04/12/2022 15:25:25 - INFO - __main__ - ********** Configuration Arguments ********** 04/12/2022 15:25:25 - INFO - __main__ - adam_epsilon: 1e-08 04/12/2022 15:25:25 - INFO - __main__ - cache_dir: data_caches 04/12/2022 15:25:25 - INFO - __main__ - eval_batch_size: 32 04/12/2022 15:25:25 - INFO - __main__ - fp16: False 04/12/2022 15:25:25 - INFO - __main__ - gradient_accumulation_steps: 1 04/12/2022 15:25:25 - INFO - __main__ - language: en 04/12/2022 15:25:25 - INFO - __main__ - learning_rate: 2e-06 04/12/2022 15:25:25 - INFO - __main__ - log_dir: xnli_right_avg_new/logs 04/12/2022 15:25:25 - INFO - __main__ - logging_steps: 50 04/12/2022 15:25:25 - INFO - __main__ - max_length: 256 04/12/2022 15:25:25 - INFO - __main__ - max_train_steps: 0 04/12/2022 15:25:25 - INFO - __main__ - num_train_epochs: 250 04/12/2022 15:25:25 - INFO - __main__ - num_workers: 0 04/12/2022 15:25:25 - INFO - __main__ - optimizer: adam 04/12/2022 15:25:25 - INFO - __main__ - output_dir: xnli_right_avg_new 04/12/2022 15:25:25 - INFO - __main__ - overwrite_cache: False 04/12/2022 15:25:25 - INFO - __main__ - pretrained_model_name_or_path: xlm-mlm-tlm-xnli15-1024-paddle 04/12/2022 15:25:25 - INFO - __main__ - save_steps: 2500 04/12/2022 15:25:25 - INFO - __main__ - scale_loss: 32768 04/12/2022 15:25:25 - INFO - __main__ - seed: 12345 04/12/2022 15:25:25 - INFO - __main__ - sentences_per_epoch: 20000 04/12/2022 15:25:25 - INFO - __main__ - topk: 3 04/12/2022 15:25:25 - INFO - __main__ - train_batch_size: 8 04/12/2022 15:25:25 - INFO - __main__ - train_language: en 04/12/2022 15:25:25 - INFO - __main__ - writer_type: visualdl 04/12/2022 15:25:25 - INFO - __main__ - ************************************************** 04/12/2022 15:25:27 - INFO - root - Loading data from kaggle/working/XLM/data/processed/XLM15/eval/XNLI/train.s1.en.pth ... 04/12/2022 15:25:27 - INFO - root - 10754121 words (121328 unique) in 392702 sentences. 102 unknown words (4 unique) covering 0.00% of the data. 04/12/2022 15:25:27 - INFO - root - Selecting 95000 most frequent words ... 04/12/2022 15:25:27 - INFO - root - Maximum vocabulary size: 95000. Dictionary size: 121328 -> 95000 (removed 26328 words). 04/12/2022 15:25:27 - INFO - root - Now 21327 unknown words covering 0.20% of the data. 04/12/2022 15:25:27 - INFO - root - Loading data from kaggle/working/XLM/data/processed/XLM15/eval/XNLI/train.s2.en.pth ... 04/12/2022 15:25:27 - INFO - root - 5318289 words (121328 unique) in 392702 sentences. 16 unknown words (3 unique) covering 0.00% of the data. 04/12/2022 15:25:27 - INFO - root - Selecting 95000 most frequent words ... 04/12/2022 15:25:27 - INFO - root - Maximum vocabulary size: 95000. Dictionary size: 121328 -> 95000 (removed 26328 words). 04/12/2022 15:25:27 - INFO - root - Now 11704 unknown words covering 0.22% of the data. 04/12/2022 15:25:28 - INFO - root - Removed 0 empty sentences. 04/12/2022 15:25:28 - INFO - root - Loading data from kaggle/working/XLM/data/processed/XLM15/eval/XNLI/valid.s1.ar.pth ... 04/12/2022 15:25:28 - INFO - root - 63624 words (121328 unique) in 2490 sentences. 0 unknown words (0 unique) covering 0.00% of the data. 04/12/2022 15:25:28 - INFO - root - Selecting 95000 most frequent words ... 04/12/2022 15:25:28 - INFO - root - Maximum vocabulary size: 95000. Dictionary size: 121328 -> 95000 (removed 26328 words). 04/12/2022 15:25:28 - INFO - root - Now 0 unknown words covering 0.00% of the data. 04/12/2022 15:25:28 - INFO - root - Loading data from kaggle/working/XLM/data/processed/XLM15/eval/XNLI/valid.s2.ar.pth ... 04/12/2022 15:25:28 - INFO - root - 31750 words (121328 unique) in 2490 sentences. 0 unknown words (0 unique) covering 0.00% of the data. 04/12/2022 15:25:28 - INFO - root - Selecting 95000 most frequent words ... 04/12/2022 15:25:28 - INFO - root - Maximum vocabulary size: 95000. Dictionary size: 121328 -> 95000 (removed 26328 words). 04/12/2022 15:25:28 - INFO - root - Now 2 unknown words covering 0.01% of the data. 04/12/2022 15:25:28 - INFO - root - Removed 0 empty sentences. 04/12/2022 15:25:28 - INFO - root - Loading data from kaggle/working/XLM/data/processed/XLM15/eval/XNLI/valid.s1.bg.pth ... 04/12/2022 15:25:28 - INFO - root - 73326 words (121328 unique) in 2490 sentences. 0 unknown words (0 unique) covering 0.00% of the data. 04/12/2022 15:25:28 - INFO - root - Selecting 95000 most frequent words ... 04/12/2022 15:25:28 - INFO - root - Maximum vocabulary size: 95000. Dictionary size: 121328 -> 95000 (removed 26328 words). 04/12/2022 15:25:28 - INFO - root - Now 0 unknown words covering 0.00% of the data. 04/12/2022 15:25:28 - INFO - root - Loading data from kaggle/working/XLM/data/processed/XLM15/eval/XNLI/valid.s2.bg.pth ... 04/12/2022 15:25:28 - INFO - root - 36831 words (121328 unique) in 2490 sentences. 0 unknown words (0 unique) covering 0.00% of the data. 04/12/2022 15:25:28 - INFO - root - Selecting 95000 most frequent words ... 04/12/2022 15:25:28 - INFO - root - Maximum vocabulary size: 95000. Dictionary size: 121328 -> 95000 (removed 26328 words). 04/12/2022 15:25:28 - INFO - root - Now 0 unknown words covering 0.00% of the data. 04/12/2022 15:25:29 - INFO - root - Removed 0 empty sentences. 04/12/2022 15:25:29 - INFO - root - Loading data from kaggle/working/XLM/data/processed/XLM15/eval/XNLI/valid.s1.de.pth ... 04/12/2022 15:25:29 - INFO - root - 69240 words (121328 unique) in 2490 sentences. 0 unknown words (0 unique) covering 0.00% of the data. 04/12/2022 15:25:29 - INFO - root - Selecting 95000 most frequent words ... 04/12/2022 15:25:29 - INFO - root - Maximum vocabulary size: 95000. Dictionary size: 121328 -> 95000 (removed 26328 words). 04/12/2022 15:25:29 - INFO - root - Now 0 unknown words covering 0.00% of the data. 04/12/2022 15:25:29 - INFO - root - Loading data from kaggle/working/XLM/data/processed/XLM15/eval/XNLI/valid.s2.de.pth ... 04/12/2022 15:25:29 - INFO - root - 34817 words (121328 unique) in 2490 sentences. 0 unknown words (0 unique) covering 0.00% of the data. 04/12/2022 15:25:29 - INFO - root - Selecting 95000 most frequent words ... 04/12/2022 15:25:29 - INFO - root - Maximum vocabulary size: 95000. Dictionary size: 121328 -> 95000 (removed 26328 words). 04/12/2022 15:25:29 - INFO - root - Now 2 unknown words covering 0.01% of the data. 04/12/2022 15:25:29 - INFO - root - Removed 0 empty sentences. 04/12/2022 15:25:29 - INFO - root - Loading data from kaggle/working/XLM/data/processed/XLM15/eval/XNLI/valid.s1.el.pth ... 04/12/2022 15:25:29 - INFO - root - 74415 words (121328 unique) in 2490 sentences. 0 unknown words (0 unique) covering 0.00% of the data. 04/12/2022 15:25:29 - INFO - root - Selecting 95000 most frequent words ... 04/12/2022 15:25:29 - INFO - root - Maximum vocabulary size: 95000. Dictionary size: 121328 -> 95000 (removed 26328 words). 04/12/2022 15:25:29 - INFO - root - Now 24 unknown words covering 0.03% of the data. 04/12/2022 15:25:29 - INFO - root - Loading data from kaggle/working/XLM/data/processed/XLM15/eval/XNLI/valid.s2.el.pth ... 04/12/2022 15:25:29 - INFO - root - 37249 words (121328 unique) in 2490 sentences. 0 unknown words (0 unique) covering 0.00% of the data. 04/12/2022 15:25:29 - INFO - root - Selecting 95000 most frequent words ... 04/12/2022 15:25:29 - INFO - root - Maximum vocabulary size: 95000. Dictionary size: 121328 -> 95000 (removed 26328 words). 04/12/2022 15:25:29 - INFO - root - Now 7 unknown words covering 0.02% of the data. 04/12/2022 15:25:29 - INFO - root - Removed 0 empty sentences. 04/12/2022 15:25:29 - INFO - root - Loading data from kaggle/working/XLM/data/processed/XLM15/eval/XNLI/valid.s1.en.pth ... 04/12/2022 15:25:29 - INFO - root - 63555 words (121328 unique) in 2490 sentences. 3 unknown words (1 unique) covering 0.00% of the data. 04/12/2022 15:25:29 - INFO - root - Selecting 95000 most frequent words ... 04/12/2022 15:25:29 - INFO - root - Maximum vocabulary size: 95000. Dictionary size: 121328 -> 95000 (removed 26328 words). 04/12/2022 15:25:29 - INFO - root - Now 114 unknown words covering 0.18% of the data. 04/12/2022 15:25:29 - INFO - root - Loading data from kaggle/working/XLM/data/processed/XLM15/eval/XNLI/valid.s2.en.pth ... 04/12/2022 15:25:29 - INFO - root - 31085 words (121328 unique) in 2490 sentences. 0 unknown words (0 unique) covering 0.00% of the data. 04/12/2022 15:25:29 - INFO - root - Selecting 95000 most frequent words ... 04/12/2022 15:25:29 - INFO - root - Maximum vocabulary size: 95000. Dictionary size: 121328 -> 95000 (removed 26328 words). 04/12/2022 15:25:29 - INFO - root - Now 60 unknown words covering 0.19% of the data. 04/12/2022 15:25:30 - INFO - root - Removed 0 empty sentences. 04/12/2022 15:25:30 - INFO - root - Loading data from kaggle/working/XLM/data/processed/XLM15/eval/XNLI/valid.s1.es.pth ... 04/12/2022 15:25:30 - INFO - root - 69330 words (121328 unique) in 2490 sentences. 0 unknown words (0 unique) covering 0.00% of the data. 04/12/2022 15:25:30 - INFO - root - Selecting 95000 most frequent words ... 04/12/2022 15:25:30 - INFO - root - Maximum vocabulary size: 95000. Dictionary size: 121328 -> 95000 (removed 26328 words). 04/12/2022 15:25:30 - INFO - root - Now 0 unknown words covering 0.00% of the data. 04/12/2022 15:25:30 - INFO - root - Loading data from kaggle/working/XLM/data/processed/XLM15/eval/XNLI/valid.s2.es.pth ... 04/12/2022 15:25:30 - INFO - root - 34255 words (121328 unique) in 2490 sentences. 0 unknown words (0 unique) covering 0.00% of the data. 04/12/2022 15:25:30 - INFO - root - Selecting 95000 most frequent words ... 04/12/2022 15:25:30 - INFO - root - Maximum vocabulary size: 95000. Dictionary size: 121328 -> 95000 (removed 26328 words). 04/12/2022 15:25:30 - INFO - root - Now 0 unknown words covering 0.00% of the data. 04/12/2022 15:25:30 - INFO - root - Removed 0 empty sentences. 04/12/2022 15:25:30 - INFO - root - Loading data from kaggle/working/XLM/data/processed/XLM15/eval/XNLI/valid.s1.fr.pth ... 04/12/2022 15:25:30 - INFO - root - 72597 words (121328 unique) in 2490 sentences. 0 unknown words (0 unique) covering 0.00% of the data. 04/12/2022 15:25:30 - INFO - root - Selecting 95000 most frequent words ... 04/12/2022 15:25:30 - INFO - root - Maximum vocabulary size: 95000. Dictionary size: 121328 -> 95000 (removed 26328 words). 04/12/2022 15:25:30 - INFO - root - Now 0 unknown words covering 0.00% of the data. 04/12/2022 15:25:30 - INFO - root - Loading data from kaggle/working/XLM/data/processed/XLM15/eval/XNLI/valid.s2.fr.pth ... 04/12/2022 15:25:30 - INFO - root - 37080 words (121328 unique) in 2490 sentences. 0 unknown words (0 unique) covering 0.00% of the data. 04/12/2022 15:25:30 - INFO - root - Selecting 95000 most frequent words ... 04/12/2022 15:25:30 - INFO - root - Maximum vocabulary size: 95000. Dictionary size: 121328 -> 95000 (removed 26328 words). 04/12/2022 15:25:30 - INFO - root - Now 0 unknown words covering 0.00% of the data. 04/12/2022 15:25:30 - INFO - root - Removed 0 empty sentences. 04/12/2022 15:25:30 - INFO - root - Loading data from kaggle/working/XLM/data/processed/XLM15/eval/XNLI/valid.s1.hi.pth ... 04/12/2022 15:25:30 - INFO - root - 79434 words (121328 unique) in 2490 sentences. 0 unknown words (0 unique) covering 0.00% of the data. 04/12/2022 15:25:30 - INFO - root - Selecting 95000 most frequent words ... 04/12/2022 15:25:30 - INFO - root - Maximum vocabulary size: 95000. Dictionary size: 121328 -> 95000 (removed 26328 words). 04/12/2022 15:25:30 - INFO - root - Now 6 unknown words covering 0.01% of the data. 04/12/2022 15:25:30 - INFO - root - Loading data from kaggle/working/XLM/data/processed/XLM15/eval/XNLI/valid.s2.hi.pth ... 04/12/2022 15:25:30 - INFO - root - 39319 words (121328 unique) in 2490 sentences. 0 unknown words (0 unique) covering 0.00% of the data. 04/12/2022 15:25:30 - INFO - root - Selecting 95000 most frequent words ... 04/12/2022 15:25:31 - INFO - root - Maximum vocabulary size: 95000. Dictionary size: 121328 -> 95000 (removed 26328 words). 04/12/2022 15:25:31 - INFO - root - Now 0 unknown words covering 0.00% of the data. 04/12/2022 15:25:31 - INFO - root - Removed 0 empty sentences. 04/12/2022 15:25:31 - INFO - root - Loading data from kaggle/working/XLM/data/processed/XLM15/eval/XNLI/valid.s1.ru.pth ... 04/12/2022 15:25:31 - INFO - root - 72552 words (121328 unique) in 2490 sentences. 0 unknown words (0 unique) covering 0.00% of the data. 04/12/2022 15:25:31 - INFO - root - Selecting 95000 most frequent words ... 04/12/2022 15:25:31 - INFO - root - Maximum vocabulary size: 95000. Dictionary size: 121328 -> 95000 (removed 26328 words). 04/12/2022 15:25:31 - INFO - root - Now 0 unknown words covering 0.00% of the data. 04/12/2022 15:25:31 - INFO - root - Loading data from kaggle/working/XLM/data/processed/XLM15/eval/XNLI/valid.s2.ru.pth ... 04/12/2022 15:25:31 - INFO - root - 35917 words (121328 unique) in 2490 sentences. 0 unknown words (0 unique) covering 0.00% of the data. 04/12/2022 15:25:31 - INFO - root - Selecting 95000 most frequent words ... 04/12/2022 15:25:31 - INFO - root - Maximum vocabulary size: 95000. Dictionary size: 121328 -> 95000 (removed 26328 words). 04/12/2022 15:25:31 - INFO - root - Now 0 unknown words covering 0.00% of the data. 04/12/2022 15:25:31 - INFO - root - Removed 0 empty sentences. 04/12/2022 15:25:31 - INFO - root - Loading data from kaggle/working/XLM/data/processed/XLM15/eval/XNLI/valid.s1.sw.pth ... 04/12/2022 15:25:31 - INFO - root - 60873 words (121328 unique) in 2490 sentences. 0 unknown words (0 unique) covering 0.00% of the data. 04/12/2022 15:25:31 - INFO - root - Selecting 95000 most frequent words ... 04/12/2022 15:25:31 - INFO - root - Maximum vocabulary size: 95000. Dictionary size: 121328 -> 95000 (removed 26328 words). 04/12/2022 15:25:31 - INFO - root - Now 72 unknown words covering 0.12% of the data. 04/12/2022 15:25:31 - INFO - root - Loading data from kaggle/working/XLM/data/processed/XLM15/eval/XNLI/valid.s2.sw.pth ... 04/12/2022 15:25:31 - INFO - root - 30480 words (121328 unique) in 2490 sentences. 0 unknown words (0 unique) covering 0.00% of the data. 04/12/2022 15:25:31 - INFO - root - Selecting 95000 most frequent words ... 04/12/2022 15:25:31 - INFO - root - Maximum vocabulary size: 95000. Dictionary size: 121328 -> 95000 (removed 26328 words). 04/12/2022 15:25:31 - INFO - root - Now 38 unknown words covering 0.12% of the data. 04/12/2022 15:25:31 - INFO - root - Removed 0 empty sentences. 04/12/2022 15:25:32 - INFO - root - Loading data from kaggle/working/XLM/data/processed/XLM15/eval/XNLI/valid.s1.th.pth ... 04/12/2022 15:25:32 - INFO - root - 62460 words (121328 unique) in 2490 sentences. 0 unknown words (0 unique) covering 0.00% of the data. 04/12/2022 15:25:32 - INFO - root - Selecting 95000 most frequent words ... 04/12/2022 15:25:32 - INFO - root - Maximum vocabulary size: 95000. Dictionary size: 121328 -> 95000 (removed 26328 words). 04/12/2022 15:25:32 - INFO - root - Now 24 unknown words covering 0.04% of the data. 04/12/2022 15:25:32 - INFO - root - Loading data from kaggle/working/XLM/data/processed/XLM15/eval/XNLI/valid.s2.th.pth ... 04/12/2022 15:25:32 - INFO - root - 29293 words (121328 unique) in 2490 sentences. 1 unknown words (1 unique) covering 0.00% of the data. 04/12/2022 15:25:32 - INFO - root - Selecting 95000 most frequent words ... 04/12/2022 15:25:32 - INFO - root - Maximum vocabulary size: 95000. Dictionary size: 121328 -> 95000 (removed 26328 words). 04/12/2022 15:25:32 - INFO - root - Now 8 unknown words covering 0.03% of the data. 04/12/2022 15:25:32 - INFO - root - Removed 0 empty sentences. 04/12/2022 15:25:32 - INFO - root - Loading data from kaggle/working/XLM/data/processed/XLM15/eval/XNLI/valid.s1.tr.pth ... 04/12/2022 15:25:32 - INFO - root - 62283 words (121328 unique) in 2490 sentences. 0 unknown words (0 unique) covering 0.00% of the data. 04/12/2022 15:25:32 - INFO - root - Selecting 95000 most frequent words ... 04/12/2022 15:25:32 - INFO - root - Maximum vocabulary size: 95000. Dictionary size: 121328 -> 95000 (removed 26328 words). 04/12/2022 15:25:32 - INFO - root - Now 0 unknown words covering 0.00% of the data. 04/12/2022 15:25:32 - INFO - root - Loading data from kaggle/working/XLM/data/processed/XLM15/eval/XNLI/valid.s2.tr.pth ... 04/12/2022 15:25:32 - INFO - root - 31830 words (121328 unique) in 2490 sentences. 0 unknown words (0 unique) covering 0.00% of the data. 04/12/2022 15:25:32 - INFO - root - Selecting 95000 most frequent words ... 04/12/2022 15:25:32 - INFO - root - Maximum vocabulary size: 95000. Dictionary size: 121328 -> 95000 (removed 26328 words). 04/12/2022 15:25:32 - INFO - root - Now 1 unknown words covering 0.00% of the data. 04/12/2022 15:25:32 - INFO - root - Removed 0 empty sentences. 04/12/2022 15:25:32 - INFO - root - Loading data from kaggle/working/XLM/data/processed/XLM15/eval/XNLI/valid.s1.ur.pth ... 04/12/2022 15:25:32 - INFO - root - 73413 words (121328 unique) in 2490 sentences. 0 unknown words (0 unique) covering 0.00% of the data. 04/12/2022 15:25:32 - INFO - root - Selecting 95000 most frequent words ... 04/12/2022 15:25:32 - INFO - root - Maximum vocabulary size: 95000. Dictionary size: 121328 -> 95000 (removed 26328 words). 04/12/2022 15:25:32 - INFO - root - Now 36 unknown words covering 0.05% of the data. 04/12/2022 15:25:32 - INFO - root - Loading data from kaggle/working/XLM/data/processed/XLM15/eval/XNLI/valid.s2.ur.pth ... 04/12/2022 15:25:32 - INFO - root - 38273 words (121328 unique) in 2490 sentences. 0 unknown words (0 unique) covering 0.00% of the data. 04/12/2022 15:25:32 - INFO - root - Selecting 95000 most frequent words ... 04/12/2022 15:25:32 - INFO - root - Maximum vocabulary size: 95000. Dictionary size: 121328 -> 95000 (removed 26328 words). 04/12/2022 15:25:32 - INFO - root - Now 144 unknown words covering 0.38% of the data. 04/12/2022 15:25:33 - INFO - root - Removed 0 empty sentences. 04/12/2022 15:25:33 - INFO - root - Loading data from kaggle/working/XLM/data/processed/XLM15/eval/XNLI/valid.s1.vi.pth ... 04/12/2022 15:25:33 - INFO - root - 71166 words (121328 unique) in 2490 sentences. 0 unknown words (0 unique) covering 0.00% of the data. 04/12/2022 15:25:33 - INFO - root - Selecting 95000 most frequent words ... 04/12/2022 15:25:33 - INFO - root - Maximum vocabulary size: 95000. Dictionary size: 121328 -> 95000 (removed 26328 words). 04/12/2022 15:25:33 - INFO - root - Now 0 unknown words covering 0.00% of the data. 04/12/2022 15:25:33 - INFO - root - Loading data from kaggle/working/XLM/data/processed/XLM15/eval/XNLI/valid.s2.vi.pth ... 04/12/2022 15:25:33 - INFO - root - 34719 words (121328 unique) in 2490 sentences. 0 unknown words (0 unique) covering 0.00% of the data. 04/12/2022 15:25:33 - INFO - root - Selecting 95000 most frequent words ... 04/12/2022 15:25:33 - INFO - root - Maximum vocabulary size: 95000. Dictionary size: 121328 -> 95000 (removed 26328 words). 04/12/2022 15:25:33 - INFO - root - Now 0 unknown words covering 0.00% of the data. 04/12/2022 15:25:33 - INFO - root - Removed 0 empty sentences. 04/12/2022 15:25:33 - INFO - root - Loading data from kaggle/working/XLM/data/processed/XLM15/eval/XNLI/valid.s1.zh.pth ... 04/12/2022 15:25:33 - INFO - root - 62937 words (121328 unique) in 2490 sentences. 0 unknown words (0 unique) covering 0.00% of the data. 04/12/2022 15:25:33 - INFO - root - Selecting 95000 most frequent words ... 04/12/2022 15:25:33 - INFO - root - Maximum vocabulary size: 95000. Dictionary size: 121328 -> 95000 (removed 26328 words). 04/12/2022 15:25:33 - INFO - root - Now 171 unknown words covering 0.27% of the data. 04/12/2022 15:25:33 - INFO - root - Loading data from kaggle/working/XLM/data/processed/XLM15/eval/XNLI/valid.s2.zh.pth ... 04/12/2022 15:25:33 - INFO - root - 31634 words (121328 unique) in 2490 sentences. 0 unknown words (0 unique) covering 0.00% of the data. 04/12/2022 15:25:33 - INFO - root - Selecting 95000 most frequent words ... 04/12/2022 15:25:33 - INFO - root - Maximum vocabulary size: 95000. Dictionary size: 121328 -> 95000 (removed 26328 words). 04/12/2022 15:25:33 - INFO - root - Now 6 unknown words covering 0.02% of the data. 04/12/2022 15:25:33 - INFO - root - Removed 0 empty sentences. 04/12/2022 15:25:33 - INFO - root - Loading data from kaggle/working/XLM/data/processed/XLM15/eval/XNLI/test.s1.ar.pth ... 04/12/2022 15:25:33 - INFO - root - 130101 words (121328 unique) in 5010 sentences. 0 unknown words (0 unique) covering 0.00% of the data. 04/12/2022 15:25:33 - INFO - root - Selecting 95000 most frequent words ... 04/12/2022 15:25:33 - INFO - root - Maximum vocabulary size: 95000. Dictionary size: 121328 -> 95000 (removed 26328 words). 04/12/2022 15:25:33 - INFO - root - Now 15 unknown words covering 0.01% of the data. 04/12/2022 15:25:33 - INFO - root - Loading data from kaggle/working/XLM/data/processed/XLM15/eval/XNLI/test.s2.ar.pth ... 04/12/2022 15:25:33 - INFO - root - 64188 words (121328 unique) in 5010 sentences. 1 unknown words (1 unique) covering 0.00% of the data. 04/12/2022 15:25:33 - INFO - root - Selecting 95000 most frequent words ... 04/12/2022 15:25:34 - INFO - root - Maximum vocabulary size: 95000. Dictionary size: 121328 -> 95000 (removed 26328 words). 04/12/2022 15:25:34 - INFO - root - Now 5 unknown words covering 0.01% of the data. 04/12/2022 15:25:34 - INFO - root - Removed 0 empty sentences. 04/12/2022 15:25:34 - INFO - root - Loading data from kaggle/working/XLM/data/processed/XLM15/eval/XNLI/test.s1.bg.pth ... 04/12/2022 15:25:34 - INFO - root - 149703 words (121328 unique) in 5010 sentences. 0 unknown words (0 unique) covering 0.00% of the data. 04/12/2022 15:25:34 - INFO - root - Selecting 95000 most frequent words ... 04/12/2022 15:25:34 - INFO - root - Maximum vocabulary size: 95000. Dictionary size: 121328 -> 95000 (removed 26328 words). 04/12/2022 15:25:34 - INFO - root - Now 0 unknown words covering 0.00% of the data. 04/12/2022 15:25:34 - INFO - root - Loading data from kaggle/working/XLM/data/processed/XLM15/eval/XNLI/test.s2.bg.pth ... 04/12/2022 15:25:34 - INFO - root - 74030 words (121328 unique) in 5010 sentences. 0 unknown words (0 unique) covering 0.00% of the data. 04/12/2022 15:25:34 - INFO - root - Selecting 95000 most frequent words ... 04/12/2022 15:25:34 - INFO - root - Maximum vocabulary size: 95000. Dictionary size: 121328 -> 95000 (removed 26328 words). 04/12/2022 15:25:34 - INFO - root - Now 1 unknown words covering 0.00% of the data. 04/12/2022 15:25:34 - INFO - root - Removed 0 empty sentences. 04/12/2022 15:25:34 - INFO - root - Loading data from kaggle/working/XLM/data/processed/XLM15/eval/XNLI/test.s1.de.pth ... 04/12/2022 15:25:34 - INFO - root - 140907 words (121328 unique) in 5010 sentences. 0 unknown words (0 unique) covering 0.00% of the data. 04/12/2022 15:25:34 - INFO - root - Selecting 95000 most frequent words ... 04/12/2022 15:25:34 - INFO - root - Maximum vocabulary size: 95000. Dictionary size: 121328 -> 95000 (removed 26328 words). 04/12/2022 15:25:34 - INFO - root - Now 0 unknown words covering 0.00% of the data. 04/12/2022 15:25:34 - INFO - root - Loading data from kaggle/working/XLM/data/processed/XLM15/eval/XNLI/test.s2.de.pth ... 04/12/2022 15:25:34 - INFO - root - 69590 words (121328 unique) in 5010 sentences. 0 unknown words (0 unique) covering 0.00% of the data. 04/12/2022 15:25:34 - INFO - root - Selecting 95000 most frequent words ... 04/12/2022 15:25:34 - INFO - root - Maximum vocabulary size: 95000. Dictionary size: 121328 -> 95000 (removed 26328 words). 04/12/2022 15:25:34 - INFO - root - Now 0 unknown words covering 0.00% of the data. 04/12/2022 15:25:34 - INFO - root - Removed 0 empty sentences. 04/12/2022 15:25:34 - INFO - root - Loading data from kaggle/working/XLM/data/processed/XLM15/eval/XNLI/test.s1.el.pth ... 04/12/2022 15:25:34 - INFO - root - 151071 words (121328 unique) in 5010 sentences. 0 unknown words (0 unique) covering 0.00% of the data. 04/12/2022 15:25:34 - INFO - root - Selecting 95000 most frequent words ... 04/12/2022 15:25:35 - INFO - root - Maximum vocabulary size: 95000. Dictionary size: 121328 -> 95000 (removed 26328 words). 04/12/2022 15:25:35 - INFO - root - Now 84 unknown words covering 0.06% of the data. 04/12/2022 15:25:35 - INFO - root - Loading data from kaggle/working/XLM/data/processed/XLM15/eval/XNLI/test.s2.el.pth ... 04/12/2022 15:25:35 - INFO - root - 75264 words (121328 unique) in 5010 sentences. 0 unknown words (0 unique) covering 0.00% of the data. 04/12/2022 15:25:35 - INFO - root - Selecting 95000 most frequent words ... 04/12/2022 15:25:35 - INFO - root - Maximum vocabulary size: 95000. Dictionary size: 121328 -> 95000 (removed 26328 words). 04/12/2022 15:25:35 - INFO - root - Now 37 unknown words covering 0.05% of the data. 04/12/2022 15:25:35 - INFO - root - Removed 0 empty sentences. 04/12/2022 15:25:35 - INFO - root - Loading data from kaggle/working/XLM/data/processed/XLM15/eval/XNLI/test.s1.en.pth ... 04/12/2022 15:25:35 - INFO - root - 129045 words (121328 unique) in 5010 sentences. 0 unknown words (0 unique) covering 0.00% of the data. 04/12/2022 15:25:35 - INFO - root - Selecting 95000 most frequent words ... 04/12/2022 15:25:35 - INFO - root - Maximum vocabulary size: 95000. Dictionary size: 121328 -> 95000 (removed 26328 words). 04/12/2022 15:25:35 - INFO - root - Now 249 unknown words covering 0.19% of the data. 04/12/2022 15:25:35 - INFO - root - Loading data from kaggle/working/XLM/data/processed/XLM15/eval/XNLI/test.s2.en.pth ... 04/12/2022 15:25:35 - INFO - root - 62637 words (121328 unique) in 5010 sentences. 0 unknown words (0 unique) covering 0.00% of the data. 04/12/2022 15:25:35 - INFO - root - Selecting 95000 most frequent words ... 04/12/2022 15:25:35 - INFO - root - Maximum vocabulary size: 95000. Dictionary size: 121328 -> 95000 (removed 26328 words). 04/12/2022 15:25:35 - INFO - root - Now 140 unknown words covering 0.22% of the data. 04/12/2022 15:25:35 - INFO - root - Removed 0 empty sentences. 04/12/2022 15:25:35 - INFO - root - Loading data from kaggle/working/XLM/data/processed/XLM15/eval/XNLI/test.s1.es.pth ... 04/12/2022 15:25:35 - INFO - root - 141261 words (121328 unique) in 5010 sentences. 0 unknown words (0 unique) covering 0.00% of the data. 04/12/2022 15:25:35 - INFO - root - Selecting 95000 most frequent words ... 04/12/2022 15:25:35 - INFO - root - Maximum vocabulary size: 95000. Dictionary size: 121328 -> 95000 (removed 26328 words). 04/12/2022 15:25:35 - INFO - root - Now 0 unknown words covering 0.00% of the data. 04/12/2022 15:25:35 - INFO - root - Loading data from kaggle/working/XLM/data/processed/XLM15/eval/XNLI/test.s2.es.pth ... 04/12/2022 15:25:35 - INFO - root - 68916 words (121328 unique) in 5010 sentences. 0 unknown words (0 unique) covering 0.00% of the data. 04/12/2022 15:25:35 - INFO - root - Selecting 95000 most frequent words ... 04/12/2022 15:25:35 - INFO - root - Maximum vocabulary size: 95000. Dictionary size: 121328 -> 95000 (removed 26328 words). 04/12/2022 15:25:35 - INFO - root - Now 0 unknown words covering 0.00% of the data. 04/12/2022 15:25:36 - INFO - root - Removed 0 empty sentences. 04/12/2022 15:25:36 - INFO - root - Loading data from kaggle/working/XLM/data/processed/XLM15/eval/XNLI/test.s1.fr.pth ... 04/12/2022 15:25:36 - INFO - root - 147654 words (121328 unique) in 5010 sentences. 0 unknown words (0 unique) covering 0.00% of the data. 04/12/2022 15:25:36 - INFO - root - Selecting 95000 most frequent words ... 04/12/2022 15:25:36 - INFO - root - Maximum vocabulary size: 95000. Dictionary size: 121328 -> 95000 (removed 26328 words). 04/12/2022 15:25:36 - INFO - root - Now 0 unknown words covering 0.00% of the data. 04/12/2022 15:25:36 - INFO - root - Loading data from kaggle/working/XLM/data/processed/XLM15/eval/XNLI/test.s2.fr.pth ... 04/12/2022 15:25:36 - INFO - root - 74419 words (121328 unique) in 5010 sentences. 0 unknown words (0 unique) covering 0.00% of the data. 04/12/2022 15:25:36 - INFO - root - Selecting 95000 most frequent words ... 04/12/2022 15:25:36 - INFO - root - Maximum vocabulary size: 95000. Dictionary size: 121328 -> 95000 (removed 26328 words). 04/12/2022 15:25:36 - INFO - root - Now 0 unknown words covering 0.00% of the data. 04/12/2022 15:25:36 - INFO - root - Removed 0 empty sentences. 04/12/2022 15:25:36 - INFO - root - Loading data from kaggle/working/XLM/data/processed/XLM15/eval/XNLI/test.s1.hi.pth ... 04/12/2022 15:25:36 - INFO - root - 161415 words (121328 unique) in 5010 sentences. 0 unknown words (0 unique) covering 0.00% of the data. 04/12/2022 15:25:36 - INFO - root - Selecting 95000 most frequent words ... 04/12/2022 15:25:36 - INFO - root - Maximum vocabulary size: 95000. Dictionary size: 121328 -> 95000 (removed 26328 words). 04/12/2022 15:25:36 - INFO - root - Now 15 unknown words covering 0.01% of the data. 04/12/2022 15:25:36 - INFO - root - Loading data from kaggle/working/XLM/data/processed/XLM15/eval/XNLI/test.s2.hi.pth ... 04/12/2022 15:25:36 - INFO - root - 78959 words (121328 unique) in 5010 sentences. 0 unknown words (0 unique) covering 0.00% of the data. 04/12/2022 15:25:36 - INFO - root - Selecting 95000 most frequent words ... 04/12/2022 15:25:36 - INFO - root - Maximum vocabulary size: 95000. Dictionary size: 121328 -> 95000 (removed 26328 words). 04/12/2022 15:25:36 - INFO - root - Now 3 unknown words covering 0.00% of the data. 04/12/2022 15:25:36 - INFO - root - Removed 0 empty sentences. 04/12/2022 15:25:36 - INFO - root - Loading data from kaggle/working/XLM/data/processed/XLM15/eval/XNLI/test.s1.ru.pth ... 04/12/2022 15:25:36 - INFO - root - 147534 words (121328 unique) in 5010 sentences. 0 unknown words (0 unique) covering 0.00% of the data. 04/12/2022 15:25:36 - INFO - root - Selecting 95000 most frequent words ... 04/12/2022 15:25:36 - INFO - root - Maximum vocabulary size: 95000. Dictionary size: 121328 -> 95000 (removed 26328 words). 04/12/2022 15:25:36 - INFO - root - Now 0 unknown words covering 0.00% of the data. 04/12/2022 15:25:36 - INFO - root - Loading data from kaggle/working/XLM/data/processed/XLM15/eval/XNLI/test.s2.ru.pth ... 04/12/2022 15:25:36 - INFO - root - 72194 words (121328 unique) in 5010 sentences. 0 unknown words (0 unique) covering 0.00% of the data. 04/12/2022 15:25:36 - INFO - root - Selecting 95000 most frequent words ... 04/12/2022 15:25:37 - INFO - root - Maximum vocabulary size: 95000. Dictionary size: 121328 -> 95000 (removed 26328 words). 04/12/2022 15:25:37 - INFO - root - Now 0 unknown words covering 0.00% of the data. 04/12/2022 15:25:37 - INFO - root - Removed 0 empty sentences. 04/12/2022 15:25:37 - INFO - root - Loading data from kaggle/working/XLM/data/processed/XLM15/eval/XNLI/test.s1.sw.pth ... 04/12/2022 15:25:37 - INFO - root - 124071 words (121328 unique) in 5010 sentences. 0 unknown words (0 unique) covering 0.00% of the data. 04/12/2022 15:25:37 - INFO - root - Selecting 95000 most frequent words ... 04/12/2022 15:25:37 - INFO - root - Maximum vocabulary size: 95000. Dictionary size: 121328 -> 95000 (removed 26328 words). 04/12/2022 15:25:37 - INFO - root - Now 171 unknown words covering 0.14% of the data. 04/12/2022 15:25:37 - INFO - root - Loading data from kaggle/working/XLM/data/processed/XLM15/eval/XNLI/test.s2.sw.pth ... 04/12/2022 15:25:37 - INFO - root - 61318 words (121328 unique) in 5010 sentences. 0 unknown words (0 unique) covering 0.00% of the data. 04/12/2022 15:25:37 - INFO - root - Selecting 95000 most frequent words ... 04/12/2022 15:25:37 - INFO - root - Maximum vocabulary size: 95000. Dictionary size: 121328 -> 95000 (removed 26328 words). 04/12/2022 15:25:37 - INFO - root - Now 92 unknown words covering 0.15% of the data. 04/12/2022 15:25:37 - INFO - root - Removed 0 empty sentences. 04/12/2022 15:25:37 - INFO - root - Loading data from kaggle/working/XLM/data/processed/XLM15/eval/XNLI/test.s1.th.pth ... 04/12/2022 15:25:37 - INFO - root - 126024 words (121328 unique) in 5010 sentences. 0 unknown words (0 unique) covering 0.00% of the data. 04/12/2022 15:25:37 - INFO - root - Selecting 95000 most frequent words ... 04/12/2022 15:25:37 - INFO - root - Maximum vocabulary size: 95000. Dictionary size: 121328 -> 95000 (removed 26328 words). 04/12/2022 15:25:37 - INFO - root - Now 57 unknown words covering 0.05% of the data. 04/12/2022 15:25:37 - INFO - root - Loading data from kaggle/working/XLM/data/processed/XLM15/eval/XNLI/test.s2.th.pth ... 04/12/2022 15:25:37 - INFO - root - 59355 words (121328 unique) in 5010 sentences. 0 unknown words (0 unique) covering 0.00% of the data. 04/12/2022 15:25:37 - INFO - root - Selecting 95000 most frequent words ... 04/12/2022 15:25:37 - INFO - root - Maximum vocabulary size: 95000. Dictionary size: 121328 -> 95000 (removed 26328 words). 04/12/2022 15:25:37 - INFO - root - Now 20 unknown words covering 0.03% of the data. 04/12/2022 15:25:37 - INFO - root - Removed 0 empty sentences. 04/12/2022 15:25:37 - INFO - root - Loading data from kaggle/working/XLM/data/processed/XLM15/eval/XNLI/test.s1.tr.pth ... 04/12/2022 15:25:37 - INFO - root - 128394 words (121328 unique) in 5010 sentences. 0 unknown words (0 unique) covering 0.00% of the data. 04/12/2022 15:25:37 - INFO - root - Selecting 95000 most frequent words ... 04/12/2022 15:25:38 - INFO - root - Maximum vocabulary size: 95000. Dictionary size: 121328 -> 95000 (removed 26328 words). 04/12/2022 15:25:38 - INFO - root - Now 0 unknown words covering 0.00% of the data. 04/12/2022 15:25:38 - INFO - root - Loading data from kaggle/working/XLM/data/processed/XLM15/eval/XNLI/test.s2.tr.pth ... 04/12/2022 15:25:38 - INFO - root - 63872 words (121328 unique) in 5010 sentences. 0 unknown words (0 unique) covering 0.00% of the data. 04/12/2022 15:25:38 - INFO - root - Selecting 95000 most frequent words ... 04/12/2022 15:25:38 - INFO - root - Maximum vocabulary size: 95000. Dictionary size: 121328 -> 95000 (removed 26328 words). 04/12/2022 15:25:38 - INFO - root - Now 0 unknown words covering 0.00% of the data. 04/12/2022 15:25:38 - INFO - root - Removed 0 empty sentences. 04/12/2022 15:25:38 - INFO - root - Loading data from kaggle/working/XLM/data/processed/XLM15/eval/XNLI/test.s1.ur.pth ... 04/12/2022 15:25:38 - INFO - root - 149628 words (121328 unique) in 5010 sentences. 0 unknown words (0 unique) covering 0.00% of the data. 04/12/2022 15:25:38 - INFO - root - Selecting 95000 most frequent words ... 04/12/2022 15:25:38 - INFO - root - Maximum vocabulary size: 95000. Dictionary size: 121328 -> 95000 (removed 26328 words). 04/12/2022 15:25:38 - INFO - root - Now 105 unknown words covering 0.07% of the data. 04/12/2022 15:25:38 - INFO - root - Loading data from kaggle/working/XLM/data/processed/XLM15/eval/XNLI/test.s2.ur.pth ... 04/12/2022 15:25:38 - INFO - root - 77038 words (121328 unique) in 5010 sentences. 0 unknown words (0 unique) covering 0.00% of the data. 04/12/2022 15:25:38 - INFO - root - Selecting 95000 most frequent words ... 04/12/2022 15:25:38 - INFO - root - Maximum vocabulary size: 95000. Dictionary size: 121328 -> 95000 (removed 26328 words). 04/12/2022 15:25:38 - INFO - root - Now 262 unknown words covering 0.34% of the data. 04/12/2022 15:25:38 - INFO - root - Removed 0 empty sentences. 04/12/2022 15:25:38 - INFO - root - Loading data from kaggle/working/XLM/data/processed/XLM15/eval/XNLI/test.s1.vi.pth ... 04/12/2022 15:25:38 - INFO - root - 143457 words (121328 unique) in 5010 sentences. 0 unknown words (0 unique) covering 0.00% of the data. 04/12/2022 15:25:38 - INFO - root - Selecting 95000 most frequent words ... 04/12/2022 15:25:38 - INFO - root - Maximum vocabulary size: 95000. Dictionary size: 121328 -> 95000 (removed 26328 words). 04/12/2022 15:25:38 - INFO - root - Now 3 unknown words covering 0.00% of the data. 04/12/2022 15:25:38 - INFO - root - Loading data from kaggle/working/XLM/data/processed/XLM15/eval/XNLI/test.s2.vi.pth ... 04/12/2022 15:25:38 - INFO - root - 69823 words (121328 unique) in 5010 sentences. 0 unknown words (0 unique) covering 0.00% of the data. 04/12/2022 15:25:38 - INFO - root - Selecting 95000 most frequent words ... 04/12/2022 15:25:38 - INFO - root - Maximum vocabulary size: 95000. Dictionary size: 121328 -> 95000 (removed 26328 words). 04/12/2022 15:25:38 - INFO - root - Now 0 unknown words covering 0.00% of the data. 04/12/2022 15:25:38 - INFO - root - Removed 0 empty sentences. 04/12/2022 15:25:38 - INFO - root - Loading data from kaggle/working/XLM/data/processed/XLM15/eval/XNLI/test.s1.zh.pth ... 04/12/2022 15:25:39 - INFO - root - 128724 words (121328 unique) in 5010 sentences. 0 unknown words (0 unique) covering 0.00% of the data. 04/12/2022 15:25:39 - INFO - root - Selecting 95000 most frequent words ... 04/12/2022 15:25:39 - INFO - root - Maximum vocabulary size: 95000. Dictionary size: 121328 -> 95000 (removed 26328 words). 04/12/2022 15:25:39 - INFO - root - Now 366 unknown words covering 0.28% of the data. 04/12/2022 15:25:39 - INFO - root - Loading data from kaggle/working/XLM/data/processed/XLM15/eval/XNLI/test.s2.zh.pth ... 04/12/2022 15:25:39 - INFO - root - 63447 words (121328 unique) in 5010 sentences. 0 unknown words (0 unique) covering 0.00% of the data. 04/12/2022 15:25:39 - INFO - root - Selecting 95000 most frequent words ... 04/12/2022 15:25:39 - INFO - root - Maximum vocabulary size: 95000. Dictionary size: 121328 -> 95000 (removed 26328 words). 04/12/2022 15:25:39 - INFO - root - Now 13 unknown words covering 0.02% of the data. 04/12/2022 15:25:39 - INFO - root - Removed 0 empty sentences. 04/12/2022 15:25:44 - INFO - __main__ - ********** Running training ********** 04/12/2022 15:25:44 - INFO - __main__ - Num examples = None 04/12/2022 15:25:44 - INFO - __main__ - Num Epochs = 250 04/12/2022 15:25:44 - INFO - __main__ - Instantaneous train batch size = 8 04/12/2022 15:25:44 - INFO - __main__ - Instantaneous eval batch size = 16 04/12/2022 15:25:44 - INFO - __main__ - Total train batch size (w. accumulation) = 8 04/12/2022 15:25:44 - INFO - __main__ - Gradient Accumulation steps = 1 04/12/2022 15:25:44 - INFO - __main__ - Total optimization steps = 625000 04/12/2022 15:25:49 - INFO - __main__ - global_steps 50 loss: 7.46472330 04/12/2022 15:25:54 - INFO - __main__ - global_steps 100 loss: 5.02984764 04/12/2022 15:25:59 - INFO - __main__ - global_steps 150 loss: 4.60122725 04/12/2022 15:26:04 - INFO - __main__ - global_steps 200 loss: 4.87390495 04/12/2022 15:26:09 - INFO - __main__ - global_steps 250 loss: 4.09307530 04/12/2022 15:26:14 - INFO - __main__ - global_steps 300 loss: 3.93492581 04/12/2022 15:26:19 - INFO - __main__ - global_steps 350 loss: 4.10160220 04/12/2022 15:26:25 - INFO - __main__ - global_steps 400 loss: 3.10217629 04/12/2022 15:26:30 - INFO - __main__ - global_steps 450 loss: 3.54333124 04/12/2022 15:26:34 - INFO - __main__ - global_steps 500 loss: 3.30277427 04/12/2022 15:26:40 - INFO - __main__ - global_steps 550 loss: 3.00207584 04/12/2022 15:26:45 - INFO - __main__ - global_steps 600 loss: 3.02170183 04/12/2022 15:26:50 - INFO - __main__ - global_steps 650 loss: 2.98708332 04/12/2022 15:26:55 - INFO - __main__ - global_steps 700 loss: 2.62695073 04/12/2022 15:27:00 - INFO - __main__ - global_steps 750 loss: 2.70854754 04/12/2022 15:27:05 - INFO - __main__ - global_steps 800 loss: 2.70319111 04/12/2022 15:27:09 - INFO - __main__ - global_steps 850 loss: 2.61839391 04/12/2022 15:27:14 - INFO - __main__ - global_steps 900 loss: 2.72874597 04/12/2022 15:27:19 - INFO - __main__ - global_steps 950 loss: 2.50610820 04/12/2022 15:27:24 - INFO - __main__ - global_steps 1000 loss: 2.53542953 04/12/2022 15:27:29 - INFO - __main__ - global_steps 1050 loss: 2.25212755 04/12/2022 15:27:34 - INFO - __main__ - global_steps 1100 loss: 2.50348177 04/12/2022 15:27:39 - INFO - __main__ - global_steps 1150 loss: 2.14373983 04/12/2022 15:27:43 - INFO - __main__ - global_steps 1200 loss: 2.30000065 04/12/2022 15:27:48 - INFO - __main__ - global_steps 1250 loss: 2.27780871 04/12/2022 15:27:53 - INFO - __main__ - global_steps 1300 loss: 2.27487551 04/12/2022 15:27:58 - INFO - __main__ - global_steps 1350 loss: 2.31865400 04/12/2022 15:28:03 - INFO - __main__ - global_steps 1400 loss: 2.54873763 04/12/2022 15:28:08 - INFO - __main__ - global_steps 1450 loss: 2.16360084 04/12/2022 15:28:12 - INFO - __main__ - global_steps 1500 loss: 2.09571365 04/12/2022 15:28:17 - INFO - __main__ - global_steps 1550 loss: 2.22257620 04/12/2022 15:28:22 - INFO - __main__ - global_steps 1600 loss: 1.93775404 04/12/2022 15:28:27 - INFO - __main__ - global_steps 1650 loss: 2.05469335 04/12/2022 15:28:31 - INFO - __main__ - global_steps 1700 loss: 2.12268977 04/12/2022 15:28:36 - INFO - __main__ - global_steps 1750 loss: 1.98807700 04/12/2022 15:28:41 - INFO - __main__ - global_steps 1800 loss: 1.89246038 04/12/2022 15:28:46 - INFO - __main__ - global_steps 1850 loss: 1.80554641 04/12/2022 15:28:50 - INFO - __main__ - global_steps 1900 loss: 2.01120813 04/12/2022 15:28:55 - INFO - __main__ - global_steps 1950 loss: 1.91710269 04/12/2022 15:29:00 - INFO - __main__ - global_steps 2000 loss: 1.78628310 04/12/2022 15:29:04 - INFO - __main__ - global_steps 2050 loss: 1.95788345 04/12/2022 15:29:09 - INFO - __main__ - global_steps 2100 loss: 1.71753185 04/12/2022 15:29:14 - INFO - __main__ - global_steps 2150 loss: 1.72524106 04/12/2022 15:29:18 - INFO - __main__ - global_steps 2200 loss: 1.98808228 04/12/2022 15:29:23 - INFO - __main__ - global_steps 2250 loss: 1.72786968 04/12/2022 15:29:28 - INFO - __main__ - global_steps 2300 loss: 1.74996327 04/12/2022 15:29:32 - INFO - __main__ - global_steps 2350 loss: 1.69286092 04/12/2022 15:29:37 - INFO - __main__ - global_steps 2400 loss: 1.64929492 04/12/2022 15:29:42 - INFO - __main__ - global_steps 2450 loss: 1.78267193 04/12/2022 15:29:46 - INFO - __main__ - global_steps 2500 loss: 1.74447792 04/12/2022 15:29:46 - INFO - __main__ - ********** Running evaluating ********** 04/12/2022 15:29:51 - INFO - __main__ - ########## val_ar_acc 0.3389558232931727 ########## 04/12/2022 15:29:55 - INFO - __main__ - ########## val_bg_acc 0.41244979919678715 ########## 04/12/2022 15:30:00 - INFO - __main__ - ########## val_de_acc 0.3481927710843373 ########## 04/12/2022 15:30:05 - INFO - __main__ - ########## val_el_acc 0.46586345381526106 ########## 04/12/2022 15:30:09 - INFO - __main__ - ########## val_en_acc 0.5333333333333333 ########## 04/12/2022 15:30:13 - INFO - __main__ - ########## val_es_acc 0.4682730923694779 ########## 04/12/2022 15:30:18 - INFO - __main__ - ########## val_fr_acc 0.38072289156626504 ########## 04/12/2022 15:30:23 - INFO - __main__ - ########## val_hi_acc 0.3674698795180723 ########## 04/12/2022 15:30:28 - INFO - __main__ - ########## val_ru_acc 0.385140562248996 ########## 04/12/2022 15:30:32 - INFO - __main__ - ########## val_sw_acc 0.3369477911646586 ########## 04/12/2022 15:30:36 - INFO - __main__ - ########## val_th_acc 0.4827309236947791 ########## 04/12/2022 15:30:40 - INFO - __main__ - ########## val_tr_acc 0.3863453815261044 ########## 04/12/2022 15:30:45 - INFO - __main__ - ########## val_ur_acc 0.3373493975903614 ########## 04/12/2022 15:30:49 - INFO - __main__ - ########## val_vi_acc 0.3333333333333333 ########## 04/12/2022 15:30:54 - INFO - __main__ - ########## val_zh_acc 0.3337349397590361 ########## 04/12/2022 15:31:02 - INFO - __main__ - ########## test_ar_acc 0.3379241516966068 ########## 04/12/2022 15:31:12 - INFO - __main__ - ########## test_bg_acc 0.4119760479041916 ########## 04/12/2022 15:31:21 - INFO - __main__ - ########## test_de_acc 0.35129740518962077 ########## 04/12/2022 15:31:31 - INFO - __main__ - ########## test_el_acc 0.4756487025948104 ########## 04/12/2022 15:31:40 - INFO - __main__ - ########## test_en_acc 0.5467065868263473 ########## 04/12/2022 15:31:49 - INFO - __main__ - ########## test_es_acc 0.4750499001996008 ########## 04/12/2022 15:31:58 - INFO - __main__ - ########## test_fr_acc 0.3870259481037924 ########## 04/12/2022 15:32:09 - INFO - __main__ - ########## test_hi_acc 0.37025948103792417 ########## 04/12/2022 15:32:19 - INFO - __main__ - ########## test_ru_acc 0.37984031936127743 ########## 04/12/2022 15:32:28 - INFO - __main__ - ########## test_sw_acc 0.3401197604790419 ########## 04/12/2022 15:32:37 - INFO - __main__ - ########## test_th_acc 0.4820359281437126 ########## 04/12/2022 15:32:47 - INFO - __main__ - ########## test_tr_acc 0.3908183632734531 ########## 04/12/2022 15:32:57 - INFO - __main__ - ########## test_ur_acc 0.33672654690618764 ########## 04/12/2022 15:33:06 - INFO - __main__ - ########## test_vi_acc 0.3333333333333333 ########## 04/12/2022 15:33:15 - INFO - __main__ - ########## test_zh_acc 0.3333333333333333 ########## 04/12/2022 15:33:15 - INFO - __main__ - val_ar_acc = 0.3389558232931727 04/12/2022 15:33:15 - INFO - __main__ - val_bg_acc = 0.41244979919678715 04/12/2022 15:33:15 - INFO - __main__ - val_de_acc = 0.3481927710843373 04/12/2022 15:33:15 - INFO - __main__ - val_el_acc = 0.46586345381526106 04/12/2022 15:33:15 - INFO - __main__ - val_en_acc = 0.5333333333333333 04/12/2022 15:33:15 - INFO - __main__ - val_es_acc = 0.4682730923694779 04/12/2022 15:33:15 - INFO - __main__ - val_fr_acc = 0.38072289156626504 04/12/2022 15:33:15 - INFO - __main__ - val_hi_acc = 0.3674698795180723 04/12/2022 15:33:15 - INFO - __main__ - val_ru_acc = 0.385140562248996 04/12/2022 15:33:15 - INFO - __main__ - val_sw_acc = 0.3369477911646586 04/12/2022 15:33:15 - INFO - __main__ - val_th_acc = 0.4827309236947791 04/12/2022 15:33:15 - INFO - __main__ - val_tr_acc = 0.3863453815261044 04/12/2022 15:33:15 - INFO - __main__ - val_ur_acc = 0.3373493975903614 04/12/2022 15:33:15 - INFO - __main__ - val_vi_acc = 0.3333333333333333 04/12/2022 15:33:15 - INFO - __main__ - val_zh_acc = 0.3337349397590361 04/12/2022 15:33:15 - INFO - __main__ - val_avg_acc = 0.39405622489959846 04/12/2022 15:33:15 - INFO - __main__ - test_ar_acc = 0.3379241516966068 04/12/2022 15:33:15 - INFO - __main__ - test_bg_acc = 0.4119760479041916 04/12/2022 15:33:15 - INFO - __main__ - test_de_acc = 0.35129740518962077 04/12/2022 15:33:15 - INFO - __main__ - test_el_acc = 0.4756487025948104 04/12/2022 15:33:15 - INFO - __main__ - test_en_acc = 0.5467065868263473 04/12/2022 15:33:15 - INFO - __main__ - test_es_acc = 0.4750499001996008 04/12/2022 15:33:15 - INFO - __main__ - test_fr_acc = 0.3870259481037924 04/12/2022 15:33:15 - INFO - __main__ - test_hi_acc = 0.37025948103792417 04/12/2022 15:33:15 - INFO - __main__ - test_ru_acc = 0.37984031936127743 04/12/2022 15:33:15 - INFO - __main__ - test_sw_acc = 0.3401197604790419 04/12/2022 15:33:15 - INFO - __main__ - test_th_acc = 0.4820359281437126 04/12/2022 15:33:15 - INFO - __main__ - test_tr_acc = 0.3908183632734531 04/12/2022 15:33:15 - INFO - __main__ - test_ur_acc = 0.33672654690618764 04/12/2022 15:33:15 - INFO - __main__ - test_vi_acc = 0.3333333333333333 04/12/2022 15:33:15 - INFO - __main__ - test_zh_acc = 0.3333333333333333 04/12/2022 15:33:15 - INFO - __main__ - test_avg_acc = 0.3968063872255489 04/12/2022 15:33:15 - INFO - __main__ - ########## Step 2500 val_avg_acc 0.39405622489959846 test_avg_acc 0.3968063872255489 ########## 04/12/2022 15:33:16 - INFO - __main__ - ********** Evaluating Done ********** 04/12/2022 15:33:21 - INFO - __main__ - global_steps 2550 loss: 1.73262140 04/12/2022 15:33:26 - INFO - __main__ - global_steps 2600 loss: 1.93532131 04/12/2022 15:33:30 - INFO - __main__ - global_steps 2650 loss: 1.70839855 04/12/2022 15:33:35 - INFO - __main__ - global_steps 2700 loss: 1.58450379 04/12/2022 15:33:40 - INFO - __main__ - global_steps 2750 loss: 1.77337220 04/12/2022 15:33:44 - INFO - __main__ - global_steps 2800 loss: 1.72046185 04/12/2022 15:33:49 - INFO - __main__ - global_steps 2850 loss: 1.57728531 04/12/2022 15:33:54 - INFO - __main__ - global_steps 2900 loss: 1.61993319 04/12/2022 15:33:58 - INFO - __main__ - global_steps 2950 loss: 1.84629824 04/12/2022 15:34:02 - INFO - __main__ - global_steps 3000 loss: 1.59978569 04/12/2022 15:34:07 - INFO - __main__ - global_steps 3050 loss: 1.57452985 04/12/2022 15:34:12 - INFO - __main__ - global_steps 3100 loss: 1.61243882 04/12/2022 15:34:16 - INFO - __main__ - global_steps 3150 loss: 1.45239450 04/12/2022 15:34:21 - INFO - __main__ - global_steps 3200 loss: 1.54529354 04/12/2022 15:34:25 - INFO - __main__ - global_steps 3250 loss: 1.46686972 04/12/2022 15:34:30 - INFO - __main__ - global_steps 3300 loss: 1.46562955 04/12/2022 15:34:35 - INFO - __main__ - global_steps 3350 loss: 1.48914206 04/12/2022 15:34:40 - INFO - __main__ - global_steps 3400 loss: 1.41680084 04/12/2022 15:34:44 - INFO - __main__ - global_steps 3450 loss: 1.43820544 04/12/2022 15:34:49 - INFO - __main__ - global_steps 3500 loss: 1.53828676 04/12/2022 15:34:54 - INFO - __main__ - global_steps 3550 loss: 1.38237873 04/12/2022 15:34:58 - INFO - __main__ - global_steps 3600 loss: 1.47255246 04/12/2022 15:35:03 - INFO - __main__ - global_steps 3650 loss: 1.56232027 04/12/2022 15:35:08 - INFO - __main__ - global_steps 3700 loss: 1.38898141 04/12/2022 15:35:12 - INFO - __main__ - global_steps 3750 loss: 1.46829729 04/12/2022 15:35:17 - INFO - __main__ - global_steps 3800 loss: 1.42614487 04/12/2022 15:35:22 - INFO - __main__ - global_steps 3850 loss: 1.38940436 04/12/2022 15:35:27 - INFO - __main__ - global_steps 3900 loss: 1.33299513 04/12/2022 15:35:31 - INFO - __main__ - global_steps 3950 loss: 1.35833628 04/12/2022 15:35:36 - INFO - __main__ - global_steps 4000 loss: 1.26315246 04/12/2022 15:35:41 - INFO - __main__ - global_steps 4050 loss: 1.28206240 04/12/2022 15:35:45 - INFO - __main__ - global_steps 4100 loss: 1.36377702 04/12/2022 15:35:50 - INFO - __main__ - global_steps 4150 loss: 1.34991676 04/12/2022 15:35:54 - INFO - __main__ - global_steps 4200 loss: 1.44540840 04/12/2022 15:35:59 - INFO - __main__ - global_steps 4250 loss: 1.37082444 04/12/2022 15:36:04 - INFO - __main__ - global_steps 4300 loss: 1.30574390 04/12/2022 15:36:08 - INFO - __main__ - global_steps 4350 loss: 1.23517981 04/12/2022 15:36:13 - INFO - __main__ - global_steps 4400 loss: 1.28905261 04/12/2022 15:36:18 - INFO - __main__ - global_steps 4450 loss: 1.36537759 04/12/2022 15:36:22 - INFO - __main__ - global_steps 4500 loss: 1.25408703 04/12/2022 15:36:27 - INFO - __main__ - global_steps 4550 loss: 1.15814962 04/12/2022 15:36:32 - INFO - __main__ - global_steps 4600 loss: 1.30293541 04/12/2022 15:36:36 - INFO - __main__ - global_steps 4650 loss: 1.21875094 04/12/2022 15:36:41 - INFO - __main__ - global_steps 4700 loss: 1.22890761 04/12/2022 15:36:46 - INFO - __main__ - global_steps 4750 loss: 1.17706094 04/12/2022 15:36:50 - INFO - __main__ - global_steps 4800 loss: 1.02601105 04/12/2022 15:36:54 - INFO - __main__ - global_steps 4850 loss: 1.21371657 04/12/2022 15:36:59 - INFO - __main__ - global_steps 4900 loss: 1.24220153 04/12/2022 15:37:04 - INFO - __main__ - global_steps 4950 loss: 1.05812468 04/12/2022 15:37:09 - INFO - __main__ - global_steps 5000 loss: 1.11278813 04/12/2022 15:37:09 - INFO - __main__ - ********** Running evaluating ********** 04/12/2022 15:37:13 - INFO - __main__ - ########## val_ar_acc 0.3437751004016064 ########## 04/12/2022 15:37:18 - INFO - __main__ - ########## val_bg_acc 0.4951807228915663 ########## 04/12/2022 15:37:22 - INFO - __main__ - ########## val_de_acc 0.5650602409638554 ########## 04/12/2022 15:37:27 - INFO - __main__ - ########## val_el_acc 0.5172690763052209 ########## 04/12/2022 15:37:31 - INFO - __main__ - ########## val_en_acc 0.6365461847389559 ########## 04/12/2022 15:37:36 - INFO - __main__ - ########## val_es_acc 0.5630522088353414 ########## 04/12/2022 15:37:41 - INFO - __main__ - ########## val_fr_acc 0.6060240963855422 ########## 04/12/2022 15:37:46 - INFO - __main__ - ########## val_hi_acc 0.48032128514056227 ########## 04/12/2022 15:37:50 - INFO - __main__ - ########## val_ru_acc 0.5493975903614458 ########## 04/12/2022 15:37:55 - INFO - __main__ - ########## val_sw_acc 0.4678714859437751 ########## 04/12/2022 15:37:59 - INFO - __main__ - ########## val_th_acc 0.4493975903614458 ########## 04/12/2022 15:38:04 - INFO - __main__ - ########## val_tr_acc 0.4530120481927711 ########## 04/12/2022 15:38:09 - INFO - __main__ - ########## val_ur_acc 0.3582329317269076 ########## 04/12/2022 15:38:14 - INFO - __main__ - ########## val_vi_acc 0.3393574297188755 ########## 04/12/2022 15:38:18 - INFO - __main__ - ########## val_zh_acc 0.37028112449799194 ########## 04/12/2022 15:38:27 - INFO - __main__ - ########## test_ar_acc 0.3441117764471058 ########## 04/12/2022 15:38:37 - INFO - __main__ - ########## test_bg_acc 0.5115768463073852 ########## 04/12/2022 15:38:46 - INFO - __main__ - ########## test_de_acc 0.5722554890219561 ########## 04/12/2022 15:38:56 - INFO - __main__ - ########## test_el_acc 0.5315369261477045 ########## 04/12/2022 15:39:05 - INFO - __main__ - ########## test_en_acc 0.6487025948103793 ########## 04/12/2022 15:39:14 - INFO - __main__ - ########## test_es_acc 0.5602794411177645 ########## 04/12/2022 15:39:24 - INFO - __main__ - ########## test_fr_acc 0.6025948103792416 ########## 04/12/2022 15:39:34 - INFO - __main__ - ########## test_hi_acc 0.49540918163672654 ########## 04/12/2022 15:39:43 - INFO - __main__ - ########## test_ru_acc 0.5668662674650699 ########## 04/12/2022 15:39:52 - INFO - __main__ - ########## test_sw_acc 0.47664670658682634 ########## 04/12/2022 15:40:01 - INFO - __main__ - ########## test_th_acc 0.4656686626746507 ########## 04/12/2022 15:40:10 - INFO - __main__ - ########## test_tr_acc 0.47125748502994014 ########## 04/12/2022 15:40:20 - INFO - __main__ - ########## test_ur_acc 0.35608782435129743 ########## 04/12/2022 15:40:29 - INFO - __main__ - ########## test_vi_acc 0.3439121756487026 ########## 04/12/2022 15:40:38 - INFO - __main__ - ########## test_zh_acc 0.36786427145708583 ########## 04/12/2022 15:40:38 - INFO - __main__ - val_ar_acc = 0.3437751004016064 04/12/2022 15:40:38 - INFO - __main__ - val_bg_acc = 0.4951807228915663 04/12/2022 15:40:38 - INFO - __main__ - val_de_acc = 0.5650602409638554 04/12/2022 15:40:38 - INFO - __main__ - val_el_acc = 0.5172690763052209 04/12/2022 15:40:38 - INFO - __main__ - val_en_acc = 0.6365461847389559 04/12/2022 15:40:38 - INFO - __main__ - val_es_acc = 0.5630522088353414 04/12/2022 15:40:38 - INFO - __main__ - val_fr_acc = 0.6060240963855422 04/12/2022 15:40:38 - INFO - __main__ - val_hi_acc = 0.48032128514056227 04/12/2022 15:40:38 - INFO - __main__ - val_ru_acc = 0.5493975903614458 04/12/2022 15:40:38 - INFO - __main__ - val_sw_acc = 0.4678714859437751 04/12/2022 15:40:38 - INFO - __main__ - val_th_acc = 0.4493975903614458 04/12/2022 15:40:38 - INFO - __main__ - val_tr_acc = 0.4530120481927711 04/12/2022 15:40:38 - INFO - __main__ - val_ur_acc = 0.3582329317269076 04/12/2022 15:40:38 - INFO - __main__ - val_vi_acc = 0.3393574297188755 04/12/2022 15:40:38 - INFO - __main__ - val_zh_acc = 0.37028112449799194 04/12/2022 15:40:38 - INFO - __main__ - val_avg_acc = 0.47965194109772413 04/12/2022 15:40:38 - INFO - __main__ - test_ar_acc = 0.3441117764471058 04/12/2022 15:40:38 - INFO - __main__ - test_bg_acc = 0.5115768463073852 04/12/2022 15:40:38 - INFO - __main__ - test_de_acc = 0.5722554890219561 04/12/2022 15:40:38 - INFO - __main__ - test_el_acc = 0.5315369261477045 04/12/2022 15:40:38 - INFO - __main__ - test_en_acc = 0.6487025948103793 04/12/2022 15:40:38 - INFO - __main__ - test_es_acc = 0.5602794411177645 04/12/2022 15:40:38 - INFO - __main__ - test_fr_acc = 0.6025948103792416 04/12/2022 15:40:38 - INFO - __main__ - test_hi_acc = 0.49540918163672654 04/12/2022 15:40:38 - INFO - __main__ - test_ru_acc = 0.5668662674650699 04/12/2022 15:40:38 - INFO - __main__ - test_sw_acc = 0.47664670658682634 04/12/2022 15:40:38 - INFO - __main__ - test_th_acc = 0.4656686626746507 04/12/2022 15:40:38 - INFO - __main__ - test_tr_acc = 0.47125748502994014 04/12/2022 15:40:38 - INFO - __main__ - test_ur_acc = 0.35608782435129743 04/12/2022 15:40:38 - INFO - __main__ - test_vi_acc = 0.3439121756487026 04/12/2022 15:40:38 - INFO - __main__ - test_zh_acc = 0.36786427145708583 04/12/2022 15:40:38 - INFO - __main__ - test_avg_acc = 0.487651363938789 04/12/2022 15:40:38 - INFO - __main__ - ########## Step 5000 val_avg_acc 0.47965194109772413 test_avg_acc 0.487651363938789 ########## 04/12/2022 15:40:39 - INFO - __main__ - ********** Evaluating Done ********** 04/12/2022 15:40:44 - INFO - __main__ - global_steps 5050 loss: 1.11303546 04/12/2022 15:40:49 - INFO - __main__ - global_steps 5100 loss: 1.14759369 04/12/2022 15:40:53 - INFO - __main__ - global_steps 5150 loss: 1.01234968 04/12/2022 15:40:58 - INFO - __main__ - global_steps 5200 loss: 1.07704268 04/12/2022 15:41:03 - INFO - __main__ - global_steps 5250 loss: 1.06876402 04/12/2022 15:41:07 - INFO - __main__ - global_steps 5300 loss: 1.07023457 04/12/2022 15:41:12 - INFO - __main__ - global_steps 5350 loss: 1.03485661 04/12/2022 15:41:17 - INFO - __main__ - global_steps 5400 loss: 1.32369536 04/12/2022 15:41:21 - INFO - __main__ - global_steps 5450 loss: 1.19440058 04/12/2022 15:41:26 - INFO - __main__ - global_steps 5500 loss: 1.11852713 04/12/2022 15:41:31 - INFO - __main__ - global_steps 5550 loss: 1.09464626 04/12/2022 15:41:35 - INFO - __main__ - global_steps 5600 loss: 1.12538773 04/12/2022 15:41:40 - INFO - __main__ - global_steps 5650 loss: 0.99645806 04/12/2022 15:41:45 - INFO - __main__ - global_steps 5700 loss: 1.01410156 04/12/2022 15:41:49 - INFO - __main__ - global_steps 5750 loss: 1.05830855 04/12/2022 15:41:54 - INFO - __main__ - global_steps 5800 loss: 0.94939256 04/12/2022 15:41:59 - INFO - __main__ - global_steps 5850 loss: 1.06924167 04/12/2022 15:42:04 - INFO - __main__ - global_steps 5900 loss: 1.15785826 04/12/2022 15:42:09 - INFO - __main__ - global_steps 5950 loss: 0.98445336 04/12/2022 15:42:14 - INFO - __main__ - global_steps 6000 loss: 1.00760431 04/12/2022 15:42:19 - INFO - __main__ - global_steps 6050 loss: 1.08042235 04/12/2022 15:42:23 - INFO - __main__ - global_steps 6100 loss: 0.95112919 04/12/2022 15:42:28 - INFO - __main__ - global_steps 6150 loss: 1.11848260 04/12/2022 15:42:33 - INFO - __main__ - global_steps 6200 loss: 0.95731320 04/12/2022 15:42:37 - INFO - __main__ - global_steps 6250 loss: 0.98110086 04/12/2022 15:42:42 - INFO - __main__ - global_steps 6300 loss: 1.01860681 04/12/2022 15:42:47 - INFO - __main__ - global_steps 6350 loss: 0.95418547 04/12/2022 15:42:52 - INFO - __main__ - global_steps 6400 loss: 0.92309535 04/12/2022 15:42:56 - INFO - __main__ - global_steps 6450 loss: 1.03113484 04/12/2022 15:43:01 - INFO - __main__ - global_steps 6500 loss: 1.03262574 04/12/2022 15:43:06 - INFO - __main__ - global_steps 6550 loss: 0.84055241 04/12/2022 15:43:10 - INFO - __main__ - global_steps 6600 loss: 0.88859379 04/12/2022 15:43:15 - INFO - __main__ - global_steps 6650 loss: 0.97223318 04/12/2022 15:43:20 - INFO - __main__ - global_steps 6700 loss: 0.99504721 04/12/2022 15:43:25 - INFO - __main__ - global_steps 6750 loss: 1.00322699 04/12/2022 15:43:29 - INFO - __main__ - global_steps 6800 loss: 0.95783003 04/12/2022 15:43:34 - INFO - __main__ - global_steps 6850 loss: 0.92046301 04/12/2022 15:43:39 - INFO - __main__ - global_steps 6900 loss: 0.86755598 04/12/2022 15:43:43 - INFO - __main__ - global_steps 6950 loss: 0.87543772 04/12/2022 15:43:48 - INFO - __main__ - global_steps 7000 loss: 1.06275516 04/12/2022 15:43:53 - INFO - __main__ - global_steps 7050 loss: 1.04600022 04/12/2022 15:43:57 - INFO - __main__ - global_steps 7100 loss: 0.88983846 04/12/2022 15:44:02 - INFO - __main__ - global_steps 7150 loss: 0.90748483 04/12/2022 15:44:07 - INFO - __main__ - global_steps 7200 loss: 0.92085507 04/12/2022 15:44:11 - INFO - __main__ - global_steps 7250 loss: 0.89044808 04/12/2022 15:44:16 - INFO - __main__ - global_steps 7300 loss: 0.76196174 04/12/2022 15:44:21 - INFO - __main__ - global_steps 7350 loss: 1.01909706 04/12/2022 15:44:26 - INFO - __main__ - global_steps 7400 loss: 0.92309898 04/12/2022 15:44:31 - INFO - __main__ - global_steps 7450 loss: 0.82165130 04/12/2022 15:44:36 - INFO - __main__ - global_steps 7500 loss: 0.97676071 04/12/2022 15:44:36 - INFO - __main__ - ********** Running evaluating ********** 04/12/2022 15:44:40 - INFO - __main__ - ########## val_ar_acc 0.4955823293172691 ########## 04/12/2022 15:44:45 - INFO - __main__ - ########## val_bg_acc 0.5931726907630522 ########## 04/12/2022 15:44:49 - INFO - __main__ - ########## val_de_acc 0.6610441767068274 ########## 04/12/2022 15:44:54 - INFO - __main__ - ########## val_el_acc 0.6224899598393574 ########## 04/12/2022 15:44:58 - INFO - __main__ - ########## val_en_acc 0.697991967871486 ########## 04/12/2022 15:45:03 - INFO - __main__ - ########## val_es_acc 0.6598393574297189 ########## 04/12/2022 15:45:08 - INFO - __main__ - ########## val_fr_acc 0.6666666666666666 ########## 04/12/2022 15:45:13 - INFO - __main__ - ########## val_hi_acc 0.5409638554216868 ########## 04/12/2022 15:45:17 - INFO - __main__ - ########## val_ru_acc 0.5927710843373494 ########## 04/12/2022 15:45:22 - INFO - __main__ - ########## val_sw_acc 0.570281124497992 ########## 04/12/2022 15:45:26 - INFO - __main__ - ########## val_th_acc 0.5224899598393574 ########## 04/12/2022 15:45:31 - INFO - __main__ - ########## val_tr_acc 0.5301204819277109 ########## 04/12/2022 15:45:35 - INFO - __main__ - ########## val_ur_acc 0.4755020080321285 ########## 04/12/2022 15:45:40 - INFO - __main__ - ########## val_vi_acc 0.43614457831325304 ########## 04/12/2022 15:45:45 - INFO - __main__ - ########## val_zh_acc 0.42208835341365464 ########## 04/12/2022 15:45:54 - INFO - __main__ - ########## test_ar_acc 0.4998003992015968 ########## 04/12/2022 15:46:03 - INFO - __main__ - ########## test_bg_acc 0.6037924151696606 ########## 04/12/2022 15:46:13 - INFO - __main__ - ########## test_de_acc 0.6692614770459082 ########## 04/12/2022 15:46:22 - INFO - __main__ - ########## test_el_acc 0.629940119760479 ########## 04/12/2022 15:46:31 - INFO - __main__ - ########## test_en_acc 0.700998003992016 ########## 04/12/2022 15:46:40 - INFO - __main__ - ########## test_es_acc 0.6437125748502994 ########## 04/12/2022 15:46:50 - INFO - __main__ - ########## test_fr_acc 0.6728542914171657 ########## 04/12/2022 15:47:00 - INFO - __main__ - ########## test_hi_acc 0.5415169660678643 ########## 04/12/2022 15:47:10 - INFO - __main__ - ########## test_ru_acc 0.5992015968063872 ########## 04/12/2022 15:47:19 - INFO - __main__ - ########## test_sw_acc 0.5858283433133733 ########## 04/12/2022 15:47:28 - INFO - __main__ - ########## test_th_acc 0.5385229540918164 ########## 04/12/2022 15:47:37 - INFO - __main__ - ########## test_tr_acc 0.5405189620758483 ########## 04/12/2022 15:47:46 - INFO - __main__ - ########## test_ur_acc 0.47125748502994014 ########## 04/12/2022 15:47:56 - INFO - __main__ - ########## test_vi_acc 0.4431137724550898 ########## 04/12/2022 15:48:05 - INFO - __main__ - ########## test_zh_acc 0.4179640718562874 ########## 04/12/2022 15:48:05 - INFO - __main__ - val_ar_acc = 0.4955823293172691 04/12/2022 15:48:05 - INFO - __main__ - val_bg_acc = 0.5931726907630522 04/12/2022 15:48:05 - INFO - __main__ - val_de_acc = 0.6610441767068274 04/12/2022 15:48:05 - INFO - __main__ - val_el_acc = 0.6224899598393574 04/12/2022 15:48:05 - INFO - __main__ - val_en_acc = 0.697991967871486 04/12/2022 15:48:05 - INFO - __main__ - val_es_acc = 0.6598393574297189 04/12/2022 15:48:05 - INFO - __main__ - val_fr_acc = 0.6666666666666666 04/12/2022 15:48:05 - INFO - __main__ - val_hi_acc = 0.5409638554216868 04/12/2022 15:48:05 - INFO - __main__ - val_ru_acc = 0.5927710843373494 04/12/2022 15:48:05 - INFO - __main__ - val_sw_acc = 0.570281124497992 04/12/2022 15:48:05 - INFO - __main__ - val_th_acc = 0.5224899598393574 04/12/2022 15:48:05 - INFO - __main__ - val_tr_acc = 0.5301204819277109 04/12/2022 15:48:05 - INFO - __main__ - val_ur_acc = 0.4755020080321285 04/12/2022 15:48:05 - INFO - __main__ - val_vi_acc = 0.43614457831325304 04/12/2022 15:48:05 - INFO - __main__ - val_zh_acc = 0.42208835341365464 04/12/2022 15:48:05 - INFO - __main__ - val_avg_acc = 0.565809906291834 04/12/2022 15:48:05 - INFO - __main__ - test_ar_acc = 0.4998003992015968 04/12/2022 15:48:05 - INFO - __main__ - test_bg_acc = 0.6037924151696606 04/12/2022 15:48:05 - INFO - __main__ - test_de_acc = 0.6692614770459082 04/12/2022 15:48:05 - INFO - __main__ - test_el_acc = 0.629940119760479 04/12/2022 15:48:05 - INFO - __main__ - test_en_acc = 0.700998003992016 04/12/2022 15:48:05 - INFO - __main__ - test_es_acc = 0.6437125748502994 04/12/2022 15:48:05 - INFO - __main__ - test_fr_acc = 0.6728542914171657 04/12/2022 15:48:05 - INFO - __main__ - test_hi_acc = 0.5415169660678643 04/12/2022 15:48:05 - INFO - __main__ - test_ru_acc = 0.5992015968063872 04/12/2022 15:48:05 - INFO - __main__ - test_sw_acc = 0.5858283433133733 04/12/2022 15:48:05 - INFO - __main__ - test_th_acc = 0.5385229540918164 04/12/2022 15:48:05 - INFO - __main__ - test_tr_acc = 0.5405189620758483 04/12/2022 15:48:05 - INFO - __main__ - test_ur_acc = 0.47125748502994014 04/12/2022 15:48:05 - INFO - __main__ - test_vi_acc = 0.4431137724550898 04/12/2022 15:48:05 - INFO - __main__ - test_zh_acc = 0.4179640718562874 04/12/2022 15:48:05 - INFO - __main__ - test_avg_acc = 0.5705522288755823 04/12/2022 15:48:05 - INFO - __main__ - ########## Step 7500 val_avg_acc 0.565809906291834 test_avg_acc 0.5705522288755823 ########## 04/12/2022 15:48:06 - INFO - __main__ - ********** Evaluating Done ********** 04/12/2022 15:48:11 - INFO - __main__ - global_steps 7550 loss: 0.86035062 04/12/2022 15:48:15 - INFO - __main__ - global_steps 7600 loss: 0.95669859 04/12/2022 15:48:20 - INFO - __main__ - global_steps 7650 loss: 0.88522214 04/12/2022 15:48:25 - INFO - __main__ - global_steps 7700 loss: 0.85422249 04/12/2022 15:48:29 - INFO - __main__ - global_steps 7750 loss: 0.97795612 04/12/2022 15:48:34 - INFO - __main__ - global_steps 7800 loss: 0.84304090 04/12/2022 15:48:39 - INFO - __main__ - global_steps 7850 loss: 0.84810612 04/12/2022 15:48:43 - INFO - __main__ - global_steps 7900 loss: 0.78482531 04/12/2022 15:48:48 - INFO - __main__ - global_steps 7950 loss: 0.96132251 04/12/2022 15:48:52 - INFO - __main__ - global_steps 8000 loss: 0.78242101 04/12/2022 15:48:57 - INFO - __main__ - global_steps 8050 loss: 0.81479395 04/12/2022 15:49:02 - INFO - __main__ - global_steps 8100 loss: 0.91718786 04/12/2022 15:49:06 - INFO - __main__ - global_steps 8150 loss: 0.82572164 04/12/2022 15:49:11 - INFO - __main__ - global_steps 8200 loss: 0.86990692 04/12/2022 15:49:16 - INFO - __main__ - global_steps 8250 loss: 0.87038291 04/12/2022 15:49:20 - INFO - __main__ - global_steps 8300 loss: 0.77944939 04/12/2022 15:49:25 - INFO - __main__ - global_steps 8350 loss: 0.83300155 04/12/2022 15:49:30 - INFO - __main__ - global_steps 8400 loss: 0.83402527 04/12/2022 15:49:34 - INFO - __main__ - global_steps 8450 loss: 0.76931815 04/12/2022 15:49:39 - INFO - __main__ - global_steps 8500 loss: 0.72085497 04/12/2022 15:49:43 - INFO - __main__ - global_steps 8550 loss: 0.73361916 04/12/2022 15:49:48 - INFO - __main__ - global_steps 8600 loss: 0.76431945 04/12/2022 15:49:53 - INFO - __main__ - global_steps 8650 loss: 0.91017227 04/12/2022 15:49:57 - INFO - __main__ - global_steps 8700 loss: 0.81015992 04/12/2022 15:50:02 - INFO - __main__ - global_steps 8750 loss: 0.84735133 04/12/2022 15:50:07 - INFO - __main__ - global_steps 8800 loss: 0.89877466 04/12/2022 15:50:11 - INFO - __main__ - global_steps 8850 loss: 0.83924778 04/12/2022 15:50:15 - INFO - __main__ - global_steps 8900 loss: 0.83329299 04/12/2022 15:50:20 - INFO - __main__ - global_steps 8950 loss: 0.76196095 04/12/2022 15:50:25 - INFO - __main__ - global_steps 9000 loss: 0.72799885 04/12/2022 15:50:29 - INFO - __main__ - global_steps 9050 loss: 0.81254423 04/12/2022 15:50:34 - INFO - __main__ - global_steps 9100 loss: 0.70634591 04/12/2022 15:50:39 - INFO - __main__ - global_steps 9150 loss: 0.78214470 04/12/2022 15:50:43 - INFO - __main__ - global_steps 9200 loss: 0.72176245 04/12/2022 15:50:48 - INFO - __main__ - global_steps 9250 loss: 0.78106734 04/12/2022 15:50:53 - INFO - __main__ - global_steps 9300 loss: 0.71407106 04/12/2022 15:50:58 - INFO - __main__ - global_steps 9350 loss: 0.83117007 04/12/2022 15:51:02 - INFO - __main__ - global_steps 9400 loss: 0.79643682 04/12/2022 15:51:07 - INFO - __main__ - global_steps 9450 loss: 0.77180661 04/12/2022 15:51:11 - INFO - __main__ - global_steps 9500 loss: 0.81002051 04/12/2022 15:51:16 - INFO - __main__ - global_steps 9550 loss: 0.79486546 04/12/2022 15:51:21 - INFO - __main__ - global_steps 9600 loss: 0.69788525 04/12/2022 15:51:26 - INFO - __main__ - global_steps 9650 loss: 0.77179257 04/12/2022 15:51:31 - INFO - __main__ - global_steps 9700 loss: 0.73404813 04/12/2022 15:51:36 - INFO - __main__ - global_steps 9750 loss: 0.65752588 04/12/2022 15:51:40 - INFO - __main__ - global_steps 9800 loss: 0.81424592 04/12/2022 15:51:45 - INFO - __main__ - global_steps 9850 loss: 0.73856587 04/12/2022 15:51:50 - INFO - __main__ - global_steps 9900 loss: 0.71163185 04/12/2022 15:51:54 - INFO - __main__ - global_steps 9950 loss: 0.77840056 04/12/2022 15:51:59 - INFO - __main__ - global_steps 10000 loss: 0.76940975 04/12/2022 15:51:59 - INFO - __main__ - ********** Running evaluating ********** 04/12/2022 15:52:04 - INFO - __main__ - ########## val_ar_acc 0.5751004016064257 ########## 04/12/2022 15:52:08 - INFO - __main__ - ########## val_bg_acc 0.6160642570281124 ########## 04/12/2022 15:52:13 - INFO - __main__ - ########## val_de_acc 0.691566265060241 ########## 04/12/2022 15:52:17 - INFO - __main__ - ########## val_el_acc 0.6751004016064257 ########## 04/12/2022 15:52:22 - INFO - __main__ - ########## val_en_acc 0.7257028112449799 ########## 04/12/2022 15:52:26 - INFO - __main__ - ########## val_es_acc 0.6879518072289157 ########## 04/12/2022 15:52:31 - INFO - __main__ - ########## val_fr_acc 0.6911646586345381 ########## 04/12/2022 15:52:36 - INFO - __main__ - ########## val_hi_acc 0.5795180722891566 ########## 04/12/2022 15:52:41 - INFO - __main__ - ########## val_ru_acc 0.6216867469879518 ########## 04/12/2022 15:52:45 - INFO - __main__ - ########## val_sw_acc 0.5963855421686747 ########## 04/12/2022 15:52:50 - INFO - __main__ - ########## val_th_acc 0.6016064257028112 ########## 04/12/2022 15:52:54 - INFO - __main__ - ########## val_tr_acc 0.5710843373493976 ########## 04/12/2022 15:52:59 - INFO - __main__ - ########## val_ur_acc 0.5875502008032129 ########## 04/12/2022 15:53:03 - INFO - __main__ - ########## val_vi_acc 0.5674698795180723 ########## 04/12/2022 15:53:08 - INFO - __main__ - ########## val_zh_acc 0.4614457831325301 ########## 04/12/2022 15:53:17 - INFO - __main__ - ########## test_ar_acc 0.5744510978043912 ########## 04/12/2022 15:53:26 - INFO - __main__ - ########## test_bg_acc 0.627744510978044 ########## 04/12/2022 15:53:35 - INFO - __main__ - ########## test_de_acc 0.6916167664670658 ########## 04/12/2022 15:53:45 - INFO - __main__ - ########## test_el_acc 0.6830339321357285 ########## 04/12/2022 15:53:54 - INFO - __main__ - ########## test_en_acc 0.7285429141716567 ########## 04/12/2022 15:54:03 - INFO - __main__ - ########## test_es_acc 0.6742514970059881 ########## 04/12/2022 15:54:12 - INFO - __main__ - ########## test_fr_acc 0.6996007984031936 ########## 04/12/2022 15:54:22 - INFO - __main__ - ########## test_hi_acc 0.579441117764471 ########## 04/12/2022 15:54:31 - INFO - __main__ - ########## test_ru_acc 0.640119760479042 ########## 04/12/2022 15:54:40 - INFO - __main__ - ########## test_sw_acc 0.6169660678642714 ########## 04/12/2022 15:54:49 - INFO - __main__ - ########## test_th_acc 0.6151696606786428 ########## 04/12/2022 15:54:58 - INFO - __main__ - ########## test_tr_acc 0.5836327345309381 ########## 04/12/2022 15:55:08 - INFO - __main__ - ########## test_ur_acc 0.5808383233532934 ########## 04/12/2022 15:55:17 - INFO - __main__ - ########## test_vi_acc 0.5692614770459082 ########## 04/12/2022 15:55:26 - INFO - __main__ - ########## test_zh_acc 0.4564870259481038 ########## 04/12/2022 15:55:26 - INFO - __main__ - val_ar_acc = 0.5751004016064257 04/12/2022 15:55:26 - INFO - __main__ - val_bg_acc = 0.6160642570281124 04/12/2022 15:55:26 - INFO - __main__ - val_de_acc = 0.691566265060241 04/12/2022 15:55:26 - INFO - __main__ - val_el_acc = 0.6751004016064257 04/12/2022 15:55:26 - INFO - __main__ - val_en_acc = 0.7257028112449799 04/12/2022 15:55:26 - INFO - __main__ - val_es_acc = 0.6879518072289157 04/12/2022 15:55:26 - INFO - __main__ - val_fr_acc = 0.6911646586345381 04/12/2022 15:55:26 - INFO - __main__ - val_hi_acc = 0.5795180722891566 04/12/2022 15:55:26 - INFO - __main__ - val_ru_acc = 0.6216867469879518 04/12/2022 15:55:26 - INFO - __main__ - val_sw_acc = 0.5963855421686747 04/12/2022 15:55:26 - INFO - __main__ - val_th_acc = 0.6016064257028112 04/12/2022 15:55:26 - INFO - __main__ - val_tr_acc = 0.5710843373493976 04/12/2022 15:55:26 - INFO - __main__ - val_ur_acc = 0.5875502008032129 04/12/2022 15:55:26 - INFO - __main__ - val_vi_acc = 0.5674698795180723 04/12/2022 15:55:26 - INFO - __main__ - val_zh_acc = 0.4614457831325301 04/12/2022 15:55:26 - INFO - __main__ - val_avg_acc = 0.6166265060240963 04/12/2022 15:55:26 - INFO - __main__ - test_ar_acc = 0.5744510978043912 04/12/2022 15:55:26 - INFO - __main__ - test_bg_acc = 0.627744510978044 04/12/2022 15:55:26 - INFO - __main__ - test_de_acc = 0.6916167664670658 04/12/2022 15:55:26 - INFO - __main__ - test_el_acc = 0.6830339321357285 04/12/2022 15:55:26 - INFO - __main__ - test_en_acc = 0.7285429141716567 04/12/2022 15:55:26 - INFO - __main__ - test_es_acc = 0.6742514970059881 04/12/2022 15:55:26 - INFO - __main__ - test_fr_acc = 0.6996007984031936 04/12/2022 15:55:26 - INFO - __main__ - test_hi_acc = 0.579441117764471 04/12/2022 15:55:26 - INFO - __main__ - test_ru_acc = 0.640119760479042 04/12/2022 15:55:26 - INFO - __main__ - test_sw_acc = 0.6169660678642714 04/12/2022 15:55:26 - INFO - __main__ - test_th_acc = 0.6151696606786428 04/12/2022 15:55:26 - INFO - __main__ - test_tr_acc = 0.5836327345309381 04/12/2022 15:55:26 - INFO - __main__ - test_ur_acc = 0.5808383233532934 04/12/2022 15:55:26 - INFO - __main__ - test_vi_acc = 0.5692614770459082 04/12/2022 15:55:26 - INFO - __main__ - test_zh_acc = 0.4564870259481038 04/12/2022 15:55:26 - INFO - __main__ - test_avg_acc = 0.6214105123087158 04/12/2022 15:55:26 - INFO - __main__ - ########## Step 10000 val_avg_acc 0.6166265060240963 test_avg_acc 0.6214105123087158 ########## 04/12/2022 15:55:27 - INFO - utils - remove old ckpt: xnli_right_avg_new/ckpt/step-2500-test_avg_acc-0.3968063872255489-val_avg_acc-0.39405622489959846 04/12/2022 15:55:27 - INFO - __main__ - ********** Evaluating Done ********** 04/12/2022 15:55:32 - INFO - __main__ - global_steps 10050 loss: 0.74018700 04/12/2022 15:55:37 - INFO - __main__ - global_steps 10100 loss: 0.74639806 04/12/2022 15:55:42 - INFO - __main__ - global_steps 10150 loss: 0.75764038 04/12/2022 15:55:46 - INFO - __main__ - global_steps 10200 loss: 0.65822566 04/12/2022 15:55:51 - INFO - __main__ - global_steps 10250 loss: 0.71166364 04/12/2022 15:55:56 - INFO - __main__ - global_steps 10300 loss: 0.65861667 04/12/2022 15:56:00 - INFO - __main__ - global_steps 10350 loss: 0.71407204 04/12/2022 15:56:05 - INFO - __main__ - global_steps 10400 loss: 0.79977844 04/12/2022 15:56:10 - INFO - __main__ - global_steps 10450 loss: 0.66877032 04/12/2022 15:56:14 - INFO - __main__ - global_steps 10500 loss: 0.77252324 04/12/2022 15:56:19 - INFO - __main__ - global_steps 10550 loss: 0.79994718 04/12/2022 15:56:24 - INFO - __main__ - global_steps 10600 loss: 0.71862070 04/12/2022 15:56:29 - INFO - __main__ - global_steps 10650 loss: 0.76819203 04/12/2022 15:56:33 - INFO - __main__ - global_steps 10700 loss: 0.69625301 04/12/2022 15:56:38 - INFO - __main__ - global_steps 10750 loss: 0.75733596 04/12/2022 15:56:42 - INFO - __main__ - global_steps 10800 loss: 0.66996051 04/12/2022 15:56:47 - INFO - __main__ - global_steps 10850 loss: 0.64033039 04/12/2022 15:56:52 - INFO - __main__ - global_steps 10900 loss: 0.71365770 04/12/2022 15:56:56 - INFO - __main__ - global_steps 10950 loss: 0.71669523 04/12/2022 15:57:01 - INFO - __main__ - global_steps 11000 loss: 0.74166660 04/12/2022 15:57:06 - INFO - __main__ - global_steps 11050 loss: 0.70241584 04/12/2022 15:57:10 - INFO - __main__ - global_steps 11100 loss: 0.78538066 04/12/2022 15:57:15 - INFO - __main__ - global_steps 11150 loss: 0.78039065 04/12/2022 15:57:20 - INFO - __main__ - global_steps 11200 loss: 0.72069658 04/12/2022 15:57:24 - INFO - __main__ - global_steps 11250 loss: 0.70991353 04/12/2022 15:57:29 - INFO - __main__ - global_steps 11300 loss: 0.70225984 04/12/2022 15:57:34 - INFO - __main__ - global_steps 11350 loss: 0.66375379 04/12/2022 15:57:38 - INFO - __main__ - global_steps 11400 loss: 0.79044724 04/12/2022 15:57:43 - INFO - __main__ - global_steps 11450 loss: 0.67381121 04/12/2022 15:57:48 - INFO - __main__ - global_steps 11500 loss: 0.76057339 04/12/2022 15:57:52 - INFO - __main__ - global_steps 11550 loss: 0.67678478 04/12/2022 15:57:57 - INFO - __main__ - global_steps 11600 loss: 0.73066062 04/12/2022 15:58:02 - INFO - __main__ - global_steps 11650 loss: 0.70886663 04/12/2022 15:58:06 - INFO - __main__ - global_steps 11700 loss: 0.68780489 04/12/2022 15:58:11 - INFO - __main__ - global_steps 11750 loss: 0.71661211 04/12/2022 15:58:15 - INFO - __main__ - global_steps 11800 loss: 0.64697128 04/12/2022 15:58:20 - INFO - __main__ - global_steps 11850 loss: 0.73102061 04/12/2022 15:58:24 - INFO - __main__ - global_steps 11900 loss: 0.70366917 04/12/2022 15:58:28 - INFO - __main__ - global_steps 11950 loss: 0.76818164 04/12/2022 15:58:33 - INFO - __main__ - global_steps 12000 loss: 0.72207579 04/12/2022 15:58:37 - INFO - __main__ - global_steps 12050 loss: 0.65463489 04/12/2022 15:58:41 - INFO - __main__ - global_steps 12100 loss: 0.71540924 04/12/2022 15:58:45 - INFO - __main__ - global_steps 12150 loss: 0.70957265 04/12/2022 15:58:50 - INFO - __main__ - global_steps 12200 loss: 0.74864058 04/12/2022 15:58:55 - INFO - __main__ - global_steps 12250 loss: 0.57143093 04/12/2022 15:58:59 - INFO - __main__ - global_steps 12300 loss: 0.61892914 04/12/2022 15:59:04 - INFO - __main__ - global_steps 12350 loss: 0.75875548 04/12/2022 15:59:09 - INFO - __main__ - global_steps 12400 loss: 0.67344224 04/12/2022 15:59:13 - INFO - __main__ - global_steps 12450 loss: 0.88388016 04/12/2022 15:59:18 - INFO - __main__ - global_steps 12500 loss: 0.64295866 04/12/2022 15:59:18 - INFO - __main__ - ********** Running evaluating ********** 04/12/2022 15:59:23 - INFO - __main__ - ########## val_ar_acc 0.578714859437751 ########## 04/12/2022 15:59:27 - INFO - __main__ - ########## val_bg_acc 0.706425702811245 ########## 04/12/2022 15:59:32 - INFO - __main__ - ########## val_de_acc 0.7 ########## 04/12/2022 15:59:36 - INFO - __main__ - ########## val_el_acc 0.6586345381526104 ########## 04/12/2022 15:59:41 - INFO - __main__ - ########## val_en_acc 0.7706827309236948 ########## 04/12/2022 15:59:45 - INFO - __main__ - ########## val_es_acc 0.7180722891566265 ########## 04/12/2022 15:59:50 - INFO - __main__ - ########## val_fr_acc 0.7152610441767068 ########## 04/12/2022 15:59:55 - INFO - __main__ - ########## val_hi_acc 0.642570281124498 ########## 04/12/2022 16:00:00 - INFO - __main__ - ########## val_ru_acc 0.6887550200803213 ########## 04/12/2022 16:00:04 - INFO - __main__ - ########## val_sw_acc 0.6317269076305221 ########## 04/12/2022 16:00:08 - INFO - __main__ - ########## val_th_acc 0.6080321285140562 ########## 04/12/2022 16:00:13 - INFO - __main__ - ########## val_tr_acc 0.642570281124498 ########## 04/12/2022 16:00:18 - INFO - __main__ - ########## val_ur_acc 0.5413654618473895 ########## 04/12/2022 16:00:22 - INFO - __main__ - ########## val_vi_acc 0.6742971887550201 ########## 04/12/2022 16:00:27 - INFO - __main__ - ########## val_zh_acc 0.6465863453815262 ########## 04/12/2022 16:00:36 - INFO - __main__ - ########## test_ar_acc 0.5708582834331337 ########## 04/12/2022 16:00:45 - INFO - __main__ - ########## test_bg_acc 0.7065868263473054 ########## 04/12/2022 16:00:54 - INFO - __main__ - ########## test_de_acc 0.6978043912175649 ########## 04/12/2022 16:01:04 - INFO - __main__ - ########## test_el_acc 0.6550898203592814 ########## 04/12/2022 16:01:14 - INFO - __main__ - ########## test_en_acc 0.774251497005988 ########## 04/12/2022 16:01:23 - INFO - __main__ - ########## test_es_acc 0.7113772455089821 ########## 04/12/2022 16:01:32 - INFO - __main__ - ########## test_fr_acc 0.7221556886227545 ########## 04/12/2022 16:01:42 - INFO - __main__ - ########## test_hi_acc 0.6379241516966068 ########## 04/12/2022 16:01:52 - INFO - __main__ - ########## test_ru_acc 0.6904191616766467 ########## 04/12/2022 16:02:01 - INFO - __main__ - ########## test_sw_acc 0.6425149700598802 ########## 04/12/2022 16:02:10 - INFO - __main__ - ########## test_th_acc 0.6157684630738522 ########## 04/12/2022 16:02:19 - INFO - __main__ - ########## test_tr_acc 0.6600798403193613 ########## 04/12/2022 16:02:28 - INFO - __main__ - ########## test_ur_acc 0.5457085828343313 ########## 04/12/2022 16:02:37 - INFO - __main__ - ########## test_vi_acc 0.667065868263473 ########## 04/12/2022 16:02:46 - INFO - __main__ - ########## test_zh_acc 0.6317365269461078 ########## 04/12/2022 16:02:46 - INFO - __main__ - val_ar_acc = 0.578714859437751 04/12/2022 16:02:46 - INFO - __main__ - val_bg_acc = 0.706425702811245 04/12/2022 16:02:46 - INFO - __main__ - val_de_acc = 0.7 04/12/2022 16:02:46 - INFO - __main__ - val_el_acc = 0.6586345381526104 04/12/2022 16:02:46 - INFO - __main__ - val_en_acc = 0.7706827309236948 04/12/2022 16:02:46 - INFO - __main__ - val_es_acc = 0.7180722891566265 04/12/2022 16:02:46 - INFO - __main__ - val_fr_acc = 0.7152610441767068 04/12/2022 16:02:46 - INFO - __main__ - val_hi_acc = 0.642570281124498 04/12/2022 16:02:46 - INFO - __main__ - val_ru_acc = 0.6887550200803213 04/12/2022 16:02:46 - INFO - __main__ - val_sw_acc = 0.6317269076305221 04/12/2022 16:02:46 - INFO - __main__ - val_th_acc = 0.6080321285140562 04/12/2022 16:02:46 - INFO - __main__ - val_tr_acc = 0.642570281124498 04/12/2022 16:02:46 - INFO - __main__ - val_ur_acc = 0.5413654618473895 04/12/2022 16:02:46 - INFO - __main__ - val_vi_acc = 0.6742971887550201 04/12/2022 16:02:46 - INFO - __main__ - val_zh_acc = 0.6465863453815262 04/12/2022 16:02:46 - INFO - __main__ - val_avg_acc = 0.6615796519410978 04/12/2022 16:02:46 - INFO - __main__ - test_ar_acc = 0.5708582834331337 04/12/2022 16:02:46 - INFO - __main__ - test_bg_acc = 0.7065868263473054 04/12/2022 16:02:46 - INFO - __main__ - test_de_acc = 0.6978043912175649 04/12/2022 16:02:46 - INFO - __main__ - test_el_acc = 0.6550898203592814 04/12/2022 16:02:46 - INFO - __main__ - test_en_acc = 0.774251497005988 04/12/2022 16:02:46 - INFO - __main__ - test_es_acc = 0.7113772455089821 04/12/2022 16:02:46 - INFO - __main__ - test_fr_acc = 0.7221556886227545 04/12/2022 16:02:46 - INFO - __main__ - test_hi_acc = 0.6379241516966068 04/12/2022 16:02:46 - INFO - __main__ - test_ru_acc = 0.6904191616766467 04/12/2022 16:02:46 - INFO - __main__ - test_sw_acc = 0.6425149700598802 04/12/2022 16:02:46 - INFO - __main__ - test_th_acc = 0.6157684630738522 04/12/2022 16:02:46 - INFO - __main__ - test_tr_acc = 0.6600798403193613 04/12/2022 16:02:46 - INFO - __main__ - test_ur_acc = 0.5457085828343313 04/12/2022 16:02:46 - INFO - __main__ - test_vi_acc = 0.667065868263473 04/12/2022 16:02:46 - INFO - __main__ - test_zh_acc = 0.6317365269461078 04/12/2022 16:02:46 - INFO - __main__ - test_avg_acc = 0.6619560878243512 04/12/2022 16:02:46 - INFO - __main__ - ########## Step 12500 val_avg_acc 0.6615796519410978 test_avg_acc 0.6619560878243512 ########## 04/12/2022 16:02:47 - INFO - utils - remove old ckpt: xnli_right_avg_new/ckpt/step-5000-test_avg_acc-0.487651363938789-val_avg_acc-0.47965194109772413 04/12/2022 16:02:47 - INFO - __main__ - ********** Evaluating Done ********** 04/12/2022 16:02:52 - INFO - __main__ - global_steps 12550 loss: 0.59335085 04/12/2022 16:02:57 - INFO - __main__ - global_steps 12600 loss: 0.67219276 04/12/2022 16:03:01 - INFO - __main__ - global_steps 12650 loss: 0.68006799 04/12/2022 16:03:06 - INFO - __main__ - global_steps 12700 loss: 0.71859714 04/12/2022 16:03:10 - INFO - __main__ - global_steps 12750 loss: 0.65512724 04/12/2022 16:03:14 - INFO - __main__ - global_steps 12800 loss: 0.69625453 04/12/2022 16:03:19 - INFO - __main__ - global_steps 12850 loss: 0.55672664 04/12/2022 16:03:23 - INFO - __main__ - global_steps 12900 loss: 0.71625252 04/12/2022 16:03:27 - INFO - __main__ - global_steps 12950 loss: 0.67569470 04/12/2022 16:03:32 - INFO - __main__ - global_steps 13000 loss: 0.68345707 04/12/2022 16:03:36 - INFO - __main__ - global_steps 13050 loss: 0.62141755 04/12/2022 16:03:41 - INFO - __main__ - global_steps 13100 loss: 0.74814529 04/12/2022 16:03:45 - INFO - __main__ - global_steps 13150 loss: 0.70133596 04/12/2022 16:03:50 - INFO - __main__ - global_steps 13200 loss: 0.77097889 04/12/2022 16:03:55 - INFO - __main__ - global_steps 13250 loss: 0.60501504 04/12/2022 16:04:00 - INFO - __main__ - global_steps 13300 loss: 0.66450142 04/12/2022 16:04:05 - INFO - __main__ - global_steps 13350 loss: 0.56754874 04/12/2022 16:04:10 - INFO - __main__ - global_steps 13400 loss: 0.77883188 04/12/2022 16:04:15 - INFO - __main__ - global_steps 13450 loss: 0.58870229 04/12/2022 16:04:19 - INFO - __main__ - global_steps 13500 loss: 0.63939074 04/12/2022 16:04:24 - INFO - __main__ - global_steps 13550 loss: 0.69552524 04/12/2022 16:04:29 - INFO - __main__ - global_steps 13600 loss: 0.78722057 04/12/2022 16:04:34 - INFO - __main__ - global_steps 13650 loss: 0.62687119 04/12/2022 16:04:39 - INFO - __main__ - global_steps 13700 loss: 0.65828219 04/12/2022 16:04:44 - INFO - __main__ - global_steps 13750 loss: 0.72084043 04/12/2022 16:04:48 - INFO - __main__ - global_steps 13800 loss: 0.65745413 04/12/2022 16:04:53 - INFO - __main__ - global_steps 13850 loss: 0.65576107 04/12/2022 16:04:58 - INFO - __main__ - global_steps 13900 loss: 0.61151380 04/12/2022 16:05:02 - INFO - __main__ - global_steps 13950 loss: 0.67666304 04/12/2022 16:05:07 - INFO - __main__ - global_steps 14000 loss: 0.67230889 04/12/2022 16:05:11 - INFO - __main__ - global_steps 14050 loss: 0.54546604 04/12/2022 16:05:16 - INFO - __main__ - global_steps 14100 loss: 0.64751145 04/12/2022 16:05:20 - INFO - __main__ - global_steps 14150 loss: 0.71115504 04/12/2022 16:05:24 - INFO - __main__ - global_steps 14200 loss: 0.64551227 04/12/2022 16:05:29 - INFO - __main__ - global_steps 14250 loss: 0.61723852 04/12/2022 16:05:33 - INFO - __main__ - global_steps 14300 loss: 0.61919469 04/12/2022 16:05:38 - INFO - __main__ - global_steps 14350 loss: 0.64749971 04/12/2022 16:05:43 - INFO - __main__ - global_steps 14400 loss: 0.64381659 04/12/2022 16:05:47 - INFO - __main__ - global_steps 14450 loss: 0.67738145 04/12/2022 16:05:52 - INFO - __main__ - global_steps 14500 loss: 0.62752953 04/12/2022 16:05:57 - INFO - __main__ - global_steps 14550 loss: 0.69441347 04/12/2022 16:06:01 - INFO - __main__ - global_steps 14600 loss: 0.67948761 04/12/2022 16:06:06 - INFO - __main__ - global_steps 14650 loss: 0.69552062 04/12/2022 16:06:11 - INFO - __main__ - global_steps 14700 loss: 0.68215099 04/12/2022 16:06:15 - INFO - __main__ - global_steps 14750 loss: 0.65137314 04/12/2022 16:06:20 - INFO - __main__ - global_steps 14800 loss: 0.64368827 04/12/2022 16:06:24 - INFO - __main__ - global_steps 14850 loss: 0.67144937 04/12/2022 16:06:29 - INFO - __main__ - global_steps 14900 loss: 0.64604334 04/12/2022 16:06:34 - INFO - __main__ - global_steps 14950 loss: 0.62496172 04/12/2022 16:06:38 - INFO - __main__ - global_steps 15000 loss: 0.62756104 04/12/2022 16:06:38 - INFO - __main__ - ********** Running evaluating ********** 04/12/2022 16:06:43 - INFO - __main__ - ########## val_ar_acc 0.6204819277108434 ########## 04/12/2022 16:06:48 - INFO - __main__ - ########## val_bg_acc 0.6871485943775101 ########## 04/12/2022 16:06:52 - INFO - __main__ - ########## val_de_acc 0.7140562248995984 ########## 04/12/2022 16:06:57 - INFO - __main__ - ########## val_el_acc 0.6831325301204819 ########## 04/12/2022 16:07:01 - INFO - __main__ - ########## val_en_acc 0.7823293172690763 ########## 04/12/2022 16:07:06 - INFO - __main__ - ########## val_es_acc 0.7253012048192771 ########## 04/12/2022 16:07:10 - INFO - __main__ - ########## val_fr_acc 0.7220883534136546 ########## 04/12/2022 16:07:15 - INFO - __main__ - ########## val_hi_acc 0.6349397590361445 ########## 04/12/2022 16:07:20 - INFO - __main__ - ########## val_ru_acc 0.6855421686746987 ########## 04/12/2022 16:07:24 - INFO - __main__ - ########## val_sw_acc 0.642570281124498 ########## 04/12/2022 16:07:29 - INFO - __main__ - ########## val_th_acc 0.6417670682730924 ########## 04/12/2022 16:07:33 - INFO - __main__ - ########## val_tr_acc 0.6196787148594377 ########## 04/12/2022 16:07:38 - INFO - __main__ - ########## val_ur_acc 0.5987951807228916 ########## 04/12/2022 16:07:42 - INFO - __main__ - ########## val_vi_acc 0.6779116465863454 ########## 04/12/2022 16:07:47 - INFO - __main__ - ########## val_zh_acc 0.6100401606425703 ########## 04/12/2022 16:07:56 - INFO - __main__ - ########## test_ar_acc 0.6249500998003992 ########## 04/12/2022 16:08:05 - INFO - __main__ - ########## test_bg_acc 0.7053892215568862 ########## 04/12/2022 16:08:15 - INFO - __main__ - ########## test_de_acc 0.7111776447105789 ########## 04/12/2022 16:08:24 - INFO - __main__ - ########## test_el_acc 0.6892215568862275 ########## 04/12/2022 16:08:33 - INFO - __main__ - ########## test_en_acc 0.7838323353293413 ########## 04/12/2022 16:08:42 - INFO - __main__ - ########## test_es_acc 0.7115768463073853 ########## 04/12/2022 16:08:51 - INFO - __main__ - ########## test_fr_acc 0.7325349301397206 ########## 04/12/2022 16:09:01 - INFO - __main__ - ########## test_hi_acc 0.6337325349301397 ########## 04/12/2022 16:09:11 - INFO - __main__ - ########## test_ru_acc 0.6920159680638722 ########## 04/12/2022 16:09:20 - INFO - __main__ - ########## test_sw_acc 0.6576846307385229 ########## 04/12/2022 16:09:29 - INFO - __main__ - ########## test_th_acc 0.642315369261477 ########## 04/12/2022 16:09:37 - INFO - __main__ - ########## test_tr_acc 0.6373253493013972 ########## 04/12/2022 16:09:47 - INFO - __main__ - ########## test_ur_acc 0.6005988023952096 ########## 04/12/2022 16:09:56 - INFO - __main__ - ########## test_vi_acc 0.6892215568862275 ########## 04/12/2022 16:10:05 - INFO - __main__ - ########## test_zh_acc 0.5954091816367265 ########## 04/12/2022 16:10:05 - INFO - __main__ - val_ar_acc = 0.6204819277108434 04/12/2022 16:10:05 - INFO - __main__ - val_bg_acc = 0.6871485943775101 04/12/2022 16:10:05 - INFO - __main__ - val_de_acc = 0.7140562248995984 04/12/2022 16:10:05 - INFO - __main__ - val_el_acc = 0.6831325301204819 04/12/2022 16:10:05 - INFO - __main__ - val_en_acc = 0.7823293172690763 04/12/2022 16:10:05 - INFO - __main__ - val_es_acc = 0.7253012048192771 04/12/2022 16:10:05 - INFO - __main__ - val_fr_acc = 0.7220883534136546 04/12/2022 16:10:05 - INFO - __main__ - val_hi_acc = 0.6349397590361445 04/12/2022 16:10:05 - INFO - __main__ - val_ru_acc = 0.6855421686746987 04/12/2022 16:10:05 - INFO - __main__ - val_sw_acc = 0.642570281124498 04/12/2022 16:10:05 - INFO - __main__ - val_th_acc = 0.6417670682730924 04/12/2022 16:10:05 - INFO - __main__ - val_tr_acc = 0.6196787148594377 04/12/2022 16:10:05 - INFO - __main__ - val_ur_acc = 0.5987951807228916 04/12/2022 16:10:05 - INFO - __main__ - val_vi_acc = 0.6779116465863454 04/12/2022 16:10:05 - INFO - __main__ - val_zh_acc = 0.6100401606425703 04/12/2022 16:10:05 - INFO - __main__ - val_avg_acc = 0.669718875502008 04/12/2022 16:10:05 - INFO - __main__ - test_ar_acc = 0.6249500998003992 04/12/2022 16:10:05 - INFO - __main__ - test_bg_acc = 0.7053892215568862 04/12/2022 16:10:05 - INFO - __main__ - test_de_acc = 0.7111776447105789 04/12/2022 16:10:05 - INFO - __main__ - test_el_acc = 0.6892215568862275 04/12/2022 16:10:05 - INFO - __main__ - test_en_acc = 0.7838323353293413 04/12/2022 16:10:05 - INFO - __main__ - test_es_acc = 0.7115768463073853 04/12/2022 16:10:05 - INFO - __main__ - test_fr_acc = 0.7325349301397206 04/12/2022 16:10:05 - INFO - __main__ - test_hi_acc = 0.6337325349301397 04/12/2022 16:10:05 - INFO - __main__ - test_ru_acc = 0.6920159680638722 04/12/2022 16:10:05 - INFO - __main__ - test_sw_acc = 0.6576846307385229 04/12/2022 16:10:05 - INFO - __main__ - test_th_acc = 0.642315369261477 04/12/2022 16:10:05 - INFO - __main__ - test_tr_acc = 0.6373253493013972 04/12/2022 16:10:05 - INFO - __main__ - test_ur_acc = 0.6005988023952096 04/12/2022 16:10:05 - INFO - __main__ - test_vi_acc = 0.6892215568862275 04/12/2022 16:10:05 - INFO - __main__ - test_zh_acc = 0.5954091816367265 04/12/2022 16:10:05 - INFO - __main__ - test_avg_acc = 0.6737990685296075 04/12/2022 16:10:05 - INFO - __main__ - ########## Step 15000 val_avg_acc 0.669718875502008 test_avg_acc 0.6737990685296075 ########## 04/12/2022 16:10:06 - INFO - utils - remove old ckpt: xnli_right_avg_new/ckpt/step-7500-test_avg_acc-0.5705522288755823-val_avg_acc-0.565809906291834 04/12/2022 16:10:06 - INFO - __main__ - ********** Evaluating Done ********** 04/12/2022 16:10:11 - INFO - __main__ - global_steps 15050 loss: 0.69439873 04/12/2022 16:10:16 - INFO - __main__ - global_steps 15100 loss: 0.63836924 04/12/2022 16:10:20 - INFO - __main__ - global_steps 15150 loss: 0.57502485 04/12/2022 16:10:25 - INFO - __main__ - global_steps 15200 loss: 0.58819687 04/12/2022 16:10:30 - INFO - __main__ - global_steps 15250 loss: 0.56281207 04/12/2022 16:10:34 - INFO - __main__ - global_steps 15300 loss: 0.65141768 04/12/2022 16:10:39 - INFO - __main__ - global_steps 15350 loss: 0.67152098 04/12/2022 16:10:44 - INFO - __main__ - global_steps 15400 loss: 0.72367859 04/12/2022 16:10:48 - INFO - __main__ - global_steps 15450 loss: 0.63288292 04/12/2022 16:10:53 - INFO - __main__ - global_steps 15500 loss: 0.62601050 04/12/2022 16:10:58 - INFO - __main__ - global_steps 15550 loss: 0.66660248 04/12/2022 16:11:02 - INFO - __main__ - global_steps 15600 loss: 0.71580327 04/12/2022 16:11:07 - INFO - __main__ - global_steps 15650 loss: 0.71842417 04/12/2022 16:11:12 - INFO - __main__ - global_steps 15700 loss: 0.67835135 04/12/2022 16:11:16 - INFO - __main__ - global_steps 15750 loss: 0.63526761 04/12/2022 16:11:21 - INFO - __main__ - global_steps 15800 loss: 0.64074398 04/12/2022 16:11:26 - INFO - __main__ - global_steps 15850 loss: 0.61945019 04/12/2022 16:11:30 - INFO - __main__ - global_steps 15900 loss: 0.57616448 04/12/2022 16:11:35 - INFO - __main__ - global_steps 15950 loss: 0.72767147 04/12/2022 16:11:39 - INFO - __main__ - global_steps 16000 loss: 0.57067600 04/12/2022 16:11:44 - INFO - __main__ - global_steps 16050 loss: 0.72614340 04/12/2022 16:11:49 - INFO - __main__ - global_steps 16100 loss: 0.58904803 04/12/2022 16:11:53 - INFO - __main__ - global_steps 16150 loss: 0.70010324 04/12/2022 16:11:58 - INFO - __main__ - global_steps 16200 loss: 0.61360690 04/12/2022 16:12:03 - INFO - __main__ - global_steps 16250 loss: 0.61073067 04/12/2022 16:12:07 - INFO - __main__ - global_steps 16300 loss: 0.55944817 04/12/2022 16:12:12 - INFO - __main__ - global_steps 16350 loss: 0.62235578 04/12/2022 16:12:16 - INFO - __main__ - global_steps 16400 loss: 0.59690401 04/12/2022 16:12:21 - INFO - __main__ - global_steps 16450 loss: 0.63079332 04/12/2022 16:12:25 - INFO - __main__ - global_steps 16500 loss: 0.72559395 04/12/2022 16:12:29 - INFO - __main__ - global_steps 16550 loss: 0.70491357 04/12/2022 16:12:33 - INFO - __main__ - global_steps 16600 loss: 0.61814996 04/12/2022 16:12:38 - INFO - __main__ - global_steps 16650 loss: 0.56604129 04/12/2022 16:12:43 - INFO - __main__ - global_steps 16700 loss: 0.64497487 04/12/2022 16:12:47 - INFO - __main__ - global_steps 16750 loss: 0.62800404 04/12/2022 16:12:52 - INFO - __main__ - global_steps 16800 loss: 0.57403978 04/12/2022 16:12:57 - INFO - __main__ - global_steps 16850 loss: 0.67839338 04/12/2022 16:13:02 - INFO - __main__ - global_steps 16900 loss: 0.67784503 04/12/2022 16:13:06 - INFO - __main__ - global_steps 16950 loss: 0.60877333 04/12/2022 16:13:11 - INFO - __main__ - global_steps 17000 loss: 0.57981200 04/12/2022 16:13:15 - INFO - __main__ - global_steps 17050 loss: 0.60518264 04/12/2022 16:13:20 - INFO - __main__ - global_steps 17100 loss: 0.61860346 04/12/2022 16:13:24 - INFO - __main__ - global_steps 17150 loss: 0.55244767 04/12/2022 16:13:28 - INFO - __main__ - global_steps 17200 loss: 0.70095314 04/12/2022 16:13:33 - INFO - __main__ - global_steps 17250 loss: 0.57311550 04/12/2022 16:13:38 - INFO - __main__ - global_steps 17300 loss: 0.64864441 04/12/2022 16:13:42 - INFO - __main__ - global_steps 17350 loss: 0.59376572 04/12/2022 16:13:47 - INFO - __main__ - global_steps 17400 loss: 0.59702381 04/12/2022 16:13:52 - INFO - __main__ - global_steps 17450 loss: 0.62425756 04/12/2022 16:13:56 - INFO - __main__ - global_steps 17500 loss: 0.60895623 04/12/2022 16:13:56 - INFO - __main__ - ********** Running evaluating ********** 04/12/2022 16:14:01 - INFO - __main__ - ########## val_ar_acc 0.6224899598393574 ########## 04/12/2022 16:14:06 - INFO - __main__ - ########## val_bg_acc 0.6650602409638554 ########## 04/12/2022 16:14:10 - INFO - __main__ - ########## val_de_acc 0.7052208835341366 ########## 04/12/2022 16:14:15 - INFO - __main__ - ########## val_el_acc 0.689156626506024 ########## 04/12/2022 16:14:19 - INFO - __main__ - ########## val_en_acc 0.7738955823293173 ########## 04/12/2022 16:14:24 - INFO - __main__ - ########## val_es_acc 0.7052208835341366 ########## 04/12/2022 16:14:28 - INFO - __main__ - ########## val_fr_acc 0.7096385542168675 ########## 04/12/2022 16:14:33 - INFO - __main__ - ########## val_hi_acc 0.6289156626506024 ########## 04/12/2022 16:14:38 - INFO - __main__ - ########## val_ru_acc 0.6602409638554216 ########## 04/12/2022 16:14:42 - INFO - __main__ - ########## val_sw_acc 0.62570281124498 ########## 04/12/2022 16:14:47 - INFO - __main__ - ########## val_th_acc 0.6048192771084338 ########## 04/12/2022 16:14:51 - INFO - __main__ - ########## val_tr_acc 0.6068273092369478 ########## 04/12/2022 16:14:56 - INFO - __main__ - ########## val_ur_acc 0.5975903614457831 ########## 04/12/2022 16:15:00 - INFO - __main__ - ########## val_vi_acc 0.6502008032128515 ########## 04/12/2022 16:15:05 - INFO - __main__ - ########## val_zh_acc 0.5983935742971888 ########## 04/12/2022 16:15:14 - INFO - __main__ - ########## test_ar_acc 0.6265469061876248 ########## 04/12/2022 16:15:23 - INFO - __main__ - ########## test_bg_acc 0.6840319361277445 ########## 04/12/2022 16:15:33 - INFO - __main__ - ########## test_de_acc 0.6912175648702594 ########## 04/12/2022 16:15:42 - INFO - __main__ - ########## test_el_acc 0.6952095808383234 ########## 04/12/2022 16:15:51 - INFO - __main__ - ########## test_en_acc 0.7858283433133733 ########## 04/12/2022 16:16:00 - INFO - __main__ - ########## test_es_acc 0.7087824351297405 ########## 04/12/2022 16:16:10 - INFO - __main__ - ########## test_fr_acc 0.7093812375249501 ########## 04/12/2022 16:16:20 - INFO - __main__ - ########## test_hi_acc 0.6215568862275449 ########## 04/12/2022 16:16:29 - INFO - __main__ - ########## test_ru_acc 0.6694610778443114 ########## 04/12/2022 16:16:38 - INFO - __main__ - ########## test_sw_acc 0.6337325349301397 ########## 04/12/2022 16:16:47 - INFO - __main__ - ########## test_th_acc 0.6197604790419161 ########## 04/12/2022 16:16:56 - INFO - __main__ - ########## test_tr_acc 0.6145708582834332 ########## 04/12/2022 16:17:05 - INFO - __main__ - ########## test_ur_acc 0.603193612774451 ########## 04/12/2022 16:17:14 - INFO - __main__ - ########## test_vi_acc 0.6564870259481038 ########## 04/12/2022 16:17:23 - INFO - __main__ - ########## test_zh_acc 0.5850299401197605 ########## 04/12/2022 16:17:23 - INFO - __main__ - val_ar_acc = 0.6224899598393574 04/12/2022 16:17:23 - INFO - __main__ - val_bg_acc = 0.6650602409638554 04/12/2022 16:17:23 - INFO - __main__ - val_de_acc = 0.7052208835341366 04/12/2022 16:17:23 - INFO - __main__ - val_el_acc = 0.689156626506024 04/12/2022 16:17:23 - INFO - __main__ - val_en_acc = 0.7738955823293173 04/12/2022 16:17:23 - INFO - __main__ - val_es_acc = 0.7052208835341366 04/12/2022 16:17:23 - INFO - __main__ - val_fr_acc = 0.7096385542168675 04/12/2022 16:17:23 - INFO - __main__ - val_hi_acc = 0.6289156626506024 04/12/2022 16:17:23 - INFO - __main__ - val_ru_acc = 0.6602409638554216 04/12/2022 16:17:23 - INFO - __main__ - val_sw_acc = 0.62570281124498 04/12/2022 16:17:23 - INFO - __main__ - val_th_acc = 0.6048192771084338 04/12/2022 16:17:23 - INFO - __main__ - val_tr_acc = 0.6068273092369478 04/12/2022 16:17:23 - INFO - __main__ - val_ur_acc = 0.5975903614457831 04/12/2022 16:17:23 - INFO - __main__ - val_vi_acc = 0.6502008032128515 04/12/2022 16:17:23 - INFO - __main__ - val_zh_acc = 0.5983935742971888 04/12/2022 16:17:23 - INFO - __main__ - val_avg_acc = 0.6562248995983937 04/12/2022 16:17:23 - INFO - __main__ - test_ar_acc = 0.6265469061876248 04/12/2022 16:17:23 - INFO - __main__ - test_bg_acc = 0.6840319361277445 04/12/2022 16:17:23 - INFO - __main__ - test_de_acc = 0.6912175648702594 04/12/2022 16:17:23 - INFO - __main__ - test_el_acc = 0.6952095808383234 04/12/2022 16:17:23 - INFO - __main__ - test_en_acc = 0.7858283433133733 04/12/2022 16:17:23 - INFO - __main__ - test_es_acc = 0.7087824351297405 04/12/2022 16:17:23 - INFO - __main__ - test_fr_acc = 0.7093812375249501 04/12/2022 16:17:23 - INFO - __main__ - test_hi_acc = 0.6215568862275449 04/12/2022 16:17:23 - INFO - __main__ - test_ru_acc = 0.6694610778443114 04/12/2022 16:17:23 - INFO - __main__ - test_sw_acc = 0.6337325349301397 04/12/2022 16:17:23 - INFO - __main__ - test_th_acc = 0.6197604790419161 04/12/2022 16:17:23 - INFO - __main__ - test_tr_acc = 0.6145708582834332 04/12/2022 16:17:23 - INFO - __main__ - test_ur_acc = 0.603193612774451 04/12/2022 16:17:23 - INFO - __main__ - test_vi_acc = 0.6564870259481038 04/12/2022 16:17:23 - INFO - __main__ - test_zh_acc = 0.5850299401197605 04/12/2022 16:17:23 - INFO - __main__ - test_avg_acc = 0.6603193612774451 04/12/2022 16:17:24 - INFO - utils - remove old ckpt: xnli_right_avg_new/ckpt/step-10000-test_avg_acc-0.6214105123087158-val_avg_acc-0.6166265060240963 04/12/2022 16:17:24 - INFO - __main__ - ********** Evaluating Done ********** 04/12/2022 16:17:29 - INFO - __main__ - global_steps 17550 loss: 0.69488861 04/12/2022 16:17:34 - INFO - __main__ - global_steps 17600 loss: 0.62835472 04/12/2022 16:17:39 - INFO - __main__ - global_steps 17650 loss: 0.62793681 04/12/2022 16:17:44 - INFO - __main__ - global_steps 17700 loss: 0.49862250 04/12/2022 16:17:49 - INFO - __main__ - global_steps 17750 loss: 0.63155427 04/12/2022 16:17:54 - INFO - __main__ - global_steps 17800 loss: 0.55029545 04/12/2022 16:17:59 - INFO - __main__ - global_steps 17850 loss: 0.57418493 04/12/2022 16:18:04 - INFO - __main__ - global_steps 17900 loss: 0.61120098 04/12/2022 16:18:08 - INFO - __main__ - global_steps 17950 loss: 0.70588156 04/12/2022 16:18:13 - INFO - __main__ - global_steps 18000 loss: 0.60617067 04/12/2022 16:18:17 - INFO - __main__ - global_steps 18050 loss: 0.59319596 04/12/2022 16:18:22 - INFO - __main__ - global_steps 18100 loss: 0.66980827 04/12/2022 16:18:26 - INFO - __main__ - global_steps 18150 loss: 0.59972472 04/12/2022 16:18:31 - INFO - __main__ - global_steps 18200 loss: 0.63823117 04/12/2022 16:18:36 - INFO - __main__ - global_steps 18250 loss: 0.64351271 04/12/2022 16:18:40 - INFO - __main__ - global_steps 18300 loss: 0.55022938 04/12/2022 16:18:45 - INFO - __main__ - global_steps 18350 loss: 0.54427272 04/12/2022 16:18:50 - INFO - __main__ - global_steps 18400 loss: 0.65559389 04/12/2022 16:18:54 - INFO - __main__ - global_steps 18450 loss: 0.60007074 04/12/2022 16:18:58 - INFO - __main__ - global_steps 18500 loss: 0.64370053 04/12/2022 16:19:03 - INFO - __main__ - global_steps 18550 loss: 0.54898774 04/12/2022 16:19:07 - INFO - __main__ - global_steps 18600 loss: 0.55632309 04/12/2022 16:19:11 - INFO - __main__ - global_steps 18650 loss: 0.61329313 04/12/2022 16:19:16 - INFO - __main__ - global_steps 18700 loss: 0.54348391 04/12/2022 16:19:20 - INFO - __main__ - global_steps 18750 loss: 0.59977976 04/12/2022 16:19:25 - INFO - __main__ - global_steps 18800 loss: 0.52610428 04/12/2022 16:19:29 - INFO - __main__ - global_steps 18850 loss: 0.67685527 04/12/2022 16:19:34 - INFO - __main__ - global_steps 18900 loss: 0.56761851 04/12/2022 16:19:39 - INFO - __main__ - global_steps 18950 loss: 0.55433501 04/12/2022 16:19:43 - INFO - __main__ - global_steps 19000 loss: 0.55171813 04/12/2022 16:19:48 - INFO - __main__ - global_steps 19050 loss: 0.66533207 04/12/2022 16:19:53 - INFO - __main__ - global_steps 19100 loss: 0.64239095 04/12/2022 16:19:57 - INFO - __main__ - global_steps 19150 loss: 0.59831992 04/12/2022 16:20:02 - INFO - __main__ - global_steps 19200 loss: 0.63893607 04/12/2022 16:20:07 - INFO - __main__ - global_steps 19250 loss: 0.62425481 04/12/2022 16:20:11 - INFO - __main__ - global_steps 19300 loss: 0.52341605 04/12/2022 16:20:16 - INFO - __main__ - global_steps 19350 loss: 0.52820852 04/12/2022 16:20:21 - INFO - __main__ - global_steps 19400 loss: 0.57125792 04/12/2022 16:20:25 - INFO - __main__ - global_steps 19450 loss: 0.68767934 04/12/2022 16:20:30 - INFO - __main__ - global_steps 19500 loss: 0.58547050 04/12/2022 16:20:35 - INFO - __main__ - global_steps 19550 loss: 0.59960245 04/12/2022 16:20:39 - INFO - __main__ - global_steps 19600 loss: 0.58079009 04/12/2022 16:20:44 - INFO - __main__ - global_steps 19650 loss: 0.51055708 04/12/2022 16:20:49 - INFO - __main__ - global_steps 19700 loss: 0.55523364 04/12/2022 16:20:53 - INFO - __main__ - global_steps 19750 loss: 0.61877071 04/12/2022 16:20:58 - INFO - __main__ - global_steps 19800 loss: 0.58721694 04/12/2022 16:21:02 - INFO - __main__ - global_steps 19850 loss: 0.51757709 04/12/2022 16:21:07 - INFO - __main__ - global_steps 19900 loss: 0.48655354 04/12/2022 16:21:12 - INFO - __main__ - global_steps 19950 loss: 0.59997413 04/12/2022 16:21:16 - INFO - __main__ - global_steps 20000 loss: 0.62404435 04/12/2022 16:21:16 - INFO - __main__ - ********** Running evaluating ********** 04/12/2022 16:21:21 - INFO - __main__ - ########## val_ar_acc 0.6369477911646586 ########## 04/12/2022 16:21:25 - INFO - __main__ - ########## val_bg_acc 0.7080321285140563 ########## 04/12/2022 16:21:30 - INFO - __main__ - ########## val_de_acc 0.7116465863453815 ########## 04/12/2022 16:21:35 - INFO - __main__ - ########## val_el_acc 0.6835341365461848 ########## 04/12/2022 16:21:39 - INFO - __main__ - ########## val_en_acc 0.778714859437751 ########## 04/12/2022 16:21:43 - INFO - __main__ - ########## val_es_acc 0.7265060240963855 ########## 04/12/2022 16:21:48 - INFO - __main__ - ########## val_fr_acc 0.7333333333333333 ########## 04/12/2022 16:21:53 - INFO - __main__ - ########## val_hi_acc 0.6445783132530121 ########## 04/12/2022 16:21:58 - INFO - __main__ - ########## val_ru_acc 0.6855421686746987 ########## 04/12/2022 16:22:02 - INFO - __main__ - ########## val_sw_acc 0.6477911646586345 ########## 04/12/2022 16:22:06 - INFO - __main__ - ########## val_th_acc 0.6453815261044177 ########## 04/12/2022 16:22:11 - INFO - __main__ - ########## val_tr_acc 0.6389558232931727 ########## 04/12/2022 16:22:15 - INFO - __main__ - ########## val_ur_acc 0.58714859437751 ########## 04/12/2022 16:22:20 - INFO - __main__ - ########## val_vi_acc 0.7080321285140563 ########## 04/12/2022 16:22:24 - INFO - __main__ - ########## val_zh_acc 0.648995983935743 ########## 04/12/2022 16:22:33 - INFO - __main__ - ########## test_ar_acc 0.6351297405189621 ########## 04/12/2022 16:22:43 - INFO - __main__ - ########## test_bg_acc 0.7159680638722555 ########## 04/12/2022 16:22:52 - INFO - __main__ - ########## test_de_acc 0.7065868263473054 ########## 04/12/2022 16:23:02 - INFO - __main__ - ########## test_el_acc 0.6972055888223553 ########## 04/12/2022 16:23:10 - INFO - __main__ - ########## test_en_acc 0.7874251497005988 ########## 04/12/2022 16:23:20 - INFO - __main__ - ########## test_es_acc 0.725748502994012 ########## 04/12/2022 16:23:29 - INFO - __main__ - ########## test_fr_acc 0.7393213572854291 ########## 04/12/2022 16:23:39 - INFO - __main__ - ########## test_hi_acc 0.6375249500998004 ########## 04/12/2022 16:23:48 - INFO - __main__ - ########## test_ru_acc 0.7003992015968064 ########## 04/12/2022 16:23:57 - INFO - __main__ - ########## test_sw_acc 0.6493013972055888 ########## 04/12/2022 16:24:06 - INFO - __main__ - ########## test_th_acc 0.6455089820359281 ########## 04/12/2022 16:24:15 - INFO - __main__ - ########## test_tr_acc 0.6457085828343313 ########## 04/12/2022 16:24:25 - INFO - __main__ - ########## test_ur_acc 0.5912175648702594 ########## 04/12/2022 16:24:34 - INFO - __main__ - ########## test_vi_acc 0.7055888223552894 ########## 04/12/2022 16:24:43 - INFO - __main__ - ########## test_zh_acc 0.6419161676646706 ########## 04/12/2022 16:24:43 - INFO - __main__ - val_ar_acc = 0.6369477911646586 04/12/2022 16:24:43 - INFO - __main__ - val_bg_acc = 0.7080321285140563 04/12/2022 16:24:43 - INFO - __main__ - val_de_acc = 0.7116465863453815 04/12/2022 16:24:43 - INFO - __main__ - val_el_acc = 0.6835341365461848 04/12/2022 16:24:43 - INFO - __main__ - val_en_acc = 0.778714859437751 04/12/2022 16:24:43 - INFO - __main__ - val_es_acc = 0.7265060240963855 04/12/2022 16:24:43 - INFO - __main__ - val_fr_acc = 0.7333333333333333 04/12/2022 16:24:43 - INFO - __main__ - val_hi_acc = 0.6445783132530121 04/12/2022 16:24:43 - INFO - __main__ - val_ru_acc = 0.6855421686746987 04/12/2022 16:24:43 - INFO - __main__ - val_sw_acc = 0.6477911646586345 04/12/2022 16:24:43 - INFO - __main__ - val_th_acc = 0.6453815261044177 04/12/2022 16:24:43 - INFO - __main__ - val_tr_acc = 0.6389558232931727 04/12/2022 16:24:43 - INFO - __main__ - val_ur_acc = 0.58714859437751 04/12/2022 16:24:43 - INFO - __main__ - val_vi_acc = 0.7080321285140563 04/12/2022 16:24:43 - INFO - __main__ - val_zh_acc = 0.648995983935743 04/12/2022 16:24:43 - INFO - __main__ - val_avg_acc = 0.6790093708165997 04/12/2022 16:24:43 - INFO - __main__ - test_ar_acc = 0.6351297405189621 04/12/2022 16:24:43 - INFO - __main__ - test_bg_acc = 0.7159680638722555 04/12/2022 16:24:43 - INFO - __main__ - test_de_acc = 0.7065868263473054 04/12/2022 16:24:43 - INFO - __main__ - test_el_acc = 0.6972055888223553 04/12/2022 16:24:43 - INFO - __main__ - test_en_acc = 0.7874251497005988 04/12/2022 16:24:43 - INFO - __main__ - test_es_acc = 0.725748502994012 04/12/2022 16:24:43 - INFO - __main__ - test_fr_acc = 0.7393213572854291 04/12/2022 16:24:43 - INFO - __main__ - test_hi_acc = 0.6375249500998004 04/12/2022 16:24:43 - INFO - __main__ - test_ru_acc = 0.7003992015968064 04/12/2022 16:24:43 - INFO - __main__ - test_sw_acc = 0.6493013972055888 04/12/2022 16:24:43 - INFO - __main__ - test_th_acc = 0.6455089820359281 04/12/2022 16:24:43 - INFO - __main__ - test_tr_acc = 0.6457085828343313 04/12/2022 16:24:43 - INFO - __main__ - test_ur_acc = 0.5912175648702594 04/12/2022 16:24:43 - INFO - __main__ - test_vi_acc = 0.7055888223552894 04/12/2022 16:24:43 - INFO - __main__ - test_zh_acc = 0.6419161676646706 04/12/2022 16:24:43 - INFO - __main__ - test_avg_acc = 0.6816367265469061 04/12/2022 16:24:43 - INFO - __main__ - ########## Step 20000 val_avg_acc 0.6790093708165997 test_avg_acc 0.6816367265469061 ########## 04/12/2022 16:24:45 - INFO - utils - remove old ckpt: xnli_right_avg_new/ckpt/step-17500-test_avg_acc-0.6603193612774451-val_avg_acc-0.6562248995983937 04/12/2022 16:24:45 - INFO - __main__ - ********** Evaluating Done ********** 04/12/2022 16:24:50 - INFO - __main__ - global_steps 20050 loss: 0.54014530 04/12/2022 16:24:54 - INFO - __main__ - global_steps 20100 loss: 0.51319347 04/12/2022 16:24:59 - INFO - __main__ - global_steps 20150 loss: 0.51894816 04/12/2022 16:25:04 - INFO - __main__ - global_steps 20200 loss: 0.58884545 04/12/2022 16:25:08 - INFO - __main__ - global_steps 20250 loss: 0.65156035 04/12/2022 16:25:13 - INFO - __main__ - global_steps 20300 loss: 0.57518547 04/12/2022 16:25:18 - INFO - __main__ - global_steps 20350 loss: 0.58536139 04/12/2022 16:25:22 - INFO - __main__ - global_steps 20400 loss: 0.63445875 04/12/2022 16:25:27 - INFO - __main__ - global_steps 20450 loss: 0.65684554 04/12/2022 16:25:32 - INFO - __main__ - global_steps 20500 loss: 0.57769882 04/12/2022 16:25:36 - INFO - __main__ - global_steps 20550 loss: 0.65745484 04/12/2022 16:25:41 - INFO - __main__ - global_steps 20600 loss: 0.53317614 04/12/2022 16:25:46 - INFO - __main__ - global_steps 20650 loss: 0.61020584 04/12/2022 16:25:50 - INFO - __main__ - global_steps 20700 loss: 0.64794667 04/12/2022 16:25:55 - INFO - __main__ - global_steps 20750 loss: 0.56964147 04/12/2022 16:26:00 - INFO - __main__ - global_steps 20800 loss: 0.55334467 04/12/2022 16:26:04 - INFO - __main__ - global_steps 20850 loss: 0.60015796 04/12/2022 16:26:09 - INFO - __main__ - global_steps 20900 loss: 0.59115108 04/12/2022 16:26:13 - INFO - __main__ - global_steps 20950 loss: 0.49674613 04/12/2022 16:26:18 - INFO - __main__ - global_steps 21000 loss: 0.55274776 04/12/2022 16:26:23 - INFO - __main__ - global_steps 21050 loss: 0.57927776 04/12/2022 16:26:27 - INFO - __main__ - global_steps 21100 loss: 0.52108024 04/12/2022 16:26:32 - INFO - __main__ - global_steps 21150 loss: 0.58365709 04/12/2022 16:26:37 - INFO - __main__ - global_steps 21200 loss: 0.60750791 04/12/2022 16:26:41 - INFO - __main__ - global_steps 21250 loss: 0.58591449 04/12/2022 16:26:46 - INFO - __main__ - global_steps 21300 loss: 0.56257194 04/12/2022 16:26:51 - INFO - __main__ - global_steps 21350 loss: 0.53884816 04/12/2022 16:26:55 - INFO - __main__ - global_steps 21400 loss: 0.56554972 04/12/2022 16:27:00 - INFO - __main__ - global_steps 21450 loss: 0.57938927 04/12/2022 16:27:05 - INFO - __main__ - global_steps 21500 loss: 0.56440540 04/12/2022 16:27:09 - INFO - __main__ - global_steps 21550 loss: 0.54323054 04/12/2022 16:27:14 - INFO - __main__ - global_steps 21600 loss: 0.55068950 04/12/2022 16:27:19 - INFO - __main__ - global_steps 21650 loss: 0.53151265 04/12/2022 16:27:23 - INFO - __main__ - global_steps 21700 loss: 0.53721185 04/12/2022 16:27:28 - INFO - __main__ - global_steps 21750 loss: 0.54083902 04/12/2022 16:27:33 - INFO - __main__ - global_steps 21800 loss: 0.64804858 04/12/2022 16:27:37 - INFO - __main__ - global_steps 21850 loss: 0.54596444 04/12/2022 16:27:42 - INFO - __main__ - global_steps 21900 loss: 0.54387382 04/12/2022 16:27:47 - INFO - __main__ - global_steps 21950 loss: 0.57216664 04/12/2022 16:27:51 - INFO - __main__ - global_steps 22000 loss: 0.63232141 04/12/2022 16:27:56 - INFO - __main__ - global_steps 22050 loss: 0.57584561 04/12/2022 16:28:01 - INFO - __main__ - global_steps 22100 loss: 0.59838748 04/12/2022 16:28:05 - INFO - __main__ - global_steps 22150 loss: 0.56530945 04/12/2022 16:28:10 - INFO - __main__ - global_steps 22200 loss: 0.63654502 04/12/2022 16:28:15 - INFO - __main__ - global_steps 22250 loss: 0.57902893 04/12/2022 16:28:19 - INFO - __main__ - global_steps 22300 loss: 0.52860577 04/12/2022 16:28:24 - INFO - __main__ - global_steps 22350 loss: 0.52771534 04/12/2022 16:28:29 - INFO - __main__ - global_steps 22400 loss: 0.57078630 04/12/2022 16:28:33 - INFO - __main__ - global_steps 22450 loss: 0.58629332 04/12/2022 16:28:38 - INFO - __main__ - global_steps 22500 loss: 0.60834164 04/12/2022 16:28:38 - INFO - __main__ - ********** Running evaluating ********** 04/12/2022 16:28:42 - INFO - __main__ - ########## val_ar_acc 0.5939759036144578 ########## 04/12/2022 16:28:47 - INFO - __main__ - ########## val_bg_acc 0.6377510040160642 ########## 04/12/2022 16:28:52 - INFO - __main__ - ########## val_de_acc 0.6726907630522089 ########## 04/12/2022 16:28:56 - INFO - __main__ - ########## val_el_acc 0.6497991967871486 ########## 04/12/2022 16:29:01 - INFO - __main__ - ########## val_en_acc 0.7485943775100402 ########## 04/12/2022 16:29:05 - INFO - __main__ - ########## val_es_acc 0.6819277108433734 ########## 04/12/2022 16:29:10 - INFO - __main__ - ########## val_fr_acc 0.6771084337349398 ########## 04/12/2022 16:29:15 - INFO - __main__ - ########## val_hi_acc 0.5746987951807229 ########## 04/12/2022 16:29:19 - INFO - __main__ - ########## val_ru_acc 0.6240963855421687 ########## 04/12/2022 16:29:24 - INFO - __main__ - ########## val_sw_acc 0.5891566265060241 ########## 04/12/2022 16:29:28 - INFO - __main__ - ########## val_th_acc 0.5738955823293173 ########## 04/12/2022 16:29:32 - INFO - __main__ - ########## val_tr_acc 0.5682730923694779 ########## 04/12/2022 16:29:37 - INFO - __main__ - ########## val_ur_acc 0.5381526104417671 ########## 04/12/2022 16:29:42 - INFO - __main__ - ########## val_vi_acc 0.6538152610441768 ########## 04/12/2022 16:29:46 - INFO - __main__ - ########## val_zh_acc 0.5843373493975904 ########## 04/12/2022 16:29:55 - INFO - __main__ - ########## test_ar_acc 0.5974051896207585 ########## 04/12/2022 16:30:05 - INFO - __main__ - ########## test_bg_acc 0.6542914171656686 ########## 04/12/2022 16:30:14 - INFO - __main__ - ########## test_de_acc 0.6564870259481038 ########## 04/12/2022 16:30:23 - INFO - __main__ - ########## test_el_acc 0.6500998003992016 ########## 04/12/2022 16:30:32 - INFO - __main__ - ########## test_en_acc 0.7560878243512974 ########## 04/12/2022 16:30:41 - INFO - __main__ - ########## test_es_acc 0.6720558882235529 ########## 04/12/2022 16:30:51 - INFO - __main__ - ########## test_fr_acc 0.6758483033932136 ########## 04/12/2022 16:31:01 - INFO - __main__ - ########## test_hi_acc 0.5802395209580838 ########## 04/12/2022 16:31:10 - INFO - __main__ - ########## test_ru_acc 0.628942115768463 ########## 04/12/2022 16:31:19 - INFO - __main__ - ########## test_sw_acc 0.5976047904191617 ########## 04/12/2022 16:31:28 - INFO - __main__ - ########## test_th_acc 0.5854291417165669 ########## 04/12/2022 16:31:37 - INFO - __main__ - ########## test_tr_acc 0.5706586826347305 ########## 04/12/2022 16:31:46 - INFO - __main__ - ########## test_ur_acc 0.5353293413173653 ########## 04/12/2022 16:31:56 - INFO - __main__ - ########## test_vi_acc 0.6499001996007984 ########## 04/12/2022 16:32:05 - INFO - __main__ - ########## test_zh_acc 0.5630738522954092 ########## 04/12/2022 16:32:05 - INFO - __main__ - val_ar_acc = 0.5939759036144578 04/12/2022 16:32:05 - INFO - __main__ - val_bg_acc = 0.6377510040160642 04/12/2022 16:32:05 - INFO - __main__ - val_de_acc = 0.6726907630522089 04/12/2022 16:32:05 - INFO - __main__ - val_el_acc = 0.6497991967871486 04/12/2022 16:32:05 - INFO - __main__ - val_en_acc = 0.7485943775100402 04/12/2022 16:32:05 - INFO - __main__ - val_es_acc = 0.6819277108433734 04/12/2022 16:32:05 - INFO - __main__ - val_fr_acc = 0.6771084337349398 04/12/2022 16:32:05 - INFO - __main__ - val_hi_acc = 0.5746987951807229 04/12/2022 16:32:05 - INFO - __main__ - val_ru_acc = 0.6240963855421687 04/12/2022 16:32:05 - INFO - __main__ - val_sw_acc = 0.5891566265060241 04/12/2022 16:32:05 - INFO - __main__ - val_th_acc = 0.5738955823293173 04/12/2022 16:32:05 - INFO - __main__ - val_tr_acc = 0.5682730923694779 04/12/2022 16:32:05 - INFO - __main__ - val_ur_acc = 0.5381526104417671 04/12/2022 16:32:05 - INFO - __main__ - val_vi_acc = 0.6538152610441768 04/12/2022 16:32:05 - INFO - __main__ - val_zh_acc = 0.5843373493975904 04/12/2022 16:32:05 - INFO - __main__ - val_avg_acc = 0.6245515394912984 04/12/2022 16:32:05 - INFO - __main__ - test_ar_acc = 0.5974051896207585 04/12/2022 16:32:05 - INFO - __main__ - test_bg_acc = 0.6542914171656686 04/12/2022 16:32:05 - INFO - __main__ - test_de_acc = 0.6564870259481038 04/12/2022 16:32:05 - INFO - __main__ - test_el_acc = 0.6500998003992016 04/12/2022 16:32:05 - INFO - __main__ - test_en_acc = 0.7560878243512974 04/12/2022 16:32:05 - INFO - __main__ - test_es_acc = 0.6720558882235529 04/12/2022 16:32:05 - INFO - __main__ - test_fr_acc = 0.6758483033932136 04/12/2022 16:32:05 - INFO - __main__ - test_hi_acc = 0.5802395209580838 04/12/2022 16:32:05 - INFO - __main__ - test_ru_acc = 0.628942115768463 04/12/2022 16:32:05 - INFO - __main__ - test_sw_acc = 0.5976047904191617 04/12/2022 16:32:05 - INFO - __main__ - test_th_acc = 0.5854291417165669 04/12/2022 16:32:05 - INFO - __main__ - test_tr_acc = 0.5706586826347305 04/12/2022 16:32:05 - INFO - __main__ - test_ur_acc = 0.5353293413173653 04/12/2022 16:32:05 - INFO - __main__ - test_vi_acc = 0.6499001996007984 04/12/2022 16:32:05 - INFO - __main__ - test_zh_acc = 0.5630738522954092 04/12/2022 16:32:05 - INFO - __main__ - test_avg_acc = 0.624896872920825 04/12/2022 16:32:06 - INFO - utils - remove old ckpt: xnli_right_avg_new/ckpt/step-22500-test_avg_acc-0.624896872920825-val_avg_acc-0.6245515394912984 04/12/2022 16:32:06 - INFO - __main__ - ********** Evaluating Done ********** 04/12/2022 16:32:11 - INFO - __main__ - global_steps 22550 loss: 0.58307409 04/12/2022 16:32:15 - INFO - __main__ - global_steps 22600 loss: 0.56532844 04/12/2022 16:32:20 - INFO - __main__ - global_steps 22650 loss: 0.55173576 04/12/2022 16:32:25 - INFO - __main__ - global_steps 22700 loss: 0.61098868 04/12/2022 16:32:29 - INFO - __main__ - global_steps 22750 loss: 0.55974336 04/12/2022 16:32:34 - INFO - __main__ - global_steps 22800 loss: 0.53342986 04/12/2022 16:32:38 - INFO - __main__ - global_steps 22850 loss: 0.58164172 04/12/2022 16:32:43 - INFO - __main__ - global_steps 22900 loss: 0.62419483 04/12/2022 16:32:48 - INFO - __main__ - global_steps 22950 loss: 0.56052983 04/12/2022 16:32:52 - INFO - __main__ - global_steps 23000 loss: 0.58663552 04/12/2022 16:32:57 - INFO - __main__ - global_steps 23050 loss: 0.57160150 04/12/2022 16:33:01 - INFO - __main__ - global_steps 23100 loss: 0.50858487 04/12/2022 16:33:06 - INFO - __main__ - global_steps 23150 loss: 0.58293340 04/12/2022 16:33:11 - INFO - __main__ - global_steps 23200 loss: 0.51185015 04/12/2022 16:33:15 - INFO - __main__ - global_steps 23250 loss: 0.53151470 04/12/2022 16:33:19 - INFO - __main__ - global_steps 23300 loss: 0.52135482 04/12/2022 16:33:24 - INFO - __main__ - global_steps 23350 loss: 0.55182364 04/12/2022 16:33:28 - INFO - __main__ - global_steps 23400 loss: 0.52078072 04/12/2022 16:33:33 - INFO - __main__ - global_steps 23450 loss: 0.64024153 04/12/2022 16:33:38 - INFO - __main__ - global_steps 23500 loss: 0.58156191 04/12/2022 16:33:42 - INFO - __main__ - global_steps 23550 loss: 0.56943735 04/12/2022 16:33:47 - INFO - __main__ - global_steps 23600 loss: 0.59394044 04/12/2022 16:33:52 - INFO - __main__ - global_steps 23650 loss: 0.52456141 04/12/2022 16:33:56 - INFO - __main__ - global_steps 23700 loss: 0.53004199 04/12/2022 16:34:01 - INFO - __main__ - global_steps 23750 loss: 0.55311020 04/12/2022 16:34:06 - INFO - __main__ - global_steps 23800 loss: 0.57500929 04/12/2022 16:34:11 - INFO - __main__ - global_steps 23850 loss: 0.58244491 04/12/2022 16:34:15 - INFO - __main__ - global_steps 23900 loss: 0.57503827 04/12/2022 16:34:20 - INFO - __main__ - global_steps 23950 loss: 0.62400542 04/12/2022 16:34:25 - INFO - __main__ - global_steps 24000 loss: 0.61429649 04/12/2022 16:34:30 - INFO - __main__ - global_steps 24050 loss: 0.50871948 04/12/2022 16:34:34 - INFO - __main__ - global_steps 24100 loss: 0.61463906 04/12/2022 16:34:39 - INFO - __main__ - global_steps 24150 loss: 0.56440787 04/12/2022 16:34:44 - INFO - __main__ - global_steps 24200 loss: 0.56561259 04/12/2022 16:34:49 - INFO - __main__ - global_steps 24250 loss: 0.53258795 04/12/2022 16:34:53 - INFO - __main__ - global_steps 24300 loss: 0.50803151 04/12/2022 16:34:58 - INFO - __main__ - global_steps 24350 loss: 0.60329570 04/12/2022 16:35:03 - INFO - __main__ - global_steps 24400 loss: 0.53671436 04/12/2022 16:35:07 - INFO - __main__ - global_steps 24450 loss: 0.59306966 04/12/2022 16:35:12 - INFO - __main__ - global_steps 24500 loss: 0.58804545 04/12/2022 16:35:17 - INFO - __main__ - global_steps 24550 loss: 0.49702209 04/12/2022 16:35:21 - INFO - __main__ - global_steps 24600 loss: 0.58467711 04/12/2022 16:35:26 - INFO - __main__ - global_steps 24650 loss: 0.61746841 04/12/2022 16:35:30 - INFO - __main__ - global_steps 24700 loss: 0.57289344 04/12/2022 16:35:35 - INFO - __main__ - global_steps 24750 loss: 0.51962658 04/12/2022 16:35:40 - INFO - __main__ - global_steps 24800 loss: 0.56177338 04/12/2022 16:35:44 - INFO - __main__ - global_steps 24850 loss: 0.57038654 04/12/2022 16:35:49 - INFO - __main__ - global_steps 24900 loss: 0.58931985 04/12/2022 16:35:54 - INFO - __main__ - global_steps 24950 loss: 0.54269994 04/12/2022 16:35:58 - INFO - __main__ - global_steps 25000 loss: 0.52972182 04/12/2022 16:35:58 - INFO - __main__ - ********** Running evaluating ********** 04/12/2022 16:36:03 - INFO - __main__ - ########## val_ar_acc 0.6610441767068274 ########## 04/12/2022 16:36:07 - INFO - __main__ - ########## val_bg_acc 0.721285140562249 ########## 04/12/2022 16:36:12 - INFO - __main__ - ########## val_de_acc 0.7285140562248996 ########## 04/12/2022 16:36:16 - INFO - __main__ - ########## val_el_acc 0.7052208835341366 ########## 04/12/2022 16:36:21 - INFO - __main__ - ########## val_en_acc 0.8060240963855422 ########## 04/12/2022 16:36:25 - INFO - __main__ - ########## val_es_acc 0.7506024096385542 ########## 04/12/2022 16:36:30 - INFO - __main__ - ########## val_fr_acc 0.744578313253012 ########## 04/12/2022 16:36:35 - INFO - __main__ - ########## val_hi_acc 0.6538152610441768 ########## 04/12/2022 16:36:39 - INFO - __main__ - ########## val_ru_acc 0.7060240963855422 ########## 04/12/2022 16:36:44 - INFO - __main__ - ########## val_sw_acc 0.6578313253012048 ########## 04/12/2022 16:36:48 - INFO - __main__ - ########## val_th_acc 0.6518072289156627 ########## 04/12/2022 16:36:53 - INFO - __main__ - ########## val_tr_acc 0.6666666666666666 ########## 04/12/2022 16:36:57 - INFO - __main__ - ########## val_ur_acc 0.5991967871485944 ########## 04/12/2022 16:37:02 - INFO - __main__ - ########## val_vi_acc 0.7112449799196787 ########## 04/12/2022 16:37:06 - INFO - __main__ - ########## val_zh_acc 0.6831325301204819 ########## 04/12/2022 16:37:15 - INFO - __main__ - ########## test_ar_acc 0.6642714570858284 ########## 04/12/2022 16:37:25 - INFO - __main__ - ########## test_bg_acc 0.7287425149700599 ########## 04/12/2022 16:37:34 - INFO - __main__ - ########## test_de_acc 0.7287425149700599 ########## 04/12/2022 16:37:43 - INFO - __main__ - ########## test_el_acc 0.7223552894211577 ########## 04/12/2022 16:37:52 - INFO - __main__ - ########## test_en_acc 0.8077844311377246 ########## 04/12/2022 16:38:01 - INFO - __main__ - ########## test_es_acc 0.7522954091816367 ########## 04/12/2022 16:38:11 - INFO - __main__ - ########## test_fr_acc 0.7560878243512974 ########## 04/12/2022 16:38:21 - INFO - __main__ - ########## test_hi_acc 0.6562874251497006 ########## 04/12/2022 16:38:30 - INFO - __main__ - ########## test_ru_acc 0.7199600798403194 ########## 04/12/2022 16:38:39 - INFO - __main__ - ########## test_sw_acc 0.6678642714570858 ########## 04/12/2022 16:38:48 - INFO - __main__ - ########## test_th_acc 0.6636726546906188 ########## 04/12/2022 16:38:57 - INFO - __main__ - ########## test_tr_acc 0.67624750499002 ########## 04/12/2022 16:39:06 - INFO - __main__ - ########## test_ur_acc 0.6053892215568862 ########## 04/12/2022 16:39:16 - INFO - __main__ - ########## test_vi_acc 0.7127744510978044 ########## 04/12/2022 16:39:25 - INFO - __main__ - ########## test_zh_acc 0.6764471057884232 ########## 04/12/2022 16:39:25 - INFO - __main__ - val_ar_acc = 0.6610441767068274 04/12/2022 16:39:25 - INFO - __main__ - val_bg_acc = 0.721285140562249 04/12/2022 16:39:25 - INFO - __main__ - val_de_acc = 0.7285140562248996 04/12/2022 16:39:25 - INFO - __main__ - val_el_acc = 0.7052208835341366 04/12/2022 16:39:25 - INFO - __main__ - val_en_acc = 0.8060240963855422 04/12/2022 16:39:25 - INFO - __main__ - val_es_acc = 0.7506024096385542 04/12/2022 16:39:25 - INFO - __main__ - val_fr_acc = 0.744578313253012 04/12/2022 16:39:25 - INFO - __main__ - val_hi_acc = 0.6538152610441768 04/12/2022 16:39:25 - INFO - __main__ - val_ru_acc = 0.7060240963855422 04/12/2022 16:39:25 - INFO - __main__ - val_sw_acc = 0.6578313253012048 04/12/2022 16:39:25 - INFO - __main__ - val_th_acc = 0.6518072289156627 04/12/2022 16:39:25 - INFO - __main__ - val_tr_acc = 0.6666666666666666 04/12/2022 16:39:25 - INFO - __main__ - val_ur_acc = 0.5991967871485944 04/12/2022 16:39:25 - INFO - __main__ - val_vi_acc = 0.7112449799196787 04/12/2022 16:39:25 - INFO - __main__ - val_zh_acc = 0.6831325301204819 04/12/2022 16:39:25 - INFO - __main__ - val_avg_acc = 0.6964658634538151 04/12/2022 16:39:25 - INFO - __main__ - test_ar_acc = 0.6642714570858284 04/12/2022 16:39:25 - INFO - __main__ - test_bg_acc = 0.7287425149700599 04/12/2022 16:39:25 - INFO - __main__ - test_de_acc = 0.7287425149700599 04/12/2022 16:39:25 - INFO - __main__ - test_el_acc = 0.7223552894211577 04/12/2022 16:39:25 - INFO - __main__ - test_en_acc = 0.8077844311377246 04/12/2022 16:39:25 - INFO - __main__ - test_es_acc = 0.7522954091816367 04/12/2022 16:39:25 - INFO - __main__ - test_fr_acc = 0.7560878243512974 04/12/2022 16:39:25 - INFO - __main__ - test_hi_acc = 0.6562874251497006 04/12/2022 16:39:25 - INFO - __main__ - test_ru_acc = 0.7199600798403194 04/12/2022 16:39:25 - INFO - __main__ - test_sw_acc = 0.6678642714570858 04/12/2022 16:39:25 - INFO - __main__ - test_th_acc = 0.6636726546906188 04/12/2022 16:39:25 - INFO - __main__ - test_tr_acc = 0.67624750499002 04/12/2022 16:39:25 - INFO - __main__ - test_ur_acc = 0.6053892215568862 04/12/2022 16:39:25 - INFO - __main__ - test_vi_acc = 0.7127744510978044 04/12/2022 16:39:25 - INFO - __main__ - test_zh_acc = 0.6764471057884232 04/12/2022 16:39:25 - INFO - __main__ - test_avg_acc = 0.7025948103792415 04/12/2022 16:39:25 - INFO - __main__ - ########## Step 25000 val_avg_acc 0.6964658634538151 test_avg_acc 0.7025948103792415 ########## 04/12/2022 16:39:26 - INFO - utils - remove old ckpt: xnli_right_avg_new/ckpt/step-12500-test_avg_acc-0.6619560878243512-val_avg_acc-0.6615796519410978 04/12/2022 16:39:26 - INFO - __main__ - ********** Evaluating Done ********** 04/12/2022 16:39:31 - INFO - __main__ - global_steps 25050 loss: 0.57576541 04/12/2022 16:39:35 - INFO - __main__ - global_steps 25100 loss: 0.55581549 04/12/2022 16:39:40 - INFO - __main__ - global_steps 25150 loss: 0.51542068 04/12/2022 16:39:45 - INFO - __main__ - global_steps 25200 loss: 0.47914056 04/12/2022 16:39:49 - INFO - __main__ - global_steps 25250 loss: 0.52419594 04/12/2022 16:39:54 - INFO - __main__ - global_steps 25300 loss: 0.54881150 04/12/2022 16:39:58 - INFO - __main__ - global_steps 25350 loss: 0.58301121 04/12/2022 16:40:03 - INFO - __main__ - global_steps 25400 loss: 0.50442608 04/12/2022 16:40:07 - INFO - __main__ - global_steps 25450 loss: 0.48719747 04/12/2022 16:40:12 - INFO - __main__ - global_steps 25500 loss: 0.58119970 04/12/2022 16:40:17 - INFO - __main__ - global_steps 25550 loss: 0.56276083 04/12/2022 16:40:21 - INFO - __main__ - global_steps 25600 loss: 0.52798723 04/12/2022 16:40:26 - INFO - __main__ - global_steps 25650 loss: 0.46962529 04/12/2022 16:40:31 - INFO - __main__ - global_steps 25700 loss: 0.55298090 04/12/2022 16:40:35 - INFO - __main__ - global_steps 25750 loss: 0.48675155 04/12/2022 16:40:40 - INFO - __main__ - global_steps 25800 loss: 0.52183449 04/12/2022 16:40:45 - INFO - __main__ - global_steps 25850 loss: 0.63803670 04/12/2022 16:40:49 - INFO - __main__ - global_steps 25900 loss: 0.58211483 04/12/2022 16:40:54 - INFO - __main__ - global_steps 25950 loss: 0.53155560 04/12/2022 16:40:58 - INFO - __main__ - global_steps 26000 loss: 0.63089919 04/12/2022 16:41:03 - INFO - __main__ - global_steps 26050 loss: 0.60449485 04/12/2022 16:41:08 - INFO - __main__ - global_steps 26100 loss: 0.59561875 04/12/2022 16:41:12 - INFO - __main__ - global_steps 26150 loss: 0.54692092 04/12/2022 16:41:17 - INFO - __main__ - global_steps 26200 loss: 0.53489462 04/12/2022 16:41:22 - INFO - __main__ - global_steps 26250 loss: 0.57345146 04/12/2022 16:41:26 - INFO - __main__ - global_steps 26300 loss: 0.62005061 04/12/2022 16:41:31 - INFO - __main__ - global_steps 26350 loss: 0.46098989 04/12/2022 16:41:36 - INFO - __main__ - global_steps 26400 loss: 0.61176132 04/12/2022 16:41:40 - INFO - __main__ - global_steps 26450 loss: 0.48205002 04/12/2022 16:41:44 - INFO - __main__ - global_steps 26500 loss: 0.57620301 04/12/2022 16:41:49 - INFO - __main__ - global_steps 26550 loss: 0.54867343 04/12/2022 16:41:53 - INFO - __main__ - global_steps 26600 loss: 0.48594102 04/12/2022 16:41:58 - INFO - __main__ - global_steps 26650 loss: 0.58961410 04/12/2022 16:42:03 - INFO - __main__ - global_steps 26700 loss: 0.57332883 04/12/2022 16:42:07 - INFO - __main__ - global_steps 26750 loss: 0.50179895 04/12/2022 16:42:12 - INFO - __main__ - global_steps 26800 loss: 0.52669099 04/12/2022 16:42:17 - INFO - __main__ - global_steps 26850 loss: 0.53629838 04/12/2022 16:42:21 - INFO - __main__ - global_steps 26900 loss: 0.52102115 04/12/2022 16:42:26 - INFO - __main__ - global_steps 26950 loss: 0.54369204 04/12/2022 16:42:31 - INFO - __main__ - global_steps 27000 loss: 0.44314587 04/12/2022 16:42:35 - INFO - __main__ - global_steps 27050 loss: 0.54834919 04/12/2022 16:42:40 - INFO - __main__ - global_steps 27100 loss: 0.45662607 04/12/2022 16:42:44 - INFO - __main__ - global_steps 27150 loss: 0.57047996 04/12/2022 16:42:49 - INFO - __main__ - global_steps 27200 loss: 0.47828519 04/12/2022 16:42:54 - INFO - __main__ - global_steps 27250 loss: 0.46419307 04/12/2022 16:42:58 - INFO - __main__ - global_steps 27300 loss: 0.52342163 04/12/2022 16:43:03 - INFO - __main__ - global_steps 27350 loss: 0.49846685 04/12/2022 16:43:08 - INFO - __main__ - global_steps 27400 loss: 0.52790504 04/12/2022 16:43:12 - INFO - __main__ - global_steps 27450 loss: 0.51639115 04/12/2022 16:43:17 - INFO - __main__ - global_steps 27500 loss: 0.54983876 04/12/2022 16:43:17 - INFO - __main__ - ********** Running evaluating ********** 04/12/2022 16:43:21 - INFO - __main__ - ########## val_ar_acc 0.6895582329317269 ########## 04/12/2022 16:43:26 - INFO - __main__ - ########## val_bg_acc 0.7337349397590361 ########## 04/12/2022 16:43:31 - INFO - __main__ - ########## val_de_acc 0.7522088353413655 ########## 04/12/2022 16:43:35 - INFO - __main__ - ########## val_el_acc 0.7289156626506024 ########## 04/12/2022 16:43:40 - INFO - __main__ - ########## val_en_acc 0.8132530120481928 ########## 04/12/2022 16:43:44 - INFO - __main__ - ########## val_es_acc 0.7602409638554217 ########## 04/12/2022 16:43:49 - INFO - __main__ - ########## val_fr_acc 0.7590361445783133 ########## 04/12/2022 16:43:54 - INFO - __main__ - ########## val_hi_acc 0.6686746987951807 ########## 04/12/2022 16:43:58 - INFO - __main__ - ########## val_ru_acc 0.7168674698795181 ########## 04/12/2022 16:44:03 - INFO - __main__ - ########## val_sw_acc 0.6734939759036145 ########## 04/12/2022 16:44:08 - INFO - __main__ - ########## val_th_acc 0.6738955823293172 ########## 04/12/2022 16:44:12 - INFO - __main__ - ########## val_tr_acc 0.6843373493975904 ########## 04/12/2022 16:44:17 - INFO - __main__ - ########## val_ur_acc 0.6164658634538153 ########## 04/12/2022 16:44:22 - INFO - __main__ - ########## val_vi_acc 0.7200803212851405 ########## 04/12/2022 16:44:27 - INFO - __main__ - ########## val_zh_acc 0.7096385542168675 ########## 04/12/2022 16:44:36 - INFO - __main__ - ########## test_ar_acc 0.6922155688622754 ########## 04/12/2022 16:44:46 - INFO - __main__ - ########## test_bg_acc 0.7405189620758483 ########## 04/12/2022 16:44:55 - INFO - __main__ - ########## test_de_acc 0.7455089820359282 ########## 04/12/2022 16:45:05 - INFO - __main__ - ########## test_el_acc 0.7405189620758483 ########## 04/12/2022 16:45:14 - INFO - __main__ - ########## test_en_acc 0.8203592814371258 ########## 04/12/2022 16:45:24 - INFO - __main__ - ########## test_es_acc 0.7624750499001997 ########## 04/12/2022 16:45:34 - INFO - __main__ - ########## test_fr_acc 0.7650698602794411 ########## 04/12/2022 16:45:44 - INFO - __main__ - ########## test_hi_acc 0.6710578842315369 ########## 04/12/2022 16:45:53 - INFO - __main__ - ########## test_ru_acc 0.731936127744511 ########## 04/12/2022 16:46:03 - INFO - __main__ - ########## test_sw_acc 0.680439121756487 ########## 04/12/2022 16:46:12 - INFO - __main__ - ########## test_th_acc 0.681437125748503 ########## 04/12/2022 16:46:21 - INFO - __main__ - ########## test_tr_acc 0.694810379241517 ########## 04/12/2022 16:46:31 - INFO - __main__ - ########## test_ur_acc 0.6259481037924152 ########## 04/12/2022 16:46:40 - INFO - __main__ - ########## test_vi_acc 0.7269461077844311 ########## 04/12/2022 16:46:49 - INFO - __main__ - ########## test_zh_acc 0.7013972055888223 ########## 04/12/2022 16:46:49 - INFO - __main__ - val_ar_acc = 0.6895582329317269 04/12/2022 16:46:49 - INFO - __main__ - val_bg_acc = 0.7337349397590361 04/12/2022 16:46:49 - INFO - __main__ - val_de_acc = 0.7522088353413655 04/12/2022 16:46:49 - INFO - __main__ - val_el_acc = 0.7289156626506024 04/12/2022 16:46:49 - INFO - __main__ - val_en_acc = 0.8132530120481928 04/12/2022 16:46:49 - INFO - __main__ - val_es_acc = 0.7602409638554217 04/12/2022 16:46:49 - INFO - __main__ - val_fr_acc = 0.7590361445783133 04/12/2022 16:46:49 - INFO - __main__ - val_hi_acc = 0.6686746987951807 04/12/2022 16:46:49 - INFO - __main__ - val_ru_acc = 0.7168674698795181 04/12/2022 16:46:49 - INFO - __main__ - val_sw_acc = 0.6734939759036145 04/12/2022 16:46:49 - INFO - __main__ - val_th_acc = 0.6738955823293172 04/12/2022 16:46:49 - INFO - __main__ - val_tr_acc = 0.6843373493975904 04/12/2022 16:46:49 - INFO - __main__ - val_ur_acc = 0.6164658634538153 04/12/2022 16:46:49 - INFO - __main__ - val_vi_acc = 0.7200803212851405 04/12/2022 16:46:49 - INFO - __main__ - val_zh_acc = 0.7096385542168675 04/12/2022 16:46:49 - INFO - __main__ - val_avg_acc = 0.7133601070950469 04/12/2022 16:46:49 - INFO - __main__ - test_ar_acc = 0.6922155688622754 04/12/2022 16:46:49 - INFO - __main__ - test_bg_acc = 0.7405189620758483 04/12/2022 16:46:49 - INFO - __main__ - test_de_acc = 0.7455089820359282 04/12/2022 16:46:49 - INFO - __main__ - test_el_acc = 0.7405189620758483 04/12/2022 16:46:49 - INFO - __main__ - test_en_acc = 0.8203592814371258 04/12/2022 16:46:49 - INFO - __main__ - test_es_acc = 0.7624750499001997 04/12/2022 16:46:49 - INFO - __main__ - test_fr_acc = 0.7650698602794411 04/12/2022 16:46:49 - INFO - __main__ - test_hi_acc = 0.6710578842315369 04/12/2022 16:46:49 - INFO - __main__ - test_ru_acc = 0.731936127744511 04/12/2022 16:46:49 - INFO - __main__ - test_sw_acc = 0.680439121756487 04/12/2022 16:46:49 - INFO - __main__ - test_th_acc = 0.681437125748503 04/12/2022 16:46:49 - INFO - __main__ - test_tr_acc = 0.694810379241517 04/12/2022 16:46:49 - INFO - __main__ - test_ur_acc = 0.6259481037924152 04/12/2022 16:46:49 - INFO - __main__ - test_vi_acc = 0.7269461077844311 04/12/2022 16:46:49 - INFO - __main__ - test_zh_acc = 0.7013972055888223 04/12/2022 16:46:49 - INFO - __main__ - test_avg_acc = 0.7187092481703261 04/12/2022 16:46:49 - INFO - __main__ - ########## Step 27500 val_avg_acc 0.7133601070950469 test_avg_acc 0.7187092481703261 ########## 04/12/2022 16:46:51 - INFO - utils - remove old ckpt: xnli_right_avg_new/ckpt/step-15000-test_avg_acc-0.6737990685296075-val_avg_acc-0.669718875502008 04/12/2022 16:46:51 - INFO - __main__ - ********** Evaluating Done ********** 04/12/2022 16:46:56 - INFO - __main__ - global_steps 27550 loss: 0.60920970 04/12/2022 16:47:00 - INFO - __main__ - global_steps 27600 loss: 0.49481824 04/12/2022 16:47:05 - INFO - __main__ - global_steps 27650 loss: 0.51468239 04/12/2022 16:47:10 - INFO - __main__ - global_steps 27700 loss: 0.54087523 04/12/2022 16:47:14 - INFO - __main__ - global_steps 27750 loss: 0.48229985 04/12/2022 16:47:19 - INFO - __main__ - global_steps 27800 loss: 0.45822629 04/12/2022 16:47:24 - INFO - __main__ - global_steps 27850 loss: 0.46767865 04/12/2022 16:47:28 - INFO - __main__ - global_steps 27900 loss: 0.44004488 04/12/2022 16:47:33 - INFO - __main__ - global_steps 27950 loss: 0.62691782 04/12/2022 16:47:38 - INFO - __main__ - global_steps 28000 loss: 0.59147628 04/12/2022 16:47:42 - INFO - __main__ - global_steps 28050 loss: 0.51017294 04/12/2022 16:47:47 - INFO - __main__ - global_steps 28100 loss: 0.50209441 04/12/2022 16:47:52 - INFO - __main__ - global_steps 28150 loss: 0.58269310 04/12/2022 16:47:56 - INFO - __main__ - global_steps 28200 loss: 0.55455380 04/12/2022 16:48:01 - INFO - __main__ - global_steps 28250 loss: 0.50917345 04/12/2022 16:48:06 - INFO - __main__ - global_steps 28300 loss: 0.50806663 04/12/2022 16:48:10 - INFO - __main__ - global_steps 28350 loss: 0.51060829 04/12/2022 16:48:15 - INFO - __main__ - global_steps 28400 loss: 0.44494016 04/12/2022 16:48:19 - INFO - __main__ - global_steps 28450 loss: 0.60879576 04/12/2022 16:48:24 - INFO - __main__ - global_steps 28500 loss: 0.59482250 04/12/2022 16:48:28 - INFO - __main__ - global_steps 28550 loss: 0.53410311 04/12/2022 16:48:33 - INFO - __main__ - global_steps 28600 loss: 0.52890785 04/12/2022 16:48:37 - INFO - __main__ - global_steps 28650 loss: 0.54563650 04/12/2022 16:48:41 - INFO - __main__ - global_steps 28700 loss: 0.59221355 04/12/2022 16:48:46 - INFO - __main__ - global_steps 28750 loss: 0.49759545 04/12/2022 16:48:51 - INFO - __main__ - global_steps 28800 loss: 0.60159913 04/12/2022 16:48:55 - INFO - __main__ - global_steps 28850 loss: 0.57551583 04/12/2022 16:49:00 - INFO - __main__ - global_steps 28900 loss: 0.57294898 04/12/2022 16:49:04 - INFO - __main__ - global_steps 28950 loss: 0.49524080 04/12/2022 16:49:09 - INFO - __main__ - global_steps 29000 loss: 0.56793993 04/12/2022 16:49:14 - INFO - __main__ - global_steps 29050 loss: 0.64671517 04/12/2022 16:49:18 - INFO - __main__ - global_steps 29100 loss: 0.53992163 04/12/2022 16:49:23 - INFO - __main__ - global_steps 29150 loss: 0.56064021 04/12/2022 16:49:28 - INFO - __main__ - global_steps 29200 loss: 0.49180502 04/12/2022 16:49:32 - INFO - __main__ - global_steps 29250 loss: 0.54557733 04/12/2022 16:49:37 - INFO - __main__ - global_steps 29300 loss: 0.55611993 04/12/2022 16:49:42 - INFO - __main__ - global_steps 29350 loss: 0.58961261 04/12/2022 16:49:46 - INFO - __main__ - global_steps 29400 loss: 0.45899436 04/12/2022 16:49:51 - INFO - __main__ - global_steps 29450 loss: 0.59163379 04/12/2022 16:49:56 - INFO - __main__ - global_steps 29500 loss: 0.47379507 04/12/2022 16:50:00 - INFO - __main__ - global_steps 29550 loss: 0.49601647 04/12/2022 16:50:05 - INFO - __main__ - global_steps 29600 loss: 0.48484851 04/12/2022 16:50:10 - INFO - __main__ - global_steps 29650 loss: 0.54153339 04/12/2022 16:50:14 - INFO - __main__ - global_steps 29700 loss: 0.55139377 04/12/2022 16:50:19 - INFO - __main__ - global_steps 29750 loss: 0.50988282 04/12/2022 16:50:24 - INFO - __main__ - global_steps 29800 loss: 0.50888973 04/12/2022 16:50:28 - INFO - __main__ - global_steps 29850 loss: 0.45206608 04/12/2022 16:50:33 - INFO - __main__ - global_steps 29900 loss: 0.50069356 04/12/2022 16:50:38 - INFO - __main__ - global_steps 29950 loss: 0.48814285 04/12/2022 16:50:42 - INFO - __main__ - global_steps 30000 loss: 0.51167895 04/12/2022 16:50:42 - INFO - __main__ - ********** Running evaluating ********** 04/12/2022 16:50:47 - INFO - __main__ - ########## val_ar_acc 0.6598393574297189 ########## 04/12/2022 16:50:51 - INFO - __main__ - ########## val_bg_acc 0.7273092369477911 ########## 04/12/2022 16:50:56 - INFO - __main__ - ########## val_de_acc 0.7240963855421687 ########## 04/12/2022 16:51:01 - INFO - __main__ - ########## val_el_acc 0.704417670682731 ########## 04/12/2022 16:51:05 - INFO - __main__ - ########## val_en_acc 0.7987951807228916 ########## 04/12/2022 16:51:10 - INFO - __main__ - ########## val_es_acc 0.7429718875502008 ########## 04/12/2022 16:51:14 - INFO - __main__ - ########## val_fr_acc 0.7437751004016064 ########## 04/12/2022 16:51:19 - INFO - __main__ - ########## val_hi_acc 0.6437751004016065 ########## 04/12/2022 16:51:24 - INFO - __main__ - ########## val_ru_acc 0.6951807228915663 ########## 04/12/2022 16:51:28 - INFO - __main__ - ########## val_sw_acc 0.6534136546184739 ########## 04/12/2022 16:51:33 - INFO - __main__ - ########## val_th_acc 0.6437751004016065 ########## 04/12/2022 16:51:37 - INFO - __main__ - ########## val_tr_acc 0.6638554216867469 ########## 04/12/2022 16:51:42 - INFO - __main__ - ########## val_ur_acc 0.5927710843373494 ########## 04/12/2022 16:51:46 - INFO - __main__ - ########## val_vi_acc 0.7036144578313253 ########## 04/12/2022 16:51:51 - INFO - __main__ - ########## val_zh_acc 0.6835341365461848 ########## 04/12/2022 16:52:00 - INFO - __main__ - ########## test_ar_acc 0.6586826347305389 ########## 04/12/2022 16:52:09 - INFO - __main__ - ########## test_bg_acc 0.7277445109780439 ########## 04/12/2022 16:52:18 - INFO - __main__ - ########## test_de_acc 0.7191616766467066 ########## 04/12/2022 16:52:28 - INFO - __main__ - ########## test_el_acc 0.7053892215568862 ########## 04/12/2022 16:52:37 - INFO - __main__ - ########## test_en_acc 0.8067864271457086 ########## 04/12/2022 16:52:46 - INFO - __main__ - ########## test_es_acc 0.7393213572854291 ########## 04/12/2022 16:52:55 - INFO - __main__ - ########## test_fr_acc 0.7425149700598802 ########## 04/12/2022 16:53:05 - INFO - __main__ - ########## test_hi_acc 0.6487025948103793 ########## 04/12/2022 16:53:15 - INFO - __main__ - ########## test_ru_acc 0.7113772455089821 ########## 04/12/2022 16:53:24 - INFO - __main__ - ########## test_sw_acc 0.6644710578842316 ########## 04/12/2022 16:53:33 - INFO - __main__ - ########## test_th_acc 0.6548902195608782 ########## 04/12/2022 16:53:41 - INFO - __main__ - ########## test_tr_acc 0.6734530938123753 ########## 04/12/2022 16:53:51 - INFO - __main__ - ########## test_ur_acc 0.5982035928143713 ########## 04/12/2022 16:54:00 - INFO - __main__ - ########## test_vi_acc 0.7095808383233533 ########## 04/12/2022 16:54:09 - INFO - __main__ - ########## test_zh_acc 0.6688622754491018 ########## 04/12/2022 16:54:09 - INFO - __main__ - val_ar_acc = 0.6598393574297189 04/12/2022 16:54:09 - INFO - __main__ - val_bg_acc = 0.7273092369477911 04/12/2022 16:54:09 - INFO - __main__ - val_de_acc = 0.7240963855421687 04/12/2022 16:54:09 - INFO - __main__ - val_el_acc = 0.704417670682731 04/12/2022 16:54:09 - INFO - __main__ - val_en_acc = 0.7987951807228916 04/12/2022 16:54:09 - INFO - __main__ - val_es_acc = 0.7429718875502008 04/12/2022 16:54:09 - INFO - __main__ - val_fr_acc = 0.7437751004016064 04/12/2022 16:54:09 - INFO - __main__ - val_hi_acc = 0.6437751004016065 04/12/2022 16:54:09 - INFO - __main__ - val_ru_acc = 0.6951807228915663 04/12/2022 16:54:09 - INFO - __main__ - val_sw_acc = 0.6534136546184739 04/12/2022 16:54:09 - INFO - __main__ - val_th_acc = 0.6437751004016065 04/12/2022 16:54:09 - INFO - __main__ - val_tr_acc = 0.6638554216867469 04/12/2022 16:54:09 - INFO - __main__ - val_ur_acc = 0.5927710843373494 04/12/2022 16:54:09 - INFO - __main__ - val_vi_acc = 0.7036144578313253 04/12/2022 16:54:09 - INFO - __main__ - val_zh_acc = 0.6835341365461848 04/12/2022 16:54:09 - INFO - __main__ - val_avg_acc = 0.6920749665327979 04/12/2022 16:54:09 - INFO - __main__ - test_ar_acc = 0.6586826347305389 04/12/2022 16:54:09 - INFO - __main__ - test_bg_acc = 0.7277445109780439 04/12/2022 16:54:09 - INFO - __main__ - test_de_acc = 0.7191616766467066 04/12/2022 16:54:09 - INFO - __main__ - test_el_acc = 0.7053892215568862 04/12/2022 16:54:09 - INFO - __main__ - test_en_acc = 0.8067864271457086 04/12/2022 16:54:09 - INFO - __main__ - test_es_acc = 0.7393213572854291 04/12/2022 16:54:09 - INFO - __main__ - test_fr_acc = 0.7425149700598802 04/12/2022 16:54:09 - INFO - __main__ - test_hi_acc = 0.6487025948103793 04/12/2022 16:54:09 - INFO - __main__ - test_ru_acc = 0.7113772455089821 04/12/2022 16:54:09 - INFO - __main__ - test_sw_acc = 0.6644710578842316 04/12/2022 16:54:09 - INFO - __main__ - test_th_acc = 0.6548902195608782 04/12/2022 16:54:09 - INFO - __main__ - test_tr_acc = 0.6734530938123753 04/12/2022 16:54:09 - INFO - __main__ - test_ur_acc = 0.5982035928143713 04/12/2022 16:54:09 - INFO - __main__ - test_vi_acc = 0.7095808383233533 04/12/2022 16:54:09 - INFO - __main__ - test_zh_acc = 0.6688622754491018 04/12/2022 16:54:09 - INFO - __main__ - test_avg_acc = 0.6952761144377911 04/12/2022 16:54:10 - INFO - utils - remove old ckpt: xnli_right_avg_new/ckpt/step-20000-test_avg_acc-0.6816367265469061-val_avg_acc-0.6790093708165997 04/12/2022 16:54:10 - INFO - __main__ - ********** Evaluating Done ********** 04/12/2022 16:54:15 - INFO - __main__ - global_steps 30050 loss: 0.58950365 04/12/2022 16:54:19 - INFO - __main__ - global_steps 30100 loss: 0.49979247 04/12/2022 16:54:24 - INFO - __main__ - global_steps 30150 loss: 0.54310878 04/12/2022 16:54:28 - INFO - __main__ - global_steps 30200 loss: 0.52075070 04/12/2022 16:54:32 - INFO - __main__ - global_steps 30250 loss: 0.50641625 04/12/2022 16:54:37 - INFO - __main__ - global_steps 30300 loss: 0.67030269 04/12/2022 16:54:41 - INFO - __main__ - global_steps 30350 loss: 0.54934690 04/12/2022 16:54:46 - INFO - __main__ - global_steps 30400 loss: 0.51529847 04/12/2022 16:54:51 - INFO - __main__ - global_steps 30450 loss: 0.53862279 04/12/2022 16:54:56 - INFO - __main__ - global_steps 30500 loss: 0.46114496 04/12/2022 16:55:00 - INFO - __main__ - global_steps 30550 loss: 0.50839877 04/12/2022 16:55:05 - INFO - __main__ - global_steps 30600 loss: 0.53028197 04/12/2022 16:55:09 - INFO - __main__ - global_steps 30650 loss: 0.57122250 04/12/2022 16:55:13 - INFO - __main__ - global_steps 30700 loss: 0.52888479 04/12/2022 16:55:17 - INFO - __main__ - global_steps 30750 loss: 0.48845893 04/12/2022 16:55:22 - INFO - __main__ - global_steps 30800 loss: 0.57367656 04/12/2022 16:55:27 - INFO - __main__ - global_steps 30850 loss: 0.50995752 04/12/2022 16:55:31 - INFO - __main__ - global_steps 30900 loss: 0.57180822 04/12/2022 16:55:36 - INFO - __main__ - global_steps 30950 loss: 0.54101277 04/12/2022 16:55:41 - INFO - __main__ - global_steps 31000 loss: 0.51049472 04/12/2022 16:55:46 - INFO - __main__ - global_steps 31050 loss: 0.53010635 04/12/2022 16:55:50 - INFO - __main__ - global_steps 31100 loss: 0.60225313 04/12/2022 16:55:55 - INFO - __main__ - global_steps 31150 loss: 0.54555194 04/12/2022 16:55:59 - INFO - __main__ - global_steps 31200 loss: 0.52959916 04/12/2022 16:56:04 - INFO - __main__ - global_steps 31250 loss: 0.50040390 04/12/2022 16:56:09 - INFO - __main__ - global_steps 31300 loss: 0.45974431 04/12/2022 16:56:13 - INFO - __main__ - global_steps 31350 loss: 0.51443379 04/12/2022 16:56:18 - INFO - __main__ - global_steps 31400 loss: 0.57210085 04/12/2022 16:56:23 - INFO - __main__ - global_steps 31450 loss: 0.46316308 04/12/2022 16:56:27 - INFO - __main__ - global_steps 31500 loss: 0.46149486 04/12/2022 16:56:32 - INFO - __main__ - global_steps 31550 loss: 0.55860926 04/12/2022 16:56:37 - INFO - __main__ - global_steps 31600 loss: 0.57104874 04/12/2022 16:56:41 - INFO - __main__ - global_steps 31650 loss: 0.53235718 04/12/2022 16:56:46 - INFO - __main__ - global_steps 31700 loss: 0.54719536 04/12/2022 16:56:51 - INFO - __main__ - global_steps 31750 loss: 0.48187723 04/12/2022 16:56:55 - INFO - __main__ - global_steps 31800 loss: 0.55561461 04/12/2022 16:57:00 - INFO - __main__ - global_steps 31850 loss: 0.45554903 04/12/2022 16:57:05 - INFO - __main__ - global_steps 31900 loss: 0.44924463 04/12/2022 16:57:09 - INFO - __main__ - global_steps 31950 loss: 0.48212823 04/12/2022 16:57:14 - INFO - __main__ - global_steps 32000 loss: 0.60656643 04/12/2022 16:57:19 - INFO - __main__ - global_steps 32050 loss: 0.54275072 04/12/2022 16:57:23 - INFO - __main__ - global_steps 32100 loss: 0.51420392 04/12/2022 16:57:28 - INFO - __main__ - global_steps 32150 loss: 0.58358687 04/12/2022 16:57:33 - INFO - __main__ - global_steps 32200 loss: 0.49453071 04/12/2022 16:57:37 - INFO - __main__ - global_steps 32250 loss: 0.52469498 04/12/2022 16:57:42 - INFO - __main__ - global_steps 32300 loss: 0.49989206 04/12/2022 16:57:47 - INFO - __main__ - global_steps 32350 loss: 0.44085795 04/12/2022 16:57:51 - INFO - __main__ - global_steps 32400 loss: 0.50810547 04/12/2022 16:57:56 - INFO - __main__ - global_steps 32450 loss: 0.51482707 04/12/2022 16:58:00 - INFO - __main__ - global_steps 32500 loss: 0.65993131 04/12/2022 16:58:00 - INFO - __main__ - ********** Running evaluating ********** 04/12/2022 16:58:05 - INFO - __main__ - ########## val_ar_acc 0.6429718875502008 ########## 04/12/2022 16:58:09 - INFO - __main__ - ########## val_bg_acc 0.7160642570281125 ########## 04/12/2022 16:58:14 - INFO - __main__ - ########## val_de_acc 0.7108433734939759 ########## 04/12/2022 16:58:18 - INFO - __main__ - ########## val_el_acc 0.6879518072289157 ########## 04/12/2022 16:58:23 - INFO - __main__ - ########## val_en_acc 0.785140562248996 ########## 04/12/2022 16:58:27 - INFO - __main__ - ########## val_es_acc 0.7337349397590361 ########## 04/12/2022 16:58:32 - INFO - __main__ - ########## val_fr_acc 0.7337349397590361 ########## 04/12/2022 16:58:37 - INFO - __main__ - ########## val_hi_acc 0.642570281124498 ########## 04/12/2022 16:58:41 - INFO - __main__ - ########## val_ru_acc 0.6867469879518072 ########## 04/12/2022 16:58:46 - INFO - __main__ - ########## val_sw_acc 0.636144578313253 ########## 04/12/2022 16:58:50 - INFO - __main__ - ########## val_th_acc 0.6341365461847389 ########## 04/12/2022 16:58:54 - INFO - __main__ - ########## val_tr_acc 0.6461847389558233 ########## 04/12/2022 16:58:59 - INFO - __main__ - ########## val_ur_acc 0.5891566265060241 ########## 04/12/2022 16:59:04 - INFO - __main__ - ########## val_vi_acc 0.6983935742971887 ########## 04/12/2022 16:59:08 - INFO - __main__ - ########## val_zh_acc 0.6746987951807228 ########## 04/12/2022 16:59:17 - INFO - __main__ - ########## test_ar_acc 0.6530938123752495 ########## 04/12/2022 16:59:26 - INFO - __main__ - ########## test_bg_acc 0.7201596806387226 ########## 04/12/2022 16:59:35 - INFO - __main__ - ########## test_de_acc 0.7095808383233533 ########## 04/12/2022 16:59:44 - INFO - __main__ - ########## test_el_acc 0.7005988023952096 ########## 04/12/2022 16:59:53 - INFO - __main__ - ########## test_en_acc 0.7972055888223553 ########## 04/12/2022 17:00:02 - INFO - __main__ - ########## test_es_acc 0.7325349301397206 ########## 04/12/2022 17:00:11 - INFO - __main__ - ########## test_fr_acc 0.7311377245508982 ########## 04/12/2022 17:00:21 - INFO - __main__ - ########## test_hi_acc 0.6455089820359281 ########## 04/12/2022 17:00:31 - INFO - __main__ - ########## test_ru_acc 0.7069860279441118 ########## 04/12/2022 17:00:40 - INFO - __main__ - ########## test_sw_acc 0.6461077844311377 ########## 04/12/2022 17:00:48 - INFO - __main__ - ########## test_th_acc 0.63812375249501 ########## 04/12/2022 17:00:57 - INFO - __main__ - ########## test_tr_acc 0.6656686626746507 ########## 04/12/2022 17:01:07 - INFO - __main__ - ########## test_ur_acc 0.5912175648702594 ########## 04/12/2022 17:01:16 - INFO - __main__ - ########## test_vi_acc 0.7019960079840319 ########## 04/12/2022 17:01:25 - INFO - __main__ - ########## test_zh_acc 0.6626746506986028 ########## 04/12/2022 17:01:25 - INFO - __main__ - val_ar_acc = 0.6429718875502008 04/12/2022 17:01:25 - INFO - __main__ - val_bg_acc = 0.7160642570281125 04/12/2022 17:01:25 - INFO - __main__ - val_de_acc = 0.7108433734939759 04/12/2022 17:01:25 - INFO - __main__ - val_el_acc = 0.6879518072289157 04/12/2022 17:01:25 - INFO - __main__ - val_en_acc = 0.785140562248996 04/12/2022 17:01:25 - INFO - __main__ - val_es_acc = 0.7337349397590361 04/12/2022 17:01:25 - INFO - __main__ - val_fr_acc = 0.7337349397590361 04/12/2022 17:01:25 - INFO - __main__ - val_hi_acc = 0.642570281124498 04/12/2022 17:01:25 - INFO - __main__ - val_ru_acc = 0.6867469879518072 04/12/2022 17:01:25 - INFO - __main__ - val_sw_acc = 0.636144578313253 04/12/2022 17:01:25 - INFO - __main__ - val_th_acc = 0.6341365461847389 04/12/2022 17:01:25 - INFO - __main__ - val_tr_acc = 0.6461847389558233 04/12/2022 17:01:25 - INFO - __main__ - val_ur_acc = 0.5891566265060241 04/12/2022 17:01:25 - INFO - __main__ - val_vi_acc = 0.6983935742971887 04/12/2022 17:01:25 - INFO - __main__ - val_zh_acc = 0.6746987951807228 04/12/2022 17:01:25 - INFO - __main__ - val_avg_acc = 0.681231593038822 04/12/2022 17:01:25 - INFO - __main__ - test_ar_acc = 0.6530938123752495 04/12/2022 17:01:25 - INFO - __main__ - test_bg_acc = 0.7201596806387226 04/12/2022 17:01:25 - INFO - __main__ - test_de_acc = 0.7095808383233533 04/12/2022 17:01:25 - INFO - __main__ - test_el_acc = 0.7005988023952096 04/12/2022 17:01:25 - INFO - __main__ - test_en_acc = 0.7972055888223553 04/12/2022 17:01:25 - INFO - __main__ - test_es_acc = 0.7325349301397206 04/12/2022 17:01:25 - INFO - __main__ - test_fr_acc = 0.7311377245508982 04/12/2022 17:01:25 - INFO - __main__ - test_hi_acc = 0.6455089820359281 04/12/2022 17:01:25 - INFO - __main__ - test_ru_acc = 0.7069860279441118 04/12/2022 17:01:25 - INFO - __main__ - test_sw_acc = 0.6461077844311377 04/12/2022 17:01:25 - INFO - __main__ - test_th_acc = 0.63812375249501 04/12/2022 17:01:25 - INFO - __main__ - test_tr_acc = 0.6656686626746507 04/12/2022 17:01:25 - INFO - __main__ - test_ur_acc = 0.5912175648702594 04/12/2022 17:01:25 - INFO - __main__ - test_vi_acc = 0.7019960079840319 04/12/2022 17:01:25 - INFO - __main__ - test_zh_acc = 0.6626746506986028 04/12/2022 17:01:25 - INFO - __main__ - test_avg_acc = 0.6868396540252828 04/12/2022 17:01:26 - INFO - utils - remove old ckpt: xnli_right_avg_new/ckpt/step-32500-test_avg_acc-0.6868396540252828-val_avg_acc-0.681231593038822 04/12/2022 17:01:26 - INFO - __main__ - ********** Evaluating Done ********** 04/12/2022 17:01:31 - INFO - __main__ - global_steps 32550 loss: 0.48486712 04/12/2022 17:01:35 - INFO - __main__ - global_steps 32600 loss: 0.53151659 04/12/2022 17:01:40 - INFO - __main__ - global_steps 32650 loss: 0.55606563 04/12/2022 17:01:45 - INFO - __main__ - global_steps 32700 loss: 0.50932580 04/12/2022 17:01:50 - INFO - __main__ - global_steps 32750 loss: 0.48050588 04/12/2022 17:01:54 - INFO - __main__ - global_steps 32800 loss: 0.50256841 04/12/2022 17:01:59 - INFO - __main__ - global_steps 32850 loss: 0.53102210 04/12/2022 17:02:04 - INFO - __main__ - global_steps 32900 loss: 0.58347076 04/12/2022 17:02:08 - INFO - __main__ - global_steps 32950 loss: 0.50408973 04/12/2022 17:02:13 - INFO - __main__ - global_steps 33000 loss: 0.58156815 04/12/2022 17:02:18 - INFO - __main__ - global_steps 33050 loss: 0.54303852 04/12/2022 17:02:22 - INFO - __main__ - global_steps 33100 loss: 0.50030641 04/12/2022 17:02:27 - INFO - __main__ - global_steps 33150 loss: 0.51840498 04/12/2022 17:02:32 - INFO - __main__ - global_steps 33200 loss: 0.53864509 04/12/2022 17:02:36 - INFO - __main__ - global_steps 33250 loss: 0.52728886 04/12/2022 17:02:41 - INFO - __main__ - global_steps 33300 loss: 0.48576008 04/12/2022 17:02:46 - INFO - __main__ - global_steps 33350 loss: 0.52279432 04/12/2022 17:02:51 - INFO - __main__ - global_steps 33400 loss: 0.58516609 04/12/2022 17:02:55 - INFO - __main__ - global_steps 33450 loss: 0.51351256 04/12/2022 17:03:00 - INFO - __main__ - global_steps 33500 loss: 0.51727537 04/12/2022 17:03:04 - INFO - __main__ - global_steps 33550 loss: 0.58677065 04/12/2022 17:03:09 - INFO - __main__ - global_steps 33600 loss: 0.51846986 04/12/2022 17:03:13 - INFO - __main__ - global_steps 33650 loss: 0.47521623 04/12/2022 17:03:18 - INFO - __main__ - global_steps 33700 loss: 0.46861268 04/12/2022 17:03:23 - INFO - __main__ - global_steps 33750 loss: 0.52026280 04/12/2022 17:03:27 - INFO - __main__ - global_steps 33800 loss: 0.48332827 04/12/2022 17:03:32 - INFO - __main__ - global_steps 33850 loss: 0.47808082 04/12/2022 17:03:37 - INFO - __main__ - global_steps 33900 loss: 0.43452362 04/12/2022 17:03:41 - INFO - __main__ - global_steps 33950 loss: 0.54087502 04/12/2022 17:03:46 - INFO - __main__ - global_steps 34000 loss: 0.46161838 04/12/2022 17:03:51 - INFO - __main__ - global_steps 34050 loss: 0.50649197 04/12/2022 17:03:55 - INFO - __main__ - global_steps 34100 loss: 0.54471400 04/12/2022 17:04:00 - INFO - __main__ - global_steps 34150 loss: 0.56677181 04/12/2022 17:04:05 - INFO - __main__ - global_steps 34200 loss: 0.44555291 04/12/2022 17:04:09 - INFO - __main__ - global_steps 34250 loss: 0.53306828 04/12/2022 17:04:14 - INFO - __main__ - global_steps 34300 loss: 0.51737493 04/12/2022 17:04:19 - INFO - __main__ - global_steps 34350 loss: 0.52964735 04/12/2022 17:04:23 - INFO - __main__ - global_steps 34400 loss: 0.46025904 04/12/2022 17:04:28 - INFO - __main__ - global_steps 34450 loss: 0.46803132 04/12/2022 17:04:33 - INFO - __main__ - global_steps 34500 loss: 0.49678044 04/12/2022 17:04:37 - INFO - __main__ - global_steps 34550 loss: 0.57038560 04/12/2022 17:04:42 - INFO - __main__ - global_steps 34600 loss: 0.51240339 04/12/2022 17:04:46 - INFO - __main__ - global_steps 34650 loss: 0.52340613 04/12/2022 17:04:51 - INFO - __main__ - global_steps 34700 loss: 0.47240858 04/12/2022 17:04:56 - INFO - __main__ - global_steps 34750 loss: 0.55994798 04/12/2022 17:05:00 - INFO - __main__ - global_steps 34800 loss: 0.48495463 04/12/2022 17:05:05 - INFO - __main__ - global_steps 34850 loss: 0.48413024 04/12/2022 17:05:10 - INFO - __main__ - global_steps 34900 loss: 0.46246136 04/12/2022 17:05:14 - INFO - __main__ - global_steps 34950 loss: 0.46329866 04/12/2022 17:05:19 - INFO - __main__ - global_steps 35000 loss: 0.50080638 04/12/2022 17:05:19 - INFO - __main__ - ********** Running evaluating ********** 04/12/2022 17:05:23 - INFO - __main__ - ########## val_ar_acc 0.6967871485943775 ########## 04/12/2022 17:05:28 - INFO - __main__ - ########## val_bg_acc 0.7305220883534137 ########## 04/12/2022 17:05:33 - INFO - __main__ - ########## val_de_acc 0.7570281124497992 ########## 04/12/2022 17:05:37 - INFO - __main__ - ########## val_el_acc 0.7329317269076305 ########## 04/12/2022 17:05:42 - INFO - __main__ - ########## val_en_acc 0.8204819277108434 ########## 04/12/2022 17:05:46 - INFO - __main__ - ########## val_es_acc 0.7714859437751004 ########## 04/12/2022 17:05:51 - INFO - __main__ - ########## val_fr_acc 0.763855421686747 ########## 04/12/2022 17:05:56 - INFO - __main__ - ########## val_hi_acc 0.6755020080321286 ########## 04/12/2022 17:06:00 - INFO - __main__ - ########## val_ru_acc 0.7232931726907631 ########## 04/12/2022 17:06:05 - INFO - __main__ - ########## val_sw_acc 0.6666666666666666 ########## 04/12/2022 17:06:09 - INFO - __main__ - ########## val_th_acc 0.6654618473895583 ########## 04/12/2022 17:06:13 - INFO - __main__ - ########## val_tr_acc 0.695582329317269 ########## 04/12/2022 17:06:18 - INFO - __main__ - ########## val_ur_acc 0.6341365461847389 ########## 04/12/2022 17:06:23 - INFO - __main__ - ########## val_vi_acc 0.7040160642570281 ########## 04/12/2022 17:06:27 - INFO - __main__ - ########## val_zh_acc 0.7132530120481928 ########## 04/12/2022 17:06:36 - INFO - __main__ - ########## test_ar_acc 0.6998003992015968 ########## 04/12/2022 17:06:46 - INFO - __main__ - ########## test_bg_acc 0.7473053892215569 ########## 04/12/2022 17:06:55 - INFO - __main__ - ########## test_de_acc 0.7425149700598802 ########## 04/12/2022 17:07:05 - INFO - __main__ - ########## test_el_acc 0.7471057884231537 ########## 04/12/2022 17:07:13 - INFO - __main__ - ########## test_en_acc 0.8239520958083832 ########## 04/12/2022 17:07:23 - INFO - __main__ - ########## test_es_acc 0.7684630738522954 ########## 04/12/2022 17:07:32 - INFO - __main__ - ########## test_fr_acc 0.7692614770459082 ########## 04/12/2022 17:07:42 - INFO - __main__ - ########## test_hi_acc 0.6692614770459082 ########## 04/12/2022 17:07:51 - INFO - __main__ - ########## test_ru_acc 0.7337325349301397 ########## 04/12/2022 17:08:00 - INFO - __main__ - ########## test_sw_acc 0.6774451097804391 ########## 04/12/2022 17:08:09 - INFO - __main__ - ########## test_th_acc 0.6720558882235529 ########## 04/12/2022 17:08:18 - INFO - __main__ - ########## test_tr_acc 0.6910179640718563 ########## 04/12/2022 17:08:28 - INFO - __main__ - ########## test_ur_acc 0.6351297405189621 ########## 04/12/2022 17:08:37 - INFO - __main__ - ########## test_vi_acc 0.7099800399201597 ########## 04/12/2022 17:08:46 - INFO - __main__ - ########## test_zh_acc 0.7079840319361277 ########## 04/12/2022 17:08:46 - INFO - __main__ - val_ar_acc = 0.6967871485943775 04/12/2022 17:08:46 - INFO - __main__ - val_bg_acc = 0.7305220883534137 04/12/2022 17:08:46 - INFO - __main__ - val_de_acc = 0.7570281124497992 04/12/2022 17:08:46 - INFO - __main__ - val_el_acc = 0.7329317269076305 04/12/2022 17:08:46 - INFO - __main__ - val_en_acc = 0.8204819277108434 04/12/2022 17:08:46 - INFO - __main__ - val_es_acc = 0.7714859437751004 04/12/2022 17:08:46 - INFO - __main__ - val_fr_acc = 0.763855421686747 04/12/2022 17:08:46 - INFO - __main__ - val_hi_acc = 0.6755020080321286 04/12/2022 17:08:46 - INFO - __main__ - val_ru_acc = 0.7232931726907631 04/12/2022 17:08:46 - INFO - __main__ - val_sw_acc = 0.6666666666666666 04/12/2022 17:08:46 - INFO - __main__ - val_th_acc = 0.6654618473895583 04/12/2022 17:08:46 - INFO - __main__ - val_tr_acc = 0.695582329317269 04/12/2022 17:08:46 - INFO - __main__ - val_ur_acc = 0.6341365461847389 04/12/2022 17:08:46 - INFO - __main__ - val_vi_acc = 0.7040160642570281 04/12/2022 17:08:46 - INFO - __main__ - val_zh_acc = 0.7132530120481928 04/12/2022 17:08:46 - INFO - __main__ - val_avg_acc = 0.7167336010709504 04/12/2022 17:08:46 - INFO - __main__ - test_ar_acc = 0.6998003992015968 04/12/2022 17:08:46 - INFO - __main__ - test_bg_acc = 0.7473053892215569 04/12/2022 17:08:46 - INFO - __main__ - test_de_acc = 0.7425149700598802 04/12/2022 17:08:46 - INFO - __main__ - test_el_acc = 0.7471057884231537 04/12/2022 17:08:46 - INFO - __main__ - test_en_acc = 0.8239520958083832 04/12/2022 17:08:46 - INFO - __main__ - test_es_acc = 0.7684630738522954 04/12/2022 17:08:46 - INFO - __main__ - test_fr_acc = 0.7692614770459082 04/12/2022 17:08:46 - INFO - __main__ - test_hi_acc = 0.6692614770459082 04/12/2022 17:08:46 - INFO - __main__ - test_ru_acc = 0.7337325349301397 04/12/2022 17:08:46 - INFO - __main__ - test_sw_acc = 0.6774451097804391 04/12/2022 17:08:46 - INFO - __main__ - test_th_acc = 0.6720558882235529 04/12/2022 17:08:46 - INFO - __main__ - test_tr_acc = 0.6910179640718563 04/12/2022 17:08:46 - INFO - __main__ - test_ur_acc = 0.6351297405189621 04/12/2022 17:08:46 - INFO - __main__ - test_vi_acc = 0.7099800399201597 04/12/2022 17:08:46 - INFO - __main__ - test_zh_acc = 0.7079840319361277 04/12/2022 17:08:46 - INFO - __main__ - test_avg_acc = 0.7196673320026614 04/12/2022 17:08:46 - INFO - __main__ - ########## Step 35000 val_avg_acc 0.7167336010709504 test_avg_acc 0.7196673320026614 ########## 04/12/2022 17:08:47 - INFO - utils - remove old ckpt: xnli_right_avg_new/ckpt/step-30000-test_avg_acc-0.6952761144377911-val_avg_acc-0.6920749665327979 04/12/2022 17:08:47 - INFO - __main__ - ********** Evaluating Done ********** 04/12/2022 17:08:52 - INFO - __main__ - global_steps 35050 loss: 0.43999431 04/12/2022 17:08:57 - INFO - __main__ - global_steps 35100 loss: 0.55193354 04/12/2022 17:09:01 - INFO - __main__ - global_steps 35150 loss: 0.47583173 04/12/2022 17:09:06 - INFO - __main__ - global_steps 35200 loss: 0.54767178 04/12/2022 17:09:10 - INFO - __main__ - global_steps 35250 loss: 0.49190757 04/12/2022 17:09:15 - INFO - __main__ - global_steps 35300 loss: 0.44380021 04/12/2022 17:09:20 - INFO - __main__ - global_steps 35350 loss: 0.48311067 04/12/2022 17:09:24 - INFO - __main__ - global_steps 35400 loss: 0.51798279 04/12/2022 17:09:29 - INFO - __main__ - global_steps 35450 loss: 0.53970745 04/12/2022 17:09:34 - INFO - __main__ - global_steps 35500 loss: 0.48865323 04/12/2022 17:09:38 - INFO - __main__ - global_steps 35550 loss: 0.48826639 04/12/2022 17:09:43 - INFO - __main__ - global_steps 35600 loss: 0.50606068 04/12/2022 17:09:47 - INFO - __main__ - global_steps 35650 loss: 0.53516470 04/12/2022 17:09:52 - INFO - __main__ - global_steps 35700 loss: 0.47178279 04/12/2022 17:09:57 - INFO - __main__ - global_steps 35750 loss: 0.52082755 04/12/2022 17:10:01 - INFO - __main__ - global_steps 35800 loss: 0.47572515 04/12/2022 17:10:06 - INFO - __main__ - global_steps 35850 loss: 0.52730263 04/12/2022 17:10:11 - INFO - __main__ - global_steps 35900 loss: 0.50461517 04/12/2022 17:10:15 - INFO - __main__ - global_steps 35950 loss: 0.52770156 04/12/2022 17:10:20 - INFO - __main__ - global_steps 36000 loss: 0.55572395 04/12/2022 17:10:25 - INFO - __main__ - global_steps 36050 loss: 0.52677558 04/12/2022 17:10:30 - INFO - __main__ - global_steps 36100 loss: 0.46582733 04/12/2022 17:10:34 - INFO - __main__ - global_steps 36150 loss: 0.51257929 04/12/2022 17:10:39 - INFO - __main__ - global_steps 36200 loss: 0.48863050 04/12/2022 17:10:44 - INFO - __main__ - global_steps 36250 loss: 0.46900660 04/12/2022 17:10:48 - INFO - __main__ - global_steps 36300 loss: 0.52658409 04/12/2022 17:10:53 - INFO - __main__ - global_steps 36350 loss: 0.53834879 04/12/2022 17:10:57 - INFO - __main__ - global_steps 36400 loss: 0.45377776 04/12/2022 17:11:02 - INFO - __main__ - global_steps 36450 loss: 0.53512261 04/12/2022 17:11:07 - INFO - __main__ - global_steps 36500 loss: 0.50045429 04/12/2022 17:11:11 - INFO - __main__ - global_steps 36550 loss: 0.55252400 04/12/2022 17:11:16 - INFO - __main__ - global_steps 36600 loss: 0.52924211 04/12/2022 17:11:21 - INFO - __main__ - global_steps 36650 loss: 0.57375968 04/12/2022 17:11:25 - INFO - __main__ - global_steps 36700 loss: 0.44144510 04/12/2022 17:11:30 - INFO - __main__ - global_steps 36750 loss: 0.45490193 04/12/2022 17:11:35 - INFO - __main__ - global_steps 36800 loss: 0.41773130 04/12/2022 17:11:39 - INFO - __main__ - global_steps 36850 loss: 0.55287884 04/12/2022 17:11:44 - INFO - __main__ - global_steps 36900 loss: 0.46747576 04/12/2022 17:11:49 - INFO - __main__ - global_steps 36950 loss: 0.47669085 04/12/2022 17:11:53 - INFO - __main__ - global_steps 37000 loss: 0.48159845 04/12/2022 17:11:58 - INFO - __main__ - global_steps 37050 loss: 0.45318645 04/12/2022 17:12:03 - INFO - __main__ - global_steps 37100 loss: 0.50568795 04/12/2022 17:12:07 - INFO - __main__ - global_steps 37150 loss: 0.55301004 04/12/2022 17:12:12 - INFO - __main__ - global_steps 37200 loss: 0.54193414 04/12/2022 17:12:16 - INFO - __main__ - global_steps 37250 loss: 0.49407698 04/12/2022 17:12:21 - INFO - __main__ - global_steps 37300 loss: 0.49601933 04/12/2022 17:12:25 - INFO - __main__ - global_steps 37350 loss: 0.47831294 04/12/2022 17:12:29 - INFO - __main__ - global_steps 37400 loss: 0.42965571 04/12/2022 17:12:34 - INFO - __main__ - global_steps 37450 loss: 0.45358472 04/12/2022 17:12:39 - INFO - __main__ - global_steps 37500 loss: 0.52279534 04/12/2022 17:12:39 - INFO - __main__ - ********** Running evaluating ********** 04/12/2022 17:12:43 - INFO - __main__ - ########## val_ar_acc 0.659437751004016 ########## 04/12/2022 17:12:48 - INFO - __main__ - ########## val_bg_acc 0.7224899598393574 ########## 04/12/2022 17:12:52 - INFO - __main__ - ########## val_de_acc 0.7152610441767068 ########## 04/12/2022 17:12:57 - INFO - __main__ - ########## val_el_acc 0.6995983935742972 ########## 04/12/2022 17:13:01 - INFO - __main__ - ########## val_en_acc 0.808433734939759 ########## 04/12/2022 17:13:06 - INFO - __main__ - ########## val_es_acc 0.7502008032128514 ########## 04/12/2022 17:13:10 - INFO - __main__ - ########## val_fr_acc 0.7417670682730924 ########## 04/12/2022 17:13:15 - INFO - __main__ - ########## val_hi_acc 0.6449799196787148 ########## 04/12/2022 17:13:20 - INFO - __main__ - ########## val_ru_acc 0.6935742971887551 ########## 04/12/2022 17:13:24 - INFO - __main__ - ########## val_sw_acc 0.6510040160642571 ########## 04/12/2022 17:13:29 - INFO - __main__ - ########## val_th_acc 0.6453815261044177 ########## 04/12/2022 17:13:33 - INFO - __main__ - ########## val_tr_acc 0.6702811244979919 ########## 04/12/2022 17:13:38 - INFO - __main__ - ########## val_ur_acc 0.5843373493975904 ########## 04/12/2022 17:13:42 - INFO - __main__ - ########## val_vi_acc 0.7140562248995984 ########## 04/12/2022 17:13:47 - INFO - __main__ - ########## val_zh_acc 0.6919678714859437 ########## 04/12/2022 17:13:56 - INFO - __main__ - ########## test_ar_acc 0.6640718562874252 ########## 04/12/2022 17:14:05 - INFO - __main__ - ########## test_bg_acc 0.7219560878243513 ########## 04/12/2022 17:14:15 - INFO - __main__ - ########## test_de_acc 0.7217564870259481 ########## 04/12/2022 17:14:24 - INFO - __main__ - ########## test_el_acc 0.7065868263473054 ########## 04/12/2022 17:14:33 - INFO - __main__ - ########## test_en_acc 0.812375249500998 ########## 04/12/2022 17:14:42 - INFO - __main__ - ########## test_es_acc 0.7451097804391218 ########## 04/12/2022 17:14:52 - INFO - __main__ - ########## test_fr_acc 0.7439121756487026 ########## 04/12/2022 17:15:02 - INFO - __main__ - ########## test_hi_acc 0.6516966067864272 ########## 04/12/2022 17:15:11 - INFO - __main__ - ########## test_ru_acc 0.712375249500998 ########## 04/12/2022 17:15:20 - INFO - __main__ - ########## test_sw_acc 0.6483033932135729 ########## 04/12/2022 17:15:29 - INFO - __main__ - ########## test_th_acc 0.6578842315369261 ########## 04/12/2022 17:15:38 - INFO - __main__ - ########## test_tr_acc 0.6766467065868264 ########## 04/12/2022 17:15:48 - INFO - __main__ - ########## test_ur_acc 0.6035928143712574 ########## 04/12/2022 17:15:57 - INFO - __main__ - ########## test_vi_acc 0.7187624750499002 ########## 04/12/2022 17:16:07 - INFO - __main__ - ########## test_zh_acc 0.6864271457085829 ########## 04/12/2022 17:16:07 - INFO - __main__ - val_ar_acc = 0.659437751004016 04/12/2022 17:16:07 - INFO - __main__ - val_bg_acc = 0.7224899598393574 04/12/2022 17:16:07 - INFO - __main__ - val_de_acc = 0.7152610441767068 04/12/2022 17:16:07 - INFO - __main__ - val_el_acc = 0.6995983935742972 04/12/2022 17:16:07 - INFO - __main__ - val_en_acc = 0.808433734939759 04/12/2022 17:16:07 - INFO - __main__ - val_es_acc = 0.7502008032128514 04/12/2022 17:16:07 - INFO - __main__ - val_fr_acc = 0.7417670682730924 04/12/2022 17:16:07 - INFO - __main__ - val_hi_acc = 0.6449799196787148 04/12/2022 17:16:07 - INFO - __main__ - val_ru_acc = 0.6935742971887551 04/12/2022 17:16:07 - INFO - __main__ - val_sw_acc = 0.6510040160642571 04/12/2022 17:16:07 - INFO - __main__ - val_th_acc = 0.6453815261044177 04/12/2022 17:16:07 - INFO - __main__ - val_tr_acc = 0.6702811244979919 04/12/2022 17:16:07 - INFO - __main__ - val_ur_acc = 0.5843373493975904 04/12/2022 17:16:07 - INFO - __main__ - val_vi_acc = 0.7140562248995984 04/12/2022 17:16:07 - INFO - __main__ - val_zh_acc = 0.6919678714859437 04/12/2022 17:16:07 - INFO - __main__ - val_avg_acc = 0.6928514056224898 04/12/2022 17:16:07 - INFO - __main__ - test_ar_acc = 0.6640718562874252 04/12/2022 17:16:07 - INFO - __main__ - test_bg_acc = 0.7219560878243513 04/12/2022 17:16:07 - INFO - __main__ - test_de_acc = 0.7217564870259481 04/12/2022 17:16:07 - INFO - __main__ - test_el_acc = 0.7065868263473054 04/12/2022 17:16:07 - INFO - __main__ - test_en_acc = 0.812375249500998 04/12/2022 17:16:07 - INFO - __main__ - test_es_acc = 0.7451097804391218 04/12/2022 17:16:07 - INFO - __main__ - test_fr_acc = 0.7439121756487026 04/12/2022 17:16:07 - INFO - __main__ - test_hi_acc = 0.6516966067864272 04/12/2022 17:16:07 - INFO - __main__ - test_ru_acc = 0.712375249500998 04/12/2022 17:16:07 - INFO - __main__ - test_sw_acc = 0.6483033932135729 04/12/2022 17:16:07 - INFO - __main__ - test_th_acc = 0.6578842315369261 04/12/2022 17:16:07 - INFO - __main__ - test_tr_acc = 0.6766467065868264 04/12/2022 17:16:07 - INFO - __main__ - test_ur_acc = 0.6035928143712574 04/12/2022 17:16:07 - INFO - __main__ - test_vi_acc = 0.7187624750499002 04/12/2022 17:16:07 - INFO - __main__ - test_zh_acc = 0.6864271457085829 04/12/2022 17:16:07 - INFO - __main__ - test_avg_acc = 0.6980971390552229 04/12/2022 17:16:08 - INFO - utils - remove old ckpt: xnli_right_avg_new/ckpt/step-37500-test_avg_acc-0.6980971390552229-val_avg_acc-0.6928514056224898 04/12/2022 17:16:08 - INFO - __main__ - ********** Evaluating Done ********** 04/12/2022 17:16:13 - INFO - __main__ - global_steps 37550 loss: 0.53206133 04/12/2022 17:16:18 - INFO - __main__ - global_steps 37600 loss: 0.42485294 04/12/2022 17:16:23 - INFO - __main__ - global_steps 37650 loss: 0.45599003 04/12/2022 17:16:27 - INFO - __main__ - global_steps 37700 loss: 0.45053542 04/12/2022 17:16:32 - INFO - __main__ - global_steps 37750 loss: 0.44328745 04/12/2022 17:16:37 - INFO - __main__ - global_steps 37800 loss: 0.54167089 04/12/2022 17:16:42 - INFO - __main__ - global_steps 37850 loss: 0.48755444 04/12/2022 17:16:47 - INFO - __main__ - global_steps 37900 loss: 0.51537114 04/12/2022 17:16:52 - INFO - __main__ - global_steps 37950 loss: 0.47349725 04/12/2022 17:16:57 - INFO - __main__ - global_steps 38000 loss: 0.46460577 04/12/2022 17:17:01 - INFO - __main__ - global_steps 38050 loss: 0.51142355 04/12/2022 17:17:06 - INFO - __main__ - global_steps 38100 loss: 0.48407924 04/12/2022 17:17:11 - INFO - __main__ - global_steps 38150 loss: 0.52169967 04/12/2022 17:17:16 - INFO - __main__ - global_steps 38200 loss: 0.52391830 04/12/2022 17:17:21 - INFO - __main__ - global_steps 38250 loss: 0.45134148 04/12/2022 17:17:25 - INFO - __main__ - global_steps 38300 loss: 0.45916443 04/12/2022 17:17:30 - INFO - __main__ - global_steps 38350 loss: 0.49989764 04/12/2022 17:17:35 - INFO - __main__ - global_steps 38400 loss: 0.50434486 04/12/2022 17:17:39 - INFO - __main__ - global_steps 38450 loss: 0.44547981 04/12/2022 17:17:44 - INFO - __main__ - global_steps 38500 loss: 0.48638728 04/12/2022 17:17:49 - INFO - __main__ - global_steps 38550 loss: 0.43549325 04/12/2022 17:17:53 - INFO - __main__ - global_steps 38600 loss: 0.52890586 04/12/2022 17:17:58 - INFO - __main__ - global_steps 38650 loss: 0.43536430 04/12/2022 17:18:03 - INFO - __main__ - global_steps 38700 loss: 0.51530388 04/12/2022 17:18:07 - INFO - __main__ - global_steps 38750 loss: 0.54195326 04/12/2022 17:18:12 - INFO - __main__ - global_steps 38800 loss: 0.40756093 04/12/2022 17:18:17 - INFO - __main__ - global_steps 38850 loss: 0.48152684 04/12/2022 17:18:21 - INFO - __main__ - global_steps 38900 loss: 0.48891929 04/12/2022 17:18:26 - INFO - __main__ - global_steps 38950 loss: 0.50504013 04/12/2022 17:18:31 - INFO - __main__ - global_steps 39000 loss: 0.52869049 04/12/2022 17:18:35 - INFO - __main__ - global_steps 39050 loss: 0.44070373 04/12/2022 17:18:40 - INFO - __main__ - global_steps 39100 loss: 0.43538210 04/12/2022 17:18:45 - INFO - __main__ - global_steps 39150 loss: 0.47303633 04/12/2022 17:18:49 - INFO - __main__ - global_steps 39200 loss: 0.43272522 04/12/2022 17:18:54 - INFO - __main__ - global_steps 39250 loss: 0.46880318 04/12/2022 17:18:59 - INFO - __main__ - global_steps 39300 loss: 0.50006660 04/12/2022 17:19:04 - INFO - __main__ - global_steps 39350 loss: 0.54212753 04/12/2022 17:19:08 - INFO - __main__ - global_steps 39400 loss: 0.47919553 04/12/2022 17:19:13 - INFO - __main__ - global_steps 39450 loss: 0.51489125 04/12/2022 17:19:18 - INFO - __main__ - global_steps 39500 loss: 0.46705315 04/12/2022 17:19:23 - INFO - __main__ - global_steps 39550 loss: 0.52475561 04/12/2022 17:19:27 - INFO - __main__ - global_steps 39600 loss: 0.46814380 04/12/2022 17:19:32 - INFO - __main__ - global_steps 39650 loss: 0.43280902 04/12/2022 17:19:37 - INFO - __main__ - global_steps 39700 loss: 0.49498591 04/12/2022 17:19:41 - INFO - __main__ - global_steps 39750 loss: 0.42622264 04/12/2022 17:19:46 - INFO - __main__ - global_steps 39800 loss: 0.51046020 04/12/2022 17:19:51 - INFO - __main__ - global_steps 39850 loss: 0.44401162 04/12/2022 17:19:55 - INFO - __main__ - global_steps 39900 loss: 0.45985841 04/12/2022 17:20:00 - INFO - __main__ - global_steps 39950 loss: 0.49440108 04/12/2022 17:20:05 - INFO - __main__ - global_steps 40000 loss: 0.50113445 04/12/2022 17:20:05 - INFO - __main__ - ********** Running evaluating ********** 04/12/2022 17:20:09 - INFO - __main__ - ########## val_ar_acc 0.6534136546184739 ########## 04/12/2022 17:20:14 - INFO - __main__ - ########## val_bg_acc 0.7112449799196787 ########## 04/12/2022 17:20:18 - INFO - __main__ - ########## val_de_acc 0.7208835341365462 ########## 04/12/2022 17:20:23 - INFO - __main__ - ########## val_el_acc 0.6971887550200804 ########## 04/12/2022 17:20:27 - INFO - __main__ - ########## val_en_acc 0.7987951807228916 ########## 04/12/2022 17:20:32 - INFO - __main__ - ########## val_es_acc 0.7473895582329317 ########## 04/12/2022 17:20:37 - INFO - __main__ - ########## val_fr_acc 0.7493975903614458 ########## 04/12/2022 17:20:42 - INFO - __main__ - ########## val_hi_acc 0.6437751004016065 ########## 04/12/2022 17:20:46 - INFO - __main__ - ########## val_ru_acc 0.6907630522088354 ########## 04/12/2022 17:20:51 - INFO - __main__ - ########## val_sw_acc 0.6377510040160642 ########## 04/12/2022 17:20:55 - INFO - __main__ - ########## val_th_acc 0.6654618473895583 ########## 04/12/2022 17:21:00 - INFO - __main__ - ########## val_tr_acc 0.6903614457831325 ########## 04/12/2022 17:21:04 - INFO - __main__ - ########## val_ur_acc 0.5799196787148594 ########## 04/12/2022 17:21:09 - INFO - __main__ - ########## val_vi_acc 0.7224899598393574 ########## 04/12/2022 17:21:13 - INFO - __main__ - ########## val_zh_acc 0.6995983935742972 ########## 04/12/2022 17:21:22 - INFO - __main__ - ########## test_ar_acc 0.65249500998004 ########## 04/12/2022 17:21:31 - INFO - __main__ - ########## test_bg_acc 0.7193612774451098 ########## 04/12/2022 17:21:41 - INFO - __main__ - ########## test_de_acc 0.718562874251497 ########## 04/12/2022 17:21:50 - INFO - __main__ - ########## test_el_acc 0.6966067864271457 ########## 04/12/2022 17:21:59 - INFO - __main__ - ########## test_en_acc 0.8011976047904191 ########## 04/12/2022 17:22:09 - INFO - __main__ - ########## test_es_acc 0.7419161676646706 ########## 04/12/2022 17:22:19 - INFO - __main__ - ########## test_fr_acc 0.742315369261477 ########## 04/12/2022 17:22:29 - INFO - __main__ - ########## test_hi_acc 0.6393213572854292 ########## 04/12/2022 17:22:39 - INFO - __main__ - ########## test_ru_acc 0.7037924151696606 ########## 04/12/2022 17:22:48 - INFO - __main__ - ########## test_sw_acc 0.6439121756487026 ########## 04/12/2022 17:22:58 - INFO - __main__ - ########## test_th_acc 0.6558882235528942 ########## 04/12/2022 17:23:08 - INFO - __main__ - ########## test_tr_acc 0.6848303393213573 ########## 04/12/2022 17:23:18 - INFO - __main__ - ########## test_ur_acc 0.5890219560878244 ########## 04/12/2022 17:23:28 - INFO - __main__ - ########## test_vi_acc 0.7285429141716567 ########## 04/12/2022 17:23:37 - INFO - __main__ - ########## test_zh_acc 0.6898203592814371 ########## 04/12/2022 17:23:37 - INFO - __main__ - val_ar_acc = 0.6534136546184739 04/12/2022 17:23:37 - INFO - __main__ - val_bg_acc = 0.7112449799196787 04/12/2022 17:23:37 - INFO - __main__ - val_de_acc = 0.7208835341365462 04/12/2022 17:23:37 - INFO - __main__ - val_el_acc = 0.6971887550200804 04/12/2022 17:23:37 - INFO - __main__ - val_en_acc = 0.7987951807228916 04/12/2022 17:23:37 - INFO - __main__ - val_es_acc = 0.7473895582329317 04/12/2022 17:23:37 - INFO - __main__ - val_fr_acc = 0.7493975903614458 04/12/2022 17:23:37 - INFO - __main__ - val_hi_acc = 0.6437751004016065 04/12/2022 17:23:37 - INFO - __main__ - val_ru_acc = 0.6907630522088354 04/12/2022 17:23:37 - INFO - __main__ - val_sw_acc = 0.6377510040160642 04/12/2022 17:23:37 - INFO - __main__ - val_th_acc = 0.6654618473895583 04/12/2022 17:23:37 - INFO - __main__ - val_tr_acc = 0.6903614457831325 04/12/2022 17:23:37 - INFO - __main__ - val_ur_acc = 0.5799196787148594 04/12/2022 17:23:37 - INFO - __main__ - val_vi_acc = 0.7224899598393574 04/12/2022 17:23:37 - INFO - __main__ - val_zh_acc = 0.6995983935742972 04/12/2022 17:23:37 - INFO - __main__ - val_avg_acc = 0.6938955823293173 04/12/2022 17:23:37 - INFO - __main__ - test_ar_acc = 0.65249500998004 04/12/2022 17:23:37 - INFO - __main__ - test_bg_acc = 0.7193612774451098 04/12/2022 17:23:37 - INFO - __main__ - test_de_acc = 0.718562874251497 04/12/2022 17:23:37 - INFO - __main__ - test_el_acc = 0.6966067864271457 04/12/2022 17:23:37 - INFO - __main__ - test_en_acc = 0.8011976047904191 04/12/2022 17:23:37 - INFO - __main__ - test_es_acc = 0.7419161676646706 04/12/2022 17:23:37 - INFO - __main__ - test_fr_acc = 0.742315369261477 04/12/2022 17:23:37 - INFO - __main__ - test_hi_acc = 0.6393213572854292 04/12/2022 17:23:37 - INFO - __main__ - test_ru_acc = 0.7037924151696606 04/12/2022 17:23:37 - INFO - __main__ - test_sw_acc = 0.6439121756487026 04/12/2022 17:23:37 - INFO - __main__ - test_th_acc = 0.6558882235528942 04/12/2022 17:23:37 - INFO - __main__ - test_tr_acc = 0.6848303393213573 04/12/2022 17:23:37 - INFO - __main__ - test_ur_acc = 0.5890219560878244 04/12/2022 17:23:37 - INFO - __main__ - test_vi_acc = 0.7285429141716567 04/12/2022 17:23:37 - INFO - __main__ - test_zh_acc = 0.6898203592814371 04/12/2022 17:23:37 - INFO - __main__ - test_avg_acc = 0.6938389886892882 04/12/2022 17:23:38 - INFO - utils - remove old ckpt: xnli_right_avg_new/ckpt/step-40000-test_avg_acc-0.6938389886892882-val_avg_acc-0.6938955823293173 04/12/2022 17:23:38 - INFO - __main__ - ********** Evaluating Done ********** 04/12/2022 17:23:43 - INFO - __main__ - global_steps 40050 loss: 0.43191421 04/12/2022 17:23:48 - INFO - __main__ - global_steps 40100 loss: 0.48673855 04/12/2022 17:23:52 - INFO - __main__ - global_steps 40150 loss: 0.42990033 04/12/2022 17:23:56 - INFO - __main__ - global_steps 40200 loss: 0.42730928 04/12/2022 17:24:01 - INFO - __main__ - global_steps 40250 loss: 0.47502900 04/12/2022 17:24:05 - INFO - __main__ - global_steps 40300 loss: 0.44097007 04/12/2022 17:24:10 - INFO - __main__ - global_steps 40350 loss: 0.47870411 04/12/2022 17:24:15 - INFO - __main__ - global_steps 40400 loss: 0.51541011 04/12/2022 17:24:19 - INFO - __main__ - global_steps 40450 loss: 0.52379406 04/12/2022 17:24:24 - INFO - __main__ - global_steps 40500 loss: 0.49234399 04/12/2022 17:24:29 - INFO - __main__ - global_steps 40550 loss: 0.49960898 04/12/2022 17:24:34 - INFO - __main__ - global_steps 40600 loss: 0.46000356 04/12/2022 17:24:38 - INFO - __main__ - global_steps 40650 loss: 0.45263609 04/12/2022 17:24:43 - INFO - __main__ - global_steps 40700 loss: 0.46349879 04/12/2022 17:24:48 - INFO - __main__ - global_steps 40750 loss: 0.57360252 04/12/2022 17:24:52 - INFO - __main__ - global_steps 40800 loss: 0.37351652 04/12/2022 17:24:57 - INFO - __main__ - global_steps 40850 loss: 0.46681621 04/12/2022 17:25:02 - INFO - __main__ - global_steps 40900 loss: 0.53385000 04/12/2022 17:25:07 - INFO - __main__ - global_steps 40950 loss: 0.44049852 04/12/2022 17:25:11 - INFO - __main__ - global_steps 41000 loss: 0.48162431 04/12/2022 17:25:16 - INFO - __main__ - global_steps 41050 loss: 0.45249263 04/12/2022 17:25:21 - INFO - __main__ - global_steps 41100 loss: 0.46275181 04/12/2022 17:25:26 - INFO - __main__ - global_steps 41150 loss: 0.45751195 04/12/2022 17:25:30 - INFO - __main__ - global_steps 41200 loss: 0.52807762 04/12/2022 17:25:35 - INFO - __main__ - global_steps 41250 loss: 0.50852527 04/12/2022 17:25:40 - INFO - __main__ - global_steps 41300 loss: 0.48134147 04/12/2022 17:25:44 - INFO - __main__ - global_steps 41350 loss: 0.46254074 04/12/2022 17:25:49 - INFO - __main__ - global_steps 41400 loss: 0.53363893 04/12/2022 17:25:54 - INFO - __main__ - global_steps 41450 loss: 0.53860348 04/12/2022 17:25:59 - INFO - __main__ - global_steps 41500 loss: 0.51993406 04/12/2022 17:26:03 - INFO - __main__ - global_steps 41550 loss: 0.47055815 04/12/2022 17:26:08 - INFO - __main__ - global_steps 41600 loss: 0.52742898 04/12/2022 17:26:13 - INFO - __main__ - global_steps 41650 loss: 0.51522185 04/12/2022 17:26:18 - INFO - __main__ - global_steps 41700 loss: 0.49952765 04/12/2022 17:26:22 - INFO - __main__ - global_steps 41750 loss: 0.48912744 04/12/2022 17:26:27 - INFO - __main__ - global_steps 41800 loss: 0.43654312 04/12/2022 17:26:32 - INFO - __main__ - global_steps 41850 loss: 0.52807951 04/12/2022 17:26:37 - INFO - __main__ - global_steps 41900 loss: 0.50591118 04/12/2022 17:26:41 - INFO - __main__ - global_steps 41950 loss: 0.44316268 04/12/2022 17:26:46 - INFO - __main__ - global_steps 42000 loss: 0.43523467 04/12/2022 17:26:51 - INFO - __main__ - global_steps 42050 loss: 0.51234544 04/12/2022 17:26:55 - INFO - __main__ - global_steps 42100 loss: 0.48388389 04/12/2022 17:27:00 - INFO - __main__ - global_steps 42150 loss: 0.40066686 04/12/2022 17:27:05 - INFO - __main__ - global_steps 42200 loss: 0.54832285 04/12/2022 17:27:10 - INFO - __main__ - global_steps 42250 loss: 0.49932274 04/12/2022 17:27:14 - INFO - __main__ - global_steps 42300 loss: 0.45257817 04/12/2022 17:27:19 - INFO - __main__ - global_steps 42350 loss: 0.41095144 04/12/2022 17:27:24 - INFO - __main__ - global_steps 42400 loss: 0.50586383 04/12/2022 17:27:29 - INFO - __main__ - global_steps 42450 loss: 0.53320976 04/12/2022 17:27:33 - INFO - __main__ - global_steps 42500 loss: 0.45505489 04/12/2022 17:27:33 - INFO - __main__ - ********** Running evaluating ********** 04/12/2022 17:27:38 - INFO - __main__ - ########## val_ar_acc 0.6859437751004016 ########## 04/12/2022 17:27:43 - INFO - __main__ - ########## val_bg_acc 0.7385542168674699 ########## 04/12/2022 17:27:47 - INFO - __main__ - ########## val_de_acc 0.7449799196787149 ########## 04/12/2022 17:27:52 - INFO - __main__ - ########## val_el_acc 0.7369477911646586 ########## 04/12/2022 17:27:56 - INFO - __main__ - ########## val_en_acc 0.8192771084337349 ########## 04/12/2022 17:28:01 - INFO - __main__ - ########## val_es_acc 0.7690763052208835 ########## 04/12/2022 17:28:05 - INFO - __main__ - ########## val_fr_acc 0.7698795180722892 ########## 04/12/2022 17:28:10 - INFO - __main__ - ########## val_hi_acc 0.6662650602409639 ########## 04/12/2022 17:28:15 - INFO - __main__ - ########## val_ru_acc 0.7156626506024096 ########## 04/12/2022 17:28:20 - INFO - __main__ - ########## val_sw_acc 0.6614457831325301 ########## 04/12/2022 17:28:24 - INFO - __main__ - ########## val_th_acc 0.6670682730923695 ########## 04/12/2022 17:28:28 - INFO - __main__ - ########## val_tr_acc 0.7016064257028113 ########## 04/12/2022 17:28:33 - INFO - __main__ - ########## val_ur_acc 0.6200803212851406 ########## 04/12/2022 17:28:38 - INFO - __main__ - ########## val_vi_acc 0.721285140562249 ########## 04/12/2022 17:28:42 - INFO - __main__ - ########## val_zh_acc 0.7265060240963855 ########## 04/12/2022 17:28:51 - INFO - __main__ - ########## test_ar_acc 0.6996007984031936 ########## 04/12/2022 17:29:01 - INFO - __main__ - ########## test_bg_acc 0.7514970059880239 ########## 04/12/2022 17:29:10 - INFO - __main__ - ########## test_de_acc 0.7461077844311377 ########## 04/12/2022 17:29:20 - INFO - __main__ - ########## test_el_acc 0.7467065868263473 ########## 04/12/2022 17:29:29 - INFO - __main__ - ########## test_en_acc 0.8239520958083832 ########## 04/12/2022 17:29:38 - INFO - __main__ - ########## test_es_acc 0.7664670658682635 ########## 04/12/2022 17:29:47 - INFO - __main__ - ########## test_fr_acc 0.7636726546906187 ########## 04/12/2022 17:29:57 - INFO - __main__ - ########## test_hi_acc 0.6702594810379241 ########## 04/12/2022 17:30:07 - INFO - __main__ - ########## test_ru_acc 0.7317365269461078 ########## 04/12/2022 17:30:16 - INFO - __main__ - ########## test_sw_acc 0.6760479041916168 ########## 04/12/2022 17:30:25 - INFO - __main__ - ########## test_th_acc 0.6718562874251497 ########## 04/12/2022 17:30:34 - INFO - __main__ - ########## test_tr_acc 0.700998003992016 ########## 04/12/2022 17:30:44 - INFO - __main__ - ########## test_ur_acc 0.6207584830339321 ########## 04/12/2022 17:30:53 - INFO - __main__ - ########## test_vi_acc 0.729940119760479 ########## 04/12/2022 17:31:02 - INFO - __main__ - ########## test_zh_acc 0.7155688622754491 ########## 04/12/2022 17:31:02 - INFO - __main__ - val_ar_acc = 0.6859437751004016 04/12/2022 17:31:02 - INFO - __main__ - val_bg_acc = 0.7385542168674699 04/12/2022 17:31:02 - INFO - __main__ - val_de_acc = 0.7449799196787149 04/12/2022 17:31:02 - INFO - __main__ - val_el_acc = 0.7369477911646586 04/12/2022 17:31:02 - INFO - __main__ - val_en_acc = 0.8192771084337349 04/12/2022 17:31:02 - INFO - __main__ - val_es_acc = 0.7690763052208835 04/12/2022 17:31:02 - INFO - __main__ - val_fr_acc = 0.7698795180722892 04/12/2022 17:31:02 - INFO - __main__ - val_hi_acc = 0.6662650602409639 04/12/2022 17:31:02 - INFO - __main__ - val_ru_acc = 0.7156626506024096 04/12/2022 17:31:02 - INFO - __main__ - val_sw_acc = 0.6614457831325301 04/12/2022 17:31:02 - INFO - __main__ - val_th_acc = 0.6670682730923695 04/12/2022 17:31:02 - INFO - __main__ - val_tr_acc = 0.7016064257028113 04/12/2022 17:31:02 - INFO - __main__ - val_ur_acc = 0.6200803212851406 04/12/2022 17:31:02 - INFO - __main__ - val_vi_acc = 0.721285140562249 04/12/2022 17:31:02 - INFO - __main__ - val_zh_acc = 0.7265060240963855 04/12/2022 17:31:02 - INFO - __main__ - val_avg_acc = 0.7163052208835341 04/12/2022 17:31:02 - INFO - __main__ - test_ar_acc = 0.6996007984031936 04/12/2022 17:31:02 - INFO - __main__ - test_bg_acc = 0.7514970059880239 04/12/2022 17:31:02 - INFO - __main__ - test_de_acc = 0.7461077844311377 04/12/2022 17:31:02 - INFO - __main__ - test_el_acc = 0.7467065868263473 04/12/2022 17:31:02 - INFO - __main__ - test_en_acc = 0.8239520958083832 04/12/2022 17:31:02 - INFO - __main__ - test_es_acc = 0.7664670658682635 04/12/2022 17:31:02 - INFO - __main__ - test_fr_acc = 0.7636726546906187 04/12/2022 17:31:02 - INFO - __main__ - test_hi_acc = 0.6702594810379241 04/12/2022 17:31:02 - INFO - __main__ - test_ru_acc = 0.7317365269461078 04/12/2022 17:31:02 - INFO - __main__ - test_sw_acc = 0.6760479041916168 04/12/2022 17:31:02 - INFO - __main__ - test_th_acc = 0.6718562874251497 04/12/2022 17:31:02 - INFO - __main__ - test_tr_acc = 0.700998003992016 04/12/2022 17:31:02 - INFO - __main__ - test_ur_acc = 0.6207584830339321 04/12/2022 17:31:02 - INFO - __main__ - test_vi_acc = 0.729940119760479 04/12/2022 17:31:02 - INFO - __main__ - test_zh_acc = 0.7155688622754491 04/12/2022 17:31:02 - INFO - __main__ - test_avg_acc = 0.7210113107119095 04/12/2022 17:31:03 - INFO - utils - remove old ckpt: xnli_right_avg_new/ckpt/step-25000-test_avg_acc-0.7025948103792415-val_avg_acc-0.6964658634538151 04/12/2022 17:31:03 - INFO - __main__ - ********** Evaluating Done ********** 04/12/2022 17:31:08 - INFO - __main__ - global_steps 42550 loss: 0.40888223 04/12/2022 17:31:13 - INFO - __main__ - global_steps 42600 loss: 0.50843252 04/12/2022 17:31:17 - INFO - __main__ - global_steps 42650 loss: 0.51640875 04/12/2022 17:31:22 - INFO - __main__ - global_steps 42700 loss: 0.44709982 04/12/2022 17:31:27 - INFO - __main__ - global_steps 42750 loss: 0.62529357 04/12/2022 17:31:31 - INFO - __main__ - global_steps 42800 loss: 0.47668181 04/12/2022 17:31:36 - INFO - __main__ - global_steps 42850 loss: 0.43555243 04/12/2022 17:31:41 - INFO - __main__ - global_steps 42900 loss: 0.43563062 04/12/2022 17:31:46 - INFO - __main__ - global_steps 42950 loss: 0.51976302 04/12/2022 17:31:51 - INFO - __main__ - global_steps 43000 loss: 0.48247644 04/12/2022 17:31:55 - INFO - __main__ - global_steps 43050 loss: 0.50988748 04/12/2022 17:32:00 - INFO - __main__ - global_steps 43100 loss: 0.47604484 04/12/2022 17:32:05 - INFO - __main__ - global_steps 43150 loss: 0.43398361 04/12/2022 17:32:10 - INFO - __main__ - global_steps 43200 loss: 0.47476624 04/12/2022 17:32:14 - INFO - __main__ - global_steps 43250 loss: 0.49909371 04/12/2022 17:32:19 - INFO - __main__ - global_steps 43300 loss: 0.52678235 04/12/2022 17:32:24 - INFO - __main__ - global_steps 43350 loss: 0.50185740 04/12/2022 17:32:29 - INFO - __main__ - global_steps 43400 loss: 0.47442657 04/12/2022 17:32:33 - INFO - __main__ - global_steps 43450 loss: 0.49519699 04/12/2022 17:32:38 - INFO - __main__ - global_steps 43500 loss: 0.48341563 04/12/2022 17:32:43 - INFO - __main__ - global_steps 43550 loss: 0.49527225 04/12/2022 17:32:48 - INFO - __main__ - global_steps 43600 loss: 0.48454083 04/12/2022 17:32:53 - INFO - __main__ - global_steps 43650 loss: 0.45247614 04/12/2022 17:32:57 - INFO - __main__ - global_steps 43700 loss: 0.47515596 04/12/2022 17:33:02 - INFO - __main__ - global_steps 43750 loss: 0.42539326 04/12/2022 17:33:07 - INFO - __main__ - global_steps 43800 loss: 0.45435923 04/12/2022 17:33:12 - INFO - __main__ - global_steps 43850 loss: 0.42643786 04/12/2022 17:33:17 - INFO - __main__ - global_steps 43900 loss: 0.48829976 04/12/2022 17:33:21 - INFO - __main__ - global_steps 43950 loss: 0.46756190 04/12/2022 17:33:26 - INFO - __main__ - global_steps 44000 loss: 0.45838708 04/12/2022 17:33:30 - INFO - __main__ - global_steps 44050 loss: 0.41398073 04/12/2022 17:33:35 - INFO - __main__ - global_steps 44100 loss: 0.42243253 04/12/2022 17:33:40 - INFO - __main__ - global_steps 44150 loss: 0.44010197 04/12/2022 17:33:45 - INFO - __main__ - global_steps 44200 loss: 0.44256130 04/12/2022 17:33:50 - INFO - __main__ - global_steps 44250 loss: 0.47626924 04/12/2022 17:33:54 - INFO - __main__ - global_steps 44300 loss: 0.51450692 04/12/2022 17:33:59 - INFO - __main__ - global_steps 44350 loss: 0.50793463 04/12/2022 17:34:04 - INFO - __main__ - global_steps 44400 loss: 0.47380393 04/12/2022 17:34:09 - INFO - __main__ - global_steps 44450 loss: 0.48531731 04/12/2022 17:34:13 - INFO - __main__ - global_steps 44500 loss: 0.44706720 04/12/2022 17:34:18 - INFO - __main__ - global_steps 44550 loss: 0.48612393 04/12/2022 17:34:23 - INFO - __main__ - global_steps 44600 loss: 0.49939136 04/12/2022 17:34:28 - INFO - __main__ - global_steps 44650 loss: 0.40984090 04/12/2022 17:34:33 - INFO - __main__ - global_steps 44700 loss: 0.47918207 04/12/2022 17:34:37 - INFO - __main__ - global_steps 44750 loss: 0.37729059 04/12/2022 17:34:42 - INFO - __main__ - global_steps 44800 loss: 0.56935724 04/12/2022 17:34:47 - INFO - __main__ - global_steps 44850 loss: 0.41216439 04/12/2022 17:34:52 - INFO - __main__ - global_steps 44900 loss: 0.50145643 04/12/2022 17:34:56 - INFO - __main__ - global_steps 44950 loss: 0.47106601 04/12/2022 17:35:01 - INFO - __main__ - global_steps 45000 loss: 0.49994824 04/12/2022 17:35:01 - INFO - __main__ - ********** Running evaluating ********** 04/12/2022 17:35:06 - INFO - __main__ - ########## val_ar_acc 0.6730923694779116 ########## 04/12/2022 17:35:10 - INFO - __main__ - ########## val_bg_acc 0.734136546184739 ########## 04/12/2022 17:35:15 - INFO - __main__ - ########## val_de_acc 0.7393574297188755 ########## 04/12/2022 17:35:20 - INFO - __main__ - ########## val_el_acc 0.7216867469879518 ########## 04/12/2022 17:35:24 - INFO - __main__ - ########## val_en_acc 0.8216867469879519 ########## 04/12/2022 17:35:29 - INFO - __main__ - ########## val_es_acc 0.7582329317269076 ########## 04/12/2022 17:35:33 - INFO - __main__ - ########## val_fr_acc 0.7566265060240964 ########## 04/12/2022 17:35:38 - INFO - __main__ - ########## val_hi_acc 0.6518072289156627 ########## 04/12/2022 17:35:42 - INFO - __main__ - ########## val_ru_acc 0.7180722891566265 ########## 04/12/2022 17:35:47 - INFO - __main__ - ########## val_sw_acc 0.6574297188755021 ########## 04/12/2022 17:35:51 - INFO - __main__ - ########## val_th_acc 0.6630522088353413 ########## 04/12/2022 17:35:56 - INFO - __main__ - ########## val_tr_acc 0.6867469879518072 ########## 04/12/2022 17:36:01 - INFO - __main__ - ########## val_ur_acc 0.6008032128514056 ########## 04/12/2022 17:36:05 - INFO - __main__ - ########## val_vi_acc 0.7128514056224899 ########## 04/12/2022 17:36:10 - INFO - __main__ - ########## val_zh_acc 0.7132530120481928 ########## 04/12/2022 17:36:19 - INFO - __main__ - ########## test_ar_acc 0.6818363273453094 ########## 04/12/2022 17:36:28 - INFO - __main__ - ########## test_bg_acc 0.7459081836327345 ########## 04/12/2022 17:36:38 - INFO - __main__ - ########## test_de_acc 0.7343313373253493 ########## 04/12/2022 17:36:47 - INFO - __main__ - ########## test_el_acc 0.7275449101796407 ########## 04/12/2022 17:36:56 - INFO - __main__ - ########## test_en_acc 0.8181636726546906 ########## 04/12/2022 17:37:05 - INFO - __main__ - ########## test_es_acc 0.757684630738523 ########## 04/12/2022 17:37:15 - INFO - __main__ - ########## test_fr_acc 0.7520958083832335 ########## 04/12/2022 17:37:25 - INFO - __main__ - ########## test_hi_acc 0.6620758483033932 ########## 04/12/2022 17:37:34 - INFO - __main__ - ########## test_ru_acc 0.7297405189620758 ########## 04/12/2022 17:37:43 - INFO - __main__ - ########## test_sw_acc 0.6610778443113773 ########## 04/12/2022 17:37:52 - INFO - __main__ - ########## test_th_acc 0.6646706586826348 ########## 04/12/2022 17:38:02 - INFO - __main__ - ########## test_tr_acc 0.6926147704590818 ########## 04/12/2022 17:38:12 - INFO - __main__ - ########## test_ur_acc 0.6079840319361277 ########## 04/12/2022 17:38:21 - INFO - __main__ - ########## test_vi_acc 0.7215568862275449 ########## 04/12/2022 17:38:30 - INFO - __main__ - ########## test_zh_acc 0.7 ########## 04/12/2022 17:38:30 - INFO - __main__ - val_ar_acc = 0.6730923694779116 04/12/2022 17:38:30 - INFO - __main__ - val_bg_acc = 0.734136546184739 04/12/2022 17:38:30 - INFO - __main__ - val_de_acc = 0.7393574297188755 04/12/2022 17:38:30 - INFO - __main__ - val_el_acc = 0.7216867469879518 04/12/2022 17:38:30 - INFO - __main__ - val_en_acc = 0.8216867469879519 04/12/2022 17:38:30 - INFO - __main__ - val_es_acc = 0.7582329317269076 04/12/2022 17:38:30 - INFO - __main__ - val_fr_acc = 0.7566265060240964 04/12/2022 17:38:30 - INFO - __main__ - val_hi_acc = 0.6518072289156627 04/12/2022 17:38:30 - INFO - __main__ - val_ru_acc = 0.7180722891566265 04/12/2022 17:38:30 - INFO - __main__ - val_sw_acc = 0.6574297188755021 04/12/2022 17:38:30 - INFO - __main__ - val_th_acc = 0.6630522088353413 04/12/2022 17:38:30 - INFO - __main__ - val_tr_acc = 0.6867469879518072 04/12/2022 17:38:30 - INFO - __main__ - val_ur_acc = 0.6008032128514056 04/12/2022 17:38:30 - INFO - __main__ - val_vi_acc = 0.7128514056224899 04/12/2022 17:38:30 - INFO - __main__ - val_zh_acc = 0.7132530120481928 04/12/2022 17:38:30 - INFO - __main__ - val_avg_acc = 0.7072556894243641 04/12/2022 17:38:30 - INFO - __main__ - test_ar_acc = 0.6818363273453094 04/12/2022 17:38:30 - INFO - __main__ - test_bg_acc = 0.7459081836327345 04/12/2022 17:38:30 - INFO - __main__ - test_de_acc = 0.7343313373253493 04/12/2022 17:38:30 - INFO - __main__ - test_el_acc = 0.7275449101796407 04/12/2022 17:38:30 - INFO - __main__ - test_en_acc = 0.8181636726546906 04/12/2022 17:38:30 - INFO - __main__ - test_es_acc = 0.757684630738523 04/12/2022 17:38:30 - INFO - __main__ - test_fr_acc = 0.7520958083832335 04/12/2022 17:38:30 - INFO - __main__ - test_hi_acc = 0.6620758483033932 04/12/2022 17:38:30 - INFO - __main__ - test_ru_acc = 0.7297405189620758 04/12/2022 17:38:30 - INFO - __main__ - test_sw_acc = 0.6610778443113773 04/12/2022 17:38:30 - INFO - __main__ - test_th_acc = 0.6646706586826348 04/12/2022 17:38:30 - INFO - __main__ - test_tr_acc = 0.6926147704590818 04/12/2022 17:38:30 - INFO - __main__ - test_ur_acc = 0.6079840319361277 04/12/2022 17:38:30 - INFO - __main__ - test_vi_acc = 0.7215568862275449 04/12/2022 17:38:30 - INFO - __main__ - test_zh_acc = 0.7 04/12/2022 17:38:30 - INFO - __main__ - test_avg_acc = 0.7104856952761144 04/12/2022 17:38:31 - INFO - utils - remove old ckpt: xnli_right_avg_new/ckpt/step-45000-test_avg_acc-0.7104856952761144-val_avg_acc-0.7072556894243641 04/12/2022 17:38:31 - INFO - __main__ - ********** Evaluating Done ********** 04/12/2022 17:38:36 - INFO - __main__ - global_steps 45050 loss: 0.50521749 04/12/2022 17:38:41 - INFO - __main__ - global_steps 45100 loss: 0.41893404 04/12/2022 17:38:46 - INFO - __main__ - global_steps 45150 loss: 0.44656724 04/12/2022 17:38:50 - INFO - __main__ - global_steps 45200 loss: 0.48617640 04/12/2022 17:38:55 - INFO - __main__ - global_steps 45250 loss: 0.45376629 04/12/2022 17:39:00 - INFO - __main__ - global_steps 45300 loss: 0.51038542 04/12/2022 17:39:05 - INFO - __main__ - global_steps 45350 loss: 0.38667962 04/12/2022 17:39:09 - INFO - __main__ - global_steps 45400 loss: 0.43144015 04/12/2022 17:39:14 - INFO - __main__ - global_steps 45450 loss: 0.47570750 04/12/2022 17:39:19 - INFO - __main__ - global_steps 45500 loss: 0.47031857 04/12/2022 17:39:23 - INFO - __main__ - global_steps 45550 loss: 0.52612599 04/12/2022 17:39:28 - INFO - __main__ - global_steps 45600 loss: 0.55302043 04/12/2022 17:39:33 - INFO - __main__ - global_steps 45650 loss: 0.51696430 04/12/2022 17:39:38 - INFO - __main__ - global_steps 45700 loss: 0.47543046 04/12/2022 17:39:42 - INFO - __main__ - global_steps 45750 loss: 0.49086339 04/12/2022 17:39:47 - INFO - __main__ - global_steps 45800 loss: 0.46679580 04/12/2022 17:39:52 - INFO - __main__ - global_steps 45850 loss: 0.44535002 04/12/2022 17:39:57 - INFO - __main__ - global_steps 45900 loss: 0.45812420 04/12/2022 17:40:01 - INFO - __main__ - global_steps 45950 loss: 0.44969896 04/12/2022 17:40:06 - INFO - __main__ - global_steps 46000 loss: 0.42553258 04/12/2022 17:40:11 - INFO - __main__ - global_steps 46050 loss: 0.46118349 04/12/2022 17:40:16 - INFO - __main__ - global_steps 46100 loss: 0.44844420 04/12/2022 17:40:21 - INFO - __main__ - global_steps 46150 loss: 0.50400372 04/12/2022 17:40:25 - INFO - __main__ - global_steps 46200 loss: 0.46073411 04/12/2022 17:40:30 - INFO - __main__ - global_steps 46250 loss: 0.42330172 04/12/2022 17:40:35 - INFO - __main__ - global_steps 46300 loss: 0.48438147 04/12/2022 17:40:40 - INFO - __main__ - global_steps 46350 loss: 0.44527420 04/12/2022 17:40:44 - INFO - __main__ - global_steps 46400 loss: 0.47631552 04/12/2022 17:40:49 - INFO - __main__ - global_steps 46450 loss: 0.44745557 04/12/2022 17:40:54 - INFO - __main__ - global_steps 46500 loss: 0.41177895 04/12/2022 17:40:59 - INFO - __main__ - global_steps 46550 loss: 0.47461551 04/12/2022 17:41:03 - INFO - __main__ - global_steps 46600 loss: 0.38672773 04/12/2022 17:41:08 - INFO - __main__ - global_steps 46650 loss: 0.49482597 04/12/2022 17:41:13 - INFO - __main__ - global_steps 46700 loss: 0.52034177 04/12/2022 17:41:18 - INFO - __main__ - global_steps 46750 loss: 0.48959086 04/12/2022 17:41:22 - INFO - __main__ - global_steps 46800 loss: 0.46459727 04/12/2022 17:41:27 - INFO - __main__ - global_steps 46850 loss: 0.48757796 04/12/2022 17:41:32 - INFO - __main__ - global_steps 46900 loss: 0.47767945 04/12/2022 17:41:37 - INFO - __main__ - global_steps 46950 loss: 0.39034792 04/12/2022 17:41:41 - INFO - __main__ - global_steps 47000 loss: 0.44517024 04/12/2022 17:41:46 - INFO - __main__ - global_steps 47050 loss: 0.48109663 04/12/2022 17:41:51 - INFO - __main__ - global_steps 47100 loss: 0.53871155 04/12/2022 17:41:56 - INFO - __main__ - global_steps 47150 loss: 0.40159334 04/12/2022 17:42:01 - INFO - __main__ - global_steps 47200 loss: 0.51211817 04/12/2022 17:42:05 - INFO - __main__ - global_steps 47250 loss: 0.48862482 04/12/2022 17:42:10 - INFO - __main__ - global_steps 47300 loss: 0.47900319 04/12/2022 17:42:15 - INFO - __main__ - global_steps 47350 loss: 0.42235653 04/12/2022 17:42:20 - INFO - __main__ - global_steps 47400 loss: 0.45509325 04/12/2022 17:42:24 - INFO - __main__ - global_steps 47450 loss: 0.54485884 04/12/2022 17:42:29 - INFO - __main__ - global_steps 47500 loss: 0.48909722 04/12/2022 17:42:29 - INFO - __main__ - ********** Running evaluating ********** 04/12/2022 17:42:34 - INFO - __main__ - ########## val_ar_acc 0.7028112449799196 ########## 04/12/2022 17:42:38 - INFO - __main__ - ########## val_bg_acc 0.7405622489959839 ########## 04/12/2022 17:42:43 - INFO - __main__ - ########## val_de_acc 0.7566265060240964 ########## 04/12/2022 17:42:48 - INFO - __main__ - ########## val_el_acc 0.7502008032128514 ########## 04/12/2022 17:42:52 - INFO - __main__ - ########## val_en_acc 0.8236947791164658 ########## 04/12/2022 17:42:57 - INFO - __main__ - ########## val_es_acc 0.772289156626506 ########## 04/12/2022 17:43:01 - INFO - __main__ - ########## val_fr_acc 0.7718875502008032 ########## 04/12/2022 17:43:06 - INFO - __main__ - ########## val_hi_acc 0.6859437751004016 ########## 04/12/2022 17:43:11 - INFO - __main__ - ########## val_ru_acc 0.736144578313253 ########## 04/12/2022 17:43:15 - INFO - __main__ - ########## val_sw_acc 0.6698795180722892 ########## 04/12/2022 17:43:20 - INFO - __main__ - ########## val_th_acc 0.6827309236947792 ########## 04/12/2022 17:43:24 - INFO - __main__ - ########## val_tr_acc 0.7120481927710843 ########## 04/12/2022 17:43:29 - INFO - __main__ - ########## val_ur_acc 0.6465863453815262 ########## 04/12/2022 17:43:33 - INFO - __main__ - ########## val_vi_acc 0.7321285140562249 ########## 04/12/2022 17:43:38 - INFO - __main__ - ########## val_zh_acc 0.7385542168674699 ########## 04/12/2022 17:43:47 - INFO - __main__ - ########## test_ar_acc 0.7085828343313373 ########## 04/12/2022 17:43:56 - INFO - __main__ - ########## test_bg_acc 0.7614770459081837 ########## 04/12/2022 17:44:05 - INFO - __main__ - ########## test_de_acc 0.7542914171656686 ########## 04/12/2022 17:44:15 - INFO - __main__ - ########## test_el_acc 0.7522954091816367 ########## 04/12/2022 17:44:24 - INFO - __main__ - ########## test_en_acc 0.8291417165668663 ########## 04/12/2022 17:44:33 - INFO - __main__ - ########## test_es_acc 0.7766467065868263 ########## 04/12/2022 17:44:42 - INFO - __main__ - ########## test_fr_acc 0.7774451097804391 ########## 04/12/2022 17:44:52 - INFO - __main__ - ########## test_hi_acc 0.6810379241516966 ########## 04/12/2022 17:45:01 - INFO - __main__ - ########## test_ru_acc 0.7457085828343314 ########## 04/12/2022 17:45:10 - INFO - __main__ - ########## test_sw_acc 0.6866267465069861 ########## 04/12/2022 17:45:19 - INFO - __main__ - ########## test_th_acc 0.6946107784431138 ########## 04/12/2022 17:45:28 - INFO - __main__ - ########## test_tr_acc 0.7145708582834331 ########## 04/12/2022 17:45:38 - INFO - __main__ - ########## test_ur_acc 0.6469061876247505 ########## 04/12/2022 17:45:46 - INFO - __main__ - ########## test_vi_acc 0.7397205588822355 ########## 04/12/2022 17:45:54 - INFO - __main__ - ########## test_zh_acc 0.7317365269461078 ########## 04/12/2022 17:45:54 - INFO - __main__ - val_ar_acc = 0.7028112449799196 04/12/2022 17:45:54 - INFO - __main__ - val_bg_acc = 0.7405622489959839 04/12/2022 17:45:54 - INFO - __main__ - val_de_acc = 0.7566265060240964 04/12/2022 17:45:54 - INFO - __main__ - val_el_acc = 0.7502008032128514 04/12/2022 17:45:54 - INFO - __main__ - val_en_acc = 0.8236947791164658 04/12/2022 17:45:54 - INFO - __main__ - val_es_acc = 0.772289156626506 04/12/2022 17:45:54 - INFO - __main__ - val_fr_acc = 0.7718875502008032 04/12/2022 17:45:54 - INFO - __main__ - val_hi_acc = 0.6859437751004016 04/12/2022 17:45:54 - INFO - __main__ - val_ru_acc = 0.736144578313253 04/12/2022 17:45:54 - INFO - __main__ - val_sw_acc = 0.6698795180722892 04/12/2022 17:45:54 - INFO - __main__ - val_th_acc = 0.6827309236947792 04/12/2022 17:45:54 - INFO - __main__ - val_tr_acc = 0.7120481927710843 04/12/2022 17:45:54 - INFO - __main__ - val_ur_acc = 0.6465863453815262 04/12/2022 17:45:54 - INFO - __main__ - val_vi_acc = 0.7321285140562249 04/12/2022 17:45:54 - INFO - __main__ - val_zh_acc = 0.7385542168674699 04/12/2022 17:45:54 - INFO - __main__ - val_avg_acc = 0.7281392235609102 04/12/2022 17:45:54 - INFO - __main__ - test_ar_acc = 0.7085828343313373 04/12/2022 17:45:54 - INFO - __main__ - test_bg_acc = 0.7614770459081837 04/12/2022 17:45:54 - INFO - __main__ - test_de_acc = 0.7542914171656686 04/12/2022 17:45:54 - INFO - __main__ - test_el_acc = 0.7522954091816367 04/12/2022 17:45:54 - INFO - __main__ - test_en_acc = 0.8291417165668663 04/12/2022 17:45:54 - INFO - __main__ - test_es_acc = 0.7766467065868263 04/12/2022 17:45:54 - INFO - __main__ - test_fr_acc = 0.7774451097804391 04/12/2022 17:45:54 - INFO - __main__ - test_hi_acc = 0.6810379241516966 04/12/2022 17:45:54 - INFO - __main__ - test_ru_acc = 0.7457085828343314 04/12/2022 17:45:54 - INFO - __main__ - test_sw_acc = 0.6866267465069861 04/12/2022 17:45:54 - INFO - __main__ - test_th_acc = 0.6946107784431138 04/12/2022 17:45:54 - INFO - __main__ - test_tr_acc = 0.7145708582834331 04/12/2022 17:45:54 - INFO - __main__ - test_ur_acc = 0.6469061876247505 04/12/2022 17:45:54 - INFO - __main__ - test_vi_acc = 0.7397205588822355 04/12/2022 17:45:54 - INFO - __main__ - test_zh_acc = 0.7317365269461078 04/12/2022 17:45:54 - INFO - __main__ - test_avg_acc = 0.7333865602129076 04/12/2022 17:45:54 - INFO - __main__ - ########## Step 47500 val_avg_acc 0.7281392235609102 test_avg_acc 0.7333865602129076 ########## 04/12/2022 17:45:56 - INFO - utils - remove old ckpt: xnli_right_avg_new/ckpt/step-27500-test_avg_acc-0.7187092481703261-val_avg_acc-0.7133601070950469 04/12/2022 17:45:56 - INFO - __main__ - ********** Evaluating Done ********** 04/12/2022 17:46:00 - INFO - __main__ - global_steps 47550 loss: 0.48723622 04/12/2022 17:46:05 - INFO - __main__ - global_steps 47600 loss: 0.41047750 04/12/2022 17:46:09 - INFO - __main__ - global_steps 47650 loss: 0.48999183 04/12/2022 17:46:13 - INFO - __main__ - global_steps 47700 loss: 0.45270496 04/12/2022 17:46:18 - INFO - __main__ - global_steps 47750 loss: 0.41988316 04/12/2022 17:46:23 - INFO - __main__ - global_steps 47800 loss: 0.42505112 04/12/2022 17:46:27 - INFO - __main__ - global_steps 47850 loss: 0.44371071 04/12/2022 17:46:31 - INFO - __main__ - global_steps 47900 loss: 0.40355175 04/12/2022 17:46:36 - INFO - __main__ - global_steps 47950 loss: 0.52732947 04/12/2022 17:46:40 - INFO - __main__ - global_steps 48000 loss: 0.44888107 04/12/2022 17:46:45 - INFO - __main__ - global_steps 48050 loss: 0.50627345 04/12/2022 17:46:49 - INFO - __main__ - global_steps 48100 loss: 0.39992053 04/12/2022 17:46:54 - INFO - __main__ - global_steps 48150 loss: 0.52665563 04/12/2022 17:46:58 - INFO - __main__ - global_steps 48200 loss: 0.43446641 04/12/2022 17:47:03 - INFO - __main__ - global_steps 48250 loss: 0.35047885 04/12/2022 17:47:08 - INFO - __main__ - global_steps 48300 loss: 0.43838251 04/12/2022 17:47:12 - INFO - __main__ - global_steps 48350 loss: 0.43859720 04/12/2022 17:47:17 - INFO - __main__ - global_steps 48400 loss: 0.42872734 04/12/2022 17:47:22 - INFO - __main__ - global_steps 48450 loss: 0.53618877 04/12/2022 17:47:26 - INFO - __main__ - global_steps 48500 loss: 0.43204904 04/12/2022 17:47:31 - INFO - __main__ - global_steps 48550 loss: 0.45243577 04/12/2022 17:47:35 - INFO - __main__ - global_steps 48600 loss: 0.46354648 04/12/2022 17:47:40 - INFO - __main__ - global_steps 48650 loss: 0.44219593 04/12/2022 17:47:45 - INFO - __main__ - global_steps 48700 loss: 0.40262564 04/12/2022 17:47:49 - INFO - __main__ - global_steps 48750 loss: 0.47914915 04/12/2022 17:47:54 - INFO - __main__ - global_steps 48800 loss: 0.46185651 04/12/2022 17:47:58 - INFO - __main__ - global_steps 48850 loss: 0.42471921 04/12/2022 17:48:03 - INFO - __main__ - global_steps 48900 loss: 0.46328800 04/12/2022 17:48:08 - INFO - __main__ - global_steps 48950 loss: 0.39040177 04/12/2022 17:48:12 - INFO - __main__ - global_steps 49000 loss: 0.46374770 04/12/2022 17:48:17 - INFO - __main__ - global_steps 49050 loss: 0.44977002 04/12/2022 17:48:22 - INFO - __main__ - global_steps 49100 loss: 0.53976907 04/12/2022 17:48:26 - INFO - __main__ - global_steps 49150 loss: 0.50818132 04/12/2022 17:48:31 - INFO - __main__ - global_steps 49200 loss: 0.45478589 04/12/2022 17:48:35 - INFO - __main__ - global_steps 49250 loss: 0.43223776 04/12/2022 17:48:40 - INFO - __main__ - global_steps 49300 loss: 0.44616600 04/12/2022 17:48:45 - INFO - __main__ - global_steps 49350 loss: 0.45843649 04/12/2022 17:48:49 - INFO - __main__ - global_steps 49400 loss: 0.49987130 04/12/2022 17:48:54 - INFO - __main__ - global_steps 49450 loss: 0.48391486 04/12/2022 17:48:58 - INFO - __main__ - global_steps 49500 loss: 0.52445662 04/12/2022 17:49:03 - INFO - __main__ - global_steps 49550 loss: 0.42823742 04/12/2022 17:49:08 - INFO - __main__ - global_steps 49600 loss: 0.39752293 04/12/2022 17:49:12 - INFO - __main__ - global_steps 49650 loss: 0.38968396 04/12/2022 17:49:17 - INFO - __main__ - global_steps 49700 loss: 0.40111517 04/12/2022 17:49:22 - INFO - __main__ - global_steps 49750 loss: 0.53645274 04/12/2022 17:49:26 - INFO - __main__ - global_steps 49800 loss: 0.49131996 04/12/2022 17:49:31 - INFO - __main__ - global_steps 49850 loss: 0.47033807 04/12/2022 17:49:36 - INFO - __main__ - global_steps 49900 loss: 0.36297029 04/12/2022 17:49:40 - INFO - __main__ - global_steps 49950 loss: 0.46408788 04/12/2022 17:49:45 - INFO - __main__ - global_steps 50000 loss: 0.41900878 04/12/2022 17:49:45 - INFO - __main__ - ********** Running evaluating ********** 04/12/2022 17:49:49 - INFO - __main__ - ########## val_ar_acc 0.6477911646586345 ########## 04/12/2022 17:49:54 - INFO - __main__ - ########## val_bg_acc 0.7056224899598393 ########## 04/12/2022 17:49:58 - INFO - __main__ - ########## val_de_acc 0.6995983935742972 ########## 04/12/2022 17:50:03 - INFO - __main__ - ########## val_el_acc 0.7012048192771084 ########## 04/12/2022 17:50:07 - INFO - __main__ - ########## val_en_acc 0.7991967871485943 ########## 04/12/2022 17:50:12 - INFO - __main__ - ########## val_es_acc 0.7377510040160643 ########## 04/12/2022 17:50:16 - INFO - __main__ - ########## val_fr_acc 0.7313253012048193 ########## 04/12/2022 17:50:21 - INFO - __main__ - ########## val_hi_acc 0.6253012048192771 ########## 04/12/2022 17:50:25 - INFO - __main__ - ########## val_ru_acc 0.6863453815261045 ########## 04/12/2022 17:50:30 - INFO - __main__ - ########## val_sw_acc 0.6261044176706827 ########## 04/12/2022 17:50:34 - INFO - __main__ - ########## val_th_acc 0.6329317269076306 ########## 04/12/2022 17:50:39 - INFO - __main__ - ########## val_tr_acc 0.653012048192771 ########## 04/12/2022 17:50:43 - INFO - __main__ - ########## val_ur_acc 0.578714859437751 ########## 04/12/2022 17:50:48 - INFO - __main__ - ########## val_vi_acc 0.685140562248996 ########## 04/12/2022 17:50:52 - INFO - __main__ - ########## val_zh_acc 0.6847389558232931 ########## 04/12/2022 17:51:01 - INFO - __main__ - ########## test_ar_acc 0.6616766467065869 ########## 04/12/2022 17:51:11 - INFO - __main__ - ########## test_bg_acc 0.712375249500998 ########## 04/12/2022 17:51:20 - INFO - __main__ - ########## test_de_acc 0.7095808383233533 ########## 04/12/2022 17:51:29 - INFO - __main__ - ########## test_el_acc 0.6958083832335329 ########## 04/12/2022 17:51:38 - INFO - __main__ - ########## test_en_acc 0.8055888223552894 ########## 04/12/2022 17:51:47 - INFO - __main__ - ########## test_es_acc 0.7339321357285429 ########## 04/12/2022 17:51:57 - INFO - __main__ - ########## test_fr_acc 0.7367265469061877 ########## 04/12/2022 17:52:07 - INFO - __main__ - ########## test_hi_acc 0.6377245508982036 ########## 04/12/2022 17:52:16 - INFO - __main__ - ########## test_ru_acc 0.7049900199600798 ########## 04/12/2022 17:52:25 - INFO - __main__ - ########## test_sw_acc 0.6345309381237525 ########## 04/12/2022 17:52:33 - INFO - __main__ - ########## test_th_acc 0.6353293413173653 ########## 04/12/2022 17:52:42 - INFO - __main__ - ########## test_tr_acc 0.6696606786427146 ########## 04/12/2022 17:52:52 - INFO - __main__ - ########## test_ur_acc 0.586626746506986 ########## 04/12/2022 17:53:01 - INFO - __main__ - ########## test_vi_acc 0.6884231536926148 ########## 04/12/2022 17:53:09 - INFO - __main__ - ########## test_zh_acc 0.6750499001996008 ########## 04/12/2022 17:53:09 - INFO - __main__ - val_ar_acc = 0.6477911646586345 04/12/2022 17:53:09 - INFO - __main__ - val_bg_acc = 0.7056224899598393 04/12/2022 17:53:09 - INFO - __main__ - val_de_acc = 0.6995983935742972 04/12/2022 17:53:09 - INFO - __main__ - val_el_acc = 0.7012048192771084 04/12/2022 17:53:09 - INFO - __main__ - val_en_acc = 0.7991967871485943 04/12/2022 17:53:09 - INFO - __main__ - val_es_acc = 0.7377510040160643 04/12/2022 17:53:09 - INFO - __main__ - val_fr_acc = 0.7313253012048193 04/12/2022 17:53:09 - INFO - __main__ - val_hi_acc = 0.6253012048192771 04/12/2022 17:53:09 - INFO - __main__ - val_ru_acc = 0.6863453815261045 04/12/2022 17:53:09 - INFO - __main__ - val_sw_acc = 0.6261044176706827 04/12/2022 17:53:09 - INFO - __main__ - val_th_acc = 0.6329317269076306 04/12/2022 17:53:09 - INFO - __main__ - val_tr_acc = 0.653012048192771 04/12/2022 17:53:09 - INFO - __main__ - val_ur_acc = 0.578714859437751 04/12/2022 17:53:09 - INFO - __main__ - val_vi_acc = 0.685140562248996 04/12/2022 17:53:09 - INFO - __main__ - val_zh_acc = 0.6847389558232931 04/12/2022 17:53:09 - INFO - __main__ - val_avg_acc = 0.6796519410977242 04/12/2022 17:53:09 - INFO - __main__ - test_ar_acc = 0.6616766467065869 04/12/2022 17:53:09 - INFO - __main__ - test_bg_acc = 0.712375249500998 04/12/2022 17:53:09 - INFO - __main__ - test_de_acc = 0.7095808383233533 04/12/2022 17:53:09 - INFO - __main__ - test_el_acc = 0.6958083832335329 04/12/2022 17:53:09 - INFO - __main__ - test_en_acc = 0.8055888223552894 04/12/2022 17:53:09 - INFO - __main__ - test_es_acc = 0.7339321357285429 04/12/2022 17:53:09 - INFO - __main__ - test_fr_acc = 0.7367265469061877 04/12/2022 17:53:09 - INFO - __main__ - test_hi_acc = 0.6377245508982036 04/12/2022 17:53:09 - INFO - __main__ - test_ru_acc = 0.7049900199600798 04/12/2022 17:53:09 - INFO - __main__ - test_sw_acc = 0.6345309381237525 04/12/2022 17:53:09 - INFO - __main__ - test_th_acc = 0.6353293413173653 04/12/2022 17:53:09 - INFO - __main__ - test_tr_acc = 0.6696606786427146 04/12/2022 17:53:09 - INFO - __main__ - test_ur_acc = 0.586626746506986 04/12/2022 17:53:09 - INFO - __main__ - test_vi_acc = 0.6884231536926148 04/12/2022 17:53:09 - INFO - __main__ - test_zh_acc = 0.6750499001996008 04/12/2022 17:53:09 - INFO - __main__ - test_avg_acc = 0.685868263473054 04/12/2022 17:53:10 - INFO - utils - remove old ckpt: xnli_right_avg_new/ckpt/step-50000-test_avg_acc-0.685868263473054-val_avg_acc-0.6796519410977242 04/12/2022 17:53:10 - INFO - __main__ - ********** Evaluating Done ********** 04/12/2022 17:53:15 - INFO - __main__ - global_steps 50050 loss: 0.47786003 04/12/2022 17:53:19 - INFO - __main__ - global_steps 50100 loss: 0.44143018 04/12/2022 17:53:24 - INFO - __main__ - global_steps 50150 loss: 0.41475927 04/12/2022 17:53:28 - INFO - __main__ - global_steps 50200 loss: 0.43375192 04/12/2022 17:53:33 - INFO - __main__ - global_steps 50250 loss: 0.48836591 04/12/2022 17:53:38 - INFO - __main__ - global_steps 50300 loss: 0.40923434 04/12/2022 17:53:42 - INFO - __main__ - global_steps 50350 loss: 0.42944270 04/12/2022 17:53:47 - INFO - __main__ - global_steps 50400 loss: 0.37386303 04/12/2022 17:53:51 - INFO - __main__ - global_steps 50450 loss: 0.43763192 04/12/2022 17:53:56 - INFO - __main__ - global_steps 50500 loss: 0.43190930 04/12/2022 17:54:00 - INFO - __main__ - global_steps 50550 loss: 0.48829731 04/12/2022 17:54:04 - INFO - __main__ - global_steps 50600 loss: 0.43901833 04/12/2022 17:54:09 - INFO - __main__ - global_steps 50650 loss: 0.50785776 04/12/2022 17:54:13 - INFO - __main__ - global_steps 50700 loss: 0.47919093 04/12/2022 17:54:18 - INFO - __main__ - global_steps 50750 loss: 0.50624278 04/12/2022 17:54:23 - INFO - __main__ - global_steps 50800 loss: 0.35090285 04/12/2022 17:54:27 - INFO - __main__ - global_steps 50850 loss: 0.40794079 04/12/2022 17:54:32 - INFO - __main__ - global_steps 50900 loss: 0.49357281 04/12/2022 17:54:36 - INFO - __main__ - global_steps 50950 loss: 0.45529447 04/12/2022 17:54:41 - INFO - __main__ - global_steps 51000 loss: 0.45578714 04/12/2022 17:54:45 - INFO - __main__ - global_steps 51050 loss: 0.44934377 04/12/2022 17:54:50 - INFO - __main__ - global_steps 51100 loss: 0.47718302 04/12/2022 17:54:55 - INFO - __main__ - global_steps 51150 loss: 0.46881284 04/12/2022 17:54:59 - INFO - __main__ - global_steps 51200 loss: 0.43161534 04/12/2022 17:55:04 - INFO - __main__ - global_steps 51250 loss: 0.47858232 04/12/2022 17:55:09 - INFO - __main__ - global_steps 51300 loss: 0.45181544 04/12/2022 17:55:13 - INFO - __main__ - global_steps 51350 loss: 0.35129830 04/12/2022 17:55:18 - INFO - __main__ - global_steps 51400 loss: 0.42700058 04/12/2022 17:55:22 - INFO - __main__ - global_steps 51450 loss: 0.41705723 04/12/2022 17:55:27 - INFO - __main__ - global_steps 51500 loss: 0.50728005 04/12/2022 17:55:32 - INFO - __main__ - global_steps 51550 loss: 0.45832250 04/12/2022 17:55:36 - INFO - __main__ - global_steps 51600 loss: 0.40018369 04/12/2022 17:55:41 - INFO - __main__ - global_steps 51650 loss: 0.47856858 04/12/2022 17:55:46 - INFO - __main__ - global_steps 51700 loss: 0.49831226 04/12/2022 17:55:50 - INFO - __main__ - global_steps 51750 loss: 0.43990757 04/12/2022 17:55:54 - INFO - __main__ - global_steps 51800 loss: 0.42856599 04/12/2022 17:55:59 - INFO - __main__ - global_steps 51850 loss: 0.40790579 04/12/2022 17:56:03 - INFO - __main__ - global_steps 51900 loss: 0.45573994 04/12/2022 17:56:07 - INFO - __main__ - global_steps 51950 loss: 0.50601210 04/12/2022 17:56:11 - INFO - __main__ - global_steps 52000 loss: 0.47333172 04/12/2022 17:56:16 - INFO - __main__ - global_steps 52050 loss: 0.40647431 04/12/2022 17:56:20 - INFO - __main__ - global_steps 52100 loss: 0.48978378 04/12/2022 17:56:24 - INFO - __main__ - global_steps 52150 loss: 0.47275758 04/12/2022 17:56:29 - INFO - __main__ - global_steps 52200 loss: 0.38122327 04/12/2022 17:56:34 - INFO - __main__ - global_steps 52250 loss: 0.41667116 04/12/2022 17:56:38 - INFO - __main__ - global_steps 52300 loss: 0.39248859 04/12/2022 17:56:43 - INFO - __main__ - global_steps 52350 loss: 0.44999839 04/12/2022 17:56:47 - INFO - __main__ - global_steps 52400 loss: 0.44338448 04/12/2022 17:56:52 - INFO - __main__ - global_steps 52450 loss: 0.43901889 04/12/2022 17:56:57 - INFO - __main__ - global_steps 52500 loss: 0.47060452 04/12/2022 17:56:57 - INFO - __main__ - ********** Running evaluating ********** 04/12/2022 17:57:01 - INFO - __main__ - ########## val_ar_acc 0.6907630522088354 ########## 04/12/2022 17:57:06 - INFO - __main__ - ########## val_bg_acc 0.7385542168674699 ########## 04/12/2022 17:57:10 - INFO - __main__ - ########## val_de_acc 0.751004016064257 ########## 04/12/2022 17:57:15 - INFO - __main__ - ########## val_el_acc 0.7273092369477911 ########## 04/12/2022 17:57:19 - INFO - __main__ - ########## val_en_acc 0.8265060240963855 ########## 04/12/2022 17:57:24 - INFO - __main__ - ########## val_es_acc 0.7654618473895582 ########## 04/12/2022 17:57:29 - INFO - __main__ - ########## val_fr_acc 0.7714859437751004 ########## 04/12/2022 17:57:34 - INFO - __main__ - ########## val_hi_acc 0.6763052208835342 ########## 04/12/2022 17:57:39 - INFO - __main__ - ########## val_ru_acc 0.7172690763052209 ########## 04/12/2022 17:57:43 - INFO - __main__ - ########## val_sw_acc 0.6626506024096386 ########## 04/12/2022 17:57:48 - INFO - __main__ - ########## val_th_acc 0.6839357429718875 ########## 04/12/2022 17:57:53 - INFO - __main__ - ########## val_tr_acc 0.704417670682731 ########## 04/12/2022 17:57:58 - INFO - __main__ - ########## val_ur_acc 0.621285140562249 ########## 04/12/2022 17:58:02 - INFO - __main__ - ########## val_vi_acc 0.7265060240963855 ########## 04/12/2022 17:58:07 - INFO - __main__ - ########## val_zh_acc 0.729718875502008 ########## 04/12/2022 17:58:16 - INFO - __main__ - ########## test_ar_acc 0.6998003992015968 ########## 04/12/2022 17:58:26 - INFO - __main__ - ########## test_bg_acc 0.7487025948103793 ########## 04/12/2022 17:58:36 - INFO - __main__ - ########## test_de_acc 0.7457085828343314 ########## 04/12/2022 17:58:46 - INFO - __main__ - ########## test_el_acc 0.7337325349301397 ########## 04/12/2022 17:58:55 - INFO - __main__ - ########## test_en_acc 0.8257485029940119 ########## 04/12/2022 17:59:04 - INFO - __main__ - ########## test_es_acc 0.7696606786427146 ########## 04/12/2022 17:59:14 - INFO - __main__ - ########## test_fr_acc 0.7674650698602794 ########## 04/12/2022 17:59:24 - INFO - __main__ - ########## test_hi_acc 0.6698602794411178 ########## 04/12/2022 17:59:33 - INFO - __main__ - ########## test_ru_acc 0.732934131736527 ########## 04/12/2022 17:59:42 - INFO - __main__ - ########## test_sw_acc 0.6764471057884232 ########## 04/12/2022 17:59:51 - INFO - __main__ - ########## test_th_acc 0.6914171656686626 ########## 04/12/2022 18:00:00 - INFO - __main__ - ########## test_tr_acc 0.6972055888223553 ########## 04/12/2022 18:00:10 - INFO - __main__ - ########## test_ur_acc 0.6255489021956088 ########## 04/12/2022 18:00:19 - INFO - __main__ - ########## test_vi_acc 0.732934131736527 ########## 04/12/2022 18:00:28 - INFO - __main__ - ########## test_zh_acc 0.7193612774451098 ########## 04/12/2022 18:00:28 - INFO - __main__ - val_ar_acc = 0.6907630522088354 04/12/2022 18:00:28 - INFO - __main__ - val_bg_acc = 0.7385542168674699 04/12/2022 18:00:28 - INFO - __main__ - val_de_acc = 0.751004016064257 04/12/2022 18:00:28 - INFO - __main__ - val_el_acc = 0.7273092369477911 04/12/2022 18:00:28 - INFO - __main__ - val_en_acc = 0.8265060240963855 04/12/2022 18:00:28 - INFO - __main__ - val_es_acc = 0.7654618473895582 04/12/2022 18:00:28 - INFO - __main__ - val_fr_acc = 0.7714859437751004 04/12/2022 18:00:28 - INFO - __main__ - val_hi_acc = 0.6763052208835342 04/12/2022 18:00:28 - INFO - __main__ - val_ru_acc = 0.7172690763052209 04/12/2022 18:00:28 - INFO - __main__ - val_sw_acc = 0.6626506024096386 04/12/2022 18:00:28 - INFO - __main__ - val_th_acc = 0.6839357429718875 04/12/2022 18:00:28 - INFO - __main__ - val_tr_acc = 0.704417670682731 04/12/2022 18:00:28 - INFO - __main__ - val_ur_acc = 0.621285140562249 04/12/2022 18:00:28 - INFO - __main__ - val_vi_acc = 0.7265060240963855 04/12/2022 18:00:28 - INFO - __main__ - val_zh_acc = 0.729718875502008 04/12/2022 18:00:28 - INFO - __main__ - val_avg_acc = 0.71954484605087 04/12/2022 18:00:28 - INFO - __main__ - test_ar_acc = 0.6998003992015968 04/12/2022 18:00:28 - INFO - __main__ - test_bg_acc = 0.7487025948103793 04/12/2022 18:00:28 - INFO - __main__ - test_de_acc = 0.7457085828343314 04/12/2022 18:00:28 - INFO - __main__ - test_el_acc = 0.7337325349301397 04/12/2022 18:00:28 - INFO - __main__ - test_en_acc = 0.8257485029940119 04/12/2022 18:00:28 - INFO - __main__ - test_es_acc = 0.7696606786427146 04/12/2022 18:00:28 - INFO - __main__ - test_fr_acc = 0.7674650698602794 04/12/2022 18:00:28 - INFO - __main__ - test_hi_acc = 0.6698602794411178 04/12/2022 18:00:28 - INFO - __main__ - test_ru_acc = 0.732934131736527 04/12/2022 18:00:28 - INFO - __main__ - test_sw_acc = 0.6764471057884232 04/12/2022 18:00:28 - INFO - __main__ - test_th_acc = 0.6914171656686626 04/12/2022 18:00:28 - INFO - __main__ - test_tr_acc = 0.6972055888223553 04/12/2022 18:00:28 - INFO - __main__ - test_ur_acc = 0.6255489021956088 04/12/2022 18:00:28 - INFO - __main__ - test_vi_acc = 0.732934131736527 04/12/2022 18:00:28 - INFO - __main__ - test_zh_acc = 0.7193612774451098 04/12/2022 18:00:28 - INFO - __main__ - test_avg_acc = 0.7224351297405189 04/12/2022 18:00:29 - INFO - utils - remove old ckpt: xnli_right_avg_new/ckpt/step-42500-test_avg_acc-0.7210113107119095-val_avg_acc-0.7163052208835341 04/12/2022 18:00:29 - INFO - __main__ - ********** Evaluating Done ********** 04/12/2022 18:00:34 - INFO - __main__ - global_steps 52550 loss: 0.47915493 04/12/2022 18:00:39 - INFO - __main__ - global_steps 52600 loss: 0.41788551 04/12/2022 18:00:43 - INFO - __main__ - global_steps 52650 loss: 0.52847710 04/12/2022 18:00:48 - INFO - __main__ - global_steps 52700 loss: 0.41837536 04/12/2022 18:00:53 - INFO - __main__ - global_steps 52750 loss: 0.45684593 04/12/2022 18:00:57 - INFO - __main__ - global_steps 52800 loss: 0.46317537 04/12/2022 18:01:02 - INFO - __main__ - global_steps 52850 loss: 0.48557704 04/12/2022 18:01:07 - INFO - __main__ - global_steps 52900 loss: 0.46894369 04/12/2022 18:01:12 - INFO - __main__ - global_steps 52950 loss: 0.44131578 04/12/2022 18:01:16 - INFO - __main__ - global_steps 53000 loss: 0.46390635 04/12/2022 18:01:21 - INFO - __main__ - global_steps 53050 loss: 0.41571829 04/12/2022 18:01:25 - INFO - __main__ - global_steps 53100 loss: 0.42969956 04/12/2022 18:01:30 - INFO - __main__ - global_steps 53150 loss: 0.43222691 04/12/2022 18:01:35 - INFO - __main__ - global_steps 53200 loss: 0.44347663 04/12/2022 18:01:39 - INFO - __main__ - global_steps 53250 loss: 0.49707788 04/12/2022 18:01:44 - INFO - __main__ - global_steps 53300 loss: 0.40680856 04/12/2022 18:01:48 - INFO - __main__ - global_steps 53350 loss: 0.48809183 04/12/2022 18:01:53 - INFO - __main__ - global_steps 53400 loss: 0.45360956 04/12/2022 18:01:58 - INFO - __main__ - global_steps 53450 loss: 0.46997530 04/12/2022 18:02:02 - INFO - __main__ - global_steps 53500 loss: 0.44233909 04/12/2022 18:02:06 - INFO - __main__ - global_steps 53550 loss: 0.42303651 04/12/2022 18:02:11 - INFO - __main__ - global_steps 53600 loss: 0.44712997 04/12/2022 18:02:16 - INFO - __main__ - global_steps 53650 loss: 0.38994932 04/12/2022 18:02:20 - INFO - __main__ - global_steps 53700 loss: 0.41249742 04/12/2022 18:02:25 - INFO - __main__ - global_steps 53750 loss: 0.42119905 04/12/2022 18:02:29 - INFO - __main__ - global_steps 53800 loss: 0.47510005 04/12/2022 18:02:34 - INFO - __main__ - global_steps 53850 loss: 0.40568585 04/12/2022 18:02:39 - INFO - __main__ - global_steps 53900 loss: 0.47870078 04/12/2022 18:02:44 - INFO - __main__ - global_steps 53950 loss: 0.45130976 04/12/2022 18:02:48 - INFO - __main__ - global_steps 54000 loss: 0.43685648 04/12/2022 18:02:53 - INFO - __main__ - global_steps 54050 loss: 0.37226038 04/12/2022 18:02:57 - INFO - __main__ - global_steps 54100 loss: 0.47616143 04/12/2022 18:03:02 - INFO - __main__ - global_steps 54150 loss: 0.50796936 04/12/2022 18:03:06 - INFO - __main__ - global_steps 54200 loss: 0.39058214 04/12/2022 18:03:10 - INFO - __main__ - global_steps 54250 loss: 0.52911475 04/12/2022 18:03:15 - INFO - __main__ - global_steps 54300 loss: 0.37205193 04/12/2022 18:03:20 - INFO - __main__ - global_steps 54350 loss: 0.41306249 04/12/2022 18:03:24 - INFO - __main__ - global_steps 54400 loss: 0.40770326 04/12/2022 18:03:29 - INFO - __main__ - global_steps 54450 loss: 0.42475070 04/12/2022 18:03:33 - INFO - __main__ - global_steps 54500 loss: 0.44563714 04/12/2022 18:03:38 - INFO - __main__ - global_steps 54550 loss: 0.50324152 04/12/2022 18:03:42 - INFO - __main__ - global_steps 54600 loss: 0.53616931 04/12/2022 18:03:47 - INFO - __main__ - global_steps 54650 loss: 0.44737754 04/12/2022 18:03:52 - INFO - __main__ - global_steps 54700 loss: 0.50110523 04/12/2022 18:03:56 - INFO - __main__ - global_steps 54750 loss: 0.47583125 04/12/2022 18:04:01 - INFO - __main__ - global_steps 54800 loss: 0.33752419 04/12/2022 18:04:06 - INFO - __main__ - global_steps 54850 loss: 0.43793604 04/12/2022 18:04:10 - INFO - __main__ - global_steps 54900 loss: 0.44709830 04/12/2022 18:04:14 - INFO - __main__ - global_steps 54950 loss: 0.45129993 04/12/2022 18:04:19 - INFO - __main__ - global_steps 55000 loss: 0.43957873 04/12/2022 18:04:19 - INFO - __main__ - ********** Running evaluating ********** 04/12/2022 18:04:24 - INFO - __main__ - ########## val_ar_acc 0.6742971887550201 ########## 04/12/2022 18:04:28 - INFO - __main__ - ########## val_bg_acc 0.7232931726907631 ########## 04/12/2022 18:04:33 - INFO - __main__ - ########## val_de_acc 0.729718875502008 ########## 04/12/2022 18:04:37 - INFO - __main__ - ########## val_el_acc 0.7132530120481928 ########## 04/12/2022 18:04:42 - INFO - __main__ - ########## val_en_acc 0.8140562248995984 ########## 04/12/2022 18:04:46 - INFO - __main__ - ########## val_es_acc 0.7526104417670683 ########## 04/12/2022 18:04:50 - INFO - __main__ - ########## val_fr_acc 0.7614457831325301 ########## 04/12/2022 18:04:55 - INFO - __main__ - ########## val_hi_acc 0.659437751004016 ########## 04/12/2022 18:04:59 - INFO - __main__ - ########## val_ru_acc 0.7060240963855422 ########## 04/12/2022 18:05:04 - INFO - __main__ - ########## val_sw_acc 0.6506024096385542 ########## 04/12/2022 18:05:08 - INFO - __main__ - ########## val_th_acc 0.6606425702811245 ########## 04/12/2022 18:05:12 - INFO - __main__ - ########## val_tr_acc 0.6875502008032128 ########## 04/12/2022 18:05:16 - INFO - __main__ - ########## val_ur_acc 0.6016064257028112 ########## 04/12/2022 18:05:21 - INFO - __main__ - ########## val_vi_acc 0.7160642570281125 ########## 04/12/2022 18:05:25 - INFO - __main__ - ########## val_zh_acc 0.7100401606425703 ########## 04/12/2022 18:05:34 - INFO - __main__ - ########## test_ar_acc 0.6870259481037924 ########## 04/12/2022 18:05:44 - INFO - __main__ - ########## test_bg_acc 0.7305389221556886 ########## 04/12/2022 18:05:53 - INFO - __main__ - ########## test_de_acc 0.7305389221556886 ########## 04/12/2022 18:06:03 - INFO - __main__ - ########## test_el_acc 0.7193612774451098 ########## 04/12/2022 18:06:12 - INFO - __main__ - ########## test_en_acc 0.8201596806387226 ########## 04/12/2022 18:06:21 - INFO - __main__ - ########## test_es_acc 0.7542914171656686 ########## 04/12/2022 18:06:30 - INFO - __main__ - ########## test_fr_acc 0.7622754491017965 ########## 04/12/2022 18:06:40 - INFO - __main__ - ########## test_hi_acc 0.6656686626746507 ########## 04/12/2022 18:06:50 - INFO - __main__ - ########## test_ru_acc 0.7267465069860279 ########## 04/12/2022 18:06:58 - INFO - __main__ - ########## test_sw_acc 0.662874251497006 ########## 04/12/2022 18:07:07 - INFO - __main__ - ########## test_th_acc 0.6726546906187625 ########## 04/12/2022 18:07:16 - INFO - __main__ - ########## test_tr_acc 0.693812375249501 ########## 04/12/2022 18:07:26 - INFO - __main__ - ########## test_ur_acc 0.6135728542914172 ########## 04/12/2022 18:07:35 - INFO - __main__ - ########## test_vi_acc 0.7243512974051897 ########## 04/12/2022 18:07:44 - INFO - __main__ - ########## test_zh_acc 0.7069860279441118 ########## 04/12/2022 18:07:44 - INFO - __main__ - val_ar_acc = 0.6742971887550201 04/12/2022 18:07:44 - INFO - __main__ - val_bg_acc = 0.7232931726907631 04/12/2022 18:07:44 - INFO - __main__ - val_de_acc = 0.729718875502008 04/12/2022 18:07:44 - INFO - __main__ - val_el_acc = 0.7132530120481928 04/12/2022 18:07:44 - INFO - __main__ - val_en_acc = 0.8140562248995984 04/12/2022 18:07:44 - INFO - __main__ - val_es_acc = 0.7526104417670683 04/12/2022 18:07:44 - INFO - __main__ - val_fr_acc = 0.7614457831325301 04/12/2022 18:07:44 - INFO - __main__ - val_hi_acc = 0.659437751004016 04/12/2022 18:07:44 - INFO - __main__ - val_ru_acc = 0.7060240963855422 04/12/2022 18:07:44 - INFO - __main__ - val_sw_acc = 0.6506024096385542 04/12/2022 18:07:44 - INFO - __main__ - val_th_acc = 0.6606425702811245 04/12/2022 18:07:44 - INFO - __main__ - val_tr_acc = 0.6875502008032128 04/12/2022 18:07:44 - INFO - __main__ - val_ur_acc = 0.6016064257028112 04/12/2022 18:07:44 - INFO - __main__ - val_vi_acc = 0.7160642570281125 04/12/2022 18:07:44 - INFO - __main__ - val_zh_acc = 0.7100401606425703 04/12/2022 18:07:44 - INFO - __main__ - val_avg_acc = 0.7040428380187417 04/12/2022 18:07:44 - INFO - __main__ - test_ar_acc = 0.6870259481037924 04/12/2022 18:07:44 - INFO - __main__ - test_bg_acc = 0.7305389221556886 04/12/2022 18:07:44 - INFO - __main__ - test_de_acc = 0.7305389221556886 04/12/2022 18:07:44 - INFO - __main__ - test_el_acc = 0.7193612774451098 04/12/2022 18:07:44 - INFO - __main__ - test_en_acc = 0.8201596806387226 04/12/2022 18:07:44 - INFO - __main__ - test_es_acc = 0.7542914171656686 04/12/2022 18:07:44 - INFO - __main__ - test_fr_acc = 0.7622754491017965 04/12/2022 18:07:44 - INFO - __main__ - test_hi_acc = 0.6656686626746507 04/12/2022 18:07:44 - INFO - __main__ - test_ru_acc = 0.7267465069860279 04/12/2022 18:07:44 - INFO - __main__ - test_sw_acc = 0.662874251497006 04/12/2022 18:07:44 - INFO - __main__ - test_th_acc = 0.6726546906187625 04/12/2022 18:07:44 - INFO - __main__ - test_tr_acc = 0.693812375249501 04/12/2022 18:07:44 - INFO - __main__ - test_ur_acc = 0.6135728542914172 04/12/2022 18:07:44 - INFO - __main__ - test_vi_acc = 0.7243512974051897 04/12/2022 18:07:44 - INFO - __main__ - test_zh_acc = 0.7069860279441118 04/12/2022 18:07:44 - INFO - __main__ - test_avg_acc = 0.7113905522288755 04/12/2022 18:07:45 - INFO - utils - remove old ckpt: xnli_right_avg_new/ckpt/step-55000-test_avg_acc-0.7113905522288755-val_avg_acc-0.7040428380187417 04/12/2022 18:07:45 - INFO - __main__ - ********** Evaluating Done ********** 04/12/2022 18:07:50 - INFO - __main__ - global_steps 55050 loss: 0.43320264 04/12/2022 18:07:54 - INFO - __main__ - global_steps 55100 loss: 0.46279329 04/12/2022 18:07:59 - INFO - __main__ - global_steps 55150 loss: 0.45062109 04/12/2022 18:08:03 - INFO - __main__ - global_steps 55200 loss: 0.38500391 04/12/2022 18:08:07 - INFO - __main__ - global_steps 55250 loss: 0.42984120 04/12/2022 18:08:12 - INFO - __main__ - global_steps 55300 loss: 0.40201062 04/12/2022 18:08:17 - INFO - __main__ - global_steps 55350 loss: 0.45649417 04/12/2022 18:08:21 - INFO - __main__ - global_steps 55400 loss: 0.43750263 04/12/2022 18:08:25 - INFO - __main__ - global_steps 55450 loss: 0.42081006 04/12/2022 18:08:30 - INFO - __main__ - global_steps 55500 loss: 0.47561878 04/12/2022 18:08:34 - INFO - __main__ - global_steps 55550 loss: 0.45147006 04/12/2022 18:08:39 - INFO - __main__ - global_steps 55600 loss: 0.36525427 04/12/2022 18:08:44 - INFO - __main__ - global_steps 55650 loss: 0.40916012 04/12/2022 18:08:48 - INFO - __main__ - global_steps 55700 loss: 0.46101317 04/12/2022 18:08:53 - INFO - __main__ - global_steps 55750 loss: 0.42330309 04/12/2022 18:08:58 - INFO - __main__ - global_steps 55800 loss: 0.45249927 04/12/2022 18:09:02 - INFO - __main__ - global_steps 55850 loss: 0.44631611 04/12/2022 18:09:07 - INFO - __main__ - global_steps 55900 loss: 0.43378359 04/12/2022 18:09:11 - INFO - __main__ - global_steps 55950 loss: 0.39299653 04/12/2022 18:09:16 - INFO - __main__ - global_steps 56000 loss: 0.44241879 04/12/2022 18:09:21 - INFO - __main__ - global_steps 56050 loss: 0.50007793 04/12/2022 18:09:26 - INFO - __main__ - global_steps 56100 loss: 0.44627279 04/12/2022 18:09:30 - INFO - __main__ - global_steps 56150 loss: 0.43652098 04/12/2022 18:09:35 - INFO - __main__ - global_steps 56200 loss: 0.40524368 04/12/2022 18:09:40 - INFO - __main__ - global_steps 56250 loss: 0.43470604 04/12/2022 18:09:44 - INFO - __main__ - global_steps 56300 loss: 0.38971084 04/12/2022 18:09:49 - INFO - __main__ - global_steps 56350 loss: 0.40324878 04/12/2022 18:09:53 - INFO - __main__ - global_steps 56400 loss: 0.48696458 04/12/2022 18:09:58 - INFO - __main__ - global_steps 56450 loss: 0.48966432 04/12/2022 18:10:03 - INFO - __main__ - global_steps 56500 loss: 0.39845601 04/12/2022 18:10:08 - INFO - __main__ - global_steps 56550 loss: 0.42099640 04/12/2022 18:10:12 - INFO - __main__ - global_steps 56600 loss: 0.42176289 04/12/2022 18:10:17 - INFO - __main__ - global_steps 56650 loss: 0.34831633 04/12/2022 18:10:21 - INFO - __main__ - global_steps 56700 loss: 0.45856439 04/12/2022 18:10:26 - INFO - __main__ - global_steps 56750 loss: 0.41785736 04/12/2022 18:10:31 - INFO - __main__ - global_steps 56800 loss: 0.38962469 04/12/2022 18:10:35 - INFO - __main__ - global_steps 56850 loss: 0.48630723 04/12/2022 18:10:40 - INFO - __main__ - global_steps 56900 loss: 0.46720097 04/12/2022 18:10:44 - INFO - __main__ - global_steps 56950 loss: 0.45649165 04/12/2022 18:10:49 - INFO - __main__ - global_steps 57000 loss: 0.48282137 04/12/2022 18:10:54 - INFO - __main__ - global_steps 57050 loss: 0.38913642 04/12/2022 18:10:59 - INFO - __main__ - global_steps 57100 loss: 0.39431265 04/12/2022 18:11:03 - INFO - __main__ - global_steps 57150 loss: 0.46964754 04/12/2022 18:11:08 - INFO - __main__ - global_steps 57200 loss: 0.47944844 04/12/2022 18:11:13 - INFO - __main__ - global_steps 57250 loss: 0.45500344 04/12/2022 18:11:17 - INFO - __main__ - global_steps 57300 loss: 0.47846957 04/12/2022 18:11:22 - INFO - __main__ - global_steps 57350 loss: 0.35358109 04/12/2022 18:11:27 - INFO - __main__ - global_steps 57400 loss: 0.39432453 04/12/2022 18:11:31 - INFO - __main__ - global_steps 57450 loss: 0.35768723 04/12/2022 18:11:36 - INFO - __main__ - global_steps 57500 loss: 0.44134894 04/12/2022 18:11:36 - INFO - __main__ - ********** Running evaluating ********** 04/12/2022 18:11:40 - INFO - __main__ - ########## val_ar_acc 0.6823293172690763 ########## 04/12/2022 18:11:45 - INFO - __main__ - ########## val_bg_acc 0.7289156626506024 ########## 04/12/2022 18:11:50 - INFO - __main__ - ########## val_de_acc 0.7337349397590361 ########## 04/12/2022 18:11:54 - INFO - __main__ - ########## val_el_acc 0.7188755020080321 ########## 04/12/2022 18:11:59 - INFO - __main__ - ########## val_en_acc 0.8120481927710843 ########## 04/12/2022 18:12:04 - INFO - __main__ - ########## val_es_acc 0.7650602409638554 ########## 04/12/2022 18:12:08 - INFO - __main__ - ########## val_fr_acc 0.7690763052208835 ########## 04/12/2022 18:12:13 - INFO - __main__ - ########## val_hi_acc 0.6598393574297189 ########## 04/12/2022 18:12:18 - INFO - __main__ - ########## val_ru_acc 0.7032128514056225 ########## 04/12/2022 18:12:22 - INFO - __main__ - ########## val_sw_acc 0.6502008032128515 ########## 04/12/2022 18:12:27 - INFO - __main__ - ########## val_th_acc 0.6791164658634539 ########## 04/12/2022 18:12:31 - INFO - __main__ - ########## val_tr_acc 0.6919678714859437 ########## 04/12/2022 18:12:36 - INFO - __main__ - ########## val_ur_acc 0.6080321285140562 ########## 04/12/2022 18:12:40 - INFO - __main__ - ########## val_vi_acc 0.7188755020080321 ########## 04/12/2022 18:12:44 - INFO - __main__ - ########## val_zh_acc 0.7200803212851405 ########## 04/12/2022 18:12:54 - INFO - __main__ - ########## test_ar_acc 0.688622754491018 ########## 04/12/2022 18:13:03 - INFO - __main__ - ########## test_bg_acc 0.7371257485029941 ########## 04/12/2022 18:13:12 - INFO - __main__ - ########## test_de_acc 0.7391217564870259 ########## 04/12/2022 18:13:22 - INFO - __main__ - ########## test_el_acc 0.7297405189620758 ########## 04/12/2022 18:13:31 - INFO - __main__ - ########## test_en_acc 0.8229540918163673 ########## 04/12/2022 18:13:40 - INFO - __main__ - ########## test_es_acc 0.7618762475049901 ########## 04/12/2022 18:13:49 - INFO - __main__ - ########## test_fr_acc 0.7630738522954091 ########## 04/12/2022 18:13:59 - INFO - __main__ - ########## test_hi_acc 0.6636726546906188 ########## 04/12/2022 18:14:08 - INFO - __main__ - ########## test_ru_acc 0.7237524950099801 ########## 04/12/2022 18:14:17 - INFO - __main__ - ########## test_sw_acc 0.668063872255489 ########## 04/12/2022 18:14:26 - INFO - __main__ - ########## test_th_acc 0.687624750499002 ########## 04/12/2022 18:14:35 - INFO - __main__ - ########## test_tr_acc 0.6872255489021956 ########## 04/12/2022 18:14:44 - INFO - __main__ - ########## test_ur_acc 0.6199600798403193 ########## 04/12/2022 18:14:54 - INFO - __main__ - ########## test_vi_acc 0.7331337325349302 ########## 04/12/2022 18:15:03 - INFO - __main__ - ########## test_zh_acc 0.7107784431137725 ########## 04/12/2022 18:15:03 - INFO - __main__ - val_ar_acc = 0.6823293172690763 04/12/2022 18:15:03 - INFO - __main__ - val_bg_acc = 0.7289156626506024 04/12/2022 18:15:03 - INFO - __main__ - val_de_acc = 0.7337349397590361 04/12/2022 18:15:03 - INFO - __main__ - val_el_acc = 0.7188755020080321 04/12/2022 18:15:03 - INFO - __main__ - val_en_acc = 0.8120481927710843 04/12/2022 18:15:03 - INFO - __main__ - val_es_acc = 0.7650602409638554 04/12/2022 18:15:03 - INFO - __main__ - val_fr_acc = 0.7690763052208835 04/12/2022 18:15:03 - INFO - __main__ - val_hi_acc = 0.6598393574297189 04/12/2022 18:15:03 - INFO - __main__ - val_ru_acc = 0.7032128514056225 04/12/2022 18:15:03 - INFO - __main__ - val_sw_acc = 0.6502008032128515 04/12/2022 18:15:03 - INFO - __main__ - val_th_acc = 0.6791164658634539 04/12/2022 18:15:03 - INFO - __main__ - val_tr_acc = 0.6919678714859437 04/12/2022 18:15:03 - INFO - __main__ - val_ur_acc = 0.6080321285140562 04/12/2022 18:15:03 - INFO - __main__ - val_vi_acc = 0.7188755020080321 04/12/2022 18:15:03 - INFO - __main__ - val_zh_acc = 0.7200803212851405 04/12/2022 18:15:03 - INFO - __main__ - val_avg_acc = 0.7094243641231591 04/12/2022 18:15:03 - INFO - __main__ - test_ar_acc = 0.688622754491018 04/12/2022 18:15:03 - INFO - __main__ - test_bg_acc = 0.7371257485029941 04/12/2022 18:15:03 - INFO - __main__ - test_de_acc = 0.7391217564870259 04/12/2022 18:15:03 - INFO - __main__ - test_el_acc = 0.7297405189620758 04/12/2022 18:15:03 - INFO - __main__ - test_en_acc = 0.8229540918163673 04/12/2022 18:15:03 - INFO - __main__ - test_es_acc = 0.7618762475049901 04/12/2022 18:15:03 - INFO - __main__ - test_fr_acc = 0.7630738522954091 04/12/2022 18:15:03 - INFO - __main__ - test_hi_acc = 0.6636726546906188 04/12/2022 18:15:03 - INFO - __main__ - test_ru_acc = 0.7237524950099801 04/12/2022 18:15:03 - INFO - __main__ - test_sw_acc = 0.668063872255489 04/12/2022 18:15:03 - INFO - __main__ - test_th_acc = 0.687624750499002 04/12/2022 18:15:03 - INFO - __main__ - test_tr_acc = 0.6872255489021956 04/12/2022 18:15:03 - INFO - __main__ - test_ur_acc = 0.6199600798403193 04/12/2022 18:15:03 - INFO - __main__ - test_vi_acc = 0.7331337325349302 04/12/2022 18:15:03 - INFO - __main__ - test_zh_acc = 0.7107784431137725 04/12/2022 18:15:03 - INFO - __main__ - test_avg_acc = 0.715781769793746 04/12/2022 18:15:04 - INFO - utils - remove old ckpt: xnli_right_avg_new/ckpt/step-57500-test_avg_acc-0.715781769793746-val_avg_acc-0.7094243641231591 04/12/2022 18:15:04 - INFO - __main__ - ********** Evaluating Done ********** 04/12/2022 18:15:09 - INFO - __main__ - global_steps 57550 loss: 0.38601174 04/12/2022 18:15:14 - INFO - __main__ - global_steps 57600 loss: 0.42668401 04/12/2022 18:15:18 - INFO - __main__ - global_steps 57650 loss: 0.41537027 04/12/2022 18:15:23 - INFO - __main__ - global_steps 57700 loss: 0.45823789 04/12/2022 18:15:28 - INFO - __main__ - global_steps 57750 loss: 0.46148397 04/12/2022 18:15:32 - INFO - __main__ - global_steps 57800 loss: 0.43852201 04/12/2022 18:15:37 - INFO - __main__ - global_steps 57850 loss: 0.41352665 04/12/2022 18:15:41 - INFO - __main__ - global_steps 57900 loss: 0.42901780 04/12/2022 18:15:46 - INFO - __main__ - global_steps 57950 loss: 0.39558867 04/12/2022 18:15:51 - INFO - __main__ - global_steps 58000 loss: 0.36442530 04/12/2022 18:15:55 - INFO - __main__ - global_steps 58050 loss: 0.47073601 04/12/2022 18:16:00 - INFO - __main__ - global_steps 58100 loss: 0.39401290 04/12/2022 18:16:04 - INFO - __main__ - global_steps 58150 loss: 0.50031409 04/12/2022 18:16:09 - INFO - __main__ - global_steps 58200 loss: 0.48348139 04/12/2022 18:16:14 - INFO - __main__ - global_steps 58250 loss: 0.43765733 04/12/2022 18:16:19 - INFO - __main__ - global_steps 58300 loss: 0.38853695 04/12/2022 18:16:23 - INFO - __main__ - global_steps 58350 loss: 0.38069519 04/12/2022 18:16:28 - INFO - __main__ - global_steps 58400 loss: 0.39333872 04/12/2022 18:16:33 - INFO - __main__ - global_steps 58450 loss: 0.41410079 04/12/2022 18:16:37 - INFO - __main__ - global_steps 58500 loss: 0.47628595 04/12/2022 18:16:42 - INFO - __main__ - global_steps 58550 loss: 0.43543283 04/12/2022 18:16:47 - INFO - __main__ - global_steps 58600 loss: 0.41262048 04/12/2022 18:16:51 - INFO - __main__ - global_steps 58650 loss: 0.49119067 04/12/2022 18:16:56 - INFO - __main__ - global_steps 58700 loss: 0.35051358 04/12/2022 18:17:01 - INFO - __main__ - global_steps 58750 loss: 0.39116335 04/12/2022 18:17:05 - INFO - __main__ - global_steps 58800 loss: 0.43818895 04/12/2022 18:17:10 - INFO - __main__ - global_steps 58850 loss: 0.35737819 04/12/2022 18:17:15 - INFO - __main__ - global_steps 58900 loss: 0.40392752 04/12/2022 18:17:20 - INFO - __main__ - global_steps 58950 loss: 0.47342498 04/12/2022 18:17:24 - INFO - __main__ - global_steps 59000 loss: 0.40689013 04/12/2022 18:17:29 - INFO - __main__ - global_steps 59050 loss: 0.38621069 04/12/2022 18:17:34 - INFO - __main__ - global_steps 59100 loss: 0.44768463 04/12/2022 18:17:38 - INFO - __main__ - global_steps 59150 loss: 0.41342050 04/12/2022 18:17:43 - INFO - __main__ - global_steps 59200 loss: 0.40693594 04/12/2022 18:17:48 - INFO - __main__ - global_steps 59250 loss: 0.43081607 04/12/2022 18:17:52 - INFO - __main__ - global_steps 59300 loss: 0.39619285 04/12/2022 18:17:57 - INFO - __main__ - global_steps 59350 loss: 0.46863310 04/12/2022 18:18:02 - INFO - __main__ - global_steps 59400 loss: 0.40321884 04/12/2022 18:18:06 - INFO - __main__ - global_steps 59450 loss: 0.35822666 04/12/2022 18:18:11 - INFO - __main__ - global_steps 59500 loss: 0.38465995 04/12/2022 18:18:16 - INFO - __main__ - global_steps 59550 loss: 0.43792124 04/12/2022 18:18:20 - INFO - __main__ - global_steps 59600 loss: 0.40214330 04/12/2022 18:18:25 - INFO - __main__ - global_steps 59650 loss: 0.40438438 04/12/2022 18:18:30 - INFO - __main__ - global_steps 59700 loss: 0.39801661 04/12/2022 18:18:35 - INFO - __main__ - global_steps 59750 loss: 0.46242963 04/12/2022 18:18:39 - INFO - __main__ - global_steps 59800 loss: 0.40046809 04/12/2022 18:18:44 - INFO - __main__ - global_steps 59850 loss: 0.50532576 04/12/2022 18:18:49 - INFO - __main__ - global_steps 59900 loss: 0.41011400 04/12/2022 18:18:53 - INFO - __main__ - global_steps 59950 loss: 0.38637030 04/12/2022 18:18:58 - INFO - __main__ - global_steps 60000 loss: 0.43276839 04/12/2022 18:18:58 - INFO - __main__ - ********** Running evaluating ********** 04/12/2022 18:19:02 - INFO - __main__ - ########## val_ar_acc 0.7 ########## 04/12/2022 18:19:07 - INFO - __main__ - ########## val_bg_acc 0.7385542168674699 ########## 04/12/2022 18:19:12 - INFO - __main__ - ########## val_de_acc 0.7497991967871486 ########## 04/12/2022 18:19:16 - INFO - __main__ - ########## val_el_acc 0.7325301204819277 ########## 04/12/2022 18:19:21 - INFO - __main__ - ########## val_en_acc 0.8228915662650602 ########## 04/12/2022 18:19:25 - INFO - __main__ - ########## val_es_acc 0.7759036144578313 ########## 04/12/2022 18:19:30 - INFO - __main__ - ########## val_fr_acc 0.7738955823293173 ########## 04/12/2022 18:19:35 - INFO - __main__ - ########## val_hi_acc 0.6775100401606425 ########## 04/12/2022 18:19:40 - INFO - __main__ - ########## val_ru_acc 0.7232931726907631 ########## 04/12/2022 18:19:44 - INFO - __main__ - ########## val_sw_acc 0.6634538152610442 ########## 04/12/2022 18:19:48 - INFO - __main__ - ########## val_th_acc 0.6730923694779116 ########## 04/12/2022 18:19:53 - INFO - __main__ - ########## val_tr_acc 0.7024096385542169 ########## 04/12/2022 18:19:58 - INFO - __main__ - ########## val_ur_acc 0.6317269076305221 ########## 04/12/2022 18:20:02 - INFO - __main__ - ########## val_vi_acc 0.7265060240963855 ########## 04/12/2022 18:20:07 - INFO - __main__ - ########## val_zh_acc 0.7289156626506024 ########## 04/12/2022 18:20:16 - INFO - __main__ - ########## test_ar_acc 0.7037924151696606 ########## 04/12/2022 18:20:25 - INFO - __main__ - ########## test_bg_acc 0.7522954091816367 ########## 04/12/2022 18:20:35 - INFO - __main__ - ########## test_de_acc 0.7477045908183633 ########## 04/12/2022 18:20:44 - INFO - __main__ - ########## test_el_acc 0.7417165668662674 ########## 04/12/2022 18:20:53 - INFO - __main__ - ########## test_en_acc 0.831936127744511 ########## 04/12/2022 18:21:02 - INFO - __main__ - ########## test_es_acc 0.7720558882235529 ########## 04/12/2022 18:21:12 - INFO - __main__ - ########## test_fr_acc 0.7684630738522954 ########## 04/12/2022 18:21:22 - INFO - __main__ - ########## test_hi_acc 0.6754491017964072 ########## 04/12/2022 18:21:31 - INFO - __main__ - ########## test_ru_acc 0.7375249500998003 ########## 04/12/2022 18:21:40 - INFO - __main__ - ########## test_sw_acc 0.6812375249500998 ########## 04/12/2022 18:21:49 - INFO - __main__ - ########## test_th_acc 0.6796407185628742 ########## 04/12/2022 18:21:58 - INFO - __main__ - ########## test_tr_acc 0.7053892215568862 ########## 04/12/2022 18:22:08 - INFO - __main__ - ########## test_ur_acc 0.6293413173652694 ########## 04/12/2022 18:22:17 - INFO - __main__ - ########## test_vi_acc 0.7303393213572854 ########## 04/12/2022 18:22:26 - INFO - __main__ - ########## test_zh_acc 0.7169660678642714 ########## 04/12/2022 18:22:26 - INFO - __main__ - val_ar_acc = 0.7 04/12/2022 18:22:26 - INFO - __main__ - val_bg_acc = 0.7385542168674699 04/12/2022 18:22:26 - INFO - __main__ - val_de_acc = 0.7497991967871486 04/12/2022 18:22:26 - INFO - __main__ - val_el_acc = 0.7325301204819277 04/12/2022 18:22:26 - INFO - __main__ - val_en_acc = 0.8228915662650602 04/12/2022 18:22:26 - INFO - __main__ - val_es_acc = 0.7759036144578313 04/12/2022 18:22:26 - INFO - __main__ - val_fr_acc = 0.7738955823293173 04/12/2022 18:22:26 - INFO - __main__ - val_hi_acc = 0.6775100401606425 04/12/2022 18:22:26 - INFO - __main__ - val_ru_acc = 0.7232931726907631 04/12/2022 18:22:26 - INFO - __main__ - val_sw_acc = 0.6634538152610442 04/12/2022 18:22:26 - INFO - __main__ - val_th_acc = 0.6730923694779116 04/12/2022 18:22:26 - INFO - __main__ - val_tr_acc = 0.7024096385542169 04/12/2022 18:22:26 - INFO - __main__ - val_ur_acc = 0.6317269076305221 04/12/2022 18:22:26 - INFO - __main__ - val_vi_acc = 0.7265060240963855 04/12/2022 18:22:26 - INFO - __main__ - val_zh_acc = 0.7289156626506024 04/12/2022 18:22:26 - INFO - __main__ - val_avg_acc = 0.7213654618473896 04/12/2022 18:22:27 - INFO - __main__ - test_ar_acc = 0.7037924151696606 04/12/2022 18:22:27 - INFO - __main__ - test_bg_acc = 0.7522954091816367 04/12/2022 18:22:27 - INFO - __main__ - test_de_acc = 0.7477045908183633 04/12/2022 18:22:27 - INFO - __main__ - test_el_acc = 0.7417165668662674 04/12/2022 18:22:27 - INFO - __main__ - test_en_acc = 0.831936127744511 04/12/2022 18:22:27 - INFO - __main__ - test_es_acc = 0.7720558882235529 04/12/2022 18:22:27 - INFO - __main__ - test_fr_acc = 0.7684630738522954 04/12/2022 18:22:27 - INFO - __main__ - test_hi_acc = 0.6754491017964072 04/12/2022 18:22:27 - INFO - __main__ - test_ru_acc = 0.7375249500998003 04/12/2022 18:22:27 - INFO - __main__ - test_sw_acc = 0.6812375249500998 04/12/2022 18:22:27 - INFO - __main__ - test_th_acc = 0.6796407185628742 04/12/2022 18:22:27 - INFO - __main__ - test_tr_acc = 0.7053892215568862 04/12/2022 18:22:27 - INFO - __main__ - test_ur_acc = 0.6293413173652694 04/12/2022 18:22:27 - INFO - __main__ - test_vi_acc = 0.7303393213572854 04/12/2022 18:22:27 - INFO - __main__ - test_zh_acc = 0.7169660678642714 04/12/2022 18:22:27 - INFO - __main__ - test_avg_acc = 0.7249234863606122 04/12/2022 18:22:28 - INFO - utils - remove old ckpt: xnli_right_avg_new/ckpt/step-35000-test_avg_acc-0.7196673320026614-val_avg_acc-0.7167336010709504 04/12/2022 18:22:28 - INFO - __main__ - ********** Evaluating Done ********** 04/12/2022 18:22:33 - INFO - __main__ - global_steps 60050 loss: 0.37733663 04/12/2022 18:22:37 - INFO - __main__ - global_steps 60100 loss: 0.36717217 04/12/2022 18:22:42 - INFO - __main__ - global_steps 60150 loss: 0.46360419 04/12/2022 18:22:47 - INFO - __main__ - global_steps 60200 loss: 0.48471548 04/12/2022 18:22:51 - INFO - __main__ - global_steps 60250 loss: 0.42605917 04/12/2022 18:22:56 - INFO - __main__ - global_steps 60300 loss: 0.47674007 04/12/2022 18:23:01 - INFO - __main__ - global_steps 60350 loss: 0.41520404 04/12/2022 18:23:06 - INFO - __main__ - global_steps 60400 loss: 0.40868936 04/12/2022 18:23:10 - INFO - __main__ - global_steps 60450 loss: 0.41791354 04/12/2022 18:23:15 - INFO - __main__ - global_steps 60500 loss: 0.37950855 04/12/2022 18:23:20 - INFO - __main__ - global_steps 60550 loss: 0.38305118 04/12/2022 18:23:24 - INFO - __main__ - global_steps 60600 loss: 0.34517781 04/12/2022 18:23:29 - INFO - __main__ - global_steps 60650 loss: 0.48490966 04/12/2022 18:23:34 - INFO - __main__ - global_steps 60700 loss: 0.42732602 04/12/2022 18:23:38 - INFO - __main__ - global_steps 60750 loss: 0.46467302 04/12/2022 18:23:43 - INFO - __main__ - global_steps 60800 loss: 0.47342129 04/12/2022 18:23:48 - INFO - __main__ - global_steps 60850 loss: 0.48426353 04/12/2022 18:23:52 - INFO - __main__ - global_steps 60900 loss: 0.37935808 04/12/2022 18:23:57 - INFO - __main__ - global_steps 60950 loss: 0.48931289 04/12/2022 18:24:02 - INFO - __main__ - global_steps 61000 loss: 0.44858851 04/12/2022 18:24:06 - INFO - __main__ - global_steps 61050 loss: 0.37384301 04/12/2022 18:24:11 - INFO - __main__ - global_steps 61100 loss: 0.38832703 04/12/2022 18:24:16 - INFO - __main__ - global_steps 61150 loss: 0.46361541 04/12/2022 18:24:20 - INFO - __main__ - global_steps 61200 loss: 0.46753768 04/12/2022 18:24:25 - INFO - __main__ - global_steps 61250 loss: 0.39520975 04/12/2022 18:24:30 - INFO - __main__ - global_steps 61300 loss: 0.36639224 04/12/2022 18:24:34 - INFO - __main__ - global_steps 61350 loss: 0.39073433 04/12/2022 18:24:39 - INFO - __main__ - global_steps 61400 loss: 0.39484333 04/12/2022 18:24:44 - INFO - __main__ - global_steps 61450 loss: 0.43370356 04/12/2022 18:24:48 - INFO - __main__ - global_steps 61500 loss: 0.39412160 04/12/2022 18:24:53 - INFO - __main__ - global_steps 61550 loss: 0.44202047 04/12/2022 18:24:58 - INFO - __main__ - global_steps 61600 loss: 0.41025647 04/12/2022 18:25:02 - INFO - __main__ - global_steps 61650 loss: 0.48619722 04/12/2022 18:25:07 - INFO - __main__ - global_steps 61700 loss: 0.53137040 04/12/2022 18:25:12 - INFO - __main__ - global_steps 61750 loss: 0.42081444 04/12/2022 18:25:16 - INFO - __main__ - global_steps 61800 loss: 0.45856523 04/12/2022 18:25:21 - INFO - __main__ - global_steps 61850 loss: 0.38750333 04/12/2022 18:25:26 - INFO - __main__ - global_steps 61900 loss: 0.42564488 04/12/2022 18:25:30 - INFO - __main__ - global_steps 61950 loss: 0.40454501 04/12/2022 18:25:35 - INFO - __main__ - global_steps 62000 loss: 0.41726429 04/12/2022 18:25:40 - INFO - __main__ - global_steps 62050 loss: 0.40227838 04/12/2022 18:25:44 - INFO - __main__ - global_steps 62100 loss: 0.44554629 04/12/2022 18:25:49 - INFO - __main__ - global_steps 62150 loss: 0.41327484 04/12/2022 18:25:54 - INFO - __main__ - global_steps 62200 loss: 0.41203691 04/12/2022 18:25:58 - INFO - __main__ - global_steps 62250 loss: 0.44888073 04/12/2022 18:26:03 - INFO - __main__ - global_steps 62300 loss: 0.37968697 04/12/2022 18:26:08 - INFO - __main__ - global_steps 62350 loss: 0.44187900 04/12/2022 18:26:12 - INFO - __main__ - global_steps 62400 loss: 0.48923858 04/12/2022 18:26:17 - INFO - __main__ - global_steps 62450 loss: 0.39154120 04/12/2022 18:26:22 - INFO - __main__ - global_steps 62500 loss: 0.45308744 04/12/2022 18:26:22 - INFO - __main__ - ********** Running evaluating ********** 04/12/2022 18:26:26 - INFO - __main__ - ########## val_ar_acc 0.678714859437751 ########## 04/12/2022 18:26:31 - INFO - __main__ - ########## val_bg_acc 0.721285140562249 ########## 04/12/2022 18:26:36 - INFO - __main__ - ########## val_de_acc 0.727710843373494 ########## 04/12/2022 18:26:40 - INFO - __main__ - ########## val_el_acc 0.7072289156626506 ########## 04/12/2022 18:26:45 - INFO - __main__ - ########## val_en_acc 0.8216867469879519 ########## 04/12/2022 18:26:49 - INFO - __main__ - ########## val_es_acc 0.7606425702811245 ########## 04/12/2022 18:26:54 - INFO - __main__ - ########## val_fr_acc 0.7522088353413655 ########## 04/12/2022 18:26:59 - INFO - __main__ - ########## val_hi_acc 0.6481927710843374 ########## 04/12/2022 18:27:03 - INFO - __main__ - ########## val_ru_acc 0.6967871485943775 ########## 04/12/2022 18:27:08 - INFO - __main__ - ########## val_sw_acc 0.6558232931726907 ########## 04/12/2022 18:27:12 - INFO - __main__ - ########## val_th_acc 0.6602409638554216 ########## 04/12/2022 18:27:17 - INFO - __main__ - ########## val_tr_acc 0.6714859437751004 ########## 04/12/2022 18:27:22 - INFO - __main__ - ########## val_ur_acc 0.6060240963855422 ########## 04/12/2022 18:27:26 - INFO - __main__ - ########## val_vi_acc 0.7100401606425703 ########## 04/12/2022 18:27:31 - INFO - __main__ - ########## val_zh_acc 0.7072289156626506 ########## 04/12/2022 18:27:40 - INFO - __main__ - ########## test_ar_acc 0.6832335329341317 ########## 04/12/2022 18:27:49 - INFO - __main__ - ########## test_bg_acc 0.7247504990019961 ########## 04/12/2022 18:27:58 - INFO - __main__ - ########## test_de_acc 0.7215568862275449 ########## 04/12/2022 18:28:08 - INFO - __main__ - ########## test_el_acc 0.7145708582834331 ########## 04/12/2022 18:28:17 - INFO - __main__ - ########## test_en_acc 0.8197604790419162 ########## 04/12/2022 18:28:26 - INFO - __main__ - ########## test_es_acc 0.7574850299401198 ########## 04/12/2022 18:28:36 - INFO - __main__ - ########## test_fr_acc 0.7489021956087825 ########## 04/12/2022 18:28:46 - INFO - __main__ - ########## test_hi_acc 0.6582834331337325 ########## 04/12/2022 18:28:55 - INFO - __main__ - ########## test_ru_acc 0.7171656686626746 ########## 04/12/2022 18:29:04 - INFO - __main__ - ########## test_sw_acc 0.6558882235528942 ########## 04/12/2022 18:29:13 - INFO - __main__ - ########## test_th_acc 0.6612774451097805 ########## 04/12/2022 18:29:22 - INFO - __main__ - ########## test_tr_acc 0.6848303393213573 ########## 04/12/2022 18:29:32 - INFO - __main__ - ########## test_ur_acc 0.6091816367265469 ########## 04/12/2022 18:29:41 - INFO - __main__ - ########## test_vi_acc 0.7153692614770459 ########## 04/12/2022 18:29:50 - INFO - __main__ - ########## test_zh_acc 0.7019960079840319 ########## 04/12/2022 18:29:50 - INFO - __main__ - val_ar_acc = 0.678714859437751 04/12/2022 18:29:50 - INFO - __main__ - val_bg_acc = 0.721285140562249 04/12/2022 18:29:50 - INFO - __main__ - val_de_acc = 0.727710843373494 04/12/2022 18:29:50 - INFO - __main__ - val_el_acc = 0.7072289156626506 04/12/2022 18:29:50 - INFO - __main__ - val_en_acc = 0.8216867469879519 04/12/2022 18:29:50 - INFO - __main__ - val_es_acc = 0.7606425702811245 04/12/2022 18:29:50 - INFO - __main__ - val_fr_acc = 0.7522088353413655 04/12/2022 18:29:50 - INFO - __main__ - val_hi_acc = 0.6481927710843374 04/12/2022 18:29:50 - INFO - __main__ - val_ru_acc = 0.6967871485943775 04/12/2022 18:29:50 - INFO - __main__ - val_sw_acc = 0.6558232931726907 04/12/2022 18:29:50 - INFO - __main__ - val_th_acc = 0.6602409638554216 04/12/2022 18:29:50 - INFO - __main__ - val_tr_acc = 0.6714859437751004 04/12/2022 18:29:50 - INFO - __main__ - val_ur_acc = 0.6060240963855422 04/12/2022 18:29:50 - INFO - __main__ - val_vi_acc = 0.7100401606425703 04/12/2022 18:29:50 - INFO - __main__ - val_zh_acc = 0.7072289156626506 04/12/2022 18:29:50 - INFO - __main__ - val_avg_acc = 0.7016867469879519 04/12/2022 18:29:50 - INFO - __main__ - test_ar_acc = 0.6832335329341317 04/12/2022 18:29:50 - INFO - __main__ - test_bg_acc = 0.7247504990019961 04/12/2022 18:29:50 - INFO - __main__ - test_de_acc = 0.7215568862275449 04/12/2022 18:29:50 - INFO - __main__ - test_el_acc = 0.7145708582834331 04/12/2022 18:29:50 - INFO - __main__ - test_en_acc = 0.8197604790419162 04/12/2022 18:29:50 - INFO - __main__ - test_es_acc = 0.7574850299401198 04/12/2022 18:29:50 - INFO - __main__ - test_fr_acc = 0.7489021956087825 04/12/2022 18:29:50 - INFO - __main__ - test_hi_acc = 0.6582834331337325 04/12/2022 18:29:50 - INFO - __main__ - test_ru_acc = 0.7171656686626746 04/12/2022 18:29:50 - INFO - __main__ - test_sw_acc = 0.6558882235528942 04/12/2022 18:29:50 - INFO - __main__ - test_th_acc = 0.6612774451097805 04/12/2022 18:29:50 - INFO - __main__ - test_tr_acc = 0.6848303393213573 04/12/2022 18:29:50 - INFO - __main__ - test_ur_acc = 0.6091816367265469 04/12/2022 18:29:50 - INFO - __main__ - test_vi_acc = 0.7153692614770459 04/12/2022 18:29:50 - INFO - __main__ - test_zh_acc = 0.7019960079840319 04/12/2022 18:29:50 - INFO - __main__ - test_avg_acc = 0.7049500998003991 04/12/2022 18:29:51 - INFO - utils - remove old ckpt: xnli_right_avg_new/ckpt/step-62500-test_avg_acc-0.7049500998003991-val_avg_acc-0.7016867469879519 04/12/2022 18:29:51 - INFO - __main__ - ********** Evaluating Done ********** 04/12/2022 18:29:56 - INFO - __main__ - global_steps 62550 loss: 0.40597209 04/12/2022 18:30:01 - INFO - __main__ - global_steps 62600 loss: 0.38632894 04/12/2022 18:30:06 - INFO - __main__ - global_steps 62650 loss: 0.44528151 04/12/2022 18:30:10 - INFO - __main__ - global_steps 62700 loss: 0.35808049 04/12/2022 18:30:15 - INFO - __main__ - global_steps 62750 loss: 0.44818416 04/12/2022 18:30:19 - INFO - __main__ - global_steps 62800 loss: 0.41483725 04/12/2022 18:30:23 - INFO - __main__ - global_steps 62850 loss: 0.41125005 04/12/2022 18:30:28 - INFO - __main__ - global_steps 62900 loss: 0.40539409 04/12/2022 18:30:33 - INFO - __main__ - global_steps 62950 loss: 0.41463025 04/12/2022 18:30:37 - INFO - __main__ - global_steps 63000 loss: 0.41790406 04/12/2022 18:30:42 - INFO - __main__ - global_steps 63050 loss: 0.40125381 04/12/2022 18:30:47 - INFO - __main__ - global_steps 63100 loss: 0.45305450 04/12/2022 18:30:51 - INFO - __main__ - global_steps 63150 loss: 0.42887722 04/12/2022 18:30:56 - INFO - __main__ - global_steps 63200 loss: 0.42384304 04/12/2022 18:31:01 - INFO - __main__ - global_steps 63250 loss: 0.35787107 04/12/2022 18:31:05 - INFO - __main__ - global_steps 63300 loss: 0.39892627 04/12/2022 18:31:10 - INFO - __main__ - global_steps 63350 loss: 0.38859502 04/12/2022 18:31:15 - INFO - __main__ - global_steps 63400 loss: 0.42369093 04/12/2022 18:31:19 - INFO - __main__ - global_steps 63450 loss: 0.41308364 04/12/2022 18:31:24 - INFO - __main__ - global_steps 63500 loss: 0.37433789 04/12/2022 18:31:29 - INFO - __main__ - global_steps 63550 loss: 0.43413270 04/12/2022 18:31:33 - INFO - __main__ - global_steps 63600 loss: 0.44926391 04/12/2022 18:31:38 - INFO - __main__ - global_steps 63650 loss: 0.43073997 04/12/2022 18:31:43 - INFO - __main__ - global_steps 63700 loss: 0.37072807 04/12/2022 18:31:47 - INFO - __main__ - global_steps 63750 loss: 0.40219660 04/12/2022 18:31:52 - INFO - __main__ - global_steps 63800 loss: 0.43133953 04/12/2022 18:31:57 - INFO - __main__ - global_steps 63850 loss: 0.39438926 04/12/2022 18:32:01 - INFO - __main__ - global_steps 63900 loss: 0.35900754 04/12/2022 18:32:06 - INFO - __main__ - global_steps 63950 loss: 0.43761930 04/12/2022 18:32:11 - INFO - __main__ - global_steps 64000 loss: 0.40040852 04/12/2022 18:32:15 - INFO - __main__ - global_steps 64050 loss: 0.38616582 04/12/2022 18:32:20 - INFO - __main__ - global_steps 64100 loss: 0.37405966 04/12/2022 18:32:25 - INFO - __main__ - global_steps 64150 loss: 0.43482177 04/12/2022 18:32:29 - INFO - __main__ - global_steps 64200 loss: 0.51742226 04/12/2022 18:32:34 - INFO - __main__ - global_steps 64250 loss: 0.41793135 04/12/2022 18:32:39 - INFO - __main__ - global_steps 64300 loss: 0.44030349 04/12/2022 18:32:43 - INFO - __main__ - global_steps 64350 loss: 0.38956015 04/12/2022 18:32:48 - INFO - __main__ - global_steps 64400 loss: 0.39309196 04/12/2022 18:32:53 - INFO - __main__ - global_steps 64450 loss: 0.45677280 04/12/2022 18:32:58 - INFO - __main__ - global_steps 64500 loss: 0.42043091 04/12/2022 18:33:02 - INFO - __main__ - global_steps 64550 loss: 0.31384884 04/12/2022 18:33:07 - INFO - __main__ - global_steps 64600 loss: 0.42777312 04/12/2022 18:33:12 - INFO - __main__ - global_steps 64650 loss: 0.44512980 04/12/2022 18:33:16 - INFO - __main__ - global_steps 64700 loss: 0.42272401 04/12/2022 18:33:21 - INFO - __main__ - global_steps 64750 loss: 0.41240500 04/12/2022 18:33:26 - INFO - __main__ - global_steps 64800 loss: 0.42488694 04/12/2022 18:33:30 - INFO - __main__ - global_steps 64850 loss: 0.40006348 04/12/2022 18:33:35 - INFO - __main__ - global_steps 64900 loss: 0.38664080 04/12/2022 18:33:40 - INFO - __main__ - global_steps 64950 loss: 0.46117636 04/12/2022 18:33:44 - INFO - __main__ - global_steps 65000 loss: 0.47289383 04/12/2022 18:33:44 - INFO - __main__ - ********** Running evaluating ********** 04/12/2022 18:33:49 - INFO - __main__ - ########## val_ar_acc 0.6931726907630522 ########## 04/12/2022 18:33:54 - INFO - __main__ - ########## val_bg_acc 0.7317269076305221 ########## 04/12/2022 18:33:58 - INFO - __main__ - ########## val_de_acc 0.7530120481927711 ########## 04/12/2022 18:34:03 - INFO - __main__ - ########## val_el_acc 0.7240963855421687 ########## 04/12/2022 18:34:07 - INFO - __main__ - ########## val_en_acc 0.8248995983935743 ########## 04/12/2022 18:34:12 - INFO - __main__ - ########## val_es_acc 0.7734939759036145 ########## 04/12/2022 18:34:16 - INFO - __main__ - ########## val_fr_acc 0.7598393574297189 ########## 04/12/2022 18:34:21 - INFO - __main__ - ########## val_hi_acc 0.6710843373493975 ########## 04/12/2022 18:34:26 - INFO - __main__ - ########## val_ru_acc 0.7124497991967872 ########## 04/12/2022 18:34:31 - INFO - __main__ - ########## val_sw_acc 0.659437751004016 ########## 04/12/2022 18:34:35 - INFO - __main__ - ########## val_th_acc 0.6759036144578313 ########## 04/12/2022 18:34:39 - INFO - __main__ - ########## val_tr_acc 0.6947791164658634 ########## 04/12/2022 18:34:44 - INFO - __main__ - ########## val_ur_acc 0.6200803212851406 ########## 04/12/2022 18:34:49 - INFO - __main__ - ########## val_vi_acc 0.7228915662650602 ########## 04/12/2022 18:34:53 - INFO - __main__ - ########## val_zh_acc 0.7152610441767068 ########## 04/12/2022 18:35:02 - INFO - __main__ - ########## test_ar_acc 0.6996007984031936 ########## 04/12/2022 18:35:12 - INFO - __main__ - ########## test_bg_acc 0.7415169660678643 ########## 04/12/2022 18:35:21 - INFO - __main__ - ########## test_de_acc 0.7385229540918163 ########## 04/12/2022 18:35:31 - INFO - __main__ - ########## test_el_acc 0.7295409181636726 ########## 04/12/2022 18:35:40 - INFO - __main__ - ########## test_en_acc 0.8281437125748503 ########## 04/12/2022 18:35:49 - INFO - __main__ - ########## test_es_acc 0.7628742514970059 ########## 04/12/2022 18:35:58 - INFO - __main__ - ########## test_fr_acc 0.7654690618762475 ########## 04/12/2022 18:36:08 - INFO - __main__ - ########## test_hi_acc 0.6708582834331337 ########## 04/12/2022 18:36:18 - INFO - __main__ - ########## test_ru_acc 0.729940119760479 ########## 04/12/2022 18:36:27 - INFO - __main__ - ########## test_sw_acc 0.6778443113772455 ########## 04/12/2022 18:36:36 - INFO - __main__ - ########## test_th_acc 0.6756487025948104 ########## 04/12/2022 18:36:45 - INFO - __main__ - ########## test_tr_acc 0.6914171656686626 ########## 04/12/2022 18:36:55 - INFO - __main__ - ########## test_ur_acc 0.628942115768463 ########## 04/12/2022 18:37:04 - INFO - __main__ - ########## test_vi_acc 0.7241516966067865 ########## 04/12/2022 18:37:13 - INFO - __main__ - ########## test_zh_acc 0.7163672654690619 ########## 04/12/2022 18:37:13 - INFO - __main__ - val_ar_acc = 0.6931726907630522 04/12/2022 18:37:13 - INFO - __main__ - val_bg_acc = 0.7317269076305221 04/12/2022 18:37:13 - INFO - __main__ - val_de_acc = 0.7530120481927711 04/12/2022 18:37:13 - INFO - __main__ - val_el_acc = 0.7240963855421687 04/12/2022 18:37:13 - INFO - __main__ - val_en_acc = 0.8248995983935743 04/12/2022 18:37:13 - INFO - __main__ - val_es_acc = 0.7734939759036145 04/12/2022 18:37:13 - INFO - __main__ - val_fr_acc = 0.7598393574297189 04/12/2022 18:37:13 - INFO - __main__ - val_hi_acc = 0.6710843373493975 04/12/2022 18:37:13 - INFO - __main__ - val_ru_acc = 0.7124497991967872 04/12/2022 18:37:13 - INFO - __main__ - val_sw_acc = 0.659437751004016 04/12/2022 18:37:13 - INFO - __main__ - val_th_acc = 0.6759036144578313 04/12/2022 18:37:13 - INFO - __main__ - val_tr_acc = 0.6947791164658634 04/12/2022 18:37:13 - INFO - __main__ - val_ur_acc = 0.6200803212851406 04/12/2022 18:37:13 - INFO - __main__ - val_vi_acc = 0.7228915662650602 04/12/2022 18:37:13 - INFO - __main__ - val_zh_acc = 0.7152610441767068 04/12/2022 18:37:13 - INFO - __main__ - val_avg_acc = 0.7154752342704149 04/12/2022 18:37:13 - INFO - __main__ - test_ar_acc = 0.6996007984031936 04/12/2022 18:37:13 - INFO - __main__ - test_bg_acc = 0.7415169660678643 04/12/2022 18:37:13 - INFO - __main__ - test_de_acc = 0.7385229540918163 04/12/2022 18:37:13 - INFO - __main__ - test_el_acc = 0.7295409181636726 04/12/2022 18:37:13 - INFO - __main__ - test_en_acc = 0.8281437125748503 04/12/2022 18:37:13 - INFO - __main__ - test_es_acc = 0.7628742514970059 04/12/2022 18:37:13 - INFO - __main__ - test_fr_acc = 0.7654690618762475 04/12/2022 18:37:13 - INFO - __main__ - test_hi_acc = 0.6708582834331337 04/12/2022 18:37:13 - INFO - __main__ - test_ru_acc = 0.729940119760479 04/12/2022 18:37:13 - INFO - __main__ - test_sw_acc = 0.6778443113772455 04/12/2022 18:37:13 - INFO - __main__ - test_th_acc = 0.6756487025948104 04/12/2022 18:37:13 - INFO - __main__ - test_tr_acc = 0.6914171656686626 04/12/2022 18:37:13 - INFO - __main__ - test_ur_acc = 0.628942115768463 04/12/2022 18:37:13 - INFO - __main__ - test_vi_acc = 0.7241516966067865 04/12/2022 18:37:13 - INFO - __main__ - test_zh_acc = 0.7163672654690619 04/12/2022 18:37:13 - INFO - __main__ - test_avg_acc = 0.7187225548902194 04/12/2022 18:37:14 - INFO - utils - remove old ckpt: xnli_right_avg_new/ckpt/step-65000-test_avg_acc-0.7187225548902194-val_avg_acc-0.7154752342704149 04/12/2022 18:37:14 - INFO - __main__ - ********** Evaluating Done ********** 04/12/2022 18:37:19 - INFO - __main__ - global_steps 65050 loss: 0.36078370 04/12/2022 18:37:24 - INFO - __main__ - global_steps 65100 loss: 0.43635480 04/12/2022 18:37:28 - INFO - __main__ - global_steps 65150 loss: 0.38704683 04/12/2022 18:37:33 - INFO - __main__ - global_steps 65200 loss: 0.38385325 04/12/2022 18:37:38 - INFO - __main__ - global_steps 65250 loss: 0.36425498 04/12/2022 18:37:43 - INFO - __main__ - global_steps 65300 loss: 0.47231400 04/12/2022 18:37:47 - INFO - __main__ - global_steps 65350 loss: 0.49003651 04/12/2022 18:37:52 - INFO - __main__ - global_steps 65400 loss: 0.40373415 04/12/2022 18:37:57 - INFO - __main__ - global_steps 65450 loss: 0.44807819 04/12/2022 18:38:01 - INFO - __main__ - global_steps 65500 loss: 0.43020802 04/12/2022 18:38:06 - INFO - __main__ - global_steps 65550 loss: 0.39512988 04/12/2022 18:38:10 - INFO - __main__ - global_steps 65600 loss: 0.41659902 04/12/2022 18:38:15 - INFO - __main__ - global_steps 65650 loss: 0.44600298 04/12/2022 18:38:19 - INFO - __main__ - global_steps 65700 loss: 0.36001210 04/12/2022 18:38:24 - INFO - __main__ - global_steps 65750 loss: 0.41395534 04/12/2022 18:38:29 - INFO - __main__ - global_steps 65800 loss: 0.38910352 04/12/2022 18:38:33 - INFO - __main__ - global_steps 65850 loss: 0.44064005 04/12/2022 18:38:38 - INFO - __main__ - global_steps 65900 loss: 0.40708790 04/12/2022 18:38:42 - INFO - __main__ - global_steps 65950 loss: 0.31707557 04/12/2022 18:38:47 - INFO - __main__ - global_steps 66000 loss: 0.36962769 04/12/2022 18:38:51 - INFO - __main__ - global_steps 66050 loss: 0.44887325 04/12/2022 18:38:55 - INFO - __main__ - global_steps 66100 loss: 0.39622850 04/12/2022 18:38:59 - INFO - __main__ - global_steps 66150 loss: 0.41345078 04/12/2022 18:39:04 - INFO - __main__ - global_steps 66200 loss: 0.40504302 04/12/2022 18:39:09 - INFO - __main__ - global_steps 66250 loss: 0.44457879 04/12/2022 18:39:13 - INFO - __main__ - global_steps 66300 loss: 0.44140488 04/12/2022 18:39:18 - INFO - __main__ - global_steps 66350 loss: 0.40307480 04/12/2022 18:39:23 - INFO - __main__ - global_steps 66400 loss: 0.36124585 04/12/2022 18:39:28 - INFO - __main__ - global_steps 66450 loss: 0.38019003 04/12/2022 18:39:32 - INFO - __main__ - global_steps 66500 loss: 0.39390600 04/12/2022 18:39:37 - INFO - __main__ - global_steps 66550 loss: 0.41936030 04/12/2022 18:39:42 - INFO - __main__ - global_steps 66600 loss: 0.51708943 04/12/2022 18:39:46 - INFO - __main__ - global_steps 66650 loss: 0.36320516 04/12/2022 18:39:51 - INFO - __main__ - global_steps 66700 loss: 0.47425963 04/12/2022 18:39:56 - INFO - __main__ - global_steps 66750 loss: 0.42752695 04/12/2022 18:40:00 - INFO - __main__ - global_steps 66800 loss: 0.37908548 04/12/2022 18:40:05 - INFO - __main__ - global_steps 66850 loss: 0.47998048 04/12/2022 18:40:10 - INFO - __main__ - global_steps 66900 loss: 0.48354973 04/12/2022 18:40:15 - INFO - __main__ - global_steps 66950 loss: 0.46162953 04/12/2022 18:40:19 - INFO - __main__ - global_steps 67000 loss: 0.42013633 04/12/2022 18:40:24 - INFO - __main__ - global_steps 67050 loss: 0.39329149 04/12/2022 18:40:29 - INFO - __main__ - global_steps 67100 loss: 0.45184822 04/12/2022 18:40:33 - INFO - __main__ - global_steps 67150 loss: 0.35932080 04/12/2022 18:40:38 - INFO - __main__ - global_steps 67200 loss: 0.43316562 04/12/2022 18:40:43 - INFO - __main__ - global_steps 67250 loss: 0.44499615 04/12/2022 18:40:48 - INFO - __main__ - global_steps 67300 loss: 0.42458471 04/12/2022 18:40:52 - INFO - __main__ - global_steps 67350 loss: 0.42048842 04/12/2022 18:40:57 - INFO - __main__ - global_steps 67400 loss: 0.44104646 04/12/2022 18:41:02 - INFO - __main__ - global_steps 67450 loss: 0.37342558 04/12/2022 18:41:06 - INFO - __main__ - global_steps 67500 loss: 0.42890567 04/12/2022 18:41:06 - INFO - __main__ - ********** Running evaluating ********** 04/12/2022 18:41:10 - INFO - __main__ - ########## val_ar_acc 0.6939759036144578 ########## 04/12/2022 18:41:15 - INFO - __main__ - ########## val_bg_acc 0.744578313253012 ########## 04/12/2022 18:41:19 - INFO - __main__ - ########## val_de_acc 0.7586345381526104 ########## 04/12/2022 18:41:24 - INFO - __main__ - ########## val_el_acc 0.7405622489959839 ########## 04/12/2022 18:41:28 - INFO - __main__ - ########## val_en_acc 0.8309236947791164 ########## 04/12/2022 18:41:33 - INFO - __main__ - ########## val_es_acc 0.7779116465863454 ########## 04/12/2022 18:41:38 - INFO - __main__ - ########## val_fr_acc 0.7710843373493976 ########## 04/12/2022 18:41:43 - INFO - __main__ - ########## val_hi_acc 0.6694779116465863 ########## 04/12/2022 18:41:47 - INFO - __main__ - ########## val_ru_acc 0.7273092369477911 ########## 04/12/2022 18:41:52 - INFO - __main__ - ########## val_sw_acc 0.6710843373493975 ########## 04/12/2022 18:41:56 - INFO - __main__ - ########## val_th_acc 0.6927710843373494 ########## 04/12/2022 18:42:01 - INFO - __main__ - ########## val_tr_acc 0.7076305220883534 ########## 04/12/2022 18:42:05 - INFO - __main__ - ########## val_ur_acc 0.6321285140562249 ########## 04/12/2022 18:42:10 - INFO - __main__ - ########## val_vi_acc 0.7337349397590361 ########## 04/12/2022 18:42:14 - INFO - __main__ - ########## val_zh_acc 0.7313253012048193 ########## 04/12/2022 18:42:24 - INFO - __main__ - ########## test_ar_acc 0.7083832335329341 ########## 04/12/2022 18:42:33 - INFO - __main__ - ########## test_bg_acc 0.755688622754491 ########## 04/12/2022 18:42:42 - INFO - __main__ - ########## test_de_acc 0.7512974051896207 ########## 04/12/2022 18:42:52 - INFO - __main__ - ########## test_el_acc 0.7403193612774451 ########## 04/12/2022 18:43:01 - INFO - __main__ - ########## test_en_acc 0.8301397205588822 ########## 04/12/2022 18:43:10 - INFO - __main__ - ########## test_es_acc 0.7734530938123753 ########## 04/12/2022 18:43:20 - INFO - __main__ - ########## test_fr_acc 0.7732534930139721 ########## 04/12/2022 18:43:30 - INFO - __main__ - ########## test_hi_acc 0.6744510978043912 ########## 04/12/2022 18:43:39 - INFO - __main__ - ########## test_ru_acc 0.7401197604790419 ########## 04/12/2022 18:43:48 - INFO - __main__ - ########## test_sw_acc 0.6832335329341317 ########## 04/12/2022 18:43:57 - INFO - __main__ - ########## test_th_acc 0.6892215568862275 ########## 04/12/2022 18:44:06 - INFO - __main__ - ########## test_tr_acc 0.7045908183632734 ########## 04/12/2022 18:44:16 - INFO - __main__ - ########## test_ur_acc 0.6353293413173653 ########## 04/12/2022 18:44:25 - INFO - __main__ - ########## test_vi_acc 0.7369261477045909 ########## 04/12/2022 18:44:34 - INFO - __main__ - ########## test_zh_acc 0.7211576846307385 ########## 04/12/2022 18:44:34 - INFO - __main__ - val_ar_acc = 0.6939759036144578 04/12/2022 18:44:34 - INFO - __main__ - val_bg_acc = 0.744578313253012 04/12/2022 18:44:34 - INFO - __main__ - val_de_acc = 0.7586345381526104 04/12/2022 18:44:34 - INFO - __main__ - val_el_acc = 0.7405622489959839 04/12/2022 18:44:34 - INFO - __main__ - val_en_acc = 0.8309236947791164 04/12/2022 18:44:34 - INFO - __main__ - val_es_acc = 0.7779116465863454 04/12/2022 18:44:34 - INFO - __main__ - val_fr_acc = 0.7710843373493976 04/12/2022 18:44:34 - INFO - __main__ - val_hi_acc = 0.6694779116465863 04/12/2022 18:44:34 - INFO - __main__ - val_ru_acc = 0.7273092369477911 04/12/2022 18:44:34 - INFO - __main__ - val_sw_acc = 0.6710843373493975 04/12/2022 18:44:34 - INFO - __main__ - val_th_acc = 0.6927710843373494 04/12/2022 18:44:34 - INFO - __main__ - val_tr_acc = 0.7076305220883534 04/12/2022 18:44:34 - INFO - __main__ - val_ur_acc = 0.6321285140562249 04/12/2022 18:44:34 - INFO - __main__ - val_vi_acc = 0.7337349397590361 04/12/2022 18:44:34 - INFO - __main__ - val_zh_acc = 0.7313253012048193 04/12/2022 18:44:34 - INFO - __main__ - val_avg_acc = 0.7255421686746988 04/12/2022 18:44:34 - INFO - __main__ - test_ar_acc = 0.7083832335329341 04/12/2022 18:44:34 - INFO - __main__ - test_bg_acc = 0.755688622754491 04/12/2022 18:44:34 - INFO - __main__ - test_de_acc = 0.7512974051896207 04/12/2022 18:44:34 - INFO - __main__ - test_el_acc = 0.7403193612774451 04/12/2022 18:44:34 - INFO - __main__ - test_en_acc = 0.8301397205588822 04/12/2022 18:44:34 - INFO - __main__ - test_es_acc = 0.7734530938123753 04/12/2022 18:44:34 - INFO - __main__ - test_fr_acc = 0.7732534930139721 04/12/2022 18:44:34 - INFO - __main__ - test_hi_acc = 0.6744510978043912 04/12/2022 18:44:34 - INFO - __main__ - test_ru_acc = 0.7401197604790419 04/12/2022 18:44:34 - INFO - __main__ - test_sw_acc = 0.6832335329341317 04/12/2022 18:44:34 - INFO - __main__ - test_th_acc = 0.6892215568862275 04/12/2022 18:44:34 - INFO - __main__ - test_tr_acc = 0.7045908183632734 04/12/2022 18:44:34 - INFO - __main__ - test_ur_acc = 0.6353293413173653 04/12/2022 18:44:34 - INFO - __main__ - test_vi_acc = 0.7369261477045909 04/12/2022 18:44:34 - INFO - __main__ - test_zh_acc = 0.7211576846307385 04/12/2022 18:44:34 - INFO - __main__ - test_avg_acc = 0.7278376580172987 04/12/2022 18:44:36 - INFO - utils - remove old ckpt: xnli_right_avg_new/ckpt/step-52500-test_avg_acc-0.7224351297405189-val_avg_acc-0.71954484605087 04/12/2022 18:44:36 - INFO - __main__ - ********** Evaluating Done ********** 04/12/2022 18:44:40 - INFO - __main__ - global_steps 67550 loss: 0.37671005 04/12/2022 18:44:45 - INFO - __main__ - global_steps 67600 loss: 0.41537351 04/12/2022 18:44:50 - INFO - __main__ - global_steps 67650 loss: 0.36376586 04/12/2022 18:44:55 - INFO - __main__ - global_steps 67700 loss: 0.45273190 04/12/2022 18:44:59 - INFO - __main__ - global_steps 67750 loss: 0.38928979 04/12/2022 18:45:04 - INFO - __main__ - global_steps 67800 loss: 0.38626555 04/12/2022 18:45:09 - INFO - __main__ - global_steps 67850 loss: 0.37027691 04/12/2022 18:45:13 - INFO - __main__ - global_steps 67900 loss: 0.38445922 04/12/2022 18:45:18 - INFO - __main__ - global_steps 67950 loss: 0.39618860 04/12/2022 18:45:23 - INFO - __main__ - global_steps 68000 loss: 0.40426491 04/12/2022 18:45:27 - INFO - __main__ - global_steps 68050 loss: 0.38079677 04/12/2022 18:45:32 - INFO - __main__ - global_steps 68100 loss: 0.41162500 04/12/2022 18:45:37 - INFO - __main__ - global_steps 68150 loss: 0.39456225 04/12/2022 18:45:41 - INFO - __main__ - global_steps 68200 loss: 0.40177742 04/12/2022 18:45:46 - INFO - __main__ - global_steps 68250 loss: 0.40219276 04/12/2022 18:45:51 - INFO - __main__ - global_steps 68300 loss: 0.44971896 04/12/2022 18:45:55 - INFO - __main__ - global_steps 68350 loss: 0.42416863 04/12/2022 18:46:00 - INFO - __main__ - global_steps 68400 loss: 0.41309814 04/12/2022 18:46:05 - INFO - __main__ - global_steps 68450 loss: 0.41682137 04/12/2022 18:46:10 - INFO - __main__ - global_steps 68500 loss: 0.39114794 04/12/2022 18:46:14 - INFO - __main__ - global_steps 68550 loss: 0.39562226 04/12/2022 18:46:19 - INFO - __main__ - global_steps 68600 loss: 0.37603870 04/12/2022 18:46:24 - INFO - __main__ - global_steps 68650 loss: 0.42971324 04/12/2022 18:46:28 - INFO - __main__ - global_steps 68700 loss: 0.40312362 04/12/2022 18:46:33 - INFO - __main__ - global_steps 68750 loss: 0.34620315 04/12/2022 18:46:38 - INFO - __main__ - global_steps 68800 loss: 0.36898079 04/12/2022 18:46:42 - INFO - __main__ - global_steps 68850 loss: 0.42737795 04/12/2022 18:46:47 - INFO - __main__ - global_steps 68900 loss: 0.42884234 04/12/2022 18:46:52 - INFO - __main__ - global_steps 68950 loss: 0.42090605 04/12/2022 18:46:56 - INFO - __main__ - global_steps 69000 loss: 0.41132124 04/12/2022 18:47:01 - INFO - __main__ - global_steps 69050 loss: 0.44182589 04/12/2022 18:47:06 - INFO - __main__ - global_steps 69100 loss: 0.37141443 04/12/2022 18:47:10 - INFO - __main__ - global_steps 69150 loss: 0.35965667 04/12/2022 18:47:15 - INFO - __main__ - global_steps 69200 loss: 0.39342268 04/12/2022 18:47:20 - INFO - __main__ - global_steps 69250 loss: 0.37423492 04/12/2022 18:47:24 - INFO - __main__ - global_steps 69300 loss: 0.40659937 04/12/2022 18:47:29 - INFO - __main__ - global_steps 69350 loss: 0.36271222 04/12/2022 18:47:34 - INFO - __main__ - global_steps 69400 loss: 0.38691495 04/12/2022 18:47:38 - INFO - __main__ - global_steps 69450 loss: 0.46670852 04/12/2022 18:47:43 - INFO - __main__ - global_steps 69500 loss: 0.37128402 04/12/2022 18:47:48 - INFO - __main__ - global_steps 69550 loss: 0.39679972 04/12/2022 18:47:52 - INFO - __main__ - global_steps 69600 loss: 0.37334960 04/12/2022 18:47:57 - INFO - __main__ - global_steps 69650 loss: 0.37015255 04/12/2022 18:48:02 - INFO - __main__ - global_steps 69700 loss: 0.46361566 04/12/2022 18:48:07 - INFO - __main__ - global_steps 69750 loss: 0.42273914 04/12/2022 18:48:11 - INFO - __main__ - global_steps 69800 loss: 0.38053233 04/12/2022 18:48:16 - INFO - __main__ - global_steps 69850 loss: 0.44228493 04/12/2022 18:48:21 - INFO - __main__ - global_steps 69900 loss: 0.43289729 04/12/2022 18:48:25 - INFO - __main__ - global_steps 69950 loss: 0.41554183 04/12/2022 18:48:30 - INFO - __main__ - global_steps 70000 loss: 0.40530172 04/12/2022 18:48:30 - INFO - __main__ - ********** Running evaluating ********** 04/12/2022 18:48:34 - INFO - __main__ - ########## val_ar_acc 0.685140562248996 ########## 04/12/2022 18:48:39 - INFO - __main__ - ########## val_bg_acc 0.7293172690763052 ########## 04/12/2022 18:48:44 - INFO - __main__ - ########## val_de_acc 0.7401606425702811 ########## 04/12/2022 18:48:48 - INFO - __main__ - ########## val_el_acc 0.7240963855421687 ########## 04/12/2022 18:48:53 - INFO - __main__ - ########## val_en_acc 0.8265060240963855 ########## 04/12/2022 18:48:57 - INFO - __main__ - ########## val_es_acc 0.7670682730923695 ########## 04/12/2022 18:49:02 - INFO - __main__ - ########## val_fr_acc 0.7518072289156627 ########## 04/12/2022 18:49:07 - INFO - __main__ - ########## val_hi_acc 0.6586345381526104 ########## 04/12/2022 18:49:12 - INFO - __main__ - ########## val_ru_acc 0.7156626506024096 ########## 04/12/2022 18:49:16 - INFO - __main__ - ########## val_sw_acc 0.6497991967871486 ########## 04/12/2022 18:49:20 - INFO - __main__ - ########## val_th_acc 0.6610441767068274 ########## 04/12/2022 18:49:25 - INFO - __main__ - ########## val_tr_acc 0.691566265060241 ########## 04/12/2022 18:49:30 - INFO - __main__ - ########## val_ur_acc 0.6144578313253012 ########## 04/12/2022 18:49:34 - INFO - __main__ - ########## val_vi_acc 0.7096385542168675 ########## 04/12/2022 18:49:39 - INFO - __main__ - ########## val_zh_acc 0.708433734939759 ########## 04/12/2022 18:49:48 - INFO - __main__ - ########## test_ar_acc 0.6934131736526946 ########## 04/12/2022 18:49:57 - INFO - __main__ - ########## test_bg_acc 0.7391217564870259 ########## 04/12/2022 18:50:06 - INFO - __main__ - ########## test_de_acc 0.7359281437125749 ########## 04/12/2022 18:50:16 - INFO - __main__ - ########## test_el_acc 0.7351297405189621 ########## 04/12/2022 18:50:25 - INFO - __main__ - ########## test_en_acc 0.8275449101796407 ########## 04/12/2022 18:50:34 - INFO - __main__ - ########## test_es_acc 0.7654690618762475 ########## 04/12/2022 18:50:44 - INFO - __main__ - ########## test_fr_acc 0.7562874251497006 ########## 04/12/2022 18:50:54 - INFO - __main__ - ########## test_hi_acc 0.6592814371257485 ########## 04/12/2022 18:51:03 - INFO - __main__ - ########## test_ru_acc 0.7277445109780439 ########## 04/12/2022 18:51:12 - INFO - __main__ - ########## test_sw_acc 0.6650698602794411 ########## 04/12/2022 18:51:21 - INFO - __main__ - ########## test_th_acc 0.6610778443113773 ########## 04/12/2022 18:51:30 - INFO - __main__ - ########## test_tr_acc 0.6872255489021956 ########## 04/12/2022 18:51:40 - INFO - __main__ - ########## test_ur_acc 0.6183632734530938 ########## 04/12/2022 18:51:48 - INFO - __main__ - ########## test_vi_acc 0.712375249500998 ########## 04/12/2022 18:51:57 - INFO - __main__ - ########## test_zh_acc 0.7007984031936128 ########## 04/12/2022 18:51:57 - INFO - __main__ - val_ar_acc = 0.685140562248996 04/12/2022 18:51:57 - INFO - __main__ - val_bg_acc = 0.7293172690763052 04/12/2022 18:51:57 - INFO - __main__ - val_de_acc = 0.7401606425702811 04/12/2022 18:51:57 - INFO - __main__ - val_el_acc = 0.7240963855421687 04/12/2022 18:51:57 - INFO - __main__ - val_en_acc = 0.8265060240963855 04/12/2022 18:51:57 - INFO - __main__ - val_es_acc = 0.7670682730923695 04/12/2022 18:51:57 - INFO - __main__ - val_fr_acc = 0.7518072289156627 04/12/2022 18:51:57 - INFO - __main__ - val_hi_acc = 0.6586345381526104 04/12/2022 18:51:57 - INFO - __main__ - val_ru_acc = 0.7156626506024096 04/12/2022 18:51:57 - INFO - __main__ - val_sw_acc = 0.6497991967871486 04/12/2022 18:51:57 - INFO - __main__ - val_th_acc = 0.6610441767068274 04/12/2022 18:51:57 - INFO - __main__ - val_tr_acc = 0.691566265060241 04/12/2022 18:51:57 - INFO - __main__ - val_ur_acc = 0.6144578313253012 04/12/2022 18:51:57 - INFO - __main__ - val_vi_acc = 0.7096385542168675 04/12/2022 18:51:57 - INFO - __main__ - val_zh_acc = 0.708433734939759 04/12/2022 18:51:57 - INFO - __main__ - val_avg_acc = 0.7088888888888889 04/12/2022 18:51:57 - INFO - __main__ - test_ar_acc = 0.6934131736526946 04/12/2022 18:51:57 - INFO - __main__ - test_bg_acc = 0.7391217564870259 04/12/2022 18:51:57 - INFO - __main__ - test_de_acc = 0.7359281437125749 04/12/2022 18:51:57 - INFO - __main__ - test_el_acc = 0.7351297405189621 04/12/2022 18:51:57 - INFO - __main__ - test_en_acc = 0.8275449101796407 04/12/2022 18:51:57 - INFO - __main__ - test_es_acc = 0.7654690618762475 04/12/2022 18:51:57 - INFO - __main__ - test_fr_acc = 0.7562874251497006 04/12/2022 18:51:57 - INFO - __main__ - test_hi_acc = 0.6592814371257485 04/12/2022 18:51:57 - INFO - __main__ - test_ru_acc = 0.7277445109780439 04/12/2022 18:51:57 - INFO - __main__ - test_sw_acc = 0.6650698602794411 04/12/2022 18:51:57 - INFO - __main__ - test_th_acc = 0.6610778443113773 04/12/2022 18:51:57 - INFO - __main__ - test_tr_acc = 0.6872255489021956 04/12/2022 18:51:57 - INFO - __main__ - test_ur_acc = 0.6183632734530938 04/12/2022 18:51:57 - INFO - __main__ - test_vi_acc = 0.712375249500998 04/12/2022 18:51:57 - INFO - __main__ - test_zh_acc = 0.7007984031936128 04/12/2022 18:51:57 - INFO - __main__ - test_avg_acc = 0.7123220226214237 04/12/2022 18:51:58 - INFO - utils - remove old ckpt: xnli_right_avg_new/ckpt/step-70000-test_avg_acc-0.7123220226214237-val_avg_acc-0.7088888888888889 04/12/2022 18:51:58 - INFO - __main__ - ********** Evaluating Done ********** 04/12/2022 18:52:03 - INFO - __main__ - global_steps 70050 loss: 0.42163865 04/12/2022 18:52:08 - INFO - __main__ - global_steps 70100 loss: 0.43398442 04/12/2022 18:52:12 - INFO - __main__ - global_steps 70150 loss: 0.34845937 04/12/2022 18:52:17 - INFO - __main__ - global_steps 70200 loss: 0.46796593 04/12/2022 18:52:22 - INFO - __main__ - global_steps 70250 loss: 0.40869622 04/12/2022 18:52:26 - INFO - __main__ - global_steps 70300 loss: 0.46573003 04/12/2022 18:52:31 - INFO - __main__ - global_steps 70350 loss: 0.44303241 04/12/2022 18:52:36 - INFO - __main__ - global_steps 70400 loss: 0.46035212 04/12/2022 18:52:40 - INFO - __main__ - global_steps 70450 loss: 0.40367350 04/12/2022 18:52:45 - INFO - __main__ - global_steps 70500 loss: 0.42079767 04/12/2022 18:52:50 - INFO - __main__ - global_steps 70550 loss: 0.42024013 04/12/2022 18:52:54 - INFO - __main__ - global_steps 70600 loss: 0.42926516 04/12/2022 18:52:59 - INFO - __main__ - global_steps 70650 loss: 0.47010849 04/12/2022 18:53:04 - INFO - __main__ - global_steps 70700 loss: 0.43918905 04/12/2022 18:53:08 - INFO - __main__ - global_steps 70750 loss: 0.38343374 04/12/2022 18:53:13 - INFO - __main__ - global_steps 70800 loss: 0.40220601 04/12/2022 18:53:18 - INFO - __main__ - global_steps 70850 loss: 0.41745098 04/12/2022 18:53:22 - INFO - __main__ - global_steps 70900 loss: 0.42089224 04/12/2022 18:53:27 - INFO - __main__ - global_steps 70950 loss: 0.33862460 04/12/2022 18:53:32 - INFO - __main__ - global_steps 71000 loss: 0.36857851 04/12/2022 18:53:36 - INFO - __main__ - global_steps 71050 loss: 0.39091079 04/12/2022 18:53:41 - INFO - __main__ - global_steps 71100 loss: 0.45657996 04/12/2022 18:53:46 - INFO - __main__ - global_steps 71150 loss: 0.39458052 04/12/2022 18:53:50 - INFO - __main__ - global_steps 71200 loss: 0.39256168 04/12/2022 18:53:55 - INFO - __main__ - global_steps 71250 loss: 0.35715104 04/12/2022 18:54:00 - INFO - __main__ - global_steps 71300 loss: 0.37233185 04/12/2022 18:54:04 - INFO - __main__ - global_steps 71350 loss: 0.36600909 04/12/2022 18:54:09 - INFO - __main__ - global_steps 71400 loss: 0.32269707 04/12/2022 18:54:14 - INFO - __main__ - global_steps 71450 loss: 0.39686602 04/12/2022 18:54:19 - INFO - __main__ - global_steps 71500 loss: 0.39578722 04/12/2022 18:54:23 - INFO - __main__ - global_steps 71550 loss: 0.38019920 04/12/2022 18:54:28 - INFO - __main__ - global_steps 71600 loss: 0.35028453 04/12/2022 18:54:33 - INFO - __main__ - global_steps 71650 loss: 0.42313625 04/12/2022 18:54:37 - INFO - __main__ - global_steps 71700 loss: 0.39744613 04/12/2022 18:54:42 - INFO - __main__ - global_steps 71750 loss: 0.37051001 04/12/2022 18:54:47 - INFO - __main__ - global_steps 71800 loss: 0.40265495 04/12/2022 18:54:51 - INFO - __main__ - global_steps 71850 loss: 0.41084398 04/12/2022 18:54:56 - INFO - __main__ - global_steps 71900 loss: 0.40791841 04/12/2022 18:55:01 - INFO - __main__ - global_steps 71950 loss: 0.38903910 04/12/2022 18:55:05 - INFO - __main__ - global_steps 72000 loss: 0.41991468 04/12/2022 18:55:10 - INFO - __main__ - global_steps 72050 loss: 0.46756839 04/12/2022 18:55:15 - INFO - __main__ - global_steps 72100 loss: 0.43544886 04/12/2022 18:55:19 - INFO - __main__ - global_steps 72150 loss: 0.44076818 04/12/2022 18:55:24 - INFO - __main__ - global_steps 72200 loss: 0.37839451 04/12/2022 18:55:29 - INFO - __main__ - global_steps 72250 loss: 0.41186275 04/12/2022 18:55:33 - INFO - __main__ - global_steps 72300 loss: 0.37142202 04/12/2022 18:55:38 - INFO - __main__ - global_steps 72350 loss: 0.45504737 04/12/2022 18:55:43 - INFO - __main__ - global_steps 72400 loss: 0.37754086 04/12/2022 18:55:47 - INFO - __main__ - global_steps 72450 loss: 0.43067854 04/12/2022 18:55:52 - INFO - __main__ - global_steps 72500 loss: 0.37621440 04/12/2022 18:55:52 - INFO - __main__ - ********** Running evaluating ********** 04/12/2022 18:55:56 - INFO - __main__ - ########## val_ar_acc 0.7076305220883534 ########## 04/12/2022 18:56:01 - INFO - __main__ - ########## val_bg_acc 0.744578313253012 ########## 04/12/2022 18:56:06 - INFO - __main__ - ########## val_de_acc 0.7622489959839357 ########## 04/12/2022 18:56:10 - INFO - __main__ - ########## val_el_acc 0.7337349397590361 ########## 04/12/2022 18:56:15 - INFO - __main__ - ########## val_en_acc 0.831726907630522 ########## 04/12/2022 18:56:20 - INFO - __main__ - ########## val_es_acc 0.7775100401606426 ########## 04/12/2022 18:56:24 - INFO - __main__ - ########## val_fr_acc 0.7755020080321285 ########## 04/12/2022 18:56:30 - INFO - __main__ - ########## val_hi_acc 0.6783132530120481 ########## 04/12/2022 18:56:34 - INFO - __main__ - ########## val_ru_acc 0.7176706827309237 ########## 04/12/2022 18:56:39 - INFO - __main__ - ########## val_sw_acc 0.6710843373493975 ########## 04/12/2022 18:56:44 - INFO - __main__ - ########## val_th_acc 0.6967871485943775 ########## 04/12/2022 18:56:48 - INFO - __main__ - ########## val_tr_acc 0.7104417670682731 ########## 04/12/2022 18:56:53 - INFO - __main__ - ########## val_ur_acc 0.6357429718875502 ########## 04/12/2022 18:56:58 - INFO - __main__ - ########## val_vi_acc 0.7333333333333333 ########## 04/12/2022 18:57:03 - INFO - __main__ - ########## val_zh_acc 0.7441767068273092 ########## 04/12/2022 18:57:12 - INFO - __main__ - ########## test_ar_acc 0.7105788423153693 ########## 04/12/2022 18:57:22 - INFO - __main__ - ########## test_bg_acc 0.7606786427145709 ########## 04/12/2022 18:57:31 - INFO - __main__ - ########## test_de_acc 0.7558882235528942 ########## 04/12/2022 18:57:41 - INFO - __main__ - ########## test_el_acc 0.7451097804391218 ########## 04/12/2022 18:57:50 - INFO - __main__ - ########## test_en_acc 0.8353293413173652 ########## 04/12/2022 18:58:00 - INFO - __main__ - ########## test_es_acc 0.7836327345309381 ########## 04/12/2022 18:58:09 - INFO - __main__ - ########## test_fr_acc 0.7770459081836327 ########## 04/12/2022 18:58:20 - INFO - __main__ - ########## test_hi_acc 0.6842315369261477 ########## 04/12/2022 18:58:30 - INFO - __main__ - ########## test_ru_acc 0.7473053892215569 ########## 04/12/2022 18:58:39 - INFO - __main__ - ########## test_sw_acc 0.6884231536926148 ########## 04/12/2022 18:58:48 - INFO - __main__ - ########## test_th_acc 0.7021956087824351 ########## 04/12/2022 18:58:57 - INFO - __main__ - ########## test_tr_acc 0.7149700598802395 ########## 04/12/2022 18:59:07 - INFO - __main__ - ########## test_ur_acc 0.6417165668662674 ########## 04/12/2022 18:59:17 - INFO - __main__ - ########## test_vi_acc 0.7427145708582834 ########## 04/12/2022 18:59:26 - INFO - __main__ - ########## test_zh_acc 0.7365269461077845 ########## 04/12/2022 18:59:26 - INFO - __main__ - val_ar_acc = 0.7076305220883534 04/12/2022 18:59:26 - INFO - __main__ - val_bg_acc = 0.744578313253012 04/12/2022 18:59:26 - INFO - __main__ - val_de_acc = 0.7622489959839357 04/12/2022 18:59:26 - INFO - __main__ - val_el_acc = 0.7337349397590361 04/12/2022 18:59:26 - INFO - __main__ - val_en_acc = 0.831726907630522 04/12/2022 18:59:26 - INFO - __main__ - val_es_acc = 0.7775100401606426 04/12/2022 18:59:26 - INFO - __main__ - val_fr_acc = 0.7755020080321285 04/12/2022 18:59:26 - INFO - __main__ - val_hi_acc = 0.6783132530120481 04/12/2022 18:59:26 - INFO - __main__ - val_ru_acc = 0.7176706827309237 04/12/2022 18:59:26 - INFO - __main__ - val_sw_acc = 0.6710843373493975 04/12/2022 18:59:26 - INFO - __main__ - val_th_acc = 0.6967871485943775 04/12/2022 18:59:26 - INFO - __main__ - val_tr_acc = 0.7104417670682731 04/12/2022 18:59:26 - INFO - __main__ - val_ur_acc = 0.6357429718875502 04/12/2022 18:59:26 - INFO - __main__ - val_vi_acc = 0.7333333333333333 04/12/2022 18:59:26 - INFO - __main__ - val_zh_acc = 0.7441767068273092 04/12/2022 18:59:26 - INFO - __main__ - val_avg_acc = 0.7280321285140562 04/12/2022 18:59:26 - INFO - __main__ - test_ar_acc = 0.7105788423153693 04/12/2022 18:59:26 - INFO - __main__ - test_bg_acc = 0.7606786427145709 04/12/2022 18:59:26 - INFO - __main__ - test_de_acc = 0.7558882235528942 04/12/2022 18:59:26 - INFO - __main__ - test_el_acc = 0.7451097804391218 04/12/2022 18:59:26 - INFO - __main__ - test_en_acc = 0.8353293413173652 04/12/2022 18:59:26 - INFO - __main__ - test_es_acc = 0.7836327345309381 04/12/2022 18:59:26 - INFO - __main__ - test_fr_acc = 0.7770459081836327 04/12/2022 18:59:26 - INFO - __main__ - test_hi_acc = 0.6842315369261477 04/12/2022 18:59:26 - INFO - __main__ - test_ru_acc = 0.7473053892215569 04/12/2022 18:59:26 - INFO - __main__ - test_sw_acc = 0.6884231536926148 04/12/2022 18:59:26 - INFO - __main__ - test_th_acc = 0.7021956087824351 04/12/2022 18:59:26 - INFO - __main__ - test_tr_acc = 0.7149700598802395 04/12/2022 18:59:26 - INFO - __main__ - test_ur_acc = 0.6417165668662674 04/12/2022 18:59:26 - INFO - __main__ - test_vi_acc = 0.7427145708582834 04/12/2022 18:59:26 - INFO - __main__ - test_zh_acc = 0.7365269461077845 04/12/2022 18:59:26 - INFO - __main__ - test_avg_acc = 0.7350898203592813 04/12/2022 18:59:27 - INFO - utils - remove old ckpt: xnli_right_avg_new/ckpt/step-60000-test_avg_acc-0.7249234863606122-val_avg_acc-0.7213654618473896 04/12/2022 18:59:27 - INFO - __main__ - ********** Evaluating Done ********** 04/12/2022 18:59:32 - INFO - __main__ - global_steps 72550 loss: 0.36680122 04/12/2022 18:59:37 - INFO - __main__ - global_steps 72600 loss: 0.47295966 04/12/2022 18:59:42 - INFO - __main__ - global_steps 72650 loss: 0.43089723 04/12/2022 18:59:47 - INFO - __main__ - global_steps 72700 loss: 0.37711724 04/12/2022 18:59:52 - INFO - __main__ - global_steps 72750 loss: 0.32998015 04/12/2022 18:59:57 - INFO - __main__ - global_steps 72800 loss: 0.34923690 04/12/2022 19:00:02 - INFO - __main__ - global_steps 72850 loss: 0.37618726 04/12/2022 19:00:07 - INFO - __main__ - global_steps 72900 loss: 0.42688171 04/12/2022 19:00:12 - INFO - __main__ - global_steps 72950 loss: 0.41612888 04/12/2022 19:00:16 - INFO - __main__ - global_steps 73000 loss: 0.42167812 04/12/2022 19:00:21 - INFO - __main__ - global_steps 73050 loss: 0.35550827 04/12/2022 19:00:26 - INFO - __main__ - global_steps 73100 loss: 0.35465965 04/12/2022 19:00:31 - INFO - __main__ - global_steps 73150 loss: 0.39741902 04/12/2022 19:00:36 - INFO - __main__ - global_steps 73200 loss: 0.37176037 04/12/2022 19:00:41 - INFO - __main__ - global_steps 73250 loss: 0.37870907 04/12/2022 19:00:46 - INFO - __main__ - global_steps 73300 loss: 0.41585683 04/12/2022 19:00:51 - INFO - __main__ - global_steps 73350 loss: 0.39413536 04/12/2022 19:00:55 - INFO - __main__ - global_steps 73400 loss: 0.36310323 04/12/2022 19:01:00 - INFO - __main__ - global_steps 73450 loss: 0.44926405 04/12/2022 19:01:05 - INFO - __main__ - global_steps 73500 loss: 0.35282956 04/12/2022 19:01:10 - INFO - __main__ - global_steps 73550 loss: 0.43510086 04/12/2022 19:01:15 - INFO - __main__ - global_steps 73600 loss: 0.43000107 04/12/2022 19:01:20 - INFO - __main__ - global_steps 73650 loss: 0.39804374 04/12/2022 19:01:25 - INFO - __main__ - global_steps 73700 loss: 0.49693174 04/12/2022 19:01:30 - INFO - __main__ - global_steps 73750 loss: 0.40460080 04/12/2022 19:01:35 - INFO - __main__ - global_steps 73800 loss: 0.37726085 04/12/2022 19:01:39 - INFO - __main__ - global_steps 73850 loss: 0.36750421 04/12/2022 19:01:44 - INFO - __main__ - global_steps 73900 loss: 0.38474849 04/12/2022 19:01:49 - INFO - __main__ - global_steps 73950 loss: 0.40190332 04/12/2022 19:01:54 - INFO - __main__ - global_steps 74000 loss: 0.47238224 04/12/2022 19:01:59 - INFO - __main__ - global_steps 74050 loss: 0.43546939 04/12/2022 19:02:04 - INFO - __main__ - global_steps 74100 loss: 0.45851018 04/12/2022 19:02:08 - INFO - __main__ - global_steps 74150 loss: 0.34121601 04/12/2022 19:02:13 - INFO - __main__ - global_steps 74200 loss: 0.41226687 04/12/2022 19:02:18 - INFO - __main__ - global_steps 74250 loss: 0.35406573 04/12/2022 19:02:23 - INFO - __main__ - global_steps 74300 loss: 0.45899189 04/12/2022 19:02:28 - INFO - __main__ - global_steps 74350 loss: 0.40235916 04/12/2022 19:02:33 - INFO - __main__ - global_steps 74400 loss: 0.43718760 04/12/2022 19:02:38 - INFO - __main__ - global_steps 74450 loss: 0.51481623 04/12/2022 19:02:43 - INFO - __main__ - global_steps 74500 loss: 0.41019826 04/12/2022 19:02:47 - INFO - __main__ - global_steps 74550 loss: 0.39986170 04/12/2022 19:02:52 - INFO - __main__ - global_steps 74600 loss: 0.37498275 04/12/2022 19:02:57 - INFO - __main__ - global_steps 74650 loss: 0.39091600 04/12/2022 19:03:02 - INFO - __main__ - global_steps 74700 loss: 0.34272141 04/12/2022 19:03:07 - INFO - __main__ - global_steps 74750 loss: 0.51229233 04/12/2022 19:03:12 - INFO - __main__ - global_steps 74800 loss: 0.41235855 04/12/2022 19:03:16 - INFO - __main__ - global_steps 74850 loss: 0.39668869 04/12/2022 19:03:21 - INFO - __main__ - global_steps 74900 loss: 0.35388754 04/12/2022 19:03:26 - INFO - __main__ - global_steps 74950 loss: 0.46931282 04/12/2022 19:03:31 - INFO - __main__ - global_steps 75000 loss: 0.47656076 04/12/2022 19:03:31 - INFO - __main__ - ********** Running evaluating ********** 04/12/2022 19:03:36 - INFO - __main__ - ########## val_ar_acc 0.6795180722891566 ########## 04/12/2022 19:03:40 - INFO - __main__ - ########## val_bg_acc 0.7196787148594378 ########## 04/12/2022 19:03:45 - INFO - __main__ - ########## val_de_acc 0.7353413654618474 ########## 04/12/2022 19:03:50 - INFO - __main__ - ########## val_el_acc 0.7056224899598393 ########## 04/12/2022 19:03:54 - INFO - __main__ - ########## val_en_acc 0.8156626506024096 ########## 04/12/2022 19:03:59 - INFO - __main__ - ########## val_es_acc 0.7570281124497992 ########## 04/12/2022 19:04:04 - INFO - __main__ - ########## val_fr_acc 0.7502008032128514 ########## 04/12/2022 19:04:09 - INFO - __main__ - ########## val_hi_acc 0.6570281124497992 ########## 04/12/2022 19:04:14 - INFO - __main__ - ########## val_ru_acc 0.6959839357429719 ########## 04/12/2022 19:04:18 - INFO - __main__ - ########## val_sw_acc 0.6497991967871486 ########## 04/12/2022 19:04:23 - INFO - __main__ - ########## val_th_acc 0.6702811244979919 ########## 04/12/2022 19:04:27 - INFO - __main__ - ########## val_tr_acc 0.6827309236947792 ########## 04/12/2022 19:04:32 - INFO - __main__ - ########## val_ur_acc 0.6032128514056225 ########## 04/12/2022 19:04:37 - INFO - __main__ - ########## val_vi_acc 0.714859437751004 ########## 04/12/2022 19:04:41 - INFO - __main__ - ########## val_zh_acc 0.7120481927710843 ########## 04/12/2022 19:04:51 - INFO - __main__ - ########## test_ar_acc 0.682435129740519 ########## 04/12/2022 19:05:01 - INFO - __main__ - ########## test_bg_acc 0.7285429141716567 ########## 04/12/2022 19:05:10 - INFO - __main__ - ########## test_de_acc 0.7289421157684631 ########## 04/12/2022 19:05:20 - INFO - __main__ - ########## test_el_acc 0.7171656686626746 ########## 04/12/2022 19:05:29 - INFO - __main__ - ########## test_en_acc 0.8171656686626747 ########## 04/12/2022 19:05:39 - INFO - __main__ - ########## test_es_acc 0.7502994011976047 ########## 04/12/2022 19:05:48 - INFO - __main__ - ########## test_fr_acc 0.7516966067864271 ########## 04/12/2022 19:05:59 - INFO - __main__ - ########## test_hi_acc 0.6580838323353293 ########## 04/12/2022 19:06:08 - INFO - __main__ - ########## test_ru_acc 0.7173652694610778 ########## 04/12/2022 19:06:18 - INFO - __main__ - ########## test_sw_acc 0.663872255489022 ########## 04/12/2022 19:06:27 - INFO - __main__ - ########## test_th_acc 0.6686626746506986 ########## 04/12/2022 19:06:36 - INFO - __main__ - ########## test_tr_acc 0.6904191616766467 ########## 04/12/2022 19:06:46 - INFO - __main__ - ########## test_ur_acc 0.6151696606786428 ########## 04/12/2022 19:06:55 - INFO - __main__ - ########## test_vi_acc 0.7267465069860279 ########## 04/12/2022 19:07:05 - INFO - __main__ - ########## test_zh_acc 0.7127744510978044 ########## 04/12/2022 19:07:05 - INFO - __main__ - val_ar_acc = 0.6795180722891566 04/12/2022 19:07:05 - INFO - __main__ - val_bg_acc = 0.7196787148594378 04/12/2022 19:07:05 - INFO - __main__ - val_de_acc = 0.7353413654618474 04/12/2022 19:07:05 - INFO - __main__ - val_el_acc = 0.7056224899598393 04/12/2022 19:07:05 - INFO - __main__ - val_en_acc = 0.8156626506024096 04/12/2022 19:07:05 - INFO - __main__ - val_es_acc = 0.7570281124497992 04/12/2022 19:07:05 - INFO - __main__ - val_fr_acc = 0.7502008032128514 04/12/2022 19:07:05 - INFO - __main__ - val_hi_acc = 0.6570281124497992 04/12/2022 19:07:05 - INFO - __main__ - val_ru_acc = 0.6959839357429719 04/12/2022 19:07:05 - INFO - __main__ - val_sw_acc = 0.6497991967871486 04/12/2022 19:07:05 - INFO - __main__ - val_th_acc = 0.6702811244979919 04/12/2022 19:07:05 - INFO - __main__ - val_tr_acc = 0.6827309236947792 04/12/2022 19:07:05 - INFO - __main__ - val_ur_acc = 0.6032128514056225 04/12/2022 19:07:05 - INFO - __main__ - val_vi_acc = 0.714859437751004 04/12/2022 19:07:05 - INFO - __main__ - val_zh_acc = 0.7120481927710843 04/12/2022 19:07:05 - INFO - __main__ - val_avg_acc = 0.7032663989290494 04/12/2022 19:07:05 - INFO - __main__ - test_ar_acc = 0.682435129740519 04/12/2022 19:07:05 - INFO - __main__ - test_bg_acc = 0.7285429141716567 04/12/2022 19:07:05 - INFO - __main__ - test_de_acc = 0.7289421157684631 04/12/2022 19:07:05 - INFO - __main__ - test_el_acc = 0.7171656686626746 04/12/2022 19:07:05 - INFO - __main__ - test_en_acc = 0.8171656686626747 04/12/2022 19:07:05 - INFO - __main__ - test_es_acc = 0.7502994011976047 04/12/2022 19:07:05 - INFO - __main__ - test_fr_acc = 0.7516966067864271 04/12/2022 19:07:05 - INFO - __main__ - test_hi_acc = 0.6580838323353293 04/12/2022 19:07:05 - INFO - __main__ - test_ru_acc = 0.7173652694610778 04/12/2022 19:07:05 - INFO - __main__ - test_sw_acc = 0.663872255489022 04/12/2022 19:07:05 - INFO - __main__ - test_th_acc = 0.6686626746506986 04/12/2022 19:07:05 - INFO - __main__ - test_tr_acc = 0.6904191616766467 04/12/2022 19:07:05 - INFO - __main__ - test_ur_acc = 0.6151696606786428 04/12/2022 19:07:05 - INFO - __main__ - test_vi_acc = 0.7267465069860279 04/12/2022 19:07:05 - INFO - __main__ - test_zh_acc = 0.7127744510978044 04/12/2022 19:07:05 - INFO - __main__ - test_avg_acc = 0.7086227544910179 04/12/2022 19:07:06 - INFO - utils - remove old ckpt: xnli_right_avg_new/ckpt/step-75000-test_avg_acc-0.7086227544910179-val_avg_acc-0.7032663989290494 04/12/2022 19:07:06 - INFO - __main__ - ********** Evaluating Done ********** 04/12/2022 19:07:11 - INFO - __main__ - global_steps 75050 loss: 0.39658627 04/12/2022 19:07:15 - INFO - __main__ - global_steps 75100 loss: 0.35760097 04/12/2022 19:07:20 - INFO - __main__ - global_steps 75150 loss: 0.42066868 04/12/2022 19:07:25 - INFO - __main__ - global_steps 75200 loss: 0.41991219 04/12/2022 19:07:30 - INFO - __main__ - global_steps 75250 loss: 0.40538593 04/12/2022 19:07:35 - INFO - __main__ - global_steps 75300 loss: 0.40238209 04/12/2022 19:07:40 - INFO - __main__ - global_steps 75350 loss: 0.40383717 04/12/2022 19:07:45 - INFO - __main__ - global_steps 75400 loss: 0.38703635 04/12/2022 19:07:50 - INFO - __main__ - global_steps 75450 loss: 0.35045562 04/12/2022 19:07:55 - INFO - __main__ - global_steps 75500 loss: 0.34489411 04/12/2022 19:07:59 - INFO - __main__ - global_steps 75550 loss: 0.40888832 04/12/2022 19:08:04 - INFO - __main__ - global_steps 75600 loss: 0.47950414 04/12/2022 19:08:09 - INFO - __main__ - global_steps 75650 loss: 0.40717783 04/12/2022 19:08:14 - INFO - __main__ - global_steps 75700 loss: 0.41643246 04/12/2022 19:08:19 - INFO - __main__ - global_steps 75750 loss: 0.39087670 04/12/2022 19:08:24 - INFO - __main__ - global_steps 75800 loss: 0.44148283 04/12/2022 19:08:29 - INFO - __main__ - global_steps 75850 loss: 0.39119666 04/12/2022 19:08:34 - INFO - __main__ - global_steps 75900 loss: 0.39886377 04/12/2022 19:08:39 - INFO - __main__ - global_steps 75950 loss: 0.36706944 04/12/2022 19:08:43 - INFO - __main__ - global_steps 76000 loss: 0.36690982 04/12/2022 19:08:48 - INFO - __main__ - global_steps 76050 loss: 0.37785670 04/12/2022 19:08:53 - INFO - __main__ - global_steps 76100 loss: 0.40049265 04/12/2022 19:08:58 - INFO - __main__ - global_steps 76150 loss: 0.36504575 04/12/2022 19:09:02 - INFO - __main__ - global_steps 76200 loss: 0.40901502 04/12/2022 19:09:07 - INFO - __main__ - global_steps 76250 loss: 0.33750120 04/12/2022 19:09:12 - INFO - __main__ - global_steps 76300 loss: 0.39874571 04/12/2022 19:09:17 - INFO - __main__ - global_steps 76350 loss: 0.40163135 04/12/2022 19:09:22 - INFO - __main__ - global_steps 76400 loss: 0.38506260 04/12/2022 19:09:27 - INFO - __main__ - global_steps 76450 loss: 0.36713383 04/12/2022 19:09:31 - INFO - __main__ - global_steps 76500 loss: 0.47020452 04/12/2022 19:09:36 - INFO - __main__ - global_steps 76550 loss: 0.45433497 04/12/2022 19:09:40 - INFO - __main__ - global_steps 76600 loss: 0.33310478 04/12/2022 19:09:45 - INFO - __main__ - global_steps 76650 loss: 0.43465705 04/12/2022 19:09:50 - INFO - __main__ - global_steps 76700 loss: 0.41967043 04/12/2022 19:09:54 - INFO - __main__ - global_steps 76750 loss: 0.29888421 04/12/2022 19:09:59 - INFO - __main__ - global_steps 76800 loss: 0.39953802 04/12/2022 19:10:04 - INFO - __main__ - global_steps 76850 loss: 0.35167358 04/12/2022 19:10:09 - INFO - __main__ - global_steps 76900 loss: 0.46752007 04/12/2022 19:10:14 - INFO - __main__ - global_steps 76950 loss: 0.35364365 04/12/2022 19:10:19 - INFO - __main__ - global_steps 77000 loss: 0.35851309 04/12/2022 19:10:24 - INFO - __main__ - global_steps 77050 loss: 0.45395027 04/12/2022 19:10:28 - INFO - __main__ - global_steps 77100 loss: 0.39752321 04/12/2022 19:10:33 - INFO - __main__ - global_steps 77150 loss: 0.38344313 04/12/2022 19:10:38 - INFO - __main__ - global_steps 77200 loss: 0.45996463 04/12/2022 19:10:43 - INFO - __main__ - global_steps 77250 loss: 0.43153036 04/12/2022 19:10:47 - INFO - __main__ - global_steps 77300 loss: 0.40209790 04/12/2022 19:10:52 - INFO - __main__ - global_steps 77350 loss: 0.48697386 04/12/2022 19:10:57 - INFO - __main__ - global_steps 77400 loss: 0.32793083 04/12/2022 19:11:02 - INFO - __main__ - global_steps 77450 loss: 0.41861898 04/12/2022 19:11:07 - INFO - __main__ - global_steps 77500 loss: 0.41002712 04/12/2022 19:11:07 - INFO - __main__ - ********** Running evaluating ********** 04/12/2022 19:11:12 - INFO - __main__ - ########## val_ar_acc 0.6943775100401607 ########## 04/12/2022 19:11:16 - INFO - __main__ - ########## val_bg_acc 0.7337349397590361 ########## 04/12/2022 19:11:21 - INFO - __main__ - ########## val_de_acc 0.7437751004016064 ########## 04/12/2022 19:11:26 - INFO - __main__ - ########## val_el_acc 0.7240963855421687 ########## 04/12/2022 19:11:30 - INFO - __main__ - ########## val_en_acc 0.8333333333333334 ########## 04/12/2022 19:11:35 - INFO - __main__ - ########## val_es_acc 0.7698795180722892 ########## 04/12/2022 19:11:39 - INFO - __main__ - ########## val_fr_acc 0.765863453815261 ########## 04/12/2022 19:11:44 - INFO - __main__ - ########## val_hi_acc 0.6738955823293172 ########## 04/12/2022 19:11:49 - INFO - __main__ - ########## val_ru_acc 0.7168674698795181 ########## 04/12/2022 19:11:53 - INFO - __main__ - ########## val_sw_acc 0.6546184738955824 ########## 04/12/2022 19:11:58 - INFO - __main__ - ########## val_th_acc 0.6738955823293172 ########## 04/12/2022 19:12:02 - INFO - __main__ - ########## val_tr_acc 0.7088353413654619 ########## 04/12/2022 19:12:07 - INFO - __main__ - ########## val_ur_acc 0.6116465863453815 ########## 04/12/2022 19:12:12 - INFO - __main__ - ########## val_vi_acc 0.7216867469879518 ########## 04/12/2022 19:12:16 - INFO - __main__ - ########## val_zh_acc 0.7220883534136546 ########## 04/12/2022 19:12:26 - INFO - __main__ - ########## test_ar_acc 0.6980039920159681 ########## 04/12/2022 19:12:36 - INFO - __main__ - ########## test_bg_acc 0.7457085828343314 ########## 04/12/2022 19:12:45 - INFO - __main__ - ########## test_de_acc 0.7421157684630738 ########## 04/12/2022 19:12:55 - INFO - __main__ - ########## test_el_acc 0.7311377245508982 ########## 04/12/2022 19:13:04 - INFO - __main__ - ########## test_en_acc 0.8271457085828343 ########## 04/12/2022 19:13:13 - INFO - __main__ - ########## test_es_acc 0.769061876247505 ########## 04/12/2022 19:13:23 - INFO - __main__ - ########## test_fr_acc 0.7678642714570858 ########## 04/12/2022 19:13:33 - INFO - __main__ - ########## test_hi_acc 0.6736526946107785 ########## 04/12/2022 19:13:43 - INFO - __main__ - ########## test_ru_acc 0.7297405189620758 ########## 04/12/2022 19:13:52 - INFO - __main__ - ########## test_sw_acc 0.6744510978043912 ########## 04/12/2022 19:14:02 - INFO - __main__ - ########## test_th_acc 0.6790419161676646 ########## 04/12/2022 19:14:11 - INFO - __main__ - ########## test_tr_acc 0.7025948103792415 ########## 04/12/2022 19:14:21 - INFO - __main__ - ########## test_ur_acc 0.6251497005988024 ########## 04/12/2022 19:14:31 - INFO - __main__ - ########## test_vi_acc 0.7321357285429142 ########## 04/12/2022 19:14:40 - INFO - __main__ - ########## test_zh_acc 0.7273453093812375 ########## 04/12/2022 19:14:40 - INFO - __main__ - val_ar_acc = 0.6943775100401607 04/12/2022 19:14:40 - INFO - __main__ - val_bg_acc = 0.7337349397590361 04/12/2022 19:14:40 - INFO - __main__ - val_de_acc = 0.7437751004016064 04/12/2022 19:14:40 - INFO - __main__ - val_el_acc = 0.7240963855421687 04/12/2022 19:14:40 - INFO - __main__ - val_en_acc = 0.8333333333333334 04/12/2022 19:14:40 - INFO - __main__ - val_es_acc = 0.7698795180722892 04/12/2022 19:14:40 - INFO - __main__ - val_fr_acc = 0.765863453815261 04/12/2022 19:14:40 - INFO - __main__ - val_hi_acc = 0.6738955823293172 04/12/2022 19:14:40 - INFO - __main__ - val_ru_acc = 0.7168674698795181 04/12/2022 19:14:40 - INFO - __main__ - val_sw_acc = 0.6546184738955824 04/12/2022 19:14:40 - INFO - __main__ - val_th_acc = 0.6738955823293172 04/12/2022 19:14:40 - INFO - __main__ - val_tr_acc = 0.7088353413654619 04/12/2022 19:14:40 - INFO - __main__ - val_ur_acc = 0.6116465863453815 04/12/2022 19:14:40 - INFO - __main__ - val_vi_acc = 0.7216867469879518 04/12/2022 19:14:40 - INFO - __main__ - val_zh_acc = 0.7220883534136546 04/12/2022 19:14:40 - INFO - __main__ - val_avg_acc = 0.7165729585006695 04/12/2022 19:14:40 - INFO - __main__ - test_ar_acc = 0.6980039920159681 04/12/2022 19:14:40 - INFO - __main__ - test_bg_acc = 0.7457085828343314 04/12/2022 19:14:40 - INFO - __main__ - test_de_acc = 0.7421157684630738 04/12/2022 19:14:40 - INFO - __main__ - test_el_acc = 0.7311377245508982 04/12/2022 19:14:40 - INFO - __main__ - test_en_acc = 0.8271457085828343 04/12/2022 19:14:40 - INFO - __main__ - test_es_acc = 0.769061876247505 04/12/2022 19:14:40 - INFO - __main__ - test_fr_acc = 0.7678642714570858 04/12/2022 19:14:40 - INFO - __main__ - test_hi_acc = 0.6736526946107785 04/12/2022 19:14:40 - INFO - __main__ - test_ru_acc = 0.7297405189620758 04/12/2022 19:14:40 - INFO - __main__ - test_sw_acc = 0.6744510978043912 04/12/2022 19:14:40 - INFO - __main__ - test_th_acc = 0.6790419161676646 04/12/2022 19:14:40 - INFO - __main__ - test_tr_acc = 0.7025948103792415 04/12/2022 19:14:40 - INFO - __main__ - test_ur_acc = 0.6251497005988024 04/12/2022 19:14:40 - INFO - __main__ - test_vi_acc = 0.7321357285429142 04/12/2022 19:14:40 - INFO - __main__ - test_zh_acc = 0.7273453093812375 04/12/2022 19:14:40 - INFO - __main__ - test_avg_acc = 0.7216766467065868 04/12/2022 19:14:41 - INFO - utils - remove old ckpt: xnli_right_avg_new/ckpt/step-77500-test_avg_acc-0.7216766467065868-val_avg_acc-0.7165729585006695 04/12/2022 19:14:41 - INFO - __main__ - ********** Evaluating Done ********** 04/12/2022 19:14:47 - INFO - __main__ - global_steps 77550 loss: 0.40175460 04/12/2022 19:14:52 - INFO - __main__ - global_steps 77600 loss: 0.34928893 04/12/2022 19:14:57 - INFO - __main__ - global_steps 77650 loss: 0.40216429 04/12/2022 19:15:01 - INFO - __main__ - global_steps 77700 loss: 0.35482514 04/12/2022 19:15:06 - INFO - __main__ - global_steps 77750 loss: 0.39814524 04/12/2022 19:15:11 - INFO - __main__ - global_steps 77800 loss: 0.40554155 04/12/2022 19:15:16 - INFO - __main__ - global_steps 77850 loss: 0.38008695 04/12/2022 19:15:20 - INFO - __main__ - global_steps 77900 loss: 0.37555607 04/12/2022 19:15:25 - INFO - __main__ - global_steps 77950 loss: 0.37518591 04/12/2022 19:15:30 - INFO - __main__ - global_steps 78000 loss: 0.34250139 04/12/2022 19:15:35 - INFO - __main__ - global_steps 78050 loss: 0.34328543 04/12/2022 19:15:40 - INFO - __main__ - global_steps 78100 loss: 0.35335576 04/12/2022 19:15:45 - INFO - __main__ - global_steps 78150 loss: 0.37887863 04/12/2022 19:15:50 - INFO - __main__ - global_steps 78200 loss: 0.38446729 04/12/2022 19:15:55 - INFO - __main__ - global_steps 78250 loss: 0.42219920 04/12/2022 19:16:00 - INFO - __main__ - global_steps 78300 loss: 0.34452308 04/12/2022 19:16:04 - INFO - __main__ - global_steps 78350 loss: 0.41862383 04/12/2022 19:16:09 - INFO - __main__ - global_steps 78400 loss: 0.43665122 04/12/2022 19:16:14 - INFO - __main__ - global_steps 78450 loss: 0.45371749 04/12/2022 19:16:19 - INFO - __main__ - global_steps 78500 loss: 0.34148442 04/12/2022 19:16:23 - INFO - __main__ - global_steps 78550 loss: 0.46272338 04/12/2022 19:16:28 - INFO - __main__ - global_steps 78600 loss: 0.44408210 04/12/2022 19:16:33 - INFO - __main__ - global_steps 78650 loss: 0.43207955 04/12/2022 19:16:38 - INFO - __main__ - global_steps 78700 loss: 0.40206668 04/12/2022 19:16:43 - INFO - __main__ - global_steps 78750 loss: 0.35096363 04/12/2022 19:16:48 - INFO - __main__ - global_steps 78800 loss: 0.35463446 04/12/2022 19:16:52 - INFO - __main__ - global_steps 78850 loss: 0.47745962 04/12/2022 19:16:57 - INFO - __main__ - global_steps 78900 loss: 0.40983813 04/12/2022 19:17:02 - INFO - __main__ - global_steps 78950 loss: 0.37386593 04/12/2022 19:17:06 - INFO - __main__ - global_steps 79000 loss: 0.33428310 04/12/2022 19:17:11 - INFO - __main__ - global_steps 79050 loss: 0.36558012 04/12/2022 19:17:16 - INFO - __main__ - global_steps 79100 loss: 0.42723783 04/12/2022 19:17:21 - INFO - __main__ - global_steps 79150 loss: 0.40440824 04/12/2022 19:17:26 - INFO - __main__ - global_steps 79200 loss: 0.44724018 04/12/2022 19:17:31 - INFO - __main__ - global_steps 79250 loss: 0.41977146 04/12/2022 19:17:35 - INFO - __main__ - global_steps 79300 loss: 0.35151969 04/12/2022 19:17:40 - INFO - __main__ - global_steps 79350 loss: 0.37903588 04/12/2022 19:17:45 - INFO - __main__ - global_steps 79400 loss: 0.36510643 04/12/2022 19:17:50 - INFO - __main__ - global_steps 79450 loss: 0.44688292 04/12/2022 19:17:55 - INFO - __main__ - global_steps 79500 loss: 0.37109345 04/12/2022 19:18:00 - INFO - __main__ - global_steps 79550 loss: 0.44459037 04/12/2022 19:18:05 - INFO - __main__ - global_steps 79600 loss: 0.48092674 04/12/2022 19:18:10 - INFO - __main__ - global_steps 79650 loss: 0.39250639 04/12/2022 19:18:14 - INFO - __main__ - global_steps 79700 loss: 0.32870085 04/12/2022 19:18:19 - INFO - __main__ - global_steps 79750 loss: 0.39244280 04/12/2022 19:18:24 - INFO - __main__ - global_steps 79800 loss: 0.39583328 04/12/2022 19:18:29 - INFO - __main__ - global_steps 79850 loss: 0.33309508 04/12/2022 19:18:34 - INFO - __main__ - global_steps 79900 loss: 0.34863351 04/12/2022 19:18:39 - INFO - __main__ - global_steps 79950 loss: 0.41859287 04/12/2022 19:18:44 - INFO - __main__ - global_steps 80000 loss: 0.41309411 04/12/2022 19:18:44 - INFO - __main__ - ********** Running evaluating ********** 04/12/2022 19:18:49 - INFO - __main__ - ########## val_ar_acc 0.6839357429718875 ########## 04/12/2022 19:18:53 - INFO - __main__ - ########## val_bg_acc 0.7248995983935743 ########## 04/12/2022 19:18:58 - INFO - __main__ - ########## val_de_acc 0.7441767068273092 ########## 04/12/2022 19:19:03 - INFO - __main__ - ########## val_el_acc 0.7224899598393574 ########## 04/12/2022 19:19:08 - INFO - __main__ - ########## val_en_acc 0.8204819277108434 ########## 04/12/2022 19:19:12 - INFO - __main__ - ########## val_es_acc 0.7626506024096386 ########## 04/12/2022 19:19:17 - INFO - __main__ - ########## val_fr_acc 0.7538152610441767 ########## 04/12/2022 19:19:22 - INFO - __main__ - ########## val_hi_acc 0.6546184738955824 ########## 04/12/2022 19:19:27 - INFO - __main__ - ########## val_ru_acc 0.7132530120481928 ########## 04/12/2022 19:19:32 - INFO - __main__ - ########## val_sw_acc 0.6562248995983936 ########## 04/12/2022 19:19:36 - INFO - __main__ - ########## val_th_acc 0.6606425702811245 ########## 04/12/2022 19:19:41 - INFO - __main__ - ########## val_tr_acc 0.691566265060241 ########## 04/12/2022 19:19:46 - INFO - __main__ - ########## val_ur_acc 0.61285140562249 ########## 04/12/2022 19:19:50 - INFO - __main__ - ########## val_vi_acc 0.7164658634538152 ########## 04/12/2022 19:19:55 - INFO - __main__ - ########## val_zh_acc 0.7128514056224899 ########## 04/12/2022 19:20:04 - INFO - __main__ - ########## test_ar_acc 0.6900199600798403 ########## 04/12/2022 19:20:14 - INFO - __main__ - ########## test_bg_acc 0.7421157684630738 ########## 04/12/2022 19:20:23 - INFO - __main__ - ########## test_de_acc 0.7393213572854291 ########## 04/12/2022 19:20:33 - INFO - __main__ - ########## test_el_acc 0.7361277445109781 ########## 04/12/2022 19:20:42 - INFO - __main__ - ########## test_en_acc 0.8315369261477046 ########## 04/12/2022 19:20:51 - INFO - __main__ - ########## test_es_acc 0.7676646706586826 ########## 04/12/2022 19:21:01 - INFO - __main__ - ########## test_fr_acc 0.7622754491017965 ########## 04/12/2022 19:21:11 - INFO - __main__ - ########## test_hi_acc 0.6560878243512974 ########## 04/12/2022 19:21:21 - INFO - __main__ - ########## test_ru_acc 0.7285429141716567 ########## 04/12/2022 19:21:30 - INFO - __main__ - ########## test_sw_acc 0.666067864271457 ########## 04/12/2022 19:21:39 - INFO - __main__ - ########## test_th_acc 0.6580838323353293 ########## 04/12/2022 19:21:49 - INFO - __main__ - ########## test_tr_acc 0.6864271457085829 ########## 04/12/2022 19:21:59 - INFO - __main__ - ########## test_ur_acc 0.615369261477046 ########## 04/12/2022 19:22:08 - INFO - __main__ - ########## test_vi_acc 0.7159680638722555 ########## 04/12/2022 19:22:18 - INFO - __main__ - ########## test_zh_acc 0.7047904191616766 ########## 04/12/2022 19:22:18 - INFO - __main__ - val_ar_acc = 0.6839357429718875 04/12/2022 19:22:18 - INFO - __main__ - val_bg_acc = 0.7248995983935743 04/12/2022 19:22:18 - INFO - __main__ - val_de_acc = 0.7441767068273092 04/12/2022 19:22:18 - INFO - __main__ - val_el_acc = 0.7224899598393574 04/12/2022 19:22:18 - INFO - __main__ - val_en_acc = 0.8204819277108434 04/12/2022 19:22:18 - INFO - __main__ - val_es_acc = 0.7626506024096386 04/12/2022 19:22:18 - INFO - __main__ - val_fr_acc = 0.7538152610441767 04/12/2022 19:22:18 - INFO - __main__ - val_hi_acc = 0.6546184738955824 04/12/2022 19:22:18 - INFO - __main__ - val_ru_acc = 0.7132530120481928 04/12/2022 19:22:18 - INFO - __main__ - val_sw_acc = 0.6562248995983936 04/12/2022 19:22:18 - INFO - __main__ - val_th_acc = 0.6606425702811245 04/12/2022 19:22:18 - INFO - __main__ - val_tr_acc = 0.691566265060241 04/12/2022 19:22:18 - INFO - __main__ - val_ur_acc = 0.61285140562249 04/12/2022 19:22:18 - INFO - __main__ - val_vi_acc = 0.7164658634538152 04/12/2022 19:22:18 - INFO - __main__ - val_zh_acc = 0.7128514056224899 04/12/2022 19:22:18 - INFO - __main__ - val_avg_acc = 0.7087282463186078 04/12/2022 19:22:18 - INFO - __main__ - test_ar_acc = 0.6900199600798403 04/12/2022 19:22:18 - INFO - __main__ - test_bg_acc = 0.7421157684630738 04/12/2022 19:22:18 - INFO - __main__ - test_de_acc = 0.7393213572854291 04/12/2022 19:22:18 - INFO - __main__ - test_el_acc = 0.7361277445109781 04/12/2022 19:22:18 - INFO - __main__ - test_en_acc = 0.8315369261477046 04/12/2022 19:22:18 - INFO - __main__ - test_es_acc = 0.7676646706586826 04/12/2022 19:22:18 - INFO - __main__ - test_fr_acc = 0.7622754491017965 04/12/2022 19:22:18 - INFO - __main__ - test_hi_acc = 0.6560878243512974 04/12/2022 19:22:18 - INFO - __main__ - test_ru_acc = 0.7285429141716567 04/12/2022 19:22:18 - INFO - __main__ - test_sw_acc = 0.666067864271457 04/12/2022 19:22:18 - INFO - __main__ - test_th_acc = 0.6580838323353293 04/12/2022 19:22:18 - INFO - __main__ - test_tr_acc = 0.6864271457085829 04/12/2022 19:22:18 - INFO - __main__ - test_ur_acc = 0.615369261477046 04/12/2022 19:22:18 - INFO - __main__ - test_vi_acc = 0.7159680638722555 04/12/2022 19:22:18 - INFO - __main__ - test_zh_acc = 0.7047904191616766 04/12/2022 19:22:18 - INFO - __main__ - test_avg_acc = 0.7133599467731204 04/12/2022 19:22:19 - INFO - utils - remove old ckpt: xnli_right_avg_new/ckpt/step-80000-test_avg_acc-0.7133599467731204-val_avg_acc-0.7087282463186078 04/12/2022 19:22:19 - INFO - __main__ - ********** Evaluating Done ********** 04/12/2022 19:22:24 - INFO - __main__ - global_steps 80050 loss: 0.41317343 04/12/2022 19:22:29 - INFO - __main__ - global_steps 80100 loss: 0.37307390 04/12/2022 19:22:34 - INFO - __main__ - global_steps 80150 loss: 0.35513975 04/12/2022 19:22:39 - INFO - __main__ - global_steps 80200 loss: 0.41718833 04/12/2022 19:22:43 - INFO - __main__ - global_steps 80250 loss: 0.37264767 04/12/2022 19:22:48 - INFO - __main__ - global_steps 80300 loss: 0.45592333 04/12/2022 19:22:53 - INFO - __main__ - global_steps 80350 loss: 0.42677843 04/12/2022 19:22:58 - INFO - __main__ - global_steps 80400 loss: 0.38997534 04/12/2022 19:23:03 - INFO - __main__ - global_steps 80450 loss: 0.39638802 04/12/2022 19:23:08 - INFO - __main__ - global_steps 80500 loss: 0.40505999 04/12/2022 19:23:13 - INFO - __main__ - global_steps 80550 loss: 0.42634416 04/12/2022 19:23:18 - INFO - __main__ - global_steps 80600 loss: 0.37377070 04/12/2022 19:23:22 - INFO - __main__ - global_steps 80650 loss: 0.31724749 04/12/2022 19:23:27 - INFO - __main__ - global_steps 80700 loss: 0.38673186 04/12/2022 19:23:32 - INFO - __main__ - global_steps 80750 loss: 0.39617130 04/12/2022 19:23:37 - INFO - __main__ - global_steps 80800 loss: 0.43009559 04/12/2022 19:23:42 - INFO - __main__ - global_steps 80850 loss: 0.35469687 04/12/2022 19:23:47 - INFO - __main__ - global_steps 80900 loss: 0.32657306 04/12/2022 19:23:52 - INFO - __main__ - global_steps 80950 loss: 0.32350972 04/12/2022 19:23:57 - INFO - __main__ - global_steps 81000 loss: 0.33289128 04/12/2022 19:24:01 - INFO - __main__ - global_steps 81050 loss: 0.40291155 04/12/2022 19:24:06 - INFO - __main__ - global_steps 81100 loss: 0.41567810 04/12/2022 19:24:11 - INFO - __main__ - global_steps 81150 loss: 0.37887268 04/12/2022 19:24:16 - INFO - __main__ - global_steps 81200 loss: 0.37501576 04/12/2022 19:24:21 - INFO - __main__ - global_steps 81250 loss: 0.38165871 04/12/2022 19:24:26 - INFO - __main__ - global_steps 81300 loss: 0.36917613 04/12/2022 19:24:31 - INFO - __main__ - global_steps 81350 loss: 0.34446306 04/12/2022 19:24:36 - INFO - __main__ - global_steps 81400 loss: 0.35084332 04/12/2022 19:24:40 - INFO - __main__ - global_steps 81450 loss: 0.41171978 04/12/2022 19:24:45 - INFO - __main__ - global_steps 81500 loss: 0.43370483 04/12/2022 19:24:50 - INFO - __main__ - global_steps 81550 loss: 0.42685907 04/12/2022 19:24:55 - INFO - __main__ - global_steps 81600 loss: 0.42835808 04/12/2022 19:25:00 - INFO - __main__ - global_steps 81650 loss: 0.40210369 04/12/2022 19:25:05 - INFO - __main__ - global_steps 81700 loss: 0.37687248 04/12/2022 19:25:09 - INFO - __main__ - global_steps 81750 loss: 0.37615218 04/12/2022 19:25:14 - INFO - __main__ - global_steps 81800 loss: 0.41910894 04/12/2022 19:25:19 - INFO - __main__ - global_steps 81850 loss: 0.39312674 04/12/2022 19:25:23 - INFO - __main__ - global_steps 81900 loss: 0.35076163 04/12/2022 19:25:28 - INFO - __main__ - global_steps 81950 loss: 0.35178021 04/12/2022 19:25:33 - INFO - __main__ - global_steps 82000 loss: 0.37527658 04/12/2022 19:25:38 - INFO - __main__ - global_steps 82050 loss: 0.38411171 04/12/2022 19:25:43 - INFO - __main__ - global_steps 82100 loss: 0.40196870 04/12/2022 19:25:48 - INFO - __main__ - global_steps 82150 loss: 0.39965490 04/12/2022 19:25:53 - INFO - __main__ - global_steps 82200 loss: 0.37608052 04/12/2022 19:25:58 - INFO - __main__ - global_steps 82250 loss: 0.42010921 04/12/2022 19:26:02 - INFO - __main__ - global_steps 82300 loss: 0.34625833 04/12/2022 19:26:07 - INFO - __main__ - global_steps 82350 loss: 0.42345530 04/12/2022 19:26:12 - INFO - __main__ - global_steps 82400 loss: 0.40619530 04/12/2022 19:26:17 - INFO - __main__ - global_steps 82450 loss: 0.35822440 04/12/2022 19:26:21 - INFO - __main__ - global_steps 82500 loss: 0.45733734 04/12/2022 19:26:21 - INFO - __main__ - ********** Running evaluating ********** 04/12/2022 19:26:26 - INFO - __main__ - ########## val_ar_acc 0.6843373493975904 ########## 04/12/2022 19:26:31 - INFO - __main__ - ########## val_bg_acc 0.7305220883534137 ########## 04/12/2022 19:26:36 - INFO - __main__ - ########## val_de_acc 0.7393574297188755 ########## 04/12/2022 19:26:40 - INFO - __main__ - ########## val_el_acc 0.7144578313253012 ########## 04/12/2022 19:26:45 - INFO - __main__ - ########## val_en_acc 0.8281124497991967 ########## 04/12/2022 19:26:49 - INFO - __main__ - ########## val_es_acc 0.7578313253012048 ########## 04/12/2022 19:26:54 - INFO - __main__ - ########## val_fr_acc 0.7586345381526104 ########## 04/12/2022 19:26:59 - INFO - __main__ - ########## val_hi_acc 0.6578313253012048 ########## 04/12/2022 19:27:03 - INFO - __main__ - ########## val_ru_acc 0.7076305220883534 ########## 04/12/2022 19:27:07 - INFO - __main__ - ########## val_sw_acc 0.6477911646586345 ########## 04/12/2022 19:27:12 - INFO - __main__ - ########## val_th_acc 0.6811244979919678 ########## 04/12/2022 19:27:16 - INFO - __main__ - ########## val_tr_acc 0.697991967871486 ########## 04/12/2022 19:27:21 - INFO - __main__ - ########## val_ur_acc 0.5979919678714859 ########## 04/12/2022 19:27:25 - INFO - __main__ - ########## val_vi_acc 0.7269076305220884 ########## 04/12/2022 19:27:30 - INFO - __main__ - ########## val_zh_acc 0.7208835341365462 ########## 04/12/2022 19:27:39 - INFO - __main__ - ########## test_ar_acc 0.6798403193612774 ########## 04/12/2022 19:27:49 - INFO - __main__ - ########## test_bg_acc 0.7365269461077845 ########## 04/12/2022 19:27:59 - INFO - __main__ - ########## test_de_acc 0.7313373253493014 ########## 04/12/2022 19:28:09 - INFO - __main__ - ########## test_el_acc 0.7237524950099801 ########## 04/12/2022 19:28:17 - INFO - __main__ - ########## test_en_acc 0.8243512974051896 ########## 04/12/2022 19:28:27 - INFO - __main__ - ########## test_es_acc 0.7598802395209581 ########## 04/12/2022 19:28:36 - INFO - __main__ - ########## test_fr_acc 0.7610778443113773 ########## 04/12/2022 19:28:46 - INFO - __main__ - ########## test_hi_acc 0.6602794411177645 ########## 04/12/2022 19:28:56 - INFO - __main__ - ########## test_ru_acc 0.7241516966067865 ########## 04/12/2022 19:29:05 - INFO - __main__ - ########## test_sw_acc 0.6602794411177645 ########## 04/12/2022 19:29:14 - INFO - __main__ - ########## test_th_acc 0.6834331337325349 ########## 04/12/2022 19:29:24 - INFO - __main__ - ########## test_tr_acc 0.6962075848303393 ########## 04/12/2022 19:29:34 - INFO - __main__ - ########## test_ur_acc 0.6135728542914172 ########## 04/12/2022 19:29:43 - INFO - __main__ - ########## test_vi_acc 0.7295409181636726 ########## 04/12/2022 19:29:53 - INFO - __main__ - ########## test_zh_acc 0.7177644710578842 ########## 04/12/2022 19:29:53 - INFO - __main__ - val_ar_acc = 0.6843373493975904 04/12/2022 19:29:53 - INFO - __main__ - val_bg_acc = 0.7305220883534137 04/12/2022 19:29:53 - INFO - __main__ - val_de_acc = 0.7393574297188755 04/12/2022 19:29:53 - INFO - __main__ - val_el_acc = 0.7144578313253012 04/12/2022 19:29:53 - INFO - __main__ - val_en_acc = 0.8281124497991967 04/12/2022 19:29:53 - INFO - __main__ - val_es_acc = 0.7578313253012048 04/12/2022 19:29:53 - INFO - __main__ - val_fr_acc = 0.7586345381526104 04/12/2022 19:29:53 - INFO - __main__ - val_hi_acc = 0.6578313253012048 04/12/2022 19:29:53 - INFO - __main__ - val_ru_acc = 0.7076305220883534 04/12/2022 19:29:53 - INFO - __main__ - val_sw_acc = 0.6477911646586345 04/12/2022 19:29:53 - INFO - __main__ - val_th_acc = 0.6811244979919678 04/12/2022 19:29:53 - INFO - __main__ - val_tr_acc = 0.697991967871486 04/12/2022 19:29:53 - INFO - __main__ - val_ur_acc = 0.5979919678714859 04/12/2022 19:29:53 - INFO - __main__ - val_vi_acc = 0.7269076305220884 04/12/2022 19:29:53 - INFO - __main__ - val_zh_acc = 0.7208835341365462 04/12/2022 19:29:53 - INFO - __main__ - val_avg_acc = 0.7100937081659974 04/12/2022 19:29:53 - INFO - __main__ - test_ar_acc = 0.6798403193612774 04/12/2022 19:29:53 - INFO - __main__ - test_bg_acc = 0.7365269461077845 04/12/2022 19:29:53 - INFO - __main__ - test_de_acc = 0.7313373253493014 04/12/2022 19:29:53 - INFO - __main__ - test_el_acc = 0.7237524950099801 04/12/2022 19:29:53 - INFO - __main__ - test_en_acc = 0.8243512974051896 04/12/2022 19:29:53 - INFO - __main__ - test_es_acc = 0.7598802395209581 04/12/2022 19:29:53 - INFO - __main__ - test_fr_acc = 0.7610778443113773 04/12/2022 19:29:53 - INFO - __main__ - test_hi_acc = 0.6602794411177645 04/12/2022 19:29:53 - INFO - __main__ - test_ru_acc = 0.7241516966067865 04/12/2022 19:29:53 - INFO - __main__ - test_sw_acc = 0.6602794411177645 04/12/2022 19:29:53 - INFO - __main__ - test_th_acc = 0.6834331337325349 04/12/2022 19:29:53 - INFO - __main__ - test_tr_acc = 0.6962075848303393 04/12/2022 19:29:53 - INFO - __main__ - test_ur_acc = 0.6135728542914172 04/12/2022 19:29:53 - INFO - __main__ - test_vi_acc = 0.7295409181636726 04/12/2022 19:29:53 - INFO - __main__ - test_zh_acc = 0.7177644710578842 04/12/2022 19:29:53 - INFO - __main__ - test_avg_acc = 0.713466400532269 04/12/2022 19:29:54 - INFO - utils - remove old ckpt: xnli_right_avg_new/ckpt/step-82500-test_avg_acc-0.713466400532269-val_avg_acc-0.7100937081659974 04/12/2022 19:29:54 - INFO - __main__ - ********** Evaluating Done ********** 04/12/2022 19:29:59 - INFO - __main__ - global_steps 82550 loss: 0.48482074 04/12/2022 19:30:04 - INFO - __main__ - global_steps 82600 loss: 0.38956217 04/12/2022 19:30:09 - INFO - __main__ - global_steps 82650 loss: 0.40645843 04/12/2022 19:30:14 - INFO - __main__ - global_steps 82700 loss: 0.37976696 04/12/2022 19:30:19 - INFO - __main__ - global_steps 82750 loss: 0.43575825 04/12/2022 19:30:23 - INFO - __main__ - global_steps 82800 loss: 0.34318726 04/12/2022 19:30:28 - INFO - __main__ - global_steps 82850 loss: 0.34651617 04/12/2022 19:30:33 - INFO - __main__ - global_steps 82900 loss: 0.43181596 04/12/2022 19:30:38 - INFO - __main__ - global_steps 82950 loss: 0.40603067 04/12/2022 19:30:43 - INFO - __main__ - global_steps 83000 loss: 0.36036404 04/12/2022 19:30:48 - INFO - __main__ - global_steps 83050 loss: 0.38967148 04/12/2022 19:30:53 - INFO - __main__ - global_steps 83100 loss: 0.30676641 04/12/2022 19:30:58 - INFO - __main__ - global_steps 83150 loss: 0.41354013 04/12/2022 19:31:03 - INFO - __main__ - global_steps 83200 loss: 0.43692211 04/12/2022 19:31:08 - INFO - __main__ - global_steps 83250 loss: 0.42723377 04/12/2022 19:31:13 - INFO - __main__ - global_steps 83300 loss: 0.40696262 04/12/2022 19:31:18 - INFO - __main__ - global_steps 83350 loss: 0.37571881 04/12/2022 19:31:23 - INFO - __main__ - global_steps 83400 loss: 0.41221155 04/12/2022 19:31:27 - INFO - __main__ - global_steps 83450 loss: 0.37157635 04/12/2022 19:31:32 - INFO - __main__ - global_steps 83500 loss: 0.34190036 04/12/2022 19:31:37 - INFO - __main__ - global_steps 83550 loss: 0.46357443 04/12/2022 19:31:42 - INFO - __main__ - global_steps 83600 loss: 0.40359491 04/12/2022 19:31:47 - INFO - __main__ - global_steps 83650 loss: 0.35784425 04/12/2022 19:31:52 - INFO - __main__ - global_steps 83700 loss: 0.40175031 04/12/2022 19:31:57 - INFO - __main__ - global_steps 83750 loss: 0.34080509 04/12/2022 19:32:02 - INFO - __main__ - global_steps 83800 loss: 0.36044292 04/12/2022 19:32:07 - INFO - __main__ - global_steps 83850 loss: 0.32311972 04/12/2022 19:32:12 - INFO - __main__ - global_steps 83900 loss: 0.37538249 04/12/2022 19:32:17 - INFO - __main__ - global_steps 83950 loss: 0.33710526 04/12/2022 19:32:21 - INFO - __main__ - global_steps 84000 loss: 0.38745427 04/12/2022 19:32:26 - INFO - __main__ - global_steps 84050 loss: 0.35597009 04/12/2022 19:32:31 - INFO - __main__ - global_steps 84100 loss: 0.43664982 04/12/2022 19:32:36 - INFO - __main__ - global_steps 84150 loss: 0.44940365 04/12/2022 19:32:41 - INFO - __main__ - global_steps 84200 loss: 0.37463754 04/12/2022 19:32:46 - INFO - __main__ - global_steps 84250 loss: 0.44993001 04/12/2022 19:32:51 - INFO - __main__ - global_steps 84300 loss: 0.41347095 04/12/2022 19:32:56 - INFO - __main__ - global_steps 84350 loss: 0.42401698 04/12/2022 19:33:01 - INFO - __main__ - global_steps 84400 loss: 0.41015956 04/12/2022 19:33:06 - INFO - __main__ - global_steps 84450 loss: 0.32775198 04/12/2022 19:33:11 - INFO - __main__ - global_steps 84500 loss: 0.39623988 04/12/2022 19:33:15 - INFO - __main__ - global_steps 84550 loss: 0.35280661 04/12/2022 19:33:20 - INFO - __main__ - global_steps 84600 loss: 0.39799124 04/12/2022 19:33:25 - INFO - __main__ - global_steps 84650 loss: 0.38785224 04/12/2022 19:33:30 - INFO - __main__ - global_steps 84700 loss: 0.37364779 04/12/2022 19:33:35 - INFO - __main__ - global_steps 84750 loss: 0.30483076 04/12/2022 19:33:40 - INFO - __main__ - global_steps 84800 loss: 0.43923912 04/12/2022 19:33:45 - INFO - __main__ - global_steps 84850 loss: 0.35354762 04/12/2022 19:33:50 - INFO - __main__ - global_steps 84900 loss: 0.38155005 04/12/2022 19:33:55 - INFO - __main__ - global_steps 84950 loss: 0.35783063 04/12/2022 19:33:59 - INFO - __main__ - global_steps 85000 loss: 0.38046353 04/12/2022 19:33:59 - INFO - __main__ - ********** Running evaluating ********** 04/12/2022 19:34:04 - INFO - __main__ - ########## val_ar_acc 0.7092369477911646 ########## 04/12/2022 19:34:09 - INFO - __main__ - ########## val_bg_acc 0.755421686746988 ########## 04/12/2022 19:34:14 - INFO - __main__ - ########## val_de_acc 0.7714859437751004 ########## 04/12/2022 19:34:18 - INFO - __main__ - ########## val_el_acc 0.7413654618473896 ########## 04/12/2022 19:34:23 - INFO - __main__ - ########## val_en_acc 0.831726907630522 ########## 04/12/2022 19:34:28 - INFO - __main__ - ########## val_es_acc 0.7742971887550201 ########## 04/12/2022 19:34:33 - INFO - __main__ - ########## val_fr_acc 0.770281124497992 ########## 04/12/2022 19:34:38 - INFO - __main__ - ########## val_hi_acc 0.6771084337349398 ########## 04/12/2022 19:34:43 - INFO - __main__ - ########## val_ru_acc 0.729718875502008 ########## 04/12/2022 19:34:47 - INFO - __main__ - ########## val_sw_acc 0.672289156626506 ########## 04/12/2022 19:34:52 - INFO - __main__ - ########## val_th_acc 0.6939759036144578 ########## 04/12/2022 19:34:56 - INFO - __main__ - ########## val_tr_acc 0.7144578313253012 ########## 04/12/2022 19:35:01 - INFO - __main__ - ########## val_ur_acc 0.6305220883534136 ########## 04/12/2022 19:35:06 - INFO - __main__ - ########## val_vi_acc 0.7309236947791165 ########## 04/12/2022 19:35:10 - INFO - __main__ - ########## val_zh_acc 0.7401606425702811 ########## 04/12/2022 19:35:20 - INFO - __main__ - ########## test_ar_acc 0.717564870259481 ########## 04/12/2022 19:35:30 - INFO - __main__ - ########## test_bg_acc 0.7668662674650698 ########## 04/12/2022 19:35:39 - INFO - __main__ - ########## test_de_acc 0.7578842315369262 ########## 04/12/2022 19:35:49 - INFO - __main__ - ########## test_el_acc 0.7562874251497006 ########## 04/12/2022 19:35:58 - INFO - __main__ - ########## test_en_acc 0.8417165668662675 ########## 04/12/2022 19:36:08 - INFO - __main__ - ########## test_es_acc 0.7882235528942115 ########## 04/12/2022 19:36:17 - INFO - __main__ - ########## test_fr_acc 0.779441117764471 ########## 04/12/2022 19:36:28 - INFO - __main__ - ########## test_hi_acc 0.6792415169660678 ########## 04/12/2022 19:36:37 - INFO - __main__ - ########## test_ru_acc 0.7497005988023953 ########## 04/12/2022 19:36:47 - INFO - __main__ - ########## test_sw_acc 0.6894211576846307 ########## 04/12/2022 19:36:56 - INFO - __main__ - ########## test_th_acc 0.6902195608782435 ########## 04/12/2022 19:37:05 - INFO - __main__ - ########## test_tr_acc 0.7101796407185629 ########## 04/12/2022 19:37:15 - INFO - __main__ - ########## test_ur_acc 0.6417165668662674 ########## 04/12/2022 19:37:25 - INFO - __main__ - ########## test_vi_acc 0.7437125748502994 ########## 04/12/2022 19:37:34 - INFO - __main__ - ########## test_zh_acc 0.7355289421157685 ########## 04/12/2022 19:37:34 - INFO - __main__ - val_ar_acc = 0.7092369477911646 04/12/2022 19:37:34 - INFO - __main__ - val_bg_acc = 0.755421686746988 04/12/2022 19:37:34 - INFO - __main__ - val_de_acc = 0.7714859437751004 04/12/2022 19:37:34 - INFO - __main__ - val_el_acc = 0.7413654618473896 04/12/2022 19:37:34 - INFO - __main__ - val_en_acc = 0.831726907630522 04/12/2022 19:37:34 - INFO - __main__ - val_es_acc = 0.7742971887550201 04/12/2022 19:37:34 - INFO - __main__ - val_fr_acc = 0.770281124497992 04/12/2022 19:37:34 - INFO - __main__ - val_hi_acc = 0.6771084337349398 04/12/2022 19:37:34 - INFO - __main__ - val_ru_acc = 0.729718875502008 04/12/2022 19:37:34 - INFO - __main__ - val_sw_acc = 0.672289156626506 04/12/2022 19:37:34 - INFO - __main__ - val_th_acc = 0.6939759036144578 04/12/2022 19:37:34 - INFO - __main__ - val_tr_acc = 0.7144578313253012 04/12/2022 19:37:34 - INFO - __main__ - val_ur_acc = 0.6305220883534136 04/12/2022 19:37:34 - INFO - __main__ - val_vi_acc = 0.7309236947791165 04/12/2022 19:37:34 - INFO - __main__ - val_zh_acc = 0.7401606425702811 04/12/2022 19:37:34 - INFO - __main__ - val_avg_acc = 0.7295314591700135 04/12/2022 19:37:34 - INFO - __main__ - test_ar_acc = 0.717564870259481 04/12/2022 19:37:34 - INFO - __main__ - test_bg_acc = 0.7668662674650698 04/12/2022 19:37:34 - INFO - __main__ - test_de_acc = 0.7578842315369262 04/12/2022 19:37:34 - INFO - __main__ - test_el_acc = 0.7562874251497006 04/12/2022 19:37:34 - INFO - __main__ - test_en_acc = 0.8417165668662675 04/12/2022 19:37:34 - INFO - __main__ - test_es_acc = 0.7882235528942115 04/12/2022 19:37:34 - INFO - __main__ - test_fr_acc = 0.779441117764471 04/12/2022 19:37:34 - INFO - __main__ - test_hi_acc = 0.6792415169660678 04/12/2022 19:37:34 - INFO - __main__ - test_ru_acc = 0.7497005988023953 04/12/2022 19:37:34 - INFO - __main__ - test_sw_acc = 0.6894211576846307 04/12/2022 19:37:34 - INFO - __main__ - test_th_acc = 0.6902195608782435 04/12/2022 19:37:34 - INFO - __main__ - test_tr_acc = 0.7101796407185629 04/12/2022 19:37:34 - INFO - __main__ - test_ur_acc = 0.6417165668662674 04/12/2022 19:37:34 - INFO - __main__ - test_vi_acc = 0.7437125748502994 04/12/2022 19:37:34 - INFO - __main__ - test_zh_acc = 0.7355289421157685 04/12/2022 19:37:34 - INFO - __main__ - test_avg_acc = 0.7365136393878909 04/12/2022 19:37:34 - INFO - __main__ - ########## Step 85000 val_avg_acc 0.7295314591700135 test_avg_acc 0.7365136393878909 ########## 04/12/2022 19:37:35 - INFO - utils - remove old ckpt: xnli_right_avg_new/ckpt/step-67500-test_avg_acc-0.7278376580172987-val_avg_acc-0.7255421686746988 04/12/2022 19:37:35 - INFO - __main__ - ********** Evaluating Done ********** 04/12/2022 19:37:40 - INFO - __main__ - global_steps 85050 loss: 0.37845739 04/12/2022 19:37:45 - INFO - __main__ - global_steps 85100 loss: 0.37235431 04/12/2022 19:37:50 - INFO - __main__ - global_steps 85150 loss: 0.37919444 04/12/2022 19:37:55 - INFO - __main__ - global_steps 85200 loss: 0.38384570 04/12/2022 19:38:00 - INFO - __main__ - global_steps 85250 loss: 0.38612006 04/12/2022 19:38:05 - INFO - __main__ - global_steps 85300 loss: 0.39161702 04/12/2022 19:38:10 - INFO - __main__ - global_steps 85350 loss: 0.43049513 04/12/2022 19:38:15 - INFO - __main__ - global_steps 85400 loss: 0.33213180 04/12/2022 19:38:19 - INFO - __main__ - global_steps 85450 loss: 0.37861315 04/12/2022 19:38:24 - INFO - __main__ - global_steps 85500 loss: 0.35296408 04/12/2022 19:38:29 - INFO - __main__ - global_steps 85550 loss: 0.33260019 04/12/2022 19:38:34 - INFO - __main__ - global_steps 85600 loss: 0.36659476 04/12/2022 19:38:39 - INFO - __main__ - global_steps 85650 loss: 0.42439703 04/12/2022 19:38:44 - INFO - __main__ - global_steps 85700 loss: 0.30467466 04/12/2022 19:38:49 - INFO - __main__ - global_steps 85750 loss: 0.39441496 04/12/2022 19:38:54 - INFO - __main__ - global_steps 85800 loss: 0.36028443 04/12/2022 19:38:58 - INFO - __main__ - global_steps 85850 loss: 0.35324613 04/12/2022 19:39:03 - INFO - __main__ - global_steps 85900 loss: 0.35648118 04/12/2022 19:39:08 - INFO - __main__ - global_steps 85950 loss: 0.36891423 04/12/2022 19:39:13 - INFO - __main__ - global_steps 86000 loss: 0.38134914 04/12/2022 19:39:18 - INFO - __main__ - global_steps 86050 loss: 0.36161617 04/12/2022 19:39:23 - INFO - __main__ - global_steps 86100 loss: 0.32288988 04/12/2022 19:39:28 - INFO - __main__ - global_steps 86150 loss: 0.36186704 04/12/2022 19:39:32 - INFO - __main__ - global_steps 86200 loss: 0.40373284 04/12/2022 19:39:37 - INFO - __main__ - global_steps 86250 loss: 0.34928901 04/12/2022 19:39:42 - INFO - __main__ - global_steps 86300 loss: 0.37348694 04/12/2022 19:39:47 - INFO - __main__ - global_steps 86350 loss: 0.43440885 04/12/2022 19:39:51 - INFO - __main__ - global_steps 86400 loss: 0.41917673 04/12/2022 19:39:56 - INFO - __main__ - global_steps 86450 loss: 0.41042385 04/12/2022 19:40:00 - INFO - __main__ - global_steps 86500 loss: 0.32661902 04/12/2022 19:40:05 - INFO - __main__ - global_steps 86550 loss: 0.43252242 04/12/2022 19:40:10 - INFO - __main__ - global_steps 86600 loss: 0.35609034 04/12/2022 19:40:15 - INFO - __main__ - global_steps 86650 loss: 0.38471169 04/12/2022 19:40:20 - INFO - __main__ - global_steps 86700 loss: 0.38604190 04/12/2022 19:40:25 - INFO - __main__ - global_steps 86750 loss: 0.41991682 04/12/2022 19:40:30 - INFO - __main__ - global_steps 86800 loss: 0.35636670 04/12/2022 19:40:34 - INFO - __main__ - global_steps 86850 loss: 0.37046925 04/12/2022 19:40:39 - INFO - __main__ - global_steps 86900 loss: 0.38843101 04/12/2022 19:40:44 - INFO - __main__ - global_steps 86950 loss: 0.38221268 04/12/2022 19:40:49 - INFO - __main__ - global_steps 87000 loss: 0.32425265 04/12/2022 19:40:54 - INFO - __main__ - global_steps 87050 loss: 0.29409449 04/12/2022 19:40:59 - INFO - __main__ - global_steps 87100 loss: 0.36880936 04/12/2022 19:41:04 - INFO - __main__ - global_steps 87150 loss: 0.39554497 04/12/2022 19:41:09 - INFO - __main__ - global_steps 87200 loss: 0.40814721 04/12/2022 19:41:14 - INFO - __main__ - global_steps 87250 loss: 0.39631211 04/12/2022 19:41:19 - INFO - __main__ - global_steps 87300 loss: 0.39508929 04/12/2022 19:41:23 - INFO - __main__ - global_steps 87350 loss: 0.38513567 04/12/2022 19:41:28 - INFO - __main__ - global_steps 87400 loss: 0.31149208 04/12/2022 19:41:33 - INFO - __main__ - global_steps 87450 loss: 0.34025872 04/12/2022 19:41:38 - INFO - __main__ - global_steps 87500 loss: 0.35756640 04/12/2022 19:41:38 - INFO - __main__ - ********** Running evaluating ********** 04/12/2022 19:41:43 - INFO - __main__ - ########## val_ar_acc 0.7108433734939759 ########## 04/12/2022 19:41:47 - INFO - __main__ - ########## val_bg_acc 0.7441767068273092 ########## 04/12/2022 19:41:52 - INFO - __main__ - ########## val_de_acc 0.7614457831325301 ########## 04/12/2022 19:41:57 - INFO - __main__ - ########## val_el_acc 0.736144578313253 ########## 04/12/2022 19:42:02 - INFO - __main__ - ########## val_en_acc 0.8361445783132531 ########## 04/12/2022 19:42:06 - INFO - __main__ - ########## val_es_acc 0.7791164658634538 ########## 04/12/2022 19:42:11 - INFO - __main__ - ########## val_fr_acc 0.7690763052208835 ########## 04/12/2022 19:42:16 - INFO - __main__ - ########## val_hi_acc 0.6714859437751004 ########## 04/12/2022 19:42:21 - INFO - __main__ - ########## val_ru_acc 0.7196787148594378 ########## 04/12/2022 19:42:25 - INFO - __main__ - ########## val_sw_acc 0.6686746987951807 ########## 04/12/2022 19:42:30 - INFO - __main__ - ########## val_th_acc 0.6899598393574298 ########## 04/12/2022 19:42:34 - INFO - __main__ - ########## val_tr_acc 0.706425702811245 ########## 04/12/2022 19:42:38 - INFO - __main__ - ########## val_ur_acc 0.6337349397590362 ########## 04/12/2022 19:42:43 - INFO - __main__ - ########## val_vi_acc 0.7265060240963855 ########## 04/12/2022 19:42:47 - INFO - __main__ - ########## val_zh_acc 0.738152610441767 ########## 04/12/2022 19:42:56 - INFO - __main__ - ########## test_ar_acc 0.7103792415169661 ########## 04/12/2022 19:43:05 - INFO - __main__ - ########## test_bg_acc 0.7572854291417166 ########## 04/12/2022 19:43:15 - INFO - __main__ - ########## test_de_acc 0.7554890219560878 ########## 04/12/2022 19:43:24 - INFO - __main__ - ########## test_el_acc 0.745309381237525 ########## 04/12/2022 19:43:33 - INFO - __main__ - ########## test_en_acc 0.8395209580838323 ########## 04/12/2022 19:43:43 - INFO - __main__ - ########## test_es_acc 0.7850299401197605 ########## 04/12/2022 19:43:52 - INFO - __main__ - ########## test_fr_acc 0.780439121756487 ########## 04/12/2022 19:44:02 - INFO - __main__ - ########## test_hi_acc 0.6790419161676646 ########## 04/12/2022 19:44:12 - INFO - __main__ - ########## test_ru_acc 0.7401197604790419 ########## 04/12/2022 19:44:20 - INFO - __main__ - ########## test_sw_acc 0.6854291417165669 ########## 04/12/2022 19:44:30 - INFO - __main__ - ########## test_th_acc 0.689620758483034 ########## 04/12/2022 19:44:39 - INFO - __main__ - ########## test_tr_acc 0.7085828343313373 ########## 04/12/2022 19:44:48 - INFO - __main__ - ########## test_ur_acc 0.6345309381237525 ########## 04/12/2022 19:44:58 - INFO - __main__ - ########## test_vi_acc 0.7397205588822355 ########## 04/12/2022 19:45:07 - INFO - __main__ - ########## test_zh_acc 0.7333333333333333 ########## 04/12/2022 19:45:07 - INFO - __main__ - val_ar_acc = 0.7108433734939759 04/12/2022 19:45:07 - INFO - __main__ - val_bg_acc = 0.7441767068273092 04/12/2022 19:45:07 - INFO - __main__ - val_de_acc = 0.7614457831325301 04/12/2022 19:45:07 - INFO - __main__ - val_el_acc = 0.736144578313253 04/12/2022 19:45:07 - INFO - __main__ - val_en_acc = 0.8361445783132531 04/12/2022 19:45:07 - INFO - __main__ - val_es_acc = 0.7791164658634538 04/12/2022 19:45:07 - INFO - __main__ - val_fr_acc = 0.7690763052208835 04/12/2022 19:45:07 - INFO - __main__ - val_hi_acc = 0.6714859437751004 04/12/2022 19:45:07 - INFO - __main__ - val_ru_acc = 0.7196787148594378 04/12/2022 19:45:07 - INFO - __main__ - val_sw_acc = 0.6686746987951807 04/12/2022 19:45:07 - INFO - __main__ - val_th_acc = 0.6899598393574298 04/12/2022 19:45:07 - INFO - __main__ - val_tr_acc = 0.706425702811245 04/12/2022 19:45:07 - INFO - __main__ - val_ur_acc = 0.6337349397590362 04/12/2022 19:45:07 - INFO - __main__ - val_vi_acc = 0.7265060240963855 04/12/2022 19:45:07 - INFO - __main__ - val_zh_acc = 0.738152610441767 04/12/2022 19:45:07 - INFO - __main__ - val_avg_acc = 0.7261044176706828 04/12/2022 19:45:07 - INFO - __main__ - test_ar_acc = 0.7103792415169661 04/12/2022 19:45:07 - INFO - __main__ - test_bg_acc = 0.7572854291417166 04/12/2022 19:45:07 - INFO - __main__ - test_de_acc = 0.7554890219560878 04/12/2022 19:45:07 - INFO - __main__ - test_el_acc = 0.745309381237525 04/12/2022 19:45:07 - INFO - __main__ - test_en_acc = 0.8395209580838323 04/12/2022 19:45:07 - INFO - __main__ - test_es_acc = 0.7850299401197605 04/12/2022 19:45:07 - INFO - __main__ - test_fr_acc = 0.780439121756487 04/12/2022 19:45:07 - INFO - __main__ - test_hi_acc = 0.6790419161676646 04/12/2022 19:45:07 - INFO - __main__ - test_ru_acc = 0.7401197604790419 04/12/2022 19:45:07 - INFO - __main__ - test_sw_acc = 0.6854291417165669 04/12/2022 19:45:07 - INFO - __main__ - test_th_acc = 0.689620758483034 04/12/2022 19:45:07 - INFO - __main__ - test_tr_acc = 0.7085828343313373 04/12/2022 19:45:07 - INFO - __main__ - test_ur_acc = 0.6345309381237525 04/12/2022 19:45:07 - INFO - __main__ - test_vi_acc = 0.7397205588822355 04/12/2022 19:45:07 - INFO - __main__ - test_zh_acc = 0.7333333333333333 04/12/2022 19:45:07 - INFO - __main__ - test_avg_acc = 0.732255489021956 04/12/2022 19:45:08 - INFO - utils - remove old ckpt: xnli_right_avg_new/ckpt/step-87500-test_avg_acc-0.732255489021956-val_avg_acc-0.7261044176706828 04/12/2022 19:45:08 - INFO - __main__ - ********** Evaluating Done ********** 04/12/2022 19:45:13 - INFO - __main__ - global_steps 87550 loss: 0.38551869 04/12/2022 19:45:18 - INFO - __main__ - global_steps 87600 loss: 0.36929008 04/12/2022 19:45:22 - INFO - __main__ - global_steps 87650 loss: 0.41999354 04/12/2022 19:45:27 - INFO - __main__ - global_steps 87700 loss: 0.37990930 04/12/2022 19:45:32 - INFO - __main__ - global_steps 87750 loss: 0.36459255 04/12/2022 19:45:36 - INFO - __main__ - global_steps 87800 loss: 0.35186532 04/12/2022 19:45:41 - INFO - __main__ - global_steps 87850 loss: 0.41143025 04/12/2022 19:45:46 - INFO - __main__ - global_steps 87900 loss: 0.36454608 04/12/2022 19:45:50 - INFO - __main__ - global_steps 87950 loss: 0.30946207 04/12/2022 19:45:55 - INFO - __main__ - global_steps 88000 loss: 0.37410308 04/12/2022 19:46:00 - INFO - __main__ - global_steps 88050 loss: 0.35818220 04/12/2022 19:46:04 - INFO - __main__ - global_steps 88100 loss: 0.35977527 04/12/2022 19:46:09 - INFO - __main__ - global_steps 88150 loss: 0.33548905 04/12/2022 19:46:14 - INFO - __main__ - global_steps 88200 loss: 0.37147406 04/12/2022 19:46:18 - INFO - __main__ - global_steps 88250 loss: 0.35758982 04/12/2022 19:46:23 - INFO - __main__ - global_steps 88300 loss: 0.37438557 04/12/2022 19:46:28 - INFO - __main__ - global_steps 88350 loss: 0.33465902 04/12/2022 19:46:32 - INFO - __main__ - global_steps 88400 loss: 0.40844690 04/12/2022 19:46:37 - INFO - __main__ - global_steps 88450 loss: 0.34117305 04/12/2022 19:46:42 - INFO - __main__ - global_steps 88500 loss: 0.32102892 04/12/2022 19:46:47 - INFO - __main__ - global_steps 88550 loss: 0.46565247 04/12/2022 19:46:51 - INFO - __main__ - global_steps 88600 loss: 0.33925485 04/12/2022 19:46:56 - INFO - __main__ - global_steps 88650 loss: 0.35467945 04/12/2022 19:47:01 - INFO - __main__ - global_steps 88700 loss: 0.40106015 04/12/2022 19:47:05 - INFO - __main__ - global_steps 88750 loss: 0.30847779 04/12/2022 19:47:10 - INFO - __main__ - global_steps 88800 loss: 0.36777668 04/12/2022 19:47:15 - INFO - __main__ - global_steps 88850 loss: 0.45297263 04/12/2022 19:47:19 - INFO - __main__ - global_steps 88900 loss: 0.48109604 04/12/2022 19:47:24 - INFO - __main__ - global_steps 88950 loss: 0.31729334 04/12/2022 19:47:29 - INFO - __main__ - global_steps 89000 loss: 0.31453238 04/12/2022 19:47:33 - INFO - __main__ - global_steps 89050 loss: 0.31324435 04/12/2022 19:47:38 - INFO - __main__ - global_steps 89100 loss: 0.40919927 04/12/2022 19:47:43 - INFO - __main__ - global_steps 89150 loss: 0.38039253 04/12/2022 19:47:47 - INFO - __main__ - global_steps 89200 loss: 0.37259060 04/12/2022 19:47:52 - INFO - __main__ - global_steps 89250 loss: 0.37845360 04/12/2022 19:47:57 - INFO - __main__ - global_steps 89300 loss: 0.35865247 04/12/2022 19:48:02 - INFO - __main__ - global_steps 89350 loss: 0.43051322 04/12/2022 19:48:06 - INFO - __main__ - global_steps 89400 loss: 0.40922062 04/12/2022 19:48:11 - INFO - __main__ - global_steps 89450 loss: 0.40766602 04/12/2022 19:48:16 - INFO - __main__ - global_steps 89500 loss: 0.32206170 04/12/2022 19:48:20 - INFO - __main__ - global_steps 89550 loss: 0.36935253 04/12/2022 19:48:25 - INFO - __main__ - global_steps 89600 loss: 0.40542803 04/12/2022 19:48:30 - INFO - __main__ - global_steps 89650 loss: 0.33956355 04/12/2022 19:48:34 - INFO - __main__ - global_steps 89700 loss: 0.42524880 04/12/2022 19:48:39 - INFO - __main__ - global_steps 89750 loss: 0.42230158 04/12/2022 19:48:44 - INFO - __main__ - global_steps 89800 loss: 0.35434901 04/12/2022 19:48:49 - INFO - __main__ - global_steps 89850 loss: 0.34873229 04/12/2022 19:48:53 - INFO - __main__ - global_steps 89900 loss: 0.40205180 04/12/2022 19:48:58 - INFO - __main__ - global_steps 89950 loss: 0.38036029 04/12/2022 19:49:02 - INFO - __main__ - global_steps 90000 loss: 0.36305939 04/12/2022 19:49:02 - INFO - __main__ - ********** Running evaluating ********** 04/12/2022 19:49:07 - INFO - __main__ - ########## val_ar_acc 0.6995983935742972 ########## 04/12/2022 19:49:12 - INFO - __main__ - ########## val_bg_acc 0.734136546184739 ########## 04/12/2022 19:49:16 - INFO - __main__ - ########## val_de_acc 0.751004016064257 ########## 04/12/2022 19:49:21 - INFO - __main__ - ########## val_el_acc 0.7329317269076305 ########## 04/12/2022 19:49:25 - INFO - __main__ - ########## val_en_acc 0.827710843373494 ########## 04/12/2022 19:49:30 - INFO - __main__ - ########## val_es_acc 0.7670682730923695 ########## 04/12/2022 19:49:34 - INFO - __main__ - ########## val_fr_acc 0.7759036144578313 ########## 04/12/2022 19:49:39 - INFO - __main__ - ########## val_hi_acc 0.6638554216867469 ########## 04/12/2022 19:49:44 - INFO - __main__ - ########## val_ru_acc 0.7100401606425703 ########## 04/12/2022 19:49:48 - INFO - __main__ - ########## val_sw_acc 0.6510040160642571 ########## 04/12/2022 19:49:53 - INFO - __main__ - ########## val_th_acc 0.7100401606425703 ########## 04/12/2022 19:49:57 - INFO - __main__ - ########## val_tr_acc 0.7008032128514057 ########## 04/12/2022 19:50:02 - INFO - __main__ - ########## val_ur_acc 0.6172690763052209 ########## 04/12/2022 19:50:07 - INFO - __main__ - ########## val_vi_acc 0.7325301204819277 ########## 04/12/2022 19:50:11 - INFO - __main__ - ########## val_zh_acc 0.7309236947791165 ########## 04/12/2022 19:50:20 - INFO - __main__ - ########## test_ar_acc 0.7011976047904191 ########## 04/12/2022 19:50:30 - INFO - __main__ - ########## test_bg_acc 0.7483033932135729 ########## 04/12/2022 19:50:39 - INFO - __main__ - ########## test_de_acc 0.7459081836327345 ########## 04/12/2022 19:50:49 - INFO - __main__ - ########## test_el_acc 0.7331337325349302 ########## 04/12/2022 19:50:58 - INFO - __main__ - ########## test_en_acc 0.8307385229540918 ########## 04/12/2022 19:51:07 - INFO - __main__ - ########## test_es_acc 0.7748502994011977 ########## 04/12/2022 19:51:16 - INFO - __main__ - ########## test_fr_acc 0.7734530938123753 ########## 04/12/2022 19:51:26 - INFO - __main__ - ########## test_hi_acc 0.6636726546906188 ########## 04/12/2022 19:51:35 - INFO - __main__ - ########## test_ru_acc 0.7301397205588822 ########## 04/12/2022 19:51:44 - INFO - __main__ - ########## test_sw_acc 0.6686626746506986 ########## 04/12/2022 19:51:53 - INFO - __main__ - ########## test_th_acc 0.7085828343313373 ########## 04/12/2022 19:52:01 - INFO - __main__ - ########## test_tr_acc 0.6952095808383234 ########## 04/12/2022 19:52:11 - INFO - __main__ - ########## test_ur_acc 0.6235528942115769 ########## 04/12/2022 19:52:20 - INFO - __main__ - ########## test_vi_acc 0.7393213572854291 ########## 04/12/2022 19:52:29 - INFO - __main__ - ########## test_zh_acc 0.7297405189620758 ########## 04/12/2022 19:52:29 - INFO - __main__ - val_ar_acc = 0.6995983935742972 04/12/2022 19:52:29 - INFO - __main__ - val_bg_acc = 0.734136546184739 04/12/2022 19:52:29 - INFO - __main__ - val_de_acc = 0.751004016064257 04/12/2022 19:52:29 - INFO - __main__ - val_el_acc = 0.7329317269076305 04/12/2022 19:52:29 - INFO - __main__ - val_en_acc = 0.827710843373494 04/12/2022 19:52:29 - INFO - __main__ - val_es_acc = 0.7670682730923695 04/12/2022 19:52:29 - INFO - __main__ - val_fr_acc = 0.7759036144578313 04/12/2022 19:52:29 - INFO - __main__ - val_hi_acc = 0.6638554216867469 04/12/2022 19:52:29 - INFO - __main__ - val_ru_acc = 0.7100401606425703 04/12/2022 19:52:29 - INFO - __main__ - val_sw_acc = 0.6510040160642571 04/12/2022 19:52:29 - INFO - __main__ - val_th_acc = 0.7100401606425703 04/12/2022 19:52:29 - INFO - __main__ - val_tr_acc = 0.7008032128514057 04/12/2022 19:52:29 - INFO - __main__ - val_ur_acc = 0.6172690763052209 04/12/2022 19:52:29 - INFO - __main__ - val_vi_acc = 0.7325301204819277 04/12/2022 19:52:29 - INFO - __main__ - val_zh_acc = 0.7309236947791165 04/12/2022 19:52:29 - INFO - __main__ - val_avg_acc = 0.7203212851405623 04/12/2022 19:52:29 - INFO - __main__ - test_ar_acc = 0.7011976047904191 04/12/2022 19:52:29 - INFO - __main__ - test_bg_acc = 0.7483033932135729 04/12/2022 19:52:29 - INFO - __main__ - test_de_acc = 0.7459081836327345 04/12/2022 19:52:29 - INFO - __main__ - test_el_acc = 0.7331337325349302 04/12/2022 19:52:29 - INFO - __main__ - test_en_acc = 0.8307385229540918 04/12/2022 19:52:29 - INFO - __main__ - test_es_acc = 0.7748502994011977 04/12/2022 19:52:29 - INFO - __main__ - test_fr_acc = 0.7734530938123753 04/12/2022 19:52:29 - INFO - __main__ - test_hi_acc = 0.6636726546906188 04/12/2022 19:52:29 - INFO - __main__ - test_ru_acc = 0.7301397205588822 04/12/2022 19:52:29 - INFO - __main__ - test_sw_acc = 0.6686626746506986 04/12/2022 19:52:29 - INFO - __main__ - test_th_acc = 0.7085828343313373 04/12/2022 19:52:29 - INFO - __main__ - test_tr_acc = 0.6952095808383234 04/12/2022 19:52:29 - INFO - __main__ - test_ur_acc = 0.6235528942115769 04/12/2022 19:52:29 - INFO - __main__ - test_vi_acc = 0.7393213572854291 04/12/2022 19:52:29 - INFO - __main__ - test_zh_acc = 0.7297405189620758 04/12/2022 19:52:29 - INFO - __main__ - test_avg_acc = 0.724431137724551 04/12/2022 19:52:31 - INFO - utils - remove old ckpt: xnli_right_avg_new/ckpt/step-90000-test_avg_acc-0.724431137724551-val_avg_acc-0.7203212851405623 04/12/2022 19:52:31 - INFO - __main__ - ********** Evaluating Done ********** 04/12/2022 19:52:35 - INFO - __main__ - global_steps 90050 loss: 0.39977406 04/12/2022 19:52:40 - INFO - __main__ - global_steps 90100 loss: 0.41459844 04/12/2022 19:52:45 - INFO - __main__ - global_steps 90150 loss: 0.37140132 04/12/2022 19:52:49 - INFO - __main__ - global_steps 90200 loss: 0.32361679 04/12/2022 19:52:54 - INFO - __main__ - global_steps 90250 loss: 0.35056349 04/12/2022 19:52:59 - INFO - __main__ - global_steps 90300 loss: 0.36177286 04/12/2022 19:53:03 - INFO - __main__ - global_steps 90350 loss: 0.35949139 04/12/2022 19:53:08 - INFO - __main__ - global_steps 90400 loss: 0.28853244 04/12/2022 19:53:13 - INFO - __main__ - global_steps 90450 loss: 0.39442282 04/12/2022 19:53:17 - INFO - __main__ - global_steps 90500 loss: 0.36941812 04/12/2022 19:53:22 - INFO - __main__ - global_steps 90550 loss: 0.35935621 04/12/2022 19:53:27 - INFO - __main__ - global_steps 90600 loss: 0.36771307 04/12/2022 19:53:31 - INFO - __main__ - global_steps 90650 loss: 0.36140781 04/12/2022 19:53:36 - INFO - __main__ - global_steps 90700 loss: 0.31288093 04/12/2022 19:53:41 - INFO - __main__ - global_steps 90750 loss: 0.32593671 04/12/2022 19:53:45 - INFO - __main__ - global_steps 90800 loss: 0.43714695 04/12/2022 19:53:50 - INFO - __main__ - global_steps 90850 loss: 0.33813821 04/12/2022 19:53:54 - INFO - __main__ - global_steps 90900 loss: 0.33271633 04/12/2022 19:53:59 - INFO - __main__ - global_steps 90950 loss: 0.38839891 04/12/2022 19:54:04 - INFO - __main__ - global_steps 91000 loss: 0.36083244 04/12/2022 19:54:08 - INFO - __main__ - global_steps 91050 loss: 0.32522722 04/12/2022 19:54:13 - INFO - __main__ - global_steps 91100 loss: 0.45885946 04/12/2022 19:54:18 - INFO - __main__ - global_steps 91150 loss: 0.35760952 04/12/2022 19:54:22 - INFO - __main__ - global_steps 91200 loss: 0.33751760 04/12/2022 19:54:27 - INFO - __main__ - global_steps 91250 loss: 0.32696460 04/12/2022 19:54:32 - INFO - __main__ - global_steps 91300 loss: 0.43201744 04/12/2022 19:54:36 - INFO - __main__ - global_steps 91350 loss: 0.30713709 04/12/2022 19:54:41 - INFO - __main__ - global_steps 91400 loss: 0.40807140 04/12/2022 19:54:45 - INFO - __main__ - global_steps 91450 loss: 0.28558859 04/12/2022 19:54:50 - INFO - __main__ - global_steps 91500 loss: 0.39347454 04/12/2022 19:54:54 - INFO - __main__ - global_steps 91550 loss: 0.33384846 04/12/2022 19:54:59 - INFO - __main__ - global_steps 91600 loss: 0.33351325 04/12/2022 19:55:03 - INFO - __main__ - global_steps 91650 loss: 0.35982817 04/12/2022 19:55:08 - INFO - __main__ - global_steps 91700 loss: 0.36563734 04/12/2022 19:55:13 - INFO - __main__ - global_steps 91750 loss: 0.35626276 04/12/2022 19:55:17 - INFO - __main__ - global_steps 91800 loss: 0.43273208 04/12/2022 19:55:22 - INFO - __main__ - global_steps 91850 loss: 0.33009476 04/12/2022 19:55:27 - INFO - __main__ - global_steps 91900 loss: 0.31042789 04/12/2022 19:55:31 - INFO - __main__ - global_steps 91950 loss: 0.40886330 04/12/2022 19:55:36 - INFO - __main__ - global_steps 92000 loss: 0.39242327 04/12/2022 19:55:41 - INFO - __main__ - global_steps 92050 loss: 0.37616686 04/12/2022 19:55:45 - INFO - __main__ - global_steps 92100 loss: 0.38793637 04/12/2022 19:55:50 - INFO - __main__ - global_steps 92150 loss: 0.41169741 04/12/2022 19:55:55 - INFO - __main__ - global_steps 92200 loss: 0.36295841 04/12/2022 19:55:59 - INFO - __main__ - global_steps 92250 loss: 0.34179692 04/12/2022 19:56:04 - INFO - __main__ - global_steps 92300 loss: 0.34137731 04/12/2022 19:56:09 - INFO - __main__ - global_steps 92350 loss: 0.34128901 04/12/2022 19:56:13 - INFO - __main__ - global_steps 92400 loss: 0.37580399 04/12/2022 19:56:18 - INFO - __main__ - global_steps 92450 loss: 0.35649663 04/12/2022 19:56:23 - INFO - __main__ - global_steps 92500 loss: 0.34175139 04/12/2022 19:56:23 - INFO - __main__ - ********** Running evaluating ********** 04/12/2022 19:56:27 - INFO - __main__ - ########## val_ar_acc 0.6859437751004016 ########## 04/12/2022 19:56:32 - INFO - __main__ - ########## val_bg_acc 0.7244979919678715 ########## 04/12/2022 19:56:36 - INFO - __main__ - ########## val_de_acc 0.7449799196787149 ########## 04/12/2022 19:56:41 - INFO - __main__ - ########## val_el_acc 0.7176706827309237 ########## 04/12/2022 19:56:46 - INFO - __main__ - ########## val_en_acc 0.8184738955823293 ########## 04/12/2022 19:56:50 - INFO - __main__ - ########## val_es_acc 0.7690763052208835 ########## 04/12/2022 19:56:55 - INFO - __main__ - ########## val_fr_acc 0.7606425702811245 ########## 04/12/2022 19:57:00 - INFO - __main__ - ########## val_hi_acc 0.6465863453815262 ########## 04/12/2022 19:57:04 - INFO - __main__ - ########## val_ru_acc 0.7116465863453815 ########## 04/12/2022 19:57:09 - INFO - __main__ - ########## val_sw_acc 0.6514056224899598 ########## 04/12/2022 19:57:13 - INFO - __main__ - ########## val_th_acc 0.6763052208835342 ########## 04/12/2022 19:57:18 - INFO - __main__ - ########## val_tr_acc 0.685140562248996 ########## 04/12/2022 19:57:22 - INFO - __main__ - ########## val_ur_acc 0.6032128514056225 ########## 04/12/2022 19:57:27 - INFO - __main__ - ########## val_vi_acc 0.7124497991967872 ########## 04/12/2022 19:57:31 - INFO - __main__ - ########## val_zh_acc 0.7216867469879518 ########## 04/12/2022 19:57:40 - INFO - __main__ - ########## test_ar_acc 0.6956087824351297 ########## 04/12/2022 19:57:50 - INFO - __main__ - ########## test_bg_acc 0.7391217564870259 ########## 04/12/2022 19:57:59 - INFO - __main__ - ########## test_de_acc 0.7391217564870259 ########## 04/12/2022 19:58:09 - INFO - __main__ - ########## test_el_acc 0.7247504990019961 ########## 04/12/2022 19:58:17 - INFO - __main__ - ########## test_en_acc 0.8253493013972056 ########## 04/12/2022 19:58:27 - INFO - __main__ - ########## test_es_acc 0.7656686626746507 ########## 04/12/2022 19:58:36 - INFO - __main__ - ########## test_fr_acc 0.7648702594810379 ########## 04/12/2022 19:58:47 - INFO - __main__ - ########## test_hi_acc 0.6481037924151697 ########## 04/12/2022 19:58:56 - INFO - __main__ - ########## test_ru_acc 0.7221556886227545 ########## 04/12/2022 19:59:05 - INFO - __main__ - ########## test_sw_acc 0.6600798403193613 ########## 04/12/2022 19:59:15 - INFO - __main__ - ########## test_th_acc 0.6802395209580838 ########## 04/12/2022 19:59:24 - INFO - __main__ - ########## test_tr_acc 0.6820359281437126 ########## 04/12/2022 19:59:34 - INFO - __main__ - ########## test_ur_acc 0.6149700598802396 ########## 04/12/2022 19:59:43 - INFO - __main__ - ########## test_vi_acc 0.718562874251497 ########## 04/12/2022 19:59:52 - INFO - __main__ - ########## test_zh_acc 0.7085828343313373 ########## 04/12/2022 19:59:52 - INFO - __main__ - val_ar_acc = 0.6859437751004016 04/12/2022 19:59:52 - INFO - __main__ - val_bg_acc = 0.7244979919678715 04/12/2022 19:59:52 - INFO - __main__ - val_de_acc = 0.7449799196787149 04/12/2022 19:59:52 - INFO - __main__ - val_el_acc = 0.7176706827309237 04/12/2022 19:59:52 - INFO - __main__ - val_en_acc = 0.8184738955823293 04/12/2022 19:59:52 - INFO - __main__ - val_es_acc = 0.7690763052208835 04/12/2022 19:59:52 - INFO - __main__ - val_fr_acc = 0.7606425702811245 04/12/2022 19:59:52 - INFO - __main__ - val_hi_acc = 0.6465863453815262 04/12/2022 19:59:52 - INFO - __main__ - val_ru_acc = 0.7116465863453815 04/12/2022 19:59:52 - INFO - __main__ - val_sw_acc = 0.6514056224899598 04/12/2022 19:59:52 - INFO - __main__ - val_th_acc = 0.6763052208835342 04/12/2022 19:59:52 - INFO - __main__ - val_tr_acc = 0.685140562248996 04/12/2022 19:59:52 - INFO - __main__ - val_ur_acc = 0.6032128514056225 04/12/2022 19:59:52 - INFO - __main__ - val_vi_acc = 0.7124497991967872 04/12/2022 19:59:52 - INFO - __main__ - val_zh_acc = 0.7216867469879518 04/12/2022 19:59:52 - INFO - __main__ - val_avg_acc = 0.7086479250334672 04/12/2022 19:59:52 - INFO - __main__ - test_ar_acc = 0.6956087824351297 04/12/2022 19:59:52 - INFO - __main__ - test_bg_acc = 0.7391217564870259 04/12/2022 19:59:52 - INFO - __main__ - test_de_acc = 0.7391217564870259 04/12/2022 19:59:52 - INFO - __main__ - test_el_acc = 0.7247504990019961 04/12/2022 19:59:52 - INFO - __main__ - test_en_acc = 0.8253493013972056 04/12/2022 19:59:52 - INFO - __main__ - test_es_acc = 0.7656686626746507 04/12/2022 19:59:52 - INFO - __main__ - test_fr_acc = 0.7648702594810379 04/12/2022 19:59:52 - INFO - __main__ - test_hi_acc = 0.6481037924151697 04/12/2022 19:59:52 - INFO - __main__ - test_ru_acc = 0.7221556886227545 04/12/2022 19:59:52 - INFO - __main__ - test_sw_acc = 0.6600798403193613 04/12/2022 19:59:52 - INFO - __main__ - test_th_acc = 0.6802395209580838 04/12/2022 19:59:52 - INFO - __main__ - test_tr_acc = 0.6820359281437126 04/12/2022 19:59:52 - INFO - __main__ - test_ur_acc = 0.6149700598802396 04/12/2022 19:59:52 - INFO - __main__ - test_vi_acc = 0.718562874251497 04/12/2022 19:59:52 - INFO - __main__ - test_zh_acc = 0.7085828343313373 04/12/2022 19:59:52 - INFO - __main__ - test_avg_acc = 0.7126147704590818 04/12/2022 19:59:53 - INFO - utils - remove old ckpt: xnli_right_avg_new/ckpt/step-92500-test_avg_acc-0.7126147704590818-val_avg_acc-0.7086479250334672 04/12/2022 19:59:53 - INFO - __main__ - ********** Evaluating Done ********** 04/12/2022 19:59:58 - INFO - __main__ - global_steps 92550 loss: 0.31717127 04/12/2022 20:00:03 - INFO - __main__ - global_steps 92600 loss: 0.34025684 04/12/2022 20:00:08 - INFO - __main__ - global_steps 92650 loss: 0.40105216 04/12/2022 20:00:13 - INFO - __main__ - global_steps 92700 loss: 0.34674028 04/12/2022 20:00:17 - INFO - __main__ - global_steps 92750 loss: 0.32705539 04/12/2022 20:00:22 - INFO - __main__ - global_steps 92800 loss: 0.30301717 04/12/2022 20:00:26 - INFO - __main__ - global_steps 92850 loss: 0.36668167 04/12/2022 20:00:30 - INFO - __main__ - global_steps 92900 loss: 0.38220700 04/12/2022 20:00:35 - INFO - __main__ - global_steps 92950 loss: 0.34439820 04/12/2022 20:00:39 - INFO - __main__ - global_steps 93000 loss: 0.34032138 04/12/2022 20:00:44 - INFO - __main__ - global_steps 93050 loss: 0.39520647 04/12/2022 20:00:48 - INFO - __main__ - global_steps 93100 loss: 0.34896119 04/12/2022 20:00:53 - INFO - __main__ - global_steps 93150 loss: 0.42168136 04/12/2022 20:00:57 - INFO - __main__ - global_steps 93200 loss: 0.38398257 04/12/2022 20:01:02 - INFO - __main__ - global_steps 93250 loss: 0.36283407 04/12/2022 20:01:06 - INFO - __main__ - global_steps 93300 loss: 0.32539498 04/12/2022 20:01:11 - INFO - __main__ - global_steps 93350 loss: 0.37576354 04/12/2022 20:01:16 - INFO - __main__ - global_steps 93400 loss: 0.37881358 04/12/2022 20:01:21 - INFO - __main__ - global_steps 93450 loss: 0.41467548 04/12/2022 20:01:26 - INFO - __main__ - global_steps 93500 loss: 0.36356618 04/12/2022 20:01:31 - INFO - __main__ - global_steps 93550 loss: 0.35416663 04/12/2022 20:01:35 - INFO - __main__ - global_steps 93600 loss: 0.37353628 04/12/2022 20:01:40 - INFO - __main__ - global_steps 93650 loss: 0.32740167 04/12/2022 20:01:45 - INFO - __main__ - global_steps 93700 loss: 0.29171766 04/12/2022 20:01:49 - INFO - __main__ - global_steps 93750 loss: 0.39130558 04/12/2022 20:01:54 - INFO - __main__ - global_steps 93800 loss: 0.33796433 04/12/2022 20:01:59 - INFO - __main__ - global_steps 93850 loss: 0.34131104 04/12/2022 20:02:03 - INFO - __main__ - global_steps 93900 loss: 0.34825362 04/12/2022 20:02:08 - INFO - __main__ - global_steps 93950 loss: 0.43306085 04/12/2022 20:02:13 - INFO - __main__ - global_steps 94000 loss: 0.32821032 04/12/2022 20:02:17 - INFO - __main__ - global_steps 94050 loss: 0.36251982 04/12/2022 20:02:22 - INFO - __main__ - global_steps 94100 loss: 0.34999757 04/12/2022 20:02:27 - INFO - __main__ - global_steps 94150 loss: 0.39581290 04/12/2022 20:02:31 - INFO - __main__ - global_steps 94200 loss: 0.28969721 04/12/2022 20:02:36 - INFO - __main__ - global_steps 94250 loss: 0.31796716 04/12/2022 20:02:40 - INFO - __main__ - global_steps 94300 loss: 0.36178045 04/12/2022 20:02:45 - INFO - __main__ - global_steps 94350 loss: 0.31643999 04/12/2022 20:02:49 - INFO - __main__ - global_steps 94400 loss: 0.35768135 04/12/2022 20:02:54 - INFO - __main__ - global_steps 94450 loss: 0.32108509 04/12/2022 20:02:59 - INFO - __main__ - global_steps 94500 loss: 0.34259496 04/12/2022 20:03:03 - INFO - __main__ - global_steps 94550 loss: 0.38106530 04/12/2022 20:03:08 - INFO - __main__ - global_steps 94600 loss: 0.39639831 04/12/2022 20:03:12 - INFO - __main__ - global_steps 94650 loss: 0.27523500 04/12/2022 20:03:17 - INFO - __main__ - global_steps 94700 loss: 0.38918753 04/12/2022 20:03:22 - INFO - __main__ - global_steps 94750 loss: 0.41170361 04/12/2022 20:03:26 - INFO - __main__ - global_steps 94800 loss: 0.38879166 04/12/2022 20:03:31 - INFO - __main__ - global_steps 94850 loss: 0.34380775 04/12/2022 20:03:36 - INFO - __main__ - global_steps 94900 loss: 0.37829650 04/12/2022 20:03:40 - INFO - __main__ - global_steps 94950 loss: 0.40360739 04/12/2022 20:03:45 - INFO - __main__ - global_steps 95000 loss: 0.32161946 04/12/2022 20:03:45 - INFO - __main__ - ********** Running evaluating ********** 04/12/2022 20:03:49 - INFO - __main__ - ########## val_ar_acc 0.7096385542168675 ########## 04/12/2022 20:03:54 - INFO - __main__ - ########## val_bg_acc 0.744578313253012 ########## 04/12/2022 20:03:58 - INFO - __main__ - ########## val_de_acc 0.765863453815261 ########## 04/12/2022 20:04:03 - INFO - __main__ - ########## val_el_acc 0.7285140562248996 ########## 04/12/2022 20:04:07 - INFO - __main__ - ########## val_en_acc 0.8337349397590361 ########## 04/12/2022 20:04:12 - INFO - __main__ - ########## val_es_acc 0.7799196787148595 ########## 04/12/2022 20:04:16 - INFO - __main__ - ########## val_fr_acc 0.7767068273092369 ########## 04/12/2022 20:04:21 - INFO - __main__ - ########## val_hi_acc 0.6706827309236948 ########## 04/12/2022 20:04:26 - INFO - __main__ - ########## val_ru_acc 0.7216867469879518 ########## 04/12/2022 20:04:30 - INFO - __main__ - ########## val_sw_acc 0.6614457831325301 ########## 04/12/2022 20:04:35 - INFO - __main__ - ########## val_th_acc 0.6871485943775101 ########## 04/12/2022 20:04:39 - INFO - __main__ - ########## val_tr_acc 0.704417670682731 ########## 04/12/2022 20:04:44 - INFO - __main__ - ########## val_ur_acc 0.6184738955823293 ########## 04/12/2022 20:04:48 - INFO - __main__ - ########## val_vi_acc 0.7317269076305221 ########## 04/12/2022 20:04:53 - INFO - __main__ - ########## val_zh_acc 0.7321285140562249 ########## 04/12/2022 20:05:01 - INFO - __main__ - ########## test_ar_acc 0.7063872255489022 ########## 04/12/2022 20:05:11 - INFO - __main__ - ########## test_bg_acc 0.7586826347305389 ########## 04/12/2022 20:05:20 - INFO - __main__ - ########## test_de_acc 0.7584830339321357 ########## 04/12/2022 20:05:29 - INFO - __main__ - ########## test_el_acc 0.7427145708582834 ########## 04/12/2022 20:05:38 - INFO - __main__ - ########## test_en_acc 0.8403193612774451 ########## 04/12/2022 20:05:47 - INFO - __main__ - ########## test_es_acc 0.7848303393213573 ########## 04/12/2022 20:05:57 - INFO - __main__ - ########## test_fr_acc 0.7820359281437126 ########## 04/12/2022 20:06:07 - INFO - __main__ - ########## test_hi_acc 0.6728542914171657 ########## 04/12/2022 20:06:16 - INFO - __main__ - ########## test_ru_acc 0.7451097804391218 ########## 04/12/2022 20:06:25 - INFO - __main__ - ########## test_sw_acc 0.6802395209580838 ########## 04/12/2022 20:06:34 - INFO - __main__ - ########## test_th_acc 0.6868263473053893 ########## 04/12/2022 20:06:43 - INFO - __main__ - ########## test_tr_acc 0.7067864271457086 ########## 04/12/2022 20:06:52 - INFO - __main__ - ########## test_ur_acc 0.626746506986028 ########## 04/12/2022 20:07:01 - INFO - __main__ - ########## test_vi_acc 0.7393213572854291 ########## 04/12/2022 20:07:10 - INFO - __main__ - ########## test_zh_acc 0.7343313373253493 ########## 04/12/2022 20:07:10 - INFO - __main__ - val_ar_acc = 0.7096385542168675 04/12/2022 20:07:10 - INFO - __main__ - val_bg_acc = 0.744578313253012 04/12/2022 20:07:10 - INFO - __main__ - val_de_acc = 0.765863453815261 04/12/2022 20:07:10 - INFO - __main__ - val_el_acc = 0.7285140562248996 04/12/2022 20:07:10 - INFO - __main__ - val_en_acc = 0.8337349397590361 04/12/2022 20:07:10 - INFO - __main__ - val_es_acc = 0.7799196787148595 04/12/2022 20:07:10 - INFO - __main__ - val_fr_acc = 0.7767068273092369 04/12/2022 20:07:10 - INFO - __main__ - val_hi_acc = 0.6706827309236948 04/12/2022 20:07:10 - INFO - __main__ - val_ru_acc = 0.7216867469879518 04/12/2022 20:07:10 - INFO - __main__ - val_sw_acc = 0.6614457831325301 04/12/2022 20:07:10 - INFO - __main__ - val_th_acc = 0.6871485943775101 04/12/2022 20:07:10 - INFO - __main__ - val_tr_acc = 0.704417670682731 04/12/2022 20:07:10 - INFO - __main__ - val_ur_acc = 0.6184738955823293 04/12/2022 20:07:10 - INFO - __main__ - val_vi_acc = 0.7317269076305221 04/12/2022 20:07:10 - INFO - __main__ - val_zh_acc = 0.7321285140562249 04/12/2022 20:07:10 - INFO - __main__ - val_avg_acc = 0.7244444444444443 04/12/2022 20:07:10 - INFO - __main__ - test_ar_acc = 0.7063872255489022 04/12/2022 20:07:10 - INFO - __main__ - test_bg_acc = 0.7586826347305389 04/12/2022 20:07:10 - INFO - __main__ - test_de_acc = 0.7584830339321357 04/12/2022 20:07:10 - INFO - __main__ - test_el_acc = 0.7427145708582834 04/12/2022 20:07:10 - INFO - __main__ - test_en_acc = 0.8403193612774451 04/12/2022 20:07:10 - INFO - __main__ - test_es_acc = 0.7848303393213573 04/12/2022 20:07:10 - INFO - __main__ - test_fr_acc = 0.7820359281437126 04/12/2022 20:07:10 - INFO - __main__ - test_hi_acc = 0.6728542914171657 04/12/2022 20:07:10 - INFO - __main__ - test_ru_acc = 0.7451097804391218 04/12/2022 20:07:10 - INFO - __main__ - test_sw_acc = 0.6802395209580838 04/12/2022 20:07:10 - INFO - __main__ - test_th_acc = 0.6868263473053893 04/12/2022 20:07:10 - INFO - __main__ - test_tr_acc = 0.7067864271457086 04/12/2022 20:07:10 - INFO - __main__ - test_ur_acc = 0.626746506986028 04/12/2022 20:07:10 - INFO - __main__ - test_vi_acc = 0.7393213572854291 04/12/2022 20:07:10 - INFO - __main__ - test_zh_acc = 0.7343313373253493 04/12/2022 20:07:10 - INFO - __main__ - test_avg_acc = 0.7310445775116433 04/12/2022 20:07:11 - INFO - utils - remove old ckpt: xnli_right_avg_new/ckpt/step-95000-test_avg_acc-0.7310445775116433-val_avg_acc-0.7244444444444443 04/12/2022 20:07:11 - INFO - __main__ - ********** Evaluating Done ********** 04/12/2022 20:07:16 - INFO - __main__ - global_steps 95050 loss: 0.41834880 04/12/2022 20:07:21 - INFO - __main__ - global_steps 95100 loss: 0.37270342 04/12/2022 20:07:25 - INFO - __main__ - global_steps 95150 loss: 0.39768327 04/12/2022 20:07:30 - INFO - __main__ - global_steps 95200 loss: 0.38593378 04/12/2022 20:07:35 - INFO - __main__ - global_steps 95250 loss: 0.38837246 04/12/2022 20:07:39 - INFO - __main__ - global_steps 95300 loss: 0.35652774 04/12/2022 20:07:44 - INFO - __main__ - global_steps 95350 loss: 0.36274592 04/12/2022 20:07:48 - INFO - __main__ - global_steps 95400 loss: 0.28841968 04/12/2022 20:07:53 - INFO - __main__ - global_steps 95450 loss: 0.35733376 04/12/2022 20:07:58 - INFO - __main__ - global_steps 95500 loss: 0.36990375 04/12/2022 20:08:02 - INFO - __main__ - global_steps 95550 loss: 0.40145169 04/12/2022 20:08:07 - INFO - __main__ - global_steps 95600 loss: 0.35891838 04/12/2022 20:08:11 - INFO - __main__ - global_steps 95650 loss: 0.32423347 04/12/2022 20:08:16 - INFO - __main__ - global_steps 95700 loss: 0.34333401 04/12/2022 20:08:21 - INFO - __main__ - global_steps 95750 loss: 0.33161205 04/12/2022 20:08:25 - INFO - __main__ - global_steps 95800 loss: 0.40101013 04/12/2022 20:08:30 - INFO - __main__ - global_steps 95850 loss: 0.37330568 04/12/2022 20:08:35 - INFO - __main__ - global_steps 95900 loss: 0.32707398 04/12/2022 20:08:39 - INFO - __main__ - global_steps 95950 loss: 0.50900044 04/12/2022 20:08:44 - INFO - __main__ - global_steps 96000 loss: 0.33003799 04/12/2022 20:08:48 - INFO - __main__ - global_steps 96050 loss: 0.36467106 04/12/2022 20:08:53 - INFO - __main__ - global_steps 96100 loss: 0.37162618 04/12/2022 20:08:58 - INFO - __main__ - global_steps 96150 loss: 0.34946825 04/12/2022 20:09:02 - INFO - __main__ - global_steps 96200 loss: 0.33537562 04/12/2022 20:09:07 - INFO - __main__ - global_steps 96250 loss: 0.38461922 04/12/2022 20:09:11 - INFO - __main__ - global_steps 96300 loss: 0.39779974 04/12/2022 20:09:16 - INFO - __main__ - global_steps 96350 loss: 0.37983987 04/12/2022 20:09:21 - INFO - __main__ - global_steps 96400 loss: 0.37805276 04/12/2022 20:09:25 - INFO - __main__ - global_steps 96450 loss: 0.37329272 04/12/2022 20:09:30 - INFO - __main__ - global_steps 96500 loss: 0.40548965 04/12/2022 20:09:35 - INFO - __main__ - global_steps 96550 loss: 0.37893365 04/12/2022 20:09:39 - INFO - __main__ - global_steps 96600 loss: 0.34765154 04/12/2022 20:09:44 - INFO - __main__ - global_steps 96650 loss: 0.32746345 04/12/2022 20:09:48 - INFO - __main__ - global_steps 96700 loss: 0.34416156 04/12/2022 20:09:53 - INFO - __main__ - global_steps 96750 loss: 0.37535088 04/12/2022 20:09:58 - INFO - __main__ - global_steps 96800 loss: 0.40234521 04/12/2022 20:10:02 - INFO - __main__ - global_steps 96850 loss: 0.38131468 04/12/2022 20:10:07 - INFO - __main__ - global_steps 96900 loss: 0.31804393 04/12/2022 20:10:11 - INFO - __main__ - global_steps 96950 loss: 0.33788955 04/12/2022 20:10:16 - INFO - __main__ - global_steps 97000 loss: 0.36175643 04/12/2022 20:10:21 - INFO - __main__ - global_steps 97050 loss: 0.35037354 04/12/2022 20:10:25 - INFO - __main__ - global_steps 97100 loss: 0.37282962 04/12/2022 20:10:30 - INFO - __main__ - global_steps 97150 loss: 0.34608578 04/12/2022 20:10:34 - INFO - __main__ - global_steps 97200 loss: 0.35446854 04/12/2022 20:10:39 - INFO - __main__ - global_steps 97250 loss: 0.34483517 04/12/2022 20:10:44 - INFO - __main__ - global_steps 97300 loss: 0.31777399 04/12/2022 20:10:48 - INFO - __main__ - global_steps 97350 loss: 0.36898704 04/12/2022 20:10:53 - INFO - __main__ - global_steps 97400 loss: 0.28893069 04/12/2022 20:10:57 - INFO - __main__ - global_steps 97450 loss: 0.36039004 04/12/2022 20:11:02 - INFO - __main__ - global_steps 97500 loss: 0.35643741 04/12/2022 20:11:02 - INFO - __main__ - ********** Running evaluating ********** 04/12/2022 20:11:06 - INFO - __main__ - ########## val_ar_acc 0.6899598393574298 ########## 04/12/2022 20:11:11 - INFO - __main__ - ########## val_bg_acc 0.7329317269076305 ########## 04/12/2022 20:11:15 - INFO - __main__ - ########## val_de_acc 0.7518072289156627 ########## 04/12/2022 20:11:20 - INFO - __main__ - ########## val_el_acc 0.7184738955823293 ########## 04/12/2022 20:11:24 - INFO - __main__ - ########## val_en_acc 0.8309236947791164 ########## 04/12/2022 20:11:29 - INFO - __main__ - ########## val_es_acc 0.7634538152610442 ########## 04/12/2022 20:11:34 - INFO - __main__ - ########## val_fr_acc 0.7582329317269076 ########## 04/12/2022 20:11:38 - INFO - __main__ - ########## val_hi_acc 0.6570281124497992 ########## 04/12/2022 20:11:43 - INFO - __main__ - ########## val_ru_acc 0.7164658634538152 ########## 04/12/2022 20:11:47 - INFO - __main__ - ########## val_sw_acc 0.6477911646586345 ########## 04/12/2022 20:11:52 - INFO - __main__ - ########## val_th_acc 0.6586345381526104 ########## 04/12/2022 20:11:56 - INFO - __main__ - ########## val_tr_acc 0.6819277108433734 ########## 04/12/2022 20:12:01 - INFO - __main__ - ########## val_ur_acc 0.6088353413654618 ########## 04/12/2022 20:12:05 - INFO - __main__ - ########## val_vi_acc 0.7160642570281125 ########## 04/12/2022 20:12:10 - INFO - __main__ - ########## val_zh_acc 0.7088353413654619 ########## 04/12/2022 20:12:19 - INFO - __main__ - ########## test_ar_acc 0.7031936127744511 ########## 04/12/2022 20:12:28 - INFO - __main__ - ########## test_bg_acc 0.7481037924151697 ########## 04/12/2022 20:12:37 - INFO - __main__ - ########## test_de_acc 0.7552894211576846 ########## 04/12/2022 20:12:47 - INFO - __main__ - ########## test_el_acc 0.7289421157684631 ########## 04/12/2022 20:12:55 - INFO - __main__ - ########## test_en_acc 0.8383233532934131 ########## 04/12/2022 20:13:04 - INFO - __main__ - ########## test_es_acc 0.7778443113772455 ########## 04/12/2022 20:13:14 - INFO - __main__ - ########## test_fr_acc 0.7746506986027945 ########## 04/12/2022 20:13:24 - INFO - __main__ - ########## test_hi_acc 0.6644710578842316 ########## 04/12/2022 20:13:33 - INFO - __main__ - ########## test_ru_acc 0.7335329341317365 ########## 04/12/2022 20:13:42 - INFO - __main__ - ########## test_sw_acc 0.6630738522954092 ########## 04/12/2022 20:13:51 - INFO - __main__ - ########## test_th_acc 0.6600798403193613 ########## 04/12/2022 20:14:00 - INFO - __main__ - ########## test_tr_acc 0.6884231536926148 ########## 04/12/2022 20:14:09 - INFO - __main__ - ########## test_ur_acc 0.611377245508982 ########## 04/12/2022 20:14:18 - INFO - __main__ - ########## test_vi_acc 0.7281437125748503 ########## 04/12/2022 20:14:27 - INFO - __main__ - ########## test_zh_acc 0.712375249500998 ########## 04/12/2022 20:14:27 - INFO - __main__ - val_ar_acc = 0.6899598393574298 04/12/2022 20:14:27 - INFO - __main__ - val_bg_acc = 0.7329317269076305 04/12/2022 20:14:27 - INFO - __main__ - val_de_acc = 0.7518072289156627 04/12/2022 20:14:27 - INFO - __main__ - val_el_acc = 0.7184738955823293 04/12/2022 20:14:27 - INFO - __main__ - val_en_acc = 0.8309236947791164 04/12/2022 20:14:27 - INFO - __main__ - val_es_acc = 0.7634538152610442 04/12/2022 20:14:27 - INFO - __main__ - val_fr_acc = 0.7582329317269076 04/12/2022 20:14:27 - INFO - __main__ - val_hi_acc = 0.6570281124497992 04/12/2022 20:14:27 - INFO - __main__ - val_ru_acc = 0.7164658634538152 04/12/2022 20:14:27 - INFO - __main__ - val_sw_acc = 0.6477911646586345 04/12/2022 20:14:27 - INFO - __main__ - val_th_acc = 0.6586345381526104 04/12/2022 20:14:27 - INFO - __main__ - val_tr_acc = 0.6819277108433734 04/12/2022 20:14:27 - INFO - __main__ - val_ur_acc = 0.6088353413654618 04/12/2022 20:14:27 - INFO - __main__ - val_vi_acc = 0.7160642570281125 04/12/2022 20:14:27 - INFO - __main__ - val_zh_acc = 0.7088353413654619 04/12/2022 20:14:27 - INFO - __main__ - val_avg_acc = 0.7094243641231592 04/12/2022 20:14:27 - INFO - __main__ - test_ar_acc = 0.7031936127744511 04/12/2022 20:14:27 - INFO - __main__ - test_bg_acc = 0.7481037924151697 04/12/2022 20:14:27 - INFO - __main__ - test_de_acc = 0.7552894211576846 04/12/2022 20:14:27 - INFO - __main__ - test_el_acc = 0.7289421157684631 04/12/2022 20:14:27 - INFO - __main__ - test_en_acc = 0.8383233532934131 04/12/2022 20:14:27 - INFO - __main__ - test_es_acc = 0.7778443113772455 04/12/2022 20:14:27 - INFO - __main__ - test_fr_acc = 0.7746506986027945 04/12/2022 20:14:27 - INFO - __main__ - test_hi_acc = 0.6644710578842316 04/12/2022 20:14:27 - INFO - __main__ - test_ru_acc = 0.7335329341317365 04/12/2022 20:14:27 - INFO - __main__ - test_sw_acc = 0.6630738522954092 04/12/2022 20:14:27 - INFO - __main__ - test_th_acc = 0.6600798403193613 04/12/2022 20:14:27 - INFO - __main__ - test_tr_acc = 0.6884231536926148 04/12/2022 20:14:27 - INFO - __main__ - test_ur_acc = 0.611377245508982 04/12/2022 20:14:27 - INFO - __main__ - test_vi_acc = 0.7281437125748503 04/12/2022 20:14:27 - INFO - __main__ - test_zh_acc = 0.712375249500998 04/12/2022 20:14:27 - INFO - __main__ - test_avg_acc = 0.7191882900864935 04/12/2022 20:14:28 - INFO - utils - remove old ckpt: xnli_right_avg_new/ckpt/step-97500-test_avg_acc-0.7191882900864935-val_avg_acc-0.7094243641231592 04/12/2022 20:14:28 - INFO - __main__ - ********** Evaluating Done ********** 04/12/2022 20:14:33 - INFO - __main__ - global_steps 97550 loss: 0.25929546 04/12/2022 20:14:38 - INFO - __main__ - global_steps 97600 loss: 0.37771449 04/12/2022 20:14:42 - INFO - __main__ - global_steps 97650 loss: 0.37313454 04/12/2022 20:14:47 - INFO - __main__ - global_steps 97700 loss: 0.38604735 04/12/2022 20:14:51 - INFO - __main__ - global_steps 97750 loss: 0.41032575 04/12/2022 20:14:56 - INFO - __main__ - global_steps 97800 loss: 0.36873329 04/12/2022 20:15:00 - INFO - __main__ - global_steps 97850 loss: 0.35829549 04/12/2022 20:15:05 - INFO - __main__ - global_steps 97900 loss: 0.35196269 04/12/2022 20:15:10 - INFO - __main__ - global_steps 97950 loss: 0.39110989 04/12/2022 20:15:14 - INFO - __main__ - global_steps 98000 loss: 0.31481017 04/12/2022 20:15:19 - INFO - __main__ - global_steps 98050 loss: 0.33276328 04/12/2022 20:15:24 - INFO - __main__ - global_steps 98100 loss: 0.37221335 04/12/2022 20:15:28 - INFO - __main__ - global_steps 98150 loss: 0.34451868 04/12/2022 20:15:33 - INFO - __main__ - global_steps 98200 loss: 0.37047775 04/12/2022 20:15:37 - INFO - __main__ - global_steps 98250 loss: 0.39606100 04/12/2022 20:15:42 - INFO - __main__ - global_steps 98300 loss: 0.42345225 04/12/2022 20:15:47 - INFO - __main__ - global_steps 98350 loss: 0.42601742 04/12/2022 20:15:51 - INFO - __main__ - global_steps 98400 loss: 0.41456256 04/12/2022 20:15:56 - INFO - __main__ - global_steps 98450 loss: 0.38095780 04/12/2022 20:16:00 - INFO - __main__ - global_steps 98500 loss: 0.35410070 04/12/2022 20:16:05 - INFO - __main__ - global_steps 98550 loss: 0.36184165 04/12/2022 20:16:10 - INFO - __main__ - global_steps 98600 loss: 0.29739858 04/12/2022 20:16:14 - INFO - __main__ - global_steps 98650 loss: 0.31436209 04/12/2022 20:16:19 - INFO - __main__ - global_steps 98700 loss: 0.40321945 04/12/2022 20:16:23 - INFO - __main__ - global_steps 98750 loss: 0.38139161 04/12/2022 20:16:28 - INFO - __main__ - global_steps 98800 loss: 0.37100746 04/12/2022 20:16:33 - INFO - __main__ - global_steps 98850 loss: 0.39744458 04/12/2022 20:16:37 - INFO - __main__ - global_steps 98900 loss: 0.37234788 04/12/2022 20:16:42 - INFO - __main__ - global_steps 98950 loss: 0.33996784 04/12/2022 20:16:46 - INFO - __main__ - global_steps 99000 loss: 0.36344953 04/12/2022 20:16:51 - INFO - __main__ - global_steps 99050 loss: 0.41175984 04/12/2022 20:16:56 - INFO - __main__ - global_steps 99100 loss: 0.33715218 04/12/2022 20:17:00 - INFO - __main__ - global_steps 99150 loss: 0.33967775 04/12/2022 20:17:05 - INFO - __main__ - global_steps 99200 loss: 0.32043352 04/12/2022 20:17:09 - INFO - __main__ - global_steps 99250 loss: 0.38791921 04/12/2022 20:17:14 - INFO - __main__ - global_steps 99300 loss: 0.29361105 04/12/2022 20:17:19 - INFO - __main__ - global_steps 99350 loss: 0.36690872 04/12/2022 20:17:23 - INFO - __main__ - global_steps 99400 loss: 0.37352883 04/12/2022 20:17:28 - INFO - __main__ - global_steps 99450 loss: 0.34604647 04/12/2022 20:17:32 - INFO - __main__ - global_steps 99500 loss: 0.33978055 04/12/2022 20:17:37 - INFO - __main__ - global_steps 99550 loss: 0.43068885 04/12/2022 20:17:42 - INFO - __main__ - global_steps 99600 loss: 0.33991568 04/12/2022 20:17:46 - INFO - __main__ - global_steps 99650 loss: 0.37179829 04/12/2022 20:17:51 - INFO - __main__ - global_steps 99700 loss: 0.35344186 04/12/2022 20:17:55 - INFO - __main__ - global_steps 99750 loss: 0.32863266 04/12/2022 20:18:00 - INFO - __main__ - global_steps 99800 loss: 0.35182791 04/12/2022 20:18:05 - INFO - __main__ - global_steps 99850 loss: 0.39633560 04/12/2022 20:18:09 - INFO - __main__ - global_steps 99900 loss: 0.37839574 04/12/2022 20:18:14 - INFO - __main__ - global_steps 99950 loss: 0.40053177 04/12/2022 20:18:18 - INFO - __main__ - global_steps 100000 loss: 0.39581050 04/12/2022 20:18:18 - INFO - __main__ - ********** Running evaluating ********** 04/12/2022 20:18:23 - INFO - __main__ - ########## val_ar_acc 0.7144578313253012 ########## 04/12/2022 20:18:27 - INFO - __main__ - ########## val_bg_acc 0.7598393574297189 ########## 04/12/2022 20:18:32 - INFO - __main__ - ########## val_de_acc 0.7730923694779116 ########## 04/12/2022 20:18:36 - INFO - __main__ - ########## val_el_acc 0.7546184738955823 ########## 04/12/2022 20:18:41 - INFO - __main__ - ########## val_en_acc 0.8473895582329317 ########## 04/12/2022 20:18:45 - INFO - __main__ - ########## val_es_acc 0.7863453815261044 ########## 04/12/2022 20:18:50 - INFO - __main__ - ########## val_fr_acc 0.7839357429718875 ########## 04/12/2022 20:18:54 - INFO - __main__ - ########## val_hi_acc 0.6843373493975904 ########## 04/12/2022 20:18:59 - INFO - __main__ - ########## val_ru_acc 0.7337349397590361 ########## 04/12/2022 20:19:03 - INFO - __main__ - ########## val_sw_acc 0.6771084337349398 ########## 04/12/2022 20:19:08 - INFO - __main__ - ########## val_th_acc 0.7028112449799196 ########## 04/12/2022 20:19:12 - INFO - __main__ - ########## val_tr_acc 0.7248995983935743 ########## 04/12/2022 20:19:17 - INFO - __main__ - ########## val_ur_acc 0.6385542168674698 ########## 04/12/2022 20:19:21 - INFO - __main__ - ########## val_vi_acc 0.7349397590361446 ########## 04/12/2022 20:19:26 - INFO - __main__ - ########## val_zh_acc 0.748995983935743 ########## 04/12/2022 20:19:35 - INFO - __main__ - ########## test_ar_acc 0.7267465069860279 ########## 04/12/2022 20:19:44 - INFO - __main__ - ########## test_bg_acc 0.7694610778443114 ########## 04/12/2022 20:19:53 - INFO - __main__ - ########## test_de_acc 0.7716566866267465 ########## 04/12/2022 20:20:03 - INFO - __main__ - ########## test_el_acc 0.7610778443113773 ########## 04/12/2022 20:20:11 - INFO - __main__ - ########## test_en_acc 0.8469061876247505 ########## 04/12/2022 20:20:20 - INFO - __main__ - ########## test_es_acc 0.792814371257485 ########## 04/12/2022 20:20:30 - INFO - __main__ - ########## test_fr_acc 0.7920159680638723 ########## 04/12/2022 20:20:40 - INFO - __main__ - ########## test_hi_acc 0.6890219560878243 ########## 04/12/2022 20:20:49 - INFO - __main__ - ########## test_ru_acc 0.7532934131736527 ########## 04/12/2022 20:20:58 - INFO - __main__ - ########## test_sw_acc 0.6962075848303393 ########## 04/12/2022 20:21:06 - INFO - __main__ - ########## test_th_acc 0.7077844311377246 ########## 04/12/2022 20:21:15 - INFO - __main__ - ########## test_tr_acc 0.7111776447105789 ########## 04/12/2022 20:21:25 - INFO - __main__ - ########## test_ur_acc 0.6520958083832336 ########## 04/12/2022 20:21:34 - INFO - __main__ - ########## test_vi_acc 0.7481037924151697 ########## 04/12/2022 20:21:43 - INFO - __main__ - ########## test_zh_acc 0.7421157684630738 ########## 04/12/2022 20:21:43 - INFO - __main__ - val_ar_acc = 0.7144578313253012 04/12/2022 20:21:43 - INFO - __main__ - val_bg_acc = 0.7598393574297189 04/12/2022 20:21:43 - INFO - __main__ - val_de_acc = 0.7730923694779116 04/12/2022 20:21:43 - INFO - __main__ - val_el_acc = 0.7546184738955823 04/12/2022 20:21:43 - INFO - __main__ - val_en_acc = 0.8473895582329317 04/12/2022 20:21:43 - INFO - __main__ - val_es_acc = 0.7863453815261044 04/12/2022 20:21:43 - INFO - __main__ - val_fr_acc = 0.7839357429718875 04/12/2022 20:21:43 - INFO - __main__ - val_hi_acc = 0.6843373493975904 04/12/2022 20:21:43 - INFO - __main__ - val_ru_acc = 0.7337349397590361 04/12/2022 20:21:43 - INFO - __main__ - val_sw_acc = 0.6771084337349398 04/12/2022 20:21:43 - INFO - __main__ - val_th_acc = 0.7028112449799196 04/12/2022 20:21:43 - INFO - __main__ - val_tr_acc = 0.7248995983935743 04/12/2022 20:21:43 - INFO - __main__ - val_ur_acc = 0.6385542168674698 04/12/2022 20:21:43 - INFO - __main__ - val_vi_acc = 0.7349397590361446 04/12/2022 20:21:43 - INFO - __main__ - val_zh_acc = 0.748995983935743 04/12/2022 20:21:43 - INFO - __main__ - val_avg_acc = 0.7376706827309237 04/12/2022 20:21:43 - INFO - __main__ - test_ar_acc = 0.7267465069860279 04/12/2022 20:21:43 - INFO - __main__ - test_bg_acc = 0.7694610778443114 04/12/2022 20:21:43 - INFO - __main__ - test_de_acc = 0.7716566866267465 04/12/2022 20:21:43 - INFO - __main__ - test_el_acc = 0.7610778443113773 04/12/2022 20:21:43 - INFO - __main__ - test_en_acc = 0.8469061876247505 04/12/2022 20:21:43 - INFO - __main__ - test_es_acc = 0.792814371257485 04/12/2022 20:21:43 - INFO - __main__ - test_fr_acc = 0.7920159680638723 04/12/2022 20:21:43 - INFO - __main__ - test_hi_acc = 0.6890219560878243 04/12/2022 20:21:43 - INFO - __main__ - test_ru_acc = 0.7532934131736527 04/12/2022 20:21:43 - INFO - __main__ - test_sw_acc = 0.6962075848303393 04/12/2022 20:21:43 - INFO - __main__ - test_th_acc = 0.7077844311377246 04/12/2022 20:21:43 - INFO - __main__ - test_tr_acc = 0.7111776447105789 04/12/2022 20:21:43 - INFO - __main__ - test_ur_acc = 0.6520958083832336 04/12/2022 20:21:43 - INFO - __main__ - test_vi_acc = 0.7481037924151697 04/12/2022 20:21:43 - INFO - __main__ - test_zh_acc = 0.7421157684630738 04/12/2022 20:21:43 - INFO - __main__ - test_avg_acc = 0.7440319361277445 04/12/2022 20:21:43 - INFO - __main__ - ########## Step 100000 val_avg_acc 0.7376706827309237 test_avg_acc 0.7440319361277445 ########## 04/12/2022 20:21:44 - INFO - utils - remove old ckpt: xnli_right_avg_new/ckpt/step-72500-test_avg_acc-0.7350898203592813-val_avg_acc-0.7280321285140562 04/12/2022 20:21:44 - INFO - __main__ - ********** Evaluating Done ********** 04/12/2022 20:21:49 - INFO - __main__ - global_steps 100050 loss: 0.32539164 04/12/2022 20:21:53 - INFO - __main__ - global_steps 100100 loss: 0.35043396 04/12/2022 20:21:58 - INFO - __main__ - global_steps 100150 loss: 0.33107330 04/12/2022 20:22:02 - INFO - __main__ - global_steps 100200 loss: 0.36944238 04/12/2022 20:22:07 - INFO - __main__ - global_steps 100250 loss: 0.37147388 04/12/2022 20:22:12 - INFO - __main__ - global_steps 100300 loss: 0.34145935 04/12/2022 20:22:16 - INFO - __main__ - global_steps 100350 loss: 0.40633101 04/12/2022 20:22:21 - INFO - __main__ - global_steps 100400 loss: 0.37724088 04/12/2022 20:22:25 - INFO - __main__ - global_steps 100450 loss: 0.35122885 04/12/2022 20:22:30 - INFO - __main__ - global_steps 100500 loss: 0.34476370 04/12/2022 20:22:34 - INFO - __main__ - global_steps 100550 loss: 0.40869103 04/12/2022 20:22:39 - INFO - __main__ - global_steps 100600 loss: 0.28437145 04/12/2022 20:22:44 - INFO - __main__ - global_steps 100650 loss: 0.36987981 04/12/2022 20:22:48 - INFO - __main__ - global_steps 100700 loss: 0.32492363 04/12/2022 20:22:53 - INFO - __main__ - global_steps 100750 loss: 0.35763438 04/12/2022 20:22:57 - INFO - __main__ - global_steps 100800 loss: 0.35158003 04/12/2022 20:23:02 - INFO - __main__ - global_steps 100850 loss: 0.38506455 04/12/2022 20:23:07 - INFO - __main__ - global_steps 100900 loss: 0.33748915 04/12/2022 20:23:11 - INFO - __main__ - global_steps 100950 loss: 0.37737350 04/12/2022 20:23:16 - INFO - __main__ - global_steps 101000 loss: 0.38048443 04/12/2022 20:23:21 - INFO - __main__ - global_steps 101050 loss: 0.41714247 04/12/2022 20:23:25 - INFO - __main__ - global_steps 101100 loss: 0.34955672 04/12/2022 20:23:30 - INFO - __main__ - global_steps 101150 loss: 0.42853425 04/12/2022 20:23:34 - INFO - __main__ - global_steps 101200 loss: 0.33834344 04/12/2022 20:23:39 - INFO - __main__ - global_steps 101250 loss: 0.35179368 04/12/2022 20:23:43 - INFO - __main__ - global_steps 101300 loss: 0.36819908 04/12/2022 20:23:48 - INFO - __main__ - global_steps 101350 loss: 0.32736113 04/12/2022 20:23:52 - INFO - __main__ - global_steps 101400 loss: 0.30703654 04/12/2022 20:23:56 - INFO - __main__ - global_steps 101450 loss: 0.41412892 04/12/2022 20:24:01 - INFO - __main__ - global_steps 101500 loss: 0.33792368 04/12/2022 20:24:05 - INFO - __main__ - global_steps 101550 loss: 0.34556173 04/12/2022 20:24:10 - INFO - __main__ - global_steps 101600 loss: 0.41986462 04/12/2022 20:24:15 - INFO - __main__ - global_steps 101650 loss: 0.32643092 04/12/2022 20:24:19 - INFO - __main__ - global_steps 101700 loss: 0.33969234 04/12/2022 20:24:24 - INFO - __main__ - global_steps 101750 loss: 0.37972377 04/12/2022 20:24:28 - INFO - __main__ - global_steps 101800 loss: 0.34197612 04/12/2022 20:24:33 - INFO - __main__ - global_steps 101850 loss: 0.42162810 04/12/2022 20:24:37 - INFO - __main__ - global_steps 101900 loss: 0.35953592 04/12/2022 20:24:42 - INFO - __main__ - global_steps 101950 loss: 0.34141307 04/12/2022 20:24:47 - INFO - __main__ - global_steps 102000 loss: 0.30731226 04/12/2022 20:24:51 - INFO - __main__ - global_steps 102050 loss: 0.37573030 04/12/2022 20:24:55 - INFO - __main__ - global_steps 102100 loss: 0.30975760 04/12/2022 20:25:00 - INFO - __main__ - global_steps 102150 loss: 0.31832824 04/12/2022 20:25:04 - INFO - __main__ - global_steps 102200 loss: 0.42186957 04/12/2022 20:25:09 - INFO - __main__ - global_steps 102250 loss: 0.31964470 04/12/2022 20:25:14 - INFO - __main__ - global_steps 102300 loss: 0.31376122 04/12/2022 20:25:18 - INFO - __main__ - global_steps 102350 loss: 0.38017481 04/12/2022 20:25:23 - INFO - __main__ - global_steps 102400 loss: 0.39894950 04/12/2022 20:25:27 - INFO - __main__ - global_steps 102450 loss: 0.42276530 04/12/2022 20:25:32 - INFO - __main__ - global_steps 102500 loss: 0.31613700 04/12/2022 20:25:32 - INFO - __main__ - ********** Running evaluating ********** 04/12/2022 20:25:37 - INFO - __main__ - ########## val_ar_acc 0.6923694779116466 ########## 04/12/2022 20:25:41 - INFO - __main__ - ########## val_bg_acc 0.736144578313253 ########## 04/12/2022 20:25:46 - INFO - __main__ - ########## val_de_acc 0.751004016064257 ########## 04/12/2022 20:25:50 - INFO - __main__ - ########## val_el_acc 0.7301204819277108 ########## 04/12/2022 20:25:54 - INFO - __main__ - ########## val_en_acc 0.8329317269076305 ########## 04/12/2022 20:25:59 - INFO - __main__ - ########## val_es_acc 0.7626506024096386 ########## 04/12/2022 20:26:03 - INFO - __main__ - ########## val_fr_acc 0.7710843373493976 ########## 04/12/2022 20:26:08 - INFO - __main__ - ########## val_hi_acc 0.6606425702811245 ########## 04/12/2022 20:26:13 - INFO - __main__ - ########## val_ru_acc 0.7216867469879518 ########## 04/12/2022 20:26:17 - INFO - __main__ - ########## val_sw_acc 0.6522088353413654 ########## 04/12/2022 20:26:22 - INFO - __main__ - ########## val_th_acc 0.6702811244979919 ########## 04/12/2022 20:26:26 - INFO - __main__ - ########## val_tr_acc 0.6959839357429719 ########## 04/12/2022 20:26:31 - INFO - __main__ - ########## val_ur_acc 0.621285140562249 ########## 04/12/2022 20:26:35 - INFO - __main__ - ########## val_vi_acc 0.7152610441767068 ########## 04/12/2022 20:26:39 - INFO - __main__ - ########## val_zh_acc 0.7144578313253012 ########## 04/12/2022 20:26:48 - INFO - __main__ - ########## test_ar_acc 0.7055888223552894 ########## 04/12/2022 20:26:58 - INFO - __main__ - ########## test_bg_acc 0.7522954091816367 ########## 04/12/2022 20:27:07 - INFO - __main__ - ########## test_de_acc 0.7542914171656686 ########## 04/12/2022 20:27:16 - INFO - __main__ - ########## test_el_acc 0.7349301397205589 ########## 04/12/2022 20:27:25 - INFO - __main__ - ########## test_en_acc 0.8395209580838323 ########## 04/12/2022 20:27:34 - INFO - __main__ - ########## test_es_acc 0.7778443113772455 ########## 04/12/2022 20:27:43 - INFO - __main__ - ########## test_fr_acc 0.770059880239521 ########## 04/12/2022 20:27:52 - INFO - __main__ - ########## test_hi_acc 0.6630738522954092 ########## 04/12/2022 20:28:02 - INFO - __main__ - ########## test_ru_acc 0.7255489021956087 ########## 04/12/2022 20:28:11 - INFO - __main__ - ########## test_sw_acc 0.6672654690618762 ########## 04/12/2022 20:28:19 - INFO - __main__ - ########## test_th_acc 0.6744510978043912 ########## 04/12/2022 20:28:28 - INFO - __main__ - ########## test_tr_acc 0.6930139720558882 ########## 04/12/2022 20:28:38 - INFO - __main__ - ########## test_ur_acc 0.6189620758483034 ########## 04/12/2022 20:28:47 - INFO - __main__ - ########## test_vi_acc 0.718562874251497 ########## 04/12/2022 20:28:56 - INFO - __main__ - ########## test_zh_acc 0.7169660678642714 ########## 04/12/2022 20:28:56 - INFO - __main__ - val_ar_acc = 0.6923694779116466 04/12/2022 20:28:56 - INFO - __main__ - val_bg_acc = 0.736144578313253 04/12/2022 20:28:56 - INFO - __main__ - val_de_acc = 0.751004016064257 04/12/2022 20:28:56 - INFO - __main__ - val_el_acc = 0.7301204819277108 04/12/2022 20:28:56 - INFO - __main__ - val_en_acc = 0.8329317269076305 04/12/2022 20:28:56 - INFO - __main__ - val_es_acc = 0.7626506024096386 04/12/2022 20:28:56 - INFO - __main__ - val_fr_acc = 0.7710843373493976 04/12/2022 20:28:56 - INFO - __main__ - val_hi_acc = 0.6606425702811245 04/12/2022 20:28:56 - INFO - __main__ - val_ru_acc = 0.7216867469879518 04/12/2022 20:28:56 - INFO - __main__ - val_sw_acc = 0.6522088353413654 04/12/2022 20:28:56 - INFO - __main__ - val_th_acc = 0.6702811244979919 04/12/2022 20:28:56 - INFO - __main__ - val_tr_acc = 0.6959839357429719 04/12/2022 20:28:56 - INFO - __main__ - val_ur_acc = 0.621285140562249 04/12/2022 20:28:56 - INFO - __main__ - val_vi_acc = 0.7152610441767068 04/12/2022 20:28:56 - INFO - __main__ - val_zh_acc = 0.7144578313253012 04/12/2022 20:28:56 - INFO - __main__ - val_avg_acc = 0.7152074966532798 04/12/2022 20:28:56 - INFO - __main__ - test_ar_acc = 0.7055888223552894 04/12/2022 20:28:56 - INFO - __main__ - test_bg_acc = 0.7522954091816367 04/12/2022 20:28:56 - INFO - __main__ - test_de_acc = 0.7542914171656686 04/12/2022 20:28:56 - INFO - __main__ - test_el_acc = 0.7349301397205589 04/12/2022 20:28:56 - INFO - __main__ - test_en_acc = 0.8395209580838323 04/12/2022 20:28:56 - INFO - __main__ - test_es_acc = 0.7778443113772455 04/12/2022 20:28:56 - INFO - __main__ - test_fr_acc = 0.770059880239521 04/12/2022 20:28:56 - INFO - __main__ - test_hi_acc = 0.6630738522954092 04/12/2022 20:28:56 - INFO - __main__ - test_ru_acc = 0.7255489021956087 04/12/2022 20:28:56 - INFO - __main__ - test_sw_acc = 0.6672654690618762 04/12/2022 20:28:56 - INFO - __main__ - test_th_acc = 0.6744510978043912 04/12/2022 20:28:56 - INFO - __main__ - test_tr_acc = 0.6930139720558882 04/12/2022 20:28:56 - INFO - __main__ - test_ur_acc = 0.6189620758483034 04/12/2022 20:28:56 - INFO - __main__ - test_vi_acc = 0.718562874251497 04/12/2022 20:28:56 - INFO - __main__ - test_zh_acc = 0.7169660678642714 04/12/2022 20:28:56 - INFO - __main__ - test_avg_acc = 0.7208250166333999 04/12/2022 20:28:57 - INFO - utils - remove old ckpt: xnli_right_avg_new/ckpt/step-102500-test_avg_acc-0.7208250166333999-val_avg_acc-0.7152074966532798 04/12/2022 20:28:57 - INFO - __main__ - ********** Evaluating Done ********** 04/12/2022 20:29:02 - INFO - __main__ - global_steps 102550 loss: 0.37931673 04/12/2022 20:29:07 - INFO - __main__ - global_steps 102600 loss: 0.28354493 04/12/2022 20:29:11 - INFO - __main__ - global_steps 102650 loss: 0.29940131 04/12/2022 20:29:16 - INFO - __main__ - global_steps 102700 loss: 0.37947958 04/12/2022 20:29:20 - INFO - __main__ - global_steps 102750 loss: 0.35092879 04/12/2022 20:29:25 - INFO - __main__ - global_steps 102800 loss: 0.35955293 04/12/2022 20:29:30 - INFO - __main__ - global_steps 102850 loss: 0.37311409 04/12/2022 20:29:34 - INFO - __main__ - global_steps 102900 loss: 0.34291422 04/12/2022 20:29:39 - INFO - __main__ - global_steps 102950 loss: 0.36330972 04/12/2022 20:29:43 - INFO - __main__ - global_steps 103000 loss: 0.35454406 04/12/2022 20:29:48 - INFO - __main__ - global_steps 103050 loss: 0.25347820 04/12/2022 20:29:53 - INFO - __main__ - global_steps 103100 loss: 0.24700652 04/12/2022 20:29:57 - INFO - __main__ - global_steps 103150 loss: 0.34010646 04/12/2022 20:30:02 - INFO - __main__ - global_steps 103200 loss: 0.36958626 04/12/2022 20:30:07 - INFO - __main__ - global_steps 103250 loss: 0.31143042 04/12/2022 20:30:11 - INFO - __main__ - global_steps 103300 loss: 0.33763851 04/12/2022 20:30:16 - INFO - __main__ - global_steps 103350 loss: 0.40448477 04/12/2022 20:30:20 - INFO - __main__ - global_steps 103400 loss: 0.35630608 04/12/2022 20:30:25 - INFO - __main__ - global_steps 103450 loss: 0.26402935 04/12/2022 20:30:29 - INFO - __main__ - global_steps 103500 loss: 0.36583999 04/12/2022 20:30:34 - INFO - __main__ - global_steps 103550 loss: 0.37169779 04/12/2022 20:30:39 - INFO - __main__ - global_steps 103600 loss: 0.30273376 04/12/2022 20:30:43 - INFO - __main__ - global_steps 103650 loss: 0.32338019 04/12/2022 20:30:48 - INFO - __main__ - global_steps 103700 loss: 0.33530882 04/12/2022 20:30:52 - INFO - __main__ - global_steps 103750 loss: 0.33988877 04/12/2022 20:30:57 - INFO - __main__ - global_steps 103800 loss: 0.36109039 04/12/2022 20:31:01 - INFO - __main__ - global_steps 103850 loss: 0.30602499 04/12/2022 20:31:05 - INFO - __main__ - global_steps 103900 loss: 0.35082228 04/12/2022 20:31:10 - INFO - __main__ - global_steps 103950 loss: 0.24988234 04/12/2022 20:31:14 - INFO - __main__ - global_steps 104000 loss: 0.38543436 04/12/2022 20:31:19 - INFO - __main__ - global_steps 104050 loss: 0.33988162 04/12/2022 20:31:23 - INFO - __main__ - global_steps 104100 loss: 0.37938698 04/12/2022 20:31:28 - INFO - __main__ - global_steps 104150 loss: 0.31548994 04/12/2022 20:31:32 - INFO - __main__ - global_steps 104200 loss: 0.40551665 04/12/2022 20:31:37 - INFO - __main__ - global_steps 104250 loss: 0.36399166 04/12/2022 20:31:42 - INFO - __main__ - global_steps 104300 loss: 0.30270380 04/12/2022 20:31:46 - INFO - __main__ - global_steps 104350 loss: 0.35844384 04/12/2022 20:31:51 - INFO - __main__ - global_steps 104400 loss: 0.30530523 04/12/2022 20:31:56 - INFO - __main__ - global_steps 104450 loss: 0.39324942 04/12/2022 20:32:00 - INFO - __main__ - global_steps 104500 loss: 0.38131755 04/12/2022 20:32:05 - INFO - __main__ - global_steps 104550 loss: 0.35634981 04/12/2022 20:32:09 - INFO - __main__ - global_steps 104600 loss: 0.30248094 04/12/2022 20:32:14 - INFO - __main__ - global_steps 104650 loss: 0.25095839 04/12/2022 20:32:19 - INFO - __main__ - global_steps 104700 loss: 0.40411592 04/12/2022 20:32:23 - INFO - __main__ - global_steps 104750 loss: 0.34360426 04/12/2022 20:32:28 - INFO - __main__ - global_steps 104800 loss: 0.38462965 04/12/2022 20:32:32 - INFO - __main__ - global_steps 104850 loss: 0.41341609 04/12/2022 20:32:37 - INFO - __main__ - global_steps 104900 loss: 0.37418965 04/12/2022 20:32:42 - INFO - __main__ - global_steps 104950 loss: 0.39928792 04/12/2022 20:32:46 - INFO - __main__ - global_steps 105000 loss: 0.29317706 04/12/2022 20:32:46 - INFO - __main__ - ********** Running evaluating ********** 04/12/2022 20:32:51 - INFO - __main__ - ########## val_ar_acc 0.7008032128514057 ########## 04/12/2022 20:32:55 - INFO - __main__ - ########## val_bg_acc 0.744578313253012 ########## 04/12/2022 20:33:00 - INFO - __main__ - ########## val_de_acc 0.7493975903614458 ########## 04/12/2022 20:33:04 - INFO - __main__ - ########## val_el_acc 0.7253012048192771 ########## 04/12/2022 20:33:09 - INFO - __main__ - ########## val_en_acc 0.8297188755020081 ########## 04/12/2022 20:33:13 - INFO - __main__ - ########## val_es_acc 0.7767068273092369 ########## 04/12/2022 20:33:18 - INFO - __main__ - ########## val_fr_acc 0.7714859437751004 ########## 04/12/2022 20:33:23 - INFO - __main__ - ########## val_hi_acc 0.6718875502008033 ########## 04/12/2022 20:33:27 - INFO - __main__ - ########## val_ru_acc 0.7196787148594378 ########## 04/12/2022 20:33:32 - INFO - __main__ - ########## val_sw_acc 0.6642570281124498 ########## 04/12/2022 20:33:36 - INFO - __main__ - ########## val_th_acc 0.6883534136546184 ########## 04/12/2022 20:33:40 - INFO - __main__ - ########## val_tr_acc 0.702008032128514 ########## 04/12/2022 20:33:45 - INFO - __main__ - ########## val_ur_acc 0.619277108433735 ########## 04/12/2022 20:33:50 - INFO - __main__ - ########## val_vi_acc 0.7265060240963855 ########## 04/12/2022 20:33:54 - INFO - __main__ - ########## val_zh_acc 0.7353413654618474 ########## 04/12/2022 20:34:03 - INFO - __main__ - ########## test_ar_acc 0.7113772455089821 ########## 04/12/2022 20:34:12 - INFO - __main__ - ########## test_bg_acc 0.7502994011976047 ########## 04/12/2022 20:34:21 - INFO - __main__ - ########## test_de_acc 0.7522954091816367 ########## 04/12/2022 20:34:31 - INFO - __main__ - ########## test_el_acc 0.7349301397205589 ########## 04/12/2022 20:34:40 - INFO - __main__ - ########## test_en_acc 0.8343313373253493 ########## 04/12/2022 20:34:49 - INFO - __main__ - ########## test_es_acc 0.7826347305389222 ########## 04/12/2022 20:34:58 - INFO - __main__ - ########## test_fr_acc 0.7810379241516966 ########## 04/12/2022 20:35:08 - INFO - __main__ - ########## test_hi_acc 0.6744510978043912 ########## 04/12/2022 20:35:17 - INFO - __main__ - ########## test_ru_acc 0.7379241516966067 ########## 04/12/2022 20:35:26 - INFO - __main__ - ########## test_sw_acc 0.6736526946107785 ########## 04/12/2022 20:35:35 - INFO - __main__ - ########## test_th_acc 0.6990019960079841 ########## 04/12/2022 20:35:44 - INFO - __main__ - ########## test_tr_acc 0.6984031936127745 ########## 04/12/2022 20:35:53 - INFO - __main__ - ########## test_ur_acc 0.6327345309381237 ########## 04/12/2022 20:36:02 - INFO - __main__ - ########## test_vi_acc 0.7323353293413174 ########## 04/12/2022 20:36:11 - INFO - __main__ - ########## test_zh_acc 0.7325349301397206 ########## 04/12/2022 20:36:11 - INFO - __main__ - val_ar_acc = 0.7008032128514057 04/12/2022 20:36:11 - INFO - __main__ - val_bg_acc = 0.744578313253012 04/12/2022 20:36:11 - INFO - __main__ - val_de_acc = 0.7493975903614458 04/12/2022 20:36:11 - INFO - __main__ - val_el_acc = 0.7253012048192771 04/12/2022 20:36:11 - INFO - __main__ - val_en_acc = 0.8297188755020081 04/12/2022 20:36:11 - INFO - __main__ - val_es_acc = 0.7767068273092369 04/12/2022 20:36:11 - INFO - __main__ - val_fr_acc = 0.7714859437751004 04/12/2022 20:36:11 - INFO - __main__ - val_hi_acc = 0.6718875502008033 04/12/2022 20:36:11 - INFO - __main__ - val_ru_acc = 0.7196787148594378 04/12/2022 20:36:11 - INFO - __main__ - val_sw_acc = 0.6642570281124498 04/12/2022 20:36:11 - INFO - __main__ - val_th_acc = 0.6883534136546184 04/12/2022 20:36:11 - INFO - __main__ - val_tr_acc = 0.702008032128514 04/12/2022 20:36:11 - INFO - __main__ - val_ur_acc = 0.619277108433735 04/12/2022 20:36:11 - INFO - __main__ - val_vi_acc = 0.7265060240963855 04/12/2022 20:36:11 - INFO - __main__ - val_zh_acc = 0.7353413654618474 04/12/2022 20:36:11 - INFO - __main__ - val_avg_acc = 0.7216867469879519 04/12/2022 20:36:11 - INFO - __main__ - test_ar_acc = 0.7113772455089821 04/12/2022 20:36:11 - INFO - __main__ - test_bg_acc = 0.7502994011976047 04/12/2022 20:36:11 - INFO - __main__ - test_de_acc = 0.7522954091816367 04/12/2022 20:36:11 - INFO - __main__ - test_el_acc = 0.7349301397205589 04/12/2022 20:36:11 - INFO - __main__ - test_en_acc = 0.8343313373253493 04/12/2022 20:36:11 - INFO - __main__ - test_es_acc = 0.7826347305389222 04/12/2022 20:36:11 - INFO - __main__ - test_fr_acc = 0.7810379241516966 04/12/2022 20:36:11 - INFO - __main__ - test_hi_acc = 0.6744510978043912 04/12/2022 20:36:11 - INFO - __main__ - test_ru_acc = 0.7379241516966067 04/12/2022 20:36:11 - INFO - __main__ - test_sw_acc = 0.6736526946107785 04/12/2022 20:36:11 - INFO - __main__ - test_th_acc = 0.6990019960079841 04/12/2022 20:36:11 - INFO - __main__ - test_tr_acc = 0.6984031936127745 04/12/2022 20:36:11 - INFO - __main__ - test_ur_acc = 0.6327345309381237 04/12/2022 20:36:11 - INFO - __main__ - test_vi_acc = 0.7323353293413174 04/12/2022 20:36:11 - INFO - __main__ - test_zh_acc = 0.7325349301397206 04/12/2022 20:36:11 - INFO - __main__ - test_avg_acc = 0.7285296074517632 04/12/2022 20:36:13 - INFO - utils - remove old ckpt: xnli_right_avg_new/ckpt/step-105000-test_avg_acc-0.7285296074517632-val_avg_acc-0.7216867469879519 04/12/2022 20:36:13 - INFO - __main__ - ********** Evaluating Done ********** 04/12/2022 20:36:17 - INFO - __main__ - global_steps 105050 loss: 0.38249299 04/12/2022 20:36:22 - INFO - __main__ - global_steps 105100 loss: 0.41338930 04/12/2022 20:36:27 - INFO - __main__ - global_steps 105150 loss: 0.27777880 04/12/2022 20:36:31 - INFO - __main__ - global_steps 105200 loss: 0.31184882 04/12/2022 20:36:36 - INFO - __main__ - global_steps 105250 loss: 0.30537726 04/12/2022 20:36:41 - INFO - __main__ - global_steps 105300 loss: 0.34685909 04/12/2022 20:36:45 - INFO - __main__ - global_steps 105350 loss: 0.35879876 04/12/2022 20:36:50 - INFO - __main__ - global_steps 105400 loss: 0.34842819 04/12/2022 20:36:54 - INFO - __main__ - global_steps 105450 loss: 0.30544554 04/12/2022 20:36:59 - INFO - __main__ - global_steps 105500 loss: 0.32248168 04/12/2022 20:37:03 - INFO - __main__ - global_steps 105550 loss: 0.31414804 04/12/2022 20:37:08 - INFO - __main__ - global_steps 105600 loss: 0.37124452 04/12/2022 20:37:13 - INFO - __main__ - global_steps 105650 loss: 0.36461970 04/12/2022 20:37:17 - INFO - __main__ - global_steps 105700 loss: 0.31345001 04/12/2022 20:37:22 - INFO - __main__ - global_steps 105750 loss: 0.35261471 04/12/2022 20:37:26 - INFO - __main__ - global_steps 105800 loss: 0.30671824 04/12/2022 20:37:31 - INFO - __main__ - global_steps 105850 loss: 0.33013913 04/12/2022 20:37:36 - INFO - __main__ - global_steps 105900 loss: 0.36730258 04/12/2022 20:37:40 - INFO - __main__ - global_steps 105950 loss: 0.31536681 04/12/2022 20:37:45 - INFO - __main__ - global_steps 106000 loss: 0.36729305 04/12/2022 20:37:49 - INFO - __main__ - global_steps 106050 loss: 0.31803071 04/12/2022 20:37:54 - INFO - __main__ - global_steps 106100 loss: 0.31407222 04/12/2022 20:37:59 - INFO - __main__ - global_steps 106150 loss: 0.39628720 04/12/2022 20:38:03 - INFO - __main__ - global_steps 106200 loss: 0.38221440 04/12/2022 20:38:08 - INFO - __main__ - global_steps 106250 loss: 0.36812714 04/12/2022 20:38:12 - INFO - __main__ - global_steps 106300 loss: 0.35456154 04/12/2022 20:38:17 - INFO - __main__ - global_steps 106350 loss: 0.34155963 04/12/2022 20:38:21 - INFO - __main__ - global_steps 106400 loss: 0.36335005 04/12/2022 20:38:26 - INFO - __main__ - global_steps 106450 loss: 0.34705008 04/12/2022 20:38:30 - INFO - __main__ - global_steps 106500 loss: 0.35399542 04/12/2022 20:38:35 - INFO - __main__ - global_steps 106550 loss: 0.29158462 04/12/2022 20:38:40 - INFO - __main__ - global_steps 106600 loss: 0.25493444 04/12/2022 20:38:44 - INFO - __main__ - global_steps 106650 loss: 0.38924580 04/12/2022 20:38:49 - INFO - __main__ - global_steps 106700 loss: 0.36377470 04/12/2022 20:38:53 - INFO - __main__ - global_steps 106750 loss: 0.34322099 04/12/2022 20:38:58 - INFO - __main__ - global_steps 106800 loss: 0.34700925 04/12/2022 20:39:03 - INFO - __main__ - global_steps 106850 loss: 0.39431384 04/12/2022 20:39:07 - INFO - __main__ - global_steps 106900 loss: 0.33467192 04/12/2022 20:39:12 - INFO - __main__ - global_steps 106950 loss: 0.36138915 04/12/2022 20:39:16 - INFO - __main__ - global_steps 107000 loss: 0.32465170 04/12/2022 20:39:21 - INFO - __main__ - global_steps 107050 loss: 0.34579080 04/12/2022 20:39:25 - INFO - __main__ - global_steps 107100 loss: 0.41247344 04/12/2022 20:39:29 - INFO - __main__ - global_steps 107150 loss: 0.29788470 04/12/2022 20:39:34 - INFO - __main__ - global_steps 107200 loss: 0.30111403 04/12/2022 20:39:38 - INFO - __main__ - global_steps 107250 loss: 0.28747750 04/12/2022 20:39:43 - INFO - __main__ - global_steps 107300 loss: 0.33099257 04/12/2022 20:39:48 - INFO - __main__ - global_steps 107350 loss: 0.40760347 04/12/2022 20:39:52 - INFO - __main__ - global_steps 107400 loss: 0.42649366 04/12/2022 20:39:57 - INFO - __main__ - global_steps 107450 loss: 0.33075547 04/12/2022 20:40:01 - INFO - __main__ - global_steps 107500 loss: 0.32051154 04/12/2022 20:40:01 - INFO - __main__ - ********** Running evaluating ********** 04/12/2022 20:40:06 - INFO - __main__ - ########## val_ar_acc 0.702008032128514 ########## 04/12/2022 20:40:10 - INFO - __main__ - ########## val_bg_acc 0.7405622489959839 ########## 04/12/2022 20:40:15 - INFO - __main__ - ########## val_de_acc 0.7481927710843373 ########## 04/12/2022 20:40:20 - INFO - __main__ - ########## val_el_acc 0.7261044176706827 ########## 04/12/2022 20:40:24 - INFO - __main__ - ########## val_en_acc 0.8329317269076305 ########## 04/12/2022 20:40:28 - INFO - __main__ - ########## val_es_acc 0.7759036144578313 ########## 04/12/2022 20:40:33 - INFO - __main__ - ########## val_fr_acc 0.7654618473895582 ########## 04/12/2022 20:40:38 - INFO - __main__ - ########## val_hi_acc 0.6598393574297189 ########## 04/12/2022 20:40:42 - INFO - __main__ - ########## val_ru_acc 0.7196787148594378 ########## 04/12/2022 20:40:47 - INFO - __main__ - ########## val_sw_acc 0.6586345381526104 ########## 04/12/2022 20:40:51 - INFO - __main__ - ########## val_th_acc 0.6823293172690763 ########## 04/12/2022 20:40:55 - INFO - __main__ - ########## val_tr_acc 0.6947791164658634 ########## 04/12/2022 20:41:00 - INFO - __main__ - ########## val_ur_acc 0.6088353413654618 ########## 04/12/2022 20:41:05 - INFO - __main__ - ########## val_vi_acc 0.721285140562249 ########## 04/12/2022 20:41:09 - INFO - __main__ - ########## val_zh_acc 0.7301204819277108 ########## 04/12/2022 20:41:18 - INFO - __main__ - ########## test_ar_acc 0.7065868263473054 ########## 04/12/2022 20:41:27 - INFO - __main__ - ########## test_bg_acc 0.7510978043912175 ########## 04/12/2022 20:41:37 - INFO - __main__ - ########## test_de_acc 0.7493013972055889 ########## 04/12/2022 20:41:46 - INFO - __main__ - ########## test_el_acc 0.7337325349301397 ########## 04/12/2022 20:41:55 - INFO - __main__ - ########## test_en_acc 0.8353293413173652 ########## 04/12/2022 20:42:04 - INFO - __main__ - ########## test_es_acc 0.7750499001996008 ########## 04/12/2022 20:42:13 - INFO - __main__ - ########## test_fr_acc 0.7752495009980039 ########## 04/12/2022 20:42:23 - INFO - __main__ - ########## test_hi_acc 0.6616766467065869 ########## 04/12/2022 20:42:32 - INFO - __main__ - ########## test_ru_acc 0.7381237524950099 ########## 04/12/2022 20:42:41 - INFO - __main__ - ########## test_sw_acc 0.6686626746506986 ########## 04/12/2022 20:42:50 - INFO - __main__ - ########## test_th_acc 0.6840319361277445 ########## 04/12/2022 20:42:59 - INFO - __main__ - ########## test_tr_acc 0.6926147704590818 ########## 04/12/2022 20:43:09 - INFO - __main__ - ########## test_ur_acc 0.6183632734530938 ########## 04/12/2022 20:43:18 - INFO - __main__ - ########## test_vi_acc 0.7259481037924151 ########## 04/12/2022 20:43:27 - INFO - __main__ - ########## test_zh_acc 0.7181636726546906 ########## 04/12/2022 20:43:27 - INFO - __main__ - val_ar_acc = 0.702008032128514 04/12/2022 20:43:27 - INFO - __main__ - val_bg_acc = 0.7405622489959839 04/12/2022 20:43:27 - INFO - __main__ - val_de_acc = 0.7481927710843373 04/12/2022 20:43:27 - INFO - __main__ - val_el_acc = 0.7261044176706827 04/12/2022 20:43:27 - INFO - __main__ - val_en_acc = 0.8329317269076305 04/12/2022 20:43:27 - INFO - __main__ - val_es_acc = 0.7759036144578313 04/12/2022 20:43:27 - INFO - __main__ - val_fr_acc = 0.7654618473895582 04/12/2022 20:43:27 - INFO - __main__ - val_hi_acc = 0.6598393574297189 04/12/2022 20:43:27 - INFO - __main__ - val_ru_acc = 0.7196787148594378 04/12/2022 20:43:27 - INFO - __main__ - val_sw_acc = 0.6586345381526104 04/12/2022 20:43:27 - INFO - __main__ - val_th_acc = 0.6823293172690763 04/12/2022 20:43:27 - INFO - __main__ - val_tr_acc = 0.6947791164658634 04/12/2022 20:43:27 - INFO - __main__ - val_ur_acc = 0.6088353413654618 04/12/2022 20:43:27 - INFO - __main__ - val_vi_acc = 0.721285140562249 04/12/2022 20:43:27 - INFO - __main__ - val_zh_acc = 0.7301204819277108 04/12/2022 20:43:27 - INFO - __main__ - val_avg_acc = 0.7177777777777777 04/12/2022 20:43:27 - INFO - __main__ - test_ar_acc = 0.7065868263473054 04/12/2022 20:43:27 - INFO - __main__ - test_bg_acc = 0.7510978043912175 04/12/2022 20:43:27 - INFO - __main__ - test_de_acc = 0.7493013972055889 04/12/2022 20:43:27 - INFO - __main__ - test_el_acc = 0.7337325349301397 04/12/2022 20:43:27 - INFO - __main__ - test_en_acc = 0.8353293413173652 04/12/2022 20:43:27 - INFO - __main__ - test_es_acc = 0.7750499001996008 04/12/2022 20:43:27 - INFO - __main__ - test_fr_acc = 0.7752495009980039 04/12/2022 20:43:27 - INFO - __main__ - test_hi_acc = 0.6616766467065869 04/12/2022 20:43:27 - INFO - __main__ - test_ru_acc = 0.7381237524950099 04/12/2022 20:43:27 - INFO - __main__ - test_sw_acc = 0.6686626746506986 04/12/2022 20:43:27 - INFO - __main__ - test_th_acc = 0.6840319361277445 04/12/2022 20:43:27 - INFO - __main__ - test_tr_acc = 0.6926147704590818 04/12/2022 20:43:27 - INFO - __main__ - test_ur_acc = 0.6183632734530938 04/12/2022 20:43:27 - INFO - __main__ - test_vi_acc = 0.7259481037924151 04/12/2022 20:43:27 - INFO - __main__ - test_zh_acc = 0.7181636726546906 04/12/2022 20:43:27 - INFO - __main__ - test_avg_acc = 0.7222621423819028 04/12/2022 20:43:28 - INFO - utils - remove old ckpt: xnli_right_avg_new/ckpt/step-107500-test_avg_acc-0.7222621423819028-val_avg_acc-0.7177777777777777 04/12/2022 20:43:28 - INFO - __main__ - ********** Evaluating Done ********** 04/12/2022 20:43:33 - INFO - __main__ - global_steps 107550 loss: 0.35505251 04/12/2022 20:43:37 - INFO - __main__ - global_steps 107600 loss: 0.37762069 04/12/2022 20:43:42 - INFO - __main__ - global_steps 107650 loss: 0.34172046 04/12/2022 20:43:46 - INFO - __main__ - global_steps 107700 loss: 0.33853618 04/12/2022 20:43:51 - INFO - __main__ - global_steps 107750 loss: 0.33682150 04/12/2022 20:43:56 - INFO - __main__ - global_steps 107800 loss: 0.32874304 04/12/2022 20:44:00 - INFO - __main__ - global_steps 107850 loss: 0.35154476 04/12/2022 20:44:05 - INFO - __main__ - global_steps 107900 loss: 0.33076641 04/12/2022 20:44:09 - INFO - __main__ - global_steps 107950 loss: 0.31479897 04/12/2022 20:44:14 - INFO - __main__ - global_steps 108000 loss: 0.39155465 04/12/2022 20:44:19 - INFO - __main__ - global_steps 108050 loss: 0.38254056 04/12/2022 20:44:23 - INFO - __main__ - global_steps 108100 loss: 0.31971586 04/12/2022 20:44:28 - INFO - __main__ - global_steps 108150 loss: 0.30536077 04/12/2022 20:44:32 - INFO - __main__ - global_steps 108200 loss: 0.34203438 04/12/2022 20:44:37 - INFO - __main__ - global_steps 108250 loss: 0.35998002 04/12/2022 20:44:42 - INFO - __main__ - global_steps 108300 loss: 0.32554225 04/12/2022 20:44:46 - INFO - __main__ - global_steps 108350 loss: 0.36670424 04/12/2022 20:44:51 - INFO - __main__ - global_steps 108400 loss: 0.29465505 04/12/2022 20:44:55 - INFO - __main__ - global_steps 108450 loss: 0.38325073 04/12/2022 20:45:00 - INFO - __main__ - global_steps 108500 loss: 0.34043722 04/12/2022 20:45:05 - INFO - __main__ - global_steps 108550 loss: 0.32515948 04/12/2022 20:45:09 - INFO - __main__ - global_steps 108600 loss: 0.34160448 04/12/2022 20:45:14 - INFO - __main__ - global_steps 108650 loss: 0.38015236 04/12/2022 20:45:18 - INFO - __main__ - global_steps 108700 loss: 0.35028582 04/12/2022 20:45:23 - INFO - __main__ - global_steps 108750 loss: 0.31429978 04/12/2022 20:45:27 - INFO - __main__ - global_steps 108800 loss: 0.28776659 04/12/2022 20:45:32 - INFO - __main__ - global_steps 108850 loss: 0.32093066 04/12/2022 20:45:37 - INFO - __main__ - global_steps 108900 loss: 0.40733733 04/12/2022 20:45:41 - INFO - __main__ - global_steps 108950 loss: 0.33845219 04/12/2022 20:45:46 - INFO - __main__ - global_steps 109000 loss: 0.39625137 04/12/2022 20:45:50 - INFO - __main__ - global_steps 109050 loss: 0.35781418 04/12/2022 20:45:55 - INFO - __main__ - global_steps 109100 loss: 0.30991795 04/12/2022 20:46:00 - INFO - __main__ - global_steps 109150 loss: 0.32522453 04/12/2022 20:46:04 - INFO - __main__ - global_steps 109200 loss: 0.32672687 04/12/2022 20:46:09 - INFO - __main__ - global_steps 109250 loss: 0.31618997 04/12/2022 20:46:14 - INFO - __main__ - global_steps 109300 loss: 0.38732784 04/12/2022 20:46:18 - INFO - __main__ - global_steps 109350 loss: 0.34173781 04/12/2022 20:46:23 - INFO - __main__ - global_steps 109400 loss: 0.33596725 04/12/2022 20:46:27 - INFO - __main__ - global_steps 109450 loss: 0.28730355 04/12/2022 20:46:32 - INFO - __main__ - global_steps 109500 loss: 0.32424841 04/12/2022 20:46:36 - INFO - __main__ - global_steps 109550 loss: 0.30685995 04/12/2022 20:46:41 - INFO - __main__ - global_steps 109600 loss: 0.35706434 04/12/2022 20:46:46 - INFO - __main__ - global_steps 109650 loss: 0.35749549 04/12/2022 20:46:50 - INFO - __main__ - global_steps 109700 loss: 0.35127980 04/12/2022 20:46:55 - INFO - __main__ - global_steps 109750 loss: 0.34306911 04/12/2022 20:46:59 - INFO - __main__ - global_steps 109800 loss: 0.31374118 04/12/2022 20:47:04 - INFO - __main__ - global_steps 109850 loss: 0.38636074 04/12/2022 20:47:09 - INFO - __main__ - global_steps 109900 loss: 0.32950520 04/12/2022 20:47:13 - INFO - __main__ - global_steps 109950 loss: 0.23839720 04/12/2022 20:47:18 - INFO - __main__ - global_steps 110000 loss: 0.36615620 04/12/2022 20:47:18 - INFO - __main__ - ********** Running evaluating ********** 04/12/2022 20:47:22 - INFO - __main__ - ########## val_ar_acc 0.6975903614457831 ########## 04/12/2022 20:47:27 - INFO - __main__ - ########## val_bg_acc 0.7385542168674699 ########## 04/12/2022 20:47:31 - INFO - __main__ - ########## val_de_acc 0.7506024096385542 ########## 04/12/2022 20:47:36 - INFO - __main__ - ########## val_el_acc 0.7220883534136546 ########## 04/12/2022 20:47:40 - INFO - __main__ - ########## val_en_acc 0.8297188755020081 ########## 04/12/2022 20:47:45 - INFO - __main__ - ########## val_es_acc 0.7763052208835342 ########## 04/12/2022 20:47:49 - INFO - __main__ - ########## val_fr_acc 0.7694779116465863 ########## 04/12/2022 20:47:54 - INFO - __main__ - ########## val_hi_acc 0.6574297188755021 ########## 04/12/2022 20:47:59 - INFO - __main__ - ########## val_ru_acc 0.7168674698795181 ########## 04/12/2022 20:48:03 - INFO - __main__ - ########## val_sw_acc 0.6562248995983936 ########## 04/12/2022 20:48:07 - INFO - __main__ - ########## val_th_acc 0.6807228915662651 ########## 04/12/2022 20:48:12 - INFO - __main__ - ########## val_tr_acc 0.6939759036144578 ########## 04/12/2022 20:48:16 - INFO - __main__ - ########## val_ur_acc 0.6100401606425703 ########## 04/12/2022 20:48:21 - INFO - __main__ - ########## val_vi_acc 0.7224899598393574 ########## 04/12/2022 20:48:25 - INFO - __main__ - ########## val_zh_acc 0.7204819277108434 ########## 04/12/2022 20:48:34 - INFO - __main__ - ########## test_ar_acc 0.7079840319361277 ########## 04/12/2022 20:48:44 - INFO - __main__ - ########## test_bg_acc 0.7522954091816367 ########## 04/12/2022 20:48:53 - INFO - __main__ - ########## test_de_acc 0.7463073852295409 ########## 04/12/2022 20:49:02 - INFO - __main__ - ########## test_el_acc 0.7323353293413174 ########## 04/12/2022 20:49:11 - INFO - __main__ - ########## test_en_acc 0.8345309381237525 ########## 04/12/2022 20:49:20 - INFO - __main__ - ########## test_es_acc 0.7752495009980039 ########## 04/12/2022 20:49:30 - INFO - __main__ - ########## test_fr_acc 0.7766467065868263 ########## 04/12/2022 20:49:39 - INFO - __main__ - ########## test_hi_acc 0.6622754491017964 ########## 04/12/2022 20:49:49 - INFO - __main__ - ########## test_ru_acc 0.7307385229540918 ########## 04/12/2022 20:49:58 - INFO - __main__ - ########## test_sw_acc 0.670059880239521 ########## 04/12/2022 20:50:07 - INFO - __main__ - ########## test_th_acc 0.6818363273453094 ########## 04/12/2022 20:50:15 - INFO - __main__ - ########## test_tr_acc 0.6942115768463074 ########## 04/12/2022 20:50:25 - INFO - __main__ - ########## test_ur_acc 0.6131736526946108 ########## 04/12/2022 20:50:34 - INFO - __main__ - ########## test_vi_acc 0.7283433133732535 ########## 04/12/2022 20:50:43 - INFO - __main__ - ########## test_zh_acc 0.7167664670658682 ########## 04/12/2022 20:50:43 - INFO - __main__ - val_ar_acc = 0.6975903614457831 04/12/2022 20:50:43 - INFO - __main__ - val_bg_acc = 0.7385542168674699 04/12/2022 20:50:43 - INFO - __main__ - val_de_acc = 0.7506024096385542 04/12/2022 20:50:43 - INFO - __main__ - val_el_acc = 0.7220883534136546 04/12/2022 20:50:43 - INFO - __main__ - val_en_acc = 0.8297188755020081 04/12/2022 20:50:43 - INFO - __main__ - val_es_acc = 0.7763052208835342 04/12/2022 20:50:43 - INFO - __main__ - val_fr_acc = 0.7694779116465863 04/12/2022 20:50:43 - INFO - __main__ - val_hi_acc = 0.6574297188755021 04/12/2022 20:50:43 - INFO - __main__ - val_ru_acc = 0.7168674698795181 04/12/2022 20:50:43 - INFO - __main__ - val_sw_acc = 0.6562248995983936 04/12/2022 20:50:43 - INFO - __main__ - val_th_acc = 0.6807228915662651 04/12/2022 20:50:43 - INFO - __main__ - val_tr_acc = 0.6939759036144578 04/12/2022 20:50:43 - INFO - __main__ - val_ur_acc = 0.6100401606425703 04/12/2022 20:50:43 - INFO - __main__ - val_vi_acc = 0.7224899598393574 04/12/2022 20:50:43 - INFO - __main__ - val_zh_acc = 0.7204819277108434 04/12/2022 20:50:43 - INFO - __main__ - val_avg_acc = 0.7161713520749665 04/12/2022 20:50:43 - INFO - __main__ - test_ar_acc = 0.7079840319361277 04/12/2022 20:50:43 - INFO - __main__ - test_bg_acc = 0.7522954091816367 04/12/2022 20:50:43 - INFO - __main__ - test_de_acc = 0.7463073852295409 04/12/2022 20:50:43 - INFO - __main__ - test_el_acc = 0.7323353293413174 04/12/2022 20:50:43 - INFO - __main__ - test_en_acc = 0.8345309381237525 04/12/2022 20:50:43 - INFO - __main__ - test_es_acc = 0.7752495009980039 04/12/2022 20:50:43 - INFO - __main__ - test_fr_acc = 0.7766467065868263 04/12/2022 20:50:43 - INFO - __main__ - test_hi_acc = 0.6622754491017964 04/12/2022 20:50:43 - INFO - __main__ - test_ru_acc = 0.7307385229540918 04/12/2022 20:50:43 - INFO - __main__ - test_sw_acc = 0.670059880239521 04/12/2022 20:50:43 - INFO - __main__ - test_th_acc = 0.6818363273453094 04/12/2022 20:50:43 - INFO - __main__ - test_tr_acc = 0.6942115768463074 04/12/2022 20:50:43 - INFO - __main__ - test_ur_acc = 0.6131736526946108 04/12/2022 20:50:43 - INFO - __main__ - test_vi_acc = 0.7283433133732535 04/12/2022 20:50:43 - INFO - __main__ - test_zh_acc = 0.7167664670658682 04/12/2022 20:50:43 - INFO - __main__ - test_avg_acc = 0.7215169660678643 04/12/2022 20:50:44 - INFO - utils - remove old ckpt: xnli_right_avg_new/ckpt/step-110000-test_avg_acc-0.7215169660678643-val_avg_acc-0.7161713520749665 04/12/2022 20:50:44 - INFO - __main__ - ********** Evaluating Done ********** 04/12/2022 20:50:49 - INFO - __main__ - global_steps 110050 loss: 0.33070838 04/12/2022 20:50:54 - INFO - __main__ - global_steps 110100 loss: 0.36212804 04/12/2022 20:50:58 - INFO - __main__ - global_steps 110150 loss: 0.39142206 04/12/2022 20:51:03 - INFO - __main__ - global_steps 110200 loss: 0.36373094 04/12/2022 20:51:07 - INFO - __main__ - global_steps 110250 loss: 0.33962075 04/12/2022 20:51:12 - INFO - __main__ - global_steps 110300 loss: 0.40912033 04/12/2022 20:51:17 - INFO - __main__ - global_steps 110350 loss: 0.32203877 04/12/2022 20:51:21 - INFO - __main__ - global_steps 110400 loss: 0.37402334 04/12/2022 20:51:26 - INFO - __main__ - global_steps 110450 loss: 0.39039564 04/12/2022 20:51:30 - INFO - __main__ - global_steps 110500 loss: 0.33580596 04/12/2022 20:51:35 - INFO - __main__ - global_steps 110550 loss: 0.30113529 04/12/2022 20:51:40 - INFO - __main__ - global_steps 110600 loss: 0.37057389 04/12/2022 20:51:44 - INFO - __main__ - global_steps 110650 loss: 0.37133407 04/12/2022 20:51:49 - INFO - __main__ - global_steps 110700 loss: 0.29418214 04/12/2022 20:51:54 - INFO - __main__ - global_steps 110750 loss: 0.32631030 04/12/2022 20:51:58 - INFO - __main__ - global_steps 110800 loss: 0.30486333 04/12/2022 20:52:03 - INFO - __main__ - global_steps 110850 loss: 0.41608552 04/12/2022 20:52:07 - INFO - __main__ - global_steps 110900 loss: 0.24383494 04/12/2022 20:52:12 - INFO - __main__ - global_steps 110950 loss: 0.36920723 04/12/2022 20:52:17 - INFO - __main__ - global_steps 111000 loss: 0.34529875 04/12/2022 20:52:21 - INFO - __main__ - global_steps 111050 loss: 0.37555013 04/12/2022 20:52:26 - INFO - __main__ - global_steps 111100 loss: 0.35641220 04/12/2022 20:52:30 - INFO - __main__ - global_steps 111150 loss: 0.34850549 04/12/2022 20:52:35 - INFO - __main__ - global_steps 111200 loss: 0.35728084 04/12/2022 20:52:40 - INFO - __main__ - global_steps 111250 loss: 0.34117745 04/12/2022 20:52:44 - INFO - __main__ - global_steps 111300 loss: 0.29760125 04/12/2022 20:52:49 - INFO - __main__ - global_steps 111350 loss: 0.40081522 04/12/2022 20:52:54 - INFO - __main__ - global_steps 111400 loss: 0.36165621 04/12/2022 20:52:58 - INFO - __main__ - global_steps 111450 loss: 0.36420112 04/12/2022 20:53:03 - INFO - __main__ - global_steps 111500 loss: 0.29735131 04/12/2022 20:53:08 - INFO - __main__ - global_steps 111550 loss: 0.26542771 04/12/2022 20:53:12 - INFO - __main__ - global_steps 111600 loss: 0.36818491 04/12/2022 20:53:17 - INFO - __main__ - global_steps 111650 loss: 0.35083065 04/12/2022 20:53:21 - INFO - __main__ - global_steps 111700 loss: 0.39676142 04/12/2022 20:53:26 - INFO - __main__ - global_steps 111750 loss: 0.32522323 04/12/2022 20:53:30 - INFO - __main__ - global_steps 111800 loss: 0.29373202 04/12/2022 20:53:35 - INFO - __main__ - global_steps 111850 loss: 0.34975574 04/12/2022 20:53:40 - INFO - __main__ - global_steps 111900 loss: 0.34075982 04/12/2022 20:53:44 - INFO - __main__ - global_steps 111950 loss: 0.32009673 04/12/2022 20:53:49 - INFO - __main__ - global_steps 112000 loss: 0.36619402 04/12/2022 20:53:53 - INFO - __main__ - global_steps 112050 loss: 0.33633884 04/12/2022 20:53:58 - INFO - __main__ - global_steps 112100 loss: 0.34164232 04/12/2022 20:54:03 - INFO - __main__ - global_steps 112150 loss: 0.40109761 04/12/2022 20:54:07 - INFO - __main__ - global_steps 112200 loss: 0.33836704 04/12/2022 20:54:12 - INFO - __main__ - global_steps 112250 loss: 0.39709646 04/12/2022 20:54:17 - INFO - __main__ - global_steps 112300 loss: 0.36616423 04/12/2022 20:54:21 - INFO - __main__ - global_steps 112350 loss: 0.35884218 04/12/2022 20:54:26 - INFO - __main__ - global_steps 112400 loss: 0.31501906 04/12/2022 20:54:30 - INFO - __main__ - global_steps 112450 loss: 0.30753081 04/12/2022 20:54:35 - INFO - __main__ - global_steps 112500 loss: 0.32853543 04/12/2022 20:54:35 - INFO - __main__ - ********** Running evaluating ********** 04/12/2022 20:54:39 - INFO - __main__ - ########## val_ar_acc 0.6883534136546184 ########## 04/12/2022 20:54:44 - INFO - __main__ - ########## val_bg_acc 0.7285140562248996 ########## 04/12/2022 20:54:48 - INFO - __main__ - ########## val_de_acc 0.7389558232931727 ########## 04/12/2022 20:54:53 - INFO - __main__ - ########## val_el_acc 0.7200803212851405 ########## 04/12/2022 20:54:57 - INFO - __main__ - ########## val_en_acc 0.8289156626506025 ########## 04/12/2022 20:55:02 - INFO - __main__ - ########## val_es_acc 0.7614457831325301 ########## 04/12/2022 20:55:07 - INFO - __main__ - ########## val_fr_acc 0.7590361445783133 ########## 04/12/2022 20:55:11 - INFO - __main__ - ########## val_hi_acc 0.6497991967871486 ########## 04/12/2022 20:55:16 - INFO - __main__ - ########## val_ru_acc 0.7116465863453815 ########## 04/12/2022 20:55:20 - INFO - __main__ - ########## val_sw_acc 0.6421686746987951 ########## 04/12/2022 20:55:25 - INFO - __main__ - ########## val_th_acc 0.6634538152610442 ########## 04/12/2022 20:55:29 - INFO - __main__ - ########## val_tr_acc 0.6835341365461848 ########## 04/12/2022 20:55:34 - INFO - __main__ - ########## val_ur_acc 0.6080321285140562 ########## 04/12/2022 20:55:38 - INFO - __main__ - ########## val_vi_acc 0.7116465863453815 ########## 04/12/2022 20:55:43 - INFO - __main__ - ########## val_zh_acc 0.7188755020080321 ########## 04/12/2022 20:55:52 - INFO - __main__ - ########## test_ar_acc 0.7 ########## 04/12/2022 20:56:01 - INFO - __main__ - ########## test_bg_acc 0.7407185628742515 ########## 04/12/2022 20:56:10 - INFO - __main__ - ########## test_de_acc 0.7287425149700599 ########## 04/12/2022 20:56:20 - INFO - __main__ - ########## test_el_acc 0.7281437125748503 ########## 04/12/2022 20:56:29 - INFO - __main__ - ########## test_en_acc 0.8295409181636727 ########## 04/12/2022 20:56:38 - INFO - __main__ - ########## test_es_acc 0.7676646706586826 ########## 04/12/2022 20:56:47 - INFO - __main__ - ########## test_fr_acc 0.7640718562874251 ########## 04/12/2022 20:56:57 - INFO - __main__ - ########## test_hi_acc 0.650499001996008 ########## 04/12/2022 20:57:06 - INFO - __main__ - ########## test_ru_acc 0.7283433133732535 ########## 04/12/2022 20:57:15 - INFO - __main__ - ########## test_sw_acc 0.6572854291417166 ########## 04/12/2022 20:57:24 - INFO - __main__ - ########## test_th_acc 0.6614770459081837 ########## 04/12/2022 20:57:33 - INFO - __main__ - ########## test_tr_acc 0.6850299401197605 ########## 04/12/2022 20:57:42 - INFO - __main__ - ########## test_ur_acc 0.6067864271457086 ########## 04/12/2022 20:57:51 - INFO - __main__ - ########## test_vi_acc 0.7191616766467066 ########## 04/12/2022 20:58:00 - INFO - __main__ - ########## test_zh_acc 0.7097804391217565 ########## 04/12/2022 20:58:00 - INFO - __main__ - val_ar_acc = 0.6883534136546184 04/12/2022 20:58:00 - INFO - __main__ - val_bg_acc = 0.7285140562248996 04/12/2022 20:58:00 - INFO - __main__ - val_de_acc = 0.7389558232931727 04/12/2022 20:58:00 - INFO - __main__ - val_el_acc = 0.7200803212851405 04/12/2022 20:58:00 - INFO - __main__ - val_en_acc = 0.8289156626506025 04/12/2022 20:58:00 - INFO - __main__ - val_es_acc = 0.7614457831325301 04/12/2022 20:58:00 - INFO - __main__ - val_fr_acc = 0.7590361445783133 04/12/2022 20:58:00 - INFO - __main__ - val_hi_acc = 0.6497991967871486 04/12/2022 20:58:00 - INFO - __main__ - val_ru_acc = 0.7116465863453815 04/12/2022 20:58:00 - INFO - __main__ - val_sw_acc = 0.6421686746987951 04/12/2022 20:58:00 - INFO - __main__ - val_th_acc = 0.6634538152610442 04/12/2022 20:58:00 - INFO - __main__ - val_tr_acc = 0.6835341365461848 04/12/2022 20:58:00 - INFO - __main__ - val_ur_acc = 0.6080321285140562 04/12/2022 20:58:00 - INFO - __main__ - val_vi_acc = 0.7116465863453815 04/12/2022 20:58:00 - INFO - __main__ - val_zh_acc = 0.7188755020080321 04/12/2022 20:58:00 - INFO - __main__ - val_avg_acc = 0.7076305220883533 04/12/2022 20:58:00 - INFO - __main__ - test_ar_acc = 0.7 04/12/2022 20:58:00 - INFO - __main__ - test_bg_acc = 0.7407185628742515 04/12/2022 20:58:00 - INFO - __main__ - test_de_acc = 0.7287425149700599 04/12/2022 20:58:00 - INFO - __main__ - test_el_acc = 0.7281437125748503 04/12/2022 20:58:00 - INFO - __main__ - test_en_acc = 0.8295409181636727 04/12/2022 20:58:00 - INFO - __main__ - test_es_acc = 0.7676646706586826 04/12/2022 20:58:00 - INFO - __main__ - test_fr_acc = 0.7640718562874251 04/12/2022 20:58:00 - INFO - __main__ - test_hi_acc = 0.650499001996008 04/12/2022 20:58:00 - INFO - __main__ - test_ru_acc = 0.7283433133732535 04/12/2022 20:58:00 - INFO - __main__ - test_sw_acc = 0.6572854291417166 04/12/2022 20:58:00 - INFO - __main__ - test_th_acc = 0.6614770459081837 04/12/2022 20:58:00 - INFO - __main__ - test_tr_acc = 0.6850299401197605 04/12/2022 20:58:00 - INFO - __main__ - test_ur_acc = 0.6067864271457086 04/12/2022 20:58:00 - INFO - __main__ - test_vi_acc = 0.7191616766467066 04/12/2022 20:58:00 - INFO - __main__ - test_zh_acc = 0.7097804391217565 04/12/2022 20:58:00 - INFO - __main__ - test_avg_acc = 0.711816367265469 04/12/2022 20:58:01 - INFO - utils - remove old ckpt: xnli_right_avg_new/ckpt/step-112500-test_avg_acc-0.711816367265469-val_avg_acc-0.7076305220883533 04/12/2022 20:58:01 - INFO - __main__ - ********** Evaluating Done ********** 04/12/2022 20:58:06 - INFO - __main__ - global_steps 112550 loss: 0.37661146 04/12/2022 20:58:11 - INFO - __main__ - global_steps 112600 loss: 0.33345333 04/12/2022 20:58:15 - INFO - __main__ - global_steps 112650 loss: 0.38253515 04/12/2022 20:58:20 - INFO - __main__ - global_steps 112700 loss: 0.27739665 04/12/2022 20:58:24 - INFO - __main__ - global_steps 112750 loss: 0.32417501 04/12/2022 20:58:29 - INFO - __main__ - global_steps 112800 loss: 0.25366001 04/12/2022 20:58:34 - INFO - __main__ - global_steps 112850 loss: 0.30729638 04/12/2022 20:58:38 - INFO - __main__ - global_steps 112900 loss: 0.35852124 04/12/2022 20:58:43 - INFO - __main__ - global_steps 112950 loss: 0.33182139 04/12/2022 20:58:47 - INFO - __main__ - global_steps 113000 loss: 0.27179801 04/12/2022 20:58:52 - INFO - __main__ - global_steps 113050 loss: 0.33036036 04/12/2022 20:58:56 - INFO - __main__ - global_steps 113100 loss: 0.33830405 04/12/2022 20:59:01 - INFO - __main__ - global_steps 113150 loss: 0.29812576 04/12/2022 20:59:06 - INFO - __main__ - global_steps 113200 loss: 0.34152491 04/12/2022 20:59:10 - INFO - __main__ - global_steps 113250 loss: 0.31562218 04/12/2022 20:59:15 - INFO - __main__ - global_steps 113300 loss: 0.26700900 04/12/2022 20:59:19 - INFO - __main__ - global_steps 113350 loss: 0.32354544 04/12/2022 20:59:24 - INFO - __main__ - global_steps 113400 loss: 0.31518694 04/12/2022 20:59:29 - INFO - __main__ - global_steps 113450 loss: 0.32810543 04/12/2022 20:59:33 - INFO - __main__ - global_steps 113500 loss: 0.35322433 04/12/2022 20:59:38 - INFO - __main__ - global_steps 113550 loss: 0.36383642 04/12/2022 20:59:42 - INFO - __main__ - global_steps 113600 loss: 0.31522225 04/12/2022 20:59:47 - INFO - __main__ - global_steps 113650 loss: 0.30591215 04/12/2022 20:59:52 - INFO - __main__ - global_steps 113700 loss: 0.32413627 04/12/2022 20:59:56 - INFO - __main__ - global_steps 113750 loss: 0.30688149 04/12/2022 21:00:01 - INFO - __main__ - global_steps 113800 loss: 0.32338883 04/12/2022 21:00:05 - INFO - __main__ - global_steps 113850 loss: 0.32727826 04/12/2022 21:00:10 - INFO - __main__ - global_steps 113900 loss: 0.33334353 04/12/2022 21:00:15 - INFO - __main__ - global_steps 113950 loss: 0.30776547 04/12/2022 21:00:19 - INFO - __main__ - global_steps 114000 loss: 0.29740769 04/12/2022 21:00:24 - INFO - __main__ - global_steps 114050 loss: 0.26771709 04/12/2022 21:00:28 - INFO - __main__ - global_steps 114100 loss: 0.31694294 04/12/2022 21:00:33 - INFO - __main__ - global_steps 114150 loss: 0.37546534 04/12/2022 21:00:37 - INFO - __main__ - global_steps 114200 loss: 0.37770872 04/12/2022 21:00:42 - INFO - __main__ - global_steps 114250 loss: 0.28020671 04/12/2022 21:00:47 - INFO - __main__ - global_steps 114300 loss: 0.39187462 04/12/2022 21:00:51 - INFO - __main__ - global_steps 114350 loss: 0.35474468 04/12/2022 21:00:56 - INFO - __main__ - global_steps 114400 loss: 0.32103889 04/12/2022 21:01:00 - INFO - __main__ - global_steps 114450 loss: 0.35607349 04/12/2022 21:01:04 - INFO - __main__ - global_steps 114500 loss: 0.33080789 04/12/2022 21:01:09 - INFO - __main__ - global_steps 114550 loss: 0.41167545 04/12/2022 21:01:13 - INFO - __main__ - global_steps 114600 loss: 0.34393200 04/12/2022 21:01:18 - INFO - __main__ - global_steps 114650 loss: 0.33557208 04/12/2022 21:01:23 - INFO - __main__ - global_steps 114700 loss: 0.37570723 04/12/2022 21:01:27 - INFO - __main__ - global_steps 114750 loss: 0.37866118 04/12/2022 21:01:32 - INFO - __main__ - global_steps 114800 loss: 0.34959484 04/12/2022 21:01:36 - INFO - __main__ - global_steps 114850 loss: 0.34033231 04/12/2022 21:01:40 - INFO - __main__ - global_steps 114900 loss: 0.28908362 04/12/2022 21:01:45 - INFO - __main__ - global_steps 114950 loss: 0.31496422 04/12/2022 21:01:49 - INFO - __main__ - global_steps 115000 loss: 0.34377900 04/12/2022 21:01:49 - INFO - __main__ - ********** Running evaluating ********** 04/12/2022 21:01:53 - INFO - __main__ - ########## val_ar_acc 0.7100401606425703 ########## 04/12/2022 21:01:57 - INFO - __main__ - ########## val_bg_acc 0.7353413654618474 ########## 04/12/2022 21:02:02 - INFO - __main__ - ########## val_de_acc 0.7514056224899598 ########## 04/12/2022 21:02:06 - INFO - __main__ - ########## val_el_acc 0.7305220883534137 ########## 04/12/2022 21:02:10 - INFO - __main__ - ########## val_en_acc 0.8353413654618473 ########## 04/12/2022 21:02:15 - INFO - __main__ - ########## val_es_acc 0.7811244979919679 ########## 04/12/2022 21:02:19 - INFO - __main__ - ########## val_fr_acc 0.7726907630522089 ########## 04/12/2022 21:02:24 - INFO - __main__ - ########## val_hi_acc 0.6678714859437751 ########## 04/12/2022 21:02:29 - INFO - __main__ - ########## val_ru_acc 0.7164658634538152 ########## 04/12/2022 21:02:33 - INFO - __main__ - ########## val_sw_acc 0.6602409638554216 ########## 04/12/2022 21:02:38 - INFO - __main__ - ########## val_th_acc 0.6931726907630522 ########## 04/12/2022 21:02:42 - INFO - __main__ - ########## val_tr_acc 0.7104417670682731 ########## 04/12/2022 21:02:47 - INFO - __main__ - ########## val_ur_acc 0.6240963855421687 ########## 04/12/2022 21:02:51 - INFO - __main__ - ########## val_vi_acc 0.7285140562248996 ########## 04/12/2022 21:02:56 - INFO - __main__ - ########## val_zh_acc 0.7441767068273092 ########## 04/12/2022 21:03:05 - INFO - __main__ - ########## test_ar_acc 0.705189620758483 ########## 04/12/2022 21:03:14 - INFO - __main__ - ########## test_bg_acc 0.7544910179640718 ########## 04/12/2022 21:03:23 - INFO - __main__ - ########## test_de_acc 0.7518962075848303 ########## 04/12/2022 21:03:33 - INFO - __main__ - ########## test_el_acc 0.7381237524950099 ########## 04/12/2022 21:03:41 - INFO - __main__ - ########## test_en_acc 0.8343313373253493 ########## 04/12/2022 21:03:50 - INFO - __main__ - ########## test_es_acc 0.7816367265469062 ########## 04/12/2022 21:04:00 - INFO - __main__ - ########## test_fr_acc 0.7772455089820359 ########## 04/12/2022 21:04:10 - INFO - __main__ - ########## test_hi_acc 0.669061876247505 ########## 04/12/2022 21:04:19 - INFO - __main__ - ########## test_ru_acc 0.7361277445109781 ########## 04/12/2022 21:04:28 - INFO - __main__ - ########## test_sw_acc 0.6792415169660678 ########## 04/12/2022 21:04:37 - INFO - __main__ - ########## test_th_acc 0.6932135728542914 ########## 04/12/2022 21:04:45 - INFO - __main__ - ########## test_tr_acc 0.7095808383233533 ########## 04/12/2022 21:04:55 - INFO - __main__ - ########## test_ur_acc 0.626746506986028 ########## 04/12/2022 21:05:04 - INFO - __main__ - ########## test_vi_acc 0.7383233532934131 ########## 04/12/2022 21:05:13 - INFO - __main__ - ########## test_zh_acc 0.7245508982035929 ########## 04/12/2022 21:05:13 - INFO - __main__ - val_ar_acc = 0.7100401606425703 04/12/2022 21:05:13 - INFO - __main__ - val_bg_acc = 0.7353413654618474 04/12/2022 21:05:13 - INFO - __main__ - val_de_acc = 0.7514056224899598 04/12/2022 21:05:13 - INFO - __main__ - val_el_acc = 0.7305220883534137 04/12/2022 21:05:13 - INFO - __main__ - val_en_acc = 0.8353413654618473 04/12/2022 21:05:13 - INFO - __main__ - val_es_acc = 0.7811244979919679 04/12/2022 21:05:13 - INFO - __main__ - val_fr_acc = 0.7726907630522089 04/12/2022 21:05:13 - INFO - __main__ - val_hi_acc = 0.6678714859437751 04/12/2022 21:05:13 - INFO - __main__ - val_ru_acc = 0.7164658634538152 04/12/2022 21:05:13 - INFO - __main__ - val_sw_acc = 0.6602409638554216 04/12/2022 21:05:13 - INFO - __main__ - val_th_acc = 0.6931726907630522 04/12/2022 21:05:13 - INFO - __main__ - val_tr_acc = 0.7104417670682731 04/12/2022 21:05:13 - INFO - __main__ - val_ur_acc = 0.6240963855421687 04/12/2022 21:05:13 - INFO - __main__ - val_vi_acc = 0.7285140562248996 04/12/2022 21:05:13 - INFO - __main__ - val_zh_acc = 0.7441767068273092 04/12/2022 21:05:13 - INFO - __main__ - val_avg_acc = 0.7240963855421686 04/12/2022 21:05:13 - INFO - __main__ - test_ar_acc = 0.705189620758483 04/12/2022 21:05:13 - INFO - __main__ - test_bg_acc = 0.7544910179640718 04/12/2022 21:05:13 - INFO - __main__ - test_de_acc = 0.7518962075848303 04/12/2022 21:05:13 - INFO - __main__ - test_el_acc = 0.7381237524950099 04/12/2022 21:05:13 - INFO - __main__ - test_en_acc = 0.8343313373253493 04/12/2022 21:05:13 - INFO - __main__ - test_es_acc = 0.7816367265469062 04/12/2022 21:05:13 - INFO - __main__ - test_fr_acc = 0.7772455089820359 04/12/2022 21:05:13 - INFO - __main__ - test_hi_acc = 0.669061876247505 04/12/2022 21:05:13 - INFO - __main__ - test_ru_acc = 0.7361277445109781 04/12/2022 21:05:13 - INFO - __main__ - test_sw_acc = 0.6792415169660678 04/12/2022 21:05:13 - INFO - __main__ - test_th_acc = 0.6932135728542914 04/12/2022 21:05:13 - INFO - __main__ - test_tr_acc = 0.7095808383233533 04/12/2022 21:05:13 - INFO - __main__ - test_ur_acc = 0.626746506986028 04/12/2022 21:05:13 - INFO - __main__ - test_vi_acc = 0.7383233532934131 04/12/2022 21:05:13 - INFO - __main__ - test_zh_acc = 0.7245508982035929 04/12/2022 21:05:13 - INFO - __main__ - test_avg_acc = 0.7279840319361276 04/12/2022 21:05:14 - INFO - utils - remove old ckpt: xnli_right_avg_new/ckpt/step-115000-test_avg_acc-0.7279840319361276-val_avg_acc-0.7240963855421686 04/12/2022 21:05:14 - INFO - __main__ - ********** Evaluating Done ********** 04/12/2022 21:05:19 - INFO - __main__ - global_steps 115050 loss: 0.30366680 04/12/2022 21:05:24 - INFO - __main__ - global_steps 115100 loss: 0.33670981 04/12/2022 21:05:28 - INFO - __main__ - global_steps 115150 loss: 0.31523883 04/12/2022 21:05:33 - INFO - __main__ - global_steps 115200 loss: 0.32386844 04/12/2022 21:05:37 - INFO - __main__ - global_steps 115250 loss: 0.31640873 04/12/2022 21:05:42 - INFO - __main__ - global_steps 115300 loss: 0.42194316 04/12/2022 21:05:47 - INFO - __main__ - global_steps 115350 loss: 0.40476213 04/12/2022 21:05:51 - INFO - __main__ - global_steps 115400 loss: 0.27484637 04/12/2022 21:05:56 - INFO - __main__ - global_steps 115450 loss: 0.36987049 04/12/2022 21:06:01 - INFO - __main__ - global_steps 115500 loss: 0.38887726 04/12/2022 21:06:05 - INFO - __main__ - global_steps 115550 loss: 0.39955120 04/12/2022 21:06:10 - INFO - __main__ - global_steps 115600 loss: 0.33577303 04/12/2022 21:06:14 - INFO - __main__ - global_steps 115650 loss: 0.32598752 04/12/2022 21:06:19 - INFO - __main__ - global_steps 115700 loss: 0.27420042 04/12/2022 21:06:24 - INFO - __main__ - global_steps 115750 loss: 0.32556922 04/12/2022 21:06:28 - INFO - __main__ - global_steps 115800 loss: 0.37167523 04/12/2022 21:06:33 - INFO - __main__ - global_steps 115850 loss: 0.38157506 04/12/2022 21:06:37 - INFO - __main__ - global_steps 115900 loss: 0.30698248 04/12/2022 21:06:42 - INFO - __main__ - global_steps 115950 loss: 0.33195430 04/12/2022 21:06:47 - INFO - __main__ - global_steps 116000 loss: 0.29741925 04/12/2022 21:06:51 - INFO - __main__ - global_steps 116050 loss: 0.36932557 04/12/2022 21:06:56 - INFO - __main__ - global_steps 116100 loss: 0.29810992 04/12/2022 21:07:01 - INFO - __main__ - global_steps 116150 loss: 0.32637732 04/12/2022 21:07:05 - INFO - __main__ - global_steps 116200 loss: 0.29096121 04/12/2022 21:07:10 - INFO - __main__ - global_steps 116250 loss: 0.32517127 04/12/2022 21:07:15 - INFO - __main__ - global_steps 116300 loss: 0.27169151 04/12/2022 21:07:19 - INFO - __main__ - global_steps 116350 loss: 0.34378100 04/12/2022 21:07:24 - INFO - __main__ - global_steps 116400 loss: 0.35139242 04/12/2022 21:07:28 - INFO - __main__ - global_steps 116450 loss: 0.26899269 04/12/2022 21:07:33 - INFO - __main__ - global_steps 116500 loss: 0.35811625 04/12/2022 21:07:38 - INFO - __main__ - global_steps 116550 loss: 0.27506137 04/12/2022 21:07:42 - INFO - __main__ - global_steps 116600 loss: 0.35145773 04/12/2022 21:07:47 - INFO - __main__ - global_steps 116650 loss: 0.31538478 04/12/2022 21:07:52 - INFO - __main__ - global_steps 116700 loss: 0.30289587 04/12/2022 21:07:56 - INFO - __main__ - global_steps 116750 loss: 0.27328315 04/12/2022 21:08:01 - INFO - __main__ - global_steps 116800 loss: 0.29200762 04/12/2022 21:08:05 - INFO - __main__ - global_steps 116850 loss: 0.36832746 04/12/2022 21:08:10 - INFO - __main__ - global_steps 116900 loss: 0.33374162 04/12/2022 21:08:14 - INFO - __main__ - global_steps 116950 loss: 0.31727224 04/12/2022 21:08:19 - INFO - __main__ - global_steps 117000 loss: 0.34284701 04/12/2022 21:08:23 - INFO - __main__ - global_steps 117050 loss: 0.33053874 04/12/2022 21:08:28 - INFO - __main__ - global_steps 117100 loss: 0.35480605 04/12/2022 21:08:32 - INFO - __main__ - global_steps 117150 loss: 0.28463125 04/12/2022 21:08:37 - INFO - __main__ - global_steps 117200 loss: 0.34343457 04/12/2022 21:08:42 - INFO - __main__ - global_steps 117250 loss: 0.37883844 04/12/2022 21:08:46 - INFO - __main__ - global_steps 117300 loss: 0.31085028 04/12/2022 21:08:51 - INFO - __main__ - global_steps 117350 loss: 0.32991309 04/12/2022 21:08:56 - INFO - __main__ - global_steps 117400 loss: 0.33710139 04/12/2022 21:09:00 - INFO - __main__ - global_steps 117450 loss: 0.33881164 04/12/2022 21:09:05 - INFO - __main__ - global_steps 117500 loss: 0.33641998 04/12/2022 21:09:05 - INFO - __main__ - ********** Running evaluating ********** 04/12/2022 21:09:09 - INFO - __main__ - ########## val_ar_acc 0.7100401606425703 ########## 04/12/2022 21:09:14 - INFO - __main__ - ########## val_bg_acc 0.7397590361445783 ########## 04/12/2022 21:09:18 - INFO - __main__ - ########## val_de_acc 0.751004016064257 ########## 04/12/2022 21:09:23 - INFO - __main__ - ########## val_el_acc 0.7329317269076305 ########## 04/12/2022 21:09:27 - INFO - __main__ - ########## val_en_acc 0.834136546184739 ########## 04/12/2022 21:09:32 - INFO - __main__ - ########## val_es_acc 0.7734939759036145 ########## 04/12/2022 21:09:36 - INFO - __main__ - ########## val_fr_acc 0.7678714859437751 ########## 04/12/2022 21:09:41 - INFO - __main__ - ########## val_hi_acc 0.6646586345381527 ########## 04/12/2022 21:09:46 - INFO - __main__ - ########## val_ru_acc 0.7180722891566265 ########## 04/12/2022 21:09:50 - INFO - __main__ - ########## val_sw_acc 0.6642570281124498 ########## 04/12/2022 21:09:55 - INFO - __main__ - ########## val_th_acc 0.6791164658634539 ########## 04/12/2022 21:09:59 - INFO - __main__ - ########## val_tr_acc 0.7128514056224899 ########## 04/12/2022 21:10:04 - INFO - __main__ - ########## val_ur_acc 0.6244979919678715 ########## 04/12/2022 21:10:08 - INFO - __main__ - ########## val_vi_acc 0.7236947791164658 ########## 04/12/2022 21:10:13 - INFO - __main__ - ########## val_zh_acc 0.7325301204819277 ########## 04/12/2022 21:10:22 - INFO - __main__ - ########## test_ar_acc 0.7021956087824351 ########## 04/12/2022 21:10:31 - INFO - __main__ - ########## test_bg_acc 0.7491017964071857 ########## 04/12/2022 21:10:40 - INFO - __main__ - ########## test_de_acc 0.7481037924151697 ########## 04/12/2022 21:10:49 - INFO - __main__ - ########## test_el_acc 0.7361277445109781 ########## 04/12/2022 21:10:58 - INFO - __main__ - ########## test_en_acc 0.8323353293413174 ########## 04/12/2022 21:11:07 - INFO - __main__ - ########## test_es_acc 0.7768463073852295 ########## 04/12/2022 21:11:17 - INFO - __main__ - ########## test_fr_acc 0.770059880239521 ########## 04/12/2022 21:11:26 - INFO - __main__ - ########## test_hi_acc 0.6574850299401198 ########## 04/12/2022 21:11:36 - INFO - __main__ - ########## test_ru_acc 0.7379241516966067 ########## 04/12/2022 21:11:45 - INFO - __main__ - ########## test_sw_acc 0.6736526946107785 ########## 04/12/2022 21:11:54 - INFO - __main__ - ########## test_th_acc 0.6776447105788423 ########## 04/12/2022 21:12:03 - INFO - __main__ - ########## test_tr_acc 0.7029940119760479 ########## 04/12/2022 21:12:12 - INFO - __main__ - ########## test_ur_acc 0.6269461077844312 ########## 04/12/2022 21:12:21 - INFO - __main__ - ########## test_vi_acc 0.731936127744511 ########## 04/12/2022 21:12:30 - INFO - __main__ - ########## test_zh_acc 0.7201596806387226 ########## 04/12/2022 21:12:30 - INFO - __main__ - val_ar_acc = 0.7100401606425703 04/12/2022 21:12:30 - INFO - __main__ - val_bg_acc = 0.7397590361445783 04/12/2022 21:12:30 - INFO - __main__ - val_de_acc = 0.751004016064257 04/12/2022 21:12:30 - INFO - __main__ - val_el_acc = 0.7329317269076305 04/12/2022 21:12:30 - INFO - __main__ - val_en_acc = 0.834136546184739 04/12/2022 21:12:30 - INFO - __main__ - val_es_acc = 0.7734939759036145 04/12/2022 21:12:30 - INFO - __main__ - val_fr_acc = 0.7678714859437751 04/12/2022 21:12:30 - INFO - __main__ - val_hi_acc = 0.6646586345381527 04/12/2022 21:12:30 - INFO - __main__ - val_ru_acc = 0.7180722891566265 04/12/2022 21:12:30 - INFO - __main__ - val_sw_acc = 0.6642570281124498 04/12/2022 21:12:30 - INFO - __main__ - val_th_acc = 0.6791164658634539 04/12/2022 21:12:30 - INFO - __main__ - val_tr_acc = 0.7128514056224899 04/12/2022 21:12:30 - INFO - __main__ - val_ur_acc = 0.6244979919678715 04/12/2022 21:12:30 - INFO - __main__ - val_vi_acc = 0.7236947791164658 04/12/2022 21:12:30 - INFO - __main__ - val_zh_acc = 0.7325301204819277 04/12/2022 21:12:30 - INFO - __main__ - val_avg_acc = 0.7219277108433734 04/12/2022 21:12:30 - INFO - __main__ - test_ar_acc = 0.7021956087824351 04/12/2022 21:12:30 - INFO - __main__ - test_bg_acc = 0.7491017964071857 04/12/2022 21:12:30 - INFO - __main__ - test_de_acc = 0.7481037924151697 04/12/2022 21:12:30 - INFO - __main__ - test_el_acc = 0.7361277445109781 04/12/2022 21:12:30 - INFO - __main__ - test_en_acc = 0.8323353293413174 04/12/2022 21:12:30 - INFO - __main__ - test_es_acc = 0.7768463073852295 04/12/2022 21:12:30 - INFO - __main__ - test_fr_acc = 0.770059880239521 04/12/2022 21:12:30 - INFO - __main__ - test_hi_acc = 0.6574850299401198 04/12/2022 21:12:30 - INFO - __main__ - test_ru_acc = 0.7379241516966067 04/12/2022 21:12:30 - INFO - __main__ - test_sw_acc = 0.6736526946107785 04/12/2022 21:12:30 - INFO - __main__ - test_th_acc = 0.6776447105788423 04/12/2022 21:12:30 - INFO - __main__ - test_tr_acc = 0.7029940119760479 04/12/2022 21:12:30 - INFO - __main__ - test_ur_acc = 0.6269461077844312 04/12/2022 21:12:30 - INFO - __main__ - test_vi_acc = 0.731936127744511 04/12/2022 21:12:30 - INFO - __main__ - test_zh_acc = 0.7201596806387226 04/12/2022 21:12:30 - INFO - __main__ - test_avg_acc = 0.7229008649367931 04/12/2022 21:12:31 - INFO - utils - remove old ckpt: xnli_right_avg_new/ckpt/step-117500-test_avg_acc-0.7229008649367931-val_avg_acc-0.7219277108433734 04/12/2022 21:12:31 - INFO - __main__ - ********** Evaluating Done ********** 04/12/2022 21:12:36 - INFO - __main__ - global_steps 117550 loss: 0.28018664 04/12/2022 21:12:41 - INFO - __main__ - global_steps 117600 loss: 0.36985642 04/12/2022 21:12:45 - INFO - __main__ - global_steps 117650 loss: 0.34341331 04/12/2022 21:12:50 - INFO - __main__ - global_steps 117700 loss: 0.29009372 04/12/2022 21:12:55 - INFO - __main__ - global_steps 117750 loss: 0.36633959 04/12/2022 21:12:59 - INFO - __main__ - global_steps 117800 loss: 0.36310109 04/12/2022 21:13:04 - INFO - __main__ - global_steps 117850 loss: 0.30718332 04/12/2022 21:13:09 - INFO - __main__ - global_steps 117900 loss: 0.32480349 04/12/2022 21:13:13 - INFO - __main__ - global_steps 117950 loss: 0.36391973 04/12/2022 21:13:18 - INFO - __main__ - global_steps 118000 loss: 0.31494859 04/12/2022 21:13:22 - INFO - __main__ - global_steps 118050 loss: 0.36814781 04/12/2022 21:13:27 - INFO - __main__ - global_steps 118100 loss: 0.35665799 04/12/2022 21:13:31 - INFO - __main__ - global_steps 118150 loss: 0.34636995 04/12/2022 21:13:36 - INFO - __main__ - global_steps 118200 loss: 0.27532311 04/12/2022 21:13:41 - INFO - __main__ - global_steps 118250 loss: 0.30729851 04/12/2022 21:13:45 - INFO - __main__ - global_steps 118300 loss: 0.39227353 04/12/2022 21:13:50 - INFO - __main__ - global_steps 118350 loss: 0.31552764 04/12/2022 21:13:54 - INFO - __main__ - global_steps 118400 loss: 0.32031720 04/12/2022 21:13:59 - INFO - __main__ - global_steps 118450 loss: 0.36287466 04/12/2022 21:14:03 - INFO - __main__ - global_steps 118500 loss: 0.33788892 04/12/2022 21:14:08 - INFO - __main__ - global_steps 118550 loss: 0.31999853 04/12/2022 21:14:13 - INFO - __main__ - global_steps 118600 loss: 0.32628447 04/12/2022 21:14:17 - INFO - __main__ - global_steps 118650 loss: 0.33298375 04/12/2022 21:14:22 - INFO - __main__ - global_steps 118700 loss: 0.38940104 04/12/2022 21:14:26 - INFO - __main__ - global_steps 118750 loss: 0.33213797 04/12/2022 21:14:31 - INFO - __main__ - global_steps 118800 loss: 0.32503953 04/12/2022 21:14:36 - INFO - __main__ - global_steps 118850 loss: 0.31259105 04/12/2022 21:14:40 - INFO - __main__ - global_steps 118900 loss: 0.28492190 04/12/2022 21:14:45 - INFO - __main__ - global_steps 118950 loss: 0.32084916 04/12/2022 21:14:49 - INFO - __main__ - global_steps 119000 loss: 0.31247297 04/12/2022 21:14:54 - INFO - __main__ - global_steps 119050 loss: 0.27112599 04/12/2022 21:14:59 - INFO - __main__ - global_steps 119100 loss: 0.31427153 04/12/2022 21:15:03 - INFO - __main__ - global_steps 119150 loss: 0.30487404 04/12/2022 21:15:08 - INFO - __main__ - global_steps 119200 loss: 0.31658955 04/12/2022 21:15:12 - INFO - __main__ - global_steps 119250 loss: 0.38480069 04/12/2022 21:15:17 - INFO - __main__ - global_steps 119300 loss: 0.37408435 04/12/2022 21:15:22 - INFO - __main__ - global_steps 119350 loss: 0.36220744 04/12/2022 21:15:26 - INFO - __main__ - global_steps 119400 loss: 0.25819724 04/12/2022 21:15:31 - INFO - __main__ - global_steps 119450 loss: 0.33241398 04/12/2022 21:15:35 - INFO - __main__ - global_steps 119500 loss: 0.33229084 04/12/2022 21:15:40 - INFO - __main__ - global_steps 119550 loss: 0.33844352 04/12/2022 21:15:45 - INFO - __main__ - global_steps 119600 loss: 0.33204128 04/12/2022 21:15:49 - INFO - __main__ - global_steps 119650 loss: 0.33379677 04/12/2022 21:15:54 - INFO - __main__ - global_steps 119700 loss: 0.34465912 04/12/2022 21:15:58 - INFO - __main__ - global_steps 119750 loss: 0.33379167 04/12/2022 21:16:03 - INFO - __main__ - global_steps 119800 loss: 0.27983948 04/12/2022 21:16:08 - INFO - __main__ - global_steps 119850 loss: 0.35922646 04/12/2022 21:16:12 - INFO - __main__ - global_steps 119900 loss: 0.29761641 04/12/2022 21:16:17 - INFO - __main__ - global_steps 119950 loss: 0.25355033 04/12/2022 21:16:21 - INFO - __main__ - global_steps 120000 loss: 0.31085406 04/12/2022 21:16:21 - INFO - __main__ - ********** Running evaluating ********** 04/12/2022 21:16:26 - INFO - __main__ - ########## val_ar_acc 0.6951807228915663 ########## 04/12/2022 21:16:30 - INFO - __main__ - ########## val_bg_acc 0.7317269076305221 ########## 04/12/2022 21:16:35 - INFO - __main__ - ########## val_de_acc 0.7453815261044177 ########## 04/12/2022 21:16:39 - INFO - __main__ - ########## val_el_acc 0.7216867469879518 ########## 04/12/2022 21:16:44 - INFO - __main__ - ########## val_en_acc 0.8240963855421687 ########## 04/12/2022 21:16:48 - INFO - __main__ - ########## val_es_acc 0.7682730923694779 ########## 04/12/2022 21:16:53 - INFO - __main__ - ########## val_fr_acc 0.7650602409638554 ########## 04/12/2022 21:16:58 - INFO - __main__ - ########## val_hi_acc 0.6662650602409639 ########## 04/12/2022 21:17:02 - INFO - __main__ - ########## val_ru_acc 0.7096385542168675 ########## 04/12/2022 21:17:07 - INFO - __main__ - ########## val_sw_acc 0.6510040160642571 ########## 04/12/2022 21:17:11 - INFO - __main__ - ########## val_th_acc 0.6855421686746987 ########## 04/12/2022 21:17:16 - INFO - __main__ - ########## val_tr_acc 0.6971887550200804 ########## 04/12/2022 21:17:20 - INFO - __main__ - ########## val_ur_acc 0.614859437751004 ########## 04/12/2022 21:17:25 - INFO - __main__ - ########## val_vi_acc 0.7128514056224899 ########## 04/12/2022 21:17:29 - INFO - __main__ - ########## val_zh_acc 0.7269076305220884 ########## 04/12/2022 21:17:38 - INFO - __main__ - ########## test_ar_acc 0.6930139720558882 ########## 04/12/2022 21:17:47 - INFO - __main__ - ########## test_bg_acc 0.7457085828343314 ########## 04/12/2022 21:17:57 - INFO - __main__ - ########## test_de_acc 0.7403193612774451 ########## 04/12/2022 21:18:06 - INFO - __main__ - ########## test_el_acc 0.7281437125748503 ########## 04/12/2022 21:18:15 - INFO - __main__ - ########## test_en_acc 0.8323353293413174 ########## 04/12/2022 21:18:24 - INFO - __main__ - ########## test_es_acc 0.7726546906187625 ########## 04/12/2022 21:18:33 - INFO - __main__ - ########## test_fr_acc 0.7734530938123753 ########## 04/12/2022 21:18:43 - INFO - __main__ - ########## test_hi_acc 0.6600798403193613 ########## 04/12/2022 21:18:53 - INFO - __main__ - ########## test_ru_acc 0.7277445109780439 ########## 04/12/2022 21:19:01 - INFO - __main__ - ########## test_sw_acc 0.6640718562874252 ########## 04/12/2022 21:19:10 - INFO - __main__ - ########## test_th_acc 0.6838323353293413 ########## 04/12/2022 21:19:19 - INFO - __main__ - ########## test_tr_acc 0.6964071856287425 ########## 04/12/2022 21:19:29 - INFO - __main__ - ########## test_ur_acc 0.6225548902195609 ########## 04/12/2022 21:19:38 - INFO - __main__ - ########## test_vi_acc 0.7241516966067865 ########## 04/12/2022 21:19:47 - INFO - __main__ - ########## test_zh_acc 0.7171656686626746 ########## 04/12/2022 21:19:47 - INFO - __main__ - val_ar_acc = 0.6951807228915663 04/12/2022 21:19:47 - INFO - __main__ - val_bg_acc = 0.7317269076305221 04/12/2022 21:19:47 - INFO - __main__ - val_de_acc = 0.7453815261044177 04/12/2022 21:19:47 - INFO - __main__ - val_el_acc = 0.7216867469879518 04/12/2022 21:19:47 - INFO - __main__ - val_en_acc = 0.8240963855421687 04/12/2022 21:19:47 - INFO - __main__ - val_es_acc = 0.7682730923694779 04/12/2022 21:19:47 - INFO - __main__ - val_fr_acc = 0.7650602409638554 04/12/2022 21:19:47 - INFO - __main__ - val_hi_acc = 0.6662650602409639 04/12/2022 21:19:47 - INFO - __main__ - val_ru_acc = 0.7096385542168675 04/12/2022 21:19:47 - INFO - __main__ - val_sw_acc = 0.6510040160642571 04/12/2022 21:19:47 - INFO - __main__ - val_th_acc = 0.6855421686746987 04/12/2022 21:19:47 - INFO - __main__ - val_tr_acc = 0.6971887550200804 04/12/2022 21:19:47 - INFO - __main__ - val_ur_acc = 0.614859437751004 04/12/2022 21:19:47 - INFO - __main__ - val_vi_acc = 0.7128514056224899 04/12/2022 21:19:47 - INFO - __main__ - val_zh_acc = 0.7269076305220884 04/12/2022 21:19:47 - INFO - __main__ - val_avg_acc = 0.7143775100401607 04/12/2022 21:19:47 - INFO - __main__ - test_ar_acc = 0.6930139720558882 04/12/2022 21:19:47 - INFO - __main__ - test_bg_acc = 0.7457085828343314 04/12/2022 21:19:47 - INFO - __main__ - test_de_acc = 0.7403193612774451 04/12/2022 21:19:47 - INFO - __main__ - test_el_acc = 0.7281437125748503 04/12/2022 21:19:47 - INFO - __main__ - test_en_acc = 0.8323353293413174 04/12/2022 21:19:47 - INFO - __main__ - test_es_acc = 0.7726546906187625 04/12/2022 21:19:47 - INFO - __main__ - test_fr_acc = 0.7734530938123753 04/12/2022 21:19:47 - INFO - __main__ - test_hi_acc = 0.6600798403193613 04/12/2022 21:19:47 - INFO - __main__ - test_ru_acc = 0.7277445109780439 04/12/2022 21:19:47 - INFO - __main__ - test_sw_acc = 0.6640718562874252 04/12/2022 21:19:47 - INFO - __main__ - test_th_acc = 0.6838323353293413 04/12/2022 21:19:47 - INFO - __main__ - test_tr_acc = 0.6964071856287425 04/12/2022 21:19:47 - INFO - __main__ - test_ur_acc = 0.6225548902195609 04/12/2022 21:19:47 - INFO - __main__ - test_vi_acc = 0.7241516966067865 04/12/2022 21:19:47 - INFO - __main__ - test_zh_acc = 0.7171656686626746 04/12/2022 21:19:47 - INFO - __main__ - test_avg_acc = 0.718775781769794 04/12/2022 21:19:48 - INFO - utils - remove old ckpt: xnli_right_avg_new/ckpt/step-120000-test_avg_acc-0.718775781769794-val_avg_acc-0.7143775100401607 04/12/2022 21:19:48 - INFO - __main__ - ********** Evaluating Done ********** 04/12/2022 21:19:53 - INFO - __main__ - global_steps 120050 loss: 0.35242796 04/12/2022 21:19:57 - INFO - __main__ - global_steps 120100 loss: 0.25491056 04/12/2022 21:20:01 - INFO - __main__ - global_steps 120150 loss: 0.34051681 04/12/2022 21:20:06 - INFO - __main__ - global_steps 120200 loss: 0.35708854 04/12/2022 21:20:11 - INFO - __main__ - global_steps 120250 loss: 0.29970253 04/12/2022 21:20:15 - INFO - __main__ - global_steps 120300 loss: 0.28248679 04/12/2022 21:20:20 - INFO - __main__ - global_steps 120350 loss: 0.30548598 04/12/2022 21:20:24 - INFO - __main__ - global_steps 120400 loss: 0.32005156 04/12/2022 21:20:29 - INFO - __main__ - global_steps 120450 loss: 0.29482132 04/12/2022 21:20:34 - INFO - __main__ - global_steps 120500 loss: 0.28640729 04/12/2022 21:20:38 - INFO - __main__ - global_steps 120550 loss: 0.27725926 04/12/2022 21:20:43 - INFO - __main__ - global_steps 120600 loss: 0.30498263 04/12/2022 21:20:48 - INFO - __main__ - global_steps 120650 loss: 0.36063626 04/12/2022 21:20:52 - INFO - __main__ - global_steps 120700 loss: 0.27486745 04/12/2022 21:20:57 - INFO - __main__ - global_steps 120750 loss: 0.29941885 04/12/2022 21:21:01 - INFO - __main__ - global_steps 120800 loss: 0.33489438 04/12/2022 21:21:06 - INFO - __main__ - global_steps 120850 loss: 0.34012686 04/12/2022 21:21:11 - INFO - __main__ - global_steps 120900 loss: 0.23493421 04/12/2022 21:21:15 - INFO - __main__ - global_steps 120950 loss: 0.32111582 04/12/2022 21:21:20 - INFO - __main__ - global_steps 121000 loss: 0.25804396 04/12/2022 21:21:24 - INFO - __main__ - global_steps 121050 loss: 0.27117775 04/12/2022 21:21:29 - INFO - __main__ - global_steps 121100 loss: 0.35564116 04/12/2022 21:21:34 - INFO - __main__ - global_steps 121150 loss: 0.31511969 04/12/2022 21:21:38 - INFO - __main__ - global_steps 121200 loss: 0.27171051 04/12/2022 21:21:43 - INFO - __main__ - global_steps 121250 loss: 0.31005964 04/12/2022 21:21:47 - INFO - __main__ - global_steps 121300 loss: 0.35315276 04/12/2022 21:21:52 - INFO - __main__ - global_steps 121350 loss: 0.29693738 04/12/2022 21:21:57 - INFO - __main__ - global_steps 121400 loss: 0.31326485 04/12/2022 21:22:01 - INFO - __main__ - global_steps 121450 loss: 0.27207208 04/12/2022 21:22:06 - INFO - __main__ - global_steps 121500 loss: 0.33705595 04/12/2022 21:22:10 - INFO - __main__ - global_steps 121550 loss: 0.31335559 04/12/2022 21:22:15 - INFO - __main__ - global_steps 121600 loss: 0.30070009 04/12/2022 21:22:20 - INFO - __main__ - global_steps 121650 loss: 0.29635539 04/12/2022 21:22:24 - INFO - __main__ - global_steps 121700 loss: 0.32084772 04/12/2022 21:22:29 - INFO - __main__ - global_steps 121750 loss: 0.34649666 04/12/2022 21:22:33 - INFO - __main__ - global_steps 121800 loss: 0.33250009 04/12/2022 21:22:38 - INFO - __main__ - global_steps 121850 loss: 0.32787361 04/12/2022 21:22:43 - INFO - __main__ - global_steps 121900 loss: 0.39020825 04/12/2022 21:22:47 - INFO - __main__ - global_steps 121950 loss: 0.37502891 04/12/2022 21:22:52 - INFO - __main__ - global_steps 122000 loss: 0.34989113 04/12/2022 21:22:56 - INFO - __main__ - global_steps 122050 loss: 0.39068328 04/12/2022 21:23:01 - INFO - __main__ - global_steps 122100 loss: 0.39735641 04/12/2022 21:23:06 - INFO - __main__ - global_steps 122150 loss: 0.36320643 04/12/2022 21:23:10 - INFO - __main__ - global_steps 122200 loss: 0.41757831 04/12/2022 21:23:15 - INFO - __main__ - global_steps 122250 loss: 0.34590515 04/12/2022 21:23:19 - INFO - __main__ - global_steps 122300 loss: 0.33805000 04/12/2022 21:23:24 - INFO - __main__ - global_steps 122350 loss: 0.29107684 04/12/2022 21:23:28 - INFO - __main__ - global_steps 122400 loss: 0.34058362 04/12/2022 21:23:33 - INFO - __main__ - global_steps 122450 loss: 0.29502678 04/12/2022 21:23:38 - INFO - __main__ - global_steps 122500 loss: 0.34068275 04/12/2022 21:23:38 - INFO - __main__ - ********** Running evaluating ********** 04/12/2022 21:23:42 - INFO - __main__ - ########## val_ar_acc 0.7008032128514057 ########## 04/12/2022 21:23:46 - INFO - __main__ - ########## val_bg_acc 0.7417670682730924 ########## 04/12/2022 21:23:51 - INFO - __main__ - ########## val_de_acc 0.7550200803212851 ########## 04/12/2022 21:23:56 - INFO - __main__ - ########## val_el_acc 0.7373493975903614 ########## 04/12/2022 21:24:00 - INFO - __main__ - ########## val_en_acc 0.8345381526104417 ########## 04/12/2022 21:24:04 - INFO - __main__ - ########## val_es_acc 0.7779116465863454 ########## 04/12/2022 21:24:09 - INFO - __main__ - ########## val_fr_acc 0.7698795180722892 ########## 04/12/2022 21:24:14 - INFO - __main__ - ########## val_hi_acc 0.6706827309236948 ########## 04/12/2022 21:24:18 - INFO - __main__ - ########## val_ru_acc 0.7232931726907631 ########## 04/12/2022 21:24:23 - INFO - __main__ - ########## val_sw_acc 0.6574297188755021 ########## 04/12/2022 21:24:27 - INFO - __main__ - ########## val_th_acc 0.6823293172690763 ########## 04/12/2022 21:24:31 - INFO - __main__ - ########## val_tr_acc 0.7024096385542169 ########## 04/12/2022 21:24:36 - INFO - __main__ - ########## val_ur_acc 0.621285140562249 ########## 04/12/2022 21:24:41 - INFO - __main__ - ########## val_vi_acc 0.7180722891566265 ########## 04/12/2022 21:24:45 - INFO - __main__ - ########## val_zh_acc 0.7281124497991968 ########## 04/12/2022 21:24:54 - INFO - __main__ - ########## test_ar_acc 0.7109780439121757 ########## 04/12/2022 21:25:03 - INFO - __main__ - ########## test_bg_acc 0.7632734530938123 ########## 04/12/2022 21:25:13 - INFO - __main__ - ########## test_de_acc 0.7542914171656686 ########## 04/12/2022 21:25:22 - INFO - __main__ - ########## test_el_acc 0.7415169660678643 ########## 04/12/2022 21:25:31 - INFO - __main__ - ########## test_en_acc 0.83812375249501 ########## 04/12/2022 21:25:40 - INFO - __main__ - ########## test_es_acc 0.7870259481037924 ########## 04/12/2022 21:25:49 - INFO - __main__ - ########## test_fr_acc 0.7808383233532934 ########## 04/12/2022 21:25:59 - INFO - __main__ - ########## test_hi_acc 0.6612774451097805 ########## 04/12/2022 21:26:09 - INFO - __main__ - ########## test_ru_acc 0.7415169660678643 ########## 04/12/2022 21:26:17 - INFO - __main__ - ########## test_sw_acc 0.6736526946107785 ########## 04/12/2022 21:26:26 - INFO - __main__ - ########## test_th_acc 0.6736526946107785 ########## 04/12/2022 21:26:35 - INFO - __main__ - ########## test_tr_acc 0.6974051896207585 ########## 04/12/2022 21:26:45 - INFO - __main__ - ########## test_ur_acc 0.624750499001996 ########## 04/12/2022 21:26:54 - INFO - __main__ - ########## test_vi_acc 0.7225548902195609 ########## 04/12/2022 21:27:03 - INFO - __main__ - ########## test_zh_acc 0.7225548902195609 ########## 04/12/2022 21:27:03 - INFO - __main__ - val_ar_acc = 0.7008032128514057 04/12/2022 21:27:03 - INFO - __main__ - val_bg_acc = 0.7417670682730924 04/12/2022 21:27:03 - INFO - __main__ - val_de_acc = 0.7550200803212851 04/12/2022 21:27:03 - INFO - __main__ - val_el_acc = 0.7373493975903614 04/12/2022 21:27:03 - INFO - __main__ - val_en_acc = 0.8345381526104417 04/12/2022 21:27:03 - INFO - __main__ - val_es_acc = 0.7779116465863454 04/12/2022 21:27:03 - INFO - __main__ - val_fr_acc = 0.7698795180722892 04/12/2022 21:27:03 - INFO - __main__ - val_hi_acc = 0.6706827309236948 04/12/2022 21:27:03 - INFO - __main__ - val_ru_acc = 0.7232931726907631 04/12/2022 21:27:03 - INFO - __main__ - val_sw_acc = 0.6574297188755021 04/12/2022 21:27:03 - INFO - __main__ - val_th_acc = 0.6823293172690763 04/12/2022 21:27:03 - INFO - __main__ - val_tr_acc = 0.7024096385542169 04/12/2022 21:27:03 - INFO - __main__ - val_ur_acc = 0.621285140562249 04/12/2022 21:27:03 - INFO - __main__ - val_vi_acc = 0.7180722891566265 04/12/2022 21:27:03 - INFO - __main__ - val_zh_acc = 0.7281124497991968 04/12/2022 21:27:03 - INFO - __main__ - val_avg_acc = 0.7213922356091031 04/12/2022 21:27:03 - INFO - __main__ - test_ar_acc = 0.7109780439121757 04/12/2022 21:27:03 - INFO - __main__ - test_bg_acc = 0.7632734530938123 04/12/2022 21:27:03 - INFO - __main__ - test_de_acc = 0.7542914171656686 04/12/2022 21:27:03 - INFO - __main__ - test_el_acc = 0.7415169660678643 04/12/2022 21:27:03 - INFO - __main__ - test_en_acc = 0.83812375249501 04/12/2022 21:27:03 - INFO - __main__ - test_es_acc = 0.7870259481037924 04/12/2022 21:27:03 - INFO - __main__ - test_fr_acc = 0.7808383233532934 04/12/2022 21:27:03 - INFO - __main__ - test_hi_acc = 0.6612774451097805 04/12/2022 21:27:03 - INFO - __main__ - test_ru_acc = 0.7415169660678643 04/12/2022 21:27:03 - INFO - __main__ - test_sw_acc = 0.6736526946107785 04/12/2022 21:27:03 - INFO - __main__ - test_th_acc = 0.6736526946107785 04/12/2022 21:27:03 - INFO - __main__ - test_tr_acc = 0.6974051896207585 04/12/2022 21:27:03 - INFO - __main__ - test_ur_acc = 0.624750499001996 04/12/2022 21:27:03 - INFO - __main__ - test_vi_acc = 0.7225548902195609 04/12/2022 21:27:03 - INFO - __main__ - test_zh_acc = 0.7225548902195609 04/12/2022 21:27:03 - INFO - __main__ - test_avg_acc = 0.7262275449101796 04/12/2022 21:27:04 - INFO - utils - remove old ckpt: xnli_right_avg_new/ckpt/step-122500-test_avg_acc-0.7262275449101796-val_avg_acc-0.7213922356091031 04/12/2022 21:27:04 - INFO - __main__ - ********** Evaluating Done ********** 04/12/2022 21:27:09 - INFO - __main__ - global_steps 122550 loss: 0.32349108 04/12/2022 21:27:13 - INFO - __main__ - global_steps 122600 loss: 0.29601317 04/12/2022 21:27:17 - INFO - __main__ - global_steps 122650 loss: 0.26764441 04/12/2022 21:27:22 - INFO - __main__ - global_steps 122700 loss: 0.40925023 04/12/2022 21:27:26 - INFO - __main__ - global_steps 122750 loss: 0.25795957 04/12/2022 21:27:31 - INFO - __main__ - global_steps 122800 loss: 0.39189334 04/12/2022 21:27:36 - INFO - __main__ - global_steps 122850 loss: 0.34138576 04/12/2022 21:27:40 - INFO - __main__ - global_steps 122900 loss: 0.35212157 04/12/2022 21:27:45 - INFO - __main__ - global_steps 122950 loss: 0.31388229 04/12/2022 21:27:50 - INFO - __main__ - global_steps 123000 loss: 0.36010074 04/12/2022 21:27:54 - INFO - __main__ - global_steps 123050 loss: 0.31790899 04/12/2022 21:27:59 - INFO - __main__ - global_steps 123100 loss: 0.39097900 04/12/2022 21:28:03 - INFO - __main__ - global_steps 123150 loss: 0.27200027 04/12/2022 21:28:08 - INFO - __main__ - global_steps 123200 loss: 0.30995319 04/12/2022 21:28:13 - INFO - __main__ - global_steps 123250 loss: 0.32297417 04/12/2022 21:28:17 - INFO - __main__ - global_steps 123300 loss: 0.31005765 04/12/2022 21:28:22 - INFO - __main__ - global_steps 123350 loss: 0.26805615 04/12/2022 21:28:27 - INFO - __main__ - global_steps 123400 loss: 0.27614477 04/12/2022 21:28:31 - INFO - __main__ - global_steps 123450 loss: 0.39224582 04/12/2022 21:28:36 - INFO - __main__ - global_steps 123500 loss: 0.31639481 04/12/2022 21:28:40 - INFO - __main__ - global_steps 123550 loss: 0.35118866 04/12/2022 21:28:45 - INFO - __main__ - global_steps 123600 loss: 0.30157255 04/12/2022 21:28:50 - INFO - __main__ - global_steps 123650 loss: 0.28228595 04/12/2022 21:28:54 - INFO - __main__ - global_steps 123700 loss: 0.33526296 04/12/2022 21:28:59 - INFO - __main__ - global_steps 123750 loss: 0.33600433 04/12/2022 21:29:03 - INFO - __main__ - global_steps 123800 loss: 0.38149337 04/12/2022 21:29:08 - INFO - __main__ - global_steps 123850 loss: 0.30906445 04/12/2022 21:29:13 - INFO - __main__ - global_steps 123900 loss: 0.28215830 04/12/2022 21:29:17 - INFO - __main__ - global_steps 123950 loss: 0.32698263 04/12/2022 21:29:22 - INFO - __main__ - global_steps 124000 loss: 0.30721513 04/12/2022 21:29:26 - INFO - __main__ - global_steps 124050 loss: 0.29747562 04/12/2022 21:29:31 - INFO - __main__ - global_steps 124100 loss: 0.34491900 04/12/2022 21:29:36 - INFO - __main__ - global_steps 124150 loss: 0.29521320 04/12/2022 21:29:40 - INFO - __main__ - global_steps 124200 loss: 0.31307145 04/12/2022 21:29:45 - INFO - __main__ - global_steps 124250 loss: 0.33613695 04/12/2022 21:29:49 - INFO - __main__ - global_steps 124300 loss: 0.32223136 04/12/2022 21:29:54 - INFO - __main__ - global_steps 124350 loss: 0.39069674 04/12/2022 21:29:58 - INFO - __main__ - global_steps 124400 loss: 0.30695675 04/12/2022 21:30:03 - INFO - __main__ - global_steps 124450 loss: 0.31543970 04/12/2022 21:30:08 - INFO - __main__ - global_steps 124500 loss: 0.32551030 04/12/2022 21:30:12 - INFO - __main__ - global_steps 124550 loss: 0.37006057 04/12/2022 21:30:17 - INFO - __main__ - global_steps 124600 loss: 0.31932529 04/12/2022 21:30:22 - INFO - __main__ - global_steps 124650 loss: 0.39160755 04/12/2022 21:30:26 - INFO - __main__ - global_steps 124700 loss: 0.27366511 04/12/2022 21:30:31 - INFO - __main__ - global_steps 124750 loss: 0.36053252 04/12/2022 21:30:35 - INFO - __main__ - global_steps 124800 loss: 0.28375147 04/12/2022 21:30:40 - INFO - __main__ - global_steps 124850 loss: 0.33659767 04/12/2022 21:30:45 - INFO - __main__ - global_steps 124900 loss: 0.32696985 04/12/2022 21:30:49 - INFO - __main__ - global_steps 124950 loss: 0.35396373 04/12/2022 21:30:54 - INFO - __main__ - global_steps 125000 loss: 0.34599633 04/12/2022 21:30:54 - INFO - __main__ - ********** Running evaluating ********** 04/12/2022 21:30:58 - INFO - __main__ - ########## val_ar_acc 0.6963855421686747 ########## 04/12/2022 21:31:03 - INFO - __main__ - ########## val_bg_acc 0.7301204819277108 ########## 04/12/2022 21:31:07 - INFO - __main__ - ########## val_de_acc 0.742570281124498 ########## 04/12/2022 21:31:12 - INFO - __main__ - ########## val_el_acc 0.7273092369477911 ########## 04/12/2022 21:31:16 - INFO - __main__ - ########## val_en_acc 0.8301204819277108 ########## 04/12/2022 21:31:21 - INFO - __main__ - ########## val_es_acc 0.763855421686747 ########## 04/12/2022 21:31:25 - INFO - __main__ - ########## val_fr_acc 0.7598393574297189 ########## 04/12/2022 21:31:30 - INFO - __main__ - ########## val_hi_acc 0.6542168674698795 ########## 04/12/2022 21:31:35 - INFO - __main__ - ########## val_ru_acc 0.7208835341365462 ########## 04/12/2022 21:31:39 - INFO - __main__ - ########## val_sw_acc 0.6534136546184739 ########## 04/12/2022 21:31:44 - INFO - __main__ - ########## val_th_acc 0.665863453815261 ########## 04/12/2022 21:31:48 - INFO - __main__ - ########## val_tr_acc 0.6899598393574298 ########## 04/12/2022 21:31:53 - INFO - __main__ - ########## val_ur_acc 0.623293172690763 ########## 04/12/2022 21:31:57 - INFO - __main__ - ########## val_vi_acc 0.7092369477911646 ########## 04/12/2022 21:32:02 - INFO - __main__ - ########## val_zh_acc 0.7104417670682731 ########## 04/12/2022 21:32:10 - INFO - __main__ - ########## test_ar_acc 0.7025948103792415 ########## 04/12/2022 21:32:20 - INFO - __main__ - ########## test_bg_acc 0.7477045908183633 ########## 04/12/2022 21:32:29 - INFO - __main__ - ########## test_de_acc 0.7401197604790419 ########## 04/12/2022 21:32:38 - INFO - __main__ - ########## test_el_acc 0.7327345309381238 ########## 04/12/2022 21:32:47 - INFO - __main__ - ########## test_en_acc 0.8277445109780439 ########## 04/12/2022 21:32:56 - INFO - __main__ - ########## test_es_acc 0.7718562874251497 ########## 04/12/2022 21:33:06 - INFO - __main__ - ########## test_fr_acc 0.7614770459081837 ########## 04/12/2022 21:33:15 - INFO - __main__ - ########## test_hi_acc 0.6427145708582834 ########## 04/12/2022 21:33:25 - INFO - __main__ - ########## test_ru_acc 0.7301397205588822 ########## 04/12/2022 21:33:34 - INFO - __main__ - ########## test_sw_acc 0.6682634730538922 ########## 04/12/2022 21:33:42 - INFO - __main__ - ########## test_th_acc 0.6652694610778443 ########## 04/12/2022 21:33:51 - INFO - __main__ - ########## test_tr_acc 0.6836327345309381 ########## 04/12/2022 21:34:01 - INFO - __main__ - ########## test_ur_acc 0.6147704590818364 ########## 04/12/2022 21:34:10 - INFO - __main__ - ########## test_vi_acc 0.7153692614770459 ########## 04/12/2022 21:34:19 - INFO - __main__ - ########## test_zh_acc 0.713373253493014 ########## 04/12/2022 21:34:19 - INFO - __main__ - val_ar_acc = 0.6963855421686747 04/12/2022 21:34:19 - INFO - __main__ - val_bg_acc = 0.7301204819277108 04/12/2022 21:34:19 - INFO - __main__ - val_de_acc = 0.742570281124498 04/12/2022 21:34:19 - INFO - __main__ - val_el_acc = 0.7273092369477911 04/12/2022 21:34:19 - INFO - __main__ - val_en_acc = 0.8301204819277108 04/12/2022 21:34:19 - INFO - __main__ - val_es_acc = 0.763855421686747 04/12/2022 21:34:19 - INFO - __main__ - val_fr_acc = 0.7598393574297189 04/12/2022 21:34:19 - INFO - __main__ - val_hi_acc = 0.6542168674698795 04/12/2022 21:34:19 - INFO - __main__ - val_ru_acc = 0.7208835341365462 04/12/2022 21:34:19 - INFO - __main__ - val_sw_acc = 0.6534136546184739 04/12/2022 21:34:19 - INFO - __main__ - val_th_acc = 0.665863453815261 04/12/2022 21:34:19 - INFO - __main__ - val_tr_acc = 0.6899598393574298 04/12/2022 21:34:19 - INFO - __main__ - val_ur_acc = 0.623293172690763 04/12/2022 21:34:19 - INFO - __main__ - val_vi_acc = 0.7092369477911646 04/12/2022 21:34:19 - INFO - __main__ - val_zh_acc = 0.7104417670682731 04/12/2022 21:34:19 - INFO - __main__ - val_avg_acc = 0.7118340026773763 04/12/2022 21:34:19 - INFO - __main__ - test_ar_acc = 0.7025948103792415 04/12/2022 21:34:19 - INFO - __main__ - test_bg_acc = 0.7477045908183633 04/12/2022 21:34:19 - INFO - __main__ - test_de_acc = 0.7401197604790419 04/12/2022 21:34:19 - INFO - __main__ - test_el_acc = 0.7327345309381238 04/12/2022 21:34:19 - INFO - __main__ - test_en_acc = 0.8277445109780439 04/12/2022 21:34:19 - INFO - __main__ - test_es_acc = 0.7718562874251497 04/12/2022 21:34:19 - INFO - __main__ - test_fr_acc = 0.7614770459081837 04/12/2022 21:34:19 - INFO - __main__ - test_hi_acc = 0.6427145708582834 04/12/2022 21:34:19 - INFO - __main__ - test_ru_acc = 0.7301397205588822 04/12/2022 21:34:19 - INFO - __main__ - test_sw_acc = 0.6682634730538922 04/12/2022 21:34:19 - INFO - __main__ - test_th_acc = 0.6652694610778443 04/12/2022 21:34:19 - INFO - __main__ - test_tr_acc = 0.6836327345309381 04/12/2022 21:34:19 - INFO - __main__ - test_ur_acc = 0.6147704590818364 04/12/2022 21:34:19 - INFO - __main__ - test_vi_acc = 0.7153692614770459 04/12/2022 21:34:19 - INFO - __main__ - test_zh_acc = 0.713373253493014 04/12/2022 21:34:19 - INFO - __main__ - test_avg_acc = 0.7145176314038589 04/12/2022 21:34:20 - INFO - utils - remove old ckpt: xnli_right_avg_new/ckpt/step-125000-test_avg_acc-0.7145176314038589-val_avg_acc-0.7118340026773763 04/12/2022 21:34:20 - INFO - __main__ - ********** Evaluating Done ********** 04/12/2022 21:34:25 - INFO - __main__ - global_steps 125050 loss: 0.34273836 04/12/2022 21:34:29 - INFO - __main__ - global_steps 125100 loss: 0.34251465 04/12/2022 21:34:34 - INFO - __main__ - global_steps 125150 loss: 0.33599189 04/12/2022 21:34:39 - INFO - __main__ - global_steps 125200 loss: 0.33228144 04/12/2022 21:34:43 - INFO - __main__ - global_steps 125250 loss: 0.37028917 04/12/2022 21:34:48 - INFO - __main__ - global_steps 125300 loss: 0.39214080 04/12/2022 21:34:53 - INFO - __main__ - global_steps 125350 loss: 0.36590805 04/12/2022 21:34:57 - INFO - __main__ - global_steps 125400 loss: 0.36774417 04/12/2022 21:35:02 - INFO - __main__ - global_steps 125450 loss: 0.33227598 04/12/2022 21:35:06 - INFO - __main__ - global_steps 125500 loss: 0.34584702 04/12/2022 21:35:11 - INFO - __main__ - global_steps 125550 loss: 0.28785618 04/12/2022 21:35:15 - INFO - __main__ - global_steps 125600 loss: 0.25522648 04/12/2022 21:35:20 - INFO - __main__ - global_steps 125650 loss: 0.29957419 04/12/2022 21:35:25 - INFO - __main__ - global_steps 125700 loss: 0.33441039 04/12/2022 21:35:29 - INFO - __main__ - global_steps 125750 loss: 0.35955981 04/12/2022 21:35:34 - INFO - __main__ - global_steps 125800 loss: 0.31080443 04/12/2022 21:35:38 - INFO - __main__ - global_steps 125850 loss: 0.37311007 04/12/2022 21:35:43 - INFO - __main__ - global_steps 125900 loss: 0.31514578 04/12/2022 21:35:47 - INFO - __main__ - global_steps 125950 loss: 0.31748378 04/12/2022 21:35:52 - INFO - __main__ - global_steps 126000 loss: 0.30995379 04/12/2022 21:35:57 - INFO - __main__ - global_steps 126050 loss: 0.33438210 04/12/2022 21:36:01 - INFO - __main__ - global_steps 126100 loss: 0.28613328 04/12/2022 21:36:06 - INFO - __main__ - global_steps 126150 loss: 0.30313597 04/12/2022 21:36:10 - INFO - __main__ - global_steps 126200 loss: 0.30908660 04/12/2022 21:36:15 - INFO - __main__ - global_steps 126250 loss: 0.40607789 04/12/2022 21:36:20 - INFO - __main__ - global_steps 126300 loss: 0.31411649 04/12/2022 21:36:24 - INFO - __main__ - global_steps 126350 loss: 0.30587288 04/12/2022 21:36:29 - INFO - __main__ - global_steps 126400 loss: 0.30761194 04/12/2022 21:36:34 - INFO - __main__ - global_steps 126450 loss: 0.29394654 04/12/2022 21:36:38 - INFO - __main__ - global_steps 126500 loss: 0.36484025 04/12/2022 21:36:43 - INFO - __main__ - global_steps 126550 loss: 0.33991035 04/12/2022 21:36:47 - INFO - __main__ - global_steps 126600 loss: 0.35953810 04/12/2022 21:36:52 - INFO - __main__ - global_steps 126650 loss: 0.24524733 04/12/2022 21:36:57 - INFO - __main__ - global_steps 126700 loss: 0.32563824 04/12/2022 21:37:01 - INFO - __main__ - global_steps 126750 loss: 0.27760291 04/12/2022 21:37:06 - INFO - __main__ - global_steps 126800 loss: 0.31971684 04/12/2022 21:37:10 - INFO - __main__ - global_steps 126850 loss: 0.36705786 04/12/2022 21:37:15 - INFO - __main__ - global_steps 126900 loss: 0.27226060 04/12/2022 21:37:20 - INFO - __main__ - global_steps 126950 loss: 0.30814272 04/12/2022 21:37:24 - INFO - __main__ - global_steps 127000 loss: 0.37392352 04/12/2022 21:37:29 - INFO - __main__ - global_steps 127050 loss: 0.31927320 04/12/2022 21:37:34 - INFO - __main__ - global_steps 127100 loss: 0.26327700 04/12/2022 21:37:38 - INFO - __main__ - global_steps 127150 loss: 0.33417987 04/12/2022 21:37:43 - INFO - __main__ - global_steps 127200 loss: 0.38929829 04/12/2022 21:37:47 - INFO - __main__ - global_steps 127250 loss: 0.29075605 04/12/2022 21:37:52 - INFO - __main__ - global_steps 127300 loss: 0.31596474 04/12/2022 21:37:57 - INFO - __main__ - global_steps 127350 loss: 0.32123564 04/12/2022 21:38:01 - INFO - __main__ - global_steps 127400 loss: 0.32648745 04/12/2022 21:38:06 - INFO - __main__ - global_steps 127450 loss: 0.36117011 04/12/2022 21:38:11 - INFO - __main__ - global_steps 127500 loss: 0.33991637 04/12/2022 21:38:11 - INFO - __main__ - ********** Running evaluating ********** 04/12/2022 21:38:15 - INFO - __main__ - ########## val_ar_acc 0.6963855421686747 ########## 04/12/2022 21:38:20 - INFO - __main__ - ########## val_bg_acc 0.7301204819277108 ########## 04/12/2022 21:38:24 - INFO - __main__ - ########## val_de_acc 0.7437751004016064 ########## 04/12/2022 21:38:28 - INFO - __main__ - ########## val_el_acc 0.729718875502008 ########## 04/12/2022 21:38:32 - INFO - __main__ - ########## val_en_acc 0.8337349397590361 ########## 04/12/2022 21:38:37 - INFO - __main__ - ########## val_es_acc 0.7686746987951807 ########## 04/12/2022 21:38:41 - INFO - __main__ - ########## val_fr_acc 0.7650602409638554 ########## 04/12/2022 21:38:46 - INFO - __main__ - ########## val_hi_acc 0.6578313253012048 ########## 04/12/2022 21:38:50 - INFO - __main__ - ########## val_ru_acc 0.7120481927710843 ########## 04/12/2022 21:38:54 - INFO - __main__ - ########## val_sw_acc 0.6586345381526104 ########## 04/12/2022 21:38:59 - INFO - __main__ - ########## val_th_acc 0.672289156626506 ########## 04/12/2022 21:39:03 - INFO - __main__ - ########## val_tr_acc 0.691566265060241 ########## 04/12/2022 21:39:07 - INFO - __main__ - ########## val_ur_acc 0.6168674698795181 ########## 04/12/2022 21:39:12 - INFO - __main__ - ########## val_vi_acc 0.7120481927710843 ########## 04/12/2022 21:39:16 - INFO - __main__ - ########## val_zh_acc 0.7228915662650602 ########## 04/12/2022 21:39:25 - INFO - __main__ - ########## test_ar_acc 0.7025948103792415 ########## 04/12/2022 21:39:34 - INFO - __main__ - ########## test_bg_acc 0.7495009980039921 ########## 04/12/2022 21:39:43 - INFO - __main__ - ########## test_de_acc 0.7397205588822355 ########## 04/12/2022 21:39:53 - INFO - __main__ - ########## test_el_acc 0.7311377245508982 ########## 04/12/2022 21:40:02 - INFO - __main__ - ########## test_en_acc 0.831936127744511 ########## 04/12/2022 21:40:11 - INFO - __main__ - ########## test_es_acc 0.7772455089820359 ########## 04/12/2022 21:40:20 - INFO - __main__ - ########## test_fr_acc 0.7712574850299401 ########## 04/12/2022 21:40:30 - INFO - __main__ - ########## test_hi_acc 0.655688622754491 ########## 04/12/2022 21:40:39 - INFO - __main__ - ########## test_ru_acc 0.7311377245508982 ########## 04/12/2022 21:40:48 - INFO - __main__ - ########## test_sw_acc 0.6650698602794411 ########## 04/12/2022 21:40:57 - INFO - __main__ - ########## test_th_acc 0.6706586826347305 ########## 04/12/2022 21:41:06 - INFO - __main__ - ########## test_tr_acc 0.6980039920159681 ########## 04/12/2022 21:41:15 - INFO - __main__ - ########## test_ur_acc 0.6217564870259481 ########## 04/12/2022 21:41:25 - INFO - __main__ - ########## test_vi_acc 0.7223552894211577 ########## 04/12/2022 21:41:33 - INFO - __main__ - ########## test_zh_acc 0.7169660678642714 ########## 04/12/2022 21:41:33 - INFO - __main__ - val_ar_acc = 0.6963855421686747 04/12/2022 21:41:33 - INFO - __main__ - val_bg_acc = 0.7301204819277108 04/12/2022 21:41:33 - INFO - __main__ - val_de_acc = 0.7437751004016064 04/12/2022 21:41:33 - INFO - __main__ - val_el_acc = 0.729718875502008 04/12/2022 21:41:33 - INFO - __main__ - val_en_acc = 0.8337349397590361 04/12/2022 21:41:33 - INFO - __main__ - val_es_acc = 0.7686746987951807 04/12/2022 21:41:33 - INFO - __main__ - val_fr_acc = 0.7650602409638554 04/12/2022 21:41:33 - INFO - __main__ - val_hi_acc = 0.6578313253012048 04/12/2022 21:41:33 - INFO - __main__ - val_ru_acc = 0.7120481927710843 04/12/2022 21:41:33 - INFO - __main__ - val_sw_acc = 0.6586345381526104 04/12/2022 21:41:33 - INFO - __main__ - val_th_acc = 0.672289156626506 04/12/2022 21:41:33 - INFO - __main__ - val_tr_acc = 0.691566265060241 04/12/2022 21:41:33 - INFO - __main__ - val_ur_acc = 0.6168674698795181 04/12/2022 21:41:33 - INFO - __main__ - val_vi_acc = 0.7120481927710843 04/12/2022 21:41:33 - INFO - __main__ - val_zh_acc = 0.7228915662650602 04/12/2022 21:41:33 - INFO - __main__ - val_avg_acc = 0.7141097724230253 04/12/2022 21:41:33 - INFO - __main__ - test_ar_acc = 0.7025948103792415 04/12/2022 21:41:33 - INFO - __main__ - test_bg_acc = 0.7495009980039921 04/12/2022 21:41:33 - INFO - __main__ - test_de_acc = 0.7397205588822355 04/12/2022 21:41:33 - INFO - __main__ - test_el_acc = 0.7311377245508982 04/12/2022 21:41:33 - INFO - __main__ - test_en_acc = 0.831936127744511 04/12/2022 21:41:33 - INFO - __main__ - test_es_acc = 0.7772455089820359 04/12/2022 21:41:33 - INFO - __main__ - test_fr_acc = 0.7712574850299401 04/12/2022 21:41:33 - INFO - __main__ - test_hi_acc = 0.655688622754491 04/12/2022 21:41:33 - INFO - __main__ - test_ru_acc = 0.7311377245508982 04/12/2022 21:41:33 - INFO - __main__ - test_sw_acc = 0.6650698602794411 04/12/2022 21:41:33 - INFO - __main__ - test_th_acc = 0.6706586826347305 04/12/2022 21:41:33 - INFO - __main__ - test_tr_acc = 0.6980039920159681 04/12/2022 21:41:33 - INFO - __main__ - test_ur_acc = 0.6217564870259481 04/12/2022 21:41:33 - INFO - __main__ - test_vi_acc = 0.7223552894211577 04/12/2022 21:41:33 - INFO - __main__ - test_zh_acc = 0.7169660678642714 04/12/2022 21:41:33 - INFO - __main__ - test_avg_acc = 0.7190019960079841 04/12/2022 21:41:35 - INFO - utils - remove old ckpt: xnli_right_avg_new/ckpt/step-127500-test_avg_acc-0.7190019960079841-val_avg_acc-0.7141097724230253 04/12/2022 21:41:35 - INFO - __main__ - ********** Evaluating Done ********** 04/12/2022 21:41:39 - INFO - __main__ - global_steps 127550 loss: 0.31433369 04/12/2022 21:41:44 - INFO - __main__ - global_steps 127600 loss: 0.26217064 04/12/2022 21:41:49 - INFO - __main__ - global_steps 127650 loss: 0.31230900 04/12/2022 21:41:53 - INFO - __main__ - global_steps 127700 loss: 0.37471078 04/12/2022 21:41:58 - INFO - __main__ - global_steps 127750 loss: 0.27981091 04/12/2022 21:42:03 - INFO - __main__ - global_steps 127800 loss: 0.32242271 04/12/2022 21:42:07 - INFO - __main__ - global_steps 127850 loss: 0.36148593 04/12/2022 21:42:12 - INFO - __main__ - global_steps 127900 loss: 0.34538297 04/12/2022 21:42:16 - INFO - __main__ - global_steps 127950 loss: 0.35122430 04/12/2022 21:42:21 - INFO - __main__ - global_steps 128000 loss: 0.36651761 04/12/2022 21:42:25 - INFO - __main__ - global_steps 128050 loss: 0.31787942 04/12/2022 21:42:30 - INFO - __main__ - global_steps 128100 loss: 0.29627738 04/12/2022 21:42:35 - INFO - __main__ - global_steps 128150 loss: 0.27550567 04/12/2022 21:42:39 - INFO - __main__ - global_steps 128200 loss: 0.35062032 04/12/2022 21:42:44 - INFO - __main__ - global_steps 128250 loss: 0.30293662 04/12/2022 21:42:49 - INFO - __main__ - global_steps 128300 loss: 0.30144445 04/12/2022 21:42:53 - INFO - __main__ - global_steps 128350 loss: 0.33585966 04/12/2022 21:42:58 - INFO - __main__ - global_steps 128400 loss: 0.34043333 04/12/2022 21:43:02 - INFO - __main__ - global_steps 128450 loss: 0.30651525 04/12/2022 21:43:07 - INFO - __main__ - global_steps 128500 loss: 0.30873963 04/12/2022 21:43:12 - INFO - __main__ - global_steps 128550 loss: 0.26061826 04/12/2022 21:43:16 - INFO - __main__ - global_steps 128600 loss: 0.31466959 04/12/2022 21:43:21 - INFO - __main__ - global_steps 128650 loss: 0.21488544 04/12/2022 21:43:25 - INFO - __main__ - global_steps 128700 loss: 0.25441058 04/12/2022 21:43:30 - INFO - __main__ - global_steps 128750 loss: 0.27328871 04/12/2022 21:43:35 - INFO - __main__ - global_steps 128800 loss: 0.30985840 04/12/2022 21:43:39 - INFO - __main__ - global_steps 128850 loss: 0.34117435 04/12/2022 21:43:44 - INFO - __main__ - global_steps 128900 loss: 0.25894086 04/12/2022 21:43:49 - INFO - __main__ - global_steps 128950 loss: 0.31056438 04/12/2022 21:43:53 - INFO - __main__ - global_steps 129000 loss: 0.30491172 04/12/2022 21:43:58 - INFO - __main__ - global_steps 129050 loss: 0.31474180 04/12/2022 21:44:02 - INFO - __main__ - global_steps 129100 loss: 0.33392397 04/12/2022 21:44:07 - INFO - __main__ - global_steps 129150 loss: 0.31614105 04/12/2022 21:44:12 - INFO - __main__ - global_steps 129200 loss: 0.40212544 04/12/2022 21:44:16 - INFO - __main__ - global_steps 129250 loss: 0.33839657 04/12/2022 21:44:21 - INFO - __main__ - global_steps 129300 loss: 0.28669331 04/12/2022 21:44:25 - INFO - __main__ - global_steps 129350 loss: 0.36084373 04/12/2022 21:44:30 - INFO - __main__ - global_steps 129400 loss: 0.34305723 04/12/2022 21:44:35 - INFO - __main__ - global_steps 129450 loss: 0.27301161 04/12/2022 21:44:39 - INFO - __main__ - global_steps 129500 loss: 0.34406543 04/12/2022 21:44:44 - INFO - __main__ - global_steps 129550 loss: 0.36563122 04/12/2022 21:44:49 - INFO - __main__ - global_steps 129600 loss: 0.31921584 04/12/2022 21:44:53 - INFO - __main__ - global_steps 129650 loss: 0.26783470 04/12/2022 21:44:58 - INFO - __main__ - global_steps 129700 loss: 0.30689535 04/12/2022 21:45:02 - INFO - __main__ - global_steps 129750 loss: 0.26205296 04/12/2022 21:45:07 - INFO - __main__ - global_steps 129800 loss: 0.33128866 04/12/2022 21:45:11 - INFO - __main__ - global_steps 129850 loss: 0.35355295 04/12/2022 21:45:16 - INFO - __main__ - global_steps 129900 loss: 0.35944110 04/12/2022 21:45:21 - INFO - __main__ - global_steps 129950 loss: 0.31372329 04/12/2022 21:45:25 - INFO - __main__ - global_steps 130000 loss: 0.30903159 04/12/2022 21:45:25 - INFO - __main__ - ********** Running evaluating ********** 04/12/2022 21:45:30 - INFO - __main__ - ########## val_ar_acc 0.7140562248995984 ########## 04/12/2022 21:45:34 - INFO - __main__ - ########## val_bg_acc 0.7546184738955823 ########## 04/12/2022 21:45:39 - INFO - __main__ - ########## val_de_acc 0.7630522088353414 ########## 04/12/2022 21:45:43 - INFO - __main__ - ########## val_el_acc 0.7465863453815261 ########## 04/12/2022 21:45:48 - INFO - __main__ - ########## val_en_acc 0.8453815261044176 ########## 04/12/2022 21:45:53 - INFO - __main__ - ########## val_es_acc 0.7843373493975904 ########## 04/12/2022 21:45:57 - INFO - __main__ - ########## val_fr_acc 0.7746987951807229 ########## 04/12/2022 21:46:02 - INFO - __main__ - ########## val_hi_acc 0.6710843373493975 ########## 04/12/2022 21:46:07 - INFO - __main__ - ########## val_ru_acc 0.7369477911646586 ########## 04/12/2022 21:46:11 - INFO - __main__ - ########## val_sw_acc 0.6642570281124498 ########## 04/12/2022 21:46:15 - INFO - __main__ - ########## val_th_acc 0.689156626506024 ########## 04/12/2022 21:46:20 - INFO - __main__ - ########## val_tr_acc 0.7076305220883534 ########## 04/12/2022 21:46:24 - INFO - __main__ - ########## val_ur_acc 0.6317269076305221 ########## 04/12/2022 21:46:29 - INFO - __main__ - ########## val_vi_acc 0.736144578313253 ########## 04/12/2022 21:46:33 - INFO - __main__ - ########## val_zh_acc 0.7373493975903614 ########## 04/12/2022 21:46:42 - INFO - __main__ - ########## test_ar_acc 0.7197604790419162 ########## 04/12/2022 21:46:52 - INFO - __main__ - ########## test_bg_acc 0.769061876247505 ########## 04/12/2022 21:47:01 - INFO - __main__ - ########## test_de_acc 0.7600798403193613 ########## 04/12/2022 21:47:10 - INFO - __main__ - ########## test_el_acc 0.7550898203592814 ########## 04/12/2022 21:47:19 - INFO - __main__ - ########## test_en_acc 0.8441117764471058 ########## 04/12/2022 21:47:28 - INFO - __main__ - ########## test_es_acc 0.7920159680638723 ########## 04/12/2022 21:47:38 - INFO - __main__ - ########## test_fr_acc 0.7860279441117765 ########## 04/12/2022 21:47:47 - INFO - __main__ - ########## test_hi_acc 0.675249500998004 ########## 04/12/2022 21:47:57 - INFO - __main__ - ########## test_ru_acc 0.7514970059880239 ########## 04/12/2022 21:48:06 - INFO - __main__ - ########## test_sw_acc 0.687624750499002 ########## 04/12/2022 21:48:14 - INFO - __main__ - ########## test_th_acc 0.692814371257485 ########## 04/12/2022 21:48:23 - INFO - __main__ - ########## test_tr_acc 0.7073852295409182 ########## 04/12/2022 21:48:32 - INFO - __main__ - ########## test_ur_acc 0.63812375249501 ########## 04/12/2022 21:48:41 - INFO - __main__ - ########## test_vi_acc 0.7405189620758483 ########## 04/12/2022 21:48:50 - INFO - __main__ - ########## test_zh_acc 0.7353293413173653 ########## 04/12/2022 21:48:50 - INFO - __main__ - val_ar_acc = 0.7140562248995984 04/12/2022 21:48:50 - INFO - __main__ - val_bg_acc = 0.7546184738955823 04/12/2022 21:48:50 - INFO - __main__ - val_de_acc = 0.7630522088353414 04/12/2022 21:48:50 - INFO - __main__ - val_el_acc = 0.7465863453815261 04/12/2022 21:48:50 - INFO - __main__ - val_en_acc = 0.8453815261044176 04/12/2022 21:48:50 - INFO - __main__ - val_es_acc = 0.7843373493975904 04/12/2022 21:48:50 - INFO - __main__ - val_fr_acc = 0.7746987951807229 04/12/2022 21:48:50 - INFO - __main__ - val_hi_acc = 0.6710843373493975 04/12/2022 21:48:50 - INFO - __main__ - val_ru_acc = 0.7369477911646586 04/12/2022 21:48:50 - INFO - __main__ - val_sw_acc = 0.6642570281124498 04/12/2022 21:48:50 - INFO - __main__ - val_th_acc = 0.689156626506024 04/12/2022 21:48:50 - INFO - __main__ - val_tr_acc = 0.7076305220883534 04/12/2022 21:48:50 - INFO - __main__ - val_ur_acc = 0.6317269076305221 04/12/2022 21:48:50 - INFO - __main__ - val_vi_acc = 0.736144578313253 04/12/2022 21:48:50 - INFO - __main__ - val_zh_acc = 0.7373493975903614 04/12/2022 21:48:50 - INFO - __main__ - val_avg_acc = 0.7304685408299867 04/12/2022 21:48:50 - INFO - __main__ - test_ar_acc = 0.7197604790419162 04/12/2022 21:48:50 - INFO - __main__ - test_bg_acc = 0.769061876247505 04/12/2022 21:48:50 - INFO - __main__ - test_de_acc = 0.7600798403193613 04/12/2022 21:48:50 - INFO - __main__ - test_el_acc = 0.7550898203592814 04/12/2022 21:48:50 - INFO - __main__ - test_en_acc = 0.8441117764471058 04/12/2022 21:48:50 - INFO - __main__ - test_es_acc = 0.7920159680638723 04/12/2022 21:48:50 - INFO - __main__ - test_fr_acc = 0.7860279441117765 04/12/2022 21:48:50 - INFO - __main__ - test_hi_acc = 0.675249500998004 04/12/2022 21:48:50 - INFO - __main__ - test_ru_acc = 0.7514970059880239 04/12/2022 21:48:50 - INFO - __main__ - test_sw_acc = 0.687624750499002 04/12/2022 21:48:50 - INFO - __main__ - test_th_acc = 0.692814371257485 04/12/2022 21:48:50 - INFO - __main__ - test_tr_acc = 0.7073852295409182 04/12/2022 21:48:50 - INFO - __main__ - test_ur_acc = 0.63812375249501 04/12/2022 21:48:50 - INFO - __main__ - test_vi_acc = 0.7405189620758483 04/12/2022 21:48:50 - INFO - __main__ - test_zh_acc = 0.7353293413173653 04/12/2022 21:48:50 - INFO - __main__ - test_avg_acc = 0.736979374584165 04/12/2022 21:48:51 - INFO - utils - remove old ckpt: xnli_right_avg_new/ckpt/step-47500-test_avg_acc-0.7333865602129076-val_avg_acc-0.7281392235609102 04/12/2022 21:48:51 - INFO - __main__ - ********** Evaluating Done ********** 04/12/2022 21:48:56 - INFO - __main__ - global_steps 130050 loss: 0.30330030 04/12/2022 21:49:00 - INFO - __main__ - global_steps 130100 loss: 0.28162693 04/12/2022 21:49:05 - INFO - __main__ - global_steps 130150 loss: 0.34537415 04/12/2022 21:49:10 - INFO - __main__ - global_steps 130200 loss: 0.25706147 04/12/2022 21:49:14 - INFO - __main__ - global_steps 130250 loss: 0.29231971 04/12/2022 21:49:19 - INFO - __main__ - global_steps 130300 loss: 0.26926984 04/12/2022 21:49:23 - INFO - __main__ - global_steps 130350 loss: 0.30769824 04/12/2022 21:49:28 - INFO - __main__ - global_steps 130400 loss: 0.33152934 04/12/2022 21:49:33 - INFO - __main__ - global_steps 130450 loss: 0.29818691 04/12/2022 21:49:37 - INFO - __main__ - global_steps 130500 loss: 0.35124778 04/12/2022 21:49:42 - INFO - __main__ - global_steps 130550 loss: 0.35207845 04/12/2022 21:49:46 - INFO - __main__ - global_steps 130600 loss: 0.26123027 04/12/2022 21:49:51 - INFO - __main__ - global_steps 130650 loss: 0.36565492 04/12/2022 21:49:56 - INFO - __main__ - global_steps 130700 loss: 0.27051537 04/12/2022 21:50:00 - INFO - __main__ - global_steps 130750 loss: 0.25248007 04/12/2022 21:50:05 - INFO - __main__ - global_steps 130800 loss: 0.34544881 04/12/2022 21:50:09 - INFO - __main__ - global_steps 130850 loss: 0.34016841 04/12/2022 21:50:14 - INFO - __main__ - global_steps 130900 loss: 0.26383146 04/12/2022 21:50:18 - INFO - __main__ - global_steps 130950 loss: 0.26915102 04/12/2022 21:50:22 - INFO - __main__ - global_steps 131000 loss: 0.36283326 04/12/2022 21:50:27 - INFO - __main__ - global_steps 131050 loss: 0.30002076 04/12/2022 21:50:32 - INFO - __main__ - global_steps 131100 loss: 0.28125658 04/12/2022 21:50:36 - INFO - __main__ - global_steps 131150 loss: 0.33434198 04/12/2022 21:50:41 - INFO - __main__ - global_steps 131200 loss: 0.30362982 04/12/2022 21:50:46 - INFO - __main__ - global_steps 131250 loss: 0.32343590 04/12/2022 21:50:50 - INFO - __main__ - global_steps 131300 loss: 0.27091559 04/12/2022 21:50:55 - INFO - __main__ - global_steps 131350 loss: 0.27884594 04/12/2022 21:50:59 - INFO - __main__ - global_steps 131400 loss: 0.34037319 04/12/2022 21:51:04 - INFO - __main__ - global_steps 131450 loss: 0.32933690 04/12/2022 21:51:09 - INFO - __main__ - global_steps 131500 loss: 0.30447046 04/12/2022 21:51:14 - INFO - __main__ - global_steps 131550 loss: 0.29259319 04/12/2022 21:51:19 - INFO - __main__ - global_steps 131600 loss: 0.23334115 04/12/2022 21:51:24 - INFO - __main__ - global_steps 131650 loss: 0.33419623 04/12/2022 21:51:28 - INFO - __main__ - global_steps 131700 loss: 0.37673788 04/12/2022 21:51:33 - INFO - __main__ - global_steps 131750 loss: 0.27106219 04/12/2022 21:51:38 - INFO - __main__ - global_steps 131800 loss: 0.38123477 04/12/2022 21:51:42 - INFO - __main__ - global_steps 131850 loss: 0.34481505 04/12/2022 21:51:47 - INFO - __main__ - global_steps 131900 loss: 0.27241196 04/12/2022 21:51:52 - INFO - __main__ - global_steps 131950 loss: 0.27321639 04/12/2022 21:51:57 - INFO - __main__ - global_steps 132000 loss: 0.34284788 04/12/2022 21:52:02 - INFO - __main__ - global_steps 132050 loss: 0.37710752 04/12/2022 21:52:07 - INFO - __main__ - global_steps 132100 loss: 0.31125127 04/12/2022 21:52:12 - INFO - __main__ - global_steps 132150 loss: 0.30294031 04/12/2022 21:52:16 - INFO - __main__ - global_steps 132200 loss: 0.28911258 04/12/2022 21:52:21 - INFO - __main__ - global_steps 132250 loss: 0.33842474 04/12/2022 21:52:26 - INFO - __main__ - global_steps 132300 loss: 0.28732475 04/12/2022 21:52:30 - INFO - __main__ - global_steps 132350 loss: 0.36690909 04/12/2022 21:52:35 - INFO - __main__ - global_steps 132400 loss: 0.29793230 04/12/2022 21:52:39 - INFO - __main__ - global_steps 132450 loss: 0.35329779 04/12/2022 21:52:44 - INFO - __main__ - global_steps 132500 loss: 0.36822777 04/12/2022 21:52:44 - INFO - __main__ - ********** Running evaluating ********** 04/12/2022 21:52:48 - INFO - __main__ - ########## val_ar_acc 0.6887550200803213 ########## 04/12/2022 21:52:53 - INFO - __main__ - ########## val_bg_acc 0.7289156626506024 ########## 04/12/2022 21:52:57 - INFO - __main__ - ########## val_de_acc 0.742570281124498 ########## 04/12/2022 21:53:02 - INFO - __main__ - ########## val_el_acc 0.7253012048192771 ########## 04/12/2022 21:53:06 - INFO - __main__ - ########## val_en_acc 0.8301204819277108 ########## 04/12/2022 21:53:11 - INFO - __main__ - ########## val_es_acc 0.7646586345381526 ########## 04/12/2022 21:53:16 - INFO - __main__ - ########## val_fr_acc 0.7630522088353414 ########## 04/12/2022 21:53:20 - INFO - __main__ - ########## val_hi_acc 0.6546184738955824 ########## 04/12/2022 21:53:25 - INFO - __main__ - ########## val_ru_acc 0.7208835341365462 ########## 04/12/2022 21:53:29 - INFO - __main__ - ########## val_sw_acc 0.6546184738955824 ########## 04/12/2022 21:53:34 - INFO - __main__ - ########## val_th_acc 0.6674698795180722 ########## 04/12/2022 21:53:38 - INFO - __main__ - ########## val_tr_acc 0.6899598393574298 ########## 04/12/2022 21:53:43 - INFO - __main__ - ########## val_ur_acc 0.6088353413654618 ########## 04/12/2022 21:53:47 - INFO - __main__ - ########## val_vi_acc 0.714859437751004 ########## 04/12/2022 21:53:52 - INFO - __main__ - ########## val_zh_acc 0.7136546184738956 ########## 04/12/2022 21:54:00 - INFO - __main__ - ########## test_ar_acc 0.7013972055888223 ########## 04/12/2022 21:54:09 - INFO - __main__ - ########## test_bg_acc 0.7536926147704591 ########## 04/12/2022 21:54:18 - INFO - __main__ - ########## test_de_acc 0.7411177644710579 ########## 04/12/2022 21:54:27 - INFO - __main__ - ########## test_el_acc 0.7297405189620758 ########## 04/12/2022 21:54:35 - INFO - __main__ - ########## test_en_acc 0.8343313373253493 ########## 04/12/2022 21:54:44 - INFO - __main__ - ########## test_es_acc 0.7738522954091817 ########## 04/12/2022 21:54:53 - INFO - __main__ - ########## test_fr_acc 0.7674650698602794 ########## 04/12/2022 21:55:03 - INFO - __main__ - ########## test_hi_acc 0.6554890219560878 ########## 04/12/2022 21:55:13 - INFO - __main__ - ########## test_ru_acc 0.730938123752495 ########## 04/12/2022 21:55:21 - INFO - __main__ - ########## test_sw_acc 0.6612774451097805 ########## 04/12/2022 21:55:30 - INFO - __main__ - ########## test_th_acc 0.6646706586826348 ########## 04/12/2022 21:55:39 - INFO - __main__ - ########## test_tr_acc 0.6850299401197605 ########## 04/12/2022 21:55:49 - INFO - __main__ - ########## test_ur_acc 0.61437125748503 ########## 04/12/2022 21:55:58 - INFO - __main__ - ########## test_vi_acc 0.7191616766467066 ########## 04/12/2022 21:56:07 - INFO - __main__ - ########## test_zh_acc 0.7111776447105789 ########## 04/12/2022 21:56:07 - INFO - __main__ - val_ar_acc = 0.6887550200803213 04/12/2022 21:56:07 - INFO - __main__ - val_bg_acc = 0.7289156626506024 04/12/2022 21:56:07 - INFO - __main__ - val_de_acc = 0.742570281124498 04/12/2022 21:56:07 - INFO - __main__ - val_el_acc = 0.7253012048192771 04/12/2022 21:56:07 - INFO - __main__ - val_en_acc = 0.8301204819277108 04/12/2022 21:56:07 - INFO - __main__ - val_es_acc = 0.7646586345381526 04/12/2022 21:56:07 - INFO - __main__ - val_fr_acc = 0.7630522088353414 04/12/2022 21:56:07 - INFO - __main__ - val_hi_acc = 0.6546184738955824 04/12/2022 21:56:07 - INFO - __main__ - val_ru_acc = 0.7208835341365462 04/12/2022 21:56:07 - INFO - __main__ - val_sw_acc = 0.6546184738955824 04/12/2022 21:56:07 - INFO - __main__ - val_th_acc = 0.6674698795180722 04/12/2022 21:56:07 - INFO - __main__ - val_tr_acc = 0.6899598393574298 04/12/2022 21:56:07 - INFO - __main__ - val_ur_acc = 0.6088353413654618 04/12/2022 21:56:07 - INFO - __main__ - val_vi_acc = 0.714859437751004 04/12/2022 21:56:07 - INFO - __main__ - val_zh_acc = 0.7136546184738956 04/12/2022 21:56:07 - INFO - __main__ - val_avg_acc = 0.7112182061579653 04/12/2022 21:56:07 - INFO - __main__ - test_ar_acc = 0.7013972055888223 04/12/2022 21:56:07 - INFO - __main__ - test_bg_acc = 0.7536926147704591 04/12/2022 21:56:07 - INFO - __main__ - test_de_acc = 0.7411177644710579 04/12/2022 21:56:07 - INFO - __main__ - test_el_acc = 0.7297405189620758 04/12/2022 21:56:07 - INFO - __main__ - test_en_acc = 0.8343313373253493 04/12/2022 21:56:07 - INFO - __main__ - test_es_acc = 0.7738522954091817 04/12/2022 21:56:07 - INFO - __main__ - test_fr_acc = 0.7674650698602794 04/12/2022 21:56:07 - INFO - __main__ - test_hi_acc = 0.6554890219560878 04/12/2022 21:56:07 - INFO - __main__ - test_ru_acc = 0.730938123752495 04/12/2022 21:56:07 - INFO - __main__ - test_sw_acc = 0.6612774451097805 04/12/2022 21:56:07 - INFO - __main__ - test_th_acc = 0.6646706586826348 04/12/2022 21:56:07 - INFO - __main__ - test_tr_acc = 0.6850299401197605 04/12/2022 21:56:07 - INFO - __main__ - test_ur_acc = 0.61437125748503 04/12/2022 21:56:07 - INFO - __main__ - test_vi_acc = 0.7191616766467066 04/12/2022 21:56:07 - INFO - __main__ - test_zh_acc = 0.7111776447105789 04/12/2022 21:56:07 - INFO - __main__ - test_avg_acc = 0.7162475049900199 04/12/2022 21:56:08 - INFO - utils - remove old ckpt: xnli_right_avg_new/ckpt/step-132500-test_avg_acc-0.7162475049900199-val_avg_acc-0.7112182061579653 04/12/2022 21:56:08 - INFO - __main__ - ********** Evaluating Done ********** 04/12/2022 21:56:13 - INFO - __main__ - global_steps 132550 loss: 0.27639280 04/12/2022 21:56:17 - INFO - __main__ - global_steps 132600 loss: 0.30515111 04/12/2022 21:56:22 - INFO - __main__ - global_steps 132650 loss: 0.29421913 04/12/2022 21:56:27 - INFO - __main__ - global_steps 132700 loss: 0.30260904 04/12/2022 21:56:31 - INFO - __main__ - global_steps 132750 loss: 0.30737895 04/12/2022 21:56:36 - INFO - __main__ - global_steps 132800 loss: 0.34792961 04/12/2022 21:56:40 - INFO - __main__ - global_steps 132850 loss: 0.29360346 04/12/2022 21:56:45 - INFO - __main__ - global_steps 132900 loss: 0.25239785 04/12/2022 21:56:50 - INFO - __main__ - global_steps 132950 loss: 0.29338623 04/12/2022 21:56:54 - INFO - __main__ - global_steps 133000 loss: 0.30146045 04/12/2022 21:56:59 - INFO - __main__ - global_steps 133050 loss: 0.31004246 04/12/2022 21:57:03 - INFO - __main__ - global_steps 133100 loss: 0.27276928 04/12/2022 21:57:08 - INFO - __main__ - global_steps 133150 loss: 0.27528678 04/12/2022 21:57:13 - INFO - __main__ - global_steps 133200 loss: 0.28248118 04/12/2022 21:57:17 - INFO - __main__ - global_steps 133250 loss: 0.26421673 04/12/2022 21:57:22 - INFO - __main__ - global_steps 133300 loss: 0.31218947 04/12/2022 21:57:26 - INFO - __main__ - global_steps 133350 loss: 0.28422546 04/12/2022 21:57:31 - INFO - __main__ - global_steps 133400 loss: 0.33009734 04/12/2022 21:57:36 - INFO - __main__ - global_steps 133450 loss: 0.32046499 04/12/2022 21:57:40 - INFO - __main__ - global_steps 133500 loss: 0.28821376 04/12/2022 21:57:45 - INFO - __main__ - global_steps 133550 loss: 0.28407530 04/12/2022 21:57:50 - INFO - __main__ - global_steps 133600 loss: 0.34516956 04/12/2022 21:57:54 - INFO - __main__ - global_steps 133650 loss: 0.28685091 04/12/2022 21:57:59 - INFO - __main__ - global_steps 133700 loss: 0.31569959 04/12/2022 21:58:03 - INFO - __main__ - global_steps 133750 loss: 0.38385935 04/12/2022 21:58:08 - INFO - __main__ - global_steps 133800 loss: 0.33494203 04/12/2022 21:58:13 - INFO - __main__ - global_steps 133850 loss: 0.29742763 04/12/2022 21:58:17 - INFO - __main__ - global_steps 133900 loss: 0.26856732 04/12/2022 21:58:22 - INFO - __main__ - global_steps 133950 loss: 0.31996980 04/12/2022 21:58:26 - INFO - __main__ - global_steps 134000 loss: 0.29805142 04/12/2022 21:58:31 - INFO - __main__ - global_steps 134050 loss: 0.38091920 04/12/2022 21:58:36 - INFO - __main__ - global_steps 134100 loss: 0.32278457 04/12/2022 21:58:40 - INFO - __main__ - global_steps 134150 loss: 0.34786263 04/12/2022 21:58:45 - INFO - __main__ - global_steps 134200 loss: 0.37170093 04/12/2022 21:58:50 - INFO - __main__ - global_steps 134250 loss: 0.33581155 04/12/2022 21:58:54 - INFO - __main__ - global_steps 134300 loss: 0.30665255 04/12/2022 21:58:59 - INFO - __main__ - global_steps 134350 loss: 0.32756340 04/12/2022 21:59:04 - INFO - __main__ - global_steps 134400 loss: 0.28289798 04/12/2022 21:59:08 - INFO - __main__ - global_steps 134450 loss: 0.28939514 04/12/2022 21:59:13 - INFO - __main__ - global_steps 134500 loss: 0.34754547 04/12/2022 21:59:17 - INFO - __main__ - global_steps 134550 loss: 0.38219511 04/12/2022 21:59:22 - INFO - __main__ - global_steps 134600 loss: 0.25965573 04/12/2022 21:59:27 - INFO - __main__ - global_steps 134650 loss: 0.31148275 04/12/2022 21:59:31 - INFO - __main__ - global_steps 134700 loss: 0.29734506 04/12/2022 21:59:36 - INFO - __main__ - global_steps 134750 loss: 0.35709408 04/12/2022 21:59:41 - INFO - __main__ - global_steps 134800 loss: 0.31273920 04/12/2022 21:59:45 - INFO - __main__ - global_steps 134850 loss: 0.32073903 04/12/2022 21:59:50 - INFO - __main__ - global_steps 134900 loss: 0.30037893 04/12/2022 21:59:54 - INFO - __main__ - global_steps 134950 loss: 0.26110754 04/12/2022 21:59:59 - INFO - __main__ - global_steps 135000 loss: 0.32066286 04/12/2022 21:59:59 - INFO - __main__ - ********** Running evaluating ********** 04/12/2022 22:00:03 - INFO - __main__ - ########## val_ar_acc 0.6642570281124498 ########## 04/12/2022 22:00:08 - INFO - __main__ - ########## val_bg_acc 0.7068273092369478 ########## 04/12/2022 22:00:12 - INFO - __main__ - ########## val_de_acc 0.7016064257028113 ########## 04/12/2022 22:00:17 - INFO - __main__ - ########## val_el_acc 0.6951807228915663 ########## 04/12/2022 22:00:21 - INFO - __main__ - ########## val_en_acc 0.8152610441767069 ########## 04/12/2022 22:00:26 - INFO - __main__ - ########## val_es_acc 0.7385542168674699 ########## 04/12/2022 22:00:30 - INFO - __main__ - ########## val_fr_acc 0.7329317269076305 ########## 04/12/2022 22:00:35 - INFO - __main__ - ########## val_hi_acc 0.6200803212851406 ########## 04/12/2022 22:00:40 - INFO - __main__ - ########## val_ru_acc 0.691566265060241 ########## 04/12/2022 22:00:44 - INFO - __main__ - ########## val_sw_acc 0.6236947791164659 ########## 04/12/2022 22:00:48 - INFO - __main__ - ########## val_th_acc 0.6437751004016065 ########## 04/12/2022 22:00:53 - INFO - __main__ - ########## val_tr_acc 0.6598393574297189 ########## 04/12/2022 22:00:57 - INFO - __main__ - ########## val_ur_acc 0.5783132530120482 ########## 04/12/2022 22:01:02 - INFO - __main__ - ########## val_vi_acc 0.6895582329317269 ########## 04/12/2022 22:01:06 - INFO - __main__ - ########## val_zh_acc 0.6883534136546184 ########## 04/12/2022 22:01:15 - INFO - __main__ - ########## test_ar_acc 0.6698602794411178 ########## 04/12/2022 22:01:25 - INFO - __main__ - ########## test_bg_acc 0.7191616766467066 ########## 04/12/2022 22:01:34 - INFO - __main__ - ########## test_de_acc 0.7117764471057885 ########## 04/12/2022 22:01:43 - INFO - __main__ - ########## test_el_acc 0.6988023952095809 ########## 04/12/2022 22:01:52 - INFO - __main__ - ########## test_en_acc 0.8151696606786427 ########## 04/12/2022 22:02:01 - INFO - __main__ - ########## test_es_acc 0.7399201596806387 ########## 04/12/2022 22:02:11 - INFO - __main__ - ########## test_fr_acc 0.744311377245509 ########## 04/12/2022 22:02:20 - INFO - __main__ - ########## test_hi_acc 0.6305389221556886 ########## 04/12/2022 22:02:30 - INFO - __main__ - ########## test_ru_acc 0.7035928143712575 ########## 04/12/2022 22:02:39 - INFO - __main__ - ########## test_sw_acc 0.6325349301397205 ########## 04/12/2022 22:02:47 - INFO - __main__ - ########## test_th_acc 0.6399201596806388 ########## 04/12/2022 22:02:56 - INFO - __main__ - ########## test_tr_acc 0.6632734530938124 ########## 04/12/2022 22:03:06 - INFO - __main__ - ########## test_ur_acc 0.5844311377245509 ########## 04/12/2022 22:03:15 - INFO - __main__ - ########## test_vi_acc 0.6906187624750499 ########## 04/12/2022 22:03:24 - INFO - __main__ - ########## test_zh_acc 0.6832335329341317 ########## 04/12/2022 22:03:24 - INFO - __main__ - val_ar_acc = 0.6642570281124498 04/12/2022 22:03:24 - INFO - __main__ - val_bg_acc = 0.7068273092369478 04/12/2022 22:03:24 - INFO - __main__ - val_de_acc = 0.7016064257028113 04/12/2022 22:03:24 - INFO - __main__ - val_el_acc = 0.6951807228915663 04/12/2022 22:03:24 - INFO - __main__ - val_en_acc = 0.8152610441767069 04/12/2022 22:03:24 - INFO - __main__ - val_es_acc = 0.7385542168674699 04/12/2022 22:03:24 - INFO - __main__ - val_fr_acc = 0.7329317269076305 04/12/2022 22:03:24 - INFO - __main__ - val_hi_acc = 0.6200803212851406 04/12/2022 22:03:24 - INFO - __main__ - val_ru_acc = 0.691566265060241 04/12/2022 22:03:24 - INFO - __main__ - val_sw_acc = 0.6236947791164659 04/12/2022 22:03:24 - INFO - __main__ - val_th_acc = 0.6437751004016065 04/12/2022 22:03:24 - INFO - __main__ - val_tr_acc = 0.6598393574297189 04/12/2022 22:03:24 - INFO - __main__ - val_ur_acc = 0.5783132530120482 04/12/2022 22:03:24 - INFO - __main__ - val_vi_acc = 0.6895582329317269 04/12/2022 22:03:24 - INFO - __main__ - val_zh_acc = 0.6883534136546184 04/12/2022 22:03:24 - INFO - __main__ - val_avg_acc = 0.6833199464524767 04/12/2022 22:03:24 - INFO - __main__ - test_ar_acc = 0.6698602794411178 04/12/2022 22:03:24 - INFO - __main__ - test_bg_acc = 0.7191616766467066 04/12/2022 22:03:24 - INFO - __main__ - test_de_acc = 0.7117764471057885 04/12/2022 22:03:24 - INFO - __main__ - test_el_acc = 0.6988023952095809 04/12/2022 22:03:24 - INFO - __main__ - test_en_acc = 0.8151696606786427 04/12/2022 22:03:24 - INFO - __main__ - test_es_acc = 0.7399201596806387 04/12/2022 22:03:24 - INFO - __main__ - test_fr_acc = 0.744311377245509 04/12/2022 22:03:24 - INFO - __main__ - test_hi_acc = 0.6305389221556886 04/12/2022 22:03:24 - INFO - __main__ - test_ru_acc = 0.7035928143712575 04/12/2022 22:03:24 - INFO - __main__ - test_sw_acc = 0.6325349301397205 04/12/2022 22:03:24 - INFO - __main__ - test_th_acc = 0.6399201596806388 04/12/2022 22:03:24 - INFO - __main__ - test_tr_acc = 0.6632734530938124 04/12/2022 22:03:24 - INFO - __main__ - test_ur_acc = 0.5844311377245509 04/12/2022 22:03:24 - INFO - __main__ - test_vi_acc = 0.6906187624750499 04/12/2022 22:03:24 - INFO - __main__ - test_zh_acc = 0.6832335329341317 04/12/2022 22:03:24 - INFO - __main__ - test_avg_acc = 0.6884763805721889 04/12/2022 22:03:25 - INFO - utils - remove old ckpt: xnli_right_avg_new/ckpt/step-135000-test_avg_acc-0.6884763805721889-val_avg_acc-0.6833199464524767 04/12/2022 22:03:25 - INFO - __main__ - ********** Evaluating Done ********** 04/12/2022 22:03:30 - INFO - __main__ - global_steps 135050 loss: 0.31649975 04/12/2022 22:03:34 - INFO - __main__ - global_steps 135100 loss: 0.26377455 04/12/2022 22:03:38 - INFO - __main__ - global_steps 135150 loss: 0.28450372 04/12/2022 22:03:43 - INFO - __main__ - global_steps 135200 loss: 0.32118546 04/12/2022 22:03:48 - INFO - __main__ - global_steps 135250 loss: 0.34192639 04/12/2022 22:03:52 - INFO - __main__ - global_steps 135300 loss: 0.22219811 04/12/2022 22:03:57 - INFO - __main__ - global_steps 135350 loss: 0.31435483 04/12/2022 22:04:02 - INFO - __main__ - global_steps 135400 loss: 0.29361302 04/12/2022 22:04:06 - INFO - __main__ - global_steps 135450 loss: 0.34187684 04/12/2022 22:04:11 - INFO - __main__ - global_steps 135500 loss: 0.30428821 04/12/2022 22:04:15 - INFO - __main__ - global_steps 135550 loss: 0.27042328 04/12/2022 22:04:20 - INFO - __main__ - global_steps 135600 loss: 0.32449864 04/12/2022 22:04:25 - INFO - __main__ - global_steps 135650 loss: 0.32976625 04/12/2022 22:04:29 - INFO - __main__ - global_steps 135700 loss: 0.31103393 04/12/2022 22:04:34 - INFO - __main__ - global_steps 135750 loss: 0.31477509 04/12/2022 22:04:38 - INFO - __main__ - global_steps 135800 loss: 0.27922190 04/12/2022 22:04:43 - INFO - __main__ - global_steps 135850 loss: 0.25050309 04/12/2022 22:04:48 - INFO - __main__ - global_steps 135900 loss: 0.30442580 04/12/2022 22:04:52 - INFO - __main__ - global_steps 135950 loss: 0.24299412 04/12/2022 22:04:57 - INFO - __main__ - global_steps 136000 loss: 0.30691065 04/12/2022 22:05:01 - INFO - __main__ - global_steps 136050 loss: 0.33365176 04/12/2022 22:05:06 - INFO - __main__ - global_steps 136100 loss: 0.29523216 04/12/2022 22:05:11 - INFO - __main__ - global_steps 136150 loss: 0.28757261 04/12/2022 22:05:15 - INFO - __main__ - global_steps 136200 loss: 0.34853735 04/12/2022 22:05:20 - INFO - __main__ - global_steps 136250 loss: 0.30090428 04/12/2022 22:05:24 - INFO - __main__ - global_steps 136300 loss: 0.38503281 04/12/2022 22:05:29 - INFO - __main__ - global_steps 136350 loss: 0.33863120 04/12/2022 22:05:34 - INFO - __main__ - global_steps 136400 loss: 0.29210405 04/12/2022 22:05:38 - INFO - __main__ - global_steps 136450 loss: 0.31277694 04/12/2022 22:05:43 - INFO - __main__ - global_steps 136500 loss: 0.33340233 04/12/2022 22:05:47 - INFO - __main__ - global_steps 136550 loss: 0.30628526 04/12/2022 22:05:52 - INFO - __main__ - global_steps 136600 loss: 0.28326328 04/12/2022 22:05:57 - INFO - __main__ - global_steps 136650 loss: 0.29778805 04/12/2022 22:06:01 - INFO - __main__ - global_steps 136700 loss: 0.27203108 04/12/2022 22:06:06 - INFO - __main__ - global_steps 136750 loss: 0.29191525 04/12/2022 22:06:10 - INFO - __main__ - global_steps 136800 loss: 0.30775135 04/12/2022 22:06:15 - INFO - __main__ - global_steps 136850 loss: 0.26385604 04/12/2022 22:06:20 - INFO - __main__ - global_steps 136900 loss: 0.35462744 04/12/2022 22:06:24 - INFO - __main__ - global_steps 136950 loss: 0.34668151 04/12/2022 22:06:29 - INFO - __main__ - global_steps 137000 loss: 0.30000139 04/12/2022 22:06:34 - INFO - __main__ - global_steps 137050 loss: 0.29691852 04/12/2022 22:06:38 - INFO - __main__ - global_steps 137100 loss: 0.26712797 04/12/2022 22:06:43 - INFO - __main__ - global_steps 137150 loss: 0.34934812 04/12/2022 22:06:47 - INFO - __main__ - global_steps 137200 loss: 0.32540605 04/12/2022 22:06:52 - INFO - __main__ - global_steps 137250 loss: 0.32006385 04/12/2022 22:06:57 - INFO - __main__ - global_steps 137300 loss: 0.32567668 04/12/2022 22:07:01 - INFO - __main__ - global_steps 137350 loss: 0.31942222 04/12/2022 22:07:06 - INFO - __main__ - global_steps 137400 loss: 0.26749322 04/12/2022 22:07:10 - INFO - __main__ - global_steps 137450 loss: 0.32904462 04/12/2022 22:07:15 - INFO - __main__ - global_steps 137500 loss: 0.32159446 04/12/2022 22:07:15 - INFO - __main__ - ********** Running evaluating ********** 04/12/2022 22:07:19 - INFO - __main__ - ########## val_ar_acc 0.6815261044176707 ########## 04/12/2022 22:07:24 - INFO - __main__ - ########## val_bg_acc 0.7244979919678715 ########## 04/12/2022 22:07:29 - INFO - __main__ - ########## val_de_acc 0.7313253012048193 ########## 04/12/2022 22:07:33 - INFO - __main__ - ########## val_el_acc 0.714859437751004 ########## 04/12/2022 22:07:37 - INFO - __main__ - ########## val_en_acc 0.8285140562248996 ########## 04/12/2022 22:07:42 - INFO - __main__ - ########## val_es_acc 0.757429718875502 ########## 04/12/2022 22:07:47 - INFO - __main__ - ########## val_fr_acc 0.7578313253012048 ########## 04/12/2022 22:07:51 - INFO - __main__ - ########## val_hi_acc 0.6393574297188755 ########## 04/12/2022 22:07:56 - INFO - __main__ - ########## val_ru_acc 0.7068273092369478 ########## 04/12/2022 22:08:00 - INFO - __main__ - ########## val_sw_acc 0.6373493975903615 ########## 04/12/2022 22:08:04 - INFO - __main__ - ########## val_th_acc 0.6686746987951807 ########## 04/12/2022 22:08:08 - INFO - __main__ - ########## val_tr_acc 0.6795180722891566 ########## 04/12/2022 22:08:13 - INFO - __main__ - ########## val_ur_acc 0.5983935742971888 ########## 04/12/2022 22:08:17 - INFO - __main__ - ########## val_vi_acc 0.7040160642570281 ########## 04/12/2022 22:08:21 - INFO - __main__ - ########## val_zh_acc 0.7088353413654619 ########## 04/12/2022 22:08:30 - INFO - __main__ - ########## test_ar_acc 0.6820359281437126 ########## 04/12/2022 22:08:40 - INFO - __main__ - ########## test_bg_acc 0.7381237524950099 ########## 04/12/2022 22:08:49 - INFO - __main__ - ########## test_de_acc 0.7375249500998003 ########## 04/12/2022 22:08:58 - INFO - __main__ - ########## test_el_acc 0.716566866267465 ########## 04/12/2022 22:09:07 - INFO - __main__ - ########## test_en_acc 0.8293413173652695 ########## 04/12/2022 22:09:16 - INFO - __main__ - ########## test_es_acc 0.7694610778443114 ########## 04/12/2022 22:09:25 - INFO - __main__ - ########## test_fr_acc 0.7686626746506986 ########## 04/12/2022 22:09:35 - INFO - __main__ - ########## test_hi_acc 0.6467065868263473 ########## 04/12/2022 22:09:45 - INFO - __main__ - ########## test_ru_acc 0.7235528942115769 ########## 04/12/2022 22:09:53 - INFO - __main__ - ########## test_sw_acc 0.6516966067864272 ########## 04/12/2022 22:10:02 - INFO - __main__ - ########## test_th_acc 0.6672654690618762 ########## 04/12/2022 22:10:11 - INFO - __main__ - ########## test_tr_acc 0.6842315369261477 ########## 04/12/2022 22:10:21 - INFO - __main__ - ########## test_ur_acc 0.6085828343313373 ########## 04/12/2022 22:10:30 - INFO - __main__ - ########## test_vi_acc 0.7137724550898203 ########## 04/12/2022 22:10:39 - INFO - __main__ - ########## test_zh_acc 0.7057884231536926 ########## 04/12/2022 22:10:39 - INFO - __main__ - val_ar_acc = 0.6815261044176707 04/12/2022 22:10:39 - INFO - __main__ - val_bg_acc = 0.7244979919678715 04/12/2022 22:10:39 - INFO - __main__ - val_de_acc = 0.7313253012048193 04/12/2022 22:10:39 - INFO - __main__ - val_el_acc = 0.714859437751004 04/12/2022 22:10:39 - INFO - __main__ - val_en_acc = 0.8285140562248996 04/12/2022 22:10:39 - INFO - __main__ - val_es_acc = 0.757429718875502 04/12/2022 22:10:39 - INFO - __main__ - val_fr_acc = 0.7578313253012048 04/12/2022 22:10:39 - INFO - __main__ - val_hi_acc = 0.6393574297188755 04/12/2022 22:10:39 - INFO - __main__ - val_ru_acc = 0.7068273092369478 04/12/2022 22:10:39 - INFO - __main__ - val_sw_acc = 0.6373493975903615 04/12/2022 22:10:39 - INFO - __main__ - val_th_acc = 0.6686746987951807 04/12/2022 22:10:39 - INFO - __main__ - val_tr_acc = 0.6795180722891566 04/12/2022 22:10:39 - INFO - __main__ - val_ur_acc = 0.5983935742971888 04/12/2022 22:10:39 - INFO - __main__ - val_vi_acc = 0.7040160642570281 04/12/2022 22:10:39 - INFO - __main__ - val_zh_acc = 0.7088353413654619 04/12/2022 22:10:39 - INFO - __main__ - val_avg_acc = 0.7025970548862115 04/12/2022 22:10:39 - INFO - __main__ - test_ar_acc = 0.6820359281437126 04/12/2022 22:10:39 - INFO - __main__ - test_bg_acc = 0.7381237524950099 04/12/2022 22:10:39 - INFO - __main__ - test_de_acc = 0.7375249500998003 04/12/2022 22:10:39 - INFO - __main__ - test_el_acc = 0.716566866267465 04/12/2022 22:10:39 - INFO - __main__ - test_en_acc = 0.8293413173652695 04/12/2022 22:10:39 - INFO - __main__ - test_es_acc = 0.7694610778443114 04/12/2022 22:10:39 - INFO - __main__ - test_fr_acc = 0.7686626746506986 04/12/2022 22:10:39 - INFO - __main__ - test_hi_acc = 0.6467065868263473 04/12/2022 22:10:39 - INFO - __main__ - test_ru_acc = 0.7235528942115769 04/12/2022 22:10:39 - INFO - __main__ - test_sw_acc = 0.6516966067864272 04/12/2022 22:10:39 - INFO - __main__ - test_th_acc = 0.6672654690618762 04/12/2022 22:10:39 - INFO - __main__ - test_tr_acc = 0.6842315369261477 04/12/2022 22:10:39 - INFO - __main__ - test_ur_acc = 0.6085828343313373 04/12/2022 22:10:39 - INFO - __main__ - test_vi_acc = 0.7137724550898203 04/12/2022 22:10:39 - INFO - __main__ - test_zh_acc = 0.7057884231536926 04/12/2022 22:10:39 - INFO - __main__ - test_avg_acc = 0.7095542248835663 04/12/2022 22:10:40 - INFO - utils - remove old ckpt: xnli_right_avg_new/ckpt/step-137500-test_avg_acc-0.7095542248835663-val_avg_acc-0.7025970548862115 04/12/2022 22:10:40 - INFO - __main__ - ********** Evaluating Done ********** 04/12/2022 22:10:45 - INFO - __main__ - global_steps 137550 loss: 0.26920465 04/12/2022 22:10:50 - INFO - __main__ - global_steps 137600 loss: 0.27171122 04/12/2022 22:10:54 - INFO - __main__ - global_steps 137650 loss: 0.33282994 04/12/2022 22:10:59 - INFO - __main__ - global_steps 137700 loss: 0.27619285 04/12/2022 22:11:03 - INFO - __main__ - global_steps 137750 loss: 0.30566710 04/12/2022 22:11:08 - INFO - __main__ - global_steps 137800 loss: 0.27454188 04/12/2022 22:11:13 - INFO - __main__ - global_steps 137850 loss: 0.26182311 04/12/2022 22:11:17 - INFO - __main__ - global_steps 137900 loss: 0.28100918 04/12/2022 22:11:22 - INFO - __main__ - global_steps 137950 loss: 0.33755861 04/12/2022 22:11:26 - INFO - __main__ - global_steps 138000 loss: 0.31311261 04/12/2022 22:11:31 - INFO - __main__ - global_steps 138050 loss: 0.27914475 04/12/2022 22:11:35 - INFO - __main__ - global_steps 138100 loss: 0.30202267 04/12/2022 22:11:40 - INFO - __main__ - global_steps 138150 loss: 0.34202050 04/12/2022 22:11:44 - INFO - __main__ - global_steps 138200 loss: 0.30775805 04/12/2022 22:11:49 - INFO - __main__ - global_steps 138250 loss: 0.35148638 04/12/2022 22:11:53 - INFO - __main__ - global_steps 138300 loss: 0.30030979 04/12/2022 22:11:58 - INFO - __main__ - global_steps 138350 loss: 0.30462837 04/12/2022 22:12:02 - INFO - __main__ - global_steps 138400 loss: 0.24393278 04/12/2022 22:12:07 - INFO - __main__ - global_steps 138450 loss: 0.31436979 04/12/2022 22:12:11 - INFO - __main__ - global_steps 138500 loss: 0.31713296 04/12/2022 22:12:16 - INFO - __main__ - global_steps 138550 loss: 0.31620848 04/12/2022 22:12:20 - INFO - __main__ - global_steps 138600 loss: 0.27681604 04/12/2022 22:12:24 - INFO - __main__ - global_steps 138650 loss: 0.26560236 04/12/2022 22:12:29 - INFO - __main__ - global_steps 138700 loss: 0.29497344 04/12/2022 22:12:34 - INFO - __main__ - global_steps 138750 loss: 0.32426066 04/12/2022 22:12:38 - INFO - __main__ - global_steps 138800 loss: 0.29086512 04/12/2022 22:12:43 - INFO - __main__ - global_steps 138850 loss: 0.37040311 04/12/2022 22:12:47 - INFO - __main__ - global_steps 138900 loss: 0.32643829 04/12/2022 22:12:52 - INFO - __main__ - global_steps 138950 loss: 0.31274248 04/12/2022 22:12:57 - INFO - __main__ - global_steps 139000 loss: 0.37544837 04/12/2022 22:13:01 - INFO - __main__ - global_steps 139050 loss: 0.26922377 04/12/2022 22:13:05 - INFO - __main__ - global_steps 139100 loss: 0.29135814 04/12/2022 22:13:09 - INFO - __main__ - global_steps 139150 loss: 0.30685283 04/12/2022 22:13:14 - INFO - __main__ - global_steps 139200 loss: 0.34978608 04/12/2022 22:13:19 - INFO - __main__ - global_steps 139250 loss: 0.26686684 04/12/2022 22:13:23 - INFO - __main__ - global_steps 139300 loss: 0.33448256 04/12/2022 22:13:28 - INFO - __main__ - global_steps 139350 loss: 0.34276161 04/12/2022 22:13:33 - INFO - __main__ - global_steps 139400 loss: 0.33505098 04/12/2022 22:13:37 - INFO - __main__ - global_steps 139450 loss: 0.26443030 04/12/2022 22:13:42 - INFO - __main__ - global_steps 139500 loss: 0.29867988 04/12/2022 22:13:46 - INFO - __main__ - global_steps 139550 loss: 0.36478818 04/12/2022 22:13:50 - INFO - __main__ - global_steps 139600 loss: 0.30728715 04/12/2022 22:13:55 - INFO - __main__ - global_steps 139650 loss: 0.30845239 04/12/2022 22:14:00 - INFO - __main__ - global_steps 139700 loss: 0.30470594 04/12/2022 22:14:04 - INFO - __main__ - global_steps 139750 loss: 0.26124180 04/12/2022 22:14:09 - INFO - __main__ - global_steps 139800 loss: 0.26274732 04/12/2022 22:14:13 - INFO - __main__ - global_steps 139850 loss: 0.24927322 04/12/2022 22:14:18 - INFO - __main__ - global_steps 139900 loss: 0.35607674 04/12/2022 22:14:23 - INFO - __main__ - global_steps 139950 loss: 0.27677004 04/12/2022 22:14:27 - INFO - __main__ - global_steps 140000 loss: 0.32905618 04/12/2022 22:14:27 - INFO - __main__ - ********** Running evaluating ********** 04/12/2022 22:14:32 - INFO - __main__ - ########## val_ar_acc 0.691566265060241 ########## 04/12/2022 22:14:36 - INFO - __main__ - ########## val_bg_acc 0.736144578313253 ########## 04/12/2022 22:14:41 - INFO - __main__ - ########## val_de_acc 0.7449799196787149 ########## 04/12/2022 22:14:46 - INFO - __main__ - ########## val_el_acc 0.727710843373494 ########## 04/12/2022 22:14:50 - INFO - __main__ - ########## val_en_acc 0.8373493975903614 ########## 04/12/2022 22:14:54 - INFO - __main__ - ########## val_es_acc 0.772289156626506 ########## 04/12/2022 22:14:59 - INFO - __main__ - ########## val_fr_acc 0.7682730923694779 ########## 04/12/2022 22:15:04 - INFO - __main__ - ########## val_hi_acc 0.6522088353413654 ########## 04/12/2022 22:15:09 - INFO - __main__ - ########## val_ru_acc 0.7196787148594378 ########## 04/12/2022 22:15:13 - INFO - __main__ - ########## val_sw_acc 0.6445783132530121 ########## 04/12/2022 22:15:17 - INFO - __main__ - ########## val_th_acc 0.6698795180722892 ########## 04/12/2022 22:15:22 - INFO - __main__ - ########## val_tr_acc 0.6935742971887551 ########## 04/12/2022 22:15:26 - INFO - __main__ - ########## val_ur_acc 0.6056224899598394 ########## 04/12/2022 22:15:31 - INFO - __main__ - ########## val_vi_acc 0.7140562248995984 ########## 04/12/2022 22:15:35 - INFO - __main__ - ########## val_zh_acc 0.7240963855421687 ########## 04/12/2022 22:15:44 - INFO - __main__ - ########## test_ar_acc 0.694810379241517 ########## 04/12/2022 22:15:54 - INFO - __main__ - ########## test_bg_acc 0.7435129740518962 ########## 04/12/2022 22:16:03 - INFO - __main__ - ########## test_de_acc 0.7463073852295409 ########## 04/12/2022 22:16:12 - INFO - __main__ - ########## test_el_acc 0.730938123752495 ########## 04/12/2022 22:16:21 - INFO - __main__ - ########## test_en_acc 0.8357285429141716 ########## 04/12/2022 22:16:30 - INFO - __main__ - ########## test_es_acc 0.7734530938123753 ########## 04/12/2022 22:16:40 - INFO - __main__ - ########## test_fr_acc 0.7696606786427146 ########## 04/12/2022 22:16:49 - INFO - __main__ - ########## test_hi_acc 0.6578842315369261 ########## 04/12/2022 22:16:59 - INFO - __main__ - ########## test_ru_acc 0.7311377245508982 ########## 04/12/2022 22:17:08 - INFO - __main__ - ########## test_sw_acc 0.6636726546906188 ########## 04/12/2022 22:17:17 - INFO - __main__ - ########## test_th_acc 0.6718562874251497 ########## 04/12/2022 22:17:26 - INFO - __main__ - ########## test_tr_acc 0.6912175648702594 ########## 04/12/2022 22:17:35 - INFO - __main__ - ########## test_ur_acc 0.6147704590818364 ########## 04/12/2022 22:17:44 - INFO - __main__ - ########## test_vi_acc 0.7169660678642714 ########## 04/12/2022 22:17:53 - INFO - __main__ - ########## test_zh_acc 0.7139720558882235 ########## 04/12/2022 22:17:53 - INFO - __main__ - val_ar_acc = 0.691566265060241 04/12/2022 22:17:53 - INFO - __main__ - val_bg_acc = 0.736144578313253 04/12/2022 22:17:53 - INFO - __main__ - val_de_acc = 0.7449799196787149 04/12/2022 22:17:53 - INFO - __main__ - val_el_acc = 0.727710843373494 04/12/2022 22:17:53 - INFO - __main__ - val_en_acc = 0.8373493975903614 04/12/2022 22:17:53 - INFO - __main__ - val_es_acc = 0.772289156626506 04/12/2022 22:17:53 - INFO - __main__ - val_fr_acc = 0.7682730923694779 04/12/2022 22:17:53 - INFO - __main__ - val_hi_acc = 0.6522088353413654 04/12/2022 22:17:53 - INFO - __main__ - val_ru_acc = 0.7196787148594378 04/12/2022 22:17:53 - INFO - __main__ - val_sw_acc = 0.6445783132530121 04/12/2022 22:17:53 - INFO - __main__ - val_th_acc = 0.6698795180722892 04/12/2022 22:17:53 - INFO - __main__ - val_tr_acc = 0.6935742971887551 04/12/2022 22:17:53 - INFO - __main__ - val_ur_acc = 0.6056224899598394 04/12/2022 22:17:53 - INFO - __main__ - val_vi_acc = 0.7140562248995984 04/12/2022 22:17:53 - INFO - __main__ - val_zh_acc = 0.7240963855421687 04/12/2022 22:17:53 - INFO - __main__ - val_avg_acc = 0.713467202141901 04/12/2022 22:17:53 - INFO - __main__ - test_ar_acc = 0.694810379241517 04/12/2022 22:17:53 - INFO - __main__ - test_bg_acc = 0.7435129740518962 04/12/2022 22:17:53 - INFO - __main__ - test_de_acc = 0.7463073852295409 04/12/2022 22:17:53 - INFO - __main__ - test_el_acc = 0.730938123752495 04/12/2022 22:17:53 - INFO - __main__ - test_en_acc = 0.8357285429141716 04/12/2022 22:17:53 - INFO - __main__ - test_es_acc = 0.7734530938123753 04/12/2022 22:17:53 - INFO - __main__ - test_fr_acc = 0.7696606786427146 04/12/2022 22:17:53 - INFO - __main__ - test_hi_acc = 0.6578842315369261 04/12/2022 22:17:53 - INFO - __main__ - test_ru_acc = 0.7311377245508982 04/12/2022 22:17:53 - INFO - __main__ - test_sw_acc = 0.6636726546906188 04/12/2022 22:17:53 - INFO - __main__ - test_th_acc = 0.6718562874251497 04/12/2022 22:17:53 - INFO - __main__ - test_tr_acc = 0.6912175648702594 04/12/2022 22:17:53 - INFO - __main__ - test_ur_acc = 0.6147704590818364 04/12/2022 22:17:53 - INFO - __main__ - test_vi_acc = 0.7169660678642714 04/12/2022 22:17:53 - INFO - __main__ - test_zh_acc = 0.7139720558882235 04/12/2022 22:17:53 - INFO - __main__ - test_avg_acc = 0.7170592149035263 04/12/2022 22:17:54 - INFO - utils - remove old ckpt: xnli_right_avg_new/ckpt/step-140000-test_avg_acc-0.7170592149035263-val_avg_acc-0.713467202141901 04/12/2022 22:17:54 - INFO - __main__ - ********** Evaluating Done ********** 04/12/2022 22:17:59 - INFO - __main__ - global_steps 140050 loss: 0.27106080 04/12/2022 22:18:03 - INFO - __main__ - global_steps 140100 loss: 0.30196016 04/12/2022 22:18:08 - INFO - __main__ - global_steps 140150 loss: 0.27809893 04/12/2022 22:18:12 - INFO - __main__ - global_steps 140200 loss: 0.29879589 04/12/2022 22:18:17 - INFO - __main__ - global_steps 140250 loss: 0.32214590 04/12/2022 22:18:22 - INFO - __main__ - global_steps 140300 loss: 0.23659087 04/12/2022 22:18:26 - INFO - __main__ - global_steps 140350 loss: 0.27805473 04/12/2022 22:18:31 - INFO - __main__ - global_steps 140400 loss: 0.27083367 04/12/2022 22:18:35 - INFO - __main__ - global_steps 140450 loss: 0.30849205 04/12/2022 22:18:40 - INFO - __main__ - global_steps 140500 loss: 0.26521493 04/12/2022 22:18:45 - INFO - __main__ - global_steps 140550 loss: 0.35818535 04/12/2022 22:18:49 - INFO - __main__ - global_steps 140600 loss: 0.26047695 04/12/2022 22:18:54 - INFO - __main__ - global_steps 140650 loss: 0.27960065 04/12/2022 22:18:58 - INFO - __main__ - global_steps 140700 loss: 0.31748019 04/12/2022 22:19:03 - INFO - __main__ - global_steps 140750 loss: 0.29906409 04/12/2022 22:19:08 - INFO - __main__ - global_steps 140800 loss: 0.27782552 04/12/2022 22:19:12 - INFO - __main__ - global_steps 140850 loss: 0.26737005 04/12/2022 22:19:17 - INFO - __main__ - global_steps 140900 loss: 0.29383630 04/12/2022 22:19:21 - INFO - __main__ - global_steps 140950 loss: 0.33192803 04/12/2022 22:19:26 - INFO - __main__ - global_steps 141000 loss: 0.32436390 04/12/2022 22:19:31 - INFO - __main__ - global_steps 141050 loss: 0.31781833 04/12/2022 22:19:35 - INFO - __main__ - global_steps 141100 loss: 0.34549178 04/12/2022 22:19:40 - INFO - __main__ - global_steps 141150 loss: 0.34394930 04/12/2022 22:19:44 - INFO - __main__ - global_steps 141200 loss: 0.24919568 04/12/2022 22:19:49 - INFO - __main__ - global_steps 141250 loss: 0.26555612 04/12/2022 22:19:54 - INFO - __main__ - global_steps 141300 loss: 0.39769792 04/12/2022 22:19:58 - INFO - __main__ - global_steps 141350 loss: 0.35445139 04/12/2022 22:20:03 - INFO - __main__ - global_steps 141400 loss: 0.31296004 04/12/2022 22:20:07 - INFO - __main__ - global_steps 141450 loss: 0.32037149 04/12/2022 22:20:12 - INFO - __main__ - global_steps 141500 loss: 0.24660089 04/12/2022 22:20:17 - INFO - __main__ - global_steps 141550 loss: 0.24643101 04/12/2022 22:20:21 - INFO - __main__ - global_steps 141600 loss: 0.33583899 04/12/2022 22:20:26 - INFO - __main__ - global_steps 141650 loss: 0.40348190 04/12/2022 22:20:30 - INFO - __main__ - global_steps 141700 loss: 0.31167412 04/12/2022 22:20:35 - INFO - __main__ - global_steps 141750 loss: 0.32054233 04/12/2022 22:20:39 - INFO - __main__ - global_steps 141800 loss: 0.30330049 04/12/2022 22:20:44 - INFO - __main__ - global_steps 141850 loss: 0.29814795 04/12/2022 22:20:49 - INFO - __main__ - global_steps 141900 loss: 0.31387208 04/12/2022 22:20:53 - INFO - __main__ - global_steps 141950 loss: 0.28609437 04/12/2022 22:20:58 - INFO - __main__ - global_steps 142000 loss: 0.35524653 04/12/2022 22:21:02 - INFO - __main__ - global_steps 142050 loss: 0.29258468 04/12/2022 22:21:07 - INFO - __main__ - global_steps 142100 loss: 0.32324951 04/12/2022 22:21:12 - INFO - __main__ - global_steps 142150 loss: 0.28109796 04/12/2022 22:21:16 - INFO - __main__ - global_steps 142200 loss: 0.28493706 04/12/2022 22:21:21 - INFO - __main__ - global_steps 142250 loss: 0.24564553 04/12/2022 22:21:25 - INFO - __main__ - global_steps 142300 loss: 0.32474097 04/12/2022 22:21:30 - INFO - __main__ - global_steps 142350 loss: 0.30863760 04/12/2022 22:21:35 - INFO - __main__ - global_steps 142400 loss: 0.28166897 04/12/2022 22:21:39 - INFO - __main__ - global_steps 142450 loss: 0.29417665 04/12/2022 22:21:44 - INFO - __main__ - global_steps 142500 loss: 0.26095526 04/12/2022 22:21:44 - INFO - __main__ - ********** Running evaluating ********** 04/12/2022 22:21:48 - INFO - __main__ - ########## val_ar_acc 0.6823293172690763 ########## 04/12/2022 22:21:53 - INFO - __main__ - ########## val_bg_acc 0.7333333333333333 ########## 04/12/2022 22:21:57 - INFO - __main__ - ########## val_de_acc 0.7421686746987952 ########## 04/12/2022 22:22:02 - INFO - __main__ - ########## val_el_acc 0.7293172690763052 ########## 04/12/2022 22:22:06 - INFO - __main__ - ########## val_en_acc 0.8253012048192772 ########## 04/12/2022 22:22:11 - INFO - __main__ - ########## val_es_acc 0.761847389558233 ########## 04/12/2022 22:22:15 - INFO - __main__ - ########## val_fr_acc 0.7558232931726908 ########## 04/12/2022 22:22:20 - INFO - __main__ - ########## val_hi_acc 0.6550200803212851 ########## 04/12/2022 22:22:25 - INFO - __main__ - ########## val_ru_acc 0.7172690763052209 ########## 04/12/2022 22:22:29 - INFO - __main__ - ########## val_sw_acc 0.6453815261044177 ########## 04/12/2022 22:22:33 - INFO - __main__ - ########## val_th_acc 0.6606425702811245 ########## 04/12/2022 22:22:38 - INFO - __main__ - ########## val_tr_acc 0.6871485943775101 ########## 04/12/2022 22:22:42 - INFO - __main__ - ########## val_ur_acc 0.6044176706827309 ########## 04/12/2022 22:22:47 - INFO - __main__ - ########## val_vi_acc 0.7 ########## 04/12/2022 22:22:51 - INFO - __main__ - ########## val_zh_acc 0.7164658634538152 ########## 04/12/2022 22:23:00 - INFO - __main__ - ########## test_ar_acc 0.6936127744510978 ########## 04/12/2022 22:23:10 - INFO - __main__ - ########## test_bg_acc 0.7405189620758483 ########## 04/12/2022 22:23:19 - INFO - __main__ - ########## test_de_acc 0.7473053892215569 ########## 04/12/2022 22:23:28 - INFO - __main__ - ########## test_el_acc 0.7269461077844311 ########## 04/12/2022 22:23:37 - INFO - __main__ - ########## test_en_acc 0.8327345309381238 ########## 04/12/2022 22:23:45 - INFO - __main__ - ########## test_es_acc 0.7672654690618762 ########## 04/12/2022 22:23:54 - INFO - __main__ - ########## test_fr_acc 0.7650698602794411 ########## 04/12/2022 22:24:04 - INFO - __main__ - ########## test_hi_acc 0.654690618762475 ########## 04/12/2022 22:24:14 - INFO - __main__ - ########## test_ru_acc 0.7325349301397206 ########## 04/12/2022 22:24:22 - INFO - __main__ - ########## test_sw_acc 0.6604790419161677 ########## 04/12/2022 22:24:31 - INFO - __main__ - ########## test_th_acc 0.6552894211576846 ########## 04/12/2022 22:24:40 - INFO - __main__ - ########## test_tr_acc 0.6866267465069861 ########## 04/12/2022 22:24:50 - INFO - __main__ - ########## test_ur_acc 0.611377245508982 ########## 04/12/2022 22:24:59 - INFO - __main__ - ########## test_vi_acc 0.7087824351297405 ########## 04/12/2022 22:25:08 - INFO - __main__ - ########## test_zh_acc 0.7125748502994012 ########## 04/12/2022 22:25:08 - INFO - __main__ - val_ar_acc = 0.6823293172690763 04/12/2022 22:25:08 - INFO - __main__ - val_bg_acc = 0.7333333333333333 04/12/2022 22:25:08 - INFO - __main__ - val_de_acc = 0.7421686746987952 04/12/2022 22:25:08 - INFO - __main__ - val_el_acc = 0.7293172690763052 04/12/2022 22:25:08 - INFO - __main__ - val_en_acc = 0.8253012048192772 04/12/2022 22:25:08 - INFO - __main__ - val_es_acc = 0.761847389558233 04/12/2022 22:25:08 - INFO - __main__ - val_fr_acc = 0.7558232931726908 04/12/2022 22:25:08 - INFO - __main__ - val_hi_acc = 0.6550200803212851 04/12/2022 22:25:08 - INFO - __main__ - val_ru_acc = 0.7172690763052209 04/12/2022 22:25:08 - INFO - __main__ - val_sw_acc = 0.6453815261044177 04/12/2022 22:25:08 - INFO - __main__ - val_th_acc = 0.6606425702811245 04/12/2022 22:25:08 - INFO - __main__ - val_tr_acc = 0.6871485943775101 04/12/2022 22:25:08 - INFO - __main__ - val_ur_acc = 0.6044176706827309 04/12/2022 22:25:08 - INFO - __main__ - val_vi_acc = 0.7 04/12/2022 22:25:08 - INFO - __main__ - val_zh_acc = 0.7164658634538152 04/12/2022 22:25:08 - INFO - __main__ - val_avg_acc = 0.7077643908969209 04/12/2022 22:25:08 - INFO - __main__ - test_ar_acc = 0.6936127744510978 04/12/2022 22:25:08 - INFO - __main__ - test_bg_acc = 0.7405189620758483 04/12/2022 22:25:08 - INFO - __main__ - test_de_acc = 0.7473053892215569 04/12/2022 22:25:08 - INFO - __main__ - test_el_acc = 0.7269461077844311 04/12/2022 22:25:08 - INFO - __main__ - test_en_acc = 0.8327345309381238 04/12/2022 22:25:08 - INFO - __main__ - test_es_acc = 0.7672654690618762 04/12/2022 22:25:08 - INFO - __main__ - test_fr_acc = 0.7650698602794411 04/12/2022 22:25:08 - INFO - __main__ - test_hi_acc = 0.654690618762475 04/12/2022 22:25:08 - INFO - __main__ - test_ru_acc = 0.7325349301397206 04/12/2022 22:25:08 - INFO - __main__ - test_sw_acc = 0.6604790419161677 04/12/2022 22:25:08 - INFO - __main__ - test_th_acc = 0.6552894211576846 04/12/2022 22:25:08 - INFO - __main__ - test_tr_acc = 0.6866267465069861 04/12/2022 22:25:08 - INFO - __main__ - test_ur_acc = 0.611377245508982 04/12/2022 22:25:08 - INFO - __main__ - test_vi_acc = 0.7087824351297405 04/12/2022 22:25:08 - INFO - __main__ - test_zh_acc = 0.7125748502994012 04/12/2022 22:25:08 - INFO - __main__ - test_avg_acc = 0.7130538922155689 04/12/2022 22:25:09 - INFO - utils - remove old ckpt: xnli_right_avg_new/ckpt/step-142500-test_avg_acc-0.7130538922155689-val_avg_acc-0.7077643908969209 04/12/2022 22:25:09 - INFO - __main__ - ********** Evaluating Done ********** 04/12/2022 22:25:14 - INFO - __main__ - global_steps 142550 loss: 0.25967085 04/12/2022 22:25:18 - INFO - __main__ - global_steps 142600 loss: 0.26298097 04/12/2022 22:25:23 - INFO - __main__ - global_steps 142650 loss: 0.34947415 04/12/2022 22:25:27 - INFO - __main__ - global_steps 142700 loss: 0.36592053 04/12/2022 22:25:31 - INFO - __main__ - global_steps 142750 loss: 0.26191974 04/12/2022 22:25:35 - INFO - __main__ - global_steps 142800 loss: 0.34057796 04/12/2022 22:25:40 - INFO - __main__ - global_steps 142850 loss: 0.30322947 04/12/2022 22:25:44 - INFO - __main__ - global_steps 142900 loss: 0.31339195 04/12/2022 22:25:49 - INFO - __main__ - global_steps 142950 loss: 0.25771973 04/12/2022 22:25:54 - INFO - __main__ - global_steps 143000 loss: 0.34269759 04/12/2022 22:25:58 - INFO - __main__ - global_steps 143050 loss: 0.26354253 04/12/2022 22:26:03 - INFO - __main__ - global_steps 143100 loss: 0.36273162 04/12/2022 22:26:07 - INFO - __main__ - global_steps 143150 loss: 0.28407598 04/12/2022 22:26:12 - INFO - __main__ - global_steps 143200 loss: 0.35866539 04/12/2022 22:26:17 - INFO - __main__ - global_steps 143250 loss: 0.33743518 04/12/2022 22:26:21 - INFO - __main__ - global_steps 143300 loss: 0.27968277 04/12/2022 22:26:26 - INFO - __main__ - global_steps 143350 loss: 0.26344941 04/12/2022 22:26:30 - INFO - __main__ - global_steps 143400 loss: 0.36730732 04/12/2022 22:26:35 - INFO - __main__ - global_steps 143450 loss: 0.37874043 04/12/2022 22:26:40 - INFO - __main__ - global_steps 143500 loss: 0.30409684 04/12/2022 22:26:44 - INFO - __main__ - global_steps 143550 loss: 0.29481228 04/12/2022 22:26:49 - INFO - __main__ - global_steps 143600 loss: 0.33026170 04/12/2022 22:26:54 - INFO - __main__ - global_steps 143650 loss: 0.24519757 04/12/2022 22:26:58 - INFO - __main__ - global_steps 143700 loss: 0.31500985 04/12/2022 22:27:03 - INFO - __main__ - global_steps 143750 loss: 0.29803405 04/12/2022 22:27:07 - INFO - __main__ - global_steps 143800 loss: 0.33804761 04/12/2022 22:27:12 - INFO - __main__ - global_steps 143850 loss: 0.27771910 04/12/2022 22:27:17 - INFO - __main__ - global_steps 143900 loss: 0.27708283 04/12/2022 22:27:21 - INFO - __main__ - global_steps 143950 loss: 0.25606776 04/12/2022 22:27:26 - INFO - __main__ - global_steps 144000 loss: 0.31997594 04/12/2022 22:27:30 - INFO - __main__ - global_steps 144050 loss: 0.27525991 04/12/2022 22:27:35 - INFO - __main__ - global_steps 144100 loss: 0.24656861 04/12/2022 22:27:40 - INFO - __main__ - global_steps 144150 loss: 0.26149182 04/12/2022 22:27:44 - INFO - __main__ - global_steps 144200 loss: 0.29160136 04/12/2022 22:27:49 - INFO - __main__ - global_steps 144250 loss: 0.30199502 04/12/2022 22:27:54 - INFO - __main__ - global_steps 144300 loss: 0.30185758 04/12/2022 22:27:58 - INFO - __main__ - global_steps 144350 loss: 0.32965953 04/12/2022 22:28:03 - INFO - __main__ - global_steps 144400 loss: 0.38128452 04/12/2022 22:28:07 - INFO - __main__ - global_steps 144450 loss: 0.35071679 04/12/2022 22:28:12 - INFO - __main__ - global_steps 144500 loss: 0.34845954 04/12/2022 22:28:17 - INFO - __main__ - global_steps 144550 loss: 0.31779026 04/12/2022 22:28:21 - INFO - __main__ - global_steps 144600 loss: 0.29786385 04/12/2022 22:28:26 - INFO - __main__ - global_steps 144650 loss: 0.20818956 04/12/2022 22:28:30 - INFO - __main__ - global_steps 144700 loss: 0.31585311 04/12/2022 22:28:35 - INFO - __main__ - global_steps 144750 loss: 0.30799463 04/12/2022 22:28:39 - INFO - __main__ - global_steps 144800 loss: 0.27381487 04/12/2022 22:28:44 - INFO - __main__ - global_steps 144850 loss: 0.24528373 04/12/2022 22:28:49 - INFO - __main__ - global_steps 144900 loss: 0.26979119 04/12/2022 22:28:53 - INFO - __main__ - global_steps 144950 loss: 0.28491814 04/12/2022 22:28:58 - INFO - __main__ - global_steps 145000 loss: 0.19067104 04/12/2022 22:28:58 - INFO - __main__ - ********** Running evaluating ********** 04/12/2022 22:29:02 - INFO - __main__ - ########## val_ar_acc 0.7240963855421687 ########## 04/12/2022 22:29:07 - INFO - __main__ - ########## val_bg_acc 0.7497991967871486 ########## 04/12/2022 22:29:11 - INFO - __main__ - ########## val_de_acc 0.778714859437751 ########## 04/12/2022 22:29:16 - INFO - __main__ - ########## val_el_acc 0.7598393574297189 ########## 04/12/2022 22:29:20 - INFO - __main__ - ########## val_en_acc 0.8417670682730923 ########## 04/12/2022 22:29:25 - INFO - __main__ - ########## val_es_acc 0.7903614457831325 ########## 04/12/2022 22:29:29 - INFO - __main__ - ########## val_fr_acc 0.7859437751004016 ########## 04/12/2022 22:29:34 - INFO - __main__ - ########## val_hi_acc 0.6899598393574298 ########## 04/12/2022 22:29:39 - INFO - __main__ - ########## val_ru_acc 0.7469879518072289 ########## 04/12/2022 22:29:43 - INFO - __main__ - ########## val_sw_acc 0.6746987951807228 ########## 04/12/2022 22:29:47 - INFO - __main__ - ########## val_th_acc 0.7024096385542169 ########## 04/12/2022 22:29:52 - INFO - __main__ - ########## val_tr_acc 0.7273092369477911 ########## 04/12/2022 22:29:57 - INFO - __main__ - ########## val_ur_acc 0.6421686746987951 ########## 04/12/2022 22:30:01 - INFO - __main__ - ########## val_vi_acc 0.7393574297188755 ########## 04/12/2022 22:30:05 - INFO - __main__ - ########## val_zh_acc 0.7526104417670683 ########## 04/12/2022 22:30:14 - INFO - __main__ - ########## test_ar_acc 0.7277445109780439 ########## 04/12/2022 22:30:24 - INFO - __main__ - ########## test_bg_acc 0.7756487025948103 ########## 04/12/2022 22:30:33 - INFO - __main__ - ########## test_de_acc 0.769061876247505 ########## 04/12/2022 22:30:42 - INFO - __main__ - ########## test_el_acc 0.7736526946107785 ########## 04/12/2022 22:30:51 - INFO - __main__ - ########## test_en_acc 0.849500998003992 ########## 04/12/2022 22:31:00 - INFO - __main__ - ########## test_es_acc 0.8001996007984032 ########## 04/12/2022 22:31:10 - INFO - __main__ - ########## test_fr_acc 0.7874251497005988 ########## 04/12/2022 22:31:20 - INFO - __main__ - ########## test_hi_acc 0.6842315369261477 ########## 04/12/2022 22:31:29 - INFO - __main__ - ########## test_ru_acc 0.7612774451097805 ########## 04/12/2022 22:31:38 - INFO - __main__ - ########## test_sw_acc 0.6944111776447106 ########## 04/12/2022 22:31:47 - INFO - __main__ - ########## test_th_acc 0.704191616766467 ########## 04/12/2022 22:31:55 - INFO - __main__ - ########## test_tr_acc 0.7139720558882235 ########## 04/12/2022 22:32:05 - INFO - __main__ - ########## test_ur_acc 0.6540918163672654 ########## 04/12/2022 22:32:14 - INFO - __main__ - ########## test_vi_acc 0.7419161676646706 ########## 04/12/2022 22:32:23 - INFO - __main__ - ########## test_zh_acc 0.7491017964071857 ########## 04/12/2022 22:32:23 - INFO - __main__ - val_ar_acc = 0.7240963855421687 04/12/2022 22:32:23 - INFO - __main__ - val_bg_acc = 0.7497991967871486 04/12/2022 22:32:23 - INFO - __main__ - val_de_acc = 0.778714859437751 04/12/2022 22:32:23 - INFO - __main__ - val_el_acc = 0.7598393574297189 04/12/2022 22:32:23 - INFO - __main__ - val_en_acc = 0.8417670682730923 04/12/2022 22:32:23 - INFO - __main__ - val_es_acc = 0.7903614457831325 04/12/2022 22:32:23 - INFO - __main__ - val_fr_acc = 0.7859437751004016 04/12/2022 22:32:23 - INFO - __main__ - val_hi_acc = 0.6899598393574298 04/12/2022 22:32:23 - INFO - __main__ - val_ru_acc = 0.7469879518072289 04/12/2022 22:32:23 - INFO - __main__ - val_sw_acc = 0.6746987951807228 04/12/2022 22:32:23 - INFO - __main__ - val_th_acc = 0.7024096385542169 04/12/2022 22:32:23 - INFO - __main__ - val_tr_acc = 0.7273092369477911 04/12/2022 22:32:23 - INFO - __main__ - val_ur_acc = 0.6421686746987951 04/12/2022 22:32:23 - INFO - __main__ - val_vi_acc = 0.7393574297188755 04/12/2022 22:32:23 - INFO - __main__ - val_zh_acc = 0.7526104417670683 04/12/2022 22:32:23 - INFO - __main__ - val_avg_acc = 0.7404016064257027 04/12/2022 22:32:23 - INFO - __main__ - test_ar_acc = 0.7277445109780439 04/12/2022 22:32:23 - INFO - __main__ - test_bg_acc = 0.7756487025948103 04/12/2022 22:32:23 - INFO - __main__ - test_de_acc = 0.769061876247505 04/12/2022 22:32:23 - INFO - __main__ - test_el_acc = 0.7736526946107785 04/12/2022 22:32:23 - INFO - __main__ - test_en_acc = 0.849500998003992 04/12/2022 22:32:23 - INFO - __main__ - test_es_acc = 0.8001996007984032 04/12/2022 22:32:23 - INFO - __main__ - test_fr_acc = 0.7874251497005988 04/12/2022 22:32:23 - INFO - __main__ - test_hi_acc = 0.6842315369261477 04/12/2022 22:32:23 - INFO - __main__ - test_ru_acc = 0.7612774451097805 04/12/2022 22:32:23 - INFO - __main__ - test_sw_acc = 0.6944111776447106 04/12/2022 22:32:23 - INFO - __main__ - test_th_acc = 0.704191616766467 04/12/2022 22:32:23 - INFO - __main__ - test_tr_acc = 0.7139720558882235 04/12/2022 22:32:23 - INFO - __main__ - test_ur_acc = 0.6540918163672654 04/12/2022 22:32:23 - INFO - __main__ - test_vi_acc = 0.7419161676646706 04/12/2022 22:32:23 - INFO - __main__ - test_zh_acc = 0.7491017964071857 04/12/2022 22:32:23 - INFO - __main__ - test_avg_acc = 0.7457618097139054 04/12/2022 22:32:23 - INFO - __main__ - ########## Step 145000 val_avg_acc 0.7404016064257027 test_avg_acc 0.7457618097139054 ########## 04/12/2022 22:32:24 - INFO - utils - remove old ckpt: xnli_right_avg_new/ckpt/step-85000-test_avg_acc-0.7365136393878909-val_avg_acc-0.7295314591700135 04/12/2022 22:32:24 - INFO - __main__ - ********** Evaluating Done ********** 04/12/2022 22:32:29 - INFO - __main__ - global_steps 145050 loss: 0.35150127 04/12/2022 22:32:34 - INFO - __main__ - global_steps 145100 loss: 0.32875108 04/12/2022 22:32:38 - INFO - __main__ - global_steps 145150 loss: 0.26950193 04/12/2022 22:32:43 - INFO - __main__ - global_steps 145200 loss: 0.33784254 04/12/2022 22:32:47 - INFO - __main__ - global_steps 145250 loss: 0.30126421 04/12/2022 22:32:52 - INFO - __main__ - global_steps 145300 loss: 0.36393954 04/12/2022 22:32:57 - INFO - __main__ - global_steps 145350 loss: 0.26541190 04/12/2022 22:33:01 - INFO - __main__ - global_steps 145400 loss: 0.29870245 04/12/2022 22:33:06 - INFO - __main__ - global_steps 145450 loss: 0.34262380 04/12/2022 22:33:10 - INFO - __main__ - global_steps 145500 loss: 0.29781471 04/12/2022 22:33:15 - INFO - __main__ - global_steps 145550 loss: 0.27390312 04/12/2022 22:33:20 - INFO - __main__ - global_steps 145600 loss: 0.23314501 04/12/2022 22:33:24 - INFO - __main__ - global_steps 145650 loss: 0.29019131 04/12/2022 22:33:29 - INFO - __main__ - global_steps 145700 loss: 0.26842848 04/12/2022 22:33:33 - INFO - __main__ - global_steps 145750 loss: 0.36011293 04/12/2022 22:33:38 - INFO - __main__ - global_steps 145800 loss: 0.31037505 04/12/2022 22:33:43 - INFO - __main__ - global_steps 145850 loss: 0.35264534 04/12/2022 22:33:47 - INFO - __main__ - global_steps 145900 loss: 0.34594005 04/12/2022 22:33:52 - INFO - __main__ - global_steps 145950 loss: 0.27335488 04/12/2022 22:33:56 - INFO - __main__ - global_steps 146000 loss: 0.29637652 04/12/2022 22:34:01 - INFO - __main__ - global_steps 146050 loss: 0.34333138 04/12/2022 22:34:05 - INFO - __main__ - global_steps 146100 loss: 0.31288786 04/12/2022 22:34:10 - INFO - __main__ - global_steps 146150 loss: 0.28401370 04/12/2022 22:34:15 - INFO - __main__ - global_steps 146200 loss: 0.32853005 04/12/2022 22:34:19 - INFO - __main__ - global_steps 146250 loss: 0.32933411 04/12/2022 22:34:24 - INFO - __main__ - global_steps 146300 loss: 0.29677569 04/12/2022 22:34:28 - INFO - __main__ - global_steps 146350 loss: 0.24769334 04/12/2022 22:34:33 - INFO - __main__ - global_steps 146400 loss: 0.32063737 04/12/2022 22:34:37 - INFO - __main__ - global_steps 146450 loss: 0.29088047 04/12/2022 22:34:42 - INFO - __main__ - global_steps 146500 loss: 0.31083673 04/12/2022 22:34:47 - INFO - __main__ - global_steps 146550 loss: 0.26995058 04/12/2022 22:34:51 - INFO - __main__ - global_steps 146600 loss: 0.32844544 04/12/2022 22:34:56 - INFO - __main__ - global_steps 146650 loss: 0.32402202 04/12/2022 22:35:01 - INFO - __main__ - global_steps 146700 loss: 0.30378065 04/12/2022 22:35:05 - INFO - __main__ - global_steps 146750 loss: 0.33128735 04/12/2022 22:35:10 - INFO - __main__ - global_steps 146800 loss: 0.29926894 04/12/2022 22:35:14 - INFO - __main__ - global_steps 146850 loss: 0.34998232 04/12/2022 22:35:19 - INFO - __main__ - global_steps 146900 loss: 0.30079254 04/12/2022 22:35:24 - INFO - __main__ - global_steps 146950 loss: 0.32486364 04/12/2022 22:35:28 - INFO - __main__ - global_steps 147000 loss: 0.27367796 04/12/2022 22:35:33 - INFO - __main__ - global_steps 147050 loss: 0.27644026 04/12/2022 22:35:37 - INFO - __main__ - global_steps 147100 loss: 0.31842109 04/12/2022 22:35:42 - INFO - __main__ - global_steps 147150 loss: 0.32440493 04/12/2022 22:35:47 - INFO - __main__ - global_steps 147200 loss: 0.28357594 04/12/2022 22:35:51 - INFO - __main__ - global_steps 147250 loss: 0.28002680 04/12/2022 22:35:56 - INFO - __main__ - global_steps 147300 loss: 0.27035896 04/12/2022 22:36:00 - INFO - __main__ - global_steps 147350 loss: 0.30428460 04/12/2022 22:36:05 - INFO - __main__ - global_steps 147400 loss: 0.29647208 04/12/2022 22:36:10 - INFO - __main__ - global_steps 147450 loss: 0.29547240 04/12/2022 22:36:14 - INFO - __main__ - global_steps 147500 loss: 0.29629927 04/12/2022 22:36:14 - INFO - __main__ - ********** Running evaluating ********** 04/12/2022 22:36:19 - INFO - __main__ - ########## val_ar_acc 0.7008032128514057 ########## 04/12/2022 22:36:23 - INFO - __main__ - ########## val_bg_acc 0.7441767068273092 ########## 04/12/2022 22:36:28 - INFO - __main__ - ########## val_de_acc 0.7522088353413655 ########## 04/12/2022 22:36:32 - INFO - __main__ - ########## val_el_acc 0.7321285140562249 ########## 04/12/2022 22:36:37 - INFO - __main__ - ########## val_en_acc 0.834136546184739 ########## 04/12/2022 22:36:41 - INFO - __main__ - ########## val_es_acc 0.772289156626506 ########## 04/12/2022 22:36:46 - INFO - __main__ - ########## val_fr_acc 0.770281124497992 ########## 04/12/2022 22:36:51 - INFO - __main__ - ########## val_hi_acc 0.6562248995983936 ########## 04/12/2022 22:36:55 - INFO - __main__ - ########## val_ru_acc 0.7224899598393574 ########## 04/12/2022 22:37:00 - INFO - __main__ - ########## val_sw_acc 0.655421686746988 ########## 04/12/2022 22:37:04 - INFO - __main__ - ########## val_th_acc 0.6835341365461848 ########## 04/12/2022 22:37:08 - INFO - __main__ - ########## val_tr_acc 0.6951807228915663 ########## 04/12/2022 22:37:13 - INFO - __main__ - ########## val_ur_acc 0.6172690763052209 ########## 04/12/2022 22:37:18 - INFO - __main__ - ########## val_vi_acc 0.7168674698795181 ########## 04/12/2022 22:37:22 - INFO - __main__ - ########## val_zh_acc 0.7293172690763052 ########## 04/12/2022 22:37:32 - INFO - __main__ - ########## test_ar_acc 0.7029940119760479 ########## 04/12/2022 22:37:42 - INFO - __main__ - ########## test_bg_acc 0.7495009980039921 ########## 04/12/2022 22:37:52 - INFO - __main__ - ########## test_de_acc 0.7514970059880239 ########## 04/12/2022 22:38:01 - INFO - __main__ - ########## test_el_acc 0.7411177644710579 ########## 04/12/2022 22:38:10 - INFO - __main__ - ########## test_en_acc 0.8349301397205589 ########## 04/12/2022 22:38:20 - INFO - __main__ - ########## test_es_acc 0.7764471057884231 ########## 04/12/2022 22:38:30 - INFO - __main__ - ########## test_fr_acc 0.7750499001996008 ########## 04/12/2022 22:38:40 - INFO - __main__ - ########## test_hi_acc 0.6616766467065869 ########## 04/12/2022 22:38:50 - INFO - __main__ - ########## test_ru_acc 0.7337325349301397 ########## 04/12/2022 22:38:59 - INFO - __main__ - ########## test_sw_acc 0.6708582834331337 ########## 04/12/2022 22:39:08 - INFO - __main__ - ########## test_th_acc 0.6834331337325349 ########## 04/12/2022 22:39:18 - INFO - __main__ - ########## test_tr_acc 0.7025948103792415 ########## 04/12/2022 22:39:28 - INFO - __main__ - ########## test_ur_acc 0.6241516966067864 ########## 04/12/2022 22:39:37 - INFO - __main__ - ########## test_vi_acc 0.7239520958083833 ########## 04/12/2022 22:39:46 - INFO - __main__ - ########## test_zh_acc 0.7217564870259481 ########## 04/12/2022 22:39:46 - INFO - __main__ - val_ar_acc = 0.7008032128514057 04/12/2022 22:39:46 - INFO - __main__ - val_bg_acc = 0.7441767068273092 04/12/2022 22:39:46 - INFO - __main__ - val_de_acc = 0.7522088353413655 04/12/2022 22:39:46 - INFO - __main__ - val_el_acc = 0.7321285140562249 04/12/2022 22:39:46 - INFO - __main__ - val_en_acc = 0.834136546184739 04/12/2022 22:39:46 - INFO - __main__ - val_es_acc = 0.772289156626506 04/12/2022 22:39:46 - INFO - __main__ - val_fr_acc = 0.770281124497992 04/12/2022 22:39:46 - INFO - __main__ - val_hi_acc = 0.6562248995983936 04/12/2022 22:39:46 - INFO - __main__ - val_ru_acc = 0.7224899598393574 04/12/2022 22:39:46 - INFO - __main__ - val_sw_acc = 0.655421686746988 04/12/2022 22:39:46 - INFO - __main__ - val_th_acc = 0.6835341365461848 04/12/2022 22:39:46 - INFO - __main__ - val_tr_acc = 0.6951807228915663 04/12/2022 22:39:46 - INFO - __main__ - val_ur_acc = 0.6172690763052209 04/12/2022 22:39:46 - INFO - __main__ - val_vi_acc = 0.7168674698795181 04/12/2022 22:39:46 - INFO - __main__ - val_zh_acc = 0.7293172690763052 04/12/2022 22:39:46 - INFO - __main__ - val_avg_acc = 0.718821954484605 04/12/2022 22:39:46 - INFO - __main__ - test_ar_acc = 0.7029940119760479 04/12/2022 22:39:46 - INFO - __main__ - test_bg_acc = 0.7495009980039921 04/12/2022 22:39:46 - INFO - __main__ - test_de_acc = 0.7514970059880239 04/12/2022 22:39:46 - INFO - __main__ - test_el_acc = 0.7411177644710579 04/12/2022 22:39:46 - INFO - __main__ - test_en_acc = 0.8349301397205589 04/12/2022 22:39:46 - INFO - __main__ - test_es_acc = 0.7764471057884231 04/12/2022 22:39:46 - INFO - __main__ - test_fr_acc = 0.7750499001996008 04/12/2022 22:39:46 - INFO - __main__ - test_hi_acc = 0.6616766467065869 04/12/2022 22:39:46 - INFO - __main__ - test_ru_acc = 0.7337325349301397 04/12/2022 22:39:46 - INFO - __main__ - test_sw_acc = 0.6708582834331337 04/12/2022 22:39:46 - INFO - __main__ - test_th_acc = 0.6834331337325349 04/12/2022 22:39:46 - INFO - __main__ - test_tr_acc = 0.7025948103792415 04/12/2022 22:39:46 - INFO - __main__ - test_ur_acc = 0.6241516966067864 04/12/2022 22:39:46 - INFO - __main__ - test_vi_acc = 0.7239520958083833 04/12/2022 22:39:46 - INFO - __main__ - test_zh_acc = 0.7217564870259481 04/12/2022 22:39:46 - INFO - __main__ - test_avg_acc = 0.723579507651364 04/12/2022 22:39:47 - INFO - __main__ - ********** Evaluating Done ********** 04/12/2022 22:39:52 - INFO - __main__ - global_steps 147550 loss: 0.33249756 04/12/2022 22:39:57 - INFO - __main__ - global_steps 147600 loss: 0.29311731 04/12/2022 22:40:02 - INFO - __main__ - global_steps 147650 loss: 0.30021437 04/12/2022 22:40:06 - INFO - __main__ - global_steps 147700 loss: 0.30619589 04/12/2022 22:40:11 - INFO - __main__ - global_steps 147750 loss: 0.35623852 04/12/2022 22:40:16 - INFO - __main__ - global_steps 147800 loss: 0.28308437 04/12/2022 22:40:21 - INFO - __main__ - global_steps 147850 loss: 0.27285747 04/12/2022 22:40:26 - INFO - __main__ - global_steps 147900 loss: 0.29638483 04/12/2022 22:40:31 - INFO - __main__ - global_steps 147950 loss: 0.26592645 04/12/2022 22:40:36 - INFO - __main__ - global_steps 148000 loss: 0.29004548 04/12/2022 22:40:40 - INFO - __main__ - global_steps 148050 loss: 0.30320250 04/12/2022 22:40:45 - INFO - __main__ - global_steps 148100 loss: 0.31010020 04/12/2022 22:40:50 - INFO - __main__ - global_steps 148150 loss: 0.29698187 04/12/2022 22:40:55 - INFO - __main__ - global_steps 148200 loss: 0.31339931 04/12/2022 22:40:59 - INFO - __main__ - global_steps 148250 loss: 0.29780109 04/12/2022 22:41:04 - INFO - __main__ - global_steps 148300 loss: 0.33683133 04/12/2022 22:41:09 - INFO - __main__ - global_steps 148350 loss: 0.32541199 04/12/2022 22:41:14 - INFO - __main__ - global_steps 148400 loss: 0.26762783 04/12/2022 22:41:18 - INFO - __main__ - global_steps 148450 loss: 0.28244890 04/12/2022 22:41:23 - INFO - __main__ - global_steps 148500 loss: 0.29710939 04/12/2022 22:41:27 - INFO - __main__ - global_steps 148550 loss: 0.29479461 04/12/2022 22:41:32 - INFO - __main__ - global_steps 148600 loss: 0.26149415 04/12/2022 22:41:37 - INFO - __main__ - global_steps 148650 loss: 0.35841118 04/12/2022 22:41:41 - INFO - __main__ - global_steps 148700 loss: 0.20664803 04/12/2022 22:41:46 - INFO - __main__ - global_steps 148750 loss: 0.36655335 04/12/2022 22:41:51 - INFO - __main__ - global_steps 148800 loss: 0.27851521 04/12/2022 22:41:55 - INFO - __main__ - global_steps 148850 loss: 0.24553859 04/12/2022 22:42:00 - INFO - __main__ - global_steps 148900 loss: 0.29472624 04/12/2022 22:42:05 - INFO - __main__ - global_steps 148950 loss: 0.31379715 04/12/2022 22:42:09 - INFO - __main__ - global_steps 149000 loss: 0.27016132 04/12/2022 22:42:14 - INFO - __main__ - global_steps 149050 loss: 0.27362378 04/12/2022 22:42:19 - INFO - __main__ - global_steps 149100 loss: 0.37440077 04/12/2022 22:42:23 - INFO - __main__ - global_steps 149150 loss: 0.30899944 04/12/2022 22:42:28 - INFO - __main__ - global_steps 149200 loss: 0.23369780 04/12/2022 22:42:33 - INFO - __main__ - global_steps 149250 loss: 0.24921939 04/12/2022 22:42:37 - INFO - __main__ - global_steps 149300 loss: 0.29355694 04/12/2022 22:42:42 - INFO - __main__ - global_steps 149350 loss: 0.25360088 04/12/2022 22:42:46 - INFO - __main__ - global_steps 149400 loss: 0.24944518 04/12/2022 22:42:51 - INFO - __main__ - global_steps 149450 loss: 0.36186778 04/12/2022 22:42:56 - INFO - __main__ - global_steps 149500 loss: 0.31073068 04/12/2022 22:43:00 - INFO - __main__ - global_steps 149550 loss: 0.31366068 04/12/2022 22:43:05 - INFO - __main__ - global_steps 149600 loss: 0.32399255 04/12/2022 22:43:10 - INFO - __main__ - global_steps 149650 loss: 0.31613846 04/12/2022 22:43:14 - INFO - __main__ - global_steps 149700 loss: 0.30682321 04/12/2022 22:43:19 - INFO - __main__ - global_steps 149750 loss: 0.27627897 04/12/2022 22:43:23 - INFO - __main__ - global_steps 149800 loss: 0.28373382 04/12/2022 22:43:28 - INFO - __main__ - global_steps 149850 loss: 0.30025067 04/12/2022 22:43:32 - INFO - __main__ - global_steps 149900 loss: 0.32897879 04/12/2022 22:43:36 - INFO - __main__ - global_steps 149950 loss: 0.29233708 04/12/2022 22:43:41 - INFO - __main__ - global_steps 150000 loss: 0.32935935 04/12/2022 22:43:41 - INFO - __main__ - ********** Running evaluating ********** 04/12/2022 22:43:46 - INFO - __main__ - ########## val_ar_acc 0.7172690763052209 ########## 04/12/2022 22:43:50 - INFO - __main__ - ########## val_bg_acc 0.7606425702811245 ########## 04/12/2022 22:43:55 - INFO - __main__ - ########## val_de_acc 0.7767068273092369 ########## 04/12/2022 22:43:59 - INFO - __main__ - ########## val_el_acc 0.7522088353413655 ########## 04/12/2022 22:44:04 - INFO - __main__ - ########## val_en_acc 0.8437751004016064 ########## 04/12/2022 22:44:08 - INFO - __main__ - ########## val_es_acc 0.7891566265060241 ########## 04/12/2022 22:44:13 - INFO - __main__ - ########## val_fr_acc 0.7811244979919679 ########## 04/12/2022 22:44:18 - INFO - __main__ - ########## val_hi_acc 0.6899598393574298 ########## 04/12/2022 22:44:22 - INFO - __main__ - ########## val_ru_acc 0.7429718875502008 ########## 04/12/2022 22:44:27 - INFO - __main__ - ########## val_sw_acc 0.6714859437751004 ########## 04/12/2022 22:44:31 - INFO - __main__ - ########## val_th_acc 0.706425702811245 ########## 04/12/2022 22:44:36 - INFO - __main__ - ########## val_tr_acc 0.7208835341365462 ########## 04/12/2022 22:44:40 - INFO - __main__ - ########## val_ur_acc 0.6461847389558233 ########## 04/12/2022 22:44:45 - INFO - __main__ - ########## val_vi_acc 0.7397590361445783 ########## 04/12/2022 22:44:49 - INFO - __main__ - ########## val_zh_acc 0.751004016064257 ########## 04/12/2022 22:44:58 - INFO - __main__ - ########## test_ar_acc 0.7381237524950099 ########## 04/12/2022 22:45:08 - INFO - __main__ - ########## test_bg_acc 0.7758483033932135 ########## 04/12/2022 22:45:17 - INFO - __main__ - ########## test_de_acc 0.7686626746506986 ########## 04/12/2022 22:45:26 - INFO - __main__ - ########## test_el_acc 0.7676646706586826 ########## 04/12/2022 22:45:35 - INFO - __main__ - ########## test_en_acc 0.846307385229541 ########## 04/12/2022 22:45:45 - INFO - __main__ - ########## test_es_acc 0.7978043912175649 ########## 04/12/2022 22:45:54 - INFO - __main__ - ########## test_fr_acc 0.7924151696606786 ########## 04/12/2022 22:46:04 - INFO - __main__ - ########## test_hi_acc 0.6880239520958084 ########## 04/12/2022 22:46:13 - INFO - __main__ - ########## test_ru_acc 0.7618762475049901 ########## 04/12/2022 22:46:22 - INFO - __main__ - ########## test_sw_acc 0.691816367265469 ########## 04/12/2022 22:46:31 - INFO - __main__ - ########## test_th_acc 0.7109780439121757 ########## 04/12/2022 22:46:40 - INFO - __main__ - ########## test_tr_acc 0.7173652694610778 ########## 04/12/2022 22:46:49 - INFO - __main__ - ########## test_ur_acc 0.6584830339321357 ########## 04/12/2022 22:46:59 - INFO - __main__ - ########## test_vi_acc 0.7447105788423154 ########## 04/12/2022 22:47:08 - INFO - __main__ - ########## test_zh_acc 0.7481037924151697 ########## 04/12/2022 22:47:08 - INFO - __main__ - val_ar_acc = 0.7172690763052209 04/12/2022 22:47:08 - INFO - __main__ - val_bg_acc = 0.7606425702811245 04/12/2022 22:47:08 - INFO - __main__ - val_de_acc = 0.7767068273092369 04/12/2022 22:47:08 - INFO - __main__ - val_el_acc = 0.7522088353413655 04/12/2022 22:47:08 - INFO - __main__ - val_en_acc = 0.8437751004016064 04/12/2022 22:47:08 - INFO - __main__ - val_es_acc = 0.7891566265060241 04/12/2022 22:47:08 - INFO - __main__ - val_fr_acc = 0.7811244979919679 04/12/2022 22:47:08 - INFO - __main__ - val_hi_acc = 0.6899598393574298 04/12/2022 22:47:08 - INFO - __main__ - val_ru_acc = 0.7429718875502008 04/12/2022 22:47:08 - INFO - __main__ - val_sw_acc = 0.6714859437751004 04/12/2022 22:47:08 - INFO - __main__ - val_th_acc = 0.706425702811245 04/12/2022 22:47:08 - INFO - __main__ - val_tr_acc = 0.7208835341365462 04/12/2022 22:47:08 - INFO - __main__ - val_ur_acc = 0.6461847389558233 04/12/2022 22:47:08 - INFO - __main__ - val_vi_acc = 0.7397590361445783 04/12/2022 22:47:08 - INFO - __main__ - val_zh_acc = 0.751004016064257 04/12/2022 22:47:08 - INFO - __main__ - val_avg_acc = 0.7393038821954484 04/12/2022 22:47:08 - INFO - __main__ - test_ar_acc = 0.7381237524950099 04/12/2022 22:47:08 - INFO - __main__ - test_bg_acc = 0.7758483033932135 04/12/2022 22:47:08 - INFO - __main__ - test_de_acc = 0.7686626746506986 04/12/2022 22:47:08 - INFO - __main__ - test_el_acc = 0.7676646706586826 04/12/2022 22:47:08 - INFO - __main__ - test_en_acc = 0.846307385229541 04/12/2022 22:47:08 - INFO - __main__ - test_es_acc = 0.7978043912175649 04/12/2022 22:47:08 - INFO - __main__ - test_fr_acc = 0.7924151696606786 04/12/2022 22:47:08 - INFO - __main__ - test_hi_acc = 0.6880239520958084 04/12/2022 22:47:08 - INFO - __main__ - test_ru_acc = 0.7618762475049901 04/12/2022 22:47:08 - INFO - __main__ - test_sw_acc = 0.691816367265469 04/12/2022 22:47:08 - INFO - __main__ - test_th_acc = 0.7109780439121757 04/12/2022 22:47:08 - INFO - __main__ - test_tr_acc = 0.7173652694610778 04/12/2022 22:47:08 - INFO - __main__ - test_ur_acc = 0.6584830339321357 04/12/2022 22:47:08 - INFO - __main__ - test_vi_acc = 0.7447105788423154 04/12/2022 22:47:08 - INFO - __main__ - test_zh_acc = 0.7481037924151697 04/12/2022 22:47:08 - INFO - __main__ - test_avg_acc = 0.7472122421823022 04/12/2022 22:47:09 - INFO - __main__ - ********** Evaluating Done ********** 04/12/2022 22:47:14 - INFO - __main__ - global_steps 150050 loss: 0.32597757 04/12/2022 22:47:18 - INFO - __main__ - global_steps 150100 loss: 0.31278622 04/12/2022 22:47:23 - INFO - __main__ - global_steps 150150 loss: 0.23287969 04/12/2022 22:47:27 - INFO - __main__ - global_steps 150200 loss: 0.31986132 04/12/2022 22:47:32 - INFO - __main__ - global_steps 150250 loss: 0.30227433 04/12/2022 22:47:37 - INFO - __main__ - global_steps 150300 loss: 0.25863206 04/12/2022 22:47:41 - INFO - __main__ - global_steps 150350 loss: 0.28091231 04/12/2022 22:47:46 - INFO - __main__ - global_steps 150400 loss: 0.29081197 04/12/2022 22:47:51 - INFO - __main__ - global_steps 150450 loss: 0.29199429 04/12/2022 22:47:55 - INFO - __main__ - global_steps 150500 loss: 0.37176078 04/12/2022 22:48:00 - INFO - __main__ - global_steps 150550 loss: 0.30072283 04/12/2022 22:48:05 - INFO - __main__ - global_steps 150600 loss: 0.31315904 04/12/2022 22:48:10 - INFO - __main__ - global_steps 150650 loss: 0.37208985 04/12/2022 22:48:15 - INFO - __main__ - global_steps 150700 loss: 0.35443887 04/12/2022 22:48:19 - INFO - __main__ - global_steps 150750 loss: 0.26595082 04/12/2022 22:48:24 - INFO - __main__ - global_steps 150800 loss: 0.23427094 04/12/2022 22:48:29 - INFO - __main__ - global_steps 150850 loss: 0.24958966 04/12/2022 22:48:33 - INFO - __main__ - global_steps 150900 loss: 0.30601948 04/12/2022 22:48:38 - INFO - __main__ - global_steps 150950 loss: 0.30991356 04/12/2022 22:48:43 - INFO - __main__ - global_steps 151000 loss: 0.31074708 04/12/2022 22:48:47 - INFO - __main__ - global_steps 151050 loss: 0.26113063 04/12/2022 22:48:52 - INFO - __main__ - global_steps 151100 loss: 0.27627036 04/12/2022 22:48:57 - INFO - __main__ - global_steps 151150 loss: 0.28671267 04/12/2022 22:49:01 - INFO - __main__ - global_steps 151200 loss: 0.25352678 04/12/2022 22:49:06 - INFO - __main__ - global_steps 151250 loss: 0.35690082 04/12/2022 22:49:10 - INFO - __main__ - global_steps 151300 loss: 0.26505116 04/12/2022 22:49:15 - INFO - __main__ - global_steps 151350 loss: 0.29438791 04/12/2022 22:49:20 - INFO - __main__ - global_steps 151400 loss: 0.35075146 04/12/2022 22:49:24 - INFO - __main__ - global_steps 151450 loss: 0.30145823 04/12/2022 22:49:29 - INFO - __main__ - global_steps 151500 loss: 0.26165851 04/12/2022 22:49:34 - INFO - __main__ - global_steps 151550 loss: 0.33701080 04/12/2022 22:49:38 - INFO - __main__ - global_steps 151600 loss: 0.33065350 04/12/2022 22:49:43 - INFO - __main__ - global_steps 151650 loss: 0.29815454 04/12/2022 22:49:48 - INFO - __main__ - global_steps 151700 loss: 0.23460728 04/12/2022 22:49:52 - INFO - __main__ - global_steps 151750 loss: 0.27158766 04/12/2022 22:49:57 - INFO - __main__ - global_steps 151800 loss: 0.30857520 04/12/2022 22:50:01 - INFO - __main__ - global_steps 151850 loss: 0.32285596 04/12/2022 22:50:06 - INFO - __main__ - global_steps 151900 loss: 0.29393445 04/12/2022 22:50:11 - INFO - __main__ - global_steps 151950 loss: 0.28643679 04/12/2022 22:50:15 - INFO - __main__ - global_steps 152000 loss: 0.28847242 04/12/2022 22:50:20 - INFO - __main__ - global_steps 152050 loss: 0.22313878 04/12/2022 22:50:24 - INFO - __main__ - global_steps 152100 loss: 0.33008242 04/12/2022 22:50:29 - INFO - __main__ - global_steps 152150 loss: 0.28064454 04/12/2022 22:50:34 - INFO - __main__ - global_steps 152200 loss: 0.21325877 04/12/2022 22:50:38 - INFO - __main__ - global_steps 152250 loss: 0.28095856 04/12/2022 22:50:43 - INFO - __main__ - global_steps 152300 loss: 0.28671231 04/12/2022 22:50:48 - INFO - __main__ - global_steps 152350 loss: 0.28109884 04/12/2022 22:50:52 - INFO - __main__ - global_steps 152400 loss: 0.29003610 04/12/2022 22:50:57 - INFO - __main__ - global_steps 152450 loss: 0.27385428 04/12/2022 22:51:02 - INFO - __main__ - global_steps 152500 loss: 0.25005214 04/12/2022 22:51:02 - INFO - __main__ - ********** Running evaluating ********** 04/12/2022 22:51:06 - INFO - __main__ - ########## val_ar_acc 0.6783132530120481 ########## 04/12/2022 22:51:11 - INFO - __main__ - ########## val_bg_acc 0.7293172690763052 ########## 04/12/2022 22:51:15 - INFO - __main__ - ########## val_de_acc 0.7365461847389558 ########## 04/12/2022 22:51:20 - INFO - __main__ - ########## val_el_acc 0.714859437751004 ########## 04/12/2022 22:51:24 - INFO - __main__ - ########## val_en_acc 0.8289156626506025 ########## 04/12/2022 22:51:28 - INFO - __main__ - ########## val_es_acc 0.7630522088353414 ########## 04/12/2022 22:51:33 - INFO - __main__ - ########## val_fr_acc 0.744578313253012 ########## 04/12/2022 22:51:38 - INFO - __main__ - ########## val_hi_acc 0.6429718875502008 ########## 04/12/2022 22:51:43 - INFO - __main__ - ########## val_ru_acc 0.7116465863453815 ########## 04/12/2022 22:51:47 - INFO - __main__ - ########## val_sw_acc 0.6457831325301204 ########## 04/12/2022 22:51:51 - INFO - __main__ - ########## val_th_acc 0.6630522088353413 ########## 04/12/2022 22:51:56 - INFO - __main__ - ########## val_tr_acc 0.6791164658634539 ########## 04/12/2022 22:52:00 - INFO - __main__ - ########## val_ur_acc 0.6068273092369478 ########## 04/12/2022 22:52:05 - INFO - __main__ - ########## val_vi_acc 0.6963855421686747 ########## 04/12/2022 22:52:09 - INFO - __main__ - ########## val_zh_acc 0.7092369477911646 ########## 04/12/2022 22:52:18 - INFO - __main__ - ########## test_ar_acc 0.6964071856287425 ########## 04/12/2022 22:52:28 - INFO - __main__ - ########## test_bg_acc 0.743313373253493 ########## 04/12/2022 22:52:37 - INFO - __main__ - ########## test_de_acc 0.7335329341317365 ########## 04/12/2022 22:52:46 - INFO - __main__ - ########## test_el_acc 0.7271457085828343 ########## 04/12/2022 22:52:55 - INFO - __main__ - ########## test_en_acc 0.8219560878243513 ########## 04/12/2022 22:53:04 - INFO - __main__ - ########## test_es_acc 0.7652694610778443 ########## 04/12/2022 22:53:14 - INFO - __main__ - ########## test_fr_acc 0.7622754491017965 ########## 04/12/2022 22:53:23 - INFO - __main__ - ########## test_hi_acc 0.6459081836327345 ########## 04/12/2022 22:53:33 - INFO - __main__ - ########## test_ru_acc 0.7227544910179641 ########## 04/12/2022 22:53:42 - INFO - __main__ - ########## test_sw_acc 0.6560878243512974 ########## 04/12/2022 22:53:51 - INFO - __main__ - ########## test_th_acc 0.656686626746507 ########## 04/12/2022 22:53:59 - INFO - __main__ - ########## test_tr_acc 0.6848303393213573 ########## 04/12/2022 22:54:09 - INFO - __main__ - ########## test_ur_acc 0.6125748502994012 ########## 04/12/2022 22:54:18 - INFO - __main__ - ########## test_vi_acc 0.7045908183632734 ########## 04/12/2022 22:54:27 - INFO - __main__ - ########## test_zh_acc 0.7065868263473054 ########## 04/12/2022 22:54:27 - INFO - __main__ - val_ar_acc = 0.6783132530120481 04/12/2022 22:54:27 - INFO - __main__ - val_bg_acc = 0.7293172690763052 04/12/2022 22:54:27 - INFO - __main__ - val_de_acc = 0.7365461847389558 04/12/2022 22:54:27 - INFO - __main__ - val_el_acc = 0.714859437751004 04/12/2022 22:54:27 - INFO - __main__ - val_en_acc = 0.8289156626506025 04/12/2022 22:54:27 - INFO - __main__ - val_es_acc = 0.7630522088353414 04/12/2022 22:54:27 - INFO - __main__ - val_fr_acc = 0.744578313253012 04/12/2022 22:54:27 - INFO - __main__ - val_hi_acc = 0.6429718875502008 04/12/2022 22:54:27 - INFO - __main__ - val_ru_acc = 0.7116465863453815 04/12/2022 22:54:27 - INFO - __main__ - val_sw_acc = 0.6457831325301204 04/12/2022 22:54:27 - INFO - __main__ - val_th_acc = 0.6630522088353413 04/12/2022 22:54:27 - INFO - __main__ - val_tr_acc = 0.6791164658634539 04/12/2022 22:54:27 - INFO - __main__ - val_ur_acc = 0.6068273092369478 04/12/2022 22:54:27 - INFO - __main__ - val_vi_acc = 0.6963855421686747 04/12/2022 22:54:27 - INFO - __main__ - val_zh_acc = 0.7092369477911646 04/12/2022 22:54:27 - INFO - __main__ - val_avg_acc = 0.7033734939759035 04/12/2022 22:54:27 - INFO - __main__ - test_ar_acc = 0.6964071856287425 04/12/2022 22:54:27 - INFO - __main__ - test_bg_acc = 0.743313373253493 04/12/2022 22:54:27 - INFO - __main__ - test_de_acc = 0.7335329341317365 04/12/2022 22:54:27 - INFO - __main__ - test_el_acc = 0.7271457085828343 04/12/2022 22:54:27 - INFO - __main__ - test_en_acc = 0.8219560878243513 04/12/2022 22:54:27 - INFO - __main__ - test_es_acc = 0.7652694610778443 04/12/2022 22:54:27 - INFO - __main__ - test_fr_acc = 0.7622754491017965 04/12/2022 22:54:27 - INFO - __main__ - test_hi_acc = 0.6459081836327345 04/12/2022 22:54:27 - INFO - __main__ - test_ru_acc = 0.7227544910179641 04/12/2022 22:54:27 - INFO - __main__ - test_sw_acc = 0.6560878243512974 04/12/2022 22:54:27 - INFO - __main__ - test_th_acc = 0.656686626746507 04/12/2022 22:54:27 - INFO - __main__ - test_tr_acc = 0.6848303393213573 04/12/2022 22:54:27 - INFO - __main__ - test_ur_acc = 0.6125748502994012 04/12/2022 22:54:27 - INFO - __main__ - test_vi_acc = 0.7045908183632734 04/12/2022 22:54:27 - INFO - __main__ - test_zh_acc = 0.7065868263473054 04/12/2022 22:54:27 - INFO - __main__ - test_avg_acc = 0.7093280106453759 04/12/2022 22:54:28 - INFO - __main__ - ********** Evaluating Done ********** 04/12/2022 22:54:33 - INFO - __main__ - global_steps 152550 loss: 0.32643257 04/12/2022 22:54:38 - INFO - __main__ - global_steps 152600 loss: 0.32123545 04/12/2022 22:54:42 - INFO - __main__ - global_steps 152650 loss: 0.27436915 04/12/2022 22:54:47 - INFO - __main__ - global_steps 152700 loss: 0.24410231 04/12/2022 22:54:52 - INFO - __main__ - global_steps 152750 loss: 0.29240598 04/12/2022 22:54:56 - INFO - __main__ - global_steps 152800 loss: 0.29062863 04/12/2022 22:55:01 - INFO - __main__ - global_steps 152850 loss: 0.28519001 04/12/2022 22:55:06 - INFO - __main__ - global_steps 152900 loss: 0.32001640 04/12/2022 22:55:10 - INFO - __main__ - global_steps 152950 loss: 0.27684175 04/12/2022 22:55:15 - INFO - __main__ - global_steps 153000 loss: 0.29739524 04/12/2022 22:55:20 - INFO - __main__ - global_steps 153050 loss: 0.27768736 04/12/2022 22:55:24 - INFO - __main__ - global_steps 153100 loss: 0.27167917 04/12/2022 22:55:29 - INFO - __main__ - global_steps 153150 loss: 0.25360897 04/12/2022 22:55:34 - INFO - __main__ - global_steps 153200 loss: 0.31349959 04/12/2022 22:55:38 - INFO - __main__ - global_steps 153250 loss: 0.23805191 04/12/2022 22:55:43 - INFO - __main__ - global_steps 153300 loss: 0.27077639 04/12/2022 22:55:48 - INFO - __main__ - global_steps 153350 loss: 0.30150296 04/12/2022 22:55:52 - INFO - __main__ - global_steps 153400 loss: 0.25898722 04/12/2022 22:55:57 - INFO - __main__ - global_steps 153450 loss: 0.25183383 04/12/2022 22:56:01 - INFO - __main__ - global_steps 153500 loss: 0.27785222 04/12/2022 22:56:06 - INFO - __main__ - global_steps 153550 loss: 0.25325991 04/12/2022 22:56:11 - INFO - __main__ - global_steps 153600 loss: 0.22859896 04/12/2022 22:56:15 - INFO - __main__ - global_steps 153650 loss: 0.28680374 04/12/2022 22:56:20 - INFO - __main__ - global_steps 153700 loss: 0.33879281 04/12/2022 22:56:25 - INFO - __main__ - global_steps 153750 loss: 0.25616652 04/12/2022 22:56:29 - INFO - __main__ - global_steps 153800 loss: 0.30526715 04/12/2022 22:56:34 - INFO - __main__ - global_steps 153850 loss: 0.29653729 04/12/2022 22:56:39 - INFO - __main__ - global_steps 153900 loss: 0.27766300 04/12/2022 22:56:43 - INFO - __main__ - global_steps 153950 loss: 0.29541926 04/12/2022 22:56:48 - INFO - __main__ - global_steps 154000 loss: 0.26190344 04/12/2022 22:56:53 - INFO - __main__ - global_steps 154050 loss: 0.26595440 04/12/2022 22:56:57 - INFO - __main__ - global_steps 154100 loss: 0.32536506 04/12/2022 22:57:02 - INFO - __main__ - global_steps 154150 loss: 0.22707744 04/12/2022 22:57:06 - INFO - __main__ - global_steps 154200 loss: 0.27359782 04/12/2022 22:57:10 - INFO - __main__ - global_steps 154250 loss: 0.27102106 04/12/2022 22:57:15 - INFO - __main__ - global_steps 154300 loss: 0.23219787 04/12/2022 22:57:19 - INFO - __main__ - global_steps 154350 loss: 0.26877904 04/12/2022 22:57:24 - INFO - __main__ - global_steps 154400 loss: 0.28270157 04/12/2022 22:57:28 - INFO - __main__ - global_steps 154450 loss: 0.23242856 04/12/2022 22:57:33 - INFO - __main__ - global_steps 154500 loss: 0.31520205 04/12/2022 22:57:38 - INFO - __main__ - global_steps 154550 loss: 0.27872152 04/12/2022 22:57:42 - INFO - __main__ - global_steps 154600 loss: 0.29182137 04/12/2022 22:57:47 - INFO - __main__ - global_steps 154650 loss: 0.27483960 04/12/2022 22:57:52 - INFO - __main__ - global_steps 154700 loss: 0.31332813 04/12/2022 22:57:56 - INFO - __main__ - global_steps 154750 loss: 0.26994155 04/12/2022 22:58:01 - INFO - __main__ - global_steps 154800 loss: 0.31792893 04/12/2022 22:58:05 - INFO - __main__ - global_steps 154850 loss: 0.25591803 04/12/2022 22:58:10 - INFO - __main__ - global_steps 154900 loss: 0.21120444 04/12/2022 22:58:14 - INFO - __main__ - global_steps 154950 loss: 0.32847579 04/12/2022 22:58:19 - INFO - __main__ - global_steps 155000 loss: 0.23648701 04/12/2022 22:58:19 - INFO - __main__ - ********** Running evaluating ********** 04/12/2022 22:58:23 - INFO - __main__ - ########## val_ar_acc 0.7 ########## 04/12/2022 22:58:27 - INFO - __main__ - ########## val_bg_acc 0.7497991967871486 ########## 04/12/2022 22:58:32 - INFO - __main__ - ########## val_de_acc 0.7602409638554217 ########## 04/12/2022 22:58:36 - INFO - __main__ - ########## val_el_acc 0.7441767068273092 ########## 04/12/2022 22:58:40 - INFO - __main__ - ########## val_en_acc 0.8465863453815261 ########## 04/12/2022 22:58:44 - INFO - __main__ - ########## val_es_acc 0.7839357429718875 ########## 04/12/2022 22:58:49 - INFO - __main__ - ########## val_fr_acc 0.7646586345381526 ########## 04/12/2022 22:58:53 - INFO - __main__ - ########## val_hi_acc 0.6690763052208836 ########## 04/12/2022 22:58:58 - INFO - __main__ - ########## val_ru_acc 0.7337349397590361 ########## 04/12/2022 22:59:02 - INFO - __main__ - ########## val_sw_acc 0.6634538152610442 ########## 04/12/2022 22:59:07 - INFO - __main__ - ########## val_th_acc 0.6863453815261045 ########## 04/12/2022 22:59:11 - INFO - __main__ - ########## val_tr_acc 0.7048192771084337 ########## 04/12/2022 22:59:16 - INFO - __main__ - ########## val_ur_acc 0.6317269076305221 ########## 04/12/2022 22:59:21 - INFO - __main__ - ########## val_vi_acc 0.7257028112449799 ########## 04/12/2022 22:59:25 - INFO - __main__ - ########## val_zh_acc 0.7325301204819277 ########## 04/12/2022 22:59:34 - INFO - __main__ - ########## test_ar_acc 0.7143712574850299 ########## 04/12/2022 22:59:43 - INFO - __main__ - ########## test_bg_acc 0.7604790419161677 ########## 04/12/2022 22:59:53 - INFO - __main__ - ########## test_de_acc 0.757684630738523 ########## 04/12/2022 23:00:02 - INFO - __main__ - ########## test_el_acc 0.7530938123752495 ########## 04/12/2022 23:00:11 - INFO - __main__ - ########## test_en_acc 0.8413173652694611 ########## 04/12/2022 23:00:20 - INFO - __main__ - ########## test_es_acc 0.7864271457085829 ########## 04/12/2022 23:00:30 - INFO - __main__ - ########## test_fr_acc 0.781437125748503 ########## 04/12/2022 23:00:39 - INFO - __main__ - ########## test_hi_acc 0.6724550898203593 ########## 04/12/2022 23:00:49 - INFO - __main__ - ########## test_ru_acc 0.7463073852295409 ########## 04/12/2022 23:00:58 - INFO - __main__ - ########## test_sw_acc 0.6742514970059881 ########## 04/12/2022 23:01:07 - INFO - __main__ - ########## test_th_acc 0.691816367265469 ########## 04/12/2022 23:01:16 - INFO - __main__ - ########## test_tr_acc 0.7047904191616766 ########## 04/12/2022 23:01:25 - INFO - __main__ - ########## test_ur_acc 0.6367265469061876 ########## 04/12/2022 23:01:34 - INFO - __main__ - ########## test_vi_acc 0.7241516966067865 ########## 04/12/2022 23:01:43 - INFO - __main__ - ########## test_zh_acc 0.7361277445109781 ########## 04/12/2022 23:01:43 - INFO - __main__ - val_ar_acc = 0.7 04/12/2022 23:01:43 - INFO - __main__ - val_bg_acc = 0.7497991967871486 04/12/2022 23:01:43 - INFO - __main__ - val_de_acc = 0.7602409638554217 04/12/2022 23:01:43 - INFO - __main__ - val_el_acc = 0.7441767068273092 04/12/2022 23:01:43 - INFO - __main__ - val_en_acc = 0.8465863453815261 04/12/2022 23:01:43 - INFO - __main__ - val_es_acc = 0.7839357429718875 04/12/2022 23:01:43 - INFO - __main__ - val_fr_acc = 0.7646586345381526 04/12/2022 23:01:43 - INFO - __main__ - val_hi_acc = 0.6690763052208836 04/12/2022 23:01:43 - INFO - __main__ - val_ru_acc = 0.7337349397590361 04/12/2022 23:01:43 - INFO - __main__ - val_sw_acc = 0.6634538152610442 04/12/2022 23:01:43 - INFO - __main__ - val_th_acc = 0.6863453815261045 04/12/2022 23:01:43 - INFO - __main__ - val_tr_acc = 0.7048192771084337 04/12/2022 23:01:43 - INFO - __main__ - val_ur_acc = 0.6317269076305221 04/12/2022 23:01:43 - INFO - __main__ - val_vi_acc = 0.7257028112449799 04/12/2022 23:01:43 - INFO - __main__ - val_zh_acc = 0.7325301204819277 04/12/2022 23:01:43 - INFO - __main__ - val_avg_acc = 0.7264524765729585 04/12/2022 23:01:43 - INFO - __main__ - test_ar_acc = 0.7143712574850299 04/12/2022 23:01:43 - INFO - __main__ - test_bg_acc = 0.7604790419161677 04/12/2022 23:01:43 - INFO - __main__ - test_de_acc = 0.757684630738523 04/12/2022 23:01:43 - INFO - __main__ - test_el_acc = 0.7530938123752495 04/12/2022 23:01:43 - INFO - __main__ - test_en_acc = 0.8413173652694611 04/12/2022 23:01:43 - INFO - __main__ - test_es_acc = 0.7864271457085829 04/12/2022 23:01:43 - INFO - __main__ - test_fr_acc = 0.781437125748503 04/12/2022 23:01:43 - INFO - __main__ - test_hi_acc = 0.6724550898203593 04/12/2022 23:01:43 - INFO - __main__ - test_ru_acc = 0.7463073852295409 04/12/2022 23:01:43 - INFO - __main__ - test_sw_acc = 0.6742514970059881 04/12/2022 23:01:43 - INFO - __main__ - test_th_acc = 0.691816367265469 04/12/2022 23:01:43 - INFO - __main__ - test_tr_acc = 0.7047904191616766 04/12/2022 23:01:43 - INFO - __main__ - test_ur_acc = 0.6367265469061876 04/12/2022 23:01:43 - INFO - __main__ - test_vi_acc = 0.7241516966067865 04/12/2022 23:01:43 - INFO - __main__ - test_zh_acc = 0.7361277445109781 04/12/2022 23:01:43 - INFO - __main__ - test_avg_acc = 0.7320958083832336 04/12/2022 23:01:45 - INFO - utils - remove old ckpt: xnli_right_avg_new/ckpt/step-152500-test_avg_acc-0.7093280106453759-val_avg_acc-0.7033734939759035 04/12/2022 23:01:45 - INFO - __main__ - ********** Evaluating Done ********** 04/12/2022 23:01:49 - INFO - __main__ - global_steps 155050 loss: 0.24105129 04/12/2022 23:01:54 - INFO - __main__ - global_steps 155100 loss: 0.22374744 04/12/2022 23:01:59 - INFO - __main__ - global_steps 155150 loss: 0.31433027 04/12/2022 23:02:03 - INFO - __main__ - global_steps 155200 loss: 0.32011575 04/12/2022 23:02:08 - INFO - __main__ - global_steps 155250 loss: 0.24322568 04/12/2022 23:02:13 - INFO - __main__ - global_steps 155300 loss: 0.25411302 04/12/2022 23:02:17 - INFO - __main__ - global_steps 155350 loss: 0.25229128 04/12/2022 23:02:22 - INFO - __main__ - global_steps 155400 loss: 0.25564162 04/12/2022 23:02:27 - INFO - __main__ - global_steps 155450 loss: 0.26406942 04/12/2022 23:02:31 - INFO - __main__ - global_steps 155500 loss: 0.32181706 04/12/2022 23:02:36 - INFO - __main__ - global_steps 155550 loss: 0.28374824 04/12/2022 23:02:40 - INFO - __main__ - global_steps 155600 loss: 0.30721847 04/12/2022 23:02:45 - INFO - __main__ - global_steps 155650 loss: 0.22700829 04/12/2022 23:02:49 - INFO - __main__ - global_steps 155700 loss: 0.30835881 04/12/2022 23:02:54 - INFO - __main__ - global_steps 155750 loss: 0.29285900 04/12/2022 23:02:58 - INFO - __main__ - global_steps 155800 loss: 0.31556613 04/12/2022 23:03:03 - INFO - __main__ - global_steps 155850 loss: 0.29701463 04/12/2022 23:03:07 - INFO - __main__ - global_steps 155900 loss: 0.29233438 04/12/2022 23:03:11 - INFO - __main__ - global_steps 155950 loss: 0.26378930 04/12/2022 23:03:16 - INFO - __main__ - global_steps 156000 loss: 0.26753761 04/12/2022 23:03:21 - INFO - __main__ - global_steps 156050 loss: 0.23790437 04/12/2022 23:03:25 - INFO - __main__ - global_steps 156100 loss: 0.28534016 04/12/2022 23:03:30 - INFO - __main__ - global_steps 156150 loss: 0.24647562 04/12/2022 23:03:34 - INFO - __main__ - global_steps 156200 loss: 0.30749088 04/12/2022 23:03:39 - INFO - __main__ - global_steps 156250 loss: 0.24389454 04/12/2022 23:03:44 - INFO - __main__ - global_steps 156300 loss: 0.30658420 04/12/2022 23:03:48 - INFO - __main__ - global_steps 156350 loss: 0.25421198 04/12/2022 23:03:53 - INFO - __main__ - global_steps 156400 loss: 0.24529806 04/12/2022 23:03:58 - INFO - __main__ - global_steps 156450 loss: 0.29190676 04/12/2022 23:04:02 - INFO - __main__ - global_steps 156500 loss: 0.29189330 04/12/2022 23:04:07 - INFO - __main__ - global_steps 156550 loss: 0.30212778 04/12/2022 23:04:11 - INFO - __main__ - global_steps 156600 loss: 0.22958666 04/12/2022 23:04:16 - INFO - __main__ - global_steps 156650 loss: 0.32352312 04/12/2022 23:04:21 - INFO - __main__ - global_steps 156700 loss: 0.23921997 04/12/2022 23:04:26 - INFO - __main__ - global_steps 156750 loss: 0.30455500 04/12/2022 23:04:30 - INFO - __main__ - global_steps 156800 loss: 0.32094346 04/12/2022 23:04:35 - INFO - __main__ - global_steps 156850 loss: 0.22901702 04/12/2022 23:04:40 - INFO - __main__ - global_steps 156900 loss: 0.32085994 04/12/2022 23:04:44 - INFO - __main__ - global_steps 156950 loss: 0.23177595 04/12/2022 23:04:49 - INFO - __main__ - global_steps 157000 loss: 0.27758863 04/12/2022 23:04:54 - INFO - __main__ - global_steps 157050 loss: 0.31127052 04/12/2022 23:04:58 - INFO - __main__ - global_steps 157100 loss: 0.33128239 04/12/2022 23:05:03 - INFO - __main__ - global_steps 157150 loss: 0.25754672 04/12/2022 23:05:07 - INFO - __main__ - global_steps 157200 loss: 0.29183130 04/12/2022 23:05:12 - INFO - __main__ - global_steps 157250 loss: 0.31932356 04/12/2022 23:05:17 - INFO - __main__ - global_steps 157300 loss: 0.23649293 04/12/2022 23:05:21 - INFO - __main__ - global_steps 157350 loss: 0.28583803 04/12/2022 23:05:26 - INFO - __main__ - global_steps 157400 loss: 0.33442847 04/12/2022 23:05:31 - INFO - __main__ - global_steps 157450 loss: 0.23873580 04/12/2022 23:05:35 - INFO - __main__ - global_steps 157500 loss: 0.32578474 04/12/2022 23:05:35 - INFO - __main__ - ********** Running evaluating ********** 04/12/2022 23:05:40 - INFO - __main__ - ########## val_ar_acc 0.6899598393574298 ########## 04/12/2022 23:05:44 - INFO - __main__ - ########## val_bg_acc 0.7373493975903614 ########## 04/12/2022 23:05:49 - INFO - __main__ - ########## val_de_acc 0.7518072289156627 ########## 04/12/2022 23:05:54 - INFO - __main__ - ########## val_el_acc 0.7208835341365462 ########## 04/12/2022 23:05:58 - INFO - __main__ - ########## val_en_acc 0.834136546184739 ########## 04/12/2022 23:06:02 - INFO - __main__ - ########## val_es_acc 0.7827309236947791 ########## 04/12/2022 23:06:07 - INFO - __main__ - ########## val_fr_acc 0.7622489959839357 ########## 04/12/2022 23:06:12 - INFO - __main__ - ########## val_hi_acc 0.6630522088353413 ########## 04/12/2022 23:06:17 - INFO - __main__ - ########## val_ru_acc 0.7152610441767068 ########## 04/12/2022 23:06:21 - INFO - __main__ - ########## val_sw_acc 0.6510040160642571 ########## 04/12/2022 23:06:25 - INFO - __main__ - ########## val_th_acc 0.6698795180722892 ########## 04/12/2022 23:06:30 - INFO - __main__ - ########## val_tr_acc 0.6927710843373494 ########## 04/12/2022 23:06:35 - INFO - __main__ - ########## val_ur_acc 0.6112449799196787 ########## 04/12/2022 23:06:39 - INFO - __main__ - ########## val_vi_acc 0.7120481927710843 ########## 04/12/2022 23:06:44 - INFO - __main__ - ########## val_zh_acc 0.7313253012048193 ########## 04/12/2022 23:06:53 - INFO - __main__ - ########## test_ar_acc 0.6984031936127745 ########## 04/12/2022 23:07:02 - INFO - __main__ - ########## test_bg_acc 0.7493013972055889 ########## 04/12/2022 23:07:11 - INFO - __main__ - ########## test_de_acc 0.7475049900199601 ########## 04/12/2022 23:07:20 - INFO - __main__ - ########## test_el_acc 0.7375249500998003 ########## 04/12/2022 23:07:29 - INFO - __main__ - ########## test_en_acc 0.8335329341317366 ########## 04/12/2022 23:07:38 - INFO - __main__ - ########## test_es_acc 0.7756487025948103 ########## 04/12/2022 23:07:47 - INFO - __main__ - ########## test_fr_acc 0.7734530938123753 ########## 04/12/2022 23:07:57 - INFO - __main__ - ########## test_hi_acc 0.6584830339321357 ########## 04/12/2022 23:08:07 - INFO - __main__ - ########## test_ru_acc 0.7363273453093813 ########## 04/12/2022 23:08:15 - INFO - __main__ - ########## test_sw_acc 0.664870259481038 ########## 04/12/2022 23:08:24 - INFO - __main__ - ########## test_th_acc 0.679441117764471 ########## 04/12/2022 23:08:33 - INFO - __main__ - ########## test_tr_acc 0.6878243512974052 ########## 04/12/2022 23:08:43 - INFO - __main__ - ########## test_ur_acc 0.6231536926147705 ########## 04/12/2022 23:08:52 - INFO - __main__ - ########## test_vi_acc 0.7101796407185629 ########## 04/12/2022 23:09:01 - INFO - __main__ - ########## test_zh_acc 0.7247504990019961 ########## 04/12/2022 23:09:01 - INFO - __main__ - val_ar_acc = 0.6899598393574298 04/12/2022 23:09:01 - INFO - __main__ - val_bg_acc = 0.7373493975903614 04/12/2022 23:09:01 - INFO - __main__ - val_de_acc = 0.7518072289156627 04/12/2022 23:09:01 - INFO - __main__ - val_el_acc = 0.7208835341365462 04/12/2022 23:09:01 - INFO - __main__ - val_en_acc = 0.834136546184739 04/12/2022 23:09:01 - INFO - __main__ - val_es_acc = 0.7827309236947791 04/12/2022 23:09:01 - INFO - __main__ - val_fr_acc = 0.7622489959839357 04/12/2022 23:09:01 - INFO - __main__ - val_hi_acc = 0.6630522088353413 04/12/2022 23:09:01 - INFO - __main__ - val_ru_acc = 0.7152610441767068 04/12/2022 23:09:01 - INFO - __main__ - val_sw_acc = 0.6510040160642571 04/12/2022 23:09:01 - INFO - __main__ - val_th_acc = 0.6698795180722892 04/12/2022 23:09:01 - INFO - __main__ - val_tr_acc = 0.6927710843373494 04/12/2022 23:09:01 - INFO - __main__ - val_ur_acc = 0.6112449799196787 04/12/2022 23:09:01 - INFO - __main__ - val_vi_acc = 0.7120481927710843 04/12/2022 23:09:01 - INFO - __main__ - val_zh_acc = 0.7313253012048193 04/12/2022 23:09:01 - INFO - __main__ - val_avg_acc = 0.7150468540829987 04/12/2022 23:09:01 - INFO - __main__ - test_ar_acc = 0.6984031936127745 04/12/2022 23:09:01 - INFO - __main__ - test_bg_acc = 0.7493013972055889 04/12/2022 23:09:01 - INFO - __main__ - test_de_acc = 0.7475049900199601 04/12/2022 23:09:01 - INFO - __main__ - test_el_acc = 0.7375249500998003 04/12/2022 23:09:01 - INFO - __main__ - test_en_acc = 0.8335329341317366 04/12/2022 23:09:01 - INFO - __main__ - test_es_acc = 0.7756487025948103 04/12/2022 23:09:01 - INFO - __main__ - test_fr_acc = 0.7734530938123753 04/12/2022 23:09:01 - INFO - __main__ - test_hi_acc = 0.6584830339321357 04/12/2022 23:09:01 - INFO - __main__ - test_ru_acc = 0.7363273453093813 04/12/2022 23:09:01 - INFO - __main__ - test_sw_acc = 0.664870259481038 04/12/2022 23:09:01 - INFO - __main__ - test_th_acc = 0.679441117764471 04/12/2022 23:09:01 - INFO - __main__ - test_tr_acc = 0.6878243512974052 04/12/2022 23:09:01 - INFO - __main__ - test_ur_acc = 0.6231536926147705 04/12/2022 23:09:01 - INFO - __main__ - test_vi_acc = 0.7101796407185629 04/12/2022 23:09:01 - INFO - __main__ - test_zh_acc = 0.7247504990019961 04/12/2022 23:09:01 - INFO - __main__ - test_avg_acc = 0.720026613439787 04/12/2022 23:09:02 - INFO - utils - remove old ckpt: xnli_right_avg_new/ckpt/step-157500-test_avg_acc-0.720026613439787-val_avg_acc-0.7150468540829987 04/12/2022 23:09:02 - INFO - __main__ - ********** Evaluating Done ********** 04/12/2022 23:09:07 - INFO - __main__ - global_steps 157550 loss: 0.26036619 04/12/2022 23:09:12 - INFO - __main__ - global_steps 157600 loss: 0.28671025 04/12/2022 23:09:16 - INFO - __main__ - global_steps 157650 loss: 0.33906244 04/12/2022 23:09:21 - INFO - __main__ - global_steps 157700 loss: 0.23317219 04/12/2022 23:09:26 - INFO - __main__ - global_steps 157750 loss: 0.24593277 04/12/2022 23:09:30 - INFO - __main__ - global_steps 157800 loss: 0.29589854 04/12/2022 23:09:35 - INFO - __main__ - global_steps 157850 loss: 0.29709570 04/12/2022 23:09:40 - INFO - __main__ - global_steps 157900 loss: 0.20759698 04/12/2022 23:09:44 - INFO - __main__ - global_steps 157950 loss: 0.27826314 04/12/2022 23:09:49 - INFO - __main__ - global_steps 158000 loss: 0.27027321 04/12/2022 23:09:54 - INFO - __main__ - global_steps 158050 loss: 0.30102428 04/12/2022 23:09:58 - INFO - __main__ - global_steps 158100 loss: 0.25646116 04/12/2022 23:10:03 - INFO - __main__ - global_steps 158150 loss: 0.24088825 04/12/2022 23:10:07 - INFO - __main__ - global_steps 158200 loss: 0.27985077 04/12/2022 23:10:12 - INFO - __main__ - global_steps 158250 loss: 0.32113011 04/12/2022 23:10:17 - INFO - __main__ - global_steps 158300 loss: 0.29025551 04/12/2022 23:10:21 - INFO - __main__ - global_steps 158350 loss: 0.28061511 04/12/2022 23:10:26 - INFO - __main__ - global_steps 158400 loss: 0.29221137 04/12/2022 23:10:30 - INFO - __main__ - global_steps 158450 loss: 0.28096172 04/12/2022 23:10:34 - INFO - __main__ - global_steps 158500 loss: 0.28217451 04/12/2022 23:10:39 - INFO - __main__ - global_steps 158550 loss: 0.27397221 04/12/2022 23:10:43 - INFO - __main__ - global_steps 158600 loss: 0.31621977 04/12/2022 23:10:47 - INFO - __main__ - global_steps 158650 loss: 0.26783764 04/12/2022 23:10:52 - INFO - __main__ - global_steps 158700 loss: 0.31453182 04/12/2022 23:10:56 - INFO - __main__ - global_steps 158750 loss: 0.28969657 04/12/2022 23:11:01 - INFO - __main__ - global_steps 158800 loss: 0.31082245 04/12/2022 23:11:06 - INFO - __main__ - global_steps 158850 loss: 0.30912473 04/12/2022 23:11:10 - INFO - __main__ - global_steps 158900 loss: 0.30851184 04/12/2022 23:11:15 - INFO - __main__ - global_steps 158950 loss: 0.25398187 04/12/2022 23:11:20 - INFO - __main__ - global_steps 159000 loss: 0.18545646 04/12/2022 23:11:24 - INFO - __main__ - global_steps 159050 loss: 0.25138776 04/12/2022 23:11:29 - INFO - __main__ - global_steps 159100 loss: 0.26716747 04/12/2022 23:11:34 - INFO - __main__ - global_steps 159150 loss: 0.28716858 04/12/2022 23:11:38 - INFO - __main__ - global_steps 159200 loss: 0.25756436 04/12/2022 23:11:43 - INFO - __main__ - global_steps 159250 loss: 0.35416432 04/12/2022 23:11:47 - INFO - __main__ - global_steps 159300 loss: 0.28826624 04/12/2022 23:11:52 - INFO - __main__ - global_steps 159350 loss: 0.26557579 04/12/2022 23:11:57 - INFO - __main__ - global_steps 159400 loss: 0.22001772 04/12/2022 23:12:01 - INFO - __main__ - global_steps 159450 loss: 0.25588030 04/12/2022 23:12:06 - INFO - __main__ - global_steps 159500 loss: 0.32592497 04/12/2022 23:12:11 - INFO - __main__ - global_steps 159550 loss: 0.24495003 04/12/2022 23:12:15 - INFO - __main__ - global_steps 159600 loss: 0.22928385 04/12/2022 23:12:20 - INFO - __main__ - global_steps 159650 loss: 0.26495349 04/12/2022 23:12:25 - INFO - __main__ - global_steps 159700 loss: 0.26986763 04/12/2022 23:12:29 - INFO - __main__ - global_steps 159750 loss: 0.30666613 04/12/2022 23:12:34 - INFO - __main__ - global_steps 159800 loss: 0.30351930 04/12/2022 23:12:39 - INFO - __main__ - global_steps 159850 loss: 0.31078046 04/12/2022 23:12:44 - INFO - __main__ - global_steps 159900 loss: 0.21083595 04/12/2022 23:12:48 - INFO - __main__ - global_steps 159950 loss: 0.31267233 04/12/2022 23:12:53 - INFO - __main__ - global_steps 160000 loss: 0.30231347 04/12/2022 23:12:53 - INFO - __main__ - ********** Running evaluating ********** 04/12/2022 23:12:58 - INFO - __main__ - ########## val_ar_acc 0.6775100401606425 ########## 04/12/2022 23:13:03 - INFO - __main__ - ########## val_bg_acc 0.729718875502008 ########## 04/12/2022 23:13:07 - INFO - __main__ - ########## val_de_acc 0.7377510040160643 ########## 04/12/2022 23:13:12 - INFO - __main__ - ########## val_el_acc 0.7164658634538152 ########## 04/12/2022 23:13:16 - INFO - __main__ - ########## val_en_acc 0.8285140562248996 ########## 04/12/2022 23:13:21 - INFO - __main__ - ########## val_es_acc 0.7694779116465863 ########## 04/12/2022 23:13:26 - INFO - __main__ - ########## val_fr_acc 0.7477911646586345 ########## 04/12/2022 23:13:31 - INFO - __main__ - ########## val_hi_acc 0.6465863453815262 ########## 04/12/2022 23:13:36 - INFO - __main__ - ########## val_ru_acc 0.7032128514056225 ########## 04/12/2022 23:13:40 - INFO - __main__ - ########## val_sw_acc 0.6357429718875502 ########## 04/12/2022 23:13:45 - INFO - __main__ - ########## val_th_acc 0.6590361445783133 ########## 04/12/2022 23:13:50 - INFO - __main__ - ########## val_tr_acc 0.6771084337349398 ########## 04/12/2022 23:13:55 - INFO - __main__ - ########## val_ur_acc 0.6012048192771084 ########## 04/12/2022 23:13:59 - INFO - __main__ - ########## val_vi_acc 0.7016064257028113 ########## 04/12/2022 23:14:04 - INFO - __main__ - ########## val_zh_acc 0.7164658634538152 ########## 04/12/2022 23:14:14 - INFO - __main__ - ########## test_ar_acc 0.6906187624750499 ########## 04/12/2022 23:14:24 - INFO - __main__ - ########## test_bg_acc 0.7399201596806387 ########## 04/12/2022 23:14:33 - INFO - __main__ - ########## test_de_acc 0.7351297405189621 ########## 04/12/2022 23:14:43 - INFO - __main__ - ########## test_el_acc 0.7217564870259481 ########## 04/12/2022 23:14:52 - INFO - __main__ - ########## test_en_acc 0.8197604790419162 ########## 04/12/2022 23:15:02 - INFO - __main__ - ########## test_es_acc 0.7660678642714571 ########## 04/12/2022 23:15:11 - INFO - __main__ - ########## test_fr_acc 0.7656686626746507 ########## 04/12/2022 23:15:21 - INFO - __main__ - ########## test_hi_acc 0.6467065868263473 ########## 04/12/2022 23:15:31 - INFO - __main__ - ########## test_ru_acc 0.7271457085828343 ########## 04/12/2022 23:15:40 - INFO - __main__ - ########## test_sw_acc 0.6518962075848304 ########## 04/12/2022 23:15:49 - INFO - __main__ - ########## test_th_acc 0.666067864271457 ########## 04/12/2022 23:15:58 - INFO - __main__ - ########## test_tr_acc 0.6776447105788423 ########## 04/12/2022 23:16:07 - INFO - __main__ - ########## test_ur_acc 0.6085828343313373 ########## 04/12/2022 23:16:17 - INFO - __main__ - ########## test_vi_acc 0.7089820359281437 ########## 04/12/2022 23:16:26 - INFO - __main__ - ########## test_zh_acc 0.7143712574850299 ########## 04/12/2022 23:16:26 - INFO - __main__ - val_ar_acc = 0.6775100401606425 04/12/2022 23:16:26 - INFO - __main__ - val_bg_acc = 0.729718875502008 04/12/2022 23:16:26 - INFO - __main__ - val_de_acc = 0.7377510040160643 04/12/2022 23:16:26 - INFO - __main__ - val_el_acc = 0.7164658634538152 04/12/2022 23:16:26 - INFO - __main__ - val_en_acc = 0.8285140562248996 04/12/2022 23:16:26 - INFO - __main__ - val_es_acc = 0.7694779116465863 04/12/2022 23:16:26 - INFO - __main__ - val_fr_acc = 0.7477911646586345 04/12/2022 23:16:26 - INFO - __main__ - val_hi_acc = 0.6465863453815262 04/12/2022 23:16:26 - INFO - __main__ - val_ru_acc = 0.7032128514056225 04/12/2022 23:16:26 - INFO - __main__ - val_sw_acc = 0.6357429718875502 04/12/2022 23:16:26 - INFO - __main__ - val_th_acc = 0.6590361445783133 04/12/2022 23:16:26 - INFO - __main__ - val_tr_acc = 0.6771084337349398 04/12/2022 23:16:26 - INFO - __main__ - val_ur_acc = 0.6012048192771084 04/12/2022 23:16:26 - INFO - __main__ - val_vi_acc = 0.7016064257028113 04/12/2022 23:16:26 - INFO - __main__ - val_zh_acc = 0.7164658634538152 04/12/2022 23:16:26 - INFO - __main__ - val_avg_acc = 0.7032128514056225 04/12/2022 23:16:26 - INFO - __main__ - test_ar_acc = 0.6906187624750499 04/12/2022 23:16:26 - INFO - __main__ - test_bg_acc = 0.7399201596806387 04/12/2022 23:16:26 - INFO - __main__ - test_de_acc = 0.7351297405189621 04/12/2022 23:16:26 - INFO - __main__ - test_el_acc = 0.7217564870259481 04/12/2022 23:16:26 - INFO - __main__ - test_en_acc = 0.8197604790419162 04/12/2022 23:16:26 - INFO - __main__ - test_es_acc = 0.7660678642714571 04/12/2022 23:16:26 - INFO - __main__ - test_fr_acc = 0.7656686626746507 04/12/2022 23:16:26 - INFO - __main__ - test_hi_acc = 0.6467065868263473 04/12/2022 23:16:26 - INFO - __main__ - test_ru_acc = 0.7271457085828343 04/12/2022 23:16:26 - INFO - __main__ - test_sw_acc = 0.6518962075848304 04/12/2022 23:16:26 - INFO - __main__ - test_th_acc = 0.666067864271457 04/12/2022 23:16:26 - INFO - __main__ - test_tr_acc = 0.6776447105788423 04/12/2022 23:16:26 - INFO - __main__ - test_ur_acc = 0.6085828343313373 04/12/2022 23:16:26 - INFO - __main__ - test_vi_acc = 0.7089820359281437 04/12/2022 23:16:26 - INFO - __main__ - test_zh_acc = 0.7143712574850299 04/12/2022 23:16:26 - INFO - __main__ - test_avg_acc = 0.709354624085163 04/12/2022 23:16:27 - INFO - utils - remove old ckpt: xnli_right_avg_new/ckpt/step-160000-test_avg_acc-0.709354624085163-val_avg_acc-0.7032128514056225 04/12/2022 23:16:27 - INFO - __main__ - ********** Evaluating Done ********** 04/12/2022 23:16:32 - INFO - __main__ - global_steps 160050 loss: 0.28408222 04/12/2022 23:16:37 - INFO - __main__ - global_steps 160100 loss: 0.24535091 04/12/2022 23:16:42 - INFO - __main__ - global_steps 160150 loss: 0.21427242 04/12/2022 23:16:47 - INFO - __main__ - global_steps 160200 loss: 0.30660321 04/12/2022 23:16:51 - INFO - __main__ - global_steps 160250 loss: 0.26649185 04/12/2022 23:16:56 - INFO - __main__ - global_steps 160300 loss: 0.31292288 04/12/2022 23:17:01 - INFO - __main__ - global_steps 160350 loss: 0.31670357 04/12/2022 23:17:06 - INFO - __main__ - global_steps 160400 loss: 0.22642502 04/12/2022 23:17:11 - INFO - __main__ - global_steps 160450 loss: 0.25972063 04/12/2022 23:17:16 - INFO - __main__ - global_steps 160500 loss: 0.28123265 04/12/2022 23:17:21 - INFO - __main__ - global_steps 160550 loss: 0.23382401 04/12/2022 23:17:26 - INFO - __main__ - global_steps 160600 loss: 0.32576123 04/12/2022 23:17:30 - INFO - __main__ - global_steps 160650 loss: 0.30139732 04/12/2022 23:17:35 - INFO - __main__ - global_steps 160700 loss: 0.23132774 04/12/2022 23:17:40 - INFO - __main__ - global_steps 160750 loss: 0.29910481 04/12/2022 23:17:45 - INFO - __main__ - global_steps 160800 loss: 0.25283953 04/12/2022 23:17:50 - INFO - __main__ - global_steps 160850 loss: 0.24988309 04/12/2022 23:17:55 - INFO - __main__ - global_steps 160900 loss: 0.23384985 04/12/2022 23:18:00 - INFO - __main__ - global_steps 160950 loss: 0.31569601 04/12/2022 23:18:05 - INFO - __main__ - global_steps 161000 loss: 0.23209099 04/12/2022 23:18:10 - INFO - __main__ - global_steps 161050 loss: 0.22947687 04/12/2022 23:18:14 - INFO - __main__ - global_steps 161100 loss: 0.33034774 04/12/2022 23:18:19 - INFO - __main__ - global_steps 161150 loss: 0.29873630 04/12/2022 23:18:24 - INFO - __main__ - global_steps 161200 loss: 0.29501985 04/12/2022 23:18:29 - INFO - __main__ - global_steps 161250 loss: 0.27435444 04/12/2022 23:18:34 - INFO - __main__ - global_steps 161300 loss: 0.27541070 04/12/2022 23:18:39 - INFO - __main__ - global_steps 161350 loss: 0.23229181 04/12/2022 23:18:44 - INFO - __main__ - global_steps 161400 loss: 0.22196621 04/12/2022 23:18:49 - INFO - __main__ - global_steps 161450 loss: 0.26743226 04/12/2022 23:18:53 - INFO - __main__ - global_steps 161500 loss: 0.27405320 04/12/2022 23:18:58 - INFO - __main__ - global_steps 161550 loss: 0.21379635 04/12/2022 23:19:03 - INFO - __main__ - global_steps 161600 loss: 0.24920176 04/12/2022 23:19:08 - INFO - __main__ - global_steps 161650 loss: 0.32176079 04/12/2022 23:19:12 - INFO - __main__ - global_steps 161700 loss: 0.23623127 04/12/2022 23:19:17 - INFO - __main__ - global_steps 161750 loss: 0.28601039 04/12/2022 23:19:22 - INFO - __main__ - global_steps 161800 loss: 0.21944632 04/12/2022 23:19:27 - INFO - __main__ - global_steps 161850 loss: 0.26787807 04/12/2022 23:19:32 - INFO - __main__ - global_steps 161900 loss: 0.25301562 04/12/2022 23:19:36 - INFO - __main__ - global_steps 161950 loss: 0.29827275 04/12/2022 23:19:41 - INFO - __main__ - global_steps 162000 loss: 0.30010397 04/12/2022 23:19:46 - INFO - __main__ - global_steps 162050 loss: 0.32738115 04/12/2022 23:19:50 - INFO - __main__ - global_steps 162100 loss: 0.28770588 04/12/2022 23:19:55 - INFO - __main__ - global_steps 162150 loss: 0.23592065 04/12/2022 23:20:00 - INFO - __main__ - global_steps 162200 loss: 0.30269775 04/12/2022 23:20:05 - INFO - __main__ - global_steps 162250 loss: 0.29639268 04/12/2022 23:20:10 - INFO - __main__ - global_steps 162300 loss: 0.22864897 04/12/2022 23:20:15 - INFO - __main__ - global_steps 162350 loss: 0.27701386 04/12/2022 23:20:20 - INFO - __main__ - global_steps 162400 loss: 0.24775938 04/12/2022 23:20:25 - INFO - __main__ - global_steps 162450 loss: 0.26182265 04/12/2022 23:20:29 - INFO - __main__ - global_steps 162500 loss: 0.30674166 04/12/2022 23:20:29 - INFO - __main__ - ********** Running evaluating ********** 04/12/2022 23:20:34 - INFO - __main__ - ########## val_ar_acc 0.7040160642570281 ########## 04/12/2022 23:20:38 - INFO - __main__ - ########## val_bg_acc 0.7389558232931727 ########## 04/12/2022 23:20:43 - INFO - __main__ - ########## val_de_acc 0.7493975903614458 ########## 04/12/2022 23:20:47 - INFO - __main__ - ########## val_el_acc 0.734136546184739 ########## 04/12/2022 23:20:52 - INFO - __main__ - ########## val_en_acc 0.8389558232931726 ########## 04/12/2022 23:20:56 - INFO - __main__ - ########## val_es_acc 0.7783132530120482 ########## 04/12/2022 23:21:01 - INFO - __main__ - ########## val_fr_acc 0.7682730923694779 ########## 04/12/2022 23:21:06 - INFO - __main__ - ########## val_hi_acc 0.6634538152610442 ########## 04/12/2022 23:21:10 - INFO - __main__ - ########## val_ru_acc 0.7228915662650602 ########## 04/12/2022 23:21:15 - INFO - __main__ - ########## val_sw_acc 0.6514056224899598 ########## 04/12/2022 23:21:19 - INFO - __main__ - ########## val_th_acc 0.6755020080321286 ########## 04/12/2022 23:21:24 - INFO - __main__ - ########## val_tr_acc 0.6991967871485943 ########## 04/12/2022 23:21:28 - INFO - __main__ - ########## val_ur_acc 0.6244979919678715 ########## 04/12/2022 23:21:33 - INFO - __main__ - ########## val_vi_acc 0.7244979919678715 ########## 04/12/2022 23:21:37 - INFO - __main__ - ########## val_zh_acc 0.7365461847389558 ########## 04/12/2022 23:21:46 - INFO - __main__ - ########## test_ar_acc 0.7083832335329341 ########## 04/12/2022 23:21:56 - INFO - __main__ - ########## test_bg_acc 0.7574850299401198 ########## 04/12/2022 23:22:05 - INFO - __main__ - ########## test_de_acc 0.7514970059880239 ########## 04/12/2022 23:22:15 - INFO - __main__ - ########## test_el_acc 0.7393213572854291 ########## 04/12/2022 23:22:23 - INFO - __main__ - ########## test_en_acc 0.8333333333333334 ########## 04/12/2022 23:22:33 - INFO - __main__ - ########## test_es_acc 0.7816367265469062 ########## 04/12/2022 23:22:42 - INFO - __main__ - ########## test_fr_acc 0.7772455089820359 ########## 04/12/2022 23:22:52 - INFO - __main__ - ########## test_hi_acc 0.6594810379241517 ########## 04/12/2022 23:23:01 - INFO - __main__ - ########## test_ru_acc 0.7359281437125749 ########## 04/12/2022 23:23:10 - INFO - __main__ - ########## test_sw_acc 0.6686626746506986 ########## 04/12/2022 23:23:19 - INFO - __main__ - ########## test_th_acc 0.6832335329341317 ########## 04/12/2022 23:23:28 - INFO - __main__ - ########## test_tr_acc 0.692814371257485 ########## 04/12/2022 23:23:38 - INFO - __main__ - ########## test_ur_acc 0.6275449101796408 ########## 04/12/2022 23:23:47 - INFO - __main__ - ########## test_vi_acc 0.7223552894211577 ########## 04/12/2022 23:23:56 - INFO - __main__ - ########## test_zh_acc 0.7303393213572854 ########## 04/12/2022 23:23:56 - INFO - __main__ - val_ar_acc = 0.7040160642570281 04/12/2022 23:23:56 - INFO - __main__ - val_bg_acc = 0.7389558232931727 04/12/2022 23:23:56 - INFO - __main__ - val_de_acc = 0.7493975903614458 04/12/2022 23:23:56 - INFO - __main__ - val_el_acc = 0.734136546184739 04/12/2022 23:23:56 - INFO - __main__ - val_en_acc = 0.8389558232931726 04/12/2022 23:23:56 - INFO - __main__ - val_es_acc = 0.7783132530120482 04/12/2022 23:23:56 - INFO - __main__ - val_fr_acc = 0.7682730923694779 04/12/2022 23:23:56 - INFO - __main__ - val_hi_acc = 0.6634538152610442 04/12/2022 23:23:56 - INFO - __main__ - val_ru_acc = 0.7228915662650602 04/12/2022 23:23:56 - INFO - __main__ - val_sw_acc = 0.6514056224899598 04/12/2022 23:23:56 - INFO - __main__ - val_th_acc = 0.6755020080321286 04/12/2022 23:23:56 - INFO - __main__ - val_tr_acc = 0.6991967871485943 04/12/2022 23:23:56 - INFO - __main__ - val_ur_acc = 0.6244979919678715 04/12/2022 23:23:56 - INFO - __main__ - val_vi_acc = 0.7244979919678715 04/12/2022 23:23:56 - INFO - __main__ - val_zh_acc = 0.7365461847389558 04/12/2022 23:23:56 - INFO - __main__ - val_avg_acc = 0.7206693440428379 04/12/2022 23:23:56 - INFO - __main__ - test_ar_acc = 0.7083832335329341 04/12/2022 23:23:56 - INFO - __main__ - test_bg_acc = 0.7574850299401198 04/12/2022 23:23:56 - INFO - __main__ - test_de_acc = 0.7514970059880239 04/12/2022 23:23:56 - INFO - __main__ - test_el_acc = 0.7393213572854291 04/12/2022 23:23:56 - INFO - __main__ - test_en_acc = 0.8333333333333334 04/12/2022 23:23:56 - INFO - __main__ - test_es_acc = 0.7816367265469062 04/12/2022 23:23:56 - INFO - __main__ - test_fr_acc = 0.7772455089820359 04/12/2022 23:23:56 - INFO - __main__ - test_hi_acc = 0.6594810379241517 04/12/2022 23:23:56 - INFO - __main__ - test_ru_acc = 0.7359281437125749 04/12/2022 23:23:56 - INFO - __main__ - test_sw_acc = 0.6686626746506986 04/12/2022 23:23:56 - INFO - __main__ - test_th_acc = 0.6832335329341317 04/12/2022 23:23:56 - INFO - __main__ - test_tr_acc = 0.692814371257485 04/12/2022 23:23:56 - INFO - __main__ - test_ur_acc = 0.6275449101796408 04/12/2022 23:23:56 - INFO - __main__ - test_vi_acc = 0.7223552894211577 04/12/2022 23:23:56 - INFO - __main__ - test_zh_acc = 0.7303393213572854 04/12/2022 23:23:56 - INFO - __main__ - test_avg_acc = 0.7246174318030605 04/12/2022 23:23:57 - INFO - utils - remove old ckpt: xnli_right_avg_new/ckpt/step-147500-test_avg_acc-0.723579507651364-val_avg_acc-0.718821954484605 04/12/2022 23:23:57 - INFO - __main__ - ********** Evaluating Done ********** 04/12/2022 23:24:02 - INFO - __main__ - global_steps 162550 loss: 0.29194879 04/12/2022 23:24:07 - INFO - __main__ - global_steps 162600 loss: 0.29794386 04/12/2022 23:24:11 - INFO - __main__ - global_steps 162650 loss: 0.21806047 04/12/2022 23:24:16 - INFO - __main__ - global_steps 162700 loss: 0.27625998 04/12/2022 23:24:21 - INFO - __main__ - global_steps 162750 loss: 0.27960105 04/12/2022 23:24:26 - INFO - __main__ - global_steps 162800 loss: 0.30786193 04/12/2022 23:24:30 - INFO - __main__ - global_steps 162850 loss: 0.33762785 04/12/2022 23:24:35 - INFO - __main__ - global_steps 162900 loss: 0.27504088 04/12/2022 23:24:40 - INFO - __main__ - global_steps 162950 loss: 0.27651067 04/12/2022 23:24:45 - INFO - __main__ - global_steps 163000 loss: 0.26145667 04/12/2022 23:24:49 - INFO - __main__ - global_steps 163050 loss: 0.30410394 04/12/2022 23:24:54 - INFO - __main__ - global_steps 163100 loss: 0.28292915 04/12/2022 23:24:59 - INFO - __main__ - global_steps 163150 loss: 0.26464344 04/12/2022 23:25:04 - INFO - __main__ - global_steps 163200 loss: 0.25906473 04/12/2022 23:25:08 - INFO - __main__ - global_steps 163250 loss: 0.26140508 04/12/2022 23:25:13 - INFO - __main__ - global_steps 163300 loss: 0.25620110 04/12/2022 23:25:18 - INFO - __main__ - global_steps 163350 loss: 0.34927233 04/12/2022 23:25:23 - INFO - __main__ - global_steps 163400 loss: 0.27671744 04/12/2022 23:25:28 - INFO - __main__ - global_steps 163450 loss: 0.30712775 04/12/2022 23:25:32 - INFO - __main__ - global_steps 163500 loss: 0.22055458 04/12/2022 23:25:37 - INFO - __main__ - global_steps 163550 loss: 0.32265288 04/12/2022 23:25:43 - INFO - __main__ - global_steps 163600 loss: 0.34073187 04/12/2022 23:25:47 - INFO - __main__ - global_steps 163650 loss: 0.30422203 04/12/2022 23:25:52 - INFO - __main__ - global_steps 163700 loss: 0.32110011 04/12/2022 23:25:56 - INFO - __main__ - global_steps 163750 loss: 0.29752517 04/12/2022 23:26:01 - INFO - __main__ - global_steps 163800 loss: 0.28479709 04/12/2022 23:26:06 - INFO - __main__ - global_steps 163850 loss: 0.29420730 04/12/2022 23:26:10 - INFO - __main__ - global_steps 163900 loss: 0.19351745 04/12/2022 23:26:15 - INFO - __main__ - global_steps 163950 loss: 0.22984707 04/12/2022 23:26:20 - INFO - __main__ - global_steps 164000 loss: 0.31751996 04/12/2022 23:26:24 - INFO - __main__ - global_steps 164050 loss: 0.25481194 04/12/2022 23:26:29 - INFO - __main__ - global_steps 164100 loss: 0.23370567 04/12/2022 23:26:33 - INFO - __main__ - global_steps 164150 loss: 0.30384710 04/12/2022 23:26:38 - INFO - __main__ - global_steps 164200 loss: 0.27111701 04/12/2022 23:26:43 - INFO - __main__ - global_steps 164250 loss: 0.33888771 04/12/2022 23:26:47 - INFO - __main__ - global_steps 164300 loss: 0.31598790 04/12/2022 23:26:52 - INFO - __main__ - global_steps 164350 loss: 0.25395335 04/12/2022 23:26:57 - INFO - __main__ - global_steps 164400 loss: 0.24977994 04/12/2022 23:27:01 - INFO - __main__ - global_steps 164450 loss: 0.30567374 04/12/2022 23:27:06 - INFO - __main__ - global_steps 164500 loss: 0.27483346 04/12/2022 23:27:11 - INFO - __main__ - global_steps 164550 loss: 0.26093397 04/12/2022 23:27:15 - INFO - __main__ - global_steps 164600 loss: 0.26793234 04/12/2022 23:27:20 - INFO - __main__ - global_steps 164650 loss: 0.31479746 04/12/2022 23:27:25 - INFO - __main__ - global_steps 164700 loss: 0.27907656 04/12/2022 23:27:29 - INFO - __main__ - global_steps 164750 loss: 0.24434744 04/12/2022 23:27:34 - INFO - __main__ - global_steps 164800 loss: 0.21245202 04/12/2022 23:27:39 - INFO - __main__ - global_steps 164850 loss: 0.32071498 04/12/2022 23:27:43 - INFO - __main__ - global_steps 164900 loss: 0.26657454 04/12/2022 23:27:48 - INFO - __main__ - global_steps 164950 loss: 0.27797581 04/12/2022 23:27:53 - INFO - __main__ - global_steps 165000 loss: 0.34059758 04/12/2022 23:27:53 - INFO - __main__ - ********** Running evaluating ********** 04/12/2022 23:27:57 - INFO - __main__ - ########## val_ar_acc 0.7 ########## 04/12/2022 23:28:02 - INFO - __main__ - ########## val_bg_acc 0.7377510040160643 ########## 04/12/2022 23:28:06 - INFO - __main__ - ########## val_de_acc 0.7522088353413655 ########## 04/12/2022 23:28:11 - INFO - __main__ - ########## val_el_acc 0.7321285140562249 ########## 04/12/2022 23:28:16 - INFO - __main__ - ########## val_en_acc 0.838152610441767 ########## 04/12/2022 23:28:20 - INFO - __main__ - ########## val_es_acc 0.7775100401606426 ########## 04/12/2022 23:28:25 - INFO - __main__ - ########## val_fr_acc 0.7674698795180723 ########## 04/12/2022 23:28:30 - INFO - __main__ - ########## val_hi_acc 0.6694779116465863 ########## 04/12/2022 23:28:35 - INFO - __main__ - ########## val_ru_acc 0.7305220883534137 ########## 04/12/2022 23:28:40 - INFO - __main__ - ########## val_sw_acc 0.6638554216867469 ########## 04/12/2022 23:28:44 - INFO - __main__ - ########## val_th_acc 0.6738955823293172 ########## 04/12/2022 23:28:49 - INFO - __main__ - ########## val_tr_acc 0.7072289156626506 ########## 04/12/2022 23:28:53 - INFO - __main__ - ########## val_ur_acc 0.6285140562248996 ########## 04/12/2022 23:28:58 - INFO - __main__ - ########## val_vi_acc 0.7228915662650602 ########## 04/12/2022 23:29:03 - INFO - __main__ - ########## val_zh_acc 0.7285140562248996 ########## 04/12/2022 23:29:12 - INFO - __main__ - ########## test_ar_acc 0.7131736526946107 ########## 04/12/2022 23:29:22 - INFO - __main__ - ########## test_bg_acc 0.7590818363273453 ########## 04/12/2022 23:29:32 - INFO - __main__ - ########## test_de_acc 0.7552894211576846 ########## 04/12/2022 23:29:41 - INFO - __main__ - ########## test_el_acc 0.7409181636726547 ########## 04/12/2022 23:29:50 - INFO - __main__ - ########## test_en_acc 0.8337325349301398 ########## 04/12/2022 23:30:00 - INFO - __main__ - ########## test_es_acc 0.7828343313373254 ########## 04/12/2022 23:30:10 - INFO - __main__ - ########## test_fr_acc 0.7772455089820359 ########## 04/12/2022 23:30:20 - INFO - __main__ - ########## test_hi_acc 0.6640718562874252 ########## 04/12/2022 23:30:29 - INFO - __main__ - ########## test_ru_acc 0.7417165668662674 ########## 04/12/2022 23:30:38 - INFO - __main__ - ########## test_sw_acc 0.6806387225548902 ########## 04/12/2022 23:30:47 - INFO - __main__ - ########## test_th_acc 0.6816367265469062 ########## 04/12/2022 23:30:56 - INFO - __main__ - ########## test_tr_acc 0.6964071856287425 ########## 04/12/2022 23:31:06 - INFO - __main__ - ########## test_ur_acc 0.6339321357285429 ########## 04/12/2022 23:31:15 - INFO - __main__ - ########## test_vi_acc 0.7243512974051897 ########## 04/12/2022 23:31:24 - INFO - __main__ - ########## test_zh_acc 0.7331337325349302 ########## 04/12/2022 23:31:24 - INFO - __main__ - val_ar_acc = 0.7 04/12/2022 23:31:24 - INFO - __main__ - val_bg_acc = 0.7377510040160643 04/12/2022 23:31:24 - INFO - __main__ - val_de_acc = 0.7522088353413655 04/12/2022 23:31:24 - INFO - __main__ - val_el_acc = 0.7321285140562249 04/12/2022 23:31:24 - INFO - __main__ - val_en_acc = 0.838152610441767 04/12/2022 23:31:24 - INFO - __main__ - val_es_acc = 0.7775100401606426 04/12/2022 23:31:24 - INFO - __main__ - val_fr_acc = 0.7674698795180723 04/12/2022 23:31:24 - INFO - __main__ - val_hi_acc = 0.6694779116465863 04/12/2022 23:31:24 - INFO - __main__ - val_ru_acc = 0.7305220883534137 04/12/2022 23:31:24 - INFO - __main__ - val_sw_acc = 0.6638554216867469 04/12/2022 23:31:24 - INFO - __main__ - val_th_acc = 0.6738955823293172 04/12/2022 23:31:24 - INFO - __main__ - val_tr_acc = 0.7072289156626506 04/12/2022 23:31:24 - INFO - __main__ - val_ur_acc = 0.6285140562248996 04/12/2022 23:31:24 - INFO - __main__ - val_vi_acc = 0.7228915662650602 04/12/2022 23:31:24 - INFO - __main__ - val_zh_acc = 0.7285140562248996 04/12/2022 23:31:24 - INFO - __main__ - val_avg_acc = 0.722008032128514 04/12/2022 23:31:24 - INFO - __main__ - test_ar_acc = 0.7131736526946107 04/12/2022 23:31:24 - INFO - __main__ - test_bg_acc = 0.7590818363273453 04/12/2022 23:31:24 - INFO - __main__ - test_de_acc = 0.7552894211576846 04/12/2022 23:31:24 - INFO - __main__ - test_el_acc = 0.7409181636726547 04/12/2022 23:31:24 - INFO - __main__ - test_en_acc = 0.8337325349301398 04/12/2022 23:31:24 - INFO - __main__ - test_es_acc = 0.7828343313373254 04/12/2022 23:31:24 - INFO - __main__ - test_fr_acc = 0.7772455089820359 04/12/2022 23:31:24 - INFO - __main__ - test_hi_acc = 0.6640718562874252 04/12/2022 23:31:24 - INFO - __main__ - test_ru_acc = 0.7417165668662674 04/12/2022 23:31:24 - INFO - __main__ - test_sw_acc = 0.6806387225548902 04/12/2022 23:31:24 - INFO - __main__ - test_th_acc = 0.6816367265469062 04/12/2022 23:31:24 - INFO - __main__ - test_tr_acc = 0.6964071856287425 04/12/2022 23:31:24 - INFO - __main__ - test_ur_acc = 0.6339321357285429 04/12/2022 23:31:24 - INFO - __main__ - test_vi_acc = 0.7243512974051897 04/12/2022 23:31:24 - INFO - __main__ - test_zh_acc = 0.7331337325349302 04/12/2022 23:31:24 - INFO - __main__ - test_avg_acc = 0.7278775781769793 04/12/2022 23:31:25 - INFO - utils - remove old ckpt: xnli_right_avg_new/ckpt/step-162500-test_avg_acc-0.7246174318030605-val_avg_acc-0.7206693440428379 04/12/2022 23:31:25 - INFO - __main__ - ********** Evaluating Done ********** 04/12/2022 23:31:30 - INFO - __main__ - global_steps 165050 loss: 0.22983895 04/12/2022 23:31:35 - INFO - __main__ - global_steps 165100 loss: 0.33842728 04/12/2022 23:31:39 - INFO - __main__ - global_steps 165150 loss: 0.33353096 04/12/2022 23:31:44 - INFO - __main__ - global_steps 165200 loss: 0.25333332 04/12/2022 23:31:49 - INFO - __main__ - global_steps 165250 loss: 0.25287978 04/12/2022 23:31:53 - INFO - __main__ - global_steps 165300 loss: 0.27329729 04/12/2022 23:31:58 - INFO - __main__ - global_steps 165350 loss: 0.26370395 04/12/2022 23:32:02 - INFO - __main__ - global_steps 165400 loss: 0.25912472 04/12/2022 23:32:07 - INFO - __main__ - global_steps 165450 loss: 0.29756511 04/12/2022 23:32:11 - INFO - __main__ - global_steps 165500 loss: 0.26341475 04/12/2022 23:32:15 - INFO - __main__ - global_steps 165550 loss: 0.29782576 04/12/2022 23:32:20 - INFO - __main__ - global_steps 165600 loss: 0.25649802 04/12/2022 23:32:24 - INFO - __main__ - global_steps 165650 loss: 0.26066146 04/12/2022 23:32:29 - INFO - __main__ - global_steps 165700 loss: 0.27903354 04/12/2022 23:32:34 - INFO - __main__ - global_steps 165750 loss: 0.24964940 04/12/2022 23:32:38 - INFO - __main__ - global_steps 165800 loss: 0.26641022 04/12/2022 23:32:43 - INFO - __main__ - global_steps 165850 loss: 0.28959241 04/12/2022 23:32:48 - INFO - __main__ - global_steps 165900 loss: 0.34371099 04/12/2022 23:32:52 - INFO - __main__ - global_steps 165950 loss: 0.31436745 04/12/2022 23:32:57 - INFO - __main__ - global_steps 166000 loss: 0.29392337 04/12/2022 23:33:02 - INFO - __main__ - global_steps 166050 loss: 0.30776125 04/12/2022 23:33:07 - INFO - __main__ - global_steps 166100 loss: 0.25951744 04/12/2022 23:33:12 - INFO - __main__ - global_steps 166150 loss: 0.26867628 04/12/2022 23:33:16 - INFO - __main__ - global_steps 166200 loss: 0.31534144 04/12/2022 23:33:21 - INFO - __main__ - global_steps 166250 loss: 0.26652530 04/12/2022 23:33:26 - INFO - __main__ - global_steps 166300 loss: 0.25541671 04/12/2022 23:33:30 - INFO - __main__ - global_steps 166350 loss: 0.26876690 04/12/2022 23:33:35 - INFO - __main__ - global_steps 166400 loss: 0.22611822 04/12/2022 23:33:40 - INFO - __main__ - global_steps 166450 loss: 0.23723870 04/12/2022 23:33:45 - INFO - __main__ - global_steps 166500 loss: 0.27940363 04/12/2022 23:33:49 - INFO - __main__ - global_steps 166550 loss: 0.26646178 04/12/2022 23:33:54 - INFO - __main__ - global_steps 166600 loss: 0.24504031 04/12/2022 23:33:59 - INFO - __main__ - global_steps 166650 loss: 0.29597226 04/12/2022 23:34:03 - INFO - __main__ - global_steps 166700 loss: 0.27412694 04/12/2022 23:34:08 - INFO - __main__ - global_steps 166750 loss: 0.23912091 04/12/2022 23:34:13 - INFO - __main__ - global_steps 166800 loss: 0.32116039 04/12/2022 23:34:18 - INFO - __main__ - global_steps 166850 loss: 0.26605774 04/12/2022 23:34:22 - INFO - __main__ - global_steps 166900 loss: 0.27905382 04/12/2022 23:34:27 - INFO - __main__ - global_steps 166950 loss: 0.34942852 04/12/2022 23:34:32 - INFO - __main__ - global_steps 167000 loss: 0.26786999 04/12/2022 23:34:37 - INFO - __main__ - global_steps 167050 loss: 0.29901131 04/12/2022 23:34:41 - INFO - __main__ - global_steps 167100 loss: 0.24355938 04/12/2022 23:34:46 - INFO - __main__ - global_steps 167150 loss: 0.26849546 04/12/2022 23:34:51 - INFO - __main__ - global_steps 167200 loss: 0.29463991 04/12/2022 23:34:56 - INFO - __main__ - global_steps 167250 loss: 0.31204509 04/12/2022 23:35:01 - INFO - __main__ - global_steps 167300 loss: 0.29651850 04/12/2022 23:35:05 - INFO - __main__ - global_steps 167350 loss: 0.32766585 04/12/2022 23:35:10 - INFO - __main__ - global_steps 167400 loss: 0.30132467 04/12/2022 23:35:15 - INFO - __main__ - global_steps 167450 loss: 0.30011664 04/12/2022 23:35:20 - INFO - __main__ - global_steps 167500 loss: 0.31878319 04/12/2022 23:35:20 - INFO - __main__ - ********** Running evaluating ********** 04/12/2022 23:35:24 - INFO - __main__ - ########## val_ar_acc 0.7060240963855422 ########## 04/12/2022 23:35:29 - INFO - __main__ - ########## val_bg_acc 0.7437751004016064 ########## 04/12/2022 23:35:34 - INFO - __main__ - ########## val_de_acc 0.763855421686747 ########## 04/12/2022 23:35:38 - INFO - __main__ - ########## val_el_acc 0.7333333333333333 ########## 04/12/2022 23:35:43 - INFO - __main__ - ########## val_en_acc 0.844578313253012 ########## 04/12/2022 23:35:47 - INFO - __main__ - ########## val_es_acc 0.785140562248996 ########## 04/12/2022 23:35:52 - INFO - __main__ - ########## val_fr_acc 0.7746987951807229 ########## 04/12/2022 23:35:57 - INFO - __main__ - ########## val_hi_acc 0.6738955823293172 ########## 04/12/2022 23:36:02 - INFO - __main__ - ########## val_ru_acc 0.7329317269076305 ########## 04/12/2022 23:36:06 - INFO - __main__ - ########## val_sw_acc 0.6674698795180722 ########## 04/12/2022 23:36:11 - INFO - __main__ - ########## val_th_acc 0.6839357429718875 ########## 04/12/2022 23:36:15 - INFO - __main__ - ########## val_tr_acc 0.7076305220883534 ########## 04/12/2022 23:36:20 - INFO - __main__ - ########## val_ur_acc 0.6313253012048192 ########## 04/12/2022 23:36:25 - INFO - __main__ - ########## val_vi_acc 0.7313253012048193 ########## 04/12/2022 23:36:29 - INFO - __main__ - ########## val_zh_acc 0.7433734939759036 ########## 04/12/2022 23:36:38 - INFO - __main__ - ########## test_ar_acc 0.7141716566866267 ########## 04/12/2022 23:36:48 - INFO - __main__ - ########## test_bg_acc 0.7644710578842315 ########## 04/12/2022 23:36:57 - INFO - __main__ - ########## test_de_acc 0.7634730538922155 ########## 04/12/2022 23:37:07 - INFO - __main__ - ########## test_el_acc 0.7497005988023953 ########## 04/12/2022 23:37:16 - INFO - __main__ - ########## test_en_acc 0.8423153692614771 ########## 04/12/2022 23:37:26 - INFO - __main__ - ########## test_es_acc 0.7894211576846307 ########## 04/12/2022 23:37:35 - INFO - __main__ - ########## test_fr_acc 0.7854291417165669 ########## 04/12/2022 23:37:45 - INFO - __main__ - ########## test_hi_acc 0.6760479041916168 ########## 04/12/2022 23:37:55 - INFO - __main__ - ########## test_ru_acc 0.7467065868263473 ########## 04/12/2022 23:38:04 - INFO - __main__ - ########## test_sw_acc 0.6806387225548902 ########## 04/12/2022 23:38:13 - INFO - __main__ - ########## test_th_acc 0.6966067864271457 ########## 04/12/2022 23:38:22 - INFO - __main__ - ########## test_tr_acc 0.7059880239520958 ########## 04/12/2022 23:38:32 - INFO - __main__ - ########## test_ur_acc 0.6379241516966068 ########## 04/12/2022 23:38:41 - INFO - __main__ - ########## test_vi_acc 0.7341317365269461 ########## 04/12/2022 23:38:50 - INFO - __main__ - ########## test_zh_acc 0.7371257485029941 ########## 04/12/2022 23:38:50 - INFO - __main__ - val_ar_acc = 0.7060240963855422 04/12/2022 23:38:50 - INFO - __main__ - val_bg_acc = 0.7437751004016064 04/12/2022 23:38:50 - INFO - __main__ - val_de_acc = 0.763855421686747 04/12/2022 23:38:50 - INFO - __main__ - val_el_acc = 0.7333333333333333 04/12/2022 23:38:50 - INFO - __main__ - val_en_acc = 0.844578313253012 04/12/2022 23:38:50 - INFO - __main__ - val_es_acc = 0.785140562248996 04/12/2022 23:38:50 - INFO - __main__ - val_fr_acc = 0.7746987951807229 04/12/2022 23:38:50 - INFO - __main__ - val_hi_acc = 0.6738955823293172 04/12/2022 23:38:50 - INFO - __main__ - val_ru_acc = 0.7329317269076305 04/12/2022 23:38:50 - INFO - __main__ - val_sw_acc = 0.6674698795180722 04/12/2022 23:38:50 - INFO - __main__ - val_th_acc = 0.6839357429718875 04/12/2022 23:38:50 - INFO - __main__ - val_tr_acc = 0.7076305220883534 04/12/2022 23:38:50 - INFO - __main__ - val_ur_acc = 0.6313253012048192 04/12/2022 23:38:50 - INFO - __main__ - val_vi_acc = 0.7313253012048193 04/12/2022 23:38:50 - INFO - __main__ - val_zh_acc = 0.7433734939759036 04/12/2022 23:38:50 - INFO - __main__ - val_avg_acc = 0.7282195448460509 04/12/2022 23:38:50 - INFO - __main__ - test_ar_acc = 0.7141716566866267 04/12/2022 23:38:50 - INFO - __main__ - test_bg_acc = 0.7644710578842315 04/12/2022 23:38:50 - INFO - __main__ - test_de_acc = 0.7634730538922155 04/12/2022 23:38:50 - INFO - __main__ - test_el_acc = 0.7497005988023953 04/12/2022 23:38:50 - INFO - __main__ - test_en_acc = 0.8423153692614771 04/12/2022 23:38:50 - INFO - __main__ - test_es_acc = 0.7894211576846307 04/12/2022 23:38:50 - INFO - __main__ - test_fr_acc = 0.7854291417165669 04/12/2022 23:38:50 - INFO - __main__ - test_hi_acc = 0.6760479041916168 04/12/2022 23:38:50 - INFO - __main__ - test_ru_acc = 0.7467065868263473 04/12/2022 23:38:50 - INFO - __main__ - test_sw_acc = 0.6806387225548902 04/12/2022 23:38:50 - INFO - __main__ - test_th_acc = 0.6966067864271457 04/12/2022 23:38:50 - INFO - __main__ - test_tr_acc = 0.7059880239520958 04/12/2022 23:38:50 - INFO - __main__ - test_ur_acc = 0.6379241516966068 04/12/2022 23:38:50 - INFO - __main__ - test_vi_acc = 0.7341317365269461 04/12/2022 23:38:50 - INFO - __main__ - test_zh_acc = 0.7371257485029941 04/12/2022 23:38:50 - INFO - __main__ - test_avg_acc = 0.7349434464404524 04/12/2022 23:38:51 - INFO - utils - remove old ckpt: xnli_right_avg_new/ckpt/step-165000-test_avg_acc-0.7278775781769793-val_avg_acc-0.722008032128514 04/12/2022 23:38:51 - INFO - __main__ - ********** Evaluating Done ********** 04/12/2022 23:38:56 - INFO - __main__ - global_steps 167550 loss: 0.24491755 04/12/2022 23:39:01 - INFO - __main__ - global_steps 167600 loss: 0.24285124 04/12/2022 23:39:06 - INFO - __main__ - global_steps 167650 loss: 0.30289356 04/12/2022 23:39:11 - INFO - __main__ - global_steps 167700 loss: 0.20881596 04/12/2022 23:39:15 - INFO - __main__ - global_steps 167750 loss: 0.24686824 04/12/2022 23:39:20 - INFO - __main__ - global_steps 167800 loss: 0.24174198 04/12/2022 23:39:25 - INFO - __main__ - global_steps 167850 loss: 0.28701968 04/12/2022 23:39:30 - INFO - __main__ - global_steps 167900 loss: 0.27602864 04/12/2022 23:39:35 - INFO - __main__ - global_steps 167950 loss: 0.30652310 04/12/2022 23:39:39 - INFO - __main__ - global_steps 168000 loss: 0.31151530 04/12/2022 23:39:44 - INFO - __main__ - global_steps 168050 loss: 0.22795772 04/12/2022 23:39:49 - INFO - __main__ - global_steps 168100 loss: 0.28019445 04/12/2022 23:39:53 - INFO - __main__ - global_steps 168150 loss: 0.30446172 04/12/2022 23:39:58 - INFO - __main__ - global_steps 168200 loss: 0.27453112 04/12/2022 23:40:03 - INFO - __main__ - global_steps 168250 loss: 0.23737900 04/12/2022 23:40:08 - INFO - __main__ - global_steps 168300 loss: 0.28588689 04/12/2022 23:40:12 - INFO - __main__ - global_steps 168350 loss: 0.28456994 04/12/2022 23:40:17 - INFO - __main__ - global_steps 168400 loss: 0.27844967 04/12/2022 23:40:22 - INFO - __main__ - global_steps 168450 loss: 0.22875537 04/12/2022 23:40:27 - INFO - __main__ - global_steps 168500 loss: 0.30910349 04/12/2022 23:40:31 - INFO - __main__ - global_steps 168550 loss: 0.24021852 04/12/2022 23:40:36 - INFO - __main__ - global_steps 168600 loss: 0.27839540 04/12/2022 23:40:41 - INFO - __main__ - global_steps 168650 loss: 0.21834258 04/12/2022 23:40:46 - INFO - __main__ - global_steps 168700 loss: 0.23205512 04/12/2022 23:40:50 - INFO - __main__ - global_steps 168750 loss: 0.29264494 04/12/2022 23:40:55 - INFO - __main__ - global_steps 168800 loss: 0.27298666 04/12/2022 23:41:00 - INFO - __main__ - global_steps 168850 loss: 0.22723559 04/12/2022 23:41:04 - INFO - __main__ - global_steps 168900 loss: 0.27603145 04/12/2022 23:41:09 - INFO - __main__ - global_steps 168950 loss: 0.34885899 04/12/2022 23:41:14 - INFO - __main__ - global_steps 169000 loss: 0.28772024 04/12/2022 23:41:19 - INFO - __main__ - global_steps 169050 loss: 0.30522577 04/12/2022 23:41:23 - INFO - __main__ - global_steps 169100 loss: 0.22597100 04/12/2022 23:41:28 - INFO - __main__ - global_steps 169150 loss: 0.27710071 04/12/2022 23:41:33 - INFO - __main__ - global_steps 169200 loss: 0.28492397 04/12/2022 23:41:37 - INFO - __main__ - global_steps 169250 loss: 0.23191342 04/12/2022 23:41:42 - INFO - __main__ - global_steps 169300 loss: 0.37273651 04/12/2022 23:41:47 - INFO - __main__ - global_steps 169350 loss: 0.28017472 04/12/2022 23:41:51 - INFO - __main__ - global_steps 169400 loss: 0.21752363 04/12/2022 23:41:56 - INFO - __main__ - global_steps 169450 loss: 0.33983354 04/12/2022 23:42:01 - INFO - __main__ - global_steps 169500 loss: 0.25938226 04/12/2022 23:42:06 - INFO - __main__ - global_steps 169550 loss: 0.21599036 04/12/2022 23:42:10 - INFO - __main__ - global_steps 169600 loss: 0.26780729 04/12/2022 23:42:15 - INFO - __main__ - global_steps 169650 loss: 0.27669883 04/12/2022 23:42:19 - INFO - __main__ - global_steps 169700 loss: 0.24797281 04/12/2022 23:42:24 - INFO - __main__ - global_steps 169750 loss: 0.19607442 04/12/2022 23:42:28 - INFO - __main__ - global_steps 169800 loss: 0.27678991 04/12/2022 23:42:33 - INFO - __main__ - global_steps 169850 loss: 0.28366370 04/12/2022 23:42:37 - INFO - __main__ - global_steps 169900 loss: 0.31552903 04/12/2022 23:42:42 - INFO - __main__ - global_steps 169950 loss: 0.22457500 04/12/2022 23:42:46 - INFO - __main__ - global_steps 170000 loss: 0.22956702 04/12/2022 23:42:46 - INFO - __main__ - ********** Running evaluating ********** 04/12/2022 23:42:51 - INFO - __main__ - ########## val_ar_acc 0.6867469879518072 ########## 04/12/2022 23:42:55 - INFO - __main__ - ########## val_bg_acc 0.7321285140562249 ########## 04/12/2022 23:43:00 - INFO - __main__ - ########## val_de_acc 0.7345381526104418 ########## 04/12/2022 23:43:05 - INFO - __main__ - ########## val_el_acc 0.7180722891566265 ########## 04/12/2022 23:43:09 - INFO - __main__ - ########## val_en_acc 0.8301204819277108 ########## 04/12/2022 23:43:13 - INFO - __main__ - ########## val_es_acc 0.765863453815261 ########## 04/12/2022 23:43:18 - INFO - __main__ - ########## val_fr_acc 0.7502008032128514 ########## 04/12/2022 23:43:22 - INFO - __main__ - ########## val_hi_acc 0.6506024096385542 ########## 04/12/2022 23:43:27 - INFO - __main__ - ########## val_ru_acc 0.7112449799196787 ########## 04/12/2022 23:43:31 - INFO - __main__ - ########## val_sw_acc 0.6542168674698795 ########## 04/12/2022 23:43:36 - INFO - __main__ - ########## val_th_acc 0.6570281124497992 ########## 04/12/2022 23:43:40 - INFO - __main__ - ########## val_tr_acc 0.6783132530120481 ########## 04/12/2022 23:43:45 - INFO - __main__ - ########## val_ur_acc 0.606425702811245 ########## 04/12/2022 23:43:49 - INFO - __main__ - ########## val_vi_acc 0.7060240963855422 ########## 04/12/2022 23:43:54 - INFO - __main__ - ########## val_zh_acc 0.7112449799196787 ########## 04/12/2022 23:44:03 - INFO - __main__ - ########## test_ar_acc 0.7007984031936128 ########## 04/12/2022 23:44:13 - INFO - __main__ - ########## test_bg_acc 0.7451097804391218 ########## 04/12/2022 23:44:22 - INFO - __main__ - ########## test_de_acc 0.7391217564870259 ########## 04/12/2022 23:44:32 - INFO - __main__ - ########## test_el_acc 0.7359281437125749 ########## 04/12/2022 23:44:41 - INFO - __main__ - ########## test_en_acc 0.8325349301397206 ########## 04/12/2022 23:44:50 - INFO - __main__ - ########## test_es_acc 0.7730538922155689 ########## 04/12/2022 23:45:00 - INFO - __main__ - ########## test_fr_acc 0.7630738522954091 ########## 04/12/2022 23:45:10 - INFO - __main__ - ########## test_hi_acc 0.65249500998004 ########## 04/12/2022 23:45:19 - INFO - __main__ - ########## test_ru_acc 0.7293413173652694 ########## 04/12/2022 23:45:28 - INFO - __main__ - ########## test_sw_acc 0.6580838323353293 ########## 04/12/2022 23:45:38 - INFO - __main__ - ########## test_th_acc 0.663872255489022 ########## 04/12/2022 23:45:47 - INFO - __main__ - ########## test_tr_acc 0.6820359281437126 ########## 04/12/2022 23:45:56 - INFO - __main__ - ########## test_ur_acc 0.6169660678642714 ########## 04/12/2022 23:46:06 - INFO - __main__ - ########## test_vi_acc 0.7111776447105789 ########## 04/12/2022 23:46:15 - INFO - __main__ - ########## test_zh_acc 0.7063872255489022 ########## 04/12/2022 23:46:15 - INFO - __main__ - val_ar_acc = 0.6867469879518072 04/12/2022 23:46:15 - INFO - __main__ - val_bg_acc = 0.7321285140562249 04/12/2022 23:46:15 - INFO - __main__ - val_de_acc = 0.7345381526104418 04/12/2022 23:46:15 - INFO - __main__ - val_el_acc = 0.7180722891566265 04/12/2022 23:46:15 - INFO - __main__ - val_en_acc = 0.8301204819277108 04/12/2022 23:46:15 - INFO - __main__ - val_es_acc = 0.765863453815261 04/12/2022 23:46:15 - INFO - __main__ - val_fr_acc = 0.7502008032128514 04/12/2022 23:46:15 - INFO - __main__ - val_hi_acc = 0.6506024096385542 04/12/2022 23:46:15 - INFO - __main__ - val_ru_acc = 0.7112449799196787 04/12/2022 23:46:15 - INFO - __main__ - val_sw_acc = 0.6542168674698795 04/12/2022 23:46:15 - INFO - __main__ - val_th_acc = 0.6570281124497992 04/12/2022 23:46:15 - INFO - __main__ - val_tr_acc = 0.6783132530120481 04/12/2022 23:46:15 - INFO - __main__ - val_ur_acc = 0.606425702811245 04/12/2022 23:46:15 - INFO - __main__ - val_vi_acc = 0.7060240963855422 04/12/2022 23:46:15 - INFO - __main__ - val_zh_acc = 0.7112449799196787 04/12/2022 23:46:15 - INFO - __main__ - val_avg_acc = 0.7061847389558233 04/12/2022 23:46:15 - INFO - __main__ - test_ar_acc = 0.7007984031936128 04/12/2022 23:46:15 - INFO - __main__ - test_bg_acc = 0.7451097804391218 04/12/2022 23:46:15 - INFO - __main__ - test_de_acc = 0.7391217564870259 04/12/2022 23:46:15 - INFO - __main__ - test_el_acc = 0.7359281437125749 04/12/2022 23:46:15 - INFO - __main__ - test_en_acc = 0.8325349301397206 04/12/2022 23:46:15 - INFO - __main__ - test_es_acc = 0.7730538922155689 04/12/2022 23:46:15 - INFO - __main__ - test_fr_acc = 0.7630738522954091 04/12/2022 23:46:15 - INFO - __main__ - test_hi_acc = 0.65249500998004 04/12/2022 23:46:15 - INFO - __main__ - test_ru_acc = 0.7293413173652694 04/12/2022 23:46:15 - INFO - __main__ - test_sw_acc = 0.6580838323353293 04/12/2022 23:46:15 - INFO - __main__ - test_th_acc = 0.663872255489022 04/12/2022 23:46:15 - INFO - __main__ - test_tr_acc = 0.6820359281437126 04/12/2022 23:46:15 - INFO - __main__ - test_ur_acc = 0.6169660678642714 04/12/2022 23:46:15 - INFO - __main__ - test_vi_acc = 0.7111776447105789 04/12/2022 23:46:15 - INFO - __main__ - test_zh_acc = 0.7063872255489022 04/12/2022 23:46:15 - INFO - __main__ - test_avg_acc = 0.7139986693280106 04/12/2022 23:46:16 - INFO - utils - remove old ckpt: xnli_right_avg_new/ckpt/step-170000-test_avg_acc-0.7139986693280106-val_avg_acc-0.7061847389558233 04/12/2022 23:46:16 - INFO - __main__ - ********** Evaluating Done ********** 04/12/2022 23:46:21 - INFO - __main__ - global_steps 170050 loss: 0.25584696 04/12/2022 23:46:26 - INFO - __main__ - global_steps 170100 loss: 0.26401496 04/12/2022 23:46:31 - INFO - __main__ - global_steps 170150 loss: 0.28955063 04/12/2022 23:46:36 - INFO - __main__ - global_steps 170200 loss: 0.23304828 04/12/2022 23:46:41 - INFO - __main__ - global_steps 170250 loss: 0.23631002 04/12/2022 23:46:45 - INFO - __main__ - global_steps 170300 loss: 0.29880396 04/12/2022 23:46:50 - INFO - __main__ - global_steps 170350 loss: 0.30592889 04/12/2022 23:46:55 - INFO - __main__ - global_steps 170400 loss: 0.26181062 04/12/2022 23:46:59 - INFO - __main__ - global_steps 170450 loss: 0.23415485 04/12/2022 23:47:04 - INFO - __main__ - global_steps 170500 loss: 0.27459704 04/12/2022 23:47:09 - INFO - __main__ - global_steps 170550 loss: 0.27855774 04/12/2022 23:47:13 - INFO - __main__ - global_steps 170600 loss: 0.28430440 04/12/2022 23:47:18 - INFO - __main__ - global_steps 170650 loss: 0.25446551 04/12/2022 23:47:23 - INFO - __main__ - global_steps 170700 loss: 0.34341418 04/12/2022 23:47:27 - INFO - __main__ - global_steps 170750 loss: 0.30559007 04/12/2022 23:47:32 - INFO - __main__ - global_steps 170800 loss: 0.26569116 04/12/2022 23:47:36 - INFO - __main__ - global_steps 170850 loss: 0.31531976 04/12/2022 23:47:41 - INFO - __main__ - global_steps 170900 loss: 0.21253461 04/12/2022 23:47:45 - INFO - __main__ - global_steps 170950 loss: 0.24320158 04/12/2022 23:47:49 - INFO - __main__ - global_steps 171000 loss: 0.24084185 04/12/2022 23:47:54 - INFO - __main__ - global_steps 171050 loss: 0.32114510 04/12/2022 23:47:58 - INFO - __main__ - global_steps 171100 loss: 0.26830961 04/12/2022 23:48:03 - INFO - __main__ - global_steps 171150 loss: 0.25825993 04/12/2022 23:48:08 - INFO - __main__ - global_steps 171200 loss: 0.28533275 04/12/2022 23:48:12 - INFO - __main__ - global_steps 171250 loss: 0.27275350 04/12/2022 23:48:17 - INFO - __main__ - global_steps 171300 loss: 0.25073968 04/12/2022 23:48:22 - INFO - __main__ - global_steps 171350 loss: 0.25824430 04/12/2022 23:48:26 - INFO - __main__ - global_steps 171400 loss: 0.29978598 04/12/2022 23:48:31 - INFO - __main__ - global_steps 171450 loss: 0.21886259 04/12/2022 23:48:36 - INFO - __main__ - global_steps 171500 loss: 0.23168913 04/12/2022 23:48:40 - INFO - __main__ - global_steps 171550 loss: 0.27949883 04/12/2022 23:48:45 - INFO - __main__ - global_steps 171600 loss: 0.28072898 04/12/2022 23:48:50 - INFO - __main__ - global_steps 171650 loss: 0.24087928 04/12/2022 23:48:54 - INFO - __main__ - global_steps 171700 loss: 0.22248751 04/12/2022 23:48:59 - INFO - __main__ - global_steps 171750 loss: 0.22633042 04/12/2022 23:49:03 - INFO - __main__ - global_steps 171800 loss: 0.27830069 04/12/2022 23:49:08 - INFO - __main__ - global_steps 171850 loss: 0.30557644 04/12/2022 23:49:13 - INFO - __main__ - global_steps 171900 loss: 0.31337233 04/12/2022 23:49:17 - INFO - __main__ - global_steps 171950 loss: 0.22314652 04/12/2022 23:49:22 - INFO - __main__ - global_steps 172000 loss: 0.23182509 04/12/2022 23:49:27 - INFO - __main__ - global_steps 172050 loss: 0.31642369 04/12/2022 23:49:31 - INFO - __main__ - global_steps 172100 loss: 0.33159733 04/12/2022 23:49:36 - INFO - __main__ - global_steps 172150 loss: 0.31656830 04/12/2022 23:49:40 - INFO - __main__ - global_steps 172200 loss: 0.26667912 04/12/2022 23:49:45 - INFO - __main__ - global_steps 172250 loss: 0.22710194 04/12/2022 23:49:50 - INFO - __main__ - global_steps 172300 loss: 0.28011531 04/12/2022 23:49:55 - INFO - __main__ - global_steps 172350 loss: 0.35172457 04/12/2022 23:49:59 - INFO - __main__ - global_steps 172400 loss: 0.28056871 04/12/2022 23:50:04 - INFO - __main__ - global_steps 172450 loss: 0.24148720 04/12/2022 23:50:08 - INFO - __main__ - global_steps 172500 loss: 0.31072634 04/12/2022 23:50:08 - INFO - __main__ - ********** Running evaluating ********** 04/12/2022 23:50:13 - INFO - __main__ - ########## val_ar_acc 0.7024096385542169 ########## 04/12/2022 23:50:18 - INFO - __main__ - ########## val_bg_acc 0.7429718875502008 ########## 04/12/2022 23:50:22 - INFO - __main__ - ########## val_de_acc 0.748995983935743 ########## 04/12/2022 23:50:27 - INFO - __main__ - ########## val_el_acc 0.7357429718875502 ########## 04/12/2022 23:50:31 - INFO - __main__ - ########## val_en_acc 0.8357429718875502 ########## 04/12/2022 23:50:36 - INFO - __main__ - ########## val_es_acc 0.7759036144578313 ########## 04/12/2022 23:50:40 - INFO - __main__ - ########## val_fr_acc 0.761847389558233 ########## 04/12/2022 23:50:45 - INFO - __main__ - ########## val_hi_acc 0.661847389558233 ########## 04/12/2022 23:50:50 - INFO - __main__ - ########## val_ru_acc 0.729718875502008 ########## 04/12/2022 23:50:54 - INFO - __main__ - ########## val_sw_acc 0.6638554216867469 ########## 04/12/2022 23:50:58 - INFO - __main__ - ########## val_th_acc 0.6690763052208836 ########## 04/12/2022 23:51:03 - INFO - __main__ - ########## val_tr_acc 0.691566265060241 ########## 04/12/2022 23:51:08 - INFO - __main__ - ########## val_ur_acc 0.6265060240963856 ########## 04/12/2022 23:51:12 - INFO - __main__ - ########## val_vi_acc 0.7152610441767068 ########## 04/12/2022 23:51:17 - INFO - __main__ - ########## val_zh_acc 0.7216867469879518 ########## 04/12/2022 23:51:26 - INFO - __main__ - ########## test_ar_acc 0.7085828343313373 ########## 04/12/2022 23:51:36 - INFO - __main__ - ########## test_bg_acc 0.7624750499001997 ########## 04/12/2022 23:51:46 - INFO - __main__ - ########## test_de_acc 0.7504990019960079 ########## 04/12/2022 23:51:55 - INFO - __main__ - ########## test_el_acc 0.7439121756487026 ########## 04/12/2022 23:52:04 - INFO - __main__ - ########## test_en_acc 0.8373253493013972 ########## 04/12/2022 23:52:14 - INFO - __main__ - ########## test_es_acc 0.7832335329341318 ########## 04/12/2022 23:52:24 - INFO - __main__ - ########## test_fr_acc 0.7812375249500998 ########## 04/12/2022 23:52:35 - INFO - __main__ - ########## test_hi_acc 0.6620758483033932 ########## 04/12/2022 23:52:45 - INFO - __main__ - ########## test_ru_acc 0.7441117764471058 ########## 04/12/2022 23:52:54 - INFO - __main__ - ########## test_sw_acc 0.6742514970059881 ########## 04/12/2022 23:53:04 - INFO - __main__ - ########## test_th_acc 0.6844311377245509 ########## 04/12/2022 23:53:13 - INFO - __main__ - ########## test_tr_acc 0.6940119760479042 ########## 04/12/2022 23:53:23 - INFO - __main__ - ########## test_ur_acc 0.6303393213572854 ########## 04/12/2022 23:53:32 - INFO - __main__ - ########## test_vi_acc 0.7215568862275449 ########## 04/12/2022 23:53:41 - INFO - __main__ - ########## test_zh_acc 0.7271457085828343 ########## 04/12/2022 23:53:41 - INFO - __main__ - val_ar_acc = 0.7024096385542169 04/12/2022 23:53:41 - INFO - __main__ - val_bg_acc = 0.7429718875502008 04/12/2022 23:53:41 - INFO - __main__ - val_de_acc = 0.748995983935743 04/12/2022 23:53:41 - INFO - __main__ - val_el_acc = 0.7357429718875502 04/12/2022 23:53:41 - INFO - __main__ - val_en_acc = 0.8357429718875502 04/12/2022 23:53:41 - INFO - __main__ - val_es_acc = 0.7759036144578313 04/12/2022 23:53:41 - INFO - __main__ - val_fr_acc = 0.761847389558233 04/12/2022 23:53:41 - INFO - __main__ - val_hi_acc = 0.661847389558233 04/12/2022 23:53:41 - INFO - __main__ - val_ru_acc = 0.729718875502008 04/12/2022 23:53:41 - INFO - __main__ - val_sw_acc = 0.6638554216867469 04/12/2022 23:53:41 - INFO - __main__ - val_th_acc = 0.6690763052208836 04/12/2022 23:53:41 - INFO - __main__ - val_tr_acc = 0.691566265060241 04/12/2022 23:53:41 - INFO - __main__ - val_ur_acc = 0.6265060240963856 04/12/2022 23:53:41 - INFO - __main__ - val_vi_acc = 0.7152610441767068 04/12/2022 23:53:41 - INFO - __main__ - val_zh_acc = 0.7216867469879518 04/12/2022 23:53:41 - INFO - __main__ - val_avg_acc = 0.7188755020080321 04/12/2022 23:53:41 - INFO - __main__ - test_ar_acc = 0.7085828343313373 04/12/2022 23:53:41 - INFO - __main__ - test_bg_acc = 0.7624750499001997 04/12/2022 23:53:41 - INFO - __main__ - test_de_acc = 0.7504990019960079 04/12/2022 23:53:41 - INFO - __main__ - test_el_acc = 0.7439121756487026 04/12/2022 23:53:41 - INFO - __main__ - test_en_acc = 0.8373253493013972 04/12/2022 23:53:41 - INFO - __main__ - test_es_acc = 0.7832335329341318 04/12/2022 23:53:41 - INFO - __main__ - test_fr_acc = 0.7812375249500998 04/12/2022 23:53:41 - INFO - __main__ - test_hi_acc = 0.6620758483033932 04/12/2022 23:53:41 - INFO - __main__ - test_ru_acc = 0.7441117764471058 04/12/2022 23:53:41 - INFO - __main__ - test_sw_acc = 0.6742514970059881 04/12/2022 23:53:41 - INFO - __main__ - test_th_acc = 0.6844311377245509 04/12/2022 23:53:41 - INFO - __main__ - test_tr_acc = 0.6940119760479042 04/12/2022 23:53:41 - INFO - __main__ - test_ur_acc = 0.6303393213572854 04/12/2022 23:53:41 - INFO - __main__ - test_vi_acc = 0.7215568862275449 04/12/2022 23:53:41 - INFO - __main__ - test_zh_acc = 0.7271457085828343 04/12/2022 23:53:41 - INFO - __main__ - test_avg_acc = 0.7270126413838988 04/12/2022 23:53:42 - INFO - utils - remove old ckpt: xnli_right_avg_new/ckpt/step-172500-test_avg_acc-0.7270126413838988-val_avg_acc-0.7188755020080321 04/12/2022 23:53:42 - INFO - __main__ - ********** Evaluating Done ********** 04/12/2022 23:53:47 - INFO - __main__ - global_steps 172550 loss: 0.25122578 04/12/2022 23:53:52 - INFO - __main__ - global_steps 172600 loss: 0.24502622 04/12/2022 23:53:56 - INFO - __main__ - global_steps 172650 loss: 0.24698382 04/12/2022 23:54:01 - INFO - __main__ - global_steps 172700 loss: 0.29320858 04/12/2022 23:54:05 - INFO - __main__ - global_steps 172750 loss: 0.28102496 04/12/2022 23:54:10 - INFO - __main__ - global_steps 172800 loss: 0.27509668 04/12/2022 23:54:15 - INFO - __main__ - global_steps 172850 loss: 0.22215121 04/12/2022 23:54:19 - INFO - __main__ - global_steps 172900 loss: 0.28186922 04/12/2022 23:54:24 - INFO - __main__ - global_steps 172950 loss: 0.32119782 04/12/2022 23:54:29 - INFO - __main__ - global_steps 173000 loss: 0.19457043 04/12/2022 23:54:33 - INFO - __main__ - global_steps 173050 loss: 0.23278855 04/12/2022 23:54:38 - INFO - __main__ - global_steps 173100 loss: 0.25583227 04/12/2022 23:54:42 - INFO - __main__ - global_steps 173150 loss: 0.20774347 04/12/2022 23:54:47 - INFO - __main__ - global_steps 173200 loss: 0.23813719 04/12/2022 23:54:52 - INFO - __main__ - global_steps 173250 loss: 0.27658523 04/12/2022 23:54:56 - INFO - __main__ - global_steps 173300 loss: 0.21774231 04/12/2022 23:55:00 - INFO - __main__ - global_steps 173350 loss: 0.19432847 04/12/2022 23:55:05 - INFO - __main__ - global_steps 173400 loss: 0.26429555 04/12/2022 23:55:09 - INFO - __main__ - global_steps 173450 loss: 0.29074729 04/12/2022 23:55:13 - INFO - __main__ - global_steps 173500 loss: 0.26389258 04/12/2022 23:55:18 - INFO - __main__ - global_steps 173550 loss: 0.31663448 04/12/2022 23:55:23 - INFO - __main__ - global_steps 173600 loss: 0.26125001 04/12/2022 23:55:27 - INFO - __main__ - global_steps 173650 loss: 0.23969019 04/12/2022 23:55:32 - INFO - __main__ - global_steps 173700 loss: 0.27033298 04/12/2022 23:55:37 - INFO - __main__ - global_steps 173750 loss: 0.24698135 04/12/2022 23:55:41 - INFO - __main__ - global_steps 173800 loss: 0.24465035 04/12/2022 23:55:45 - INFO - __main__ - global_steps 173850 loss: 0.23862686 04/12/2022 23:55:49 - INFO - __main__ - global_steps 173900 loss: 0.24217261 04/12/2022 23:55:54 - INFO - __main__ - global_steps 173950 loss: 0.32779040 04/12/2022 23:55:58 - INFO - __main__ - global_steps 174000 loss: 0.22314418 04/12/2022 23:56:02 - INFO - __main__ - global_steps 174050 loss: 0.22281264 04/12/2022 23:56:07 - INFO - __main__ - global_steps 174100 loss: 0.23042858 04/12/2022 23:56:11 - INFO - __main__ - global_steps 174150 loss: 0.28729633 04/12/2022 23:56:16 - INFO - __main__ - global_steps 174200 loss: 0.29459561 04/12/2022 23:56:20 - INFO - __main__ - global_steps 174250 loss: 0.22140083 04/12/2022 23:56:25 - INFO - __main__ - global_steps 174300 loss: 0.30880682 04/12/2022 23:56:29 - INFO - __main__ - global_steps 174350 loss: 0.27139325 04/12/2022 23:56:34 - INFO - __main__ - global_steps 174400 loss: 0.23699489 04/12/2022 23:56:38 - INFO - __main__ - global_steps 174450 loss: 0.26717183 04/12/2022 23:56:43 - INFO - __main__ - global_steps 174500 loss: 0.24995185 04/12/2022 23:56:47 - INFO - __main__ - global_steps 174550 loss: 0.25470476 04/12/2022 23:56:51 - INFO - __main__ - global_steps 174600 loss: 0.23553424 04/12/2022 23:56:56 - INFO - __main__ - global_steps 174650 loss: 0.26549005 04/12/2022 23:57:00 - INFO - __main__ - global_steps 174700 loss: 0.23982357 04/12/2022 23:57:04 - INFO - __main__ - global_steps 174750 loss: 0.31034370 04/12/2022 23:57:09 - INFO - __main__ - global_steps 174800 loss: 0.28449922 04/12/2022 23:57:13 - INFO - __main__ - global_steps 174850 loss: 0.25191649 04/12/2022 23:57:18 - INFO - __main__ - global_steps 174900 loss: 0.27648205 04/12/2022 23:57:23 - INFO - __main__ - global_steps 174950 loss: 0.21601506 04/12/2022 23:57:27 - INFO - __main__ - global_steps 175000 loss: 0.27430258 04/12/2022 23:57:27 - INFO - __main__ - ********** Running evaluating ********** 04/12/2022 23:57:32 - INFO - __main__ - ########## val_ar_acc 0.7204819277108434 ########## 04/12/2022 23:57:36 - INFO - __main__ - ########## val_bg_acc 0.7558232931726908 ########## 04/12/2022 23:57:41 - INFO - __main__ - ########## val_de_acc 0.7726907630522089 ########## 04/12/2022 23:57:46 - INFO - __main__ - ########## val_el_acc 0.7570281124497992 ########## 04/12/2022 23:57:50 - INFO - __main__ - ########## val_en_acc 0.8485943775100402 ########## 04/12/2022 23:57:54 - INFO - __main__ - ########## val_es_acc 0.7919678714859437 ########## 04/12/2022 23:57:59 - INFO - __main__ - ########## val_fr_acc 0.7807228915662651 ########## 04/12/2022 23:58:04 - INFO - __main__ - ########## val_hi_acc 0.685140562248996 ########## 04/12/2022 23:58:08 - INFO - __main__ - ########## val_ru_acc 0.7441767068273092 ########## 04/12/2022 23:58:13 - INFO - __main__ - ########## val_sw_acc 0.6763052208835342 ########## 04/12/2022 23:58:17 - INFO - __main__ - ########## val_th_acc 0.7104417670682731 ########## 04/12/2022 23:58:22 - INFO - __main__ - ########## val_tr_acc 0.7168674698795181 ########## 04/12/2022 23:58:26 - INFO - __main__ - ########## val_ur_acc 0.6526104417670683 ########## 04/12/2022 23:58:31 - INFO - __main__ - ########## val_vi_acc 0.7413654618473896 ########## 04/12/2022 23:58:35 - INFO - __main__ - ########## val_zh_acc 0.751004016064257 ########## 04/12/2022 23:58:44 - INFO - __main__ - ########## test_ar_acc 0.7279441117764471 ########## 04/12/2022 23:58:53 - INFO - __main__ - ########## test_bg_acc 0.7752495009980039 ########## 04/12/2022 23:59:02 - INFO - __main__ - ########## test_de_acc 0.7678642714570858 ########## 04/12/2022 23:59:12 - INFO - __main__ - ########## test_el_acc 0.767065868263473 ########## 04/12/2022 23:59:21 - INFO - __main__ - ########## test_en_acc 0.8469061876247505 ########## 04/12/2022 23:59:30 - INFO - __main__ - ########## test_es_acc 0.7984031936127745 ########## 04/12/2022 23:59:39 - INFO - __main__ - ########## test_fr_acc 0.7956087824351298 ########## 04/12/2022 23:59:49 - INFO - __main__ - ########## test_hi_acc 0.6914171656686626 ########## 04/12/2022 23:59:58 - INFO - __main__ - ########## test_ru_acc 0.7608782435129741 ########## 04/13/2022 00:00:07 - INFO - __main__ - ########## test_sw_acc 0.6922155688622754 ########## 04/13/2022 00:00:15 - INFO - __main__ - ########## test_th_acc 0.7161676646706587 ########## 04/13/2022 00:00:24 - INFO - __main__ - ########## test_tr_acc 0.7129740518962076 ########## 04/13/2022 00:00:33 - INFO - __main__ - ########## test_ur_acc 0.6538922155688622 ########## 04/13/2022 00:00:42 - INFO - __main__ - ########## test_vi_acc 0.7435129740518962 ########## 04/13/2022 00:00:51 - INFO - __main__ - ########## test_zh_acc 0.7479041916167665 ########## 04/13/2022 00:00:51 - INFO - __main__ - val_ar_acc = 0.7204819277108434 04/13/2022 00:00:51 - INFO - __main__ - val_bg_acc = 0.7558232931726908 04/13/2022 00:00:51 - INFO - __main__ - val_de_acc = 0.7726907630522089 04/13/2022 00:00:51 - INFO - __main__ - val_el_acc = 0.7570281124497992 04/13/2022 00:00:51 - INFO - __main__ - val_en_acc = 0.8485943775100402 04/13/2022 00:00:51 - INFO - __main__ - val_es_acc = 0.7919678714859437 04/13/2022 00:00:51 - INFO - __main__ - val_fr_acc = 0.7807228915662651 04/13/2022 00:00:51 - INFO - __main__ - val_hi_acc = 0.685140562248996 04/13/2022 00:00:51 - INFO - __main__ - val_ru_acc = 0.7441767068273092 04/13/2022 00:00:51 - INFO - __main__ - val_sw_acc = 0.6763052208835342 04/13/2022 00:00:51 - INFO - __main__ - val_th_acc = 0.7104417670682731 04/13/2022 00:00:51 - INFO - __main__ - val_tr_acc = 0.7168674698795181 04/13/2022 00:00:51 - INFO - __main__ - val_ur_acc = 0.6526104417670683 04/13/2022 00:00:51 - INFO - __main__ - val_vi_acc = 0.7413654618473896 04/13/2022 00:00:51 - INFO - __main__ - val_zh_acc = 0.751004016064257 04/13/2022 00:00:51 - INFO - __main__ - val_avg_acc = 0.7403480589022758 04/13/2022 00:00:51 - INFO - __main__ - test_ar_acc = 0.7279441117764471 04/13/2022 00:00:51 - INFO - __main__ - test_bg_acc = 0.7752495009980039 04/13/2022 00:00:51 - INFO - __main__ - test_de_acc = 0.7678642714570858 04/13/2022 00:00:51 - INFO - __main__ - test_el_acc = 0.767065868263473 04/13/2022 00:00:51 - INFO - __main__ - test_en_acc = 0.8469061876247505 04/13/2022 00:00:51 - INFO - __main__ - test_es_acc = 0.7984031936127745 04/13/2022 00:00:51 - INFO - __main__ - test_fr_acc = 0.7956087824351298 04/13/2022 00:00:51 - INFO - __main__ - test_hi_acc = 0.6914171656686626 04/13/2022 00:00:51 - INFO - __main__ - test_ru_acc = 0.7608782435129741 04/13/2022 00:00:51 - INFO - __main__ - test_sw_acc = 0.6922155688622754 04/13/2022 00:00:51 - INFO - __main__ - test_th_acc = 0.7161676646706587 04/13/2022 00:00:51 - INFO - __main__ - test_tr_acc = 0.7129740518962076 04/13/2022 00:00:51 - INFO - __main__ - test_ur_acc = 0.6538922155688622 04/13/2022 00:00:51 - INFO - __main__ - test_vi_acc = 0.7435129740518962 04/13/2022 00:00:51 - INFO - __main__ - test_zh_acc = 0.7479041916167665 04/13/2022 00:00:51 - INFO - __main__ - test_avg_acc = 0.7465335994677312 04/13/2022 00:00:52 - INFO - utils - remove old ckpt: xnli_right_avg_new/ckpt/step-155000-test_avg_acc-0.7320958083832336-val_avg_acc-0.7264524765729585 04/13/2022 00:00:52 - INFO - __main__ - ********** Evaluating Done ********** 04/13/2022 00:00:57 - INFO - __main__ - global_steps 175050 loss: 0.27022472 04/13/2022 00:01:01 - INFO - __main__ - global_steps 175100 loss: 0.21936324 04/13/2022 00:01:06 - INFO - __main__ - global_steps 175150 loss: 0.26117729 04/13/2022 00:01:10 - INFO - __main__ - global_steps 175200 loss: 0.34097117 04/13/2022 00:01:15 - INFO - __main__ - global_steps 175250 loss: 0.28764162 04/13/2022 00:01:19 - INFO - __main__ - global_steps 175300 loss: 0.25578047 04/13/2022 00:01:24 - INFO - __main__ - global_steps 175350 loss: 0.29751093 04/13/2022 00:01:28 - INFO - __main__ - global_steps 175400 loss: 0.30677130 04/13/2022 00:01:33 - INFO - __main__ - global_steps 175450 loss: 0.31122514 04/13/2022 00:01:37 - INFO - __main__ - global_steps 175500 loss: 0.29219791 04/13/2022 00:01:42 - INFO - __main__ - global_steps 175550 loss: 0.26360115 04/13/2022 00:01:46 - INFO - __main__ - global_steps 175600 loss: 0.28554054 04/13/2022 00:01:51 - INFO - __main__ - global_steps 175650 loss: 0.26937220 04/13/2022 00:01:56 - INFO - __main__ - global_steps 175700 loss: 0.26633311 04/13/2022 00:02:00 - INFO - __main__ - global_steps 175750 loss: 0.25705656 04/13/2022 00:02:05 - INFO - __main__ - global_steps 175800 loss: 0.26379048 04/13/2022 00:02:09 - INFO - __main__ - global_steps 175850 loss: 0.28862571 04/13/2022 00:02:14 - INFO - __main__ - global_steps 175900 loss: 0.26026363 04/13/2022 00:02:18 - INFO - __main__ - global_steps 175950 loss: 0.32462388 04/13/2022 00:02:23 - INFO - __main__ - global_steps 176000 loss: 0.29371292 04/13/2022 00:02:28 - INFO - __main__ - global_steps 176050 loss: 0.23604414 04/13/2022 00:02:32 - INFO - __main__ - global_steps 176100 loss: 0.23991806 04/13/2022 00:02:37 - INFO - __main__ - global_steps 176150 loss: 0.21950593 04/13/2022 00:02:41 - INFO - __main__ - global_steps 176200 loss: 0.29540018 04/13/2022 00:02:46 - INFO - __main__ - global_steps 176250 loss: 0.23592890 04/13/2022 00:02:50 - INFO - __main__ - global_steps 176300 loss: 0.28363593 04/13/2022 00:02:55 - INFO - __main__ - global_steps 176350 loss: 0.29804721 04/13/2022 00:03:00 - INFO - __main__ - global_steps 176400 loss: 0.24547916 04/13/2022 00:03:04 - INFO - __main__ - global_steps 176450 loss: 0.26646353 04/13/2022 00:03:09 - INFO - __main__ - global_steps 176500 loss: 0.23213034 04/13/2022 00:03:13 - INFO - __main__ - global_steps 176550 loss: 0.27528447 04/13/2022 00:03:18 - INFO - __main__ - global_steps 176600 loss: 0.28706260 04/13/2022 00:03:23 - INFO - __main__ - global_steps 176650 loss: 0.28346943 04/13/2022 00:03:27 - INFO - __main__ - global_steps 176700 loss: 0.15753896 04/13/2022 00:03:32 - INFO - __main__ - global_steps 176750 loss: 0.24038078 04/13/2022 00:03:36 - INFO - __main__ - global_steps 176800 loss: 0.26080348 04/13/2022 00:03:41 - INFO - __main__ - global_steps 176850 loss: 0.35396415 04/13/2022 00:03:46 - INFO - __main__ - global_steps 176900 loss: 0.19784432 04/13/2022 00:03:50 - INFO - __main__ - global_steps 176950 loss: 0.25845202 04/13/2022 00:03:55 - INFO - __main__ - global_steps 177000 loss: 0.23833589 04/13/2022 00:04:00 - INFO - __main__ - global_steps 177050 loss: 0.26412177 04/13/2022 00:04:04 - INFO - __main__ - global_steps 177100 loss: 0.30551609 04/13/2022 00:04:09 - INFO - __main__ - global_steps 177150 loss: 0.27864515 04/13/2022 00:04:13 - INFO - __main__ - global_steps 177200 loss: 0.22526611 04/13/2022 00:04:18 - INFO - __main__ - global_steps 177250 loss: 0.23104971 04/13/2022 00:04:23 - INFO - __main__ - global_steps 177300 loss: 0.29841610 04/13/2022 00:04:27 - INFO - __main__ - global_steps 177350 loss: 0.33149525 04/13/2022 00:04:32 - INFO - __main__ - global_steps 177400 loss: 0.26671091 04/13/2022 00:04:36 - INFO - __main__ - global_steps 177450 loss: 0.24691989 04/13/2022 00:04:41 - INFO - __main__ - global_steps 177500 loss: 0.28286903 04/13/2022 00:04:41 - INFO - __main__ - ********** Running evaluating ********** 04/13/2022 00:04:45 - INFO - __main__ - ########## val_ar_acc 0.7192771084337349 ########## 04/13/2022 00:04:50 - INFO - __main__ - ########## val_bg_acc 0.7481927710843373 ########## 04/13/2022 00:04:54 - INFO - __main__ - ########## val_de_acc 0.7630522088353414 ########## 04/13/2022 00:04:59 - INFO - __main__ - ########## val_el_acc 0.744578313253012 ########## 04/13/2022 00:05:03 - INFO - __main__ - ########## val_en_acc 0.8429718875502008 ########## 04/13/2022 00:05:08 - INFO - __main__ - ########## val_es_acc 0.7919678714859437 ########## 04/13/2022 00:05:13 - INFO - __main__ - ########## val_fr_acc 0.7710843373493976 ########## 04/13/2022 00:05:17 - INFO - __main__ - ########## val_hi_acc 0.6803212851405622 ########## 04/13/2022 00:05:22 - INFO - __main__ - ########## val_ru_acc 0.7313253012048193 ########## 04/13/2022 00:05:26 - INFO - __main__ - ########## val_sw_acc 0.668273092369478 ########## 04/13/2022 00:05:31 - INFO - __main__ - ########## val_th_acc 0.6987951807228916 ########## 04/13/2022 00:05:35 - INFO - __main__ - ########## val_tr_acc 0.7136546184738956 ########## 04/13/2022 00:05:40 - INFO - __main__ - ########## val_ur_acc 0.6337349397590362 ########## 04/13/2022 00:05:44 - INFO - __main__ - ########## val_vi_acc 0.7216867469879518 ########## 04/13/2022 00:05:49 - INFO - __main__ - ########## val_zh_acc 0.7413654618473896 ########## 04/13/2022 00:05:57 - INFO - __main__ - ########## test_ar_acc 0.7191616766467066 ########## 04/13/2022 00:06:07 - INFO - __main__ - ########## test_bg_acc 0.7638722554890219 ########## 04/13/2022 00:06:16 - INFO - __main__ - ########## test_de_acc 0.7620758483033933 ########## 04/13/2022 00:06:25 - INFO - __main__ - ########## test_el_acc 0.7530938123752495 ########## 04/13/2022 00:06:34 - INFO - __main__ - ########## test_en_acc 0.8445109780439122 ########## 04/13/2022 00:06:43 - INFO - __main__ - ########## test_es_acc 0.7934131736526946 ########## 04/13/2022 00:06:52 - INFO - __main__ - ########## test_fr_acc 0.7900199600798403 ########## 04/13/2022 00:07:02 - INFO - __main__ - ########## test_hi_acc 0.6774451097804391 ########## 04/13/2022 00:07:12 - INFO - __main__ - ########## test_ru_acc 0.7540918163672655 ########## 04/13/2022 00:07:20 - INFO - __main__ - ########## test_sw_acc 0.6840319361277445 ########## 04/13/2022 00:07:29 - INFO - __main__ - ########## test_th_acc 0.6984031936127745 ########## 04/13/2022 00:07:38 - INFO - __main__ - ########## test_tr_acc 0.7093812375249501 ########## 04/13/2022 00:07:48 - INFO - __main__ - ########## test_ur_acc 0.6419161676646706 ########## 04/13/2022 00:07:57 - INFO - __main__ - ########## test_vi_acc 0.7403193612774451 ########## 04/13/2022 00:08:06 - INFO - __main__ - ########## test_zh_acc 0.7437125748502994 ########## 04/13/2022 00:08:06 - INFO - __main__ - val_ar_acc = 0.7192771084337349 04/13/2022 00:08:06 - INFO - __main__ - val_bg_acc = 0.7481927710843373 04/13/2022 00:08:06 - INFO - __main__ - val_de_acc = 0.7630522088353414 04/13/2022 00:08:06 - INFO - __main__ - val_el_acc = 0.744578313253012 04/13/2022 00:08:06 - INFO - __main__ - val_en_acc = 0.8429718875502008 04/13/2022 00:08:06 - INFO - __main__ - val_es_acc = 0.7919678714859437 04/13/2022 00:08:06 - INFO - __main__ - val_fr_acc = 0.7710843373493976 04/13/2022 00:08:06 - INFO - __main__ - val_hi_acc = 0.6803212851405622 04/13/2022 00:08:06 - INFO - __main__ - val_ru_acc = 0.7313253012048193 04/13/2022 00:08:06 - INFO - __main__ - val_sw_acc = 0.668273092369478 04/13/2022 00:08:06 - INFO - __main__ - val_th_acc = 0.6987951807228916 04/13/2022 00:08:06 - INFO - __main__ - val_tr_acc = 0.7136546184738956 04/13/2022 00:08:06 - INFO - __main__ - val_ur_acc = 0.6337349397590362 04/13/2022 00:08:06 - INFO - __main__ - val_vi_acc = 0.7216867469879518 04/13/2022 00:08:06 - INFO - __main__ - val_zh_acc = 0.7413654618473896 04/13/2022 00:08:06 - INFO - __main__ - val_avg_acc = 0.7313520749665327 04/13/2022 00:08:06 - INFO - __main__ - test_ar_acc = 0.7191616766467066 04/13/2022 00:08:06 - INFO - __main__ - test_bg_acc = 0.7638722554890219 04/13/2022 00:08:06 - INFO - __main__ - test_de_acc = 0.7620758483033933 04/13/2022 00:08:06 - INFO - __main__ - test_el_acc = 0.7530938123752495 04/13/2022 00:08:06 - INFO - __main__ - test_en_acc = 0.8445109780439122 04/13/2022 00:08:06 - INFO - __main__ - test_es_acc = 0.7934131736526946 04/13/2022 00:08:06 - INFO - __main__ - test_fr_acc = 0.7900199600798403 04/13/2022 00:08:06 - INFO - __main__ - test_hi_acc = 0.6774451097804391 04/13/2022 00:08:06 - INFO - __main__ - test_ru_acc = 0.7540918163672655 04/13/2022 00:08:06 - INFO - __main__ - test_sw_acc = 0.6840319361277445 04/13/2022 00:08:06 - INFO - __main__ - test_th_acc = 0.6984031936127745 04/13/2022 00:08:06 - INFO - __main__ - test_tr_acc = 0.7093812375249501 04/13/2022 00:08:06 - INFO - __main__ - test_ur_acc = 0.6419161676646706 04/13/2022 00:08:06 - INFO - __main__ - test_vi_acc = 0.7403193612774451 04/13/2022 00:08:06 - INFO - __main__ - test_zh_acc = 0.7437125748502994 04/13/2022 00:08:06 - INFO - __main__ - test_avg_acc = 0.7383632734530937 04/13/2022 00:08:07 - INFO - utils - remove old ckpt: xnli_right_avg_new/ckpt/step-167500-test_avg_acc-0.7349434464404524-val_avg_acc-0.7282195448460509 04/13/2022 00:08:07 - INFO - __main__ - ********** Evaluating Done ********** 04/13/2022 00:08:12 - INFO - __main__ - global_steps 177550 loss: 0.23322356 04/13/2022 00:08:16 - INFO - __main__ - global_steps 177600 loss: 0.27212753 04/13/2022 00:08:21 - INFO - __main__ - global_steps 177650 loss: 0.23417974 04/13/2022 00:08:25 - INFO - __main__ - global_steps 177700 loss: 0.30593372 04/13/2022 00:08:30 - INFO - __main__ - global_steps 177750 loss: 0.31219872 04/13/2022 00:08:35 - INFO - __main__ - global_steps 177800 loss: 0.23554121 04/13/2022 00:08:39 - INFO - __main__ - global_steps 177850 loss: 0.22572596 04/13/2022 00:08:44 - INFO - __main__ - global_steps 177900 loss: 0.24349773 04/13/2022 00:08:49 - INFO - __main__ - global_steps 177950 loss: 0.30812292 04/13/2022 00:08:53 - INFO - __main__ - global_steps 178000 loss: 0.23462544 04/13/2022 00:08:58 - INFO - __main__ - global_steps 178050 loss: 0.22560540 04/13/2022 00:09:02 - INFO - __main__ - global_steps 178100 loss: 0.27149289 04/13/2022 00:09:07 - INFO - __main__ - global_steps 178150 loss: 0.22143775 04/13/2022 00:09:12 - INFO - __main__ - global_steps 178200 loss: 0.31434368 04/13/2022 00:09:16 - INFO - __main__ - global_steps 178250 loss: 0.23197735 04/13/2022 00:09:21 - INFO - __main__ - global_steps 178300 loss: 0.21903158 04/13/2022 00:09:25 - INFO - __main__ - global_steps 178350 loss: 0.23701605 04/13/2022 00:09:30 - INFO - __main__ - global_steps 178400 loss: 0.26780745 04/13/2022 00:09:34 - INFO - __main__ - global_steps 178450 loss: 0.31767201 04/13/2022 00:09:39 - INFO - __main__ - global_steps 178500 loss: 0.30471485 04/13/2022 00:09:44 - INFO - __main__ - global_steps 178550 loss: 0.24095969 04/13/2022 00:09:48 - INFO - __main__ - global_steps 178600 loss: 0.23320566 04/13/2022 00:09:53 - INFO - __main__ - global_steps 178650 loss: 0.27710662 04/13/2022 00:09:57 - INFO - __main__ - global_steps 178700 loss: 0.28191718 04/13/2022 00:10:02 - INFO - __main__ - global_steps 178750 loss: 0.22556378 04/13/2022 00:10:07 - INFO - __main__ - global_steps 178800 loss: 0.25615871 04/13/2022 00:10:11 - INFO - __main__ - global_steps 178850 loss: 0.21136466 04/13/2022 00:10:16 - INFO - __main__ - global_steps 178900 loss: 0.28637610 04/13/2022 00:10:20 - INFO - __main__ - global_steps 178950 loss: 0.27547566 04/13/2022 00:10:25 - INFO - __main__ - global_steps 179000 loss: 0.26958020 04/13/2022 00:10:29 - INFO - __main__ - global_steps 179050 loss: 0.29248843 04/13/2022 00:10:34 - INFO - __main__ - global_steps 179100 loss: 0.27787823 04/13/2022 00:10:39 - INFO - __main__ - global_steps 179150 loss: 0.23133157 04/13/2022 00:10:43 - INFO - __main__ - global_steps 179200 loss: 0.23817703 04/13/2022 00:10:48 - INFO - __main__ - global_steps 179250 loss: 0.31919770 04/13/2022 00:10:53 - INFO - __main__ - global_steps 179300 loss: 0.25539867 04/13/2022 00:10:57 - INFO - __main__ - global_steps 179350 loss: 0.28013327 04/13/2022 00:11:02 - INFO - __main__ - global_steps 179400 loss: 0.28350124 04/13/2022 00:11:07 - INFO - __main__ - global_steps 179450 loss: 0.27611691 04/13/2022 00:11:11 - INFO - __main__ - global_steps 179500 loss: 0.22223803 04/13/2022 00:11:16 - INFO - __main__ - global_steps 179550 loss: 0.22282348 04/13/2022 00:11:21 - INFO - __main__ - global_steps 179600 loss: 0.19427824 04/13/2022 00:11:25 - INFO - __main__ - global_steps 179650 loss: 0.24603356 04/13/2022 00:11:30 - INFO - __main__ - global_steps 179700 loss: 0.28485031 04/13/2022 00:11:34 - INFO - __main__ - global_steps 179750 loss: 0.25587275 04/13/2022 00:11:39 - INFO - __main__ - global_steps 179800 loss: 0.25997093 04/13/2022 00:11:44 - INFO - __main__ - global_steps 179850 loss: 0.29851236 04/13/2022 00:11:48 - INFO - __main__ - global_steps 179900 loss: 0.21706891 04/13/2022 00:11:53 - INFO - __main__ - global_steps 179950 loss: 0.20264633 04/13/2022 00:11:58 - INFO - __main__ - global_steps 180000 loss: 0.25305244 04/13/2022 00:11:58 - INFO - __main__ - ********** Running evaluating ********** 04/13/2022 00:12:02 - INFO - __main__ - ########## val_ar_acc 0.6947791164658634 ########## 04/13/2022 00:12:07 - INFO - __main__ - ########## val_bg_acc 0.742570281124498 ########## 04/13/2022 00:12:11 - INFO - __main__ - ########## val_de_acc 0.7530120481927711 ########## 04/13/2022 00:12:16 - INFO - __main__ - ########## val_el_acc 0.7389558232931727 ########## 04/13/2022 00:12:20 - INFO - __main__ - ########## val_en_acc 0.840562248995984 ########## 04/13/2022 00:12:24 - INFO - __main__ - ########## val_es_acc 0.7799196787148595 ########## 04/13/2022 00:12:29 - INFO - __main__ - ########## val_fr_acc 0.7678714859437751 ########## 04/13/2022 00:12:34 - INFO - __main__ - ########## val_hi_acc 0.6678714859437751 ########## 04/13/2022 00:12:39 - INFO - __main__ - ########## val_ru_acc 0.7248995983935743 ########## 04/13/2022 00:12:43 - INFO - __main__ - ########## val_sw_acc 0.6614457831325301 ########## 04/13/2022 00:12:47 - INFO - __main__ - ########## val_th_acc 0.6827309236947792 ########## 04/13/2022 00:12:52 - INFO - __main__ - ########## val_tr_acc 0.7052208835341366 ########## 04/13/2022 00:12:56 - INFO - __main__ - ########## val_ur_acc 0.6204819277108434 ########## 04/13/2022 00:13:01 - INFO - __main__ - ########## val_vi_acc 0.7253012048192771 ########## 04/13/2022 00:13:05 - INFO - __main__ - ########## val_zh_acc 0.7353413654618474 ########## 04/13/2022 00:13:14 - INFO - __main__ - ########## test_ar_acc 0.7035928143712575 ########## 04/13/2022 00:13:24 - INFO - __main__ - ########## test_bg_acc 0.757684630738523 ########## 04/13/2022 00:13:33 - INFO - __main__ - ########## test_de_acc 0.7493013972055889 ########## 04/13/2022 00:13:42 - INFO - __main__ - ########## test_el_acc 0.7411177644710579 ########## 04/13/2022 00:13:51 - INFO - __main__ - ########## test_en_acc 0.8387225548902195 ########## 04/13/2022 00:14:00 - INFO - __main__ - ########## test_es_acc 0.7796407185628742 ########## 04/13/2022 00:14:10 - INFO - __main__ - ########## test_fr_acc 0.7770459081836327 ########## 04/13/2022 00:14:20 - INFO - __main__ - ########## test_hi_acc 0.662874251497006 ########## 04/13/2022 00:14:29 - INFO - __main__ - ########## test_ru_acc 0.7417165668662674 ########## 04/13/2022 00:14:38 - INFO - __main__ - ########## test_sw_acc 0.6688622754491018 ########## 04/13/2022 00:14:47 - INFO - __main__ - ########## test_th_acc 0.6842315369261477 ########## 04/13/2022 00:14:56 - INFO - __main__ - ########## test_tr_acc 0.6984031936127745 ########## 04/13/2022 00:15:05 - INFO - __main__ - ########## test_ur_acc 0.6273453093812376 ########## 04/13/2022 00:15:14 - INFO - __main__ - ########## test_vi_acc 0.7239520958083833 ########## 04/13/2022 00:15:23 - INFO - __main__ - ########## test_zh_acc 0.7283433133732535 ########## 04/13/2022 00:15:23 - INFO - __main__ - val_ar_acc = 0.6947791164658634 04/13/2022 00:15:23 - INFO - __main__ - val_bg_acc = 0.742570281124498 04/13/2022 00:15:23 - INFO - __main__ - val_de_acc = 0.7530120481927711 04/13/2022 00:15:23 - INFO - __main__ - val_el_acc = 0.7389558232931727 04/13/2022 00:15:23 - INFO - __main__ - val_en_acc = 0.840562248995984 04/13/2022 00:15:23 - INFO - __main__ - val_es_acc = 0.7799196787148595 04/13/2022 00:15:23 - INFO - __main__ - val_fr_acc = 0.7678714859437751 04/13/2022 00:15:23 - INFO - __main__ - val_hi_acc = 0.6678714859437751 04/13/2022 00:15:23 - INFO - __main__ - val_ru_acc = 0.7248995983935743 04/13/2022 00:15:23 - INFO - __main__ - val_sw_acc = 0.6614457831325301 04/13/2022 00:15:23 - INFO - __main__ - val_th_acc = 0.6827309236947792 04/13/2022 00:15:23 - INFO - __main__ - val_tr_acc = 0.7052208835341366 04/13/2022 00:15:23 - INFO - __main__ - val_ur_acc = 0.6204819277108434 04/13/2022 00:15:23 - INFO - __main__ - val_vi_acc = 0.7253012048192771 04/13/2022 00:15:23 - INFO - __main__ - val_zh_acc = 0.7353413654618474 04/13/2022 00:15:23 - INFO - __main__ - val_avg_acc = 0.7227309236947791 04/13/2022 00:15:23 - INFO - __main__ - test_ar_acc = 0.7035928143712575 04/13/2022 00:15:23 - INFO - __main__ - test_bg_acc = 0.757684630738523 04/13/2022 00:15:23 - INFO - __main__ - test_de_acc = 0.7493013972055889 04/13/2022 00:15:23 - INFO - __main__ - test_el_acc = 0.7411177644710579 04/13/2022 00:15:23 - INFO - __main__ - test_en_acc = 0.8387225548902195 04/13/2022 00:15:23 - INFO - __main__ - test_es_acc = 0.7796407185628742 04/13/2022 00:15:23 - INFO - __main__ - test_fr_acc = 0.7770459081836327 04/13/2022 00:15:23 - INFO - __main__ - test_hi_acc = 0.662874251497006 04/13/2022 00:15:23 - INFO - __main__ - test_ru_acc = 0.7417165668662674 04/13/2022 00:15:23 - INFO - __main__ - test_sw_acc = 0.6688622754491018 04/13/2022 00:15:23 - INFO - __main__ - test_th_acc = 0.6842315369261477 04/13/2022 00:15:23 - INFO - __main__ - test_tr_acc = 0.6984031936127745 04/13/2022 00:15:23 - INFO - __main__ - test_ur_acc = 0.6273453093812376 04/13/2022 00:15:23 - INFO - __main__ - test_vi_acc = 0.7239520958083833 04/13/2022 00:15:23 - INFO - __main__ - test_zh_acc = 0.7283433133732535 04/13/2022 00:15:23 - INFO - __main__ - test_avg_acc = 0.7255222887558216 04/13/2022 00:15:24 - INFO - utils - remove old ckpt: xnli_right_avg_new/ckpt/step-180000-test_avg_acc-0.7255222887558216-val_avg_acc-0.7227309236947791 04/13/2022 00:15:24 - INFO - __main__ - ********** Evaluating Done ********** 04/13/2022 00:15:29 - INFO - __main__ - global_steps 180050 loss: 0.26605274 04/13/2022 00:15:34 - INFO - __main__ - global_steps 180100 loss: 0.26489393 04/13/2022 00:15:38 - INFO - __main__ - global_steps 180150 loss: 0.30113649 04/13/2022 00:15:42 - INFO - __main__ - global_steps 180200 loss: 0.25052413 04/13/2022 00:15:47 - INFO - __main__ - global_steps 180250 loss: 0.25940279 04/13/2022 00:15:51 - INFO - __main__ - global_steps 180300 loss: 0.25730903 04/13/2022 00:15:56 - INFO - __main__ - global_steps 180350 loss: 0.23041539 04/13/2022 00:16:00 - INFO - __main__ - global_steps 180400 loss: 0.29144245 04/13/2022 00:16:05 - INFO - __main__ - global_steps 180450 loss: 0.28825383 04/13/2022 00:16:09 - INFO - __main__ - global_steps 180500 loss: 0.28971759 04/13/2022 00:16:14 - INFO - __main__ - global_steps 180550 loss: 0.23953058 04/13/2022 00:16:19 - INFO - __main__ - global_steps 180600 loss: 0.26131912 04/13/2022 00:16:23 - INFO - __main__ - global_steps 180650 loss: 0.25926211 04/13/2022 00:16:28 - INFO - __main__ - global_steps 180700 loss: 0.24521993 04/13/2022 00:16:32 - INFO - __main__ - global_steps 180750 loss: 0.21347290 04/13/2022 00:16:37 - INFO - __main__ - global_steps 180800 loss: 0.28344349 04/13/2022 00:16:42 - INFO - __main__ - global_steps 180850 loss: 0.23451802 04/13/2022 00:16:46 - INFO - __main__ - global_steps 180900 loss: 0.26986107 04/13/2022 00:16:51 - INFO - __main__ - global_steps 180950 loss: 0.27912801 04/13/2022 00:16:56 - INFO - __main__ - global_steps 181000 loss: 0.23533776 04/13/2022 00:17:00 - INFO - __main__ - global_steps 181050 loss: 0.26274822 04/13/2022 00:17:05 - INFO - __main__ - global_steps 181100 loss: 0.27695006 04/13/2022 00:17:09 - INFO - __main__ - global_steps 181150 loss: 0.23576699 04/13/2022 00:17:14 - INFO - __main__ - global_steps 181200 loss: 0.24983774 04/13/2022 00:17:19 - INFO - __main__ - global_steps 181250 loss: 0.28728142 04/13/2022 00:17:23 - INFO - __main__ - global_steps 181300 loss: 0.25734531 04/13/2022 00:17:28 - INFO - __main__ - global_steps 181350 loss: 0.24491249 04/13/2022 00:17:32 - INFO - __main__ - global_steps 181400 loss: 0.28073918 04/13/2022 00:17:37 - INFO - __main__ - global_steps 181450 loss: 0.24690589 04/13/2022 00:17:42 - INFO - __main__ - global_steps 181500 loss: 0.20210531 04/13/2022 00:17:46 - INFO - __main__ - global_steps 181550 loss: 0.26455326 04/13/2022 00:17:51 - INFO - __main__ - global_steps 181600 loss: 0.23866652 04/13/2022 00:17:55 - INFO - __main__ - global_steps 181650 loss: 0.28431344 04/13/2022 00:18:00 - INFO - __main__ - global_steps 181700 loss: 0.26056427 04/13/2022 00:18:05 - INFO - __main__ - global_steps 181750 loss: 0.24181144 04/13/2022 00:18:09 - INFO - __main__ - global_steps 181800 loss: 0.32815997 04/13/2022 00:18:14 - INFO - __main__ - global_steps 181850 loss: 0.18904831 04/13/2022 00:18:19 - INFO - __main__ - global_steps 181900 loss: 0.30204052 04/13/2022 00:18:23 - INFO - __main__ - global_steps 181950 loss: 0.24884865 04/13/2022 00:18:28 - INFO - __main__ - global_steps 182000 loss: 0.29724699 04/13/2022 00:18:33 - INFO - __main__ - global_steps 182050 loss: 0.21909575 04/13/2022 00:18:37 - INFO - __main__ - global_steps 182100 loss: 0.31603417 04/13/2022 00:18:42 - INFO - __main__ - global_steps 182150 loss: 0.25108302 04/13/2022 00:18:47 - INFO - __main__ - global_steps 182200 loss: 0.25259899 04/13/2022 00:18:51 - INFO - __main__ - global_steps 182250 loss: 0.25590842 04/13/2022 00:18:56 - INFO - __main__ - global_steps 182300 loss: 0.20776780 04/13/2022 00:19:00 - INFO - __main__ - global_steps 182350 loss: 0.31661066 04/13/2022 00:19:05 - INFO - __main__ - global_steps 182400 loss: 0.24557873 04/13/2022 00:19:10 - INFO - __main__ - global_steps 182450 loss: 0.24246908 04/13/2022 00:19:14 - INFO - __main__ - global_steps 182500 loss: 0.27796508 04/13/2022 00:19:14 - INFO - __main__ - ********** Running evaluating ********** 04/13/2022 00:19:19 - INFO - __main__ - ########## val_ar_acc 0.7056224899598393 ########## 04/13/2022 00:19:23 - INFO - __main__ - ########## val_bg_acc 0.7373493975903614 ########## 04/13/2022 00:19:28 - INFO - __main__ - ########## val_de_acc 0.7590361445783133 ########## 04/13/2022 00:19:32 - INFO - __main__ - ########## val_el_acc 0.742570281124498 ########## 04/13/2022 00:19:37 - INFO - __main__ - ########## val_en_acc 0.840562248995984 ########## 04/13/2022 00:19:41 - INFO - __main__ - ########## val_es_acc 0.7903614457831325 ########## 04/13/2022 00:19:46 - INFO - __main__ - ########## val_fr_acc 0.770281124497992 ########## 04/13/2022 00:19:51 - INFO - __main__ - ########## val_hi_acc 0.6795180722891566 ########## 04/13/2022 00:19:55 - INFO - __main__ - ########## val_ru_acc 0.7293172690763052 ########## 04/13/2022 00:20:00 - INFO - __main__ - ########## val_sw_acc 0.6710843373493975 ########## 04/13/2022 00:20:04 - INFO - __main__ - ########## val_th_acc 0.6959839357429719 ########## 04/13/2022 00:20:08 - INFO - __main__ - ########## val_tr_acc 0.7160642570281125 ########## 04/13/2022 00:20:13 - INFO - __main__ - ########## val_ur_acc 0.6321285140562249 ########## 04/13/2022 00:20:18 - INFO - __main__ - ########## val_vi_acc 0.7353413654618474 ########## 04/13/2022 00:20:22 - INFO - __main__ - ########## val_zh_acc 0.7401606425702811 ########## 04/13/2022 00:20:31 - INFO - __main__ - ########## test_ar_acc 0.7109780439121757 ########## 04/13/2022 00:20:40 - INFO - __main__ - ########## test_bg_acc 0.7636726546906187 ########## 04/13/2022 00:20:50 - INFO - __main__ - ########## test_de_acc 0.7614770459081837 ########## 04/13/2022 00:20:59 - INFO - __main__ - ########## test_el_acc 0.7526946107784431 ########## 04/13/2022 00:21:08 - INFO - __main__ - ########## test_en_acc 0.8455089820359282 ########## 04/13/2022 00:21:17 - INFO - __main__ - ########## test_es_acc 0.7874251497005988 ########## 04/13/2022 00:21:26 - INFO - __main__ - ########## test_fr_acc 0.787624750499002 ########## 04/13/2022 00:21:36 - INFO - __main__ - ########## test_hi_acc 0.6732534930139721 ########## 04/13/2022 00:21:45 - INFO - __main__ - ########## test_ru_acc 0.7469061876247505 ########## 04/13/2022 00:21:54 - INFO - __main__ - ########## test_sw_acc 0.6758483033932136 ########## 04/13/2022 00:22:03 - INFO - __main__ - ########## test_th_acc 0.7005988023952096 ########## 04/13/2022 00:22:12 - INFO - __main__ - ########## test_tr_acc 0.7109780439121757 ########## 04/13/2022 00:22:21 - INFO - __main__ - ########## test_ur_acc 0.6453093812375249 ########## 04/13/2022 00:22:31 - INFO - __main__ - ########## test_vi_acc 0.7345309381237525 ########## 04/13/2022 00:22:39 - INFO - __main__ - ########## test_zh_acc 0.7349301397205589 ########## 04/13/2022 00:22:39 - INFO - __main__ - val_ar_acc = 0.7056224899598393 04/13/2022 00:22:39 - INFO - __main__ - val_bg_acc = 0.7373493975903614 04/13/2022 00:22:39 - INFO - __main__ - val_de_acc = 0.7590361445783133 04/13/2022 00:22:39 - INFO - __main__ - val_el_acc = 0.742570281124498 04/13/2022 00:22:39 - INFO - __main__ - val_en_acc = 0.840562248995984 04/13/2022 00:22:39 - INFO - __main__ - val_es_acc = 0.7903614457831325 04/13/2022 00:22:39 - INFO - __main__ - val_fr_acc = 0.770281124497992 04/13/2022 00:22:39 - INFO - __main__ - val_hi_acc = 0.6795180722891566 04/13/2022 00:22:39 - INFO - __main__ - val_ru_acc = 0.7293172690763052 04/13/2022 00:22:39 - INFO - __main__ - val_sw_acc = 0.6710843373493975 04/13/2022 00:22:39 - INFO - __main__ - val_th_acc = 0.6959839357429719 04/13/2022 00:22:39 - INFO - __main__ - val_tr_acc = 0.7160642570281125 04/13/2022 00:22:39 - INFO - __main__ - val_ur_acc = 0.6321285140562249 04/13/2022 00:22:39 - INFO - __main__ - val_vi_acc = 0.7353413654618474 04/13/2022 00:22:39 - INFO - __main__ - val_zh_acc = 0.7401606425702811 04/13/2022 00:22:39 - INFO - __main__ - val_avg_acc = 0.7296921017402945 04/13/2022 00:22:39 - INFO - __main__ - test_ar_acc = 0.7109780439121757 04/13/2022 00:22:39 - INFO - __main__ - test_bg_acc = 0.7636726546906187 04/13/2022 00:22:39 - INFO - __main__ - test_de_acc = 0.7614770459081837 04/13/2022 00:22:39 - INFO - __main__ - test_el_acc = 0.7526946107784431 04/13/2022 00:22:39 - INFO - __main__ - test_en_acc = 0.8455089820359282 04/13/2022 00:22:39 - INFO - __main__ - test_es_acc = 0.7874251497005988 04/13/2022 00:22:39 - INFO - __main__ - test_fr_acc = 0.787624750499002 04/13/2022 00:22:39 - INFO - __main__ - test_hi_acc = 0.6732534930139721 04/13/2022 00:22:39 - INFO - __main__ - test_ru_acc = 0.7469061876247505 04/13/2022 00:22:39 - INFO - __main__ - test_sw_acc = 0.6758483033932136 04/13/2022 00:22:39 - INFO - __main__ - test_th_acc = 0.7005988023952096 04/13/2022 00:22:39 - INFO - __main__ - test_tr_acc = 0.7109780439121757 04/13/2022 00:22:39 - INFO - __main__ - test_ur_acc = 0.6453093812375249 04/13/2022 00:22:39 - INFO - __main__ - test_vi_acc = 0.7345309381237525 04/13/2022 00:22:39 - INFO - __main__ - test_zh_acc = 0.7349301397205589 04/13/2022 00:22:39 - INFO - __main__ - test_avg_acc = 0.7354491017964071 04/13/2022 00:22:41 - INFO - utils - remove old ckpt: xnli_right_avg_new/ckpt/step-182500-test_avg_acc-0.7354491017964071-val_avg_acc-0.7296921017402945 04/13/2022 00:22:41 - INFO - __main__ - ********** Evaluating Done ********** 04/13/2022 00:22:45 - INFO - __main__ - global_steps 182550 loss: 0.25050186 04/13/2022 00:22:49 - INFO - __main__ - global_steps 182600 loss: 0.27038654 04/13/2022 00:22:54 - INFO - __main__ - global_steps 182650 loss: 0.25413435 04/13/2022 00:22:59 - INFO - __main__ - global_steps 182700 loss: 0.28536146 04/13/2022 00:23:03 - INFO - __main__ - global_steps 182750 loss: 0.25438467 04/13/2022 00:23:07 - INFO - __main__ - global_steps 182800 loss: 0.25033157 04/13/2022 00:23:12 - INFO - __main__ - global_steps 182850 loss: 0.19724041 04/13/2022 00:23:16 - INFO - __main__ - global_steps 182900 loss: 0.23342774 04/13/2022 00:23:20 - INFO - __main__ - global_steps 182950 loss: 0.19964184 04/13/2022 00:23:24 - INFO - __main__ - global_steps 183000 loss: 0.19273472 04/13/2022 00:23:29 - INFO - __main__ - global_steps 183050 loss: 0.22599111 04/13/2022 00:23:33 - INFO - __main__ - global_steps 183100 loss: 0.21110238 04/13/2022 00:23:38 - INFO - __main__ - global_steps 183150 loss: 0.27459854 04/13/2022 00:23:42 - INFO - __main__ - global_steps 183200 loss: 0.24441102 04/13/2022 00:23:46 - INFO - __main__ - global_steps 183250 loss: 0.27078698 04/13/2022 00:23:51 - INFO - __main__ - global_steps 183300 loss: 0.25265975 04/13/2022 00:23:56 - INFO - __main__ - global_steps 183350 loss: 0.25155721 04/13/2022 00:24:00 - INFO - __main__ - global_steps 183400 loss: 0.20682613 04/13/2022 00:24:05 - INFO - __main__ - global_steps 183450 loss: 0.22395283 04/13/2022 00:24:09 - INFO - __main__ - global_steps 183500 loss: 0.23644573 04/13/2022 00:24:14 - INFO - __main__ - global_steps 183550 loss: 0.21181950 04/13/2022 00:24:18 - INFO - __main__ - global_steps 183600 loss: 0.28598612 04/13/2022 00:24:23 - INFO - __main__ - global_steps 183650 loss: 0.21087594 04/13/2022 00:24:27 - INFO - __main__ - global_steps 183700 loss: 0.25190779 04/13/2022 00:24:32 - INFO - __main__ - global_steps 183750 loss: 0.23823739 04/13/2022 00:24:37 - INFO - __main__ - global_steps 183800 loss: 0.22482039 04/13/2022 00:24:41 - INFO - __main__ - global_steps 183850 loss: 0.20922164 04/13/2022 00:24:46 - INFO - __main__ - global_steps 183900 loss: 0.21096468 04/13/2022 00:24:50 - INFO - __main__ - global_steps 183950 loss: 0.28342073 04/13/2022 00:24:55 - INFO - __main__ - global_steps 184000 loss: 0.24653242 04/13/2022 00:25:00 - INFO - __main__ - global_steps 184050 loss: 0.21359961 04/13/2022 00:25:04 - INFO - __main__ - global_steps 184100 loss: 0.24725058 04/13/2022 00:25:09 - INFO - __main__ - global_steps 184150 loss: 0.17612201 04/13/2022 00:25:13 - INFO - __main__ - global_steps 184200 loss: 0.28771688 04/13/2022 00:25:17 - INFO - __main__ - global_steps 184250 loss: 0.30943078 04/13/2022 00:25:22 - INFO - __main__ - global_steps 184300 loss: 0.19922976 04/13/2022 00:25:26 - INFO - __main__ - global_steps 184350 loss: 0.26042556 04/13/2022 00:25:31 - INFO - __main__ - global_steps 184400 loss: 0.21211777 04/13/2022 00:25:35 - INFO - __main__ - global_steps 184450 loss: 0.27434257 04/13/2022 00:25:40 - INFO - __main__ - global_steps 184500 loss: 0.28466014 04/13/2022 00:25:44 - INFO - __main__ - global_steps 184550 loss: 0.18121914 04/13/2022 00:25:49 - INFO - __main__ - global_steps 184600 loss: 0.27060945 04/13/2022 00:25:53 - INFO - __main__ - global_steps 184650 loss: 0.31614039 04/13/2022 00:25:58 - INFO - __main__ - global_steps 184700 loss: 0.24079023 04/13/2022 00:26:03 - INFO - __main__ - global_steps 184750 loss: 0.21937170 04/13/2022 00:26:07 - INFO - __main__ - global_steps 184800 loss: 0.24073420 04/13/2022 00:26:12 - INFO - __main__ - global_steps 184850 loss: 0.22586675 04/13/2022 00:26:16 - INFO - __main__ - global_steps 184900 loss: 0.27379558 04/13/2022 00:26:21 - INFO - __main__ - global_steps 184950 loss: 0.23257526 04/13/2022 00:26:26 - INFO - __main__ - global_steps 185000 loss: 0.17408707 04/13/2022 00:26:26 - INFO - __main__ - ********** Running evaluating ********** 04/13/2022 00:26:30 - INFO - __main__ - ########## val_ar_acc 0.6975903614457831 ########## 04/13/2022 00:26:35 - INFO - __main__ - ########## val_bg_acc 0.7453815261044177 ########## 04/13/2022 00:26:39 - INFO - __main__ - ########## val_de_acc 0.748995983935743 ########## 04/13/2022 00:26:44 - INFO - __main__ - ########## val_el_acc 0.7321285140562249 ########## 04/13/2022 00:26:48 - INFO - __main__ - ########## val_en_acc 0.8357429718875502 ########## 04/13/2022 00:26:53 - INFO - __main__ - ########## val_es_acc 0.7791164658634538 ########## 04/13/2022 00:26:57 - INFO - __main__ - ########## val_fr_acc 0.7606425702811245 ########## 04/13/2022 00:27:02 - INFO - __main__ - ########## val_hi_acc 0.6702811244979919 ########## 04/13/2022 00:27:07 - INFO - __main__ - ########## val_ru_acc 0.7257028112449799 ########## 04/13/2022 00:27:11 - INFO - __main__ - ########## val_sw_acc 0.6566265060240963 ########## 04/13/2022 00:27:15 - INFO - __main__ - ########## val_th_acc 0.6819277108433734 ########## 04/13/2022 00:27:20 - INFO - __main__ - ########## val_tr_acc 0.7036144578313253 ########## 04/13/2022 00:27:24 - INFO - __main__ - ########## val_ur_acc 0.6220883534136546 ########## 04/13/2022 00:27:29 - INFO - __main__ - ########## val_vi_acc 0.7160642570281125 ########## 04/13/2022 00:27:33 - INFO - __main__ - ########## val_zh_acc 0.7204819277108434 ########## 04/13/2022 00:27:42 - INFO - __main__ - ########## test_ar_acc 0.7115768463073853 ########## 04/13/2022 00:27:52 - INFO - __main__ - ########## test_bg_acc 0.7580838323353294 ########## 04/13/2022 00:28:01 - INFO - __main__ - ########## test_de_acc 0.7493013972055889 ########## 04/13/2022 00:28:10 - INFO - __main__ - ########## test_el_acc 0.7435129740518962 ########## 04/13/2022 00:28:19 - INFO - __main__ - ########## test_en_acc 0.8415169660678643 ########## 04/13/2022 00:28:28 - INFO - __main__ - ########## test_es_acc 0.7854291417165669 ########## 04/13/2022 00:28:37 - INFO - __main__ - ########## test_fr_acc 0.7782435129740519 ########## 04/13/2022 00:28:46 - INFO - __main__ - ########## test_hi_acc 0.6716566866267465 ########## 04/13/2022 00:28:55 - INFO - __main__ - ########## test_ru_acc 0.7411177644710579 ########## 04/13/2022 00:29:04 - INFO - __main__ - ########## test_sw_acc 0.670059880239521 ########## 04/13/2022 00:29:13 - INFO - __main__ - ########## test_th_acc 0.6830339321357285 ########## 04/13/2022 00:29:21 - INFO - __main__ - ########## test_tr_acc 0.6992015968063873 ########## 04/13/2022 00:29:31 - INFO - __main__ - ########## test_ur_acc 0.6329341317365269 ########## 04/13/2022 00:29:40 - INFO - __main__ - ########## test_vi_acc 0.7217564870259481 ########## 04/13/2022 00:29:49 - INFO - __main__ - ########## test_zh_acc 0.7285429141716567 ########## 04/13/2022 00:29:49 - INFO - __main__ - val_ar_acc = 0.6975903614457831 04/13/2022 00:29:49 - INFO - __main__ - val_bg_acc = 0.7453815261044177 04/13/2022 00:29:49 - INFO - __main__ - val_de_acc = 0.748995983935743 04/13/2022 00:29:49 - INFO - __main__ - val_el_acc = 0.7321285140562249 04/13/2022 00:29:49 - INFO - __main__ - val_en_acc = 0.8357429718875502 04/13/2022 00:29:49 - INFO - __main__ - val_es_acc = 0.7791164658634538 04/13/2022 00:29:49 - INFO - __main__ - val_fr_acc = 0.7606425702811245 04/13/2022 00:29:49 - INFO - __main__ - val_hi_acc = 0.6702811244979919 04/13/2022 00:29:49 - INFO - __main__ - val_ru_acc = 0.7257028112449799 04/13/2022 00:29:49 - INFO - __main__ - val_sw_acc = 0.6566265060240963 04/13/2022 00:29:49 - INFO - __main__ - val_th_acc = 0.6819277108433734 04/13/2022 00:29:49 - INFO - __main__ - val_tr_acc = 0.7036144578313253 04/13/2022 00:29:49 - INFO - __main__ - val_ur_acc = 0.6220883534136546 04/13/2022 00:29:49 - INFO - __main__ - val_vi_acc = 0.7160642570281125 04/13/2022 00:29:49 - INFO - __main__ - val_zh_acc = 0.7204819277108434 04/13/2022 00:29:49 - INFO - __main__ - val_avg_acc = 0.7197590361445783 04/13/2022 00:29:49 - INFO - __main__ - test_ar_acc = 0.7115768463073853 04/13/2022 00:29:49 - INFO - __main__ - test_bg_acc = 0.7580838323353294 04/13/2022 00:29:49 - INFO - __main__ - test_de_acc = 0.7493013972055889 04/13/2022 00:29:49 - INFO - __main__ - test_el_acc = 0.7435129740518962 04/13/2022 00:29:49 - INFO - __main__ - test_en_acc = 0.8415169660678643 04/13/2022 00:29:49 - INFO - __main__ - test_es_acc = 0.7854291417165669 04/13/2022 00:29:49 - INFO - __main__ - test_fr_acc = 0.7782435129740519 04/13/2022 00:29:49 - INFO - __main__ - test_hi_acc = 0.6716566866267465 04/13/2022 00:29:49 - INFO - __main__ - test_ru_acc = 0.7411177644710579 04/13/2022 00:29:49 - INFO - __main__ - test_sw_acc = 0.670059880239521 04/13/2022 00:29:49 - INFO - __main__ - test_th_acc = 0.6830339321357285 04/13/2022 00:29:49 - INFO - __main__ - test_tr_acc = 0.6992015968063873 04/13/2022 00:29:49 - INFO - __main__ - test_ur_acc = 0.6329341317365269 04/13/2022 00:29:49 - INFO - __main__ - test_vi_acc = 0.7217564870259481 04/13/2022 00:29:49 - INFO - __main__ - test_zh_acc = 0.7285429141716567 04/13/2022 00:29:49 - INFO - __main__ - test_avg_acc = 0.7277312042581504 04/13/2022 00:29:50 - INFO - utils - remove old ckpt: xnli_right_avg_new/ckpt/step-185000-test_avg_acc-0.7277312042581504-val_avg_acc-0.7197590361445783 04/13/2022 00:29:50 - INFO - __main__ - ********** Evaluating Done ********** 04/13/2022 00:29:55 - INFO - __main__ - global_steps 185050 loss: 0.23895795 04/13/2022 00:30:00 - INFO - __main__ - global_steps 185100 loss: 0.25284365 04/13/2022 00:30:05 - INFO - __main__ - global_steps 185150 loss: 0.26220025 04/13/2022 00:30:10 - INFO - __main__ - global_steps 185200 loss: 0.29009502 04/13/2022 00:30:15 - INFO - __main__ - global_steps 185250 loss: 0.23870462 04/13/2022 00:30:20 - INFO - __main__ - global_steps 185300 loss: 0.20094734 04/13/2022 00:30:24 - INFO - __main__ - global_steps 185350 loss: 0.22601438 04/13/2022 00:30:29 - INFO - __main__ - global_steps 185400 loss: 0.33098605 04/13/2022 00:30:34 - INFO - __main__ - global_steps 185450 loss: 0.28183608 04/13/2022 00:30:39 - INFO - __main__ - global_steps 185500 loss: 0.21611725 04/13/2022 00:30:44 - INFO - __main__ - global_steps 185550 loss: 0.28044284 04/13/2022 00:30:49 - INFO - __main__ - global_steps 185600 loss: 0.22700227 04/13/2022 00:30:54 - INFO - __main__ - global_steps 185650 loss: 0.21102032 04/13/2022 00:30:59 - INFO - __main__ - global_steps 185700 loss: 0.30386719 04/13/2022 00:31:03 - INFO - __main__ - global_steps 185750 loss: 0.24798246 04/13/2022 00:31:08 - INFO - __main__ - global_steps 185800 loss: 0.23390570 04/13/2022 00:31:13 - INFO - __main__ - global_steps 185850 loss: 0.26114343 04/13/2022 00:31:18 - INFO - __main__ - global_steps 185900 loss: 0.24649612 04/13/2022 00:31:23 - INFO - __main__ - global_steps 185950 loss: 0.25238737 04/13/2022 00:31:27 - INFO - __main__ - global_steps 186000 loss: 0.31135311 04/13/2022 00:31:32 - INFO - __main__ - global_steps 186050 loss: 0.23502174 04/13/2022 00:31:37 - INFO - __main__ - global_steps 186100 loss: 0.26065383 04/13/2022 00:31:41 - INFO - __main__ - global_steps 186150 loss: 0.26128164 04/13/2022 00:31:46 - INFO - __main__ - global_steps 186200 loss: 0.24006683 04/13/2022 00:31:51 - INFO - __main__ - global_steps 186250 loss: 0.32934192 04/13/2022 00:31:55 - INFO - __main__ - global_steps 186300 loss: 0.26548473 04/13/2022 00:32:00 - INFO - __main__ - global_steps 186350 loss: 0.22974120 04/13/2022 00:32:04 - INFO - __main__ - global_steps 186400 loss: 0.28592190 04/13/2022 00:32:09 - INFO - __main__ - global_steps 186450 loss: 0.28175603 04/13/2022 00:32:14 - INFO - __main__ - global_steps 186500 loss: 0.21432609 04/13/2022 00:32:18 - INFO - __main__ - global_steps 186550 loss: 0.30817797 04/13/2022 00:32:23 - INFO - __main__ - global_steps 186600 loss: 0.26899358 04/13/2022 00:32:27 - INFO - __main__ - global_steps 186650 loss: 0.19900897 04/13/2022 00:32:32 - INFO - __main__ - global_steps 186700 loss: 0.31093186 04/13/2022 00:32:37 - INFO - __main__ - global_steps 186750 loss: 0.27873907 04/13/2022 00:32:41 - INFO - __main__ - global_steps 186800 loss: 0.23165641 04/13/2022 00:32:46 - INFO - __main__ - global_steps 186850 loss: 0.18477637 04/13/2022 00:32:51 - INFO - __main__ - global_steps 186900 loss: 0.22689212 04/13/2022 00:32:55 - INFO - __main__ - global_steps 186950 loss: 0.30494985 04/13/2022 00:33:00 - INFO - __main__ - global_steps 187000 loss: 0.23546255 04/13/2022 00:33:04 - INFO - __main__ - global_steps 187050 loss: 0.22346523 04/13/2022 00:33:09 - INFO - __main__ - global_steps 187100 loss: 0.22716428 04/13/2022 00:33:14 - INFO - __main__ - global_steps 187150 loss: 0.24061048 04/13/2022 00:33:18 - INFO - __main__ - global_steps 187200 loss: 0.19943370 04/13/2022 00:33:23 - INFO - __main__ - global_steps 187250 loss: 0.26819581 04/13/2022 00:33:27 - INFO - __main__ - global_steps 187300 loss: 0.21431904 04/13/2022 00:33:32 - INFO - __main__ - global_steps 187350 loss: 0.30419895 04/13/2022 00:33:37 - INFO - __main__ - global_steps 187400 loss: 0.19302505 04/13/2022 00:33:41 - INFO - __main__ - global_steps 187450 loss: 0.21962631 04/13/2022 00:33:46 - INFO - __main__ - global_steps 187500 loss: 0.20611621 04/13/2022 00:33:46 - INFO - __main__ - ********** Running evaluating ********** 04/13/2022 00:33:50 - INFO - __main__ - ########## val_ar_acc 0.7008032128514057 ########## 04/13/2022 00:33:55 - INFO - __main__ - ########## val_bg_acc 0.7421686746987952 ########## 04/13/2022 00:33:59 - INFO - __main__ - ########## val_de_acc 0.7550200803212851 ########## 04/13/2022 00:34:04 - INFO - __main__ - ########## val_el_acc 0.734136546184739 ########## 04/13/2022 00:34:08 - INFO - __main__ - ########## val_en_acc 0.8421686746987952 ########## 04/13/2022 00:34:13 - INFO - __main__ - ########## val_es_acc 0.7855421686746988 ########## 04/13/2022 00:34:17 - INFO - __main__ - ########## val_fr_acc 0.7670682730923695 ########## 04/13/2022 00:34:22 - INFO - __main__ - ########## val_hi_acc 0.6726907630522089 ########## 04/13/2022 00:34:27 - INFO - __main__ - ########## val_ru_acc 0.7224899598393574 ########## 04/13/2022 00:34:31 - INFO - __main__ - ########## val_sw_acc 0.6650602409638554 ########## 04/13/2022 00:34:36 - INFO - __main__ - ########## val_th_acc 0.6839357429718875 ########## 04/13/2022 00:34:40 - INFO - __main__ - ########## val_tr_acc 0.6971887550200804 ########## 04/13/2022 00:34:45 - INFO - __main__ - ########## val_ur_acc 0.6248995983935743 ########## 04/13/2022 00:34:49 - INFO - __main__ - ########## val_vi_acc 0.7273092369477911 ########## 04/13/2022 00:34:54 - INFO - __main__ - ########## val_zh_acc 0.7285140562248996 ########## 04/13/2022 00:35:03 - INFO - __main__ - ########## test_ar_acc 0.7107784431137725 ########## 04/13/2022 00:35:12 - INFO - __main__ - ########## test_bg_acc 0.7616766467065869 ########## 04/13/2022 00:35:21 - INFO - __main__ - ########## test_de_acc 0.7540918163672655 ########## 04/13/2022 00:35:31 - INFO - __main__ - ########## test_el_acc 0.7461077844311377 ########## 04/13/2022 00:35:39 - INFO - __main__ - ########## test_en_acc 0.8445109780439122 ########## 04/13/2022 00:35:49 - INFO - __main__ - ########## test_es_acc 0.7852295409181637 ########## 04/13/2022 00:35:58 - INFO - __main__ - ########## test_fr_acc 0.7744510978043913 ########## 04/13/2022 00:36:08 - INFO - __main__ - ########## test_hi_acc 0.6686626746506986 ########## 04/13/2022 00:36:17 - INFO - __main__ - ########## test_ru_acc 0.7411177644710579 ########## 04/13/2022 00:36:26 - INFO - __main__ - ########## test_sw_acc 0.6790419161676646 ########## 04/13/2022 00:36:35 - INFO - __main__ - ########## test_th_acc 0.6858283433133733 ########## 04/13/2022 00:36:44 - INFO - __main__ - ########## test_tr_acc 0.7069860279441118 ########## 04/13/2022 00:36:53 - INFO - __main__ - ########## test_ur_acc 0.6377245508982036 ########## 04/13/2022 00:37:02 - INFO - __main__ - ########## test_vi_acc 0.7285429141716567 ########## 04/13/2022 00:37:11 - INFO - __main__ - ########## test_zh_acc 0.7285429141716567 ########## 04/13/2022 00:37:11 - INFO - __main__ - val_ar_acc = 0.7008032128514057 04/13/2022 00:37:11 - INFO - __main__ - val_bg_acc = 0.7421686746987952 04/13/2022 00:37:11 - INFO - __main__ - val_de_acc = 0.7550200803212851 04/13/2022 00:37:11 - INFO - __main__ - val_el_acc = 0.734136546184739 04/13/2022 00:37:11 - INFO - __main__ - val_en_acc = 0.8421686746987952 04/13/2022 00:37:11 - INFO - __main__ - val_es_acc = 0.7855421686746988 04/13/2022 00:37:11 - INFO - __main__ - val_fr_acc = 0.7670682730923695 04/13/2022 00:37:11 - INFO - __main__ - val_hi_acc = 0.6726907630522089 04/13/2022 00:37:11 - INFO - __main__ - val_ru_acc = 0.7224899598393574 04/13/2022 00:37:11 - INFO - __main__ - val_sw_acc = 0.6650602409638554 04/13/2022 00:37:11 - INFO - __main__ - val_th_acc = 0.6839357429718875 04/13/2022 00:37:11 - INFO - __main__ - val_tr_acc = 0.6971887550200804 04/13/2022 00:37:11 - INFO - __main__ - val_ur_acc = 0.6248995983935743 04/13/2022 00:37:11 - INFO - __main__ - val_vi_acc = 0.7273092369477911 04/13/2022 00:37:11 - INFO - __main__ - val_zh_acc = 0.7285140562248996 04/13/2022 00:37:11 - INFO - __main__ - val_avg_acc = 0.7232663989290494 04/13/2022 00:37:11 - INFO - __main__ - test_ar_acc = 0.7107784431137725 04/13/2022 00:37:11 - INFO - __main__ - test_bg_acc = 0.7616766467065869 04/13/2022 00:37:11 - INFO - __main__ - test_de_acc = 0.7540918163672655 04/13/2022 00:37:11 - INFO - __main__ - test_el_acc = 0.7461077844311377 04/13/2022 00:37:11 - INFO - __main__ - test_en_acc = 0.8445109780439122 04/13/2022 00:37:11 - INFO - __main__ - test_es_acc = 0.7852295409181637 04/13/2022 00:37:11 - INFO - __main__ - test_fr_acc = 0.7744510978043913 04/13/2022 00:37:11 - INFO - __main__ - test_hi_acc = 0.6686626746506986 04/13/2022 00:37:11 - INFO - __main__ - test_ru_acc = 0.7411177644710579 04/13/2022 00:37:11 - INFO - __main__ - test_sw_acc = 0.6790419161676646 04/13/2022 00:37:11 - INFO - __main__ - test_th_acc = 0.6858283433133733 04/13/2022 00:37:11 - INFO - __main__ - test_tr_acc = 0.7069860279441118 04/13/2022 00:37:11 - INFO - __main__ - test_ur_acc = 0.6377245508982036 04/13/2022 00:37:11 - INFO - __main__ - test_vi_acc = 0.7285429141716567 04/13/2022 00:37:11 - INFO - __main__ - test_zh_acc = 0.7285429141716567 04/13/2022 00:37:11 - INFO - __main__ - test_avg_acc = 0.7302195608782435 04/13/2022 00:37:13 - INFO - utils - remove old ckpt: xnli_right_avg_new/ckpt/step-187500-test_avg_acc-0.7302195608782435-val_avg_acc-0.7232663989290494 04/13/2022 00:37:13 - INFO - __main__ - ********** Evaluating Done ********** 04/13/2022 00:37:17 - INFO - __main__ - global_steps 187550 loss: 0.26222347 04/13/2022 00:37:21 - INFO - __main__ - global_steps 187600 loss: 0.20093951 04/13/2022 00:37:26 - INFO - __main__ - global_steps 187650 loss: 0.20486397 04/13/2022 00:37:31 - INFO - __main__ - global_steps 187700 loss: 0.25904844 04/13/2022 00:37:35 - INFO - __main__ - global_steps 187750 loss: 0.27369617 04/13/2022 00:37:40 - INFO - __main__ - global_steps 187800 loss: 0.26735129 04/13/2022 00:37:44 - INFO - __main__ - global_steps 187850 loss: 0.21386713 04/13/2022 00:37:49 - INFO - __main__ - global_steps 187900 loss: 0.20991471 04/13/2022 00:37:54 - INFO - __main__ - global_steps 187950 loss: 0.27560765 04/13/2022 00:37:58 - INFO - __main__ - global_steps 188000 loss: 0.24894549 04/13/2022 00:38:03 - INFO - __main__ - global_steps 188050 loss: 0.23928958 04/13/2022 00:38:07 - INFO - __main__ - global_steps 188100 loss: 0.16378946 04/13/2022 00:38:12 - INFO - __main__ - global_steps 188150 loss: 0.26335911 04/13/2022 00:38:17 - INFO - __main__ - global_steps 188200 loss: 0.27812175 04/13/2022 00:38:21 - INFO - __main__ - global_steps 188250 loss: 0.28657569 04/13/2022 00:38:26 - INFO - __main__ - global_steps 188300 loss: 0.24321722 04/13/2022 00:38:30 - INFO - __main__ - global_steps 188350 loss: 0.26992638 04/13/2022 00:38:35 - INFO - __main__ - global_steps 188400 loss: 0.24743611 04/13/2022 00:38:40 - INFO - __main__ - global_steps 188450 loss: 0.35036267 04/13/2022 00:38:44 - INFO - __main__ - global_steps 188500 loss: 0.25386344 04/13/2022 00:38:49 - INFO - __main__ - global_steps 188550 loss: 0.21613078 04/13/2022 00:38:53 - INFO - __main__ - global_steps 188600 loss: 0.20524594 04/13/2022 00:38:58 - INFO - __main__ - global_steps 188650 loss: 0.24624034 04/13/2022 00:39:03 - INFO - __main__ - global_steps 188700 loss: 0.32636530 04/13/2022 00:39:07 - INFO - __main__ - global_steps 188750 loss: 0.22474728 04/13/2022 00:39:12 - INFO - __main__ - global_steps 188800 loss: 0.24309716 04/13/2022 00:39:16 - INFO - __main__ - global_steps 188850 loss: 0.22191701 04/13/2022 00:39:21 - INFO - __main__ - global_steps 188900 loss: 0.23468575 04/13/2022 00:39:26 - INFO - __main__ - global_steps 188950 loss: 0.19194670 04/13/2022 00:39:30 - INFO - __main__ - global_steps 189000 loss: 0.26839230 04/13/2022 00:39:35 - INFO - __main__ - global_steps 189050 loss: 0.29848712 04/13/2022 00:39:40 - INFO - __main__ - global_steps 189100 loss: 0.28264548 04/13/2022 00:39:44 - INFO - __main__ - global_steps 189150 loss: 0.25902196 04/13/2022 00:39:49 - INFO - __main__ - global_steps 189200 loss: 0.26147712 04/13/2022 00:39:53 - INFO - __main__ - global_steps 189250 loss: 0.24418033 04/13/2022 00:39:58 - INFO - __main__ - global_steps 189300 loss: 0.25897924 04/13/2022 00:40:03 - INFO - __main__ - global_steps 189350 loss: 0.29214295 04/13/2022 00:40:07 - INFO - __main__ - global_steps 189400 loss: 0.26140225 04/13/2022 00:40:12 - INFO - __main__ - global_steps 189450 loss: 0.19646204 04/13/2022 00:40:16 - INFO - __main__ - global_steps 189500 loss: 0.25945958 04/13/2022 00:40:21 - INFO - __main__ - global_steps 189550 loss: 0.27677785 04/13/2022 00:40:25 - INFO - __main__ - global_steps 189600 loss: 0.24006527 04/13/2022 00:40:30 - INFO - __main__ - global_steps 189650 loss: 0.26293937 04/13/2022 00:40:34 - INFO - __main__ - global_steps 189700 loss: 0.20782074 04/13/2022 00:40:39 - INFO - __main__ - global_steps 189750 loss: 0.28578850 04/13/2022 00:40:44 - INFO - __main__ - global_steps 189800 loss: 0.21464196 04/13/2022 00:40:48 - INFO - __main__ - global_steps 189850 loss: 0.17859600 04/13/2022 00:40:53 - INFO - __main__ - global_steps 189900 loss: 0.26756612 04/13/2022 00:40:58 - INFO - __main__ - global_steps 189950 loss: 0.23330066 04/13/2022 00:41:02 - INFO - __main__ - global_steps 190000 loss: 0.21905530 04/13/2022 00:41:02 - INFO - __main__ - ********** Running evaluating ********** 04/13/2022 00:41:07 - INFO - __main__ - ########## val_ar_acc 0.6879518072289157 ########## 04/13/2022 00:41:11 - INFO - __main__ - ########## val_bg_acc 0.734136546184739 ########## 04/13/2022 00:41:16 - INFO - __main__ - ########## val_de_acc 0.7421686746987952 ########## 04/13/2022 00:41:20 - INFO - __main__ - ########## val_el_acc 0.7228915662650602 ########## 04/13/2022 00:41:24 - INFO - __main__ - ########## val_en_acc 0.8297188755020081 ########## 04/13/2022 00:41:29 - INFO - __main__ - ########## val_es_acc 0.7690763052208835 ########## 04/13/2022 00:41:33 - INFO - __main__ - ########## val_fr_acc 0.7477911646586345 ########## 04/13/2022 00:41:38 - INFO - __main__ - ########## val_hi_acc 0.6562248995983936 ########## 04/13/2022 00:41:42 - INFO - __main__ - ########## val_ru_acc 0.7192771084337349 ########## 04/13/2022 00:41:47 - INFO - __main__ - ########## val_sw_acc 0.6534136546184739 ########## 04/13/2022 00:41:51 - INFO - __main__ - ########## val_th_acc 0.6734939759036145 ########## 04/13/2022 00:41:55 - INFO - __main__ - ########## val_tr_acc 0.6919678714859437 ########## 04/13/2022 00:41:59 - INFO - __main__ - ########## val_ur_acc 0.608433734939759 ########## 04/13/2022 00:42:04 - INFO - __main__ - ########## val_vi_acc 0.7100401606425703 ########## 04/13/2022 00:42:08 - INFO - __main__ - ########## val_zh_acc 0.7160642570281125 ########## 04/13/2022 00:42:17 - INFO - __main__ - ########## test_ar_acc 0.7025948103792415 ########## 04/13/2022 00:42:26 - INFO - __main__ - ########## test_bg_acc 0.7455089820359282 ########## 04/13/2022 00:42:35 - INFO - __main__ - ########## test_de_acc 0.7415169660678643 ########## 04/13/2022 00:42:45 - INFO - __main__ - ########## test_el_acc 0.7245508982035929 ########## 04/13/2022 00:42:53 - INFO - __main__ - ########## test_en_acc 0.8315369261477046 ########## 04/13/2022 00:43:03 - INFO - __main__ - ########## test_es_acc 0.7694610778443114 ########## 04/13/2022 00:43:12 - INFO - __main__ - ########## test_fr_acc 0.7590818363273453 ########## 04/13/2022 00:43:22 - INFO - __main__ - ########## test_hi_acc 0.6578842315369261 ########## 04/13/2022 00:43:31 - INFO - __main__ - ########## test_ru_acc 0.7247504990019961 ########## 04/13/2022 00:43:40 - INFO - __main__ - ########## test_sw_acc 0.6620758483033932 ########## 04/13/2022 00:43:49 - INFO - __main__ - ########## test_th_acc 0.6666666666666666 ########## 04/13/2022 00:43:57 - INFO - __main__ - ########## test_tr_acc 0.6960079840319361 ########## 04/13/2022 00:44:07 - INFO - __main__ - ########## test_ur_acc 0.6149700598802396 ########## 04/13/2022 00:44:16 - INFO - __main__ - ########## test_vi_acc 0.707185628742515 ########## 04/13/2022 00:44:25 - INFO - __main__ - ########## test_zh_acc 0.716566866267465 ########## 04/13/2022 00:44:25 - INFO - __main__ - val_ar_acc = 0.6879518072289157 04/13/2022 00:44:25 - INFO - __main__ - val_bg_acc = 0.734136546184739 04/13/2022 00:44:25 - INFO - __main__ - val_de_acc = 0.7421686746987952 04/13/2022 00:44:25 - INFO - __main__ - val_el_acc = 0.7228915662650602 04/13/2022 00:44:25 - INFO - __main__ - val_en_acc = 0.8297188755020081 04/13/2022 00:44:25 - INFO - __main__ - val_es_acc = 0.7690763052208835 04/13/2022 00:44:25 - INFO - __main__ - val_fr_acc = 0.7477911646586345 04/13/2022 00:44:25 - INFO - __main__ - val_hi_acc = 0.6562248995983936 04/13/2022 00:44:25 - INFO - __main__ - val_ru_acc = 0.7192771084337349 04/13/2022 00:44:25 - INFO - __main__ - val_sw_acc = 0.6534136546184739 04/13/2022 00:44:25 - INFO - __main__ - val_th_acc = 0.6734939759036145 04/13/2022 00:44:25 - INFO - __main__ - val_tr_acc = 0.6919678714859437 04/13/2022 00:44:25 - INFO - __main__ - val_ur_acc = 0.608433734939759 04/13/2022 00:44:25 - INFO - __main__ - val_vi_acc = 0.7100401606425703 04/13/2022 00:44:25 - INFO - __main__ - val_zh_acc = 0.7160642570281125 04/13/2022 00:44:25 - INFO - __main__ - val_avg_acc = 0.7108433734939759 04/13/2022 00:44:25 - INFO - __main__ - test_ar_acc = 0.7025948103792415 04/13/2022 00:44:25 - INFO - __main__ - test_bg_acc = 0.7455089820359282 04/13/2022 00:44:25 - INFO - __main__ - test_de_acc = 0.7415169660678643 04/13/2022 00:44:25 - INFO - __main__ - test_el_acc = 0.7245508982035929 04/13/2022 00:44:25 - INFO - __main__ - test_en_acc = 0.8315369261477046 04/13/2022 00:44:25 - INFO - __main__ - test_es_acc = 0.7694610778443114 04/13/2022 00:44:25 - INFO - __main__ - test_fr_acc = 0.7590818363273453 04/13/2022 00:44:25 - INFO - __main__ - test_hi_acc = 0.6578842315369261 04/13/2022 00:44:25 - INFO - __main__ - test_ru_acc = 0.7247504990019961 04/13/2022 00:44:25 - INFO - __main__ - test_sw_acc = 0.6620758483033932 04/13/2022 00:44:25 - INFO - __main__ - test_th_acc = 0.6666666666666666 04/13/2022 00:44:25 - INFO - __main__ - test_tr_acc = 0.6960079840319361 04/13/2022 00:44:25 - INFO - __main__ - test_ur_acc = 0.6149700598802396 04/13/2022 00:44:25 - INFO - __main__ - test_vi_acc = 0.707185628742515 04/13/2022 00:44:25 - INFO - __main__ - test_zh_acc = 0.716566866267465 04/13/2022 00:44:25 - INFO - __main__ - test_avg_acc = 0.7146906187624751 04/13/2022 00:44:26 - INFO - utils - remove old ckpt: xnli_right_avg_new/ckpt/step-190000-test_avg_acc-0.7146906187624751-val_avg_acc-0.7108433734939759 04/13/2022 00:44:26 - INFO - __main__ - ********** Evaluating Done ********** 04/13/2022 00:44:31 - INFO - __main__ - global_steps 190050 loss: 0.28960049 04/13/2022 00:44:36 - INFO - __main__ - global_steps 190100 loss: 0.23426589 04/13/2022 00:44:40 - INFO - __main__ - global_steps 190150 loss: 0.26690801 04/13/2022 00:44:45 - INFO - __main__ - global_steps 190200 loss: 0.25631640 04/13/2022 00:44:49 - INFO - __main__ - global_steps 190250 loss: 0.26595809 04/13/2022 00:44:54 - INFO - __main__ - global_steps 190300 loss: 0.23655112 04/13/2022 00:44:59 - INFO - __main__ - global_steps 190350 loss: 0.22124460 04/13/2022 00:45:03 - INFO - __main__ - global_steps 190400 loss: 0.19736700 04/13/2022 00:45:08 - INFO - __main__ - global_steps 190450 loss: 0.20552593 04/13/2022 00:45:12 - INFO - __main__ - global_steps 190500 loss: 0.21946598 04/13/2022 00:45:17 - INFO - __main__ - global_steps 190550 loss: 0.27140081 04/13/2022 00:45:22 - INFO - __main__ - global_steps 190600 loss: 0.27196171 04/13/2022 00:45:26 - INFO - __main__ - global_steps 190650 loss: 0.20509360 04/13/2022 00:45:31 - INFO - __main__ - global_steps 190700 loss: 0.21224052 04/13/2022 00:45:35 - INFO - __main__ - global_steps 190750 loss: 0.26093855 04/13/2022 00:45:40 - INFO - __main__ - global_steps 190800 loss: 0.33988409 04/13/2022 00:45:44 - INFO - __main__ - global_steps 190850 loss: 0.27719028 04/13/2022 00:45:49 - INFO - __main__ - global_steps 190900 loss: 0.21998615 04/13/2022 00:45:53 - INFO - __main__ - global_steps 190950 loss: 0.29351910 04/13/2022 00:45:58 - INFO - __main__ - global_steps 191000 loss: 0.26028207 04/13/2022 00:46:03 - INFO - __main__ - global_steps 191050 loss: 0.30950556 04/13/2022 00:46:07 - INFO - __main__ - global_steps 191100 loss: 0.24910887 04/13/2022 00:46:12 - INFO - __main__ - global_steps 191150 loss: 0.29430962 04/13/2022 00:46:17 - INFO - __main__ - global_steps 191200 loss: 0.24587590 04/13/2022 00:46:21 - INFO - __main__ - global_steps 191250 loss: 0.21538791 04/13/2022 00:46:26 - INFO - __main__ - global_steps 191300 loss: 0.25105760 04/13/2022 00:46:30 - INFO - __main__ - global_steps 191350 loss: 0.29439388 04/13/2022 00:46:35 - INFO - __main__ - global_steps 191400 loss: 0.25528130 04/13/2022 00:46:39 - INFO - __main__ - global_steps 191450 loss: 0.25787495 04/13/2022 00:46:44 - INFO - __main__ - global_steps 191500 loss: 0.24366599 04/13/2022 00:46:48 - INFO - __main__ - global_steps 191550 loss: 0.23772152 04/13/2022 00:46:52 - INFO - __main__ - global_steps 191600 loss: 0.23614882 04/13/2022 00:46:57 - INFO - __main__ - global_steps 191650 loss: 0.20675826 04/13/2022 00:47:01 - INFO - __main__ - global_steps 191700 loss: 0.20283439 04/13/2022 00:47:06 - INFO - __main__ - global_steps 191750 loss: 0.18964794 04/13/2022 00:47:10 - INFO - __main__ - global_steps 191800 loss: 0.19427377 04/13/2022 00:47:15 - INFO - __main__ - global_steps 191850 loss: 0.30131612 04/13/2022 00:47:19 - INFO - __main__ - global_steps 191900 loss: 0.21945383 04/13/2022 00:47:24 - INFO - __main__ - global_steps 191950 loss: 0.21497997 04/13/2022 00:47:29 - INFO - __main__ - global_steps 192000 loss: 0.25291705 04/13/2022 00:47:33 - INFO - __main__ - global_steps 192050 loss: 0.23764232 04/13/2022 00:47:38 - INFO - __main__ - global_steps 192100 loss: 0.23244893 04/13/2022 00:47:42 - INFO - __main__ - global_steps 192150 loss: 0.21850879 04/13/2022 00:47:47 - INFO - __main__ - global_steps 192200 loss: 0.31476674 04/13/2022 00:47:52 - INFO - __main__ - global_steps 192250 loss: 0.26585827 04/13/2022 00:47:56 - INFO - __main__ - global_steps 192300 loss: 0.26203748 04/13/2022 00:48:01 - INFO - __main__ - global_steps 192350 loss: 0.21486046 04/13/2022 00:48:05 - INFO - __main__ - global_steps 192400 loss: 0.26254938 04/13/2022 00:48:10 - INFO - __main__ - global_steps 192450 loss: 0.30909215 04/13/2022 00:48:15 - INFO - __main__ - global_steps 192500 loss: 0.19126265 04/13/2022 00:48:15 - INFO - __main__ - ********** Running evaluating ********** 04/13/2022 00:48:19 - INFO - __main__ - ########## val_ar_acc 0.702008032128514 ########## 04/13/2022 00:48:24 - INFO - __main__ - ########## val_bg_acc 0.7313253012048193 ########## 04/13/2022 00:48:28 - INFO - __main__ - ########## val_de_acc 0.7542168674698795 ########## 04/13/2022 00:48:33 - INFO - __main__ - ########## val_el_acc 0.729718875502008 ########## 04/13/2022 00:48:37 - INFO - __main__ - ########## val_en_acc 0.8369477911646587 ########## 04/13/2022 00:48:42 - INFO - __main__ - ########## val_es_acc 0.7831325301204819 ########## 04/13/2022 00:48:46 - INFO - __main__ - ########## val_fr_acc 0.7690763052208835 ########## 04/13/2022 00:48:51 - INFO - __main__ - ########## val_hi_acc 0.6654618473895583 ########## 04/13/2022 00:48:55 - INFO - __main__ - ########## val_ru_acc 0.7236947791164658 ########## 04/13/2022 00:49:00 - INFO - __main__ - ########## val_sw_acc 0.6522088353413654 ########## 04/13/2022 00:49:04 - INFO - __main__ - ########## val_th_acc 0.6879518072289157 ########## 04/13/2022 00:49:09 - INFO - __main__ - ########## val_tr_acc 0.7040160642570281 ########## 04/13/2022 00:49:13 - INFO - __main__ - ########## val_ur_acc 0.6140562248995984 ########## 04/13/2022 00:49:18 - INFO - __main__ - ########## val_vi_acc 0.7228915662650602 ########## 04/13/2022 00:49:22 - INFO - __main__ - ########## val_zh_acc 0.7333333333333333 ########## 04/13/2022 00:49:31 - INFO - __main__ - ########## test_ar_acc 0.7021956087824351 ########## 04/13/2022 00:49:41 - INFO - __main__ - ########## test_bg_acc 0.7506986027944111 ########## 04/13/2022 00:49:50 - INFO - __main__ - ########## test_de_acc 0.7455089820359282 ########## 04/13/2022 00:49:59 - INFO - __main__ - ########## test_el_acc 0.7325349301397206 ########## 04/13/2022 00:50:08 - INFO - __main__ - ########## test_en_acc 0.8383233532934131 ########## 04/13/2022 00:50:17 - INFO - __main__ - ########## test_es_acc 0.7766467065868263 ########## 04/13/2022 00:50:26 - INFO - __main__ - ########## test_fr_acc 0.7770459081836327 ########## 04/13/2022 00:50:36 - INFO - __main__ - ########## test_hi_acc 0.6612774451097805 ########## 04/13/2022 00:50:46 - INFO - __main__ - ########## test_ru_acc 0.7361277445109781 ########## 04/13/2022 00:50:54 - INFO - __main__ - ########## test_sw_acc 0.667065868263473 ########## 04/13/2022 00:51:03 - INFO - __main__ - ########## test_th_acc 0.6798403193612774 ########## 04/13/2022 00:51:12 - INFO - __main__ - ########## test_tr_acc 0.6968063872255489 ########## 04/13/2022 00:51:22 - INFO - __main__ - ########## test_ur_acc 0.6259481037924152 ########## 04/13/2022 00:51:31 - INFO - __main__ - ########## test_vi_acc 0.7193612774451098 ########## 04/13/2022 00:51:40 - INFO - __main__ - ########## test_zh_acc 0.7245508982035929 ########## 04/13/2022 00:51:40 - INFO - __main__ - val_ar_acc = 0.702008032128514 04/13/2022 00:51:40 - INFO - __main__ - val_bg_acc = 0.7313253012048193 04/13/2022 00:51:40 - INFO - __main__ - val_de_acc = 0.7542168674698795 04/13/2022 00:51:40 - INFO - __main__ - val_el_acc = 0.729718875502008 04/13/2022 00:51:40 - INFO - __main__ - val_en_acc = 0.8369477911646587 04/13/2022 00:51:40 - INFO - __main__ - val_es_acc = 0.7831325301204819 04/13/2022 00:51:40 - INFO - __main__ - val_fr_acc = 0.7690763052208835 04/13/2022 00:51:40 - INFO - __main__ - val_hi_acc = 0.6654618473895583 04/13/2022 00:51:40 - INFO - __main__ - val_ru_acc = 0.7236947791164658 04/13/2022 00:51:40 - INFO - __main__ - val_sw_acc = 0.6522088353413654 04/13/2022 00:51:40 - INFO - __main__ - val_th_acc = 0.6879518072289157 04/13/2022 00:51:40 - INFO - __main__ - val_tr_acc = 0.7040160642570281 04/13/2022 00:51:40 - INFO - __main__ - val_ur_acc = 0.6140562248995984 04/13/2022 00:51:40 - INFO - __main__ - val_vi_acc = 0.7228915662650602 04/13/2022 00:51:40 - INFO - __main__ - val_zh_acc = 0.7333333333333333 04/13/2022 00:51:40 - INFO - __main__ - val_avg_acc = 0.720669344042838 04/13/2022 00:51:40 - INFO - __main__ - test_ar_acc = 0.7021956087824351 04/13/2022 00:51:40 - INFO - __main__ - test_bg_acc = 0.7506986027944111 04/13/2022 00:51:40 - INFO - __main__ - test_de_acc = 0.7455089820359282 04/13/2022 00:51:40 - INFO - __main__ - test_el_acc = 0.7325349301397206 04/13/2022 00:51:40 - INFO - __main__ - test_en_acc = 0.8383233532934131 04/13/2022 00:51:40 - INFO - __main__ - test_es_acc = 0.7766467065868263 04/13/2022 00:51:40 - INFO - __main__ - test_fr_acc = 0.7770459081836327 04/13/2022 00:51:40 - INFO - __main__ - test_hi_acc = 0.6612774451097805 04/13/2022 00:51:40 - INFO - __main__ - test_ru_acc = 0.7361277445109781 04/13/2022 00:51:40 - INFO - __main__ - test_sw_acc = 0.667065868263473 04/13/2022 00:51:40 - INFO - __main__ - test_th_acc = 0.6798403193612774 04/13/2022 00:51:40 - INFO - __main__ - test_tr_acc = 0.6968063872255489 04/13/2022 00:51:40 - INFO - __main__ - test_ur_acc = 0.6259481037924152 04/13/2022 00:51:40 - INFO - __main__ - test_vi_acc = 0.7193612774451098 04/13/2022 00:51:40 - INFO - __main__ - test_zh_acc = 0.7245508982035929 04/13/2022 00:51:40 - INFO - __main__ - test_avg_acc = 0.7222621423819028 04/13/2022 00:51:41 - INFO - utils - remove old ckpt: xnli_right_avg_new/ckpt/step-192500-test_avg_acc-0.7222621423819028-val_avg_acc-0.720669344042838 04/13/2022 00:51:41 - INFO - __main__ - ********** Evaluating Done ********** 04/13/2022 00:51:46 - INFO - __main__ - global_steps 192550 loss: 0.28112379 04/13/2022 00:51:51 - INFO - __main__ - global_steps 192600 loss: 0.18852122 04/13/2022 00:51:55 - INFO - __main__ - global_steps 192650 loss: 0.23924279 04/13/2022 00:52:00 - INFO - __main__ - global_steps 192700 loss: 0.26780439 04/13/2022 00:52:04 - INFO - __main__ - global_steps 192750 loss: 0.27202450 04/13/2022 00:52:09 - INFO - __main__ - global_steps 192800 loss: 0.22384396 04/13/2022 00:52:13 - INFO - __main__ - global_steps 192850 loss: 0.24660720 04/13/2022 00:52:17 - INFO - __main__ - global_steps 192900 loss: 0.25179320 04/13/2022 00:52:22 - INFO - __main__ - global_steps 192950 loss: 0.21915053 04/13/2022 00:52:26 - INFO - __main__ - global_steps 193000 loss: 0.21601530 04/13/2022 00:52:31 - INFO - __main__ - global_steps 193050 loss: 0.28250475 04/13/2022 00:52:35 - INFO - __main__ - global_steps 193100 loss: 0.22819976 04/13/2022 00:52:40 - INFO - __main__ - global_steps 193150 loss: 0.23534082 04/13/2022 00:52:45 - INFO - __main__ - global_steps 193200 loss: 0.24088583 04/13/2022 00:52:49 - INFO - __main__ - global_steps 193250 loss: 0.24789321 04/13/2022 00:52:54 - INFO - __main__ - global_steps 193300 loss: 0.26050322 04/13/2022 00:52:59 - INFO - __main__ - global_steps 193350 loss: 0.28093307 04/13/2022 00:53:03 - INFO - __main__ - global_steps 193400 loss: 0.22786263 04/13/2022 00:53:08 - INFO - __main__ - global_steps 193450 loss: 0.26643179 04/13/2022 00:53:13 - INFO - __main__ - global_steps 193500 loss: 0.24684153 04/13/2022 00:53:17 - INFO - __main__ - global_steps 193550 loss: 0.29167016 04/13/2022 00:53:22 - INFO - __main__ - global_steps 193600 loss: 0.28085462 04/13/2022 00:53:26 - INFO - __main__ - global_steps 193650 loss: 0.22518280 04/13/2022 00:53:31 - INFO - __main__ - global_steps 193700 loss: 0.23636533 04/13/2022 00:53:35 - INFO - __main__ - global_steps 193750 loss: 0.26138352 04/13/2022 00:53:40 - INFO - __main__ - global_steps 193800 loss: 0.28702906 04/13/2022 00:53:45 - INFO - __main__ - global_steps 193850 loss: 0.28719699 04/13/2022 00:53:49 - INFO - __main__ - global_steps 193900 loss: 0.24151425 04/13/2022 00:53:54 - INFO - __main__ - global_steps 193950 loss: 0.21865775 04/13/2022 00:53:59 - INFO - __main__ - global_steps 194000 loss: 0.26808473 04/13/2022 00:54:03 - INFO - __main__ - global_steps 194050 loss: 0.23950255 04/13/2022 00:54:08 - INFO - __main__ - global_steps 194100 loss: 0.23455516 04/13/2022 00:54:12 - INFO - __main__ - global_steps 194150 loss: 0.24199875 04/13/2022 00:54:17 - INFO - __main__ - global_steps 194200 loss: 0.22017136 04/13/2022 00:54:22 - INFO - __main__ - global_steps 194250 loss: 0.17661457 04/13/2022 00:54:26 - INFO - __main__ - global_steps 194300 loss: 0.24778677 04/13/2022 00:54:31 - INFO - __main__ - global_steps 194350 loss: 0.27633078 04/13/2022 00:54:35 - INFO - __main__ - global_steps 194400 loss: 0.27998509 04/13/2022 00:54:40 - INFO - __main__ - global_steps 194450 loss: 0.23518283 04/13/2022 00:54:44 - INFO - __main__ - global_steps 194500 loss: 0.30214818 04/13/2022 00:54:49 - INFO - __main__ - global_steps 194550 loss: 0.20426982 04/13/2022 00:54:54 - INFO - __main__ - global_steps 194600 loss: 0.24501641 04/13/2022 00:54:58 - INFO - __main__ - global_steps 194650 loss: 0.27249090 04/13/2022 00:55:03 - INFO - __main__ - global_steps 194700 loss: 0.27573702 04/13/2022 00:55:08 - INFO - __main__ - global_steps 194750 loss: 0.22245193 04/13/2022 00:55:12 - INFO - __main__ - global_steps 194800 loss: 0.25317580 04/13/2022 00:55:17 - INFO - __main__ - global_steps 194850 loss: 0.20569060 04/13/2022 00:55:21 - INFO - __main__ - global_steps 194900 loss: 0.25435833 04/13/2022 00:55:26 - INFO - __main__ - global_steps 194950 loss: 0.27322504 04/13/2022 00:55:31 - INFO - __main__ - global_steps 195000 loss: 0.24311101 04/13/2022 00:55:31 - INFO - __main__ - ********** Running evaluating ********** 04/13/2022 00:55:35 - INFO - __main__ - ########## val_ar_acc 0.6871485943775101 ########## 04/13/2022 00:55:40 - INFO - __main__ - ########## val_bg_acc 0.729718875502008 ########## 04/13/2022 00:55:44 - INFO - __main__ - ########## val_de_acc 0.7353413654618474 ########## 04/13/2022 00:55:49 - INFO - __main__ - ########## val_el_acc 0.7200803212851405 ########## 04/13/2022 00:55:53 - INFO - __main__ - ########## val_en_acc 0.8309236947791164 ########## 04/13/2022 00:55:58 - INFO - __main__ - ########## val_es_acc 0.7678714859437751 ########## 04/13/2022 00:56:02 - INFO - __main__ - ########## val_fr_acc 0.7441767068273092 ########## 04/13/2022 00:56:07 - INFO - __main__ - ########## val_hi_acc 0.655421686746988 ########## 04/13/2022 00:56:12 - INFO - __main__ - ########## val_ru_acc 0.7100401606425703 ########## 04/13/2022 00:56:16 - INFO - __main__ - ########## val_sw_acc 0.6493975903614457 ########## 04/13/2022 00:56:20 - INFO - __main__ - ########## val_th_acc 0.6614457831325301 ########## 04/13/2022 00:56:25 - INFO - __main__ - ########## val_tr_acc 0.6823293172690763 ########## 04/13/2022 00:56:29 - INFO - __main__ - ########## val_ur_acc 0.6060240963855422 ########## 04/13/2022 00:56:34 - INFO - __main__ - ########## val_vi_acc 0.7068273092369478 ########## 04/13/2022 00:56:38 - INFO - __main__ - ########## val_zh_acc 0.7112449799196787 ########## 04/13/2022 00:56:47 - INFO - __main__ - ########## test_ar_acc 0.7031936127744511 ########## 04/13/2022 00:56:57 - INFO - __main__ - ########## test_bg_acc 0.7455089820359282 ########## 04/13/2022 00:57:06 - INFO - __main__ - ########## test_de_acc 0.7377245508982035 ########## 04/13/2022 00:57:15 - INFO - __main__ - ########## test_el_acc 0.7225548902195609 ########## 04/13/2022 00:57:24 - INFO - __main__ - ########## test_en_acc 0.833932135728543 ########## 04/13/2022 00:57:33 - INFO - __main__ - ########## test_es_acc 0.770059880239521 ########## 04/13/2022 00:57:42 - INFO - __main__ - ########## test_fr_acc 0.7624750499001997 ########## 04/13/2022 00:57:52 - INFO - __main__ - ########## test_hi_acc 0.6481037924151697 ########## 04/13/2022 00:58:02 - INFO - __main__ - ########## test_ru_acc 0.7197604790419162 ########## 04/13/2022 00:58:10 - INFO - __main__ - ########## test_sw_acc 0.6512974051896208 ########## 04/13/2022 00:58:19 - INFO - __main__ - ########## test_th_acc 0.6586826347305389 ########## 04/13/2022 00:58:28 - INFO - __main__ - ########## test_tr_acc 0.6788423153692614 ########## 04/13/2022 00:58:38 - INFO - __main__ - ########## test_ur_acc 0.6097804391217565 ########## 04/13/2022 00:58:47 - INFO - __main__ - ########## test_vi_acc 0.7025948103792415 ########## 04/13/2022 00:58:56 - INFO - __main__ - ########## test_zh_acc 0.706187624750499 ########## 04/13/2022 00:58:56 - INFO - __main__ - val_ar_acc = 0.6871485943775101 04/13/2022 00:58:56 - INFO - __main__ - val_bg_acc = 0.729718875502008 04/13/2022 00:58:56 - INFO - __main__ - val_de_acc = 0.7353413654618474 04/13/2022 00:58:56 - INFO - __main__ - val_el_acc = 0.7200803212851405 04/13/2022 00:58:56 - INFO - __main__ - val_en_acc = 0.8309236947791164 04/13/2022 00:58:56 - INFO - __main__ - val_es_acc = 0.7678714859437751 04/13/2022 00:58:56 - INFO - __main__ - val_fr_acc = 0.7441767068273092 04/13/2022 00:58:56 - INFO - __main__ - val_hi_acc = 0.655421686746988 04/13/2022 00:58:56 - INFO - __main__ - val_ru_acc = 0.7100401606425703 04/13/2022 00:58:56 - INFO - __main__ - val_sw_acc = 0.6493975903614457 04/13/2022 00:58:56 - INFO - __main__ - val_th_acc = 0.6614457831325301 04/13/2022 00:58:56 - INFO - __main__ - val_tr_acc = 0.6823293172690763 04/13/2022 00:58:56 - INFO - __main__ - val_ur_acc = 0.6060240963855422 04/13/2022 00:58:56 - INFO - __main__ - val_vi_acc = 0.7068273092369478 04/13/2022 00:58:56 - INFO - __main__ - val_zh_acc = 0.7112449799196787 04/13/2022 00:58:56 - INFO - __main__ - val_avg_acc = 0.7065327978580991 04/13/2022 00:58:56 - INFO - __main__ - test_ar_acc = 0.7031936127744511 04/13/2022 00:58:56 - INFO - __main__ - test_bg_acc = 0.7455089820359282 04/13/2022 00:58:56 - INFO - __main__ - test_de_acc = 0.7377245508982035 04/13/2022 00:58:56 - INFO - __main__ - test_el_acc = 0.7225548902195609 04/13/2022 00:58:56 - INFO - __main__ - test_en_acc = 0.833932135728543 04/13/2022 00:58:56 - INFO - __main__ - test_es_acc = 0.770059880239521 04/13/2022 00:58:56 - INFO - __main__ - test_fr_acc = 0.7624750499001997 04/13/2022 00:58:56 - INFO - __main__ - test_hi_acc = 0.6481037924151697 04/13/2022 00:58:56 - INFO - __main__ - test_ru_acc = 0.7197604790419162 04/13/2022 00:58:56 - INFO - __main__ - test_sw_acc = 0.6512974051896208 04/13/2022 00:58:56 - INFO - __main__ - test_th_acc = 0.6586826347305389 04/13/2022 00:58:56 - INFO - __main__ - test_tr_acc = 0.6788423153692614 04/13/2022 00:58:56 - INFO - __main__ - test_ur_acc = 0.6097804391217565 04/13/2022 00:58:56 - INFO - __main__ - test_vi_acc = 0.7025948103792415 04/13/2022 00:58:56 - INFO - __main__ - test_zh_acc = 0.706187624750499 04/13/2022 00:58:56 - INFO - __main__ - test_avg_acc = 0.7100465735196274 04/13/2022 00:58:57 - INFO - utils - remove old ckpt: xnli_right_avg_new/ckpt/step-195000-test_avg_acc-0.7100465735196274-val_avg_acc-0.7065327978580991 04/13/2022 00:58:57 - INFO - __main__ - ********** Evaluating Done ********** 04/13/2022 00:59:02 - INFO - __main__ - global_steps 195050 loss: 0.25898043 04/13/2022 00:59:06 - INFO - __main__ - global_steps 195100 loss: 0.29280844 04/13/2022 00:59:11 - INFO - __main__ - global_steps 195150 loss: 0.24756146 04/13/2022 00:59:16 - INFO - __main__ - global_steps 195200 loss: 0.23371350 04/13/2022 00:59:20 - INFO - __main__ - global_steps 195250 loss: 0.22783692 04/13/2022 00:59:25 - INFO - __main__ - global_steps 195300 loss: 0.26833763 04/13/2022 00:59:29 - INFO - __main__ - global_steps 195350 loss: 0.22778402 04/13/2022 00:59:34 - INFO - __main__ - global_steps 195400 loss: 0.22401990 04/13/2022 00:59:39 - INFO - __main__ - global_steps 195450 loss: 0.22548962 04/13/2022 00:59:43 - INFO - __main__ - global_steps 195500 loss: 0.21240996 04/13/2022 00:59:48 - INFO - __main__ - global_steps 195550 loss: 0.26893169 04/13/2022 00:59:52 - INFO - __main__ - global_steps 195600 loss: 0.24477758 04/13/2022 00:59:57 - INFO - __main__ - global_steps 195650 loss: 0.31536754 04/13/2022 01:00:02 - INFO - __main__ - global_steps 195700 loss: 0.22521608 04/13/2022 01:00:06 - INFO - __main__ - global_steps 195750 loss: 0.26337041 04/13/2022 01:00:11 - INFO - __main__ - global_steps 195800 loss: 0.25243360 04/13/2022 01:00:15 - INFO - __main__ - global_steps 195850 loss: 0.20289284 04/13/2022 01:00:20 - INFO - __main__ - global_steps 195900 loss: 0.27179288 04/13/2022 01:00:25 - INFO - __main__ - global_steps 195950 loss: 0.26354458 04/13/2022 01:00:29 - INFO - __main__ - global_steps 196000 loss: 0.23167178 04/13/2022 01:00:34 - INFO - __main__ - global_steps 196050 loss: 0.10969857 04/13/2022 01:00:38 - INFO - __main__ - global_steps 196100 loss: 0.28070239 04/13/2022 01:00:43 - INFO - __main__ - global_steps 196150 loss: 0.19673273 04/13/2022 01:00:48 - INFO - __main__ - global_steps 196200 loss: 0.24349662 04/13/2022 01:00:52 - INFO - __main__ - global_steps 196250 loss: 0.24780542 04/13/2022 01:00:57 - INFO - __main__ - global_steps 196300 loss: 0.23210231 04/13/2022 01:01:01 - INFO - __main__ - global_steps 196350 loss: 0.21488141 04/13/2022 01:01:06 - INFO - __main__ - global_steps 196400 loss: 0.24526017 04/13/2022 01:01:11 - INFO - __main__ - global_steps 196450 loss: 0.26832389 04/13/2022 01:01:15 - INFO - __main__ - global_steps 196500 loss: 0.19190893 04/13/2022 01:01:20 - INFO - __main__ - global_steps 196550 loss: 0.22796807 04/13/2022 01:01:24 - INFO - __main__ - global_steps 196600 loss: 0.24727589 04/13/2022 01:01:29 - INFO - __main__ - global_steps 196650 loss: 0.25563478 04/13/2022 01:01:34 - INFO - __main__ - global_steps 196700 loss: 0.25978551 04/13/2022 01:01:38 - INFO - __main__ - global_steps 196750 loss: 0.27579368 04/13/2022 01:01:43 - INFO - __main__ - global_steps 196800 loss: 0.27482547 04/13/2022 01:01:48 - INFO - __main__ - global_steps 196850 loss: 0.21499784 04/13/2022 01:01:52 - INFO - __main__ - global_steps 196900 loss: 0.26026404 04/13/2022 01:01:57 - INFO - __main__ - global_steps 196950 loss: 0.29176090 04/13/2022 01:02:01 - INFO - __main__ - global_steps 197000 loss: 0.23798505 04/13/2022 01:02:06 - INFO - __main__ - global_steps 197050 loss: 0.30110685 04/13/2022 01:02:11 - INFO - __main__ - global_steps 197100 loss: 0.24998218 04/13/2022 01:02:15 - INFO - __main__ - global_steps 197150 loss: 0.26777073 04/13/2022 01:02:20 - INFO - __main__ - global_steps 197200 loss: 0.21648924 04/13/2022 01:02:25 - INFO - __main__ - global_steps 197250 loss: 0.27314012 04/13/2022 01:02:29 - INFO - __main__ - global_steps 197300 loss: 0.20993751 04/13/2022 01:02:34 - INFO - __main__ - global_steps 197350 loss: 0.24674792 04/13/2022 01:02:38 - INFO - __main__ - global_steps 197400 loss: 0.19840806 04/13/2022 01:02:43 - INFO - __main__ - global_steps 197450 loss: 0.27207524 04/13/2022 01:02:48 - INFO - __main__ - global_steps 197500 loss: 0.20838296 04/13/2022 01:02:48 - INFO - __main__ - ********** Running evaluating ********** 04/13/2022 01:02:52 - INFO - __main__ - ########## val_ar_acc 0.7100401606425703 ########## 04/13/2022 01:02:56 - INFO - __main__ - ########## val_bg_acc 0.755421686746988 ########## 04/13/2022 01:03:01 - INFO - __main__ - ########## val_de_acc 0.7582329317269076 ########## 04/13/2022 01:03:06 - INFO - __main__ - ########## val_el_acc 0.7401606425702811 ########## 04/13/2022 01:03:10 - INFO - __main__ - ########## val_en_acc 0.8453815261044176 ########## 04/13/2022 01:03:14 - INFO - __main__ - ########## val_es_acc 0.7891566265060241 ########## 04/13/2022 01:03:19 - INFO - __main__ - ########## val_fr_acc 0.765863453815261 ########## 04/13/2022 01:03:24 - INFO - __main__ - ########## val_hi_acc 0.6799196787148595 ########## 04/13/2022 01:03:28 - INFO - __main__ - ########## val_ru_acc 0.7313253012048193 ########## 04/13/2022 01:03:33 - INFO - __main__ - ########## val_sw_acc 0.6690763052208836 ########## 04/13/2022 01:03:37 - INFO - __main__ - ########## val_th_acc 0.6939759036144578 ########## 04/13/2022 01:03:41 - INFO - __main__ - ########## val_tr_acc 0.7072289156626506 ########## 04/13/2022 01:03:46 - INFO - __main__ - ########## val_ur_acc 0.6293172690763053 ########## 04/13/2022 01:03:51 - INFO - __main__ - ########## val_vi_acc 0.7401606425702811 ########## 04/13/2022 01:03:55 - INFO - __main__ - ########## val_zh_acc 0.736144578313253 ########## 04/13/2022 01:04:04 - INFO - __main__ - ########## test_ar_acc 0.7199600798403194 ########## 04/13/2022 01:04:14 - INFO - __main__ - ########## test_bg_acc 0.7654690618762475 ########## 04/13/2022 01:04:23 - INFO - __main__ - ########## test_de_acc 0.7646706586826347 ########## 04/13/2022 01:04:32 - INFO - __main__ - ########## test_el_acc 0.7526946107784431 ########## 04/13/2022 01:04:41 - INFO - __main__ - ########## test_en_acc 0.8431137724550898 ########## 04/13/2022 01:04:50 - INFO - __main__ - ########## test_es_acc 0.7890219560878243 ########## 04/13/2022 01:04:59 - INFO - __main__ - ########## test_fr_acc 0.7870259481037924 ########## 04/13/2022 01:05:09 - INFO - __main__ - ########## test_hi_acc 0.6728542914171657 ########## 04/13/2022 01:05:19 - INFO - __main__ - ########## test_ru_acc 0.7483033932135729 ########## 04/13/2022 01:05:27 - INFO - __main__ - ########## test_sw_acc 0.6782435129740519 ########## 04/13/2022 01:05:36 - INFO - __main__ - ########## test_th_acc 0.6914171656686626 ########## 04/13/2022 01:05:45 - INFO - __main__ - ########## test_tr_acc 0.7053892215568862 ########## 04/13/2022 01:05:54 - INFO - __main__ - ########## test_ur_acc 0.6351297405189621 ########## 04/13/2022 01:06:04 - INFO - __main__ - ########## test_vi_acc 0.7293413173652694 ########## 04/13/2022 01:06:12 - INFO - __main__ - ########## test_zh_acc 0.7343313373253493 ########## 04/13/2022 01:06:12 - INFO - __main__ - val_ar_acc = 0.7100401606425703 04/13/2022 01:06:12 - INFO - __main__ - val_bg_acc = 0.755421686746988 04/13/2022 01:06:12 - INFO - __main__ - val_de_acc = 0.7582329317269076 04/13/2022 01:06:12 - INFO - __main__ - val_el_acc = 0.7401606425702811 04/13/2022 01:06:12 - INFO - __main__ - val_en_acc = 0.8453815261044176 04/13/2022 01:06:12 - INFO - __main__ - val_es_acc = 0.7891566265060241 04/13/2022 01:06:12 - INFO - __main__ - val_fr_acc = 0.765863453815261 04/13/2022 01:06:12 - INFO - __main__ - val_hi_acc = 0.6799196787148595 04/13/2022 01:06:12 - INFO - __main__ - val_ru_acc = 0.7313253012048193 04/13/2022 01:06:12 - INFO - __main__ - val_sw_acc = 0.6690763052208836 04/13/2022 01:06:12 - INFO - __main__ - val_th_acc = 0.6939759036144578 04/13/2022 01:06:12 - INFO - __main__ - val_tr_acc = 0.7072289156626506 04/13/2022 01:06:12 - INFO - __main__ - val_ur_acc = 0.6293172690763053 04/13/2022 01:06:12 - INFO - __main__ - val_vi_acc = 0.7401606425702811 04/13/2022 01:06:12 - INFO - __main__ - val_zh_acc = 0.736144578313253 04/13/2022 01:06:12 - INFO - __main__ - val_avg_acc = 0.7300937081659972 04/13/2022 01:06:12 - INFO - __main__ - test_ar_acc = 0.7199600798403194 04/13/2022 01:06:12 - INFO - __main__ - test_bg_acc = 0.7654690618762475 04/13/2022 01:06:12 - INFO - __main__ - test_de_acc = 0.7646706586826347 04/13/2022 01:06:12 - INFO - __main__ - test_el_acc = 0.7526946107784431 04/13/2022 01:06:12 - INFO - __main__ - test_en_acc = 0.8431137724550898 04/13/2022 01:06:12 - INFO - __main__ - test_es_acc = 0.7890219560878243 04/13/2022 01:06:12 - INFO - __main__ - test_fr_acc = 0.7870259481037924 04/13/2022 01:06:12 - INFO - __main__ - test_hi_acc = 0.6728542914171657 04/13/2022 01:06:12 - INFO - __main__ - test_ru_acc = 0.7483033932135729 04/13/2022 01:06:12 - INFO - __main__ - test_sw_acc = 0.6782435129740519 04/13/2022 01:06:12 - INFO - __main__ - test_th_acc = 0.6914171656686626 04/13/2022 01:06:12 - INFO - __main__ - test_tr_acc = 0.7053892215568862 04/13/2022 01:06:12 - INFO - __main__ - test_ur_acc = 0.6351297405189621 04/13/2022 01:06:12 - INFO - __main__ - test_vi_acc = 0.7293413173652694 04/13/2022 01:06:12 - INFO - __main__ - test_zh_acc = 0.7343313373253493 04/13/2022 01:06:12 - INFO - __main__ - test_avg_acc = 0.7344644045242849 04/13/2022 01:06:14 - INFO - utils - remove old ckpt: xnli_right_avg_new/ckpt/step-197500-test_avg_acc-0.7344644045242849-val_avg_acc-0.7300937081659972 04/13/2022 01:06:14 - INFO - __main__ - ********** Evaluating Done ********** 04/13/2022 01:06:18 - INFO - __main__ - global_steps 197550 loss: 0.23354386 04/13/2022 01:06:23 - INFO - __main__ - global_steps 197600 loss: 0.26811141 04/13/2022 01:06:28 - INFO - __main__ - global_steps 197650 loss: 0.26414698 04/13/2022 01:06:32 - INFO - __main__ - global_steps 197700 loss: 0.25130381 04/13/2022 01:06:37 - INFO - __main__ - global_steps 197750 loss: 0.22701801 04/13/2022 01:06:42 - INFO - __main__ - global_steps 197800 loss: 0.30450716 04/13/2022 01:06:46 - INFO - __main__ - global_steps 197850 loss: 0.31493553 04/13/2022 01:06:50 - INFO - __main__ - global_steps 197900 loss: 0.21871925 04/13/2022 01:06:55 - INFO - __main__ - global_steps 197950 loss: 0.20652676 04/13/2022 01:06:59 - INFO - __main__ - global_steps 198000 loss: 0.26957969 04/13/2022 01:07:04 - INFO - __main__ - global_steps 198050 loss: 0.24537078 04/13/2022 01:07:08 - INFO - __main__ - global_steps 198100 loss: 0.26038030 04/13/2022 01:07:13 - INFO - __main__ - global_steps 198150 loss: 0.23985211 04/13/2022 01:07:18 - INFO - __main__ - global_steps 198200 loss: 0.19538172 04/13/2022 01:07:22 - INFO - __main__ - global_steps 198250 loss: 0.24192059 04/13/2022 01:07:27 - INFO - __main__ - global_steps 198300 loss: 0.28663425 04/13/2022 01:07:32 - INFO - __main__ - global_steps 198350 loss: 0.22025528 04/13/2022 01:07:36 - INFO - __main__ - global_steps 198400 loss: 0.19760391 04/13/2022 01:07:41 - INFO - __main__ - global_steps 198450 loss: 0.21607135 04/13/2022 01:07:45 - INFO - __main__ - global_steps 198500 loss: 0.19191878 04/13/2022 01:07:50 - INFO - __main__ - global_steps 198550 loss: 0.19049945 04/13/2022 01:07:55 - INFO - __main__ - global_steps 198600 loss: 0.23267061 04/13/2022 01:07:59 - INFO - __main__ - global_steps 198650 loss: 0.25153956 04/13/2022 01:08:04 - INFO - __main__ - global_steps 198700 loss: 0.20790508 04/13/2022 01:08:08 - INFO - __main__ - global_steps 198750 loss: 0.27293659 04/13/2022 01:08:13 - INFO - __main__ - global_steps 198800 loss: 0.26269944 04/13/2022 01:08:18 - INFO - __main__ - global_steps 198850 loss: 0.21709221 04/13/2022 01:08:22 - INFO - __main__ - global_steps 198900 loss: 0.21614207 04/13/2022 01:08:27 - INFO - __main__ - global_steps 198950 loss: 0.28261599 04/13/2022 01:08:31 - INFO - __main__ - global_steps 199000 loss: 0.21401321 04/13/2022 01:08:36 - INFO - __main__ - global_steps 199050 loss: 0.24097727 04/13/2022 01:08:41 - INFO - __main__ - global_steps 199100 loss: 0.26239433 04/13/2022 01:08:45 - INFO - __main__ - global_steps 199150 loss: 0.25353517 04/13/2022 01:08:50 - INFO - __main__ - global_steps 199200 loss: 0.27415009 04/13/2022 01:08:55 - INFO - __main__ - global_steps 199250 loss: 0.24285943 04/13/2022 01:08:59 - INFO - __main__ - global_steps 199300 loss: 0.31464470 04/13/2022 01:09:04 - INFO - __main__ - global_steps 199350 loss: 0.25110204 04/13/2022 01:09:09 - INFO - __main__ - global_steps 199400 loss: 0.23950657 04/13/2022 01:09:13 - INFO - __main__ - global_steps 199450 loss: 0.21846609 04/13/2022 01:09:18 - INFO - __main__ - global_steps 199500 loss: 0.28611127 04/13/2022 01:09:22 - INFO - __main__ - global_steps 199550 loss: 0.20071681 04/13/2022 01:09:27 - INFO - __main__ - global_steps 199600 loss: 0.27017568 04/13/2022 01:09:31 - INFO - __main__ - global_steps 199650 loss: 0.24066969 04/13/2022 01:09:35 - INFO - __main__ - global_steps 199700 loss: 0.22546574 04/13/2022 01:09:40 - INFO - __main__ - global_steps 199750 loss: 0.24831780 04/13/2022 01:09:45 - INFO - __main__ - global_steps 199800 loss: 0.23707180 04/13/2022 01:09:49 - INFO - __main__ - global_steps 199850 loss: 0.35734021 04/13/2022 01:09:54 - INFO - __main__ - global_steps 199900 loss: 0.20149553 04/13/2022 01:09:59 - INFO - __main__ - global_steps 199950 loss: 0.21590343 04/13/2022 01:10:03 - INFO - __main__ - global_steps 200000 loss: 0.24793835 04/13/2022 01:10:03 - INFO - __main__ - ********** Running evaluating ********** 04/13/2022 01:10:07 - INFO - __main__ - ########## val_ar_acc 0.6939759036144578 ########## 04/13/2022 01:10:12 - INFO - __main__ - ########## val_bg_acc 0.7369477911646586 ########## 04/13/2022 01:10:16 - INFO - __main__ - ########## val_de_acc 0.742570281124498 ########## 04/13/2022 01:10:21 - INFO - __main__ - ########## val_el_acc 0.7305220883534137 ########## 04/13/2022 01:10:25 - INFO - __main__ - ########## val_en_acc 0.8297188755020081 ########## 04/13/2022 01:10:30 - INFO - __main__ - ########## val_es_acc 0.7698795180722892 ########## 04/13/2022 01:10:34 - INFO - __main__ - ########## val_fr_acc 0.7546184738955823 ########## 04/13/2022 01:10:39 - INFO - __main__ - ########## val_hi_acc 0.6485943775100401 ########## 04/13/2022 01:10:44 - INFO - __main__ - ########## val_ru_acc 0.7136546184738956 ########## 04/13/2022 01:10:48 - INFO - __main__ - ########## val_sw_acc 0.642570281124498 ########## 04/13/2022 01:10:53 - INFO - __main__ - ########## val_th_acc 0.655421686746988 ########## 04/13/2022 01:10:57 - INFO - __main__ - ########## val_tr_acc 0.6931726907630522 ########## 04/13/2022 01:11:02 - INFO - __main__ - ########## val_ur_acc 0.6036144578313253 ########## 04/13/2022 01:11:06 - INFO - __main__ - ########## val_vi_acc 0.7056224899598393 ########## 04/13/2022 01:11:11 - INFO - __main__ - ########## val_zh_acc 0.7160642570281125 ########## 04/13/2022 01:11:20 - INFO - __main__ - ########## test_ar_acc 0.6992015968063873 ########## 04/13/2022 01:11:29 - INFO - __main__ - ########## test_bg_acc 0.7487025948103793 ########## 04/13/2022 01:11:38 - INFO - __main__ - ########## test_de_acc 0.7435129740518962 ########## 04/13/2022 01:11:48 - INFO - __main__ - ########## test_el_acc 0.7255489021956087 ########## 04/13/2022 01:11:57 - INFO - __main__ - ########## test_en_acc 0.8355289421157684 ########## 04/13/2022 01:12:06 - INFO - __main__ - ########## test_es_acc 0.768063872255489 ########## 04/13/2022 01:12:15 - INFO - __main__ - ########## test_fr_acc 0.7596806387225549 ########## 04/13/2022 01:12:25 - INFO - __main__ - ########## test_hi_acc 0.6516966067864272 ########## 04/13/2022 01:12:34 - INFO - __main__ - ########## test_ru_acc 0.7229540918163673 ########## 04/13/2022 01:12:43 - INFO - __main__ - ########## test_sw_acc 0.6586826347305389 ########## 04/13/2022 01:12:52 - INFO - __main__ - ########## test_th_acc 0.653692614770459 ########## 04/13/2022 01:13:01 - INFO - __main__ - ########## test_tr_acc 0.6780439121756487 ########## 04/13/2022 01:13:10 - INFO - __main__ - ########## test_ur_acc 0.6053892215568862 ########## 04/13/2022 01:13:19 - INFO - __main__ - ########## test_vi_acc 0.7037924151696606 ########## 04/13/2022 01:13:28 - INFO - __main__ - ########## test_zh_acc 0.7111776447105789 ########## 04/13/2022 01:13:28 - INFO - __main__ - val_ar_acc = 0.6939759036144578 04/13/2022 01:13:28 - INFO - __main__ - val_bg_acc = 0.7369477911646586 04/13/2022 01:13:28 - INFO - __main__ - val_de_acc = 0.742570281124498 04/13/2022 01:13:28 - INFO - __main__ - val_el_acc = 0.7305220883534137 04/13/2022 01:13:28 - INFO - __main__ - val_en_acc = 0.8297188755020081 04/13/2022 01:13:28 - INFO - __main__ - val_es_acc = 0.7698795180722892 04/13/2022 01:13:28 - INFO - __main__ - val_fr_acc = 0.7546184738955823 04/13/2022 01:13:28 - INFO - __main__ - val_hi_acc = 0.6485943775100401 04/13/2022 01:13:28 - INFO - __main__ - val_ru_acc = 0.7136546184738956 04/13/2022 01:13:28 - INFO - __main__ - val_sw_acc = 0.642570281124498 04/13/2022 01:13:28 - INFO - __main__ - val_th_acc = 0.655421686746988 04/13/2022 01:13:28 - INFO - __main__ - val_tr_acc = 0.6931726907630522 04/13/2022 01:13:28 - INFO - __main__ - val_ur_acc = 0.6036144578313253 04/13/2022 01:13:28 - INFO - __main__ - val_vi_acc = 0.7056224899598393 04/13/2022 01:13:28 - INFO - __main__ - val_zh_acc = 0.7160642570281125 04/13/2022 01:13:28 - INFO - __main__ - val_avg_acc = 0.7091298527443105 04/13/2022 01:13:28 - INFO - __main__ - test_ar_acc = 0.6992015968063873 04/13/2022 01:13:28 - INFO - __main__ - test_bg_acc = 0.7487025948103793 04/13/2022 01:13:28 - INFO - __main__ - test_de_acc = 0.7435129740518962 04/13/2022 01:13:28 - INFO - __main__ - test_el_acc = 0.7255489021956087 04/13/2022 01:13:28 - INFO - __main__ - test_en_acc = 0.8355289421157684 04/13/2022 01:13:28 - INFO - __main__ - test_es_acc = 0.768063872255489 04/13/2022 01:13:28 - INFO - __main__ - test_fr_acc = 0.7596806387225549 04/13/2022 01:13:28 - INFO - __main__ - test_hi_acc = 0.6516966067864272 04/13/2022 01:13:28 - INFO - __main__ - test_ru_acc = 0.7229540918163673 04/13/2022 01:13:28 - INFO - __main__ - test_sw_acc = 0.6586826347305389 04/13/2022 01:13:28 - INFO - __main__ - test_th_acc = 0.653692614770459 04/13/2022 01:13:28 - INFO - __main__ - test_tr_acc = 0.6780439121756487 04/13/2022 01:13:28 - INFO - __main__ - test_ur_acc = 0.6053892215568862 04/13/2022 01:13:28 - INFO - __main__ - test_vi_acc = 0.7037924151696606 04/13/2022 01:13:28 - INFO - __main__ - test_zh_acc = 0.7111776447105789 04/13/2022 01:13:28 - INFO - __main__ - test_avg_acc = 0.7110445775116434 04/13/2022 01:13:29 - INFO - utils - remove old ckpt: xnli_right_avg_new/ckpt/step-200000-test_avg_acc-0.7110445775116434-val_avg_acc-0.7091298527443105 04/13/2022 01:13:29 - INFO - __main__ - ********** Evaluating Done ********** 04/13/2022 01:13:34 - INFO - __main__ - global_steps 200050 loss: 0.25277535 04/13/2022 01:13:38 - INFO - __main__ - global_steps 200100 loss: 0.20394501 04/13/2022 01:13:43 - INFO - __main__ - global_steps 200150 loss: 0.22782029 04/13/2022 01:13:48 - INFO - __main__ - global_steps 200200 loss: 0.22153879 04/13/2022 01:13:52 - INFO - __main__ - global_steps 200250 loss: 0.31947452 04/13/2022 01:13:57 - INFO - __main__ - global_steps 200300 loss: 0.23965535 04/13/2022 01:14:02 - INFO - __main__ - global_steps 200350 loss: 0.23933853 04/13/2022 01:14:06 - INFO - __main__ - global_steps 200400 loss: 0.19922066 04/13/2022 01:14:11 - INFO - __main__ - global_steps 200450 loss: 0.21559963 04/13/2022 01:14:15 - INFO - __main__ - global_steps 200500 loss: 0.25825966 04/13/2022 01:14:20 - INFO - __main__ - global_steps 200550 loss: 0.22328681 04/13/2022 01:14:25 - INFO - __main__ - global_steps 200600 loss: 0.18847442 04/13/2022 01:14:29 - INFO - __main__ - global_steps 200650 loss: 0.20034319 04/13/2022 01:14:34 - INFO - __main__ - global_steps 200700 loss: 0.20426138 04/13/2022 01:14:38 - INFO - __main__ - global_steps 200750 loss: 0.24207778 04/13/2022 01:14:43 - INFO - __main__ - global_steps 200800 loss: 0.30114825 04/13/2022 01:14:48 - INFO - __main__ - global_steps 200850 loss: 0.22623934 04/13/2022 01:14:52 - INFO - __main__ - global_steps 200900 loss: 0.21260427 04/13/2022 01:14:57 - INFO - __main__ - global_steps 200950 loss: 0.25325650 04/13/2022 01:15:02 - INFO - __main__ - global_steps 201000 loss: 0.19933993 04/13/2022 01:15:06 - INFO - __main__ - global_steps 201050 loss: 0.20163553 04/13/2022 01:15:11 - INFO - __main__ - global_steps 201100 loss: 0.17959803 04/13/2022 01:15:15 - INFO - __main__ - global_steps 201150 loss: 0.20082975 04/13/2022 01:15:20 - INFO - __main__ - global_steps 201200 loss: 0.22415744 04/13/2022 01:15:25 - INFO - __main__ - global_steps 201250 loss: 0.22233174 04/13/2022 01:15:29 - INFO - __main__ - global_steps 201300 loss: 0.24968228 04/13/2022 01:15:34 - INFO - __main__ - global_steps 201350 loss: 0.20225929 04/13/2022 01:15:38 - INFO - __main__ - global_steps 201400 loss: 0.24163934 04/13/2022 01:15:43 - INFO - __main__ - global_steps 201450 loss: 0.19052521 04/13/2022 01:15:48 - INFO - __main__ - global_steps 201500 loss: 0.21623973 04/13/2022 01:15:52 - INFO - __main__ - global_steps 201550 loss: 0.20182954 04/13/2022 01:15:57 - INFO - __main__ - global_steps 201600 loss: 0.26565253 04/13/2022 01:16:01 - INFO - __main__ - global_steps 201650 loss: 0.18653203 04/13/2022 01:16:06 - INFO - __main__ - global_steps 201700 loss: 0.26166313 04/13/2022 01:16:11 - INFO - __main__ - global_steps 201750 loss: 0.20853103 04/13/2022 01:16:15 - INFO - __main__ - global_steps 201800 loss: 0.25738874 04/13/2022 01:16:20 - INFO - __main__ - global_steps 201850 loss: 0.25540280 04/13/2022 01:16:25 - INFO - __main__ - global_steps 201900 loss: 0.20428645 04/13/2022 01:16:29 - INFO - __main__ - global_steps 201950 loss: 0.26160881 04/13/2022 01:16:34 - INFO - __main__ - global_steps 202000 loss: 0.25784420 04/13/2022 01:16:38 - INFO - __main__ - global_steps 202050 loss: 0.28323144 04/13/2022 01:16:43 - INFO - __main__ - global_steps 202100 loss: 0.21407944 04/13/2022 01:16:48 - INFO - __main__ - global_steps 202150 loss: 0.23817395 04/13/2022 01:16:52 - INFO - __main__ - global_steps 202200 loss: 0.23975277 04/13/2022 01:16:57 - INFO - __main__ - global_steps 202250 loss: 0.26045230 04/13/2022 01:17:01 - INFO - __main__ - global_steps 202300 loss: 0.29681775 04/13/2022 01:17:06 - INFO - __main__ - global_steps 202350 loss: 0.30128955 04/13/2022 01:17:11 - INFO - __main__ - global_steps 202400 loss: 0.20875573 04/13/2022 01:17:15 - INFO - __main__ - global_steps 202450 loss: 0.18905238 04/13/2022 01:17:20 - INFO - __main__ - global_steps 202500 loss: 0.24858779 04/13/2022 01:17:20 - INFO - __main__ - ********** Running evaluating ********** 04/13/2022 01:17:24 - INFO - __main__ - ########## val_ar_acc 0.6911646586345381 ########## 04/13/2022 01:17:29 - INFO - __main__ - ########## val_bg_acc 0.7321285140562249 ########## 04/13/2022 01:17:33 - INFO - __main__ - ########## val_de_acc 0.7401606425702811 ########## 04/13/2022 01:17:38 - INFO - __main__ - ########## val_el_acc 0.7257028112449799 ########## 04/13/2022 01:17:42 - INFO - __main__ - ########## val_en_acc 0.8309236947791164 ########## 04/13/2022 01:17:47 - INFO - __main__ - ########## val_es_acc 0.7694779116465863 ########## 04/13/2022 01:17:51 - INFO - __main__ - ########## val_fr_acc 0.7497991967871486 ########## 04/13/2022 01:17:56 - INFO - __main__ - ########## val_hi_acc 0.655421686746988 ########## 04/13/2022 01:18:01 - INFO - __main__ - ########## val_ru_acc 0.7156626506024096 ########## 04/13/2022 01:18:05 - INFO - __main__ - ########## val_sw_acc 0.6437751004016065 ########## 04/13/2022 01:18:09 - INFO - __main__ - ########## val_th_acc 0.6710843373493975 ########## 04/13/2022 01:18:13 - INFO - __main__ - ########## val_tr_acc 0.6951807228915663 ########## 04/13/2022 01:18:18 - INFO - __main__ - ########## val_ur_acc 0.6120481927710844 ########## 04/13/2022 01:18:23 - INFO - __main__ - ########## val_vi_acc 0.7100401606425703 ########## 04/13/2022 01:18:27 - INFO - __main__ - ########## val_zh_acc 0.7216867469879518 ########## 04/13/2022 01:18:36 - INFO - __main__ - ########## test_ar_acc 0.7011976047904191 ########## 04/13/2022 01:18:45 - INFO - __main__ - ########## test_bg_acc 0.7435129740518962 ########## 04/13/2022 01:18:54 - INFO - __main__ - ########## test_de_acc 0.7359281437125749 ########## 04/13/2022 01:19:03 - INFO - __main__ - ########## test_el_acc 0.7277445109780439 ########## 04/13/2022 01:19:11 - INFO - __main__ - ########## test_en_acc 0.8295409181636727 ########## 04/13/2022 01:19:20 - INFO - __main__ - ########## test_es_acc 0.7708582834331338 ########## 04/13/2022 01:19:29 - INFO - __main__ - ########## test_fr_acc 0.7638722554890219 ########## 04/13/2022 01:19:39 - INFO - __main__ - ########## test_hi_acc 0.6528942115768464 ########## 04/13/2022 01:19:48 - INFO - __main__ - ########## test_ru_acc 0.729940119760479 ########## 04/13/2022 01:19:57 - INFO - __main__ - ########## test_sw_acc 0.6588822355289421 ########## 04/13/2022 01:20:06 - INFO - __main__ - ########## test_th_acc 0.6642714570858284 ########## 04/13/2022 01:20:15 - INFO - __main__ - ########## test_tr_acc 0.6842315369261477 ########## 04/13/2022 01:20:24 - INFO - __main__ - ########## test_ur_acc 0.6171656686626746 ########## 04/13/2022 01:20:34 - INFO - __main__ - ########## test_vi_acc 0.7059880239520958 ########## 04/13/2022 01:20:42 - INFO - __main__ - ########## test_zh_acc 0.7115768463073853 ########## 04/13/2022 01:20:42 - INFO - __main__ - val_ar_acc = 0.6911646586345381 04/13/2022 01:20:42 - INFO - __main__ - val_bg_acc = 0.7321285140562249 04/13/2022 01:20:42 - INFO - __main__ - val_de_acc = 0.7401606425702811 04/13/2022 01:20:42 - INFO - __main__ - val_el_acc = 0.7257028112449799 04/13/2022 01:20:42 - INFO - __main__ - val_en_acc = 0.8309236947791164 04/13/2022 01:20:42 - INFO - __main__ - val_es_acc = 0.7694779116465863 04/13/2022 01:20:42 - INFO - __main__ - val_fr_acc = 0.7497991967871486 04/13/2022 01:20:42 - INFO - __main__ - val_hi_acc = 0.655421686746988 04/13/2022 01:20:42 - INFO - __main__ - val_ru_acc = 0.7156626506024096 04/13/2022 01:20:42 - INFO - __main__ - val_sw_acc = 0.6437751004016065 04/13/2022 01:20:42 - INFO - __main__ - val_th_acc = 0.6710843373493975 04/13/2022 01:20:42 - INFO - __main__ - val_tr_acc = 0.6951807228915663 04/13/2022 01:20:42 - INFO - __main__ - val_ur_acc = 0.6120481927710844 04/13/2022 01:20:42 - INFO - __main__ - val_vi_acc = 0.7100401606425703 04/13/2022 01:20:42 - INFO - __main__ - val_zh_acc = 0.7216867469879518 04/13/2022 01:20:42 - INFO - __main__ - val_avg_acc = 0.71095046854083 04/13/2022 01:20:42 - INFO - __main__ - test_ar_acc = 0.7011976047904191 04/13/2022 01:20:42 - INFO - __main__ - test_bg_acc = 0.7435129740518962 04/13/2022 01:20:42 - INFO - __main__ - test_de_acc = 0.7359281437125749 04/13/2022 01:20:42 - INFO - __main__ - test_el_acc = 0.7277445109780439 04/13/2022 01:20:42 - INFO - __main__ - test_en_acc = 0.8295409181636727 04/13/2022 01:20:42 - INFO - __main__ - test_es_acc = 0.7708582834331338 04/13/2022 01:20:42 - INFO - __main__ - test_fr_acc = 0.7638722554890219 04/13/2022 01:20:42 - INFO - __main__ - test_hi_acc = 0.6528942115768464 04/13/2022 01:20:42 - INFO - __main__ - test_ru_acc = 0.729940119760479 04/13/2022 01:20:42 - INFO - __main__ - test_sw_acc = 0.6588822355289421 04/13/2022 01:20:42 - INFO - __main__ - test_th_acc = 0.6642714570858284 04/13/2022 01:20:42 - INFO - __main__ - test_tr_acc = 0.6842315369261477 04/13/2022 01:20:42 - INFO - __main__ - test_ur_acc = 0.6171656686626746 04/13/2022 01:20:42 - INFO - __main__ - test_vi_acc = 0.7059880239520958 04/13/2022 01:20:42 - INFO - __main__ - test_zh_acc = 0.7115768463073853 04/13/2022 01:20:42 - INFO - __main__ - test_avg_acc = 0.7131736526946109 04/13/2022 01:20:44 - INFO - utils - remove old ckpt: xnli_right_avg_new/ckpt/step-202500-test_avg_acc-0.7131736526946109-val_avg_acc-0.71095046854083 04/13/2022 01:20:44 - INFO - __main__ - ********** Evaluating Done ********** 04/13/2022 01:20:48 - INFO - __main__ - global_steps 202550 loss: 0.22189268 04/13/2022 01:20:53 - INFO - __main__ - global_steps 202600 loss: 0.21332196 04/13/2022 01:20:58 - INFO - __main__ - global_steps 202650 loss: 0.24146177 04/13/2022 01:21:02 - INFO - __main__ - global_steps 202700 loss: 0.18156255 04/13/2022 01:21:07 - INFO - __main__ - global_steps 202750 loss: 0.18303484 04/13/2022 01:21:11 - INFO - __main__ - global_steps 202800 loss: 0.22280238 04/13/2022 01:21:16 - INFO - __main__ - global_steps 202850 loss: 0.26817838 04/13/2022 01:21:21 - INFO - __main__ - global_steps 202900 loss: 0.27283081 04/13/2022 01:21:25 - INFO - __main__ - global_steps 202950 loss: 0.19073004 04/13/2022 01:21:30 - INFO - __main__ - global_steps 203000 loss: 0.22552570 04/13/2022 01:21:34 - INFO - __main__ - global_steps 203050 loss: 0.26235578 04/13/2022 01:21:39 - INFO - __main__ - global_steps 203100 loss: 0.29661539 04/13/2022 01:21:44 - INFO - __main__ - global_steps 203150 loss: 0.26597598 04/13/2022 01:21:48 - INFO - __main__ - global_steps 203200 loss: 0.19797998 04/13/2022 01:21:52 - INFO - __main__ - global_steps 203250 loss: 0.22603919 04/13/2022 01:21:57 - INFO - __main__ - global_steps 203300 loss: 0.20621771 04/13/2022 01:22:01 - INFO - __main__ - global_steps 203350 loss: 0.20440882 04/13/2022 01:22:06 - INFO - __main__ - global_steps 203400 loss: 0.21881055 04/13/2022 01:22:11 - INFO - __main__ - global_steps 203450 loss: 0.19850418 04/13/2022 01:22:15 - INFO - __main__ - global_steps 203500 loss: 0.26443138 04/13/2022 01:22:20 - INFO - __main__ - global_steps 203550 loss: 0.24397451 04/13/2022 01:22:24 - INFO - __main__ - global_steps 203600 loss: 0.24120902 04/13/2022 01:22:29 - INFO - __main__ - global_steps 203650 loss: 0.18929829 04/13/2022 01:22:33 - INFO - __main__ - global_steps 203700 loss: 0.18023085 04/13/2022 01:22:38 - INFO - __main__ - global_steps 203750 loss: 0.28074658 04/13/2022 01:22:43 - INFO - __main__ - global_steps 203800 loss: 0.18856653 04/13/2022 01:22:47 - INFO - __main__ - global_steps 203850 loss: 0.16640182 04/13/2022 01:22:52 - INFO - __main__ - global_steps 203900 loss: 0.21850190 04/13/2022 01:22:57 - INFO - __main__ - global_steps 203950 loss: 0.32128220 04/13/2022 01:23:01 - INFO - __main__ - global_steps 204000 loss: 0.19450758 04/13/2022 01:23:06 - INFO - __main__ - global_steps 204050 loss: 0.19106729 04/13/2022 01:23:10 - INFO - __main__ - global_steps 204100 loss: 0.23642841 04/13/2022 01:23:15 - INFO - __main__ - global_steps 204150 loss: 0.20796688 04/13/2022 01:23:20 - INFO - __main__ - global_steps 204200 loss: 0.19238492 04/13/2022 01:23:24 - INFO - __main__ - global_steps 204250 loss: 0.26642832 04/13/2022 01:23:29 - INFO - __main__ - global_steps 204300 loss: 0.23588153 04/13/2022 01:23:33 - INFO - __main__ - global_steps 204350 loss: 0.23139304 04/13/2022 01:23:38 - INFO - __main__ - global_steps 204400 loss: 0.24029674 04/13/2022 01:23:43 - INFO - __main__ - global_steps 204450 loss: 0.17770444 04/13/2022 01:23:47 - INFO - __main__ - global_steps 204500 loss: 0.22059290 04/13/2022 01:23:52 - INFO - __main__ - global_steps 204550 loss: 0.21613379 04/13/2022 01:23:56 - INFO - __main__ - global_steps 204600 loss: 0.21179789 04/13/2022 01:24:01 - INFO - __main__ - global_steps 204650 loss: 0.23603777 04/13/2022 01:24:05 - INFO - __main__ - global_steps 204700 loss: 0.23298667 04/13/2022 01:24:09 - INFO - __main__ - global_steps 204750 loss: 0.27091266 04/13/2022 01:24:14 - INFO - __main__ - global_steps 204800 loss: 0.21152350 04/13/2022 01:24:19 - INFO - __main__ - global_steps 204850 loss: 0.24129876 04/13/2022 01:24:23 - INFO - __main__ - global_steps 204900 loss: 0.31592044 04/13/2022 01:24:28 - INFO - __main__ - global_steps 204950 loss: 0.24858369 04/13/2022 01:24:32 - INFO - __main__ - global_steps 205000 loss: 0.26894220 04/13/2022 01:24:32 - INFO - __main__ - ********** Running evaluating ********** 04/13/2022 01:24:37 - INFO - __main__ - ########## val_ar_acc 0.6959839357429719 ########## 04/13/2022 01:24:41 - INFO - __main__ - ########## val_bg_acc 0.7329317269076305 ########## 04/13/2022 01:24:46 - INFO - __main__ - ########## val_de_acc 0.7409638554216867 ########## 04/13/2022 01:24:51 - INFO - __main__ - ########## val_el_acc 0.7253012048192771 ########## 04/13/2022 01:24:55 - INFO - __main__ - ########## val_en_acc 0.8236947791164658 ########## 04/13/2022 01:24:59 - INFO - __main__ - ########## val_es_acc 0.7634538152610442 ########## 04/13/2022 01:25:04 - INFO - __main__ - ########## val_fr_acc 0.7590361445783133 ########## 04/13/2022 01:25:09 - INFO - __main__ - ########## val_hi_acc 0.6522088353413654 ########## 04/13/2022 01:25:13 - INFO - __main__ - ########## val_ru_acc 0.7152610441767068 ########## 04/13/2022 01:25:18 - INFO - __main__ - ########## val_sw_acc 0.642570281124498 ########## 04/13/2022 01:25:22 - INFO - __main__ - ########## val_th_acc 0.6759036144578313 ########## 04/13/2022 01:25:26 - INFO - __main__ - ########## val_tr_acc 0.6895582329317269 ########## 04/13/2022 01:25:31 - INFO - __main__ - ########## val_ur_acc 0.6048192771084338 ########## 04/13/2022 01:25:36 - INFO - __main__ - ########## val_vi_acc 0.7124497991967872 ########## 04/13/2022 01:25:40 - INFO - __main__ - ########## val_zh_acc 0.7228915662650602 ########## 04/13/2022 01:25:49 - INFO - __main__ - ########## test_ar_acc 0.7043912175648702 ########## 04/13/2022 01:25:58 - INFO - __main__ - ########## test_bg_acc 0.7473053892215569 ########## 04/13/2022 01:26:07 - INFO - __main__ - ########## test_de_acc 0.7397205588822355 ########## 04/13/2022 01:26:16 - INFO - __main__ - ########## test_el_acc 0.7311377245508982 ########## 04/13/2022 01:26:25 - INFO - __main__ - ########## test_en_acc 0.8333333333333334 ########## 04/13/2022 01:26:35 - INFO - __main__ - ########## test_es_acc 0.7724550898203593 ########## 04/13/2022 01:26:44 - INFO - __main__ - ########## test_fr_acc 0.7678642714570858 ########## 04/13/2022 01:26:54 - INFO - __main__ - ########## test_hi_acc 0.6512974051896208 ########## 04/13/2022 01:27:03 - INFO - __main__ - ########## test_ru_acc 0.730938123752495 ########## 04/13/2022 01:27:12 - INFO - __main__ - ########## test_sw_acc 0.6592814371257485 ########## 04/13/2022 01:27:20 - INFO - __main__ - ########## test_th_acc 0.6702594810379241 ########## 04/13/2022 01:27:28 - INFO - __main__ - ########## test_tr_acc 0.6888223552894212 ########## 04/13/2022 01:27:38 - INFO - __main__ - ########## test_ur_acc 0.6199600798403193 ########## 04/13/2022 01:27:47 - INFO - __main__ - ########## test_vi_acc 0.7075848303393214 ########## 04/13/2022 01:27:56 - INFO - __main__ - ########## test_zh_acc 0.7183632734530938 ########## 04/13/2022 01:27:56 - INFO - __main__ - val_ar_acc = 0.6959839357429719 04/13/2022 01:27:56 - INFO - __main__ - val_bg_acc = 0.7329317269076305 04/13/2022 01:27:56 - INFO - __main__ - val_de_acc = 0.7409638554216867 04/13/2022 01:27:56 - INFO - __main__ - val_el_acc = 0.7253012048192771 04/13/2022 01:27:56 - INFO - __main__ - val_en_acc = 0.8236947791164658 04/13/2022 01:27:56 - INFO - __main__ - val_es_acc = 0.7634538152610442 04/13/2022 01:27:56 - INFO - __main__ - val_fr_acc = 0.7590361445783133 04/13/2022 01:27:56 - INFO - __main__ - val_hi_acc = 0.6522088353413654 04/13/2022 01:27:56 - INFO - __main__ - val_ru_acc = 0.7152610441767068 04/13/2022 01:27:56 - INFO - __main__ - val_sw_acc = 0.642570281124498 04/13/2022 01:27:56 - INFO - __main__ - val_th_acc = 0.6759036144578313 04/13/2022 01:27:56 - INFO - __main__ - val_tr_acc = 0.6895582329317269 04/13/2022 01:27:56 - INFO - __main__ - val_ur_acc = 0.6048192771084338 04/13/2022 01:27:56 - INFO - __main__ - val_vi_acc = 0.7124497991967872 04/13/2022 01:27:56 - INFO - __main__ - val_zh_acc = 0.7228915662650602 04/13/2022 01:27:56 - INFO - __main__ - val_avg_acc = 0.7104685408299865 04/13/2022 01:27:56 - INFO - __main__ - test_ar_acc = 0.7043912175648702 04/13/2022 01:27:56 - INFO - __main__ - test_bg_acc = 0.7473053892215569 04/13/2022 01:27:56 - INFO - __main__ - test_de_acc = 0.7397205588822355 04/13/2022 01:27:56 - INFO - __main__ - test_el_acc = 0.7311377245508982 04/13/2022 01:27:56 - INFO - __main__ - test_en_acc = 0.8333333333333334 04/13/2022 01:27:56 - INFO - __main__ - test_es_acc = 0.7724550898203593 04/13/2022 01:27:56 - INFO - __main__ - test_fr_acc = 0.7678642714570858 04/13/2022 01:27:56 - INFO - __main__ - test_hi_acc = 0.6512974051896208 04/13/2022 01:27:56 - INFO - __main__ - test_ru_acc = 0.730938123752495 04/13/2022 01:27:56 - INFO - __main__ - test_sw_acc = 0.6592814371257485 04/13/2022 01:27:56 - INFO - __main__ - test_th_acc = 0.6702594810379241 04/13/2022 01:27:56 - INFO - __main__ - test_tr_acc = 0.6888223552894212 04/13/2022 01:27:56 - INFO - __main__ - test_ur_acc = 0.6199600798403193 04/13/2022 01:27:56 - INFO - __main__ - test_vi_acc = 0.7075848303393214 04/13/2022 01:27:56 - INFO - __main__ - test_zh_acc = 0.7183632734530938 04/13/2022 01:27:56 - INFO - __main__ - test_avg_acc = 0.7161809713905521 04/13/2022 01:27:57 - INFO - utils - remove old ckpt: xnli_right_avg_new/ckpt/step-205000-test_avg_acc-0.7161809713905521-val_avg_acc-0.7104685408299865 04/13/2022 01:27:57 - INFO - __main__ - ********** Evaluating Done ********** 04/13/2022 01:28:02 - INFO - __main__ - global_steps 205050 loss: 0.23634447 04/13/2022 01:28:07 - INFO - __main__ - global_steps 205100 loss: 0.22042401 04/13/2022 01:28:11 - INFO - __main__ - global_steps 205150 loss: 0.23102679 04/13/2022 01:28:16 - INFO - __main__ - global_steps 205200 loss: 0.22206707 04/13/2022 01:28:21 - INFO - __main__ - global_steps 205250 loss: 0.18551133 04/13/2022 01:28:25 - INFO - __main__ - global_steps 205300 loss: 0.21399851 04/13/2022 01:28:30 - INFO - __main__ - global_steps 205350 loss: 0.21219126 04/13/2022 01:28:34 - INFO - __main__ - global_steps 205400 loss: 0.23336384 04/13/2022 01:28:39 - INFO - __main__ - global_steps 205450 loss: 0.28239525 04/13/2022 01:28:43 - INFO - __main__ - global_steps 205500 loss: 0.26995592 04/13/2022 01:28:48 - INFO - __main__ - global_steps 205550 loss: 0.22794494 04/13/2022 01:28:53 - INFO - __main__ - global_steps 205600 loss: 0.27982301 04/13/2022 01:28:57 - INFO - __main__ - global_steps 205650 loss: 0.21785750 04/13/2022 01:29:02 - INFO - __main__ - global_steps 205700 loss: 0.21467684 04/13/2022 01:29:07 - INFO - __main__ - global_steps 205750 loss: 0.22072361 04/13/2022 01:29:11 - INFO - __main__ - global_steps 205800 loss: 0.27927722 04/13/2022 01:29:16 - INFO - __main__ - global_steps 205850 loss: 0.28128565 04/13/2022 01:29:20 - INFO - __main__ - global_steps 205900 loss: 0.22063460 04/13/2022 01:29:25 - INFO - __main__ - global_steps 205950 loss: 0.27452398 04/13/2022 01:29:30 - INFO - __main__ - global_steps 206000 loss: 0.21791414 04/13/2022 01:29:34 - INFO - __main__ - global_steps 206050 loss: 0.22604180 04/13/2022 01:29:39 - INFO - __main__ - global_steps 206100 loss: 0.26568422 04/13/2022 01:29:43 - INFO - __main__ - global_steps 206150 loss: 0.25678158 04/13/2022 01:29:47 - INFO - __main__ - global_steps 206200 loss: 0.20480534 04/13/2022 01:29:51 - INFO - __main__ - global_steps 206250 loss: 0.22496729 04/13/2022 01:29:56 - INFO - __main__ - global_steps 206300 loss: 0.22213323 04/13/2022 01:30:01 - INFO - __main__ - global_steps 206350 loss: 0.23811373 04/13/2022 01:30:05 - INFO - __main__ - global_steps 206400 loss: 0.25947321 04/13/2022 01:30:10 - INFO - __main__ - global_steps 206450 loss: 0.28787658 04/13/2022 01:30:14 - INFO - __main__ - global_steps 206500 loss: 0.21184915 04/13/2022 01:30:19 - INFO - __main__ - global_steps 206550 loss: 0.19588951 04/13/2022 01:30:24 - INFO - __main__ - global_steps 206600 loss: 0.28551497 04/13/2022 01:30:28 - INFO - __main__ - global_steps 206650 loss: 0.24457125 04/13/2022 01:30:33 - INFO - __main__ - global_steps 206700 loss: 0.27601745 04/13/2022 01:30:37 - INFO - __main__ - global_steps 206750 loss: 0.27379958 04/13/2022 01:30:41 - INFO - __main__ - global_steps 206800 loss: 0.20278294 04/13/2022 01:30:46 - INFO - __main__ - global_steps 206850 loss: 0.18956983 04/13/2022 01:30:50 - INFO - __main__ - global_steps 206900 loss: 0.19722683 04/13/2022 01:30:54 - INFO - __main__ - global_steps 206950 loss: 0.22939313 04/13/2022 01:30:59 - INFO - __main__ - global_steps 207000 loss: 0.18605084 04/13/2022 01:31:03 - INFO - __main__ - global_steps 207050 loss: 0.24224571 04/13/2022 01:31:08 - INFO - __main__ - global_steps 207100 loss: 0.26011691 04/13/2022 01:31:12 - INFO - __main__ - global_steps 207150 loss: 0.25477035 04/13/2022 01:31:16 - INFO - __main__ - global_steps 207200 loss: 0.20543656 04/13/2022 01:31:21 - INFO - __main__ - global_steps 207250 loss: 0.25142032 04/13/2022 01:31:25 - INFO - __main__ - global_steps 207300 loss: 0.28968963 04/13/2022 01:31:30 - INFO - __main__ - global_steps 207350 loss: 0.16331933 04/13/2022 01:31:35 - INFO - __main__ - global_steps 207400 loss: 0.20600455 04/13/2022 01:31:39 - INFO - __main__ - global_steps 207450 loss: 0.23459931 04/13/2022 01:31:44 - INFO - __main__ - global_steps 207500 loss: 0.15191713 04/13/2022 01:31:44 - INFO - __main__ - ********** Running evaluating ********** 04/13/2022 01:31:48 - INFO - __main__ - ########## val_ar_acc 0.6963855421686747 ########## 04/13/2022 01:31:53 - INFO - __main__ - ########## val_bg_acc 0.7317269076305221 ########## 04/13/2022 01:31:57 - INFO - __main__ - ########## val_de_acc 0.7369477911646586 ########## 04/13/2022 01:32:02 - INFO - __main__ - ########## val_el_acc 0.7253012048192771 ########## 04/13/2022 01:32:06 - INFO - __main__ - ########## val_en_acc 0.8301204819277108 ########## 04/13/2022 01:32:11 - INFO - __main__ - ########## val_es_acc 0.763855421686747 ########## 04/13/2022 01:32:16 - INFO - __main__ - ########## val_fr_acc 0.7461847389558233 ########## 04/13/2022 01:32:20 - INFO - __main__ - ########## val_hi_acc 0.6502008032128515 ########## 04/13/2022 01:32:25 - INFO - __main__ - ########## val_ru_acc 0.7120481927710843 ########## 04/13/2022 01:32:29 - INFO - __main__ - ########## val_sw_acc 0.653012048192771 ########## 04/13/2022 01:32:34 - INFO - __main__ - ########## val_th_acc 0.6634538152610442 ########## 04/13/2022 01:32:38 - INFO - __main__ - ########## val_tr_acc 0.6803212851405622 ########## 04/13/2022 01:32:43 - INFO - __main__ - ########## val_ur_acc 0.6032128514056225 ########## 04/13/2022 01:32:47 - INFO - __main__ - ########## val_vi_acc 0.7028112449799196 ########## 04/13/2022 01:32:52 - INFO - __main__ - ########## val_zh_acc 0.7192771084337349 ########## 04/13/2022 01:33:01 - INFO - __main__ - ########## test_ar_acc 0.6998003992015968 ########## 04/13/2022 01:33:10 - INFO - __main__ - ########## test_bg_acc 0.7489021956087825 ########## 04/13/2022 01:33:19 - INFO - __main__ - ########## test_de_acc 0.7341317365269461 ########## 04/13/2022 01:33:28 - INFO - __main__ - ########## test_el_acc 0.7275449101796407 ########## 04/13/2022 01:33:37 - INFO - __main__ - ########## test_en_acc 0.8311377245508982 ########## 04/13/2022 01:33:46 - INFO - __main__ - ########## test_es_acc 0.7688622754491018 ########## 04/13/2022 01:33:55 - INFO - __main__ - ########## test_fr_acc 0.7586826347305389 ########## 04/13/2022 01:34:05 - INFO - __main__ - ########## test_hi_acc 0.6520958083832336 ########## 04/13/2022 01:34:15 - INFO - __main__ - ########## test_ru_acc 0.7243512974051897 ########## 04/13/2022 01:34:23 - INFO - __main__ - ########## test_sw_acc 0.6622754491017964 ########## 04/13/2022 01:34:32 - INFO - __main__ - ########## test_th_acc 0.6622754491017964 ########## 04/13/2022 01:34:41 - INFO - __main__ - ########## test_tr_acc 0.6782435129740519 ########## 04/13/2022 01:34:51 - INFO - __main__ - ########## test_ur_acc 0.6157684630738522 ########## 04/13/2022 01:35:00 - INFO - __main__ - ########## test_vi_acc 0.7065868263473054 ########## 04/13/2022 01:35:09 - INFO - __main__ - ########## test_zh_acc 0.7121756487025949 ########## 04/13/2022 01:35:09 - INFO - __main__ - val_ar_acc = 0.6963855421686747 04/13/2022 01:35:09 - INFO - __main__ - val_bg_acc = 0.7317269076305221 04/13/2022 01:35:09 - INFO - __main__ - val_de_acc = 0.7369477911646586 04/13/2022 01:35:09 - INFO - __main__ - val_el_acc = 0.7253012048192771 04/13/2022 01:35:09 - INFO - __main__ - val_en_acc = 0.8301204819277108 04/13/2022 01:35:09 - INFO - __main__ - val_es_acc = 0.763855421686747 04/13/2022 01:35:09 - INFO - __main__ - val_fr_acc = 0.7461847389558233 04/13/2022 01:35:09 - INFO - __main__ - val_hi_acc = 0.6502008032128515 04/13/2022 01:35:09 - INFO - __main__ - val_ru_acc = 0.7120481927710843 04/13/2022 01:35:09 - INFO - __main__ - val_sw_acc = 0.653012048192771 04/13/2022 01:35:09 - INFO - __main__ - val_th_acc = 0.6634538152610442 04/13/2022 01:35:09 - INFO - __main__ - val_tr_acc = 0.6803212851405622 04/13/2022 01:35:09 - INFO - __main__ - val_ur_acc = 0.6032128514056225 04/13/2022 01:35:09 - INFO - __main__ - val_vi_acc = 0.7028112449799196 04/13/2022 01:35:09 - INFO - __main__ - val_zh_acc = 0.7192771084337349 04/13/2022 01:35:09 - INFO - __main__ - val_avg_acc = 0.707657295850067 04/13/2022 01:35:09 - INFO - __main__ - test_ar_acc = 0.6998003992015968 04/13/2022 01:35:09 - INFO - __main__ - test_bg_acc = 0.7489021956087825 04/13/2022 01:35:09 - INFO - __main__ - test_de_acc = 0.7341317365269461 04/13/2022 01:35:09 - INFO - __main__ - test_el_acc = 0.7275449101796407 04/13/2022 01:35:09 - INFO - __main__ - test_en_acc = 0.8311377245508982 04/13/2022 01:35:09 - INFO - __main__ - test_es_acc = 0.7688622754491018 04/13/2022 01:35:09 - INFO - __main__ - test_fr_acc = 0.7586826347305389 04/13/2022 01:35:09 - INFO - __main__ - test_hi_acc = 0.6520958083832336 04/13/2022 01:35:09 - INFO - __main__ - test_ru_acc = 0.7243512974051897 04/13/2022 01:35:09 - INFO - __main__ - test_sw_acc = 0.6622754491017964 04/13/2022 01:35:09 - INFO - __main__ - test_th_acc = 0.6622754491017964 04/13/2022 01:35:09 - INFO - __main__ - test_tr_acc = 0.6782435129740519 04/13/2022 01:35:09 - INFO - __main__ - test_ur_acc = 0.6157684630738522 04/13/2022 01:35:09 - INFO - __main__ - test_vi_acc = 0.7065868263473054 04/13/2022 01:35:09 - INFO - __main__ - test_zh_acc = 0.7121756487025949 04/13/2022 01:35:09 - INFO - __main__ - test_avg_acc = 0.7121889554224884 04/13/2022 01:35:10 - INFO - utils - remove old ckpt: xnli_right_avg_new/ckpt/step-207500-test_avg_acc-0.7121889554224884-val_avg_acc-0.707657295850067 04/13/2022 01:35:10 - INFO - __main__ - ********** Evaluating Done ********** 04/13/2022 01:35:15 - INFO - __main__ - global_steps 207550 loss: 0.28749337 04/13/2022 01:35:19 - INFO - __main__ - global_steps 207600 loss: 0.20752996 04/13/2022 01:35:24 - INFO - __main__ - global_steps 207650 loss: 0.19184388 04/13/2022 01:35:29 - INFO - __main__ - global_steps 207700 loss: 0.23301406 04/13/2022 01:35:33 - INFO - __main__ - global_steps 207750 loss: 0.28776093 04/13/2022 01:35:38 - INFO - __main__ - global_steps 207800 loss: 0.19831798 04/13/2022 01:35:42 - INFO - __main__ - global_steps 207850 loss: 0.22168029 04/13/2022 01:35:47 - INFO - __main__ - global_steps 207900 loss: 0.25157613 04/13/2022 01:35:51 - INFO - __main__ - global_steps 207950 loss: 0.24145108 04/13/2022 01:35:56 - INFO - __main__ - global_steps 208000 loss: 0.21285627 04/13/2022 01:36:01 - INFO - __main__ - global_steps 208050 loss: 0.21974536 04/13/2022 01:36:05 - INFO - __main__ - global_steps 208100 loss: 0.20358886 04/13/2022 01:36:10 - INFO - __main__ - global_steps 208150 loss: 0.21962747 04/13/2022 01:36:14 - INFO - __main__ - global_steps 208200 loss: 0.21420373 04/13/2022 01:36:19 - INFO - __main__ - global_steps 208250 loss: 0.18232726 04/13/2022 01:36:24 - INFO - __main__ - global_steps 208300 loss: 0.24045470 04/13/2022 01:36:28 - INFO - __main__ - global_steps 208350 loss: 0.21089743 04/13/2022 01:36:33 - INFO - __main__ - global_steps 208400 loss: 0.27442952 04/13/2022 01:36:37 - INFO - __main__ - global_steps 208450 loss: 0.24800293 04/13/2022 01:36:42 - INFO - __main__ - global_steps 208500 loss: 0.20119729 04/13/2022 01:36:46 - INFO - __main__ - global_steps 208550 loss: 0.18092408 04/13/2022 01:36:51 - INFO - __main__ - global_steps 208600 loss: 0.25580496 04/13/2022 01:36:56 - INFO - __main__ - global_steps 208650 loss: 0.24415049 04/13/2022 01:37:00 - INFO - __main__ - global_steps 208700 loss: 0.21455237 04/13/2022 01:37:05 - INFO - __main__ - global_steps 208750 loss: 0.21331262 04/13/2022 01:37:09 - INFO - __main__ - global_steps 208800 loss: 0.27206831 04/13/2022 01:37:14 - INFO - __main__ - global_steps 208850 loss: 0.28064055 04/13/2022 01:37:19 - INFO - __main__ - global_steps 208900 loss: 0.25295391 04/13/2022 01:37:23 - INFO - __main__ - global_steps 208950 loss: 0.20416253 04/13/2022 01:37:28 - INFO - __main__ - global_steps 209000 loss: 0.21257623 04/13/2022 01:37:32 - INFO - __main__ - global_steps 209050 loss: 0.15842419 04/13/2022 01:37:37 - INFO - __main__ - global_steps 209100 loss: 0.23584968 04/13/2022 01:37:42 - INFO - __main__ - global_steps 209150 loss: 0.18745088 04/13/2022 01:37:46 - INFO - __main__ - global_steps 209200 loss: 0.20695975 04/13/2022 01:37:51 - INFO - __main__ - global_steps 209250 loss: 0.18530147 04/13/2022 01:37:55 - INFO - __main__ - global_steps 209300 loss: 0.21894140 04/13/2022 01:38:00 - INFO - __main__ - global_steps 209350 loss: 0.21590290 04/13/2022 01:38:05 - INFO - __main__ - global_steps 209400 loss: 0.25482627 04/13/2022 01:38:09 - INFO - __main__ - global_steps 209450 loss: 0.24389097 04/13/2022 01:38:14 - INFO - __main__ - global_steps 209500 loss: 0.24413878 04/13/2022 01:38:18 - INFO - __main__ - global_steps 209550 loss: 0.27371630 04/13/2022 01:38:23 - INFO - __main__ - global_steps 209600 loss: 0.25669826 04/13/2022 01:38:28 - INFO - __main__ - global_steps 209650 loss: 0.28088655 04/13/2022 01:38:32 - INFO - __main__ - global_steps 209700 loss: 0.17769519 04/13/2022 01:38:37 - INFO - __main__ - global_steps 209750 loss: 0.27246011 04/13/2022 01:38:41 - INFO - __main__ - global_steps 209800 loss: 0.22725440 04/13/2022 01:38:46 - INFO - __main__ - global_steps 209850 loss: 0.24143956 04/13/2022 01:38:51 - INFO - __main__ - global_steps 209900 loss: 0.17039316 04/13/2022 01:38:55 - INFO - __main__ - global_steps 209950 loss: 0.31473063 04/13/2022 01:39:00 - INFO - __main__ - global_steps 210000 loss: 0.20932509 04/13/2022 01:39:00 - INFO - __main__ - ********** Running evaluating ********** 04/13/2022 01:39:04 - INFO - __main__ - ########## val_ar_acc 0.6987951807228916 ########## 04/13/2022 01:39:09 - INFO - __main__ - ########## val_bg_acc 0.7333333333333333 ########## 04/13/2022 01:39:13 - INFO - __main__ - ########## val_de_acc 0.7497991967871486 ########## 04/13/2022 01:39:18 - INFO - __main__ - ########## val_el_acc 0.7321285140562249 ########## 04/13/2022 01:39:22 - INFO - __main__ - ########## val_en_acc 0.8337349397590361 ########## 04/13/2022 01:39:26 - INFO - __main__ - ########## val_es_acc 0.7807228915662651 ########## 04/13/2022 01:39:31 - INFO - __main__ - ########## val_fr_acc 0.7614457831325301 ########## 04/13/2022 01:39:36 - INFO - __main__ - ########## val_hi_acc 0.6630522088353413 ########## 04/13/2022 01:39:41 - INFO - __main__ - ########## val_ru_acc 0.721285140562249 ########## 04/13/2022 01:39:45 - INFO - __main__ - ########## val_sw_acc 0.6449799196787148 ########## 04/13/2022 01:39:49 - INFO - __main__ - ########## val_th_acc 0.6775100401606425 ########## 04/13/2022 01:39:54 - INFO - __main__ - ########## val_tr_acc 0.697991967871486 ########## 04/13/2022 01:39:58 - INFO - __main__ - ########## val_ur_acc 0.61285140562249 ########## 04/13/2022 01:40:03 - INFO - __main__ - ########## val_vi_acc 0.7200803212851405 ########## 04/13/2022 01:40:07 - INFO - __main__ - ########## val_zh_acc 0.7289156626506024 ########## 04/13/2022 01:40:16 - INFO - __main__ - ########## test_ar_acc 0.6978043912175649 ########## 04/13/2022 01:40:25 - INFO - __main__ - ########## test_bg_acc 0.7514970059880239 ########## 04/13/2022 01:40:35 - INFO - __main__ - ########## test_de_acc 0.7526946107784431 ########## 04/13/2022 01:40:44 - INFO - __main__ - ########## test_el_acc 0.7377245508982035 ########## 04/13/2022 01:40:53 - INFO - __main__ - ########## test_en_acc 0.834131736526946 ########## 04/13/2022 01:41:02 - INFO - __main__ - ########## test_es_acc 0.7812375249500998 ########## 04/13/2022 01:41:11 - INFO - __main__ - ########## test_fr_acc 0.7778443113772455 ########## 04/13/2022 01:41:21 - INFO - __main__ - ########## test_hi_acc 0.6600798403193613 ########## 04/13/2022 01:41:30 - INFO - __main__ - ########## test_ru_acc 0.7351297405189621 ########## 04/13/2022 01:41:39 - INFO - __main__ - ########## test_sw_acc 0.6616766467065869 ########## 04/13/2022 01:41:48 - INFO - __main__ - ########## test_th_acc 0.6820359281437126 ########## 04/13/2022 01:41:56 - INFO - __main__ - ########## test_tr_acc 0.6908183632734531 ########## 04/13/2022 01:42:06 - INFO - __main__ - ########## test_ur_acc 0.6241516966067864 ########## 04/13/2022 01:42:15 - INFO - __main__ - ########## test_vi_acc 0.7243512974051897 ########## 04/13/2022 01:42:24 - INFO - __main__ - ########## test_zh_acc 0.7227544910179641 ########## 04/13/2022 01:42:24 - INFO - __main__ - val_ar_acc = 0.6987951807228916 04/13/2022 01:42:24 - INFO - __main__ - val_bg_acc = 0.7333333333333333 04/13/2022 01:42:24 - INFO - __main__ - val_de_acc = 0.7497991967871486 04/13/2022 01:42:24 - INFO - __main__ - val_el_acc = 0.7321285140562249 04/13/2022 01:42:24 - INFO - __main__ - val_en_acc = 0.8337349397590361 04/13/2022 01:42:24 - INFO - __main__ - val_es_acc = 0.7807228915662651 04/13/2022 01:42:24 - INFO - __main__ - val_fr_acc = 0.7614457831325301 04/13/2022 01:42:24 - INFO - __main__ - val_hi_acc = 0.6630522088353413 04/13/2022 01:42:24 - INFO - __main__ - val_ru_acc = 0.721285140562249 04/13/2022 01:42:24 - INFO - __main__ - val_sw_acc = 0.6449799196787148 04/13/2022 01:42:24 - INFO - __main__ - val_th_acc = 0.6775100401606425 04/13/2022 01:42:24 - INFO - __main__ - val_tr_acc = 0.697991967871486 04/13/2022 01:42:24 - INFO - __main__ - val_ur_acc = 0.61285140562249 04/13/2022 01:42:24 - INFO - __main__ - val_vi_acc = 0.7200803212851405 04/13/2022 01:42:24 - INFO - __main__ - val_zh_acc = 0.7289156626506024 04/13/2022 01:42:24 - INFO - __main__ - val_avg_acc = 0.7171084337349396 04/13/2022 01:42:24 - INFO - __main__ - test_ar_acc = 0.6978043912175649 04/13/2022 01:42:24 - INFO - __main__ - test_bg_acc = 0.7514970059880239 04/13/2022 01:42:24 - INFO - __main__ - test_de_acc = 0.7526946107784431 04/13/2022 01:42:24 - INFO - __main__ - test_el_acc = 0.7377245508982035 04/13/2022 01:42:24 - INFO - __main__ - test_en_acc = 0.834131736526946 04/13/2022 01:42:24 - INFO - __main__ - test_es_acc = 0.7812375249500998 04/13/2022 01:42:24 - INFO - __main__ - test_fr_acc = 0.7778443113772455 04/13/2022 01:42:24 - INFO - __main__ - test_hi_acc = 0.6600798403193613 04/13/2022 01:42:24 - INFO - __main__ - test_ru_acc = 0.7351297405189621 04/13/2022 01:42:24 - INFO - __main__ - test_sw_acc = 0.6616766467065869 04/13/2022 01:42:24 - INFO - __main__ - test_th_acc = 0.6820359281437126 04/13/2022 01:42:24 - INFO - __main__ - test_tr_acc = 0.6908183632734531 04/13/2022 01:42:24 - INFO - __main__ - test_ur_acc = 0.6241516966067864 04/13/2022 01:42:24 - INFO - __main__ - test_vi_acc = 0.7243512974051897 04/13/2022 01:42:24 - INFO - __main__ - test_zh_acc = 0.7227544910179641 04/13/2022 01:42:24 - INFO - __main__ - test_avg_acc = 0.7222621423819028 04/13/2022 01:42:25 - INFO - utils - remove old ckpt: xnli_right_avg_new/ckpt/step-210000-test_avg_acc-0.7222621423819028-val_avg_acc-0.7171084337349396 04/13/2022 01:42:25 - INFO - __main__ - ********** Evaluating Done ********** 04/13/2022 01:42:30 - INFO - __main__ - global_steps 210050 loss: 0.18500238 04/13/2022 01:42:35 - INFO - __main__ - global_steps 210100 loss: 0.22286332 04/13/2022 01:42:39 - INFO - __main__ - global_steps 210150 loss: 0.23096721 04/13/2022 01:42:44 - INFO - __main__ - global_steps 210200 loss: 0.25254393 04/13/2022 01:42:49 - INFO - __main__ - global_steps 210250 loss: 0.21121828 04/13/2022 01:42:53 - INFO - __main__ - global_steps 210300 loss: 0.22676813 04/13/2022 01:42:57 - INFO - __main__ - global_steps 210350 loss: 0.23154167 04/13/2022 01:43:02 - INFO - __main__ - global_steps 210400 loss: 0.20189430 04/13/2022 01:43:07 - INFO - __main__ - global_steps 210450 loss: 0.18613912 04/13/2022 01:43:11 - INFO - __main__ - global_steps 210500 loss: 0.22952558 04/13/2022 01:43:16 - INFO - __main__ - global_steps 210550 loss: 0.23294998 04/13/2022 01:43:20 - INFO - __main__ - global_steps 210600 loss: 0.23249884 04/13/2022 01:43:25 - INFO - __main__ - global_steps 210650 loss: 0.23231902 04/13/2022 01:43:30 - INFO - __main__ - global_steps 210700 loss: 0.18391125 04/13/2022 01:43:34 - INFO - __main__ - global_steps 210750 loss: 0.22377649 04/13/2022 01:43:39 - INFO - __main__ - global_steps 210800 loss: 0.22922918 04/13/2022 01:43:44 - INFO - __main__ - global_steps 210850 loss: 0.23355994 04/13/2022 01:43:48 - INFO - __main__ - global_steps 210900 loss: 0.25386141 04/13/2022 01:43:53 - INFO - __main__ - global_steps 210950 loss: 0.21489352 04/13/2022 01:43:57 - INFO - __main__ - global_steps 211000 loss: 0.31183105 04/13/2022 01:44:02 - INFO - __main__ - global_steps 211050 loss: 0.20227636 04/13/2022 01:44:07 - INFO - __main__ - global_steps 211100 loss: 0.26844446 04/13/2022 01:44:11 - INFO - __main__ - global_steps 211150 loss: 0.19742791 04/13/2022 01:44:16 - INFO - __main__ - global_steps 211200 loss: 0.19478388 04/13/2022 01:44:20 - INFO - __main__ - global_steps 211250 loss: 0.29282302 04/13/2022 01:44:25 - INFO - __main__ - global_steps 211300 loss: 0.18484746 04/13/2022 01:44:30 - INFO - __main__ - global_steps 211350 loss: 0.21325106 04/13/2022 01:44:34 - INFO - __main__ - global_steps 211400 loss: 0.22481040 04/13/2022 01:44:39 - INFO - __main__ - global_steps 211450 loss: 0.21326082 04/13/2022 01:44:43 - INFO - __main__ - global_steps 211500 loss: 0.28237506 04/13/2022 01:44:48 - INFO - __main__ - global_steps 211550 loss: 0.19807087 04/13/2022 01:44:53 - INFO - __main__ - global_steps 211600 loss: 0.19599716 04/13/2022 01:44:57 - INFO - __main__ - global_steps 211650 loss: 0.19514639 04/13/2022 01:45:02 - INFO - __main__ - global_steps 211700 loss: 0.21405748 04/13/2022 01:45:07 - INFO - __main__ - global_steps 211750 loss: 0.23680613 04/13/2022 01:45:11 - INFO - __main__ - global_steps 211800 loss: 0.27984006 04/13/2022 01:45:16 - INFO - __main__ - global_steps 211850 loss: 0.18658531 04/13/2022 01:45:20 - INFO - __main__ - global_steps 211900 loss: 0.24843541 04/13/2022 01:45:25 - INFO - __main__ - global_steps 211950 loss: 0.23439136 04/13/2022 01:45:30 - INFO - __main__ - global_steps 212000 loss: 0.20604105 04/13/2022 01:45:34 - INFO - __main__ - global_steps 212050 loss: 0.20707873 04/13/2022 01:45:39 - INFO - __main__ - global_steps 212100 loss: 0.21495363 04/13/2022 01:45:43 - INFO - __main__ - global_steps 212150 loss: 0.31485352 04/13/2022 01:45:48 - INFO - __main__ - global_steps 212200 loss: 0.23466181 04/13/2022 01:45:52 - INFO - __main__ - global_steps 212250 loss: 0.24330350 04/13/2022 01:45:57 - INFO - __main__ - global_steps 212300 loss: 0.23512211 04/13/2022 01:46:01 - INFO - __main__ - global_steps 212350 loss: 0.19164484 04/13/2022 01:46:06 - INFO - __main__ - global_steps 212400 loss: 0.18506563 04/13/2022 01:46:11 - INFO - __main__ - global_steps 212450 loss: 0.24079188 04/13/2022 01:46:15 - INFO - __main__ - global_steps 212500 loss: 0.20176694 04/13/2022 01:46:15 - INFO - __main__ - ********** Running evaluating ********** 04/13/2022 01:46:19 - INFO - __main__ - ########## val_ar_acc 0.7180722891566265 ########## 04/13/2022 01:46:24 - INFO - __main__ - ########## val_bg_acc 0.7578313253012048 ########## 04/13/2022 01:46:28 - INFO - __main__ - ########## val_de_acc 0.7714859437751004 ########## 04/13/2022 01:46:32 - INFO - __main__ - ########## val_el_acc 0.7634538152610442 ########## 04/13/2022 01:46:36 - INFO - __main__ - ########## val_en_acc 0.8417670682730923 ########## 04/13/2022 01:46:41 - INFO - __main__ - ########## val_es_acc 0.7931726907630522 ########## 04/13/2022 01:46:45 - INFO - __main__ - ########## val_fr_acc 0.7742971887550201 ########## 04/13/2022 01:46:50 - INFO - __main__ - ########## val_hi_acc 0.6971887550200804 ########## 04/13/2022 01:46:54 - INFO - __main__ - ########## val_ru_acc 0.7389558232931727 ########## 04/13/2022 01:46:58 - INFO - __main__ - ########## val_sw_acc 0.6755020080321286 ########## 04/13/2022 01:47:02 - INFO - __main__ - ########## val_th_acc 0.7136546184738956 ########## 04/13/2022 01:47:07 - INFO - __main__ - ########## val_tr_acc 0.7128514056224899 ########## 04/13/2022 01:47:11 - INFO - __main__ - ########## val_ur_acc 0.6409638554216868 ########## 04/13/2022 01:47:16 - INFO - __main__ - ########## val_vi_acc 0.7449799196787149 ########## 04/13/2022 01:47:20 - INFO - __main__ - ########## val_zh_acc 0.7538152610441767 ########## 04/13/2022 01:47:29 - INFO - __main__ - ########## test_ar_acc 0.7341317365269461 ########## 04/13/2022 01:47:39 - INFO - __main__ - ########## test_bg_acc 0.7720558882235529 ########## 04/13/2022 01:47:48 - INFO - __main__ - ########## test_de_acc 0.7692614770459082 ########## 04/13/2022 01:47:57 - INFO - __main__ - ########## test_el_acc 0.7648702594810379 ########## 04/13/2022 01:48:06 - INFO - __main__ - ########## test_en_acc 0.8510978043912175 ########## 04/13/2022 01:48:15 - INFO - __main__ - ########## test_es_acc 0.7994011976047904 ########## 04/13/2022 01:48:24 - INFO - __main__ - ########## test_fr_acc 0.7900199600798403 ########## 04/13/2022 01:48:34 - INFO - __main__ - ########## test_hi_acc 0.689620758483034 ########## 04/13/2022 01:48:43 - INFO - __main__ - ########## test_ru_acc 0.7582834331337326 ########## 04/13/2022 01:48:52 - INFO - __main__ - ########## test_sw_acc 0.6888223552894212 ########## 04/13/2022 01:49:01 - INFO - __main__ - ########## test_th_acc 0.7119760479041917 ########## 04/13/2022 01:49:10 - INFO - __main__ - ########## test_tr_acc 0.7179640718562874 ########## 04/13/2022 01:49:19 - INFO - __main__ - ########## test_ur_acc 0.6530938123752495 ########## 04/13/2022 01:49:28 - INFO - __main__ - ########## test_vi_acc 0.7449101796407186 ########## 04/13/2022 01:49:37 - INFO - __main__ - ########## test_zh_acc 0.7467065868263473 ########## 04/13/2022 01:49:37 - INFO - __main__ - val_ar_acc = 0.7180722891566265 04/13/2022 01:49:37 - INFO - __main__ - val_bg_acc = 0.7578313253012048 04/13/2022 01:49:37 - INFO - __main__ - val_de_acc = 0.7714859437751004 04/13/2022 01:49:37 - INFO - __main__ - val_el_acc = 0.7634538152610442 04/13/2022 01:49:37 - INFO - __main__ - val_en_acc = 0.8417670682730923 04/13/2022 01:49:37 - INFO - __main__ - val_es_acc = 0.7931726907630522 04/13/2022 01:49:37 - INFO - __main__ - val_fr_acc = 0.7742971887550201 04/13/2022 01:49:37 - INFO - __main__ - val_hi_acc = 0.6971887550200804 04/13/2022 01:49:37 - INFO - __main__ - val_ru_acc = 0.7389558232931727 04/13/2022 01:49:37 - INFO - __main__ - val_sw_acc = 0.6755020080321286 04/13/2022 01:49:37 - INFO - __main__ - val_th_acc = 0.7136546184738956 04/13/2022 01:49:37 - INFO - __main__ - val_tr_acc = 0.7128514056224899 04/13/2022 01:49:37 - INFO - __main__ - val_ur_acc = 0.6409638554216868 04/13/2022 01:49:37 - INFO - __main__ - val_vi_acc = 0.7449799196787149 04/13/2022 01:49:37 - INFO - __main__ - val_zh_acc = 0.7538152610441767 04/13/2022 01:49:37 - INFO - __main__ - val_avg_acc = 0.7398661311914323 04/13/2022 01:49:37 - INFO - __main__ - test_ar_acc = 0.7341317365269461 04/13/2022 01:49:37 - INFO - __main__ - test_bg_acc = 0.7720558882235529 04/13/2022 01:49:37 - INFO - __main__ - test_de_acc = 0.7692614770459082 04/13/2022 01:49:37 - INFO - __main__ - test_el_acc = 0.7648702594810379 04/13/2022 01:49:37 - INFO - __main__ - test_en_acc = 0.8510978043912175 04/13/2022 01:49:37 - INFO - __main__ - test_es_acc = 0.7994011976047904 04/13/2022 01:49:37 - INFO - __main__ - test_fr_acc = 0.7900199600798403 04/13/2022 01:49:37 - INFO - __main__ - test_hi_acc = 0.689620758483034 04/13/2022 01:49:37 - INFO - __main__ - test_ru_acc = 0.7582834331337326 04/13/2022 01:49:37 - INFO - __main__ - test_sw_acc = 0.6888223552894212 04/13/2022 01:49:37 - INFO - __main__ - test_th_acc = 0.7119760479041917 04/13/2022 01:49:37 - INFO - __main__ - test_tr_acc = 0.7179640718562874 04/13/2022 01:49:37 - INFO - __main__ - test_ur_acc = 0.6530938123752495 04/13/2022 01:49:37 - INFO - __main__ - test_vi_acc = 0.7449101796407186 04/13/2022 01:49:37 - INFO - __main__ - test_zh_acc = 0.7467065868263473 04/13/2022 01:49:37 - INFO - __main__ - test_avg_acc = 0.7461477045908184 04/13/2022 01:49:38 - INFO - utils - remove old ckpt: xnli_right_avg_new/ckpt/step-177500-test_avg_acc-0.7383632734530937-val_avg_acc-0.7313520749665327 04/13/2022 01:49:38 - INFO - __main__ - ********** Evaluating Done ********** 04/13/2022 01:49:43 - INFO - __main__ - global_steps 212550 loss: 0.20765441 04/13/2022 01:49:48 - INFO - __main__ - global_steps 212600 loss: 0.20392637 04/13/2022 01:49:52 - INFO - __main__ - global_steps 212650 loss: 0.23909711 04/13/2022 01:49:57 - INFO - __main__ - global_steps 212700 loss: 0.21243209 04/13/2022 01:50:02 - INFO - __main__ - global_steps 212750 loss: 0.20321697 04/13/2022 01:50:06 - INFO - __main__ - global_steps 212800 loss: 0.22537164 04/13/2022 01:50:11 - INFO - __main__ - global_steps 212850 loss: 0.23945381 04/13/2022 01:50:16 - INFO - __main__ - global_steps 212900 loss: 0.16661064 04/13/2022 01:50:20 - INFO - __main__ - global_steps 212950 loss: 0.21838486 04/13/2022 01:50:25 - INFO - __main__ - global_steps 213000 loss: 0.19552599 04/13/2022 01:50:29 - INFO - __main__ - global_steps 213050 loss: 0.20563791 04/13/2022 01:50:34 - INFO - __main__ - global_steps 213100 loss: 0.26008526 04/13/2022 01:50:39 - INFO - __main__ - global_steps 213150 loss: 0.21706452 04/13/2022 01:50:43 - INFO - __main__ - global_steps 213200 loss: 0.29850804 04/13/2022 01:50:48 - INFO - __main__ - global_steps 213250 loss: 0.23016149 04/13/2022 01:50:52 - INFO - __main__ - global_steps 213300 loss: 0.23050803 04/13/2022 01:50:57 - INFO - __main__ - global_steps 213350 loss: 0.21622435 04/13/2022 01:51:02 - INFO - __main__ - global_steps 213400 loss: 0.19431365 04/13/2022 01:51:06 - INFO - __main__ - global_steps 213450 loss: 0.23935115 04/13/2022 01:51:11 - INFO - __main__ - global_steps 213500 loss: 0.25893918 04/13/2022 01:51:15 - INFO - __main__ - global_steps 213550 loss: 0.24240872 04/13/2022 01:51:20 - INFO - __main__ - global_steps 213600 loss: 0.16726066 04/13/2022 01:51:24 - INFO - __main__ - global_steps 213650 loss: 0.22477247 04/13/2022 01:51:29 - INFO - __main__ - global_steps 213700 loss: 0.19558155 04/13/2022 01:51:34 - INFO - __main__ - global_steps 213750 loss: 0.16586193 04/13/2022 01:51:38 - INFO - __main__ - global_steps 213800 loss: 0.27009930 04/13/2022 01:51:43 - INFO - __main__ - global_steps 213850 loss: 0.21867331 04/13/2022 01:51:48 - INFO - __main__ - global_steps 213900 loss: 0.22802738 04/13/2022 01:51:52 - INFO - __main__ - global_steps 213950 loss: 0.26178095 04/13/2022 01:51:57 - INFO - __main__ - global_steps 214000 loss: 0.19740064 04/13/2022 01:52:01 - INFO - __main__ - global_steps 214050 loss: 0.20771949 04/13/2022 01:52:06 - INFO - __main__ - global_steps 214100 loss: 0.22397955 04/13/2022 01:52:11 - INFO - __main__ - global_steps 214150 loss: 0.25714869 04/13/2022 01:52:15 - INFO - __main__ - global_steps 214200 loss: 0.20251607 04/13/2022 01:52:20 - INFO - __main__ - global_steps 214250 loss: 0.28128380 04/13/2022 01:52:24 - INFO - __main__ - global_steps 214300 loss: 0.27290607 04/13/2022 01:52:29 - INFO - __main__ - global_steps 214350 loss: 0.21854659 04/13/2022 01:52:34 - INFO - __main__ - global_steps 214400 loss: 0.23888881 04/13/2022 01:52:38 - INFO - __main__ - global_steps 214450 loss: 0.20757646 04/13/2022 01:52:43 - INFO - __main__ - global_steps 214500 loss: 0.26191244 04/13/2022 01:52:47 - INFO - __main__ - global_steps 214550 loss: 0.22068234 04/13/2022 01:52:52 - INFO - __main__ - global_steps 214600 loss: 0.22865711 04/13/2022 01:52:57 - INFO - __main__ - global_steps 214650 loss: 0.19172663 04/13/2022 01:53:01 - INFO - __main__ - global_steps 214700 loss: 0.20832979 04/13/2022 01:53:06 - INFO - __main__ - global_steps 214750 loss: 0.23842900 04/13/2022 01:53:10 - INFO - __main__ - global_steps 214800 loss: 0.17220571 04/13/2022 01:53:15 - INFO - __main__ - global_steps 214850 loss: 0.16843277 04/13/2022 01:53:20 - INFO - __main__ - global_steps 214900 loss: 0.22105925 04/13/2022 01:53:24 - INFO - __main__ - global_steps 214950 loss: 0.19147299 04/13/2022 01:53:29 - INFO - __main__ - global_steps 215000 loss: 0.23553307 04/13/2022 01:53:29 - INFO - __main__ - ********** Running evaluating ********** 04/13/2022 01:53:33 - INFO - __main__ - ########## val_ar_acc 0.7016064257028113 ########## 04/13/2022 01:53:38 - INFO - __main__ - ########## val_bg_acc 0.7349397590361446 ########## 04/13/2022 01:53:42 - INFO - __main__ - ########## val_de_acc 0.7481927710843373 ########## 04/13/2022 01:53:47 - INFO - __main__ - ########## val_el_acc 0.7325301204819277 ########## 04/13/2022 01:53:51 - INFO - __main__ - ########## val_en_acc 0.8353413654618473 ########## 04/13/2022 01:53:56 - INFO - __main__ - ########## val_es_acc 0.7775100401606426 ########## 04/13/2022 01:54:00 - INFO - __main__ - ########## val_fr_acc 0.765863453815261 ########## 04/13/2022 01:54:05 - INFO - __main__ - ########## val_hi_acc 0.6614457831325301 ########## 04/13/2022 01:54:10 - INFO - __main__ - ########## val_ru_acc 0.7200803212851405 ########## 04/13/2022 01:54:14 - INFO - __main__ - ########## val_sw_acc 0.6493975903614457 ########## 04/13/2022 01:54:19 - INFO - __main__ - ########## val_th_acc 0.6755020080321286 ########## 04/13/2022 01:54:23 - INFO - __main__ - ########## val_tr_acc 0.6943775100401607 ########## 04/13/2022 01:54:28 - INFO - __main__ - ########## val_ur_acc 0.6156626506024097 ########## 04/13/2022 01:54:32 - INFO - __main__ - ########## val_vi_acc 0.7204819277108434 ########## 04/13/2022 01:54:37 - INFO - __main__ - ########## val_zh_acc 0.7220883534136546 ########## 04/13/2022 01:54:46 - INFO - __main__ - ########## test_ar_acc 0.7125748502994012 ########## 04/13/2022 01:54:55 - INFO - __main__ - ########## test_bg_acc 0.7485029940119761 ########## 04/13/2022 01:55:04 - INFO - __main__ - ########## test_de_acc 0.7489021956087825 ########## 04/13/2022 01:55:14 - INFO - __main__ - ########## test_el_acc 0.7357285429141717 ########## 04/13/2022 01:55:23 - INFO - __main__ - ########## test_en_acc 0.8345309381237525 ########## 04/13/2022 01:55:31 - INFO - __main__ - ########## test_es_acc 0.7752495009980039 ########## 04/13/2022 01:55:40 - INFO - __main__ - ########## test_fr_acc 0.770059880239521 ########## 04/13/2022 01:55:50 - INFO - __main__ - ########## test_hi_acc 0.6604790419161677 ########## 04/13/2022 01:56:00 - INFO - __main__ - ########## test_ru_acc 0.7337325349301397 ########## 04/13/2022 01:56:08 - INFO - __main__ - ########## test_sw_acc 0.6730538922155689 ########## 04/13/2022 01:56:17 - INFO - __main__ - ########## test_th_acc 0.6746506986027944 ########## 04/13/2022 01:56:26 - INFO - __main__ - ########## test_tr_acc 0.691816367265469 ########## 04/13/2022 01:56:36 - INFO - __main__ - ########## test_ur_acc 0.6273453093812376 ########## 04/13/2022 01:56:45 - INFO - __main__ - ########## test_vi_acc 0.7193612774451098 ########## 04/13/2022 01:56:54 - INFO - __main__ - ########## test_zh_acc 0.7247504990019961 ########## 04/13/2022 01:56:54 - INFO - __main__ - val_ar_acc = 0.7016064257028113 04/13/2022 01:56:54 - INFO - __main__ - val_bg_acc = 0.7349397590361446 04/13/2022 01:56:54 - INFO - __main__ - val_de_acc = 0.7481927710843373 04/13/2022 01:56:54 - INFO - __main__ - val_el_acc = 0.7325301204819277 04/13/2022 01:56:54 - INFO - __main__ - val_en_acc = 0.8353413654618473 04/13/2022 01:56:54 - INFO - __main__ - val_es_acc = 0.7775100401606426 04/13/2022 01:56:54 - INFO - __main__ - val_fr_acc = 0.765863453815261 04/13/2022 01:56:54 - INFO - __main__ - val_hi_acc = 0.6614457831325301 04/13/2022 01:56:54 - INFO - __main__ - val_ru_acc = 0.7200803212851405 04/13/2022 01:56:54 - INFO - __main__ - val_sw_acc = 0.6493975903614457 04/13/2022 01:56:54 - INFO - __main__ - val_th_acc = 0.6755020080321286 04/13/2022 01:56:54 - INFO - __main__ - val_tr_acc = 0.6943775100401607 04/13/2022 01:56:54 - INFO - __main__ - val_ur_acc = 0.6156626506024097 04/13/2022 01:56:54 - INFO - __main__ - val_vi_acc = 0.7204819277108434 04/13/2022 01:56:54 - INFO - __main__ - val_zh_acc = 0.7220883534136546 04/13/2022 01:56:54 - INFO - __main__ - val_avg_acc = 0.7170013386880856 04/13/2022 01:56:54 - INFO - __main__ - test_ar_acc = 0.7125748502994012 04/13/2022 01:56:54 - INFO - __main__ - test_bg_acc = 0.7485029940119761 04/13/2022 01:56:54 - INFO - __main__ - test_de_acc = 0.7489021956087825 04/13/2022 01:56:54 - INFO - __main__ - test_el_acc = 0.7357285429141717 04/13/2022 01:56:54 - INFO - __main__ - test_en_acc = 0.8345309381237525 04/13/2022 01:56:54 - INFO - __main__ - test_es_acc = 0.7752495009980039 04/13/2022 01:56:54 - INFO - __main__ - test_fr_acc = 0.770059880239521 04/13/2022 01:56:54 - INFO - __main__ - test_hi_acc = 0.6604790419161677 04/13/2022 01:56:54 - INFO - __main__ - test_ru_acc = 0.7337325349301397 04/13/2022 01:56:54 - INFO - __main__ - test_sw_acc = 0.6730538922155689 04/13/2022 01:56:54 - INFO - __main__ - test_th_acc = 0.6746506986027944 04/13/2022 01:56:54 - INFO - __main__ - test_tr_acc = 0.691816367265469 04/13/2022 01:56:54 - INFO - __main__ - test_ur_acc = 0.6273453093812376 04/13/2022 01:56:54 - INFO - __main__ - test_vi_acc = 0.7193612774451098 04/13/2022 01:56:54 - INFO - __main__ - test_zh_acc = 0.7247504990019961 04/13/2022 01:56:54 - INFO - __main__ - test_avg_acc = 0.7220492348636061 04/13/2022 01:56:55 - INFO - utils - remove old ckpt: xnli_right_avg_new/ckpt/step-215000-test_avg_acc-0.7220492348636061-val_avg_acc-0.7170013386880856 04/13/2022 01:56:55 - INFO - __main__ - ********** Evaluating Done ********** 04/13/2022 01:57:00 - INFO - __main__ - global_steps 215050 loss: 0.22203977 04/13/2022 01:57:04 - INFO - __main__ - global_steps 215100 loss: 0.23494425 04/13/2022 01:57:09 - INFO - __main__ - global_steps 215150 loss: 0.27258958 04/13/2022 01:57:14 - INFO - __main__ - global_steps 215200 loss: 0.17904415 04/13/2022 01:57:18 - INFO - __main__ - global_steps 215250 loss: 0.26369756 04/13/2022 01:57:23 - INFO - __main__ - global_steps 215300 loss: 0.20798718 04/13/2022 01:57:27 - INFO - __main__ - global_steps 215350 loss: 0.23917598 04/13/2022 01:57:32 - INFO - __main__ - global_steps 215400 loss: 0.26556479 04/13/2022 01:57:36 - INFO - __main__ - global_steps 215450 loss: 0.25791578 04/13/2022 01:57:41 - INFO - __main__ - global_steps 215500 loss: 0.18409514 04/13/2022 01:57:46 - INFO - __main__ - global_steps 215550 loss: 0.20786242 04/13/2022 01:57:50 - INFO - __main__ - global_steps 215600 loss: 0.22762926 04/13/2022 01:57:55 - INFO - __main__ - global_steps 215650 loss: 0.16112766 04/13/2022 01:58:00 - INFO - __main__ - global_steps 215700 loss: 0.24614295 04/13/2022 01:58:04 - INFO - __main__ - global_steps 215750 loss: 0.22014071 04/13/2022 01:58:09 - INFO - __main__ - global_steps 215800 loss: 0.17949970 04/13/2022 01:58:14 - INFO - __main__ - global_steps 215850 loss: 0.22989072 04/13/2022 01:58:18 - INFO - __main__ - global_steps 215900 loss: 0.15745540 04/13/2022 01:58:23 - INFO - __main__ - global_steps 215950 loss: 0.19243237 04/13/2022 01:58:27 - INFO - __main__ - global_steps 216000 loss: 0.28213979 04/13/2022 01:58:32 - INFO - __main__ - global_steps 216050 loss: 0.22723402 04/13/2022 01:58:37 - INFO - __main__ - global_steps 216100 loss: 0.23877543 04/13/2022 01:58:41 - INFO - __main__ - global_steps 216150 loss: 0.22097183 04/13/2022 01:58:46 - INFO - __main__ - global_steps 216200 loss: 0.28315647 04/13/2022 01:58:50 - INFO - __main__ - global_steps 216250 loss: 0.19614858 04/13/2022 01:58:55 - INFO - __main__ - global_steps 216300 loss: 0.26018509 04/13/2022 01:59:00 - INFO - __main__ - global_steps 216350 loss: 0.24864180 04/13/2022 01:59:04 - INFO - __main__ - global_steps 216400 loss: 0.25921380 04/13/2022 01:59:09 - INFO - __main__ - global_steps 216450 loss: 0.24390838 04/13/2022 01:59:14 - INFO - __main__ - global_steps 216500 loss: 0.18922572 04/13/2022 01:59:18 - INFO - __main__ - global_steps 216550 loss: 0.21281568 04/13/2022 01:59:23 - INFO - __main__ - global_steps 216600 loss: 0.25030323 04/13/2022 01:59:28 - INFO - __main__ - global_steps 216650 loss: 0.21980175 04/13/2022 01:59:32 - INFO - __main__ - global_steps 216700 loss: 0.22680963 04/13/2022 01:59:37 - INFO - __main__ - global_steps 216750 loss: 0.20350840 04/13/2022 01:59:42 - INFO - __main__ - global_steps 216800 loss: 0.24936733 04/13/2022 01:59:46 - INFO - __main__ - global_steps 216850 loss: 0.22421574 04/13/2022 01:59:51 - INFO - __main__ - global_steps 216900 loss: 0.29681924 04/13/2022 01:59:55 - INFO - __main__ - global_steps 216950 loss: 0.22599296 04/13/2022 02:00:00 - INFO - __main__ - global_steps 217000 loss: 0.23785423 04/13/2022 02:00:05 - INFO - __main__ - global_steps 217050 loss: 0.30342273 04/13/2022 02:00:09 - INFO - __main__ - global_steps 217100 loss: 0.24611540 04/13/2022 02:00:14 - INFO - __main__ - global_steps 217150 loss: 0.20096326 04/13/2022 02:00:18 - INFO - __main__ - global_steps 217200 loss: 0.21643278 04/13/2022 02:00:23 - INFO - __main__ - global_steps 217250 loss: 0.21710525 04/13/2022 02:00:27 - INFO - __main__ - global_steps 217300 loss: 0.22805085 04/13/2022 02:00:31 - INFO - __main__ - global_steps 217350 loss: 0.18503481 04/13/2022 02:00:35 - INFO - __main__ - global_steps 217400 loss: 0.28019717 04/13/2022 02:00:40 - INFO - __main__ - global_steps 217450 loss: 0.15691483 04/13/2022 02:00:44 - INFO - __main__ - global_steps 217500 loss: 0.21552414 04/13/2022 02:00:44 - INFO - __main__ - ********** Running evaluating ********** 04/13/2022 02:00:48 - INFO - __main__ - ########## val_ar_acc 0.7 ########## 04/13/2022 02:00:52 - INFO - __main__ - ########## val_bg_acc 0.7397590361445783 ########## 04/13/2022 02:00:57 - INFO - __main__ - ########## val_de_acc 0.748995983935743 ########## 04/13/2022 02:01:01 - INFO - __main__ - ########## val_el_acc 0.7365461847389558 ########## 04/13/2022 02:01:06 - INFO - __main__ - ########## val_en_acc 0.8401606425702811 ########## 04/13/2022 02:01:10 - INFO - __main__ - ########## val_es_acc 0.7811244979919679 ########## 04/13/2022 02:01:15 - INFO - __main__ - ########## val_fr_acc 0.7678714859437751 ########## 04/13/2022 02:01:20 - INFO - __main__ - ########## val_hi_acc 0.6650602409638554 ########## 04/13/2022 02:01:24 - INFO - __main__ - ########## val_ru_acc 0.7204819277108434 ########## 04/13/2022 02:01:29 - INFO - __main__ - ########## val_sw_acc 0.6542168674698795 ########## 04/13/2022 02:01:33 - INFO - __main__ - ########## val_th_acc 0.678714859437751 ########## 04/13/2022 02:01:37 - INFO - __main__ - ########## val_tr_acc 0.6951807228915663 ########## 04/13/2022 02:01:41 - INFO - __main__ - ########## val_ur_acc 0.6164658634538153 ########## 04/13/2022 02:01:45 - INFO - __main__ - ########## val_vi_acc 0.7228915662650602 ########## 04/13/2022 02:01:50 - INFO - __main__ - ########## val_zh_acc 0.7281124497991968 ########## 04/13/2022 02:01:59 - INFO - __main__ - ########## test_ar_acc 0.7111776447105789 ########## 04/13/2022 02:02:08 - INFO - __main__ - ########## test_bg_acc 0.7574850299401198 ########## 04/13/2022 02:02:17 - INFO - __main__ - ########## test_de_acc 0.7534930139720559 ########## 04/13/2022 02:02:27 - INFO - __main__ - ########## test_el_acc 0.7419161676646706 ########## 04/13/2022 02:02:35 - INFO - __main__ - ########## test_en_acc 0.8355289421157684 ########## 04/13/2022 02:02:44 - INFO - __main__ - ########## test_es_acc 0.7766467065868263 ########## 04/13/2022 02:02:54 - INFO - __main__ - ########## test_fr_acc 0.7728542914171657 ########## 04/13/2022 02:03:04 - INFO - __main__ - ########## test_hi_acc 0.663872255489022 ########## 04/13/2022 02:03:13 - INFO - __main__ - ########## test_ru_acc 0.7369261477045909 ########## 04/13/2022 02:03:21 - INFO - __main__ - ########## test_sw_acc 0.6640718562874252 ########## 04/13/2022 02:03:30 - INFO - __main__ - ########## test_th_acc 0.6756487025948104 ########## 04/13/2022 02:03:39 - INFO - __main__ - ########## test_tr_acc 0.6906187624750499 ########## 04/13/2022 02:03:49 - INFO - __main__ - ########## test_ur_acc 0.6283433133732534 ########## 04/13/2022 02:03:58 - INFO - __main__ - ########## test_vi_acc 0.7199600798403194 ########## 04/13/2022 02:04:07 - INFO - __main__ - ########## test_zh_acc 0.7245508982035929 ########## 04/13/2022 02:04:07 - INFO - __main__ - val_ar_acc = 0.7 04/13/2022 02:04:07 - INFO - __main__ - val_bg_acc = 0.7397590361445783 04/13/2022 02:04:07 - INFO - __main__ - val_de_acc = 0.748995983935743 04/13/2022 02:04:07 - INFO - __main__ - val_el_acc = 0.7365461847389558 04/13/2022 02:04:07 - INFO - __main__ - val_en_acc = 0.8401606425702811 04/13/2022 02:04:07 - INFO - __main__ - val_es_acc = 0.7811244979919679 04/13/2022 02:04:07 - INFO - __main__ - val_fr_acc = 0.7678714859437751 04/13/2022 02:04:07 - INFO - __main__ - val_hi_acc = 0.6650602409638554 04/13/2022 02:04:07 - INFO - __main__ - val_ru_acc = 0.7204819277108434 04/13/2022 02:04:07 - INFO - __main__ - val_sw_acc = 0.6542168674698795 04/13/2022 02:04:07 - INFO - __main__ - val_th_acc = 0.678714859437751 04/13/2022 02:04:07 - INFO - __main__ - val_tr_acc = 0.6951807228915663 04/13/2022 02:04:07 - INFO - __main__ - val_ur_acc = 0.6164658634538153 04/13/2022 02:04:07 - INFO - __main__ - val_vi_acc = 0.7228915662650602 04/13/2022 02:04:07 - INFO - __main__ - val_zh_acc = 0.7281124497991968 04/13/2022 02:04:07 - INFO - __main__ - val_avg_acc = 0.7197054886211512 04/13/2022 02:04:07 - INFO - __main__ - test_ar_acc = 0.7111776447105789 04/13/2022 02:04:07 - INFO - __main__ - test_bg_acc = 0.7574850299401198 04/13/2022 02:04:07 - INFO - __main__ - test_de_acc = 0.7534930139720559 04/13/2022 02:04:07 - INFO - __main__ - test_el_acc = 0.7419161676646706 04/13/2022 02:04:07 - INFO - __main__ - test_en_acc = 0.8355289421157684 04/13/2022 02:04:07 - INFO - __main__ - test_es_acc = 0.7766467065868263 04/13/2022 02:04:07 - INFO - __main__ - test_fr_acc = 0.7728542914171657 04/13/2022 02:04:07 - INFO - __main__ - test_hi_acc = 0.663872255489022 04/13/2022 02:04:07 - INFO - __main__ - test_ru_acc = 0.7369261477045909 04/13/2022 02:04:07 - INFO - __main__ - test_sw_acc = 0.6640718562874252 04/13/2022 02:04:07 - INFO - __main__ - test_th_acc = 0.6756487025948104 04/13/2022 02:04:07 - INFO - __main__ - test_tr_acc = 0.6906187624750499 04/13/2022 02:04:07 - INFO - __main__ - test_ur_acc = 0.6283433133732534 04/13/2022 02:04:07 - INFO - __main__ - test_vi_acc = 0.7199600798403194 04/13/2022 02:04:07 - INFO - __main__ - test_zh_acc = 0.7245508982035929 04/13/2022 02:04:07 - INFO - __main__ - test_avg_acc = 0.7235395874916832 04/13/2022 02:04:08 - INFO - utils - remove old ckpt: xnli_right_avg_new/ckpt/step-217500-test_avg_acc-0.7235395874916832-val_avg_acc-0.7197054886211512 04/13/2022 02:04:08 - INFO - __main__ - ********** Evaluating Done ********** 04/13/2022 02:04:12 - INFO - __main__ - global_steps 217550 loss: 0.19343083 04/13/2022 02:04:17 - INFO - __main__ - global_steps 217600 loss: 0.22278734 04/13/2022 02:04:22 - INFO - __main__ - global_steps 217650 loss: 0.23897140 04/13/2022 02:04:26 - INFO - __main__ - global_steps 217700 loss: 0.23557720 04/13/2022 02:04:30 - INFO - __main__ - global_steps 217750 loss: 0.20836532 04/13/2022 02:04:35 - INFO - __main__ - global_steps 217800 loss: 0.21640115 04/13/2022 02:04:39 - INFO - __main__ - global_steps 217850 loss: 0.21882162 04/13/2022 02:04:44 - INFO - __main__ - global_steps 217900 loss: 0.20459438 04/13/2022 02:04:49 - INFO - __main__ - global_steps 217950 loss: 0.27423850 04/13/2022 02:04:53 - INFO - __main__ - global_steps 218000 loss: 0.21459294 04/13/2022 02:04:58 - INFO - __main__ - global_steps 218050 loss: 0.20876344 04/13/2022 02:05:02 - INFO - __main__ - global_steps 218100 loss: 0.21754645 04/13/2022 02:05:07 - INFO - __main__ - global_steps 218150 loss: 0.23238969 04/13/2022 02:05:12 - INFO - __main__ - global_steps 218200 loss: 0.25385470 04/13/2022 02:05:16 - INFO - __main__ - global_steps 218250 loss: 0.29242829 04/13/2022 02:05:21 - INFO - __main__ - global_steps 218300 loss: 0.19757578 04/13/2022 02:05:25 - INFO - __main__ - global_steps 218350 loss: 0.23088793 04/13/2022 02:05:30 - INFO - __main__ - global_steps 218400 loss: 0.18534097 04/13/2022 02:05:34 - INFO - __main__ - global_steps 218450 loss: 0.25148512 04/13/2022 02:05:39 - INFO - __main__ - global_steps 218500 loss: 0.23878355 04/13/2022 02:05:43 - INFO - __main__ - global_steps 218550 loss: 0.21130583 04/13/2022 02:05:48 - INFO - __main__ - global_steps 218600 loss: 0.22602650 04/13/2022 02:05:53 - INFO - __main__ - global_steps 218650 loss: 0.25061446 04/13/2022 02:05:57 - INFO - __main__ - global_steps 218700 loss: 0.14094925 04/13/2022 02:06:02 - INFO - __main__ - global_steps 218750 loss: 0.18538868 04/13/2022 02:06:06 - INFO - __main__ - global_steps 218800 loss: 0.25120545 04/13/2022 02:06:11 - INFO - __main__ - global_steps 218850 loss: 0.23066126 04/13/2022 02:06:16 - INFO - __main__ - global_steps 218900 loss: 0.17908661 04/13/2022 02:06:20 - INFO - __main__ - global_steps 218950 loss: 0.30288550 04/13/2022 02:06:25 - INFO - __main__ - global_steps 219000 loss: 0.20170557 04/13/2022 02:06:29 - INFO - __main__ - global_steps 219050 loss: 0.25042083 04/13/2022 02:06:34 - INFO - __main__ - global_steps 219100 loss: 0.27217408 04/13/2022 02:06:38 - INFO - __main__ - global_steps 219150 loss: 0.21683509 04/13/2022 02:06:43 - INFO - __main__ - global_steps 219200 loss: 0.21699014 04/13/2022 02:06:48 - INFO - __main__ - global_steps 219250 loss: 0.21014752 04/13/2022 02:06:52 - INFO - __main__ - global_steps 219300 loss: 0.26127000 04/13/2022 02:06:57 - INFO - __main__ - global_steps 219350 loss: 0.25046448 04/13/2022 02:07:01 - INFO - __main__ - global_steps 219400 loss: 0.20562198 04/13/2022 02:07:06 - INFO - __main__ - global_steps 219450 loss: 0.23237220 04/13/2022 02:07:10 - INFO - __main__ - global_steps 219500 loss: 0.18936628 04/13/2022 02:07:15 - INFO - __main__ - global_steps 219550 loss: 0.20004999 04/13/2022 02:07:19 - INFO - __main__ - global_steps 219600 loss: 0.22210410 04/13/2022 02:07:24 - INFO - __main__ - global_steps 219650 loss: 0.22501914 04/13/2022 02:07:29 - INFO - __main__ - global_steps 219700 loss: 0.22510776 04/13/2022 02:07:33 - INFO - __main__ - global_steps 219750 loss: 0.20097444 04/13/2022 02:07:38 - INFO - __main__ - global_steps 219800 loss: 0.24468036 04/13/2022 02:07:42 - INFO - __main__ - global_steps 219850 loss: 0.20298592 04/13/2022 02:07:47 - INFO - __main__ - global_steps 219900 loss: 0.20840671 04/13/2022 02:07:51 - INFO - __main__ - global_steps 219950 loss: 0.25788771 04/13/2022 02:07:56 - INFO - __main__ - global_steps 220000 loss: 0.20807698 04/13/2022 02:07:56 - INFO - __main__ - ********** Running evaluating ********** 04/13/2022 02:08:00 - INFO - __main__ - ########## val_ar_acc 0.6975903614457831 ########## 04/13/2022 02:08:05 - INFO - __main__ - ########## val_bg_acc 0.7397590361445783 ########## 04/13/2022 02:08:09 - INFO - __main__ - ########## val_de_acc 0.7566265060240964 ########## 04/13/2022 02:08:14 - INFO - __main__ - ########## val_el_acc 0.7329317269076305 ########## 04/13/2022 02:08:18 - INFO - __main__ - ########## val_en_acc 0.8417670682730923 ########## 04/13/2022 02:08:23 - INFO - __main__ - ########## val_es_acc 0.7859437751004016 ########## 04/13/2022 02:08:27 - INFO - __main__ - ########## val_fr_acc 0.7622489959839357 ########## 04/13/2022 02:08:32 - INFO - __main__ - ########## val_hi_acc 0.6662650602409639 ########## 04/13/2022 02:08:37 - INFO - __main__ - ########## val_ru_acc 0.7285140562248996 ########## 04/13/2022 02:08:41 - INFO - __main__ - ########## val_sw_acc 0.6558232931726907 ########## 04/13/2022 02:08:45 - INFO - __main__ - ########## val_th_acc 0.6726907630522089 ########## 04/13/2022 02:08:50 - INFO - __main__ - ########## val_tr_acc 0.7012048192771084 ########## 04/13/2022 02:08:54 - INFO - __main__ - ########## val_ur_acc 0.6208835341365462 ########## 04/13/2022 02:08:59 - INFO - __main__ - ########## val_vi_acc 0.7156626506024096 ########## 04/13/2022 02:09:03 - INFO - __main__ - ########## val_zh_acc 0.7289156626506024 ########## 04/13/2022 02:09:12 - INFO - __main__ - ########## test_ar_acc 0.7115768463073853 ########## 04/13/2022 02:09:21 - INFO - __main__ - ########## test_bg_acc 0.7614770459081837 ########## 04/13/2022 02:09:31 - INFO - __main__ - ########## test_de_acc 0.7570858283433134 ########## 04/13/2022 02:09:40 - INFO - __main__ - ########## test_el_acc 0.7427145708582834 ########## 04/13/2022 02:09:49 - INFO - __main__ - ########## test_en_acc 0.8411177644710579 ########## 04/13/2022 02:09:58 - INFO - __main__ - ########## test_es_acc 0.7846307385229541 ########## 04/13/2022 02:10:07 - INFO - __main__ - ########## test_fr_acc 0.7750499001996008 ########## 04/13/2022 02:10:17 - INFO - __main__ - ########## test_hi_acc 0.6632734530938124 ########## 04/13/2022 02:10:26 - INFO - __main__ - ########## test_ru_acc 0.7425149700598802 ########## 04/13/2022 02:10:35 - INFO - __main__ - ########## test_sw_acc 0.6712574850299401 ########## 04/13/2022 02:10:44 - INFO - __main__ - ########## test_th_acc 0.6718562874251497 ########## 04/13/2022 02:10:52 - INFO - __main__ - ########## test_tr_acc 0.6978043912175649 ########## 04/13/2022 02:11:02 - INFO - __main__ - ########## test_ur_acc 0.6279441117764472 ########## 04/13/2022 02:11:11 - INFO - __main__ - ########## test_vi_acc 0.7157684630738523 ########## 04/13/2022 02:11:20 - INFO - __main__ - ########## test_zh_acc 0.7243512974051897 ########## 04/13/2022 02:11:20 - INFO - __main__ - val_ar_acc = 0.6975903614457831 04/13/2022 02:11:20 - INFO - __main__ - val_bg_acc = 0.7397590361445783 04/13/2022 02:11:20 - INFO - __main__ - val_de_acc = 0.7566265060240964 04/13/2022 02:11:20 - INFO - __main__ - val_el_acc = 0.7329317269076305 04/13/2022 02:11:20 - INFO - __main__ - val_en_acc = 0.8417670682730923 04/13/2022 02:11:20 - INFO - __main__ - val_es_acc = 0.7859437751004016 04/13/2022 02:11:20 - INFO - __main__ - val_fr_acc = 0.7622489959839357 04/13/2022 02:11:20 - INFO - __main__ - val_hi_acc = 0.6662650602409639 04/13/2022 02:11:20 - INFO - __main__ - val_ru_acc = 0.7285140562248996 04/13/2022 02:11:20 - INFO - __main__ - val_sw_acc = 0.6558232931726907 04/13/2022 02:11:20 - INFO - __main__ - val_th_acc = 0.6726907630522089 04/13/2022 02:11:20 - INFO - __main__ - val_tr_acc = 0.7012048192771084 04/13/2022 02:11:20 - INFO - __main__ - val_ur_acc = 0.6208835341365462 04/13/2022 02:11:20 - INFO - __main__ - val_vi_acc = 0.7156626506024096 04/13/2022 02:11:20 - INFO - __main__ - val_zh_acc = 0.7289156626506024 04/13/2022 02:11:20 - INFO - __main__ - val_avg_acc = 0.7204551539491298 04/13/2022 02:11:20 - INFO - __main__ - test_ar_acc = 0.7115768463073853 04/13/2022 02:11:20 - INFO - __main__ - test_bg_acc = 0.7614770459081837 04/13/2022 02:11:20 - INFO - __main__ - test_de_acc = 0.7570858283433134 04/13/2022 02:11:20 - INFO - __main__ - test_el_acc = 0.7427145708582834 04/13/2022 02:11:20 - INFO - __main__ - test_en_acc = 0.8411177644710579 04/13/2022 02:11:20 - INFO - __main__ - test_es_acc = 0.7846307385229541 04/13/2022 02:11:20 - INFO - __main__ - test_fr_acc = 0.7750499001996008 04/13/2022 02:11:20 - INFO - __main__ - test_hi_acc = 0.6632734530938124 04/13/2022 02:11:20 - INFO - __main__ - test_ru_acc = 0.7425149700598802 04/13/2022 02:11:20 - INFO - __main__ - test_sw_acc = 0.6712574850299401 04/13/2022 02:11:20 - INFO - __main__ - test_th_acc = 0.6718562874251497 04/13/2022 02:11:20 - INFO - __main__ - test_tr_acc = 0.6978043912175649 04/13/2022 02:11:20 - INFO - __main__ - test_ur_acc = 0.6279441117764472 04/13/2022 02:11:20 - INFO - __main__ - test_vi_acc = 0.7157684630738523 04/13/2022 02:11:20 - INFO - __main__ - test_zh_acc = 0.7243512974051897 04/13/2022 02:11:20 - INFO - __main__ - test_avg_acc = 0.7258948769128409 04/13/2022 02:11:21 - INFO - utils - remove old ckpt: xnli_right_avg_new/ckpt/step-220000-test_avg_acc-0.7258948769128409-val_avg_acc-0.7204551539491298 04/13/2022 02:11:21 - INFO - __main__ - ********** Evaluating Done ********** 04/13/2022 02:11:26 - INFO - __main__ - global_steps 220050 loss: 0.23392580 04/13/2022 02:11:30 - INFO - __main__ - global_steps 220100 loss: 0.23134252 04/13/2022 02:11:35 - INFO - __main__ - global_steps 220150 loss: 0.18661855 04/13/2022 02:11:40 - INFO - __main__ - global_steps 220200 loss: 0.27347592 04/13/2022 02:11:44 - INFO - __main__ - global_steps 220250 loss: 0.23163146 04/13/2022 02:11:49 - INFO - __main__ - global_steps 220300 loss: 0.25467251 04/13/2022 02:11:53 - INFO - __main__ - global_steps 220350 loss: 0.23449964 04/13/2022 02:11:58 - INFO - __main__ - global_steps 220400 loss: 0.19677581 04/13/2022 02:12:03 - INFO - __main__ - global_steps 220450 loss: 0.24060329 04/13/2022 02:12:07 - INFO - __main__ - global_steps 220500 loss: 0.21584828 04/13/2022 02:12:12 - INFO - __main__ - global_steps 220550 loss: 0.21740100 04/13/2022 02:12:17 - INFO - __main__ - global_steps 220600 loss: 0.18615401 04/13/2022 02:12:21 - INFO - __main__ - global_steps 220650 loss: 0.22802248 04/13/2022 02:12:26 - INFO - __main__ - global_steps 220700 loss: 0.25258448 04/13/2022 02:12:30 - INFO - __main__ - global_steps 220750 loss: 0.21721845 04/13/2022 02:12:35 - INFO - __main__ - global_steps 220800 loss: 0.27634730 04/13/2022 02:12:40 - INFO - __main__ - global_steps 220850 loss: 0.22678940 04/13/2022 02:12:44 - INFO - __main__ - global_steps 220900 loss: 0.22962107 04/13/2022 02:12:49 - INFO - __main__ - global_steps 220950 loss: 0.27267470 04/13/2022 02:12:53 - INFO - __main__ - global_steps 221000 loss: 0.20043261 04/13/2022 02:12:58 - INFO - __main__ - global_steps 221050 loss: 0.23379197 04/13/2022 02:13:03 - INFO - __main__ - global_steps 221100 loss: 0.19397275 04/13/2022 02:13:07 - INFO - __main__ - global_steps 221150 loss: 0.15994028 04/13/2022 02:13:12 - INFO - __main__ - global_steps 221200 loss: 0.16102397 04/13/2022 02:13:17 - INFO - __main__ - global_steps 221250 loss: 0.24744214 04/13/2022 02:13:21 - INFO - __main__ - global_steps 221300 loss: 0.20504190 04/13/2022 02:13:26 - INFO - __main__ - global_steps 221350 loss: 0.25111896 04/13/2022 02:13:30 - INFO - __main__ - global_steps 221400 loss: 0.19985408 04/13/2022 02:13:35 - INFO - __main__ - global_steps 221450 loss: 0.19478521 04/13/2022 02:13:40 - INFO - __main__ - global_steps 221500 loss: 0.20077191 04/13/2022 02:13:44 - INFO - __main__ - global_steps 221550 loss: 0.26103224 04/13/2022 02:13:48 - INFO - __main__ - global_steps 221600 loss: 0.21412860 04/13/2022 02:13:53 - INFO - __main__ - global_steps 221650 loss: 0.20787008 04/13/2022 02:13:57 - INFO - __main__ - global_steps 221700 loss: 0.20153757 04/13/2022 02:14:02 - INFO - __main__ - global_steps 221750 loss: 0.18693895 04/13/2022 02:14:07 - INFO - __main__ - global_steps 221800 loss: 0.16909787 04/13/2022 02:14:11 - INFO - __main__ - global_steps 221850 loss: 0.26101964 04/13/2022 02:14:16 - INFO - __main__ - global_steps 221900 loss: 0.22502293 04/13/2022 02:14:20 - INFO - __main__ - global_steps 221950 loss: 0.15737618 04/13/2022 02:14:25 - INFO - __main__ - global_steps 222000 loss: 0.16653236 04/13/2022 02:14:30 - INFO - __main__ - global_steps 222050 loss: 0.18365247 04/13/2022 02:14:34 - INFO - __main__ - global_steps 222100 loss: 0.26650878 04/13/2022 02:14:39 - INFO - __main__ - global_steps 222150 loss: 0.25719408 04/13/2022 02:14:44 - INFO - __main__ - global_steps 222200 loss: 0.24111902 04/13/2022 02:14:48 - INFO - __main__ - global_steps 222250 loss: 0.25848471 04/13/2022 02:14:53 - INFO - __main__ - global_steps 222300 loss: 0.25873143 04/13/2022 02:14:57 - INFO - __main__ - global_steps 222350 loss: 0.22854137 04/13/2022 02:15:02 - INFO - __main__ - global_steps 222400 loss: 0.20471078 04/13/2022 02:15:07 - INFO - __main__ - global_steps 222450 loss: 0.17739003 04/13/2022 02:15:11 - INFO - __main__ - global_steps 222500 loss: 0.20447431 04/13/2022 02:15:11 - INFO - __main__ - ********** Running evaluating ********** 04/13/2022 02:15:16 - INFO - __main__ - ########## val_ar_acc 0.7056224899598393 ########## 04/13/2022 02:15:20 - INFO - __main__ - ########## val_bg_acc 0.744578313253012 ########## 04/13/2022 02:15:25 - INFO - __main__ - ########## val_de_acc 0.7578313253012048 ########## 04/13/2022 02:15:30 - INFO - __main__ - ########## val_el_acc 0.7377510040160643 ########## 04/13/2022 02:15:34 - INFO - __main__ - ########## val_en_acc 0.8413654618473896 ########## 04/13/2022 02:15:38 - INFO - __main__ - ########## val_es_acc 0.7819277108433735 ########## 04/13/2022 02:15:43 - INFO - __main__ - ########## val_fr_acc 0.7622489959839357 ########## 04/13/2022 02:15:48 - INFO - __main__ - ########## val_hi_acc 0.6714859437751004 ########## 04/13/2022 02:15:52 - INFO - __main__ - ########## val_ru_acc 0.7253012048192771 ########## 04/13/2022 02:15:57 - INFO - __main__ - ########## val_sw_acc 0.6566265060240963 ########## 04/13/2022 02:16:01 - INFO - __main__ - ########## val_th_acc 0.6831325301204819 ########## 04/13/2022 02:16:06 - INFO - __main__ - ########## val_tr_acc 0.7068273092369478 ########## 04/13/2022 02:16:10 - INFO - __main__ - ########## val_ur_acc 0.6208835341365462 ########## 04/13/2022 02:16:15 - INFO - __main__ - ########## val_vi_acc 0.7265060240963855 ########## 04/13/2022 02:16:19 - INFO - __main__ - ########## val_zh_acc 0.7317269076305221 ########## 04/13/2022 02:16:28 - INFO - __main__ - ########## test_ar_acc 0.712375249500998 ########## 04/13/2022 02:16:38 - INFO - __main__ - ########## test_bg_acc 0.7554890219560878 ########## 04/13/2022 02:16:47 - INFO - __main__ - ########## test_de_acc 0.7542914171656686 ########## 04/13/2022 02:16:56 - INFO - __main__ - ########## test_el_acc 0.7421157684630738 ########## 04/13/2022 02:17:05 - INFO - __main__ - ########## test_en_acc 0.837125748502994 ########## 04/13/2022 02:17:14 - INFO - __main__ - ########## test_es_acc 0.7886227544910179 ########## 04/13/2022 02:17:24 - INFO - __main__ - ########## test_fr_acc 0.7756487025948103 ########## 04/13/2022 02:17:33 - INFO - __main__ - ########## test_hi_acc 0.6650698602794411 ########## 04/13/2022 02:17:43 - INFO - __main__ - ########## test_ru_acc 0.7395209580838323 ########## 04/13/2022 02:17:52 - INFO - __main__ - ########## test_sw_acc 0.6720558882235529 ########## 04/13/2022 02:18:00 - INFO - __main__ - ########## test_th_acc 0.6862275449101797 ########## 04/13/2022 02:18:09 - INFO - __main__ - ########## test_tr_acc 0.7033932135728543 ########## 04/13/2022 02:18:19 - INFO - __main__ - ########## test_ur_acc 0.629940119760479 ########## 04/13/2022 02:18:28 - INFO - __main__ - ########## test_vi_acc 0.7239520958083833 ########## 04/13/2022 02:18:37 - INFO - __main__ - ########## test_zh_acc 0.7231536926147705 ########## 04/13/2022 02:18:37 - INFO - __main__ - val_ar_acc = 0.7056224899598393 04/13/2022 02:18:37 - INFO - __main__ - val_bg_acc = 0.744578313253012 04/13/2022 02:18:37 - INFO - __main__ - val_de_acc = 0.7578313253012048 04/13/2022 02:18:37 - INFO - __main__ - val_el_acc = 0.7377510040160643 04/13/2022 02:18:37 - INFO - __main__ - val_en_acc = 0.8413654618473896 04/13/2022 02:18:37 - INFO - __main__ - val_es_acc = 0.7819277108433735 04/13/2022 02:18:37 - INFO - __main__ - val_fr_acc = 0.7622489959839357 04/13/2022 02:18:37 - INFO - __main__ - val_hi_acc = 0.6714859437751004 04/13/2022 02:18:37 - INFO - __main__ - val_ru_acc = 0.7253012048192771 04/13/2022 02:18:37 - INFO - __main__ - val_sw_acc = 0.6566265060240963 04/13/2022 02:18:37 - INFO - __main__ - val_th_acc = 0.6831325301204819 04/13/2022 02:18:37 - INFO - __main__ - val_tr_acc = 0.7068273092369478 04/13/2022 02:18:37 - INFO - __main__ - val_ur_acc = 0.6208835341365462 04/13/2022 02:18:37 - INFO - __main__ - val_vi_acc = 0.7265060240963855 04/13/2022 02:18:37 - INFO - __main__ - val_zh_acc = 0.7317269076305221 04/13/2022 02:18:37 - INFO - __main__ - val_avg_acc = 0.7235876840696118 04/13/2022 02:18:37 - INFO - __main__ - test_ar_acc = 0.712375249500998 04/13/2022 02:18:37 - INFO - __main__ - test_bg_acc = 0.7554890219560878 04/13/2022 02:18:37 - INFO - __main__ - test_de_acc = 0.7542914171656686 04/13/2022 02:18:37 - INFO - __main__ - test_el_acc = 0.7421157684630738 04/13/2022 02:18:37 - INFO - __main__ - test_en_acc = 0.837125748502994 04/13/2022 02:18:37 - INFO - __main__ - test_es_acc = 0.7886227544910179 04/13/2022 02:18:37 - INFO - __main__ - test_fr_acc = 0.7756487025948103 04/13/2022 02:18:37 - INFO - __main__ - test_hi_acc = 0.6650698602794411 04/13/2022 02:18:37 - INFO - __main__ - test_ru_acc = 0.7395209580838323 04/13/2022 02:18:37 - INFO - __main__ - test_sw_acc = 0.6720558882235529 04/13/2022 02:18:37 - INFO - __main__ - test_th_acc = 0.6862275449101797 04/13/2022 02:18:37 - INFO - __main__ - test_tr_acc = 0.7033932135728543 04/13/2022 02:18:37 - INFO - __main__ - test_ur_acc = 0.629940119760479 04/13/2022 02:18:37 - INFO - __main__ - test_vi_acc = 0.7239520958083833 04/13/2022 02:18:37 - INFO - __main__ - test_zh_acc = 0.7231536926147705 04/13/2022 02:18:37 - INFO - __main__ - test_avg_acc = 0.7272654690618763 04/13/2022 02:18:38 - INFO - utils - remove old ckpt: xnli_right_avg_new/ckpt/step-222500-test_avg_acc-0.7272654690618763-val_avg_acc-0.7235876840696118 04/13/2022 02:18:38 - INFO - __main__ - ********** Evaluating Done ********** 04/13/2022 02:18:43 - INFO - __main__ - global_steps 222550 loss: 0.23363131 04/13/2022 02:18:47 - INFO - __main__ - global_steps 222600 loss: 0.21945475 04/13/2022 02:18:52 - INFO - __main__ - global_steps 222650 loss: 0.17851982 04/13/2022 02:18:57 - INFO - __main__ - global_steps 222700 loss: 0.24096078 04/13/2022 02:19:01 - INFO - __main__ - global_steps 222750 loss: 0.20336316 04/13/2022 02:19:06 - INFO - __main__ - global_steps 222800 loss: 0.19079912 04/13/2022 02:19:11 - INFO - __main__ - global_steps 222850 loss: 0.25025295 04/13/2022 02:19:15 - INFO - __main__ - global_steps 222900 loss: 0.24484677 04/13/2022 02:19:20 - INFO - __main__ - global_steps 222950 loss: 0.19882258 04/13/2022 02:19:24 - INFO - __main__ - global_steps 223000 loss: 0.21692105 04/13/2022 02:19:29 - INFO - __main__ - global_steps 223050 loss: 0.20139600 04/13/2022 02:19:34 - INFO - __main__ - global_steps 223100 loss: 0.23615397 04/13/2022 02:19:38 - INFO - __main__ - global_steps 223150 loss: 0.21465768 04/13/2022 02:19:43 - INFO - __main__ - global_steps 223200 loss: 0.23460644 04/13/2022 02:19:47 - INFO - __main__ - global_steps 223250 loss: 0.26621271 04/13/2022 02:19:52 - INFO - __main__ - global_steps 223300 loss: 0.19163848 04/13/2022 02:19:57 - INFO - __main__ - global_steps 223350 loss: 0.21411714 04/13/2022 02:20:01 - INFO - __main__ - global_steps 223400 loss: 0.26960365 04/13/2022 02:20:06 - INFO - __main__ - global_steps 223450 loss: 0.22305086 04/13/2022 02:20:10 - INFO - __main__ - global_steps 223500 loss: 0.24866956 04/13/2022 02:20:15 - INFO - __main__ - global_steps 223550 loss: 0.22578070 04/13/2022 02:20:19 - INFO - __main__ - global_steps 223600 loss: 0.22852587 04/13/2022 02:20:24 - INFO - __main__ - global_steps 223650 loss: 0.19573944 04/13/2022 02:20:29 - INFO - __main__ - global_steps 223700 loss: 0.23337704 04/13/2022 02:20:33 - INFO - __main__ - global_steps 223750 loss: 0.18782272 04/13/2022 02:20:38 - INFO - __main__ - global_steps 223800 loss: 0.18778587 04/13/2022 02:20:42 - INFO - __main__ - global_steps 223850 loss: 0.18712457 04/13/2022 02:20:47 - INFO - __main__ - global_steps 223900 loss: 0.21827073 04/13/2022 02:20:52 - INFO - __main__ - global_steps 223950 loss: 0.20486576 04/13/2022 02:20:56 - INFO - __main__ - global_steps 224000 loss: 0.23060993 04/13/2022 02:21:01 - INFO - __main__ - global_steps 224050 loss: 0.22453969 04/13/2022 02:21:05 - INFO - __main__ - global_steps 224100 loss: 0.22665801 04/13/2022 02:21:10 - INFO - __main__ - global_steps 224150 loss: 0.21374087 04/13/2022 02:21:15 - INFO - __main__ - global_steps 224200 loss: 0.20360204 04/13/2022 02:21:19 - INFO - __main__ - global_steps 224250 loss: 0.18171356 04/13/2022 02:21:24 - INFO - __main__ - global_steps 224300 loss: 0.16387622 04/13/2022 02:21:29 - INFO - __main__ - global_steps 224350 loss: 0.13900623 04/13/2022 02:21:33 - INFO - __main__ - global_steps 224400 loss: 0.17524788 04/13/2022 02:21:38 - INFO - __main__ - global_steps 224450 loss: 0.25654010 04/13/2022 02:21:42 - INFO - __main__ - global_steps 224500 loss: 0.20817802 04/13/2022 02:21:47 - INFO - __main__ - global_steps 224550 loss: 0.18824310 04/13/2022 02:21:52 - INFO - __main__ - global_steps 224600 loss: 0.20427616 04/13/2022 02:21:56 - INFO - __main__ - global_steps 224650 loss: 0.22757548 04/13/2022 02:22:01 - INFO - __main__ - global_steps 224700 loss: 0.26418845 04/13/2022 02:22:05 - INFO - __main__ - global_steps 224750 loss: 0.23923802 04/13/2022 02:22:10 - INFO - __main__ - global_steps 224800 loss: 0.18635904 04/13/2022 02:22:15 - INFO - __main__ - global_steps 224850 loss: 0.24755068 04/13/2022 02:22:19 - INFO - __main__ - global_steps 224900 loss: 0.23578484 04/13/2022 02:22:24 - INFO - __main__ - global_steps 224950 loss: 0.17146383 04/13/2022 02:22:29 - INFO - __main__ - global_steps 225000 loss: 0.21387905 04/13/2022 02:22:29 - INFO - __main__ - ********** Running evaluating ********** 04/13/2022 02:22:33 - INFO - __main__ - ########## val_ar_acc 0.697991967871486 ########## 04/13/2022 02:22:38 - INFO - __main__ - ########## val_bg_acc 0.7333333333333333 ########## 04/13/2022 02:22:42 - INFO - __main__ - ########## val_de_acc 0.7506024096385542 ########## 04/13/2022 02:22:47 - INFO - __main__ - ########## val_el_acc 0.7269076305220884 ########## 04/13/2022 02:22:51 - INFO - __main__ - ########## val_en_acc 0.8401606425702811 ########## 04/13/2022 02:22:56 - INFO - __main__ - ########## val_es_acc 0.7759036144578313 ########## 04/13/2022 02:23:00 - INFO - __main__ - ########## val_fr_acc 0.7630522088353414 ########## 04/13/2022 02:23:05 - INFO - __main__ - ########## val_hi_acc 0.6570281124497992 ########## 04/13/2022 02:23:10 - INFO - __main__ - ########## val_ru_acc 0.7224899598393574 ########## 04/13/2022 02:23:14 - INFO - __main__ - ########## val_sw_acc 0.6550200803212851 ########## 04/13/2022 02:23:18 - INFO - __main__ - ########## val_th_acc 0.6823293172690763 ########## 04/13/2022 02:23:23 - INFO - __main__ - ########## val_tr_acc 0.6971887550200804 ########## 04/13/2022 02:23:27 - INFO - __main__ - ########## val_ur_acc 0.6144578313253012 ########## 04/13/2022 02:23:32 - INFO - __main__ - ########## val_vi_acc 0.7128514056224899 ########## 04/13/2022 02:23:36 - INFO - __main__ - ########## val_zh_acc 0.7273092369477911 ########## 04/13/2022 02:23:45 - INFO - __main__ - ########## test_ar_acc 0.7039920159680638 ########## 04/13/2022 02:23:55 - INFO - __main__ - ########## test_bg_acc 0.7497005988023953 ########## 04/13/2022 02:24:04 - INFO - __main__ - ########## test_de_acc 0.7489021956087825 ########## 04/13/2022 02:24:13 - INFO - __main__ - ########## test_el_acc 0.7377245508982035 ########## 04/13/2022 02:24:22 - INFO - __main__ - ########## test_en_acc 0.8355289421157684 ########## 04/13/2022 02:24:31 - INFO - __main__ - ########## test_es_acc 0.7792415169660679 ########## 04/13/2022 02:24:40 - INFO - __main__ - ########## test_fr_acc 0.769061876247505 ########## 04/13/2022 02:24:50 - INFO - __main__ - ########## test_hi_acc 0.6520958083832336 ########## 04/13/2022 02:25:00 - INFO - __main__ - ########## test_ru_acc 0.7321357285429142 ########## 04/13/2022 02:25:08 - INFO - __main__ - ########## test_sw_acc 0.6704590818363273 ########## 04/13/2022 02:25:17 - INFO - __main__ - ########## test_th_acc 0.6774451097804391 ########## 04/13/2022 02:25:26 - INFO - __main__ - ########## test_tr_acc 0.6922155688622754 ########## 04/13/2022 02:25:36 - INFO - __main__ - ########## test_ur_acc 0.6205588822355289 ########## 04/13/2022 02:25:45 - INFO - __main__ - ########## test_vi_acc 0.7157684630738523 ########## 04/13/2022 02:25:54 - INFO - __main__ - ########## test_zh_acc 0.7201596806387226 ########## 04/13/2022 02:25:54 - INFO - __main__ - val_ar_acc = 0.697991967871486 04/13/2022 02:25:54 - INFO - __main__ - val_bg_acc = 0.7333333333333333 04/13/2022 02:25:54 - INFO - __main__ - val_de_acc = 0.7506024096385542 04/13/2022 02:25:54 - INFO - __main__ - val_el_acc = 0.7269076305220884 04/13/2022 02:25:54 - INFO - __main__ - val_en_acc = 0.8401606425702811 04/13/2022 02:25:54 - INFO - __main__ - val_es_acc = 0.7759036144578313 04/13/2022 02:25:54 - INFO - __main__ - val_fr_acc = 0.7630522088353414 04/13/2022 02:25:54 - INFO - __main__ - val_hi_acc = 0.6570281124497992 04/13/2022 02:25:54 - INFO - __main__ - val_ru_acc = 0.7224899598393574 04/13/2022 02:25:54 - INFO - __main__ - val_sw_acc = 0.6550200803212851 04/13/2022 02:25:54 - INFO - __main__ - val_th_acc = 0.6823293172690763 04/13/2022 02:25:54 - INFO - __main__ - val_tr_acc = 0.6971887550200804 04/13/2022 02:25:54 - INFO - __main__ - val_ur_acc = 0.6144578313253012 04/13/2022 02:25:54 - INFO - __main__ - val_vi_acc = 0.7128514056224899 04/13/2022 02:25:54 - INFO - __main__ - val_zh_acc = 0.7273092369477911 04/13/2022 02:25:54 - INFO - __main__ - val_avg_acc = 0.7171084337349397 04/13/2022 02:25:54 - INFO - __main__ - test_ar_acc = 0.7039920159680638 04/13/2022 02:25:54 - INFO - __main__ - test_bg_acc = 0.7497005988023953 04/13/2022 02:25:54 - INFO - __main__ - test_de_acc = 0.7489021956087825 04/13/2022 02:25:54 - INFO - __main__ - test_el_acc = 0.7377245508982035 04/13/2022 02:25:54 - INFO - __main__ - test_en_acc = 0.8355289421157684 04/13/2022 02:25:54 - INFO - __main__ - test_es_acc = 0.7792415169660679 04/13/2022 02:25:54 - INFO - __main__ - test_fr_acc = 0.769061876247505 04/13/2022 02:25:54 - INFO - __main__ - test_hi_acc = 0.6520958083832336 04/13/2022 02:25:54 - INFO - __main__ - test_ru_acc = 0.7321357285429142 04/13/2022 02:25:54 - INFO - __main__ - test_sw_acc = 0.6704590818363273 04/13/2022 02:25:54 - INFO - __main__ - test_th_acc = 0.6774451097804391 04/13/2022 02:25:54 - INFO - __main__ - test_tr_acc = 0.6922155688622754 04/13/2022 02:25:54 - INFO - __main__ - test_ur_acc = 0.6205588822355289 04/13/2022 02:25:54 - INFO - __main__ - test_vi_acc = 0.7157684630738523 04/13/2022 02:25:54 - INFO - __main__ - test_zh_acc = 0.7201596806387226 04/13/2022 02:25:54 - INFO - __main__ - test_avg_acc = 0.7203326679973386 04/13/2022 02:25:55 - INFO - utils - remove old ckpt: xnli_right_avg_new/ckpt/step-225000-test_avg_acc-0.7203326679973386-val_avg_acc-0.7171084337349397 04/13/2022 02:25:55 - INFO - __main__ - ********** Evaluating Done ********** 04/13/2022 02:26:00 - INFO - __main__ - global_steps 225050 loss: 0.22947322 04/13/2022 02:26:04 - INFO - __main__ - global_steps 225100 loss: 0.23196155 04/13/2022 02:26:09 - INFO - __main__ - global_steps 225150 loss: 0.21543879 04/13/2022 02:26:13 - INFO - __main__ - global_steps 225200 loss: 0.21001558 04/13/2022 02:26:18 - INFO - __main__ - global_steps 225250 loss: 0.18262835 04/13/2022 02:26:23 - INFO - __main__ - global_steps 225300 loss: 0.18581638 04/13/2022 02:26:27 - INFO - __main__ - global_steps 225350 loss: 0.18495587 04/13/2022 02:26:32 - INFO - __main__ - global_steps 225400 loss: 0.21866221 04/13/2022 02:26:36 - INFO - __main__ - global_steps 225450 loss: 0.16331328 04/13/2022 02:26:41 - INFO - __main__ - global_steps 225500 loss: 0.19138932 04/13/2022 02:26:46 - INFO - __main__ - global_steps 225550 loss: 0.21702941 04/13/2022 02:26:50 - INFO - __main__ - global_steps 225600 loss: 0.20427528 04/13/2022 02:26:55 - INFO - __main__ - global_steps 225650 loss: 0.28637800 04/13/2022 02:27:00 - INFO - __main__ - global_steps 225700 loss: 0.22890623 04/13/2022 02:27:04 - INFO - __main__ - global_steps 225750 loss: 0.19347185 04/13/2022 02:27:09 - INFO - __main__ - global_steps 225800 loss: 0.21432919 04/13/2022 02:27:13 - INFO - __main__ - global_steps 225850 loss: 0.25226878 04/13/2022 02:27:18 - INFO - __main__ - global_steps 225900 loss: 0.17742356 04/13/2022 02:27:23 - INFO - __main__ - global_steps 225950 loss: 0.19542774 04/13/2022 02:27:27 - INFO - __main__ - global_steps 226000 loss: 0.27253860 04/13/2022 02:27:32 - INFO - __main__ - global_steps 226050 loss: 0.25378219 04/13/2022 02:27:36 - INFO - __main__ - global_steps 226100 loss: 0.25913218 04/13/2022 02:27:41 - INFO - __main__ - global_steps 226150 loss: 0.18313280 04/13/2022 02:27:45 - INFO - __main__ - global_steps 226200 loss: 0.24345145 04/13/2022 02:27:50 - INFO - __main__ - global_steps 226250 loss: 0.15684763 04/13/2022 02:27:55 - INFO - __main__ - global_steps 226300 loss: 0.17876372 04/13/2022 02:27:59 - INFO - __main__ - global_steps 226350 loss: 0.23762477 04/13/2022 02:28:04 - INFO - __main__ - global_steps 226400 loss: 0.15506214 04/13/2022 02:28:08 - INFO - __main__ - global_steps 226450 loss: 0.24346832 04/13/2022 02:28:13 - INFO - __main__ - global_steps 226500 loss: 0.27079468 04/13/2022 02:28:17 - INFO - __main__ - global_steps 226550 loss: 0.22411745 04/13/2022 02:28:22 - INFO - __main__ - global_steps 226600 loss: 0.22226497 04/13/2022 02:28:27 - INFO - __main__ - global_steps 226650 loss: 0.20898275 04/13/2022 02:28:31 - INFO - __main__ - global_steps 226700 loss: 0.17653062 04/13/2022 02:28:36 - INFO - __main__ - global_steps 226750 loss: 0.23303290 04/13/2022 02:28:40 - INFO - __main__ - global_steps 226800 loss: 0.16870494 04/13/2022 02:28:45 - INFO - __main__ - global_steps 226850 loss: 0.21333797 04/13/2022 02:28:49 - INFO - __main__ - global_steps 226900 loss: 0.17266724 04/13/2022 02:28:54 - INFO - __main__ - global_steps 226950 loss: 0.21233152 04/13/2022 02:28:58 - INFO - __main__ - global_steps 227000 loss: 0.19020386 04/13/2022 02:29:03 - INFO - __main__ - global_steps 227050 loss: 0.24111684 04/13/2022 02:29:07 - INFO - __main__ - global_steps 227100 loss: 0.21994100 04/13/2022 02:29:11 - INFO - __main__ - global_steps 227150 loss: 0.20517112 04/13/2022 02:29:15 - INFO - __main__ - global_steps 227200 loss: 0.20313070 04/13/2022 02:29:20 - INFO - __main__ - global_steps 227250 loss: 0.19678054 04/13/2022 02:29:25 - INFO - __main__ - global_steps 227300 loss: 0.17466416 04/13/2022 02:29:29 - INFO - __main__ - global_steps 227350 loss: 0.20588019 04/13/2022 02:29:34 - INFO - __main__ - global_steps 227400 loss: 0.19454338 04/13/2022 02:29:38 - INFO - __main__ - global_steps 227450 loss: 0.24470882 04/13/2022 02:29:43 - INFO - __main__ - global_steps 227500 loss: 0.23470744 04/13/2022 02:29:43 - INFO - __main__ - ********** Running evaluating ********** 04/13/2022 02:29:47 - INFO - __main__ - ########## val_ar_acc 0.7024096385542169 ########## 04/13/2022 02:29:52 - INFO - __main__ - ########## val_bg_acc 0.7373493975903614 ########## 04/13/2022 02:29:56 - INFO - __main__ - ########## val_de_acc 0.7578313253012048 ########## 04/13/2022 02:30:01 - INFO - __main__ - ########## val_el_acc 0.7353413654618474 ########## 04/13/2022 02:30:05 - INFO - __main__ - ########## val_en_acc 0.8393574297188755 ########## 04/13/2022 02:30:10 - INFO - __main__ - ########## val_es_acc 0.7835341365461848 ########## 04/13/2022 02:30:14 - INFO - __main__ - ########## val_fr_acc 0.7686746987951807 ########## 04/13/2022 02:30:19 - INFO - __main__ - ########## val_hi_acc 0.6626506024096386 ########## 04/13/2022 02:30:23 - INFO - __main__ - ########## val_ru_acc 0.7216867469879518 ########## 04/13/2022 02:30:28 - INFO - __main__ - ########## val_sw_acc 0.6606425702811245 ########## 04/13/2022 02:30:32 - INFO - __main__ - ########## val_th_acc 0.6742971887550201 ########## 04/13/2022 02:30:36 - INFO - __main__ - ########## val_tr_acc 0.6959839357429719 ########## 04/13/2022 02:30:41 - INFO - __main__ - ########## val_ur_acc 0.6144578313253012 ########## 04/13/2022 02:30:46 - INFO - __main__ - ########## val_vi_acc 0.7136546184738956 ########## 04/13/2022 02:30:50 - INFO - __main__ - ########## val_zh_acc 0.7293172690763052 ########## 04/13/2022 02:30:59 - INFO - __main__ - ########## test_ar_acc 0.7025948103792415 ########## 04/13/2022 02:31:08 - INFO - __main__ - ########## test_bg_acc 0.7518962075848303 ########## 04/13/2022 02:31:18 - INFO - __main__ - ########## test_de_acc 0.7489021956087825 ########## 04/13/2022 02:31:27 - INFO - __main__ - ########## test_el_acc 0.7379241516966067 ########## 04/13/2022 02:31:36 - INFO - __main__ - ########## test_en_acc 0.835129740518962 ########## 04/13/2022 02:31:45 - INFO - __main__ - ########## test_es_acc 0.7822355289421158 ########## 04/13/2022 02:31:54 - INFO - __main__ - ########## test_fr_acc 0.7734530938123753 ########## 04/13/2022 02:32:04 - INFO - __main__ - ########## test_hi_acc 0.6520958083832336 ########## 04/13/2022 02:32:14 - INFO - __main__ - ########## test_ru_acc 0.7333333333333333 ########## 04/13/2022 02:32:22 - INFO - __main__ - ########## test_sw_acc 0.668063872255489 ########## 04/13/2022 02:32:31 - INFO - __main__ - ########## test_th_acc 0.6766467065868264 ########## 04/13/2022 02:32:40 - INFO - __main__ - ########## test_tr_acc 0.6916167664670658 ########## 04/13/2022 02:32:50 - INFO - __main__ - ########## test_ur_acc 0.6191616766467066 ########## 04/13/2022 02:32:59 - INFO - __main__ - ########## test_vi_acc 0.7177644710578842 ########## 04/13/2022 02:33:08 - INFO - __main__ - ########## test_zh_acc 0.718562874251497 ########## 04/13/2022 02:33:08 - INFO - __main__ - val_ar_acc = 0.7024096385542169 04/13/2022 02:33:08 - INFO - __main__ - val_bg_acc = 0.7373493975903614 04/13/2022 02:33:08 - INFO - __main__ - val_de_acc = 0.7578313253012048 04/13/2022 02:33:08 - INFO - __main__ - val_el_acc = 0.7353413654618474 04/13/2022 02:33:08 - INFO - __main__ - val_en_acc = 0.8393574297188755 04/13/2022 02:33:08 - INFO - __main__ - val_es_acc = 0.7835341365461848 04/13/2022 02:33:08 - INFO - __main__ - val_fr_acc = 0.7686746987951807 04/13/2022 02:33:08 - INFO - __main__ - val_hi_acc = 0.6626506024096386 04/13/2022 02:33:08 - INFO - __main__ - val_ru_acc = 0.7216867469879518 04/13/2022 02:33:08 - INFO - __main__ - val_sw_acc = 0.6606425702811245 04/13/2022 02:33:08 - INFO - __main__ - val_th_acc = 0.6742971887550201 04/13/2022 02:33:08 - INFO - __main__ - val_tr_acc = 0.6959839357429719 04/13/2022 02:33:08 - INFO - __main__ - val_ur_acc = 0.6144578313253012 04/13/2022 02:33:08 - INFO - __main__ - val_vi_acc = 0.7136546184738956 04/13/2022 02:33:08 - INFO - __main__ - val_zh_acc = 0.7293172690763052 04/13/2022 02:33:08 - INFO - __main__ - val_avg_acc = 0.7198125836680054 04/13/2022 02:33:08 - INFO - __main__ - test_ar_acc = 0.7025948103792415 04/13/2022 02:33:08 - INFO - __main__ - test_bg_acc = 0.7518962075848303 04/13/2022 02:33:08 - INFO - __main__ - test_de_acc = 0.7489021956087825 04/13/2022 02:33:08 - INFO - __main__ - test_el_acc = 0.7379241516966067 04/13/2022 02:33:08 - INFO - __main__ - test_en_acc = 0.835129740518962 04/13/2022 02:33:08 - INFO - __main__ - test_es_acc = 0.7822355289421158 04/13/2022 02:33:08 - INFO - __main__ - test_fr_acc = 0.7734530938123753 04/13/2022 02:33:08 - INFO - __main__ - test_hi_acc = 0.6520958083832336 04/13/2022 02:33:08 - INFO - __main__ - test_ru_acc = 0.7333333333333333 04/13/2022 02:33:08 - INFO - __main__ - test_sw_acc = 0.668063872255489 04/13/2022 02:33:08 - INFO - __main__ - test_th_acc = 0.6766467065868264 04/13/2022 02:33:08 - INFO - __main__ - test_tr_acc = 0.6916167664670658 04/13/2022 02:33:08 - INFO - __main__ - test_ur_acc = 0.6191616766467066 04/13/2022 02:33:08 - INFO - __main__ - test_vi_acc = 0.7177644710578842 04/13/2022 02:33:08 - INFO - __main__ - test_zh_acc = 0.718562874251497 04/13/2022 02:33:08 - INFO - __main__ - test_avg_acc = 0.7206254158349967 04/13/2022 02:33:09 - INFO - utils - remove old ckpt: xnli_right_avg_new/ckpt/step-227500-test_avg_acc-0.7206254158349967-val_avg_acc-0.7198125836680054 04/13/2022 02:33:09 - INFO - __main__ - ********** Evaluating Done ********** 04/13/2022 02:33:14 - INFO - __main__ - global_steps 227550 loss: 0.20989953 04/13/2022 02:33:18 - INFO - __main__ - global_steps 227600 loss: 0.18355459 04/13/2022 02:33:23 - INFO - __main__ - global_steps 227650 loss: 0.25211058 04/13/2022 02:33:28 - INFO - __main__ - global_steps 227700 loss: 0.15780844 04/13/2022 02:33:32 - INFO - __main__ - global_steps 227750 loss: 0.13250278 04/13/2022 02:33:37 - INFO - __main__ - global_steps 227800 loss: 0.20531637 04/13/2022 02:33:42 - INFO - __main__ - global_steps 227850 loss: 0.19301502 04/13/2022 02:33:46 - INFO - __main__ - global_steps 227900 loss: 0.20867923 04/13/2022 02:33:51 - INFO - __main__ - global_steps 227950 loss: 0.24957817 04/13/2022 02:33:56 - INFO - __main__ - global_steps 228000 loss: 0.21473831 04/13/2022 02:34:00 - INFO - __main__ - global_steps 228050 loss: 0.22263114 04/13/2022 02:34:05 - INFO - __main__ - global_steps 228100 loss: 0.23403398 04/13/2022 02:34:09 - INFO - __main__ - global_steps 228150 loss: 0.18307513 04/13/2022 02:34:14 - INFO - __main__ - global_steps 228200 loss: 0.17533555 04/13/2022 02:34:19 - INFO - __main__ - global_steps 228250 loss: 0.23679211 04/13/2022 02:34:23 - INFO - __main__ - global_steps 228300 loss: 0.19704706 04/13/2022 02:34:28 - INFO - __main__ - global_steps 228350 loss: 0.21816179 04/13/2022 02:34:32 - INFO - __main__ - global_steps 228400 loss: 0.27647707 04/13/2022 02:34:37 - INFO - __main__ - global_steps 228450 loss: 0.19214909 04/13/2022 02:34:41 - INFO - __main__ - global_steps 228500 loss: 0.20399412 04/13/2022 02:34:46 - INFO - __main__ - global_steps 228550 loss: 0.19774960 04/13/2022 02:34:51 - INFO - __main__ - global_steps 228600 loss: 0.21544012 04/13/2022 02:34:55 - INFO - __main__ - global_steps 228650 loss: 0.20960162 04/13/2022 02:35:00 - INFO - __main__ - global_steps 228700 loss: 0.18480806 04/13/2022 02:35:05 - INFO - __main__ - global_steps 228750 loss: 0.18435812 04/13/2022 02:35:09 - INFO - __main__ - global_steps 228800 loss: 0.24548053 04/13/2022 02:35:14 - INFO - __main__ - global_steps 228850 loss: 0.23050010 04/13/2022 02:35:18 - INFO - __main__ - global_steps 228900 loss: 0.26076151 04/13/2022 02:35:23 - INFO - __main__ - global_steps 228950 loss: 0.21401189 04/13/2022 02:35:28 - INFO - __main__ - global_steps 229000 loss: 0.19338853 04/13/2022 02:35:32 - INFO - __main__ - global_steps 229050 loss: 0.16680562 04/13/2022 02:35:37 - INFO - __main__ - global_steps 229100 loss: 0.18369808 04/13/2022 02:35:42 - INFO - __main__ - global_steps 229150 loss: 0.21563966 04/13/2022 02:35:46 - INFO - __main__ - global_steps 229200 loss: 0.19753442 04/13/2022 02:35:51 - INFO - __main__ - global_steps 229250 loss: 0.23017531 04/13/2022 02:35:56 - INFO - __main__ - global_steps 229300 loss: 0.24404089 04/13/2022 02:36:00 - INFO - __main__ - global_steps 229350 loss: 0.26692966 04/13/2022 02:36:05 - INFO - __main__ - global_steps 229400 loss: 0.21779431 04/13/2022 02:36:09 - INFO - __main__ - global_steps 229450 loss: 0.22679720 04/13/2022 02:36:14 - INFO - __main__ - global_steps 229500 loss: 0.21402601 04/13/2022 02:36:19 - INFO - __main__ - global_steps 229550 loss: 0.19300950 04/13/2022 02:36:23 - INFO - __main__ - global_steps 229600 loss: 0.21098744 04/13/2022 02:36:28 - INFO - __main__ - global_steps 229650 loss: 0.22028662 04/13/2022 02:36:32 - INFO - __main__ - global_steps 229700 loss: 0.25956849 04/13/2022 02:36:37 - INFO - __main__ - global_steps 229750 loss: 0.26140017 04/13/2022 02:36:42 - INFO - __main__ - global_steps 229800 loss: 0.26480355 04/13/2022 02:36:46 - INFO - __main__ - global_steps 229850 loss: 0.15871858 04/13/2022 02:36:51 - INFO - __main__ - global_steps 229900 loss: 0.21942110 04/13/2022 02:36:55 - INFO - __main__ - global_steps 229950 loss: 0.24281027 04/13/2022 02:37:00 - INFO - __main__ - global_steps 230000 loss: 0.16418873 04/13/2022 02:37:00 - INFO - __main__ - ********** Running evaluating ********** 04/13/2022 02:37:04 - INFO - __main__ - ########## val_ar_acc 0.7100401606425703 ########## 04/13/2022 02:37:09 - INFO - __main__ - ########## val_bg_acc 0.755421686746988 ########## 04/13/2022 02:37:14 - INFO - __main__ - ########## val_de_acc 0.7654618473895582 ########## 04/13/2022 02:37:18 - INFO - __main__ - ########## val_el_acc 0.7401606425702811 ########## 04/13/2022 02:37:23 - INFO - __main__ - ########## val_en_acc 0.8449799196787149 ########## 04/13/2022 02:37:27 - INFO - __main__ - ########## val_es_acc 0.7847389558232932 ########## 04/13/2022 02:37:32 - INFO - __main__ - ########## val_fr_acc 0.7710843373493976 ########## 04/13/2022 02:37:37 - INFO - __main__ - ########## val_hi_acc 0.678714859437751 ########## 04/13/2022 02:37:41 - INFO - __main__ - ########## val_ru_acc 0.7305220883534137 ########## 04/13/2022 02:37:46 - INFO - __main__ - ########## val_sw_acc 0.6763052208835342 ########## 04/13/2022 02:37:50 - INFO - __main__ - ########## val_th_acc 0.6931726907630522 ########## 04/13/2022 02:37:54 - INFO - __main__ - ########## val_tr_acc 0.7116465863453815 ########## 04/13/2022 02:37:59 - INFO - __main__ - ########## val_ur_acc 0.6369477911646586 ########## 04/13/2022 02:38:04 - INFO - __main__ - ########## val_vi_acc 0.7269076305220884 ########## 04/13/2022 02:38:08 - INFO - __main__ - ########## val_zh_acc 0.7373493975903614 ########## 04/13/2022 02:38:17 - INFO - __main__ - ########## test_ar_acc 0.718562874251497 ########## 04/13/2022 02:38:26 - INFO - __main__ - ########## test_bg_acc 0.7660678642714571 ########## 04/13/2022 02:38:35 - INFO - __main__ - ########## test_de_acc 0.7626746506986027 ########## 04/13/2022 02:38:45 - INFO - __main__ - ########## test_el_acc 0.7582834331337326 ########## 04/13/2022 02:38:54 - INFO - __main__ - ########## test_en_acc 0.8431137724550898 ########## 04/13/2022 02:39:03 - INFO - __main__ - ########## test_es_acc 0.7890219560878243 ########## 04/13/2022 02:39:12 - INFO - __main__ - ########## test_fr_acc 0.7820359281437126 ########## 04/13/2022 02:39:22 - INFO - __main__ - ########## test_hi_acc 0.6784431137724551 ########## 04/13/2022 02:39:31 - INFO - __main__ - ########## test_ru_acc 0.7463073852295409 ########## 04/13/2022 02:39:40 - INFO - __main__ - ########## test_sw_acc 0.6792415169660678 ########## 04/13/2022 02:39:49 - INFO - __main__ - ########## test_th_acc 0.6926147704590818 ########## 04/13/2022 02:39:58 - INFO - __main__ - ########## test_tr_acc 0.7039920159680638 ########## 04/13/2022 02:40:07 - INFO - __main__ - ########## test_ur_acc 0.6483033932135729 ########## 04/13/2022 02:40:17 - INFO - __main__ - ########## test_vi_acc 0.7279441117764471 ########## 04/13/2022 02:40:26 - INFO - __main__ - ########## test_zh_acc 0.7323353293413174 ########## 04/13/2022 02:40:26 - INFO - __main__ - val_ar_acc = 0.7100401606425703 04/13/2022 02:40:26 - INFO - __main__ - val_bg_acc = 0.755421686746988 04/13/2022 02:40:26 - INFO - __main__ - val_de_acc = 0.7654618473895582 04/13/2022 02:40:26 - INFO - __main__ - val_el_acc = 0.7401606425702811 04/13/2022 02:40:26 - INFO - __main__ - val_en_acc = 0.8449799196787149 04/13/2022 02:40:26 - INFO - __main__ - val_es_acc = 0.7847389558232932 04/13/2022 02:40:26 - INFO - __main__ - val_fr_acc = 0.7710843373493976 04/13/2022 02:40:26 - INFO - __main__ - val_hi_acc = 0.678714859437751 04/13/2022 02:40:26 - INFO - __main__ - val_ru_acc = 0.7305220883534137 04/13/2022 02:40:26 - INFO - __main__ - val_sw_acc = 0.6763052208835342 04/13/2022 02:40:26 - INFO - __main__ - val_th_acc = 0.6931726907630522 04/13/2022 02:40:26 - INFO - __main__ - val_tr_acc = 0.7116465863453815 04/13/2022 02:40:26 - INFO - __main__ - val_ur_acc = 0.6369477911646586 04/13/2022 02:40:26 - INFO - __main__ - val_vi_acc = 0.7269076305220884 04/13/2022 02:40:26 - INFO - __main__ - val_zh_acc = 0.7373493975903614 04/13/2022 02:40:26 - INFO - __main__ - val_avg_acc = 0.7308969210174028 04/13/2022 02:40:26 - INFO - __main__ - test_ar_acc = 0.718562874251497 04/13/2022 02:40:26 - INFO - __main__ - test_bg_acc = 0.7660678642714571 04/13/2022 02:40:26 - INFO - __main__ - test_de_acc = 0.7626746506986027 04/13/2022 02:40:26 - INFO - __main__ - test_el_acc = 0.7582834331337326 04/13/2022 02:40:26 - INFO - __main__ - test_en_acc = 0.8431137724550898 04/13/2022 02:40:26 - INFO - __main__ - test_es_acc = 0.7890219560878243 04/13/2022 02:40:26 - INFO - __main__ - test_fr_acc = 0.7820359281437126 04/13/2022 02:40:26 - INFO - __main__ - test_hi_acc = 0.6784431137724551 04/13/2022 02:40:26 - INFO - __main__ - test_ru_acc = 0.7463073852295409 04/13/2022 02:40:26 - INFO - __main__ - test_sw_acc = 0.6792415169660678 04/13/2022 02:40:26 - INFO - __main__ - test_th_acc = 0.6926147704590818 04/13/2022 02:40:26 - INFO - __main__ - test_tr_acc = 0.7039920159680638 04/13/2022 02:40:26 - INFO - __main__ - test_ur_acc = 0.6483033932135729 04/13/2022 02:40:26 - INFO - __main__ - test_vi_acc = 0.7279441117764471 04/13/2022 02:40:26 - INFO - __main__ - test_zh_acc = 0.7323353293413174 04/13/2022 02:40:26 - INFO - __main__ - test_avg_acc = 0.7352628077178973 04/13/2022 02:40:27 - INFO - utils - remove old ckpt: xnli_right_avg_new/ckpt/step-230000-test_avg_acc-0.7352628077178973-val_avg_acc-0.7308969210174028 04/13/2022 02:40:27 - INFO - __main__ - ********** Evaluating Done ********** 04/13/2022 02:40:31 - INFO - __main__ - global_steps 230050 loss: 0.23691319 04/13/2022 02:40:36 - INFO - __main__ - global_steps 230100 loss: 0.20404568 04/13/2022 02:40:40 - INFO - __main__ - global_steps 230150 loss: 0.23909693 04/13/2022 02:40:45 - INFO - __main__ - global_steps 230200 loss: 0.21702714 04/13/2022 02:40:49 - INFO - __main__ - global_steps 230250 loss: 0.22367348 04/13/2022 02:40:54 - INFO - __main__ - global_steps 230300 loss: 0.23215220 04/13/2022 02:40:59 - INFO - __main__ - global_steps 230350 loss: 0.17600789 04/13/2022 02:41:03 - INFO - __main__ - global_steps 230400 loss: 0.16040177 04/13/2022 02:41:08 - INFO - __main__ - global_steps 230450 loss: 0.18777604 04/13/2022 02:41:12 - INFO - __main__ - global_steps 230500 loss: 0.13725927 04/13/2022 02:41:17 - INFO - __main__ - global_steps 230550 loss: 0.20228405 04/13/2022 02:41:22 - INFO - __main__ - global_steps 230600 loss: 0.23062779 04/13/2022 02:41:26 - INFO - __main__ - global_steps 230650 loss: 0.18407129 04/13/2022 02:41:31 - INFO - __main__ - global_steps 230700 loss: 0.19945038 04/13/2022 02:41:35 - INFO - __main__ - global_steps 230750 loss: 0.18327748 04/13/2022 02:41:40 - INFO - __main__ - global_steps 230800 loss: 0.24496258 04/13/2022 02:41:45 - INFO - __main__ - global_steps 230850 loss: 0.22027550 04/13/2022 02:41:49 - INFO - __main__ - global_steps 230900 loss: 0.17761132 04/13/2022 02:41:54 - INFO - __main__ - global_steps 230950 loss: 0.21274340 04/13/2022 02:41:58 - INFO - __main__ - global_steps 231000 loss: 0.18875948 04/13/2022 02:42:03 - INFO - __main__ - global_steps 231050 loss: 0.22721325 04/13/2022 02:42:07 - INFO - __main__ - global_steps 231100 loss: 0.20799996 04/13/2022 02:42:11 - INFO - __main__ - global_steps 231150 loss: 0.21913762 04/13/2022 02:42:15 - INFO - __main__ - global_steps 231200 loss: 0.21429640 04/13/2022 02:42:20 - INFO - __main__ - global_steps 231250 loss: 0.16051284 04/13/2022 02:42:25 - INFO - __main__ - global_steps 231300 loss: 0.27413365 04/13/2022 02:42:29 - INFO - __main__ - global_steps 231350 loss: 0.22333195 04/13/2022 02:42:34 - INFO - __main__ - global_steps 231400 loss: 0.26362948 04/13/2022 02:42:38 - INFO - __main__ - global_steps 231450 loss: 0.21598092 04/13/2022 02:42:43 - INFO - __main__ - global_steps 231500 loss: 0.21233064 04/13/2022 02:42:48 - INFO - __main__ - global_steps 231550 loss: 0.23260013 04/13/2022 02:42:52 - INFO - __main__ - global_steps 231600 loss: 0.19585491 04/13/2022 02:42:57 - INFO - __main__ - global_steps 231650 loss: 0.21362740 04/13/2022 02:43:01 - INFO - __main__ - global_steps 231700 loss: 0.18533248 04/13/2022 02:43:06 - INFO - __main__ - global_steps 231750 loss: 0.17134355 04/13/2022 02:43:11 - INFO - __main__ - global_steps 231800 loss: 0.26039214 04/13/2022 02:43:15 - INFO - __main__ - global_steps 231850 loss: 0.17723908 04/13/2022 02:43:20 - INFO - __main__ - global_steps 231900 loss: 0.21953738 04/13/2022 02:43:24 - INFO - __main__ - global_steps 231950 loss: 0.19836839 04/13/2022 02:43:29 - INFO - __main__ - global_steps 232000 loss: 0.30520871 04/13/2022 02:43:33 - INFO - __main__ - global_steps 232050 loss: 0.20743704 04/13/2022 02:43:38 - INFO - __main__ - global_steps 232100 loss: 0.20593963 04/13/2022 02:43:42 - INFO - __main__ - global_steps 232150 loss: 0.22779895 04/13/2022 02:43:47 - INFO - __main__ - global_steps 232200 loss: 0.21783208 04/13/2022 02:43:51 - INFO - __main__ - global_steps 232250 loss: 0.18197748 04/13/2022 02:43:56 - INFO - __main__ - global_steps 232300 loss: 0.24974555 04/13/2022 02:44:01 - INFO - __main__ - global_steps 232350 loss: 0.21685905 04/13/2022 02:44:05 - INFO - __main__ - global_steps 232400 loss: 0.23723500 04/13/2022 02:44:10 - INFO - __main__ - global_steps 232450 loss: 0.17538569 04/13/2022 02:44:14 - INFO - __main__ - global_steps 232500 loss: 0.19772913 04/13/2022 02:44:14 - INFO - __main__ - ********** Running evaluating ********** 04/13/2022 02:44:19 - INFO - __main__ - ########## val_ar_acc 0.6871485943775101 ########## 04/13/2022 02:44:23 - INFO - __main__ - ########## val_bg_acc 0.7305220883534137 ########## 04/13/2022 02:44:28 - INFO - __main__ - ########## val_de_acc 0.7429718875502008 ########## 04/13/2022 02:44:33 - INFO - __main__ - ########## val_el_acc 0.7269076305220884 ########## 04/13/2022 02:44:37 - INFO - __main__ - ########## val_en_acc 0.8329317269076305 ########## 04/13/2022 02:44:41 - INFO - __main__ - ########## val_es_acc 0.7686746987951807 ########## 04/13/2022 02:44:46 - INFO - __main__ - ########## val_fr_acc 0.7586345381526104 ########## 04/13/2022 02:44:51 - INFO - __main__ - ########## val_hi_acc 0.659437751004016 ########## 04/13/2022 02:44:56 - INFO - __main__ - ########## val_ru_acc 0.7156626506024096 ########## 04/13/2022 02:45:00 - INFO - __main__ - ########## val_sw_acc 0.6582329317269077 ########## 04/13/2022 02:45:04 - INFO - __main__ - ########## val_th_acc 0.668273092369478 ########## 04/13/2022 02:45:09 - INFO - __main__ - ########## val_tr_acc 0.6959839357429719 ########## 04/13/2022 02:45:13 - INFO - __main__ - ########## val_ur_acc 0.6180722891566265 ########## 04/13/2022 02:45:18 - INFO - __main__ - ########## val_vi_acc 0.706425702811245 ########## 04/13/2022 02:45:22 - INFO - __main__ - ########## val_zh_acc 0.721285140562249 ########## 04/13/2022 02:45:31 - INFO - __main__ - ########## test_ar_acc 0.6992015968063873 ########## 04/13/2022 02:45:41 - INFO - __main__ - ########## test_bg_acc 0.7518962075848303 ########## 04/13/2022 02:45:50 - INFO - __main__ - ########## test_de_acc 0.7471057884231537 ########## 04/13/2022 02:45:59 - INFO - __main__ - ########## test_el_acc 0.7321357285429142 ########## 04/13/2022 02:46:08 - INFO - __main__ - ########## test_en_acc 0.8321357285429142 ########## 04/13/2022 02:46:17 - INFO - __main__ - ########## test_es_acc 0.7698602794411178 ########## 04/13/2022 02:46:27 - INFO - __main__ - ########## test_fr_acc 0.7654690618762475 ########## 04/13/2022 02:46:36 - INFO - __main__ - ########## test_hi_acc 0.656686626746507 ########## 04/13/2022 02:46:46 - INFO - __main__ - ########## test_ru_acc 0.7307385229540918 ########## 04/13/2022 02:46:55 - INFO - __main__ - ########## test_sw_acc 0.6598802395209581 ########## 04/13/2022 02:47:04 - INFO - __main__ - ########## test_th_acc 0.6730538922155689 ########## 04/13/2022 02:47:12 - INFO - __main__ - ########## test_tr_acc 0.694810379241517 ########## 04/13/2022 02:47:22 - INFO - __main__ - ########## test_ur_acc 0.6295409181636726 ########## 04/13/2022 02:47:31 - INFO - __main__ - ########## test_vi_acc 0.7145708582834331 ########## 04/13/2022 02:47:40 - INFO - __main__ - ########## test_zh_acc 0.716566866267465 ########## 04/13/2022 02:47:40 - INFO - __main__ - val_ar_acc = 0.6871485943775101 04/13/2022 02:47:40 - INFO - __main__ - val_bg_acc = 0.7305220883534137 04/13/2022 02:47:40 - INFO - __main__ - val_de_acc = 0.7429718875502008 04/13/2022 02:47:40 - INFO - __main__ - val_el_acc = 0.7269076305220884 04/13/2022 02:47:40 - INFO - __main__ - val_en_acc = 0.8329317269076305 04/13/2022 02:47:40 - INFO - __main__ - val_es_acc = 0.7686746987951807 04/13/2022 02:47:40 - INFO - __main__ - val_fr_acc = 0.7586345381526104 04/13/2022 02:47:40 - INFO - __main__ - val_hi_acc = 0.659437751004016 04/13/2022 02:47:40 - INFO - __main__ - val_ru_acc = 0.7156626506024096 04/13/2022 02:47:40 - INFO - __main__ - val_sw_acc = 0.6582329317269077 04/13/2022 02:47:40 - INFO - __main__ - val_th_acc = 0.668273092369478 04/13/2022 02:47:40 - INFO - __main__ - val_tr_acc = 0.6959839357429719 04/13/2022 02:47:40 - INFO - __main__ - val_ur_acc = 0.6180722891566265 04/13/2022 02:47:40 - INFO - __main__ - val_vi_acc = 0.706425702811245 04/13/2022 02:47:40 - INFO - __main__ - val_zh_acc = 0.721285140562249 04/13/2022 02:47:40 - INFO - __main__ - val_avg_acc = 0.7127443105756359 04/13/2022 02:47:40 - INFO - __main__ - test_ar_acc = 0.6992015968063873 04/13/2022 02:47:40 - INFO - __main__ - test_bg_acc = 0.7518962075848303 04/13/2022 02:47:40 - INFO - __main__ - test_de_acc = 0.7471057884231537 04/13/2022 02:47:40 - INFO - __main__ - test_el_acc = 0.7321357285429142 04/13/2022 02:47:40 - INFO - __main__ - test_en_acc = 0.8321357285429142 04/13/2022 02:47:40 - INFO - __main__ - test_es_acc = 0.7698602794411178 04/13/2022 02:47:40 - INFO - __main__ - test_fr_acc = 0.7654690618762475 04/13/2022 02:47:40 - INFO - __main__ - test_hi_acc = 0.656686626746507 04/13/2022 02:47:40 - INFO - __main__ - test_ru_acc = 0.7307385229540918 04/13/2022 02:47:40 - INFO - __main__ - test_sw_acc = 0.6598802395209581 04/13/2022 02:47:40 - INFO - __main__ - test_th_acc = 0.6730538922155689 04/13/2022 02:47:40 - INFO - __main__ - test_tr_acc = 0.694810379241517 04/13/2022 02:47:40 - INFO - __main__ - test_ur_acc = 0.6295409181636726 04/13/2022 02:47:40 - INFO - __main__ - test_vi_acc = 0.7145708582834331 04/13/2022 02:47:40 - INFO - __main__ - test_zh_acc = 0.716566866267465 04/13/2022 02:47:40 - INFO - __main__ - test_avg_acc = 0.718243512974052 04/13/2022 02:47:41 - INFO - utils - remove old ckpt: xnli_right_avg_new/ckpt/step-232500-test_avg_acc-0.718243512974052-val_avg_acc-0.7127443105756359 04/13/2022 02:47:41 - INFO - __main__ - ********** Evaluating Done ********** 04/13/2022 02:47:46 - INFO - __main__ - global_steps 232550 loss: 0.19324096 04/13/2022 02:47:51 - INFO - __main__ - global_steps 232600 loss: 0.25781095 04/13/2022 02:47:55 - INFO - __main__ - global_steps 232650 loss: 0.24568635 04/13/2022 02:48:00 - INFO - __main__ - global_steps 232700 loss: 0.20474876 04/13/2022 02:48:05 - INFO - __main__ - global_steps 232750 loss: 0.20569636 04/13/2022 02:48:09 - INFO - __main__ - global_steps 232800 loss: 0.17955340 04/13/2022 02:48:14 - INFO - __main__ - global_steps 232850 loss: 0.22114692 04/13/2022 02:48:18 - INFO - __main__ - global_steps 232900 loss: 0.22338771 04/13/2022 02:48:23 - INFO - __main__ - global_steps 232950 loss: 0.22158992 04/13/2022 02:48:27 - INFO - __main__ - global_steps 233000 loss: 0.22708027 04/13/2022 02:48:32 - INFO - __main__ - global_steps 233050 loss: 0.19280041 04/13/2022 02:48:37 - INFO - __main__ - global_steps 233100 loss: 0.22639550 04/13/2022 02:48:41 - INFO - __main__ - global_steps 233150 loss: 0.20290678 04/13/2022 02:48:46 - INFO - __main__ - global_steps 233200 loss: 0.20506383 04/13/2022 02:48:50 - INFO - __main__ - global_steps 233250 loss: 0.18290602 04/13/2022 02:48:55 - INFO - __main__ - global_steps 233300 loss: 0.18709642 04/13/2022 02:49:00 - INFO - __main__ - global_steps 233350 loss: 0.24253163 04/13/2022 02:49:04 - INFO - __main__ - global_steps 233400 loss: 0.21455384 04/13/2022 02:49:09 - INFO - __main__ - global_steps 233450 loss: 0.16707549 04/13/2022 02:49:14 - INFO - __main__ - global_steps 233500 loss: 0.21772174 04/13/2022 02:49:18 - INFO - __main__ - global_steps 233550 loss: 0.19617595 04/13/2022 02:49:23 - INFO - __main__ - global_steps 233600 loss: 0.22153452 04/13/2022 02:49:27 - INFO - __main__ - global_steps 233650 loss: 0.20221006 04/13/2022 02:49:32 - INFO - __main__ - global_steps 233700 loss: 0.16482011 04/13/2022 02:49:36 - INFO - __main__ - global_steps 233750 loss: 0.19133270 04/13/2022 02:49:41 - INFO - __main__ - global_steps 233800 loss: 0.24133615 04/13/2022 02:49:46 - INFO - __main__ - global_steps 233850 loss: 0.20676159 04/13/2022 02:49:50 - INFO - __main__ - global_steps 233900 loss: 0.30061632 04/13/2022 02:49:55 - INFO - __main__ - global_steps 233950 loss: 0.23043760 04/13/2022 02:49:59 - INFO - __main__ - global_steps 234000 loss: 0.26919481 04/13/2022 02:50:04 - INFO - __main__ - global_steps 234050 loss: 0.26294551 04/13/2022 02:50:09 - INFO - __main__ - global_steps 234100 loss: 0.21945837 04/13/2022 02:50:13 - INFO - __main__ - global_steps 234150 loss: 0.17241656 04/13/2022 02:50:18 - INFO - __main__ - global_steps 234200 loss: 0.20769359 04/13/2022 02:50:23 - INFO - __main__ - global_steps 234250 loss: 0.19161055 04/13/2022 02:50:27 - INFO - __main__ - global_steps 234300 loss: 0.19911230 04/13/2022 02:50:32 - INFO - __main__ - global_steps 234350 loss: 0.20221993 04/13/2022 02:50:36 - INFO - __main__ - global_steps 234400 loss: 0.17765506 04/13/2022 02:50:41 - INFO - __main__ - global_steps 234450 loss: 0.22520506 04/13/2022 02:50:46 - INFO - __main__ - global_steps 234500 loss: 0.15178209 04/13/2022 02:50:50 - INFO - __main__ - global_steps 234550 loss: 0.17533780 04/13/2022 02:50:55 - INFO - __main__ - global_steps 234600 loss: 0.22205319 04/13/2022 02:50:59 - INFO - __main__ - global_steps 234650 loss: 0.17075375 04/13/2022 02:51:03 - INFO - __main__ - global_steps 234700 loss: 0.18284673 04/13/2022 02:51:08 - INFO - __main__ - global_steps 234750 loss: 0.26148818 04/13/2022 02:51:12 - INFO - __main__ - global_steps 234800 loss: 0.15797073 04/13/2022 02:51:17 - INFO - __main__ - global_steps 234850 loss: 0.23985978 04/13/2022 02:51:22 - INFO - __main__ - global_steps 234900 loss: 0.17247503 04/13/2022 02:51:26 - INFO - __main__ - global_steps 234950 loss: 0.22377733 04/13/2022 02:51:31 - INFO - __main__ - global_steps 235000 loss: 0.16349300 04/13/2022 02:51:31 - INFO - __main__ - ********** Running evaluating ********** 04/13/2022 02:51:35 - INFO - __main__ - ########## val_ar_acc 0.6887550200803213 ########## 04/13/2022 02:51:40 - INFO - __main__ - ########## val_bg_acc 0.7273092369477911 ########## 04/13/2022 02:51:44 - INFO - __main__ - ########## val_de_acc 0.7365461847389558 ########## 04/13/2022 02:51:49 - INFO - __main__ - ########## val_el_acc 0.7168674698795181 ########## 04/13/2022 02:51:53 - INFO - __main__ - ########## val_en_acc 0.8333333333333334 ########## 04/13/2022 02:51:58 - INFO - __main__ - ########## val_es_acc 0.7646586345381526 ########## 04/13/2022 02:52:02 - INFO - __main__ - ########## val_fr_acc 0.751004016064257 ########## 04/13/2022 02:52:07 - INFO - __main__ - ########## val_hi_acc 0.6465863453815262 ########## 04/13/2022 02:52:11 - INFO - __main__ - ########## val_ru_acc 0.7116465863453815 ########## 04/13/2022 02:52:16 - INFO - __main__ - ########## val_sw_acc 0.6441767068273092 ########## 04/13/2022 02:52:20 - INFO - __main__ - ########## val_th_acc 0.6634538152610442 ########## 04/13/2022 02:52:24 - INFO - __main__ - ########## val_tr_acc 0.6807228915662651 ########## 04/13/2022 02:52:28 - INFO - __main__ - ########## val_ur_acc 0.5991967871485944 ########## 04/13/2022 02:52:33 - INFO - __main__ - ########## val_vi_acc 0.6923694779116466 ########## 04/13/2022 02:52:37 - INFO - __main__ - ########## val_zh_acc 0.706425702811245 ########## 04/13/2022 02:52:46 - INFO - __main__ - ########## test_ar_acc 0.689620758483034 ########## 04/13/2022 02:52:56 - INFO - __main__ - ########## test_bg_acc 0.7427145708582834 ########## 04/13/2022 02:53:04 - INFO - __main__ - ########## test_de_acc 0.7393213572854291 ########## 04/13/2022 02:53:13 - INFO - __main__ - ########## test_el_acc 0.7159680638722555 ########## 04/13/2022 02:53:22 - INFO - __main__ - ########## test_en_acc 0.8289421157684631 ########## 04/13/2022 02:53:31 - INFO - __main__ - ########## test_es_acc 0.7606786427145709 ########## 04/13/2022 02:53:40 - INFO - __main__ - ########## test_fr_acc 0.7592814371257485 ########## 04/13/2022 02:53:50 - INFO - __main__ - ########## test_hi_acc 0.6449101796407186 ########## 04/13/2022 02:53:59 - INFO - __main__ - ########## test_ru_acc 0.7193612774451098 ########## 04/13/2022 02:54:08 - INFO - __main__ - ########## test_sw_acc 0.653692614770459 ########## 04/13/2022 02:54:17 - INFO - __main__ - ########## test_th_acc 0.6616766467065869 ########## 04/13/2022 02:54:26 - INFO - __main__ - ########## test_tr_acc 0.6806387225548902 ########## 04/13/2022 02:54:35 - INFO - __main__ - ########## test_ur_acc 0.611377245508982 ########## 04/13/2022 02:54:44 - INFO - __main__ - ########## test_vi_acc 0.7055888223552894 ########## 04/13/2022 02:54:53 - INFO - __main__ - ########## test_zh_acc 0.7007984031936128 ########## 04/13/2022 02:54:53 - INFO - __main__ - val_ar_acc = 0.6887550200803213 04/13/2022 02:54:53 - INFO - __main__ - val_bg_acc = 0.7273092369477911 04/13/2022 02:54:53 - INFO - __main__ - val_de_acc = 0.7365461847389558 04/13/2022 02:54:53 - INFO - __main__ - val_el_acc = 0.7168674698795181 04/13/2022 02:54:53 - INFO - __main__ - val_en_acc = 0.8333333333333334 04/13/2022 02:54:53 - INFO - __main__ - val_es_acc = 0.7646586345381526 04/13/2022 02:54:53 - INFO - __main__ - val_fr_acc = 0.751004016064257 04/13/2022 02:54:53 - INFO - __main__ - val_hi_acc = 0.6465863453815262 04/13/2022 02:54:53 - INFO - __main__ - val_ru_acc = 0.7116465863453815 04/13/2022 02:54:53 - INFO - __main__ - val_sw_acc = 0.6441767068273092 04/13/2022 02:54:53 - INFO - __main__ - val_th_acc = 0.6634538152610442 04/13/2022 02:54:53 - INFO - __main__ - val_tr_acc = 0.6807228915662651 04/13/2022 02:54:53 - INFO - __main__ - val_ur_acc = 0.5991967871485944 04/13/2022 02:54:53 - INFO - __main__ - val_vi_acc = 0.6923694779116466 04/13/2022 02:54:53 - INFO - __main__ - val_zh_acc = 0.706425702811245 04/13/2022 02:54:53 - INFO - __main__ - val_avg_acc = 0.7042034805890228 04/13/2022 02:54:53 - INFO - __main__ - test_ar_acc = 0.689620758483034 04/13/2022 02:54:53 - INFO - __main__ - test_bg_acc = 0.7427145708582834 04/13/2022 02:54:53 - INFO - __main__ - test_de_acc = 0.7393213572854291 04/13/2022 02:54:53 - INFO - __main__ - test_el_acc = 0.7159680638722555 04/13/2022 02:54:53 - INFO - __main__ - test_en_acc = 0.8289421157684631 04/13/2022 02:54:53 - INFO - __main__ - test_es_acc = 0.7606786427145709 04/13/2022 02:54:53 - INFO - __main__ - test_fr_acc = 0.7592814371257485 04/13/2022 02:54:53 - INFO - __main__ - test_hi_acc = 0.6449101796407186 04/13/2022 02:54:53 - INFO - __main__ - test_ru_acc = 0.7193612774451098 04/13/2022 02:54:53 - INFO - __main__ - test_sw_acc = 0.653692614770459 04/13/2022 02:54:53 - INFO - __main__ - test_th_acc = 0.6616766467065869 04/13/2022 02:54:53 - INFO - __main__ - test_tr_acc = 0.6806387225548902 04/13/2022 02:54:53 - INFO - __main__ - test_ur_acc = 0.611377245508982 04/13/2022 02:54:53 - INFO - __main__ - test_vi_acc = 0.7055888223552894 04/13/2022 02:54:53 - INFO - __main__ - test_zh_acc = 0.7007984031936128 04/13/2022 02:54:53 - INFO - __main__ - test_avg_acc = 0.7076380572188955 04/13/2022 02:54:54 - INFO - utils - remove old ckpt: xnli_right_avg_new/ckpt/step-235000-test_avg_acc-0.7076380572188955-val_avg_acc-0.7042034805890228 04/13/2022 02:54:54 - INFO - __main__ - ********** Evaluating Done ********** 04/13/2022 02:54:59 - INFO - __main__ - global_steps 235050 loss: 0.21719176 04/13/2022 02:55:03 - INFO - __main__ - global_steps 235100 loss: 0.13897031 04/13/2022 02:55:07 - INFO - __main__ - global_steps 235150 loss: 0.19981130 04/13/2022 02:55:12 - INFO - __main__ - global_steps 235200 loss: 0.25125647 04/13/2022 02:55:17 - INFO - __main__ - global_steps 235250 loss: 0.19713731 04/13/2022 02:55:21 - INFO - __main__ - global_steps 235300 loss: 0.17704952 04/13/2022 02:55:26 - INFO - __main__ - global_steps 235350 loss: 0.21317215 04/13/2022 02:55:30 - INFO - __main__ - global_steps 235400 loss: 0.21258423 04/13/2022 02:55:35 - INFO - __main__ - global_steps 235450 loss: 0.21015731 04/13/2022 02:55:39 - INFO - __main__ - global_steps 235500 loss: 0.22419999 04/13/2022 02:55:44 - INFO - __main__ - global_steps 235550 loss: 0.20454707 04/13/2022 02:55:48 - INFO - __main__ - global_steps 235600 loss: 0.17761440 04/13/2022 02:55:53 - INFO - __main__ - global_steps 235650 loss: 0.19317428 04/13/2022 02:55:58 - INFO - __main__ - global_steps 235700 loss: 0.19836132 04/13/2022 02:56:02 - INFO - __main__ - global_steps 235750 loss: 0.22032444 04/13/2022 02:56:07 - INFO - __main__ - global_steps 235800 loss: 0.20191831 04/13/2022 02:56:12 - INFO - __main__ - global_steps 235850 loss: 0.20036915 04/13/2022 02:56:16 - INFO - __main__ - global_steps 235900 loss: 0.20438644 04/13/2022 02:56:21 - INFO - __main__ - global_steps 235950 loss: 0.27341433 04/13/2022 02:56:26 - INFO - __main__ - global_steps 236000 loss: 0.28252627 04/13/2022 02:56:30 - INFO - __main__ - global_steps 236050 loss: 0.18282570 04/13/2022 02:56:35 - INFO - __main__ - global_steps 236100 loss: 0.14034942 04/13/2022 02:56:39 - INFO - __main__ - global_steps 236150 loss: 0.24255392 04/13/2022 02:56:44 - INFO - __main__ - global_steps 236200 loss: 0.24524428 04/13/2022 02:56:49 - INFO - __main__ - global_steps 236250 loss: 0.20398055 04/13/2022 02:56:53 - INFO - __main__ - global_steps 236300 loss: 0.19323873 04/13/2022 02:56:57 - INFO - __main__ - global_steps 236350 loss: 0.24507150 04/13/2022 02:57:02 - INFO - __main__ - global_steps 236400 loss: 0.24692036 04/13/2022 02:57:06 - INFO - __main__ - global_steps 236450 loss: 0.18896515 04/13/2022 02:57:11 - INFO - __main__ - global_steps 236500 loss: 0.21022328 04/13/2022 02:57:15 - INFO - __main__ - global_steps 236550 loss: 0.25135821 04/13/2022 02:57:20 - INFO - __main__ - global_steps 236600 loss: 0.15834533 04/13/2022 02:57:24 - INFO - __main__ - global_steps 236650 loss: 0.11848198 04/13/2022 02:57:29 - INFO - __main__ - global_steps 236700 loss: 0.21822338 04/13/2022 02:57:34 - INFO - __main__ - global_steps 236750 loss: 0.18308636 04/13/2022 02:57:38 - INFO - __main__ - global_steps 236800 loss: 0.19660194 04/13/2022 02:57:43 - INFO - __main__ - global_steps 236850 loss: 0.26463207 04/13/2022 02:57:47 - INFO - __main__ - global_steps 236900 loss: 0.19478896 04/13/2022 02:57:52 - INFO - __main__ - global_steps 236950 loss: 0.23509406 04/13/2022 02:57:57 - INFO - __main__ - global_steps 237000 loss: 0.20886798 04/13/2022 02:58:01 - INFO - __main__ - global_steps 237050 loss: 0.25281090 04/13/2022 02:58:06 - INFO - __main__ - global_steps 237100 loss: 0.21635092 04/13/2022 02:58:11 - INFO - __main__ - global_steps 237150 loss: 0.24109831 04/13/2022 02:58:15 - INFO - __main__ - global_steps 237200 loss: 0.18178733 04/13/2022 02:58:20 - INFO - __main__ - global_steps 237250 loss: 0.18991692 04/13/2022 02:58:24 - INFO - __main__ - global_steps 237300 loss: 0.20799843 04/13/2022 02:58:29 - INFO - __main__ - global_steps 237350 loss: 0.19876548 04/13/2022 02:58:34 - INFO - __main__ - global_steps 237400 loss: 0.12226244 04/13/2022 02:58:38 - INFO - __main__ - global_steps 237450 loss: 0.17142704 04/13/2022 02:58:43 - INFO - __main__ - global_steps 237500 loss: 0.19706341 04/13/2022 02:58:43 - INFO - __main__ - ********** Running evaluating ********** 04/13/2022 02:58:47 - INFO - __main__ - ########## val_ar_acc 0.7128514056224899 ########## 04/13/2022 02:58:52 - INFO - __main__ - ########## val_bg_acc 0.7461847389558233 ########## 04/13/2022 02:58:56 - INFO - __main__ - ########## val_de_acc 0.763855421686747 ########## 04/13/2022 02:59:00 - INFO - __main__ - ########## val_el_acc 0.7457831325301205 ########## 04/13/2022 02:59:05 - INFO - __main__ - ########## val_en_acc 0.8461847389558232 ########## 04/13/2022 02:59:09 - INFO - __main__ - ########## val_es_acc 0.7767068273092369 ########## 04/13/2022 02:59:14 - INFO - __main__ - ########## val_fr_acc 0.772289156626506 ########## 04/13/2022 02:59:19 - INFO - __main__ - ########## val_hi_acc 0.6646586345381527 ########## 04/13/2022 02:59:23 - INFO - __main__ - ########## val_ru_acc 0.7160642570281125 ########## 04/13/2022 02:59:27 - INFO - __main__ - ########## val_sw_acc 0.6626506024096386 ########## 04/13/2022 02:59:32 - INFO - __main__ - ########## val_th_acc 0.6819277108433734 ########## 04/13/2022 02:59:36 - INFO - __main__ - ########## val_tr_acc 0.7004016064257028 ########## 04/13/2022 02:59:41 - INFO - __main__ - ########## val_ur_acc 0.6188755020080321 ########## 04/13/2022 02:59:45 - INFO - __main__ - ########## val_vi_acc 0.7128514056224899 ########## 04/13/2022 02:59:50 - INFO - __main__ - ########## val_zh_acc 0.729718875502008 ########## 04/13/2022 02:59:58 - INFO - __main__ - ########## test_ar_acc 0.7171656686626746 ########## 04/13/2022 03:00:08 - INFO - __main__ - ########## test_bg_acc 0.7600798403193613 ########## 04/13/2022 03:00:17 - INFO - __main__ - ########## test_de_acc 0.7572854291417166 ########## 04/13/2022 03:00:26 - INFO - __main__ - ########## test_el_acc 0.744311377245509 ########## 04/13/2022 03:00:34 - INFO - __main__ - ########## test_en_acc 0.8417165668662675 ########## 04/13/2022 03:00:44 - INFO - __main__ - ########## test_es_acc 0.7800399201596806 ########## 04/13/2022 03:00:53 - INFO - __main__ - ########## test_fr_acc 0.7734530938123753 ########## 04/13/2022 03:01:03 - INFO - __main__ - ########## test_hi_acc 0.6654690618762475 ########## 04/13/2022 03:01:12 - INFO - __main__ - ########## test_ru_acc 0.7449101796407186 ########## 04/13/2022 03:01:21 - INFO - __main__ - ########## test_sw_acc 0.6672654690618762 ########## 04/13/2022 03:01:30 - INFO - __main__ - ########## test_th_acc 0.681437125748503 ########## 04/13/2022 03:01:38 - INFO - __main__ - ########## test_tr_acc 0.7 ########## 04/13/2022 03:01:48 - INFO - __main__ - ########## test_ur_acc 0.6349301397205589 ########## 04/13/2022 03:01:57 - INFO - __main__ - ########## test_vi_acc 0.7211576846307385 ########## 04/13/2022 03:02:06 - INFO - __main__ - ########## test_zh_acc 0.7243512974051897 ########## 04/13/2022 03:02:06 - INFO - __main__ - val_ar_acc = 0.7128514056224899 04/13/2022 03:02:06 - INFO - __main__ - val_bg_acc = 0.7461847389558233 04/13/2022 03:02:06 - INFO - __main__ - val_de_acc = 0.763855421686747 04/13/2022 03:02:06 - INFO - __main__ - val_el_acc = 0.7457831325301205 04/13/2022 03:02:06 - INFO - __main__ - val_en_acc = 0.8461847389558232 04/13/2022 03:02:06 - INFO - __main__ - val_es_acc = 0.7767068273092369 04/13/2022 03:02:06 - INFO - __main__ - val_fr_acc = 0.772289156626506 04/13/2022 03:02:06 - INFO - __main__ - val_hi_acc = 0.6646586345381527 04/13/2022 03:02:06 - INFO - __main__ - val_ru_acc = 0.7160642570281125 04/13/2022 03:02:06 - INFO - __main__ - val_sw_acc = 0.6626506024096386 04/13/2022 03:02:06 - INFO - __main__ - val_th_acc = 0.6819277108433734 04/13/2022 03:02:06 - INFO - __main__ - val_tr_acc = 0.7004016064257028 04/13/2022 03:02:06 - INFO - __main__ - val_ur_acc = 0.6188755020080321 04/13/2022 03:02:06 - INFO - __main__ - val_vi_acc = 0.7128514056224899 04/13/2022 03:02:06 - INFO - __main__ - val_zh_acc = 0.729718875502008 04/13/2022 03:02:06 - INFO - __main__ - val_avg_acc = 0.7234002677376172 04/13/2022 03:02:06 - INFO - __main__ - test_ar_acc = 0.7171656686626746 04/13/2022 03:02:06 - INFO - __main__ - test_bg_acc = 0.7600798403193613 04/13/2022 03:02:06 - INFO - __main__ - test_de_acc = 0.7572854291417166 04/13/2022 03:02:06 - INFO - __main__ - test_el_acc = 0.744311377245509 04/13/2022 03:02:06 - INFO - __main__ - test_en_acc = 0.8417165668662675 04/13/2022 03:02:06 - INFO - __main__ - test_es_acc = 0.7800399201596806 04/13/2022 03:02:06 - INFO - __main__ - test_fr_acc = 0.7734530938123753 04/13/2022 03:02:06 - INFO - __main__ - test_hi_acc = 0.6654690618762475 04/13/2022 03:02:06 - INFO - __main__ - test_ru_acc = 0.7449101796407186 04/13/2022 03:02:06 - INFO - __main__ - test_sw_acc = 0.6672654690618762 04/13/2022 03:02:06 - INFO - __main__ - test_th_acc = 0.681437125748503 04/13/2022 03:02:06 - INFO - __main__ - test_tr_acc = 0.7 04/13/2022 03:02:06 - INFO - __main__ - test_ur_acc = 0.6349301397205589 04/13/2022 03:02:06 - INFO - __main__ - test_vi_acc = 0.7211576846307385 04/13/2022 03:02:06 - INFO - __main__ - test_zh_acc = 0.7243512974051897 04/13/2022 03:02:06 - INFO - __main__ - test_avg_acc = 0.7275715236194277 04/13/2022 03:02:07 - INFO - utils - remove old ckpt: xnli_right_avg_new/ckpt/step-237500-test_avg_acc-0.7275715236194277-val_avg_acc-0.7234002677376172 04/13/2022 03:02:07 - INFO - __main__ - ********** Evaluating Done ********** 04/13/2022 03:02:11 - INFO - __main__ - global_steps 237550 loss: 0.20624061 04/13/2022 03:02:16 - INFO - __main__ - global_steps 237600 loss: 0.21254703 04/13/2022 03:02:21 - INFO - __main__ - global_steps 237650 loss: 0.25865396 04/13/2022 03:02:25 - INFO - __main__ - global_steps 237700 loss: 0.22105108 04/13/2022 03:02:29 - INFO - __main__ - global_steps 237750 loss: 0.25091774 04/13/2022 03:02:34 - INFO - __main__ - global_steps 237800 loss: 0.18331290 04/13/2022 03:02:38 - INFO - __main__ - global_steps 237850 loss: 0.21961006 04/13/2022 03:02:42 - INFO - __main__ - global_steps 237900 loss: 0.21892331 04/13/2022 03:02:47 - INFO - __main__ - global_steps 237950 loss: 0.23893811 04/13/2022 03:02:52 - INFO - __main__ - global_steps 238000 loss: 0.17045968 04/13/2022 03:02:56 - INFO - __main__ - global_steps 238050 loss: 0.16691834 04/13/2022 03:03:01 - INFO - __main__ - global_steps 238100 loss: 0.18218898 04/13/2022 03:03:05 - INFO - __main__ - global_steps 238150 loss: 0.25531771 04/13/2022 03:03:10 - INFO - __main__ - global_steps 238200 loss: 0.21664961 04/13/2022 03:03:14 - INFO - __main__ - global_steps 238250 loss: 0.16248278 04/13/2022 03:03:18 - INFO - __main__ - global_steps 238300 loss: 0.17646034 04/13/2022 03:03:23 - INFO - __main__ - global_steps 238350 loss: 0.19338456 04/13/2022 03:03:28 - INFO - __main__ - global_steps 238400 loss: 0.17916413 04/13/2022 03:03:32 - INFO - __main__ - global_steps 238450 loss: 0.29783615 04/13/2022 03:03:37 - INFO - __main__ - global_steps 238500 loss: 0.19862046 04/13/2022 03:03:41 - INFO - __main__ - global_steps 238550 loss: 0.28034377 04/13/2022 03:03:46 - INFO - __main__ - global_steps 238600 loss: 0.19741265 04/13/2022 03:03:51 - INFO - __main__ - global_steps 238650 loss: 0.23179653 04/13/2022 03:03:55 - INFO - __main__ - global_steps 238700 loss: 0.15147338 04/13/2022 03:04:00 - INFO - __main__ - global_steps 238750 loss: 0.13577700 04/13/2022 03:04:05 - INFO - __main__ - global_steps 238800 loss: 0.15776123 04/13/2022 03:04:09 - INFO - __main__ - global_steps 238850 loss: 0.14426170 04/13/2022 03:04:14 - INFO - __main__ - global_steps 238900 loss: 0.20483909 04/13/2022 03:04:19 - INFO - __main__ - global_steps 238950 loss: 0.23244413 04/13/2022 03:04:23 - INFO - __main__ - global_steps 239000 loss: 0.22553637 04/13/2022 03:04:28 - INFO - __main__ - global_steps 239050 loss: 0.18773788 04/13/2022 03:04:32 - INFO - __main__ - global_steps 239100 loss: 0.18368747 04/13/2022 03:04:37 - INFO - __main__ - global_steps 239150 loss: 0.16621185 04/13/2022 03:04:42 - INFO - __main__ - global_steps 239200 loss: 0.19557283 04/13/2022 03:04:46 - INFO - __main__ - global_steps 239250 loss: 0.25660287 04/13/2022 03:04:51 - INFO - __main__ - global_steps 239300 loss: 0.20939029 04/13/2022 03:04:55 - INFO - __main__ - global_steps 239350 loss: 0.19665080 04/13/2022 03:05:00 - INFO - __main__ - global_steps 239400 loss: 0.14252454 04/13/2022 03:05:05 - INFO - __main__ - global_steps 239450 loss: 0.13838712 04/13/2022 03:05:09 - INFO - __main__ - global_steps 239500 loss: 0.23667081 04/13/2022 03:05:13 - INFO - __main__ - global_steps 239550 loss: 0.26972482 04/13/2022 03:05:18 - INFO - __main__ - global_steps 239600 loss: 0.15701146 04/13/2022 03:05:22 - INFO - __main__ - global_steps 239650 loss: 0.22156537 04/13/2022 03:05:27 - INFO - __main__ - global_steps 239700 loss: 0.17050055 04/13/2022 03:05:32 - INFO - __main__ - global_steps 239750 loss: 0.25693206 04/13/2022 03:05:36 - INFO - __main__ - global_steps 239800 loss: 0.22926804 04/13/2022 03:05:41 - INFO - __main__ - global_steps 239850 loss: 0.22139188 04/13/2022 03:05:45 - INFO - __main__ - global_steps 239900 loss: 0.27052975 04/13/2022 03:05:50 - INFO - __main__ - global_steps 239950 loss: 0.18157207 04/13/2022 03:05:55 - INFO - __main__ - global_steps 240000 loss: 0.21395978 04/13/2022 03:05:55 - INFO - __main__ - ********** Running evaluating ********** 04/13/2022 03:05:59 - INFO - __main__ - ########## val_ar_acc 0.6931726907630522 ########## 04/13/2022 03:06:04 - INFO - __main__ - ########## val_bg_acc 0.734136546184739 ########## 04/13/2022 03:06:08 - INFO - __main__ - ########## val_de_acc 0.7441767068273092 ########## 04/13/2022 03:06:13 - INFO - __main__ - ########## val_el_acc 0.7244979919678715 ########## 04/13/2022 03:06:17 - INFO - __main__ - ########## val_en_acc 0.834136546184739 ########## 04/13/2022 03:06:22 - INFO - __main__ - ########## val_es_acc 0.7738955823293173 ########## 04/13/2022 03:06:26 - INFO - __main__ - ########## val_fr_acc 0.7654618473895582 ########## 04/13/2022 03:06:31 - INFO - __main__ - ########## val_hi_acc 0.6630522088353413 ########## 04/13/2022 03:06:36 - INFO - __main__ - ########## val_ru_acc 0.714859437751004 ########## 04/13/2022 03:06:40 - INFO - __main__ - ########## val_sw_acc 0.6493975903614457 ########## 04/13/2022 03:06:45 - INFO - __main__ - ########## val_th_acc 0.6779116465863454 ########## 04/13/2022 03:06:49 - INFO - __main__ - ########## val_tr_acc 0.6923694779116466 ########## 04/13/2022 03:06:54 - INFO - __main__ - ########## val_ur_acc 0.6068273092369478 ########## 04/13/2022 03:06:58 - INFO - __main__ - ########## val_vi_acc 0.7080321285140563 ########## 04/13/2022 03:07:03 - INFO - __main__ - ########## val_zh_acc 0.7305220883534137 ########## 04/13/2022 03:07:11 - INFO - __main__ - ########## test_ar_acc 0.6958083832335329 ########## 04/13/2022 03:07:21 - INFO - __main__ - ########## test_bg_acc 0.7500998003992015 ########## 04/13/2022 03:07:30 - INFO - __main__ - ########## test_de_acc 0.7445109780439122 ########## 04/13/2022 03:07:40 - INFO - __main__ - ########## test_el_acc 0.7255489021956087 ########## 04/13/2022 03:07:48 - INFO - __main__ - ########## test_en_acc 0.8325349301397206 ########## 04/13/2022 03:07:58 - INFO - __main__ - ########## test_es_acc 0.7744510978043913 ########## 04/13/2022 03:08:07 - INFO - __main__ - ########## test_fr_acc 0.774251497005988 ########## 04/13/2022 03:08:17 - INFO - __main__ - ########## test_hi_acc 0.6578842315369261 ########## 04/13/2022 03:08:26 - INFO - __main__ - ########## test_ru_acc 0.7293413173652694 ########## 04/13/2022 03:08:35 - INFO - __main__ - ########## test_sw_acc 0.6602794411177645 ########## 04/13/2022 03:08:44 - INFO - __main__ - ########## test_th_acc 0.6832335329341317 ########## 04/13/2022 03:08:53 - INFO - __main__ - ########## test_tr_acc 0.6850299401197605 ########## 04/13/2022 03:09:02 - INFO - __main__ - ########## test_ur_acc 0.6183632734530938 ########## 04/13/2022 03:09:11 - INFO - __main__ - ########## test_vi_acc 0.7147704590818363 ########## 04/13/2022 03:09:20 - INFO - __main__ - ########## test_zh_acc 0.7177644710578842 ########## 04/13/2022 03:09:20 - INFO - __main__ - val_ar_acc = 0.6931726907630522 04/13/2022 03:09:20 - INFO - __main__ - val_bg_acc = 0.734136546184739 04/13/2022 03:09:20 - INFO - __main__ - val_de_acc = 0.7441767068273092 04/13/2022 03:09:20 - INFO - __main__ - val_el_acc = 0.7244979919678715 04/13/2022 03:09:20 - INFO - __main__ - val_en_acc = 0.834136546184739 04/13/2022 03:09:20 - INFO - __main__ - val_es_acc = 0.7738955823293173 04/13/2022 03:09:20 - INFO - __main__ - val_fr_acc = 0.7654618473895582 04/13/2022 03:09:20 - INFO - __main__ - val_hi_acc = 0.6630522088353413 04/13/2022 03:09:20 - INFO - __main__ - val_ru_acc = 0.714859437751004 04/13/2022 03:09:20 - INFO - __main__ - val_sw_acc = 0.6493975903614457 04/13/2022 03:09:20 - INFO - __main__ - val_th_acc = 0.6779116465863454 04/13/2022 03:09:20 - INFO - __main__ - val_tr_acc = 0.6923694779116466 04/13/2022 03:09:20 - INFO - __main__ - val_ur_acc = 0.6068273092369478 04/13/2022 03:09:20 - INFO - __main__ - val_vi_acc = 0.7080321285140563 04/13/2022 03:09:20 - INFO - __main__ - val_zh_acc = 0.7305220883534137 04/13/2022 03:09:20 - INFO - __main__ - val_avg_acc = 0.7141633199464524 04/13/2022 03:09:20 - INFO - __main__ - test_ar_acc = 0.6958083832335329 04/13/2022 03:09:20 - INFO - __main__ - test_bg_acc = 0.7500998003992015 04/13/2022 03:09:20 - INFO - __main__ - test_de_acc = 0.7445109780439122 04/13/2022 03:09:20 - INFO - __main__ - test_el_acc = 0.7255489021956087 04/13/2022 03:09:20 - INFO - __main__ - test_en_acc = 0.8325349301397206 04/13/2022 03:09:20 - INFO - __main__ - test_es_acc = 0.7744510978043913 04/13/2022 03:09:20 - INFO - __main__ - test_fr_acc = 0.774251497005988 04/13/2022 03:09:20 - INFO - __main__ - test_hi_acc = 0.6578842315369261 04/13/2022 03:09:20 - INFO - __main__ - test_ru_acc = 0.7293413173652694 04/13/2022 03:09:20 - INFO - __main__ - test_sw_acc = 0.6602794411177645 04/13/2022 03:09:20 - INFO - __main__ - test_th_acc = 0.6832335329341317 04/13/2022 03:09:20 - INFO - __main__ - test_tr_acc = 0.6850299401197605 04/13/2022 03:09:20 - INFO - __main__ - test_ur_acc = 0.6183632734530938 04/13/2022 03:09:20 - INFO - __main__ - test_vi_acc = 0.7147704590818363 04/13/2022 03:09:20 - INFO - __main__ - test_zh_acc = 0.7177644710578842 04/13/2022 03:09:20 - INFO - __main__ - test_avg_acc = 0.7175914836992681 04/13/2022 03:09:21 - INFO - utils - remove old ckpt: xnli_right_avg_new/ckpt/step-240000-test_avg_acc-0.7175914836992681-val_avg_acc-0.7141633199464524 04/13/2022 03:09:22 - INFO - __main__ - ********** Evaluating Done ********** 04/13/2022 03:09:26 - INFO - __main__ - global_steps 240050 loss: 0.15917193 04/13/2022 03:09:30 - INFO - __main__ - global_steps 240100 loss: 0.11967406 04/13/2022 03:09:35 - INFO - __main__ - global_steps 240150 loss: 0.19012839 04/13/2022 03:09:39 - INFO - __main__ - global_steps 240200 loss: 0.20782750 04/13/2022 03:09:44 - INFO - __main__ - global_steps 240250 loss: 0.17609755 04/13/2022 03:09:49 - INFO - __main__ - global_steps 240300 loss: 0.20729244 04/13/2022 03:09:53 - INFO - __main__ - global_steps 240350 loss: 0.19460080 04/13/2022 03:09:58 - INFO - __main__ - global_steps 240400 loss: 0.25092659 04/13/2022 03:10:02 - INFO - __main__ - global_steps 240450 loss: 0.15531092 04/13/2022 03:10:07 - INFO - __main__ - global_steps 240500 loss: 0.17103605 04/13/2022 03:10:11 - INFO - __main__ - global_steps 240550 loss: 0.18238096 04/13/2022 03:10:16 - INFO - __main__ - global_steps 240600 loss: 0.17046055 04/13/2022 03:10:21 - INFO - __main__ - global_steps 240650 loss: 0.24061598 04/13/2022 03:10:25 - INFO - __main__ - global_steps 240700 loss: 0.23617764 04/13/2022 03:10:30 - INFO - __main__ - global_steps 240750 loss: 0.22663527 04/13/2022 03:10:35 - INFO - __main__ - global_steps 240800 loss: 0.18060034 04/13/2022 03:10:39 - INFO - __main__ - global_steps 240850 loss: 0.20843946 04/13/2022 03:10:44 - INFO - __main__ - global_steps 240900 loss: 0.26128042 04/13/2022 03:10:49 - INFO - __main__ - global_steps 240950 loss: 0.17453933 04/13/2022 03:10:53 - INFO - __main__ - global_steps 241000 loss: 0.20712732 04/13/2022 03:10:58 - INFO - __main__ - global_steps 241050 loss: 0.17146849 04/13/2022 03:11:02 - INFO - __main__ - global_steps 241100 loss: 0.17256421 04/13/2022 03:11:07 - INFO - __main__ - global_steps 241150 loss: 0.19117829 04/13/2022 03:11:11 - INFO - __main__ - global_steps 241200 loss: 0.24173819 04/13/2022 03:11:16 - INFO - __main__ - global_steps 241250 loss: 0.17442430 04/13/2022 03:11:20 - INFO - __main__ - global_steps 241300 loss: 0.18761294 04/13/2022 03:11:25 - INFO - __main__ - global_steps 241350 loss: 0.20527401 04/13/2022 03:11:29 - INFO - __main__ - global_steps 241400 loss: 0.21255765 04/13/2022 03:11:34 - INFO - __main__ - global_steps 241450 loss: 0.21641965 04/13/2022 03:11:38 - INFO - __main__ - global_steps 241500 loss: 0.16906132 04/13/2022 03:11:43 - INFO - __main__ - global_steps 241550 loss: 0.18566585 04/13/2022 03:11:47 - INFO - __main__ - global_steps 241600 loss: 0.22345545 04/13/2022 03:11:52 - INFO - __main__ - global_steps 241650 loss: 0.21905245 04/13/2022 03:11:57 - INFO - __main__ - global_steps 241700 loss: 0.23294935 04/13/2022 03:12:01 - INFO - __main__ - global_steps 241750 loss: 0.24120191 04/13/2022 03:12:06 - INFO - __main__ - global_steps 241800 loss: 0.21071129 04/13/2022 03:12:11 - INFO - __main__ - global_steps 241850 loss: 0.21561006 04/13/2022 03:12:15 - INFO - __main__ - global_steps 241900 loss: 0.24145988 04/13/2022 03:12:20 - INFO - __main__ - global_steps 241950 loss: 0.18013267 04/13/2022 03:12:25 - INFO - __main__ - global_steps 242000 loss: 0.24837755 04/13/2022 03:12:29 - INFO - __main__ - global_steps 242050 loss: 0.20272768 04/13/2022 03:12:34 - INFO - __main__ - global_steps 242100 loss: 0.20927723 04/13/2022 03:12:38 - INFO - __main__ - global_steps 242150 loss: 0.14287477 04/13/2022 03:12:42 - INFO - __main__ - global_steps 242200 loss: 0.21045132 04/13/2022 03:12:47 - INFO - __main__ - global_steps 242250 loss: 0.21110387 04/13/2022 03:12:52 - INFO - __main__ - global_steps 242300 loss: 0.14389218 04/13/2022 03:12:56 - INFO - __main__ - global_steps 242350 loss: 0.17683168 04/13/2022 03:13:01 - INFO - __main__ - global_steps 242400 loss: 0.20068387 04/13/2022 03:13:05 - INFO - __main__ - global_steps 242450 loss: 0.23106419 04/13/2022 03:13:10 - INFO - __main__ - global_steps 242500 loss: 0.23108584 04/13/2022 03:13:10 - INFO - __main__ - ********** Running evaluating ********** 04/13/2022 03:13:15 - INFO - __main__ - ########## val_ar_acc 0.6751004016064257 ########## 04/13/2022 03:13:19 - INFO - __main__ - ########## val_bg_acc 0.7188755020080321 ########## 04/13/2022 03:13:23 - INFO - __main__ - ########## val_de_acc 0.7265060240963855 ########## 04/13/2022 03:13:28 - INFO - __main__ - ########## val_el_acc 0.7088353413654619 ########## 04/13/2022 03:13:33 - INFO - __main__ - ########## val_en_acc 0.8248995983935743 ########## 04/13/2022 03:13:37 - INFO - __main__ - ########## val_es_acc 0.7493975903614458 ########## 04/13/2022 03:13:42 - INFO - __main__ - ########## val_fr_acc 0.7401606425702811 ########## 04/13/2022 03:13:46 - INFO - __main__ - ########## val_hi_acc 0.6401606425702812 ########## 04/13/2022 03:13:51 - INFO - __main__ - ########## val_ru_acc 0.6967871485943775 ########## 04/13/2022 03:13:56 - INFO - __main__ - ########## val_sw_acc 0.6353413654618474 ########## 04/13/2022 03:14:00 - INFO - __main__ - ########## val_th_acc 0.6538152610441768 ########## 04/13/2022 03:14:04 - INFO - __main__ - ########## val_tr_acc 0.6746987951807228 ########## 04/13/2022 03:14:09 - INFO - __main__ - ########## val_ur_acc 0.5891566265060241 ########## 04/13/2022 03:14:14 - INFO - __main__ - ########## val_vi_acc 0.6859437751004016 ########## 04/13/2022 03:14:18 - INFO - __main__ - ########## val_zh_acc 0.7 ########## 04/13/2022 03:14:27 - INFO - __main__ - ########## test_ar_acc 0.6862275449101797 ########## 04/13/2022 03:14:36 - INFO - __main__ - ########## test_bg_acc 0.7387225548902195 ########## 04/13/2022 03:14:46 - INFO - __main__ - ########## test_de_acc 0.7289421157684631 ########## 04/13/2022 03:14:55 - INFO - __main__ - ########## test_el_acc 0.7125748502994012 ########## 04/13/2022 03:15:04 - INFO - __main__ - ########## test_en_acc 0.824750499001996 ########## 04/13/2022 03:15:13 - INFO - __main__ - ########## test_es_acc 0.7558882235528942 ########## 04/13/2022 03:15:22 - INFO - __main__ - ########## test_fr_acc 0.7495009980039921 ########## 04/13/2022 03:15:32 - INFO - __main__ - ########## test_hi_acc 0.63812375249501 ########## 04/13/2022 03:15:41 - INFO - __main__ - ########## test_ru_acc 0.7135728542914171 ########## 04/13/2022 03:15:50 - INFO - __main__ - ########## test_sw_acc 0.6447105788423154 ########## 04/13/2022 03:15:59 - INFO - __main__ - ########## test_th_acc 0.6485029940119761 ########## 04/13/2022 03:16:08 - INFO - __main__ - ########## test_tr_acc 0.6672654690618762 ########## 04/13/2022 03:16:18 - INFO - __main__ - ########## test_ur_acc 0.5932135728542914 ########## 04/13/2022 03:16:26 - INFO - __main__ - ########## test_vi_acc 0.6904191616766467 ########## 04/13/2022 03:16:35 - INFO - __main__ - ########## test_zh_acc 0.6976047904191617 ########## 04/13/2022 03:16:35 - INFO - __main__ - val_ar_acc = 0.6751004016064257 04/13/2022 03:16:35 - INFO - __main__ - val_bg_acc = 0.7188755020080321 04/13/2022 03:16:35 - INFO - __main__ - val_de_acc = 0.7265060240963855 04/13/2022 03:16:35 - INFO - __main__ - val_el_acc = 0.7088353413654619 04/13/2022 03:16:35 - INFO - __main__ - val_en_acc = 0.8248995983935743 04/13/2022 03:16:35 - INFO - __main__ - val_es_acc = 0.7493975903614458 04/13/2022 03:16:35 - INFO - __main__ - val_fr_acc = 0.7401606425702811 04/13/2022 03:16:35 - INFO - __main__ - val_hi_acc = 0.6401606425702812 04/13/2022 03:16:35 - INFO - __main__ - val_ru_acc = 0.6967871485943775 04/13/2022 03:16:35 - INFO - __main__ - val_sw_acc = 0.6353413654618474 04/13/2022 03:16:35 - INFO - __main__ - val_th_acc = 0.6538152610441768 04/13/2022 03:16:35 - INFO - __main__ - val_tr_acc = 0.6746987951807228 04/13/2022 03:16:35 - INFO - __main__ - val_ur_acc = 0.5891566265060241 04/13/2022 03:16:35 - INFO - __main__ - val_vi_acc = 0.6859437751004016 04/13/2022 03:16:35 - INFO - __main__ - val_zh_acc = 0.7 04/13/2022 03:16:35 - INFO - __main__ - val_avg_acc = 0.6946452476572957 04/13/2022 03:16:35 - INFO - __main__ - test_ar_acc = 0.6862275449101797 04/13/2022 03:16:35 - INFO - __main__ - test_bg_acc = 0.7387225548902195 04/13/2022 03:16:35 - INFO - __main__ - test_de_acc = 0.7289421157684631 04/13/2022 03:16:35 - INFO - __main__ - test_el_acc = 0.7125748502994012 04/13/2022 03:16:35 - INFO - __main__ - test_en_acc = 0.824750499001996 04/13/2022 03:16:35 - INFO - __main__ - test_es_acc = 0.7558882235528942 04/13/2022 03:16:35 - INFO - __main__ - test_fr_acc = 0.7495009980039921 04/13/2022 03:16:35 - INFO - __main__ - test_hi_acc = 0.63812375249501 04/13/2022 03:16:35 - INFO - __main__ - test_ru_acc = 0.7135728542914171 04/13/2022 03:16:35 - INFO - __main__ - test_sw_acc = 0.6447105788423154 04/13/2022 03:16:35 - INFO - __main__ - test_th_acc = 0.6485029940119761 04/13/2022 03:16:35 - INFO - __main__ - test_tr_acc = 0.6672654690618762 04/13/2022 03:16:35 - INFO - __main__ - test_ur_acc = 0.5932135728542914 04/13/2022 03:16:35 - INFO - __main__ - test_vi_acc = 0.6904191616766467 04/13/2022 03:16:35 - INFO - __main__ - test_zh_acc = 0.6976047904191617 04/13/2022 03:16:35 - INFO - __main__ - test_avg_acc = 0.6993346640053226 04/13/2022 03:16:37 - INFO - utils - remove old ckpt: xnli_right_avg_new/ckpt/step-242500-test_avg_acc-0.6993346640053226-val_avg_acc-0.6946452476572957 04/13/2022 03:16:37 - INFO - __main__ - ********** Evaluating Done ********** 04/13/2022 03:16:41 - INFO - __main__ - global_steps 242550 loss: 0.20870301 04/13/2022 03:16:46 - INFO - __main__ - global_steps 242600 loss: 0.27469619 04/13/2022 03:16:51 - INFO - __main__ - global_steps 242650 loss: 0.23042828 04/13/2022 03:16:55 - INFO - __main__ - global_steps 242700 loss: 0.16083847 04/13/2022 03:17:00 - INFO - __main__ - global_steps 242750 loss: 0.21974321 04/13/2022 03:17:04 - INFO - __main__ - global_steps 242800 loss: 0.19053361 04/13/2022 03:17:09 - INFO - __main__ - global_steps 242850 loss: 0.23543174 04/13/2022 03:17:13 - INFO - __main__ - global_steps 242900 loss: 0.13366550 04/13/2022 03:17:18 - INFO - __main__ - global_steps 242950 loss: 0.15120224 04/13/2022 03:17:22 - INFO - __main__ - global_steps 243000 loss: 0.26805028 04/13/2022 03:17:27 - INFO - __main__ - global_steps 243050 loss: 0.18169041 04/13/2022 03:17:31 - INFO - __main__ - global_steps 243100 loss: 0.16949205 04/13/2022 03:17:36 - INFO - __main__ - global_steps 243150 loss: 0.22308256 04/13/2022 03:17:40 - INFO - __main__ - global_steps 243200 loss: 0.22643012 04/13/2022 03:17:45 - INFO - __main__ - global_steps 243250 loss: 0.22243279 04/13/2022 03:17:50 - INFO - __main__ - global_steps 243300 loss: 0.21613862 04/13/2022 03:17:54 - INFO - __main__ - global_steps 243350 loss: 0.14420825 04/13/2022 03:17:59 - INFO - __main__ - global_steps 243400 loss: 0.22724770 04/13/2022 03:18:03 - INFO - __main__ - global_steps 243450 loss: 0.19840535 04/13/2022 03:18:08 - INFO - __main__ - global_steps 243500 loss: 0.25251216 04/13/2022 03:18:12 - INFO - __main__ - global_steps 243550 loss: 0.18241932 04/13/2022 03:18:16 - INFO - __main__ - global_steps 243600 loss: 0.18477315 04/13/2022 03:18:21 - INFO - __main__ - global_steps 243650 loss: 0.16240336 04/13/2022 03:18:25 - INFO - __main__ - global_steps 243700 loss: 0.18946705 04/13/2022 03:18:30 - INFO - __main__ - global_steps 243750 loss: 0.19364518 04/13/2022 03:18:34 - INFO - __main__ - global_steps 243800 loss: 0.17184281 04/13/2022 03:18:39 - INFO - __main__ - global_steps 243850 loss: 0.19862504 04/13/2022 03:18:44 - INFO - __main__ - global_steps 243900 loss: 0.19790883 04/13/2022 03:18:48 - INFO - __main__ - global_steps 243950 loss: 0.17085066 04/13/2022 03:18:53 - INFO - __main__ - global_steps 244000 loss: 0.18473716 04/13/2022 03:18:57 - INFO - __main__ - global_steps 244050 loss: 0.18652154 04/13/2022 03:19:01 - INFO - __main__ - global_steps 244100 loss: 0.26719232 04/13/2022 03:19:06 - INFO - __main__ - global_steps 244150 loss: 0.19314217 04/13/2022 03:19:10 - INFO - __main__ - global_steps 244200 loss: 0.17647239 04/13/2022 03:19:15 - INFO - __main__ - global_steps 244250 loss: 0.20195750 04/13/2022 03:19:19 - INFO - __main__ - global_steps 244300 loss: 0.20018858 04/13/2022 03:19:23 - INFO - __main__ - global_steps 244350 loss: 0.18535048 04/13/2022 03:19:28 - INFO - __main__ - global_steps 244400 loss: 0.21274329 04/13/2022 03:19:33 - INFO - __main__ - global_steps 244450 loss: 0.24553456 04/13/2022 03:19:37 - INFO - __main__ - global_steps 244500 loss: 0.19919144 04/13/2022 03:19:41 - INFO - __main__ - global_steps 244550 loss: 0.15685700 04/13/2022 03:19:46 - INFO - __main__ - global_steps 244600 loss: 0.19119288 04/13/2022 03:19:50 - INFO - __main__ - global_steps 244650 loss: 0.21495160 04/13/2022 03:19:54 - INFO - __main__ - global_steps 244700 loss: 0.20712138 04/13/2022 03:19:59 - INFO - __main__ - global_steps 244750 loss: 0.19954724 04/13/2022 03:20:03 - INFO - __main__ - global_steps 244800 loss: 0.22229800 04/13/2022 03:20:08 - INFO - __main__ - global_steps 244850 loss: 0.20779606 04/13/2022 03:20:13 - INFO - __main__ - global_steps 244900 loss: 0.27463818 04/13/2022 03:20:17 - INFO - __main__ - global_steps 244950 loss: 0.22025338 04/13/2022 03:20:22 - INFO - __main__ - global_steps 245000 loss: 0.17217064 04/13/2022 03:20:22 - INFO - __main__ - ********** Running evaluating ********** 04/13/2022 03:20:26 - INFO - __main__ - ########## val_ar_acc 0.7120481927710843 ########## 04/13/2022 03:20:31 - INFO - __main__ - ########## val_bg_acc 0.7469879518072289 ########## 04/13/2022 03:20:35 - INFO - __main__ - ########## val_de_acc 0.755421686746988 ########## 04/13/2022 03:20:40 - INFO - __main__ - ########## val_el_acc 0.7349397590361446 ########## 04/13/2022 03:20:44 - INFO - __main__ - ########## val_en_acc 0.8437751004016064 ########## 04/13/2022 03:20:49 - INFO - __main__ - ########## val_es_acc 0.7783132530120482 ########## 04/13/2022 03:20:53 - INFO - __main__ - ########## val_fr_acc 0.7674698795180723 ########## 04/13/2022 03:20:58 - INFO - __main__ - ########## val_hi_acc 0.6730923694779116 ########## 04/13/2022 03:21:03 - INFO - __main__ - ########## val_ru_acc 0.7208835341365462 ########## 04/13/2022 03:21:07 - INFO - __main__ - ########## val_sw_acc 0.6626506024096386 ########## 04/13/2022 03:21:11 - INFO - __main__ - ########## val_th_acc 0.6775100401606425 ########## 04/13/2022 03:21:15 - INFO - __main__ - ########## val_tr_acc 0.7016064257028113 ########## 04/13/2022 03:21:20 - INFO - __main__ - ########## val_ur_acc 0.6224899598393574 ########## 04/13/2022 03:21:25 - INFO - __main__ - ########## val_vi_acc 0.7172690763052209 ########## 04/13/2022 03:21:29 - INFO - __main__ - ########## val_zh_acc 0.729718875502008 ########## 04/13/2022 03:21:38 - INFO - __main__ - ########## test_ar_acc 0.7163672654690619 ########## 04/13/2022 03:21:47 - INFO - __main__ - ########## test_bg_acc 0.7586826347305389 ########## 04/13/2022 03:21:55 - INFO - __main__ - ########## test_de_acc 0.7550898203592814 ########## 04/13/2022 03:22:04 - INFO - __main__ - ########## test_el_acc 0.7417165668662674 ########## 04/13/2022 03:22:13 - INFO - __main__ - ########## test_en_acc 0.8415169660678643 ########## 04/13/2022 03:22:21 - INFO - __main__ - ########## test_es_acc 0.7796407185628742 ########## 04/13/2022 03:22:30 - INFO - __main__ - ########## test_fr_acc 0.7734530938123753 ########## 04/13/2022 03:22:40 - INFO - __main__ - ########## test_hi_acc 0.6744510978043912 ########## 04/13/2022 03:22:49 - INFO - __main__ - ########## test_ru_acc 0.7421157684630738 ########## 04/13/2022 03:22:58 - INFO - __main__ - ########## test_sw_acc 0.6734530938123753 ########## 04/13/2022 03:23:07 - INFO - __main__ - ########## test_th_acc 0.6806387225548902 ########## 04/13/2022 03:23:16 - INFO - __main__ - ########## test_tr_acc 0.700998003992016 ########## 04/13/2022 03:23:25 - INFO - __main__ - ########## test_ur_acc 0.6329341317365269 ########## 04/13/2022 03:23:34 - INFO - __main__ - ########## test_vi_acc 0.7157684630738523 ########## 04/13/2022 03:23:43 - INFO - __main__ - ########## test_zh_acc 0.7223552894211577 ########## 04/13/2022 03:23:43 - INFO - __main__ - val_ar_acc = 0.7120481927710843 04/13/2022 03:23:43 - INFO - __main__ - val_bg_acc = 0.7469879518072289 04/13/2022 03:23:43 - INFO - __main__ - val_de_acc = 0.755421686746988 04/13/2022 03:23:43 - INFO - __main__ - val_el_acc = 0.7349397590361446 04/13/2022 03:23:43 - INFO - __main__ - val_en_acc = 0.8437751004016064 04/13/2022 03:23:43 - INFO - __main__ - val_es_acc = 0.7783132530120482 04/13/2022 03:23:43 - INFO - __main__ - val_fr_acc = 0.7674698795180723 04/13/2022 03:23:43 - INFO - __main__ - val_hi_acc = 0.6730923694779116 04/13/2022 03:23:43 - INFO - __main__ - val_ru_acc = 0.7208835341365462 04/13/2022 03:23:43 - INFO - __main__ - val_sw_acc = 0.6626506024096386 04/13/2022 03:23:43 - INFO - __main__ - val_th_acc = 0.6775100401606425 04/13/2022 03:23:43 - INFO - __main__ - val_tr_acc = 0.7016064257028113 04/13/2022 03:23:43 - INFO - __main__ - val_ur_acc = 0.6224899598393574 04/13/2022 03:23:43 - INFO - __main__ - val_vi_acc = 0.7172690763052209 04/13/2022 03:23:43 - INFO - __main__ - val_zh_acc = 0.729718875502008 04/13/2022 03:23:43 - INFO - __main__ - val_avg_acc = 0.7229451137884875 04/13/2022 03:23:43 - INFO - __main__ - test_ar_acc = 0.7163672654690619 04/13/2022 03:23:43 - INFO - __main__ - test_bg_acc = 0.7586826347305389 04/13/2022 03:23:43 - INFO - __main__ - test_de_acc = 0.7550898203592814 04/13/2022 03:23:43 - INFO - __main__ - test_el_acc = 0.7417165668662674 04/13/2022 03:23:43 - INFO - __main__ - test_en_acc = 0.8415169660678643 04/13/2022 03:23:43 - INFO - __main__ - test_es_acc = 0.7796407185628742 04/13/2022 03:23:43 - INFO - __main__ - test_fr_acc = 0.7734530938123753 04/13/2022 03:23:43 - INFO - __main__ - test_hi_acc = 0.6744510978043912 04/13/2022 03:23:43 - INFO - __main__ - test_ru_acc = 0.7421157684630738 04/13/2022 03:23:43 - INFO - __main__ - test_sw_acc = 0.6734530938123753 04/13/2022 03:23:43 - INFO - __main__ - test_th_acc = 0.6806387225548902 04/13/2022 03:23:43 - INFO - __main__ - test_tr_acc = 0.700998003992016 04/13/2022 03:23:43 - INFO - __main__ - test_ur_acc = 0.6329341317365269 04/13/2022 03:23:43 - INFO - __main__ - test_vi_acc = 0.7157684630738523 04/13/2022 03:23:43 - INFO - __main__ - test_zh_acc = 0.7223552894211577 04/13/2022 03:23:43 - INFO - __main__ - test_avg_acc = 0.7272787757817697 04/13/2022 03:23:44 - INFO - utils - remove old ckpt: xnli_right_avg_new/ckpt/step-245000-test_avg_acc-0.7272787757817697-val_avg_acc-0.7229451137884875 04/13/2022 03:23:44 - INFO - __main__ - ********** Evaluating Done ********** 04/13/2022 03:23:49 - INFO - __main__ - global_steps 245050 loss: 0.16541268 04/13/2022 03:23:54 - INFO - __main__ - global_steps 245100 loss: 0.22847057 04/13/2022 03:23:58 - INFO - __main__ - global_steps 245150 loss: 0.15839023 04/13/2022 03:24:03 - INFO - __main__ - global_steps 245200 loss: 0.22765006 04/13/2022 03:24:08 - INFO - __main__ - global_steps 245250 loss: 0.20038589 04/13/2022 03:24:12 - INFO - __main__ - global_steps 245300 loss: 0.18727259 04/13/2022 03:24:17 - INFO - __main__ - global_steps 245350 loss: 0.21568355 04/13/2022 03:24:22 - INFO - __main__ - global_steps 245400 loss: 0.25003995 04/13/2022 03:24:26 - INFO - __main__ - global_steps 245450 loss: 0.23215711 04/13/2022 03:24:31 - INFO - __main__ - global_steps 245500 loss: 0.15842896 04/13/2022 03:24:35 - INFO - __main__ - global_steps 245550 loss: 0.18680157 04/13/2022 03:24:40 - INFO - __main__ - global_steps 245600 loss: 0.22645104 04/13/2022 03:24:44 - INFO - __main__ - global_steps 245650 loss: 0.24483691 04/13/2022 03:24:48 - INFO - __main__ - global_steps 245700 loss: 0.18047352 04/13/2022 03:24:53 - INFO - __main__ - global_steps 245750 loss: 0.21097810 04/13/2022 03:24:57 - INFO - __main__ - global_steps 245800 loss: 0.18920458 04/13/2022 03:25:01 - INFO - __main__ - global_steps 245850 loss: 0.15445148 04/13/2022 03:25:05 - INFO - __main__ - global_steps 245900 loss: 0.17893807 04/13/2022 03:25:10 - INFO - __main__ - global_steps 245950 loss: 0.18386565 04/13/2022 03:25:14 - INFO - __main__ - global_steps 246000 loss: 0.25087379 04/13/2022 03:25:18 - INFO - __main__ - global_steps 246050 loss: 0.20154029 04/13/2022 03:25:23 - INFO - __main__ - global_steps 246100 loss: 0.18936269 04/13/2022 03:25:27 - INFO - __main__ - global_steps 246150 loss: 0.18221451 04/13/2022 03:25:32 - INFO - __main__ - global_steps 246200 loss: 0.26987779 04/13/2022 03:25:36 - INFO - __main__ - global_steps 246250 loss: 0.17996875 04/13/2022 03:25:40 - INFO - __main__ - global_steps 246300 loss: 0.26808558 04/13/2022 03:25:45 - INFO - __main__ - global_steps 246350 loss: 0.20817665 04/13/2022 03:25:50 - INFO - __main__ - global_steps 246400 loss: 0.16212928 04/13/2022 03:25:54 - INFO - __main__ - global_steps 246450 loss: 0.20038665 04/13/2022 03:25:59 - INFO - __main__ - global_steps 246500 loss: 0.18706716 04/13/2022 03:26:03 - INFO - __main__ - global_steps 246550 loss: 0.19061296 04/13/2022 03:26:08 - INFO - __main__ - global_steps 246600 loss: 0.22303481 04/13/2022 03:26:13 - INFO - __main__ - global_steps 246650 loss: 0.17339964 04/13/2022 03:26:17 - INFO - __main__ - global_steps 246700 loss: 0.25264136 04/13/2022 03:26:22 - INFO - __main__ - global_steps 246750 loss: 0.17913565 04/13/2022 03:26:27 - INFO - __main__ - global_steps 246800 loss: 0.20446998 04/13/2022 03:26:31 - INFO - __main__ - global_steps 246850 loss: 0.21902931 04/13/2022 03:26:36 - INFO - __main__ - global_steps 246900 loss: 0.20375406 04/13/2022 03:26:40 - INFO - __main__ - global_steps 246950 loss: 0.17718636 04/13/2022 03:26:45 - INFO - __main__ - global_steps 247000 loss: 0.17057870 04/13/2022 03:26:50 - INFO - __main__ - global_steps 247050 loss: 0.23168368 04/13/2022 03:26:54 - INFO - __main__ - global_steps 247100 loss: 0.19219439 04/13/2022 03:26:59 - INFO - __main__ - global_steps 247150 loss: 0.20428416 04/13/2022 03:27:04 - INFO - __main__ - global_steps 247200 loss: 0.22181294 04/13/2022 03:27:08 - INFO - __main__ - global_steps 247250 loss: 0.18673454 04/13/2022 03:27:13 - INFO - __main__ - global_steps 247300 loss: 0.27045701 04/13/2022 03:27:18 - INFO - __main__ - global_steps 247350 loss: 0.21995407 04/13/2022 03:27:22 - INFO - __main__ - global_steps 247400 loss: 0.20799639 04/13/2022 03:27:27 - INFO - __main__ - global_steps 247450 loss: 0.19895743 04/13/2022 03:27:31 - INFO - __main__ - global_steps 247500 loss: 0.23643996 04/13/2022 03:27:31 - INFO - __main__ - ********** Running evaluating ********** 04/13/2022 03:27:35 - INFO - __main__ - ########## val_ar_acc 0.6943775100401607 ########## 04/13/2022 03:27:40 - INFO - __main__ - ########## val_bg_acc 0.7397590361445783 ########## 04/13/2022 03:27:44 - INFO - __main__ - ########## val_de_acc 0.744578313253012 ########## 04/13/2022 03:27:49 - INFO - __main__ - ########## val_el_acc 0.7321285140562249 ########## 04/13/2022 03:27:53 - INFO - __main__ - ########## val_en_acc 0.838152610441767 ########## 04/13/2022 03:27:58 - INFO - __main__ - ########## val_es_acc 0.7779116465863454 ########## 04/13/2022 03:28:02 - INFO - __main__ - ########## val_fr_acc 0.765863453815261 ########## 04/13/2022 03:28:07 - INFO - __main__ - ########## val_hi_acc 0.668273092369478 ########## 04/13/2022 03:28:12 - INFO - __main__ - ########## val_ru_acc 0.7156626506024096 ########## 04/13/2022 03:28:16 - INFO - __main__ - ########## val_sw_acc 0.6502008032128515 ########## 04/13/2022 03:28:21 - INFO - __main__ - ########## val_th_acc 0.6751004016064257 ########## 04/13/2022 03:28:25 - INFO - __main__ - ########## val_tr_acc 0.7004016064257028 ########## 04/13/2022 03:28:29 - INFO - __main__ - ########## val_ur_acc 0.6092369477911647 ########## 04/13/2022 03:28:34 - INFO - __main__ - ########## val_vi_acc 0.7112449799196787 ########## 04/13/2022 03:28:38 - INFO - __main__ - ########## val_zh_acc 0.7325301204819277 ########## 04/13/2022 03:28:46 - INFO - __main__ - ########## test_ar_acc 0.7035928143712575 ########## 04/13/2022 03:28:56 - INFO - __main__ - ########## test_bg_acc 0.7518962075848303 ########## 04/13/2022 03:29:05 - INFO - __main__ - ########## test_de_acc 0.7500998003992015 ########## 04/13/2022 03:29:14 - INFO - __main__ - ########## test_el_acc 0.7279441117764471 ########## 04/13/2022 03:29:23 - INFO - __main__ - ########## test_en_acc 0.8377245508982036 ########## 04/13/2022 03:29:32 - INFO - __main__ - ########## test_es_acc 0.774251497005988 ########## 04/13/2022 03:29:42 - INFO - __main__ - ########## test_fr_acc 0.7756487025948103 ########## 04/13/2022 03:29:51 - INFO - __main__ - ########## test_hi_acc 0.6646706586826348 ########## 04/13/2022 03:30:01 - INFO - __main__ - ########## test_ru_acc 0.7355289421157685 ########## 04/13/2022 03:30:10 - INFO - __main__ - ########## test_sw_acc 0.669061876247505 ########## 04/13/2022 03:30:18 - INFO - __main__ - ########## test_th_acc 0.6852295409181637 ########## 04/13/2022 03:30:27 - INFO - __main__ - ########## test_tr_acc 0.6924151696606786 ########## 04/13/2022 03:30:37 - INFO - __main__ - ########## test_ur_acc 0.6251497005988024 ########## 04/13/2022 03:30:46 - INFO - __main__ - ########## test_vi_acc 0.7117764471057885 ########## 04/13/2022 03:30:55 - INFO - __main__ - ########## test_zh_acc 0.7213572854291417 ########## 04/13/2022 03:30:55 - INFO - __main__ - val_ar_acc = 0.6943775100401607 04/13/2022 03:30:55 - INFO - __main__ - val_bg_acc = 0.7397590361445783 04/13/2022 03:30:55 - INFO - __main__ - val_de_acc = 0.744578313253012 04/13/2022 03:30:55 - INFO - __main__ - val_el_acc = 0.7321285140562249 04/13/2022 03:30:55 - INFO - __main__ - val_en_acc = 0.838152610441767 04/13/2022 03:30:55 - INFO - __main__ - val_es_acc = 0.7779116465863454 04/13/2022 03:30:55 - INFO - __main__ - val_fr_acc = 0.765863453815261 04/13/2022 03:30:55 - INFO - __main__ - val_hi_acc = 0.668273092369478 04/13/2022 03:30:55 - INFO - __main__ - val_ru_acc = 0.7156626506024096 04/13/2022 03:30:55 - INFO - __main__ - val_sw_acc = 0.6502008032128515 04/13/2022 03:30:55 - INFO - __main__ - val_th_acc = 0.6751004016064257 04/13/2022 03:30:55 - INFO - __main__ - val_tr_acc = 0.7004016064257028 04/13/2022 03:30:55 - INFO - __main__ - val_ur_acc = 0.6092369477911647 04/13/2022 03:30:55 - INFO - __main__ - val_vi_acc = 0.7112449799196787 04/13/2022 03:30:55 - INFO - __main__ - val_zh_acc = 0.7325301204819277 04/13/2022 03:30:55 - INFO - __main__ - val_avg_acc = 0.7170281124497992 04/13/2022 03:30:55 - INFO - __main__ - test_ar_acc = 0.7035928143712575 04/13/2022 03:30:55 - INFO - __main__ - test_bg_acc = 0.7518962075848303 04/13/2022 03:30:55 - INFO - __main__ - test_de_acc = 0.7500998003992015 04/13/2022 03:30:55 - INFO - __main__ - test_el_acc = 0.7279441117764471 04/13/2022 03:30:55 - INFO - __main__ - test_en_acc = 0.8377245508982036 04/13/2022 03:30:55 - INFO - __main__ - test_es_acc = 0.774251497005988 04/13/2022 03:30:55 - INFO - __main__ - test_fr_acc = 0.7756487025948103 04/13/2022 03:30:55 - INFO - __main__ - test_hi_acc = 0.6646706586826348 04/13/2022 03:30:55 - INFO - __main__ - test_ru_acc = 0.7355289421157685 04/13/2022 03:30:55 - INFO - __main__ - test_sw_acc = 0.669061876247505 04/13/2022 03:30:55 - INFO - __main__ - test_th_acc = 0.6852295409181637 04/13/2022 03:30:55 - INFO - __main__ - test_tr_acc = 0.6924151696606786 04/13/2022 03:30:55 - INFO - __main__ - test_ur_acc = 0.6251497005988024 04/13/2022 03:30:55 - INFO - __main__ - test_vi_acc = 0.7117764471057885 04/13/2022 03:30:55 - INFO - __main__ - test_zh_acc = 0.7213572854291417 04/13/2022 03:30:55 - INFO - __main__ - test_avg_acc = 0.7217564870259481 04/13/2022 03:30:56 - INFO - utils - remove old ckpt: xnli_right_avg_new/ckpt/step-247500-test_avg_acc-0.7217564870259481-val_avg_acc-0.7170281124497992 04/13/2022 03:30:56 - INFO - __main__ - ********** Evaluating Done ********** 04/13/2022 03:31:00 - INFO - __main__ - global_steps 247550 loss: 0.18984112 04/13/2022 03:31:05 - INFO - __main__ - global_steps 247600 loss: 0.12435458 04/13/2022 03:31:09 - INFO - __main__ - global_steps 247650 loss: 0.20968557 04/13/2022 03:31:14 - INFO - __main__ - global_steps 247700 loss: 0.20057921 04/13/2022 03:31:19 - INFO - __main__ - global_steps 247750 loss: 0.21953156 04/13/2022 03:31:23 - INFO - __main__ - global_steps 247800 loss: 0.18224313 04/13/2022 03:31:28 - INFO - __main__ - global_steps 247850 loss: 0.18238146 04/13/2022 03:31:32 - INFO - __main__ - global_steps 247900 loss: 0.14662609 04/13/2022 03:31:37 - INFO - __main__ - global_steps 247950 loss: 0.19917789 04/13/2022 03:31:42 - INFO - __main__ - global_steps 248000 loss: 0.21151131 04/13/2022 03:31:46 - INFO - __main__ - global_steps 248050 loss: 0.19003068 04/13/2022 03:31:51 - INFO - __main__ - global_steps 248100 loss: 0.15990102 04/13/2022 03:31:55 - INFO - __main__ - global_steps 248150 loss: 0.24400205 04/13/2022 03:32:00 - INFO - __main__ - global_steps 248200 loss: 0.12489110 04/13/2022 03:32:04 - INFO - __main__ - global_steps 248250 loss: 0.18896450 04/13/2022 03:32:09 - INFO - __main__ - global_steps 248300 loss: 0.20095376 04/13/2022 03:32:14 - INFO - __main__ - global_steps 248350 loss: 0.22890648 04/13/2022 03:32:18 - INFO - __main__ - global_steps 248400 loss: 0.19668234 04/13/2022 03:32:23 - INFO - __main__ - global_steps 248450 loss: 0.20229196 04/13/2022 03:32:28 - INFO - __main__ - global_steps 248500 loss: 0.16231698 04/13/2022 03:32:32 - INFO - __main__ - global_steps 248550 loss: 0.24077318 04/13/2022 03:32:36 - INFO - __main__ - global_steps 248600 loss: 0.18095197 04/13/2022 03:32:41 - INFO - __main__ - global_steps 248650 loss: 0.24342200 04/13/2022 03:32:45 - INFO - __main__ - global_steps 248700 loss: 0.24336123 04/13/2022 03:32:49 - INFO - __main__ - global_steps 248750 loss: 0.13868927 04/13/2022 03:32:53 - INFO - __main__ - global_steps 248800 loss: 0.14925133 04/13/2022 03:32:58 - INFO - __main__ - global_steps 248850 loss: 0.25380998 04/13/2022 03:33:02 - INFO - __main__ - global_steps 248900 loss: 0.20361172 04/13/2022 03:33:06 - INFO - __main__ - global_steps 248950 loss: 0.18385601 04/13/2022 03:33:11 - INFO - __main__ - global_steps 249000 loss: 0.19756255 04/13/2022 03:33:15 - INFO - __main__ - global_steps 249050 loss: 0.19319891 04/13/2022 03:33:20 - INFO - __main__ - global_steps 249100 loss: 0.21235065 04/13/2022 03:33:24 - INFO - __main__ - global_steps 249150 loss: 0.17376553 04/13/2022 03:33:28 - INFO - __main__ - global_steps 249200 loss: 0.14778913 04/13/2022 03:33:32 - INFO - __main__ - global_steps 249250 loss: 0.17490666 04/13/2022 03:33:37 - INFO - __main__ - global_steps 249300 loss: 0.21125177 04/13/2022 03:33:41 - INFO - __main__ - global_steps 249350 loss: 0.24736501 04/13/2022 03:33:45 - INFO - __main__ - global_steps 249400 loss: 0.18942840 04/13/2022 03:33:50 - INFO - __main__ - global_steps 249450 loss: 0.19992116 04/13/2022 03:33:54 - INFO - __main__ - global_steps 249500 loss: 0.18315392 04/13/2022 03:33:59 - INFO - __main__ - global_steps 249550 loss: 0.20958677 04/13/2022 03:34:04 - INFO - __main__ - global_steps 249600 loss: 0.16540329 04/13/2022 03:34:08 - INFO - __main__ - global_steps 249650 loss: 0.13414558 04/13/2022 03:34:13 - INFO - __main__ - global_steps 249700 loss: 0.19419194 04/13/2022 03:34:17 - INFO - __main__ - global_steps 249750 loss: 0.23917145 04/13/2022 03:34:22 - INFO - __main__ - global_steps 249800 loss: 0.20259718 04/13/2022 03:34:26 - INFO - __main__ - global_steps 249850 loss: 0.23030817 04/13/2022 03:34:31 - INFO - __main__ - global_steps 249900 loss: 0.20220033 04/13/2022 03:34:35 - INFO - __main__ - global_steps 249950 loss: 0.21275155 04/13/2022 03:34:39 - INFO - __main__ - global_steps 250000 loss: 0.20530445 04/13/2022 03:34:39 - INFO - __main__ - ********** Running evaluating ********** 04/13/2022 03:34:44 - INFO - __main__ - ########## val_ar_acc 0.7088353413654619 ########## 04/13/2022 03:34:48 - INFO - __main__ - ########## val_bg_acc 0.7389558232931727 ########## 04/13/2022 03:34:52 - INFO - __main__ - ########## val_de_acc 0.7558232931726908 ########## 04/13/2022 03:34:57 - INFO - __main__ - ########## val_el_acc 0.7301204819277108 ########## 04/13/2022 03:35:01 - INFO - __main__ - ########## val_en_acc 0.8465863453815261 ########## 04/13/2022 03:35:06 - INFO - __main__ - ########## val_es_acc 0.7855421686746988 ########## 04/13/2022 03:35:11 - INFO - __main__ - ########## val_fr_acc 0.7718875502008032 ########## 04/13/2022 03:35:15 - INFO - __main__ - ########## val_hi_acc 0.665863453815261 ########## 04/13/2022 03:35:20 - INFO - __main__ - ########## val_ru_acc 0.721285140562249 ########## 04/13/2022 03:35:24 - INFO - __main__ - ########## val_sw_acc 0.6542168674698795 ########## 04/13/2022 03:35:28 - INFO - __main__ - ########## val_th_acc 0.6887550200803213 ########## 04/13/2022 03:35:32 - INFO - __main__ - ########## val_tr_acc 0.7040160642570281 ########## 04/13/2022 03:35:37 - INFO - __main__ - ########## val_ur_acc 0.6164658634538153 ########## 04/13/2022 03:35:41 - INFO - __main__ - ########## val_vi_acc 0.7144578313253012 ########## 04/13/2022 03:35:46 - INFO - __main__ - ########## val_zh_acc 0.7349397590361446 ########## 04/13/2022 03:35:55 - INFO - __main__ - ########## test_ar_acc 0.705189620758483 ########## 04/13/2022 03:36:04 - INFO - __main__ - ########## test_bg_acc 0.7512974051896207 ########## 04/13/2022 03:36:13 - INFO - __main__ - ########## test_de_acc 0.757684630738523 ########## 04/13/2022 03:36:23 - INFO - __main__ - ########## test_el_acc 0.7383233532934131 ########## 04/13/2022 03:36:31 - INFO - __main__ - ########## test_en_acc 0.845309381237525 ########## 04/13/2022 03:36:41 - INFO - __main__ - ########## test_es_acc 0.7798403193612774 ########## 04/13/2022 03:36:50 - INFO - __main__ - ########## test_fr_acc 0.7780439121756487 ########## 04/13/2022 03:37:00 - INFO - __main__ - ########## test_hi_acc 0.6702594810379241 ########## 04/13/2022 03:37:09 - INFO - __main__ - ########## test_ru_acc 0.7403193612774451 ########## 04/13/2022 03:37:18 - INFO - __main__ - ########## test_sw_acc 0.6748502994011976 ########## 04/13/2022 03:37:27 - INFO - __main__ - ########## test_th_acc 0.6882235528942116 ########## 04/13/2022 03:37:36 - INFO - __main__ - ########## test_tr_acc 0.6960079840319361 ########## 04/13/2022 03:37:46 - INFO - __main__ - ########## test_ur_acc 0.6307385229540918 ########## 04/13/2022 03:37:55 - INFO - __main__ - ########## test_vi_acc 0.7199600798403194 ########## 04/13/2022 03:38:03 - INFO - __main__ - ########## test_zh_acc 0.7307385229540918 ########## 04/13/2022 03:38:03 - INFO - __main__ - val_ar_acc = 0.7088353413654619 04/13/2022 03:38:03 - INFO - __main__ - val_bg_acc = 0.7389558232931727 04/13/2022 03:38:03 - INFO - __main__ - val_de_acc = 0.7558232931726908 04/13/2022 03:38:03 - INFO - __main__ - val_el_acc = 0.7301204819277108 04/13/2022 03:38:03 - INFO - __main__ - val_en_acc = 0.8465863453815261 04/13/2022 03:38:03 - INFO - __main__ - val_es_acc = 0.7855421686746988 04/13/2022 03:38:03 - INFO - __main__ - val_fr_acc = 0.7718875502008032 04/13/2022 03:38:03 - INFO - __main__ - val_hi_acc = 0.665863453815261 04/13/2022 03:38:03 - INFO - __main__ - val_ru_acc = 0.721285140562249 04/13/2022 03:38:03 - INFO - __main__ - val_sw_acc = 0.6542168674698795 04/13/2022 03:38:03 - INFO - __main__ - val_th_acc = 0.6887550200803213 04/13/2022 03:38:03 - INFO - __main__ - val_tr_acc = 0.7040160642570281 04/13/2022 03:38:03 - INFO - __main__ - val_ur_acc = 0.6164658634538153 04/13/2022 03:38:03 - INFO - __main__ - val_vi_acc = 0.7144578313253012 04/13/2022 03:38:03 - INFO - __main__ - val_zh_acc = 0.7349397590361446 04/13/2022 03:38:03 - INFO - __main__ - val_avg_acc = 0.7225167336010709 04/13/2022 03:38:03 - INFO - __main__ - test_ar_acc = 0.705189620758483 04/13/2022 03:38:03 - INFO - __main__ - test_bg_acc = 0.7512974051896207 04/13/2022 03:38:03 - INFO - __main__ - test_de_acc = 0.757684630738523 04/13/2022 03:38:04 - INFO - __main__ - test_el_acc = 0.7383233532934131 04/13/2022 03:38:04 - INFO - __main__ - test_en_acc = 0.845309381237525 04/13/2022 03:38:04 - INFO - __main__ - test_es_acc = 0.7798403193612774 04/13/2022 03:38:04 - INFO - __main__ - test_fr_acc = 0.7780439121756487 04/13/2022 03:38:04 - INFO - __main__ - test_hi_acc = 0.6702594810379241 04/13/2022 03:38:04 - INFO - __main__ - test_ru_acc = 0.7403193612774451 04/13/2022 03:38:04 - INFO - __main__ - test_sw_acc = 0.6748502994011976 04/13/2022 03:38:04 - INFO - __main__ - test_th_acc = 0.6882235528942116 04/13/2022 03:38:04 - INFO - __main__ - test_tr_acc = 0.6960079840319361 04/13/2022 03:38:04 - INFO - __main__ - test_ur_acc = 0.6307385229540918 04/13/2022 03:38:04 - INFO - __main__ - test_vi_acc = 0.7199600798403194 04/13/2022 03:38:04 - INFO - __main__ - test_zh_acc = 0.7307385229540918 04/13/2022 03:38:04 - INFO - __main__ - test_avg_acc = 0.7271190951430472 04/13/2022 03:38:05 - INFO - utils - remove old ckpt: xnli_right_avg_new/ckpt/step-250000-test_avg_acc-0.7271190951430472-val_avg_acc-0.7225167336010709 04/13/2022 03:38:05 - INFO - __main__ - ********** Evaluating Done ********** 04/13/2022 03:38:10 - INFO - __main__ - global_steps 250050 loss: 0.18267151 04/13/2022 03:38:14 - INFO - __main__ - global_steps 250100 loss: 0.21502326 04/13/2022 03:38:19 - INFO - __main__ - global_steps 250150 loss: 0.14394584 04/13/2022 03:38:23 - INFO - __main__ - global_steps 250200 loss: 0.22532106 04/13/2022 03:38:28 - INFO - __main__ - global_steps 250250 loss: 0.17247093 04/13/2022 03:38:32 - INFO - __main__ - global_steps 250300 loss: 0.18498658 04/13/2022 03:38:37 - INFO - __main__ - global_steps 250350 loss: 0.14749938 04/13/2022 03:38:41 - INFO - __main__ - global_steps 250400 loss: 0.18440819 04/13/2022 03:38:46 - INFO - __main__ - global_steps 250450 loss: 0.20863501 04/13/2022 03:38:50 - INFO - __main__ - global_steps 250500 loss: 0.21453225 04/13/2022 03:38:55 - INFO - __main__ - global_steps 250550 loss: 0.14555797 04/13/2022 03:39:00 - INFO - __main__ - global_steps 250600 loss: 0.13131311 04/13/2022 03:39:04 - INFO - __main__ - global_steps 250650 loss: 0.18559356 04/13/2022 03:39:08 - INFO - __main__ - global_steps 250700 loss: 0.19741800 04/13/2022 03:39:13 - INFO - __main__ - global_steps 250750 loss: 0.21656980 04/13/2022 03:39:17 - INFO - __main__ - global_steps 250800 loss: 0.19043557 04/13/2022 03:39:22 - INFO - __main__ - global_steps 250850 loss: 0.20701701 04/13/2022 03:39:26 - INFO - __main__ - global_steps 250900 loss: 0.21313515 04/13/2022 03:39:31 - INFO - __main__ - global_steps 250950 loss: 0.16630487 04/13/2022 03:39:35 - INFO - __main__ - global_steps 251000 loss: 0.16609300 04/13/2022 03:39:40 - INFO - __main__ - global_steps 251050 loss: 0.17855454 04/13/2022 03:39:45 - INFO - __main__ - global_steps 251100 loss: 0.17372640 04/13/2022 03:39:49 - INFO - __main__ - global_steps 251150 loss: 0.21862657 04/13/2022 03:39:54 - INFO - __main__ - global_steps 251200 loss: 0.17854381 04/13/2022 03:39:59 - INFO - __main__ - global_steps 251250 loss: 0.20611845 04/13/2022 03:40:03 - INFO - __main__ - global_steps 251300 loss: 0.26078338 04/13/2022 03:40:08 - INFO - __main__ - global_steps 251350 loss: 0.23372100 04/13/2022 03:40:12 - INFO - __main__ - global_steps 251400 loss: 0.18483463 04/13/2022 03:40:17 - INFO - __main__ - global_steps 251450 loss: 0.15238599 04/13/2022 03:40:21 - INFO - __main__ - global_steps 251500 loss: 0.18168866 04/13/2022 03:40:26 - INFO - __main__ - global_steps 251550 loss: 0.15249284 04/13/2022 03:40:31 - INFO - __main__ - global_steps 251600 loss: 0.18989807 04/13/2022 03:40:35 - INFO - __main__ - global_steps 251650 loss: 0.25518969 04/13/2022 03:40:40 - INFO - __main__ - global_steps 251700 loss: 0.22615241 04/13/2022 03:40:45 - INFO - __main__ - global_steps 251750 loss: 0.21387624 04/13/2022 03:40:49 - INFO - __main__ - global_steps 251800 loss: 0.18968847 04/13/2022 03:40:54 - INFO - __main__ - global_steps 251850 loss: 0.16753544 04/13/2022 03:40:59 - INFO - __main__ - global_steps 251900 loss: 0.18350424 04/13/2022 03:41:03 - INFO - __main__ - global_steps 251950 loss: 0.22281049 04/13/2022 03:41:07 - INFO - __main__ - global_steps 252000 loss: 0.16433291 04/13/2022 03:41:12 - INFO - __main__ - global_steps 252050 loss: 0.14000577 04/13/2022 03:41:16 - INFO - __main__ - global_steps 252100 loss: 0.24723814 04/13/2022 03:41:20 - INFO - __main__ - global_steps 252150 loss: 0.19259437 04/13/2022 03:41:25 - INFO - __main__ - global_steps 252200 loss: 0.18316886 04/13/2022 03:41:29 - INFO - __main__ - global_steps 252250 loss: 0.15137359 04/13/2022 03:41:34 - INFO - __main__ - global_steps 252300 loss: 0.24990750 04/13/2022 03:41:39 - INFO - __main__ - global_steps 252350 loss: 0.13027959 04/13/2022 03:41:43 - INFO - __main__ - global_steps 252400 loss: 0.20582085 04/13/2022 03:41:48 - INFO - __main__ - global_steps 252450 loss: 0.20844058 04/13/2022 03:41:52 - INFO - __main__ - global_steps 252500 loss: 0.25570081 04/13/2022 03:41:52 - INFO - __main__ - ********** Running evaluating ********** 04/13/2022 03:41:56 - INFO - __main__ - ########## val_ar_acc 0.7060240963855422 ########## 04/13/2022 03:42:01 - INFO - __main__ - ########## val_bg_acc 0.7441767068273092 ########## 04/13/2022 03:42:05 - INFO - __main__ - ########## val_de_acc 0.757429718875502 ########## 04/13/2022 03:42:10 - INFO - __main__ - ########## val_el_acc 0.7373493975903614 ########## 04/13/2022 03:42:14 - INFO - __main__ - ########## val_en_acc 0.8465863453815261 ########## 04/13/2022 03:42:18 - INFO - __main__ - ########## val_es_acc 0.7763052208835342 ########## 04/13/2022 03:42:23 - INFO - __main__ - ########## val_fr_acc 0.7666666666666667 ########## 04/13/2022 03:42:27 - INFO - __main__ - ########## val_hi_acc 0.672289156626506 ########## 04/13/2022 03:42:32 - INFO - __main__ - ########## val_ru_acc 0.7220883534136546 ########## 04/13/2022 03:42:36 - INFO - __main__ - ########## val_sw_acc 0.6582329317269077 ########## 04/13/2022 03:42:40 - INFO - __main__ - ########## val_th_acc 0.6775100401606425 ########## 04/13/2022 03:42:44 - INFO - __main__ - ########## val_tr_acc 0.7088353413654619 ########## 04/13/2022 03:42:49 - INFO - __main__ - ########## val_ur_acc 0.6216867469879518 ########## 04/13/2022 03:42:54 - INFO - __main__ - ########## val_vi_acc 0.7176706827309237 ########## 04/13/2022 03:42:58 - INFO - __main__ - ########## val_zh_acc 0.7345381526104418 ########## 04/13/2022 03:43:07 - INFO - __main__ - ########## test_ar_acc 0.7151696606786427 ########## 04/13/2022 03:43:16 - INFO - __main__ - ########## test_bg_acc 0.7580838323353294 ########## 04/13/2022 03:43:25 - INFO - __main__ - ########## test_de_acc 0.7564870259481038 ########## 04/13/2022 03:43:35 - INFO - __main__ - ########## test_el_acc 0.7365269461077845 ########## 04/13/2022 03:43:44 - INFO - __main__ - ########## test_en_acc 0.8411177644710579 ########## 04/13/2022 03:43:53 - INFO - __main__ - ########## test_es_acc 0.7872255489021956 ########## 04/13/2022 03:44:02 - INFO - __main__ - ########## test_fr_acc 0.7732534930139721 ########## 04/13/2022 03:44:12 - INFO - __main__ - ########## test_hi_acc 0.6720558882235529 ########## 04/13/2022 03:44:21 - INFO - __main__ - ########## test_ru_acc 0.7337325349301397 ########## 04/13/2022 03:44:30 - INFO - __main__ - ########## test_sw_acc 0.6730538922155689 ########## 04/13/2022 03:44:39 - INFO - __main__ - ########## test_th_acc 0.6840319361277445 ########## 04/13/2022 03:44:48 - INFO - __main__ - ########## test_tr_acc 0.6990019960079841 ########## 04/13/2022 03:44:58 - INFO - __main__ - ########## test_ur_acc 0.6337325349301397 ########## 04/13/2022 03:45:07 - INFO - __main__ - ########## test_vi_acc 0.720558882235529 ########## 04/13/2022 03:45:16 - INFO - __main__ - ########## test_zh_acc 0.7303393213572854 ########## 04/13/2022 03:45:16 - INFO - __main__ - val_ar_acc = 0.7060240963855422 04/13/2022 03:45:16 - INFO - __main__ - val_bg_acc = 0.7441767068273092 04/13/2022 03:45:16 - INFO - __main__ - val_de_acc = 0.757429718875502 04/13/2022 03:45:16 - INFO - __main__ - val_el_acc = 0.7373493975903614 04/13/2022 03:45:16 - INFO - __main__ - val_en_acc = 0.8465863453815261 04/13/2022 03:45:16 - INFO - __main__ - val_es_acc = 0.7763052208835342 04/13/2022 03:45:16 - INFO - __main__ - val_fr_acc = 0.7666666666666667 04/13/2022 03:45:16 - INFO - __main__ - val_hi_acc = 0.672289156626506 04/13/2022 03:45:16 - INFO - __main__ - val_ru_acc = 0.7220883534136546 04/13/2022 03:45:16 - INFO - __main__ - val_sw_acc = 0.6582329317269077 04/13/2022 03:45:16 - INFO - __main__ - val_th_acc = 0.6775100401606425 04/13/2022 03:45:16 - INFO - __main__ - val_tr_acc = 0.7088353413654619 04/13/2022 03:45:16 - INFO - __main__ - val_ur_acc = 0.6216867469879518 04/13/2022 03:45:16 - INFO - __main__ - val_vi_acc = 0.7176706827309237 04/13/2022 03:45:16 - INFO - __main__ - val_zh_acc = 0.7345381526104418 04/13/2022 03:45:16 - INFO - __main__ - val_avg_acc = 0.7231593038821954 04/13/2022 03:45:16 - INFO - __main__ - test_ar_acc = 0.7151696606786427 04/13/2022 03:45:16 - INFO - __main__ - test_bg_acc = 0.7580838323353294 04/13/2022 03:45:16 - INFO - __main__ - test_de_acc = 0.7564870259481038 04/13/2022 03:45:16 - INFO - __main__ - test_el_acc = 0.7365269461077845 04/13/2022 03:45:16 - INFO - __main__ - test_en_acc = 0.8411177644710579 04/13/2022 03:45:16 - INFO - __main__ - test_es_acc = 0.7872255489021956 04/13/2022 03:45:16 - INFO - __main__ - test_fr_acc = 0.7732534930139721 04/13/2022 03:45:16 - INFO - __main__ - test_hi_acc = 0.6720558882235529 04/13/2022 03:45:16 - INFO - __main__ - test_ru_acc = 0.7337325349301397 04/13/2022 03:45:16 - INFO - __main__ - test_sw_acc = 0.6730538922155689 04/13/2022 03:45:16 - INFO - __main__ - test_th_acc = 0.6840319361277445 04/13/2022 03:45:16 - INFO - __main__ - test_tr_acc = 0.6990019960079841 04/13/2022 03:45:16 - INFO - __main__ - test_ur_acc = 0.6337325349301397 04/13/2022 03:45:16 - INFO - __main__ - test_vi_acc = 0.720558882235529 04/13/2022 03:45:16 - INFO - __main__ - test_zh_acc = 0.7303393213572854 04/13/2022 03:45:16 - INFO - __main__ - test_avg_acc = 0.7276247504990021 04/13/2022 03:45:17 - INFO - utils - remove old ckpt: xnli_right_avg_new/ckpt/step-252500-test_avg_acc-0.7276247504990021-val_avg_acc-0.7231593038821954 04/13/2022 03:45:17 - INFO - __main__ - ********** Evaluating Done ********** 04/13/2022 03:45:22 - INFO - __main__ - global_steps 252550 loss: 0.19624422 04/13/2022 03:45:26 - INFO - __main__ - global_steps 252600 loss: 0.17388886 04/13/2022 03:45:31 - INFO - __main__ - global_steps 252650 loss: 0.18221136 04/13/2022 03:45:35 - INFO - __main__ - global_steps 252700 loss: 0.23075151 04/13/2022 03:45:40 - INFO - __main__ - global_steps 252750 loss: 0.17047977 04/13/2022 03:45:44 - INFO - __main__ - global_steps 252800 loss: 0.16253773 04/13/2022 03:45:49 - INFO - __main__ - global_steps 252850 loss: 0.13665368 04/13/2022 03:45:53 - INFO - __main__ - global_steps 252900 loss: 0.15857730 04/13/2022 03:45:58 - INFO - __main__ - global_steps 252950 loss: 0.14614527 04/13/2022 03:46:03 - INFO - __main__ - global_steps 253000 loss: 0.17228152 04/13/2022 03:46:07 - INFO - __main__ - global_steps 253050 loss: 0.15667788 04/13/2022 03:46:12 - INFO - __main__ - global_steps 253100 loss: 0.18264510 04/13/2022 03:46:17 - INFO - __main__ - global_steps 253150 loss: 0.26284495 04/13/2022 03:46:21 - INFO - __main__ - global_steps 253200 loss: 0.21972551 04/13/2022 03:46:26 - INFO - __main__ - global_steps 253250 loss: 0.21190361 04/13/2022 03:46:31 - INFO - __main__ - global_steps 253300 loss: 0.19827943 04/13/2022 03:46:35 - INFO - __main__ - global_steps 253350 loss: 0.18142039 04/13/2022 03:46:40 - INFO - __main__ - global_steps 253400 loss: 0.24822696 04/13/2022 03:46:44 - INFO - __main__ - global_steps 253450 loss: 0.19848318 04/13/2022 03:46:49 - INFO - __main__ - global_steps 253500 loss: 0.17350004 04/13/2022 03:46:53 - INFO - __main__ - global_steps 253550 loss: 0.14116708 04/13/2022 03:46:58 - INFO - __main__ - global_steps 253600 loss: 0.13062840 04/13/2022 03:47:02 - INFO - __main__ - global_steps 253650 loss: 0.14663941 04/13/2022 03:47:07 - INFO - __main__ - global_steps 253700 loss: 0.15264835 04/13/2022 03:47:12 - INFO - __main__ - global_steps 253750 loss: 0.22832661 04/13/2022 03:47:16 - INFO - __main__ - global_steps 253800 loss: 0.21010305 04/13/2022 03:47:21 - INFO - __main__ - global_steps 253850 loss: 0.16715585 04/13/2022 03:47:25 - INFO - __main__ - global_steps 253900 loss: 0.17850535 04/13/2022 03:47:30 - INFO - __main__ - global_steps 253950 loss: 0.18998087 04/13/2022 03:47:35 - INFO - __main__ - global_steps 254000 loss: 0.18938371 04/13/2022 03:47:39 - INFO - __main__ - global_steps 254050 loss: 0.18202968 04/13/2022 03:47:44 - INFO - __main__ - global_steps 254100 loss: 0.20525462 04/13/2022 03:47:48 - INFO - __main__ - global_steps 254150 loss: 0.17149836 04/13/2022 03:47:53 - INFO - __main__ - global_steps 254200 loss: 0.19896860 04/13/2022 03:47:57 - INFO - __main__ - global_steps 254250 loss: 0.20996215 04/13/2022 03:48:02 - INFO - __main__ - global_steps 254300 loss: 0.17314019 04/13/2022 03:48:06 - INFO - __main__ - global_steps 254350 loss: 0.17255775 04/13/2022 03:48:11 - INFO - __main__ - global_steps 254400 loss: 0.19608203 04/13/2022 03:48:16 - INFO - __main__ - global_steps 254450 loss: 0.17369949 04/13/2022 03:48:20 - INFO - __main__ - global_steps 254500 loss: 0.19984865 04/13/2022 03:48:25 - INFO - __main__ - global_steps 254550 loss: 0.18563734 04/13/2022 03:48:30 - INFO - __main__ - global_steps 254600 loss: 0.19891761 04/13/2022 03:48:34 - INFO - __main__ - global_steps 254650 loss: 0.12125337 04/13/2022 03:48:39 - INFO - __main__ - global_steps 254700 loss: 0.13855400 04/13/2022 03:48:43 - INFO - __main__ - global_steps 254750 loss: 0.18094908 04/13/2022 03:48:48 - INFO - __main__ - global_steps 254800 loss: 0.18606884 04/13/2022 03:48:53 - INFO - __main__ - global_steps 254850 loss: 0.17602967 04/13/2022 03:48:57 - INFO - __main__ - global_steps 254900 loss: 0.16071926 04/13/2022 03:49:01 - INFO - __main__ - global_steps 254950 loss: 0.14496397 04/13/2022 03:49:06 - INFO - __main__ - global_steps 255000 loss: 0.20939945 04/13/2022 03:49:06 - INFO - __main__ - ********** Running evaluating ********** 04/13/2022 03:49:10 - INFO - __main__ - ########## val_ar_acc 0.6698795180722892 ########## 04/13/2022 03:49:15 - INFO - __main__ - ########## val_bg_acc 0.7192771084337349 ########## 04/13/2022 03:49:19 - INFO - __main__ - ########## val_de_acc 0.7208835341365462 ########## 04/13/2022 03:49:24 - INFO - __main__ - ########## val_el_acc 0.7 ########## 04/13/2022 03:49:28 - INFO - __main__ - ########## val_en_acc 0.8248995983935743 ########## 04/13/2022 03:49:33 - INFO - __main__ - ########## val_es_acc 0.7578313253012048 ########## 04/13/2022 03:49:37 - INFO - __main__ - ########## val_fr_acc 0.7365461847389558 ########## 04/13/2022 03:49:42 - INFO - __main__ - ########## val_hi_acc 0.6393574297188755 ########## 04/13/2022 03:49:46 - INFO - __main__ - ########## val_ru_acc 0.6951807228915663 ########## 04/13/2022 03:49:51 - INFO - __main__ - ########## val_sw_acc 0.621285140562249 ########## 04/13/2022 03:49:55 - INFO - __main__ - ########## val_th_acc 0.6449799196787148 ########## 04/13/2022 03:49:59 - INFO - __main__ - ########## val_tr_acc 0.6795180722891566 ########## 04/13/2022 03:50:04 - INFO - __main__ - ########## val_ur_acc 0.5771084337349398 ########## 04/13/2022 03:50:08 - INFO - __main__ - ########## val_vi_acc 0.6807228915662651 ########## 04/13/2022 03:50:12 - INFO - __main__ - ########## val_zh_acc 0.7072289156626506 ########## 04/13/2022 03:50:21 - INFO - __main__ - ########## test_ar_acc 0.675249500998004 ########## 04/13/2022 03:50:31 - INFO - __main__ - ########## test_bg_acc 0.729940119760479 ########## 04/13/2022 03:50:40 - INFO - __main__ - ########## test_de_acc 0.7193612774451098 ########## 04/13/2022 03:50:50 - INFO - __main__ - ########## test_el_acc 0.7037924151696606 ########## 04/13/2022 03:50:58 - INFO - __main__ - ########## test_en_acc 0.819560878243513 ########## 04/13/2022 03:51:08 - INFO - __main__ - ########## test_es_acc 0.7504990019960079 ########## 04/13/2022 03:51:17 - INFO - __main__ - ########## test_fr_acc 0.7526946107784431 ########## 04/13/2022 03:51:27 - INFO - __main__ - ########## test_hi_acc 0.6291417165668662 ########## 04/13/2022 03:51:36 - INFO - __main__ - ########## test_ru_acc 0.7077844311377246 ########## 04/13/2022 03:51:45 - INFO - __main__ - ########## test_sw_acc 0.6349301397205589 ########## 04/13/2022 03:51:54 - INFO - __main__ - ########## test_th_acc 0.6564870259481038 ########## 04/13/2022 03:52:03 - INFO - __main__ - ########## test_tr_acc 0.6678642714570858 ########## 04/13/2022 03:52:12 - INFO - __main__ - ########## test_ur_acc 0.5986027944111777 ########## 04/13/2022 03:52:22 - INFO - __main__ - ########## test_vi_acc 0.6884231536926148 ########## 04/13/2022 03:52:31 - INFO - __main__ - ########## test_zh_acc 0.6950099800399202 ########## 04/13/2022 03:52:31 - INFO - __main__ - val_ar_acc = 0.6698795180722892 04/13/2022 03:52:31 - INFO - __main__ - val_bg_acc = 0.7192771084337349 04/13/2022 03:52:31 - INFO - __main__ - val_de_acc = 0.7208835341365462 04/13/2022 03:52:31 - INFO - __main__ - val_el_acc = 0.7 04/13/2022 03:52:31 - INFO - __main__ - val_en_acc = 0.8248995983935743 04/13/2022 03:52:31 - INFO - __main__ - val_es_acc = 0.7578313253012048 04/13/2022 03:52:31 - INFO - __main__ - val_fr_acc = 0.7365461847389558 04/13/2022 03:52:31 - INFO - __main__ - val_hi_acc = 0.6393574297188755 04/13/2022 03:52:31 - INFO - __main__ - val_ru_acc = 0.6951807228915663 04/13/2022 03:52:31 - INFO - __main__ - val_sw_acc = 0.621285140562249 04/13/2022 03:52:31 - INFO - __main__ - val_th_acc = 0.6449799196787148 04/13/2022 03:52:31 - INFO - __main__ - val_tr_acc = 0.6795180722891566 04/13/2022 03:52:31 - INFO - __main__ - val_ur_acc = 0.5771084337349398 04/13/2022 03:52:31 - INFO - __main__ - val_vi_acc = 0.6807228915662651 04/13/2022 03:52:31 - INFO - __main__ - val_zh_acc = 0.7072289156626506 04/13/2022 03:52:31 - INFO - __main__ - val_avg_acc = 0.6916465863453816 04/13/2022 03:52:31 - INFO - __main__ - test_ar_acc = 0.675249500998004 04/13/2022 03:52:31 - INFO - __main__ - test_bg_acc = 0.729940119760479 04/13/2022 03:52:31 - INFO - __main__ - test_de_acc = 0.7193612774451098 04/13/2022 03:52:31 - INFO - __main__ - test_el_acc = 0.7037924151696606 04/13/2022 03:52:31 - INFO - __main__ - test_en_acc = 0.819560878243513 04/13/2022 03:52:31 - INFO - __main__ - test_es_acc = 0.7504990019960079 04/13/2022 03:52:31 - INFO - __main__ - test_fr_acc = 0.7526946107784431 04/13/2022 03:52:31 - INFO - __main__ - test_hi_acc = 0.6291417165668662 04/13/2022 03:52:31 - INFO - __main__ - test_ru_acc = 0.7077844311377246 04/13/2022 03:52:31 - INFO - __main__ - test_sw_acc = 0.6349301397205589 04/13/2022 03:52:31 - INFO - __main__ - test_th_acc = 0.6564870259481038 04/13/2022 03:52:31 - INFO - __main__ - test_tr_acc = 0.6678642714570858 04/13/2022 03:52:31 - INFO - __main__ - test_ur_acc = 0.5986027944111777 04/13/2022 03:52:31 - INFO - __main__ - test_vi_acc = 0.6884231536926148 04/13/2022 03:52:31 - INFO - __main__ - test_zh_acc = 0.6950099800399202 04/13/2022 03:52:31 - INFO - __main__ - test_avg_acc = 0.6952894211576844 04/13/2022 03:52:32 - INFO - utils - remove old ckpt: xnli_right_avg_new/ckpt/step-255000-test_avg_acc-0.6952894211576844-val_avg_acc-0.6916465863453816 04/13/2022 03:52:32 - INFO - __main__ - ********** Evaluating Done ********** 04/13/2022 03:52:37 - INFO - __main__ - global_steps 255050 loss: 0.19553244 04/13/2022 03:52:41 - INFO - __main__ - global_steps 255100 loss: 0.18955658 04/13/2022 03:52:45 - INFO - __main__ - global_steps 255150 loss: 0.13431502 04/13/2022 03:52:49 - INFO - __main__ - global_steps 255200 loss: 0.15762487 04/13/2022 03:52:54 - INFO - __main__ - global_steps 255250 loss: 0.21714843 04/13/2022 03:52:58 - INFO - __main__ - global_steps 255300 loss: 0.21633447 04/13/2022 03:53:03 - INFO - __main__ - global_steps 255350 loss: 0.20679336 04/13/2022 03:53:07 - INFO - __main__ - global_steps 255400 loss: 0.16456724 04/13/2022 03:53:12 - INFO - __main__ - global_steps 255450 loss: 0.15301584 04/13/2022 03:53:17 - INFO - __main__ - global_steps 255500 loss: 0.23150672 04/13/2022 03:53:21 - INFO - __main__ - global_steps 255550 loss: 0.16588106 04/13/2022 03:53:25 - INFO - __main__ - global_steps 255600 loss: 0.14293524 04/13/2022 03:53:30 - INFO - __main__ - global_steps 255650 loss: 0.13207787 04/13/2022 03:53:34 - INFO - __main__ - global_steps 255700 loss: 0.16961707 04/13/2022 03:53:38 - INFO - __main__ - global_steps 255750 loss: 0.26515766 04/13/2022 03:53:43 - INFO - __main__ - global_steps 255800 loss: 0.16831229 04/13/2022 03:53:48 - INFO - __main__ - global_steps 255850 loss: 0.23927622 04/13/2022 03:53:52 - INFO - __main__ - global_steps 255900 loss: 0.19734102 04/13/2022 03:53:57 - INFO - __main__ - global_steps 255950 loss: 0.21570557 04/13/2022 03:54:02 - INFO - __main__ - global_steps 256000 loss: 0.15853215 04/13/2022 03:54:06 - INFO - __main__ - global_steps 256050 loss: 0.23175117 04/13/2022 03:54:11 - INFO - __main__ - global_steps 256100 loss: 0.19210451 04/13/2022 03:54:15 - INFO - __main__ - global_steps 256150 loss: 0.14637546 04/13/2022 03:54:20 - INFO - __main__ - global_steps 256200 loss: 0.20926061 04/13/2022 03:54:25 - INFO - __main__ - global_steps 256250 loss: 0.22462304 04/13/2022 03:54:29 - INFO - __main__ - global_steps 256300 loss: 0.14923843 04/13/2022 03:54:34 - INFO - __main__ - global_steps 256350 loss: 0.15137011 04/13/2022 03:54:38 - INFO - __main__ - global_steps 256400 loss: 0.21266035 04/13/2022 03:54:43 - INFO - __main__ - global_steps 256450 loss: 0.14696331 04/13/2022 03:54:48 - INFO - __main__ - global_steps 256500 loss: 0.20039283 04/13/2022 03:54:52 - INFO - __main__ - global_steps 256550 loss: 0.21530022 04/13/2022 03:54:57 - INFO - __main__ - global_steps 256600 loss: 0.18811126 04/13/2022 03:55:02 - INFO - __main__ - global_steps 256650 loss: 0.19100003 04/13/2022 03:55:06 - INFO - __main__ - global_steps 256700 loss: 0.17827820 04/13/2022 03:55:11 - INFO - __main__ - global_steps 256750 loss: 0.15213464 04/13/2022 03:55:15 - INFO - __main__ - global_steps 256800 loss: 0.18318268 04/13/2022 03:55:20 - INFO - __main__ - global_steps 256850 loss: 0.15564565 04/13/2022 03:55:25 - INFO - __main__ - global_steps 256900 loss: 0.14536238 04/13/2022 03:55:29 - INFO - __main__ - global_steps 256950 loss: 0.15905224 04/13/2022 03:55:34 - INFO - __main__ - global_steps 257000 loss: 0.24689590 04/13/2022 03:55:39 - INFO - __main__ - global_steps 257050 loss: 0.15912074 04/13/2022 03:55:43 - INFO - __main__ - global_steps 257100 loss: 0.21814614 04/13/2022 03:55:48 - INFO - __main__ - global_steps 257150 loss: 0.24122986 04/13/2022 03:55:53 - INFO - __main__ - global_steps 257200 loss: 0.15992463 04/13/2022 03:55:57 - INFO - __main__ - global_steps 257250 loss: 0.19774011 04/13/2022 03:56:02 - INFO - __main__ - global_steps 257300 loss: 0.14680613 04/13/2022 03:56:06 - INFO - __main__ - global_steps 257350 loss: 0.20497869 04/13/2022 03:56:11 - INFO - __main__ - global_steps 257400 loss: 0.20475003 04/13/2022 03:56:15 - INFO - __main__ - global_steps 257450 loss: 0.19859301 04/13/2022 03:56:20 - INFO - __main__ - global_steps 257500 loss: 0.21886279 04/13/2022 03:56:20 - INFO - __main__ - ********** Running evaluating ********** 04/13/2022 03:56:24 - INFO - __main__ - ########## val_ar_acc 0.7 ########## 04/13/2022 03:56:29 - INFO - __main__ - ########## val_bg_acc 0.7461847389558233 ########## 04/13/2022 03:56:33 - INFO - __main__ - ########## val_de_acc 0.7550200803212851 ########## 04/13/2022 03:56:38 - INFO - __main__ - ########## val_el_acc 0.744578313253012 ########## 04/13/2022 03:56:42 - INFO - __main__ - ########## val_en_acc 0.8397590361445784 ########## 04/13/2022 03:56:47 - INFO - __main__ - ########## val_es_acc 0.7779116465863454 ########## 04/13/2022 03:56:51 - INFO - __main__ - ########## val_fr_acc 0.7686746987951807 ########## 04/13/2022 03:56:56 - INFO - __main__ - ########## val_hi_acc 0.6670682730923695 ########## 04/13/2022 03:57:00 - INFO - __main__ - ########## val_ru_acc 0.7144578313253012 ########## 04/13/2022 03:57:04 - INFO - __main__ - ########## val_sw_acc 0.6497991967871486 ########## 04/13/2022 03:57:08 - INFO - __main__ - ########## val_th_acc 0.6879518072289157 ########## 04/13/2022 03:57:13 - INFO - __main__ - ########## val_tr_acc 0.7032128514056225 ########## 04/13/2022 03:57:17 - INFO - __main__ - ########## val_ur_acc 0.6196787148594377 ########## 04/13/2022 03:57:22 - INFO - __main__ - ########## val_vi_acc 0.7220883534136546 ########## 04/13/2022 03:57:26 - INFO - __main__ - ########## val_zh_acc 0.7365461847389558 ########## 04/13/2022 03:57:35 - INFO - __main__ - ########## test_ar_acc 0.7139720558882235 ########## 04/13/2022 03:57:44 - INFO - __main__ - ########## test_bg_acc 0.7634730538922155 ########## 04/13/2022 03:57:53 - INFO - __main__ - ########## test_de_acc 0.7578842315369262 ########## 04/13/2022 03:58:03 - INFO - __main__ - ########## test_el_acc 0.7381237524950099 ########## 04/13/2022 03:58:11 - INFO - __main__ - ########## test_en_acc 0.8423153692614771 ########## 04/13/2022 03:58:20 - INFO - __main__ - ########## test_es_acc 0.7790419161676647 ########## 04/13/2022 03:58:30 - INFO - __main__ - ########## test_fr_acc 0.7802395209580838 ########## 04/13/2022 03:58:40 - INFO - __main__ - ########## test_hi_acc 0.6696606786427146 ########## 04/13/2022 03:58:49 - INFO - __main__ - ########## test_ru_acc 0.742315369261477 ########## 04/13/2022 03:58:58 - INFO - __main__ - ########## test_sw_acc 0.6694610778443114 ########## 04/13/2022 03:59:07 - INFO - __main__ - ########## test_th_acc 0.6902195608782435 ########## 04/13/2022 03:59:16 - INFO - __main__ - ########## test_tr_acc 0.7007984031936128 ########## 04/13/2022 03:59:25 - INFO - __main__ - ########## test_ur_acc 0.63812375249501 ########## 04/13/2022 03:59:34 - INFO - __main__ - ########## test_vi_acc 0.7261477045908183 ########## 04/13/2022 03:59:43 - INFO - __main__ - ########## test_zh_acc 0.7345309381237525 ########## 04/13/2022 03:59:43 - INFO - __main__ - val_ar_acc = 0.7 04/13/2022 03:59:43 - INFO - __main__ - val_bg_acc = 0.7461847389558233 04/13/2022 03:59:43 - INFO - __main__ - val_de_acc = 0.7550200803212851 04/13/2022 03:59:43 - INFO - __main__ - val_el_acc = 0.744578313253012 04/13/2022 03:59:43 - INFO - __main__ - val_en_acc = 0.8397590361445784 04/13/2022 03:59:43 - INFO - __main__ - val_es_acc = 0.7779116465863454 04/13/2022 03:59:43 - INFO - __main__ - val_fr_acc = 0.7686746987951807 04/13/2022 03:59:43 - INFO - __main__ - val_hi_acc = 0.6670682730923695 04/13/2022 03:59:43 - INFO - __main__ - val_ru_acc = 0.7144578313253012 04/13/2022 03:59:43 - INFO - __main__ - val_sw_acc = 0.6497991967871486 04/13/2022 03:59:43 - INFO - __main__ - val_th_acc = 0.6879518072289157 04/13/2022 03:59:43 - INFO - __main__ - val_tr_acc = 0.7032128514056225 04/13/2022 03:59:43 - INFO - __main__ - val_ur_acc = 0.6196787148594377 04/13/2022 03:59:43 - INFO - __main__ - val_vi_acc = 0.7220883534136546 04/13/2022 03:59:43 - INFO - __main__ - val_zh_acc = 0.7365461847389558 04/13/2022 03:59:43 - INFO - __main__ - val_avg_acc = 0.7221954484605086 04/13/2022 03:59:43 - INFO - __main__ - test_ar_acc = 0.7139720558882235 04/13/2022 03:59:43 - INFO - __main__ - test_bg_acc = 0.7634730538922155 04/13/2022 03:59:43 - INFO - __main__ - test_de_acc = 0.7578842315369262 04/13/2022 03:59:43 - INFO - __main__ - test_el_acc = 0.7381237524950099 04/13/2022 03:59:43 - INFO - __main__ - test_en_acc = 0.8423153692614771 04/13/2022 03:59:43 - INFO - __main__ - test_es_acc = 0.7790419161676647 04/13/2022 03:59:43 - INFO - __main__ - test_fr_acc = 0.7802395209580838 04/13/2022 03:59:43 - INFO - __main__ - test_hi_acc = 0.6696606786427146 04/13/2022 03:59:43 - INFO - __main__ - test_ru_acc = 0.742315369261477 04/13/2022 03:59:43 - INFO - __main__ - test_sw_acc = 0.6694610778443114 04/13/2022 03:59:43 - INFO - __main__ - test_th_acc = 0.6902195608782435 04/13/2022 03:59:43 - INFO - __main__ - test_tr_acc = 0.7007984031936128 04/13/2022 03:59:43 - INFO - __main__ - test_ur_acc = 0.63812375249501 04/13/2022 03:59:43 - INFO - __main__ - test_vi_acc = 0.7261477045908183 04/13/2022 03:59:43 - INFO - __main__ - test_zh_acc = 0.7345309381237525 04/13/2022 03:59:43 - INFO - __main__ - test_avg_acc = 0.7297538256819694 04/13/2022 03:59:44 - INFO - utils - remove old ckpt: xnli_right_avg_new/ckpt/step-257500-test_avg_acc-0.7297538256819694-val_avg_acc-0.7221954484605086 04/13/2022 03:59:44 - INFO - __main__ - ********** Evaluating Done ********** 04/13/2022 03:59:49 - INFO - __main__ - global_steps 257550 loss: 0.17200275 04/13/2022 03:59:54 - INFO - __main__ - global_steps 257600 loss: 0.19647166 04/13/2022 03:59:58 - INFO - __main__ - global_steps 257650 loss: 0.17084919 04/13/2022 04:00:03 - INFO - __main__ - global_steps 257700 loss: 0.21592347 04/13/2022 04:00:07 - INFO - __main__ - global_steps 257750 loss: 0.15170334 04/13/2022 04:00:11 - INFO - __main__ - global_steps 257800 loss: 0.14983753 04/13/2022 04:00:16 - INFO - __main__ - global_steps 257850 loss: 0.20315185 04/13/2022 04:00:20 - INFO - __main__ - global_steps 257900 loss: 0.19023269 04/13/2022 04:00:25 - INFO - __main__ - global_steps 257950 loss: 0.20696463 04/13/2022 04:00:30 - INFO - __main__ - global_steps 258000 loss: 0.17851118 04/13/2022 04:00:34 - INFO - __main__ - global_steps 258050 loss: 0.21136626 04/13/2022 04:00:39 - INFO - __main__ - global_steps 258100 loss: 0.15385795 04/13/2022 04:00:43 - INFO - __main__ - global_steps 258150 loss: 0.18068508 04/13/2022 04:00:47 - INFO - __main__ - global_steps 258200 loss: 0.23034258 04/13/2022 04:00:51 - INFO - __main__ - global_steps 258250 loss: 0.23583124 04/13/2022 04:00:56 - INFO - __main__ - global_steps 258300 loss: 0.14905167 04/13/2022 04:01:00 - INFO - __main__ - global_steps 258350 loss: 0.22500236 04/13/2022 04:01:05 - INFO - __main__ - global_steps 258400 loss: 0.21332501 04/13/2022 04:01:09 - INFO - __main__ - global_steps 258450 loss: 0.18577370 04/13/2022 04:01:14 - INFO - __main__ - global_steps 258500 loss: 0.14542805 04/13/2022 04:01:18 - INFO - __main__ - global_steps 258550 loss: 0.17459685 04/13/2022 04:01:23 - INFO - __main__ - global_steps 258600 loss: 0.16968954 04/13/2022 04:01:27 - INFO - __main__ - global_steps 258650 loss: 0.19064374 04/13/2022 04:01:32 - INFO - __main__ - global_steps 258700 loss: 0.14433746 04/13/2022 04:01:37 - INFO - __main__ - global_steps 258750 loss: 0.21277886 04/13/2022 04:01:41 - INFO - __main__ - global_steps 258800 loss: 0.13938375 04/13/2022 04:01:46 - INFO - __main__ - global_steps 258850 loss: 0.21957202 04/13/2022 04:01:50 - INFO - __main__ - global_steps 258900 loss: 0.22387568 04/13/2022 04:01:55 - INFO - __main__ - global_steps 258950 loss: 0.16688118 04/13/2022 04:02:00 - INFO - __main__ - global_steps 259000 loss: 0.18321586 04/13/2022 04:02:04 - INFO - __main__ - global_steps 259050 loss: 0.20963748 04/13/2022 04:02:09 - INFO - __main__ - global_steps 259100 loss: 0.11675046 04/13/2022 04:02:14 - INFO - __main__ - global_steps 259150 loss: 0.15844966 04/13/2022 04:02:18 - INFO - __main__ - global_steps 259200 loss: 0.24597737 04/13/2022 04:02:23 - INFO - __main__ - global_steps 259250 loss: 0.19608704 04/13/2022 04:02:27 - INFO - __main__ - global_steps 259300 loss: 0.25219398 04/13/2022 04:02:31 - INFO - __main__ - global_steps 259350 loss: 0.15490394 04/13/2022 04:02:35 - INFO - __main__ - global_steps 259400 loss: 0.18331506 04/13/2022 04:02:40 - INFO - __main__ - global_steps 259450 loss: 0.21838230 04/13/2022 04:02:44 - INFO - __main__ - global_steps 259500 loss: 0.17432866 04/13/2022 04:02:49 - INFO - __main__ - global_steps 259550 loss: 0.18984788 04/13/2022 04:02:53 - INFO - __main__ - global_steps 259600 loss: 0.15998328 04/13/2022 04:02:58 - INFO - __main__ - global_steps 259650 loss: 0.16803356 04/13/2022 04:03:03 - INFO - __main__ - global_steps 259700 loss: 0.22002415 04/13/2022 04:03:07 - INFO - __main__ - global_steps 259750 loss: 0.14876397 04/13/2022 04:03:12 - INFO - __main__ - global_steps 259800 loss: 0.17497894 04/13/2022 04:03:16 - INFO - __main__ - global_steps 259850 loss: 0.22582010 04/13/2022 04:03:20 - INFO - __main__ - global_steps 259900 loss: 0.23776352 04/13/2022 04:03:25 - INFO - __main__ - global_steps 259950 loss: 0.14110105 04/13/2022 04:03:30 - INFO - __main__ - global_steps 260000 loss: 0.14721368 04/13/2022 04:03:30 - INFO - __main__ - ********** Running evaluating ********** 04/13/2022 04:03:34 - INFO - __main__ - ########## val_ar_acc 0.7104417670682731 ########## 04/13/2022 04:03:39 - INFO - __main__ - ########## val_bg_acc 0.7469879518072289 ########## 04/13/2022 04:03:43 - INFO - __main__ - ########## val_de_acc 0.7610441767068273 ########## 04/13/2022 04:03:48 - INFO - __main__ - ########## val_el_acc 0.7477911646586345 ########## 04/13/2022 04:03:52 - INFO - __main__ - ########## val_en_acc 0.8417670682730923 ########## 04/13/2022 04:03:57 - INFO - __main__ - ########## val_es_acc 0.7839357429718875 ########## 04/13/2022 04:04:01 - INFO - __main__ - ########## val_fr_acc 0.7674698795180723 ########## 04/13/2022 04:04:06 - INFO - __main__ - ########## val_hi_acc 0.6759036144578313 ########## 04/13/2022 04:04:11 - INFO - __main__ - ########## val_ru_acc 0.7240963855421687 ########## 04/13/2022 04:04:15 - INFO - __main__ - ########## val_sw_acc 0.6690763052208836 ########## 04/13/2022 04:04:20 - INFO - __main__ - ########## val_th_acc 0.7 ########## 04/13/2022 04:04:24 - INFO - __main__ - ########## val_tr_acc 0.7132530120481928 ########## 04/13/2022 04:04:29 - INFO - __main__ - ########## val_ur_acc 0.6240963855421687 ########## 04/13/2022 04:04:33 - INFO - __main__ - ########## val_vi_acc 0.729718875502008 ########## 04/13/2022 04:04:38 - INFO - __main__ - ########## val_zh_acc 0.7413654618473896 ########## 04/13/2022 04:04:47 - INFO - __main__ - ########## test_ar_acc 0.7169660678642714 ########## 04/13/2022 04:04:56 - INFO - __main__ - ########## test_bg_acc 0.7634730538922155 ########## 04/13/2022 04:05:05 - INFO - __main__ - ########## test_de_acc 0.7660678642714571 ########## 04/13/2022 04:05:15 - INFO - __main__ - ########## test_el_acc 0.7441117764471058 ########## 04/13/2022 04:05:24 - INFO - __main__ - ########## test_en_acc 0.8483033932135728 ########## 04/13/2022 04:05:33 - INFO - __main__ - ########## test_es_acc 0.7856287425149701 ########## 04/13/2022 04:05:42 - INFO - __main__ - ########## test_fr_acc 0.7838323353293413 ########## 04/13/2022 04:05:52 - INFO - __main__ - ########## test_hi_acc 0.67624750499002 ########## 04/13/2022 04:06:01 - INFO - __main__ - ########## test_ru_acc 0.7477045908183633 ########## 04/13/2022 04:06:10 - INFO - __main__ - ########## test_sw_acc 0.67624750499002 ########## 04/13/2022 04:06:18 - INFO - __main__ - ########## test_th_acc 0.7005988023952096 ########## 04/13/2022 04:06:27 - INFO - __main__ - ########## test_tr_acc 0.6998003992015968 ########## 04/13/2022 04:06:36 - INFO - __main__ - ########## test_ur_acc 0.640119760479042 ########## 04/13/2022 04:06:46 - INFO - __main__ - ########## test_vi_acc 0.7269461077844311 ########## 04/13/2022 04:06:55 - INFO - __main__ - ########## test_zh_acc 0.7331337325349302 ########## 04/13/2022 04:06:55 - INFO - __main__ - val_ar_acc = 0.7104417670682731 04/13/2022 04:06:55 - INFO - __main__ - val_bg_acc = 0.7469879518072289 04/13/2022 04:06:55 - INFO - __main__ - val_de_acc = 0.7610441767068273 04/13/2022 04:06:55 - INFO - __main__ - val_el_acc = 0.7477911646586345 04/13/2022 04:06:55 - INFO - __main__ - val_en_acc = 0.8417670682730923 04/13/2022 04:06:55 - INFO - __main__ - val_es_acc = 0.7839357429718875 04/13/2022 04:06:55 - INFO - __main__ - val_fr_acc = 0.7674698795180723 04/13/2022 04:06:55 - INFO - __main__ - val_hi_acc = 0.6759036144578313 04/13/2022 04:06:55 - INFO - __main__ - val_ru_acc = 0.7240963855421687 04/13/2022 04:06:55 - INFO - __main__ - val_sw_acc = 0.6690763052208836 04/13/2022 04:06:55 - INFO - __main__ - val_th_acc = 0.7 04/13/2022 04:06:55 - INFO - __main__ - val_tr_acc = 0.7132530120481928 04/13/2022 04:06:55 - INFO - __main__ - val_ur_acc = 0.6240963855421687 04/13/2022 04:06:55 - INFO - __main__ - val_vi_acc = 0.729718875502008 04/13/2022 04:06:55 - INFO - __main__ - val_zh_acc = 0.7413654618473896 04/13/2022 04:06:55 - INFO - __main__ - val_avg_acc = 0.7291298527443106 04/13/2022 04:06:55 - INFO - __main__ - test_ar_acc = 0.7169660678642714 04/13/2022 04:06:55 - INFO - __main__ - test_bg_acc = 0.7634730538922155 04/13/2022 04:06:55 - INFO - __main__ - test_de_acc = 0.7660678642714571 04/13/2022 04:06:55 - INFO - __main__ - test_el_acc = 0.7441117764471058 04/13/2022 04:06:55 - INFO - __main__ - test_en_acc = 0.8483033932135728 04/13/2022 04:06:55 - INFO - __main__ - test_es_acc = 0.7856287425149701 04/13/2022 04:06:55 - INFO - __main__ - test_fr_acc = 0.7838323353293413 04/13/2022 04:06:55 - INFO - __main__ - test_hi_acc = 0.67624750499002 04/13/2022 04:06:55 - INFO - __main__ - test_ru_acc = 0.7477045908183633 04/13/2022 04:06:55 - INFO - __main__ - test_sw_acc = 0.67624750499002 04/13/2022 04:06:55 - INFO - __main__ - test_th_acc = 0.7005988023952096 04/13/2022 04:06:55 - INFO - __main__ - test_tr_acc = 0.6998003992015968 04/13/2022 04:06:55 - INFO - __main__ - test_ur_acc = 0.640119760479042 04/13/2022 04:06:55 - INFO - __main__ - test_vi_acc = 0.7269461077844311 04/13/2022 04:06:55 - INFO - __main__ - test_zh_acc = 0.7331337325349302 04/13/2022 04:06:55 - INFO - __main__ - test_avg_acc = 0.7339454424484365 04/13/2022 04:06:56 - INFO - utils - remove old ckpt: xnli_right_avg_new/ckpt/step-260000-test_avg_acc-0.7339454424484365-val_avg_acc-0.7291298527443106 04/13/2022 04:06:56 - INFO - __main__ - ********** Evaluating Done ********** 04/13/2022 04:07:00 - INFO - __main__ - global_steps 260050 loss: 0.16988392 04/13/2022 04:07:05 - INFO - __main__ - global_steps 260100 loss: 0.18930953 04/13/2022 04:07:09 - INFO - __main__ - global_steps 260150 loss: 0.12967618 04/13/2022 04:07:13 - INFO - __main__ - global_steps 260200 loss: 0.16017495 04/13/2022 04:07:18 - INFO - __main__ - global_steps 260250 loss: 0.13831346 04/13/2022 04:07:22 - INFO - __main__ - global_steps 260300 loss: 0.21011070 04/13/2022 04:07:26 - INFO - __main__ - global_steps 260350 loss: 0.14859494 04/13/2022 04:07:31 - INFO - __main__ - global_steps 260400 loss: 0.18927088 04/13/2022 04:07:36 - INFO - __main__ - global_steps 260450 loss: 0.21388398 04/13/2022 04:07:40 - INFO - __main__ - global_steps 260500 loss: 0.19804058 04/13/2022 04:07:45 - INFO - __main__ - global_steps 260550 loss: 0.22024686 04/13/2022 04:07:49 - INFO - __main__ - global_steps 260600 loss: 0.20482140 04/13/2022 04:07:54 - INFO - __main__ - global_steps 260650 loss: 0.17882849 04/13/2022 04:07:59 - INFO - __main__ - global_steps 260700 loss: 0.18482827 04/13/2022 04:08:03 - INFO - __main__ - global_steps 260750 loss: 0.14845042 04/13/2022 04:08:08 - INFO - __main__ - global_steps 260800 loss: 0.19536299 04/13/2022 04:08:13 - INFO - __main__ - global_steps 260850 loss: 0.20265616 04/13/2022 04:08:17 - INFO - __main__ - global_steps 260900 loss: 0.20642156 04/13/2022 04:08:22 - INFO - __main__ - global_steps 260950 loss: 0.16506643 04/13/2022 04:08:26 - INFO - __main__ - global_steps 261000 loss: 0.21322353 04/13/2022 04:08:30 - INFO - __main__ - global_steps 261050 loss: 0.15585572 04/13/2022 04:08:35 - INFO - __main__ - global_steps 261100 loss: 0.20198740 04/13/2022 04:08:39 - INFO - __main__ - global_steps 261150 loss: 0.18895908 04/13/2022 04:08:44 - INFO - __main__ - global_steps 261200 loss: 0.19509328 04/13/2022 04:08:49 - INFO - __main__ - global_steps 261250 loss: 0.23472369 04/13/2022 04:08:53 - INFO - __main__ - global_steps 261300 loss: 0.18540779 04/13/2022 04:08:58 - INFO - __main__ - global_steps 261350 loss: 0.19893212 04/13/2022 04:09:03 - INFO - __main__ - global_steps 261400 loss: 0.18903021 04/13/2022 04:09:07 - INFO - __main__ - global_steps 261450 loss: 0.26648852 04/13/2022 04:09:12 - INFO - __main__ - global_steps 261500 loss: 0.14699110 04/13/2022 04:09:16 - INFO - __main__ - global_steps 261550 loss: 0.13203488 04/13/2022 04:09:21 - INFO - __main__ - global_steps 261600 loss: 0.17035606 04/13/2022 04:09:25 - INFO - __main__ - global_steps 261650 loss: 0.21651149 04/13/2022 04:09:30 - INFO - __main__ - global_steps 261700 loss: 0.15937105 04/13/2022 04:09:34 - INFO - __main__ - global_steps 261750 loss: 0.21276733 04/13/2022 04:09:39 - INFO - __main__ - global_steps 261800 loss: 0.21299210 04/13/2022 04:09:43 - INFO - __main__ - global_steps 261850 loss: 0.14525336 04/13/2022 04:09:48 - INFO - __main__ - global_steps 261900 loss: 0.19424551 04/13/2022 04:09:52 - INFO - __main__ - global_steps 261950 loss: 0.16133482 04/13/2022 04:09:57 - INFO - __main__ - global_steps 262000 loss: 0.15846283 04/13/2022 04:10:02 - INFO - __main__ - global_steps 262050 loss: 0.15880882 04/13/2022 04:10:06 - INFO - __main__ - global_steps 262100 loss: 0.18086500 04/13/2022 04:10:11 - INFO - __main__ - global_steps 262150 loss: 0.20432895 04/13/2022 04:10:15 - INFO - __main__ - global_steps 262200 loss: 0.16504165 04/13/2022 04:10:20 - INFO - __main__ - global_steps 262250 loss: 0.21234268 04/13/2022 04:10:25 - INFO - __main__ - global_steps 262300 loss: 0.14808031 04/13/2022 04:10:29 - INFO - __main__ - global_steps 262350 loss: 0.22238566 04/13/2022 04:10:34 - INFO - __main__ - global_steps 262400 loss: 0.20843601 04/13/2022 04:10:38 - INFO - __main__ - global_steps 262450 loss: 0.13088124 04/13/2022 04:10:43 - INFO - __main__ - global_steps 262500 loss: 0.19341643 04/13/2022 04:10:43 - INFO - __main__ - ********** Running evaluating ********** 04/13/2022 04:10:47 - INFO - __main__ - ########## val_ar_acc 0.7040160642570281 ########## 04/13/2022 04:10:52 - INFO - __main__ - ########## val_bg_acc 0.7514056224899598 ########## 04/13/2022 04:10:56 - INFO - __main__ - ########## val_de_acc 0.7622489959839357 ########## 04/13/2022 04:11:01 - INFO - __main__ - ########## val_el_acc 0.7493975903614458 ########## 04/13/2022 04:11:05 - INFO - __main__ - ########## val_en_acc 0.8437751004016064 ########## 04/13/2022 04:11:10 - INFO - __main__ - ########## val_es_acc 0.7779116465863454 ########## 04/13/2022 04:11:14 - INFO - __main__ - ########## val_fr_acc 0.7626506024096386 ########## 04/13/2022 04:11:19 - INFO - __main__ - ########## val_hi_acc 0.6734939759036145 ########## 04/13/2022 04:11:24 - INFO - __main__ - ########## val_ru_acc 0.7176706827309237 ########## 04/13/2022 04:11:28 - INFO - __main__ - ########## val_sw_acc 0.6662650602409639 ########## 04/13/2022 04:11:33 - INFO - __main__ - ########## val_th_acc 0.6883534136546184 ########## 04/13/2022 04:11:37 - INFO - __main__ - ########## val_tr_acc 0.708433734939759 ########## 04/13/2022 04:11:42 - INFO - __main__ - ########## val_ur_acc 0.6309236947791165 ########## 04/13/2022 04:11:46 - INFO - __main__ - ########## val_vi_acc 0.7236947791164658 ########## 04/13/2022 04:11:51 - INFO - __main__ - ########## val_zh_acc 0.7385542168674699 ########## 04/13/2022 04:11:59 - INFO - __main__ - ########## test_ar_acc 0.717564870259481 ########## 04/13/2022 04:12:09 - INFO - __main__ - ########## test_bg_acc 0.756686626746507 ########## 04/13/2022 04:12:18 - INFO - __main__ - ########## test_de_acc 0.7580838323353294 ########## 04/13/2022 04:12:27 - INFO - __main__ - ########## test_el_acc 0.7389221556886227 ########## 04/13/2022 04:12:36 - INFO - __main__ - ########## test_en_acc 0.8473053892215568 ########## 04/13/2022 04:12:45 - INFO - __main__ - ########## test_es_acc 0.7850299401197605 ########## 04/13/2022 04:12:53 - INFO - __main__ - ########## test_fr_acc 0.7726546906187625 ########## 04/13/2022 04:13:03 - INFO - __main__ - ########## test_hi_acc 0.6686626746506986 ########## 04/13/2022 04:13:12 - INFO - __main__ - ########## test_ru_acc 0.7367265469061877 ########## 04/13/2022 04:13:21 - INFO - __main__ - ########## test_sw_acc 0.6746506986027944 ########## 04/13/2022 04:13:30 - INFO - __main__ - ########## test_th_acc 0.6890219560878243 ########## 04/13/2022 04:13:39 - INFO - __main__ - ########## test_tr_acc 0.6986027944111777 ########## 04/13/2022 04:13:48 - INFO - __main__ - ########## test_ur_acc 0.6291417165668662 ########## 04/13/2022 04:13:58 - INFO - __main__ - ########## test_vi_acc 0.7187624750499002 ########## 04/13/2022 04:14:07 - INFO - __main__ - ########## test_zh_acc 0.7251497005988023 ########## 04/13/2022 04:14:07 - INFO - __main__ - val_ar_acc = 0.7040160642570281 04/13/2022 04:14:07 - INFO - __main__ - val_bg_acc = 0.7514056224899598 04/13/2022 04:14:07 - INFO - __main__ - val_de_acc = 0.7622489959839357 04/13/2022 04:14:07 - INFO - __main__ - val_el_acc = 0.7493975903614458 04/13/2022 04:14:07 - INFO - __main__ - val_en_acc = 0.8437751004016064 04/13/2022 04:14:07 - INFO - __main__ - val_es_acc = 0.7779116465863454 04/13/2022 04:14:07 - INFO - __main__ - val_fr_acc = 0.7626506024096386 04/13/2022 04:14:07 - INFO - __main__ - val_hi_acc = 0.6734939759036145 04/13/2022 04:14:07 - INFO - __main__ - val_ru_acc = 0.7176706827309237 04/13/2022 04:14:07 - INFO - __main__ - val_sw_acc = 0.6662650602409639 04/13/2022 04:14:07 - INFO - __main__ - val_th_acc = 0.6883534136546184 04/13/2022 04:14:07 - INFO - __main__ - val_tr_acc = 0.708433734939759 04/13/2022 04:14:07 - INFO - __main__ - val_ur_acc = 0.6309236947791165 04/13/2022 04:14:07 - INFO - __main__ - val_vi_acc = 0.7236947791164658 04/13/2022 04:14:07 - INFO - __main__ - val_zh_acc = 0.7385542168674699 04/13/2022 04:14:07 - INFO - __main__ - val_avg_acc = 0.7265863453815261 04/13/2022 04:14:07 - INFO - __main__ - test_ar_acc = 0.717564870259481 04/13/2022 04:14:07 - INFO - __main__ - test_bg_acc = 0.756686626746507 04/13/2022 04:14:07 - INFO - __main__ - test_de_acc = 0.7580838323353294 04/13/2022 04:14:07 - INFO - __main__ - test_el_acc = 0.7389221556886227 04/13/2022 04:14:07 - INFO - __main__ - test_en_acc = 0.8473053892215568 04/13/2022 04:14:07 - INFO - __main__ - test_es_acc = 0.7850299401197605 04/13/2022 04:14:07 - INFO - __main__ - test_fr_acc = 0.7726546906187625 04/13/2022 04:14:07 - INFO - __main__ - test_hi_acc = 0.6686626746506986 04/13/2022 04:14:07 - INFO - __main__ - test_ru_acc = 0.7367265469061877 04/13/2022 04:14:07 - INFO - __main__ - test_sw_acc = 0.6746506986027944 04/13/2022 04:14:07 - INFO - __main__ - test_th_acc = 0.6890219560878243 04/13/2022 04:14:07 - INFO - __main__ - test_tr_acc = 0.6986027944111777 04/13/2022 04:14:07 - INFO - __main__ - test_ur_acc = 0.6291417165668662 04/13/2022 04:14:07 - INFO - __main__ - test_vi_acc = 0.7187624750499002 04/13/2022 04:14:07 - INFO - __main__ - test_zh_acc = 0.7251497005988023 04/13/2022 04:14:07 - INFO - __main__ - test_avg_acc = 0.727797737857618 04/13/2022 04:14:08 - INFO - utils - remove old ckpt: xnli_right_avg_new/ckpt/step-262500-test_avg_acc-0.727797737857618-val_avg_acc-0.7265863453815261 04/13/2022 04:14:08 - INFO - __main__ - ********** Evaluating Done ********** 04/13/2022 04:14:12 - INFO - __main__ - global_steps 262550 loss: 0.19654104 04/13/2022 04:14:17 - INFO - __main__ - global_steps 262600 loss: 0.15097908 04/13/2022 04:14:22 - INFO - __main__ - global_steps 262650 loss: 0.17369146 04/13/2022 04:14:26 - INFO - __main__ - global_steps 262700 loss: 0.16908583 04/13/2022 04:14:31 - INFO - __main__ - global_steps 262750 loss: 0.19681264 04/13/2022 04:14:35 - INFO - __main__ - global_steps 262800 loss: 0.18590905 04/13/2022 04:14:40 - INFO - __main__ - global_steps 262850 loss: 0.20261456 04/13/2022 04:14:44 - INFO - __main__ - global_steps 262900 loss: 0.15283770 04/13/2022 04:14:49 - INFO - __main__ - global_steps 262950 loss: 0.17190331 04/13/2022 04:14:53 - INFO - __main__ - global_steps 263000 loss: 0.18034385 04/13/2022 04:14:58 - INFO - __main__ - global_steps 263050 loss: 0.15302829 04/13/2022 04:15:03 - INFO - __main__ - global_steps 263100 loss: 0.24699437 04/13/2022 04:15:07 - INFO - __main__ - global_steps 263150 loss: 0.20881745 04/13/2022 04:15:12 - INFO - __main__ - global_steps 263200 loss: 0.14874263 04/13/2022 04:15:17 - INFO - __main__ - global_steps 263250 loss: 0.25107182 04/13/2022 04:15:21 - INFO - __main__ - global_steps 263300 loss: 0.19839097 04/13/2022 04:15:26 - INFO - __main__ - global_steps 263350 loss: 0.15336370 04/13/2022 04:15:31 - INFO - __main__ - global_steps 263400 loss: 0.14899634 04/13/2022 04:15:35 - INFO - __main__ - global_steps 263450 loss: 0.15434708 04/13/2022 04:15:40 - INFO - __main__ - global_steps 263500 loss: 0.24652238 04/13/2022 04:15:44 - INFO - __main__ - global_steps 263550 loss: 0.16505099 04/13/2022 04:15:49 - INFO - __main__ - global_steps 263600 loss: 0.19418642 04/13/2022 04:15:53 - INFO - __main__ - global_steps 263650 loss: 0.16692620 04/13/2022 04:15:57 - INFO - __main__ - global_steps 263700 loss: 0.19153742 04/13/2022 04:16:02 - INFO - __main__ - global_steps 263750 loss: 0.16191048 04/13/2022 04:16:06 - INFO - __main__ - global_steps 263800 loss: 0.21205003 04/13/2022 04:16:10 - INFO - __main__ - global_steps 263850 loss: 0.24811404 04/13/2022 04:16:15 - INFO - __main__ - global_steps 263900 loss: 0.21402975 04/13/2022 04:16:19 - INFO - __main__ - global_steps 263950 loss: 0.21228412 04/13/2022 04:16:24 - INFO - __main__ - global_steps 264000 loss: 0.15012268 04/13/2022 04:16:29 - INFO - __main__ - global_steps 264050 loss: 0.16498101 04/13/2022 04:16:33 - INFO - __main__ - global_steps 264100 loss: 0.19639812 04/13/2022 04:16:38 - INFO - __main__ - global_steps 264150 loss: 0.18937868 04/13/2022 04:16:42 - INFO - __main__ - global_steps 264200 loss: 0.17064363 04/13/2022 04:16:47 - INFO - __main__ - global_steps 264250 loss: 0.22193698 04/13/2022 04:16:52 - INFO - __main__ - global_steps 264300 loss: 0.21802038 04/13/2022 04:16:56 - INFO - __main__ - global_steps 264350 loss: 0.18647508 04/13/2022 04:17:01 - INFO - __main__ - global_steps 264400 loss: 0.16122217 04/13/2022 04:17:05 - INFO - __main__ - global_steps 264450 loss: 0.15806589 04/13/2022 04:17:10 - INFO - __main__ - global_steps 264500 loss: 0.15650302 04/13/2022 04:17:14 - INFO - __main__ - global_steps 264550 loss: 0.18834228 04/13/2022 04:17:19 - INFO - __main__ - global_steps 264600 loss: 0.15088959 04/13/2022 04:17:23 - INFO - __main__ - global_steps 264650 loss: 0.19213665 04/13/2022 04:17:27 - INFO - __main__ - global_steps 264700 loss: 0.26640072 04/13/2022 04:17:32 - INFO - __main__ - global_steps 264750 loss: 0.19620634 04/13/2022 04:17:37 - INFO - __main__ - global_steps 264800 loss: 0.18471041 04/13/2022 04:17:41 - INFO - __main__ - global_steps 264850 loss: 0.14056279 04/13/2022 04:17:46 - INFO - __main__ - global_steps 264900 loss: 0.17261090 04/13/2022 04:17:50 - INFO - __main__ - global_steps 264950 loss: 0.21382834 04/13/2022 04:17:54 - INFO - __main__ - global_steps 265000 loss: 0.22640779 04/13/2022 04:17:54 - INFO - __main__ - ********** Running evaluating ********** 04/13/2022 04:17:59 - INFO - __main__ - ########## val_ar_acc 0.7004016064257028 ########## 04/13/2022 04:18:03 - INFO - __main__ - ########## val_bg_acc 0.7417670682730924 ########## 04/13/2022 04:18:08 - INFO - __main__ - ########## val_de_acc 0.7522088353413655 ########## 04/13/2022 04:18:12 - INFO - __main__ - ########## val_el_acc 0.7269076305220884 ########## 04/13/2022 04:18:17 - INFO - __main__ - ########## val_en_acc 0.8369477911646587 ########## 04/13/2022 04:18:21 - INFO - __main__ - ########## val_es_acc 0.772289156626506 ########## 04/13/2022 04:18:26 - INFO - __main__ - ########## val_fr_acc 0.7598393574297189 ########## 04/13/2022 04:18:30 - INFO - __main__ - ########## val_hi_acc 0.6650602409638554 ########## 04/13/2022 04:18:35 - INFO - __main__ - ########## val_ru_acc 0.7188755020080321 ########## 04/13/2022 04:18:39 - INFO - __main__ - ########## val_sw_acc 0.6574297188755021 ########## 04/13/2022 04:18:43 - INFO - __main__ - ########## val_th_acc 0.6690763052208836 ########## 04/13/2022 04:18:48 - INFO - __main__ - ########## val_tr_acc 0.7056224899598393 ########## 04/13/2022 04:18:53 - INFO - __main__ - ########## val_ur_acc 0.6152610441767068 ########## 04/13/2022 04:18:57 - INFO - __main__ - ########## val_vi_acc 0.7116465863453815 ########## 04/13/2022 04:19:02 - INFO - __main__ - ########## val_zh_acc 0.7273092369477911 ########## 04/13/2022 04:19:10 - INFO - __main__ - ########## test_ar_acc 0.7027944111776447 ########## 04/13/2022 04:19:19 - INFO - __main__ - ########## test_bg_acc 0.7516966067864271 ########## 04/13/2022 04:19:28 - INFO - __main__ - ########## test_de_acc 0.7489021956087825 ########## 04/13/2022 04:19:38 - INFO - __main__ - ########## test_el_acc 0.7259481037924151 ########## 04/13/2022 04:19:47 - INFO - __main__ - ########## test_en_acc 0.8395209580838323 ########## 04/13/2022 04:19:56 - INFO - __main__ - ########## test_es_acc 0.7770459081836327 ########## 04/13/2022 04:20:05 - INFO - __main__ - ########## test_fr_acc 0.7696606786427146 ########## 04/13/2022 04:20:15 - INFO - __main__ - ########## test_hi_acc 0.6592814371257485 ########## 04/13/2022 04:20:24 - INFO - __main__ - ########## test_ru_acc 0.7223552894211577 ########## 04/13/2022 04:20:33 - INFO - __main__ - ########## test_sw_acc 0.665868263473054 ########## 04/13/2022 04:20:42 - INFO - __main__ - ########## test_th_acc 0.6702594810379241 ########## 04/13/2022 04:20:51 - INFO - __main__ - ########## test_tr_acc 0.6922155688622754 ########## 04/13/2022 04:21:00 - INFO - __main__ - ########## test_ur_acc 0.6225548902195609 ########## 04/13/2022 04:21:09 - INFO - __main__ - ########## test_vi_acc 0.7017964071856287 ########## 04/13/2022 04:21:17 - INFO - __main__ - ########## test_zh_acc 0.7129740518962076 ########## 04/13/2022 04:21:17 - INFO - __main__ - val_ar_acc = 0.7004016064257028 04/13/2022 04:21:17 - INFO - __main__ - val_bg_acc = 0.7417670682730924 04/13/2022 04:21:17 - INFO - __main__ - val_de_acc = 0.7522088353413655 04/13/2022 04:21:17 - INFO - __main__ - val_el_acc = 0.7269076305220884 04/13/2022 04:21:17 - INFO - __main__ - val_en_acc = 0.8369477911646587 04/13/2022 04:21:17 - INFO - __main__ - val_es_acc = 0.772289156626506 04/13/2022 04:21:17 - INFO - __main__ - val_fr_acc = 0.7598393574297189 04/13/2022 04:21:17 - INFO - __main__ - val_hi_acc = 0.6650602409638554 04/13/2022 04:21:17 - INFO - __main__ - val_ru_acc = 0.7188755020080321 04/13/2022 04:21:17 - INFO - __main__ - val_sw_acc = 0.6574297188755021 04/13/2022 04:21:17 - INFO - __main__ - val_th_acc = 0.6690763052208836 04/13/2022 04:21:17 - INFO - __main__ - val_tr_acc = 0.7056224899598393 04/13/2022 04:21:17 - INFO - __main__ - val_ur_acc = 0.6152610441767068 04/13/2022 04:21:17 - INFO - __main__ - val_vi_acc = 0.7116465863453815 04/13/2022 04:21:17 - INFO - __main__ - val_zh_acc = 0.7273092369477911 04/13/2022 04:21:17 - INFO - __main__ - val_avg_acc = 0.717376171352075 04/13/2022 04:21:17 - INFO - __main__ - test_ar_acc = 0.7027944111776447 04/13/2022 04:21:17 - INFO - __main__ - test_bg_acc = 0.7516966067864271 04/13/2022 04:21:17 - INFO - __main__ - test_de_acc = 0.7489021956087825 04/13/2022 04:21:17 - INFO - __main__ - test_el_acc = 0.7259481037924151 04/13/2022 04:21:17 - INFO - __main__ - test_en_acc = 0.8395209580838323 04/13/2022 04:21:17 - INFO - __main__ - test_es_acc = 0.7770459081836327 04/13/2022 04:21:17 - INFO - __main__ - test_fr_acc = 0.7696606786427146 04/13/2022 04:21:17 - INFO - __main__ - test_hi_acc = 0.6592814371257485 04/13/2022 04:21:17 - INFO - __main__ - test_ru_acc = 0.7223552894211577 04/13/2022 04:21:17 - INFO - __main__ - test_sw_acc = 0.665868263473054 04/13/2022 04:21:17 - INFO - __main__ - test_th_acc = 0.6702594810379241 04/13/2022 04:21:17 - INFO - __main__ - test_tr_acc = 0.6922155688622754 04/13/2022 04:21:17 - INFO - __main__ - test_ur_acc = 0.6225548902195609 04/13/2022 04:21:17 - INFO - __main__ - test_vi_acc = 0.7017964071856287 04/13/2022 04:21:17 - INFO - __main__ - test_zh_acc = 0.7129740518962076 04/13/2022 04:21:17 - INFO - __main__ - test_avg_acc = 0.7175249500998004 04/13/2022 04:21:19 - INFO - utils - remove old ckpt: xnli_right_avg_new/ckpt/step-265000-test_avg_acc-0.7175249500998004-val_avg_acc-0.717376171352075 04/13/2022 04:21:19 - INFO - __main__ - ********** Evaluating Done ********** 04/13/2022 04:21:23 - INFO - __main__ - global_steps 265050 loss: 0.13173629 04/13/2022 04:21:27 - INFO - __main__ - global_steps 265100 loss: 0.16790050 04/13/2022 04:21:32 - INFO - __main__ - global_steps 265150 loss: 0.15822835 04/13/2022 04:21:36 - INFO - __main__ - global_steps 265200 loss: 0.15694916 04/13/2022 04:21:41 - INFO - __main__ - global_steps 265250 loss: 0.15688336 04/13/2022 04:21:46 - INFO - __main__ - global_steps 265300 loss: 0.14190299 04/13/2022 04:21:50 - INFO - __main__ - global_steps 265350 loss: 0.16874466 04/13/2022 04:21:54 - INFO - __main__ - global_steps 265400 loss: 0.17996838 04/13/2022 04:21:59 - INFO - __main__ - global_steps 265450 loss: 0.21653230 04/13/2022 04:22:03 - INFO - __main__ - global_steps 265500 loss: 0.15735342 04/13/2022 04:22:07 - INFO - __main__ - global_steps 265550 loss: 0.16400658 04/13/2022 04:22:11 - INFO - __main__ - global_steps 265600 loss: 0.19905982 04/13/2022 04:22:16 - INFO - __main__ - global_steps 265650 loss: 0.19217834 04/13/2022 04:22:20 - INFO - __main__ - global_steps 265700 loss: 0.18550367 04/13/2022 04:22:25 - INFO - __main__ - global_steps 265750 loss: 0.13690314 04/13/2022 04:22:29 - INFO - __main__ - global_steps 265800 loss: 0.14889901 04/13/2022 04:22:33 - INFO - __main__ - global_steps 265850 loss: 0.22643779 04/13/2022 04:22:38 - INFO - __main__ - global_steps 265900 loss: 0.17870194 04/13/2022 04:22:42 - INFO - __main__ - global_steps 265950 loss: 0.21648763 04/13/2022 04:22:47 - INFO - __main__ - global_steps 266000 loss: 0.15172891 04/13/2022 04:22:51 - INFO - __main__ - global_steps 266050 loss: 0.21313618 04/13/2022 04:22:56 - INFO - __main__ - global_steps 266100 loss: 0.24824623 04/13/2022 04:23:01 - INFO - __main__ - global_steps 266150 loss: 0.14411194 04/13/2022 04:23:05 - INFO - __main__ - global_steps 266200 loss: 0.16820601 04/13/2022 04:23:10 - INFO - __main__ - global_steps 266250 loss: 0.14415336 04/13/2022 04:23:15 - INFO - __main__ - global_steps 266300 loss: 0.20020154 04/13/2022 04:23:19 - INFO - __main__ - global_steps 266350 loss: 0.14148509 04/13/2022 04:23:24 - INFO - __main__ - global_steps 266400 loss: 0.18734145 04/13/2022 04:23:28 - INFO - __main__ - global_steps 266450 loss: 0.18276430 04/13/2022 04:23:33 - INFO - __main__ - global_steps 266500 loss: 0.14815686 04/13/2022 04:23:37 - INFO - __main__ - global_steps 266550 loss: 0.16514562 04/13/2022 04:23:42 - INFO - __main__ - global_steps 266600 loss: 0.18325592 04/13/2022 04:23:47 - INFO - __main__ - global_steps 266650 loss: 0.16838165 04/13/2022 04:23:51 - INFO - __main__ - global_steps 266700 loss: 0.12416459 04/13/2022 04:23:56 - INFO - __main__ - global_steps 266750 loss: 0.18873492 04/13/2022 04:24:01 - INFO - __main__ - global_steps 266800 loss: 0.17263691 04/13/2022 04:24:05 - INFO - __main__ - global_steps 266850 loss: 0.18142147 04/13/2022 04:24:10 - INFO - __main__ - global_steps 266900 loss: 0.15224994 04/13/2022 04:24:14 - INFO - __main__ - global_steps 266950 loss: 0.17984459 04/13/2022 04:24:19 - INFO - __main__ - global_steps 267000 loss: 0.19763848 04/13/2022 04:24:23 - INFO - __main__ - global_steps 267050 loss: 0.16821202 04/13/2022 04:24:28 - INFO - __main__ - global_steps 267100 loss: 0.17669456 04/13/2022 04:24:32 - INFO - __main__ - global_steps 267150 loss: 0.18585064 04/13/2022 04:24:36 - INFO - __main__ - global_steps 267200 loss: 0.14447936 04/13/2022 04:24:41 - INFO - __main__ - global_steps 267250 loss: 0.16540501 04/13/2022 04:24:45 - INFO - __main__ - global_steps 267300 loss: 0.20662435 04/13/2022 04:24:49 - INFO - __main__ - global_steps 267350 loss: 0.18238154 04/13/2022 04:24:53 - INFO - __main__ - global_steps 267400 loss: 0.16551583 04/13/2022 04:24:58 - INFO - __main__ - global_steps 267450 loss: 0.15595350 04/13/2022 04:25:02 - INFO - __main__ - global_steps 267500 loss: 0.16882009 04/13/2022 04:25:02 - INFO - __main__ - ********** Running evaluating ********** 04/13/2022 04:25:07 - INFO - __main__ - ########## val_ar_acc 0.6855421686746987 ########## 04/13/2022 04:25:11 - INFO - __main__ - ########## val_bg_acc 0.7309236947791165 ########## 04/13/2022 04:25:16 - INFO - __main__ - ########## val_de_acc 0.751004016064257 ########## 04/13/2022 04:25:20 - INFO - __main__ - ########## val_el_acc 0.7261044176706827 ########## 04/13/2022 04:25:24 - INFO - __main__ - ########## val_en_acc 0.8385542168674699 ########## 04/13/2022 04:25:29 - INFO - __main__ - ########## val_es_acc 0.7742971887550201 ########## 04/13/2022 04:25:33 - INFO - __main__ - ########## val_fr_acc 0.7546184738955823 ########## 04/13/2022 04:25:38 - INFO - __main__ - ########## val_hi_acc 0.6642570281124498 ########## 04/13/2022 04:25:42 - INFO - __main__ - ########## val_ru_acc 0.7108433734939759 ########## 04/13/2022 04:25:47 - INFO - __main__ - ########## val_sw_acc 0.6321285140562249 ########## 04/13/2022 04:25:51 - INFO - __main__ - ########## val_th_acc 0.6734939759036145 ########## 04/13/2022 04:25:55 - INFO - __main__ - ########## val_tr_acc 0.6967871485943775 ########## 04/13/2022 04:26:00 - INFO - __main__ - ########## val_ur_acc 0.6116465863453815 ########## 04/13/2022 04:26:05 - INFO - __main__ - ########## val_vi_acc 0.7036144578313253 ########## 04/13/2022 04:26:09 - INFO - __main__ - ########## val_zh_acc 0.7301204819277108 ########## 04/13/2022 04:26:18 - INFO - __main__ - ########## test_ar_acc 0.6924151696606786 ########## 04/13/2022 04:26:27 - INFO - __main__ - ########## test_bg_acc 0.7431137724550898 ########## 04/13/2022 04:26:37 - INFO - __main__ - ########## test_de_acc 0.7469061876247505 ########## 04/13/2022 04:26:46 - INFO - __main__ - ########## test_el_acc 0.7241516966067865 ########## 04/13/2022 04:26:54 - INFO - __main__ - ########## test_en_acc 0.8355289421157684 ########## 04/13/2022 04:27:04 - INFO - __main__ - ########## test_es_acc 0.7672654690618762 ########## 04/13/2022 04:27:12 - INFO - __main__ - ########## test_fr_acc 0.7652694610778443 ########## 04/13/2022 04:27:22 - INFO - __main__ - ########## test_hi_acc 0.6554890219560878 ########## 04/13/2022 04:27:31 - INFO - __main__ - ########## test_ru_acc 0.7197604790419162 ########## 04/13/2022 04:27:40 - INFO - __main__ - ########## test_sw_acc 0.6489021956087825 ########## 04/13/2022 04:27:49 - INFO - __main__ - ########## test_th_acc 0.6684630738522954 ########## 04/13/2022 04:27:57 - INFO - __main__ - ########## test_tr_acc 0.6866267465069861 ########## 04/13/2022 04:28:07 - INFO - __main__ - ########## test_ur_acc 0.6203592814371257 ########## 04/13/2022 04:28:16 - INFO - __main__ - ########## test_vi_acc 0.704191616766467 ########## 04/13/2022 04:28:24 - INFO - __main__ - ########## test_zh_acc 0.7083832335329341 ########## 04/13/2022 04:28:24 - INFO - __main__ - val_ar_acc = 0.6855421686746987 04/13/2022 04:28:24 - INFO - __main__ - val_bg_acc = 0.7309236947791165 04/13/2022 04:28:24 - INFO - __main__ - val_de_acc = 0.751004016064257 04/13/2022 04:28:24 - INFO - __main__ - val_el_acc = 0.7261044176706827 04/13/2022 04:28:24 - INFO - __main__ - val_en_acc = 0.8385542168674699 04/13/2022 04:28:24 - INFO - __main__ - val_es_acc = 0.7742971887550201 04/13/2022 04:28:24 - INFO - __main__ - val_fr_acc = 0.7546184738955823 04/13/2022 04:28:24 - INFO - __main__ - val_hi_acc = 0.6642570281124498 04/13/2022 04:28:24 - INFO - __main__ - val_ru_acc = 0.7108433734939759 04/13/2022 04:28:24 - INFO - __main__ - val_sw_acc = 0.6321285140562249 04/13/2022 04:28:24 - INFO - __main__ - val_th_acc = 0.6734939759036145 04/13/2022 04:28:24 - INFO - __main__ - val_tr_acc = 0.6967871485943775 04/13/2022 04:28:24 - INFO - __main__ - val_ur_acc = 0.6116465863453815 04/13/2022 04:28:24 - INFO - __main__ - val_vi_acc = 0.7036144578313253 04/13/2022 04:28:24 - INFO - __main__ - val_zh_acc = 0.7301204819277108 04/13/2022 04:28:24 - INFO - __main__ - val_avg_acc = 0.7122623828647926 04/13/2022 04:28:24 - INFO - __main__ - test_ar_acc = 0.6924151696606786 04/13/2022 04:28:24 - INFO - __main__ - test_bg_acc = 0.7431137724550898 04/13/2022 04:28:24 - INFO - __main__ - test_de_acc = 0.7469061876247505 04/13/2022 04:28:24 - INFO - __main__ - test_el_acc = 0.7241516966067865 04/13/2022 04:28:24 - INFO - __main__ - test_en_acc = 0.8355289421157684 04/13/2022 04:28:24 - INFO - __main__ - test_es_acc = 0.7672654690618762 04/13/2022 04:28:24 - INFO - __main__ - test_fr_acc = 0.7652694610778443 04/13/2022 04:28:24 - INFO - __main__ - test_hi_acc = 0.6554890219560878 04/13/2022 04:28:24 - INFO - __main__ - test_ru_acc = 0.7197604790419162 04/13/2022 04:28:24 - INFO - __main__ - test_sw_acc = 0.6489021956087825 04/13/2022 04:28:24 - INFO - __main__ - test_th_acc = 0.6684630738522954 04/13/2022 04:28:24 - INFO - __main__ - test_tr_acc = 0.6866267465069861 04/13/2022 04:28:24 - INFO - __main__ - test_ur_acc = 0.6203592814371257 04/13/2022 04:28:24 - INFO - __main__ - test_vi_acc = 0.704191616766467 04/13/2022 04:28:24 - INFO - __main__ - test_zh_acc = 0.7083832335329341 04/13/2022 04:28:24 - INFO - __main__ - test_avg_acc = 0.7124550898203593 04/13/2022 04:28:25 - INFO - utils - remove old ckpt: xnli_right_avg_new/ckpt/step-267500-test_avg_acc-0.7124550898203593-val_avg_acc-0.7122623828647926 04/13/2022 04:28:25 - INFO - __main__ - ********** Evaluating Done ********** 04/13/2022 04:28:30 - INFO - __main__ - global_steps 267550 loss: 0.19988883 04/13/2022 04:28:35 - INFO - __main__ - global_steps 267600 loss: 0.12881734 04/13/2022 04:28:39 - INFO - __main__ - global_steps 267650 loss: 0.15757090 04/13/2022 04:28:44 - INFO - __main__ - global_steps 267700 loss: 0.17972173 04/13/2022 04:28:49 - INFO - __main__ - global_steps 267750 loss: 0.20598664 04/13/2022 04:28:53 - INFO - __main__ - global_steps 267800 loss: 0.17952780 04/13/2022 04:28:58 - INFO - __main__ - global_steps 267850 loss: 0.14498197 04/13/2022 04:29:02 - INFO - __main__ - global_steps 267900 loss: 0.18672184 04/13/2022 04:29:07 - INFO - __main__ - global_steps 267950 loss: 0.19488529 04/13/2022 04:29:12 - INFO - __main__ - global_steps 268000 loss: 0.15708636 04/13/2022 04:29:16 - INFO - __main__ - global_steps 268050 loss: 0.17086783 04/13/2022 04:29:21 - INFO - __main__ - global_steps 268100 loss: 0.16031981 04/13/2022 04:29:25 - INFO - __main__ - global_steps 268150 loss: 0.12128012 04/13/2022 04:29:29 - INFO - __main__ - global_steps 268200 loss: 0.16543403 04/13/2022 04:29:33 - INFO - __main__ - global_steps 268250 loss: 0.17037751 04/13/2022 04:29:38 - INFO - __main__ - global_steps 268300 loss: 0.18984811 04/13/2022 04:29:42 - INFO - __main__ - global_steps 268350 loss: 0.22300956 04/13/2022 04:29:47 - INFO - __main__ - global_steps 268400 loss: 0.19488044 04/13/2022 04:29:51 - INFO - __main__ - global_steps 268450 loss: 0.15769759 04/13/2022 04:29:56 - INFO - __main__ - global_steps 268500 loss: 0.15783575 04/13/2022 04:30:00 - INFO - __main__ - global_steps 268550 loss: 0.19913691 04/13/2022 04:30:05 - INFO - __main__ - global_steps 268600 loss: 0.20992324 04/13/2022 04:30:10 - INFO - __main__ - global_steps 268650 loss: 0.14601580 04/13/2022 04:30:14 - INFO - __main__ - global_steps 268700 loss: 0.17176691 04/13/2022 04:30:19 - INFO - __main__ - global_steps 268750 loss: 0.10322907 04/13/2022 04:30:23 - INFO - __main__ - global_steps 268800 loss: 0.13601215 04/13/2022 04:30:28 - INFO - __main__ - global_steps 268850 loss: 0.19811279 04/13/2022 04:30:32 - INFO - __main__ - global_steps 268900 loss: 0.18740224 04/13/2022 04:30:37 - INFO - __main__ - global_steps 268950 loss: 0.21391346 04/13/2022 04:30:42 - INFO - __main__ - global_steps 269000 loss: 0.16248186 04/13/2022 04:30:46 - INFO - __main__ - global_steps 269050 loss: 0.19017042 04/13/2022 04:30:51 - INFO - __main__ - global_steps 269100 loss: 0.15637014 04/13/2022 04:30:55 - INFO - __main__ - global_steps 269150 loss: 0.15029324 04/13/2022 04:31:00 - INFO - __main__ - global_steps 269200 loss: 0.20390285 04/13/2022 04:31:05 - INFO - __main__ - global_steps 269250 loss: 0.16280102 04/13/2022 04:31:09 - INFO - __main__ - global_steps 269300 loss: 0.13687769 04/13/2022 04:31:14 - INFO - __main__ - global_steps 269350 loss: 0.23048520 04/13/2022 04:31:19 - INFO - __main__ - global_steps 269400 loss: 0.15992769 04/13/2022 04:31:23 - INFO - __main__ - global_steps 269450 loss: 0.20494811 04/13/2022 04:31:28 - INFO - __main__ - global_steps 269500 loss: 0.14056292 04/13/2022 04:31:33 - INFO - __main__ - global_steps 269550 loss: 0.19432817 04/13/2022 04:31:37 - INFO - __main__ - global_steps 269600 loss: 0.20179235 04/13/2022 04:31:42 - INFO - __main__ - global_steps 269650 loss: 0.15617984 04/13/2022 04:31:46 - INFO - __main__ - global_steps 269700 loss: 0.16631956 04/13/2022 04:31:51 - INFO - __main__ - global_steps 269750 loss: 0.14520868 04/13/2022 04:31:56 - INFO - __main__ - global_steps 269800 loss: 0.14700124 04/13/2022 04:32:00 - INFO - __main__ - global_steps 269850 loss: 0.15009266 04/13/2022 04:32:04 - INFO - __main__ - global_steps 269900 loss: 0.16279416 04/13/2022 04:32:09 - INFO - __main__ - global_steps 269950 loss: 0.09860991 04/13/2022 04:32:13 - INFO - __main__ - global_steps 270000 loss: 0.21885800 04/13/2022 04:32:13 - INFO - __main__ - ********** Running evaluating ********** 04/13/2022 04:32:17 - INFO - __main__ - ########## val_ar_acc 0.6795180722891566 ########## 04/13/2022 04:32:22 - INFO - __main__ - ########## val_bg_acc 0.7365461847389558 ########## 04/13/2022 04:32:26 - INFO - __main__ - ########## val_de_acc 0.7485943775100402 ########## 04/13/2022 04:32:30 - INFO - __main__ - ########## val_el_acc 0.7204819277108434 ########## 04/13/2022 04:32:35 - INFO - __main__ - ########## val_en_acc 0.8349397590361446 ########## 04/13/2022 04:32:39 - INFO - __main__ - ########## val_es_acc 0.7686746987951807 ########## 04/13/2022 04:32:44 - INFO - __main__ - ########## val_fr_acc 0.7550200803212851 ########## 04/13/2022 04:32:49 - INFO - __main__ - ########## val_hi_acc 0.6622489959839357 ########## 04/13/2022 04:32:53 - INFO - __main__ - ########## val_ru_acc 0.714859437751004 ########## 04/13/2022 04:32:58 - INFO - __main__ - ########## val_sw_acc 0.6349397590361445 ########## 04/13/2022 04:33:02 - INFO - __main__ - ########## val_th_acc 0.6662650602409639 ########## 04/13/2022 04:33:06 - INFO - __main__ - ########## val_tr_acc 0.6887550200803213 ########## 04/13/2022 04:33:11 - INFO - __main__ - ########## val_ur_acc 0.6068273092369478 ########## 04/13/2022 04:33:16 - INFO - __main__ - ########## val_vi_acc 0.7068273092369478 ########## 04/13/2022 04:33:20 - INFO - __main__ - ########## val_zh_acc 0.7232931726907631 ########## 04/13/2022 04:33:29 - INFO - __main__ - ########## test_ar_acc 0.6902195608782435 ########## 04/13/2022 04:33:38 - INFO - __main__ - ########## test_bg_acc 0.7465069860279441 ########## 04/13/2022 04:33:47 - INFO - __main__ - ########## test_de_acc 0.7415169660678643 ########## 04/13/2022 04:33:56 - INFO - __main__ - ########## test_el_acc 0.7223552894211577 ########## 04/13/2022 04:34:04 - INFO - __main__ - ########## test_en_acc 0.8321357285429142 ########## 04/13/2022 04:34:14 - INFO - __main__ - ########## test_es_acc 0.7710578842315369 ########## 04/13/2022 04:34:23 - INFO - __main__ - ########## test_fr_acc 0.768063872255489 ########## 04/13/2022 04:34:33 - INFO - __main__ - ########## test_hi_acc 0.6572854291417166 ########## 04/13/2022 04:34:42 - INFO - __main__ - ########## test_ru_acc 0.7241516966067865 ########## 04/13/2022 04:34:51 - INFO - __main__ - ########## test_sw_acc 0.6467065868263473 ########## 04/13/2022 04:35:00 - INFO - __main__ - ########## test_th_acc 0.6666666666666666 ########## 04/13/2022 04:35:08 - INFO - __main__ - ########## test_tr_acc 0.6878243512974052 ########## 04/13/2022 04:35:18 - INFO - __main__ - ########## test_ur_acc 0.615568862275449 ########## 04/13/2022 04:35:27 - INFO - __main__ - ########## test_vi_acc 0.7027944111776447 ########## 04/13/2022 04:35:36 - INFO - __main__ - ########## test_zh_acc 0.7067864271457086 ########## 04/13/2022 04:35:36 - INFO - __main__ - val_ar_acc = 0.6795180722891566 04/13/2022 04:35:36 - INFO - __main__ - val_bg_acc = 0.7365461847389558 04/13/2022 04:35:36 - INFO - __main__ - val_de_acc = 0.7485943775100402 04/13/2022 04:35:36 - INFO - __main__ - val_el_acc = 0.7204819277108434 04/13/2022 04:35:36 - INFO - __main__ - val_en_acc = 0.8349397590361446 04/13/2022 04:35:36 - INFO - __main__ - val_es_acc = 0.7686746987951807 04/13/2022 04:35:36 - INFO - __main__ - val_fr_acc = 0.7550200803212851 04/13/2022 04:35:36 - INFO - __main__ - val_hi_acc = 0.6622489959839357 04/13/2022 04:35:36 - INFO - __main__ - val_ru_acc = 0.714859437751004 04/13/2022 04:35:36 - INFO - __main__ - val_sw_acc = 0.6349397590361445 04/13/2022 04:35:36 - INFO - __main__ - val_th_acc = 0.6662650602409639 04/13/2022 04:35:36 - INFO - __main__ - val_tr_acc = 0.6887550200803213 04/13/2022 04:35:36 - INFO - __main__ - val_ur_acc = 0.6068273092369478 04/13/2022 04:35:36 - INFO - __main__ - val_vi_acc = 0.7068273092369478 04/13/2022 04:35:36 - INFO - __main__ - val_zh_acc = 0.7232931726907631 04/13/2022 04:35:36 - INFO - __main__ - val_avg_acc = 0.7098527443105757 04/13/2022 04:35:36 - INFO - __main__ - test_ar_acc = 0.6902195608782435 04/13/2022 04:35:36 - INFO - __main__ - test_bg_acc = 0.7465069860279441 04/13/2022 04:35:36 - INFO - __main__ - test_de_acc = 0.7415169660678643 04/13/2022 04:35:36 - INFO - __main__ - test_el_acc = 0.7223552894211577 04/13/2022 04:35:36 - INFO - __main__ - test_en_acc = 0.8321357285429142 04/13/2022 04:35:36 - INFO - __main__ - test_es_acc = 0.7710578842315369 04/13/2022 04:35:36 - INFO - __main__ - test_fr_acc = 0.768063872255489 04/13/2022 04:35:36 - INFO - __main__ - test_hi_acc = 0.6572854291417166 04/13/2022 04:35:36 - INFO - __main__ - test_ru_acc = 0.7241516966067865 04/13/2022 04:35:36 - INFO - __main__ - test_sw_acc = 0.6467065868263473 04/13/2022 04:35:36 - INFO - __main__ - test_th_acc = 0.6666666666666666 04/13/2022 04:35:36 - INFO - __main__ - test_tr_acc = 0.6878243512974052 04/13/2022 04:35:36 - INFO - __main__ - test_ur_acc = 0.615568862275449 04/13/2022 04:35:36 - INFO - __main__ - test_vi_acc = 0.7027944111776447 04/13/2022 04:35:36 - INFO - __main__ - test_zh_acc = 0.7067864271457086 04/13/2022 04:35:36 - INFO - __main__ - test_avg_acc = 0.7119760479041914 04/13/2022 04:35:37 - INFO - utils - remove old ckpt: xnli_right_avg_new/ckpt/step-270000-test_avg_acc-0.7119760479041914-val_avg_acc-0.7098527443105757 04/13/2022 04:35:37 - INFO - __main__ - ********** Evaluating Done ********** 04/13/2022 04:35:42 - INFO - __main__ - global_steps 270050 loss: 0.16192473 04/13/2022 04:35:46 - INFO - __main__ - global_steps 270100 loss: 0.15929603 04/13/2022 04:35:51 - INFO - __main__ - global_steps 270150 loss: 0.14404095 04/13/2022 04:35:55 - INFO - __main__ - global_steps 270200 loss: 0.12627777 04/13/2022 04:36:00 - INFO - __main__ - global_steps 270250 loss: 0.15139093 04/13/2022 04:36:05 - INFO - __main__ - global_steps 270300 loss: 0.18238819 04/13/2022 04:36:09 - INFO - __main__ - global_steps 270350 loss: 0.15704015 04/13/2022 04:36:14 - INFO - __main__ - global_steps 270400 loss: 0.17315093 04/13/2022 04:36:19 - INFO - __main__ - global_steps 270450 loss: 0.15380655 04/13/2022 04:36:23 - INFO - __main__ - global_steps 270500 loss: 0.18527369 04/13/2022 04:36:28 - INFO - __main__ - global_steps 270550 loss: 0.15721897 04/13/2022 04:36:32 - INFO - __main__ - global_steps 270600 loss: 0.15914317 04/13/2022 04:36:37 - INFO - __main__ - global_steps 270650 loss: 0.15596892 04/13/2022 04:36:42 - INFO - __main__ - global_steps 270700 loss: 0.19717887 04/13/2022 04:36:46 - INFO - __main__ - global_steps 270750 loss: 0.14329334 04/13/2022 04:36:51 - INFO - __main__ - global_steps 270800 loss: 0.15745722 04/13/2022 04:36:55 - INFO - __main__ - global_steps 270850 loss: 0.21028959 04/13/2022 04:37:00 - INFO - __main__ - global_steps 270900 loss: 0.16263847 04/13/2022 04:37:04 - INFO - __main__ - global_steps 270950 loss: 0.26065814 04/13/2022 04:37:09 - INFO - __main__ - global_steps 271000 loss: 0.16698271 04/13/2022 04:37:14 - INFO - __main__ - global_steps 271050 loss: 0.16712554 04/13/2022 04:37:18 - INFO - __main__ - global_steps 271100 loss: 0.23044164 04/13/2022 04:37:23 - INFO - __main__ - global_steps 271150 loss: 0.14527857 04/13/2022 04:37:27 - INFO - __main__ - global_steps 271200 loss: 0.19109981 04/13/2022 04:37:32 - INFO - __main__ - global_steps 271250 loss: 0.18160941 04/13/2022 04:37:37 - INFO - __main__ - global_steps 271300 loss: 0.19427766 04/13/2022 04:37:41 - INFO - __main__ - global_steps 271350 loss: 0.24474259 04/13/2022 04:37:46 - INFO - __main__ - global_steps 271400 loss: 0.17793241 04/13/2022 04:37:50 - INFO - __main__ - global_steps 271450 loss: 0.14952005 04/13/2022 04:37:55 - INFO - __main__ - global_steps 271500 loss: 0.13549187 04/13/2022 04:37:59 - INFO - __main__ - global_steps 271550 loss: 0.18336010 04/13/2022 04:38:04 - INFO - __main__ - global_steps 271600 loss: 0.17773056 04/13/2022 04:38:08 - INFO - __main__ - global_steps 271650 loss: 0.18637034 04/13/2022 04:38:12 - INFO - __main__ - global_steps 271700 loss: 0.21945834 04/13/2022 04:38:16 - INFO - __main__ - global_steps 271750 loss: 0.16176908 04/13/2022 04:38:21 - INFO - __main__ - global_steps 271800 loss: 0.18392286 04/13/2022 04:38:26 - INFO - __main__ - global_steps 271850 loss: 0.20527521 04/13/2022 04:38:30 - INFO - __main__ - global_steps 271900 loss: 0.12195256 04/13/2022 04:38:35 - INFO - __main__ - global_steps 271950 loss: 0.15558732 04/13/2022 04:38:39 - INFO - __main__ - global_steps 272000 loss: 0.21487866 04/13/2022 04:38:44 - INFO - __main__ - global_steps 272050 loss: 0.19415662 04/13/2022 04:38:48 - INFO - __main__ - global_steps 272100 loss: 0.23512713 04/13/2022 04:38:53 - INFO - __main__ - global_steps 272150 loss: 0.22689125 04/13/2022 04:38:57 - INFO - __main__ - global_steps 272200 loss: 0.15110964 04/13/2022 04:39:02 - INFO - __main__ - global_steps 272250 loss: 0.18392144 04/13/2022 04:39:07 - INFO - __main__ - global_steps 272300 loss: 0.21028293 04/13/2022 04:39:11 - INFO - __main__ - global_steps 272350 loss: 0.20900021 04/13/2022 04:39:16 - INFO - __main__ - global_steps 272400 loss: 0.14195105 04/13/2022 04:39:20 - INFO - __main__ - global_steps 272450 loss: 0.15965944 04/13/2022 04:39:25 - INFO - __main__ - global_steps 272500 loss: 0.17080610 04/13/2022 04:39:25 - INFO - __main__ - ********** Running evaluating ********** 04/13/2022 04:39:29 - INFO - __main__ - ########## val_ar_acc 0.706425702811245 ########## 04/13/2022 04:39:34 - INFO - __main__ - ########## val_bg_acc 0.7485943775100402 ########## 04/13/2022 04:39:38 - INFO - __main__ - ########## val_de_acc 0.7598393574297189 ########## 04/13/2022 04:39:43 - INFO - __main__ - ########## val_el_acc 0.748995983935743 ########## 04/13/2022 04:39:47 - INFO - __main__ - ########## val_en_acc 0.8425702811244979 ########## 04/13/2022 04:39:51 - INFO - __main__ - ########## val_es_acc 0.7855421686746988 ########## 04/13/2022 04:39:56 - INFO - __main__ - ########## val_fr_acc 0.7714859437751004 ########## 04/13/2022 04:40:01 - INFO - __main__ - ########## val_hi_acc 0.6775100401606425 ########## 04/13/2022 04:40:05 - INFO - __main__ - ########## val_ru_acc 0.7317269076305221 ########## 04/13/2022 04:40:09 - INFO - __main__ - ########## val_sw_acc 0.6578313253012048 ########## 04/13/2022 04:40:13 - INFO - __main__ - ########## val_th_acc 0.6971887550200804 ########## 04/13/2022 04:40:18 - INFO - __main__ - ########## val_tr_acc 0.7128514056224899 ########## 04/13/2022 04:40:23 - INFO - __main__ - ########## val_ur_acc 0.6345381526104418 ########## 04/13/2022 04:40:27 - INFO - __main__ - ########## val_vi_acc 0.7333333333333333 ########## 04/13/2022 04:40:32 - INFO - __main__ - ########## val_zh_acc 0.7357429718875502 ########## 04/13/2022 04:40:40 - INFO - __main__ - ########## test_ar_acc 0.7121756487025949 ########## 04/13/2022 04:40:50 - INFO - __main__ - ########## test_bg_acc 0.7618762475049901 ########## 04/13/2022 04:40:59 - INFO - __main__ - ########## test_de_acc 0.7600798403193613 ########## 04/13/2022 04:41:08 - INFO - __main__ - ########## test_el_acc 0.744311377245509 ########## 04/13/2022 04:41:17 - INFO - __main__ - ########## test_en_acc 0.8413173652694611 ########## 04/13/2022 04:41:26 - INFO - __main__ - ########## test_es_acc 0.7852295409181637 ########## 04/13/2022 04:41:36 - INFO - __main__ - ########## test_fr_acc 0.7776447105788423 ########## 04/13/2022 04:41:45 - INFO - __main__ - ########## test_hi_acc 0.6730538922155689 ########## 04/13/2022 04:41:55 - INFO - __main__ - ########## test_ru_acc 0.743313373253493 ########## 04/13/2022 04:42:04 - INFO - __main__ - ########## test_sw_acc 0.6740518962075849 ########## 04/13/2022 04:42:13 - INFO - __main__ - ########## test_th_acc 0.6932135728542914 ########## 04/13/2022 04:42:21 - INFO - __main__ - ########## test_tr_acc 0.7059880239520958 ########## 04/13/2022 04:42:31 - INFO - __main__ - ########## test_ur_acc 0.6455089820359281 ########## 04/13/2022 04:42:40 - INFO - __main__ - ########## test_vi_acc 0.7287425149700599 ########## 04/13/2022 04:42:49 - INFO - __main__ - ########## test_zh_acc 0.7273453093812375 ########## 04/13/2022 04:42:49 - INFO - __main__ - val_ar_acc = 0.706425702811245 04/13/2022 04:42:49 - INFO - __main__ - val_bg_acc = 0.7485943775100402 04/13/2022 04:42:49 - INFO - __main__ - val_de_acc = 0.7598393574297189 04/13/2022 04:42:49 - INFO - __main__ - val_el_acc = 0.748995983935743 04/13/2022 04:42:49 - INFO - __main__ - val_en_acc = 0.8425702811244979 04/13/2022 04:42:49 - INFO - __main__ - val_es_acc = 0.7855421686746988 04/13/2022 04:42:49 - INFO - __main__ - val_fr_acc = 0.7714859437751004 04/13/2022 04:42:49 - INFO - __main__ - val_hi_acc = 0.6775100401606425 04/13/2022 04:42:49 - INFO - __main__ - val_ru_acc = 0.7317269076305221 04/13/2022 04:42:49 - INFO - __main__ - val_sw_acc = 0.6578313253012048 04/13/2022 04:42:49 - INFO - __main__ - val_th_acc = 0.6971887550200804 04/13/2022 04:42:49 - INFO - __main__ - val_tr_acc = 0.7128514056224899 04/13/2022 04:42:49 - INFO - __main__ - val_ur_acc = 0.6345381526104418 04/13/2022 04:42:49 - INFO - __main__ - val_vi_acc = 0.7333333333333333 04/13/2022 04:42:49 - INFO - __main__ - val_zh_acc = 0.7357429718875502 04/13/2022 04:42:49 - INFO - __main__ - val_avg_acc = 0.7296117804551538 04/13/2022 04:42:49 - INFO - __main__ - test_ar_acc = 0.7121756487025949 04/13/2022 04:42:49 - INFO - __main__ - test_bg_acc = 0.7618762475049901 04/13/2022 04:42:49 - INFO - __main__ - test_de_acc = 0.7600798403193613 04/13/2022 04:42:49 - INFO - __main__ - test_el_acc = 0.744311377245509 04/13/2022 04:42:49 - INFO - __main__ - test_en_acc = 0.8413173652694611 04/13/2022 04:42:49 - INFO - __main__ - test_es_acc = 0.7852295409181637 04/13/2022 04:42:49 - INFO - __main__ - test_fr_acc = 0.7776447105788423 04/13/2022 04:42:49 - INFO - __main__ - test_hi_acc = 0.6730538922155689 04/13/2022 04:42:49 - INFO - __main__ - test_ru_acc = 0.743313373253493 04/13/2022 04:42:49 - INFO - __main__ - test_sw_acc = 0.6740518962075849 04/13/2022 04:42:49 - INFO - __main__ - test_th_acc = 0.6932135728542914 04/13/2022 04:42:49 - INFO - __main__ - test_tr_acc = 0.7059880239520958 04/13/2022 04:42:49 - INFO - __main__ - test_ur_acc = 0.6455089820359281 04/13/2022 04:42:49 - INFO - __main__ - test_vi_acc = 0.7287425149700599 04/13/2022 04:42:49 - INFO - __main__ - test_zh_acc = 0.7273453093812375 04/13/2022 04:42:49 - INFO - __main__ - test_avg_acc = 0.7315901530272787 04/13/2022 04:42:50 - INFO - utils - remove old ckpt: xnli_right_avg_new/ckpt/step-272500-test_avg_acc-0.7315901530272787-val_avg_acc-0.7296117804551538 04/13/2022 04:42:50 - INFO - __main__ - ********** Evaluating Done ********** 04/13/2022 04:42:55 - INFO - __main__ - global_steps 272550 loss: 0.14185948 04/13/2022 04:42:59 - INFO - __main__ - global_steps 272600 loss: 0.15262567 04/13/2022 04:43:04 - INFO - __main__ - global_steps 272650 loss: 0.12176270 04/13/2022 04:43:09 - INFO - __main__ - global_steps 272700 loss: 0.19997867 04/13/2022 04:43:13 - INFO - __main__ - global_steps 272750 loss: 0.21917899 04/13/2022 04:43:18 - INFO - __main__ - global_steps 272800 loss: 0.15096309 04/13/2022 04:43:22 - INFO - __main__ - global_steps 272850 loss: 0.22171535 04/13/2022 04:43:27 - INFO - __main__ - global_steps 272900 loss: 0.12394014 04/13/2022 04:43:32 - INFO - __main__ - global_steps 272950 loss: 0.22667117 04/13/2022 04:43:36 - INFO - __main__ - global_steps 273000 loss: 0.17039108 04/13/2022 04:43:41 - INFO - __main__ - global_steps 273050 loss: 0.16847845 04/13/2022 04:43:45 - INFO - __main__ - global_steps 273100 loss: 0.13076344 04/13/2022 04:43:50 - INFO - __main__ - global_steps 273150 loss: 0.15085147 04/13/2022 04:43:54 - INFO - __main__ - global_steps 273200 loss: 0.14076841 04/13/2022 04:43:59 - INFO - __main__ - global_steps 273250 loss: 0.14766449 04/13/2022 04:44:04 - INFO - __main__ - global_steps 273300 loss: 0.18593490 04/13/2022 04:44:08 - INFO - __main__ - global_steps 273350 loss: 0.19284745 04/13/2022 04:44:13 - INFO - __main__ - global_steps 273400 loss: 0.18048416 04/13/2022 04:44:17 - INFO - __main__ - global_steps 273450 loss: 0.16210653 04/13/2022 04:44:22 - INFO - __main__ - global_steps 273500 loss: 0.15779621 04/13/2022 04:44:27 - INFO - __main__ - global_steps 273550 loss: 0.18337252 04/13/2022 04:44:31 - INFO - __main__ - global_steps 273600 loss: 0.17237980 04/13/2022 04:44:36 - INFO - __main__ - global_steps 273650 loss: 0.17151884 04/13/2022 04:44:40 - INFO - __main__ - global_steps 273700 loss: 0.20955958 04/13/2022 04:44:45 - INFO - __main__ - global_steps 273750 loss: 0.19056082 04/13/2022 04:44:50 - INFO - __main__ - global_steps 273800 loss: 0.16803409 04/13/2022 04:44:54 - INFO - __main__ - global_steps 273850 loss: 0.17398812 04/13/2022 04:44:59 - INFO - __main__ - global_steps 273900 loss: 0.18976068 04/13/2022 04:45:03 - INFO - __main__ - global_steps 273950 loss: 0.19775523 04/13/2022 04:45:08 - INFO - __main__ - global_steps 274000 loss: 0.19971126 04/13/2022 04:45:12 - INFO - __main__ - global_steps 274050 loss: 0.20750339 04/13/2022 04:45:17 - INFO - __main__ - global_steps 274100 loss: 0.20851292 04/13/2022 04:45:21 - INFO - __main__ - global_steps 274150 loss: 0.16192449 04/13/2022 04:45:26 - INFO - __main__ - global_steps 274200 loss: 0.14686949 04/13/2022 04:45:31 - INFO - __main__ - global_steps 274250 loss: 0.19269104 04/13/2022 04:45:35 - INFO - __main__ - global_steps 274300 loss: 0.14194995 04/13/2022 04:45:40 - INFO - __main__ - global_steps 274350 loss: 0.19531522 04/13/2022 04:45:44 - INFO - __main__ - global_steps 274400 loss: 0.17934217 04/13/2022 04:45:49 - INFO - __main__ - global_steps 274450 loss: 0.17023175 04/13/2022 04:45:54 - INFO - __main__ - global_steps 274500 loss: 0.16608556 04/13/2022 04:45:58 - INFO - __main__ - global_steps 274550 loss: 0.16765772 04/13/2022 04:46:03 - INFO - __main__ - global_steps 274600 loss: 0.20279365 04/13/2022 04:46:07 - INFO - __main__ - global_steps 274650 loss: 0.17717902 04/13/2022 04:46:12 - INFO - __main__ - global_steps 274700 loss: 0.12417524 04/13/2022 04:46:17 - INFO - __main__ - global_steps 274750 loss: 0.21028559 04/13/2022 04:46:21 - INFO - __main__ - global_steps 274800 loss: 0.17089874 04/13/2022 04:46:26 - INFO - __main__ - global_steps 274850 loss: 0.19546733 04/13/2022 04:46:30 - INFO - __main__ - global_steps 274900 loss: 0.14566679 04/13/2022 04:46:35 - INFO - __main__ - global_steps 274950 loss: 0.20532655 04/13/2022 04:46:40 - INFO - __main__ - global_steps 275000 loss: 0.13285421 04/13/2022 04:46:40 - INFO - __main__ - ********** Running evaluating ********** 04/13/2022 04:46:44 - INFO - __main__ - ########## val_ar_acc 0.6995983935742972 ########## 04/13/2022 04:46:49 - INFO - __main__ - ########## val_bg_acc 0.7357429718875502 ########## 04/13/2022 04:46:53 - INFO - __main__ - ########## val_de_acc 0.7397590361445783 ########## 04/13/2022 04:46:58 - INFO - __main__ - ########## val_el_acc 0.7289156626506024 ########## 04/13/2022 04:47:02 - INFO - __main__ - ########## val_en_acc 0.8389558232931726 ########## 04/13/2022 04:47:07 - INFO - __main__ - ########## val_es_acc 0.7730923694779116 ########## 04/13/2022 04:47:11 - INFO - __main__ - ########## val_fr_acc 0.7666666666666667 ########## 04/13/2022 04:47:16 - INFO - __main__ - ########## val_hi_acc 0.6614457831325301 ########## 04/13/2022 04:47:21 - INFO - __main__ - ########## val_ru_acc 0.7112449799196787 ########## 04/13/2022 04:47:25 - INFO - __main__ - ########## val_sw_acc 0.6437751004016065 ########## 04/13/2022 04:47:29 - INFO - __main__ - ########## val_th_acc 0.6706827309236948 ########## 04/13/2022 04:47:34 - INFO - __main__ - ########## val_tr_acc 0.7056224899598393 ########## 04/13/2022 04:47:39 - INFO - __main__ - ########## val_ur_acc 0.6196787148594377 ########## 04/13/2022 04:47:43 - INFO - __main__ - ########## val_vi_acc 0.7136546184738956 ########## 04/13/2022 04:47:47 - INFO - __main__ - ########## val_zh_acc 0.7224899598393574 ########## 04/13/2022 04:47:56 - INFO - __main__ - ########## test_ar_acc 0.7047904191616766 ########## 04/13/2022 04:48:06 - INFO - __main__ - ########## test_bg_acc 0.7526946107784431 ########## 04/13/2022 04:48:15 - INFO - __main__ - ########## test_de_acc 0.7445109780439122 ########## 04/13/2022 04:48:24 - INFO - __main__ - ########## test_el_acc 0.7261477045908183 ########## 04/13/2022 04:48:33 - INFO - __main__ - ########## test_en_acc 0.8375249500998004 ########## 04/13/2022 04:48:42 - INFO - __main__ - ########## test_es_acc 0.7780439121756487 ########## 04/13/2022 04:48:52 - INFO - __main__ - ########## test_fr_acc 0.767065868263473 ########## 04/13/2022 04:49:02 - INFO - __main__ - ########## test_hi_acc 0.6598802395209581 ########## 04/13/2022 04:49:11 - INFO - __main__ - ########## test_ru_acc 0.7269461077844311 ########## 04/13/2022 04:49:20 - INFO - __main__ - ########## test_sw_acc 0.6548902195608782 ########## 04/13/2022 04:49:29 - INFO - __main__ - ########## test_th_acc 0.6652694610778443 ########## 04/13/2022 04:49:37 - INFO - __main__ - ########## test_tr_acc 0.693812375249501 ########## 04/13/2022 04:49:47 - INFO - __main__ - ########## test_ur_acc 0.6345309381237525 ########## 04/13/2022 04:49:56 - INFO - __main__ - ########## test_vi_acc 0.7111776447105789 ########## 04/13/2022 04:50:05 - INFO - __main__ - ########## test_zh_acc 0.7197604790419162 ########## 04/13/2022 04:50:05 - INFO - __main__ - val_ar_acc = 0.6995983935742972 04/13/2022 04:50:05 - INFO - __main__ - val_bg_acc = 0.7357429718875502 04/13/2022 04:50:05 - INFO - __main__ - val_de_acc = 0.7397590361445783 04/13/2022 04:50:05 - INFO - __main__ - val_el_acc = 0.7289156626506024 04/13/2022 04:50:05 - INFO - __main__ - val_en_acc = 0.8389558232931726 04/13/2022 04:50:05 - INFO - __main__ - val_es_acc = 0.7730923694779116 04/13/2022 04:50:05 - INFO - __main__ - val_fr_acc = 0.7666666666666667 04/13/2022 04:50:05 - INFO - __main__ - val_hi_acc = 0.6614457831325301 04/13/2022 04:50:05 - INFO - __main__ - val_ru_acc = 0.7112449799196787 04/13/2022 04:50:05 - INFO - __main__ - val_sw_acc = 0.6437751004016065 04/13/2022 04:50:05 - INFO - __main__ - val_th_acc = 0.6706827309236948 04/13/2022 04:50:05 - INFO - __main__ - val_tr_acc = 0.7056224899598393 04/13/2022 04:50:05 - INFO - __main__ - val_ur_acc = 0.6196787148594377 04/13/2022 04:50:05 - INFO - __main__ - val_vi_acc = 0.7136546184738956 04/13/2022 04:50:05 - INFO - __main__ - val_zh_acc = 0.7224899598393574 04/13/2022 04:50:05 - INFO - __main__ - val_avg_acc = 0.715421686746988 04/13/2022 04:50:05 - INFO - __main__ - test_ar_acc = 0.7047904191616766 04/13/2022 04:50:05 - INFO - __main__ - test_bg_acc = 0.7526946107784431 04/13/2022 04:50:05 - INFO - __main__ - test_de_acc = 0.7445109780439122 04/13/2022 04:50:05 - INFO - __main__ - test_el_acc = 0.7261477045908183 04/13/2022 04:50:05 - INFO - __main__ - test_en_acc = 0.8375249500998004 04/13/2022 04:50:05 - INFO - __main__ - test_es_acc = 0.7780439121756487 04/13/2022 04:50:05 - INFO - __main__ - test_fr_acc = 0.767065868263473 04/13/2022 04:50:05 - INFO - __main__ - test_hi_acc = 0.6598802395209581 04/13/2022 04:50:05 - INFO - __main__ - test_ru_acc = 0.7269461077844311 04/13/2022 04:50:05 - INFO - __main__ - test_sw_acc = 0.6548902195608782 04/13/2022 04:50:05 - INFO - __main__ - test_th_acc = 0.6652694610778443 04/13/2022 04:50:05 - INFO - __main__ - test_tr_acc = 0.693812375249501 04/13/2022 04:50:05 - INFO - __main__ - test_ur_acc = 0.6345309381237525 04/13/2022 04:50:05 - INFO - __main__ - test_vi_acc = 0.7111776447105789 04/13/2022 04:50:05 - INFO - __main__ - test_zh_acc = 0.7197604790419162 04/13/2022 04:50:05 - INFO - __main__ - test_avg_acc = 0.7184697272122421 04/13/2022 04:50:06 - INFO - utils - remove old ckpt: xnli_right_avg_new/ckpt/step-275000-test_avg_acc-0.7184697272122421-val_avg_acc-0.715421686746988 04/13/2022 04:50:06 - INFO - __main__ - ********** Evaluating Done ********** 04/13/2022 04:50:11 - INFO - __main__ - global_steps 275050 loss: 0.20355232 04/13/2022 04:50:15 - INFO - __main__ - global_steps 275100 loss: 0.21039900 04/13/2022 04:50:20 - INFO - __main__ - global_steps 275150 loss: 0.13039570 04/13/2022 04:50:25 - INFO - __main__ - global_steps 275200 loss: 0.21937825 04/13/2022 04:50:29 - INFO - __main__ - global_steps 275250 loss: 0.20011129 04/13/2022 04:50:34 - INFO - __main__ - global_steps 275300 loss: 0.15134668 04/13/2022 04:50:39 - INFO - __main__ - global_steps 275350 loss: 0.18466098 04/13/2022 04:50:43 - INFO - __main__ - global_steps 275400 loss: 0.17152451 04/13/2022 04:50:48 - INFO - __main__ - global_steps 275450 loss: 0.19103877 04/13/2022 04:50:53 - INFO - __main__ - global_steps 275500 loss: 0.22749982 04/13/2022 04:50:57 - INFO - __main__ - global_steps 275550 loss: 0.15437089 04/13/2022 04:51:02 - INFO - __main__ - global_steps 275600 loss: 0.15933273 04/13/2022 04:51:06 - INFO - __main__ - global_steps 275650 loss: 0.18165381 04/13/2022 04:51:11 - INFO - __main__ - global_steps 275700 loss: 0.18002242 04/13/2022 04:51:15 - INFO - __main__ - global_steps 275750 loss: 0.16911961 04/13/2022 04:51:20 - INFO - __main__ - global_steps 275800 loss: 0.19594700 04/13/2022 04:51:25 - INFO - __main__ - global_steps 275850 loss: 0.17030747 04/13/2022 04:51:29 - INFO - __main__ - global_steps 275900 loss: 0.20283641 04/13/2022 04:51:34 - INFO - __main__ - global_steps 275950 loss: 0.20709086 04/13/2022 04:51:38 - INFO - __main__ - global_steps 276000 loss: 0.15276694 04/13/2022 04:51:43 - INFO - __main__ - global_steps 276050 loss: 0.18846059 04/13/2022 04:51:48 - INFO - __main__ - global_steps 276100 loss: 0.13229486 04/13/2022 04:51:52 - INFO - __main__ - global_steps 276150 loss: 0.12834382 04/13/2022 04:51:57 - INFO - __main__ - global_steps 276200 loss: 0.19053425 04/13/2022 04:52:01 - INFO - __main__ - global_steps 276250 loss: 0.19283057 04/13/2022 04:52:06 - INFO - __main__ - global_steps 276300 loss: 0.15828362 04/13/2022 04:52:10 - INFO - __main__ - global_steps 276350 loss: 0.12845443 04/13/2022 04:52:15 - INFO - __main__ - global_steps 276400 loss: 0.13789953 04/13/2022 04:52:20 - INFO - __main__ - global_steps 276450 loss: 0.14982072 04/13/2022 04:52:24 - INFO - __main__ - global_steps 276500 loss: 0.24596186 04/13/2022 04:52:29 - INFO - __main__ - global_steps 276550 loss: 0.13954079 04/13/2022 04:52:34 - INFO - __main__ - global_steps 276600 loss: 0.21669900 04/13/2022 04:52:38 - INFO - __main__ - global_steps 276650 loss: 0.18139495 04/13/2022 04:52:43 - INFO - __main__ - global_steps 276700 loss: 0.18157781 04/13/2022 04:52:47 - INFO - __main__ - global_steps 276750 loss: 0.18117961 04/13/2022 04:52:52 - INFO - __main__ - global_steps 276800 loss: 0.22427680 04/13/2022 04:52:57 - INFO - __main__ - global_steps 276850 loss: 0.18382710 04/13/2022 04:53:01 - INFO - __main__ - global_steps 276900 loss: 0.17809615 04/13/2022 04:53:06 - INFO - __main__ - global_steps 276950 loss: 0.14837329 04/13/2022 04:53:10 - INFO - __main__ - global_steps 277000 loss: 0.21318347 04/13/2022 04:53:15 - INFO - __main__ - global_steps 277050 loss: 0.19300237 04/13/2022 04:53:20 - INFO - __main__ - global_steps 277100 loss: 0.19353518 04/13/2022 04:53:24 - INFO - __main__ - global_steps 277150 loss: 0.18337738 04/13/2022 04:53:29 - INFO - __main__ - global_steps 277200 loss: 0.22781012 04/13/2022 04:53:33 - INFO - __main__ - global_steps 277250 loss: 0.22459719 04/13/2022 04:53:38 - INFO - __main__ - global_steps 277300 loss: 0.19632711 04/13/2022 04:53:42 - INFO - __main__ - global_steps 277350 loss: 0.19056805 04/13/2022 04:53:47 - INFO - __main__ - global_steps 277400 loss: 0.18871384 04/13/2022 04:53:52 - INFO - __main__ - global_steps 277450 loss: 0.18576614 04/13/2022 04:53:56 - INFO - __main__ - global_steps 277500 loss: 0.17135729 04/13/2022 04:53:56 - INFO - __main__ - ********** Running evaluating ********** 04/13/2022 04:54:01 - INFO - __main__ - ########## val_ar_acc 0.7108433734939759 ########## 04/13/2022 04:54:05 - INFO - __main__ - ########## val_bg_acc 0.7453815261044177 ########## 04/13/2022 04:54:10 - INFO - __main__ - ########## val_de_acc 0.7598393574297189 ########## 04/13/2022 04:54:14 - INFO - __main__ - ########## val_el_acc 0.755421686746988 ########## 04/13/2022 04:54:19 - INFO - __main__ - ########## val_en_acc 0.8522088353413655 ########## 04/13/2022 04:54:23 - INFO - __main__ - ########## val_es_acc 0.7931726907630522 ########## 04/13/2022 04:54:28 - INFO - __main__ - ########## val_fr_acc 0.7775100401606426 ########## 04/13/2022 04:54:32 - INFO - __main__ - ########## val_hi_acc 0.6899598393574298 ########## 04/13/2022 04:54:37 - INFO - __main__ - ########## val_ru_acc 0.727710843373494 ########## 04/13/2022 04:54:41 - INFO - __main__ - ########## val_sw_acc 0.6598393574297189 ########## 04/13/2022 04:54:46 - INFO - __main__ - ########## val_th_acc 0.7072289156626506 ########## 04/13/2022 04:54:50 - INFO - __main__ - ########## val_tr_acc 0.7164658634538152 ########## 04/13/2022 04:54:55 - INFO - __main__ - ########## val_ur_acc 0.642570281124498 ########## 04/13/2022 04:54:59 - INFO - __main__ - ########## val_vi_acc 0.7409638554216867 ########## 04/13/2022 04:55:04 - INFO - __main__ - ########## val_zh_acc 0.7477911646586345 ########## 04/13/2022 04:55:13 - INFO - __main__ - ########## test_ar_acc 0.7139720558882235 ########## 04/13/2022 04:55:22 - INFO - __main__ - ########## test_bg_acc 0.7618762475049901 ########## 04/13/2022 04:55:31 - INFO - __main__ - ########## test_de_acc 0.7652694610778443 ########## 04/13/2022 04:55:41 - INFO - __main__ - ########## test_el_acc 0.7542914171656686 ########## 04/13/2022 04:55:49 - INFO - __main__ - ########## test_en_acc 0.8457085828343314 ########## 04/13/2022 04:55:59 - INFO - __main__ - ########## test_es_acc 0.7920159680638723 ########## 04/13/2022 04:56:08 - INFO - __main__ - ########## test_fr_acc 0.7852295409181637 ########## 04/13/2022 04:56:18 - INFO - __main__ - ########## test_hi_acc 0.6746506986027944 ########## 04/13/2022 04:56:27 - INFO - __main__ - ########## test_ru_acc 0.7435129740518962 ########## 04/13/2022 04:56:36 - INFO - __main__ - ########## test_sw_acc 0.6782435129740519 ########## 04/13/2022 04:56:45 - INFO - __main__ - ########## test_th_acc 0.7083832335329341 ########## 04/13/2022 04:56:54 - INFO - __main__ - ########## test_tr_acc 0.707185628742515 ########## 04/13/2022 04:57:03 - INFO - __main__ - ########## test_ur_acc 0.6475049900199601 ########## 04/13/2022 04:57:12 - INFO - __main__ - ########## test_vi_acc 0.7355289421157685 ########## 04/13/2022 04:57:20 - INFO - __main__ - ########## test_zh_acc 0.7331337325349302 ########## 04/13/2022 04:57:20 - INFO - __main__ - val_ar_acc = 0.7108433734939759 04/13/2022 04:57:20 - INFO - __main__ - val_bg_acc = 0.7453815261044177 04/13/2022 04:57:20 - INFO - __main__ - val_de_acc = 0.7598393574297189 04/13/2022 04:57:20 - INFO - __main__ - val_el_acc = 0.755421686746988 04/13/2022 04:57:20 - INFO - __main__ - val_en_acc = 0.8522088353413655 04/13/2022 04:57:20 - INFO - __main__ - val_es_acc = 0.7931726907630522 04/13/2022 04:57:20 - INFO - __main__ - val_fr_acc = 0.7775100401606426 04/13/2022 04:57:20 - INFO - __main__ - val_hi_acc = 0.6899598393574298 04/13/2022 04:57:20 - INFO - __main__ - val_ru_acc = 0.727710843373494 04/13/2022 04:57:20 - INFO - __main__ - val_sw_acc = 0.6598393574297189 04/13/2022 04:57:20 - INFO - __main__ - val_th_acc = 0.7072289156626506 04/13/2022 04:57:20 - INFO - __main__ - val_tr_acc = 0.7164658634538152 04/13/2022 04:57:20 - INFO - __main__ - val_ur_acc = 0.642570281124498 04/13/2022 04:57:20 - INFO - __main__ - val_vi_acc = 0.7409638554216867 04/13/2022 04:57:20 - INFO - __main__ - val_zh_acc = 0.7477911646586345 04/13/2022 04:57:20 - INFO - __main__ - val_avg_acc = 0.7351271753681392 04/13/2022 04:57:20 - INFO - __main__ - test_ar_acc = 0.7139720558882235 04/13/2022 04:57:20 - INFO - __main__ - test_bg_acc = 0.7618762475049901 04/13/2022 04:57:20 - INFO - __main__ - test_de_acc = 0.7652694610778443 04/13/2022 04:57:20 - INFO - __main__ - test_el_acc = 0.7542914171656686 04/13/2022 04:57:20 - INFO - __main__ - test_en_acc = 0.8457085828343314 04/13/2022 04:57:20 - INFO - __main__ - test_es_acc = 0.7920159680638723 04/13/2022 04:57:20 - INFO - __main__ - test_fr_acc = 0.7852295409181637 04/13/2022 04:57:20 - INFO - __main__ - test_hi_acc = 0.6746506986027944 04/13/2022 04:57:20 - INFO - __main__ - test_ru_acc = 0.7435129740518962 04/13/2022 04:57:20 - INFO - __main__ - test_sw_acc = 0.6782435129740519 04/13/2022 04:57:20 - INFO - __main__ - test_th_acc = 0.7083832335329341 04/13/2022 04:57:20 - INFO - __main__ - test_tr_acc = 0.707185628742515 04/13/2022 04:57:20 - INFO - __main__ - test_ur_acc = 0.6475049900199601 04/13/2022 04:57:20 - INFO - __main__ - test_vi_acc = 0.7355289421157685 04/13/2022 04:57:20 - INFO - __main__ - test_zh_acc = 0.7331337325349302 04/13/2022 04:57:20 - INFO - __main__ - test_avg_acc = 0.7364337990685297 04/13/2022 04:57:21 - INFO - utils - remove old ckpt: xnli_right_avg_new/ckpt/step-277500-test_avg_acc-0.7364337990685297-val_avg_acc-0.7351271753681392 04/13/2022 04:57:21 - INFO - __main__ - ********** Evaluating Done ********** 04/13/2022 04:57:26 - INFO - __main__ - global_steps 277550 loss: 0.18090399 04/13/2022 04:57:31 - INFO - __main__ - global_steps 277600 loss: 0.13174099 04/13/2022 04:57:35 - INFO - __main__ - global_steps 277650 loss: 0.15086837 04/13/2022 04:57:40 - INFO - __main__ - global_steps 277700 loss: 0.17585224 04/13/2022 04:57:45 - INFO - __main__ - global_steps 277750 loss: 0.14562127 04/13/2022 04:57:49 - INFO - __main__ - global_steps 277800 loss: 0.14771642 04/13/2022 04:57:54 - INFO - __main__ - global_steps 277850 loss: 0.15653029 04/13/2022 04:57:59 - INFO - __main__ - global_steps 277900 loss: 0.17390789 04/13/2022 04:58:03 - INFO - __main__ - global_steps 277950 loss: 0.15426197 04/13/2022 04:58:08 - INFO - __main__ - global_steps 278000 loss: 0.17748899 04/13/2022 04:58:12 - INFO - __main__ - global_steps 278050 loss: 0.14694260 04/13/2022 04:58:17 - INFO - __main__ - global_steps 278100 loss: 0.19561469 04/13/2022 04:58:22 - INFO - __main__ - global_steps 278150 loss: 0.13977700 04/13/2022 04:58:26 - INFO - __main__ - global_steps 278200 loss: 0.13506352 04/13/2022 04:58:31 - INFO - __main__ - global_steps 278250 loss: 0.15414889 04/13/2022 04:58:36 - INFO - __main__ - global_steps 278300 loss: 0.19383865 04/13/2022 04:58:40 - INFO - __main__ - global_steps 278350 loss: 0.19529924 04/13/2022 04:58:45 - INFO - __main__ - global_steps 278400 loss: 0.14145320 04/13/2022 04:58:49 - INFO - __main__ - global_steps 278450 loss: 0.10990363 04/13/2022 04:58:54 - INFO - __main__ - global_steps 278500 loss: 0.13107631 04/13/2022 04:58:59 - INFO - __main__ - global_steps 278550 loss: 0.19408234 04/13/2022 04:59:03 - INFO - __main__ - global_steps 278600 loss: 0.23811363 04/13/2022 04:59:08 - INFO - __main__ - global_steps 278650 loss: 0.22193905 04/13/2022 04:59:12 - INFO - __main__ - global_steps 278700 loss: 0.17200577 04/13/2022 04:59:17 - INFO - __main__ - global_steps 278750 loss: 0.14766709 04/13/2022 04:59:21 - INFO - __main__ - global_steps 278800 loss: 0.15435931 04/13/2022 04:59:26 - INFO - __main__ - global_steps 278850 loss: 0.19229876 04/13/2022 04:59:30 - INFO - __main__ - global_steps 278900 loss: 0.15146891 04/13/2022 04:59:34 - INFO - __main__ - global_steps 278950 loss: 0.19970430 04/13/2022 04:59:39 - INFO - __main__ - global_steps 279000 loss: 0.17799340 04/13/2022 04:59:43 - INFO - __main__ - global_steps 279050 loss: 0.12682755 04/13/2022 04:59:47 - INFO - __main__ - global_steps 279100 loss: 0.20977665 04/13/2022 04:59:52 - INFO - __main__ - global_steps 279150 loss: 0.14148563 04/13/2022 04:59:57 - INFO - __main__ - global_steps 279200 loss: 0.13367902 04/13/2022 05:00:01 - INFO - __main__ - global_steps 279250 loss: 0.10472623 04/13/2022 05:00:06 - INFO - __main__ - global_steps 279300 loss: 0.17180270 04/13/2022 05:00:11 - INFO - __main__ - global_steps 279350 loss: 0.15018774 04/13/2022 05:00:15 - INFO - __main__ - global_steps 279400 loss: 0.11954473 04/13/2022 05:00:20 - INFO - __main__ - global_steps 279450 loss: 0.18426328 04/13/2022 05:00:24 - INFO - __main__ - global_steps 279500 loss: 0.14543456 04/13/2022 05:00:29 - INFO - __main__ - global_steps 279550 loss: 0.15564913 04/13/2022 05:00:33 - INFO - __main__ - global_steps 279600 loss: 0.21878443 04/13/2022 05:00:37 - INFO - __main__ - global_steps 279650 loss: 0.20270566 04/13/2022 05:00:42 - INFO - __main__ - global_steps 279700 loss: 0.16535740 04/13/2022 05:00:46 - INFO - __main__ - global_steps 279750 loss: 0.13531701 04/13/2022 05:00:50 - INFO - __main__ - global_steps 279800 loss: 0.18773436 04/13/2022 05:00:55 - INFO - __main__ - global_steps 279850 loss: 0.20061479 04/13/2022 05:00:59 - INFO - __main__ - global_steps 279900 loss: 0.19865202 04/13/2022 05:01:04 - INFO - __main__ - global_steps 279950 loss: 0.14863405 04/13/2022 05:01:09 - INFO - __main__ - global_steps 280000 loss: 0.18685909 04/13/2022 05:01:09 - INFO - __main__ - ********** Running evaluating ********** 04/13/2022 05:01:13 - INFO - __main__ - ########## val_ar_acc 0.7068273092369478 ########## 04/13/2022 05:01:18 - INFO - __main__ - ########## val_bg_acc 0.7357429718875502 ########## 04/13/2022 05:01:22 - INFO - __main__ - ########## val_de_acc 0.7453815261044177 ########## 04/13/2022 05:01:27 - INFO - __main__ - ########## val_el_acc 0.7397590361445783 ########## 04/13/2022 05:01:31 - INFO - __main__ - ########## val_en_acc 0.8389558232931726 ########## 04/13/2022 05:01:36 - INFO - __main__ - ########## val_es_acc 0.7835341365461848 ########## 04/13/2022 05:01:40 - INFO - __main__ - ########## val_fr_acc 0.761847389558233 ########## 04/13/2022 05:01:45 - INFO - __main__ - ########## val_hi_acc 0.6706827309236948 ########## 04/13/2022 05:01:50 - INFO - __main__ - ########## val_ru_acc 0.7180722891566265 ########## 04/13/2022 05:01:54 - INFO - __main__ - ########## val_sw_acc 0.6445783132530121 ########## 04/13/2022 05:01:58 - INFO - __main__ - ########## val_th_acc 0.691566265060241 ########## 04/13/2022 05:02:02 - INFO - __main__ - ########## val_tr_acc 0.6967871485943775 ########## 04/13/2022 05:02:07 - INFO - __main__ - ########## val_ur_acc 0.6265060240963856 ########## 04/13/2022 05:02:12 - INFO - __main__ - ########## val_vi_acc 0.7172690763052209 ########## 04/13/2022 05:02:16 - INFO - __main__ - ########## val_zh_acc 0.7317269076305221 ########## 04/13/2022 05:02:25 - INFO - __main__ - ########## test_ar_acc 0.7023952095808383 ########## 04/13/2022 05:02:34 - INFO - __main__ - ########## test_bg_acc 0.7499001996007985 ########## 04/13/2022 05:02:43 - INFO - __main__ - ########## test_de_acc 0.7473053892215569 ########## 04/13/2022 05:02:53 - INFO - __main__ - ########## test_el_acc 0.7261477045908183 ########## 04/13/2022 05:03:02 - INFO - __main__ - ########## test_en_acc 0.8343313373253493 ########## 04/13/2022 05:03:11 - INFO - __main__ - ########## test_es_acc 0.7760479041916167 ########## 04/13/2022 05:03:20 - INFO - __main__ - ########## test_fr_acc 0.7684630738522954 ########## 04/13/2022 05:03:30 - INFO - __main__ - ########## test_hi_acc 0.6574850299401198 ########## 04/13/2022 05:03:39 - INFO - __main__ - ########## test_ru_acc 0.7239520958083833 ########## 04/13/2022 05:03:48 - INFO - __main__ - ########## test_sw_acc 0.6596806387225549 ########## 04/13/2022 05:03:57 - INFO - __main__ - ########## test_th_acc 0.6892215568862275 ########## 04/13/2022 05:04:06 - INFO - __main__ - ########## test_tr_acc 0.6936127744510978 ########## 04/13/2022 05:04:16 - INFO - __main__ - ########## test_ur_acc 0.6341317365269461 ########## 04/13/2022 05:04:25 - INFO - __main__ - ########## test_vi_acc 0.7145708582834331 ########## 04/13/2022 05:04:35 - INFO - __main__ - ########## test_zh_acc 0.716566866267465 ########## 04/13/2022 05:04:35 - INFO - __main__ - val_ar_acc = 0.7068273092369478 04/13/2022 05:04:35 - INFO - __main__ - val_bg_acc = 0.7357429718875502 04/13/2022 05:04:35 - INFO - __main__ - val_de_acc = 0.7453815261044177 04/13/2022 05:04:35 - INFO - __main__ - val_el_acc = 0.7397590361445783 04/13/2022 05:04:35 - INFO - __main__ - val_en_acc = 0.8389558232931726 04/13/2022 05:04:35 - INFO - __main__ - val_es_acc = 0.7835341365461848 04/13/2022 05:04:35 - INFO - __main__ - val_fr_acc = 0.761847389558233 04/13/2022 05:04:35 - INFO - __main__ - val_hi_acc = 0.6706827309236948 04/13/2022 05:04:35 - INFO - __main__ - val_ru_acc = 0.7180722891566265 04/13/2022 05:04:35 - INFO - __main__ - val_sw_acc = 0.6445783132530121 04/13/2022 05:04:35 - INFO - __main__ - val_th_acc = 0.691566265060241 04/13/2022 05:04:35 - INFO - __main__ - val_tr_acc = 0.6967871485943775 04/13/2022 05:04:35 - INFO - __main__ - val_ur_acc = 0.6265060240963856 04/13/2022 05:04:35 - INFO - __main__ - val_vi_acc = 0.7172690763052209 04/13/2022 05:04:35 - INFO - __main__ - val_zh_acc = 0.7317269076305221 04/13/2022 05:04:35 - INFO - __main__ - val_avg_acc = 0.7206157965194111 04/13/2022 05:04:35 - INFO - __main__ - test_ar_acc = 0.7023952095808383 04/13/2022 05:04:35 - INFO - __main__ - test_bg_acc = 0.7499001996007985 04/13/2022 05:04:35 - INFO - __main__ - test_de_acc = 0.7473053892215569 04/13/2022 05:04:35 - INFO - __main__ - test_el_acc = 0.7261477045908183 04/13/2022 05:04:35 - INFO - __main__ - test_en_acc = 0.8343313373253493 04/13/2022 05:04:35 - INFO - __main__ - test_es_acc = 0.7760479041916167 04/13/2022 05:04:35 - INFO - __main__ - test_fr_acc = 0.7684630738522954 04/13/2022 05:04:35 - INFO - __main__ - test_hi_acc = 0.6574850299401198 04/13/2022 05:04:35 - INFO - __main__ - test_ru_acc = 0.7239520958083833 04/13/2022 05:04:35 - INFO - __main__ - test_sw_acc = 0.6596806387225549 04/13/2022 05:04:35 - INFO - __main__ - test_th_acc = 0.6892215568862275 04/13/2022 05:04:35 - INFO - __main__ - test_tr_acc = 0.6936127744510978 04/13/2022 05:04:35 - INFO - __main__ - test_ur_acc = 0.6341317365269461 04/13/2022 05:04:35 - INFO - __main__ - test_vi_acc = 0.7145708582834331 04/13/2022 05:04:35 - INFO - __main__ - test_zh_acc = 0.716566866267465 04/13/2022 05:04:35 - INFO - __main__ - test_avg_acc = 0.7195874916832999 04/13/2022 05:04:36 - INFO - utils - remove old ckpt: xnli_right_avg_new/ckpt/step-280000-test_avg_acc-0.7195874916832999-val_avg_acc-0.7206157965194111 04/13/2022 05:04:36 - INFO - __main__ - ********** Evaluating Done ********** 04/13/2022 05:04:41 - INFO - __main__ - global_steps 280050 loss: 0.16375887 04/13/2022 05:04:46 - INFO - __main__ - global_steps 280100 loss: 0.15341383 04/13/2022 05:04:51 - INFO - __main__ - global_steps 280150 loss: 0.13827675 04/13/2022 05:04:55 - INFO - __main__ - global_steps 280200 loss: 0.16389576 04/13/2022 05:05:00 - INFO - __main__ - global_steps 280250 loss: 0.13138132 04/13/2022 05:05:05 - INFO - __main__ - global_steps 280300 loss: 0.18874606 04/13/2022 05:05:10 - INFO - __main__ - global_steps 280350 loss: 0.12883289 04/13/2022 05:05:15 - INFO - __main__ - global_steps 280400 loss: 0.16358591 04/13/2022 05:05:20 - INFO - __main__ - global_steps 280450 loss: 0.14161464 04/13/2022 05:05:24 - INFO - __main__ - global_steps 280500 loss: 0.20913649 04/13/2022 05:05:29 - INFO - __main__ - global_steps 280550 loss: 0.15996123 04/13/2022 05:05:34 - INFO - __main__ - global_steps 280600 loss: 0.12892446 04/13/2022 05:05:38 - INFO - __main__ - global_steps 280650 loss: 0.14590765 04/13/2022 05:05:43 - INFO - __main__ - global_steps 280700 loss: 0.19120764 04/13/2022 05:05:48 - INFO - __main__ - global_steps 280750 loss: 0.17795341 04/13/2022 05:05:53 - INFO - __main__ - global_steps 280800 loss: 0.14783576 04/13/2022 05:05:58 - INFO - __main__ - global_steps 280850 loss: 0.19488806 04/13/2022 05:06:02 - INFO - __main__ - global_steps 280900 loss: 0.15679413 04/13/2022 05:06:07 - INFO - __main__ - global_steps 280950 loss: 0.15594938 04/13/2022 05:06:12 - INFO - __main__ - global_steps 281000 loss: 0.18404458 04/13/2022 05:06:17 - INFO - __main__ - global_steps 281050 loss: 0.10466945 04/13/2022 05:06:21 - INFO - __main__ - global_steps 281100 loss: 0.17029330 04/13/2022 05:06:26 - INFO - __main__ - global_steps 281150 loss: 0.19614295 04/13/2022 05:06:31 - INFO - __main__ - global_steps 281200 loss: 0.14784878 04/13/2022 05:06:36 - INFO - __main__ - global_steps 281250 loss: 0.19234567 04/13/2022 05:06:41 - INFO - __main__ - global_steps 281300 loss: 0.14787857 04/13/2022 05:06:45 - INFO - __main__ - global_steps 281350 loss: 0.21993276 04/13/2022 05:06:50 - INFO - __main__ - global_steps 281400 loss: 0.11557542 04/13/2022 05:06:55 - INFO - __main__ - global_steps 281450 loss: 0.15281100 04/13/2022 05:06:59 - INFO - __main__ - global_steps 281500 loss: 0.17567609 04/13/2022 05:07:04 - INFO - __main__ - global_steps 281550 loss: 0.19770233 04/13/2022 05:07:09 - INFO - __main__ - global_steps 281600 loss: 0.18895296 04/13/2022 05:07:14 - INFO - __main__ - global_steps 281650 loss: 0.17593636 04/13/2022 05:07:18 - INFO - __main__ - global_steps 281700 loss: 0.24340059 04/13/2022 05:07:23 - INFO - __main__ - global_steps 281750 loss: 0.14133864 04/13/2022 05:07:28 - INFO - __main__ - global_steps 281800 loss: 0.17283205 04/13/2022 05:07:33 - INFO - __main__ - global_steps 281850 loss: 0.17018699 04/13/2022 05:07:37 - INFO - __main__ - global_steps 281900 loss: 0.10866219 04/13/2022 05:07:42 - INFO - __main__ - global_steps 281950 loss: 0.15091330 04/13/2022 05:07:47 - INFO - __main__ - global_steps 282000 loss: 0.20387517 04/13/2022 05:07:52 - INFO - __main__ - global_steps 282050 loss: 0.18576242 04/13/2022 05:07:56 - INFO - __main__ - global_steps 282100 loss: 0.18974444 04/13/2022 05:08:01 - INFO - __main__ - global_steps 282150 loss: 0.13369738 04/13/2022 05:08:06 - INFO - __main__ - global_steps 282200 loss: 0.13751454 04/13/2022 05:08:11 - INFO - __main__ - global_steps 282250 loss: 0.14029405 04/13/2022 05:08:15 - INFO - __main__ - global_steps 282300 loss: 0.18152390 04/13/2022 05:08:20 - INFO - __main__ - global_steps 282350 loss: 0.22071735 04/13/2022 05:08:25 - INFO - __main__ - global_steps 282400 loss: 0.16115980 04/13/2022 05:08:30 - INFO - __main__ - global_steps 282450 loss: 0.18444643 04/13/2022 05:08:35 - INFO - __main__ - global_steps 282500 loss: 0.18426523 04/13/2022 05:08:35 - INFO - __main__ - ********** Running evaluating ********** 04/13/2022 05:08:39 - INFO - __main__ - ########## val_ar_acc 0.7032128514056225 ########## 04/13/2022 05:08:44 - INFO - __main__ - ########## val_bg_acc 0.7413654618473896 ########## 04/13/2022 05:08:48 - INFO - __main__ - ########## val_de_acc 0.744578313253012 ########## 04/13/2022 05:08:53 - INFO - __main__ - ########## val_el_acc 0.7349397590361446 ########## 04/13/2022 05:08:57 - INFO - __main__ - ########## val_en_acc 0.8457831325301205 ########## 04/13/2022 05:09:02 - INFO - __main__ - ########## val_es_acc 0.7767068273092369 ########## 04/13/2022 05:09:07 - INFO - __main__ - ########## val_fr_acc 0.7626506024096386 ########## 04/13/2022 05:09:12 - INFO - __main__ - ########## val_hi_acc 0.6775100401606425 ########## 04/13/2022 05:09:16 - INFO - __main__ - ########## val_ru_acc 0.7156626506024096 ########## 04/13/2022 05:09:21 - INFO - __main__ - ########## val_sw_acc 0.6626506024096386 ########## 04/13/2022 05:09:25 - INFO - __main__ - ########## val_th_acc 0.6927710843373494 ########## 04/13/2022 05:09:30 - INFO - __main__ - ########## val_tr_acc 0.7048192771084337 ########## 04/13/2022 05:09:35 - INFO - __main__ - ########## val_ur_acc 0.6277108433734939 ########## 04/13/2022 05:09:39 - INFO - __main__ - ########## val_vi_acc 0.7192771084337349 ########## 04/13/2022 05:09:44 - INFO - __main__ - ########## val_zh_acc 0.7261044176706827 ########## 04/13/2022 05:09:52 - INFO - __main__ - ########## test_ar_acc 0.7101796407185629 ########## 04/13/2022 05:10:01 - INFO - __main__ - ########## test_bg_acc 0.7491017964071857 ########## 04/13/2022 05:10:10 - INFO - __main__ - ########## test_de_acc 0.7449101796407186 ########## 04/13/2022 05:10:20 - INFO - __main__ - ########## test_el_acc 0.7305389221556886 ########## 04/13/2022 05:10:29 - INFO - __main__ - ########## test_en_acc 0.844311377245509 ########## 04/13/2022 05:10:38 - INFO - __main__ - ########## test_es_acc 0.7786427145708583 ########## 04/13/2022 05:10:47 - INFO - __main__ - ########## test_fr_acc 0.7728542914171657 ########## 04/13/2022 05:10:57 - INFO - __main__ - ########## test_hi_acc 0.6624750499001996 ########## 04/13/2022 05:11:06 - INFO - __main__ - ########## test_ru_acc 0.7307385229540918 ########## 04/13/2022 05:11:15 - INFO - __main__ - ########## test_sw_acc 0.6686626746506986 ########## 04/13/2022 05:11:23 - INFO - __main__ - ########## test_th_acc 0.6890219560878243 ########## 04/13/2022 05:11:32 - INFO - __main__ - ########## test_tr_acc 0.6972055888223553 ########## 04/13/2022 05:11:41 - INFO - __main__ - ########## test_ur_acc 0.6323353293413174 ########## 04/13/2022 05:11:51 - INFO - __main__ - ########## test_vi_acc 0.7169660678642714 ########## 04/13/2022 05:11:59 - INFO - __main__ - ########## test_zh_acc 0.7197604790419162 ########## 04/13/2022 05:11:59 - INFO - __main__ - val_ar_acc = 0.7032128514056225 04/13/2022 05:11:59 - INFO - __main__ - val_bg_acc = 0.7413654618473896 04/13/2022 05:11:59 - INFO - __main__ - val_de_acc = 0.744578313253012 04/13/2022 05:11:59 - INFO - __main__ - val_el_acc = 0.7349397590361446 04/13/2022 05:11:59 - INFO - __main__ - val_en_acc = 0.8457831325301205 04/13/2022 05:11:59 - INFO - __main__ - val_es_acc = 0.7767068273092369 04/13/2022 05:11:59 - INFO - __main__ - val_fr_acc = 0.7626506024096386 04/13/2022 05:11:59 - INFO - __main__ - val_hi_acc = 0.6775100401606425 04/13/2022 05:11:59 - INFO - __main__ - val_ru_acc = 0.7156626506024096 04/13/2022 05:11:59 - INFO - __main__ - val_sw_acc = 0.6626506024096386 04/13/2022 05:11:59 - INFO - __main__ - val_th_acc = 0.6927710843373494 04/13/2022 05:11:59 - INFO - __main__ - val_tr_acc = 0.7048192771084337 04/13/2022 05:11:59 - INFO - __main__ - val_ur_acc = 0.6277108433734939 04/13/2022 05:11:59 - INFO - __main__ - val_vi_acc = 0.7192771084337349 04/13/2022 05:11:59 - INFO - __main__ - val_zh_acc = 0.7261044176706827 04/13/2022 05:11:59 - INFO - __main__ - val_avg_acc = 0.7223828647925035 04/13/2022 05:11:59 - INFO - __main__ - test_ar_acc = 0.7101796407185629 04/13/2022 05:11:59 - INFO - __main__ - test_bg_acc = 0.7491017964071857 04/13/2022 05:11:59 - INFO - __main__ - test_de_acc = 0.7449101796407186 04/13/2022 05:11:59 - INFO - __main__ - test_el_acc = 0.7305389221556886 04/13/2022 05:11:59 - INFO - __main__ - test_en_acc = 0.844311377245509 04/13/2022 05:11:59 - INFO - __main__ - test_es_acc = 0.7786427145708583 04/13/2022 05:11:59 - INFO - __main__ - test_fr_acc = 0.7728542914171657 04/13/2022 05:11:59 - INFO - __main__ - test_hi_acc = 0.6624750499001996 04/13/2022 05:11:59 - INFO - __main__ - test_ru_acc = 0.7307385229540918 04/13/2022 05:11:59 - INFO - __main__ - test_sw_acc = 0.6686626746506986 04/13/2022 05:11:59 - INFO - __main__ - test_th_acc = 0.6890219560878243 04/13/2022 05:11:59 - INFO - __main__ - test_tr_acc = 0.6972055888223553 04/13/2022 05:11:59 - INFO - __main__ - test_ur_acc = 0.6323353293413174 04/13/2022 05:11:59 - INFO - __main__ - test_vi_acc = 0.7169660678642714 04/13/2022 05:11:59 - INFO - __main__ - test_zh_acc = 0.7197604790419162 04/13/2022 05:11:59 - INFO - __main__ - test_avg_acc = 0.7231803060545575 04/13/2022 05:12:00 - INFO - utils - remove old ckpt: xnli_right_avg_new/ckpt/step-282500-test_avg_acc-0.7231803060545575-val_avg_acc-0.7223828647925035 04/13/2022 05:12:00 - INFO - __main__ - ********** Evaluating Done ********** 04/13/2022 05:12:05 - INFO - __main__ - global_steps 282550 loss: 0.15097984 04/13/2022 05:12:10 - INFO - __main__ - global_steps 282600 loss: 0.17668006 04/13/2022 05:12:15 - INFO - __main__ - global_steps 282650 loss: 0.15109992 04/13/2022 05:12:20 - INFO - __main__ - global_steps 282700 loss: 0.22447344 04/13/2022 05:12:24 - INFO - __main__ - global_steps 282750 loss: 0.17498023 04/13/2022 05:12:29 - INFO - __main__ - global_steps 282800 loss: 0.12583051 04/13/2022 05:12:34 - INFO - __main__ - global_steps 282850 loss: 0.20034895 04/13/2022 05:12:39 - INFO - __main__ - global_steps 282900 loss: 0.20921462 04/13/2022 05:12:43 - INFO - __main__ - global_steps 282950 loss: 0.15810463 04/13/2022 05:12:48 - INFO - __main__ - global_steps 283000 loss: 0.14368862 04/13/2022 05:12:52 - INFO - __main__ - global_steps 283050 loss: 0.21324191 04/13/2022 05:12:56 - INFO - __main__ - global_steps 283100 loss: 0.15016993 04/13/2022 05:13:01 - INFO - __main__ - global_steps 283150 loss: 0.15821289 04/13/2022 05:13:06 - INFO - __main__ - global_steps 283200 loss: 0.16458280 04/13/2022 05:13:11 - INFO - __main__ - global_steps 283250 loss: 0.17276161 04/13/2022 05:13:16 - INFO - __main__ - global_steps 283300 loss: 0.15834316 04/13/2022 05:13:20 - INFO - __main__ - global_steps 283350 loss: 0.16412062 04/13/2022 05:13:25 - INFO - __main__ - global_steps 283400 loss: 0.19705060 04/13/2022 05:13:30 - INFO - __main__ - global_steps 283450 loss: 0.17771832 04/13/2022 05:13:35 - INFO - __main__ - global_steps 283500 loss: 0.10470225 04/13/2022 05:13:39 - INFO - __main__ - global_steps 283550 loss: 0.16984456 04/13/2022 05:13:44 - INFO - __main__ - global_steps 283600 loss: 0.16562947 04/13/2022 05:13:49 - INFO - __main__ - global_steps 283650 loss: 0.12375247 04/13/2022 05:13:54 - INFO - __main__ - global_steps 283700 loss: 0.12861484 04/13/2022 05:13:58 - INFO - __main__ - global_steps 283750 loss: 0.14081954 04/13/2022 05:14:03 - INFO - __main__ - global_steps 283800 loss: 0.14514407 04/13/2022 05:14:08 - INFO - __main__ - global_steps 283850 loss: 0.19327215 04/13/2022 05:14:13 - INFO - __main__ - global_steps 283900 loss: 0.14457029 04/13/2022 05:14:17 - INFO - __main__ - global_steps 283950 loss: 0.18725088 04/13/2022 05:14:22 - INFO - __main__ - global_steps 284000 loss: 0.19435158 04/13/2022 05:14:26 - INFO - __main__ - global_steps 284050 loss: 0.24052145 04/13/2022 05:14:31 - INFO - __main__ - global_steps 284100 loss: 0.14334984 04/13/2022 05:14:36 - INFO - __main__ - global_steps 284150 loss: 0.15862277 04/13/2022 05:14:40 - INFO - __main__ - global_steps 284200 loss: 0.16721659 04/13/2022 05:14:45 - INFO - __main__ - global_steps 284250 loss: 0.22457597 04/13/2022 05:14:50 - INFO - __main__ - global_steps 284300 loss: 0.14929234 04/13/2022 05:14:55 - INFO - __main__ - global_steps 284350 loss: 0.16194336 04/13/2022 05:14:59 - INFO - __main__ - global_steps 284400 loss: 0.15286285 04/13/2022 05:15:04 - INFO - __main__ - global_steps 284450 loss: 0.13911258 04/13/2022 05:15:09 - INFO - __main__ - global_steps 284500 loss: 0.15968760 04/13/2022 05:15:14 - INFO - __main__ - global_steps 284550 loss: 0.24341814 04/13/2022 05:15:19 - INFO - __main__ - global_steps 284600 loss: 0.16723345 04/13/2022 05:15:23 - INFO - __main__ - global_steps 284650 loss: 0.17098723 04/13/2022 05:15:28 - INFO - __main__ - global_steps 284700 loss: 0.15092444 04/13/2022 05:15:33 - INFO - __main__ - global_steps 284750 loss: 0.19137137 04/13/2022 05:15:37 - INFO - __main__ - global_steps 284800 loss: 0.15288700 04/13/2022 05:15:42 - INFO - __main__ - global_steps 284850 loss: 0.16893147 04/13/2022 05:15:47 - INFO - __main__ - global_steps 284900 loss: 0.17475493 04/13/2022 05:15:52 - INFO - __main__ - global_steps 284950 loss: 0.17498245 04/13/2022 05:15:57 - INFO - __main__ - global_steps 285000 loss: 0.12930861 04/13/2022 05:15:57 - INFO - __main__ - ********** Running evaluating ********** 04/13/2022 05:16:01 - INFO - __main__ - ########## val_ar_acc 0.7092369477911646 ########## 04/13/2022 05:16:05 - INFO - __main__ - ########## val_bg_acc 0.7421686746987952 ########## 04/13/2022 05:16:10 - INFO - __main__ - ########## val_de_acc 0.7534136546184739 ########## 04/13/2022 05:16:15 - INFO - __main__ - ########## val_el_acc 0.748995983935743 ########## 04/13/2022 05:16:19 - INFO - __main__ - ########## val_en_acc 0.8449799196787149 ########## 04/13/2022 05:16:23 - INFO - __main__ - ########## val_es_acc 0.7875502008032128 ########## 04/13/2022 05:16:27 - INFO - __main__ - ########## val_fr_acc 0.7763052208835342 ########## 04/13/2022 05:16:32 - INFO - __main__ - ########## val_hi_acc 0.6767068273092369 ########## 04/13/2022 05:16:37 - INFO - __main__ - ########## val_ru_acc 0.7172690763052209 ########## 04/13/2022 05:16:42 - INFO - __main__ - ########## val_sw_acc 0.6602409638554216 ########## 04/13/2022 05:16:46 - INFO - __main__ - ########## val_th_acc 0.7108433734939759 ########## 04/13/2022 05:16:50 - INFO - __main__ - ########## val_tr_acc 0.7156626506024096 ########## 04/13/2022 05:16:55 - INFO - __main__ - ########## val_ur_acc 0.623293172690763 ########## 04/13/2022 05:17:00 - INFO - __main__ - ########## val_vi_acc 0.7313253012048193 ########## 04/13/2022 05:17:04 - INFO - __main__ - ########## val_zh_acc 0.7433734939759036 ########## 04/13/2022 05:17:13 - INFO - __main__ - ########## test_ar_acc 0.7095808383233533 ########## 04/13/2022 05:17:22 - INFO - __main__ - ########## test_bg_acc 0.7536926147704591 ########## 04/13/2022 05:17:32 - INFO - __main__ - ########## test_de_acc 0.7512974051896207 ########## 04/13/2022 05:17:41 - INFO - __main__ - ########## test_el_acc 0.7439121756487026 ########## 04/13/2022 05:17:50 - INFO - __main__ - ########## test_en_acc 0.8449101796407186 ########## 04/13/2022 05:17:59 - INFO - __main__ - ########## test_es_acc 0.7912175648702595 ########## 04/13/2022 05:18:08 - INFO - __main__ - ########## test_fr_acc 0.7796407185628742 ########## 04/13/2022 05:18:18 - INFO - __main__ - ########## test_hi_acc 0.662874251497006 ########## 04/13/2022 05:18:28 - INFO - __main__ - ########## test_ru_acc 0.7395209580838323 ########## 04/13/2022 05:18:36 - INFO - __main__ - ########## test_sw_acc 0.6756487025948104 ########## 04/13/2022 05:18:46 - INFO - __main__ - ########## test_th_acc 0.7035928143712575 ########## 04/13/2022 05:18:55 - INFO - __main__ - ########## test_tr_acc 0.7011976047904191 ########## 04/13/2022 05:19:04 - INFO - __main__ - ########## test_ur_acc 0.6403193612774452 ########## 04/13/2022 05:19:14 - INFO - __main__ - ########## test_vi_acc 0.7359281437125749 ########## 04/13/2022 05:19:23 - INFO - __main__ - ########## test_zh_acc 0.7249500998003992 ########## 04/13/2022 05:19:23 - INFO - __main__ - val_ar_acc = 0.7092369477911646 04/13/2022 05:19:23 - INFO - __main__ - val_bg_acc = 0.7421686746987952 04/13/2022 05:19:23 - INFO - __main__ - val_de_acc = 0.7534136546184739 04/13/2022 05:19:23 - INFO - __main__ - val_el_acc = 0.748995983935743 04/13/2022 05:19:23 - INFO - __main__ - val_en_acc = 0.8449799196787149 04/13/2022 05:19:23 - INFO - __main__ - val_es_acc = 0.7875502008032128 04/13/2022 05:19:23 - INFO - __main__ - val_fr_acc = 0.7763052208835342 04/13/2022 05:19:23 - INFO - __main__ - val_hi_acc = 0.6767068273092369 04/13/2022 05:19:23 - INFO - __main__ - val_ru_acc = 0.7172690763052209 04/13/2022 05:19:23 - INFO - __main__ - val_sw_acc = 0.6602409638554216 04/13/2022 05:19:23 - INFO - __main__ - val_th_acc = 0.7108433734939759 04/13/2022 05:19:23 - INFO - __main__ - val_tr_acc = 0.7156626506024096 04/13/2022 05:19:23 - INFO - __main__ - val_ur_acc = 0.623293172690763 04/13/2022 05:19:23 - INFO - __main__ - val_vi_acc = 0.7313253012048193 04/13/2022 05:19:23 - INFO - __main__ - val_zh_acc = 0.7433734939759036 04/13/2022 05:19:23 - INFO - __main__ - val_avg_acc = 0.7294243641231594 04/13/2022 05:19:23 - INFO - __main__ - test_ar_acc = 0.7095808383233533 04/13/2022 05:19:23 - INFO - __main__ - test_bg_acc = 0.7536926147704591 04/13/2022 05:19:23 - INFO - __main__ - test_de_acc = 0.7512974051896207 04/13/2022 05:19:23 - INFO - __main__ - test_el_acc = 0.7439121756487026 04/13/2022 05:19:23 - INFO - __main__ - test_en_acc = 0.8449101796407186 04/13/2022 05:19:23 - INFO - __main__ - test_es_acc = 0.7912175648702595 04/13/2022 05:19:23 - INFO - __main__ - test_fr_acc = 0.7796407185628742 04/13/2022 05:19:23 - INFO - __main__ - test_hi_acc = 0.662874251497006 04/13/2022 05:19:23 - INFO - __main__ - test_ru_acc = 0.7395209580838323 04/13/2022 05:19:23 - INFO - __main__ - test_sw_acc = 0.6756487025948104 04/13/2022 05:19:23 - INFO - __main__ - test_th_acc = 0.7035928143712575 04/13/2022 05:19:23 - INFO - __main__ - test_tr_acc = 0.7011976047904191 04/13/2022 05:19:23 - INFO - __main__ - test_ur_acc = 0.6403193612774452 04/13/2022 05:19:23 - INFO - __main__ - test_vi_acc = 0.7359281437125749 04/13/2022 05:19:23 - INFO - __main__ - test_zh_acc = 0.7249500998003992 04/13/2022 05:19:23 - INFO - __main__ - test_avg_acc = 0.7305522288755822 04/13/2022 05:19:24 - INFO - utils - remove old ckpt: xnli_right_avg_new/ckpt/step-285000-test_avg_acc-0.7305522288755822-val_avg_acc-0.7294243641231594 04/13/2022 05:19:24 - INFO - __main__ - ********** Evaluating Done ********** 04/13/2022 05:19:29 - INFO - __main__ - global_steps 285050 loss: 0.12869047 04/13/2022 05:19:33 - INFO - __main__ - global_steps 285100 loss: 0.20785224 04/13/2022 05:19:38 - INFO - __main__ - global_steps 285150 loss: 0.18079831 04/13/2022 05:19:42 - INFO - __main__ - global_steps 285200 loss: 0.17232492 04/13/2022 05:19:47 - INFO - __main__ - global_steps 285250 loss: 0.15063449 04/13/2022 05:19:51 - INFO - __main__ - global_steps 285300 loss: 0.13530437 04/13/2022 05:19:56 - INFO - __main__ - global_steps 285350 loss: 0.14604070 04/13/2022 05:20:01 - INFO - __main__ - global_steps 285400 loss: 0.23930020 04/13/2022 05:20:06 - INFO - __main__ - global_steps 285450 loss: 0.15420474 04/13/2022 05:20:10 - INFO - __main__ - global_steps 285500 loss: 0.17825699 04/13/2022 05:20:15 - INFO - __main__ - global_steps 285550 loss: 0.16477792 04/13/2022 05:20:20 - INFO - __main__ - global_steps 285600 loss: 0.16570488 04/13/2022 05:20:24 - INFO - __main__ - global_steps 285650 loss: 0.18478035 04/13/2022 05:20:29 - INFO - __main__ - global_steps 285700 loss: 0.15999255 04/13/2022 05:20:34 - INFO - __main__ - global_steps 285750 loss: 0.18529070 04/13/2022 05:20:39 - INFO - __main__ - global_steps 285800 loss: 0.16145854 04/13/2022 05:20:44 - INFO - __main__ - global_steps 285850 loss: 0.22794329 04/13/2022 05:20:48 - INFO - __main__ - global_steps 285900 loss: 0.21138365 04/13/2022 05:20:53 - INFO - __main__ - global_steps 285950 loss: 0.17736127 04/13/2022 05:20:58 - INFO - __main__ - global_steps 286000 loss: 0.19349675 04/13/2022 05:21:03 - INFO - __main__ - global_steps 286050 loss: 0.23144647 04/13/2022 05:21:08 - INFO - __main__ - global_steps 286100 loss: 0.15380824 04/13/2022 05:21:12 - INFO - __main__ - global_steps 286150 loss: 0.17791854 04/13/2022 05:21:17 - INFO - __main__ - global_steps 286200 loss: 0.19995132 04/13/2022 05:21:22 - INFO - __main__ - global_steps 286250 loss: 0.17729227 04/13/2022 05:21:27 - INFO - __main__ - global_steps 286300 loss: 0.15467506 04/13/2022 05:21:31 - INFO - __main__ - global_steps 286350 loss: 0.14764180 04/13/2022 05:21:36 - INFO - __main__ - global_steps 286400 loss: 0.15552639 04/13/2022 05:21:41 - INFO - __main__ - global_steps 286450 loss: 0.15610035 04/13/2022 05:21:45 - INFO - __main__ - global_steps 286500 loss: 0.20981047 04/13/2022 05:21:50 - INFO - __main__ - global_steps 286550 loss: 0.14734998 04/13/2022 05:21:55 - INFO - __main__ - global_steps 286600 loss: 0.14871758 04/13/2022 05:22:00 - INFO - __main__ - global_steps 286650 loss: 0.20410590 04/13/2022 05:22:04 - INFO - __main__ - global_steps 286700 loss: 0.19157566 04/13/2022 05:22:09 - INFO - __main__ - global_steps 286750 loss: 0.19094140 04/13/2022 05:22:14 - INFO - __main__ - global_steps 286800 loss: 0.13676969 04/13/2022 05:22:19 - INFO - __main__ - global_steps 286850 loss: 0.13090728 04/13/2022 05:22:24 - INFO - __main__ - global_steps 286900 loss: 0.12800761 04/13/2022 05:22:28 - INFO - __main__ - global_steps 286950 loss: 0.19414919 04/13/2022 05:22:33 - INFO - __main__ - global_steps 287000 loss: 0.18013840 04/13/2022 05:22:38 - INFO - __main__ - global_steps 287050 loss: 0.15498107 04/13/2022 05:22:42 - INFO - __main__ - global_steps 287100 loss: 0.13969142 04/13/2022 05:22:47 - INFO - __main__ - global_steps 287150 loss: 0.16414413 04/13/2022 05:22:52 - INFO - __main__ - global_steps 287200 loss: 0.18725763 04/13/2022 05:22:57 - INFO - __main__ - global_steps 287250 loss: 0.20604148 04/13/2022 05:23:01 - INFO - __main__ - global_steps 287300 loss: 0.18838447 04/13/2022 05:23:06 - INFO - __main__ - global_steps 287350 loss: 0.18443504 04/13/2022 05:23:11 - INFO - __main__ - global_steps 287400 loss: 0.15734821 04/13/2022 05:23:16 - INFO - __main__ - global_steps 287450 loss: 0.21533796 04/13/2022 05:23:20 - INFO - __main__ - global_steps 287500 loss: 0.17986055 04/13/2022 05:23:20 - INFO - __main__ - ********** Running evaluating ********** 04/13/2022 05:23:25 - INFO - __main__ - ########## val_ar_acc 0.689156626506024 ########## 04/13/2022 05:23:29 - INFO - __main__ - ########## val_bg_acc 0.7365461847389558 ########## 04/13/2022 05:23:34 - INFO - __main__ - ########## val_de_acc 0.7365461847389558 ########## 04/13/2022 05:23:39 - INFO - __main__ - ########## val_el_acc 0.7269076305220884 ########## 04/13/2022 05:23:43 - INFO - __main__ - ########## val_en_acc 0.8385542168674699 ########## 04/13/2022 05:23:47 - INFO - __main__ - ########## val_es_acc 0.7742971887550201 ########## 04/13/2022 05:23:52 - INFO - __main__ - ########## val_fr_acc 0.7562248995983936 ########## 04/13/2022 05:23:57 - INFO - __main__ - ########## val_hi_acc 0.6566265060240963 ########## 04/13/2022 05:24:02 - INFO - __main__ - ########## val_ru_acc 0.7068273092369478 ########## 04/13/2022 05:24:06 - INFO - __main__ - ########## val_sw_acc 0.6493975903614457 ########## 04/13/2022 05:24:10 - INFO - __main__ - ########## val_th_acc 0.6759036144578313 ########## 04/13/2022 05:24:15 - INFO - __main__ - ########## val_tr_acc 0.7012048192771084 ########## 04/13/2022 05:24:20 - INFO - __main__ - ########## val_ur_acc 0.61285140562249 ########## 04/13/2022 05:24:24 - INFO - __main__ - ########## val_vi_acc 0.7144578313253012 ########## 04/13/2022 05:24:29 - INFO - __main__ - ########## val_zh_acc 0.7180722891566265 ########## 04/13/2022 05:24:38 - INFO - __main__ - ########## test_ar_acc 0.691816367265469 ########## 04/13/2022 05:24:47 - INFO - __main__ - ########## test_bg_acc 0.7387225548902195 ########## 04/13/2022 05:24:57 - INFO - __main__ - ########## test_de_acc 0.7357285429141717 ########## 04/13/2022 05:25:06 - INFO - __main__ - ########## test_el_acc 0.7237524950099801 ########## 04/13/2022 05:25:15 - INFO - __main__ - ########## test_en_acc 0.8409181636726547 ########## 04/13/2022 05:25:24 - INFO - __main__ - ########## test_es_acc 0.770059880239521 ########## 04/13/2022 05:25:34 - INFO - __main__ - ########## test_fr_acc 0.7628742514970059 ########## 04/13/2022 05:25:43 - INFO - __main__ - ########## test_hi_acc 0.6445109780439122 ########## 04/13/2022 05:25:53 - INFO - __main__ - ########## test_ru_acc 0.7229540918163673 ########## 04/13/2022 05:26:02 - INFO - __main__ - ########## test_sw_acc 0.6630738522954092 ########## 04/13/2022 05:26:11 - INFO - __main__ - ########## test_th_acc 0.6754491017964072 ########## 04/13/2022 05:26:20 - INFO - __main__ - ########## test_tr_acc 0.6914171656686626 ########## 04/13/2022 05:26:29 - INFO - __main__ - ########## test_ur_acc 0.6229540918163673 ########## 04/13/2022 05:26:39 - INFO - __main__ - ########## test_vi_acc 0.7093812375249501 ########## 04/13/2022 05:26:48 - INFO - __main__ - ########## test_zh_acc 0.7073852295409182 ########## 04/13/2022 05:26:48 - INFO - __main__ - val_ar_acc = 0.689156626506024 04/13/2022 05:26:48 - INFO - __main__ - val_bg_acc = 0.7365461847389558 04/13/2022 05:26:48 - INFO - __main__ - val_de_acc = 0.7365461847389558 04/13/2022 05:26:48 - INFO - __main__ - val_el_acc = 0.7269076305220884 04/13/2022 05:26:48 - INFO - __main__ - val_en_acc = 0.8385542168674699 04/13/2022 05:26:48 - INFO - __main__ - val_es_acc = 0.7742971887550201 04/13/2022 05:26:48 - INFO - __main__ - val_fr_acc = 0.7562248995983936 04/13/2022 05:26:48 - INFO - __main__ - val_hi_acc = 0.6566265060240963 04/13/2022 05:26:48 - INFO - __main__ - val_ru_acc = 0.7068273092369478 04/13/2022 05:26:48 - INFO - __main__ - val_sw_acc = 0.6493975903614457 04/13/2022 05:26:48 - INFO - __main__ - val_th_acc = 0.6759036144578313 04/13/2022 05:26:48 - INFO - __main__ - val_tr_acc = 0.7012048192771084 04/13/2022 05:26:48 - INFO - __main__ - val_ur_acc = 0.61285140562249 04/13/2022 05:26:48 - INFO - __main__ - val_vi_acc = 0.7144578313253012 04/13/2022 05:26:48 - INFO - __main__ - val_zh_acc = 0.7180722891566265 04/13/2022 05:26:48 - INFO - __main__ - val_avg_acc = 0.7129049531459171 04/13/2022 05:26:48 - INFO - __main__ - test_ar_acc = 0.691816367265469 04/13/2022 05:26:48 - INFO - __main__ - test_bg_acc = 0.7387225548902195 04/13/2022 05:26:48 - INFO - __main__ - test_de_acc = 0.7357285429141717 04/13/2022 05:26:48 - INFO - __main__ - test_el_acc = 0.7237524950099801 04/13/2022 05:26:48 - INFO - __main__ - test_en_acc = 0.8409181636726547 04/13/2022 05:26:48 - INFO - __main__ - test_es_acc = 0.770059880239521 04/13/2022 05:26:48 - INFO - __main__ - test_fr_acc = 0.7628742514970059 04/13/2022 05:26:48 - INFO - __main__ - test_hi_acc = 0.6445109780439122 04/13/2022 05:26:48 - INFO - __main__ - test_ru_acc = 0.7229540918163673 04/13/2022 05:26:48 - INFO - __main__ - test_sw_acc = 0.6630738522954092 04/13/2022 05:26:48 - INFO - __main__ - test_th_acc = 0.6754491017964072 04/13/2022 05:26:48 - INFO - __main__ - test_tr_acc = 0.6914171656686626 04/13/2022 05:26:48 - INFO - __main__ - test_ur_acc = 0.6229540918163673 04/13/2022 05:26:48 - INFO - __main__ - test_vi_acc = 0.7093812375249501 04/13/2022 05:26:48 - INFO - __main__ - test_zh_acc = 0.7073852295409182 04/13/2022 05:26:48 - INFO - __main__ - test_avg_acc = 0.7133998669328011 04/13/2022 05:26:49 - INFO - utils - remove old ckpt: xnli_right_avg_new/ckpt/step-287500-test_avg_acc-0.7133998669328011-val_avg_acc-0.7129049531459171 04/13/2022 05:26:49 - INFO - __main__ - ********** Evaluating Done ********** 04/13/2022 05:26:54 - INFO - __main__ - global_steps 287550 loss: 0.14552518 04/13/2022 05:26:58 - INFO - __main__ - global_steps 287600 loss: 0.13064323 04/13/2022 05:27:03 - INFO - __main__ - global_steps 287650 loss: 0.15468993 04/13/2022 05:27:08 - INFO - __main__ - global_steps 287700 loss: 0.23932857 04/13/2022 05:27:13 - INFO - __main__ - global_steps 287750 loss: 0.16739703 04/13/2022 05:27:17 - INFO - __main__ - global_steps 287800 loss: 0.19005991 04/13/2022 05:27:22 - INFO - __main__ - global_steps 287850 loss: 0.20374411 04/13/2022 05:27:27 - INFO - __main__ - global_steps 287900 loss: 0.19180411 04/13/2022 05:27:32 - INFO - __main__ - global_steps 287950 loss: 0.15266157 04/13/2022 05:27:36 - INFO - __main__ - global_steps 288000 loss: 0.18520807 04/13/2022 05:27:41 - INFO - __main__ - global_steps 288050 loss: 0.16121942 04/13/2022 05:27:46 - INFO - __main__ - global_steps 288100 loss: 0.16616734 04/13/2022 05:27:51 - INFO - __main__ - global_steps 288150 loss: 0.15634374 04/13/2022 05:27:56 - INFO - __main__ - global_steps 288200 loss: 0.18859698 04/13/2022 05:28:00 - INFO - __main__ - global_steps 288250 loss: 0.20410842 04/13/2022 05:28:05 - INFO - __main__ - global_steps 288300 loss: 0.12631015 04/13/2022 05:28:10 - INFO - __main__ - global_steps 288350 loss: 0.13768974 04/13/2022 05:28:14 - INFO - __main__ - global_steps 288400 loss: 0.20075209 04/13/2022 05:28:19 - INFO - __main__ - global_steps 288450 loss: 0.13888474 04/13/2022 05:28:24 - INFO - __main__ - global_steps 288500 loss: 0.12268496 04/13/2022 05:28:29 - INFO - __main__ - global_steps 288550 loss: 0.19458805 04/13/2022 05:28:33 - INFO - __main__ - global_steps 288600 loss: 0.16348842 04/13/2022 05:28:38 - INFO - __main__ - global_steps 288650 loss: 0.23090286 04/13/2022 05:28:43 - INFO - __main__ - global_steps 288700 loss: 0.17103966 04/13/2022 05:28:47 - INFO - __main__ - global_steps 288750 loss: 0.14225091 04/13/2022 05:28:52 - INFO - __main__ - global_steps 288800 loss: 0.13469465 04/13/2022 05:28:57 - INFO - __main__ - global_steps 288850 loss: 0.13656373 04/13/2022 05:29:02 - INFO - __main__ - global_steps 288900 loss: 0.19423183 04/13/2022 05:29:06 - INFO - __main__ - global_steps 288950 loss: 0.17476946 04/13/2022 05:29:11 - INFO - __main__ - global_steps 289000 loss: 0.15639129 04/13/2022 05:29:16 - INFO - __main__ - global_steps 289050 loss: 0.13952149 04/13/2022 05:29:20 - INFO - __main__ - global_steps 289100 loss: 0.19163162 04/13/2022 05:29:25 - INFO - __main__ - global_steps 289150 loss: 0.11417014 04/13/2022 05:29:30 - INFO - __main__ - global_steps 289200 loss: 0.16386510 04/13/2022 05:29:35 - INFO - __main__ - global_steps 289250 loss: 0.15674293 04/13/2022 05:29:39 - INFO - __main__ - global_steps 289300 loss: 0.15103111 04/13/2022 05:29:44 - INFO - __main__ - global_steps 289350 loss: 0.14346928 04/13/2022 05:29:49 - INFO - __main__ - global_steps 289400 loss: 0.14939939 04/13/2022 05:29:53 - INFO - __main__ - global_steps 289450 loss: 0.11820817 04/13/2022 05:29:58 - INFO - __main__ - global_steps 289500 loss: 0.15713356 04/13/2022 05:30:03 - INFO - __main__ - global_steps 289550 loss: 0.13549809 04/13/2022 05:30:08 - INFO - __main__ - global_steps 289600 loss: 0.15414150 04/13/2022 05:30:12 - INFO - __main__ - global_steps 289650 loss: 0.18847405 04/13/2022 05:30:17 - INFO - __main__ - global_steps 289700 loss: 0.18325242 04/13/2022 05:30:22 - INFO - __main__ - global_steps 289750 loss: 0.15593621 04/13/2022 05:30:26 - INFO - __main__ - global_steps 289800 loss: 0.20674968 04/13/2022 05:30:31 - INFO - __main__ - global_steps 289850 loss: 0.15281547 04/13/2022 05:30:36 - INFO - __main__ - global_steps 289900 loss: 0.19150849 04/13/2022 05:30:41 - INFO - __main__ - global_steps 289950 loss: 0.14975103 04/13/2022 05:30:45 - INFO - __main__ - global_steps 290000 loss: 0.20520534 04/13/2022 05:30:45 - INFO - __main__ - ********** Running evaluating ********** 04/13/2022 05:30:50 - INFO - __main__ - ########## val_ar_acc 0.7140562248995984 ########## 04/13/2022 05:30:54 - INFO - __main__ - ########## val_bg_acc 0.755421686746988 ########## 04/13/2022 05:30:59 - INFO - __main__ - ########## val_de_acc 0.765863453815261 ########## 04/13/2022 05:31:04 - INFO - __main__ - ########## val_el_acc 0.7622489959839357 ########## 04/13/2022 05:31:08 - INFO - __main__ - ########## val_en_acc 0.8485943775100402 ########## 04/13/2022 05:31:13 - INFO - __main__ - ########## val_es_acc 0.7911646586345381 ########## 04/13/2022 05:31:17 - INFO - __main__ - ########## val_fr_acc 0.7819277108433735 ########## 04/13/2022 05:31:22 - INFO - __main__ - ########## val_hi_acc 0.685140562248996 ########## 04/13/2022 05:31:27 - INFO - __main__ - ########## val_ru_acc 0.7269076305220884 ########## 04/13/2022 05:31:31 - INFO - __main__ - ########## val_sw_acc 0.6654618473895583 ########## 04/13/2022 05:31:36 - INFO - __main__ - ########## val_th_acc 0.7096385542168675 ########## 04/13/2022 05:31:40 - INFO - __main__ - ########## val_tr_acc 0.7112449799196787 ########## 04/13/2022 05:31:45 - INFO - __main__ - ########## val_ur_acc 0.6401606425702812 ########## 04/13/2022 05:31:49 - INFO - __main__ - ########## val_vi_acc 0.7373493975903614 ########## 04/13/2022 05:31:54 - INFO - __main__ - ########## val_zh_acc 0.7409638554216867 ########## 04/13/2022 05:32:03 - INFO - __main__ - ########## test_ar_acc 0.7127744510978044 ########## 04/13/2022 05:32:12 - INFO - __main__ - ########## test_bg_acc 0.7616766467065869 ########## 04/13/2022 05:32:22 - INFO - __main__ - ########## test_de_acc 0.7648702594810379 ########## 04/13/2022 05:32:31 - INFO - __main__ - ########## test_el_acc 0.7518962075848303 ########## 04/13/2022 05:32:40 - INFO - __main__ - ########## test_en_acc 0.8441117764471058 ########## 04/13/2022 05:32:49 - INFO - __main__ - ########## test_es_acc 0.786626746506986 ########## 04/13/2022 05:32:59 - INFO - __main__ - ########## test_fr_acc 0.7816367265469062 ########## 04/13/2022 05:33:09 - INFO - __main__ - ########## test_hi_acc 0.6684630738522954 ########## 04/13/2022 05:33:18 - INFO - __main__ - ########## test_ru_acc 0.7437125748502994 ########## 04/13/2022 05:33:27 - INFO - __main__ - ########## test_sw_acc 0.6872255489021956 ########## 04/13/2022 05:33:36 - INFO - __main__ - ########## test_th_acc 0.7083832335329341 ########## 04/13/2022 05:33:45 - INFO - __main__ - ########## test_tr_acc 0.7085828343313373 ########## 04/13/2022 05:33:55 - INFO - __main__ - ########## test_ur_acc 0.641317365269461 ########## 04/13/2022 05:34:04 - INFO - __main__ - ########## test_vi_acc 0.7305389221556886 ########## 04/13/2022 05:34:13 - INFO - __main__ - ########## test_zh_acc 0.7301397205588822 ########## 04/13/2022 05:34:13 - INFO - __main__ - val_ar_acc = 0.7140562248995984 04/13/2022 05:34:13 - INFO - __main__ - val_bg_acc = 0.755421686746988 04/13/2022 05:34:13 - INFO - __main__ - val_de_acc = 0.765863453815261 04/13/2022 05:34:13 - INFO - __main__ - val_el_acc = 0.7622489959839357 04/13/2022 05:34:13 - INFO - __main__ - val_en_acc = 0.8485943775100402 04/13/2022 05:34:13 - INFO - __main__ - val_es_acc = 0.7911646586345381 04/13/2022 05:34:13 - INFO - __main__ - val_fr_acc = 0.7819277108433735 04/13/2022 05:34:13 - INFO - __main__ - val_hi_acc = 0.685140562248996 04/13/2022 05:34:13 - INFO - __main__ - val_ru_acc = 0.7269076305220884 04/13/2022 05:34:13 - INFO - __main__ - val_sw_acc = 0.6654618473895583 04/13/2022 05:34:13 - INFO - __main__ - val_th_acc = 0.7096385542168675 04/13/2022 05:34:13 - INFO - __main__ - val_tr_acc = 0.7112449799196787 04/13/2022 05:34:13 - INFO - __main__ - val_ur_acc = 0.6401606425702812 04/13/2022 05:34:13 - INFO - __main__ - val_vi_acc = 0.7373493975903614 04/13/2022 05:34:13 - INFO - __main__ - val_zh_acc = 0.7409638554216867 04/13/2022 05:34:13 - INFO - __main__ - val_avg_acc = 0.7357429718875502 04/13/2022 05:34:13 - INFO - __main__ - test_ar_acc = 0.7127744510978044 04/13/2022 05:34:13 - INFO - __main__ - test_bg_acc = 0.7616766467065869 04/13/2022 05:34:13 - INFO - __main__ - test_de_acc = 0.7648702594810379 04/13/2022 05:34:13 - INFO - __main__ - test_el_acc = 0.7518962075848303 04/13/2022 05:34:13 - INFO - __main__ - test_en_acc = 0.8441117764471058 04/13/2022 05:34:13 - INFO - __main__ - test_es_acc = 0.786626746506986 04/13/2022 05:34:13 - INFO - __main__ - test_fr_acc = 0.7816367265469062 04/13/2022 05:34:13 - INFO - __main__ - test_hi_acc = 0.6684630738522954 04/13/2022 05:34:13 - INFO - __main__ - test_ru_acc = 0.7437125748502994 04/13/2022 05:34:13 - INFO - __main__ - test_sw_acc = 0.6872255489021956 04/13/2022 05:34:13 - INFO - __main__ - test_th_acc = 0.7083832335329341 04/13/2022 05:34:13 - INFO - __main__ - test_tr_acc = 0.7085828343313373 04/13/2022 05:34:13 - INFO - __main__ - test_ur_acc = 0.641317365269461 04/13/2022 05:34:13 - INFO - __main__ - test_vi_acc = 0.7305389221556886 04/13/2022 05:34:13 - INFO - __main__ - test_zh_acc = 0.7301397205588822 04/13/2022 05:34:13 - INFO - __main__ - test_avg_acc = 0.7347970725216233 04/13/2022 05:34:14 - INFO - utils - remove old ckpt: xnli_right_avg_new/ckpt/step-290000-test_avg_acc-0.7347970725216233-val_avg_acc-0.7357429718875502 04/13/2022 05:34:14 - INFO - __main__ - ********** Evaluating Done ********** 04/13/2022 05:34:19 - INFO - __main__ - global_steps 290050 loss: 0.18486633 04/13/2022 05:34:24 - INFO - __main__ - global_steps 290100 loss: 0.13649104 04/13/2022 05:34:28 - INFO - __main__ - global_steps 290150 loss: 0.19385695 04/13/2022 05:34:33 - INFO - __main__ - global_steps 290200 loss: 0.14652183 04/13/2022 05:34:38 - INFO - __main__ - global_steps 290250 loss: 0.15273913 04/13/2022 05:34:42 - INFO - __main__ - global_steps 290300 loss: 0.14753380 04/13/2022 05:34:47 - INFO - __main__ - global_steps 290350 loss: 0.14417086 04/13/2022 05:34:52 - INFO - __main__ - global_steps 290400 loss: 0.14856116 04/13/2022 05:34:57 - INFO - __main__ - global_steps 290450 loss: 0.16124855 04/13/2022 05:35:01 - INFO - __main__ - global_steps 290500 loss: 0.18419092 04/13/2022 05:35:06 - INFO - __main__ - global_steps 290550 loss: 0.16145013 04/13/2022 05:35:11 - INFO - __main__ - global_steps 290600 loss: 0.13260050 04/13/2022 05:35:16 - INFO - __main__ - global_steps 290650 loss: 0.17351471 04/13/2022 05:35:20 - INFO - __main__ - global_steps 290700 loss: 0.13746569 04/13/2022 05:35:25 - INFO - __main__ - global_steps 290750 loss: 0.18696263 04/13/2022 05:35:29 - INFO - __main__ - global_steps 290800 loss: 0.15673837 04/13/2022 05:35:34 - INFO - __main__ - global_steps 290850 loss: 0.13121730 04/13/2022 05:35:39 - INFO - __main__ - global_steps 290900 loss: 0.17098911 04/13/2022 05:35:44 - INFO - __main__ - global_steps 290950 loss: 0.26884180 04/13/2022 05:35:48 - INFO - __main__ - global_steps 291000 loss: 0.17030910 04/13/2022 05:35:52 - INFO - __main__ - global_steps 291050 loss: 0.15157185 04/13/2022 05:35:57 - INFO - __main__ - global_steps 291100 loss: 0.13165547 04/13/2022 05:36:01 - INFO - __main__ - global_steps 291150 loss: 0.13472937 04/13/2022 05:36:06 - INFO - __main__ - global_steps 291200 loss: 0.20950435 04/13/2022 05:36:10 - INFO - __main__ - global_steps 291250 loss: 0.14410220 04/13/2022 05:36:14 - INFO - __main__ - global_steps 291300 loss: 0.21314335 04/13/2022 05:36:19 - INFO - __main__ - global_steps 291350 loss: 0.14227479 04/13/2022 05:36:23 - INFO - __main__ - global_steps 291400 loss: 0.20305579 04/13/2022 05:36:28 - INFO - __main__ - global_steps 291450 loss: 0.14968981 04/13/2022 05:36:33 - INFO - __main__ - global_steps 291500 loss: 0.18590638 04/13/2022 05:36:38 - INFO - __main__ - global_steps 291550 loss: 0.15305656 04/13/2022 05:36:42 - INFO - __main__ - global_steps 291600 loss: 0.13177497 04/13/2022 05:36:47 - INFO - __main__ - global_steps 291650 loss: 0.13925630 04/13/2022 05:36:52 - INFO - __main__ - global_steps 291700 loss: 0.15389716 04/13/2022 05:36:57 - INFO - __main__ - global_steps 291750 loss: 0.16463716 04/13/2022 05:37:01 - INFO - __main__ - global_steps 291800 loss: 0.19206767 04/13/2022 05:37:06 - INFO - __main__ - global_steps 291850 loss: 0.17756414 04/13/2022 05:37:11 - INFO - __main__ - global_steps 291900 loss: 0.23916392 04/13/2022 05:37:16 - INFO - __main__ - global_steps 291950 loss: 0.14956918 04/13/2022 05:37:20 - INFO - __main__ - global_steps 292000 loss: 0.17883901 04/13/2022 05:37:25 - INFO - __main__ - global_steps 292050 loss: 0.13092970 04/13/2022 05:37:30 - INFO - __main__ - global_steps 292100 loss: 0.21553156 04/13/2022 05:37:35 - INFO - __main__ - global_steps 292150 loss: 0.14640987 04/13/2022 05:37:39 - INFO - __main__ - global_steps 292200 loss: 0.13674775 04/13/2022 05:37:44 - INFO - __main__ - global_steps 292250 loss: 0.15407709 04/13/2022 05:37:49 - INFO - __main__ - global_steps 292300 loss: 0.18100772 04/13/2022 05:37:53 - INFO - __main__ - global_steps 292350 loss: 0.14613991 04/13/2022 05:37:58 - INFO - __main__ - global_steps 292400 loss: 0.17384433 04/13/2022 05:38:03 - INFO - __main__ - global_steps 292450 loss: 0.18167449 04/13/2022 05:38:08 - INFO - __main__ - global_steps 292500 loss: 0.16641956 04/13/2022 05:38:08 - INFO - __main__ - ********** Running evaluating ********** 04/13/2022 05:38:12 - INFO - __main__ - ########## val_ar_acc 0.6971887550200804 ########## 04/13/2022 05:38:17 - INFO - __main__ - ########## val_bg_acc 0.7473895582329317 ########## 04/13/2022 05:38:21 - INFO - __main__ - ########## val_de_acc 0.7566265060240964 ########## 04/13/2022 05:38:26 - INFO - __main__ - ########## val_el_acc 0.7421686746987952 ########## 04/13/2022 05:38:30 - INFO - __main__ - ########## val_en_acc 0.8417670682730923 ########## 04/13/2022 05:38:35 - INFO - __main__ - ########## val_es_acc 0.7899598393574297 ########## 04/13/2022 05:38:40 - INFO - __main__ - ########## val_fr_acc 0.7718875502008032 ########## 04/13/2022 05:38:45 - INFO - __main__ - ########## val_hi_acc 0.6670682730923695 ########## 04/13/2022 05:38:49 - INFO - __main__ - ########## val_ru_acc 0.7180722891566265 ########## 04/13/2022 05:38:54 - INFO - __main__ - ########## val_sw_acc 0.6550200803212851 ########## 04/13/2022 05:38:58 - INFO - __main__ - ########## val_th_acc 0.6811244979919678 ########## 04/13/2022 05:39:03 - INFO - __main__ - ########## val_tr_acc 0.7060240963855422 ########## 04/13/2022 05:39:07 - INFO - __main__ - ########## val_ur_acc 0.6184738955823293 ########## 04/13/2022 05:39:12 - INFO - __main__ - ########## val_vi_acc 0.7248995983935743 ########## 04/13/2022 05:39:17 - INFO - __main__ - ########## val_zh_acc 0.7329317269076305 ########## 04/13/2022 05:39:26 - INFO - __main__ - ########## test_ar_acc 0.7029940119760479 ########## 04/13/2022 05:39:35 - INFO - __main__ - ########## test_bg_acc 0.7530938123752495 ########## 04/13/2022 05:39:44 - INFO - __main__ - ########## test_de_acc 0.7502994011976047 ########## 04/13/2022 05:39:54 - INFO - __main__ - ########## test_el_acc 0.7355289421157685 ########## 04/13/2022 05:40:03 - INFO - __main__ - ########## test_en_acc 0.8407185628742515 ########## 04/13/2022 05:40:12 - INFO - __main__ - ########## test_es_acc 0.7762475049900199 ########## 04/13/2022 05:40:22 - INFO - __main__ - ########## test_fr_acc 0.7766467065868263 ########## 04/13/2022 05:40:32 - INFO - __main__ - ########## test_hi_acc 0.6590818363273453 ########## 04/13/2022 05:40:41 - INFO - __main__ - ########## test_ru_acc 0.7373253493013973 ########## 04/13/2022 05:40:50 - INFO - __main__ - ########## test_sw_acc 0.6698602794411178 ########## 04/13/2022 05:40:59 - INFO - __main__ - ########## test_th_acc 0.6826347305389222 ########## 04/13/2022 05:41:08 - INFO - __main__ - ########## test_tr_acc 0.6976047904191617 ########## 04/13/2022 05:41:18 - INFO - __main__ - ########## test_ur_acc 0.6341317365269461 ########## 04/13/2022 05:41:27 - INFO - __main__ - ########## test_vi_acc 0.7211576846307385 ########## 04/13/2022 05:41:36 - INFO - __main__ - ########## test_zh_acc 0.7159680638722555 ########## 04/13/2022 05:41:36 - INFO - __main__ - val_ar_acc = 0.6971887550200804 04/13/2022 05:41:36 - INFO - __main__ - val_bg_acc = 0.7473895582329317 04/13/2022 05:41:36 - INFO - __main__ - val_de_acc = 0.7566265060240964 04/13/2022 05:41:36 - INFO - __main__ - val_el_acc = 0.7421686746987952 04/13/2022 05:41:36 - INFO - __main__ - val_en_acc = 0.8417670682730923 04/13/2022 05:41:36 - INFO - __main__ - val_es_acc = 0.7899598393574297 04/13/2022 05:41:36 - INFO - __main__ - val_fr_acc = 0.7718875502008032 04/13/2022 05:41:36 - INFO - __main__ - val_hi_acc = 0.6670682730923695 04/13/2022 05:41:36 - INFO - __main__ - val_ru_acc = 0.7180722891566265 04/13/2022 05:41:36 - INFO - __main__ - val_sw_acc = 0.6550200803212851 04/13/2022 05:41:36 - INFO - __main__ - val_th_acc = 0.6811244979919678 04/13/2022 05:41:36 - INFO - __main__ - val_tr_acc = 0.7060240963855422 04/13/2022 05:41:36 - INFO - __main__ - val_ur_acc = 0.6184738955823293 04/13/2022 05:41:36 - INFO - __main__ - val_vi_acc = 0.7248995983935743 04/13/2022 05:41:36 - INFO - __main__ - val_zh_acc = 0.7329317269076305 04/13/2022 05:41:36 - INFO - __main__ - val_avg_acc = 0.7233734939759037 04/13/2022 05:41:36 - INFO - __main__ - test_ar_acc = 0.7029940119760479 04/13/2022 05:41:36 - INFO - __main__ - test_bg_acc = 0.7530938123752495 04/13/2022 05:41:36 - INFO - __main__ - test_de_acc = 0.7502994011976047 04/13/2022 05:41:36 - INFO - __main__ - test_el_acc = 0.7355289421157685 04/13/2022 05:41:36 - INFO - __main__ - test_en_acc = 0.8407185628742515 04/13/2022 05:41:36 - INFO - __main__ - test_es_acc = 0.7762475049900199 04/13/2022 05:41:36 - INFO - __main__ - test_fr_acc = 0.7766467065868263 04/13/2022 05:41:36 - INFO - __main__ - test_hi_acc = 0.6590818363273453 04/13/2022 05:41:36 - INFO - __main__ - test_ru_acc = 0.7373253493013973 04/13/2022 05:41:36 - INFO - __main__ - test_sw_acc = 0.6698602794411178 04/13/2022 05:41:36 - INFO - __main__ - test_th_acc = 0.6826347305389222 04/13/2022 05:41:36 - INFO - __main__ - test_tr_acc = 0.6976047904191617 04/13/2022 05:41:36 - INFO - __main__ - test_ur_acc = 0.6341317365269461 04/13/2022 05:41:36 - INFO - __main__ - test_vi_acc = 0.7211576846307385 04/13/2022 05:41:36 - INFO - __main__ - test_zh_acc = 0.7159680638722555 04/13/2022 05:41:36 - INFO - __main__ - test_avg_acc = 0.7235528942115769 04/13/2022 05:41:38 - INFO - utils - remove old ckpt: xnli_right_avg_new/ckpt/step-292500-test_avg_acc-0.7235528942115769-val_avg_acc-0.7233734939759037 04/13/2022 05:41:38 - INFO - __main__ - ********** Evaluating Done ********** 04/13/2022 05:41:42 - INFO - __main__ - global_steps 292550 loss: 0.19193333 04/13/2022 05:41:47 - INFO - __main__ - global_steps 292600 loss: 0.12257552 04/13/2022 05:41:51 - INFO - __main__ - global_steps 292650 loss: 0.17905735 04/13/2022 05:41:56 - INFO - __main__ - global_steps 292700 loss: 0.17041484 04/13/2022 05:42:01 - INFO - __main__ - global_steps 292750 loss: 0.12309651 04/13/2022 05:42:05 - INFO - __main__ - global_steps 292800 loss: 0.16407712 04/13/2022 05:42:10 - INFO - __main__ - global_steps 292850 loss: 0.13564574 04/13/2022 05:42:15 - INFO - __main__ - global_steps 292900 loss: 0.14293449 04/13/2022 05:42:19 - INFO - __main__ - global_steps 292950 loss: 0.17258495 04/13/2022 05:42:24 - INFO - __main__ - global_steps 293000 loss: 0.13553422 04/13/2022 05:42:28 - INFO - __main__ - global_steps 293050 loss: 0.15614260 04/13/2022 05:42:33 - INFO - __main__ - global_steps 293100 loss: 0.16336563 04/13/2022 05:42:38 - INFO - __main__ - global_steps 293150 loss: 0.12646113 04/13/2022 05:42:43 - INFO - __main__ - global_steps 293200 loss: 0.12499833 04/13/2022 05:42:47 - INFO - __main__ - global_steps 293250 loss: 0.14436060 04/13/2022 05:42:52 - INFO - __main__ - global_steps 293300 loss: 0.18805044 04/13/2022 05:42:56 - INFO - __main__ - global_steps 293350 loss: 0.14397662 04/13/2022 05:43:01 - INFO - __main__ - global_steps 293400 loss: 0.17755892 04/13/2022 05:43:05 - INFO - __main__ - global_steps 293450 loss: 0.15366652 04/13/2022 05:43:10 - INFO - __main__ - global_steps 293500 loss: 0.14860983 04/13/2022 05:43:14 - INFO - __main__ - global_steps 293550 loss: 0.21913834 04/13/2022 05:43:19 - INFO - __main__ - global_steps 293600 loss: 0.13214321 04/13/2022 05:43:23 - INFO - __main__ - global_steps 293650 loss: 0.19156952 04/13/2022 05:43:28 - INFO - __main__ - global_steps 293700 loss: 0.16676462 04/13/2022 05:43:33 - INFO - __main__ - global_steps 293750 loss: 0.16482182 04/13/2022 05:43:38 - INFO - __main__ - global_steps 293800 loss: 0.13968926 04/13/2022 05:43:42 - INFO - __main__ - global_steps 293850 loss: 0.16351425 04/13/2022 05:43:47 - INFO - __main__ - global_steps 293900 loss: 0.19260403 04/13/2022 05:43:52 - INFO - __main__ - global_steps 293950 loss: 0.16332971 04/13/2022 05:43:57 - INFO - __main__ - global_steps 294000 loss: 0.18133304 04/13/2022 05:44:01 - INFO - __main__ - global_steps 294050 loss: 0.15594994 04/13/2022 05:44:06 - INFO - __main__ - global_steps 294100 loss: 0.19220778 04/13/2022 05:44:10 - INFO - __main__ - global_steps 294150 loss: 0.18477385 04/13/2022 05:44:15 - INFO - __main__ - global_steps 294200 loss: 0.13141448 04/13/2022 05:44:19 - INFO - __main__ - global_steps 294250 loss: 0.15170889 04/13/2022 05:44:23 - INFO - __main__ - global_steps 294300 loss: 0.18261142 04/13/2022 05:44:28 - INFO - __main__ - global_steps 294350 loss: 0.15845009 04/13/2022 05:44:32 - INFO - __main__ - global_steps 294400 loss: 0.18986238 04/13/2022 05:44:37 - INFO - __main__ - global_steps 294450 loss: 0.18595281 04/13/2022 05:44:41 - INFO - __main__ - global_steps 294500 loss: 0.12498546 04/13/2022 05:44:45 - INFO - __main__ - global_steps 294550 loss: 0.17695365 04/13/2022 05:44:50 - INFO - __main__ - global_steps 294600 loss: 0.20705298 04/13/2022 05:44:55 - INFO - __main__ - global_steps 294650 loss: 0.12344310 04/13/2022 05:44:59 - INFO - __main__ - global_steps 294700 loss: 0.17766684 04/13/2022 05:45:04 - INFO - __main__ - global_steps 294750 loss: 0.13360156 04/13/2022 05:45:09 - INFO - __main__ - global_steps 294800 loss: 0.12428915 04/13/2022 05:45:14 - INFO - __main__ - global_steps 294850 loss: 0.11701499 04/13/2022 05:45:19 - INFO - __main__ - global_steps 294900 loss: 0.25390453 04/13/2022 05:45:23 - INFO - __main__ - global_steps 294950 loss: 0.17447479 04/13/2022 05:45:28 - INFO - __main__ - global_steps 295000 loss: 0.17354883 04/13/2022 05:45:28 - INFO - __main__ - ********** Running evaluating ********** 04/13/2022 05:45:33 - INFO - __main__ - ########## val_ar_acc 0.6907630522088354 ########## 04/13/2022 05:45:37 - INFO - __main__ - ########## val_bg_acc 0.7293172690763052 ########## 04/13/2022 05:45:42 - INFO - __main__ - ########## val_de_acc 0.7518072289156627 ########## 04/13/2022 05:45:46 - INFO - __main__ - ########## val_el_acc 0.7265060240963855 ########## 04/13/2022 05:45:50 - INFO - __main__ - ########## val_en_acc 0.8441767068273093 ########## 04/13/2022 05:45:55 - INFO - __main__ - ########## val_es_acc 0.7835341365461848 ########## 04/13/2022 05:45:59 - INFO - __main__ - ########## val_fr_acc 0.7767068273092369 ########## 04/13/2022 05:46:04 - INFO - __main__ - ########## val_hi_acc 0.6730923694779116 ########## 04/13/2022 05:46:08 - INFO - __main__ - ########## val_ru_acc 0.7156626506024096 ########## 04/13/2022 05:46:13 - INFO - __main__ - ########## val_sw_acc 0.6453815261044177 ########## 04/13/2022 05:46:17 - INFO - __main__ - ########## val_th_acc 0.6755020080321286 ########## 04/13/2022 05:46:22 - INFO - __main__ - ########## val_tr_acc 0.6947791164658634 ########## 04/13/2022 05:46:26 - INFO - __main__ - ########## val_ur_acc 0.6108433734939759 ########## 04/13/2022 05:46:31 - INFO - __main__ - ########## val_vi_acc 0.7196787148594378 ########## 04/13/2022 05:46:35 - INFO - __main__ - ########## val_zh_acc 0.7301204819277108 ########## 04/13/2022 05:46:44 - INFO - __main__ - ########## test_ar_acc 0.6988023952095809 ########## 04/13/2022 05:46:53 - INFO - __main__ - ########## test_bg_acc 0.7461077844311377 ########## 04/13/2022 05:47:02 - INFO - __main__ - ########## test_de_acc 0.7483033932135729 ########## 04/13/2022 05:47:12 - INFO - __main__ - ########## test_el_acc 0.7353293413173653 ########## 04/13/2022 05:47:21 - INFO - __main__ - ########## test_en_acc 0.8431137724550898 ########## 04/13/2022 05:47:30 - INFO - __main__ - ########## test_es_acc 0.7784431137724551 ########## 04/13/2022 05:47:40 - INFO - __main__ - ########## test_fr_acc 0.7738522954091817 ########## 04/13/2022 05:47:49 - INFO - __main__ - ########## test_hi_acc 0.6542914171656686 ########## 04/13/2022 05:47:59 - INFO - __main__ - ########## test_ru_acc 0.7289421157684631 ########## 04/13/2022 05:48:08 - INFO - __main__ - ########## test_sw_acc 0.6570858283433134 ########## 04/13/2022 05:48:17 - INFO - __main__ - ########## test_th_acc 0.682435129740519 ########## 04/13/2022 05:48:26 - INFO - __main__ - ########## test_tr_acc 0.6910179640718563 ########## 04/13/2022 05:48:36 - INFO - __main__ - ########## test_ur_acc 0.6233532934131737 ########## 04/13/2022 05:48:45 - INFO - __main__ - ########## test_vi_acc 0.7137724550898203 ########## 04/13/2022 05:48:54 - INFO - __main__ - ########## test_zh_acc 0.716566866267465 ########## 04/13/2022 05:48:54 - INFO - __main__ - val_ar_acc = 0.6907630522088354 04/13/2022 05:48:54 - INFO - __main__ - val_bg_acc = 0.7293172690763052 04/13/2022 05:48:54 - INFO - __main__ - val_de_acc = 0.7518072289156627 04/13/2022 05:48:54 - INFO - __main__ - val_el_acc = 0.7265060240963855 04/13/2022 05:48:54 - INFO - __main__ - val_en_acc = 0.8441767068273093 04/13/2022 05:48:54 - INFO - __main__ - val_es_acc = 0.7835341365461848 04/13/2022 05:48:54 - INFO - __main__ - val_fr_acc = 0.7767068273092369 04/13/2022 05:48:54 - INFO - __main__ - val_hi_acc = 0.6730923694779116 04/13/2022 05:48:54 - INFO - __main__ - val_ru_acc = 0.7156626506024096 04/13/2022 05:48:54 - INFO - __main__ - val_sw_acc = 0.6453815261044177 04/13/2022 05:48:54 - INFO - __main__ - val_th_acc = 0.6755020080321286 04/13/2022 05:48:54 - INFO - __main__ - val_tr_acc = 0.6947791164658634 04/13/2022 05:48:54 - INFO - __main__ - val_ur_acc = 0.6108433734939759 04/13/2022 05:48:54 - INFO - __main__ - val_vi_acc = 0.7196787148594378 04/13/2022 05:48:54 - INFO - __main__ - val_zh_acc = 0.7301204819277108 04/13/2022 05:48:54 - INFO - __main__ - val_avg_acc = 0.7178580990629183 04/13/2022 05:48:54 - INFO - __main__ - test_ar_acc = 0.6988023952095809 04/13/2022 05:48:54 - INFO - __main__ - test_bg_acc = 0.7461077844311377 04/13/2022 05:48:54 - INFO - __main__ - test_de_acc = 0.7483033932135729 04/13/2022 05:48:54 - INFO - __main__ - test_el_acc = 0.7353293413173653 04/13/2022 05:48:54 - INFO - __main__ - test_en_acc = 0.8431137724550898 04/13/2022 05:48:54 - INFO - __main__ - test_es_acc = 0.7784431137724551 04/13/2022 05:48:54 - INFO - __main__ - test_fr_acc = 0.7738522954091817 04/13/2022 05:48:54 - INFO - __main__ - test_hi_acc = 0.6542914171656686 04/13/2022 05:48:54 - INFO - __main__ - test_ru_acc = 0.7289421157684631 04/13/2022 05:48:54 - INFO - __main__ - test_sw_acc = 0.6570858283433134 04/13/2022 05:48:54 - INFO - __main__ - test_th_acc = 0.682435129740519 04/13/2022 05:48:54 - INFO - __main__ - test_tr_acc = 0.6910179640718563 04/13/2022 05:48:54 - INFO - __main__ - test_ur_acc = 0.6233532934131737 04/13/2022 05:48:54 - INFO - __main__ - test_vi_acc = 0.7137724550898203 04/13/2022 05:48:54 - INFO - __main__ - test_zh_acc = 0.716566866267465 04/13/2022 05:48:54 - INFO - __main__ - test_avg_acc = 0.7194278110445775 04/13/2022 05:48:55 - INFO - utils - remove old ckpt: xnli_right_avg_new/ckpt/step-295000-test_avg_acc-0.7194278110445775-val_avg_acc-0.7178580990629183 04/13/2022 05:48:55 - INFO - __main__ - ********** Evaluating Done ********** 04/13/2022 05:49:00 - INFO - __main__ - global_steps 295050 loss: 0.12565238 04/13/2022 05:49:05 - INFO - __main__ - global_steps 295100 loss: 0.10260625 04/13/2022 05:49:09 - INFO - __main__ - global_steps 295150 loss: 0.16528497 04/13/2022 05:49:14 - INFO - __main__ - global_steps 295200 loss: 0.12823736 04/13/2022 05:49:19 - INFO - __main__ - global_steps 295250 loss: 0.19787161 04/13/2022 05:49:23 - INFO - __main__ - global_steps 295300 loss: 0.14661578 04/13/2022 05:49:28 - INFO - __main__ - global_steps 295350 loss: 0.13851178 04/13/2022 05:49:33 - INFO - __main__ - global_steps 295400 loss: 0.15466227 04/13/2022 05:49:38 - INFO - __main__ - global_steps 295450 loss: 0.13439305 04/13/2022 05:49:42 - INFO - __main__ - global_steps 295500 loss: 0.11090704 04/13/2022 05:49:47 - INFO - __main__ - global_steps 295550 loss: 0.16613882 04/13/2022 05:49:52 - INFO - __main__ - global_steps 295600 loss: 0.16264394 04/13/2022 05:49:57 - INFO - __main__ - global_steps 295650 loss: 0.18650250 04/13/2022 05:50:01 - INFO - __main__ - global_steps 295700 loss: 0.18219793 04/13/2022 05:50:06 - INFO - __main__ - global_steps 295750 loss: 0.13378963 04/13/2022 05:50:11 - INFO - __main__ - global_steps 295800 loss: 0.14501124 04/13/2022 05:50:15 - INFO - __main__ - global_steps 295850 loss: 0.15834756 04/13/2022 05:50:20 - INFO - __main__ - global_steps 295900 loss: 0.16194170 04/13/2022 05:50:25 - INFO - __main__ - global_steps 295950 loss: 0.19654312 04/13/2022 05:50:30 - INFO - __main__ - global_steps 296000 loss: 0.15909746 04/13/2022 05:50:34 - INFO - __main__ - global_steps 296050 loss: 0.21379964 04/13/2022 05:50:39 - INFO - __main__ - global_steps 296100 loss: 0.18003812 04/13/2022 05:50:44 - INFO - __main__ - global_steps 296150 loss: 0.15987359 04/13/2022 05:50:48 - INFO - __main__ - global_steps 296200 loss: 0.18255501 04/13/2022 05:50:53 - INFO - __main__ - global_steps 296250 loss: 0.13301271 04/13/2022 05:50:58 - INFO - __main__ - global_steps 296300 loss: 0.13415674 04/13/2022 05:51:03 - INFO - __main__ - global_steps 296350 loss: 0.14879270 04/13/2022 05:51:07 - INFO - __main__ - global_steps 296400 loss: 0.14045505 04/13/2022 05:51:12 - INFO - __main__ - global_steps 296450 loss: 0.17495492 04/13/2022 05:51:17 - INFO - __main__ - global_steps 296500 loss: 0.10543479 04/13/2022 05:51:21 - INFO - __main__ - global_steps 296550 loss: 0.17275681 04/13/2022 05:51:26 - INFO - __main__ - global_steps 296600 loss: 0.14749770 04/13/2022 05:51:31 - INFO - __main__ - global_steps 296650 loss: 0.17022031 04/13/2022 05:51:36 - INFO - __main__ - global_steps 296700 loss: 0.13858051 04/13/2022 05:51:40 - INFO - __main__ - global_steps 296750 loss: 0.13731087 04/13/2022 05:51:45 - INFO - __main__ - global_steps 296800 loss: 0.19766227 04/13/2022 05:51:50 - INFO - __main__ - global_steps 296850 loss: 0.14082229 04/13/2022 05:51:54 - INFO - __main__ - global_steps 296900 loss: 0.14995976 04/13/2022 05:51:59 - INFO - __main__ - global_steps 296950 loss: 0.15792160 04/13/2022 05:52:04 - INFO - __main__ - global_steps 297000 loss: 0.21590370 04/13/2022 05:52:08 - INFO - __main__ - global_steps 297050 loss: 0.16640621 04/13/2022 05:52:13 - INFO - __main__ - global_steps 297100 loss: 0.12954057 04/13/2022 05:52:18 - INFO - __main__ - global_steps 297150 loss: 0.14458094 04/13/2022 05:52:22 - INFO - __main__ - global_steps 297200 loss: 0.15192339 04/13/2022 05:52:27 - INFO - __main__ - global_steps 297250 loss: 0.19633408 04/13/2022 05:52:32 - INFO - __main__ - global_steps 297300 loss: 0.16448752 04/13/2022 05:52:36 - INFO - __main__ - global_steps 297350 loss: 0.14835300 04/13/2022 05:52:41 - INFO - __main__ - global_steps 297400 loss: 0.11947848 04/13/2022 05:52:46 - INFO - __main__ - global_steps 297450 loss: 0.14869719 04/13/2022 05:52:50 - INFO - __main__ - global_steps 297500 loss: 0.17219273 04/13/2022 05:52:50 - INFO - __main__ - ********** Running evaluating ********** 04/13/2022 05:52:55 - INFO - __main__ - ########## val_ar_acc 0.6987951807228916 ########## 04/13/2022 05:53:00 - INFO - __main__ - ########## val_bg_acc 0.7409638554216867 ########## 04/13/2022 05:53:04 - INFO - __main__ - ########## val_de_acc 0.7518072289156627 ########## 04/13/2022 05:53:09 - INFO - __main__ - ########## val_el_acc 0.7321285140562249 ########## 04/13/2022 05:53:13 - INFO - __main__ - ########## val_en_acc 0.8473895582329317 ########## 04/13/2022 05:53:18 - INFO - __main__ - ########## val_es_acc 0.7867469879518072 ########## 04/13/2022 05:53:22 - INFO - __main__ - ########## val_fr_acc 0.7742971887550201 ########## 04/13/2022 05:53:27 - INFO - __main__ - ########## val_hi_acc 0.6678714859437751 ########## 04/13/2022 05:53:32 - INFO - __main__ - ########## val_ru_acc 0.7168674698795181 ########## 04/13/2022 05:53:36 - INFO - __main__ - ########## val_sw_acc 0.6606425702811245 ########## 04/13/2022 05:53:41 - INFO - __main__ - ########## val_th_acc 0.6795180722891566 ########## 04/13/2022 05:53:45 - INFO - __main__ - ########## val_tr_acc 0.7024096385542169 ########## 04/13/2022 05:53:50 - INFO - __main__ - ########## val_ur_acc 0.6168674698795181 ########## 04/13/2022 05:53:54 - INFO - __main__ - ########## val_vi_acc 0.7176706827309237 ########## 04/13/2022 05:53:59 - INFO - __main__ - ########## val_zh_acc 0.7285140562248996 ########## 04/13/2022 05:54:08 - INFO - __main__ - ########## test_ar_acc 0.706187624750499 ########## 04/13/2022 05:54:17 - INFO - __main__ - ########## test_bg_acc 0.7518962075848303 ########## 04/13/2022 05:54:27 - INFO - __main__ - ########## test_de_acc 0.7467065868263473 ########## 04/13/2022 05:54:36 - INFO - __main__ - ########## test_el_acc 0.7321357285429142 ########## 04/13/2022 05:54:45 - INFO - __main__ - ########## test_en_acc 0.8447105788423154 ########## 04/13/2022 05:54:54 - INFO - __main__ - ########## test_es_acc 0.7762475049900199 ########## 04/13/2022 05:55:04 - INFO - __main__ - ########## test_fr_acc 0.7716566866267465 ########## 04/13/2022 05:55:14 - INFO - __main__ - ########## test_hi_acc 0.6506986027944112 ########## 04/13/2022 05:55:23 - INFO - __main__ - ########## test_ru_acc 0.7321357285429142 ########## 04/13/2022 05:55:32 - INFO - __main__ - ########## test_sw_acc 0.6662674650698602 ########## 04/13/2022 05:55:41 - INFO - __main__ - ########## test_th_acc 0.6796407185628742 ########## 04/13/2022 05:55:50 - INFO - __main__ - ########## test_tr_acc 0.6960079840319361 ########## 04/13/2022 05:56:00 - INFO - __main__ - ########## test_ur_acc 0.6293413173652694 ########## 04/13/2022 05:56:09 - INFO - __main__ - ########## test_vi_acc 0.7143712574850299 ########## 04/13/2022 05:56:18 - INFO - __main__ - ########## test_zh_acc 0.7129740518962076 ########## 04/13/2022 05:56:18 - INFO - __main__ - val_ar_acc = 0.6987951807228916 04/13/2022 05:56:18 - INFO - __main__ - val_bg_acc = 0.7409638554216867 04/13/2022 05:56:18 - INFO - __main__ - val_de_acc = 0.7518072289156627 04/13/2022 05:56:18 - INFO - __main__ - val_el_acc = 0.7321285140562249 04/13/2022 05:56:18 - INFO - __main__ - val_en_acc = 0.8473895582329317 04/13/2022 05:56:18 - INFO - __main__ - val_es_acc = 0.7867469879518072 04/13/2022 05:56:18 - INFO - __main__ - val_fr_acc = 0.7742971887550201 04/13/2022 05:56:18 - INFO - __main__ - val_hi_acc = 0.6678714859437751 04/13/2022 05:56:18 - INFO - __main__ - val_ru_acc = 0.7168674698795181 04/13/2022 05:56:18 - INFO - __main__ - val_sw_acc = 0.6606425702811245 04/13/2022 05:56:18 - INFO - __main__ - val_th_acc = 0.6795180722891566 04/13/2022 05:56:18 - INFO - __main__ - val_tr_acc = 0.7024096385542169 04/13/2022 05:56:18 - INFO - __main__ - val_ur_acc = 0.6168674698795181 04/13/2022 05:56:18 - INFO - __main__ - val_vi_acc = 0.7176706827309237 04/13/2022 05:56:18 - INFO - __main__ - val_zh_acc = 0.7285140562248996 04/13/2022 05:56:18 - INFO - __main__ - val_avg_acc = 0.7214993306559572 04/13/2022 05:56:18 - INFO - __main__ - test_ar_acc = 0.706187624750499 04/13/2022 05:56:18 - INFO - __main__ - test_bg_acc = 0.7518962075848303 04/13/2022 05:56:18 - INFO - __main__ - test_de_acc = 0.7467065868263473 04/13/2022 05:56:18 - INFO - __main__ - test_el_acc = 0.7321357285429142 04/13/2022 05:56:18 - INFO - __main__ - test_en_acc = 0.8447105788423154 04/13/2022 05:56:18 - INFO - __main__ - test_es_acc = 0.7762475049900199 04/13/2022 05:56:18 - INFO - __main__ - test_fr_acc = 0.7716566866267465 04/13/2022 05:56:18 - INFO - __main__ - test_hi_acc = 0.6506986027944112 04/13/2022 05:56:18 - INFO - __main__ - test_ru_acc = 0.7321357285429142 04/13/2022 05:56:18 - INFO - __main__ - test_sw_acc = 0.6662674650698602 04/13/2022 05:56:18 - INFO - __main__ - test_th_acc = 0.6796407185628742 04/13/2022 05:56:18 - INFO - __main__ - test_tr_acc = 0.6960079840319361 04/13/2022 05:56:18 - INFO - __main__ - test_ur_acc = 0.6293413173652694 04/13/2022 05:56:18 - INFO - __main__ - test_vi_acc = 0.7143712574850299 04/13/2022 05:56:18 - INFO - __main__ - test_zh_acc = 0.7129740518962076 04/13/2022 05:56:18 - INFO - __main__ - test_avg_acc = 0.7207318695941451 04/13/2022 05:56:20 - INFO - utils - remove old ckpt: xnli_right_avg_new/ckpt/step-297500-test_avg_acc-0.7207318695941451-val_avg_acc-0.7214993306559572 04/13/2022 05:56:20 - INFO - __main__ - ********** Evaluating Done ********** 04/13/2022 05:56:25 - INFO - __main__ - global_steps 297550 loss: 0.20582594 04/13/2022 05:56:29 - INFO - __main__ - global_steps 297600 loss: 0.15711539 04/13/2022 05:56:34 - INFO - __main__ - global_steps 297650 loss: 0.15244221 04/13/2022 05:56:38 - INFO - __main__ - global_steps 297700 loss: 0.13768498 04/13/2022 05:56:43 - INFO - __main__ - global_steps 297750 loss: 0.10288207 04/13/2022 05:56:48 - INFO - __main__ - global_steps 297800 loss: 0.18490059 04/13/2022 05:56:52 - INFO - __main__ - global_steps 297850 loss: 0.14555254 04/13/2022 05:56:57 - INFO - __main__ - global_steps 297900 loss: 0.15206530 04/13/2022 05:57:02 - INFO - __main__ - global_steps 297950 loss: 0.10637363 04/13/2022 05:57:07 - INFO - __main__ - global_steps 298000 loss: 0.16904013 04/13/2022 05:57:12 - INFO - __main__ - global_steps 298050 loss: 0.14319314 04/13/2022 05:57:16 - INFO - __main__ - global_steps 298100 loss: 0.21731573 04/13/2022 05:57:21 - INFO - __main__ - global_steps 298150 loss: 0.14734046 04/13/2022 05:57:26 - INFO - __main__ - global_steps 298200 loss: 0.14220977 04/13/2022 05:57:31 - INFO - __main__ - global_steps 298250 loss: 0.16642291 04/13/2022 05:57:35 - INFO - __main__ - global_steps 298300 loss: 0.18376361 04/13/2022 05:57:40 - INFO - __main__ - global_steps 298350 loss: 0.15452313 04/13/2022 05:57:45 - INFO - __main__ - global_steps 298400 loss: 0.11167070 04/13/2022 05:57:49 - INFO - __main__ - global_steps 298450 loss: 0.16562385 04/13/2022 05:57:54 - INFO - __main__ - global_steps 298500 loss: 0.14663106 04/13/2022 05:57:59 - INFO - __main__ - global_steps 298550 loss: 0.13050895 04/13/2022 05:58:04 - INFO - __main__ - global_steps 298600 loss: 0.13224823 04/13/2022 05:58:08 - INFO - __main__ - global_steps 298650 loss: 0.18096857 04/13/2022 05:58:13 - INFO - __main__ - global_steps 298700 loss: 0.16917498 04/13/2022 05:58:18 - INFO - __main__ - global_steps 298750 loss: 0.18076091 04/13/2022 05:58:23 - INFO - __main__ - global_steps 298800 loss: 0.15519202 04/13/2022 05:58:27 - INFO - __main__ - global_steps 298850 loss: 0.18277350 04/13/2022 05:58:32 - INFO - __main__ - global_steps 298900 loss: 0.09787823 04/13/2022 05:58:37 - INFO - __main__ - global_steps 298950 loss: 0.16227318 04/13/2022 05:58:42 - INFO - __main__ - global_steps 299000 loss: 0.15315751 04/13/2022 05:58:46 - INFO - __main__ - global_steps 299050 loss: 0.18532041 04/13/2022 05:58:51 - INFO - __main__ - global_steps 299100 loss: 0.09204205 04/13/2022 05:58:56 - INFO - __main__ - global_steps 299150 loss: 0.16479385 04/13/2022 05:59:01 - INFO - __main__ - global_steps 299200 loss: 0.16205200 04/13/2022 05:59:05 - INFO - __main__ - global_steps 299250 loss: 0.18455252 04/13/2022 05:59:10 - INFO - __main__ - global_steps 299300 loss: 0.13869128 04/13/2022 05:59:15 - INFO - __main__ - global_steps 299350 loss: 0.11973680 04/13/2022 05:59:20 - INFO - __main__ - global_steps 299400 loss: 0.17016508 04/13/2022 05:59:24 - INFO - __main__ - global_steps 299450 loss: 0.16322429 04/13/2022 05:59:29 - INFO - __main__ - global_steps 299500 loss: 0.19460619 04/13/2022 05:59:34 - INFO - __main__ - global_steps 299550 loss: 0.14907604 04/13/2022 05:59:39 - INFO - __main__ - global_steps 299600 loss: 0.14585693 04/13/2022 05:59:43 - INFO - __main__ - global_steps 299650 loss: 0.16550111 04/13/2022 05:59:48 - INFO - __main__ - global_steps 299700 loss: 0.16135447 04/13/2022 05:59:53 - INFO - __main__ - global_steps 299750 loss: 0.20790506 04/13/2022 05:59:57 - INFO - __main__ - global_steps 299800 loss: 0.16170412 04/13/2022 06:00:02 - INFO - __main__ - global_steps 299850 loss: 0.15083236 04/13/2022 06:00:07 - INFO - __main__ - global_steps 299900 loss: 0.12747398 04/13/2022 06:00:12 - INFO - __main__ - global_steps 299950 loss: 0.21908837 04/13/2022 06:00:16 - INFO - __main__ - global_steps 300000 loss: 0.14088897 04/13/2022 06:00:16 - INFO - __main__ - ********** Running evaluating ********** 04/13/2022 06:00:21 - INFO - __main__ - ########## val_ar_acc 0.7040160642570281 ########## 04/13/2022 06:00:25 - INFO - __main__ - ########## val_bg_acc 0.7421686746987952 ########## 04/13/2022 06:00:30 - INFO - __main__ - ########## val_de_acc 0.7514056224899598 ########## 04/13/2022 06:00:35 - INFO - __main__ - ########## val_el_acc 0.7357429718875502 ########## 04/13/2022 06:00:39 - INFO - __main__ - ########## val_en_acc 0.8461847389558232 ########## 04/13/2022 06:00:44 - INFO - __main__ - ########## val_es_acc 0.791566265060241 ########## 04/13/2022 06:00:48 - INFO - __main__ - ########## val_fr_acc 0.7738955823293173 ########## 04/13/2022 06:00:53 - INFO - __main__ - ########## val_hi_acc 0.6730923694779116 ########## 04/13/2022 06:00:57 - INFO - __main__ - ########## val_ru_acc 0.7232931726907631 ########## 04/13/2022 06:01:01 - INFO - __main__ - ########## val_sw_acc 0.6654618473895583 ########## 04/13/2022 06:01:05 - INFO - __main__ - ########## val_th_acc 0.685140562248996 ########## 04/13/2022 06:01:10 - INFO - __main__ - ########## val_tr_acc 0.6919678714859437 ########## 04/13/2022 06:01:14 - INFO - __main__ - ########## val_ur_acc 0.6240963855421687 ########## 04/13/2022 06:01:19 - INFO - __main__ - ########## val_vi_acc 0.7220883534136546 ########## 04/13/2022 06:01:23 - INFO - __main__ - ########## val_zh_acc 0.729718875502008 ########## 04/13/2022 06:01:32 - INFO - __main__ - ########## test_ar_acc 0.7075848303393214 ########## 04/13/2022 06:01:41 - INFO - __main__ - ########## test_bg_acc 0.7497005988023953 ########## 04/13/2022 06:01:51 - INFO - __main__ - ########## test_de_acc 0.7544910179640718 ########## 04/13/2022 06:02:00 - INFO - __main__ - ########## test_el_acc 0.732934131736527 ########## 04/13/2022 06:02:09 - INFO - __main__ - ########## test_en_acc 0.8419161676646707 ########## 04/13/2022 06:02:19 - INFO - __main__ - ########## test_es_acc 0.7766467065868263 ########## 04/13/2022 06:02:28 - INFO - __main__ - ########## test_fr_acc 0.7760479041916167 ########## 04/13/2022 06:02:38 - INFO - __main__ - ########## test_hi_acc 0.6606786427145709 ########## 04/13/2022 06:02:47 - INFO - __main__ - ########## test_ru_acc 0.7345309381237525 ########## 04/13/2022 06:02:56 - INFO - __main__ - ########## test_sw_acc 0.6678642714570858 ########## 04/13/2022 06:03:06 - INFO - __main__ - ########## test_th_acc 0.693812375249501 ########## 04/13/2022 06:03:15 - INFO - __main__ - ########## test_tr_acc 0.6922155688622754 ########## 04/13/2022 06:03:24 - INFO - __main__ - ########## test_ur_acc 0.6315369261477046 ########## 04/13/2022 06:03:33 - INFO - __main__ - ########## test_vi_acc 0.7157684630738523 ########## 04/13/2022 06:03:42 - INFO - __main__ - ########## test_zh_acc 0.7153692614770459 ########## 04/13/2022 06:03:42 - INFO - __main__ - val_ar_acc = 0.7040160642570281 04/13/2022 06:03:42 - INFO - __main__ - val_bg_acc = 0.7421686746987952 04/13/2022 06:03:42 - INFO - __main__ - val_de_acc = 0.7514056224899598 04/13/2022 06:03:42 - INFO - __main__ - val_el_acc = 0.7357429718875502 04/13/2022 06:03:42 - INFO - __main__ - val_en_acc = 0.8461847389558232 04/13/2022 06:03:42 - INFO - __main__ - val_es_acc = 0.791566265060241 04/13/2022 06:03:42 - INFO - __main__ - val_fr_acc = 0.7738955823293173 04/13/2022 06:03:42 - INFO - __main__ - val_hi_acc = 0.6730923694779116 04/13/2022 06:03:42 - INFO - __main__ - val_ru_acc = 0.7232931726907631 04/13/2022 06:03:42 - INFO - __main__ - val_sw_acc = 0.6654618473895583 04/13/2022 06:03:42 - INFO - __main__ - val_th_acc = 0.685140562248996 04/13/2022 06:03:42 - INFO - __main__ - val_tr_acc = 0.6919678714859437 04/13/2022 06:03:42 - INFO - __main__ - val_ur_acc = 0.6240963855421687 04/13/2022 06:03:42 - INFO - __main__ - val_vi_acc = 0.7220883534136546 04/13/2022 06:03:42 - INFO - __main__ - val_zh_acc = 0.729718875502008 04/13/2022 06:03:42 - INFO - __main__ - val_avg_acc = 0.7239892904953146 04/13/2022 06:03:42 - INFO - __main__ - test_ar_acc = 0.7075848303393214 04/13/2022 06:03:42 - INFO - __main__ - test_bg_acc = 0.7497005988023953 04/13/2022 06:03:42 - INFO - __main__ - test_de_acc = 0.7544910179640718 04/13/2022 06:03:42 - INFO - __main__ - test_el_acc = 0.732934131736527 04/13/2022 06:03:42 - INFO - __main__ - test_en_acc = 0.8419161676646707 04/13/2022 06:03:42 - INFO - __main__ - test_es_acc = 0.7766467065868263 04/13/2022 06:03:42 - INFO - __main__ - test_fr_acc = 0.7760479041916167 04/13/2022 06:03:42 - INFO - __main__ - test_hi_acc = 0.6606786427145709 04/13/2022 06:03:42 - INFO - __main__ - test_ru_acc = 0.7345309381237525 04/13/2022 06:03:42 - INFO - __main__ - test_sw_acc = 0.6678642714570858 04/13/2022 06:03:42 - INFO - __main__ - test_th_acc = 0.693812375249501 04/13/2022 06:03:42 - INFO - __main__ - test_tr_acc = 0.6922155688622754 04/13/2022 06:03:42 - INFO - __main__ - test_ur_acc = 0.6315369261477046 04/13/2022 06:03:42 - INFO - __main__ - test_vi_acc = 0.7157684630738523 04/13/2022 06:03:42 - INFO - __main__ - test_zh_acc = 0.7153692614770459 04/13/2022 06:03:42 - INFO - __main__ - test_avg_acc = 0.7234065202927478 04/13/2022 06:03:43 - INFO - utils - remove old ckpt: xnli_right_avg_new/ckpt/step-300000-test_avg_acc-0.7234065202927478-val_avg_acc-0.7239892904953146 04/13/2022 06:03:43 - INFO - __main__ - ********** Evaluating Done ********** 04/13/2022 06:03:48 - INFO - __main__ - global_steps 300050 loss: 0.16748132 04/13/2022 06:03:53 - INFO - __main__ - global_steps 300100 loss: 0.18923377 04/13/2022 06:03:57 - INFO - __main__ - global_steps 300150 loss: 0.13254114 04/13/2022 06:04:02 - INFO - __main__ - global_steps 300200 loss: 0.22838659 04/13/2022 06:04:07 - INFO - __main__ - global_steps 300250 loss: 0.20678221 04/13/2022 06:04:12 - INFO - __main__ - global_steps 300300 loss: 0.17470289 04/13/2022 06:04:17 - INFO - __main__ - global_steps 300350 loss: 0.10163697 04/13/2022 06:04:21 - INFO - __main__ - global_steps 300400 loss: 0.19297788 04/13/2022 06:04:26 - INFO - __main__ - global_steps 300450 loss: 0.15340089 04/13/2022 06:04:31 - INFO - __main__ - global_steps 300500 loss: 0.14868721 04/13/2022 06:04:35 - INFO - __main__ - global_steps 300550 loss: 0.11719613 04/13/2022 06:04:40 - INFO - __main__ - global_steps 300600 loss: 0.21256407 04/13/2022 06:04:44 - INFO - __main__ - global_steps 300650 loss: 0.15770560 04/13/2022 06:04:48 - INFO - __main__ - global_steps 300700 loss: 0.27584513 04/13/2022 06:04:53 - INFO - __main__ - global_steps 300750 loss: 0.12372948 04/13/2022 06:04:57 - INFO - __main__ - global_steps 300800 loss: 0.16498299 04/13/2022 06:05:02 - INFO - __main__ - global_steps 300850 loss: 0.12633872 04/13/2022 06:05:07 - INFO - __main__ - global_steps 300900 loss: 0.12557624 04/13/2022 06:05:12 - INFO - __main__ - global_steps 300950 loss: 0.11745031 04/13/2022 06:05:16 - INFO - __main__ - global_steps 301000 loss: 0.11111373 04/13/2022 06:05:21 - INFO - __main__ - global_steps 301050 loss: 0.14330832 04/13/2022 06:05:26 - INFO - __main__ - global_steps 301100 loss: 0.17621437 04/13/2022 06:05:31 - INFO - __main__ - global_steps 301150 loss: 0.13633360 04/13/2022 06:05:35 - INFO - __main__ - global_steps 301200 loss: 0.18461168 04/13/2022 06:05:40 - INFO - __main__ - global_steps 301250 loss: 0.20254513 04/13/2022 06:05:45 - INFO - __main__ - global_steps 301300 loss: 0.17641495 04/13/2022 06:05:50 - INFO - __main__ - global_steps 301350 loss: 0.17749489 04/13/2022 06:05:54 - INFO - __main__ - global_steps 301400 loss: 0.15032765 04/13/2022 06:05:59 - INFO - __main__ - global_steps 301450 loss: 0.12403069 04/13/2022 06:06:04 - INFO - __main__ - global_steps 301500 loss: 0.17537332 04/13/2022 06:06:09 - INFO - __main__ - global_steps 301550 loss: 0.15418094 04/13/2022 06:06:13 - INFO - __main__ - global_steps 301600 loss: 0.13253676 04/13/2022 06:06:18 - INFO - __main__ - global_steps 301650 loss: 0.13584941 04/13/2022 06:06:23 - INFO - __main__ - global_steps 301700 loss: 0.21793236 04/13/2022 06:06:28 - INFO - __main__ - global_steps 301750 loss: 0.14791833 04/13/2022 06:06:32 - INFO - __main__ - global_steps 301800 loss: 0.15262582 04/13/2022 06:06:37 - INFO - __main__ - global_steps 301850 loss: 0.15748552 04/13/2022 06:06:42 - INFO - __main__ - global_steps 301900 loss: 0.16553328 04/13/2022 06:06:47 - INFO - __main__ - global_steps 301950 loss: 0.15576635 04/13/2022 06:06:51 - INFO - __main__ - global_steps 302000 loss: 0.10658002 04/13/2022 06:06:56 - INFO - __main__ - global_steps 302050 loss: 0.12868641 04/13/2022 06:07:01 - INFO - __main__ - global_steps 302100 loss: 0.15330965 04/13/2022 06:07:06 - INFO - __main__ - global_steps 302150 loss: 0.14625935 04/13/2022 06:07:10 - INFO - __main__ - global_steps 302200 loss: 0.20998229 04/13/2022 06:07:15 - INFO - __main__ - global_steps 302250 loss: 0.12869521 04/13/2022 06:07:20 - INFO - __main__ - global_steps 302300 loss: 0.21209980 04/13/2022 06:07:25 - INFO - __main__ - global_steps 302350 loss: 0.19393082 04/13/2022 06:07:30 - INFO - __main__ - global_steps 302400 loss: 0.12147952 04/13/2022 06:07:34 - INFO - __main__ - global_steps 302450 loss: 0.18309904 04/13/2022 06:07:39 - INFO - __main__ - global_steps 302500 loss: 0.16404748 04/13/2022 06:07:39 - INFO - __main__ - ********** Running evaluating ********** 04/13/2022 06:07:44 - INFO - __main__ - ########## val_ar_acc 0.7120481927710843 ########## 04/13/2022 06:07:48 - INFO - __main__ - ########## val_bg_acc 0.7473895582329317 ########## 04/13/2022 06:07:53 - INFO - __main__ - ########## val_de_acc 0.7594377510040161 ########## 04/13/2022 06:07:57 - INFO - __main__ - ########## val_el_acc 0.7481927710843373 ########## 04/13/2022 06:08:02 - INFO - __main__ - ########## val_en_acc 0.8485943775100402 ########## 04/13/2022 06:08:06 - INFO - __main__ - ########## val_es_acc 0.7959839357429719 ########## 04/13/2022 06:08:11 - INFO - __main__ - ########## val_fr_acc 0.772289156626506 ########## 04/13/2022 06:08:16 - INFO - __main__ - ########## val_hi_acc 0.6751004016064257 ########## 04/13/2022 06:08:21 - INFO - __main__ - ########## val_ru_acc 0.7220883534136546 ########## 04/13/2022 06:08:25 - INFO - __main__ - ########## val_sw_acc 0.6734939759036145 ########## 04/13/2022 06:08:29 - INFO - __main__ - ########## val_th_acc 0.7032128514056225 ########## 04/13/2022 06:08:34 - INFO - __main__ - ########## val_tr_acc 0.7016064257028113 ########## 04/13/2022 06:08:39 - INFO - __main__ - ########## val_ur_acc 0.6333333333333333 ########## 04/13/2022 06:08:43 - INFO - __main__ - ########## val_vi_acc 0.721285140562249 ########## 04/13/2022 06:08:47 - INFO - __main__ - ########## val_zh_acc 0.7317269076305221 ########## 04/13/2022 06:08:56 - INFO - __main__ - ########## test_ar_acc 0.718562874251497 ########## 04/13/2022 06:09:06 - INFO - __main__ - ########## test_bg_acc 0.7596806387225549 ########## 04/13/2022 06:09:15 - INFO - __main__ - ########## test_de_acc 0.7592814371257485 ########## 04/13/2022 06:09:25 - INFO - __main__ - ########## test_el_acc 0.7403193612774451 ########## 04/13/2022 06:09:34 - INFO - __main__ - ########## test_en_acc 0.8516966067864271 ########## 04/13/2022 06:09:43 - INFO - __main__ - ########## test_es_acc 0.7880239520958083 ########## 04/13/2022 06:09:52 - INFO - __main__ - ########## test_fr_acc 0.781437125748503 ########## 04/13/2022 06:10:02 - INFO - __main__ - ########## test_hi_acc 0.668063872255489 ########## 04/13/2022 06:10:12 - INFO - __main__ - ########## test_ru_acc 0.7365269461077845 ########## 04/13/2022 06:10:21 - INFO - __main__ - ########## test_sw_acc 0.6748502994011976 ########## 04/13/2022 06:10:30 - INFO - __main__ - ########## test_th_acc 0.6934131736526946 ########## 04/13/2022 06:10:39 - INFO - __main__ - ########## test_tr_acc 0.7001996007984032 ########## 04/13/2022 06:10:49 - INFO - __main__ - ########## test_ur_acc 0.6395209580838324 ########## 04/13/2022 06:10:58 - INFO - __main__ - ########## test_vi_acc 0.7199600798403194 ########## 04/13/2022 06:11:07 - INFO - __main__ - ########## test_zh_acc 0.7235528942115769 ########## 04/13/2022 06:11:07 - INFO - __main__ - val_ar_acc = 0.7120481927710843 04/13/2022 06:11:07 - INFO - __main__ - val_bg_acc = 0.7473895582329317 04/13/2022 06:11:07 - INFO - __main__ - val_de_acc = 0.7594377510040161 04/13/2022 06:11:07 - INFO - __main__ - val_el_acc = 0.7481927710843373 04/13/2022 06:11:07 - INFO - __main__ - val_en_acc = 0.8485943775100402 04/13/2022 06:11:07 - INFO - __main__ - val_es_acc = 0.7959839357429719 04/13/2022 06:11:07 - INFO - __main__ - val_fr_acc = 0.772289156626506 04/13/2022 06:11:07 - INFO - __main__ - val_hi_acc = 0.6751004016064257 04/13/2022 06:11:07 - INFO - __main__ - val_ru_acc = 0.7220883534136546 04/13/2022 06:11:07 - INFO - __main__ - val_sw_acc = 0.6734939759036145 04/13/2022 06:11:07 - INFO - __main__ - val_th_acc = 0.7032128514056225 04/13/2022 06:11:07 - INFO - __main__ - val_tr_acc = 0.7016064257028113 04/13/2022 06:11:07 - INFO - __main__ - val_ur_acc = 0.6333333333333333 04/13/2022 06:11:07 - INFO - __main__ - val_vi_acc = 0.721285140562249 04/13/2022 06:11:07 - INFO - __main__ - val_zh_acc = 0.7317269076305221 04/13/2022 06:11:07 - INFO - __main__ - val_avg_acc = 0.7297188755020081 04/13/2022 06:11:07 - INFO - __main__ - test_ar_acc = 0.718562874251497 04/13/2022 06:11:07 - INFO - __main__ - test_bg_acc = 0.7596806387225549 04/13/2022 06:11:07 - INFO - __main__ - test_de_acc = 0.7592814371257485 04/13/2022 06:11:07 - INFO - __main__ - test_el_acc = 0.7403193612774451 04/13/2022 06:11:07 - INFO - __main__ - test_en_acc = 0.8516966067864271 04/13/2022 06:11:07 - INFO - __main__ - test_es_acc = 0.7880239520958083 04/13/2022 06:11:07 - INFO - __main__ - test_fr_acc = 0.781437125748503 04/13/2022 06:11:07 - INFO - __main__ - test_hi_acc = 0.668063872255489 04/13/2022 06:11:07 - INFO - __main__ - test_ru_acc = 0.7365269461077845 04/13/2022 06:11:07 - INFO - __main__ - test_sw_acc = 0.6748502994011976 04/13/2022 06:11:07 - INFO - __main__ - test_th_acc = 0.6934131736526946 04/13/2022 06:11:07 - INFO - __main__ - test_tr_acc = 0.7001996007984032 04/13/2022 06:11:07 - INFO - __main__ - test_ur_acc = 0.6395209580838324 04/13/2022 06:11:07 - INFO - __main__ - test_vi_acc = 0.7199600798403194 04/13/2022 06:11:07 - INFO - __main__ - test_zh_acc = 0.7235528942115769 04/13/2022 06:11:07 - INFO - __main__ - test_avg_acc = 0.7303393213572854 04/13/2022 06:11:08 - INFO - utils - remove old ckpt: xnli_right_avg_new/ckpt/step-302500-test_avg_acc-0.7303393213572854-val_avg_acc-0.7297188755020081 04/13/2022 06:11:08 - INFO - __main__ - ********** Evaluating Done ********** 04/13/2022 06:11:13 - INFO - __main__ - global_steps 302550 loss: 0.13499222 04/13/2022 06:11:18 - INFO - __main__ - global_steps 302600 loss: 0.16377443 04/13/2022 06:11:23 - INFO - __main__ - global_steps 302650 loss: 0.13551755 04/13/2022 06:11:28 - INFO - __main__ - global_steps 302700 loss: 0.17429136 04/13/2022 06:11:32 - INFO - __main__ - global_steps 302750 loss: 0.16098859 04/13/2022 06:11:37 - INFO - __main__ - global_steps 302800 loss: 0.17650263 04/13/2022 06:11:42 - INFO - __main__ - global_steps 302850 loss: 0.14993703 04/13/2022 06:11:47 - INFO - __main__ - global_steps 302900 loss: 0.14517828 04/13/2022 06:11:52 - INFO - __main__ - global_steps 302950 loss: 0.12924090 04/13/2022 06:11:56 - INFO - __main__ - global_steps 303000 loss: 0.16308417 04/13/2022 06:12:01 - INFO - __main__ - global_steps 303050 loss: 0.22809005 04/13/2022 06:12:06 - INFO - __main__ - global_steps 303100 loss: 0.18291636 04/13/2022 06:12:11 - INFO - __main__ - global_steps 303150 loss: 0.18722343 04/13/2022 06:12:15 - INFO - __main__ - global_steps 303200 loss: 0.12849465 04/13/2022 06:12:20 - INFO - __main__ - global_steps 303250 loss: 0.19507817 04/13/2022 06:12:25 - INFO - __main__ - global_steps 303300 loss: 0.17401816 04/13/2022 06:12:30 - INFO - __main__ - global_steps 303350 loss: 0.14747204 04/13/2022 06:12:34 - INFO - __main__ - global_steps 303400 loss: 0.12698105 04/13/2022 06:12:39 - INFO - __main__ - global_steps 303450 loss: 0.19362086 04/13/2022 06:12:44 - INFO - __main__ - global_steps 303500 loss: 0.12981639 04/13/2022 06:12:48 - INFO - __main__ - global_steps 303550 loss: 0.18593308 04/13/2022 06:12:53 - INFO - __main__ - global_steps 303600 loss: 0.16926123 04/13/2022 06:12:58 - INFO - __main__ - global_steps 303650 loss: 0.15311939 04/13/2022 06:13:03 - INFO - __main__ - global_steps 303700 loss: 0.18142682 04/13/2022 06:13:08 - INFO - __main__ - global_steps 303750 loss: 0.16314643 04/13/2022 06:13:12 - INFO - __main__ - global_steps 303800 loss: 0.17013788 04/13/2022 06:13:17 - INFO - __main__ - global_steps 303850 loss: 0.17093195 04/13/2022 06:13:22 - INFO - __main__ - global_steps 303900 loss: 0.18587283 04/13/2022 06:13:27 - INFO - __main__ - global_steps 303950 loss: 0.11636515 04/13/2022 06:13:31 - INFO - __main__ - global_steps 304000 loss: 0.11550710 04/13/2022 06:13:36 - INFO - __main__ - global_steps 304050 loss: 0.19830281 04/13/2022 06:13:41 - INFO - __main__ - global_steps 304100 loss: 0.18563781 04/13/2022 06:13:46 - INFO - __main__ - global_steps 304150 loss: 0.22010751 04/13/2022 06:13:50 - INFO - __main__ - global_steps 304200 loss: 0.13362900 04/13/2022 06:13:55 - INFO - __main__ - global_steps 304250 loss: 0.18854550 04/13/2022 06:13:59 - INFO - __main__ - global_steps 304300 loss: 0.15115058 04/13/2022 06:14:04 - INFO - __main__ - global_steps 304350 loss: 0.14095101 04/13/2022 06:14:09 - INFO - __main__ - global_steps 304400 loss: 0.21780236 04/13/2022 06:14:13 - INFO - __main__ - global_steps 304450 loss: 0.18501530 04/13/2022 06:14:18 - INFO - __main__ - global_steps 304500 loss: 0.12167236 04/13/2022 06:14:23 - INFO - __main__ - global_steps 304550 loss: 0.15912424 04/13/2022 06:14:27 - INFO - __main__ - global_steps 304600 loss: 0.14950300 04/13/2022 06:14:32 - INFO - __main__ - global_steps 304650 loss: 0.16837333 04/13/2022 06:14:37 - INFO - __main__ - global_steps 304700 loss: 0.16075748 04/13/2022 06:14:42 - INFO - __main__ - global_steps 304750 loss: 0.11731908 04/13/2022 06:14:46 - INFO - __main__ - global_steps 304800 loss: 0.13234155 04/13/2022 06:14:51 - INFO - __main__ - global_steps 304850 loss: 0.11531195 04/13/2022 06:14:56 - INFO - __main__ - global_steps 304900 loss: 0.17708056 04/13/2022 06:15:01 - INFO - __main__ - global_steps 304950 loss: 0.14633542 04/13/2022 06:15:06 - INFO - __main__ - global_steps 305000 loss: 0.15232699 04/13/2022 06:15:06 - INFO - __main__ - ********** Running evaluating ********** 04/13/2022 06:15:10 - INFO - __main__ - ########## val_ar_acc 0.697991967871486 ########## 04/13/2022 06:15:15 - INFO - __main__ - ########## val_bg_acc 0.7365461847389558 ########## 04/13/2022 06:15:19 - INFO - __main__ - ########## val_de_acc 0.7441767068273092 ########## 04/13/2022 06:15:24 - INFO - __main__ - ########## val_el_acc 0.7397590361445783 ########## 04/13/2022 06:15:28 - INFO - __main__ - ########## val_en_acc 0.8417670682730923 ########## 04/13/2022 06:15:33 - INFO - __main__ - ########## val_es_acc 0.7823293172690763 ########## 04/13/2022 06:15:38 - INFO - __main__ - ########## val_fr_acc 0.7670682730923695 ########## 04/13/2022 06:15:43 - INFO - __main__ - ########## val_hi_acc 0.6678714859437751 ########## 04/13/2022 06:15:47 - INFO - __main__ - ########## val_ru_acc 0.7164658634538152 ########## 04/13/2022 06:15:52 - INFO - __main__ - ########## val_sw_acc 0.6558232931726907 ########## 04/13/2022 06:15:56 - INFO - __main__ - ########## val_th_acc 0.678714859437751 ########## 04/13/2022 06:16:01 - INFO - __main__ - ########## val_tr_acc 0.7004016064257028 ########## 04/13/2022 06:16:05 - INFO - __main__ - ########## val_ur_acc 0.6196787148594377 ########## 04/13/2022 06:16:10 - INFO - __main__ - ########## val_vi_acc 0.7188755020080321 ########## 04/13/2022 06:16:14 - INFO - __main__ - ########## val_zh_acc 0.7248995983935743 ########## 04/13/2022 06:16:23 - INFO - __main__ - ########## test_ar_acc 0.7021956087824351 ########## 04/13/2022 06:16:33 - INFO - __main__ - ########## test_bg_acc 0.7461077844311377 ########## 04/13/2022 06:16:42 - INFO - __main__ - ########## test_de_acc 0.7469061876247505 ########## 04/13/2022 06:16:52 - INFO - __main__ - ########## test_el_acc 0.730938123752495 ########## 04/13/2022 06:17:01 - INFO - __main__ - ########## test_en_acc 0.8389221556886227 ########## 04/13/2022 06:17:10 - INFO - __main__ - ########## test_es_acc 0.7766467065868263 ########## 04/13/2022 06:17:20 - INFO - __main__ - ########## test_fr_acc 0.7728542914171657 ########## 04/13/2022 06:17:30 - INFO - __main__ - ########## test_hi_acc 0.6584830339321357 ########## 04/13/2022 06:17:39 - INFO - __main__ - ########## test_ru_acc 0.7301397205588822 ########## 04/13/2022 06:17:48 - INFO - __main__ - ########## test_sw_acc 0.6554890219560878 ########## 04/13/2022 06:17:57 - INFO - __main__ - ########## test_th_acc 0.67624750499002 ########## 04/13/2022 06:18:06 - INFO - __main__ - ########## test_tr_acc 0.6958083832335329 ########## 04/13/2022 06:18:16 - INFO - __main__ - ########## test_ur_acc 0.6211576846307385 ########## 04/13/2022 06:18:25 - INFO - __main__ - ########## test_vi_acc 0.7155688622754491 ########## 04/13/2022 06:18:34 - INFO - __main__ - ########## test_zh_acc 0.716566866267465 ########## 04/13/2022 06:18:34 - INFO - __main__ - val_ar_acc = 0.697991967871486 04/13/2022 06:18:34 - INFO - __main__ - val_bg_acc = 0.7365461847389558 04/13/2022 06:18:34 - INFO - __main__ - val_de_acc = 0.7441767068273092 04/13/2022 06:18:34 - INFO - __main__ - val_el_acc = 0.7397590361445783 04/13/2022 06:18:34 - INFO - __main__ - val_en_acc = 0.8417670682730923 04/13/2022 06:18:34 - INFO - __main__ - val_es_acc = 0.7823293172690763 04/13/2022 06:18:34 - INFO - __main__ - val_fr_acc = 0.7670682730923695 04/13/2022 06:18:34 - INFO - __main__ - val_hi_acc = 0.6678714859437751 04/13/2022 06:18:34 - INFO - __main__ - val_ru_acc = 0.7164658634538152 04/13/2022 06:18:34 - INFO - __main__ - val_sw_acc = 0.6558232931726907 04/13/2022 06:18:34 - INFO - __main__ - val_th_acc = 0.678714859437751 04/13/2022 06:18:34 - INFO - __main__ - val_tr_acc = 0.7004016064257028 04/13/2022 06:18:34 - INFO - __main__ - val_ur_acc = 0.6196787148594377 04/13/2022 06:18:34 - INFO - __main__ - val_vi_acc = 0.7188755020080321 04/13/2022 06:18:34 - INFO - __main__ - val_zh_acc = 0.7248995983935743 04/13/2022 06:18:34 - INFO - __main__ - val_avg_acc = 0.7194912985274431 04/13/2022 06:18:34 - INFO - __main__ - test_ar_acc = 0.7021956087824351 04/13/2022 06:18:34 - INFO - __main__ - test_bg_acc = 0.7461077844311377 04/13/2022 06:18:34 - INFO - __main__ - test_de_acc = 0.7469061876247505 04/13/2022 06:18:34 - INFO - __main__ - test_el_acc = 0.730938123752495 04/13/2022 06:18:34 - INFO - __main__ - test_en_acc = 0.8389221556886227 04/13/2022 06:18:34 - INFO - __main__ - test_es_acc = 0.7766467065868263 04/13/2022 06:18:34 - INFO - __main__ - test_fr_acc = 0.7728542914171657 04/13/2022 06:18:34 - INFO - __main__ - test_hi_acc = 0.6584830339321357 04/13/2022 06:18:34 - INFO - __main__ - test_ru_acc = 0.7301397205588822 04/13/2022 06:18:34 - INFO - __main__ - test_sw_acc = 0.6554890219560878 04/13/2022 06:18:34 - INFO - __main__ - test_th_acc = 0.67624750499002 04/13/2022 06:18:34 - INFO - __main__ - test_tr_acc = 0.6958083832335329 04/13/2022 06:18:34 - INFO - __main__ - test_ur_acc = 0.6211576846307385 04/13/2022 06:18:34 - INFO - __main__ - test_vi_acc = 0.7155688622754491 04/13/2022 06:18:34 - INFO - __main__ - test_zh_acc = 0.716566866267465 04/13/2022 06:18:34 - INFO - __main__ - test_avg_acc = 0.7189354624085162 04/13/2022 06:18:35 - INFO - utils - remove old ckpt: xnli_right_avg_new/ckpt/step-305000-test_avg_acc-0.7189354624085162-val_avg_acc-0.7194912985274431 04/13/2022 06:18:35 - INFO - __main__ - ********** Evaluating Done ********** 04/13/2022 06:18:40 - INFO - __main__ - global_steps 305050 loss: 0.13029697 04/13/2022 06:18:45 - INFO - __main__ - global_steps 305100 loss: 0.12855636 04/13/2022 06:18:50 - INFO - __main__ - global_steps 305150 loss: 0.19901704 04/13/2022 06:18:55 - INFO - __main__ - global_steps 305200 loss: 0.19407269 04/13/2022 06:18:59 - INFO - __main__ - global_steps 305250 loss: 0.12379503 04/13/2022 06:19:04 - INFO - __main__ - global_steps 305300 loss: 0.15398616 04/13/2022 06:19:09 - INFO - __main__ - global_steps 305350 loss: 0.16789977 04/13/2022 06:19:14 - INFO - __main__ - global_steps 305400 loss: 0.13515685 04/13/2022 06:19:18 - INFO - __main__ - global_steps 305450 loss: 0.17937231 04/13/2022 06:19:23 - INFO - __main__ - global_steps 305500 loss: 0.13897055 04/13/2022 06:19:28 - INFO - __main__ - global_steps 305550 loss: 0.16829263 04/13/2022 06:19:33 - INFO - __main__ - global_steps 305600 loss: 0.15584490 04/13/2022 06:19:37 - INFO - __main__ - global_steps 305650 loss: 0.23071412 04/13/2022 06:19:42 - INFO - __main__ - global_steps 305700 loss: 0.21452267 04/13/2022 06:19:47 - INFO - __main__ - global_steps 305750 loss: 0.16063003 04/13/2022 06:19:52 - INFO - __main__ - global_steps 305800 loss: 0.11901305 04/13/2022 06:19:56 - INFO - __main__ - global_steps 305850 loss: 0.21700103 04/13/2022 06:20:01 - INFO - __main__ - global_steps 305900 loss: 0.17541153 04/13/2022 06:20:06 - INFO - __main__ - global_steps 305950 loss: 0.17746967 04/13/2022 06:20:11 - INFO - __main__ - global_steps 306000 loss: 0.14416569 04/13/2022 06:20:16 - INFO - __main__ - global_steps 306050 loss: 0.14389552 04/13/2022 06:20:20 - INFO - __main__ - global_steps 306100 loss: 0.14453570 04/13/2022 06:20:25 - INFO - __main__ - global_steps 306150 loss: 0.17027576 04/13/2022 06:20:30 - INFO - __main__ - global_steps 306200 loss: 0.15743935 04/13/2022 06:20:35 - INFO - __main__ - global_steps 306250 loss: 0.14468343 04/13/2022 06:20:39 - INFO - __main__ - global_steps 306300 loss: 0.14357576 04/13/2022 06:20:44 - INFO - __main__ - global_steps 306350 loss: 0.11916490 04/13/2022 06:20:49 - INFO - __main__ - global_steps 306400 loss: 0.13499655 04/13/2022 06:20:54 - INFO - __main__ - global_steps 306450 loss: 0.14903453 04/13/2022 06:20:58 - INFO - __main__ - global_steps 306500 loss: 0.16301520 04/13/2022 06:21:03 - INFO - __main__ - global_steps 306550 loss: 0.22549877 04/13/2022 06:21:08 - INFO - __main__ - global_steps 306600 loss: 0.16065239 04/13/2022 06:21:13 - INFO - __main__ - global_steps 306650 loss: 0.17519013 04/13/2022 06:21:18 - INFO - __main__ - global_steps 306700 loss: 0.23480371 04/13/2022 06:21:22 - INFO - __main__ - global_steps 306750 loss: 0.14225295 04/13/2022 06:21:27 - INFO - __main__ - global_steps 306800 loss: 0.15401099 04/13/2022 06:21:32 - INFO - __main__ - global_steps 306850 loss: 0.14450420 04/13/2022 06:21:37 - INFO - __main__ - global_steps 306900 loss: 0.15183133 04/13/2022 06:21:41 - INFO - __main__ - global_steps 306950 loss: 0.18675291 04/13/2022 06:21:46 - INFO - __main__ - global_steps 307000 loss: 0.14900834 04/13/2022 06:21:51 - INFO - __main__ - global_steps 307050 loss: 0.14276458 04/13/2022 06:21:56 - INFO - __main__ - global_steps 307100 loss: 0.11503407 04/13/2022 06:22:00 - INFO - __main__ - global_steps 307150 loss: 0.22553672 04/13/2022 06:22:05 - INFO - __main__ - global_steps 307200 loss: 0.12838971 04/13/2022 06:22:10 - INFO - __main__ - global_steps 307250 loss: 0.20533469 04/13/2022 06:22:15 - INFO - __main__ - global_steps 307300 loss: 0.16893289 04/13/2022 06:22:19 - INFO - __main__ - global_steps 307350 loss: 0.15125953 04/13/2022 06:22:24 - INFO - __main__ - global_steps 307400 loss: 0.14783528 04/13/2022 06:22:29 - INFO - __main__ - global_steps 307450 loss: 0.17460328 04/13/2022 06:22:34 - INFO - __main__ - global_steps 307500 loss: 0.16450125 04/13/2022 06:22:34 - INFO - __main__ - ********** Running evaluating ********** 04/13/2022 06:22:38 - INFO - __main__ - ########## val_ar_acc 0.6959839357429719 ########## 04/13/2022 06:22:43 - INFO - __main__ - ########## val_bg_acc 0.734136546184739 ########## 04/13/2022 06:22:47 - INFO - __main__ - ########## val_de_acc 0.7457831325301205 ########## 04/13/2022 06:22:52 - INFO - __main__ - ########## val_el_acc 0.7317269076305221 ########## 04/13/2022 06:22:57 - INFO - __main__ - ########## val_en_acc 0.8389558232931726 ########## 04/13/2022 06:23:01 - INFO - __main__ - ########## val_es_acc 0.7843373493975904 ########## 04/13/2022 06:23:06 - INFO - __main__ - ########## val_fr_acc 0.763855421686747 ########## 04/13/2022 06:23:11 - INFO - __main__ - ########## val_hi_acc 0.6666666666666666 ########## 04/13/2022 06:23:15 - INFO - __main__ - ########## val_ru_acc 0.7128514056224899 ########## 04/13/2022 06:23:20 - INFO - __main__ - ########## val_sw_acc 0.6510040160642571 ########## 04/13/2022 06:23:24 - INFO - __main__ - ########## val_th_acc 0.6726907630522089 ########## 04/13/2022 06:23:29 - INFO - __main__ - ########## val_tr_acc 0.6931726907630522 ########## 04/13/2022 06:23:34 - INFO - __main__ - ########## val_ur_acc 0.6164658634538153 ########## 04/13/2022 06:23:38 - INFO - __main__ - ########## val_vi_acc 0.7164658634538152 ########## 04/13/2022 06:23:43 - INFO - __main__ - ########## val_zh_acc 0.7204819277108434 ########## 04/13/2022 06:23:52 - INFO - __main__ - ########## test_ar_acc 0.7053892215568862 ########## 04/13/2022 06:24:01 - INFO - __main__ - ########## test_bg_acc 0.7449101796407186 ########## 04/13/2022 06:24:11 - INFO - __main__ - ########## test_de_acc 0.7391217564870259 ########## 04/13/2022 06:24:20 - INFO - __main__ - ########## test_el_acc 0.7275449101796407 ########## 04/13/2022 06:24:29 - INFO - __main__ - ########## test_en_acc 0.8365269461077844 ########## 04/13/2022 06:24:39 - INFO - __main__ - ########## test_es_acc 0.7756487025948103 ########## 04/13/2022 06:24:48 - INFO - __main__ - ########## test_fr_acc 0.7644710578842315 ########## 04/13/2022 06:24:58 - INFO - __main__ - ########## test_hi_acc 0.6590818363273453 ########## 04/13/2022 06:25:08 - INFO - __main__ - ########## test_ru_acc 0.7229540918163673 ########## 04/13/2022 06:25:17 - INFO - __main__ - ########## test_sw_acc 0.6568862275449102 ########## 04/13/2022 06:25:26 - INFO - __main__ - ########## test_th_acc 0.6786427145708582 ########## 04/13/2022 06:25:34 - INFO - __main__ - ########## test_tr_acc 0.6882235528942116 ########## 04/13/2022 06:25:43 - INFO - __main__ - ########## test_ur_acc 0.6159680638722554 ########## 04/13/2022 06:25:52 - INFO - __main__ - ########## test_vi_acc 0.7127744510978044 ########## 04/13/2022 06:26:01 - INFO - __main__ - ########## test_zh_acc 0.7075848303393214 ########## 04/13/2022 06:26:01 - INFO - __main__ - val_ar_acc = 0.6959839357429719 04/13/2022 06:26:01 - INFO - __main__ - val_bg_acc = 0.734136546184739 04/13/2022 06:26:01 - INFO - __main__ - val_de_acc = 0.7457831325301205 04/13/2022 06:26:01 - INFO - __main__ - val_el_acc = 0.7317269076305221 04/13/2022 06:26:01 - INFO - __main__ - val_en_acc = 0.8389558232931726 04/13/2022 06:26:01 - INFO - __main__ - val_es_acc = 0.7843373493975904 04/13/2022 06:26:01 - INFO - __main__ - val_fr_acc = 0.763855421686747 04/13/2022 06:26:01 - INFO - __main__ - val_hi_acc = 0.6666666666666666 04/13/2022 06:26:01 - INFO - __main__ - val_ru_acc = 0.7128514056224899 04/13/2022 06:26:01 - INFO - __main__ - val_sw_acc = 0.6510040160642571 04/13/2022 06:26:01 - INFO - __main__ - val_th_acc = 0.6726907630522089 04/13/2022 06:26:01 - INFO - __main__ - val_tr_acc = 0.6931726907630522 04/13/2022 06:26:01 - INFO - __main__ - val_ur_acc = 0.6164658634538153 04/13/2022 06:26:01 - INFO - __main__ - val_vi_acc = 0.7164658634538152 04/13/2022 06:26:01 - INFO - __main__ - val_zh_acc = 0.7204819277108434 04/13/2022 06:26:01 - INFO - __main__ - val_avg_acc = 0.7163052208835341 04/13/2022 06:26:01 - INFO - __main__ - test_ar_acc = 0.7053892215568862 04/13/2022 06:26:01 - INFO - __main__ - test_bg_acc = 0.7449101796407186 04/13/2022 06:26:01 - INFO - __main__ - test_de_acc = 0.7391217564870259 04/13/2022 06:26:01 - INFO - __main__ - test_el_acc = 0.7275449101796407 04/13/2022 06:26:01 - INFO - __main__ - test_en_acc = 0.8365269461077844 04/13/2022 06:26:01 - INFO - __main__ - test_es_acc = 0.7756487025948103 04/13/2022 06:26:01 - INFO - __main__ - test_fr_acc = 0.7644710578842315 04/13/2022 06:26:01 - INFO - __main__ - test_hi_acc = 0.6590818363273453 04/13/2022 06:26:01 - INFO - __main__ - test_ru_acc = 0.7229540918163673 04/13/2022 06:26:01 - INFO - __main__ - test_sw_acc = 0.6568862275449102 04/13/2022 06:26:01 - INFO - __main__ - test_th_acc = 0.6786427145708582 04/13/2022 06:26:01 - INFO - __main__ - test_tr_acc = 0.6882235528942116 04/13/2022 06:26:01 - INFO - __main__ - test_ur_acc = 0.6159680638722554 04/13/2022 06:26:01 - INFO - __main__ - test_vi_acc = 0.7127744510978044 04/13/2022 06:26:01 - INFO - __main__ - test_zh_acc = 0.7075848303393214 04/13/2022 06:26:01 - INFO - __main__ - test_avg_acc = 0.715715236194278 04/13/2022 06:26:03 - INFO - utils - remove old ckpt: xnli_right_avg_new/ckpt/step-307500-test_avg_acc-0.715715236194278-val_avg_acc-0.7163052208835341 04/13/2022 06:26:03 - INFO - __main__ - ********** Evaluating Done ********** 04/13/2022 06:26:08 - INFO - __main__ - global_steps 307550 loss: 0.16815655 04/13/2022 06:26:12 - INFO - __main__ - global_steps 307600 loss: 0.14695265 04/13/2022 06:26:17 - INFO - __main__ - global_steps 307650 loss: 0.14927675 04/13/2022 06:26:22 - INFO - __main__ - global_steps 307700 loss: 0.13850640 04/13/2022 06:26:27 - INFO - __main__ - global_steps 307750 loss: 0.18115134 04/13/2022 06:26:32 - INFO - __main__ - global_steps 307800 loss: 0.11459453 04/13/2022 06:26:36 - INFO - __main__ - global_steps 307850 loss: 0.22668272 04/13/2022 06:26:41 - INFO - __main__ - global_steps 307900 loss: 0.12005602 04/13/2022 06:26:46 - INFO - __main__ - global_steps 307950 loss: 0.15465353 04/13/2022 06:26:51 - INFO - __main__ - global_steps 308000 loss: 0.16969104 04/13/2022 06:26:55 - INFO - __main__ - global_steps 308050 loss: 0.19172613 04/13/2022 06:27:00 - INFO - __main__ - global_steps 308100 loss: 0.13915605 04/13/2022 06:27:04 - INFO - __main__ - global_steps 308150 loss: 0.16671368 04/13/2022 06:27:09 - INFO - __main__ - global_steps 308200 loss: 0.18620692 04/13/2022 06:27:14 - INFO - __main__ - global_steps 308250 loss: 0.16803007 04/13/2022 06:27:18 - INFO - __main__ - global_steps 308300 loss: 0.15256591 04/13/2022 06:27:23 - INFO - __main__ - global_steps 308350 loss: 0.12053376 04/13/2022 06:27:28 - INFO - __main__ - global_steps 308400 loss: 0.14306924 04/13/2022 06:27:33 - INFO - __main__ - global_steps 308450 loss: 0.17764355 04/13/2022 06:27:37 - INFO - __main__ - global_steps 308500 loss: 0.17440787 04/13/2022 06:27:42 - INFO - __main__ - global_steps 308550 loss: 0.15063010 04/13/2022 06:27:46 - INFO - __main__ - global_steps 308600 loss: 0.12136738 04/13/2022 06:27:51 - INFO - __main__ - global_steps 308650 loss: 0.11717834 04/13/2022 06:27:55 - INFO - __main__ - global_steps 308700 loss: 0.16812612 04/13/2022 06:28:00 - INFO - __main__ - global_steps 308750 loss: 0.09798873 04/13/2022 06:28:05 - INFO - __main__ - global_steps 308800 loss: 0.11320984 04/13/2022 06:28:10 - INFO - __main__ - global_steps 308850 loss: 0.14809331 04/13/2022 06:28:14 - INFO - __main__ - global_steps 308900 loss: 0.17447736 04/13/2022 06:28:19 - INFO - __main__ - global_steps 308950 loss: 0.26089264 04/13/2022 06:28:24 - INFO - __main__ - global_steps 309000 loss: 0.11103029 04/13/2022 06:28:29 - INFO - __main__ - global_steps 309050 loss: 0.19337541 04/13/2022 06:28:33 - INFO - __main__ - global_steps 309100 loss: 0.15861802 04/13/2022 06:28:38 - INFO - __main__ - global_steps 309150 loss: 0.14686035 04/13/2022 06:28:43 - INFO - __main__ - global_steps 309200 loss: 0.16008935 04/13/2022 06:28:48 - INFO - __main__ - global_steps 309250 loss: 0.10942865 04/13/2022 06:28:52 - INFO - __main__ - global_steps 309300 loss: 0.10658320 04/13/2022 06:28:57 - INFO - __main__ - global_steps 309350 loss: 0.11211005 04/13/2022 06:29:02 - INFO - __main__ - global_steps 309400 loss: 0.18603572 04/13/2022 06:29:07 - INFO - __main__ - global_steps 309450 loss: 0.14070314 04/13/2022 06:29:11 - INFO - __main__ - global_steps 309500 loss: 0.13151319 04/13/2022 06:29:16 - INFO - __main__ - global_steps 309550 loss: 0.13249830 04/13/2022 06:29:21 - INFO - __main__ - global_steps 309600 loss: 0.14039371 04/13/2022 06:29:26 - INFO - __main__ - global_steps 309650 loss: 0.24021074 04/13/2022 06:29:30 - INFO - __main__ - global_steps 309700 loss: 0.21156916 04/13/2022 06:29:35 - INFO - __main__ - global_steps 309750 loss: 0.11756588 04/13/2022 06:29:40 - INFO - __main__ - global_steps 309800 loss: 0.17979408 04/13/2022 06:29:44 - INFO - __main__ - global_steps 309850 loss: 0.17448563 04/13/2022 06:29:49 - INFO - __main__ - global_steps 309900 loss: 0.17601939 04/13/2022 06:29:54 - INFO - __main__ - global_steps 309950 loss: 0.14877961 04/13/2022 06:29:58 - INFO - __main__ - global_steps 310000 loss: 0.10073089 04/13/2022 06:29:58 - INFO - __main__ - ********** Running evaluating ********** 04/13/2022 06:30:03 - INFO - __main__ - ########## val_ar_acc 0.7048192771084337 ########## 04/13/2022 06:30:07 - INFO - __main__ - ########## val_bg_acc 0.7437751004016064 ########## 04/13/2022 06:30:12 - INFO - __main__ - ########## val_de_acc 0.7542168674698795 ########## 04/13/2022 06:30:17 - INFO - __main__ - ########## val_el_acc 0.7449799196787149 ########## 04/13/2022 06:30:21 - INFO - __main__ - ########## val_en_acc 0.8497991967871485 ########## 04/13/2022 06:30:25 - INFO - __main__ - ########## val_es_acc 0.7839357429718875 ########## 04/13/2022 06:30:30 - INFO - __main__ - ########## val_fr_acc 0.7690763052208835 ########## 04/13/2022 06:30:35 - INFO - __main__ - ########## val_hi_acc 0.6714859437751004 ########## 04/13/2022 06:30:40 - INFO - __main__ - ########## val_ru_acc 0.7208835341365462 ########## 04/13/2022 06:30:44 - INFO - __main__ - ########## val_sw_acc 0.6638554216867469 ########## 04/13/2022 06:30:49 - INFO - __main__ - ########## val_th_acc 0.6863453815261045 ########## 04/13/2022 06:30:53 - INFO - __main__ - ########## val_tr_acc 0.7060240963855422 ########## 04/13/2022 06:30:58 - INFO - __main__ - ########## val_ur_acc 0.6269076305220883 ########## 04/13/2022 06:31:02 - INFO - __main__ - ########## val_vi_acc 0.7244979919678715 ########## 04/13/2022 06:31:07 - INFO - __main__ - ########## val_zh_acc 0.7301204819277108 ########## 04/13/2022 06:31:16 - INFO - __main__ - ########## test_ar_acc 0.7119760479041917 ########## 04/13/2022 06:31:25 - INFO - __main__ - ########## test_bg_acc 0.7558882235528942 ########## 04/13/2022 06:31:34 - INFO - __main__ - ########## test_de_acc 0.756686626746507 ########## 04/13/2022 06:31:43 - INFO - __main__ - ########## test_el_acc 0.7373253493013973 ########## 04/13/2022 06:31:52 - INFO - __main__ - ########## test_en_acc 0.8411177644710579 ########## 04/13/2022 06:32:01 - INFO - __main__ - ########## test_es_acc 0.7850299401197605 ########## 04/13/2022 06:32:11 - INFO - __main__ - ########## test_fr_acc 0.7728542914171657 ########## 04/13/2022 06:32:20 - INFO - __main__ - ########## test_hi_acc 0.6640718562874252 ########## 04/13/2022 06:32:29 - INFO - __main__ - ########## test_ru_acc 0.7359281437125749 ########## 04/13/2022 06:32:38 - INFO - __main__ - ########## test_sw_acc 0.6672654690618762 ########## 04/13/2022 06:32:46 - INFO - __main__ - ########## test_th_acc 0.6836327345309381 ########## 04/13/2022 06:32:55 - INFO - __main__ - ########## test_tr_acc 0.7027944111776447 ########## 04/13/2022 06:33:05 - INFO - __main__ - ########## test_ur_acc 0.6259481037924152 ########## 04/13/2022 06:33:14 - INFO - __main__ - ########## test_vi_acc 0.7169660678642714 ########## 04/13/2022 06:33:23 - INFO - __main__ - ########## test_zh_acc 0.7183632734530938 ########## 04/13/2022 06:33:23 - INFO - __main__ - val_ar_acc = 0.7048192771084337 04/13/2022 06:33:23 - INFO - __main__ - val_bg_acc = 0.7437751004016064 04/13/2022 06:33:23 - INFO - __main__ - val_de_acc = 0.7542168674698795 04/13/2022 06:33:23 - INFO - __main__ - val_el_acc = 0.7449799196787149 04/13/2022 06:33:23 - INFO - __main__ - val_en_acc = 0.8497991967871485 04/13/2022 06:33:23 - INFO - __main__ - val_es_acc = 0.7839357429718875 04/13/2022 06:33:23 - INFO - __main__ - val_fr_acc = 0.7690763052208835 04/13/2022 06:33:23 - INFO - __main__ - val_hi_acc = 0.6714859437751004 04/13/2022 06:33:23 - INFO - __main__ - val_ru_acc = 0.7208835341365462 04/13/2022 06:33:23 - INFO - __main__ - val_sw_acc = 0.6638554216867469 04/13/2022 06:33:23 - INFO - __main__ - val_th_acc = 0.6863453815261045 04/13/2022 06:33:23 - INFO - __main__ - val_tr_acc = 0.7060240963855422 04/13/2022 06:33:23 - INFO - __main__ - val_ur_acc = 0.6269076305220883 04/13/2022 06:33:23 - INFO - __main__ - val_vi_acc = 0.7244979919678715 04/13/2022 06:33:23 - INFO - __main__ - val_zh_acc = 0.7301204819277108 04/13/2022 06:33:23 - INFO - __main__ - val_avg_acc = 0.7253815261044176 04/13/2022 06:33:23 - INFO - __main__ - test_ar_acc = 0.7119760479041917 04/13/2022 06:33:23 - INFO - __main__ - test_bg_acc = 0.7558882235528942 04/13/2022 06:33:23 - INFO - __main__ - test_de_acc = 0.756686626746507 04/13/2022 06:33:23 - INFO - __main__ - test_el_acc = 0.7373253493013973 04/13/2022 06:33:23 - INFO - __main__ - test_en_acc = 0.8411177644710579 04/13/2022 06:33:23 - INFO - __main__ - test_es_acc = 0.7850299401197605 04/13/2022 06:33:23 - INFO - __main__ - test_fr_acc = 0.7728542914171657 04/13/2022 06:33:23 - INFO - __main__ - test_hi_acc = 0.6640718562874252 04/13/2022 06:33:23 - INFO - __main__ - test_ru_acc = 0.7359281437125749 04/13/2022 06:33:23 - INFO - __main__ - test_sw_acc = 0.6672654690618762 04/13/2022 06:33:23 - INFO - __main__ - test_th_acc = 0.6836327345309381 04/13/2022 06:33:23 - INFO - __main__ - test_tr_acc = 0.7027944111776447 04/13/2022 06:33:23 - INFO - __main__ - test_ur_acc = 0.6259481037924152 04/13/2022 06:33:23 - INFO - __main__ - test_vi_acc = 0.7169660678642714 04/13/2022 06:33:23 - INFO - __main__ - test_zh_acc = 0.7183632734530938 04/13/2022 06:33:23 - INFO - __main__ - test_avg_acc = 0.7250565535595475 04/13/2022 06:33:24 - INFO - utils - remove old ckpt: xnli_right_avg_new/ckpt/step-310000-test_avg_acc-0.7250565535595475-val_avg_acc-0.7253815261044176 04/13/2022 06:33:24 - INFO - __main__ - ********** Evaluating Done ********** 04/13/2022 06:33:29 - INFO - __main__ - global_steps 310050 loss: 0.15478134 04/13/2022 06:33:34 - INFO - __main__ - global_steps 310100 loss: 0.13577620 04/13/2022 06:33:39 - INFO - __main__ - global_steps 310150 loss: 0.12328251 04/13/2022 06:33:43 - INFO - __main__ - global_steps 310200 loss: 0.15463725 04/13/2022 06:33:48 - INFO - __main__ - global_steps 310250 loss: 0.14758808 04/13/2022 06:33:53 - INFO - __main__ - global_steps 310300 loss: 0.12141953 04/13/2022 06:33:57 - INFO - __main__ - global_steps 310350 loss: 0.19013915 04/13/2022 06:34:02 - INFO - __main__ - global_steps 310400 loss: 0.13792713 04/13/2022 06:34:07 - INFO - __main__ - global_steps 310450 loss: 0.11419964 04/13/2022 06:34:11 - INFO - __main__ - global_steps 310500 loss: 0.10288280 04/13/2022 06:34:16 - INFO - __main__ - global_steps 310550 loss: 0.13258858 04/13/2022 06:34:21 - INFO - __main__ - global_steps 310600 loss: 0.21492711 04/13/2022 06:34:26 - INFO - __main__ - global_steps 310650 loss: 0.16067272 04/13/2022 06:34:30 - INFO - __main__ - global_steps 310700 loss: 0.14561395 04/13/2022 06:34:35 - INFO - __main__ - global_steps 310750 loss: 0.11636765 04/13/2022 06:34:40 - INFO - __main__ - global_steps 310800 loss: 0.16411458 04/13/2022 06:34:45 - INFO - __main__ - global_steps 310850 loss: 0.21014169 04/13/2022 06:34:50 - INFO - __main__ - global_steps 310900 loss: 0.13107045 04/13/2022 06:34:54 - INFO - __main__ - global_steps 310950 loss: 0.16279763 04/13/2022 06:34:59 - INFO - __main__ - global_steps 311000 loss: 0.11159173 04/13/2022 06:35:04 - INFO - __main__ - global_steps 311050 loss: 0.13825681 04/13/2022 06:35:09 - INFO - __main__ - global_steps 311100 loss: 0.10477996 04/13/2022 06:35:13 - INFO - __main__ - global_steps 311150 loss: 0.17186281 04/13/2022 06:35:18 - INFO - __main__ - global_steps 311200 loss: 0.16062302 04/13/2022 06:35:23 - INFO - __main__ - global_steps 311250 loss: 0.13041089 04/13/2022 06:35:28 - INFO - __main__ - global_steps 311300 loss: 0.13305338 04/13/2022 06:35:32 - INFO - __main__ - global_steps 311350 loss: 0.16291613 04/13/2022 06:35:37 - INFO - __main__ - global_steps 311400 loss: 0.15356783 04/13/2022 06:35:42 - INFO - __main__ - global_steps 311450 loss: 0.13659113 04/13/2022 06:35:46 - INFO - __main__ - global_steps 311500 loss: 0.11580319 04/13/2022 06:35:51 - INFO - __main__ - global_steps 311550 loss: 0.15540677 04/13/2022 06:35:56 - INFO - __main__ - global_steps 311600 loss: 0.17350552 04/13/2022 06:36:00 - INFO - __main__ - global_steps 311650 loss: 0.16685564 04/13/2022 06:36:05 - INFO - __main__ - global_steps 311700 loss: 0.14226373 04/13/2022 06:36:10 - INFO - __main__ - global_steps 311750 loss: 0.17574438 04/13/2022 06:36:14 - INFO - __main__ - global_steps 311800 loss: 0.17476536 04/13/2022 06:36:19 - INFO - __main__ - global_steps 311850 loss: 0.19779409 04/13/2022 06:36:24 - INFO - __main__ - global_steps 311900 loss: 0.18286364 04/13/2022 06:36:29 - INFO - __main__ - global_steps 311950 loss: 0.14660937 04/13/2022 06:36:33 - INFO - __main__ - global_steps 312000 loss: 0.15602870 04/13/2022 06:36:38 - INFO - __main__ - global_steps 312050 loss: 0.11119633 04/13/2022 06:36:42 - INFO - __main__ - global_steps 312100 loss: 0.20197793 04/13/2022 06:36:47 - INFO - __main__ - global_steps 312150 loss: 0.14431143 04/13/2022 06:36:52 - INFO - __main__ - global_steps 312200 loss: 0.18927782 04/13/2022 06:36:57 - INFO - __main__ - global_steps 312250 loss: 0.12048020 04/13/2022 06:37:01 - INFO - __main__ - global_steps 312300 loss: 0.18787457 04/13/2022 06:37:06 - INFO - __main__ - global_steps 312350 loss: 0.18009212 04/13/2022 06:37:10 - INFO - __main__ - global_steps 312400 loss: 0.15224255 04/13/2022 06:37:15 - INFO - __main__ - global_steps 312450 loss: 0.17491854 04/13/2022 06:37:19 - INFO - __main__ - global_steps 312500 loss: 0.13373299 04/13/2022 06:37:19 - INFO - __main__ - ********** Running evaluating ********** 04/13/2022 06:37:24 - INFO - __main__ - ########## val_ar_acc 0.7152610441767068 ########## 04/13/2022 06:37:29 - INFO - __main__ - ########## val_bg_acc 0.7417670682730924 ########## 04/13/2022 06:37:33 - INFO - __main__ - ########## val_de_acc 0.7558232931726908 ########## 04/13/2022 06:37:38 - INFO - __main__ - ########## val_el_acc 0.7421686746987952 ########## 04/13/2022 06:37:42 - INFO - __main__ - ########## val_en_acc 0.8377510040160643 ########## 04/13/2022 06:37:47 - INFO - __main__ - ########## val_es_acc 0.7811244979919679 ########## 04/13/2022 06:37:51 - INFO - __main__ - ########## val_fr_acc 0.765863453815261 ########## 04/13/2022 06:37:56 - INFO - __main__ - ########## val_hi_acc 0.6698795180722892 ########## 04/13/2022 06:38:01 - INFO - __main__ - ########## val_ru_acc 0.7224899598393574 ########## 04/13/2022 06:38:06 - INFO - __main__ - ########## val_sw_acc 0.6654618473895583 ########## 04/13/2022 06:38:10 - INFO - __main__ - ########## val_th_acc 0.6819277108433734 ########## 04/13/2022 06:38:14 - INFO - __main__ - ########## val_tr_acc 0.7136546184738956 ########## 04/13/2022 06:38:19 - INFO - __main__ - ########## val_ur_acc 0.6277108433734939 ########## 04/13/2022 06:38:24 - INFO - __main__ - ########## val_vi_acc 0.7188755020080321 ########## 04/13/2022 06:38:28 - INFO - __main__ - ########## val_zh_acc 0.7309236947791165 ########## 04/13/2022 06:38:37 - INFO - __main__ - ########## test_ar_acc 0.7145708582834331 ########## 04/13/2022 06:38:47 - INFO - __main__ - ########## test_bg_acc 0.7622754491017965 ########## 04/13/2022 06:38:56 - INFO - __main__ - ########## test_de_acc 0.7538922155688623 ########## 04/13/2022 06:39:06 - INFO - __main__ - ########## test_el_acc 0.743313373253493 ########## 04/13/2022 06:39:15 - INFO - __main__ - ########## test_en_acc 0.8429141716566866 ########## 04/13/2022 06:39:24 - INFO - __main__ - ########## test_es_acc 0.7808383233532934 ########## 04/13/2022 06:39:33 - INFO - __main__ - ########## test_fr_acc 0.7714570858283433 ########## 04/13/2022 06:39:43 - INFO - __main__ - ########## test_hi_acc 0.6622754491017964 ########## 04/13/2022 06:39:52 - INFO - __main__ - ########## test_ru_acc 0.7333333333333333 ########## 04/13/2022 06:40:01 - INFO - __main__ - ########## test_sw_acc 0.662874251497006 ########## 04/13/2022 06:40:10 - INFO - __main__ - ########## test_th_acc 0.6872255489021956 ########## 04/13/2022 06:40:19 - INFO - __main__ - ########## test_tr_acc 0.6978043912175649 ########## 04/13/2022 06:40:29 - INFO - __main__ - ########## test_ur_acc 0.6275449101796408 ########## 04/13/2022 06:40:38 - INFO - __main__ - ########## test_vi_acc 0.7193612774451098 ########## 04/13/2022 06:40:47 - INFO - __main__ - ########## test_zh_acc 0.7173652694610778 ########## 04/13/2022 06:40:47 - INFO - __main__ - val_ar_acc = 0.7152610441767068 04/13/2022 06:40:47 - INFO - __main__ - val_bg_acc = 0.7417670682730924 04/13/2022 06:40:47 - INFO - __main__ - val_de_acc = 0.7558232931726908 04/13/2022 06:40:47 - INFO - __main__ - val_el_acc = 0.7421686746987952 04/13/2022 06:40:47 - INFO - __main__ - val_en_acc = 0.8377510040160643 04/13/2022 06:40:47 - INFO - __main__ - val_es_acc = 0.7811244979919679 04/13/2022 06:40:47 - INFO - __main__ - val_fr_acc = 0.765863453815261 04/13/2022 06:40:47 - INFO - __main__ - val_hi_acc = 0.6698795180722892 04/13/2022 06:40:47 - INFO - __main__ - val_ru_acc = 0.7224899598393574 04/13/2022 06:40:47 - INFO - __main__ - val_sw_acc = 0.6654618473895583 04/13/2022 06:40:47 - INFO - __main__ - val_th_acc = 0.6819277108433734 04/13/2022 06:40:47 - INFO - __main__ - val_tr_acc = 0.7136546184738956 04/13/2022 06:40:47 - INFO - __main__ - val_ur_acc = 0.6277108433734939 04/13/2022 06:40:47 - INFO - __main__ - val_vi_acc = 0.7188755020080321 04/13/2022 06:40:47 - INFO - __main__ - val_zh_acc = 0.7309236947791165 04/13/2022 06:40:47 - INFO - __main__ - val_avg_acc = 0.7247121820615798 04/13/2022 06:40:47 - INFO - __main__ - test_ar_acc = 0.7145708582834331 04/13/2022 06:40:47 - INFO - __main__ - test_bg_acc = 0.7622754491017965 04/13/2022 06:40:47 - INFO - __main__ - test_de_acc = 0.7538922155688623 04/13/2022 06:40:47 - INFO - __main__ - test_el_acc = 0.743313373253493 04/13/2022 06:40:47 - INFO - __main__ - test_en_acc = 0.8429141716566866 04/13/2022 06:40:47 - INFO - __main__ - test_es_acc = 0.7808383233532934 04/13/2022 06:40:47 - INFO - __main__ - test_fr_acc = 0.7714570858283433 04/13/2022 06:40:47 - INFO - __main__ - test_hi_acc = 0.6622754491017964 04/13/2022 06:40:47 - INFO - __main__ - test_ru_acc = 0.7333333333333333 04/13/2022 06:40:47 - INFO - __main__ - test_sw_acc = 0.662874251497006 04/13/2022 06:40:47 - INFO - __main__ - test_th_acc = 0.6872255489021956 04/13/2022 06:40:47 - INFO - __main__ - test_tr_acc = 0.6978043912175649 04/13/2022 06:40:47 - INFO - __main__ - test_ur_acc = 0.6275449101796408 04/13/2022 06:40:47 - INFO - __main__ - test_vi_acc = 0.7193612774451098 04/13/2022 06:40:47 - INFO - __main__ - test_zh_acc = 0.7173652694610778 04/13/2022 06:40:47 - INFO - __main__ - test_avg_acc = 0.7251363938789089 04/13/2022 06:40:48 - INFO - utils - remove old ckpt: xnli_right_avg_new/ckpt/step-312500-test_avg_acc-0.7251363938789089-val_avg_acc-0.7247121820615798 04/13/2022 06:40:48 - INFO - __main__ - ********** Evaluating Done ********** 04/13/2022 06:40:52 - INFO - __main__ - global_steps 312550 loss: 0.15075070 04/13/2022 06:40:57 - INFO - __main__ - global_steps 312600 loss: 0.20445586 04/13/2022 06:41:02 - INFO - __main__ - global_steps 312650 loss: 0.15574927 04/13/2022 06:41:07 - INFO - __main__ - global_steps 312700 loss: 0.15263191 04/13/2022 06:41:11 - INFO - __main__ - global_steps 312750 loss: 0.17135964 04/13/2022 06:41:16 - INFO - __main__ - global_steps 312800 loss: 0.15444309 04/13/2022 06:41:21 - INFO - __main__ - global_steps 312850 loss: 0.23004490 04/13/2022 06:41:26 - INFO - __main__ - global_steps 312900 loss: 0.14078750 04/13/2022 06:41:30 - INFO - __main__ - global_steps 312950 loss: 0.12286395 04/13/2022 06:41:35 - INFO - __main__ - global_steps 313000 loss: 0.14208018 04/13/2022 06:41:40 - INFO - __main__ - global_steps 313050 loss: 0.10962069 04/13/2022 06:41:44 - INFO - __main__ - global_steps 313100 loss: 0.13834123 04/13/2022 06:41:49 - INFO - __main__ - global_steps 313150 loss: 0.12153217 04/13/2022 06:41:54 - INFO - __main__ - global_steps 313200 loss: 0.13520206 04/13/2022 06:41:59 - INFO - __main__ - global_steps 313250 loss: 0.11322657 04/13/2022 06:42:03 - INFO - __main__ - global_steps 313300 loss: 0.14278583 04/13/2022 06:42:08 - INFO - __main__ - global_steps 313350 loss: 0.19788251 04/13/2022 06:42:13 - INFO - __main__ - global_steps 313400 loss: 0.11716231 04/13/2022 06:42:18 - INFO - __main__ - global_steps 313450 loss: 0.09878654 04/13/2022 06:42:23 - INFO - __main__ - global_steps 313500 loss: 0.16274441 04/13/2022 06:42:27 - INFO - __main__ - global_steps 313550 loss: 0.16755108 04/13/2022 06:42:32 - INFO - __main__ - global_steps 313600 loss: 0.21030909 04/13/2022 06:42:37 - INFO - __main__ - global_steps 313650 loss: 0.19020034 04/13/2022 06:42:41 - INFO - __main__ - global_steps 313700 loss: 0.14770054 04/13/2022 06:42:46 - INFO - __main__ - global_steps 313750 loss: 0.12256943 04/13/2022 06:42:51 - INFO - __main__ - global_steps 313800 loss: 0.14414976 04/13/2022 06:42:55 - INFO - __main__ - global_steps 313850 loss: 0.12492296 04/13/2022 06:43:00 - INFO - __main__ - global_steps 313900 loss: 0.15261366 04/13/2022 06:43:04 - INFO - __main__ - global_steps 313950 loss: 0.14716573 04/13/2022 06:43:09 - INFO - __main__ - global_steps 314000 loss: 0.16080507 04/13/2022 06:43:14 - INFO - __main__ - global_steps 314050 loss: 0.12028466 04/13/2022 06:43:18 - INFO - __main__ - global_steps 314100 loss: 0.14410407 04/13/2022 06:43:23 - INFO - __main__ - global_steps 314150 loss: 0.18144909 04/13/2022 06:43:27 - INFO - __main__ - global_steps 314200 loss: 0.16860193 04/13/2022 06:43:32 - INFO - __main__ - global_steps 314250 loss: 0.12635755 04/13/2022 06:43:36 - INFO - __main__ - global_steps 314300 loss: 0.14982498 04/13/2022 06:43:41 - INFO - __main__ - global_steps 314350 loss: 0.17765096 04/13/2022 06:43:46 - INFO - __main__ - global_steps 314400 loss: 0.13840043 04/13/2022 06:43:51 - INFO - __main__ - global_steps 314450 loss: 0.15291288 04/13/2022 06:43:56 - INFO - __main__ - global_steps 314500 loss: 0.14745498 04/13/2022 06:44:00 - INFO - __main__ - global_steps 314550 loss: 0.14117818 04/13/2022 06:44:05 - INFO - __main__ - global_steps 314600 loss: 0.17944017 04/13/2022 06:44:09 - INFO - __main__ - global_steps 314650 loss: 0.18581612 04/13/2022 06:44:14 - INFO - __main__ - global_steps 314700 loss: 0.12084569 04/13/2022 06:44:19 - INFO - __main__ - global_steps 314750 loss: 0.17306363 04/13/2022 06:44:24 - INFO - __main__ - global_steps 314800 loss: 0.17361452 04/13/2022 06:44:28 - INFO - __main__ - global_steps 314850 loss: 0.16820614 04/13/2022 06:44:33 - INFO - __main__ - global_steps 314900 loss: 0.15301987 04/13/2022 06:44:37 - INFO - __main__ - global_steps 314950 loss: 0.13040167 04/13/2022 06:44:42 - INFO - __main__ - global_steps 315000 loss: 0.12623994 04/13/2022 06:44:42 - INFO - __main__ - ********** Running evaluating ********** 04/13/2022 06:44:47 - INFO - __main__ - ########## val_ar_acc 0.6991967871485943 ########## 04/13/2022 06:44:51 - INFO - __main__ - ########## val_bg_acc 0.738152610441767 ########## 04/13/2022 06:44:56 - INFO - __main__ - ########## val_de_acc 0.7506024096385542 ########## 04/13/2022 06:45:00 - INFO - __main__ - ########## val_el_acc 0.7377510040160643 ########## 04/13/2022 06:45:05 - INFO - __main__ - ########## val_en_acc 0.8413654618473896 ########## 04/13/2022 06:45:09 - INFO - __main__ - ########## val_es_acc 0.7855421686746988 ########## 04/13/2022 06:45:14 - INFO - __main__ - ########## val_fr_acc 0.7763052208835342 ########## 04/13/2022 06:45:19 - INFO - __main__ - ########## val_hi_acc 0.6670682730923695 ########## 04/13/2022 06:45:23 - INFO - __main__ - ########## val_ru_acc 0.721285140562249 ########## 04/13/2022 06:45:28 - INFO - __main__ - ########## val_sw_acc 0.6518072289156627 ########## 04/13/2022 06:45:32 - INFO - __main__ - ########## val_th_acc 0.6899598393574298 ########## 04/13/2022 06:45:36 - INFO - __main__ - ########## val_tr_acc 0.7028112449799196 ########## 04/13/2022 06:45:41 - INFO - __main__ - ########## val_ur_acc 0.6168674698795181 ########## 04/13/2022 06:45:45 - INFO - __main__ - ########## val_vi_acc 0.7261044176706827 ########## 04/13/2022 06:45:50 - INFO - __main__ - ########## val_zh_acc 0.7289156626506024 ########## 04/13/2022 06:45:59 - INFO - __main__ - ########## test_ar_acc 0.7075848303393214 ########## 04/13/2022 06:46:09 - INFO - __main__ - ########## test_bg_acc 0.7495009980039921 ########## 04/13/2022 06:46:18 - INFO - __main__ - ########## test_de_acc 0.7554890219560878 ########## 04/13/2022 06:46:27 - INFO - __main__ - ########## test_el_acc 0.7337325349301397 ########## 04/13/2022 06:46:36 - INFO - __main__ - ########## test_en_acc 0.8407185628742515 ########## 04/13/2022 06:46:45 - INFO - __main__ - ########## test_es_acc 0.7844311377245509 ########## 04/13/2022 06:46:54 - INFO - __main__ - ########## test_fr_acc 0.7738522954091817 ########## 04/13/2022 06:47:04 - INFO - __main__ - ########## test_hi_acc 0.6572854291417166 ########## 04/13/2022 06:47:14 - INFO - __main__ - ########## test_ru_acc 0.7317365269461078 ########## 04/13/2022 06:47:23 - INFO - __main__ - ########## test_sw_acc 0.6636726546906188 ########## 04/13/2022 06:47:32 - INFO - __main__ - ########## test_th_acc 0.6888223552894212 ########## 04/13/2022 06:47:41 - INFO - __main__ - ########## test_tr_acc 0.6880239520958084 ########## 04/13/2022 06:47:51 - INFO - __main__ - ########## test_ur_acc 0.6249500998003992 ########## 04/13/2022 06:48:00 - INFO - __main__ - ########## test_vi_acc 0.7279441117764471 ########## 04/13/2022 06:48:09 - INFO - __main__ - ########## test_zh_acc 0.7239520958083833 ########## 04/13/2022 06:48:09 - INFO - __main__ - val_ar_acc = 0.6991967871485943 04/13/2022 06:48:09 - INFO - __main__ - val_bg_acc = 0.738152610441767 04/13/2022 06:48:09 - INFO - __main__ - val_de_acc = 0.7506024096385542 04/13/2022 06:48:09 - INFO - __main__ - val_el_acc = 0.7377510040160643 04/13/2022 06:48:09 - INFO - __main__ - val_en_acc = 0.8413654618473896 04/13/2022 06:48:09 - INFO - __main__ - val_es_acc = 0.7855421686746988 04/13/2022 06:48:09 - INFO - __main__ - val_fr_acc = 0.7763052208835342 04/13/2022 06:48:09 - INFO - __main__ - val_hi_acc = 0.6670682730923695 04/13/2022 06:48:09 - INFO - __main__ - val_ru_acc = 0.721285140562249 04/13/2022 06:48:09 - INFO - __main__ - val_sw_acc = 0.6518072289156627 04/13/2022 06:48:09 - INFO - __main__ - val_th_acc = 0.6899598393574298 04/13/2022 06:48:09 - INFO - __main__ - val_tr_acc = 0.7028112449799196 04/13/2022 06:48:09 - INFO - __main__ - val_ur_acc = 0.6168674698795181 04/13/2022 06:48:09 - INFO - __main__ - val_vi_acc = 0.7261044176706827 04/13/2022 06:48:09 - INFO - __main__ - val_zh_acc = 0.7289156626506024 04/13/2022 06:48:09 - INFO - __main__ - val_avg_acc = 0.7222489959839357 04/13/2022 06:48:09 - INFO - __main__ - test_ar_acc = 0.7075848303393214 04/13/2022 06:48:09 - INFO - __main__ - test_bg_acc = 0.7495009980039921 04/13/2022 06:48:09 - INFO - __main__ - test_de_acc = 0.7554890219560878 04/13/2022 06:48:09 - INFO - __main__ - test_el_acc = 0.7337325349301397 04/13/2022 06:48:09 - INFO - __main__ - test_en_acc = 0.8407185628742515 04/13/2022 06:48:09 - INFO - __main__ - test_es_acc = 0.7844311377245509 04/13/2022 06:48:09 - INFO - __main__ - test_fr_acc = 0.7738522954091817 04/13/2022 06:48:09 - INFO - __main__ - test_hi_acc = 0.6572854291417166 04/13/2022 06:48:09 - INFO - __main__ - test_ru_acc = 0.7317365269461078 04/13/2022 06:48:09 - INFO - __main__ - test_sw_acc = 0.6636726546906188 04/13/2022 06:48:09 - INFO - __main__ - test_th_acc = 0.6888223552894212 04/13/2022 06:48:09 - INFO - __main__ - test_tr_acc = 0.6880239520958084 04/13/2022 06:48:09 - INFO - __main__ - test_ur_acc = 0.6249500998003992 04/13/2022 06:48:09 - INFO - __main__ - test_vi_acc = 0.7279441117764471 04/13/2022 06:48:09 - INFO - __main__ - test_zh_acc = 0.7239520958083833 04/13/2022 06:48:09 - INFO - __main__ - test_avg_acc = 0.7234464404524286 04/13/2022 06:48:10 - INFO - utils - remove old ckpt: xnli_right_avg_new/ckpt/step-315000-test_avg_acc-0.7234464404524286-val_avg_acc-0.7222489959839357 04/13/2022 06:48:10 - INFO - __main__ - ********** Evaluating Done ********** 04/13/2022 06:48:15 - INFO - __main__ - global_steps 315050 loss: 0.16857117 04/13/2022 06:48:20 - INFO - __main__ - global_steps 315100 loss: 0.11704787 04/13/2022 06:48:24 - INFO - __main__ - global_steps 315150 loss: 0.11378176 04/13/2022 06:48:29 - INFO - __main__ - global_steps 315200 loss: 0.15688405 04/13/2022 06:48:33 - INFO - __main__ - global_steps 315250 loss: 0.14194975 04/13/2022 06:48:38 - INFO - __main__ - global_steps 315300 loss: 0.14571095 04/13/2022 06:48:43 - INFO - __main__ - global_steps 315350 loss: 0.13594819 04/13/2022 06:48:48 - INFO - __main__ - global_steps 315400 loss: 0.15664498 04/13/2022 06:48:52 - INFO - __main__ - global_steps 315450 loss: 0.12267361 04/13/2022 06:48:57 - INFO - __main__ - global_steps 315500 loss: 0.20171544 04/13/2022 06:49:02 - INFO - __main__ - global_steps 315550 loss: 0.13754570 04/13/2022 06:49:07 - INFO - __main__ - global_steps 315600 loss: 0.15334749 04/13/2022 06:49:11 - INFO - __main__ - global_steps 315650 loss: 0.10821995 04/13/2022 06:49:16 - INFO - __main__ - global_steps 315700 loss: 0.13953187 04/13/2022 06:49:21 - INFO - __main__ - global_steps 315750 loss: 0.15487170 04/13/2022 06:49:26 - INFO - __main__ - global_steps 315800 loss: 0.19983397 04/13/2022 06:49:30 - INFO - __main__ - global_steps 315850 loss: 0.15832244 04/13/2022 06:49:35 - INFO - __main__ - global_steps 315900 loss: 0.13697132 04/13/2022 06:49:40 - INFO - __main__ - global_steps 315950 loss: 0.21656983 04/13/2022 06:49:45 - INFO - __main__ - global_steps 316000 loss: 0.11555489 04/13/2022 06:49:49 - INFO - __main__ - global_steps 316050 loss: 0.12666897 04/13/2022 06:49:54 - INFO - __main__ - global_steps 316100 loss: 0.18647496 04/13/2022 06:49:59 - INFO - __main__ - global_steps 316150 loss: 0.17132523 04/13/2022 06:50:03 - INFO - __main__ - global_steps 316200 loss: 0.19631326 04/13/2022 06:50:08 - INFO - __main__ - global_steps 316250 loss: 0.18564618 04/13/2022 06:50:13 - INFO - __main__ - global_steps 316300 loss: 0.12503867 04/13/2022 06:50:18 - INFO - __main__ - global_steps 316350 loss: 0.14707313 04/13/2022 06:50:22 - INFO - __main__ - global_steps 316400 loss: 0.15479473 04/13/2022 06:50:27 - INFO - __main__ - global_steps 316450 loss: 0.18824785 04/13/2022 06:50:32 - INFO - __main__ - global_steps 316500 loss: 0.13555551 04/13/2022 06:50:37 - INFO - __main__ - global_steps 316550 loss: 0.17547582 04/13/2022 06:50:41 - INFO - __main__ - global_steps 316600 loss: 0.12684790 04/13/2022 06:50:46 - INFO - __main__ - global_steps 316650 loss: 0.18787837 04/13/2022 06:50:51 - INFO - __main__ - global_steps 316700 loss: 0.13224882 04/13/2022 06:50:56 - INFO - __main__ - global_steps 316750 loss: 0.14133115 04/13/2022 06:51:00 - INFO - __main__ - global_steps 316800 loss: 0.12976137 04/13/2022 06:51:05 - INFO - __main__ - global_steps 316850 loss: 0.15049271 04/13/2022 06:51:10 - INFO - __main__ - global_steps 316900 loss: 0.13395152 04/13/2022 06:51:15 - INFO - __main__ - global_steps 316950 loss: 0.15681240 04/13/2022 06:51:19 - INFO - __main__ - global_steps 317000 loss: 0.15918229 04/13/2022 06:51:24 - INFO - __main__ - global_steps 317050 loss: 0.17439473 04/13/2022 06:51:29 - INFO - __main__ - global_steps 317100 loss: 0.14876786 04/13/2022 06:51:34 - INFO - __main__ - global_steps 317150 loss: 0.11791515 04/13/2022 06:51:38 - INFO - __main__ - global_steps 317200 loss: 0.11874074 04/13/2022 06:51:43 - INFO - __main__ - global_steps 317250 loss: 0.18976703 04/13/2022 06:51:48 - INFO - __main__ - global_steps 317300 loss: 0.16590443 04/13/2022 06:51:53 - INFO - __main__ - global_steps 317350 loss: 0.14223774 04/13/2022 06:51:57 - INFO - __main__ - global_steps 317400 loss: 0.13633541 04/13/2022 06:52:02 - INFO - __main__ - global_steps 317450 loss: 0.12743839 04/13/2022 06:52:06 - INFO - __main__ - global_steps 317500 loss: 0.11220647 04/13/2022 06:52:06 - INFO - __main__ - ********** Running evaluating ********** 04/13/2022 06:52:11 - INFO - __main__ - ########## val_ar_acc 0.7016064257028113 ########## 04/13/2022 06:52:15 - INFO - __main__ - ########## val_bg_acc 0.736144578313253 ########## 04/13/2022 06:52:20 - INFO - __main__ - ########## val_de_acc 0.7457831325301205 ########## 04/13/2022 06:52:24 - INFO - __main__ - ########## val_el_acc 0.7357429718875502 ########## 04/13/2022 06:52:29 - INFO - __main__ - ########## val_en_acc 0.8433734939759037 ########## 04/13/2022 06:52:33 - INFO - __main__ - ########## val_es_acc 0.7831325301204819 ########## 04/13/2022 06:52:38 - INFO - __main__ - ########## val_fr_acc 0.7686746987951807 ########## 04/13/2022 06:52:43 - INFO - __main__ - ########## val_hi_acc 0.6710843373493975 ########## 04/13/2022 06:52:48 - INFO - __main__ - ########## val_ru_acc 0.7164658634538152 ########## 04/13/2022 06:52:52 - INFO - __main__ - ########## val_sw_acc 0.655421686746988 ########## 04/13/2022 06:52:57 - INFO - __main__ - ########## val_th_acc 0.6763052208835342 ########## 04/13/2022 06:53:01 - INFO - __main__ - ########## val_tr_acc 0.7056224899598393 ########## 04/13/2022 06:53:06 - INFO - __main__ - ########## val_ur_acc 0.6228915662650603 ########## 04/13/2022 06:53:11 - INFO - __main__ - ########## val_vi_acc 0.7100401606425703 ########## 04/13/2022 06:53:15 - INFO - __main__ - ########## val_zh_acc 0.7232931726907631 ########## 04/13/2022 06:53:24 - INFO - __main__ - ########## test_ar_acc 0.7079840319361277 ########## 04/13/2022 06:53:34 - INFO - __main__ - ########## test_bg_acc 0.7532934131736527 ########## 04/13/2022 06:53:43 - INFO - __main__ - ########## test_de_acc 0.7554890219560878 ########## 04/13/2022 06:53:53 - INFO - __main__ - ########## test_el_acc 0.7373253493013973 ########## 04/13/2022 06:54:02 - INFO - __main__ - ########## test_en_acc 0.8457085828343314 ########## 04/13/2022 06:54:11 - INFO - __main__ - ########## test_es_acc 0.7856287425149701 ########## 04/13/2022 06:54:20 - INFO - __main__ - ########## test_fr_acc 0.7758483033932135 ########## 04/13/2022 06:54:30 - INFO - __main__ - ########## test_hi_acc 0.662874251497006 ########## 04/13/2022 06:54:40 - INFO - __main__ - ########## test_ru_acc 0.731936127744511 ########## 04/13/2022 06:54:49 - INFO - __main__ - ########## test_sw_acc 0.663872255489022 ########## 04/13/2022 06:54:58 - INFO - __main__ - ########## test_th_acc 0.6744510978043912 ########## 04/13/2022 06:55:07 - INFO - __main__ - ########## test_tr_acc 0.6990019960079841 ########## 04/13/2022 06:55:17 - INFO - __main__ - ########## test_ur_acc 0.6327345309381237 ########## 04/13/2022 06:55:26 - INFO - __main__ - ########## test_vi_acc 0.7107784431137725 ########## 04/13/2022 06:55:35 - INFO - __main__ - ########## test_zh_acc 0.7173652694610778 ########## 04/13/2022 06:55:35 - INFO - __main__ - val_ar_acc = 0.7016064257028113 04/13/2022 06:55:35 - INFO - __main__ - val_bg_acc = 0.736144578313253 04/13/2022 06:55:35 - INFO - __main__ - val_de_acc = 0.7457831325301205 04/13/2022 06:55:35 - INFO - __main__ - val_el_acc = 0.7357429718875502 04/13/2022 06:55:35 - INFO - __main__ - val_en_acc = 0.8433734939759037 04/13/2022 06:55:35 - INFO - __main__ - val_es_acc = 0.7831325301204819 04/13/2022 06:55:35 - INFO - __main__ - val_fr_acc = 0.7686746987951807 04/13/2022 06:55:35 - INFO - __main__ - val_hi_acc = 0.6710843373493975 04/13/2022 06:55:35 - INFO - __main__ - val_ru_acc = 0.7164658634538152 04/13/2022 06:55:35 - INFO - __main__ - val_sw_acc = 0.655421686746988 04/13/2022 06:55:35 - INFO - __main__ - val_th_acc = 0.6763052208835342 04/13/2022 06:55:35 - INFO - __main__ - val_tr_acc = 0.7056224899598393 04/13/2022 06:55:35 - INFO - __main__ - val_ur_acc = 0.6228915662650603 04/13/2022 06:55:35 - INFO - __main__ - val_vi_acc = 0.7100401606425703 04/13/2022 06:55:35 - INFO - __main__ - val_zh_acc = 0.7232931726907631 04/13/2022 06:55:35 - INFO - __main__ - val_avg_acc = 0.7197054886211514 04/13/2022 06:55:35 - INFO - __main__ - test_ar_acc = 0.7079840319361277 04/13/2022 06:55:35 - INFO - __main__ - test_bg_acc = 0.7532934131736527 04/13/2022 06:55:35 - INFO - __main__ - test_de_acc = 0.7554890219560878 04/13/2022 06:55:35 - INFO - __main__ - test_el_acc = 0.7373253493013973 04/13/2022 06:55:35 - INFO - __main__ - test_en_acc = 0.8457085828343314 04/13/2022 06:55:35 - INFO - __main__ - test_es_acc = 0.7856287425149701 04/13/2022 06:55:35 - INFO - __main__ - test_fr_acc = 0.7758483033932135 04/13/2022 06:55:35 - INFO - __main__ - test_hi_acc = 0.662874251497006 04/13/2022 06:55:35 - INFO - __main__ - test_ru_acc = 0.731936127744511 04/13/2022 06:55:35 - INFO - __main__ - test_sw_acc = 0.663872255489022 04/13/2022 06:55:35 - INFO - __main__ - test_th_acc = 0.6744510978043912 04/13/2022 06:55:35 - INFO - __main__ - test_tr_acc = 0.6990019960079841 04/13/2022 06:55:35 - INFO - __main__ - test_ur_acc = 0.6327345309381237 04/13/2022 06:55:35 - INFO - __main__ - test_vi_acc = 0.7107784431137725 04/13/2022 06:55:35 - INFO - __main__ - test_zh_acc = 0.7173652694610778 04/13/2022 06:55:35 - INFO - __main__ - test_avg_acc = 0.7236194278110447 04/13/2022 06:55:36 - INFO - utils - remove old ckpt: xnli_right_avg_new/ckpt/step-317500-test_avg_acc-0.7236194278110447-val_avg_acc-0.7197054886211514 04/13/2022 06:55:36 - INFO - __main__ - ********** Evaluating Done ********** 04/13/2022 06:55:41 - INFO - __main__ - global_steps 317550 loss: 0.12234521 04/13/2022 06:55:45 - INFO - __main__ - global_steps 317600 loss: 0.16528487 04/13/2022 06:55:50 - INFO - __main__ - global_steps 317650 loss: 0.11704679 04/13/2022 06:55:54 - INFO - __main__ - global_steps 317700 loss: 0.11542648 04/13/2022 06:55:59 - INFO - __main__ - global_steps 317750 loss: 0.19871091 04/13/2022 06:56:03 - INFO - __main__ - global_steps 317800 loss: 0.19206007 04/13/2022 06:56:08 - INFO - __main__ - global_steps 317850 loss: 0.14635053 04/13/2022 06:56:13 - INFO - __main__ - global_steps 317900 loss: 0.15930934 04/13/2022 06:56:18 - INFO - __main__ - global_steps 317950 loss: 0.16983271 04/13/2022 06:56:22 - INFO - __main__ - global_steps 318000 loss: 0.12574272 04/13/2022 06:56:27 - INFO - __main__ - global_steps 318050 loss: 0.18911607 04/13/2022 06:56:32 - INFO - __main__ - global_steps 318100 loss: 0.13233171 04/13/2022 06:56:36 - INFO - __main__ - global_steps 318150 loss: 0.16024622 04/13/2022 06:56:41 - INFO - __main__ - global_steps 318200 loss: 0.14401610 04/13/2022 06:56:46 - INFO - __main__ - global_steps 318250 loss: 0.17701125 04/13/2022 06:56:51 - INFO - __main__ - global_steps 318300 loss: 0.12113920 04/13/2022 06:56:55 - INFO - __main__ - global_steps 318350 loss: 0.15347409 04/13/2022 06:57:00 - INFO - __main__ - global_steps 318400 loss: 0.14359929 04/13/2022 06:57:04 - INFO - __main__ - global_steps 318450 loss: 0.11828652 04/13/2022 06:57:09 - INFO - __main__ - global_steps 318500 loss: 0.12241167 04/13/2022 06:57:13 - INFO - __main__ - global_steps 318550 loss: 0.19211643 04/13/2022 06:57:18 - INFO - __main__ - global_steps 318600 loss: 0.15738257 04/13/2022 06:57:23 - INFO - __main__ - global_steps 318650 loss: 0.12425340 04/13/2022 06:57:28 - INFO - __main__ - global_steps 318700 loss: 0.16218364 04/13/2022 06:57:33 - INFO - __main__ - global_steps 318750 loss: 0.11163721 04/13/2022 06:57:37 - INFO - __main__ - global_steps 318800 loss: 0.19289428 04/13/2022 06:57:42 - INFO - __main__ - global_steps 318850 loss: 0.18403626 04/13/2022 06:57:47 - INFO - __main__ - global_steps 318900 loss: 0.18200677 04/13/2022 06:57:52 - INFO - __main__ - global_steps 318950 loss: 0.16946097 04/13/2022 06:57:56 - INFO - __main__ - global_steps 319000 loss: 0.15493702 04/13/2022 06:58:01 - INFO - __main__ - global_steps 319050 loss: 0.13210411 04/13/2022 06:58:06 - INFO - __main__ - global_steps 319100 loss: 0.10484625 04/13/2022 06:58:11 - INFO - __main__ - global_steps 319150 loss: 0.16335308 04/13/2022 06:58:15 - INFO - __main__ - global_steps 319200 loss: 0.14639709 04/13/2022 06:58:20 - INFO - __main__ - global_steps 319250 loss: 0.13462202 04/13/2022 06:58:25 - INFO - __main__ - global_steps 319300 loss: 0.10077748 04/13/2022 06:58:29 - INFO - __main__ - global_steps 319350 loss: 0.08731167 04/13/2022 06:58:34 - INFO - __main__ - global_steps 319400 loss: 0.13560671 04/13/2022 06:58:38 - INFO - __main__ - global_steps 319450 loss: 0.10155939 04/13/2022 06:58:43 - INFO - __main__ - global_steps 319500 loss: 0.19629932 04/13/2022 06:58:47 - INFO - __main__ - global_steps 319550 loss: 0.17279857 04/13/2022 06:58:52 - INFO - __main__ - global_steps 319600 loss: 0.15549811 04/13/2022 06:58:57 - INFO - __main__ - global_steps 319650 loss: 0.15034582 04/13/2022 06:59:01 - INFO - __main__ - global_steps 319700 loss: 0.18092105 04/13/2022 06:59:06 - INFO - __main__ - global_steps 319750 loss: 0.14832059 04/13/2022 06:59:11 - INFO - __main__ - global_steps 319800 loss: 0.10997927 04/13/2022 06:59:16 - INFO - __main__ - global_steps 319850 loss: 0.15289506 04/13/2022 06:59:20 - INFO - __main__ - global_steps 319900 loss: 0.15545613 04/13/2022 06:59:25 - INFO - __main__ - global_steps 319950 loss: 0.17419081 04/13/2022 06:59:30 - INFO - __main__ - global_steps 320000 loss: 0.10995257 04/13/2022 06:59:30 - INFO - __main__ - ********** Running evaluating ********** 04/13/2022 06:59:34 - INFO - __main__ - ########## val_ar_acc 0.7072289156626506 ########## 04/13/2022 06:59:38 - INFO - __main__ - ########## val_bg_acc 0.7429718875502008 ########## 04/13/2022 06:59:43 - INFO - __main__ - ########## val_de_acc 0.7530120481927711 ########## 04/13/2022 06:59:47 - INFO - __main__ - ########## val_el_acc 0.7493975903614458 ########## 04/13/2022 06:59:52 - INFO - __main__ - ########## val_en_acc 0.8481927710843373 ########## 04/13/2022 06:59:56 - INFO - __main__ - ########## val_es_acc 0.791566265060241 ########## 04/13/2022 07:00:01 - INFO - __main__ - ########## val_fr_acc 0.7771084337349398 ########## 04/13/2022 07:00:06 - INFO - __main__ - ########## val_hi_acc 0.6791164658634539 ########## 04/13/2022 07:00:10 - INFO - __main__ - ########## val_ru_acc 0.7313253012048193 ########## 04/13/2022 07:00:15 - INFO - __main__ - ########## val_sw_acc 0.6562248995983936 ########## 04/13/2022 07:00:19 - INFO - __main__ - ########## val_th_acc 0.6927710843373494 ########## 04/13/2022 07:00:24 - INFO - __main__ - ########## val_tr_acc 0.7068273092369478 ########## 04/13/2022 07:00:28 - INFO - __main__ - ########## val_ur_acc 0.6236947791164659 ########## 04/13/2022 07:00:33 - INFO - __main__ - ########## val_vi_acc 0.7257028112449799 ########## 04/13/2022 07:00:38 - INFO - __main__ - ########## val_zh_acc 0.744578313253012 ########## 04/13/2022 07:00:47 - INFO - __main__ - ########## test_ar_acc 0.7159680638722555 ########## 04/13/2022 07:00:56 - INFO - __main__ - ########## test_bg_acc 0.7584830339321357 ########## 04/13/2022 07:01:05 - INFO - __main__ - ########## test_de_acc 0.7626746506986027 ########## 04/13/2022 07:01:15 - INFO - __main__ - ########## test_el_acc 0.7421157684630738 ########## 04/13/2022 07:01:24 - INFO - __main__ - ########## test_en_acc 0.8461077844311378 ########## 04/13/2022 07:01:33 - INFO - __main__ - ########## test_es_acc 0.7854291417165669 ########## 04/13/2022 07:01:42 - INFO - __main__ - ########## test_fr_acc 0.7810379241516966 ########## 04/13/2022 07:01:52 - INFO - __main__ - ########## test_hi_acc 0.6682634730538922 ########## 04/13/2022 07:02:02 - INFO - __main__ - ########## test_ru_acc 0.7385229540918163 ########## 04/13/2022 07:02:11 - INFO - __main__ - ########## test_sw_acc 0.6728542914171657 ########## 04/13/2022 07:02:20 - INFO - __main__ - ########## test_th_acc 0.6942115768463074 ########## 04/13/2022 07:02:29 - INFO - __main__ - ########## test_tr_acc 0.7003992015968064 ########## 04/13/2022 07:02:38 - INFO - __main__ - ########## test_ur_acc 0.6329341317365269 ########## 04/13/2022 07:02:48 - INFO - __main__ - ########## test_vi_acc 0.7265469061876247 ########## 04/13/2022 07:02:57 - INFO - __main__ - ########## test_zh_acc 0.7285429141716567 ########## 04/13/2022 07:02:57 - INFO - __main__ - val_ar_acc = 0.7072289156626506 04/13/2022 07:02:57 - INFO - __main__ - val_bg_acc = 0.7429718875502008 04/13/2022 07:02:57 - INFO - __main__ - val_de_acc = 0.7530120481927711 04/13/2022 07:02:57 - INFO - __main__ - val_el_acc = 0.7493975903614458 04/13/2022 07:02:57 - INFO - __main__ - val_en_acc = 0.8481927710843373 04/13/2022 07:02:57 - INFO - __main__ - val_es_acc = 0.791566265060241 04/13/2022 07:02:57 - INFO - __main__ - val_fr_acc = 0.7771084337349398 04/13/2022 07:02:57 - INFO - __main__ - val_hi_acc = 0.6791164658634539 04/13/2022 07:02:57 - INFO - __main__ - val_ru_acc = 0.7313253012048193 04/13/2022 07:02:57 - INFO - __main__ - val_sw_acc = 0.6562248995983936 04/13/2022 07:02:57 - INFO - __main__ - val_th_acc = 0.6927710843373494 04/13/2022 07:02:57 - INFO - __main__ - val_tr_acc = 0.7068273092369478 04/13/2022 07:02:57 - INFO - __main__ - val_ur_acc = 0.6236947791164659 04/13/2022 07:02:57 - INFO - __main__ - val_vi_acc = 0.7257028112449799 04/13/2022 07:02:57 - INFO - __main__ - val_zh_acc = 0.744578313253012 04/13/2022 07:02:57 - INFO - __main__ - val_avg_acc = 0.7286479250334673 04/13/2022 07:02:57 - INFO - __main__ - test_ar_acc = 0.7159680638722555 04/13/2022 07:02:57 - INFO - __main__ - test_bg_acc = 0.7584830339321357 04/13/2022 07:02:57 - INFO - __main__ - test_de_acc = 0.7626746506986027 04/13/2022 07:02:57 - INFO - __main__ - test_el_acc = 0.7421157684630738 04/13/2022 07:02:57 - INFO - __main__ - test_en_acc = 0.8461077844311378 04/13/2022 07:02:57 - INFO - __main__ - test_es_acc = 0.7854291417165669 04/13/2022 07:02:57 - INFO - __main__ - test_fr_acc = 0.7810379241516966 04/13/2022 07:02:57 - INFO - __main__ - test_hi_acc = 0.6682634730538922 04/13/2022 07:02:57 - INFO - __main__ - test_ru_acc = 0.7385229540918163 04/13/2022 07:02:57 - INFO - __main__ - test_sw_acc = 0.6728542914171657 04/13/2022 07:02:57 - INFO - __main__ - test_th_acc = 0.6942115768463074 04/13/2022 07:02:57 - INFO - __main__ - test_tr_acc = 0.7003992015968064 04/13/2022 07:02:57 - INFO - __main__ - test_ur_acc = 0.6329341317365269 04/13/2022 07:02:57 - INFO - __main__ - test_vi_acc = 0.7265469061876247 04/13/2022 07:02:57 - INFO - __main__ - test_zh_acc = 0.7285429141716567 04/13/2022 07:02:57 - INFO - __main__ - test_avg_acc = 0.7302727877578177 04/13/2022 07:02:58 - INFO - utils - remove old ckpt: xnli_right_avg_new/ckpt/step-320000-test_avg_acc-0.7302727877578177-val_avg_acc-0.7286479250334673 04/13/2022 07:02:58 - INFO - __main__ - ********** Evaluating Done ********** 04/13/2022 07:03:03 - INFO - __main__ - global_steps 320050 loss: 0.12586150 04/13/2022 07:03:07 - INFO - __main__ - global_steps 320100 loss: 0.15409195 04/13/2022 07:03:12 - INFO - __main__ - global_steps 320150 loss: 0.14638264 04/13/2022 07:03:16 - INFO - __main__ - global_steps 320200 loss: 0.19560623 04/13/2022 07:03:20 - INFO - __main__ - global_steps 320250 loss: 0.12413877 04/13/2022 07:03:25 - INFO - __main__ - global_steps 320300 loss: 0.15034751 04/13/2022 07:03:29 - INFO - __main__ - global_steps 320350 loss: 0.14022037 04/13/2022 07:03:33 - INFO - __main__ - global_steps 320400 loss: 0.14853557 04/13/2022 07:03:38 - INFO - __main__ - global_steps 320450 loss: 0.14064520 04/13/2022 07:03:43 - INFO - __main__ - global_steps 320500 loss: 0.11586574 04/13/2022 07:03:47 - INFO - __main__ - global_steps 320550 loss: 0.13139469 04/13/2022 07:03:52 - INFO - __main__ - global_steps 320600 loss: 0.10798628 04/13/2022 07:03:57 - INFO - __main__ - global_steps 320650 loss: 0.11553667 04/13/2022 07:04:02 - INFO - __main__ - global_steps 320700 loss: 0.13212382 04/13/2022 07:04:07 - INFO - __main__ - global_steps 320750 loss: 0.13328485 04/13/2022 07:04:11 - INFO - __main__ - global_steps 320800 loss: 0.13903867 04/13/2022 07:04:16 - INFO - __main__ - global_steps 320850 loss: 0.14325031 04/13/2022 07:04:21 - INFO - __main__ - global_steps 320900 loss: 0.16676319 04/13/2022 07:04:25 - INFO - __main__ - global_steps 320950 loss: 0.15891810 04/13/2022 07:04:30 - INFO - __main__ - global_steps 321000 loss: 0.18552274 04/13/2022 07:04:34 - INFO - __main__ - global_steps 321050 loss: 0.14401977 04/13/2022 07:04:39 - INFO - __main__ - global_steps 321100 loss: 0.12904891 04/13/2022 07:04:44 - INFO - __main__ - global_steps 321150 loss: 0.12287305 04/13/2022 07:04:49 - INFO - __main__ - global_steps 321200 loss: 0.12073483 04/13/2022 07:04:53 - INFO - __main__ - global_steps 321250 loss: 0.13147457 04/13/2022 07:04:58 - INFO - __main__ - global_steps 321300 loss: 0.16850562 04/13/2022 07:05:03 - INFO - __main__ - global_steps 321350 loss: 0.18477785 04/13/2022 07:05:08 - INFO - __main__ - global_steps 321400 loss: 0.14468969 04/13/2022 07:05:12 - INFO - __main__ - global_steps 321450 loss: 0.13825715 04/13/2022 07:05:17 - INFO - __main__ - global_steps 321500 loss: 0.11615003 04/13/2022 07:05:22 - INFO - __main__ - global_steps 321550 loss: 0.15073020 04/13/2022 07:05:26 - INFO - __main__ - global_steps 321600 loss: 0.15813841 04/13/2022 07:05:31 - INFO - __main__ - global_steps 321650 loss: 0.15278737 04/13/2022 07:05:35 - INFO - __main__ - global_steps 321700 loss: 0.17673864 04/13/2022 07:05:39 - INFO - __main__ - global_steps 321750 loss: 0.10452248 04/13/2022 07:05:44 - INFO - __main__ - global_steps 321800 loss: 0.10579568 04/13/2022 07:05:49 - INFO - __main__ - global_steps 321850 loss: 0.18693780 04/13/2022 07:05:53 - INFO - __main__ - global_steps 321900 loss: 0.13326885 04/13/2022 07:05:58 - INFO - __main__ - global_steps 321950 loss: 0.11411367 04/13/2022 07:06:02 - INFO - __main__ - global_steps 322000 loss: 0.13136481 04/13/2022 07:06:07 - INFO - __main__ - global_steps 322050 loss: 0.12758874 04/13/2022 07:06:11 - INFO - __main__ - global_steps 322100 loss: 0.12924643 04/13/2022 07:06:15 - INFO - __main__ - global_steps 322150 loss: 0.20607256 04/13/2022 07:06:20 - INFO - __main__ - global_steps 322200 loss: 0.15137950 04/13/2022 07:06:25 - INFO - __main__ - global_steps 322250 loss: 0.14422771 04/13/2022 07:06:30 - INFO - __main__ - global_steps 322300 loss: 0.14481049 04/13/2022 07:06:34 - INFO - __main__ - global_steps 322350 loss: 0.11443472 04/13/2022 07:06:39 - INFO - __main__ - global_steps 322400 loss: 0.14695965 04/13/2022 07:06:44 - INFO - __main__ - global_steps 322450 loss: 0.18914939 04/13/2022 07:06:49 - INFO - __main__ - global_steps 322500 loss: 0.14596008 04/13/2022 07:06:49 - INFO - __main__ - ********** Running evaluating ********** 04/13/2022 07:06:53 - INFO - __main__ - ########## val_ar_acc 0.6907630522088354 ########## 04/13/2022 07:06:58 - INFO - __main__ - ########## val_bg_acc 0.7305220883534137 ########## 04/13/2022 07:07:03 - INFO - __main__ - ########## val_de_acc 0.7377510040160643 ########## 04/13/2022 07:07:07 - INFO - __main__ - ########## val_el_acc 0.7317269076305221 ########## 04/13/2022 07:07:12 - INFO - __main__ - ########## val_en_acc 0.8361445783132531 ########## 04/13/2022 07:07:16 - INFO - __main__ - ########## val_es_acc 0.7682730923694779 ########## 04/13/2022 07:07:21 - INFO - __main__ - ########## val_fr_acc 0.7642570281124498 ########## 04/13/2022 07:07:26 - INFO - __main__ - ########## val_hi_acc 0.6518072289156627 ########## 04/13/2022 07:07:31 - INFO - __main__ - ########## val_ru_acc 0.7120481927710843 ########## 04/13/2022 07:07:35 - INFO - __main__ - ########## val_sw_acc 0.6473895582329318 ########## 04/13/2022 07:07:40 - INFO - __main__ - ########## val_th_acc 0.6646586345381527 ########## 04/13/2022 07:07:44 - INFO - __main__ - ########## val_tr_acc 0.6931726907630522 ########## 04/13/2022 07:07:49 - INFO - __main__ - ########## val_ur_acc 0.6172690763052209 ########## 04/13/2022 07:07:53 - INFO - __main__ - ########## val_vi_acc 0.702008032128514 ########## 04/13/2022 07:07:58 - INFO - __main__ - ########## val_zh_acc 0.7176706827309237 ########## 04/13/2022 07:08:07 - INFO - __main__ - ########## test_ar_acc 0.6994011976047905 ########## 04/13/2022 07:08:16 - INFO - __main__ - ########## test_bg_acc 0.7463073852295409 ########## 04/13/2022 07:08:26 - INFO - __main__ - ########## test_de_acc 0.7419161676646706 ########## 04/13/2022 07:08:35 - INFO - __main__ - ########## test_el_acc 0.7265469061876247 ########## 04/13/2022 07:08:44 - INFO - __main__ - ########## test_en_acc 0.8311377245508982 ########## 04/13/2022 07:08:54 - INFO - __main__ - ########## test_es_acc 0.7712574850299401 ########## 04/13/2022 07:09:03 - INFO - __main__ - ########## test_fr_acc 0.7654690618762475 ########## 04/13/2022 07:09:13 - INFO - __main__ - ########## test_hi_acc 0.6512974051896208 ########## 04/13/2022 07:09:22 - INFO - __main__ - ########## test_ru_acc 0.7231536926147705 ########## 04/13/2022 07:09:31 - INFO - __main__ - ########## test_sw_acc 0.6596806387225549 ########## 04/13/2022 07:09:40 - INFO - __main__ - ########## test_th_acc 0.6704590818363273 ########## 04/13/2022 07:09:49 - INFO - __main__ - ########## test_tr_acc 0.6912175648702594 ########## 04/13/2022 07:09:59 - INFO - __main__ - ########## test_ur_acc 0.6261477045908184 ########## 04/13/2022 07:10:08 - INFO - __main__ - ########## test_vi_acc 0.704191616766467 ########## 04/13/2022 07:10:17 - INFO - __main__ - ########## test_zh_acc 0.7099800399201597 ########## 04/13/2022 07:10:17 - INFO - __main__ - val_ar_acc = 0.6907630522088354 04/13/2022 07:10:17 - INFO - __main__ - val_bg_acc = 0.7305220883534137 04/13/2022 07:10:17 - INFO - __main__ - val_de_acc = 0.7377510040160643 04/13/2022 07:10:17 - INFO - __main__ - val_el_acc = 0.7317269076305221 04/13/2022 07:10:17 - INFO - __main__ - val_en_acc = 0.8361445783132531 04/13/2022 07:10:17 - INFO - __main__ - val_es_acc = 0.7682730923694779 04/13/2022 07:10:17 - INFO - __main__ - val_fr_acc = 0.7642570281124498 04/13/2022 07:10:17 - INFO - __main__ - val_hi_acc = 0.6518072289156627 04/13/2022 07:10:17 - INFO - __main__ - val_ru_acc = 0.7120481927710843 04/13/2022 07:10:17 - INFO - __main__ - val_sw_acc = 0.6473895582329318 04/13/2022 07:10:17 - INFO - __main__ - val_th_acc = 0.6646586345381527 04/13/2022 07:10:17 - INFO - __main__ - val_tr_acc = 0.6931726907630522 04/13/2022 07:10:17 - INFO - __main__ - val_ur_acc = 0.6172690763052209 04/13/2022 07:10:17 - INFO - __main__ - val_vi_acc = 0.702008032128514 04/13/2022 07:10:17 - INFO - __main__ - val_zh_acc = 0.7176706827309237 04/13/2022 07:10:17 - INFO - __main__ - val_avg_acc = 0.7110307898259707 04/13/2022 07:10:17 - INFO - __main__ - test_ar_acc = 0.6994011976047905 04/13/2022 07:10:17 - INFO - __main__ - test_bg_acc = 0.7463073852295409 04/13/2022 07:10:17 - INFO - __main__ - test_de_acc = 0.7419161676646706 04/13/2022 07:10:17 - INFO - __main__ - test_el_acc = 0.7265469061876247 04/13/2022 07:10:17 - INFO - __main__ - test_en_acc = 0.8311377245508982 04/13/2022 07:10:17 - INFO - __main__ - test_es_acc = 0.7712574850299401 04/13/2022 07:10:17 - INFO - __main__ - test_fr_acc = 0.7654690618762475 04/13/2022 07:10:17 - INFO - __main__ - test_hi_acc = 0.6512974051896208 04/13/2022 07:10:17 - INFO - __main__ - test_ru_acc = 0.7231536926147705 04/13/2022 07:10:17 - INFO - __main__ - test_sw_acc = 0.6596806387225549 04/13/2022 07:10:17 - INFO - __main__ - test_th_acc = 0.6704590818363273 04/13/2022 07:10:17 - INFO - __main__ - test_tr_acc = 0.6912175648702594 04/13/2022 07:10:17 - INFO - __main__ - test_ur_acc = 0.6261477045908184 04/13/2022 07:10:17 - INFO - __main__ - test_vi_acc = 0.704191616766467 04/13/2022 07:10:17 - INFO - __main__ - test_zh_acc = 0.7099800399201597 04/13/2022 07:10:17 - INFO - __main__ - test_avg_acc = 0.7145442448436461 04/13/2022 07:10:18 - INFO - utils - remove old ckpt: xnli_right_avg_new/ckpt/step-322500-test_avg_acc-0.7145442448436461-val_avg_acc-0.7110307898259707 04/13/2022 07:10:18 - INFO - __main__ - ********** Evaluating Done ********** 04/13/2022 07:10:23 - INFO - __main__ - global_steps 322550 loss: 0.09273053 04/13/2022 07:10:27 - INFO - __main__ - global_steps 322600 loss: 0.13621909 04/13/2022 07:10:32 - INFO - __main__ - global_steps 322650 loss: 0.14668814 04/13/2022 07:10:36 - INFO - __main__ - global_steps 322700 loss: 0.14438695 04/13/2022 07:10:41 - INFO - __main__ - global_steps 322750 loss: 0.12933556 04/13/2022 07:10:46 - INFO - __main__ - global_steps 322800 loss: 0.11801972 04/13/2022 07:10:50 - INFO - __main__ - global_steps 322850 loss: 0.15416131 04/13/2022 07:10:55 - INFO - __main__ - global_steps 322900 loss: 0.10502493 04/13/2022 07:11:00 - INFO - __main__ - global_steps 322950 loss: 0.09985061 04/13/2022 07:11:05 - INFO - __main__ - global_steps 323000 loss: 0.14506348 04/13/2022 07:11:09 - INFO - __main__ - global_steps 323050 loss: 0.14537215 04/13/2022 07:11:14 - INFO - __main__ - global_steps 323100 loss: 0.13523735 04/13/2022 07:11:18 - INFO - __main__ - global_steps 323150 loss: 0.11868384 04/13/2022 07:11:23 - INFO - __main__ - global_steps 323200 loss: 0.13803733 04/13/2022 07:11:28 - INFO - __main__ - global_steps 323250 loss: 0.17880859 04/13/2022 07:11:32 - INFO - __main__ - global_steps 323300 loss: 0.13128240 04/13/2022 07:11:37 - INFO - __main__ - global_steps 323350 loss: 0.14796016 04/13/2022 07:11:42 - INFO - __main__ - global_steps 323400 loss: 0.14116183 04/13/2022 07:11:47 - INFO - __main__ - global_steps 323450 loss: 0.12704751 04/13/2022 07:11:51 - INFO - __main__ - global_steps 323500 loss: 0.13489729 04/13/2022 07:11:56 - INFO - __main__ - global_steps 323550 loss: 0.11676946 04/13/2022 07:12:01 - INFO - __main__ - global_steps 323600 loss: 0.17835630 04/13/2022 07:12:06 - INFO - __main__ - global_steps 323650 loss: 0.10454394 04/13/2022 07:12:10 - INFO - __main__ - global_steps 323700 loss: 0.13571839 04/13/2022 07:12:15 - INFO - __main__ - global_steps 323750 loss: 0.12558195 04/13/2022 07:12:20 - INFO - __main__ - global_steps 323800 loss: 0.15613543 04/13/2022 07:12:25 - INFO - __main__ - global_steps 323850 loss: 0.13149704 04/13/2022 07:12:29 - INFO - __main__ - global_steps 323900 loss: 0.15283000 04/13/2022 07:12:34 - INFO - __main__ - global_steps 323950 loss: 0.15541770 04/13/2022 07:12:39 - INFO - __main__ - global_steps 324000 loss: 0.17685537 04/13/2022 07:12:43 - INFO - __main__ - global_steps 324050 loss: 0.13498906 04/13/2022 07:12:48 - INFO - __main__ - global_steps 324100 loss: 0.17139336 04/13/2022 07:12:53 - INFO - __main__ - global_steps 324150 loss: 0.14435507 04/13/2022 07:12:58 - INFO - __main__ - global_steps 324200 loss: 0.17289121 04/13/2022 07:13:02 - INFO - __main__ - global_steps 324250 loss: 0.09984388 04/13/2022 07:13:07 - INFO - __main__ - global_steps 324300 loss: 0.14722562 04/13/2022 07:13:12 - INFO - __main__ - global_steps 324350 loss: 0.11572274 04/13/2022 07:13:17 - INFO - __main__ - global_steps 324400 loss: 0.10166969 04/13/2022 07:13:22 - INFO - __main__ - global_steps 324450 loss: 0.12208979 04/13/2022 07:13:26 - INFO - __main__ - global_steps 324500 loss: 0.15101250 04/13/2022 07:13:31 - INFO - __main__ - global_steps 324550 loss: 0.16858871 04/13/2022 07:13:36 - INFO - __main__ - global_steps 324600 loss: 0.13843495 04/13/2022 07:13:40 - INFO - __main__ - global_steps 324650 loss: 0.13018569 04/13/2022 07:13:45 - INFO - __main__ - global_steps 324700 loss: 0.09509938 04/13/2022 07:13:50 - INFO - __main__ - global_steps 324750 loss: 0.15619840 04/13/2022 07:13:55 - INFO - __main__ - global_steps 324800 loss: 0.13266875 04/13/2022 07:13:59 - INFO - __main__ - global_steps 324850 loss: 0.16163440 04/13/2022 07:14:04 - INFO - __main__ - global_steps 324900 loss: 0.09893197 04/13/2022 07:14:09 - INFO - __main__ - global_steps 324950 loss: 0.11212683 04/13/2022 07:14:14 - INFO - __main__ - global_steps 325000 loss: 0.15409658 04/13/2022 07:14:14 - INFO - __main__ - ********** Running evaluating ********** 04/13/2022 07:14:18 - INFO - __main__ - ########## val_ar_acc 0.7012048192771084 ########## 04/13/2022 07:14:23 - INFO - __main__ - ########## val_bg_acc 0.7409638554216867 ########## 04/13/2022 07:14:27 - INFO - __main__ - ########## val_de_acc 0.7441767068273092 ########## 04/13/2022 07:14:32 - INFO - __main__ - ########## val_el_acc 0.7377510040160643 ########## 04/13/2022 07:14:36 - INFO - __main__ - ########## val_en_acc 0.8449799196787149 ########## 04/13/2022 07:14:41 - INFO - __main__ - ########## val_es_acc 0.7823293172690763 ########## 04/13/2022 07:14:45 - INFO - __main__ - ########## val_fr_acc 0.7590361445783133 ########## 04/13/2022 07:14:50 - INFO - __main__ - ########## val_hi_acc 0.665863453815261 ########## 04/13/2022 07:14:55 - INFO - __main__ - ########## val_ru_acc 0.7128514056224899 ########## 04/13/2022 07:14:59 - INFO - __main__ - ########## val_sw_acc 0.6582329317269077 ########## 04/13/2022 07:15:04 - INFO - __main__ - ########## val_th_acc 0.678714859437751 ########## 04/13/2022 07:15:08 - INFO - __main__ - ########## val_tr_acc 0.6951807228915663 ########## 04/13/2022 07:15:13 - INFO - __main__ - ########## val_ur_acc 0.6124497991967871 ########## 04/13/2022 07:15:18 - INFO - __main__ - ########## val_vi_acc 0.7128514056224899 ########## 04/13/2022 07:15:22 - INFO - __main__ - ########## val_zh_acc 0.7281124497991968 ########## 04/13/2022 07:15:31 - INFO - __main__ - ########## test_ar_acc 0.7035928143712575 ########## 04/13/2022 07:15:41 - INFO - __main__ - ########## test_bg_acc 0.7514970059880239 ########## 04/13/2022 07:15:50 - INFO - __main__ - ########## test_de_acc 0.7473053892215569 ########## 04/13/2022 07:15:59 - INFO - __main__ - ########## test_el_acc 0.7311377245508982 ########## 04/13/2022 07:16:08 - INFO - __main__ - ########## test_en_acc 0.8391217564870259 ########## 04/13/2022 07:16:18 - INFO - __main__ - ########## test_es_acc 0.7816367265469062 ########## 04/13/2022 07:16:27 - INFO - __main__ - ########## test_fr_acc 0.7738522954091817 ########## 04/13/2022 07:16:37 - INFO - __main__ - ########## test_hi_acc 0.6508982035928144 ########## 04/13/2022 07:16:46 - INFO - __main__ - ########## test_ru_acc 0.7365269461077845 ########## 04/13/2022 07:16:55 - INFO - __main__ - ########## test_sw_acc 0.6674650698602794 ########## 04/13/2022 07:17:04 - INFO - __main__ - ########## test_th_acc 0.687624750499002 ########## 04/13/2022 07:17:13 - INFO - __main__ - ########## test_tr_acc 0.6966067864271457 ########## 04/13/2022 07:17:23 - INFO - __main__ - ########## test_ur_acc 0.6231536926147705 ########## 04/13/2022 07:17:32 - INFO - __main__ - ########## test_vi_acc 0.7181636726546906 ########## 04/13/2022 07:17:41 - INFO - __main__ - ########## test_zh_acc 0.7167664670658682 ########## 04/13/2022 07:17:41 - INFO - __main__ - val_ar_acc = 0.7012048192771084 04/13/2022 07:17:41 - INFO - __main__ - val_bg_acc = 0.7409638554216867 04/13/2022 07:17:41 - INFO - __main__ - val_de_acc = 0.7441767068273092 04/13/2022 07:17:41 - INFO - __main__ - val_el_acc = 0.7377510040160643 04/13/2022 07:17:41 - INFO - __main__ - val_en_acc = 0.8449799196787149 04/13/2022 07:17:41 - INFO - __main__ - val_es_acc = 0.7823293172690763 04/13/2022 07:17:41 - INFO - __main__ - val_fr_acc = 0.7590361445783133 04/13/2022 07:17:41 - INFO - __main__ - val_hi_acc = 0.665863453815261 04/13/2022 07:17:41 - INFO - __main__ - val_ru_acc = 0.7128514056224899 04/13/2022 07:17:41 - INFO - __main__ - val_sw_acc = 0.6582329317269077 04/13/2022 07:17:41 - INFO - __main__ - val_th_acc = 0.678714859437751 04/13/2022 07:17:41 - INFO - __main__ - val_tr_acc = 0.6951807228915663 04/13/2022 07:17:41 - INFO - __main__ - val_ur_acc = 0.6124497991967871 04/13/2022 07:17:41 - INFO - __main__ - val_vi_acc = 0.7128514056224899 04/13/2022 07:17:41 - INFO - __main__ - val_zh_acc = 0.7281124497991968 04/13/2022 07:17:41 - INFO - __main__ - val_avg_acc = 0.7183132530120481 04/13/2022 07:17:41 - INFO - __main__ - test_ar_acc = 0.7035928143712575 04/13/2022 07:17:41 - INFO - __main__ - test_bg_acc = 0.7514970059880239 04/13/2022 07:17:41 - INFO - __main__ - test_de_acc = 0.7473053892215569 04/13/2022 07:17:41 - INFO - __main__ - test_el_acc = 0.7311377245508982 04/13/2022 07:17:41 - INFO - __main__ - test_en_acc = 0.8391217564870259 04/13/2022 07:17:41 - INFO - __main__ - test_es_acc = 0.7816367265469062 04/13/2022 07:17:41 - INFO - __main__ - test_fr_acc = 0.7738522954091817 04/13/2022 07:17:41 - INFO - __main__ - test_hi_acc = 0.6508982035928144 04/13/2022 07:17:41 - INFO - __main__ - test_ru_acc = 0.7365269461077845 04/13/2022 07:17:41 - INFO - __main__ - test_sw_acc = 0.6674650698602794 04/13/2022 07:17:41 - INFO - __main__ - test_th_acc = 0.687624750499002 04/13/2022 07:17:41 - INFO - __main__ - test_tr_acc = 0.6966067864271457 04/13/2022 07:17:41 - INFO - __main__ - test_ur_acc = 0.6231536926147705 04/13/2022 07:17:41 - INFO - __main__ - test_vi_acc = 0.7181636726546906 04/13/2022 07:17:41 - INFO - __main__ - test_zh_acc = 0.7167664670658682 04/13/2022 07:17:41 - INFO - __main__ - test_avg_acc = 0.7216899534264803 04/13/2022 07:17:42 - INFO - utils - remove old ckpt: xnli_right_avg_new/ckpt/step-325000-test_avg_acc-0.7216899534264803-val_avg_acc-0.7183132530120481 04/13/2022 07:17:42 - INFO - __main__ - ********** Evaluating Done ********** 04/13/2022 07:17:47 - INFO - __main__ - global_steps 325050 loss: 0.19962940 04/13/2022 07:17:52 - INFO - __main__ - global_steps 325100 loss: 0.14136040 04/13/2022 07:17:57 - INFO - __main__ - global_steps 325150 loss: 0.10650219 04/13/2022 07:18:01 - INFO - __main__ - global_steps 325200 loss: 0.16661273 04/13/2022 07:18:06 - INFO - __main__ - global_steps 325250 loss: 0.21694985 04/13/2022 07:18:11 - INFO - __main__ - global_steps 325300 loss: 0.17405416 04/13/2022 07:18:16 - INFO - __main__ - global_steps 325350 loss: 0.16144932 04/13/2022 07:18:20 - INFO - __main__ - global_steps 325400 loss: 0.16062750 04/13/2022 07:18:25 - INFO - __main__ - global_steps 325450 loss: 0.11953496 04/13/2022 07:18:30 - INFO - __main__ - global_steps 325500 loss: 0.13296929 04/13/2022 07:18:35 - INFO - __main__ - global_steps 325550 loss: 0.12482747 04/13/2022 07:18:40 - INFO - __main__ - global_steps 325600 loss: 0.10328339 04/13/2022 07:18:44 - INFO - __main__ - global_steps 325650 loss: 0.11759320 04/13/2022 07:18:49 - INFO - __main__ - global_steps 325700 loss: 0.13822796 04/13/2022 07:18:54 - INFO - __main__ - global_steps 325750 loss: 0.11878985 04/13/2022 07:18:58 - INFO - __main__ - global_steps 325800 loss: 0.10535081 04/13/2022 07:19:03 - INFO - __main__ - global_steps 325850 loss: 0.11575131 04/13/2022 07:19:07 - INFO - __main__ - global_steps 325900 loss: 0.14892331 04/13/2022 07:19:12 - INFO - __main__ - global_steps 325950 loss: 0.13730906 04/13/2022 07:19:17 - INFO - __main__ - global_steps 326000 loss: 0.14092243 04/13/2022 07:19:21 - INFO - __main__ - global_steps 326050 loss: 0.09478315 04/13/2022 07:19:26 - INFO - __main__ - global_steps 326100 loss: 0.14219194 04/13/2022 07:19:30 - INFO - __main__ - global_steps 326150 loss: 0.08022436 04/13/2022 07:19:35 - INFO - __main__ - global_steps 326200 loss: 0.12269972 04/13/2022 07:19:39 - INFO - __main__ - global_steps 326250 loss: 0.11117427 04/13/2022 07:19:44 - INFO - __main__ - global_steps 326300 loss: 0.15598231 04/13/2022 07:19:48 - INFO - __main__ - global_steps 326350 loss: 0.11929163 04/13/2022 07:19:53 - INFO - __main__ - global_steps 326400 loss: 0.13346462 04/13/2022 07:19:57 - INFO - __main__ - global_steps 326450 loss: 0.14986234 04/13/2022 07:20:02 - INFO - __main__ - global_steps 326500 loss: 0.11366161 04/13/2022 07:20:06 - INFO - __main__ - global_steps 326550 loss: 0.12093605 04/13/2022 07:20:11 - INFO - __main__ - global_steps 326600 loss: 0.14378537 04/13/2022 07:20:15 - INFO - __main__ - global_steps 326650 loss: 0.12648938 04/13/2022 07:20:20 - INFO - __main__ - global_steps 326700 loss: 0.12586731 04/13/2022 07:20:24 - INFO - __main__ - global_steps 326750 loss: 0.15606684 04/13/2022 07:20:29 - INFO - __main__ - global_steps 326800 loss: 0.09703798 04/13/2022 07:20:34 - INFO - __main__ - global_steps 326850 loss: 0.13829239 04/13/2022 07:20:38 - INFO - __main__ - global_steps 326900 loss: 0.11318950 04/13/2022 07:20:43 - INFO - __main__ - global_steps 326950 loss: 0.09313884 04/13/2022 07:20:48 - INFO - __main__ - global_steps 327000 loss: 0.14453854 04/13/2022 07:20:53 - INFO - __main__ - global_steps 327050 loss: 0.13788901 04/13/2022 07:20:57 - INFO - __main__ - global_steps 327100 loss: 0.12191480 04/13/2022 07:21:02 - INFO - __main__ - global_steps 327150 loss: 0.17555228 04/13/2022 07:21:07 - INFO - __main__ - global_steps 327200 loss: 0.19033066 04/13/2022 07:21:12 - INFO - __main__ - global_steps 327250 loss: 0.15257706 04/13/2022 07:21:16 - INFO - __main__ - global_steps 327300 loss: 0.14745445 04/13/2022 07:21:21 - INFO - __main__ - global_steps 327350 loss: 0.15399186 04/13/2022 07:21:26 - INFO - __main__ - global_steps 327400 loss: 0.17355940 04/13/2022 07:21:31 - INFO - __main__ - global_steps 327450 loss: 0.13854432 04/13/2022 07:21:36 - INFO - __main__ - global_steps 327500 loss: 0.20073008 04/13/2022 07:21:36 - INFO - __main__ - ********** Running evaluating ********** 04/13/2022 07:21:40 - INFO - __main__ - ########## val_ar_acc 0.721285140562249 ########## 04/13/2022 07:21:45 - INFO - __main__ - ########## val_bg_acc 0.7514056224899598 ########## 04/13/2022 07:21:50 - INFO - __main__ - ########## val_de_acc 0.7614457831325301 ########## 04/13/2022 07:21:54 - INFO - __main__ - ########## val_el_acc 0.761847389558233 ########## 04/13/2022 07:21:59 - INFO - __main__ - ########## val_en_acc 0.8518072289156626 ########## 04/13/2022 07:22:04 - INFO - __main__ - ########## val_es_acc 0.7943775100401607 ########## 04/13/2022 07:22:08 - INFO - __main__ - ########## val_fr_acc 0.7775100401606426 ########## 04/13/2022 07:22:14 - INFO - __main__ - ########## val_hi_acc 0.6887550200803213 ########## 04/13/2022 07:22:18 - INFO - __main__ - ########## val_ru_acc 0.7333333333333333 ########## 04/13/2022 07:22:23 - INFO - __main__ - ########## val_sw_acc 0.6670682730923695 ########## 04/13/2022 07:22:27 - INFO - __main__ - ########## val_th_acc 0.7008032128514057 ########## 04/13/2022 07:22:32 - INFO - __main__ - ########## val_tr_acc 0.7088353413654619 ########## 04/13/2022 07:22:37 - INFO - __main__ - ########## val_ur_acc 0.6397590361445783 ########## 04/13/2022 07:22:41 - INFO - __main__ - ########## val_vi_acc 0.7385542168674699 ########## 04/13/2022 07:22:46 - INFO - __main__ - ########## val_zh_acc 0.7441767068273092 ########## 04/13/2022 07:22:55 - INFO - __main__ - ########## test_ar_acc 0.7245508982035929 ########## 04/13/2022 07:23:05 - INFO - __main__ - ########## test_bg_acc 0.7676646706586826 ########## 04/13/2022 07:23:14 - INFO - __main__ - ########## test_de_acc 0.7644710578842315 ########## 04/13/2022 07:23:23 - INFO - __main__ - ########## test_el_acc 0.755688622754491 ########## 04/13/2022 07:23:31 - INFO - __main__ - ########## test_en_acc 0.8546906187624751 ########## 04/13/2022 07:23:40 - INFO - __main__ - ########## test_es_acc 0.7952095808383234 ########## 04/13/2022 07:23:50 - INFO - __main__ - ########## test_fr_acc 0.7878243512974051 ########## 04/13/2022 07:23:59 - INFO - __main__ - ########## test_hi_acc 0.6724550898203593 ########## 04/13/2022 07:24:08 - INFO - __main__ - ########## test_ru_acc 0.754690618762475 ########## 04/13/2022 07:24:17 - INFO - __main__ - ########## test_sw_acc 0.6884231536926148 ########## 04/13/2022 07:24:26 - INFO - __main__ - ########## test_th_acc 0.713373253493014 ########## 04/13/2022 07:24:35 - INFO - __main__ - ########## test_tr_acc 0.7137724550898203 ########## 04/13/2022 07:24:45 - INFO - __main__ - ########## test_ur_acc 0.6506986027944112 ########## 04/13/2022 07:24:54 - INFO - __main__ - ########## test_vi_acc 0.7369261477045909 ########## 04/13/2022 07:25:03 - INFO - __main__ - ########## test_zh_acc 0.7379241516966067 ########## 04/13/2022 07:25:03 - INFO - __main__ - val_ar_acc = 0.721285140562249 04/13/2022 07:25:03 - INFO - __main__ - val_bg_acc = 0.7514056224899598 04/13/2022 07:25:03 - INFO - __main__ - val_de_acc = 0.7614457831325301 04/13/2022 07:25:03 - INFO - __main__ - val_el_acc = 0.761847389558233 04/13/2022 07:25:03 - INFO - __main__ - val_en_acc = 0.8518072289156626 04/13/2022 07:25:03 - INFO - __main__ - val_es_acc = 0.7943775100401607 04/13/2022 07:25:03 - INFO - __main__ - val_fr_acc = 0.7775100401606426 04/13/2022 07:25:03 - INFO - __main__ - val_hi_acc = 0.6887550200803213 04/13/2022 07:25:03 - INFO - __main__ - val_ru_acc = 0.7333333333333333 04/13/2022 07:25:03 - INFO - __main__ - val_sw_acc = 0.6670682730923695 04/13/2022 07:25:03 - INFO - __main__ - val_th_acc = 0.7008032128514057 04/13/2022 07:25:03 - INFO - __main__ - val_tr_acc = 0.7088353413654619 04/13/2022 07:25:03 - INFO - __main__ - val_ur_acc = 0.6397590361445783 04/13/2022 07:25:03 - INFO - __main__ - val_vi_acc = 0.7385542168674699 04/13/2022 07:25:03 - INFO - __main__ - val_zh_acc = 0.7441767068273092 04/13/2022 07:25:03 - INFO - __main__ - val_avg_acc = 0.7360642570281125 04/13/2022 07:25:03 - INFO - __main__ - test_ar_acc = 0.7245508982035929 04/13/2022 07:25:03 - INFO - __main__ - test_bg_acc = 0.7676646706586826 04/13/2022 07:25:03 - INFO - __main__ - test_de_acc = 0.7644710578842315 04/13/2022 07:25:03 - INFO - __main__ - test_el_acc = 0.755688622754491 04/13/2022 07:25:03 - INFO - __main__ - test_en_acc = 0.8546906187624751 04/13/2022 07:25:03 - INFO - __main__ - test_es_acc = 0.7952095808383234 04/13/2022 07:25:03 - INFO - __main__ - test_fr_acc = 0.7878243512974051 04/13/2022 07:25:03 - INFO - __main__ - test_hi_acc = 0.6724550898203593 04/13/2022 07:25:03 - INFO - __main__ - test_ru_acc = 0.754690618762475 04/13/2022 07:25:03 - INFO - __main__ - test_sw_acc = 0.6884231536926148 04/13/2022 07:25:03 - INFO - __main__ - test_th_acc = 0.713373253493014 04/13/2022 07:25:03 - INFO - __main__ - test_tr_acc = 0.7137724550898203 04/13/2022 07:25:03 - INFO - __main__ - test_ur_acc = 0.6506986027944112 04/13/2022 07:25:03 - INFO - __main__ - test_vi_acc = 0.7369261477045909 04/13/2022 07:25:03 - INFO - __main__ - test_zh_acc = 0.7379241516966067 04/13/2022 07:25:03 - INFO - __main__ - test_avg_acc = 0.7412242182302062 04/13/2022 07:25:05 - INFO - utils - remove old ckpt: xnli_right_avg_new/ckpt/step-327500-test_avg_acc-0.7412242182302062-val_avg_acc-0.7360642570281125 04/13/2022 07:25:05 - INFO - __main__ - ********** Evaluating Done ********** 04/13/2022 07:25:10 - INFO - __main__ - global_steps 327550 loss: 0.12897279 04/13/2022 07:25:14 - INFO - __main__ - global_steps 327600 loss: 0.09462169 04/13/2022 07:25:19 - INFO - __main__ - global_steps 327650 loss: 0.16308723 04/13/2022 07:25:24 - INFO - __main__ - global_steps 327700 loss: 0.12690924 04/13/2022 07:25:29 - INFO - __main__ - global_steps 327750 loss: 0.14989212 04/13/2022 07:25:34 - INFO - __main__ - global_steps 327800 loss: 0.20581763 04/13/2022 07:25:39 - INFO - __main__ - global_steps 327850 loss: 0.15844518 04/13/2022 07:25:43 - INFO - __main__ - global_steps 327900 loss: 0.11484729 04/13/2022 07:25:48 - INFO - __main__ - global_steps 327950 loss: 0.17782640 04/13/2022 07:25:53 - INFO - __main__ - global_steps 328000 loss: 0.16262877 04/13/2022 07:25:58 - INFO - __main__ - global_steps 328050 loss: 0.13289093 04/13/2022 07:26:03 - INFO - __main__ - global_steps 328100 loss: 0.18818190 04/13/2022 07:26:07 - INFO - __main__ - global_steps 328150 loss: 0.18609134 04/13/2022 07:26:12 - INFO - __main__ - global_steps 328200 loss: 0.19127654 04/13/2022 07:26:17 - INFO - __main__ - global_steps 328250 loss: 0.15929080 04/13/2022 07:26:22 - INFO - __main__ - global_steps 328300 loss: 0.19312304 04/13/2022 07:26:26 - INFO - __main__ - global_steps 328350 loss: 0.15404611 04/13/2022 07:26:31 - INFO - __main__ - global_steps 328400 loss: 0.11759795 04/13/2022 07:26:36 - INFO - __main__ - global_steps 328450 loss: 0.17841152 04/13/2022 07:26:40 - INFO - __main__ - global_steps 328500 loss: 0.18143299 04/13/2022 07:26:45 - INFO - __main__ - global_steps 328550 loss: 0.15228806 04/13/2022 07:26:49 - INFO - __main__ - global_steps 328600 loss: 0.15136460 04/13/2022 07:26:53 - INFO - __main__ - global_steps 328650 loss: 0.12673266 04/13/2022 07:26:58 - INFO - __main__ - global_steps 328700 loss: 0.16275021 04/13/2022 07:27:02 - INFO - __main__ - global_steps 328750 loss: 0.17982405 04/13/2022 07:27:06 - INFO - __main__ - global_steps 328800 loss: 0.13849766 04/13/2022 07:27:11 - INFO - __main__ - global_steps 328850 loss: 0.15001300 04/13/2022 07:27:16 - INFO - __main__ - global_steps 328900 loss: 0.10524353 04/13/2022 07:27:21 - INFO - __main__ - global_steps 328950 loss: 0.12120145 04/13/2022 07:27:25 - INFO - __main__ - global_steps 329000 loss: 0.12527861 04/13/2022 07:27:30 - INFO - __main__ - global_steps 329050 loss: 0.15687138 04/13/2022 07:27:35 - INFO - __main__ - global_steps 329100 loss: 0.20646826 04/13/2022 07:27:40 - INFO - __main__ - global_steps 329150 loss: 0.09683316 04/13/2022 07:27:45 - INFO - __main__ - global_steps 329200 loss: 0.10399702 04/13/2022 07:27:49 - INFO - __main__ - global_steps 329250 loss: 0.11837279 04/13/2022 07:27:54 - INFO - __main__ - global_steps 329300 loss: 0.14538649 04/13/2022 07:27:59 - INFO - __main__ - global_steps 329350 loss: 0.15898214 04/13/2022 07:28:03 - INFO - __main__ - global_steps 329400 loss: 0.17386365 04/13/2022 07:28:08 - INFO - __main__ - global_steps 329450 loss: 0.12554282 04/13/2022 07:28:12 - INFO - __main__ - global_steps 329500 loss: 0.15489452 04/13/2022 07:28:17 - INFO - __main__ - global_steps 329550 loss: 0.13230638 04/13/2022 07:28:22 - INFO - __main__ - global_steps 329600 loss: 0.18414046 04/13/2022 07:28:26 - INFO - __main__ - global_steps 329650 loss: 0.14567613 04/13/2022 07:28:31 - INFO - __main__ - global_steps 329700 loss: 0.17117232 04/13/2022 07:28:36 - INFO - __main__ - global_steps 329750 loss: 0.17796233 04/13/2022 07:28:41 - INFO - __main__ - global_steps 329800 loss: 0.18050597 04/13/2022 07:28:45 - INFO - __main__ - global_steps 329850 loss: 0.15220792 04/13/2022 07:28:50 - INFO - __main__ - global_steps 329900 loss: 0.14152052 04/13/2022 07:28:55 - INFO - __main__ - global_steps 329950 loss: 0.15312390 04/13/2022 07:29:00 - INFO - __main__ - global_steps 330000 loss: 0.16363175 04/13/2022 07:29:00 - INFO - __main__ - ********** Running evaluating ********** 04/13/2022 07:29:04 - INFO - __main__ - ########## val_ar_acc 0.7080321285140563 ########## 04/13/2022 07:29:09 - INFO - __main__ - ########## val_bg_acc 0.7506024096385542 ########## 04/13/2022 07:29:13 - INFO - __main__ - ########## val_de_acc 0.751004016064257 ########## 04/13/2022 07:29:18 - INFO - __main__ - ########## val_el_acc 0.7405622489959839 ########## 04/13/2022 07:29:23 - INFO - __main__ - ########## val_en_acc 0.8417670682730923 ########## 04/13/2022 07:29:27 - INFO - __main__ - ########## val_es_acc 0.7891566265060241 ########## 04/13/2022 07:29:32 - INFO - __main__ - ########## val_fr_acc 0.7718875502008032 ########## 04/13/2022 07:29:36 - INFO - __main__ - ########## val_hi_acc 0.6714859437751004 ########## 04/13/2022 07:29:41 - INFO - __main__ - ########## val_ru_acc 0.7220883534136546 ########## 04/13/2022 07:29:45 - INFO - __main__ - ########## val_sw_acc 0.6622489959839357 ########## 04/13/2022 07:29:50 - INFO - __main__ - ########## val_th_acc 0.6867469879518072 ########## 04/13/2022 07:29:54 - INFO - __main__ - ########## val_tr_acc 0.706425702811245 ########## 04/13/2022 07:29:59 - INFO - __main__ - ########## val_ur_acc 0.62570281124498 ########## 04/13/2022 07:30:04 - INFO - __main__ - ########## val_vi_acc 0.7261044176706827 ########## 04/13/2022 07:30:08 - INFO - __main__ - ########## val_zh_acc 0.7349397590361446 ########## 04/13/2022 07:30:16 - INFO - __main__ - ########## test_ar_acc 0.7097804391217565 ########## 04/13/2022 07:30:26 - INFO - __main__ - ########## test_bg_acc 0.7558882235528942 ########## 04/13/2022 07:30:35 - INFO - __main__ - ########## test_de_acc 0.7600798403193613 ########## 04/13/2022 07:30:44 - INFO - __main__ - ########## test_el_acc 0.7381237524950099 ########## 04/13/2022 07:30:53 - INFO - __main__ - ########## test_en_acc 0.8431137724550898 ########## 04/13/2022 07:31:02 - INFO - __main__ - ########## test_es_acc 0.787624750499002 ########## 04/13/2022 07:31:12 - INFO - __main__ - ########## test_fr_acc 0.7806387225548902 ########## 04/13/2022 07:31:22 - INFO - __main__ - ########## test_hi_acc 0.6666666666666666 ########## 04/13/2022 07:31:31 - INFO - __main__ - ########## test_ru_acc 0.7435129740518962 ########## 04/13/2022 07:31:40 - INFO - __main__ - ########## test_sw_acc 0.6760479041916168 ########## 04/13/2022 07:31:49 - INFO - __main__ - ########## test_th_acc 0.6868263473053893 ########## 04/13/2022 07:31:58 - INFO - __main__ - ########## test_tr_acc 0.7049900199600798 ########## 04/13/2022 07:32:08 - INFO - __main__ - ########## test_ur_acc 0.6351297405189621 ########## 04/13/2022 07:32:17 - INFO - __main__ - ########## test_vi_acc 0.7251497005988023 ########## 04/13/2022 07:32:27 - INFO - __main__ - ########## test_zh_acc 0.731936127744511 ########## 04/13/2022 07:32:27 - INFO - __main__ - val_ar_acc = 0.7080321285140563 04/13/2022 07:32:27 - INFO - __main__ - val_bg_acc = 0.7506024096385542 04/13/2022 07:32:27 - INFO - __main__ - val_de_acc = 0.751004016064257 04/13/2022 07:32:27 - INFO - __main__ - val_el_acc = 0.7405622489959839 04/13/2022 07:32:27 - INFO - __main__ - val_en_acc = 0.8417670682730923 04/13/2022 07:32:27 - INFO - __main__ - val_es_acc = 0.7891566265060241 04/13/2022 07:32:27 - INFO - __main__ - val_fr_acc = 0.7718875502008032 04/13/2022 07:32:27 - INFO - __main__ - val_hi_acc = 0.6714859437751004 04/13/2022 07:32:27 - INFO - __main__ - val_ru_acc = 0.7220883534136546 04/13/2022 07:32:27 - INFO - __main__ - val_sw_acc = 0.6622489959839357 04/13/2022 07:32:27 - INFO - __main__ - val_th_acc = 0.6867469879518072 04/13/2022 07:32:27 - INFO - __main__ - val_tr_acc = 0.706425702811245 04/13/2022 07:32:27 - INFO - __main__ - val_ur_acc = 0.62570281124498 04/13/2022 07:32:27 - INFO - __main__ - val_vi_acc = 0.7261044176706827 04/13/2022 07:32:27 - INFO - __main__ - val_zh_acc = 0.7349397590361446 04/13/2022 07:32:27 - INFO - __main__ - val_avg_acc = 0.7259170013386881 04/13/2022 07:32:27 - INFO - __main__ - test_ar_acc = 0.7097804391217565 04/13/2022 07:32:27 - INFO - __main__ - test_bg_acc = 0.7558882235528942 04/13/2022 07:32:27 - INFO - __main__ - test_de_acc = 0.7600798403193613 04/13/2022 07:32:27 - INFO - __main__ - test_el_acc = 0.7381237524950099 04/13/2022 07:32:27 - INFO - __main__ - test_en_acc = 0.8431137724550898 04/13/2022 07:32:27 - INFO - __main__ - test_es_acc = 0.787624750499002 04/13/2022 07:32:27 - INFO - __main__ - test_fr_acc = 0.7806387225548902 04/13/2022 07:32:27 - INFO - __main__ - test_hi_acc = 0.6666666666666666 04/13/2022 07:32:27 - INFO - __main__ - test_ru_acc = 0.7435129740518962 04/13/2022 07:32:27 - INFO - __main__ - test_sw_acc = 0.6760479041916168 04/13/2022 07:32:27 - INFO - __main__ - test_th_acc = 0.6868263473053893 04/13/2022 07:32:27 - INFO - __main__ - test_tr_acc = 0.7049900199600798 04/13/2022 07:32:27 - INFO - __main__ - test_ur_acc = 0.6351297405189621 04/13/2022 07:32:27 - INFO - __main__ - test_vi_acc = 0.7251497005988023 04/13/2022 07:32:27 - INFO - __main__ - test_zh_acc = 0.731936127744511 04/13/2022 07:32:27 - INFO - __main__ - test_avg_acc = 0.7297005988023954 04/13/2022 07:32:28 - INFO - utils - remove old ckpt: xnli_right_avg_new/ckpt/step-330000-test_avg_acc-0.7297005988023954-val_avg_acc-0.7259170013386881 04/13/2022 07:32:28 - INFO - __main__ - ********** Evaluating Done ********** 04/13/2022 07:32:33 - INFO - __main__ - global_steps 330050 loss: 0.12672490 04/13/2022 07:32:38 - INFO - __main__ - global_steps 330100 loss: 0.13885724 04/13/2022 07:32:43 - INFO - __main__ - global_steps 330150 loss: 0.16482645 04/13/2022 07:32:48 - INFO - __main__ - global_steps 330200 loss: 0.16884309 04/13/2022 07:32:52 - INFO - __main__ - global_steps 330250 loss: 0.10590795 04/13/2022 07:32:57 - INFO - __main__ - global_steps 330300 loss: 0.14259177 04/13/2022 07:33:02 - INFO - __main__ - global_steps 330350 loss: 0.15690325 04/13/2022 07:33:07 - INFO - __main__ - global_steps 330400 loss: 0.17439343 04/13/2022 07:33:12 - INFO - __main__ - global_steps 330450 loss: 0.15726605 04/13/2022 07:33:17 - INFO - __main__ - global_steps 330500 loss: 0.10925386 04/13/2022 07:33:21 - INFO - __main__ - global_steps 330550 loss: 0.11017906 04/13/2022 07:33:26 - INFO - __main__ - global_steps 330600 loss: 0.14165468 04/13/2022 07:33:31 - INFO - __main__ - global_steps 330650 loss: 0.17463185 04/13/2022 07:33:36 - INFO - __main__ - global_steps 330700 loss: 0.11545449 04/13/2022 07:33:41 - INFO - __main__ - global_steps 330750 loss: 0.17185323 04/13/2022 07:33:45 - INFO - __main__ - global_steps 330800 loss: 0.15799648 04/13/2022 07:33:50 - INFO - __main__ - global_steps 330850 loss: 0.10625487 04/13/2022 07:33:55 - INFO - __main__ - global_steps 330900 loss: 0.14089426 04/13/2022 07:34:00 - INFO - __main__ - global_steps 330950 loss: 0.14170809 04/13/2022 07:34:04 - INFO - __main__ - global_steps 331000 loss: 0.12534016 04/13/2022 07:34:09 - INFO - __main__ - global_steps 331050 loss: 0.14782094 04/13/2022 07:34:14 - INFO - __main__ - global_steps 331100 loss: 0.14870904 04/13/2022 07:34:19 - INFO - __main__ - global_steps 331150 loss: 0.11984762 04/13/2022 07:34:24 - INFO - __main__ - global_steps 331200 loss: 0.13423528 04/13/2022 07:34:28 - INFO - __main__ - global_steps 331250 loss: 0.19254479 04/13/2022 07:34:33 - INFO - __main__ - global_steps 331300 loss: 0.14217123 04/13/2022 07:34:38 - INFO - __main__ - global_steps 331350 loss: 0.17137500 04/13/2022 07:34:42 - INFO - __main__ - global_steps 331400 loss: 0.12812382 04/13/2022 07:34:47 - INFO - __main__ - global_steps 331450 loss: 0.14709258 04/13/2022 07:34:52 - INFO - __main__ - global_steps 331500 loss: 0.11521945 04/13/2022 07:34:56 - INFO - __main__ - global_steps 331550 loss: 0.13112519 04/13/2022 07:35:01 - INFO - __main__ - global_steps 331600 loss: 0.15008493 04/13/2022 07:35:06 - INFO - __main__ - global_steps 331650 loss: 0.11151913 04/13/2022 07:35:11 - INFO - __main__ - global_steps 331700 loss: 0.14516150 04/13/2022 07:35:15 - INFO - __main__ - global_steps 331750 loss: 0.14581098 04/13/2022 07:35:19 - INFO - __main__ - global_steps 331800 loss: 0.12839197 04/13/2022 07:35:24 - INFO - __main__ - global_steps 331850 loss: 0.14005825 04/13/2022 07:35:28 - INFO - __main__ - global_steps 331900 loss: 0.11783843 04/13/2022 07:35:32 - INFO - __main__ - global_steps 331950 loss: 0.13088928 04/13/2022 07:35:37 - INFO - __main__ - global_steps 332000 loss: 0.12644647 04/13/2022 07:35:41 - INFO - __main__ - global_steps 332050 loss: 0.09932963 04/13/2022 07:35:46 - INFO - __main__ - global_steps 332100 loss: 0.17625313 04/13/2022 07:35:51 - INFO - __main__ - global_steps 332150 loss: 0.11372440 04/13/2022 07:35:55 - INFO - __main__ - global_steps 332200 loss: 0.16212755 04/13/2022 07:36:00 - INFO - __main__ - global_steps 332250 loss: 0.14184930 04/13/2022 07:36:04 - INFO - __main__ - global_steps 332300 loss: 0.11922691 04/13/2022 07:36:09 - INFO - __main__ - global_steps 332350 loss: 0.12810021 04/13/2022 07:36:14 - INFO - __main__ - global_steps 332400 loss: 0.08928602 04/13/2022 07:36:18 - INFO - __main__ - global_steps 332450 loss: 0.14857732 04/13/2022 07:36:23 - INFO - __main__ - global_steps 332500 loss: 0.13914049 04/13/2022 07:36:23 - INFO - __main__ - ********** Running evaluating ********** 04/13/2022 07:36:28 - INFO - __main__ - ########## val_ar_acc 0.714859437751004 ########## 04/13/2022 07:36:32 - INFO - __main__ - ########## val_bg_acc 0.7481927710843373 ########## 04/13/2022 07:36:37 - INFO - __main__ - ########## val_de_acc 0.7586345381526104 ########## 04/13/2022 07:36:42 - INFO - __main__ - ########## val_el_acc 0.7493975903614458 ########## 04/13/2022 07:36:46 - INFO - __main__ - ########## val_en_acc 0.8453815261044176 ########## 04/13/2022 07:36:50 - INFO - __main__ - ########## val_es_acc 0.7867469879518072 ########## 04/13/2022 07:36:55 - INFO - __main__ - ########## val_fr_acc 0.7783132530120482 ########## 04/13/2022 07:37:00 - INFO - __main__ - ########## val_hi_acc 0.6791164658634539 ########## 04/13/2022 07:37:05 - INFO - __main__ - ########## val_ru_acc 0.7244979919678715 ########## 04/13/2022 07:37:09 - INFO - __main__ - ########## val_sw_acc 0.6666666666666666 ########## 04/13/2022 07:37:14 - INFO - __main__ - ########## val_th_acc 0.691566265060241 ########## 04/13/2022 07:37:18 - INFO - __main__ - ########## val_tr_acc 0.7096385542168675 ########## 04/13/2022 07:37:23 - INFO - __main__ - ########## val_ur_acc 0.6329317269076306 ########## 04/13/2022 07:37:28 - INFO - __main__ - ########## val_vi_acc 0.7309236947791165 ########## 04/13/2022 07:37:33 - INFO - __main__ - ########## val_zh_acc 0.7405622489959839 ########## 04/13/2022 07:37:42 - INFO - __main__ - ########## test_ar_acc 0.7119760479041917 ########## 04/13/2022 07:37:52 - INFO - __main__ - ########## test_bg_acc 0.7610778443113773 ########## 04/13/2022 07:38:01 - INFO - __main__ - ########## test_de_acc 0.757684630738523 ########## 04/13/2022 07:38:11 - INFO - __main__ - ########## test_el_acc 0.7495009980039921 ########## 04/13/2022 07:38:20 - INFO - __main__ - ########## test_en_acc 0.8469061876247505 ########## 04/13/2022 07:38:30 - INFO - __main__ - ########## test_es_acc 0.7906187624750499 ########## 04/13/2022 07:38:40 - INFO - __main__ - ########## test_fr_acc 0.7756487025948103 ########## 04/13/2022 07:38:50 - INFO - __main__ - ########## test_hi_acc 0.6694610778443114 ########## 04/13/2022 07:39:00 - INFO - __main__ - ########## test_ru_acc 0.7465069860279441 ########## 04/13/2022 07:39:09 - INFO - __main__ - ########## test_sw_acc 0.6714570858283433 ########## 04/13/2022 07:39:18 - INFO - __main__ - ########## test_th_acc 0.6902195608782435 ########## 04/13/2022 07:39:27 - INFO - __main__ - ########## test_tr_acc 0.7069860279441118 ########## 04/13/2022 07:39:37 - INFO - __main__ - ########## test_ur_acc 0.6429141716566866 ########## 04/13/2022 07:39:47 - INFO - __main__ - ########## test_vi_acc 0.7263473053892215 ########## 04/13/2022 07:39:56 - INFO - __main__ - ########## test_zh_acc 0.7313373253493014 ########## 04/13/2022 07:39:56 - INFO - __main__ - val_ar_acc = 0.714859437751004 04/13/2022 07:39:56 - INFO - __main__ - val_bg_acc = 0.7481927710843373 04/13/2022 07:39:56 - INFO - __main__ - val_de_acc = 0.7586345381526104 04/13/2022 07:39:56 - INFO - __main__ - val_el_acc = 0.7493975903614458 04/13/2022 07:39:56 - INFO - __main__ - val_en_acc = 0.8453815261044176 04/13/2022 07:39:56 - INFO - __main__ - val_es_acc = 0.7867469879518072 04/13/2022 07:39:56 - INFO - __main__ - val_fr_acc = 0.7783132530120482 04/13/2022 07:39:56 - INFO - __main__ - val_hi_acc = 0.6791164658634539 04/13/2022 07:39:56 - INFO - __main__ - val_ru_acc = 0.7244979919678715 04/13/2022 07:39:56 - INFO - __main__ - val_sw_acc = 0.6666666666666666 04/13/2022 07:39:56 - INFO - __main__ - val_th_acc = 0.691566265060241 04/13/2022 07:39:56 - INFO - __main__ - val_tr_acc = 0.7096385542168675 04/13/2022 07:39:56 - INFO - __main__ - val_ur_acc = 0.6329317269076306 04/13/2022 07:39:56 - INFO - __main__ - val_vi_acc = 0.7309236947791165 04/13/2022 07:39:56 - INFO - __main__ - val_zh_acc = 0.7405622489959839 04/13/2022 07:39:56 - INFO - __main__ - val_avg_acc = 0.7304953145917001 04/13/2022 07:39:56 - INFO - __main__ - test_ar_acc = 0.7119760479041917 04/13/2022 07:39:56 - INFO - __main__ - test_bg_acc = 0.7610778443113773 04/13/2022 07:39:56 - INFO - __main__ - test_de_acc = 0.757684630738523 04/13/2022 07:39:56 - INFO - __main__ - test_el_acc = 0.7495009980039921 04/13/2022 07:39:56 - INFO - __main__ - test_en_acc = 0.8469061876247505 04/13/2022 07:39:56 - INFO - __main__ - test_es_acc = 0.7906187624750499 04/13/2022 07:39:56 - INFO - __main__ - test_fr_acc = 0.7756487025948103 04/13/2022 07:39:56 - INFO - __main__ - test_hi_acc = 0.6694610778443114 04/13/2022 07:39:56 - INFO - __main__ - test_ru_acc = 0.7465069860279441 04/13/2022 07:39:56 - INFO - __main__ - test_sw_acc = 0.6714570858283433 04/13/2022 07:39:56 - INFO - __main__ - test_th_acc = 0.6902195608782435 04/13/2022 07:39:56 - INFO - __main__ - test_tr_acc = 0.7069860279441118 04/13/2022 07:39:56 - INFO - __main__ - test_ur_acc = 0.6429141716566866 04/13/2022 07:39:56 - INFO - __main__ - test_vi_acc = 0.7263473053892215 04/13/2022 07:39:56 - INFO - __main__ - test_zh_acc = 0.7313373253493014 04/13/2022 07:39:56 - INFO - __main__ - test_avg_acc = 0.7319095143047238 04/13/2022 07:39:57 - INFO - utils - remove old ckpt: xnli_right_avg_new/ckpt/step-332500-test_avg_acc-0.7319095143047238-val_avg_acc-0.7304953145917001 04/13/2022 07:39:57 - INFO - __main__ - ********** Evaluating Done ********** 04/13/2022 07:40:02 - INFO - __main__ - global_steps 332550 loss: 0.19715544 04/13/2022 07:40:06 - INFO - __main__ - global_steps 332600 loss: 0.08916718 04/13/2022 07:40:11 - INFO - __main__ - global_steps 332650 loss: 0.13769718 04/13/2022 07:40:15 - INFO - __main__ - global_steps 332700 loss: 0.13950451 04/13/2022 07:40:20 - INFO - __main__ - global_steps 332750 loss: 0.12366672 04/13/2022 07:40:25 - INFO - __main__ - global_steps 332800 loss: 0.15450708 04/13/2022 07:40:30 - INFO - __main__ - global_steps 332850 loss: 0.12042445 04/13/2022 07:40:35 - INFO - __main__ - global_steps 332900 loss: 0.12176462 04/13/2022 07:40:39 - INFO - __main__ - global_steps 332950 loss: 0.12450259 04/13/2022 07:40:44 - INFO - __main__ - global_steps 333000 loss: 0.15270139 04/13/2022 07:40:49 - INFO - __main__ - global_steps 333050 loss: 0.12461694 04/13/2022 07:40:54 - INFO - __main__ - global_steps 333100 loss: 0.13039585 04/13/2022 07:40:58 - INFO - __main__ - global_steps 333150 loss: 0.11046941 04/13/2022 07:41:03 - INFO - __main__ - global_steps 333200 loss: 0.15973588 04/13/2022 07:41:08 - INFO - __main__ - global_steps 333250 loss: 0.18059473 04/13/2022 07:41:12 - INFO - __main__ - global_steps 333300 loss: 0.14649998 04/13/2022 07:41:17 - INFO - __main__ - global_steps 333350 loss: 0.13127076 04/13/2022 07:41:22 - INFO - __main__ - global_steps 333400 loss: 0.11233080 04/13/2022 07:41:27 - INFO - __main__ - global_steps 333450 loss: 0.16403513 04/13/2022 07:41:31 - INFO - __main__ - global_steps 333500 loss: 0.08694483 04/13/2022 07:41:36 - INFO - __main__ - global_steps 333550 loss: 0.13834635 04/13/2022 07:41:41 - INFO - __main__ - global_steps 333600 loss: 0.13990179 04/13/2022 07:41:45 - INFO - __main__ - global_steps 333650 loss: 0.11223268 04/13/2022 07:41:50 - INFO - __main__ - global_steps 333700 loss: 0.15404709 04/13/2022 07:41:55 - INFO - __main__ - global_steps 333750 loss: 0.16666272 04/13/2022 07:42:00 - INFO - __main__ - global_steps 333800 loss: 0.09643574 04/13/2022 07:42:05 - INFO - __main__ - global_steps 333850 loss: 0.13170804 04/13/2022 07:42:09 - INFO - __main__ - global_steps 333900 loss: 0.14331857 04/13/2022 07:42:14 - INFO - __main__ - global_steps 333950 loss: 0.14941847 04/13/2022 07:42:19 - INFO - __main__ - global_steps 334000 loss: 0.13392772 04/13/2022 07:42:23 - INFO - __main__ - global_steps 334050 loss: 0.15614179 04/13/2022 07:42:28 - INFO - __main__ - global_steps 334100 loss: 0.13431978 04/13/2022 07:42:32 - INFO - __main__ - global_steps 334150 loss: 0.13544466 04/13/2022 07:42:37 - INFO - __main__ - global_steps 334200 loss: 0.11779482 04/13/2022 07:42:41 - INFO - __main__ - global_steps 334250 loss: 0.13772416 04/13/2022 07:42:46 - INFO - __main__ - global_steps 334300 loss: 0.15827387 04/13/2022 07:42:51 - INFO - __main__ - global_steps 334350 loss: 0.12395442 04/13/2022 07:42:55 - INFO - __main__ - global_steps 334400 loss: 0.08970165 04/13/2022 07:43:00 - INFO - __main__ - global_steps 334450 loss: 0.11821968 04/13/2022 07:43:05 - INFO - __main__ - global_steps 334500 loss: 0.14087007 04/13/2022 07:43:09 - INFO - __main__ - global_steps 334550 loss: 0.16895805 04/13/2022 07:43:14 - INFO - __main__ - global_steps 334600 loss: 0.10810075 04/13/2022 07:43:18 - INFO - __main__ - global_steps 334650 loss: 0.09108831 04/13/2022 07:43:23 - INFO - __main__ - global_steps 334700 loss: 0.17084237 04/13/2022 07:43:28 - INFO - __main__ - global_steps 334750 loss: 0.13010970 04/13/2022 07:43:33 - INFO - __main__ - global_steps 334800 loss: 0.13257599 04/13/2022 07:43:37 - INFO - __main__ - global_steps 334850 loss: 0.12055444 04/13/2022 07:43:42 - INFO - __main__ - global_steps 334900 loss: 0.09358652 04/13/2022 07:43:47 - INFO - __main__ - global_steps 334950 loss: 0.15122383 04/13/2022 07:43:52 - INFO - __main__ - global_steps 335000 loss: 0.13464850 04/13/2022 07:43:52 - INFO - __main__ - ********** Running evaluating ********** 04/13/2022 07:43:56 - INFO - __main__ - ########## val_ar_acc 0.7012048192771084 ########## 04/13/2022 07:44:01 - INFO - __main__ - ########## val_bg_acc 0.7385542168674699 ########## 04/13/2022 07:44:06 - INFO - __main__ - ########## val_de_acc 0.7421686746987952 ########## 04/13/2022 07:44:10 - INFO - __main__ - ########## val_el_acc 0.7357429718875502 ########## 04/13/2022 07:44:15 - INFO - __main__ - ########## val_en_acc 0.8385542168674699 ########## 04/13/2022 07:44:20 - INFO - __main__ - ########## val_es_acc 0.7783132530120482 ########## 04/13/2022 07:44:24 - INFO - __main__ - ########## val_fr_acc 0.7634538152610442 ########## 04/13/2022 07:44:29 - INFO - __main__ - ########## val_hi_acc 0.6650602409638554 ########## 04/13/2022 07:44:33 - INFO - __main__ - ########## val_ru_acc 0.7184738955823293 ########## 04/13/2022 07:44:38 - INFO - __main__ - ########## val_sw_acc 0.6550200803212851 ########## 04/13/2022 07:44:42 - INFO - __main__ - ########## val_th_acc 0.6738955823293172 ########## 04/13/2022 07:44:46 - INFO - __main__ - ########## val_tr_acc 0.702008032128514 ########## 04/13/2022 07:44:51 - INFO - __main__ - ########## val_ur_acc 0.6220883534136546 ########## 04/13/2022 07:44:56 - INFO - __main__ - ########## val_vi_acc 0.7156626506024096 ########## 04/13/2022 07:45:00 - INFO - __main__ - ########## val_zh_acc 0.7353413654618474 ########## 04/13/2022 07:45:10 - INFO - __main__ - ########## test_ar_acc 0.7037924151696606 ########## 04/13/2022 07:45:19 - INFO - __main__ - ########## test_bg_acc 0.7502994011976047 ########## 04/13/2022 07:45:29 - INFO - __main__ - ########## test_de_acc 0.7481037924151697 ########## 04/13/2022 07:45:39 - INFO - __main__ - ########## test_el_acc 0.7325349301397206 ########## 04/13/2022 07:45:48 - INFO - __main__ - ########## test_en_acc 0.8373253493013972 ########## 04/13/2022 07:45:58 - INFO - __main__ - ########## test_es_acc 0.779441117764471 ########## 04/13/2022 07:46:07 - INFO - __main__ - ########## test_fr_acc 0.7720558882235529 ########## 04/13/2022 07:46:17 - INFO - __main__ - ########## test_hi_acc 0.6588822355289421 ########## 04/13/2022 07:46:27 - INFO - __main__ - ########## test_ru_acc 0.7323353293413174 ########## 04/13/2022 07:46:37 - INFO - __main__ - ########## test_sw_acc 0.6656686626746507 ########## 04/13/2022 07:46:46 - INFO - __main__ - ########## test_th_acc 0.6852295409181637 ########## 04/13/2022 07:46:55 - INFO - __main__ - ########## test_tr_acc 0.6940119760479042 ########## 04/13/2022 07:47:05 - INFO - __main__ - ########## test_ur_acc 0.6327345309381237 ########## 04/13/2022 07:47:14 - INFO - __main__ - ########## test_vi_acc 0.7155688622754491 ########## 04/13/2022 07:47:24 - INFO - __main__ - ########## test_zh_acc 0.7171656686626746 ########## 04/13/2022 07:47:24 - INFO - __main__ - val_ar_acc = 0.7012048192771084 04/13/2022 07:47:24 - INFO - __main__ - val_bg_acc = 0.7385542168674699 04/13/2022 07:47:24 - INFO - __main__ - val_de_acc = 0.7421686746987952 04/13/2022 07:47:24 - INFO - __main__ - val_el_acc = 0.7357429718875502 04/13/2022 07:47:24 - INFO - __main__ - val_en_acc = 0.8385542168674699 04/13/2022 07:47:24 - INFO - __main__ - val_es_acc = 0.7783132530120482 04/13/2022 07:47:24 - INFO - __main__ - val_fr_acc = 0.7634538152610442 04/13/2022 07:47:24 - INFO - __main__ - val_hi_acc = 0.6650602409638554 04/13/2022 07:47:24 - INFO - __main__ - val_ru_acc = 0.7184738955823293 04/13/2022 07:47:24 - INFO - __main__ - val_sw_acc = 0.6550200803212851 04/13/2022 07:47:24 - INFO - __main__ - val_th_acc = 0.6738955823293172 04/13/2022 07:47:24 - INFO - __main__ - val_tr_acc = 0.702008032128514 04/13/2022 07:47:24 - INFO - __main__ - val_ur_acc = 0.6220883534136546 04/13/2022 07:47:24 - INFO - __main__ - val_vi_acc = 0.7156626506024096 04/13/2022 07:47:24 - INFO - __main__ - val_zh_acc = 0.7353413654618474 04/13/2022 07:47:24 - INFO - __main__ - val_avg_acc = 0.7190361445783133 04/13/2022 07:47:24 - INFO - __main__ - test_ar_acc = 0.7037924151696606 04/13/2022 07:47:24 - INFO - __main__ - test_bg_acc = 0.7502994011976047 04/13/2022 07:47:24 - INFO - __main__ - test_de_acc = 0.7481037924151697 04/13/2022 07:47:24 - INFO - __main__ - test_el_acc = 0.7325349301397206 04/13/2022 07:47:24 - INFO - __main__ - test_en_acc = 0.8373253493013972 04/13/2022 07:47:24 - INFO - __main__ - test_es_acc = 0.779441117764471 04/13/2022 07:47:24 - INFO - __main__ - test_fr_acc = 0.7720558882235529 04/13/2022 07:47:24 - INFO - __main__ - test_hi_acc = 0.6588822355289421 04/13/2022 07:47:24 - INFO - __main__ - test_ru_acc = 0.7323353293413174 04/13/2022 07:47:24 - INFO - __main__ - test_sw_acc = 0.6656686626746507 04/13/2022 07:47:24 - INFO - __main__ - test_th_acc = 0.6852295409181637 04/13/2022 07:47:24 - INFO - __main__ - test_tr_acc = 0.6940119760479042 04/13/2022 07:47:24 - INFO - __main__ - test_ur_acc = 0.6327345309381237 04/13/2022 07:47:24 - INFO - __main__ - test_vi_acc = 0.7155688622754491 04/13/2022 07:47:24 - INFO - __main__ - test_zh_acc = 0.7171656686626746 04/13/2022 07:47:24 - INFO - __main__ - test_avg_acc = 0.7216766467065868 04/13/2022 07:47:25 - INFO - utils - remove old ckpt: xnli_right_avg_new/ckpt/step-335000-test_avg_acc-0.7216766467065868-val_avg_acc-0.7190361445783133 04/13/2022 07:47:25 - INFO - __main__ - ********** Evaluating Done ********** 04/13/2022 07:47:30 - INFO - __main__ - global_steps 335050 loss: 0.14604026 04/13/2022 07:47:35 - INFO - __main__ - global_steps 335100 loss: 0.11486872 04/13/2022 07:47:39 - INFO - __main__ - global_steps 335150 loss: 0.09327452 04/13/2022 07:47:44 - INFO - __main__ - global_steps 335200 loss: 0.13612719 04/13/2022 07:47:49 - INFO - __main__ - global_steps 335250 loss: 0.11712582 04/13/2022 07:47:54 - INFO - __main__ - global_steps 335300 loss: 0.13516105 04/13/2022 07:47:58 - INFO - __main__ - global_steps 335350 loss: 0.21402889 04/13/2022 07:48:03 - INFO - __main__ - global_steps 335400 loss: 0.12341853 04/13/2022 07:48:08 - INFO - __main__ - global_steps 335450 loss: 0.10559731 04/13/2022 07:48:12 - INFO - __main__ - global_steps 335500 loss: 0.12730066 04/13/2022 07:48:17 - INFO - __main__ - global_steps 335550 loss: 0.13601247 04/13/2022 07:48:21 - INFO - __main__ - global_steps 335600 loss: 0.11208994 04/13/2022 07:48:26 - INFO - __main__ - global_steps 335650 loss: 0.11763843 04/13/2022 07:48:31 - INFO - __main__ - global_steps 335700 loss: 0.14051747 04/13/2022 07:48:36 - INFO - __main__ - global_steps 335750 loss: 0.08591341 04/13/2022 07:48:41 - INFO - __main__ - global_steps 335800 loss: 0.09392653 04/13/2022 07:48:45 - INFO - __main__ - global_steps 335850 loss: 0.12051697 04/13/2022 07:48:50 - INFO - __main__ - global_steps 335900 loss: 0.10205261 04/13/2022 07:48:55 - INFO - __main__ - global_steps 335950 loss: 0.10058058 04/13/2022 07:49:00 - INFO - __main__ - global_steps 336000 loss: 0.09497802 04/13/2022 07:49:05 - INFO - __main__ - global_steps 336050 loss: 0.14022536 04/13/2022 07:49:09 - INFO - __main__ - global_steps 336100 loss: 0.10131971 04/13/2022 07:49:14 - INFO - __main__ - global_steps 336150 loss: 0.14581247 04/13/2022 07:49:19 - INFO - __main__ - global_steps 336200 loss: 0.15157011 04/13/2022 07:49:24 - INFO - __main__ - global_steps 336250 loss: 0.16226085 04/13/2022 07:49:29 - INFO - __main__ - global_steps 336300 loss: 0.12273927 04/13/2022 07:49:33 - INFO - __main__ - global_steps 336350 loss: 0.08453795 04/13/2022 07:49:38 - INFO - __main__ - global_steps 336400 loss: 0.12009546 04/13/2022 07:49:43 - INFO - __main__ - global_steps 336450 loss: 0.09817013 04/13/2022 07:49:48 - INFO - __main__ - global_steps 336500 loss: 0.09549645 04/13/2022 07:49:52 - INFO - __main__ - global_steps 336550 loss: 0.11693296 04/13/2022 07:49:57 - INFO - __main__ - global_steps 336600 loss: 0.15826019 04/13/2022 07:50:02 - INFO - __main__ - global_steps 336650 loss: 0.15648496 04/13/2022 07:50:07 - INFO - __main__ - global_steps 336700 loss: 0.11458803 04/13/2022 07:50:12 - INFO - __main__ - global_steps 336750 loss: 0.12830766 04/13/2022 07:50:16 - INFO - __main__ - global_steps 336800 loss: 0.11895591 04/13/2022 07:50:21 - INFO - __main__ - global_steps 336850 loss: 0.12546103 04/13/2022 07:50:26 - INFO - __main__ - global_steps 336900 loss: 0.12281491 04/13/2022 07:50:31 - INFO - __main__ - global_steps 336950 loss: 0.13436093 04/13/2022 07:50:36 - INFO - __main__ - global_steps 337000 loss: 0.13898879 04/13/2022 07:50:40 - INFO - __main__ - global_steps 337050 loss: 0.14465169 04/13/2022 07:50:45 - INFO - __main__ - global_steps 337100 loss: 0.13703493 04/13/2022 07:50:50 - INFO - __main__ - global_steps 337150 loss: 0.16201704 04/13/2022 07:50:55 - INFO - __main__ - global_steps 337200 loss: 0.09353760 04/13/2022 07:50:59 - INFO - __main__ - global_steps 337250 loss: 0.13685450 04/13/2022 07:51:04 - INFO - __main__ - global_steps 337300 loss: 0.13569383 04/13/2022 07:51:09 - INFO - __main__ - global_steps 337350 loss: 0.11958265 04/13/2022 07:51:14 - INFO - __main__ - global_steps 337400 loss: 0.13088722 04/13/2022 07:51:19 - INFO - __main__ - global_steps 337450 loss: 0.14937488 04/13/2022 07:51:23 - INFO - __main__ - global_steps 337500 loss: 0.11251333 04/13/2022 07:51:23 - INFO - __main__ - ********** Running evaluating ********** 04/13/2022 07:51:28 - INFO - __main__ - ########## val_ar_acc 0.7116465863453815 ########## 04/13/2022 07:51:33 - INFO - __main__ - ########## val_bg_acc 0.7566265060240964 ########## 04/13/2022 07:51:37 - INFO - __main__ - ########## val_de_acc 0.7534136546184739 ########## 04/13/2022 07:51:42 - INFO - __main__ - ########## val_el_acc 0.7457831325301205 ########## 04/13/2022 07:51:47 - INFO - __main__ - ########## val_en_acc 0.8413654618473896 ########## 04/13/2022 07:51:51 - INFO - __main__ - ########## val_es_acc 0.7831325301204819 ########## 04/13/2022 07:51:56 - INFO - __main__ - ########## val_fr_acc 0.7694779116465863 ########## 04/13/2022 07:52:01 - INFO - __main__ - ########## val_hi_acc 0.6811244979919678 ########## 04/13/2022 07:52:06 - INFO - __main__ - ########## val_ru_acc 0.7196787148594378 ########## 04/13/2022 07:52:11 - INFO - __main__ - ########## val_sw_acc 0.6602409638554216 ########## 04/13/2022 07:52:15 - INFO - __main__ - ########## val_th_acc 0.678714859437751 ########## 04/13/2022 07:52:20 - INFO - __main__ - ########## val_tr_acc 0.7128514056224899 ########## 04/13/2022 07:52:25 - INFO - __main__ - ########## val_ur_acc 0.6325301204819277 ########## 04/13/2022 07:52:29 - INFO - __main__ - ########## val_vi_acc 0.7200803212851405 ########## 04/13/2022 07:52:34 - INFO - __main__ - ########## val_zh_acc 0.738152610441767 ########## 04/13/2022 07:52:43 - INFO - __main__ - ########## test_ar_acc 0.7073852295409182 ########## 04/13/2022 07:52:53 - INFO - __main__ - ########## test_bg_acc 0.7568862275449102 ########## 04/13/2022 07:53:03 - INFO - __main__ - ########## test_de_acc 0.7568862275449102 ########## 04/13/2022 07:53:12 - INFO - __main__ - ########## test_el_acc 0.7381237524950099 ########## 04/13/2022 07:53:22 - INFO - __main__ - ########## test_en_acc 0.8449101796407186 ########## 04/13/2022 07:53:31 - INFO - __main__ - ########## test_es_acc 0.7816367265469062 ########## 04/13/2022 07:53:40 - INFO - __main__ - ########## test_fr_acc 0.774251497005988 ########## 04/13/2022 07:53:51 - INFO - __main__ - ########## test_hi_acc 0.6664670658682634 ########## 04/13/2022 07:54:01 - INFO - __main__ - ########## test_ru_acc 0.7375249500998003 ########## 04/13/2022 07:54:10 - INFO - __main__ - ########## test_sw_acc 0.6702594810379241 ########## 04/13/2022 07:54:19 - INFO - __main__ - ########## test_th_acc 0.6868263473053893 ########## 04/13/2022 07:54:28 - INFO - __main__ - ########## test_tr_acc 0.7047904191616766 ########## 04/13/2022 07:54:38 - INFO - __main__ - ########## test_ur_acc 0.6357285429141717 ########## 04/13/2022 07:54:48 - INFO - __main__ - ########## test_vi_acc 0.716566866267465 ########## 04/13/2022 07:54:57 - INFO - __main__ - ########## test_zh_acc 0.7223552894211577 ########## 04/13/2022 07:54:57 - INFO - __main__ - val_ar_acc = 0.7116465863453815 04/13/2022 07:54:57 - INFO - __main__ - val_bg_acc = 0.7566265060240964 04/13/2022 07:54:57 - INFO - __main__ - val_de_acc = 0.7534136546184739 04/13/2022 07:54:57 - INFO - __main__ - val_el_acc = 0.7457831325301205 04/13/2022 07:54:57 - INFO - __main__ - val_en_acc = 0.8413654618473896 04/13/2022 07:54:57 - INFO - __main__ - val_es_acc = 0.7831325301204819 04/13/2022 07:54:57 - INFO - __main__ - val_fr_acc = 0.7694779116465863 04/13/2022 07:54:57 - INFO - __main__ - val_hi_acc = 0.6811244979919678 04/13/2022 07:54:57 - INFO - __main__ - val_ru_acc = 0.7196787148594378 04/13/2022 07:54:57 - INFO - __main__ - val_sw_acc = 0.6602409638554216 04/13/2022 07:54:57 - INFO - __main__ - val_th_acc = 0.678714859437751 04/13/2022 07:54:57 - INFO - __main__ - val_tr_acc = 0.7128514056224899 04/13/2022 07:54:57 - INFO - __main__ - val_ur_acc = 0.6325301204819277 04/13/2022 07:54:57 - INFO - __main__ - val_vi_acc = 0.7200803212851405 04/13/2022 07:54:57 - INFO - __main__ - val_zh_acc = 0.738152610441767 04/13/2022 07:54:57 - INFO - __main__ - val_avg_acc = 0.726987951807229 04/13/2022 07:54:57 - INFO - __main__ - test_ar_acc = 0.7073852295409182 04/13/2022 07:54:57 - INFO - __main__ - test_bg_acc = 0.7568862275449102 04/13/2022 07:54:57 - INFO - __main__ - test_de_acc = 0.7568862275449102 04/13/2022 07:54:57 - INFO - __main__ - test_el_acc = 0.7381237524950099 04/13/2022 07:54:57 - INFO - __main__ - test_en_acc = 0.8449101796407186 04/13/2022 07:54:57 - INFO - __main__ - test_es_acc = 0.7816367265469062 04/13/2022 07:54:57 - INFO - __main__ - test_fr_acc = 0.774251497005988 04/13/2022 07:54:57 - INFO - __main__ - test_hi_acc = 0.6664670658682634 04/13/2022 07:54:57 - INFO - __main__ - test_ru_acc = 0.7375249500998003 04/13/2022 07:54:57 - INFO - __main__ - test_sw_acc = 0.6702594810379241 04/13/2022 07:54:57 - INFO - __main__ - test_th_acc = 0.6868263473053893 04/13/2022 07:54:57 - INFO - __main__ - test_tr_acc = 0.7047904191616766 04/13/2022 07:54:57 - INFO - __main__ - test_ur_acc = 0.6357285429141717 04/13/2022 07:54:57 - INFO - __main__ - test_vi_acc = 0.716566866267465 04/13/2022 07:54:57 - INFO - __main__ - test_zh_acc = 0.7223552894211577 04/13/2022 07:54:57 - INFO - __main__ - test_avg_acc = 0.7267065868263473 04/13/2022 07:54:58 - INFO - utils - remove old ckpt: xnli_right_avg_new/ckpt/step-337500-test_avg_acc-0.7267065868263473-val_avg_acc-0.726987951807229 04/13/2022 07:54:58 - INFO - __main__ - ********** Evaluating Done ********** 04/13/2022 07:55:03 - INFO - __main__ - global_steps 337550 loss: 0.15644784 04/13/2022 07:55:07 - INFO - __main__ - global_steps 337600 loss: 0.16038981 04/13/2022 07:55:12 - INFO - __main__ - global_steps 337650 loss: 0.13510740 04/13/2022 07:55:16 - INFO - __main__ - global_steps 337700 loss: 0.11110375 04/13/2022 07:55:21 - INFO - __main__ - global_steps 337750 loss: 0.10882692 04/13/2022 07:55:25 - INFO - __main__ - global_steps 337800 loss: 0.17123544 04/13/2022 07:55:30 - INFO - __main__ - global_steps 337850 loss: 0.15208133 04/13/2022 07:55:35 - INFO - __main__ - global_steps 337900 loss: 0.16116350 04/13/2022 07:55:40 - INFO - __main__ - global_steps 337950 loss: 0.12463365 04/13/2022 07:55:44 - INFO - __main__ - global_steps 338000 loss: 0.16757118 04/13/2022 07:55:49 - INFO - __main__ - global_steps 338050 loss: 0.14914704 04/13/2022 07:55:54 - INFO - __main__ - global_steps 338100 loss: 0.11031868 04/13/2022 07:55:59 - INFO - __main__ - global_steps 338150 loss: 0.17803690 04/13/2022 07:56:04 - INFO - __main__ - global_steps 338200 loss: 0.10486277 04/13/2022 07:56:08 - INFO - __main__ - global_steps 338250 loss: 0.14394404 04/13/2022 07:56:13 - INFO - __main__ - global_steps 338300 loss: 0.12969653 04/13/2022 07:56:18 - INFO - __main__ - global_steps 338350 loss: 0.18381085 04/13/2022 07:56:22 - INFO - __main__ - global_steps 338400 loss: 0.12086902 04/13/2022 07:56:27 - INFO - __main__ - global_steps 338450 loss: 0.13479132 04/13/2022 07:56:32 - INFO - __main__ - global_steps 338500 loss: 0.13505168 04/13/2022 07:56:36 - INFO - __main__ - global_steps 338550 loss: 0.12657101 04/13/2022 07:56:41 - INFO - __main__ - global_steps 338600 loss: 0.16114046 04/13/2022 07:56:46 - INFO - __main__ - global_steps 338650 loss: 0.11105903 04/13/2022 07:56:51 - INFO - __main__ - global_steps 338700 loss: 0.12176459 04/13/2022 07:56:56 - INFO - __main__ - global_steps 338750 loss: 0.10802469 04/13/2022 07:57:00 - INFO - __main__ - global_steps 338800 loss: 0.15304197 04/13/2022 07:57:05 - INFO - __main__ - global_steps 338850 loss: 0.12373057 04/13/2022 07:57:10 - INFO - __main__ - global_steps 338900 loss: 0.15728993 04/13/2022 07:57:15 - INFO - __main__ - global_steps 338950 loss: 0.15354302 04/13/2022 07:57:20 - INFO - __main__ - global_steps 339000 loss: 0.14111107 04/13/2022 07:57:24 - INFO - __main__ - global_steps 339050 loss: 0.15560735 04/13/2022 07:57:29 - INFO - __main__ - global_steps 339100 loss: 0.15127922 04/13/2022 07:57:34 - INFO - __main__ - global_steps 339150 loss: 0.16428383 04/13/2022 07:57:39 - INFO - __main__ - global_steps 339200 loss: 0.15509676 04/13/2022 07:57:43 - INFO - __main__ - global_steps 339250 loss: 0.15571995 04/13/2022 07:57:48 - INFO - __main__ - global_steps 339300 loss: 0.15537900 04/13/2022 07:57:53 - INFO - __main__ - global_steps 339350 loss: 0.14709558 04/13/2022 07:57:58 - INFO - __main__ - global_steps 339400 loss: 0.15316990 04/13/2022 07:58:02 - INFO - __main__ - global_steps 339450 loss: 0.17330848 04/13/2022 07:58:07 - INFO - __main__ - global_steps 339500 loss: 0.11261114 04/13/2022 07:58:12 - INFO - __main__ - global_steps 339550 loss: 0.14561402 04/13/2022 07:58:17 - INFO - __main__ - global_steps 339600 loss: 0.12489192 04/13/2022 07:58:21 - INFO - __main__ - global_steps 339650 loss: 0.14824687 04/13/2022 07:58:26 - INFO - __main__ - global_steps 339700 loss: 0.18397068 04/13/2022 07:58:31 - INFO - __main__ - global_steps 339750 loss: 0.14790412 04/13/2022 07:58:36 - INFO - __main__ - global_steps 339800 loss: 0.12875074 04/13/2022 07:58:41 - INFO - __main__ - global_steps 339850 loss: 0.16212111 04/13/2022 07:58:45 - INFO - __main__ - global_steps 339900 loss: 0.09229669 04/13/2022 07:58:50 - INFO - __main__ - global_steps 339950 loss: 0.11762272 04/13/2022 07:58:55 - INFO - __main__ - global_steps 340000 loss: 0.13624227 04/13/2022 07:58:55 - INFO - __main__ - ********** Running evaluating ********** 04/13/2022 07:58:59 - INFO - __main__ - ########## val_ar_acc 0.7104417670682731 ########## 04/13/2022 07:59:04 - INFO - __main__ - ########## val_bg_acc 0.7457831325301205 ########## 04/13/2022 07:59:09 - INFO - __main__ - ########## val_de_acc 0.7514056224899598 ########## 04/13/2022 07:59:14 - INFO - __main__ - ########## val_el_acc 0.7405622489959839 ########## 04/13/2022 07:59:18 - INFO - __main__ - ########## val_en_acc 0.844578313253012 ########## 04/13/2022 07:59:23 - INFO - __main__ - ########## val_es_acc 0.7795180722891566 ########## 04/13/2022 07:59:28 - INFO - __main__ - ########## val_fr_acc 0.7670682730923695 ########## 04/13/2022 07:59:33 - INFO - __main__ - ########## val_hi_acc 0.6702811244979919 ########## 04/13/2022 07:59:38 - INFO - __main__ - ########## val_ru_acc 0.7196787148594378 ########## 04/13/2022 07:59:42 - INFO - __main__ - ########## val_sw_acc 0.655421686746988 ########## 04/13/2022 07:59:47 - INFO - __main__ - ########## val_th_acc 0.6714859437751004 ########## 04/13/2022 07:59:51 - INFO - __main__ - ########## val_tr_acc 0.7068273092369478 ########## 04/13/2022 07:59:56 - INFO - __main__ - ########## val_ur_acc 0.623293172690763 ########## 04/13/2022 08:00:01 - INFO - __main__ - ########## val_vi_acc 0.7180722891566265 ########## 04/13/2022 08:00:05 - INFO - __main__ - ########## val_zh_acc 0.7325301204819277 ########## 04/13/2022 08:00:14 - INFO - __main__ - ########## test_ar_acc 0.7063872255489022 ########## 04/13/2022 08:00:24 - INFO - __main__ - ########## test_bg_acc 0.7542914171656686 ########## 04/13/2022 08:00:34 - INFO - __main__ - ########## test_de_acc 0.7491017964071857 ########## 04/13/2022 08:00:43 - INFO - __main__ - ########## test_el_acc 0.7345309381237525 ########## 04/13/2022 08:00:53 - INFO - __main__ - ########## test_en_acc 0.8391217564870259 ########## 04/13/2022 08:01:02 - INFO - __main__ - ########## test_es_acc 0.7790419161676647 ########## 04/13/2022 08:01:12 - INFO - __main__ - ########## test_fr_acc 0.7674650698602794 ########## 04/13/2022 08:01:22 - INFO - __main__ - ########## test_hi_acc 0.6610778443113773 ########## 04/13/2022 08:01:32 - INFO - __main__ - ########## test_ru_acc 0.730938123752495 ########## 04/13/2022 08:01:40 - INFO - __main__ - ########## test_sw_acc 0.6674650698602794 ########## 04/13/2022 08:01:49 - INFO - __main__ - ########## test_th_acc 0.6740518962075849 ########## 04/13/2022 08:01:58 - INFO - __main__ - ########## test_tr_acc 0.7023952095808383 ########## 04/13/2022 08:02:08 - INFO - __main__ - ########## test_ur_acc 0.6209580838323353 ########## 04/13/2022 08:02:17 - INFO - __main__ - ########## test_vi_acc 0.7131736526946107 ########## 04/13/2022 08:02:26 - INFO - __main__ - ########## test_zh_acc 0.7237524950099801 ########## 04/13/2022 08:02:26 - INFO - __main__ - val_ar_acc = 0.7104417670682731 04/13/2022 08:02:26 - INFO - __main__ - val_bg_acc = 0.7457831325301205 04/13/2022 08:02:26 - INFO - __main__ - val_de_acc = 0.7514056224899598 04/13/2022 08:02:26 - INFO - __main__ - val_el_acc = 0.7405622489959839 04/13/2022 08:02:26 - INFO - __main__ - val_en_acc = 0.844578313253012 04/13/2022 08:02:26 - INFO - __main__ - val_es_acc = 0.7795180722891566 04/13/2022 08:02:26 - INFO - __main__ - val_fr_acc = 0.7670682730923695 04/13/2022 08:02:26 - INFO - __main__ - val_hi_acc = 0.6702811244979919 04/13/2022 08:02:26 - INFO - __main__ - val_ru_acc = 0.7196787148594378 04/13/2022 08:02:26 - INFO - __main__ - val_sw_acc = 0.655421686746988 04/13/2022 08:02:26 - INFO - __main__ - val_th_acc = 0.6714859437751004 04/13/2022 08:02:26 - INFO - __main__ - val_tr_acc = 0.7068273092369478 04/13/2022 08:02:26 - INFO - __main__ - val_ur_acc = 0.623293172690763 04/13/2022 08:02:26 - INFO - __main__ - val_vi_acc = 0.7180722891566265 04/13/2022 08:02:26 - INFO - __main__ - val_zh_acc = 0.7325301204819277 04/13/2022 08:02:26 - INFO - __main__ - val_avg_acc = 0.7224631860776438 04/13/2022 08:02:26 - INFO - __main__ - test_ar_acc = 0.7063872255489022 04/13/2022 08:02:26 - INFO - __main__ - test_bg_acc = 0.7542914171656686 04/13/2022 08:02:26 - INFO - __main__ - test_de_acc = 0.7491017964071857 04/13/2022 08:02:26 - INFO - __main__ - test_el_acc = 0.7345309381237525 04/13/2022 08:02:26 - INFO - __main__ - test_en_acc = 0.8391217564870259 04/13/2022 08:02:26 - INFO - __main__ - test_es_acc = 0.7790419161676647 04/13/2022 08:02:26 - INFO - __main__ - test_fr_acc = 0.7674650698602794 04/13/2022 08:02:26 - INFO - __main__ - test_hi_acc = 0.6610778443113773 04/13/2022 08:02:26 - INFO - __main__ - test_ru_acc = 0.730938123752495 04/13/2022 08:02:26 - INFO - __main__ - test_sw_acc = 0.6674650698602794 04/13/2022 08:02:26 - INFO - __main__ - test_th_acc = 0.6740518962075849 04/13/2022 08:02:26 - INFO - __main__ - test_tr_acc = 0.7023952095808383 04/13/2022 08:02:26 - INFO - __main__ - test_ur_acc = 0.6209580838323353 04/13/2022 08:02:26 - INFO - __main__ - test_vi_acc = 0.7131736526946107 04/13/2022 08:02:26 - INFO - __main__ - test_zh_acc = 0.7237524950099801 04/13/2022 08:02:26 - INFO - __main__ - test_avg_acc = 0.721583499667332 04/13/2022 08:02:28 - INFO - utils - remove old ckpt: xnli_right_avg_new/ckpt/step-340000-test_avg_acc-0.721583499667332-val_avg_acc-0.7224631860776438 04/13/2022 08:02:28 - INFO - __main__ - ********** Evaluating Done ********** 04/13/2022 08:02:33 - INFO - __main__ - global_steps 340050 loss: 0.13502230 04/13/2022 08:02:37 - INFO - __main__ - global_steps 340100 loss: 0.13739905 04/13/2022 08:02:42 - INFO - __main__ - global_steps 340150 loss: 0.14258558 04/13/2022 08:02:47 - INFO - __main__ - global_steps 340200 loss: 0.14506936 04/13/2022 08:02:52 - INFO - __main__ - global_steps 340250 loss: 0.11302337 04/13/2022 08:02:56 - INFO - __main__ - global_steps 340300 loss: 0.11696828 04/13/2022 08:03:01 - INFO - __main__ - global_steps 340350 loss: 0.09851435 04/13/2022 08:03:06 - INFO - __main__ - global_steps 340400 loss: 0.16879612 04/13/2022 08:03:11 - INFO - __main__ - global_steps 340450 loss: 0.13889956 04/13/2022 08:03:15 - INFO - __main__ - global_steps 340500 loss: 0.14316753 04/13/2022 08:03:20 - INFO - __main__ - global_steps 340550 loss: 0.12743413 04/13/2022 08:03:24 - INFO - __main__ - global_steps 340600 loss: 0.10890299 04/13/2022 08:03:29 - INFO - __main__ - global_steps 340650 loss: 0.11144880 04/13/2022 08:03:33 - INFO - __main__ - global_steps 340700 loss: 0.11199566 04/13/2022 08:03:38 - INFO - __main__ - global_steps 340750 loss: 0.14154313 04/13/2022 08:03:43 - INFO - __main__ - global_steps 340800 loss: 0.10730992 04/13/2022 08:03:48 - INFO - __main__ - global_steps 340850 loss: 0.12029550 04/13/2022 08:03:52 - INFO - __main__ - global_steps 340900 loss: 0.13775545 04/13/2022 08:03:57 - INFO - __main__ - global_steps 340950 loss: 0.11716826 04/13/2022 08:04:01 - INFO - __main__ - global_steps 341000 loss: 0.16483826 04/13/2022 08:04:06 - INFO - __main__ - global_steps 341050 loss: 0.18384661 04/13/2022 08:04:11 - INFO - __main__ - global_steps 341100 loss: 0.12344565 04/13/2022 08:04:15 - INFO - __main__ - global_steps 341150 loss: 0.17965153 04/13/2022 08:04:20 - INFO - __main__ - global_steps 341200 loss: 0.12245320 04/13/2022 08:04:24 - INFO - __main__ - global_steps 341250 loss: 0.12791537 04/13/2022 08:04:29 - INFO - __main__ - global_steps 341300 loss: 0.14089518 04/13/2022 08:04:34 - INFO - __main__ - global_steps 341350 loss: 0.11306218 04/13/2022 08:04:39 - INFO - __main__ - global_steps 341400 loss: 0.14148238 04/13/2022 08:04:43 - INFO - __main__ - global_steps 341450 loss: 0.09845726 04/13/2022 08:04:48 - INFO - __main__ - global_steps 341500 loss: 0.13613885 04/13/2022 08:04:53 - INFO - __main__ - global_steps 341550 loss: 0.13993365 04/13/2022 08:04:58 - INFO - __main__ - global_steps 341600 loss: 0.14542546 04/13/2022 08:05:02 - INFO - __main__ - global_steps 341650 loss: 0.18027666 04/13/2022 08:05:07 - INFO - __main__ - global_steps 341700 loss: 0.14333203 04/13/2022 08:05:12 - INFO - __main__ - global_steps 341750 loss: 0.16826169 04/13/2022 08:05:17 - INFO - __main__ - global_steps 341800 loss: 0.12171010 04/13/2022 08:05:21 - INFO - __main__ - global_steps 341850 loss: 0.14096096 04/13/2022 08:05:26 - INFO - __main__ - global_steps 341900 loss: 0.13541285 04/13/2022 08:05:31 - INFO - __main__ - global_steps 341950 loss: 0.14736488 04/13/2022 08:05:36 - INFO - __main__ - global_steps 342000 loss: 0.09741159 04/13/2022 08:05:40 - INFO - __main__ - global_steps 342050 loss: 0.10127978 04/13/2022 08:05:45 - INFO - __main__ - global_steps 342100 loss: 0.12887884 04/13/2022 08:05:50 - INFO - __main__ - global_steps 342150 loss: 0.18288033 04/13/2022 08:05:55 - INFO - __main__ - global_steps 342200 loss: 0.14931637 04/13/2022 08:05:59 - INFO - __main__ - global_steps 342250 loss: 0.13522024 04/13/2022 08:06:04 - INFO - __main__ - global_steps 342300 loss: 0.10692088 04/13/2022 08:06:09 - INFO - __main__ - global_steps 342350 loss: 0.14287121 04/13/2022 08:06:14 - INFO - __main__ - global_steps 342400 loss: 0.18226611 04/13/2022 08:06:19 - INFO - __main__ - global_steps 342450 loss: 0.19196245 04/13/2022 08:06:23 - INFO - __main__ - global_steps 342500 loss: 0.10678544 04/13/2022 08:06:23 - INFO - __main__ - ********** Running evaluating ********** 04/13/2022 08:06:28 - INFO - __main__ - ########## val_ar_acc 0.6803212851405622 ########## 04/13/2022 08:06:33 - INFO - __main__ - ########## val_bg_acc 0.7240963855421687 ########## 04/13/2022 08:06:37 - INFO - __main__ - ########## val_de_acc 0.727710843373494 ########## 04/13/2022 08:06:42 - INFO - __main__ - ########## val_el_acc 0.7080321285140563 ########## 04/13/2022 08:06:47 - INFO - __main__ - ########## val_en_acc 0.8345381526104417 ########## 04/13/2022 08:06:51 - INFO - __main__ - ########## val_es_acc 0.7682730923694779 ########## 04/13/2022 08:06:56 - INFO - __main__ - ########## val_fr_acc 0.7558232931726908 ########## 04/13/2022 08:07:01 - INFO - __main__ - ########## val_hi_acc 0.6481927710843374 ########## 04/13/2022 08:07:06 - INFO - __main__ - ########## val_ru_acc 0.6963855421686747 ########## 04/13/2022 08:07:11 - INFO - __main__ - ########## val_sw_acc 0.629718875502008 ########## 04/13/2022 08:07:15 - INFO - __main__ - ########## val_th_acc 0.6449799196787148 ########## 04/13/2022 08:07:20 - INFO - __main__ - ########## val_tr_acc 0.691566265060241 ########## 04/13/2022 08:07:25 - INFO - __main__ - ########## val_ur_acc 0.5939759036144578 ########## 04/13/2022 08:07:29 - INFO - __main__ - ########## val_vi_acc 0.6943775100401607 ########## 04/13/2022 08:07:34 - INFO - __main__ - ########## val_zh_acc 0.7180722891566265 ########## 04/13/2022 08:07:43 - INFO - __main__ - ########## test_ar_acc 0.682435129740519 ########## 04/13/2022 08:07:53 - INFO - __main__ - ########## test_bg_acc 0.7273453093812375 ########## 04/13/2022 08:08:03 - INFO - __main__ - ########## test_de_acc 0.7311377245508982 ########## 04/13/2022 08:08:12 - INFO - __main__ - ########## test_el_acc 0.7063872255489022 ########## 04/13/2022 08:08:22 - INFO - __main__ - ########## test_en_acc 0.8301397205588822 ########## 04/13/2022 08:08:31 - INFO - __main__ - ########## test_es_acc 0.7624750499001997 ########## 04/13/2022 08:08:40 - INFO - __main__ - ########## test_fr_acc 0.755688622754491 ########## 04/13/2022 08:08:50 - INFO - __main__ - ########## test_hi_acc 0.6421157684630738 ########## 04/13/2022 08:09:00 - INFO - __main__ - ########## test_ru_acc 0.7163672654690619 ########## 04/13/2022 08:09:09 - INFO - __main__ - ########## test_sw_acc 0.6455089820359281 ########## 04/13/2022 08:09:19 - INFO - __main__ - ########## test_th_acc 0.6493013972055888 ########## 04/13/2022 08:09:28 - INFO - __main__ - ########## test_tr_acc 0.6800399201596806 ########## 04/13/2022 08:09:38 - INFO - __main__ - ########## test_ur_acc 0.5988023952095808 ########## 04/13/2022 08:09:47 - INFO - __main__ - ########## test_vi_acc 0.6992015968063873 ########## 04/13/2022 08:09:57 - INFO - __main__ - ########## test_zh_acc 0.6966067864271457 ########## 04/13/2022 08:09:57 - INFO - __main__ - val_ar_acc = 0.6803212851405622 04/13/2022 08:09:57 - INFO - __main__ - val_bg_acc = 0.7240963855421687 04/13/2022 08:09:57 - INFO - __main__ - val_de_acc = 0.727710843373494 04/13/2022 08:09:57 - INFO - __main__ - val_el_acc = 0.7080321285140563 04/13/2022 08:09:57 - INFO - __main__ - val_en_acc = 0.8345381526104417 04/13/2022 08:09:57 - INFO - __main__ - val_es_acc = 0.7682730923694779 04/13/2022 08:09:57 - INFO - __main__ - val_fr_acc = 0.7558232931726908 04/13/2022 08:09:57 - INFO - __main__ - val_hi_acc = 0.6481927710843374 04/13/2022 08:09:57 - INFO - __main__ - val_ru_acc = 0.6963855421686747 04/13/2022 08:09:57 - INFO - __main__ - val_sw_acc = 0.629718875502008 04/13/2022 08:09:57 - INFO - __main__ - val_th_acc = 0.6449799196787148 04/13/2022 08:09:57 - INFO - __main__ - val_tr_acc = 0.691566265060241 04/13/2022 08:09:57 - INFO - __main__ - val_ur_acc = 0.5939759036144578 04/13/2022 08:09:57 - INFO - __main__ - val_vi_acc = 0.6943775100401607 04/13/2022 08:09:57 - INFO - __main__ - val_zh_acc = 0.7180722891566265 04/13/2022 08:09:57 - INFO - __main__ - val_avg_acc = 0.701070950468541 04/13/2022 08:09:57 - INFO - __main__ - test_ar_acc = 0.682435129740519 04/13/2022 08:09:57 - INFO - __main__ - test_bg_acc = 0.7273453093812375 04/13/2022 08:09:57 - INFO - __main__ - test_de_acc = 0.7311377245508982 04/13/2022 08:09:57 - INFO - __main__ - test_el_acc = 0.7063872255489022 04/13/2022 08:09:57 - INFO - __main__ - test_en_acc = 0.8301397205588822 04/13/2022 08:09:57 - INFO - __main__ - test_es_acc = 0.7624750499001997 04/13/2022 08:09:57 - INFO - __main__ - test_fr_acc = 0.755688622754491 04/13/2022 08:09:57 - INFO - __main__ - test_hi_acc = 0.6421157684630738 04/13/2022 08:09:57 - INFO - __main__ - test_ru_acc = 0.7163672654690619 04/13/2022 08:09:57 - INFO - __main__ - test_sw_acc = 0.6455089820359281 04/13/2022 08:09:57 - INFO - __main__ - test_th_acc = 0.6493013972055888 04/13/2022 08:09:57 - INFO - __main__ - test_tr_acc = 0.6800399201596806 04/13/2022 08:09:57 - INFO - __main__ - test_ur_acc = 0.5988023952095808 04/13/2022 08:09:57 - INFO - __main__ - test_vi_acc = 0.6992015968063873 04/13/2022 08:09:57 - INFO - __main__ - test_zh_acc = 0.6966067864271457 04/13/2022 08:09:57 - INFO - __main__ - test_avg_acc = 0.7015701929474384 04/13/2022 08:09:58 - INFO - utils - remove old ckpt: xnli_right_avg_new/ckpt/step-342500-test_avg_acc-0.7015701929474384-val_avg_acc-0.701070950468541 04/13/2022 08:09:58 - INFO - __main__ - ********** Evaluating Done ********** 04/13/2022 08:10:03 - INFO - __main__ - global_steps 342550 loss: 0.12309987 04/13/2022 08:10:08 - INFO - __main__ - global_steps 342600 loss: 0.13677936 04/13/2022 08:10:12 - INFO - __main__ - global_steps 342650 loss: 0.14027687 04/13/2022 08:10:17 - INFO - __main__ - global_steps 342700 loss: 0.11424242 04/13/2022 08:10:22 - INFO - __main__ - global_steps 342750 loss: 0.10571334 04/13/2022 08:10:27 - INFO - __main__ - global_steps 342800 loss: 0.16201337 04/13/2022 08:10:32 - INFO - __main__ - global_steps 342850 loss: 0.10336469 04/13/2022 08:10:36 - INFO - __main__ - global_steps 342900 loss: 0.08249420 04/13/2022 08:10:41 - INFO - __main__ - global_steps 342950 loss: 0.10038402 04/13/2022 08:10:46 - INFO - __main__ - global_steps 343000 loss: 0.10134276 04/13/2022 08:10:51 - INFO - __main__ - global_steps 343050 loss: 0.12927532 04/13/2022 08:10:55 - INFO - __main__ - global_steps 343100 loss: 0.11229572 04/13/2022 08:11:00 - INFO - __main__ - global_steps 343150 loss: 0.15422855 04/13/2022 08:11:05 - INFO - __main__ - global_steps 343200 loss: 0.13835141 04/13/2022 08:11:10 - INFO - __main__ - global_steps 343250 loss: 0.11493441 04/13/2022 08:11:15 - INFO - __main__ - global_steps 343300 loss: 0.10247061 04/13/2022 08:11:19 - INFO - __main__ - global_steps 343350 loss: 0.16724228 04/13/2022 08:11:24 - INFO - __main__ - global_steps 343400 loss: 0.14716721 04/13/2022 08:11:29 - INFO - __main__ - global_steps 343450 loss: 0.11031954 04/13/2022 08:11:34 - INFO - __main__ - global_steps 343500 loss: 0.14742640 04/13/2022 08:11:39 - INFO - __main__ - global_steps 343550 loss: 0.09402617 04/13/2022 08:11:43 - INFO - __main__ - global_steps 343600 loss: 0.14216759 04/13/2022 08:11:48 - INFO - __main__ - global_steps 343650 loss: 0.12249162 04/13/2022 08:11:53 - INFO - __main__ - global_steps 343700 loss: 0.12378392 04/13/2022 08:11:58 - INFO - __main__ - global_steps 343750 loss: 0.14469721 04/13/2022 08:12:02 - INFO - __main__ - global_steps 343800 loss: 0.13252112 04/13/2022 08:12:07 - INFO - __main__ - global_steps 343850 loss: 0.15895569 04/13/2022 08:12:12 - INFO - __main__ - global_steps 343900 loss: 0.11997691 04/13/2022 08:12:17 - INFO - __main__ - global_steps 343950 loss: 0.13775575 04/13/2022 08:12:21 - INFO - __main__ - global_steps 344000 loss: 0.11492071 04/13/2022 08:12:26 - INFO - __main__ - global_steps 344050 loss: 0.09353308 04/13/2022 08:12:31 - INFO - __main__ - global_steps 344100 loss: 0.09182070 04/13/2022 08:12:36 - INFO - __main__ - global_steps 344150 loss: 0.15054249 04/13/2022 08:12:40 - INFO - __main__ - global_steps 344200 loss: 0.09025171 04/13/2022 08:12:45 - INFO - __main__ - global_steps 344250 loss: 0.11999964 04/13/2022 08:12:50 - INFO - __main__ - global_steps 344300 loss: 0.11968918 04/13/2022 08:12:55 - INFO - __main__ - global_steps 344350 loss: 0.13755751 04/13/2022 08:12:59 - INFO - __main__ - global_steps 344400 loss: 0.17856778 04/13/2022 08:13:04 - INFO - __main__ - global_steps 344450 loss: 0.11163951 04/13/2022 08:13:09 - INFO - __main__ - global_steps 344500 loss: 0.11920565 04/13/2022 08:13:14 - INFO - __main__ - global_steps 344550 loss: 0.13914160 04/13/2022 08:13:18 - INFO - __main__ - global_steps 344600 loss: 0.14393959 04/13/2022 08:13:23 - INFO - __main__ - global_steps 344650 loss: 0.15939550 04/13/2022 08:13:27 - INFO - __main__ - global_steps 344700 loss: 0.11550178 04/13/2022 08:13:32 - INFO - __main__ - global_steps 344750 loss: 0.12400429 04/13/2022 08:13:36 - INFO - __main__ - global_steps 344800 loss: 0.13434418 04/13/2022 08:13:41 - INFO - __main__ - global_steps 344850 loss: 0.11440585 04/13/2022 08:13:46 - INFO - __main__ - global_steps 344900 loss: 0.09492392 04/13/2022 08:13:50 - INFO - __main__ - global_steps 344950 loss: 0.08128634 04/13/2022 08:13:55 - INFO - __main__ - global_steps 345000 loss: 0.14195130 04/13/2022 08:13:55 - INFO - __main__ - ********** Running evaluating ********** 04/13/2022 08:14:00 - INFO - __main__ - ########## val_ar_acc 0.6975903614457831 ########## 04/13/2022 08:14:04 - INFO - __main__ - ########## val_bg_acc 0.7421686746987952 ########## 04/13/2022 08:14:09 - INFO - __main__ - ########## val_de_acc 0.7413654618473896 ########## 04/13/2022 08:14:14 - INFO - __main__ - ########## val_el_acc 0.7329317269076305 ########## 04/13/2022 08:14:18 - INFO - __main__ - ########## val_en_acc 0.838152610441767 ########## 04/13/2022 08:14:23 - INFO - __main__ - ########## val_es_acc 0.7815261044176707 ########## 04/13/2022 08:14:28 - INFO - __main__ - ########## val_fr_acc 0.7602409638554217 ########## 04/13/2022 08:14:33 - INFO - __main__ - ########## val_hi_acc 0.6614457831325301 ########## 04/13/2022 08:14:38 - INFO - __main__ - ########## val_ru_acc 0.7128514056224899 ########## 04/13/2022 08:14:42 - INFO - __main__ - ########## val_sw_acc 0.6469879518072289 ########## 04/13/2022 08:14:47 - INFO - __main__ - ########## val_th_acc 0.6602409638554216 ########## 04/13/2022 08:14:51 - INFO - __main__ - ########## val_tr_acc 0.7028112449799196 ########## 04/13/2022 08:14:56 - INFO - __main__ - ########## val_ur_acc 0.6124497991967871 ########## 04/13/2022 08:15:00 - INFO - __main__ - ########## val_vi_acc 0.7080321285140563 ########## 04/13/2022 08:15:05 - INFO - __main__ - ########## val_zh_acc 0.7244979919678715 ########## 04/13/2022 08:15:14 - INFO - __main__ - ########## test_ar_acc 0.6952095808383234 ########## 04/13/2022 08:15:24 - INFO - __main__ - ########## test_bg_acc 0.7437125748502994 ########## 04/13/2022 08:15:33 - INFO - __main__ - ########## test_de_acc 0.7409181636726547 ########## 04/13/2022 08:15:42 - INFO - __main__ - ########## test_el_acc 0.7227544910179641 ########## 04/13/2022 08:15:51 - INFO - __main__ - ########## test_en_acc 0.8359281437125748 ########## 04/13/2022 08:16:01 - INFO - __main__ - ########## test_es_acc 0.7748502994011977 ########## 04/13/2022 08:16:10 - INFO - __main__ - ########## test_fr_acc 0.7660678642714571 ########## 04/13/2022 08:16:21 - INFO - __main__ - ########## test_hi_acc 0.6534930139720558 ########## 04/13/2022 08:16:31 - INFO - __main__ - ########## test_ru_acc 0.7279441117764471 ########## 04/13/2022 08:16:40 - INFO - __main__ - ########## test_sw_acc 0.6526946107784432 ########## 04/13/2022 08:16:49 - INFO - __main__ - ########## test_th_acc 0.6606786427145709 ########## 04/13/2022 08:16:58 - INFO - __main__ - ########## test_tr_acc 0.6940119760479042 ########## 04/13/2022 08:17:08 - INFO - __main__ - ########## test_ur_acc 0.6211576846307385 ########## 04/13/2022 08:17:18 - INFO - __main__ - ########## test_vi_acc 0.7101796407185629 ########## 04/13/2022 08:17:27 - INFO - __main__ - ########## test_zh_acc 0.7105788423153693 ########## 04/13/2022 08:17:27 - INFO - __main__ - val_ar_acc = 0.6975903614457831 04/13/2022 08:17:27 - INFO - __main__ - val_bg_acc = 0.7421686746987952 04/13/2022 08:17:27 - INFO - __main__ - val_de_acc = 0.7413654618473896 04/13/2022 08:17:27 - INFO - __main__ - val_el_acc = 0.7329317269076305 04/13/2022 08:17:27 - INFO - __main__ - val_en_acc = 0.838152610441767 04/13/2022 08:17:27 - INFO - __main__ - val_es_acc = 0.7815261044176707 04/13/2022 08:17:27 - INFO - __main__ - val_fr_acc = 0.7602409638554217 04/13/2022 08:17:27 - INFO - __main__ - val_hi_acc = 0.6614457831325301 04/13/2022 08:17:27 - INFO - __main__ - val_ru_acc = 0.7128514056224899 04/13/2022 08:17:27 - INFO - __main__ - val_sw_acc = 0.6469879518072289 04/13/2022 08:17:27 - INFO - __main__ - val_th_acc = 0.6602409638554216 04/13/2022 08:17:27 - INFO - __main__ - val_tr_acc = 0.7028112449799196 04/13/2022 08:17:27 - INFO - __main__ - val_ur_acc = 0.6124497991967871 04/13/2022 08:17:27 - INFO - __main__ - val_vi_acc = 0.7080321285140563 04/13/2022 08:17:27 - INFO - __main__ - val_zh_acc = 0.7244979919678715 04/13/2022 08:17:27 - INFO - __main__ - val_avg_acc = 0.7148862115127174 04/13/2022 08:17:27 - INFO - __main__ - test_ar_acc = 0.6952095808383234 04/13/2022 08:17:27 - INFO - __main__ - test_bg_acc = 0.7437125748502994 04/13/2022 08:17:27 - INFO - __main__ - test_de_acc = 0.7409181636726547 04/13/2022 08:17:27 - INFO - __main__ - test_el_acc = 0.7227544910179641 04/13/2022 08:17:27 - INFO - __main__ - test_en_acc = 0.8359281437125748 04/13/2022 08:17:27 - INFO - __main__ - test_es_acc = 0.7748502994011977 04/13/2022 08:17:27 - INFO - __main__ - test_fr_acc = 0.7660678642714571 04/13/2022 08:17:27 - INFO - __main__ - test_hi_acc = 0.6534930139720558 04/13/2022 08:17:27 - INFO - __main__ - test_ru_acc = 0.7279441117764471 04/13/2022 08:17:27 - INFO - __main__ - test_sw_acc = 0.6526946107784432 04/13/2022 08:17:27 - INFO - __main__ - test_th_acc = 0.6606786427145709 04/13/2022 08:17:27 - INFO - __main__ - test_tr_acc = 0.6940119760479042 04/13/2022 08:17:27 - INFO - __main__ - test_ur_acc = 0.6211576846307385 04/13/2022 08:17:27 - INFO - __main__ - test_vi_acc = 0.7101796407185629 04/13/2022 08:17:27 - INFO - __main__ - test_zh_acc = 0.7105788423153693 04/13/2022 08:17:27 - INFO - __main__ - test_avg_acc = 0.7140119760479042 04/13/2022 08:17:28 - INFO - utils - remove old ckpt: xnli_right_avg_new/ckpt/step-345000-test_avg_acc-0.7140119760479042-val_avg_acc-0.7148862115127174 04/13/2022 08:17:28 - INFO - __main__ - ********** Evaluating Done ********** 04/13/2022 08:17:33 - INFO - __main__ - global_steps 345050 loss: 0.13109391 04/13/2022 08:17:38 - INFO - __main__ - global_steps 345100 loss: 0.15347176 04/13/2022 08:17:43 - INFO - __main__ - global_steps 345150 loss: 0.17236356 04/13/2022 08:17:48 - INFO - __main__ - global_steps 345200 loss: 0.16502264 04/13/2022 08:17:53 - INFO - __main__ - global_steps 345250 loss: 0.11270817 04/13/2022 08:17:57 - INFO - __main__ - global_steps 345300 loss: 0.11655277 04/13/2022 08:18:02 - INFO - __main__ - global_steps 345350 loss: 0.12221633 04/13/2022 08:18:07 - INFO - __main__ - global_steps 345400 loss: 0.11094431 04/13/2022 08:18:12 - INFO - __main__ - global_steps 345450 loss: 0.11841578 04/13/2022 08:18:17 - INFO - __main__ - global_steps 345500 loss: 0.12564155 04/13/2022 08:18:21 - INFO - __main__ - global_steps 345550 loss: 0.13981190 04/13/2022 08:18:26 - INFO - __main__ - global_steps 345600 loss: 0.19182225 04/13/2022 08:18:31 - INFO - __main__ - global_steps 345650 loss: 0.11850167 04/13/2022 08:18:36 - INFO - __main__ - global_steps 345700 loss: 0.18107734 04/13/2022 08:18:41 - INFO - __main__ - global_steps 345750 loss: 0.12982047 04/13/2022 08:18:46 - INFO - __main__ - global_steps 345800 loss: 0.12039246 04/13/2022 08:18:50 - INFO - __main__ - global_steps 345850 loss: 0.16212631 04/13/2022 08:18:55 - INFO - __main__ - global_steps 345900 loss: 0.10567067 04/13/2022 08:19:00 - INFO - __main__ - global_steps 345950 loss: 0.10431333 04/13/2022 08:19:05 - INFO - __main__ - global_steps 346000 loss: 0.17189987 04/13/2022 08:19:10 - INFO - __main__ - global_steps 346050 loss: 0.14548255 04/13/2022 08:19:14 - INFO - __main__ - global_steps 346100 loss: 0.14258723 04/13/2022 08:19:19 - INFO - __main__ - global_steps 346150 loss: 0.10042291 04/13/2022 08:19:24 - INFO - __main__ - global_steps 346200 loss: 0.13024820 04/13/2022 08:19:29 - INFO - __main__ - global_steps 346250 loss: 0.17252222 04/13/2022 08:19:34 - INFO - __main__ - global_steps 346300 loss: 0.12618756 04/13/2022 08:19:38 - INFO - __main__ - global_steps 346350 loss: 0.11551047 04/13/2022 08:19:43 - INFO - __main__ - global_steps 346400 loss: 0.17392692 04/13/2022 08:19:48 - INFO - __main__ - global_steps 346450 loss: 0.14488024 04/13/2022 08:19:53 - INFO - __main__ - global_steps 346500 loss: 0.13187820 04/13/2022 08:19:57 - INFO - __main__ - global_steps 346550 loss: 0.11668173 04/13/2022 08:20:02 - INFO - __main__ - global_steps 346600 loss: 0.13274490 04/13/2022 08:20:07 - INFO - __main__ - global_steps 346650 loss: 0.11798981 04/13/2022 08:20:12 - INFO - __main__ - global_steps 346700 loss: 0.19547674 04/13/2022 08:20:17 - INFO - __main__ - global_steps 346750 loss: 0.13015765 04/13/2022 08:20:21 - INFO - __main__ - global_steps 346800 loss: 0.11928620 04/13/2022 08:20:26 - INFO - __main__ - global_steps 346850 loss: 0.10762591 04/13/2022 08:20:31 - INFO - __main__ - global_steps 346900 loss: 0.16058122 04/13/2022 08:20:36 - INFO - __main__ - global_steps 346950 loss: 0.09056048 04/13/2022 08:20:41 - INFO - __main__ - global_steps 347000 loss: 0.07263027 04/13/2022 08:20:46 - INFO - __main__ - global_steps 347050 loss: 0.09646067 04/13/2022 08:20:50 - INFO - __main__ - global_steps 347100 loss: 0.11557373 04/13/2022 08:20:55 - INFO - __main__ - global_steps 347150 loss: 0.15885670 04/13/2022 08:21:00 - INFO - __main__ - global_steps 347200 loss: 0.07780480 04/13/2022 08:21:05 - INFO - __main__ - global_steps 347250 loss: 0.15567071 04/13/2022 08:21:10 - INFO - __main__ - global_steps 347300 loss: 0.14214179 04/13/2022 08:21:14 - INFO - __main__ - global_steps 347350 loss: 0.13652931 04/13/2022 08:21:19 - INFO - __main__ - global_steps 347400 loss: 0.08574532 04/13/2022 08:21:24 - INFO - __main__ - global_steps 347450 loss: 0.14033234 04/13/2022 08:21:29 - INFO - __main__ - global_steps 347500 loss: 0.10470794 04/13/2022 08:21:29 - INFO - __main__ - ********** Running evaluating ********** 04/13/2022 08:21:33 - INFO - __main__ - ########## val_ar_acc 0.6983935742971887 ########## 04/13/2022 08:21:38 - INFO - __main__ - ########## val_bg_acc 0.738152610441767 ########## 04/13/2022 08:21:43 - INFO - __main__ - ########## val_de_acc 0.742570281124498 ########## 04/13/2022 08:21:47 - INFO - __main__ - ########## val_el_acc 0.7313253012048193 ########## 04/13/2022 08:21:52 - INFO - __main__ - ########## val_en_acc 0.8393574297188755 ########## 04/13/2022 08:21:57 - INFO - __main__ - ########## val_es_acc 0.7795180722891566 ########## 04/13/2022 08:22:01 - INFO - __main__ - ########## val_fr_acc 0.7670682730923695 ########## 04/13/2022 08:22:06 - INFO - __main__ - ########## val_hi_acc 0.6598393574297189 ########## 04/13/2022 08:22:11 - INFO - __main__ - ########## val_ru_acc 0.7168674698795181 ########## 04/13/2022 08:22:16 - INFO - __main__ - ########## val_sw_acc 0.6514056224899598 ########## 04/13/2022 08:22:20 - INFO - __main__ - ########## val_th_acc 0.6706827309236948 ########## 04/13/2022 08:22:25 - INFO - __main__ - ########## val_tr_acc 0.7024096385542169 ########## 04/13/2022 08:22:30 - INFO - __main__ - ########## val_ur_acc 0.6196787148594377 ########## 04/13/2022 08:22:35 - INFO - __main__ - ########## val_vi_acc 0.7136546184738956 ########## 04/13/2022 08:22:39 - INFO - __main__ - ########## val_zh_acc 0.7301204819277108 ########## 04/13/2022 08:22:48 - INFO - __main__ - ########## test_ar_acc 0.6998003992015968 ########## 04/13/2022 08:22:58 - INFO - __main__ - ########## test_bg_acc 0.7439121756487026 ########## 04/13/2022 08:23:08 - INFO - __main__ - ########## test_de_acc 0.7479041916167665 ########## 04/13/2022 08:23:18 - INFO - __main__ - ########## test_el_acc 0.729940119760479 ########## 04/13/2022 08:23:27 - INFO - __main__ - ########## test_en_acc 0.836127744510978 ########## 04/13/2022 08:23:36 - INFO - __main__ - ########## test_es_acc 0.7748502994011977 ########## 04/13/2022 08:23:46 - INFO - __main__ - ########## test_fr_acc 0.7738522954091817 ########## 04/13/2022 08:23:56 - INFO - __main__ - ########## test_hi_acc 0.649500998003992 ########## 04/13/2022 08:24:06 - INFO - __main__ - ########## test_ru_acc 0.7217564870259481 ########## 04/13/2022 08:24:15 - INFO - __main__ - ########## test_sw_acc 0.6620758483033932 ########## 04/13/2022 08:24:25 - INFO - __main__ - ########## test_th_acc 0.6780439121756487 ########## 04/13/2022 08:24:34 - INFO - __main__ - ########## test_tr_acc 0.6902195608782435 ########## 04/13/2022 08:24:43 - INFO - __main__ - ########## test_ur_acc 0.6261477045908184 ########## 04/13/2022 08:24:52 - INFO - __main__ - ########## test_vi_acc 0.7173652694610778 ########## 04/13/2022 08:25:02 - INFO - __main__ - ########## test_zh_acc 0.7155688622754491 ########## 04/13/2022 08:25:02 - INFO - __main__ - val_ar_acc = 0.6983935742971887 04/13/2022 08:25:02 - INFO - __main__ - val_bg_acc = 0.738152610441767 04/13/2022 08:25:02 - INFO - __main__ - val_de_acc = 0.742570281124498 04/13/2022 08:25:02 - INFO - __main__ - val_el_acc = 0.7313253012048193 04/13/2022 08:25:02 - INFO - __main__ - val_en_acc = 0.8393574297188755 04/13/2022 08:25:02 - INFO - __main__ - val_es_acc = 0.7795180722891566 04/13/2022 08:25:02 - INFO - __main__ - val_fr_acc = 0.7670682730923695 04/13/2022 08:25:02 - INFO - __main__ - val_hi_acc = 0.6598393574297189 04/13/2022 08:25:02 - INFO - __main__ - val_ru_acc = 0.7168674698795181 04/13/2022 08:25:02 - INFO - __main__ - val_sw_acc = 0.6514056224899598 04/13/2022 08:25:02 - INFO - __main__ - val_th_acc = 0.6706827309236948 04/13/2022 08:25:02 - INFO - __main__ - val_tr_acc = 0.7024096385542169 04/13/2022 08:25:02 - INFO - __main__ - val_ur_acc = 0.6196787148594377 04/13/2022 08:25:02 - INFO - __main__ - val_vi_acc = 0.7136546184738956 04/13/2022 08:25:02 - INFO - __main__ - val_zh_acc = 0.7301204819277108 04/13/2022 08:25:02 - INFO - __main__ - val_avg_acc = 0.7174029451137885 04/13/2022 08:25:02 - INFO - __main__ - test_ar_acc = 0.6998003992015968 04/13/2022 08:25:02 - INFO - __main__ - test_bg_acc = 0.7439121756487026 04/13/2022 08:25:02 - INFO - __main__ - test_de_acc = 0.7479041916167665 04/13/2022 08:25:02 - INFO - __main__ - test_el_acc = 0.729940119760479 04/13/2022 08:25:02 - INFO - __main__ - test_en_acc = 0.836127744510978 04/13/2022 08:25:02 - INFO - __main__ - test_es_acc = 0.7748502994011977 04/13/2022 08:25:02 - INFO - __main__ - test_fr_acc = 0.7738522954091817 04/13/2022 08:25:02 - INFO - __main__ - test_hi_acc = 0.649500998003992 04/13/2022 08:25:02 - INFO - __main__ - test_ru_acc = 0.7217564870259481 04/13/2022 08:25:02 - INFO - __main__ - test_sw_acc = 0.6620758483033932 04/13/2022 08:25:02 - INFO - __main__ - test_th_acc = 0.6780439121756487 04/13/2022 08:25:02 - INFO - __main__ - test_tr_acc = 0.6902195608782435 04/13/2022 08:25:02 - INFO - __main__ - test_ur_acc = 0.6261477045908184 04/13/2022 08:25:02 - INFO - __main__ - test_vi_acc = 0.7173652694610778 04/13/2022 08:25:02 - INFO - __main__ - test_zh_acc = 0.7155688622754491 04/13/2022 08:25:02 - INFO - __main__ - test_avg_acc = 0.717804391217565 04/13/2022 08:25:03 - INFO - utils - remove old ckpt: xnli_right_avg_new/ckpt/step-347500-test_avg_acc-0.717804391217565-val_avg_acc-0.7174029451137885 04/13/2022 08:25:03 - INFO - __main__ - ********** Evaluating Done ********** 04/13/2022 08:25:08 - INFO - __main__ - global_steps 347550 loss: 0.12364101 04/13/2022 08:25:13 - INFO - __main__ - global_steps 347600 loss: 0.14526439 04/13/2022 08:25:17 - INFO - __main__ - global_steps 347650 loss: 0.13764075 04/13/2022 08:25:22 - INFO - __main__ - global_steps 347700 loss: 0.18172747 04/13/2022 08:25:27 - INFO - __main__ - global_steps 347750 loss: 0.12810020 04/13/2022 08:25:32 - INFO - __main__ - global_steps 347800 loss: 0.09410160 04/13/2022 08:25:37 - INFO - __main__ - global_steps 347850 loss: 0.13041057 04/13/2022 08:25:42 - INFO - __main__ - global_steps 347900 loss: 0.14209918 04/13/2022 08:25:46 - INFO - __main__ - global_steps 347950 loss: 0.10349898 04/13/2022 08:25:51 - INFO - __main__ - global_steps 348000 loss: 0.14491850 04/13/2022 08:25:56 - INFO - __main__ - global_steps 348050 loss: 0.14481507 04/13/2022 08:26:01 - INFO - __main__ - global_steps 348100 loss: 0.08810180 04/13/2022 08:26:06 - INFO - __main__ - global_steps 348150 loss: 0.11688349 04/13/2022 08:26:10 - INFO - __main__ - global_steps 348200 loss: 0.14027770 04/13/2022 08:26:15 - INFO - __main__ - global_steps 348250 loss: 0.16137504 04/13/2022 08:26:20 - INFO - __main__ - global_steps 348300 loss: 0.15881248 04/13/2022 08:26:25 - INFO - __main__ - global_steps 348350 loss: 0.16709408 04/13/2022 08:26:30 - INFO - __main__ - global_steps 348400 loss: 0.12649291 04/13/2022 08:26:34 - INFO - __main__ - global_steps 348450 loss: 0.13916333 04/13/2022 08:26:39 - INFO - __main__ - global_steps 348500 loss: 0.18004103 04/13/2022 08:26:44 - INFO - __main__ - global_steps 348550 loss: 0.11518446 04/13/2022 08:26:49 - INFO - __main__ - global_steps 348600 loss: 0.19323472 04/13/2022 08:26:54 - INFO - __main__ - global_steps 348650 loss: 0.08584472 04/13/2022 08:26:58 - INFO - __main__ - global_steps 348700 loss: 0.14178980 04/13/2022 08:27:03 - INFO - __main__ - global_steps 348750 loss: 0.10631282 04/13/2022 08:27:08 - INFO - __main__ - global_steps 348800 loss: 0.15330605 04/13/2022 08:27:13 - INFO - __main__ - global_steps 348850 loss: 0.10475752 04/13/2022 08:27:17 - INFO - __main__ - global_steps 348900 loss: 0.15571181 04/13/2022 08:27:22 - INFO - __main__ - global_steps 348950 loss: 0.14629349 04/13/2022 08:27:27 - INFO - __main__ - global_steps 349000 loss: 0.10210077 04/13/2022 08:27:32 - INFO - __main__ - global_steps 349050 loss: 0.12511761 04/13/2022 08:27:37 - INFO - __main__ - global_steps 349100 loss: 0.11094177 04/13/2022 08:27:42 - INFO - __main__ - global_steps 349150 loss: 0.14690435 04/13/2022 08:27:46 - INFO - __main__ - global_steps 349200 loss: 0.17366101 04/13/2022 08:27:51 - INFO - __main__ - global_steps 349250 loss: 0.15048109 04/13/2022 08:27:56 - INFO - __main__ - global_steps 349300 loss: 0.13778360 04/13/2022 08:28:01 - INFO - __main__ - global_steps 349350 loss: 0.12806586 04/13/2022 08:28:05 - INFO - __main__ - global_steps 349400 loss: 0.13083423 04/13/2022 08:28:10 - INFO - __main__ - global_steps 349450 loss: 0.11387520 04/13/2022 08:28:15 - INFO - __main__ - global_steps 349500 loss: 0.11322360 04/13/2022 08:28:20 - INFO - __main__ - global_steps 349550 loss: 0.10601931 04/13/2022 08:28:25 - INFO - __main__ - global_steps 349600 loss: 0.15767608 04/13/2022 08:28:29 - INFO - __main__ - global_steps 349650 loss: 0.13906044 04/13/2022 08:28:34 - INFO - __main__ - global_steps 349700 loss: 0.12721775 04/13/2022 08:28:39 - INFO - __main__ - global_steps 349750 loss: 0.11948804 04/13/2022 08:28:43 - INFO - __main__ - global_steps 349800 loss: 0.15825833 04/13/2022 08:28:48 - INFO - __main__ - global_steps 349850 loss: 0.13465273 04/13/2022 08:28:53 - INFO - __main__ - global_steps 349900 loss: 0.14077401 04/13/2022 08:28:58 - INFO - __main__ - global_steps 349950 loss: 0.12736697 04/13/2022 08:29:03 - INFO - __main__ - global_steps 350000 loss: 0.10683162 04/13/2022 08:29:03 - INFO - __main__ - ********** Running evaluating ********** 04/13/2022 08:29:07 - INFO - __main__ - ########## val_ar_acc 0.7068273092369478 ########## 04/13/2022 08:29:12 - INFO - __main__ - ########## val_bg_acc 0.744578313253012 ########## 04/13/2022 08:29:17 - INFO - __main__ - ########## val_de_acc 0.7481927710843373 ########## 04/13/2022 08:29:22 - INFO - __main__ - ########## val_el_acc 0.744578313253012 ########## 04/13/2022 08:29:26 - INFO - __main__ - ########## val_en_acc 0.8453815261044176 ########## 04/13/2022 08:29:31 - INFO - __main__ - ########## val_es_acc 0.7891566265060241 ########## 04/13/2022 08:29:36 - INFO - __main__ - ########## val_fr_acc 0.7726907630522089 ########## 04/13/2022 08:29:41 - INFO - __main__ - ########## val_hi_acc 0.6678714859437751 ########## 04/13/2022 08:29:46 - INFO - __main__ - ########## val_ru_acc 0.7244979919678715 ########## 04/13/2022 08:29:50 - INFO - __main__ - ########## val_sw_acc 0.6590361445783133 ########## 04/13/2022 08:29:55 - INFO - __main__ - ########## val_th_acc 0.6759036144578313 ########## 04/13/2022 08:29:59 - INFO - __main__ - ########## val_tr_acc 0.7012048192771084 ########## 04/13/2022 08:30:04 - INFO - __main__ - ########## val_ur_acc 0.6301204819277109 ########## 04/13/2022 08:30:09 - INFO - __main__ - ########## val_vi_acc 0.7273092369477911 ########## 04/13/2022 08:30:14 - INFO - __main__ - ########## val_zh_acc 0.738152610441767 ########## 04/13/2022 08:30:23 - INFO - __main__ - ########## test_ar_acc 0.7075848303393214 ########## 04/13/2022 08:30:32 - INFO - __main__ - ########## test_bg_acc 0.7536926147704591 ########## 04/13/2022 08:30:42 - INFO - __main__ - ########## test_de_acc 0.7532934131736527 ########## 04/13/2022 08:30:52 - INFO - __main__ - ########## test_el_acc 0.7291417165668662 ########## 04/13/2022 08:31:01 - INFO - __main__ - ########## test_en_acc 0.8407185628742515 ########## 04/13/2022 08:31:10 - INFO - __main__ - ########## test_es_acc 0.7846307385229541 ########## 04/13/2022 08:31:20 - INFO - __main__ - ########## test_fr_acc 0.7760479041916167 ########## 04/13/2022 08:31:30 - INFO - __main__ - ########## test_hi_acc 0.6620758483033932 ########## 04/13/2022 08:31:40 - INFO - __main__ - ########## test_ru_acc 0.7345309381237525 ########## 04/13/2022 08:31:49 - INFO - __main__ - ########## test_sw_acc 0.6696606786427146 ########## 04/13/2022 08:31:59 - INFO - __main__ - ########## test_th_acc 0.681437125748503 ########## 04/13/2022 08:32:08 - INFO - __main__ - ########## test_tr_acc 0.7013972055888223 ########## 04/13/2022 08:32:18 - INFO - __main__ - ########## test_ur_acc 0.6343313373253493 ########## 04/13/2022 08:32:27 - INFO - __main__ - ########## test_vi_acc 0.7207584830339321 ########## 04/13/2022 08:32:37 - INFO - __main__ - ########## test_zh_acc 0.7207584830339321 ########## 04/13/2022 08:32:37 - INFO - __main__ - val_ar_acc = 0.7068273092369478 04/13/2022 08:32:37 - INFO - __main__ - val_bg_acc = 0.744578313253012 04/13/2022 08:32:37 - INFO - __main__ - val_de_acc = 0.7481927710843373 04/13/2022 08:32:37 - INFO - __main__ - val_el_acc = 0.744578313253012 04/13/2022 08:32:37 - INFO - __main__ - val_en_acc = 0.8453815261044176 04/13/2022 08:32:37 - INFO - __main__ - val_es_acc = 0.7891566265060241 04/13/2022 08:32:37 - INFO - __main__ - val_fr_acc = 0.7726907630522089 04/13/2022 08:32:37 - INFO - __main__ - val_hi_acc = 0.6678714859437751 04/13/2022 08:32:37 - INFO - __main__ - val_ru_acc = 0.7244979919678715 04/13/2022 08:32:37 - INFO - __main__ - val_sw_acc = 0.6590361445783133 04/13/2022 08:32:37 - INFO - __main__ - val_th_acc = 0.6759036144578313 04/13/2022 08:32:37 - INFO - __main__ - val_tr_acc = 0.7012048192771084 04/13/2022 08:32:37 - INFO - __main__ - val_ur_acc = 0.6301204819277109 04/13/2022 08:32:37 - INFO - __main__ - val_vi_acc = 0.7273092369477911 04/13/2022 08:32:37 - INFO - __main__ - val_zh_acc = 0.738152610441767 04/13/2022 08:32:37 - INFO - __main__ - val_avg_acc = 0.7250334672021419 04/13/2022 08:32:37 - INFO - __main__ - test_ar_acc = 0.7075848303393214 04/13/2022 08:32:37 - INFO - __main__ - test_bg_acc = 0.7536926147704591 04/13/2022 08:32:37 - INFO - __main__ - test_de_acc = 0.7532934131736527 04/13/2022 08:32:37 - INFO - __main__ - test_el_acc = 0.7291417165668662 04/13/2022 08:32:37 - INFO - __main__ - test_en_acc = 0.8407185628742515 04/13/2022 08:32:37 - INFO - __main__ - test_es_acc = 0.7846307385229541 04/13/2022 08:32:37 - INFO - __main__ - test_fr_acc = 0.7760479041916167 04/13/2022 08:32:37 - INFO - __main__ - test_hi_acc = 0.6620758483033932 04/13/2022 08:32:37 - INFO - __main__ - test_ru_acc = 0.7345309381237525 04/13/2022 08:32:37 - INFO - __main__ - test_sw_acc = 0.6696606786427146 04/13/2022 08:32:37 - INFO - __main__ - test_th_acc = 0.681437125748503 04/13/2022 08:32:37 - INFO - __main__ - test_tr_acc = 0.7013972055888223 04/13/2022 08:32:37 - INFO - __main__ - test_ur_acc = 0.6343313373253493 04/13/2022 08:32:37 - INFO - __main__ - test_vi_acc = 0.7207584830339321 04/13/2022 08:32:37 - INFO - __main__ - test_zh_acc = 0.7207584830339321 04/13/2022 08:32:37 - INFO - __main__ - test_avg_acc = 0.7246706586826349 04/13/2022 08:32:38 - INFO - utils - remove old ckpt: xnli_right_avg_new/ckpt/step-350000-test_avg_acc-0.7246706586826349-val_avg_acc-0.7250334672021419 04/13/2022 08:32:38 - INFO - __main__ - ********** Evaluating Done ********** 04/13/2022 08:32:43 - INFO - __main__ - global_steps 350050 loss: 0.12143643 04/13/2022 08:32:47 - INFO - __main__ - global_steps 350100 loss: 0.13475059 04/13/2022 08:32:52 - INFO - __main__ - global_steps 350150 loss: 0.17126222 04/13/2022 08:32:57 - INFO - __main__ - global_steps 350200 loss: 0.11938179 04/13/2022 08:33:02 - INFO - __main__ - global_steps 350250 loss: 0.15424338 04/13/2022 08:33:06 - INFO - __main__ - global_steps 350300 loss: 0.12181627 04/13/2022 08:33:11 - INFO - __main__ - global_steps 350350 loss: 0.14442713 04/13/2022 08:33:15 - INFO - __main__ - global_steps 350400 loss: 0.08833672 04/13/2022 08:33:20 - INFO - __main__ - global_steps 350450 loss: 0.12857306 04/13/2022 08:33:25 - INFO - __main__ - global_steps 350500 loss: 0.13970572 04/13/2022 08:33:29 - INFO - __main__ - global_steps 350550 loss: 0.12346042 04/13/2022 08:33:34 - INFO - __main__ - global_steps 350600 loss: 0.17732437 04/13/2022 08:33:38 - INFO - __main__ - global_steps 350650 loss: 0.12793689 04/13/2022 08:33:43 - INFO - __main__ - global_steps 350700 loss: 0.11870101 04/13/2022 08:33:47 - INFO - __main__ - global_steps 350750 loss: 0.11520529 04/13/2022 08:33:52 - INFO - __main__ - global_steps 350800 loss: 0.09036790 04/13/2022 08:33:57 - INFO - __main__ - global_steps 350850 loss: 0.11543208 04/13/2022 08:34:02 - INFO - __main__ - global_steps 350900 loss: 0.14480742 04/13/2022 08:34:07 - INFO - __main__ - global_steps 350950 loss: 0.18845859 04/13/2022 08:34:11 - INFO - __main__ - global_steps 351000 loss: 0.10427702 04/13/2022 08:34:16 - INFO - __main__ - global_steps 351050 loss: 0.10135980 04/13/2022 08:34:21 - INFO - __main__ - global_steps 351100 loss: 0.11978901 04/13/2022 08:34:26 - INFO - __main__ - global_steps 351150 loss: 0.08129214 04/13/2022 08:34:30 - INFO - __main__ - global_steps 351200 loss: 0.12589848 04/13/2022 08:34:35 - INFO - __main__ - global_steps 351250 loss: 0.13814530 04/13/2022 08:34:40 - INFO - __main__ - global_steps 351300 loss: 0.20057515 04/13/2022 08:34:44 - INFO - __main__ - global_steps 351350 loss: 0.15898763 04/13/2022 08:34:49 - INFO - __main__ - global_steps 351400 loss: 0.09173287 04/13/2022 08:34:54 - INFO - __main__ - global_steps 351450 loss: 0.12779425 04/13/2022 08:34:59 - INFO - __main__ - global_steps 351500 loss: 0.12264248 04/13/2022 08:35:03 - INFO - __main__ - global_steps 351550 loss: 0.17633261 04/13/2022 08:35:08 - INFO - __main__ - global_steps 351600 loss: 0.13384962 04/13/2022 08:35:13 - INFO - __main__ - global_steps 351650 loss: 0.12509302 04/13/2022 08:35:18 - INFO - __main__ - global_steps 351700 loss: 0.10160259 04/13/2022 08:35:23 - INFO - __main__ - global_steps 351750 loss: 0.12042328 04/13/2022 08:35:28 - INFO - __main__ - global_steps 351800 loss: 0.10039153 04/13/2022 08:35:32 - INFO - __main__ - global_steps 351850 loss: 0.15171822 04/13/2022 08:35:37 - INFO - __main__ - global_steps 351900 loss: 0.11633528 04/13/2022 08:35:42 - INFO - __main__ - global_steps 351950 loss: 0.13385709 04/13/2022 08:35:47 - INFO - __main__ - global_steps 352000 loss: 0.14414269 04/13/2022 08:35:52 - INFO - __main__ - global_steps 352050 loss: 0.10607183 04/13/2022 08:35:56 - INFO - __main__ - global_steps 352100 loss: 0.13158765 04/13/2022 08:36:01 - INFO - __main__ - global_steps 352150 loss: 0.13824598 04/13/2022 08:36:06 - INFO - __main__ - global_steps 352200 loss: 0.13040068 04/13/2022 08:36:10 - INFO - __main__ - global_steps 352250 loss: 0.11239268 04/13/2022 08:36:15 - INFO - __main__ - global_steps 352300 loss: 0.14744546 04/13/2022 08:36:20 - INFO - __main__ - global_steps 352350 loss: 0.13284877 04/13/2022 08:36:24 - INFO - __main__ - global_steps 352400 loss: 0.08078921 04/13/2022 08:36:29 - INFO - __main__ - global_steps 352450 loss: 0.11606782 04/13/2022 08:36:34 - INFO - __main__ - global_steps 352500 loss: 0.09482263 04/13/2022 08:36:34 - INFO - __main__ - ********** Running evaluating ********** 04/13/2022 08:36:39 - INFO - __main__ - ########## val_ar_acc 0.7228915662650602 ########## 04/13/2022 08:36:43 - INFO - __main__ - ########## val_bg_acc 0.757429718875502 ########## 04/13/2022 08:36:48 - INFO - __main__ - ########## val_de_acc 0.7522088353413655 ########## 04/13/2022 08:36:53 - INFO - __main__ - ########## val_el_acc 0.7514056224899598 ########## 04/13/2022 08:36:57 - INFO - __main__ - ########## val_en_acc 0.846987951807229 ########## 04/13/2022 08:37:02 - INFO - __main__ - ########## val_es_acc 0.7887550200803213 ########## 04/13/2022 08:37:07 - INFO - __main__ - ########## val_fr_acc 0.7710843373493976 ########## 04/13/2022 08:37:12 - INFO - __main__ - ########## val_hi_acc 0.6795180722891566 ########## 04/13/2022 08:37:17 - INFO - __main__ - ########## val_ru_acc 0.7248995983935743 ########## 04/13/2022 08:37:21 - INFO - __main__ - ########## val_sw_acc 0.665863453815261 ########## 04/13/2022 08:37:26 - INFO - __main__ - ########## val_th_acc 0.6863453815261045 ########## 04/13/2022 08:37:30 - INFO - __main__ - ########## val_tr_acc 0.7136546184738956 ########## 04/13/2022 08:37:35 - INFO - __main__ - ########## val_ur_acc 0.6357429718875502 ########## 04/13/2022 08:37:40 - INFO - __main__ - ########## val_vi_acc 0.7200803212851405 ########## 04/13/2022 08:37:44 - INFO - __main__ - ########## val_zh_acc 0.738152610441767 ########## 04/13/2022 08:37:54 - INFO - __main__ - ########## test_ar_acc 0.7191616766467066 ########## 04/13/2022 08:38:04 - INFO - __main__ - ########## test_bg_acc 0.7604790419161677 ########## 04/13/2022 08:38:13 - INFO - __main__ - ########## test_de_acc 0.7640718562874251 ########## 04/13/2022 08:38:23 - INFO - __main__ - ########## test_el_acc 0.7459081836327345 ########## 04/13/2022 08:38:32 - INFO - __main__ - ########## test_en_acc 0.8473053892215568 ########## 04/13/2022 08:38:41 - INFO - __main__ - ########## test_es_acc 0.7878243512974051 ########## 04/13/2022 08:38:51 - INFO - __main__ - ########## test_fr_acc 0.7844311377245509 ########## 04/13/2022 08:39:01 - INFO - __main__ - ########## test_hi_acc 0.6696606786427146 ########## 04/13/2022 08:39:11 - INFO - __main__ - ########## test_ru_acc 0.7491017964071857 ########## 04/13/2022 08:39:20 - INFO - __main__ - ########## test_sw_acc 0.6756487025948104 ########## 04/13/2022 08:39:29 - INFO - __main__ - ########## test_th_acc 0.6954091816367265 ########## 04/13/2022 08:39:39 - INFO - __main__ - ########## test_tr_acc 0.7101796407185629 ########## 04/13/2022 08:39:48 - INFO - __main__ - ########## test_ur_acc 0.6447105788423154 ########## 04/13/2022 08:39:58 - INFO - __main__ - ########## test_vi_acc 0.7269461077844311 ########## 04/13/2022 08:40:07 - INFO - __main__ - ########## test_zh_acc 0.7349301397205589 ########## 04/13/2022 08:40:07 - INFO - __main__ - val_ar_acc = 0.7228915662650602 04/13/2022 08:40:07 - INFO - __main__ - val_bg_acc = 0.757429718875502 04/13/2022 08:40:07 - INFO - __main__ - val_de_acc = 0.7522088353413655 04/13/2022 08:40:07 - INFO - __main__ - val_el_acc = 0.7514056224899598 04/13/2022 08:40:07 - INFO - __main__ - val_en_acc = 0.846987951807229 04/13/2022 08:40:07 - INFO - __main__ - val_es_acc = 0.7887550200803213 04/13/2022 08:40:07 - INFO - __main__ - val_fr_acc = 0.7710843373493976 04/13/2022 08:40:07 - INFO - __main__ - val_hi_acc = 0.6795180722891566 04/13/2022 08:40:07 - INFO - __main__ - val_ru_acc = 0.7248995983935743 04/13/2022 08:40:07 - INFO - __main__ - val_sw_acc = 0.665863453815261 04/13/2022 08:40:07 - INFO - __main__ - val_th_acc = 0.6863453815261045 04/13/2022 08:40:07 - INFO - __main__ - val_tr_acc = 0.7136546184738956 04/13/2022 08:40:07 - INFO - __main__ - val_ur_acc = 0.6357429718875502 04/13/2022 08:40:07 - INFO - __main__ - val_vi_acc = 0.7200803212851405 04/13/2022 08:40:07 - INFO - __main__ - val_zh_acc = 0.738152610441767 04/13/2022 08:40:07 - INFO - __main__ - val_avg_acc = 0.7303346720214191 04/13/2022 08:40:07 - INFO - __main__ - test_ar_acc = 0.7191616766467066 04/13/2022 08:40:07 - INFO - __main__ - test_bg_acc = 0.7604790419161677 04/13/2022 08:40:07 - INFO - __main__ - test_de_acc = 0.7640718562874251 04/13/2022 08:40:07 - INFO - __main__ - test_el_acc = 0.7459081836327345 04/13/2022 08:40:07 - INFO - __main__ - test_en_acc = 0.8473053892215568 04/13/2022 08:40:07 - INFO - __main__ - test_es_acc = 0.7878243512974051 04/13/2022 08:40:07 - INFO - __main__ - test_fr_acc = 0.7844311377245509 04/13/2022 08:40:07 - INFO - __main__ - test_hi_acc = 0.6696606786427146 04/13/2022 08:40:07 - INFO - __main__ - test_ru_acc = 0.7491017964071857 04/13/2022 08:40:07 - INFO - __main__ - test_sw_acc = 0.6756487025948104 04/13/2022 08:40:07 - INFO - __main__ - test_th_acc = 0.6954091816367265 04/13/2022 08:40:07 - INFO - __main__ - test_tr_acc = 0.7101796407185629 04/13/2022 08:40:07 - INFO - __main__ - test_ur_acc = 0.6447105788423154 04/13/2022 08:40:07 - INFO - __main__ - test_vi_acc = 0.7269461077844311 04/13/2022 08:40:07 - INFO - __main__ - test_zh_acc = 0.7349301397205589 04/13/2022 08:40:07 - INFO - __main__ - test_avg_acc = 0.7343845642049236 04/13/2022 08:40:09 - INFO - utils - remove old ckpt: xnli_right_avg_new/ckpt/step-352500-test_avg_acc-0.7343845642049236-val_avg_acc-0.7303346720214191 04/13/2022 08:40:09 - INFO - __main__ - ********** Evaluating Done ********** 04/13/2022 08:40:14 - INFO - __main__ - global_steps 352550 loss: 0.14081370 04/13/2022 08:40:18 - INFO - __main__ - global_steps 352600 loss: 0.09434426 04/13/2022 08:40:23 - INFO - __main__ - global_steps 352650 loss: 0.13669890 04/13/2022 08:40:28 - INFO - __main__ - global_steps 352700 loss: 0.12910996 04/13/2022 08:40:33 - INFO - __main__ - global_steps 352750 loss: 0.15288859 04/13/2022 08:40:38 - INFO - __main__ - global_steps 352800 loss: 0.10867383 04/13/2022 08:40:42 - INFO - __main__ - global_steps 352850 loss: 0.08941963 04/13/2022 08:40:47 - INFO - __main__ - global_steps 352900 loss: 0.11110188 04/13/2022 08:40:52 - INFO - __main__ - global_steps 352950 loss: 0.10253463 04/13/2022 08:40:57 - INFO - __main__ - global_steps 353000 loss: 0.14107045 04/13/2022 08:41:02 - INFO - __main__ - global_steps 353050 loss: 0.07563724 04/13/2022 08:41:06 - INFO - __main__ - global_steps 353100 loss: 0.11368503 04/13/2022 08:41:11 - INFO - __main__ - global_steps 353150 loss: 0.09989560 04/13/2022 08:41:16 - INFO - __main__ - global_steps 353200 loss: 0.10231615 04/13/2022 08:41:21 - INFO - __main__ - global_steps 353250 loss: 0.12281483 04/13/2022 08:41:26 - INFO - __main__ - global_steps 353300 loss: 0.16685210 04/13/2022 08:41:30 - INFO - __main__ - global_steps 353350 loss: 0.16534087 04/13/2022 08:41:35 - INFO - __main__ - global_steps 353400 loss: 0.09391586 04/13/2022 08:41:40 - INFO - __main__ - global_steps 353450 loss: 0.15623509 04/13/2022 08:41:45 - INFO - __main__ - global_steps 353500 loss: 0.13333768 04/13/2022 08:41:50 - INFO - __main__ - global_steps 353550 loss: 0.13382465 04/13/2022 08:41:55 - INFO - __main__ - global_steps 353600 loss: 0.13892688 04/13/2022 08:41:59 - INFO - __main__ - global_steps 353650 loss: 0.14158465 04/13/2022 08:42:04 - INFO - __main__ - global_steps 353700 loss: 0.12356550 04/13/2022 08:42:09 - INFO - __main__ - global_steps 353750 loss: 0.13481898 04/13/2022 08:42:14 - INFO - __main__ - global_steps 353800 loss: 0.13234040 04/13/2022 08:42:19 - INFO - __main__ - global_steps 353850 loss: 0.15135399 04/13/2022 08:42:23 - INFO - __main__ - global_steps 353900 loss: 0.10914874 04/13/2022 08:42:28 - INFO - __main__ - global_steps 353950 loss: 0.15746876 04/13/2022 08:42:33 - INFO - __main__ - global_steps 354000 loss: 0.17809799 04/13/2022 08:42:38 - INFO - __main__ - global_steps 354050 loss: 0.12527860 04/13/2022 08:42:43 - INFO - __main__ - global_steps 354100 loss: 0.10720611 04/13/2022 08:42:48 - INFO - __main__ - global_steps 354150 loss: 0.15817650 04/13/2022 08:42:52 - INFO - __main__ - global_steps 354200 loss: 0.10073170 04/13/2022 08:42:57 - INFO - __main__ - global_steps 354250 loss: 0.11878215 04/13/2022 08:43:02 - INFO - __main__ - global_steps 354300 loss: 0.15827653 04/13/2022 08:43:07 - INFO - __main__ - global_steps 354350 loss: 0.12823300 04/13/2022 08:43:12 - INFO - __main__ - global_steps 354400 loss: 0.09939175 04/13/2022 08:43:16 - INFO - __main__ - global_steps 354450 loss: 0.16961180 04/13/2022 08:43:21 - INFO - __main__ - global_steps 354500 loss: 0.11214969 04/13/2022 08:43:26 - INFO - __main__ - global_steps 354550 loss: 0.13015557 04/13/2022 08:43:31 - INFO - __main__ - global_steps 354600 loss: 0.12263402 04/13/2022 08:43:36 - INFO - __main__ - global_steps 354650 loss: 0.11508609 04/13/2022 08:43:40 - INFO - __main__ - global_steps 354700 loss: 0.11756198 04/13/2022 08:43:45 - INFO - __main__ - global_steps 354750 loss: 0.11088161 04/13/2022 08:43:50 - INFO - __main__ - global_steps 354800 loss: 0.15041975 04/13/2022 08:43:55 - INFO - __main__ - global_steps 354850 loss: 0.16443385 04/13/2022 08:44:00 - INFO - __main__ - global_steps 354900 loss: 0.15182206 04/13/2022 08:44:04 - INFO - __main__ - global_steps 354950 loss: 0.17721499 04/13/2022 08:44:09 - INFO - __main__ - global_steps 355000 loss: 0.12619298 04/13/2022 08:44:09 - INFO - __main__ - ********** Running evaluating ********** 04/13/2022 08:44:14 - INFO - __main__ - ########## val_ar_acc 0.7092369477911646 ########## 04/13/2022 08:44:19 - INFO - __main__ - ########## val_bg_acc 0.7437751004016064 ########## 04/13/2022 08:44:23 - INFO - __main__ - ########## val_de_acc 0.7485943775100402 ########## 04/13/2022 08:44:28 - INFO - __main__ - ########## val_el_acc 0.7417670682730924 ########## 04/13/2022 08:44:33 - INFO - __main__ - ########## val_en_acc 0.8453815261044176 ########## 04/13/2022 08:44:37 - INFO - __main__ - ########## val_es_acc 0.7871485943775101 ########## 04/13/2022 08:44:42 - INFO - __main__ - ########## val_fr_acc 0.7686746987951807 ########## 04/13/2022 08:44:47 - INFO - __main__ - ########## val_hi_acc 0.6799196787148595 ########## 04/13/2022 08:44:52 - INFO - __main__ - ########## val_ru_acc 0.7232931726907631 ########## 04/13/2022 08:44:57 - INFO - __main__ - ########## val_sw_acc 0.6518072289156627 ########## 04/13/2022 08:45:01 - INFO - __main__ - ########## val_th_acc 0.6767068273092369 ########## 04/13/2022 08:45:06 - INFO - __main__ - ########## val_tr_acc 0.7092369477911646 ########## 04/13/2022 08:45:11 - INFO - __main__ - ########## val_ur_acc 0.6208835341365462 ########## 04/13/2022 08:45:16 - INFO - __main__ - ########## val_vi_acc 0.7224899598393574 ########## 04/13/2022 08:45:20 - INFO - __main__ - ########## val_zh_acc 0.7421686746987952 ########## 04/13/2022 08:45:30 - INFO - __main__ - ########## test_ar_acc 0.7101796407185629 ########## 04/13/2022 08:45:40 - INFO - __main__ - ########## test_bg_acc 0.7534930139720559 ########## 04/13/2022 08:45:49 - INFO - __main__ - ########## test_de_acc 0.7500998003992015 ########## 04/13/2022 08:45:59 - INFO - __main__ - ########## test_el_acc 0.7357285429141717 ########## 04/13/2022 08:46:08 - INFO - __main__ - ########## test_en_acc 0.8387225548902195 ########## 04/13/2022 08:46:17 - INFO - __main__ - ########## test_es_acc 0.7812375249500998 ########## 04/13/2022 08:46:27 - INFO - __main__ - ########## test_fr_acc 0.7704590818363274 ########## 04/13/2022 08:46:37 - INFO - __main__ - ########## test_hi_acc 0.6664670658682634 ########## 04/13/2022 08:46:46 - INFO - __main__ - ########## test_ru_acc 0.7325349301397206 ########## 04/13/2022 08:46:55 - INFO - __main__ - ########## test_sw_acc 0.6678642714570858 ########## 04/13/2022 08:47:04 - INFO - __main__ - ########## test_th_acc 0.6842315369261477 ########## 04/13/2022 08:47:13 - INFO - __main__ - ########## test_tr_acc 0.7011976047904191 ########## 04/13/2022 08:47:23 - INFO - __main__ - ########## test_ur_acc 0.6397205588822356 ########## 04/13/2022 08:47:32 - INFO - __main__ - ########## test_vi_acc 0.7159680638722555 ########## 04/13/2022 08:47:41 - INFO - __main__ - ########## test_zh_acc 0.7277445109780439 ########## 04/13/2022 08:47:41 - INFO - __main__ - val_ar_acc = 0.7092369477911646 04/13/2022 08:47:41 - INFO - __main__ - val_bg_acc = 0.7437751004016064 04/13/2022 08:47:41 - INFO - __main__ - val_de_acc = 0.7485943775100402 04/13/2022 08:47:41 - INFO - __main__ - val_el_acc = 0.7417670682730924 04/13/2022 08:47:41 - INFO - __main__ - val_en_acc = 0.8453815261044176 04/13/2022 08:47:41 - INFO - __main__ - val_es_acc = 0.7871485943775101 04/13/2022 08:47:41 - INFO - __main__ - val_fr_acc = 0.7686746987951807 04/13/2022 08:47:41 - INFO - __main__ - val_hi_acc = 0.6799196787148595 04/13/2022 08:47:41 - INFO - __main__ - val_ru_acc = 0.7232931726907631 04/13/2022 08:47:41 - INFO - __main__ - val_sw_acc = 0.6518072289156627 04/13/2022 08:47:41 - INFO - __main__ - val_th_acc = 0.6767068273092369 04/13/2022 08:47:41 - INFO - __main__ - val_tr_acc = 0.7092369477911646 04/13/2022 08:47:41 - INFO - __main__ - val_ur_acc = 0.6208835341365462 04/13/2022 08:47:41 - INFO - __main__ - val_vi_acc = 0.7224899598393574 04/13/2022 08:47:41 - INFO - __main__ - val_zh_acc = 0.7421686746987952 04/13/2022 08:47:41 - INFO - __main__ - val_avg_acc = 0.7247389558232932 04/13/2022 08:47:41 - INFO - __main__ - test_ar_acc = 0.7101796407185629 04/13/2022 08:47:41 - INFO - __main__ - test_bg_acc = 0.7534930139720559 04/13/2022 08:47:41 - INFO - __main__ - test_de_acc = 0.7500998003992015 04/13/2022 08:47:41 - INFO - __main__ - test_el_acc = 0.7357285429141717 04/13/2022 08:47:41 - INFO - __main__ - test_en_acc = 0.8387225548902195 04/13/2022 08:47:41 - INFO - __main__ - test_es_acc = 0.7812375249500998 04/13/2022 08:47:41 - INFO - __main__ - test_fr_acc = 0.7704590818363274 04/13/2022 08:47:41 - INFO - __main__ - test_hi_acc = 0.6664670658682634 04/13/2022 08:47:41 - INFO - __main__ - test_ru_acc = 0.7325349301397206 04/13/2022 08:47:41 - INFO - __main__ - test_sw_acc = 0.6678642714570858 04/13/2022 08:47:41 - INFO - __main__ - test_th_acc = 0.6842315369261477 04/13/2022 08:47:41 - INFO - __main__ - test_tr_acc = 0.7011976047904191 04/13/2022 08:47:41 - INFO - __main__ - test_ur_acc = 0.6397205588822356 04/13/2022 08:47:41 - INFO - __main__ - test_vi_acc = 0.7159680638722555 04/13/2022 08:47:41 - INFO - __main__ - test_zh_acc = 0.7277445109780439 04/13/2022 08:47:41 - INFO - __main__ - test_avg_acc = 0.725043246839654 04/13/2022 08:47:43 - INFO - utils - remove old ckpt: xnli_right_avg_new/ckpt/step-355000-test_avg_acc-0.725043246839654-val_avg_acc-0.7247389558232932 04/13/2022 08:47:43 - INFO - __main__ - ********** Evaluating Done ********** 04/13/2022 08:47:47 - INFO - __main__ - global_steps 355050 loss: 0.18155350 04/13/2022 08:47:52 - INFO - __main__ - global_steps 355100 loss: 0.09361158 04/13/2022 08:47:57 - INFO - __main__ - global_steps 355150 loss: 0.12358575 04/13/2022 08:48:02 - INFO - __main__ - global_steps 355200 loss: 0.10797306 04/13/2022 08:48:07 - INFO - __main__ - global_steps 355250 loss: 0.16468310 04/13/2022 08:48:11 - INFO - __main__ - global_steps 355300 loss: 0.10617270 04/13/2022 08:48:16 - INFO - __main__ - global_steps 355350 loss: 0.14827031 04/13/2022 08:48:21 - INFO - __main__ - global_steps 355400 loss: 0.11552376 04/13/2022 08:48:26 - INFO - __main__ - global_steps 355450 loss: 0.08881852 04/13/2022 08:48:30 - INFO - __main__ - global_steps 355500 loss: 0.15016204 04/13/2022 08:48:35 - INFO - __main__ - global_steps 355550 loss: 0.11578817 04/13/2022 08:48:40 - INFO - __main__ - global_steps 355600 loss: 0.11478519 04/13/2022 08:48:45 - INFO - __main__ - global_steps 355650 loss: 0.21525211 04/13/2022 08:48:49 - INFO - __main__ - global_steps 355700 loss: 0.18499972 04/13/2022 08:48:54 - INFO - __main__ - global_steps 355750 loss: 0.09372457 04/13/2022 08:48:59 - INFO - __main__ - global_steps 355800 loss: 0.13547015 04/13/2022 08:49:04 - INFO - __main__ - global_steps 355850 loss: 0.12768088 04/13/2022 08:49:08 - INFO - __main__ - global_steps 355900 loss: 0.11313682 04/13/2022 08:49:13 - INFO - __main__ - global_steps 355950 loss: 0.11480346 04/13/2022 08:49:17 - INFO - __main__ - global_steps 356000 loss: 0.17630627 04/13/2022 08:49:22 - INFO - __main__ - global_steps 356050 loss: 0.11045176 04/13/2022 08:49:26 - INFO - __main__ - global_steps 356100 loss: 0.15686367 04/13/2022 08:49:30 - INFO - __main__ - global_steps 356150 loss: 0.11291766 04/13/2022 08:49:35 - INFO - __main__ - global_steps 356200 loss: 0.20995109 04/13/2022 08:49:40 - INFO - __main__ - global_steps 356250 loss: 0.10400032 04/13/2022 08:49:44 - INFO - __main__ - global_steps 356300 loss: 0.11570674 04/13/2022 08:49:49 - INFO - __main__ - global_steps 356350 loss: 0.08879887 04/13/2022 08:49:53 - INFO - __main__ - global_steps 356400 loss: 0.09039804 04/13/2022 08:49:58 - INFO - __main__ - global_steps 356450 loss: 0.11549510 04/13/2022 08:50:03 - INFO - __main__ - global_steps 356500 loss: 0.12830437 04/13/2022 08:50:08 - INFO - __main__ - global_steps 356550 loss: 0.11844648 04/13/2022 08:50:13 - INFO - __main__ - global_steps 356600 loss: 0.10501944 04/13/2022 08:50:17 - INFO - __main__ - global_steps 356650 loss: 0.17240862 04/13/2022 08:50:22 - INFO - __main__ - global_steps 356700 loss: 0.11275720 04/13/2022 08:50:27 - INFO - __main__ - global_steps 356750 loss: 0.14307607 04/13/2022 08:50:32 - INFO - __main__ - global_steps 356800 loss: 0.12820994 04/13/2022 08:50:37 - INFO - __main__ - global_steps 356850 loss: 0.12542741 04/13/2022 08:50:41 - INFO - __main__ - global_steps 356900 loss: 0.10027559 04/13/2022 08:50:46 - INFO - __main__ - global_steps 356950 loss: 0.13463939 04/13/2022 08:50:51 - INFO - __main__ - global_steps 357000 loss: 0.12611116 04/13/2022 08:50:56 - INFO - __main__ - global_steps 357050 loss: 0.12605616 04/13/2022 08:51:01 - INFO - __main__ - global_steps 357100 loss: 0.13027620 04/13/2022 08:51:05 - INFO - __main__ - global_steps 357150 loss: 0.13746764 04/13/2022 08:51:10 - INFO - __main__ - global_steps 357200 loss: 0.11732109 04/13/2022 08:51:15 - INFO - __main__ - global_steps 357250 loss: 0.13554879 04/13/2022 08:51:20 - INFO - __main__ - global_steps 357300 loss: 0.14583573 04/13/2022 08:51:25 - INFO - __main__ - global_steps 357350 loss: 0.10783042 04/13/2022 08:51:29 - INFO - __main__ - global_steps 357400 loss: 0.14764942 04/13/2022 08:51:34 - INFO - __main__ - global_steps 357450 loss: 0.19156141 04/13/2022 08:51:39 - INFO - __main__ - global_steps 357500 loss: 0.12762845 04/13/2022 08:51:39 - INFO - __main__ - ********** Running evaluating ********** 04/13/2022 08:51:44 - INFO - __main__ - ########## val_ar_acc 0.7132530120481928 ########## 04/13/2022 08:51:48 - INFO - __main__ - ########## val_bg_acc 0.748995983935743 ########## 04/13/2022 08:51:53 - INFO - __main__ - ########## val_de_acc 0.7570281124497992 ########## 04/13/2022 08:51:57 - INFO - __main__ - ########## val_el_acc 0.7493975903614458 ########## 04/13/2022 08:52:02 - INFO - __main__ - ########## val_en_acc 0.851004016064257 ########## 04/13/2022 08:52:06 - INFO - __main__ - ########## val_es_acc 0.7947791164658634 ########## 04/13/2022 08:52:10 - INFO - __main__ - ########## val_fr_acc 0.7763052208835342 ########## 04/13/2022 08:52:15 - INFO - __main__ - ########## val_hi_acc 0.6823293172690763 ########## 04/13/2022 08:52:20 - INFO - __main__ - ########## val_ru_acc 0.7305220883534137 ########## 04/13/2022 08:52:25 - INFO - __main__ - ########## val_sw_acc 0.6650602409638554 ########## 04/13/2022 08:52:29 - INFO - __main__ - ########## val_th_acc 0.6879518072289157 ########## 04/13/2022 08:52:34 - INFO - __main__ - ########## val_tr_acc 0.7112449799196787 ########## 04/13/2022 08:52:39 - INFO - __main__ - ########## val_ur_acc 0.6285140562248996 ########## 04/13/2022 08:52:43 - INFO - __main__ - ########## val_vi_acc 0.7301204819277108 ########## 04/13/2022 08:52:48 - INFO - __main__ - ########## val_zh_acc 0.7469879518072289 ########## 04/13/2022 08:52:57 - INFO - __main__ - ########## test_ar_acc 0.716566866267465 ########## 04/13/2022 08:53:07 - INFO - __main__ - ########## test_bg_acc 0.7554890219560878 ########## 04/13/2022 08:53:16 - INFO - __main__ - ########## test_de_acc 0.7648702594810379 ########## 04/13/2022 08:53:25 - INFO - __main__ - ########## test_el_acc 0.745309381237525 ########## 04/13/2022 08:53:34 - INFO - __main__ - ########## test_en_acc 0.8497005988023952 ########## 04/13/2022 08:53:43 - INFO - __main__ - ########## test_es_acc 0.7892215568862275 ########## 04/13/2022 08:53:53 - INFO - __main__ - ########## test_fr_acc 0.7884231536926147 ########## 04/13/2022 08:54:02 - INFO - __main__ - ########## test_hi_acc 0.6666666666666666 ########## 04/13/2022 08:54:11 - INFO - __main__ - ########## test_ru_acc 0.7465069860279441 ########## 04/13/2022 08:54:20 - INFO - __main__ - ########## test_sw_acc 0.675249500998004 ########## 04/13/2022 08:54:29 - INFO - __main__ - ########## test_th_acc 0.694810379241517 ########## 04/13/2022 08:54:38 - INFO - __main__ - ########## test_tr_acc 0.7069860279441118 ########## 04/13/2022 08:54:48 - INFO - __main__ - ########## test_ur_acc 0.6377245508982036 ########## 04/13/2022 08:54:57 - INFO - __main__ - ########## test_vi_acc 0.7303393213572854 ########## 04/13/2022 08:55:07 - INFO - __main__ - ########## test_zh_acc 0.7351297405189621 ########## 04/13/2022 08:55:07 - INFO - __main__ - val_ar_acc = 0.7132530120481928 04/13/2022 08:55:07 - INFO - __main__ - val_bg_acc = 0.748995983935743 04/13/2022 08:55:07 - INFO - __main__ - val_de_acc = 0.7570281124497992 04/13/2022 08:55:07 - INFO - __main__ - val_el_acc = 0.7493975903614458 04/13/2022 08:55:07 - INFO - __main__ - val_en_acc = 0.851004016064257 04/13/2022 08:55:07 - INFO - __main__ - val_es_acc = 0.7947791164658634 04/13/2022 08:55:07 - INFO - __main__ - val_fr_acc = 0.7763052208835342 04/13/2022 08:55:07 - INFO - __main__ - val_hi_acc = 0.6823293172690763 04/13/2022 08:55:07 - INFO - __main__ - val_ru_acc = 0.7305220883534137 04/13/2022 08:55:07 - INFO - __main__ - val_sw_acc = 0.6650602409638554 04/13/2022 08:55:07 - INFO - __main__ - val_th_acc = 0.6879518072289157 04/13/2022 08:55:07 - INFO - __main__ - val_tr_acc = 0.7112449799196787 04/13/2022 08:55:07 - INFO - __main__ - val_ur_acc = 0.6285140562248996 04/13/2022 08:55:07 - INFO - __main__ - val_vi_acc = 0.7301204819277108 04/13/2022 08:55:07 - INFO - __main__ - val_zh_acc = 0.7469879518072289 04/13/2022 08:55:07 - INFO - __main__ - val_avg_acc = 0.731566265060241 04/13/2022 08:55:07 - INFO - __main__ - test_ar_acc = 0.716566866267465 04/13/2022 08:55:07 - INFO - __main__ - test_bg_acc = 0.7554890219560878 04/13/2022 08:55:07 - INFO - __main__ - test_de_acc = 0.7648702594810379 04/13/2022 08:55:07 - INFO - __main__ - test_el_acc = 0.745309381237525 04/13/2022 08:55:07 - INFO - __main__ - test_en_acc = 0.8497005988023952 04/13/2022 08:55:07 - INFO - __main__ - test_es_acc = 0.7892215568862275 04/13/2022 08:55:07 - INFO - __main__ - test_fr_acc = 0.7884231536926147 04/13/2022 08:55:07 - INFO - __main__ - test_hi_acc = 0.6666666666666666 04/13/2022 08:55:07 - INFO - __main__ - test_ru_acc = 0.7465069860279441 04/13/2022 08:55:07 - INFO - __main__ - test_sw_acc = 0.675249500998004 04/13/2022 08:55:07 - INFO - __main__ - test_th_acc = 0.694810379241517 04/13/2022 08:55:07 - INFO - __main__ - test_tr_acc = 0.7069860279441118 04/13/2022 08:55:07 - INFO - __main__ - test_ur_acc = 0.6377245508982036 04/13/2022 08:55:07 - INFO - __main__ - test_vi_acc = 0.7303393213572854 04/13/2022 08:55:07 - INFO - __main__ - test_zh_acc = 0.7351297405189621 04/13/2022 08:55:07 - INFO - __main__ - test_avg_acc = 0.7335329341317365 04/13/2022 08:55:08 - INFO - utils - remove old ckpt: xnli_right_avg_new/ckpt/step-357500-test_avg_acc-0.7335329341317365-val_avg_acc-0.731566265060241 04/13/2022 08:55:08 - INFO - __main__ - ********** Evaluating Done ********** 04/13/2022 08:55:13 - INFO - __main__ - global_steps 357550 loss: 0.10993368 04/13/2022 08:55:18 - INFO - __main__ - global_steps 357600 loss: 0.16532001 04/13/2022 08:55:22 - INFO - __main__ - global_steps 357650 loss: 0.14792965 04/13/2022 08:55:27 - INFO - __main__ - global_steps 357700 loss: 0.13630039 04/13/2022 08:55:32 - INFO - __main__ - global_steps 357750 loss: 0.17531891 04/13/2022 08:55:37 - INFO - __main__ - global_steps 357800 loss: 0.10901790 04/13/2022 08:55:42 - INFO - __main__ - global_steps 357850 loss: 0.13227902 04/13/2022 08:55:47 - INFO - __main__ - global_steps 357900 loss: 0.12396869 04/13/2022 08:55:51 - INFO - __main__ - global_steps 357950 loss: 0.17253412 04/13/2022 08:55:56 - INFO - __main__ - global_steps 358000 loss: 0.11331256 04/13/2022 08:56:01 - INFO - __main__ - global_steps 358050 loss: 0.10955577 04/13/2022 08:56:06 - INFO - __main__ - global_steps 358100 loss: 0.12374482 04/13/2022 08:56:11 - INFO - __main__ - global_steps 358150 loss: 0.13234249 04/13/2022 08:56:16 - INFO - __main__ - global_steps 358200 loss: 0.15358033 04/13/2022 08:56:21 - INFO - __main__ - global_steps 358250 loss: 0.13008784 04/13/2022 08:56:26 - INFO - __main__ - global_steps 358300 loss: 0.08910462 04/13/2022 08:56:31 - INFO - __main__ - global_steps 358350 loss: 0.14357567 04/13/2022 08:56:36 - INFO - __main__ - global_steps 358400 loss: 0.11157159 04/13/2022 08:56:40 - INFO - __main__ - global_steps 358450 loss: 0.11697563 04/13/2022 08:56:45 - INFO - __main__ - global_steps 358500 loss: 0.10074059 04/13/2022 08:56:50 - INFO - __main__ - global_steps 358550 loss: 0.14287293 04/13/2022 08:56:55 - INFO - __main__ - global_steps 358600 loss: 0.13779721 04/13/2022 08:57:00 - INFO - __main__ - global_steps 358650 loss: 0.10124333 04/13/2022 08:57:05 - INFO - __main__ - global_steps 358700 loss: 0.06979870 04/13/2022 08:57:10 - INFO - __main__ - global_steps 358750 loss: 0.08599990 04/13/2022 08:57:15 - INFO - __main__ - global_steps 358800 loss: 0.09620401 04/13/2022 08:57:20 - INFO - __main__ - global_steps 358850 loss: 0.08960007 04/13/2022 08:57:25 - INFO - __main__ - global_steps 358900 loss: 0.15701380 04/13/2022 08:57:29 - INFO - __main__ - global_steps 358950 loss: 0.11195917 04/13/2022 08:57:34 - INFO - __main__ - global_steps 359000 loss: 0.07739036 04/13/2022 08:57:39 - INFO - __main__ - global_steps 359050 loss: 0.08340519 04/13/2022 08:57:44 - INFO - __main__ - global_steps 359100 loss: 0.13912216 04/13/2022 08:57:49 - INFO - __main__ - global_steps 359150 loss: 0.11391293 04/13/2022 08:57:54 - INFO - __main__ - global_steps 359200 loss: 0.09578588 04/13/2022 08:57:58 - INFO - __main__ - global_steps 359250 loss: 0.08563652 04/13/2022 08:58:03 - INFO - __main__ - global_steps 359300 loss: 0.12363817 04/13/2022 08:58:08 - INFO - __main__ - global_steps 359350 loss: 0.10947338 04/13/2022 08:58:13 - INFO - __main__ - global_steps 359400 loss: 0.14151482 04/13/2022 08:58:18 - INFO - __main__ - global_steps 359450 loss: 0.11742977 04/13/2022 08:58:23 - INFO - __main__ - global_steps 359500 loss: 0.08426529 04/13/2022 08:58:27 - INFO - __main__ - global_steps 359550 loss: 0.09758910 04/13/2022 08:58:32 - INFO - __main__ - global_steps 359600 loss: 0.12744430 04/13/2022 08:58:37 - INFO - __main__ - global_steps 359650 loss: 0.16100105 04/13/2022 08:58:41 - INFO - __main__ - global_steps 359700 loss: 0.10098731 04/13/2022 08:58:46 - INFO - __main__ - global_steps 359750 loss: 0.10679279 04/13/2022 08:58:51 - INFO - __main__ - global_steps 359800 loss: 0.11914759 04/13/2022 08:58:56 - INFO - __main__ - global_steps 359850 loss: 0.15331833 04/13/2022 08:59:01 - INFO - __main__ - global_steps 359900 loss: 0.13618347 04/13/2022 08:59:06 - INFO - __main__ - global_steps 359950 loss: 0.10561374 04/13/2022 08:59:11 - INFO - __main__ - global_steps 360000 loss: 0.10264613 04/13/2022 08:59:11 - INFO - __main__ - ********** Running evaluating ********** 04/13/2022 08:59:15 - INFO - __main__ - ########## val_ar_acc 0.697991967871486 ########## 04/13/2022 08:59:20 - INFO - __main__ - ########## val_bg_acc 0.7441767068273092 ########## 04/13/2022 08:59:25 - INFO - __main__ - ########## val_de_acc 0.7449799196787149 ########## 04/13/2022 08:59:30 - INFO - __main__ - ########## val_el_acc 0.7329317269076305 ########## 04/13/2022 08:59:34 - INFO - __main__ - ########## val_en_acc 0.8425702811244979 ########## 04/13/2022 08:59:39 - INFO - __main__ - ########## val_es_acc 0.7738955823293173 ########## 04/13/2022 08:59:44 - INFO - __main__ - ########## val_fr_acc 0.7570281124497992 ########## 04/13/2022 08:59:48 - INFO - __main__ - ########## val_hi_acc 0.6534136546184739 ########## 04/13/2022 08:59:53 - INFO - __main__ - ########## val_ru_acc 0.7136546184738956 ########## 04/13/2022 08:59:58 - INFO - __main__ - ########## val_sw_acc 0.6477911646586345 ########## 04/13/2022 09:00:02 - INFO - __main__ - ########## val_th_acc 0.6702811244979919 ########## 04/13/2022 09:00:07 - INFO - __main__ - ########## val_tr_acc 0.6919678714859437 ########## 04/13/2022 09:00:12 - INFO - __main__ - ########## val_ur_acc 0.6116465863453815 ########## 04/13/2022 09:00:16 - INFO - __main__ - ########## val_vi_acc 0.7072289156626506 ########## 04/13/2022 09:00:21 - INFO - __main__ - ########## val_zh_acc 0.7253012048192771 ########## 04/13/2022 09:00:30 - INFO - __main__ - ########## test_ar_acc 0.6968063872255489 ########## 04/13/2022 09:00:40 - INFO - __main__ - ########## test_bg_acc 0.7487025948103793 ########## 04/13/2022 09:00:49 - INFO - __main__ - ########## test_de_acc 0.7463073852295409 ########## 04/13/2022 09:00:59 - INFO - __main__ - ########## test_el_acc 0.7307385229540918 ########## 04/13/2022 09:01:08 - INFO - __main__ - ########## test_en_acc 0.8355289421157684 ########## 04/13/2022 09:01:18 - INFO - __main__ - ########## test_es_acc 0.7740518962075849 ########## 04/13/2022 09:01:27 - INFO - __main__ - ########## test_fr_acc 0.7692614770459082 ########## 04/13/2022 09:01:37 - INFO - __main__ - ########## test_hi_acc 0.6467065868263473 ########## 04/13/2022 09:01:47 - INFO - __main__ - ########## test_ru_acc 0.7265469061876247 ########## 04/13/2022 09:01:56 - INFO - __main__ - ########## test_sw_acc 0.6608782435129741 ########## 04/13/2022 09:02:05 - INFO - __main__ - ########## test_th_acc 0.6720558882235529 ########## 04/13/2022 09:02:15 - INFO - __main__ - ########## test_tr_acc 0.6954091816367265 ########## 04/13/2022 09:02:25 - INFO - __main__ - ########## test_ur_acc 0.6167664670658682 ########## 04/13/2022 09:02:34 - INFO - __main__ - ########## test_vi_acc 0.7099800399201597 ########## 04/13/2022 09:02:43 - INFO - __main__ - ########## test_zh_acc 0.7101796407185629 ########## 04/13/2022 09:02:43 - INFO - __main__ - val_ar_acc = 0.697991967871486 04/13/2022 09:02:43 - INFO - __main__ - val_bg_acc = 0.7441767068273092 04/13/2022 09:02:43 - INFO - __main__ - val_de_acc = 0.7449799196787149 04/13/2022 09:02:43 - INFO - __main__ - val_el_acc = 0.7329317269076305 04/13/2022 09:02:43 - INFO - __main__ - val_en_acc = 0.8425702811244979 04/13/2022 09:02:43 - INFO - __main__ - val_es_acc = 0.7738955823293173 04/13/2022 09:02:43 - INFO - __main__ - val_fr_acc = 0.7570281124497992 04/13/2022 09:02:43 - INFO - __main__ - val_hi_acc = 0.6534136546184739 04/13/2022 09:02:43 - INFO - __main__ - val_ru_acc = 0.7136546184738956 04/13/2022 09:02:43 - INFO - __main__ - val_sw_acc = 0.6477911646586345 04/13/2022 09:02:43 - INFO - __main__ - val_th_acc = 0.6702811244979919 04/13/2022 09:02:43 - INFO - __main__ - val_tr_acc = 0.6919678714859437 04/13/2022 09:02:43 - INFO - __main__ - val_ur_acc = 0.6116465863453815 04/13/2022 09:02:43 - INFO - __main__ - val_vi_acc = 0.7072289156626506 04/13/2022 09:02:43 - INFO - __main__ - val_zh_acc = 0.7253012048192771 04/13/2022 09:02:43 - INFO - __main__ - val_avg_acc = 0.7143239625167335 04/13/2022 09:02:43 - INFO - __main__ - test_ar_acc = 0.6968063872255489 04/13/2022 09:02:43 - INFO - __main__ - test_bg_acc = 0.7487025948103793 04/13/2022 09:02:43 - INFO - __main__ - test_de_acc = 0.7463073852295409 04/13/2022 09:02:43 - INFO - __main__ - test_el_acc = 0.7307385229540918 04/13/2022 09:02:43 - INFO - __main__ - test_en_acc = 0.8355289421157684 04/13/2022 09:02:43 - INFO - __main__ - test_es_acc = 0.7740518962075849 04/13/2022 09:02:43 - INFO - __main__ - test_fr_acc = 0.7692614770459082 04/13/2022 09:02:43 - INFO - __main__ - test_hi_acc = 0.6467065868263473 04/13/2022 09:02:43 - INFO - __main__ - test_ru_acc = 0.7265469061876247 04/13/2022 09:02:43 - INFO - __main__ - test_sw_acc = 0.6608782435129741 04/13/2022 09:02:43 - INFO - __main__ - test_th_acc = 0.6720558882235529 04/13/2022 09:02:43 - INFO - __main__ - test_tr_acc = 0.6954091816367265 04/13/2022 09:02:43 - INFO - __main__ - test_ur_acc = 0.6167664670658682 04/13/2022 09:02:43 - INFO - __main__ - test_vi_acc = 0.7099800399201597 04/13/2022 09:02:43 - INFO - __main__ - test_zh_acc = 0.7101796407185629 04/13/2022 09:02:43 - INFO - __main__ - test_avg_acc = 0.7159946773120427 04/13/2022 09:02:45 - INFO - utils - remove old ckpt: xnli_right_avg_new/ckpt/step-360000-test_avg_acc-0.7159946773120427-val_avg_acc-0.7143239625167335 04/13/2022 09:02:45 - INFO - __main__ - ********** Evaluating Done ********** 04/13/2022 09:02:50 - INFO - __main__ - global_steps 360050 loss: 0.08906956 04/13/2022 09:02:55 - INFO - __main__ - global_steps 360100 loss: 0.07607862 04/13/2022 09:02:59 - INFO - __main__ - global_steps 360150 loss: 0.09420323 04/13/2022 09:03:04 - INFO - __main__ - global_steps 360200 loss: 0.11829380 04/13/2022 09:03:09 - INFO - __main__ - global_steps 360250 loss: 0.13753813 04/13/2022 09:03:14 - INFO - __main__ - global_steps 360300 loss: 0.11172225 04/13/2022 09:03:19 - INFO - __main__ - global_steps 360350 loss: 0.10468819 04/13/2022 09:03:24 - INFO - __main__ - global_steps 360400 loss: 0.08683980 04/13/2022 09:03:29 - INFO - __main__ - global_steps 360450 loss: 0.09532045 04/13/2022 09:03:33 - INFO - __main__ - global_steps 360500 loss: 0.15768665 04/13/2022 09:03:38 - INFO - __main__ - global_steps 360550 loss: 0.09122172 04/13/2022 09:03:43 - INFO - __main__ - global_steps 360600 loss: 0.06997194 04/13/2022 09:03:48 - INFO - __main__ - global_steps 360650 loss: 0.08975912 04/13/2022 09:03:53 - INFO - __main__ - global_steps 360700 loss: 0.15617044 04/13/2022 09:03:58 - INFO - __main__ - global_steps 360750 loss: 0.09939053 04/13/2022 09:04:03 - INFO - __main__ - global_steps 360800 loss: 0.09938583 04/13/2022 09:04:07 - INFO - __main__ - global_steps 360850 loss: 0.08251507 04/13/2022 09:04:12 - INFO - __main__ - global_steps 360900 loss: 0.12085071 04/13/2022 09:04:17 - INFO - __main__ - global_steps 360950 loss: 0.16002358 04/13/2022 09:04:22 - INFO - __main__ - global_steps 361000 loss: 0.19276725 04/13/2022 09:04:27 - INFO - __main__ - global_steps 361050 loss: 0.14229306 04/13/2022 09:04:32 - INFO - __main__ - global_steps 361100 loss: 0.16581486 04/13/2022 09:04:37 - INFO - __main__ - global_steps 361150 loss: 0.10122865 04/13/2022 09:04:42 - INFO - __main__ - global_steps 361200 loss: 0.12541142 04/13/2022 09:04:47 - INFO - __main__ - global_steps 361250 loss: 0.11979270 04/13/2022 09:04:52 - INFO - __main__ - global_steps 361300 loss: 0.15939829 04/13/2022 09:04:57 - INFO - __main__ - global_steps 361350 loss: 0.11702145 04/13/2022 09:05:02 - INFO - __main__ - global_steps 361400 loss: 0.11154273 04/13/2022 09:05:07 - INFO - __main__ - global_steps 361450 loss: 0.10141739 04/13/2022 09:05:11 - INFO - __main__ - global_steps 361500 loss: 0.14417629 04/13/2022 09:05:16 - INFO - __main__ - global_steps 361550 loss: 0.14245552 04/13/2022 09:05:21 - INFO - __main__ - global_steps 361600 loss: 0.12393734 04/13/2022 09:05:26 - INFO - __main__ - global_steps 361650 loss: 0.15079958 04/13/2022 09:05:31 - INFO - __main__ - global_steps 361700 loss: 0.16336919 04/13/2022 09:05:36 - INFO - __main__ - global_steps 361750 loss: 0.11890409 04/13/2022 09:05:41 - INFO - __main__ - global_steps 361800 loss: 0.12663474 04/13/2022 09:05:46 - INFO - __main__ - global_steps 361850 loss: 0.11213884 04/13/2022 09:05:51 - INFO - __main__ - global_steps 361900 loss: 0.08398483 04/13/2022 09:05:55 - INFO - __main__ - global_steps 361950 loss: 0.17805127 04/13/2022 09:06:00 - INFO - __main__ - global_steps 362000 loss: 0.13763867 04/13/2022 09:06:05 - INFO - __main__ - global_steps 362050 loss: 0.13530930 04/13/2022 09:06:10 - INFO - __main__ - global_steps 362100 loss: 0.10167793 04/13/2022 09:06:15 - INFO - __main__ - global_steps 362150 loss: 0.12248964 04/13/2022 09:06:19 - INFO - __main__ - global_steps 362200 loss: 0.16270820 04/13/2022 09:06:24 - INFO - __main__ - global_steps 362250 loss: 0.16128115 04/13/2022 09:06:28 - INFO - __main__ - global_steps 362300 loss: 0.10579614 04/13/2022 09:06:33 - INFO - __main__ - global_steps 362350 loss: 0.14867772 04/13/2022 09:06:38 - INFO - __main__ - global_steps 362400 loss: 0.13830610 04/13/2022 09:06:43 - INFO - __main__ - global_steps 362450 loss: 0.11669269 04/13/2022 09:06:48 - INFO - __main__ - global_steps 362500 loss: 0.14344299 04/13/2022 09:06:48 - INFO - __main__ - ********** Running evaluating ********** 04/13/2022 09:06:52 - INFO - __main__ - ########## val_ar_acc 0.7120481927710843 ########## 04/13/2022 09:06:57 - INFO - __main__ - ########## val_bg_acc 0.7465863453815261 ########## 04/13/2022 09:07:02 - INFO - __main__ - ########## val_de_acc 0.751004016064257 ########## 04/13/2022 09:07:07 - INFO - __main__ - ########## val_el_acc 0.7477911646586345 ########## 04/13/2022 09:07:11 - INFO - __main__ - ########## val_en_acc 0.8506024096385543 ########## 04/13/2022 09:07:16 - INFO - __main__ - ########## val_es_acc 0.7887550200803213 ########## 04/13/2022 09:07:20 - INFO - __main__ - ########## val_fr_acc 0.7686746987951807 ########## 04/13/2022 09:07:25 - INFO - __main__ - ########## val_hi_acc 0.6734939759036145 ########## 04/13/2022 09:07:30 - INFO - __main__ - ########## val_ru_acc 0.7289156626506024 ########## 04/13/2022 09:07:34 - INFO - __main__ - ########## val_sw_acc 0.6558232931726907 ########## 04/13/2022 09:07:39 - INFO - __main__ - ########## val_th_acc 0.6823293172690763 ########## 04/13/2022 09:07:43 - INFO - __main__ - ########## val_tr_acc 0.7036144578313253 ########## 04/13/2022 09:07:47 - INFO - __main__ - ########## val_ur_acc 0.6172690763052209 ########## 04/13/2022 09:07:52 - INFO - __main__ - ########## val_vi_acc 0.7232931726907631 ########## 04/13/2022 09:07:57 - INFO - __main__ - ########## val_zh_acc 0.7401606425702811 ########## 04/13/2022 09:08:06 - INFO - __main__ - ########## test_ar_acc 0.7147704590818363 ########## 04/13/2022 09:08:16 - INFO - __main__ - ########## test_bg_acc 0.7578842315369262 ########## 04/13/2022 09:08:25 - INFO - __main__ - ########## test_de_acc 0.7596806387225549 ########## 04/13/2022 09:08:34 - INFO - __main__ - ########## test_el_acc 0.7421157684630738 ########## 04/13/2022 09:08:43 - INFO - __main__ - ########## test_en_acc 0.8391217564870259 ########## 04/13/2022 09:08:52 - INFO - __main__ - ########## test_es_acc 0.7890219560878243 ########## 04/13/2022 09:09:01 - INFO - __main__ - ########## test_fr_acc 0.7830339321357286 ########## 04/13/2022 09:09:12 - INFO - __main__ - ########## test_hi_acc 0.6622754491017964 ########## 04/13/2022 09:09:21 - INFO - __main__ - ########## test_ru_acc 0.7409181636726547 ########## 04/13/2022 09:09:30 - INFO - __main__ - ########## test_sw_acc 0.6748502994011976 ########## 04/13/2022 09:09:40 - INFO - __main__ - ########## test_th_acc 0.6850299401197605 ########## 04/13/2022 09:09:49 - INFO - __main__ - ########## test_tr_acc 0.7057884231536926 ########## 04/13/2022 09:09:59 - INFO - __main__ - ########## test_ur_acc 0.6259481037924152 ########## 04/13/2022 09:10:08 - INFO - __main__ - ########## test_vi_acc 0.7235528942115769 ########## 04/13/2022 09:10:18 - INFO - __main__ - ########## test_zh_acc 0.7279441117764471 ########## 04/13/2022 09:10:18 - INFO - __main__ - val_ar_acc = 0.7120481927710843 04/13/2022 09:10:18 - INFO - __main__ - val_bg_acc = 0.7465863453815261 04/13/2022 09:10:18 - INFO - __main__ - val_de_acc = 0.751004016064257 04/13/2022 09:10:18 - INFO - __main__ - val_el_acc = 0.7477911646586345 04/13/2022 09:10:18 - INFO - __main__ - val_en_acc = 0.8506024096385543 04/13/2022 09:10:18 - INFO - __main__ - val_es_acc = 0.7887550200803213 04/13/2022 09:10:18 - INFO - __main__ - val_fr_acc = 0.7686746987951807 04/13/2022 09:10:18 - INFO - __main__ - val_hi_acc = 0.6734939759036145 04/13/2022 09:10:18 - INFO - __main__ - val_ru_acc = 0.7289156626506024 04/13/2022 09:10:18 - INFO - __main__ - val_sw_acc = 0.6558232931726907 04/13/2022 09:10:18 - INFO - __main__ - val_th_acc = 0.6823293172690763 04/13/2022 09:10:18 - INFO - __main__ - val_tr_acc = 0.7036144578313253 04/13/2022 09:10:18 - INFO - __main__ - val_ur_acc = 0.6172690763052209 04/13/2022 09:10:18 - INFO - __main__ - val_vi_acc = 0.7232931726907631 04/13/2022 09:10:18 - INFO - __main__ - val_zh_acc = 0.7401606425702811 04/13/2022 09:10:18 - INFO - __main__ - val_avg_acc = 0.7260240963855421 04/13/2022 09:10:18 - INFO - __main__ - test_ar_acc = 0.7147704590818363 04/13/2022 09:10:18 - INFO - __main__ - test_bg_acc = 0.7578842315369262 04/13/2022 09:10:18 - INFO - __main__ - test_de_acc = 0.7596806387225549 04/13/2022 09:10:18 - INFO - __main__ - test_el_acc = 0.7421157684630738 04/13/2022 09:10:18 - INFO - __main__ - test_en_acc = 0.8391217564870259 04/13/2022 09:10:18 - INFO - __main__ - test_es_acc = 0.7890219560878243 04/13/2022 09:10:18 - INFO - __main__ - test_fr_acc = 0.7830339321357286 04/13/2022 09:10:18 - INFO - __main__ - test_hi_acc = 0.6622754491017964 04/13/2022 09:10:18 - INFO - __main__ - test_ru_acc = 0.7409181636726547 04/13/2022 09:10:18 - INFO - __main__ - test_sw_acc = 0.6748502994011976 04/13/2022 09:10:18 - INFO - __main__ - test_th_acc = 0.6850299401197605 04/13/2022 09:10:18 - INFO - __main__ - test_tr_acc = 0.7057884231536926 04/13/2022 09:10:18 - INFO - __main__ - test_ur_acc = 0.6259481037924152 04/13/2022 09:10:18 - INFO - __main__ - test_vi_acc = 0.7235528942115769 04/13/2022 09:10:18 - INFO - __main__ - test_zh_acc = 0.7279441117764471 04/13/2022 09:10:18 - INFO - __main__ - test_avg_acc = 0.7287957418496341 04/13/2022 09:10:19 - INFO - utils - remove old ckpt: xnli_right_avg_new/ckpt/step-362500-test_avg_acc-0.7287957418496341-val_avg_acc-0.7260240963855421 04/13/2022 09:10:19 - INFO - __main__ - ********** Evaluating Done ********** 04/13/2022 09:10:24 - INFO - __main__ - global_steps 362550 loss: 0.12985713 04/13/2022 09:10:29 - INFO - __main__ - global_steps 362600 loss: 0.07433475 04/13/2022 09:10:34 - INFO - __main__ - global_steps 362650 loss: 0.10056358 04/13/2022 09:10:38 - INFO - __main__ - global_steps 362700 loss: 0.08417216 04/13/2022 09:10:43 - INFO - __main__ - global_steps 362750 loss: 0.13236736 04/13/2022 09:10:48 - INFO - __main__ - global_steps 362800 loss: 0.10344806 04/13/2022 09:10:53 - INFO - __main__ - global_steps 362850 loss: 0.10706341 04/13/2022 09:10:58 - INFO - __main__ - global_steps 362900 loss: 0.11617230 04/13/2022 09:11:02 - INFO - __main__ - global_steps 362950 loss: 0.11154347 04/13/2022 09:11:07 - INFO - __main__ - global_steps 363000 loss: 0.13691905 04/13/2022 09:11:12 - INFO - __main__ - global_steps 363050 loss: 0.13866713 04/13/2022 09:11:17 - INFO - __main__ - global_steps 363100 loss: 0.11966614 04/13/2022 09:11:22 - INFO - __main__ - global_steps 363150 loss: 0.13277068 04/13/2022 09:11:26 - INFO - __main__ - global_steps 363200 loss: 0.09403487 04/13/2022 09:11:30 - INFO - __main__ - global_steps 363250 loss: 0.13036692 04/13/2022 09:11:35 - INFO - __main__ - global_steps 363300 loss: 0.12003342 04/13/2022 09:11:39 - INFO - __main__ - global_steps 363350 loss: 0.17402716 04/13/2022 09:11:44 - INFO - __main__ - global_steps 363400 loss: 0.15345339 04/13/2022 09:11:49 - INFO - __main__ - global_steps 363450 loss: 0.10568311 04/13/2022 09:11:53 - INFO - __main__ - global_steps 363500 loss: 0.11049770 04/13/2022 09:11:58 - INFO - __main__ - global_steps 363550 loss: 0.10704969 04/13/2022 09:12:03 - INFO - __main__ - global_steps 363600 loss: 0.15620415 04/13/2022 09:12:07 - INFO - __main__ - global_steps 363650 loss: 0.10932392 04/13/2022 09:12:12 - INFO - __main__ - global_steps 363700 loss: 0.10331269 04/13/2022 09:12:16 - INFO - __main__ - global_steps 363750 loss: 0.13918946 04/13/2022 09:12:21 - INFO - __main__ - global_steps 363800 loss: 0.12502376 04/13/2022 09:12:25 - INFO - __main__ - global_steps 363850 loss: 0.17142667 04/13/2022 09:12:30 - INFO - __main__ - global_steps 363900 loss: 0.12924332 04/13/2022 09:12:34 - INFO - __main__ - global_steps 363950 loss: 0.13852303 04/13/2022 09:12:39 - INFO - __main__ - global_steps 364000 loss: 0.07140352 04/13/2022 09:12:44 - INFO - __main__ - global_steps 364050 loss: 0.15069007 04/13/2022 09:12:49 - INFO - __main__ - global_steps 364100 loss: 0.09734882 04/13/2022 09:12:54 - INFO - __main__ - global_steps 364150 loss: 0.13495944 04/13/2022 09:12:59 - INFO - __main__ - global_steps 364200 loss: 0.09850798 04/13/2022 09:13:03 - INFO - __main__ - global_steps 364250 loss: 0.14561323 04/13/2022 09:13:08 - INFO - __main__ - global_steps 364300 loss: 0.12851373 04/13/2022 09:13:13 - INFO - __main__ - global_steps 364350 loss: 0.11137856 04/13/2022 09:13:18 - INFO - __main__ - global_steps 364400 loss: 0.13153961 04/13/2022 09:13:23 - INFO - __main__ - global_steps 364450 loss: 0.13301329 04/13/2022 09:13:28 - INFO - __main__ - global_steps 364500 loss: 0.12397528 04/13/2022 09:13:33 - INFO - __main__ - global_steps 364550 loss: 0.13686341 04/13/2022 09:13:37 - INFO - __main__ - global_steps 364600 loss: 0.09047418 04/13/2022 09:13:42 - INFO - __main__ - global_steps 364650 loss: 0.14488482 04/13/2022 09:13:47 - INFO - __main__ - global_steps 364700 loss: 0.15475108 04/13/2022 09:13:52 - INFO - __main__ - global_steps 364750 loss: 0.14131716 04/13/2022 09:13:57 - INFO - __main__ - global_steps 364800 loss: 0.12193871 04/13/2022 09:14:02 - INFO - __main__ - global_steps 364850 loss: 0.12616554 04/13/2022 09:14:07 - INFO - __main__ - global_steps 364900 loss: 0.11985409 04/13/2022 09:14:11 - INFO - __main__ - global_steps 364950 loss: 0.12190403 04/13/2022 09:14:16 - INFO - __main__ - global_steps 365000 loss: 0.13272077 04/13/2022 09:14:16 - INFO - __main__ - ********** Running evaluating ********** 04/13/2022 09:14:21 - INFO - __main__ - ########## val_ar_acc 0.6879518072289157 ########## 04/13/2022 09:14:26 - INFO - __main__ - ########## val_bg_acc 0.729718875502008 ########## 04/13/2022 09:14:30 - INFO - __main__ - ########## val_de_acc 0.7353413654618474 ########## 04/13/2022 09:14:35 - INFO - __main__ - ########## val_el_acc 0.7200803212851405 ########## 04/13/2022 09:14:39 - INFO - __main__ - ########## val_en_acc 0.8401606425702811 ########## 04/13/2022 09:14:44 - INFO - __main__ - ########## val_es_acc 0.7763052208835342 ########## 04/13/2022 09:14:49 - INFO - __main__ - ########## val_fr_acc 0.755421686746988 ########## 04/13/2022 09:14:54 - INFO - __main__ - ########## val_hi_acc 0.6473895582329318 ########## 04/13/2022 09:14:58 - INFO - __main__ - ########## val_ru_acc 0.7096385542168675 ########## 04/13/2022 09:15:03 - INFO - __main__ - ########## val_sw_acc 0.6441767068273092 ########## 04/13/2022 09:15:08 - INFO - __main__ - ########## val_th_acc 0.6670682730923695 ########## 04/13/2022 09:15:12 - INFO - __main__ - ########## val_tr_acc 0.6935742971887551 ########## 04/13/2022 09:15:17 - INFO - __main__ - ########## val_ur_acc 0.5959839357429719 ########## 04/13/2022 09:15:22 - INFO - __main__ - ########## val_vi_acc 0.7036144578313253 ########## 04/13/2022 09:15:26 - INFO - __main__ - ########## val_zh_acc 0.7224899598393574 ########## 04/13/2022 09:15:35 - INFO - __main__ - ########## test_ar_acc 0.6902195608782435 ########## 04/13/2022 09:15:45 - INFO - __main__ - ########## test_bg_acc 0.7373253493013973 ########## 04/13/2022 09:15:54 - INFO - __main__ - ########## test_de_acc 0.7387225548902195 ########## 04/13/2022 09:16:04 - INFO - __main__ - ########## test_el_acc 0.7171656686626746 ########## 04/13/2022 09:16:13 - INFO - __main__ - ########## test_en_acc 0.8303393213572854 ########## 04/13/2022 09:16:23 - INFO - __main__ - ########## test_es_acc 0.7632734530938123 ########## 04/13/2022 09:16:32 - INFO - __main__ - ########## test_fr_acc 0.7616766467065869 ########## 04/13/2022 09:16:42 - INFO - __main__ - ########## test_hi_acc 0.6397205588822356 ########## 04/13/2022 09:16:52 - INFO - __main__ - ########## test_ru_acc 0.7237524950099801 ########## 04/13/2022 09:17:01 - INFO - __main__ - ########## test_sw_acc 0.6532934131736527 ########## 04/13/2022 09:17:10 - INFO - __main__ - ########## test_th_acc 0.6726546906187625 ########## 04/13/2022 09:17:20 - INFO - __main__ - ########## test_tr_acc 0.6844311377245509 ########## 04/13/2022 09:17:29 - INFO - __main__ - ########## test_ur_acc 0.6099800399201597 ########## 04/13/2022 09:17:39 - INFO - __main__ - ########## test_vi_acc 0.7037924151696606 ########## 04/13/2022 09:17:48 - INFO - __main__ - ########## test_zh_acc 0.7069860279441118 ########## 04/13/2022 09:17:48 - INFO - __main__ - val_ar_acc = 0.6879518072289157 04/13/2022 09:17:48 - INFO - __main__ - val_bg_acc = 0.729718875502008 04/13/2022 09:17:48 - INFO - __main__ - val_de_acc = 0.7353413654618474 04/13/2022 09:17:48 - INFO - __main__ - val_el_acc = 0.7200803212851405 04/13/2022 09:17:48 - INFO - __main__ - val_en_acc = 0.8401606425702811 04/13/2022 09:17:48 - INFO - __main__ - val_es_acc = 0.7763052208835342 04/13/2022 09:17:48 - INFO - __main__ - val_fr_acc = 0.755421686746988 04/13/2022 09:17:48 - INFO - __main__ - val_hi_acc = 0.6473895582329318 04/13/2022 09:17:48 - INFO - __main__ - val_ru_acc = 0.7096385542168675 04/13/2022 09:17:48 - INFO - __main__ - val_sw_acc = 0.6441767068273092 04/13/2022 09:17:48 - INFO - __main__ - val_th_acc = 0.6670682730923695 04/13/2022 09:17:48 - INFO - __main__ - val_tr_acc = 0.6935742971887551 04/13/2022 09:17:48 - INFO - __main__ - val_ur_acc = 0.5959839357429719 04/13/2022 09:17:48 - INFO - __main__ - val_vi_acc = 0.7036144578313253 04/13/2022 09:17:48 - INFO - __main__ - val_zh_acc = 0.7224899598393574 04/13/2022 09:17:48 - INFO - __main__ - val_avg_acc = 0.7085943775100402 04/13/2022 09:17:48 - INFO - __main__ - test_ar_acc = 0.6902195608782435 04/13/2022 09:17:48 - INFO - __main__ - test_bg_acc = 0.7373253493013973 04/13/2022 09:17:48 - INFO - __main__ - test_de_acc = 0.7387225548902195 04/13/2022 09:17:48 - INFO - __main__ - test_el_acc = 0.7171656686626746 04/13/2022 09:17:48 - INFO - __main__ - test_en_acc = 0.8303393213572854 04/13/2022 09:17:48 - INFO - __main__ - test_es_acc = 0.7632734530938123 04/13/2022 09:17:48 - INFO - __main__ - test_fr_acc = 0.7616766467065869 04/13/2022 09:17:48 - INFO - __main__ - test_hi_acc = 0.6397205588822356 04/13/2022 09:17:48 - INFO - __main__ - test_ru_acc = 0.7237524950099801 04/13/2022 09:17:48 - INFO - __main__ - test_sw_acc = 0.6532934131736527 04/13/2022 09:17:48 - INFO - __main__ - test_th_acc = 0.6726546906187625 04/13/2022 09:17:48 - INFO - __main__ - test_tr_acc = 0.6844311377245509 04/13/2022 09:17:48 - INFO - __main__ - test_ur_acc = 0.6099800399201597 04/13/2022 09:17:48 - INFO - __main__ - test_vi_acc = 0.7037924151696606 04/13/2022 09:17:48 - INFO - __main__ - test_zh_acc = 0.7069860279441118 04/13/2022 09:17:48 - INFO - __main__ - test_avg_acc = 0.7088888888888889 04/13/2022 09:17:49 - INFO - utils - remove old ckpt: xnli_right_avg_new/ckpt/step-365000-test_avg_acc-0.7088888888888889-val_avg_acc-0.7085943775100402 04/13/2022 09:17:49 - INFO - __main__ - ********** Evaluating Done ********** 04/13/2022 09:17:54 - INFO - __main__ - global_steps 365050 loss: 0.12926839 04/13/2022 09:17:59 - INFO - __main__ - global_steps 365100 loss: 0.17629656 04/13/2022 09:18:04 - INFO - __main__ - global_steps 365150 loss: 0.09955835 04/13/2022 09:18:09 - INFO - __main__ - global_steps 365200 loss: 0.13975370 04/13/2022 09:18:14 - INFO - __main__ - global_steps 365250 loss: 0.20414639 04/13/2022 09:18:18 - INFO - __main__ - global_steps 365300 loss: 0.11131296 04/13/2022 09:18:23 - INFO - __main__ - global_steps 365350 loss: 0.12934848 04/13/2022 09:18:27 - INFO - __main__ - global_steps 365400 loss: 0.12997551 04/13/2022 09:18:32 - INFO - __main__ - global_steps 365450 loss: 0.16077246 04/13/2022 09:18:37 - INFO - __main__ - global_steps 365500 loss: 0.09992270 04/13/2022 09:18:42 - INFO - __main__ - global_steps 365550 loss: 0.09301835 04/13/2022 09:18:47 - INFO - __main__ - global_steps 365600 loss: 0.12958643 04/13/2022 09:18:51 - INFO - __main__ - global_steps 365650 loss: 0.12103951 04/13/2022 09:18:56 - INFO - __main__ - global_steps 365700 loss: 0.09712717 04/13/2022 09:19:01 - INFO - __main__ - global_steps 365750 loss: 0.09376786 04/13/2022 09:19:06 - INFO - __main__ - global_steps 365800 loss: 0.13537841 04/13/2022 09:19:11 - INFO - __main__ - global_steps 365850 loss: 0.15143232 04/13/2022 09:19:16 - INFO - __main__ - global_steps 365900 loss: 0.13025940 04/13/2022 09:19:21 - INFO - __main__ - global_steps 365950 loss: 0.09354295 04/13/2022 09:19:25 - INFO - __main__ - global_steps 366000 loss: 0.16518446 04/13/2022 09:19:30 - INFO - __main__ - global_steps 366050 loss: 0.07942796 04/13/2022 09:19:35 - INFO - __main__ - global_steps 366100 loss: 0.12107199 04/13/2022 09:19:40 - INFO - __main__ - global_steps 366150 loss: 0.12932321 04/13/2022 09:19:45 - INFO - __main__ - global_steps 366200 loss: 0.12730893 04/13/2022 09:19:49 - INFO - __main__ - global_steps 366250 loss: 0.10183040 04/13/2022 09:19:54 - INFO - __main__ - global_steps 366300 loss: 0.10821722 04/13/2022 09:19:59 - INFO - __main__ - global_steps 366350 loss: 0.11237526 04/13/2022 09:20:04 - INFO - __main__ - global_steps 366400 loss: 0.11266572 04/13/2022 09:20:09 - INFO - __main__ - global_steps 366450 loss: 0.14519006 04/13/2022 09:20:14 - INFO - __main__ - global_steps 366500 loss: 0.11563097 04/13/2022 09:20:18 - INFO - __main__ - global_steps 366550 loss: 0.12929155 04/13/2022 09:20:23 - INFO - __main__ - global_steps 366600 loss: 0.13766982 04/13/2022 09:20:28 - INFO - __main__ - global_steps 366650 loss: 0.14202783 04/13/2022 09:20:32 - INFO - __main__ - global_steps 366700 loss: 0.11567958 04/13/2022 09:20:37 - INFO - __main__ - global_steps 366750 loss: 0.12559164 04/13/2022 09:20:42 - INFO - __main__ - global_steps 366800 loss: 0.12294988 04/13/2022 09:20:47 - INFO - __main__ - global_steps 366850 loss: 0.10785113 04/13/2022 09:20:52 - INFO - __main__ - global_steps 366900 loss: 0.12183141 04/13/2022 09:20:57 - INFO - __main__ - global_steps 366950 loss: 0.12030362 04/13/2022 09:21:01 - INFO - __main__ - global_steps 367000 loss: 0.15207721 04/13/2022 09:21:06 - INFO - __main__ - global_steps 367050 loss: 0.09254886 04/13/2022 09:21:11 - INFO - __main__ - global_steps 367100 loss: 0.13893929 04/13/2022 09:21:16 - INFO - __main__ - global_steps 367150 loss: 0.10425147 04/13/2022 09:21:20 - INFO - __main__ - global_steps 367200 loss: 0.14371655 04/13/2022 09:21:25 - INFO - __main__ - global_steps 367250 loss: 0.16470273 04/13/2022 09:21:29 - INFO - __main__ - global_steps 367300 loss: 0.12401544 04/13/2022 09:21:34 - INFO - __main__ - global_steps 367350 loss: 0.15309175 04/13/2022 09:21:39 - INFO - __main__ - global_steps 367400 loss: 0.11370857 04/13/2022 09:21:44 - INFO - __main__ - global_steps 367450 loss: 0.12314594 04/13/2022 09:21:48 - INFO - __main__ - global_steps 367500 loss: 0.11150953 04/13/2022 09:21:48 - INFO - __main__ - ********** Running evaluating ********** 04/13/2022 09:21:53 - INFO - __main__ - ########## val_ar_acc 0.6971887550200804 ########## 04/13/2022 09:21:57 - INFO - __main__ - ########## val_bg_acc 0.7353413654618474 ########## 04/13/2022 09:22:02 - INFO - __main__ - ########## val_de_acc 0.7377510040160643 ########## 04/13/2022 09:22:07 - INFO - __main__ - ########## val_el_acc 0.734136546184739 ########## 04/13/2022 09:22:11 - INFO - __main__ - ########## val_en_acc 0.8473895582329317 ########## 04/13/2022 09:22:16 - INFO - __main__ - ########## val_es_acc 0.7755020080321285 ########## 04/13/2022 09:22:21 - INFO - __main__ - ########## val_fr_acc 0.761847389558233 ########## 04/13/2022 09:22:26 - INFO - __main__ - ########## val_hi_acc 0.6598393574297189 ########## 04/13/2022 09:22:30 - INFO - __main__ - ########## val_ru_acc 0.7124497991967872 ########## 04/13/2022 09:22:35 - INFO - __main__ - ########## val_sw_acc 0.6522088353413654 ########## 04/13/2022 09:22:40 - INFO - __main__ - ########## val_th_acc 0.6718875502008033 ########## 04/13/2022 09:22:44 - INFO - __main__ - ########## val_tr_acc 0.6959839357429719 ########## 04/13/2022 09:22:49 - INFO - __main__ - ########## val_ur_acc 0.614859437751004 ########## 04/13/2022 09:22:53 - INFO - __main__ - ########## val_vi_acc 0.7124497991967872 ########## 04/13/2022 09:22:58 - INFO - __main__ - ########## val_zh_acc 0.7329317269076305 ########## 04/13/2022 09:23:07 - INFO - __main__ - ########## test_ar_acc 0.7033932135728543 ########## 04/13/2022 09:23:17 - INFO - __main__ - ########## test_bg_acc 0.7481037924151697 ########## 04/13/2022 09:23:26 - INFO - __main__ - ########## test_de_acc 0.7500998003992015 ########## 04/13/2022 09:23:36 - INFO - __main__ - ########## test_el_acc 0.7307385229540918 ########## 04/13/2022 09:23:45 - INFO - __main__ - ########## test_en_acc 0.8417165668662675 ########## 04/13/2022 09:23:54 - INFO - __main__ - ########## test_es_acc 0.7782435129740519 ########## 04/13/2022 09:24:04 - INFO - __main__ - ########## test_fr_acc 0.7674650698602794 ########## 04/13/2022 09:24:14 - INFO - __main__ - ########## test_hi_acc 0.6516966067864272 ########## 04/13/2022 09:24:23 - INFO - __main__ - ########## test_ru_acc 0.725748502994012 ########## 04/13/2022 09:24:32 - INFO - __main__ - ########## test_sw_acc 0.6614770459081837 ########## 04/13/2022 09:24:42 - INFO - __main__ - ########## test_th_acc 0.6728542914171657 ########## 04/13/2022 09:24:51 - INFO - __main__ - ########## test_tr_acc 0.6970059880239521 ########## 04/13/2022 09:25:01 - INFO - __main__ - ########## test_ur_acc 0.6243512974051896 ########## 04/13/2022 09:25:10 - INFO - __main__ - ########## test_vi_acc 0.7127744510978044 ########## 04/13/2022 09:25:19 - INFO - __main__ - ########## test_zh_acc 0.7135728542914171 ########## 04/13/2022 09:25:19 - INFO - __main__ - val_ar_acc = 0.6971887550200804 04/13/2022 09:25:19 - INFO - __main__ - val_bg_acc = 0.7353413654618474 04/13/2022 09:25:19 - INFO - __main__ - val_de_acc = 0.7377510040160643 04/13/2022 09:25:19 - INFO - __main__ - val_el_acc = 0.734136546184739 04/13/2022 09:25:19 - INFO - __main__ - val_en_acc = 0.8473895582329317 04/13/2022 09:25:19 - INFO - __main__ - val_es_acc = 0.7755020080321285 04/13/2022 09:25:19 - INFO - __main__ - val_fr_acc = 0.761847389558233 04/13/2022 09:25:19 - INFO - __main__ - val_hi_acc = 0.6598393574297189 04/13/2022 09:25:19 - INFO - __main__ - val_ru_acc = 0.7124497991967872 04/13/2022 09:25:19 - INFO - __main__ - val_sw_acc = 0.6522088353413654 04/13/2022 09:25:19 - INFO - __main__ - val_th_acc = 0.6718875502008033 04/13/2022 09:25:19 - INFO - __main__ - val_tr_acc = 0.6959839357429719 04/13/2022 09:25:19 - INFO - __main__ - val_ur_acc = 0.614859437751004 04/13/2022 09:25:19 - INFO - __main__ - val_vi_acc = 0.7124497991967872 04/13/2022 09:25:19 - INFO - __main__ - val_zh_acc = 0.7329317269076305 04/13/2022 09:25:19 - INFO - __main__ - val_avg_acc = 0.7161178045515394 04/13/2022 09:25:19 - INFO - __main__ - test_ar_acc = 0.7033932135728543 04/13/2022 09:25:19 - INFO - __main__ - test_bg_acc = 0.7481037924151697 04/13/2022 09:25:19 - INFO - __main__ - test_de_acc = 0.7500998003992015 04/13/2022 09:25:19 - INFO - __main__ - test_el_acc = 0.7307385229540918 04/13/2022 09:25:19 - INFO - __main__ - test_en_acc = 0.8417165668662675 04/13/2022 09:25:19 - INFO - __main__ - test_es_acc = 0.7782435129740519 04/13/2022 09:25:19 - INFO - __main__ - test_fr_acc = 0.7674650698602794 04/13/2022 09:25:19 - INFO - __main__ - test_hi_acc = 0.6516966067864272 04/13/2022 09:25:19 - INFO - __main__ - test_ru_acc = 0.725748502994012 04/13/2022 09:25:19 - INFO - __main__ - test_sw_acc = 0.6614770459081837 04/13/2022 09:25:19 - INFO - __main__ - test_th_acc = 0.6728542914171657 04/13/2022 09:25:19 - INFO - __main__ - test_tr_acc = 0.6970059880239521 04/13/2022 09:25:19 - INFO - __main__ - test_ur_acc = 0.6243512974051896 04/13/2022 09:25:19 - INFO - __main__ - test_vi_acc = 0.7127744510978044 04/13/2022 09:25:19 - INFO - __main__ - test_zh_acc = 0.7135728542914171 04/13/2022 09:25:19 - INFO - __main__ - test_avg_acc = 0.718616101131071 04/13/2022 09:25:21 - INFO - utils - remove old ckpt: xnli_right_avg_new/ckpt/step-367500-test_avg_acc-0.718616101131071-val_avg_acc-0.7161178045515394 04/13/2022 09:25:21 - INFO - __main__ - ********** Evaluating Done ********** 04/13/2022 09:25:25 - INFO - __main__ - global_steps 367550 loss: 0.15829615 04/13/2022 09:25:30 - INFO - __main__ - global_steps 367600 loss: 0.11306980 04/13/2022 09:25:34 - INFO - __main__ - global_steps 367650 loss: 0.09071079 04/13/2022 09:25:39 - INFO - __main__ - global_steps 367700 loss: 0.11720973 04/13/2022 09:25:43 - INFO - __main__ - global_steps 367750 loss: 0.13281816 04/13/2022 09:25:48 - INFO - __main__ - global_steps 367800 loss: 0.15544766 04/13/2022 09:25:53 - INFO - __main__ - global_steps 367850 loss: 0.07333446 04/13/2022 09:25:57 - INFO - __main__ - global_steps 367900 loss: 0.11561742 04/13/2022 09:26:02 - INFO - __main__ - global_steps 367950 loss: 0.11114166 04/13/2022 09:26:06 - INFO - __main__ - global_steps 368000 loss: 0.14388393 04/13/2022 09:26:11 - INFO - __main__ - global_steps 368050 loss: 0.14103734 04/13/2022 09:26:16 - INFO - __main__ - global_steps 368100 loss: 0.17400444 04/13/2022 09:26:21 - INFO - __main__ - global_steps 368150 loss: 0.14588419 04/13/2022 09:26:26 - INFO - __main__ - global_steps 368200 loss: 0.09026743 04/13/2022 09:26:31 - INFO - __main__ - global_steps 368250 loss: 0.10248991 04/13/2022 09:26:35 - INFO - __main__ - global_steps 368300 loss: 0.11001839 04/13/2022 09:26:40 - INFO - __main__ - global_steps 368350 loss: 0.11843521 04/13/2022 09:26:45 - INFO - __main__ - global_steps 368400 loss: 0.08323877 04/13/2022 09:26:50 - INFO - __main__ - global_steps 368450 loss: 0.08223513 04/13/2022 09:26:55 - INFO - __main__ - global_steps 368500 loss: 0.09920914 04/13/2022 09:27:00 - INFO - __main__ - global_steps 368550 loss: 0.17602058 04/13/2022 09:27:04 - INFO - __main__ - global_steps 368600 loss: 0.12354160 04/13/2022 09:27:09 - INFO - __main__ - global_steps 368650 loss: 0.11791100 04/13/2022 09:27:14 - INFO - __main__ - global_steps 368700 loss: 0.12538054 04/13/2022 09:27:18 - INFO - __main__ - global_steps 368750 loss: 0.13840973 04/13/2022 09:27:23 - INFO - __main__ - global_steps 368800 loss: 0.14335345 04/13/2022 09:27:28 - INFO - __main__ - global_steps 368850 loss: 0.10622489 04/13/2022 09:27:33 - INFO - __main__ - global_steps 368900 loss: 0.15811607 04/13/2022 09:27:38 - INFO - __main__ - global_steps 368950 loss: 0.10946645 04/13/2022 09:27:43 - INFO - __main__ - global_steps 369000 loss: 0.11951881 04/13/2022 09:27:47 - INFO - __main__ - global_steps 369050 loss: 0.08729490 04/13/2022 09:27:52 - INFO - __main__ - global_steps 369100 loss: 0.12091994 04/13/2022 09:27:57 - INFO - __main__ - global_steps 369150 loss: 0.13705030 04/13/2022 09:28:02 - INFO - __main__ - global_steps 369200 loss: 0.11710959 04/13/2022 09:28:07 - INFO - __main__ - global_steps 369250 loss: 0.14487925 04/13/2022 09:28:12 - INFO - __main__ - global_steps 369300 loss: 0.14245911 04/13/2022 09:28:16 - INFO - __main__ - global_steps 369350 loss: 0.09990031 04/13/2022 09:28:21 - INFO - __main__ - global_steps 369400 loss: 0.17766928 04/13/2022 09:28:26 - INFO - __main__ - global_steps 369450 loss: 0.09130812 04/13/2022 09:28:31 - INFO - __main__ - global_steps 369500 loss: 0.11338057 04/13/2022 09:28:36 - INFO - __main__ - global_steps 369550 loss: 0.15085875 04/13/2022 09:28:40 - INFO - __main__ - global_steps 369600 loss: 0.09476094 04/13/2022 09:28:45 - INFO - __main__ - global_steps 369650 loss: 0.11618001 04/13/2022 09:28:50 - INFO - __main__ - global_steps 369700 loss: 0.12371917 04/13/2022 09:28:55 - INFO - __main__ - global_steps 369750 loss: 0.12733554 04/13/2022 09:29:00 - INFO - __main__ - global_steps 369800 loss: 0.11700944 04/13/2022 09:29:04 - INFO - __main__ - global_steps 369850 loss: 0.15750197 04/13/2022 09:29:09 - INFO - __main__ - global_steps 369900 loss: 0.13747381 04/13/2022 09:29:14 - INFO - __main__ - global_steps 369950 loss: 0.09064649 04/13/2022 09:29:19 - INFO - __main__ - global_steps 370000 loss: 0.13466790 04/13/2022 09:29:19 - INFO - __main__ - ********** Running evaluating ********** 04/13/2022 09:29:23 - INFO - __main__ - ########## val_ar_acc 0.6927710843373494 ########## 04/13/2022 09:29:28 - INFO - __main__ - ########## val_bg_acc 0.7413654618473896 ########## 04/13/2022 09:29:33 - INFO - __main__ - ########## val_de_acc 0.7437751004016064 ########## 04/13/2022 09:29:37 - INFO - __main__ - ########## val_el_acc 0.7365461847389558 ########## 04/13/2022 09:29:42 - INFO - __main__ - ########## val_en_acc 0.8457831325301205 ########## 04/13/2022 09:29:47 - INFO - __main__ - ########## val_es_acc 0.778714859437751 ########## 04/13/2022 09:29:51 - INFO - __main__ - ########## val_fr_acc 0.7666666666666667 ########## 04/13/2022 09:29:56 - INFO - __main__ - ########## val_hi_acc 0.6586345381526104 ########## 04/13/2022 09:30:01 - INFO - __main__ - ########## val_ru_acc 0.7128514056224899 ########## 04/13/2022 09:30:06 - INFO - __main__ - ########## val_sw_acc 0.6518072289156627 ########## 04/13/2022 09:30:10 - INFO - __main__ - ########## val_th_acc 0.6686746987951807 ########## 04/13/2022 09:30:15 - INFO - __main__ - ########## val_tr_acc 0.7040160642570281 ########## 04/13/2022 09:30:19 - INFO - __main__ - ########## val_ur_acc 0.6136546184738956 ########## 04/13/2022 09:30:24 - INFO - __main__ - ########## val_vi_acc 0.7136546184738956 ########## 04/13/2022 09:30:29 - INFO - __main__ - ########## val_zh_acc 0.7305220883534137 ########## 04/13/2022 09:30:38 - INFO - __main__ - ########## test_ar_acc 0.7039920159680638 ########## 04/13/2022 09:30:48 - INFO - __main__ - ########## test_bg_acc 0.7463073852295409 ########## 04/13/2022 09:30:57 - INFO - __main__ - ########## test_de_acc 0.7514970059880239 ########## 04/13/2022 09:31:07 - INFO - __main__ - ########## test_el_acc 0.7301397205588822 ########## 04/13/2022 09:31:16 - INFO - __main__ - ########## test_en_acc 0.8397205588822355 ########## 04/13/2022 09:31:25 - INFO - __main__ - ########## test_es_acc 0.7756487025948103 ########## 04/13/2022 09:31:35 - INFO - __main__ - ########## test_fr_acc 0.7674650698602794 ########## 04/13/2022 09:31:45 - INFO - __main__ - ########## test_hi_acc 0.6570858283433134 ########## 04/13/2022 09:31:55 - INFO - __main__ - ########## test_ru_acc 0.7297405189620758 ########## 04/13/2022 09:32:04 - INFO - __main__ - ########## test_sw_acc 0.6694610778443114 ########## 04/13/2022 09:32:13 - INFO - __main__ - ########## test_th_acc 0.6684630738522954 ########## 04/13/2022 09:32:22 - INFO - __main__ - ########## test_tr_acc 0.6978043912175649 ########## 04/13/2022 09:32:32 - INFO - __main__ - ########## test_ur_acc 0.6323353293413174 ########## 04/13/2022 09:32:41 - INFO - __main__ - ########## test_vi_acc 0.713373253493014 ########## 04/13/2022 09:32:51 - INFO - __main__ - ########## test_zh_acc 0.7161676646706587 ########## 04/13/2022 09:32:51 - INFO - __main__ - val_ar_acc = 0.6927710843373494 04/13/2022 09:32:51 - INFO - __main__ - val_bg_acc = 0.7413654618473896 04/13/2022 09:32:51 - INFO - __main__ - val_de_acc = 0.7437751004016064 04/13/2022 09:32:51 - INFO - __main__ - val_el_acc = 0.7365461847389558 04/13/2022 09:32:51 - INFO - __main__ - val_en_acc = 0.8457831325301205 04/13/2022 09:32:51 - INFO - __main__ - val_es_acc = 0.778714859437751 04/13/2022 09:32:51 - INFO - __main__ - val_fr_acc = 0.7666666666666667 04/13/2022 09:32:51 - INFO - __main__ - val_hi_acc = 0.6586345381526104 04/13/2022 09:32:51 - INFO - __main__ - val_ru_acc = 0.7128514056224899 04/13/2022 09:32:51 - INFO - __main__ - val_sw_acc = 0.6518072289156627 04/13/2022 09:32:51 - INFO - __main__ - val_th_acc = 0.6686746987951807 04/13/2022 09:32:51 - INFO - __main__ - val_tr_acc = 0.7040160642570281 04/13/2022 09:32:51 - INFO - __main__ - val_ur_acc = 0.6136546184738956 04/13/2022 09:32:51 - INFO - __main__ - val_vi_acc = 0.7136546184738956 04/13/2022 09:32:51 - INFO - __main__ - val_zh_acc = 0.7305220883534137 04/13/2022 09:32:51 - INFO - __main__ - val_avg_acc = 0.7172958500669345 04/13/2022 09:32:51 - INFO - __main__ - test_ar_acc = 0.7039920159680638 04/13/2022 09:32:51 - INFO - __main__ - test_bg_acc = 0.7463073852295409 04/13/2022 09:32:51 - INFO - __main__ - test_de_acc = 0.7514970059880239 04/13/2022 09:32:51 - INFO - __main__ - test_el_acc = 0.7301397205588822 04/13/2022 09:32:51 - INFO - __main__ - test_en_acc = 0.8397205588822355 04/13/2022 09:32:51 - INFO - __main__ - test_es_acc = 0.7756487025948103 04/13/2022 09:32:51 - INFO - __main__ - test_fr_acc = 0.7674650698602794 04/13/2022 09:32:51 - INFO - __main__ - test_hi_acc = 0.6570858283433134 04/13/2022 09:32:51 - INFO - __main__ - test_ru_acc = 0.7297405189620758 04/13/2022 09:32:51 - INFO - __main__ - test_sw_acc = 0.6694610778443114 04/13/2022 09:32:51 - INFO - __main__ - test_th_acc = 0.6684630738522954 04/13/2022 09:32:51 - INFO - __main__ - test_tr_acc = 0.6978043912175649 04/13/2022 09:32:51 - INFO - __main__ - test_ur_acc = 0.6323353293413174 04/13/2022 09:32:51 - INFO - __main__ - test_vi_acc = 0.713373253493014 04/13/2022 09:32:51 - INFO - __main__ - test_zh_acc = 0.7161676646706587 04/13/2022 09:32:51 - INFO - __main__ - test_avg_acc = 0.7199467731204259 04/13/2022 09:32:52 - INFO - utils - remove old ckpt: xnli_right_avg_new/ckpt/step-370000-test_avg_acc-0.7199467731204259-val_avg_acc-0.7172958500669345 04/13/2022 09:32:52 - INFO - __main__ - ********** Evaluating Done ********** 04/13/2022 09:32:57 - INFO - __main__ - global_steps 370050 loss: 0.10491974 04/13/2022 09:33:02 - INFO - __main__ - global_steps 370100 loss: 0.11262967 04/13/2022 09:33:06 - INFO - __main__ - global_steps 370150 loss: 0.10449016 04/13/2022 09:33:11 - INFO - __main__ - global_steps 370200 loss: 0.10837880 04/13/2022 09:33:16 - INFO - __main__ - global_steps 370250 loss: 0.12546761 04/13/2022 09:33:20 - INFO - __main__ - global_steps 370300 loss: 0.10862719 04/13/2022 09:33:25 - INFO - __main__ - global_steps 370350 loss: 0.09233118 04/13/2022 09:33:29 - INFO - __main__ - global_steps 370400 loss: 0.16238776 04/13/2022 09:33:34 - INFO - __main__ - global_steps 370450 loss: 0.14509929 04/13/2022 09:33:39 - INFO - __main__ - global_steps 370500 loss: 0.15626371 04/13/2022 09:33:44 - INFO - __main__ - global_steps 370550 loss: 0.14974688 04/13/2022 09:33:49 - INFO - __main__ - global_steps 370600 loss: 0.10031244 04/13/2022 09:33:53 - INFO - __main__ - global_steps 370650 loss: 0.14880774 04/13/2022 09:33:58 - INFO - __main__ - global_steps 370700 loss: 0.13751395 04/13/2022 09:34:03 - INFO - __main__ - global_steps 370750 loss: 0.09150802 04/13/2022 09:34:07 - INFO - __main__ - global_steps 370800 loss: 0.12002375 04/13/2022 09:34:12 - INFO - __main__ - global_steps 370850 loss: 0.09737827 04/13/2022 09:34:16 - INFO - __main__ - global_steps 370900 loss: 0.16684815 04/13/2022 09:34:20 - INFO - __main__ - global_steps 370950 loss: 0.07971105 04/13/2022 09:34:25 - INFO - __main__ - global_steps 371000 loss: 0.09144053 04/13/2022 09:34:30 - INFO - __main__ - global_steps 371050 loss: 0.16093259 04/13/2022 09:34:35 - INFO - __main__ - global_steps 371100 loss: 0.15709923 04/13/2022 09:34:40 - INFO - __main__ - global_steps 371150 loss: 0.12614648 04/13/2022 09:34:44 - INFO - __main__ - global_steps 371200 loss: 0.14950315 04/13/2022 09:34:49 - INFO - __main__ - global_steps 371250 loss: 0.12595571 04/13/2022 09:34:54 - INFO - __main__ - global_steps 371300 loss: 0.08871281 04/13/2022 09:34:59 - INFO - __main__ - global_steps 371350 loss: 0.11449304 04/13/2022 09:35:03 - INFO - __main__ - global_steps 371400 loss: 0.17488171 04/13/2022 09:35:08 - INFO - __main__ - global_steps 371450 loss: 0.14924286 04/13/2022 09:35:13 - INFO - __main__ - global_steps 371500 loss: 0.14035783 04/13/2022 09:35:17 - INFO - __main__ - global_steps 371550 loss: 0.11932483 04/13/2022 09:35:22 - INFO - __main__ - global_steps 371600 loss: 0.11133862 04/13/2022 09:35:27 - INFO - __main__ - global_steps 371650 loss: 0.13873910 04/13/2022 09:35:32 - INFO - __main__ - global_steps 371700 loss: 0.13507098 04/13/2022 09:35:37 - INFO - __main__ - global_steps 371750 loss: 0.10963549 04/13/2022 09:35:42 - INFO - __main__ - global_steps 371800 loss: 0.11319892 04/13/2022 09:35:46 - INFO - __main__ - global_steps 371850 loss: 0.09412147 04/13/2022 09:35:51 - INFO - __main__ - global_steps 371900 loss: 0.11220852 04/13/2022 09:35:56 - INFO - __main__ - global_steps 371950 loss: 0.11988919 04/13/2022 09:36:01 - INFO - __main__ - global_steps 372000 loss: 0.09841454 04/13/2022 09:36:06 - INFO - __main__ - global_steps 372050 loss: 0.11912478 04/13/2022 09:36:11 - INFO - __main__ - global_steps 372100 loss: 0.09508036 04/13/2022 09:36:15 - INFO - __main__ - global_steps 372150 loss: 0.10437716 04/13/2022 09:36:20 - INFO - __main__ - global_steps 372200 loss: 0.13851853 04/13/2022 09:36:25 - INFO - __main__ - global_steps 372250 loss: 0.14486744 04/13/2022 09:36:30 - INFO - __main__ - global_steps 372300 loss: 0.12688269 04/13/2022 09:36:35 - INFO - __main__ - global_steps 372350 loss: 0.11935588 04/13/2022 09:36:39 - INFO - __main__ - global_steps 372400 loss: 0.12588725 04/13/2022 09:36:44 - INFO - __main__ - global_steps 372450 loss: 0.08493499 04/13/2022 09:36:49 - INFO - __main__ - global_steps 372500 loss: 0.13997192 04/13/2022 09:36:49 - INFO - __main__ - ********** Running evaluating ********** 04/13/2022 09:36:54 - INFO - __main__ - ########## val_ar_acc 0.6943775100401607 ########## 04/13/2022 09:36:58 - INFO - __main__ - ########## val_bg_acc 0.7353413654618474 ########## 04/13/2022 09:37:03 - INFO - __main__ - ########## val_de_acc 0.744578313253012 ########## 04/13/2022 09:37:08 - INFO - __main__ - ########## val_el_acc 0.7333333333333333 ########## 04/13/2022 09:37:12 - INFO - __main__ - ########## val_en_acc 0.8433734939759037 ########## 04/13/2022 09:37:17 - INFO - __main__ - ########## val_es_acc 0.7775100401606426 ########## 04/13/2022 09:37:22 - INFO - __main__ - ########## val_fr_acc 0.7670682730923695 ########## 04/13/2022 09:37:27 - INFO - __main__ - ########## val_hi_acc 0.6538152610441768 ########## 04/13/2022 09:37:31 - INFO - __main__ - ########## val_ru_acc 0.7192771084337349 ########## 04/13/2022 09:37:36 - INFO - __main__ - ########## val_sw_acc 0.6481927710843374 ########## 04/13/2022 09:37:40 - INFO - __main__ - ########## val_th_acc 0.6734939759036145 ########## 04/13/2022 09:37:45 - INFO - __main__ - ########## val_tr_acc 0.6995983935742972 ########## 04/13/2022 09:37:50 - INFO - __main__ - ########## val_ur_acc 0.6096385542168675 ########## 04/13/2022 09:37:54 - INFO - __main__ - ########## val_vi_acc 0.7152610441767068 ########## 04/13/2022 09:37:59 - INFO - __main__ - ########## val_zh_acc 0.7289156626506024 ########## 04/13/2022 09:38:08 - INFO - __main__ - ########## test_ar_acc 0.6962075848303393 ########## 04/13/2022 09:38:18 - INFO - __main__ - ########## test_bg_acc 0.7475049900199601 ########## 04/13/2022 09:38:27 - INFO - __main__ - ########## test_de_acc 0.7534930139720559 ########## 04/13/2022 09:38:37 - INFO - __main__ - ########## test_el_acc 0.7305389221556886 ########## 04/13/2022 09:38:46 - INFO - __main__ - ########## test_en_acc 0.8417165668662675 ########## 04/13/2022 09:38:55 - INFO - __main__ - ########## test_es_acc 0.7774451097804391 ########## 04/13/2022 09:39:05 - INFO - __main__ - ########## test_fr_acc 0.7704590818363274 ########## 04/13/2022 09:39:15 - INFO - __main__ - ########## test_hi_acc 0.6550898203592814 ########## 04/13/2022 09:39:24 - INFO - __main__ - ########## test_ru_acc 0.732934131736527 ########## 04/13/2022 09:39:33 - INFO - __main__ - ########## test_sw_acc 0.6636726546906188 ########## 04/13/2022 09:39:42 - INFO - __main__ - ########## test_th_acc 0.6786427145708582 ########## 04/13/2022 09:39:52 - INFO - __main__ - ########## test_tr_acc 0.6936127744510978 ########## 04/13/2022 09:40:02 - INFO - __main__ - ########## test_ur_acc 0.6271457085828344 ########## 04/13/2022 09:40:11 - INFO - __main__ - ########## test_vi_acc 0.7117764471057885 ########## 04/13/2022 09:40:20 - INFO - __main__ - ########## test_zh_acc 0.7201596806387226 ########## 04/13/2022 09:40:20 - INFO - __main__ - val_ar_acc = 0.6943775100401607 04/13/2022 09:40:20 - INFO - __main__ - val_bg_acc = 0.7353413654618474 04/13/2022 09:40:20 - INFO - __main__ - val_de_acc = 0.744578313253012 04/13/2022 09:40:20 - INFO - __main__ - val_el_acc = 0.7333333333333333 04/13/2022 09:40:20 - INFO - __main__ - val_en_acc = 0.8433734939759037 04/13/2022 09:40:20 - INFO - __main__ - val_es_acc = 0.7775100401606426 04/13/2022 09:40:20 - INFO - __main__ - val_fr_acc = 0.7670682730923695 04/13/2022 09:40:20 - INFO - __main__ - val_hi_acc = 0.6538152610441768 04/13/2022 09:40:20 - INFO - __main__ - val_ru_acc = 0.7192771084337349 04/13/2022 09:40:20 - INFO - __main__ - val_sw_acc = 0.6481927710843374 04/13/2022 09:40:20 - INFO - __main__ - val_th_acc = 0.6734939759036145 04/13/2022 09:40:20 - INFO - __main__ - val_tr_acc = 0.6995983935742972 04/13/2022 09:40:20 - INFO - __main__ - val_ur_acc = 0.6096385542168675 04/13/2022 09:40:20 - INFO - __main__ - val_vi_acc = 0.7152610441767068 04/13/2022 09:40:20 - INFO - __main__ - val_zh_acc = 0.7289156626506024 04/13/2022 09:40:20 - INFO - __main__ - val_avg_acc = 0.7162516733601071 04/13/2022 09:40:20 - INFO - __main__ - test_ar_acc = 0.6962075848303393 04/13/2022 09:40:20 - INFO - __main__ - test_bg_acc = 0.7475049900199601 04/13/2022 09:40:20 - INFO - __main__ - test_de_acc = 0.7534930139720559 04/13/2022 09:40:20 - INFO - __main__ - test_el_acc = 0.7305389221556886 04/13/2022 09:40:20 - INFO - __main__ - test_en_acc = 0.8417165668662675 04/13/2022 09:40:20 - INFO - __main__ - test_es_acc = 0.7774451097804391 04/13/2022 09:40:20 - INFO - __main__ - test_fr_acc = 0.7704590818363274 04/13/2022 09:40:20 - INFO - __main__ - test_hi_acc = 0.6550898203592814 04/13/2022 09:40:20 - INFO - __main__ - test_ru_acc = 0.732934131736527 04/13/2022 09:40:20 - INFO - __main__ - test_sw_acc = 0.6636726546906188 04/13/2022 09:40:20 - INFO - __main__ - test_th_acc = 0.6786427145708582 04/13/2022 09:40:20 - INFO - __main__ - test_tr_acc = 0.6936127744510978 04/13/2022 09:40:20 - INFO - __main__ - test_ur_acc = 0.6271457085828344 04/13/2022 09:40:20 - INFO - __main__ - test_vi_acc = 0.7117764471057885 04/13/2022 09:40:20 - INFO - __main__ - test_zh_acc = 0.7201596806387226 04/13/2022 09:40:20 - INFO - __main__ - test_avg_acc = 0.7200266134397872 04/13/2022 09:40:21 - INFO - utils - remove old ckpt: xnli_right_avg_new/ckpt/step-372500-test_avg_acc-0.7200266134397872-val_avg_acc-0.7162516733601071 04/13/2022 09:40:21 - INFO - __main__ - ********** Evaluating Done ********** 04/13/2022 09:40:26 - INFO - __main__ - global_steps 372550 loss: 0.09502213 04/13/2022 09:40:31 - INFO - __main__ - global_steps 372600 loss: 0.09155635 04/13/2022 09:40:36 - INFO - __main__ - global_steps 372650 loss: 0.12741815 04/13/2022 09:40:41 - INFO - __main__ - global_steps 372700 loss: 0.10901430 04/13/2022 09:40:46 - INFO - __main__ - global_steps 372750 loss: 0.13569554 04/13/2022 09:40:50 - INFO - __main__ - global_steps 372800 loss: 0.10623000 04/13/2022 09:40:55 - INFO - __main__ - global_steps 372850 loss: 0.10376142 04/13/2022 09:41:00 - INFO - __main__ - global_steps 372900 loss: 0.09023633 04/13/2022 09:41:05 - INFO - __main__ - global_steps 372950 loss: 0.10101606 04/13/2022 09:41:09 - INFO - __main__ - global_steps 373000 loss: 0.16090073 04/13/2022 09:41:14 - INFO - __main__ - global_steps 373050 loss: 0.13354967 04/13/2022 09:41:19 - INFO - __main__ - global_steps 373100 loss: 0.13361131 04/13/2022 09:41:24 - INFO - __main__ - global_steps 373150 loss: 0.10522499 04/13/2022 09:41:29 - INFO - __main__ - global_steps 373200 loss: 0.13042282 04/13/2022 09:41:34 - INFO - __main__ - global_steps 373250 loss: 0.14148838 04/13/2022 09:41:38 - INFO - __main__ - global_steps 373300 loss: 0.10764553 04/13/2022 09:41:43 - INFO - __main__ - global_steps 373350 loss: 0.09675979 04/13/2022 09:41:48 - INFO - __main__ - global_steps 373400 loss: 0.09718392 04/13/2022 09:41:53 - INFO - __main__ - global_steps 373450 loss: 0.09570250 04/13/2022 09:41:57 - INFO - __main__ - global_steps 373500 loss: 0.12528787 04/13/2022 09:42:02 - INFO - __main__ - global_steps 373550 loss: 0.13192628 04/13/2022 09:42:07 - INFO - __main__ - global_steps 373600 loss: 0.10806474 04/13/2022 09:42:12 - INFO - __main__ - global_steps 373650 loss: 0.07559633 04/13/2022 09:42:17 - INFO - __main__ - global_steps 373700 loss: 0.06943476 04/13/2022 09:42:22 - INFO - __main__ - global_steps 373750 loss: 0.07844665 04/13/2022 09:42:26 - INFO - __main__ - global_steps 373800 loss: 0.09625350 04/13/2022 09:42:31 - INFO - __main__ - global_steps 373850 loss: 0.14424170 04/13/2022 09:42:36 - INFO - __main__ - global_steps 373900 loss: 0.17670347 04/13/2022 09:42:41 - INFO - __main__ - global_steps 373950 loss: 0.12039058 04/13/2022 09:42:46 - INFO - __main__ - global_steps 374000 loss: 0.14213221 04/13/2022 09:42:51 - INFO - __main__ - global_steps 374050 loss: 0.07771407 04/13/2022 09:42:55 - INFO - __main__ - global_steps 374100 loss: 0.09210267 04/13/2022 09:43:00 - INFO - __main__ - global_steps 374150 loss: 0.11050687 04/13/2022 09:43:05 - INFO - __main__ - global_steps 374200 loss: 0.10366259 04/13/2022 09:43:10 - INFO - __main__ - global_steps 374250 loss: 0.13343268 04/13/2022 09:43:15 - INFO - __main__ - global_steps 374300 loss: 0.10142426 04/13/2022 09:43:20 - INFO - __main__ - global_steps 374350 loss: 0.19211383 04/13/2022 09:43:24 - INFO - __main__ - global_steps 374400 loss: 0.14544803 04/13/2022 09:43:29 - INFO - __main__ - global_steps 374450 loss: 0.11529428 04/13/2022 09:43:34 - INFO - __main__ - global_steps 374500 loss: 0.08431288 04/13/2022 09:43:38 - INFO - __main__ - global_steps 374550 loss: 0.15173131 04/13/2022 09:43:43 - INFO - __main__ - global_steps 374600 loss: 0.07675119 04/13/2022 09:43:48 - INFO - __main__ - global_steps 374650 loss: 0.09047628 04/13/2022 09:43:53 - INFO - __main__ - global_steps 374700 loss: 0.10023374 04/13/2022 09:43:57 - INFO - __main__ - global_steps 374750 loss: 0.09214079 04/13/2022 09:44:02 - INFO - __main__ - global_steps 374800 loss: 0.09693648 04/13/2022 09:44:07 - INFO - __main__ - global_steps 374850 loss: 0.13937762 04/13/2022 09:44:12 - INFO - __main__ - global_steps 374900 loss: 0.10275118 04/13/2022 09:44:17 - INFO - __main__ - global_steps 374950 loss: 0.12670399 04/13/2022 09:44:21 - INFO - __main__ - global_steps 375000 loss: 0.12516295 04/13/2022 09:44:21 - INFO - __main__ - ********** Running evaluating ********** 04/13/2022 09:44:26 - INFO - __main__ - ########## val_ar_acc 0.6859437751004016 ########## 04/13/2022 09:44:31 - INFO - __main__ - ########## val_bg_acc 0.7273092369477911 ########## 04/13/2022 09:44:35 - INFO - __main__ - ########## val_de_acc 0.7437751004016064 ########## 04/13/2022 09:44:40 - INFO - __main__ - ########## val_el_acc 0.7273092369477911 ########## 04/13/2022 09:44:45 - INFO - __main__ - ########## val_en_acc 0.8365461847389558 ########## 04/13/2022 09:44:49 - INFO - __main__ - ########## val_es_acc 0.7738955823293173 ########## 04/13/2022 09:44:54 - INFO - __main__ - ########## val_fr_acc 0.7594377510040161 ########## 04/13/2022 09:44:59 - INFO - __main__ - ########## val_hi_acc 0.6481927710843374 ########## 04/13/2022 09:45:04 - INFO - __main__ - ########## val_ru_acc 0.7108433734939759 ########## 04/13/2022 09:45:08 - INFO - __main__ - ########## val_sw_acc 0.6421686746987951 ########## 04/13/2022 09:45:13 - INFO - __main__ - ########## val_th_acc 0.665863453815261 ########## 04/13/2022 09:45:17 - INFO - __main__ - ########## val_tr_acc 0.6855421686746987 ########## 04/13/2022 09:45:22 - INFO - __main__ - ########## val_ur_acc 0.6032128514056225 ########## 04/13/2022 09:45:27 - INFO - __main__ - ########## val_vi_acc 0.7060240963855422 ########## 04/13/2022 09:45:31 - INFO - __main__ - ########## val_zh_acc 0.7244979919678715 ########## 04/13/2022 09:45:40 - INFO - __main__ - ########## test_ar_acc 0.6904191616766467 ########## 04/13/2022 09:45:50 - INFO - __main__ - ########## test_bg_acc 0.7379241516966067 ########## 04/13/2022 09:46:00 - INFO - __main__ - ########## test_de_acc 0.7431137724550898 ########## 04/13/2022 09:46:09 - INFO - __main__ - ########## test_el_acc 0.725748502994012 ########## 04/13/2022 09:46:18 - INFO - __main__ - ########## test_en_acc 0.8345309381237525 ########## 04/13/2022 09:46:28 - INFO - __main__ - ########## test_es_acc 0.7738522954091817 ########## 04/13/2022 09:46:37 - INFO - __main__ - ########## test_fr_acc 0.7624750499001997 ########## 04/13/2022 09:46:47 - INFO - __main__ - ########## test_hi_acc 0.641317365269461 ########## 04/13/2022 09:46:57 - INFO - __main__ - ########## test_ru_acc 0.720558882235529 ########## 04/13/2022 09:47:06 - INFO - __main__ - ########## test_sw_acc 0.6461077844311377 ########## 04/13/2022 09:47:15 - INFO - __main__ - ########## test_th_acc 0.6686626746506986 ########## 04/13/2022 09:47:24 - INFO - __main__ - ########## test_tr_acc 0.6828343313373253 ########## 04/13/2022 09:47:34 - INFO - __main__ - ########## test_ur_acc 0.6139720558882236 ########## 04/13/2022 09:47:44 - INFO - __main__ - ########## test_vi_acc 0.7067864271457086 ########## 04/13/2022 09:47:53 - INFO - __main__ - ########## test_zh_acc 0.7091816367265469 ########## 04/13/2022 09:47:53 - INFO - __main__ - val_ar_acc = 0.6859437751004016 04/13/2022 09:47:53 - INFO - __main__ - val_bg_acc = 0.7273092369477911 04/13/2022 09:47:53 - INFO - __main__ - val_de_acc = 0.7437751004016064 04/13/2022 09:47:53 - INFO - __main__ - val_el_acc = 0.7273092369477911 04/13/2022 09:47:53 - INFO - __main__ - val_en_acc = 0.8365461847389558 04/13/2022 09:47:53 - INFO - __main__ - val_es_acc = 0.7738955823293173 04/13/2022 09:47:53 - INFO - __main__ - val_fr_acc = 0.7594377510040161 04/13/2022 09:47:53 - INFO - __main__ - val_hi_acc = 0.6481927710843374 04/13/2022 09:47:53 - INFO - __main__ - val_ru_acc = 0.7108433734939759 04/13/2022 09:47:53 - INFO - __main__ - val_sw_acc = 0.6421686746987951 04/13/2022 09:47:53 - INFO - __main__ - val_th_acc = 0.665863453815261 04/13/2022 09:47:53 - INFO - __main__ - val_tr_acc = 0.6855421686746987 04/13/2022 09:47:53 - INFO - __main__ - val_ur_acc = 0.6032128514056225 04/13/2022 09:47:53 - INFO - __main__ - val_vi_acc = 0.7060240963855422 04/13/2022 09:47:53 - INFO - __main__ - val_zh_acc = 0.7244979919678715 04/13/2022 09:47:53 - INFO - __main__ - val_avg_acc = 0.7093708165997322 04/13/2022 09:47:53 - INFO - __main__ - test_ar_acc = 0.6904191616766467 04/13/2022 09:47:53 - INFO - __main__ - test_bg_acc = 0.7379241516966067 04/13/2022 09:47:53 - INFO - __main__ - test_de_acc = 0.7431137724550898 04/13/2022 09:47:53 - INFO - __main__ - test_el_acc = 0.725748502994012 04/13/2022 09:47:53 - INFO - __main__ - test_en_acc = 0.8345309381237525 04/13/2022 09:47:53 - INFO - __main__ - test_es_acc = 0.7738522954091817 04/13/2022 09:47:53 - INFO - __main__ - test_fr_acc = 0.7624750499001997 04/13/2022 09:47:53 - INFO - __main__ - test_hi_acc = 0.641317365269461 04/13/2022 09:47:53 - INFO - __main__ - test_ru_acc = 0.720558882235529 04/13/2022 09:47:53 - INFO - __main__ - test_sw_acc = 0.6461077844311377 04/13/2022 09:47:53 - INFO - __main__ - test_th_acc = 0.6686626746506986 04/13/2022 09:47:53 - INFO - __main__ - test_tr_acc = 0.6828343313373253 04/13/2022 09:47:53 - INFO - __main__ - test_ur_acc = 0.6139720558882236 04/13/2022 09:47:53 - INFO - __main__ - test_vi_acc = 0.7067864271457086 04/13/2022 09:47:53 - INFO - __main__ - test_zh_acc = 0.7091816367265469 04/13/2022 09:47:53 - INFO - __main__ - test_avg_acc = 0.7104990019960079 04/13/2022 09:47:54 - INFO - utils - remove old ckpt: xnli_right_avg_new/ckpt/step-375000-test_avg_acc-0.7104990019960079-val_avg_acc-0.7093708165997322 04/13/2022 09:47:54 - INFO - __main__ - ********** Evaluating Done ********** 04/13/2022 09:47:59 - INFO - __main__ - global_steps 375050 loss: 0.08706831 04/13/2022 09:48:04 - INFO - __main__ - global_steps 375100 loss: 0.08967384 04/13/2022 09:48:09 - INFO - __main__ - global_steps 375150 loss: 0.13852573 04/13/2022 09:48:14 - INFO - __main__ - global_steps 375200 loss: 0.08207366 04/13/2022 09:48:18 - INFO - __main__ - global_steps 375250 loss: 0.14354561 04/13/2022 09:48:23 - INFO - __main__ - global_steps 375300 loss: 0.09726251 04/13/2022 09:48:28 - INFO - __main__ - global_steps 375350 loss: 0.09374688 04/13/2022 09:48:33 - INFO - __main__ - global_steps 375400 loss: 0.13528023 04/13/2022 09:48:38 - INFO - __main__ - global_steps 375450 loss: 0.18523317 04/13/2022 09:48:43 - INFO - __main__ - global_steps 375500 loss: 0.13588993 04/13/2022 09:48:47 - INFO - __main__ - global_steps 375550 loss: 0.15344496 04/13/2022 09:48:52 - INFO - __main__ - global_steps 375600 loss: 0.11299959 04/13/2022 09:48:57 - INFO - __main__ - global_steps 375650 loss: 0.09416571 04/13/2022 09:49:02 - INFO - __main__ - global_steps 375700 loss: 0.09745711 04/13/2022 09:49:07 - INFO - __main__ - global_steps 375750 loss: 0.13830725 04/13/2022 09:49:12 - INFO - __main__ - global_steps 375800 loss: 0.10788864 04/13/2022 09:49:17 - INFO - __main__ - global_steps 375850 loss: 0.10686540 04/13/2022 09:49:21 - INFO - __main__ - global_steps 375900 loss: 0.10095693 04/13/2022 09:49:26 - INFO - __main__ - global_steps 375950 loss: 0.13497331 04/13/2022 09:49:31 - INFO - __main__ - global_steps 376000 loss: 0.11583426 04/13/2022 09:49:36 - INFO - __main__ - global_steps 376050 loss: 0.10051764 04/13/2022 09:49:41 - INFO - __main__ - global_steps 376100 loss: 0.09201642 04/13/2022 09:49:46 - INFO - __main__ - global_steps 376150 loss: 0.09958160 04/13/2022 09:49:50 - INFO - __main__ - global_steps 376200 loss: 0.09385968 04/13/2022 09:49:55 - INFO - __main__ - global_steps 376250 loss: 0.13346936 04/13/2022 09:50:00 - INFO - __main__ - global_steps 376300 loss: 0.10156465 04/13/2022 09:50:05 - INFO - __main__ - global_steps 376350 loss: 0.14043543 04/13/2022 09:50:10 - INFO - __main__ - global_steps 376400 loss: 0.11609271 04/13/2022 09:50:15 - INFO - __main__ - global_steps 376450 loss: 0.14202322 04/13/2022 09:50:19 - INFO - __main__ - global_steps 376500 loss: 0.14322805 04/13/2022 09:50:24 - INFO - __main__ - global_steps 376550 loss: 0.14339317 04/13/2022 09:50:29 - INFO - __main__ - global_steps 376600 loss: 0.12956696 04/13/2022 09:50:34 - INFO - __main__ - global_steps 376650 loss: 0.09894270 04/13/2022 09:50:39 - INFO - __main__ - global_steps 376700 loss: 0.10011126 04/13/2022 09:50:44 - INFO - __main__ - global_steps 376750 loss: 0.09664337 04/13/2022 09:50:48 - INFO - __main__ - global_steps 376800 loss: 0.11407542 04/13/2022 09:50:53 - INFO - __main__ - global_steps 376850 loss: 0.13437056 04/13/2022 09:50:58 - INFO - __main__ - global_steps 376900 loss: 0.16407136 04/13/2022 09:51:03 - INFO - __main__ - global_steps 376950 loss: 0.09551471 04/13/2022 09:51:08 - INFO - __main__ - global_steps 377000 loss: 0.10620405 04/13/2022 09:51:13 - INFO - __main__ - global_steps 377050 loss: 0.11013127 04/13/2022 09:51:17 - INFO - __main__ - global_steps 377100 loss: 0.10771720 04/13/2022 09:51:22 - INFO - __main__ - global_steps 377150 loss: 0.10043245 04/13/2022 09:51:27 - INFO - __main__ - global_steps 377200 loss: 0.14791007 04/13/2022 09:51:32 - INFO - __main__ - global_steps 377250 loss: 0.12890994 04/13/2022 09:51:37 - INFO - __main__ - global_steps 377300 loss: 0.10103805 04/13/2022 09:51:42 - INFO - __main__ - global_steps 377350 loss: 0.10970865 04/13/2022 09:51:46 - INFO - __main__ - global_steps 377400 loss: 0.14078199 04/13/2022 09:51:51 - INFO - __main__ - global_steps 377450 loss: 0.08587125 04/13/2022 09:51:56 - INFO - __main__ - global_steps 377500 loss: 0.09101992 04/13/2022 09:51:56 - INFO - __main__ - ********** Running evaluating ********** 04/13/2022 09:52:01 - INFO - __main__ - ########## val_ar_acc 0.7024096385542169 ########## 04/13/2022 09:52:05 - INFO - __main__ - ########## val_bg_acc 0.738152610441767 ########## 04/13/2022 09:52:10 - INFO - __main__ - ########## val_de_acc 0.7453815261044177 ########## 04/13/2022 09:52:15 - INFO - __main__ - ########## val_el_acc 0.7377510040160643 ########## 04/13/2022 09:52:19 - INFO - __main__ - ########## val_en_acc 0.8397590361445784 ########## 04/13/2022 09:52:24 - INFO - __main__ - ########## val_es_acc 0.7694779116465863 ########## 04/13/2022 09:52:29 - INFO - __main__ - ########## val_fr_acc 0.770281124497992 ########## 04/13/2022 09:52:34 - INFO - __main__ - ########## val_hi_acc 0.6630522088353413 ########## 04/13/2022 09:52:38 - INFO - __main__ - ########## val_ru_acc 0.7136546184738956 ########## 04/13/2022 09:52:43 - INFO - __main__ - ########## val_sw_acc 0.6441767068273092 ########## 04/13/2022 09:52:47 - INFO - __main__ - ########## val_th_acc 0.6763052208835342 ########## 04/13/2022 09:52:52 - INFO - __main__ - ########## val_tr_acc 0.6995983935742972 ########## 04/13/2022 09:52:57 - INFO - __main__ - ########## val_ur_acc 0.6168674698795181 ########## 04/13/2022 09:53:01 - INFO - __main__ - ########## val_vi_acc 0.7184738955823293 ########## 04/13/2022 09:53:06 - INFO - __main__ - ########## val_zh_acc 0.7321285140562249 ########## 04/13/2022 09:53:15 - INFO - __main__ - ########## test_ar_acc 0.7045908183632734 ########## 04/13/2022 09:53:25 - INFO - __main__ - ########## test_bg_acc 0.7500998003992015 ########## 04/13/2022 09:53:34 - INFO - __main__ - ########## test_de_acc 0.7512974051896207 ########## 04/13/2022 09:53:44 - INFO - __main__ - ########## test_el_acc 0.7337325349301397 ########## 04/13/2022 09:53:53 - INFO - __main__ - ########## test_en_acc 0.8379241516966068 ########## 04/13/2022 09:54:02 - INFO - __main__ - ########## test_es_acc 0.7778443113772455 ########## 04/13/2022 09:54:12 - INFO - __main__ - ########## test_fr_acc 0.7698602794411178 ########## 04/13/2022 09:54:22 - INFO - __main__ - ########## test_hi_acc 0.6580838323353293 ########## 04/13/2022 09:54:32 - INFO - __main__ - ########## test_ru_acc 0.7307385229540918 ########## 04/13/2022 09:54:41 - INFO - __main__ - ########## test_sw_acc 0.6616766467065869 ########## 04/13/2022 09:54:50 - INFO - __main__ - ########## test_th_acc 0.6758483033932136 ########## 04/13/2022 09:55:00 - INFO - __main__ - ########## test_tr_acc 0.6996007984031936 ########## 04/13/2022 09:55:09 - INFO - __main__ - ########## test_ur_acc 0.628942115768463 ########## 04/13/2022 09:55:19 - INFO - __main__ - ########## test_vi_acc 0.7105788423153693 ########## 04/13/2022 09:55:28 - INFO - __main__ - ########## test_zh_acc 0.7209580838323353 ########## 04/13/2022 09:55:28 - INFO - __main__ - val_ar_acc = 0.7024096385542169 04/13/2022 09:55:28 - INFO - __main__ - val_bg_acc = 0.738152610441767 04/13/2022 09:55:28 - INFO - __main__ - val_de_acc = 0.7453815261044177 04/13/2022 09:55:28 - INFO - __main__ - val_el_acc = 0.7377510040160643 04/13/2022 09:55:28 - INFO - __main__ - val_en_acc = 0.8397590361445784 04/13/2022 09:55:28 - INFO - __main__ - val_es_acc = 0.7694779116465863 04/13/2022 09:55:28 - INFO - __main__ - val_fr_acc = 0.770281124497992 04/13/2022 09:55:28 - INFO - __main__ - val_hi_acc = 0.6630522088353413 04/13/2022 09:55:28 - INFO - __main__ - val_ru_acc = 0.7136546184738956 04/13/2022 09:55:28 - INFO - __main__ - val_sw_acc = 0.6441767068273092 04/13/2022 09:55:28 - INFO - __main__ - val_th_acc = 0.6763052208835342 04/13/2022 09:55:28 - INFO - __main__ - val_tr_acc = 0.6995983935742972 04/13/2022 09:55:28 - INFO - __main__ - val_ur_acc = 0.6168674698795181 04/13/2022 09:55:28 - INFO - __main__ - val_vi_acc = 0.7184738955823293 04/13/2022 09:55:28 - INFO - __main__ - val_zh_acc = 0.7321285140562249 04/13/2022 09:55:28 - INFO - __main__ - val_avg_acc = 0.7178313253012047 04/13/2022 09:55:28 - INFO - __main__ - test_ar_acc = 0.7045908183632734 04/13/2022 09:55:28 - INFO - __main__ - test_bg_acc = 0.7500998003992015 04/13/2022 09:55:28 - INFO - __main__ - test_de_acc = 0.7512974051896207 04/13/2022 09:55:28 - INFO - __main__ - test_el_acc = 0.7337325349301397 04/13/2022 09:55:28 - INFO - __main__ - test_en_acc = 0.8379241516966068 04/13/2022 09:55:28 - INFO - __main__ - test_es_acc = 0.7778443113772455 04/13/2022 09:55:28 - INFO - __main__ - test_fr_acc = 0.7698602794411178 04/13/2022 09:55:28 - INFO - __main__ - test_hi_acc = 0.6580838323353293 04/13/2022 09:55:28 - INFO - __main__ - test_ru_acc = 0.7307385229540918 04/13/2022 09:55:28 - INFO - __main__ - test_sw_acc = 0.6616766467065869 04/13/2022 09:55:28 - INFO - __main__ - test_th_acc = 0.6758483033932136 04/13/2022 09:55:28 - INFO - __main__ - test_tr_acc = 0.6996007984031936 04/13/2022 09:55:28 - INFO - __main__ - test_ur_acc = 0.628942115768463 04/13/2022 09:55:28 - INFO - __main__ - test_vi_acc = 0.7105788423153693 04/13/2022 09:55:28 - INFO - __main__ - test_zh_acc = 0.7209580838323353 04/13/2022 09:55:28 - INFO - __main__ - test_avg_acc = 0.7207850964737192 04/13/2022 09:55:29 - INFO - utils - remove old ckpt: xnli_right_avg_new/ckpt/step-377500-test_avg_acc-0.7207850964737192-val_avg_acc-0.7178313253012047 04/13/2022 09:55:29 - INFO - __main__ - ********** Evaluating Done ********** 04/13/2022 09:55:35 - INFO - __main__ - global_steps 377550 loss: 0.14133549 04/13/2022 09:55:39 - INFO - __main__ - global_steps 377600 loss: 0.13689056 04/13/2022 09:55:44 - INFO - __main__ - global_steps 377650 loss: 0.16993766 04/13/2022 09:55:49 - INFO - __main__ - global_steps 377700 loss: 0.12255120 04/13/2022 09:55:54 - INFO - __main__ - global_steps 377750 loss: 0.09805502 04/13/2022 09:55:59 - INFO - __main__ - global_steps 377800 loss: 0.19085856 04/13/2022 09:56:04 - INFO - __main__ - global_steps 377850 loss: 0.11243559 04/13/2022 09:56:09 - INFO - __main__ - global_steps 377900 loss: 0.13099691 04/13/2022 09:56:14 - INFO - __main__ - global_steps 377950 loss: 0.10298594 04/13/2022 09:56:19 - INFO - __main__ - global_steps 378000 loss: 0.09701443 04/13/2022 09:56:24 - INFO - __main__ - global_steps 378050 loss: 0.10752349 04/13/2022 09:56:29 - INFO - __main__ - global_steps 378100 loss: 0.14335841 04/13/2022 09:56:34 - INFO - __main__ - global_steps 378150 loss: 0.10778395 04/13/2022 09:56:38 - INFO - __main__ - global_steps 378200 loss: 0.09915794 04/13/2022 09:56:43 - INFO - __main__ - global_steps 378250 loss: 0.12280242 04/13/2022 09:56:48 - INFO - __main__ - global_steps 378300 loss: 0.10985368 04/13/2022 09:56:53 - INFO - __main__ - global_steps 378350 loss: 0.09095043 04/13/2022 09:56:58 - INFO - __main__ - global_steps 378400 loss: 0.14071840 04/13/2022 09:57:03 - INFO - __main__ - global_steps 378450 loss: 0.10938192 04/13/2022 09:57:08 - INFO - __main__ - global_steps 378500 loss: 0.13789326 04/13/2022 09:57:12 - INFO - __main__ - global_steps 378550 loss: 0.16408819 04/13/2022 09:57:17 - INFO - __main__ - global_steps 378600 loss: 0.12918049 04/13/2022 09:57:22 - INFO - __main__ - global_steps 378650 loss: 0.09339544 04/13/2022 09:57:27 - INFO - __main__ - global_steps 378700 loss: 0.09839185 04/13/2022 09:57:32 - INFO - __main__ - global_steps 378750 loss: 0.08454742 04/13/2022 09:57:37 - INFO - __main__ - global_steps 378800 loss: 0.12012972 04/13/2022 09:57:41 - INFO - __main__ - global_steps 378850 loss: 0.10215625 04/13/2022 09:57:46 - INFO - __main__ - global_steps 378900 loss: 0.08822394 04/13/2022 09:57:51 - INFO - __main__ - global_steps 378950 loss: 0.07052286 04/13/2022 09:57:56 - INFO - __main__ - global_steps 379000 loss: 0.09949427 04/13/2022 09:58:01 - INFO - __main__ - global_steps 379050 loss: 0.11170755 04/13/2022 09:58:06 - INFO - __main__ - global_steps 379100 loss: 0.11876310 04/13/2022 09:58:11 - INFO - __main__ - global_steps 379150 loss: 0.12657166 04/13/2022 09:58:15 - INFO - __main__ - global_steps 379200 loss: 0.09875639 04/13/2022 09:58:20 - INFO - __main__ - global_steps 379250 loss: 0.12155818 04/13/2022 09:58:25 - INFO - __main__ - global_steps 379300 loss: 0.15046739 04/13/2022 09:58:30 - INFO - __main__ - global_steps 379350 loss: 0.08665954 04/13/2022 09:58:35 - INFO - __main__ - global_steps 379400 loss: 0.12963077 04/13/2022 09:58:40 - INFO - __main__ - global_steps 379450 loss: 0.09668661 04/13/2022 09:58:45 - INFO - __main__ - global_steps 379500 loss: 0.11779758 04/13/2022 09:58:50 - INFO - __main__ - global_steps 379550 loss: 0.12701697 04/13/2022 09:58:55 - INFO - __main__ - global_steps 379600 loss: 0.09310620 04/13/2022 09:59:00 - INFO - __main__ - global_steps 379650 loss: 0.14343123 04/13/2022 09:59:05 - INFO - __main__ - global_steps 379700 loss: 0.11059642 04/13/2022 09:59:09 - INFO - __main__ - global_steps 379750 loss: 0.11959033 04/13/2022 09:59:14 - INFO - __main__ - global_steps 379800 loss: 0.12334903 04/13/2022 09:59:19 - INFO - __main__ - global_steps 379850 loss: 0.12842198 04/13/2022 09:59:24 - INFO - __main__ - global_steps 379900 loss: 0.10371419 04/13/2022 09:59:29 - INFO - __main__ - global_steps 379950 loss: 0.11870759 04/13/2022 09:59:34 - INFO - __main__ - global_steps 380000 loss: 0.09398309 04/13/2022 09:59:34 - INFO - __main__ - ********** Running evaluating ********** 04/13/2022 09:59:39 - INFO - __main__ - ########## val_ar_acc 0.7068273092369478 ########## 04/13/2022 09:59:43 - INFO - __main__ - ########## val_bg_acc 0.7385542168674699 ########## 04/13/2022 09:59:48 - INFO - __main__ - ########## val_de_acc 0.7506024096385542 ########## 04/13/2022 09:59:53 - INFO - __main__ - ########## val_el_acc 0.7413654618473896 ########## 04/13/2022 09:59:57 - INFO - __main__ - ########## val_en_acc 0.8437751004016064 ########## 04/13/2022 10:00:02 - INFO - __main__ - ########## val_es_acc 0.7811244979919679 ########## 04/13/2022 10:00:07 - INFO - __main__ - ########## val_fr_acc 0.765863453815261 ########## 04/13/2022 10:00:12 - INFO - __main__ - ########## val_hi_acc 0.6638554216867469 ########## 04/13/2022 10:00:16 - INFO - __main__ - ########## val_ru_acc 0.7124497991967872 ########## 04/13/2022 10:00:21 - INFO - __main__ - ########## val_sw_acc 0.6485943775100401 ########## 04/13/2022 10:00:26 - INFO - __main__ - ########## val_th_acc 0.6843373493975904 ########## 04/13/2022 10:00:30 - INFO - __main__ - ########## val_tr_acc 0.7052208835341366 ########## 04/13/2022 10:00:35 - INFO - __main__ - ########## val_ur_acc 0.6144578313253012 ########## 04/13/2022 10:00:40 - INFO - __main__ - ########## val_vi_acc 0.7160642570281125 ########## 04/13/2022 10:00:44 - INFO - __main__ - ########## val_zh_acc 0.7377510040160643 ########## 04/13/2022 10:00:53 - INFO - __main__ - ########## test_ar_acc 0.713373253493014 ########## 04/13/2022 10:01:03 - INFO - __main__ - ########## test_bg_acc 0.7516966067864271 ########## 04/13/2022 10:01:13 - INFO - __main__ - ########## test_de_acc 0.755688622754491 ########## 04/13/2022 10:01:22 - INFO - __main__ - ########## test_el_acc 0.7385229540918163 ########## 04/13/2022 10:01:31 - INFO - __main__ - ########## test_en_acc 0.8389221556886227 ########## 04/13/2022 10:01:40 - INFO - __main__ - ########## test_es_acc 0.7790419161676647 ########## 04/13/2022 10:01:50 - INFO - __main__ - ########## test_fr_acc 0.7706586826347306 ########## 04/13/2022 10:02:00 - INFO - __main__ - ########## test_hi_acc 0.6580838323353293 ########## 04/13/2022 10:02:09 - INFO - __main__ - ########## test_ru_acc 0.7349301397205589 ########## 04/13/2022 10:02:19 - INFO - __main__ - ########## test_sw_acc 0.6672654690618762 ########## 04/13/2022 10:02:28 - INFO - __main__ - ########## test_th_acc 0.6820359281437126 ########## 04/13/2022 10:02:37 - INFO - __main__ - ########## test_tr_acc 0.7 ########## 04/13/2022 10:02:47 - INFO - __main__ - ########## test_ur_acc 0.6333333333333333 ########## 04/13/2022 10:02:56 - INFO - __main__ - ########## test_vi_acc 0.7141716566866267 ########## 04/13/2022 10:03:05 - INFO - __main__ - ########## test_zh_acc 0.7249500998003992 ########## 04/13/2022 10:03:05 - INFO - __main__ - val_ar_acc = 0.7068273092369478 04/13/2022 10:03:05 - INFO - __main__ - val_bg_acc = 0.7385542168674699 04/13/2022 10:03:05 - INFO - __main__ - val_de_acc = 0.7506024096385542 04/13/2022 10:03:05 - INFO - __main__ - val_el_acc = 0.7413654618473896 04/13/2022 10:03:05 - INFO - __main__ - val_en_acc = 0.8437751004016064 04/13/2022 10:03:05 - INFO - __main__ - val_es_acc = 0.7811244979919679 04/13/2022 10:03:05 - INFO - __main__ - val_fr_acc = 0.765863453815261 04/13/2022 10:03:05 - INFO - __main__ - val_hi_acc = 0.6638554216867469 04/13/2022 10:03:05 - INFO - __main__ - val_ru_acc = 0.7124497991967872 04/13/2022 10:03:05 - INFO - __main__ - val_sw_acc = 0.6485943775100401 04/13/2022 10:03:05 - INFO - __main__ - val_th_acc = 0.6843373493975904 04/13/2022 10:03:05 - INFO - __main__ - val_tr_acc = 0.7052208835341366 04/13/2022 10:03:05 - INFO - __main__ - val_ur_acc = 0.6144578313253012 04/13/2022 10:03:05 - INFO - __main__ - val_vi_acc = 0.7160642570281125 04/13/2022 10:03:05 - INFO - __main__ - val_zh_acc = 0.7377510040160643 04/13/2022 10:03:05 - INFO - __main__ - val_avg_acc = 0.7207228915662652 04/13/2022 10:03:05 - INFO - __main__ - test_ar_acc = 0.713373253493014 04/13/2022 10:03:05 - INFO - __main__ - test_bg_acc = 0.7516966067864271 04/13/2022 10:03:05 - INFO - __main__ - test_de_acc = 0.755688622754491 04/13/2022 10:03:05 - INFO - __main__ - test_el_acc = 0.7385229540918163 04/13/2022 10:03:05 - INFO - __main__ - test_en_acc = 0.8389221556886227 04/13/2022 10:03:05 - INFO - __main__ - test_es_acc = 0.7790419161676647 04/13/2022 10:03:05 - INFO - __main__ - test_fr_acc = 0.7706586826347306 04/13/2022 10:03:05 - INFO - __main__ - test_hi_acc = 0.6580838323353293 04/13/2022 10:03:05 - INFO - __main__ - test_ru_acc = 0.7349301397205589 04/13/2022 10:03:05 - INFO - __main__ - test_sw_acc = 0.6672654690618762 04/13/2022 10:03:05 - INFO - __main__ - test_th_acc = 0.6820359281437126 04/13/2022 10:03:05 - INFO - __main__ - test_tr_acc = 0.7 04/13/2022 10:03:05 - INFO - __main__ - test_ur_acc = 0.6333333333333333 04/13/2022 10:03:05 - INFO - __main__ - test_vi_acc = 0.7141716566866267 04/13/2022 10:03:05 - INFO - __main__ - test_zh_acc = 0.7249500998003992 04/13/2022 10:03:05 - INFO - __main__ - test_avg_acc = 0.7241783100465734 04/13/2022 10:03:07 - INFO - utils - remove old ckpt: xnli_right_avg_new/ckpt/step-380000-test_avg_acc-0.7241783100465734-val_avg_acc-0.7207228915662652 04/13/2022 10:03:07 - INFO - __main__ - ********** Evaluating Done ********** 04/13/2022 10:03:12 - INFO - __main__ - global_steps 380050 loss: 0.10352015 04/13/2022 10:03:16 - INFO - __main__ - global_steps 380100 loss: 0.13216748 04/13/2022 10:03:21 - INFO - __main__ - global_steps 380150 loss: 0.11358226 04/13/2022 10:03:26 - INFO - __main__ - global_steps 380200 loss: 0.11266897 04/13/2022 10:03:31 - INFO - __main__ - global_steps 380250 loss: 0.11305623 04/13/2022 10:03:36 - INFO - __main__ - global_steps 380300 loss: 0.13658735 04/13/2022 10:03:40 - INFO - __main__ - global_steps 380350 loss: 0.12236863 04/13/2022 10:03:45 - INFO - __main__ - global_steps 380400 loss: 0.13141860 04/13/2022 10:03:50 - INFO - __main__ - global_steps 380450 loss: 0.09308513 04/13/2022 10:03:55 - INFO - __main__ - global_steps 380500 loss: 0.15476269 04/13/2022 10:04:00 - INFO - __main__ - global_steps 380550 loss: 0.11373005 04/13/2022 10:04:04 - INFO - __main__ - global_steps 380600 loss: 0.10444854 04/13/2022 10:04:09 - INFO - __main__ - global_steps 380650 loss: 0.11107458 04/13/2022 10:04:14 - INFO - __main__ - global_steps 380700 loss: 0.15008660 04/13/2022 10:04:19 - INFO - __main__ - global_steps 380750 loss: 0.18963330 04/13/2022 10:04:23 - INFO - __main__ - global_steps 380800 loss: 0.08443484 04/13/2022 10:04:28 - INFO - __main__ - global_steps 380850 loss: 0.08878800 04/13/2022 10:04:33 - INFO - __main__ - global_steps 380900 loss: 0.13489266 04/13/2022 10:04:38 - INFO - __main__ - global_steps 380950 loss: 0.08400597 04/13/2022 10:04:43 - INFO - __main__ - global_steps 381000 loss: 0.12725266 04/13/2022 10:04:47 - INFO - __main__ - global_steps 381050 loss: 0.14083755 04/13/2022 10:04:52 - INFO - __main__ - global_steps 381100 loss: 0.16592704 04/13/2022 10:04:57 - INFO - __main__ - global_steps 381150 loss: 0.12237773 04/13/2022 10:05:02 - INFO - __main__ - global_steps 381200 loss: 0.08117735 04/13/2022 10:05:07 - INFO - __main__ - global_steps 381250 loss: 0.12637460 04/13/2022 10:05:11 - INFO - __main__ - global_steps 381300 loss: 0.11885194 04/13/2022 10:05:16 - INFO - __main__ - global_steps 381350 loss: 0.13006954 04/13/2022 10:05:21 - INFO - __main__ - global_steps 381400 loss: 0.09279046 04/13/2022 10:05:26 - INFO - __main__ - global_steps 381450 loss: 0.12197908 04/13/2022 10:05:31 - INFO - __main__ - global_steps 381500 loss: 0.12892868 04/13/2022 10:05:35 - INFO - __main__ - global_steps 381550 loss: 0.06879784 04/13/2022 10:05:40 - INFO - __main__ - global_steps 381600 loss: 0.10203415 04/13/2022 10:05:45 - INFO - __main__ - global_steps 381650 loss: 0.14958671 04/13/2022 10:05:50 - INFO - __main__ - global_steps 381700 loss: 0.10817568 04/13/2022 10:05:55 - INFO - __main__ - global_steps 381750 loss: 0.11709891 04/13/2022 10:05:59 - INFO - __main__ - global_steps 381800 loss: 0.11070997 04/13/2022 10:06:04 - INFO - __main__ - global_steps 381850 loss: 0.11542305 04/13/2022 10:06:09 - INFO - __main__ - global_steps 381900 loss: 0.14549816 04/13/2022 10:06:14 - INFO - __main__ - global_steps 381950 loss: 0.17034940 04/13/2022 10:06:19 - INFO - __main__ - global_steps 382000 loss: 0.11652449 04/13/2022 10:06:23 - INFO - __main__ - global_steps 382050 loss: 0.08392347 04/13/2022 10:06:28 - INFO - __main__ - global_steps 382100 loss: 0.10008158 04/13/2022 10:06:33 - INFO - __main__ - global_steps 382150 loss: 0.10025516 04/13/2022 10:06:38 - INFO - __main__ - global_steps 382200 loss: 0.07942611 04/13/2022 10:06:43 - INFO - __main__ - global_steps 382250 loss: 0.12024651 04/13/2022 10:06:47 - INFO - __main__ - global_steps 382300 loss: 0.10488645 04/13/2022 10:06:52 - INFO - __main__ - global_steps 382350 loss: 0.09828724 04/13/2022 10:06:57 - INFO - __main__ - global_steps 382400 loss: 0.07121422 04/13/2022 10:07:02 - INFO - __main__ - global_steps 382450 loss: 0.11394881 04/13/2022 10:07:06 - INFO - __main__ - global_steps 382500 loss: 0.09459636 04/13/2022 10:07:06 - INFO - __main__ - ********** Running evaluating ********** 04/13/2022 10:07:11 - INFO - __main__ - ########## val_ar_acc 0.6959839357429719 ########## 04/13/2022 10:07:16 - INFO - __main__ - ########## val_bg_acc 0.7369477911646586 ########## 04/13/2022 10:07:20 - INFO - __main__ - ########## val_de_acc 0.7441767068273092 ########## 04/13/2022 10:07:25 - INFO - __main__ - ########## val_el_acc 0.7349397590361446 ########## 04/13/2022 10:07:29 - INFO - __main__ - ########## val_en_acc 0.8385542168674699 ########## 04/13/2022 10:07:34 - INFO - __main__ - ########## val_es_acc 0.778714859437751 ########## 04/13/2022 10:07:39 - INFO - __main__ - ########## val_fr_acc 0.7666666666666667 ########## 04/13/2022 10:07:44 - INFO - __main__ - ########## val_hi_acc 0.6674698795180722 ########## 04/13/2022 10:07:48 - INFO - __main__ - ########## val_ru_acc 0.7112449799196787 ########## 04/13/2022 10:07:53 - INFO - __main__ - ########## val_sw_acc 0.6469879518072289 ########## 04/13/2022 10:07:57 - INFO - __main__ - ########## val_th_acc 0.685140562248996 ########## 04/13/2022 10:08:02 - INFO - __main__ - ########## val_tr_acc 0.7036144578313253 ########## 04/13/2022 10:08:07 - INFO - __main__ - ########## val_ur_acc 0.6120481927710844 ########## 04/13/2022 10:08:11 - INFO - __main__ - ########## val_vi_acc 0.7164658634538152 ########## 04/13/2022 10:08:16 - INFO - __main__ - ########## val_zh_acc 0.7289156626506024 ########## 04/13/2022 10:08:25 - INFO - __main__ - ########## test_ar_acc 0.7043912175648702 ########## 04/13/2022 10:08:35 - INFO - __main__ - ########## test_bg_acc 0.7469061876247505 ########## 04/13/2022 10:08:44 - INFO - __main__ - ########## test_de_acc 0.7504990019960079 ########## 04/13/2022 10:08:54 - INFO - __main__ - ########## test_el_acc 0.7303393213572854 ########## 04/13/2022 10:09:03 - INFO - __main__ - ########## test_en_acc 0.8367265469061876 ########## 04/13/2022 10:09:12 - INFO - __main__ - ########## test_es_acc 0.7768463073852295 ########## 04/13/2022 10:09:21 - INFO - __main__ - ########## test_fr_acc 0.7668662674650698 ########## 04/13/2022 10:09:31 - INFO - __main__ - ########## test_hi_acc 0.6493013972055888 ########## 04/13/2022 10:09:41 - INFO - __main__ - ########## test_ru_acc 0.7269461077844311 ########## 04/13/2022 10:09:50 - INFO - __main__ - ########## test_sw_acc 0.66187624750499 ########## 04/13/2022 10:09:59 - INFO - __main__ - ########## test_th_acc 0.679441117764471 ########## 04/13/2022 10:10:08 - INFO - __main__ - ########## test_tr_acc 0.6916167664670658 ########## 04/13/2022 10:10:18 - INFO - __main__ - ########## test_ur_acc 0.6235528942115769 ########## 04/13/2022 10:10:27 - INFO - __main__ - ########## test_vi_acc 0.7091816367265469 ########## 04/13/2022 10:10:36 - INFO - __main__ - ########## test_zh_acc 0.7151696606786427 ########## 04/13/2022 10:10:36 - INFO - __main__ - val_ar_acc = 0.6959839357429719 04/13/2022 10:10:36 - INFO - __main__ - val_bg_acc = 0.7369477911646586 04/13/2022 10:10:36 - INFO - __main__ - val_de_acc = 0.7441767068273092 04/13/2022 10:10:36 - INFO - __main__ - val_el_acc = 0.7349397590361446 04/13/2022 10:10:36 - INFO - __main__ - val_en_acc = 0.8385542168674699 04/13/2022 10:10:36 - INFO - __main__ - val_es_acc = 0.778714859437751 04/13/2022 10:10:36 - INFO - __main__ - val_fr_acc = 0.7666666666666667 04/13/2022 10:10:36 - INFO - __main__ - val_hi_acc = 0.6674698795180722 04/13/2022 10:10:36 - INFO - __main__ - val_ru_acc = 0.7112449799196787 04/13/2022 10:10:36 - INFO - __main__ - val_sw_acc = 0.6469879518072289 04/13/2022 10:10:36 - INFO - __main__ - val_th_acc = 0.685140562248996 04/13/2022 10:10:36 - INFO - __main__ - val_tr_acc = 0.7036144578313253 04/13/2022 10:10:36 - INFO - __main__ - val_ur_acc = 0.6120481927710844 04/13/2022 10:10:36 - INFO - __main__ - val_vi_acc = 0.7164658634538152 04/13/2022 10:10:36 - INFO - __main__ - val_zh_acc = 0.7289156626506024 04/13/2022 10:10:36 - INFO - __main__ - val_avg_acc = 0.7178580990629181 04/13/2022 10:10:36 - INFO - __main__ - test_ar_acc = 0.7043912175648702 04/13/2022 10:10:36 - INFO - __main__ - test_bg_acc = 0.7469061876247505 04/13/2022 10:10:36 - INFO - __main__ - test_de_acc = 0.7504990019960079 04/13/2022 10:10:36 - INFO - __main__ - test_el_acc = 0.7303393213572854 04/13/2022 10:10:36 - INFO - __main__ - test_en_acc = 0.8367265469061876 04/13/2022 10:10:36 - INFO - __main__ - test_es_acc = 0.7768463073852295 04/13/2022 10:10:36 - INFO - __main__ - test_fr_acc = 0.7668662674650698 04/13/2022 10:10:36 - INFO - __main__ - test_hi_acc = 0.6493013972055888 04/13/2022 10:10:36 - INFO - __main__ - test_ru_acc = 0.7269461077844311 04/13/2022 10:10:36 - INFO - __main__ - test_sw_acc = 0.66187624750499 04/13/2022 10:10:36 - INFO - __main__ - test_th_acc = 0.679441117764471 04/13/2022 10:10:36 - INFO - __main__ - test_tr_acc = 0.6916167664670658 04/13/2022 10:10:36 - INFO - __main__ - test_ur_acc = 0.6235528942115769 04/13/2022 10:10:36 - INFO - __main__ - test_vi_acc = 0.7091816367265469 04/13/2022 10:10:36 - INFO - __main__ - test_zh_acc = 0.7151696606786427 04/13/2022 10:10:36 - INFO - __main__ - test_avg_acc = 0.7179773785761808 04/13/2022 10:10:38 - INFO - utils - remove old ckpt: xnli_right_avg_new/ckpt/step-382500-test_avg_acc-0.7179773785761808-val_avg_acc-0.7178580990629181 04/13/2022 10:10:38 - INFO - __main__ - ********** Evaluating Done ********** 04/13/2022 10:10:43 - INFO - __main__ - global_steps 382550 loss: 0.09913273 04/13/2022 10:10:47 - INFO - __main__ - global_steps 382600 loss: 0.11685239 04/13/2022 10:10:52 - INFO - __main__ - global_steps 382650 loss: 0.13232751 04/13/2022 10:10:57 - INFO - __main__ - global_steps 382700 loss: 0.08587239 04/13/2022 10:11:02 - INFO - __main__ - global_steps 382750 loss: 0.12542270 04/13/2022 10:11:07 - INFO - __main__ - global_steps 382800 loss: 0.15325078 04/13/2022 10:11:12 - INFO - __main__ - global_steps 382850 loss: 0.10678412 04/13/2022 10:11:16 - INFO - __main__ - global_steps 382900 loss: 0.11035810 04/13/2022 10:11:20 - INFO - __main__ - global_steps 382950 loss: 0.16059689 04/13/2022 10:11:25 - INFO - __main__ - global_steps 383000 loss: 0.12025628 04/13/2022 10:11:30 - INFO - __main__ - global_steps 383050 loss: 0.13198134 04/13/2022 10:11:35 - INFO - __main__ - global_steps 383100 loss: 0.14723657 04/13/2022 10:11:39 - INFO - __main__ - global_steps 383150 loss: 0.07154655 04/13/2022 10:11:44 - INFO - __main__ - global_steps 383200 loss: 0.09147484 04/13/2022 10:11:49 - INFO - __main__ - global_steps 383250 loss: 0.11882722 04/13/2022 10:11:54 - INFO - __main__ - global_steps 383300 loss: 0.15106005 04/13/2022 10:11:59 - INFO - __main__ - global_steps 383350 loss: 0.11223612 04/13/2022 10:12:03 - INFO - __main__ - global_steps 383400 loss: 0.13011941 04/13/2022 10:12:08 - INFO - __main__ - global_steps 383450 loss: 0.09307662 04/13/2022 10:12:13 - INFO - __main__ - global_steps 383500 loss: 0.10985834 04/13/2022 10:12:18 - INFO - __main__ - global_steps 383550 loss: 0.09167681 04/13/2022 10:12:23 - INFO - __main__ - global_steps 383600 loss: 0.11434583 04/13/2022 10:12:27 - INFO - __main__ - global_steps 383650 loss: 0.11739147 04/13/2022 10:12:32 - INFO - __main__ - global_steps 383700 loss: 0.06807925 04/13/2022 10:12:37 - INFO - __main__ - global_steps 383750 loss: 0.09411980 04/13/2022 10:12:42 - INFO - __main__ - global_steps 383800 loss: 0.08403846 04/13/2022 10:12:47 - INFO - __main__ - global_steps 383850 loss: 0.10440275 04/13/2022 10:12:51 - INFO - __main__ - global_steps 383900 loss: 0.09114159 04/13/2022 10:12:56 - INFO - __main__ - global_steps 383950 loss: 0.08804002 04/13/2022 10:13:01 - INFO - __main__ - global_steps 384000 loss: 0.09001074 04/13/2022 10:13:06 - INFO - __main__ - global_steps 384050 loss: 0.10132644 04/13/2022 10:13:11 - INFO - __main__ - global_steps 384100 loss: 0.10261155 04/13/2022 10:13:15 - INFO - __main__ - global_steps 384150 loss: 0.14708207 04/13/2022 10:13:19 - INFO - __main__ - global_steps 384200 loss: 0.10515337 04/13/2022 10:13:24 - INFO - __main__ - global_steps 384250 loss: 0.09738438 04/13/2022 10:13:28 - INFO - __main__ - global_steps 384300 loss: 0.07797990 04/13/2022 10:13:33 - INFO - __main__ - global_steps 384350 loss: 0.08385265 04/13/2022 10:13:38 - INFO - __main__ - global_steps 384400 loss: 0.15135772 04/13/2022 10:13:43 - INFO - __main__ - global_steps 384450 loss: 0.08570971 04/13/2022 10:13:48 - INFO - __main__ - global_steps 384500 loss: 0.15437136 04/13/2022 10:13:53 - INFO - __main__ - global_steps 384550 loss: 0.13973233 04/13/2022 10:13:57 - INFO - __main__ - global_steps 384600 loss: 0.14994203 04/13/2022 10:14:02 - INFO - __main__ - global_steps 384650 loss: 0.12723798 04/13/2022 10:14:07 - INFO - __main__ - global_steps 384700 loss: 0.15781883 04/13/2022 10:14:12 - INFO - __main__ - global_steps 384750 loss: 0.14137456 04/13/2022 10:14:17 - INFO - __main__ - global_steps 384800 loss: 0.12822151 04/13/2022 10:14:22 - INFO - __main__ - global_steps 384850 loss: 0.17345902 04/13/2022 10:14:27 - INFO - __main__ - global_steps 384900 loss: 0.11622939 04/13/2022 10:14:31 - INFO - __main__ - global_steps 384950 loss: 0.16903975 04/13/2022 10:14:36 - INFO - __main__ - global_steps 385000 loss: 0.10848890 04/13/2022 10:14:36 - INFO - __main__ - ********** Running evaluating ********** 04/13/2022 10:14:41 - INFO - __main__ - ########## val_ar_acc 0.6975903614457831 ########## 04/13/2022 10:14:45 - INFO - __main__ - ########## val_bg_acc 0.7345381526104418 ########## 04/13/2022 10:14:50 - INFO - __main__ - ########## val_de_acc 0.7437751004016064 ########## 04/13/2022 10:14:55 - INFO - __main__ - ########## val_el_acc 0.7325301204819277 ########## 04/13/2022 10:14:59 - INFO - __main__ - ########## val_en_acc 0.8453815261044176 ########## 04/13/2022 10:15:04 - INFO - __main__ - ########## val_es_acc 0.7783132530120482 ########## 04/13/2022 10:15:09 - INFO - __main__ - ########## val_fr_acc 0.7670682730923695 ########## 04/13/2022 10:15:14 - INFO - __main__ - ########## val_hi_acc 0.6606425702811245 ########## 04/13/2022 10:15:18 - INFO - __main__ - ########## val_ru_acc 0.7140562248995984 ########## 04/13/2022 10:15:23 - INFO - __main__ - ########## val_sw_acc 0.6481927710843374 ########## 04/13/2022 10:15:27 - INFO - __main__ - ########## val_th_acc 0.6827309236947792 ########## 04/13/2022 10:15:32 - INFO - __main__ - ########## val_tr_acc 0.7024096385542169 ########## 04/13/2022 10:15:37 - INFO - __main__ - ########## val_ur_acc 0.6152610441767068 ########## 04/13/2022 10:15:41 - INFO - __main__ - ########## val_vi_acc 0.7228915662650602 ########## 04/13/2022 10:15:46 - INFO - __main__ - ########## val_zh_acc 0.734136546184739 ########## 04/13/2022 10:15:55 - INFO - __main__ - ########## test_ar_acc 0.6990019960079841 ########## 04/13/2022 10:16:04 - INFO - __main__ - ########## test_bg_acc 0.7457085828343314 ########## 04/13/2022 10:16:14 - INFO - __main__ - ########## test_de_acc 0.7427145708582834 ########## 04/13/2022 10:16:23 - INFO - __main__ - ########## test_el_acc 0.7337325349301397 ########## 04/13/2022 10:16:32 - INFO - __main__ - ########## test_en_acc 0.8409181636726547 ########## 04/13/2022 10:16:41 - INFO - __main__ - ########## test_es_acc 0.7812375249500998 ########## 04/13/2022 10:16:51 - INFO - __main__ - ########## test_fr_acc 0.7654690618762475 ########## 04/13/2022 10:17:01 - INFO - __main__ - ########## test_hi_acc 0.6500998003992016 ########## 04/13/2022 10:17:11 - INFO - __main__ - ########## test_ru_acc 0.7303393213572854 ########## 04/13/2022 10:17:20 - INFO - __main__ - ########## test_sw_acc 0.6550898203592814 ########## 04/13/2022 10:17:29 - INFO - __main__ - ########## test_th_acc 0.6784431137724551 ########## 04/13/2022 10:17:38 - INFO - __main__ - ########## test_tr_acc 0.693812375249501 ########## 04/13/2022 10:17:48 - INFO - __main__ - ########## test_ur_acc 0.6243512974051896 ########## 04/13/2022 10:17:57 - INFO - __main__ - ########## test_vi_acc 0.7065868263473054 ########## 04/13/2022 10:18:06 - INFO - __main__ - ########## test_zh_acc 0.7119760479041917 ########## 04/13/2022 10:18:06 - INFO - __main__ - val_ar_acc = 0.6975903614457831 04/13/2022 10:18:06 - INFO - __main__ - val_bg_acc = 0.7345381526104418 04/13/2022 10:18:06 - INFO - __main__ - val_de_acc = 0.7437751004016064 04/13/2022 10:18:06 - INFO - __main__ - val_el_acc = 0.7325301204819277 04/13/2022 10:18:06 - INFO - __main__ - val_en_acc = 0.8453815261044176 04/13/2022 10:18:06 - INFO - __main__ - val_es_acc = 0.7783132530120482 04/13/2022 10:18:06 - INFO - __main__ - val_fr_acc = 0.7670682730923695 04/13/2022 10:18:06 - INFO - __main__ - val_hi_acc = 0.6606425702811245 04/13/2022 10:18:06 - INFO - __main__ - val_ru_acc = 0.7140562248995984 04/13/2022 10:18:06 - INFO - __main__ - val_sw_acc = 0.6481927710843374 04/13/2022 10:18:06 - INFO - __main__ - val_th_acc = 0.6827309236947792 04/13/2022 10:18:06 - INFO - __main__ - val_tr_acc = 0.7024096385542169 04/13/2022 10:18:06 - INFO - __main__ - val_ur_acc = 0.6152610441767068 04/13/2022 10:18:06 - INFO - __main__ - val_vi_acc = 0.7228915662650602 04/13/2022 10:18:06 - INFO - __main__ - val_zh_acc = 0.734136546184739 04/13/2022 10:18:06 - INFO - __main__ - val_avg_acc = 0.7186345381526105 04/13/2022 10:18:06 - INFO - __main__ - test_ar_acc = 0.6990019960079841 04/13/2022 10:18:06 - INFO - __main__ - test_bg_acc = 0.7457085828343314 04/13/2022 10:18:06 - INFO - __main__ - test_de_acc = 0.7427145708582834 04/13/2022 10:18:06 - INFO - __main__ - test_el_acc = 0.7337325349301397 04/13/2022 10:18:06 - INFO - __main__ - test_en_acc = 0.8409181636726547 04/13/2022 10:18:06 - INFO - __main__ - test_es_acc = 0.7812375249500998 04/13/2022 10:18:06 - INFO - __main__ - test_fr_acc = 0.7654690618762475 04/13/2022 10:18:06 - INFO - __main__ - test_hi_acc = 0.6500998003992016 04/13/2022 10:18:06 - INFO - __main__ - test_ru_acc = 0.7303393213572854 04/13/2022 10:18:06 - INFO - __main__ - test_sw_acc = 0.6550898203592814 04/13/2022 10:18:06 - INFO - __main__ - test_th_acc = 0.6784431137724551 04/13/2022 10:18:06 - INFO - __main__ - test_tr_acc = 0.693812375249501 04/13/2022 10:18:06 - INFO - __main__ - test_ur_acc = 0.6243512974051896 04/13/2022 10:18:06 - INFO - __main__ - test_vi_acc = 0.7065868263473054 04/13/2022 10:18:06 - INFO - __main__ - test_zh_acc = 0.7119760479041917 04/13/2022 10:18:06 - INFO - __main__ - test_avg_acc = 0.71729873586161 04/13/2022 10:18:08 - INFO - utils - remove old ckpt: xnli_right_avg_new/ckpt/step-385000-test_avg_acc-0.71729873586161-val_avg_acc-0.7186345381526105 04/13/2022 10:18:08 - INFO - __main__ - ********** Evaluating Done ********** 04/13/2022 10:18:13 - INFO - __main__ - global_steps 385050 loss: 0.12202673 04/13/2022 10:18:18 - INFO - __main__ - global_steps 385100 loss: 0.10285313 04/13/2022 10:18:22 - INFO - __main__ - global_steps 385150 loss: 0.11356999 04/13/2022 10:18:27 - INFO - __main__ - global_steps 385200 loss: 0.18142951 04/13/2022 10:18:32 - INFO - __main__ - global_steps 385250 loss: 0.13577287 04/13/2022 10:18:36 - INFO - __main__ - global_steps 385300 loss: 0.11829939 04/13/2022 10:18:41 - INFO - __main__ - global_steps 385350 loss: 0.08238869 04/13/2022 10:18:46 - INFO - __main__ - global_steps 385400 loss: 0.08863322 04/13/2022 10:18:51 - INFO - __main__ - global_steps 385450 loss: 0.11834743 04/13/2022 10:18:55 - INFO - __main__ - global_steps 385500 loss: 0.11480177 04/13/2022 10:19:00 - INFO - __main__ - global_steps 385550 loss: 0.09130464 04/13/2022 10:19:05 - INFO - __main__ - global_steps 385600 loss: 0.09662712 04/13/2022 10:19:10 - INFO - __main__ - global_steps 385650 loss: 0.10246762 04/13/2022 10:19:14 - INFO - __main__ - global_steps 385700 loss: 0.11450636 04/13/2022 10:19:18 - INFO - __main__ - global_steps 385750 loss: 0.07735480 04/13/2022 10:19:23 - INFO - __main__ - global_steps 385800 loss: 0.06874905 04/13/2022 10:19:27 - INFO - __main__ - global_steps 385850 loss: 0.10551614 04/13/2022 10:19:31 - INFO - __main__ - global_steps 385900 loss: 0.13083943 04/13/2022 10:19:36 - INFO - __main__ - global_steps 385950 loss: 0.11996797 04/13/2022 10:19:41 - INFO - __main__ - global_steps 386000 loss: 0.08228185 04/13/2022 10:19:46 - INFO - __main__ - global_steps 386050 loss: 0.13381913 04/13/2022 10:19:50 - INFO - __main__ - global_steps 386100 loss: 0.12831123 04/13/2022 10:19:55 - INFO - __main__ - global_steps 386150 loss: 0.06628420 04/13/2022 10:20:00 - INFO - __main__ - global_steps 386200 loss: 0.08593858 04/13/2022 10:20:05 - INFO - __main__ - global_steps 386250 loss: 0.12721936 04/13/2022 10:20:09 - INFO - __main__ - global_steps 386300 loss: 0.08987698 04/13/2022 10:20:14 - INFO - __main__ - global_steps 386350 loss: 0.13804884 04/13/2022 10:20:19 - INFO - __main__ - global_steps 386400 loss: 0.10926947 04/13/2022 10:20:24 - INFO - __main__ - global_steps 386450 loss: 0.12098236 04/13/2022 10:20:28 - INFO - __main__ - global_steps 386500 loss: 0.10863951 04/13/2022 10:20:33 - INFO - __main__ - global_steps 386550 loss: 0.12837291 04/13/2022 10:20:38 - INFO - __main__ - global_steps 386600 loss: 0.13464409 04/13/2022 10:20:43 - INFO - __main__ - global_steps 386650 loss: 0.12898099 04/13/2022 10:20:48 - INFO - __main__ - global_steps 386700 loss: 0.14785187 04/13/2022 10:20:52 - INFO - __main__ - global_steps 386750 loss: 0.11619255 04/13/2022 10:20:57 - INFO - __main__ - global_steps 386800 loss: 0.08698921 04/13/2022 10:21:02 - INFO - __main__ - global_steps 386850 loss: 0.15258161 04/13/2022 10:21:07 - INFO - __main__ - global_steps 386900 loss: 0.13854117 04/13/2022 10:21:11 - INFO - __main__ - global_steps 386950 loss: 0.08788188 04/13/2022 10:21:16 - INFO - __main__ - global_steps 387000 loss: 0.13093453 04/13/2022 10:21:21 - INFO - __main__ - global_steps 387050 loss: 0.07683656 04/13/2022 10:21:26 - INFO - __main__ - global_steps 387100 loss: 0.14121799 04/13/2022 10:21:30 - INFO - __main__ - global_steps 387150 loss: 0.05238594 04/13/2022 10:21:35 - INFO - __main__ - global_steps 387200 loss: 0.13467547 04/13/2022 10:21:40 - INFO - __main__ - global_steps 387250 loss: 0.09092841 04/13/2022 10:21:45 - INFO - __main__ - global_steps 387300 loss: 0.08511206 04/13/2022 10:21:49 - INFO - __main__ - global_steps 387350 loss: 0.11830113 04/13/2022 10:21:53 - INFO - __main__ - global_steps 387400 loss: 0.09840692 04/13/2022 10:21:58 - INFO - __main__ - global_steps 387450 loss: 0.13847515 04/13/2022 10:22:03 - INFO - __main__ - global_steps 387500 loss: 0.08612031 04/13/2022 10:22:03 - INFO - __main__ - ********** Running evaluating ********** 04/13/2022 10:22:07 - INFO - __main__ - ########## val_ar_acc 0.7116465863453815 ########## 04/13/2022 10:22:12 - INFO - __main__ - ########## val_bg_acc 0.7429718875502008 ########## 04/13/2022 10:22:16 - INFO - __main__ - ########## val_de_acc 0.7477911646586345 ########## 04/13/2022 10:22:21 - INFO - __main__ - ########## val_el_acc 0.7449799196787149 ########## 04/13/2022 10:22:25 - INFO - __main__ - ########## val_en_acc 0.8473895582329317 ########## 04/13/2022 10:22:30 - INFO - __main__ - ########## val_es_acc 0.7847389558232932 ########## 04/13/2022 10:22:34 - INFO - __main__ - ########## val_fr_acc 0.7710843373493976 ########## 04/13/2022 10:22:39 - INFO - __main__ - ########## val_hi_acc 0.6646586345381527 ########## 04/13/2022 10:22:44 - INFO - __main__ - ########## val_ru_acc 0.7192771084337349 ########## 04/13/2022 10:22:49 - INFO - __main__ - ########## val_sw_acc 0.6578313253012048 ########## 04/13/2022 10:22:53 - INFO - __main__ - ########## val_th_acc 0.6871485943775101 ########## 04/13/2022 10:22:58 - INFO - __main__ - ########## val_tr_acc 0.7080321285140563 ########## 04/13/2022 10:23:02 - INFO - __main__ - ########## val_ur_acc 0.6204819277108434 ########## 04/13/2022 10:23:07 - INFO - __main__ - ########## val_vi_acc 0.7261044176706827 ########## 04/13/2022 10:23:11 - INFO - __main__ - ########## val_zh_acc 0.7345381526104418 ########## 04/13/2022 10:23:20 - INFO - __main__ - ########## test_ar_acc 0.7103792415169661 ########## 04/13/2022 10:23:29 - INFO - __main__ - ########## test_bg_acc 0.755688622754491 ########## 04/13/2022 10:23:39 - INFO - __main__ - ########## test_de_acc 0.7534930139720559 ########## 04/13/2022 10:23:48 - INFO - __main__ - ########## test_el_acc 0.7409181636726547 ########## 04/13/2022 10:23:57 - INFO - __main__ - ########## test_en_acc 0.8425149700598802 ########## 04/13/2022 10:24:07 - INFO - __main__ - ########## test_es_acc 0.7852295409181637 ########## 04/13/2022 10:24:16 - INFO - __main__ - ########## test_fr_acc 0.7734530938123753 ########## 04/13/2022 10:24:26 - INFO - __main__ - ########## test_hi_acc 0.6594810379241517 ########## 04/13/2022 10:24:36 - INFO - __main__ - ########## test_ru_acc 0.7363273453093813 ########## 04/13/2022 10:24:45 - INFO - __main__ - ########## test_sw_acc 0.6682634730538922 ########## 04/13/2022 10:24:54 - INFO - __main__ - ########## test_th_acc 0.688622754491018 ########## 04/13/2022 10:25:03 - INFO - __main__ - ########## test_tr_acc 0.7035928143712575 ########## 04/13/2022 10:25:13 - INFO - __main__ - ########## test_ur_acc 0.627744510978044 ########## 04/13/2022 10:25:22 - INFO - __main__ - ########## test_vi_acc 0.7157684630738523 ########## 04/13/2022 10:25:31 - INFO - __main__ - ########## test_zh_acc 0.7233532934131737 ########## 04/13/2022 10:25:31 - INFO - __main__ - val_ar_acc = 0.7116465863453815 04/13/2022 10:25:31 - INFO - __main__ - val_bg_acc = 0.7429718875502008 04/13/2022 10:25:31 - INFO - __main__ - val_de_acc = 0.7477911646586345 04/13/2022 10:25:31 - INFO - __main__ - val_el_acc = 0.7449799196787149 04/13/2022 10:25:31 - INFO - __main__ - val_en_acc = 0.8473895582329317 04/13/2022 10:25:31 - INFO - __main__ - val_es_acc = 0.7847389558232932 04/13/2022 10:25:31 - INFO - __main__ - val_fr_acc = 0.7710843373493976 04/13/2022 10:25:31 - INFO - __main__ - val_hi_acc = 0.6646586345381527 04/13/2022 10:25:31 - INFO - __main__ - val_ru_acc = 0.7192771084337349 04/13/2022 10:25:31 - INFO - __main__ - val_sw_acc = 0.6578313253012048 04/13/2022 10:25:31 - INFO - __main__ - val_th_acc = 0.6871485943775101 04/13/2022 10:25:31 - INFO - __main__ - val_tr_acc = 0.7080321285140563 04/13/2022 10:25:31 - INFO - __main__ - val_ur_acc = 0.6204819277108434 04/13/2022 10:25:31 - INFO - __main__ - val_vi_acc = 0.7261044176706827 04/13/2022 10:25:31 - INFO - __main__ - val_zh_acc = 0.7345381526104418 04/13/2022 10:25:31 - INFO - __main__ - val_avg_acc = 0.724578313253012 04/13/2022 10:25:31 - INFO - __main__ - test_ar_acc = 0.7103792415169661 04/13/2022 10:25:31 - INFO - __main__ - test_bg_acc = 0.755688622754491 04/13/2022 10:25:31 - INFO - __main__ - test_de_acc = 0.7534930139720559 04/13/2022 10:25:31 - INFO - __main__ - test_el_acc = 0.7409181636726547 04/13/2022 10:25:31 - INFO - __main__ - test_en_acc = 0.8425149700598802 04/13/2022 10:25:31 - INFO - __main__ - test_es_acc = 0.7852295409181637 04/13/2022 10:25:31 - INFO - __main__ - test_fr_acc = 0.7734530938123753 04/13/2022 10:25:31 - INFO - __main__ - test_hi_acc = 0.6594810379241517 04/13/2022 10:25:31 - INFO - __main__ - test_ru_acc = 0.7363273453093813 04/13/2022 10:25:31 - INFO - __main__ - test_sw_acc = 0.6682634730538922 04/13/2022 10:25:31 - INFO - __main__ - test_th_acc = 0.688622754491018 04/13/2022 10:25:31 - INFO - __main__ - test_tr_acc = 0.7035928143712575 04/13/2022 10:25:31 - INFO - __main__ - test_ur_acc = 0.627744510978044 04/13/2022 10:25:31 - INFO - __main__ - test_vi_acc = 0.7157684630738523 04/13/2022 10:25:31 - INFO - __main__ - test_zh_acc = 0.7233532934131737 04/13/2022 10:25:31 - INFO - __main__ - test_avg_acc = 0.7256553559547572 04/13/2022 10:25:33 - INFO - utils - remove old ckpt: xnli_right_avg_new/ckpt/step-387500-test_avg_acc-0.7256553559547572-val_avg_acc-0.724578313253012 04/13/2022 10:25:33 - INFO - __main__ - ********** Evaluating Done ********** 04/13/2022 10:25:38 - INFO - __main__ - global_steps 387550 loss: 0.12394561 04/13/2022 10:25:43 - INFO - __main__ - global_steps 387600 loss: 0.11395080 04/13/2022 10:25:48 - INFO - __main__ - global_steps 387650 loss: 0.11274795 04/13/2022 10:25:52 - INFO - __main__ - global_steps 387700 loss: 0.11666438 04/13/2022 10:25:57 - INFO - __main__ - global_steps 387750 loss: 0.09088617 04/13/2022 10:26:01 - INFO - __main__ - global_steps 387800 loss: 0.08646843 04/13/2022 10:26:06 - INFO - __main__ - global_steps 387850 loss: 0.10880462 04/13/2022 10:26:10 - INFO - __main__ - global_steps 387900 loss: 0.12509929 04/13/2022 10:26:15 - INFO - __main__ - global_steps 387950 loss: 0.10971432 04/13/2022 10:26:20 - INFO - __main__ - global_steps 388000 loss: 0.14053323 04/13/2022 10:26:25 - INFO - __main__ - global_steps 388050 loss: 0.11874730 04/13/2022 10:26:30 - INFO - __main__ - global_steps 388100 loss: 0.09208437 04/13/2022 10:26:34 - INFO - __main__ - global_steps 388150 loss: 0.08432058 04/13/2022 10:26:39 - INFO - __main__ - global_steps 388200 loss: 0.08238491 04/13/2022 10:26:44 - INFO - __main__ - global_steps 388250 loss: 0.11779554 04/13/2022 10:26:49 - INFO - __main__ - global_steps 388300 loss: 0.09987402 04/13/2022 10:26:54 - INFO - __main__ - global_steps 388350 loss: 0.14973068 04/13/2022 10:26:59 - INFO - __main__ - global_steps 388400 loss: 0.11035233 04/13/2022 10:27:03 - INFO - __main__ - global_steps 388450 loss: 0.09749488 04/13/2022 10:27:08 - INFO - __main__ - global_steps 388500 loss: 0.09781756 04/13/2022 10:27:13 - INFO - __main__ - global_steps 388550 loss: 0.13001102 04/13/2022 10:27:18 - INFO - __main__ - global_steps 388600 loss: 0.07724824 04/13/2022 10:27:23 - INFO - __main__ - global_steps 388650 loss: 0.10781359 04/13/2022 10:27:27 - INFO - __main__ - global_steps 388700 loss: 0.13521914 04/13/2022 10:27:32 - INFO - __main__ - global_steps 388750 loss: 0.15651847 04/13/2022 10:27:37 - INFO - __main__ - global_steps 388800 loss: 0.11062767 04/13/2022 10:27:42 - INFO - __main__ - global_steps 388850 loss: 0.12242130 04/13/2022 10:27:47 - INFO - __main__ - global_steps 388900 loss: 0.16139686 04/13/2022 10:27:51 - INFO - __main__ - global_steps 388950 loss: 0.11704109 04/13/2022 10:27:56 - INFO - __main__ - global_steps 389000 loss: 0.11029021 04/13/2022 10:28:01 - INFO - __main__ - global_steps 389050 loss: 0.11249589 04/13/2022 10:28:06 - INFO - __main__ - global_steps 389100 loss: 0.13057998 04/13/2022 10:28:11 - INFO - __main__ - global_steps 389150 loss: 0.10788940 04/13/2022 10:28:15 - INFO - __main__ - global_steps 389200 loss: 0.17841395 04/13/2022 10:28:20 - INFO - __main__ - global_steps 389250 loss: 0.10802965 04/13/2022 10:28:25 - INFO - __main__ - global_steps 389300 loss: 0.10761898 04/13/2022 10:28:30 - INFO - __main__ - global_steps 389350 loss: 0.13344346 04/13/2022 10:28:34 - INFO - __main__ - global_steps 389400 loss: 0.11458204 04/13/2022 10:28:39 - INFO - __main__ - global_steps 389450 loss: 0.13897552 04/13/2022 10:28:44 - INFO - __main__ - global_steps 389500 loss: 0.10882570 04/13/2022 10:28:49 - INFO - __main__ - global_steps 389550 loss: 0.12062475 04/13/2022 10:28:53 - INFO - __main__ - global_steps 389600 loss: 0.10593404 04/13/2022 10:28:58 - INFO - __main__ - global_steps 389650 loss: 0.12180803 04/13/2022 10:29:03 - INFO - __main__ - global_steps 389700 loss: 0.09448018 04/13/2022 10:29:07 - INFO - __main__ - global_steps 389750 loss: 0.10960392 04/13/2022 10:29:12 - INFO - __main__ - global_steps 389800 loss: 0.09930627 04/13/2022 10:29:16 - INFO - __main__ - global_steps 389850 loss: 0.14764003 04/13/2022 10:29:21 - INFO - __main__ - global_steps 389900 loss: 0.11250484 04/13/2022 10:29:26 - INFO - __main__ - global_steps 389950 loss: 0.11018518 04/13/2022 10:29:31 - INFO - __main__ - global_steps 390000 loss: 0.13489550 04/13/2022 10:29:31 - INFO - __main__ - ********** Running evaluating ********** 04/13/2022 10:29:35 - INFO - __main__ - ########## val_ar_acc 0.6859437751004016 ########## 04/13/2022 10:29:40 - INFO - __main__ - ########## val_bg_acc 0.7273092369477911 ########## 04/13/2022 10:29:44 - INFO - __main__ - ########## val_de_acc 0.7409638554216867 ########## 04/13/2022 10:29:49 - INFO - __main__ - ########## val_el_acc 0.7220883534136546 ########## 04/13/2022 10:29:53 - INFO - __main__ - ########## val_en_acc 0.8389558232931726 ########## 04/13/2022 10:29:58 - INFO - __main__ - ########## val_es_acc 0.7674698795180723 ########## 04/13/2022 10:30:03 - INFO - __main__ - ########## val_fr_acc 0.7570281124497992 ########## 04/13/2022 10:30:08 - INFO - __main__ - ########## val_hi_acc 0.6506024096385542 ########## 04/13/2022 10:30:12 - INFO - __main__ - ########## val_ru_acc 0.6991967871485943 ########## 04/13/2022 10:30:17 - INFO - __main__ - ########## val_sw_acc 0.6377510040160642 ########## 04/13/2022 10:30:21 - INFO - __main__ - ########## val_th_acc 0.6650602409638554 ########## 04/13/2022 10:30:26 - INFO - __main__ - ########## val_tr_acc 0.6935742971887551 ########## 04/13/2022 10:30:30 - INFO - __main__ - ########## val_ur_acc 0.6060240963855422 ########## 04/13/2022 10:30:35 - INFO - __main__ - ########## val_vi_acc 0.6995983935742972 ########## 04/13/2022 10:30:39 - INFO - __main__ - ########## val_zh_acc 0.7132530120481928 ########## 04/13/2022 10:30:48 - INFO - __main__ - ########## test_ar_acc 0.6926147704590818 ########## 04/13/2022 10:30:58 - INFO - __main__ - ########## test_bg_acc 0.7337325349301397 ########## 04/13/2022 10:31:07 - INFO - __main__ - ########## test_de_acc 0.7379241516966067 ########## 04/13/2022 10:31:17 - INFO - __main__ - ########## test_el_acc 0.7169660678642714 ########## 04/13/2022 10:31:26 - INFO - __main__ - ########## test_en_acc 0.835129740518962 ########## 04/13/2022 10:31:35 - INFO - __main__ - ########## test_es_acc 0.7664670658682635 ########## 04/13/2022 10:31:45 - INFO - __main__ - ########## test_fr_acc 0.7542914171656686 ########## 04/13/2022 10:31:55 - INFO - __main__ - ########## test_hi_acc 0.6427145708582834 ########## 04/13/2022 10:32:04 - INFO - __main__ - ########## test_ru_acc 0.7125748502994012 ########## 04/13/2022 10:32:13 - INFO - __main__ - ########## test_sw_acc 0.6510978043912176 ########## 04/13/2022 10:32:22 - INFO - __main__ - ########## test_th_acc 0.6662674650698602 ########## 04/13/2022 10:32:31 - INFO - __main__ - ########## test_tr_acc 0.6854291417165669 ########## 04/13/2022 10:32:41 - INFO - __main__ - ########## test_ur_acc 0.6103792415169661 ########## 04/13/2022 10:32:50 - INFO - __main__ - ########## test_vi_acc 0.6970059880239521 ########## 04/13/2022 10:32:59 - INFO - __main__ - ########## test_zh_acc 0.7043912175648702 ########## 04/13/2022 10:32:59 - INFO - __main__ - val_ar_acc = 0.6859437751004016 04/13/2022 10:32:59 - INFO - __main__ - val_bg_acc = 0.7273092369477911 04/13/2022 10:32:59 - INFO - __main__ - val_de_acc = 0.7409638554216867 04/13/2022 10:32:59 - INFO - __main__ - val_el_acc = 0.7220883534136546 04/13/2022 10:32:59 - INFO - __main__ - val_en_acc = 0.8389558232931726 04/13/2022 10:32:59 - INFO - __main__ - val_es_acc = 0.7674698795180723 04/13/2022 10:32:59 - INFO - __main__ - val_fr_acc = 0.7570281124497992 04/13/2022 10:32:59 - INFO - __main__ - val_hi_acc = 0.6506024096385542 04/13/2022 10:32:59 - INFO - __main__ - val_ru_acc = 0.6991967871485943 04/13/2022 10:32:59 - INFO - __main__ - val_sw_acc = 0.6377510040160642 04/13/2022 10:32:59 - INFO - __main__ - val_th_acc = 0.6650602409638554 04/13/2022 10:32:59 - INFO - __main__ - val_tr_acc = 0.6935742971887551 04/13/2022 10:32:59 - INFO - __main__ - val_ur_acc = 0.6060240963855422 04/13/2022 10:32:59 - INFO - __main__ - val_vi_acc = 0.6995983935742972 04/13/2022 10:32:59 - INFO - __main__ - val_zh_acc = 0.7132530120481928 04/13/2022 10:32:59 - INFO - __main__ - val_avg_acc = 0.706987951807229 04/13/2022 10:32:59 - INFO - __main__ - test_ar_acc = 0.6926147704590818 04/13/2022 10:32:59 - INFO - __main__ - test_bg_acc = 0.7337325349301397 04/13/2022 10:32:59 - INFO - __main__ - test_de_acc = 0.7379241516966067 04/13/2022 10:32:59 - INFO - __main__ - test_el_acc = 0.7169660678642714 04/13/2022 10:32:59 - INFO - __main__ - test_en_acc = 0.835129740518962 04/13/2022 10:32:59 - INFO - __main__ - test_es_acc = 0.7664670658682635 04/13/2022 10:32:59 - INFO - __main__ - test_fr_acc = 0.7542914171656686 04/13/2022 10:32:59 - INFO - __main__ - test_hi_acc = 0.6427145708582834 04/13/2022 10:32:59 - INFO - __main__ - test_ru_acc = 0.7125748502994012 04/13/2022 10:32:59 - INFO - __main__ - test_sw_acc = 0.6510978043912176 04/13/2022 10:32:59 - INFO - __main__ - test_th_acc = 0.6662674650698602 04/13/2022 10:32:59 - INFO - __main__ - test_tr_acc = 0.6854291417165669 04/13/2022 10:32:59 - INFO - __main__ - test_ur_acc = 0.6103792415169661 04/13/2022 10:32:59 - INFO - __main__ - test_vi_acc = 0.6970059880239521 04/13/2022 10:32:59 - INFO - __main__ - test_zh_acc = 0.7043912175648702 04/13/2022 10:32:59 - INFO - __main__ - test_avg_acc = 0.7071324018629407 04/13/2022 10:33:01 - INFO - utils - remove old ckpt: xnli_right_avg_new/ckpt/step-390000-test_avg_acc-0.7071324018629407-val_avg_acc-0.706987951807229 04/13/2022 10:33:01 - INFO - __main__ - ********** Evaluating Done ********** 04/13/2022 10:33:05 - INFO - __main__ - global_steps 390050 loss: 0.10952477 04/13/2022 10:33:10 - INFO - __main__ - global_steps 390100 loss: 0.09606127 04/13/2022 10:33:15 - INFO - __main__ - global_steps 390150 loss: 0.14898654 04/13/2022 10:33:20 - INFO - __main__ - global_steps 390200 loss: 0.14250477 04/13/2022 10:33:24 - INFO - __main__ - global_steps 390250 loss: 0.09419001 04/13/2022 10:33:29 - INFO - __main__ - global_steps 390300 loss: 0.11057763 04/13/2022 10:33:34 - INFO - __main__ - global_steps 390350 loss: 0.10118999 04/13/2022 10:33:38 - INFO - __main__ - global_steps 390400 loss: 0.18753332 04/13/2022 10:33:43 - INFO - __main__ - global_steps 390450 loss: 0.09167310 04/13/2022 10:33:48 - INFO - __main__ - global_steps 390500 loss: 0.12373404 04/13/2022 10:33:53 - INFO - __main__ - global_steps 390550 loss: 0.11630536 04/13/2022 10:33:58 - INFO - __main__ - global_steps 390600 loss: 0.10807364 04/13/2022 10:34:02 - INFO - __main__ - global_steps 390650 loss: 0.08090789 04/13/2022 10:34:07 - INFO - __main__ - global_steps 390700 loss: 0.11185528 04/13/2022 10:34:12 - INFO - __main__ - global_steps 390750 loss: 0.08670578 04/13/2022 10:34:17 - INFO - __main__ - global_steps 390800 loss: 0.14445580 04/13/2022 10:34:21 - INFO - __main__ - global_steps 390850 loss: 0.12646150 04/13/2022 10:34:26 - INFO - __main__ - global_steps 390900 loss: 0.07239881 04/13/2022 10:34:31 - INFO - __main__ - global_steps 390950 loss: 0.11590918 04/13/2022 10:34:36 - INFO - __main__ - global_steps 391000 loss: 0.07881469 04/13/2022 10:34:40 - INFO - __main__ - global_steps 391050 loss: 0.11819411 04/13/2022 10:34:45 - INFO - __main__ - global_steps 391100 loss: 0.12686061 04/13/2022 10:34:50 - INFO - __main__ - global_steps 391150 loss: 0.12252063 04/13/2022 10:34:55 - INFO - __main__ - global_steps 391200 loss: 0.10248470 04/13/2022 10:34:59 - INFO - __main__ - global_steps 391250 loss: 0.14764648 04/13/2022 10:35:04 - INFO - __main__ - global_steps 391300 loss: 0.06609305 04/13/2022 10:35:09 - INFO - __main__ - global_steps 391350 loss: 0.10466361 04/13/2022 10:35:14 - INFO - __main__ - global_steps 391400 loss: 0.14789368 04/13/2022 10:35:18 - INFO - __main__ - global_steps 391450 loss: 0.13977345 04/13/2022 10:35:23 - INFO - __main__ - global_steps 391500 loss: 0.08790726 04/13/2022 10:35:28 - INFO - __main__ - global_steps 391550 loss: 0.12974277 04/13/2022 10:35:33 - INFO - __main__ - global_steps 391600 loss: 0.08691360 04/13/2022 10:35:37 - INFO - __main__ - global_steps 391650 loss: 0.10967182 04/13/2022 10:35:42 - INFO - __main__ - global_steps 391700 loss: 0.12451380 04/13/2022 10:35:47 - INFO - __main__ - global_steps 391750 loss: 0.09544729 04/13/2022 10:35:52 - INFO - __main__ - global_steps 391800 loss: 0.11487235 04/13/2022 10:35:56 - INFO - __main__ - global_steps 391850 loss: 0.08418048 04/13/2022 10:36:01 - INFO - __main__ - global_steps 391900 loss: 0.11886006 04/13/2022 10:36:06 - INFO - __main__ - global_steps 391950 loss: 0.08426094 04/13/2022 10:36:11 - INFO - __main__ - global_steps 392000 loss: 0.14185696 04/13/2022 10:36:15 - INFO - __main__ - global_steps 392050 loss: 0.12592966 04/13/2022 10:36:20 - INFO - __main__ - global_steps 392100 loss: 0.08849980 04/13/2022 10:36:25 - INFO - __main__ - global_steps 392150 loss: 0.11089493 04/13/2022 10:36:30 - INFO - __main__ - global_steps 392200 loss: 0.12161192 04/13/2022 10:36:34 - INFO - __main__ - global_steps 392250 loss: 0.11544838 04/13/2022 10:36:39 - INFO - __main__ - global_steps 392300 loss: 0.13424708 04/13/2022 10:36:44 - INFO - __main__ - global_steps 392350 loss: 0.14254290 04/13/2022 10:36:49 - INFO - __main__ - global_steps 392400 loss: 0.11346769 04/13/2022 10:36:53 - INFO - __main__ - global_steps 392450 loss: 0.08532384 04/13/2022 10:36:58 - INFO - __main__ - global_steps 392500 loss: 0.12516553 04/13/2022 10:36:58 - INFO - __main__ - ********** Running evaluating ********** 04/13/2022 10:37:03 - INFO - __main__ - ########## val_ar_acc 0.6919678714859437 ########## 04/13/2022 10:37:07 - INFO - __main__ - ########## val_bg_acc 0.7337349397590361 ########## 04/13/2022 10:37:12 - INFO - __main__ - ########## val_de_acc 0.7457831325301205 ########## 04/13/2022 10:37:17 - INFO - __main__ - ########## val_el_acc 0.7329317269076305 ########## 04/13/2022 10:37:21 - INFO - __main__ - ########## val_en_acc 0.840562248995984 ########## 04/13/2022 10:37:26 - INFO - __main__ - ########## val_es_acc 0.7755020080321285 ########## 04/13/2022 10:37:30 - INFO - __main__ - ########## val_fr_acc 0.7666666666666667 ########## 04/13/2022 10:37:35 - INFO - __main__ - ########## val_hi_acc 0.668273092369478 ########## 04/13/2022 10:37:40 - INFO - __main__ - ########## val_ru_acc 0.7164658634538152 ########## 04/13/2022 10:37:44 - INFO - __main__ - ########## val_sw_acc 0.6502008032128515 ########## 04/13/2022 10:37:49 - INFO - __main__ - ########## val_th_acc 0.6738955823293172 ########## 04/13/2022 10:37:53 - INFO - __main__ - ########## val_tr_acc 0.7008032128514057 ########## 04/13/2022 10:37:58 - INFO - __main__ - ########## val_ur_acc 0.6160642570281124 ########## 04/13/2022 10:38:03 - INFO - __main__ - ########## val_vi_acc 0.714859437751004 ########## 04/13/2022 10:38:07 - INFO - __main__ - ########## val_zh_acc 0.7248995983935743 ########## 04/13/2022 10:38:16 - INFO - __main__ - ########## test_ar_acc 0.704191616766467 ########## 04/13/2022 10:38:26 - INFO - __main__ - ########## test_bg_acc 0.7487025948103793 ########## 04/13/2022 10:38:35 - INFO - __main__ - ########## test_de_acc 0.7502994011976047 ########## 04/13/2022 10:38:45 - INFO - __main__ - ########## test_el_acc 0.7283433133732535 ########## 04/13/2022 10:38:54 - INFO - __main__ - ########## test_en_acc 0.8403193612774451 ########## 04/13/2022 10:39:03 - INFO - __main__ - ########## test_es_acc 0.7734530938123753 ########## 04/13/2022 10:39:12 - INFO - __main__ - ########## test_fr_acc 0.7668662674650698 ########## 04/13/2022 10:39:22 - INFO - __main__ - ########## test_hi_acc 0.6570858283433134 ########## 04/13/2022 10:39:32 - INFO - __main__ - ########## test_ru_acc 0.7265469061876247 ########## 04/13/2022 10:39:41 - INFO - __main__ - ########## test_sw_acc 0.6600798403193613 ########## 04/13/2022 10:39:50 - INFO - __main__ - ########## test_th_acc 0.6756487025948104 ########## 04/13/2022 10:39:59 - INFO - __main__ - ########## test_tr_acc 0.693812375249501 ########## 04/13/2022 10:40:08 - INFO - __main__ - ########## test_ur_acc 0.629940119760479 ########## 04/13/2022 10:40:18 - INFO - __main__ - ########## test_vi_acc 0.7091816367265469 ########## 04/13/2022 10:40:27 - INFO - __main__ - ########## test_zh_acc 0.7137724550898203 ########## 04/13/2022 10:40:27 - INFO - __main__ - val_ar_acc = 0.6919678714859437 04/13/2022 10:40:27 - INFO - __main__ - val_bg_acc = 0.7337349397590361 04/13/2022 10:40:27 - INFO - __main__ - val_de_acc = 0.7457831325301205 04/13/2022 10:40:27 - INFO - __main__ - val_el_acc = 0.7329317269076305 04/13/2022 10:40:27 - INFO - __main__ - val_en_acc = 0.840562248995984 04/13/2022 10:40:27 - INFO - __main__ - val_es_acc = 0.7755020080321285 04/13/2022 10:40:27 - INFO - __main__ - val_fr_acc = 0.7666666666666667 04/13/2022 10:40:27 - INFO - __main__ - val_hi_acc = 0.668273092369478 04/13/2022 10:40:27 - INFO - __main__ - val_ru_acc = 0.7164658634538152 04/13/2022 10:40:27 - INFO - __main__ - val_sw_acc = 0.6502008032128515 04/13/2022 10:40:27 - INFO - __main__ - val_th_acc = 0.6738955823293172 04/13/2022 10:40:27 - INFO - __main__ - val_tr_acc = 0.7008032128514057 04/13/2022 10:40:27 - INFO - __main__ - val_ur_acc = 0.6160642570281124 04/13/2022 10:40:27 - INFO - __main__ - val_vi_acc = 0.714859437751004 04/13/2022 10:40:27 - INFO - __main__ - val_zh_acc = 0.7248995983935743 04/13/2022 10:40:27 - INFO - __main__ - val_avg_acc = 0.7168406961178045 04/13/2022 10:40:27 - INFO - __main__ - test_ar_acc = 0.704191616766467 04/13/2022 10:40:27 - INFO - __main__ - test_bg_acc = 0.7487025948103793 04/13/2022 10:40:27 - INFO - __main__ - test_de_acc = 0.7502994011976047 04/13/2022 10:40:27 - INFO - __main__ - test_el_acc = 0.7283433133732535 04/13/2022 10:40:27 - INFO - __main__ - test_en_acc = 0.8403193612774451 04/13/2022 10:40:27 - INFO - __main__ - test_es_acc = 0.7734530938123753 04/13/2022 10:40:27 - INFO - __main__ - test_fr_acc = 0.7668662674650698 04/13/2022 10:40:27 - INFO - __main__ - test_hi_acc = 0.6570858283433134 04/13/2022 10:40:27 - INFO - __main__ - test_ru_acc = 0.7265469061876247 04/13/2022 10:40:27 - INFO - __main__ - test_sw_acc = 0.6600798403193613 04/13/2022 10:40:27 - INFO - __main__ - test_th_acc = 0.6756487025948104 04/13/2022 10:40:27 - INFO - __main__ - test_tr_acc = 0.693812375249501 04/13/2022 10:40:27 - INFO - __main__ - test_ur_acc = 0.629940119760479 04/13/2022 10:40:27 - INFO - __main__ - test_vi_acc = 0.7091816367265469 04/13/2022 10:40:27 - INFO - __main__ - test_zh_acc = 0.7137724550898203 04/13/2022 10:40:27 - INFO - __main__ - test_avg_acc = 0.7185495675316034 04/13/2022 10:40:28 - INFO - utils - remove old ckpt: xnli_right_avg_new/ckpt/step-392500-test_avg_acc-0.7185495675316034-val_avg_acc-0.7168406961178045 04/13/2022 10:40:28 - INFO - __main__ - ********** Evaluating Done ********** 04/13/2022 10:40:33 - INFO - __main__ - global_steps 392550 loss: 0.11778397 04/13/2022 10:40:38 - INFO - __main__ - global_steps 392600 loss: 0.12583482 04/13/2022 10:40:42 - INFO - __main__ - global_steps 392650 loss: 0.09379724 04/13/2022 10:40:47 - INFO - __main__ - global_steps 392700 loss: 0.07474376 04/13/2022 10:40:52 - INFO - __main__ - global_steps 392750 loss: 0.11346091 04/13/2022 10:40:57 - INFO - __main__ - global_steps 392800 loss: 0.07314019 04/13/2022 10:41:01 - INFO - __main__ - global_steps 392850 loss: 0.11425833 04/13/2022 10:41:06 - INFO - __main__ - global_steps 392900 loss: 0.14584423 04/13/2022 10:41:11 - INFO - __main__ - global_steps 392950 loss: 0.10295114 04/13/2022 10:41:16 - INFO - __main__ - global_steps 393000 loss: 0.14684501 04/13/2022 10:41:20 - INFO - __main__ - global_steps 393050 loss: 0.20389707 04/13/2022 10:41:25 - INFO - __main__ - global_steps 393100 loss: 0.07634844 04/13/2022 10:41:30 - INFO - __main__ - global_steps 393150 loss: 0.07884140 04/13/2022 10:41:35 - INFO - __main__ - global_steps 393200 loss: 0.13673961 04/13/2022 10:41:39 - INFO - __main__ - global_steps 393250 loss: 0.11380381 04/13/2022 10:41:44 - INFO - __main__ - global_steps 393300 loss: 0.11291610 04/13/2022 10:41:49 - INFO - __main__ - global_steps 393350 loss: 0.10980965 04/13/2022 10:41:54 - INFO - __main__ - global_steps 393400 loss: 0.08334305 04/13/2022 10:41:58 - INFO - __main__ - global_steps 393450 loss: 0.09070241 04/13/2022 10:42:03 - INFO - __main__ - global_steps 393500 loss: 0.13552617 04/13/2022 10:42:08 - INFO - __main__ - global_steps 393550 loss: 0.17806160 04/13/2022 10:42:13 - INFO - __main__ - global_steps 393600 loss: 0.11339877 04/13/2022 10:42:18 - INFO - __main__ - global_steps 393650 loss: 0.11130399 04/13/2022 10:42:22 - INFO - __main__ - global_steps 393700 loss: 0.09816326 04/13/2022 10:42:27 - INFO - __main__ - global_steps 393750 loss: 0.14077660 04/13/2022 10:42:32 - INFO - __main__ - global_steps 393800 loss: 0.08026514 04/13/2022 10:42:36 - INFO - __main__ - global_steps 393850 loss: 0.12521418 04/13/2022 10:42:41 - INFO - __main__ - global_steps 393900 loss: 0.09329125 04/13/2022 10:42:46 - INFO - __main__ - global_steps 393950 loss: 0.10616874 04/13/2022 10:42:51 - INFO - __main__ - global_steps 394000 loss: 0.10280120 04/13/2022 10:42:55 - INFO - __main__ - global_steps 394050 loss: 0.11444550 04/13/2022 10:43:00 - INFO - __main__ - global_steps 394100 loss: 0.07894819 04/13/2022 10:43:05 - INFO - __main__ - global_steps 394150 loss: 0.08584119 04/13/2022 10:43:10 - INFO - __main__ - global_steps 394200 loss: 0.11769114 04/13/2022 10:43:14 - INFO - __main__ - global_steps 394250 loss: 0.07249259 04/13/2022 10:43:19 - INFO - __main__ - global_steps 394300 loss: 0.13788709 04/13/2022 10:43:24 - INFO - __main__ - global_steps 394350 loss: 0.12882941 04/13/2022 10:43:29 - INFO - __main__ - global_steps 394400 loss: 0.08148265 04/13/2022 10:43:34 - INFO - __main__ - global_steps 394450 loss: 0.10084833 04/13/2022 10:43:38 - INFO - __main__ - global_steps 394500 loss: 0.10353346 04/13/2022 10:43:43 - INFO - __main__ - global_steps 394550 loss: 0.13289214 04/13/2022 10:43:48 - INFO - __main__ - global_steps 394600 loss: 0.09622781 04/13/2022 10:43:53 - INFO - __main__ - global_steps 394650 loss: 0.09809683 04/13/2022 10:43:57 - INFO - __main__ - global_steps 394700 loss: 0.11923847 04/13/2022 10:44:02 - INFO - __main__ - global_steps 394750 loss: 0.11176586 04/13/2022 10:44:07 - INFO - __main__ - global_steps 394800 loss: 0.09345000 04/13/2022 10:44:12 - INFO - __main__ - global_steps 394850 loss: 0.09944835 04/13/2022 10:44:17 - INFO - __main__ - global_steps 394900 loss: 0.06714325 04/13/2022 10:44:21 - INFO - __main__ - global_steps 394950 loss: 0.08690116 04/13/2022 10:44:26 - INFO - __main__ - global_steps 395000 loss: 0.06651425 04/13/2022 10:44:26 - INFO - __main__ - ********** Running evaluating ********** 04/13/2022 10:44:31 - INFO - __main__ - ########## val_ar_acc 0.6971887550200804 ########## 04/13/2022 10:44:35 - INFO - __main__ - ########## val_bg_acc 0.7421686746987952 ########## 04/13/2022 10:44:40 - INFO - __main__ - ########## val_de_acc 0.7465863453815261 ########## 04/13/2022 10:44:45 - INFO - __main__ - ########## val_el_acc 0.7345381526104418 ########## 04/13/2022 10:44:49 - INFO - __main__ - ########## val_en_acc 0.8429718875502008 ########## 04/13/2022 10:44:54 - INFO - __main__ - ########## val_es_acc 0.7779116465863454 ########## 04/13/2022 10:44:58 - INFO - __main__ - ########## val_fr_acc 0.7650602409638554 ########## 04/13/2022 10:45:03 - INFO - __main__ - ########## val_hi_acc 0.6718875502008033 ########## 04/13/2022 10:45:08 - INFO - __main__ - ########## val_ru_acc 0.7180722891566265 ########## 04/13/2022 10:45:12 - INFO - __main__ - ########## val_sw_acc 0.648995983935743 ########## 04/13/2022 10:45:17 - INFO - __main__ - ########## val_th_acc 0.6855421686746987 ########## 04/13/2022 10:45:21 - INFO - __main__ - ########## val_tr_acc 0.6943775100401607 ########## 04/13/2022 10:45:26 - INFO - __main__ - ########## val_ur_acc 0.619277108433735 ########## 04/13/2022 10:45:31 - INFO - __main__ - ########## val_vi_acc 0.7224899598393574 ########## 04/13/2022 10:45:35 - INFO - __main__ - ########## val_zh_acc 0.7405622489959839 ########## 04/13/2022 10:45:44 - INFO - __main__ - ########## test_ar_acc 0.7007984031936128 ########## 04/13/2022 10:45:53 - INFO - __main__ - ########## test_bg_acc 0.7512974051896207 ########## 04/13/2022 10:46:03 - INFO - __main__ - ########## test_de_acc 0.7534930139720559 ########## 04/13/2022 10:46:12 - INFO - __main__ - ########## test_el_acc 0.7317365269461078 ########## 04/13/2022 10:46:21 - INFO - __main__ - ########## test_en_acc 0.8423153692614771 ########## 04/13/2022 10:46:30 - INFO - __main__ - ########## test_es_acc 0.7760479041916167 ########## 04/13/2022 10:46:40 - INFO - __main__ - ########## test_fr_acc 0.7678642714570858 ########## 04/13/2022 10:46:50 - INFO - __main__ - ########## test_hi_acc 0.6574850299401198 ########## 04/13/2022 10:46:59 - INFO - __main__ - ########## test_ru_acc 0.7313373253493014 ########## 04/13/2022 10:47:08 - INFO - __main__ - ########## test_sw_acc 0.6692614770459082 ########## 04/13/2022 10:47:17 - INFO - __main__ - ########## test_th_acc 0.6850299401197605 ########## 04/13/2022 10:47:26 - INFO - __main__ - ########## test_tr_acc 0.6942115768463074 ########## 04/13/2022 10:47:36 - INFO - __main__ - ########## test_ur_acc 0.6301397205588822 ########## 04/13/2022 10:47:45 - INFO - __main__ - ########## test_vi_acc 0.712375249500998 ########## 04/13/2022 10:47:54 - INFO - __main__ - ########## test_zh_acc 0.7189620758483034 ########## 04/13/2022 10:47:54 - INFO - __main__ - val_ar_acc = 0.6971887550200804 04/13/2022 10:47:54 - INFO - __main__ - val_bg_acc = 0.7421686746987952 04/13/2022 10:47:54 - INFO - __main__ - val_de_acc = 0.7465863453815261 04/13/2022 10:47:54 - INFO - __main__ - val_el_acc = 0.7345381526104418 04/13/2022 10:47:54 - INFO - __main__ - val_en_acc = 0.8429718875502008 04/13/2022 10:47:54 - INFO - __main__ - val_es_acc = 0.7779116465863454 04/13/2022 10:47:54 - INFO - __main__ - val_fr_acc = 0.7650602409638554 04/13/2022 10:47:54 - INFO - __main__ - val_hi_acc = 0.6718875502008033 04/13/2022 10:47:54 - INFO - __main__ - val_ru_acc = 0.7180722891566265 04/13/2022 10:47:54 - INFO - __main__ - val_sw_acc = 0.648995983935743 04/13/2022 10:47:54 - INFO - __main__ - val_th_acc = 0.6855421686746987 04/13/2022 10:47:54 - INFO - __main__ - val_tr_acc = 0.6943775100401607 04/13/2022 10:47:54 - INFO - __main__ - val_ur_acc = 0.619277108433735 04/13/2022 10:47:54 - INFO - __main__ - val_vi_acc = 0.7224899598393574 04/13/2022 10:47:54 - INFO - __main__ - val_zh_acc = 0.7405622489959839 04/13/2022 10:47:54 - INFO - __main__ - val_avg_acc = 0.7205087014725569 04/13/2022 10:47:54 - INFO - __main__ - test_ar_acc = 0.7007984031936128 04/13/2022 10:47:54 - INFO - __main__ - test_bg_acc = 0.7512974051896207 04/13/2022 10:47:54 - INFO - __main__ - test_de_acc = 0.7534930139720559 04/13/2022 10:47:54 - INFO - __main__ - test_el_acc = 0.7317365269461078 04/13/2022 10:47:54 - INFO - __main__ - test_en_acc = 0.8423153692614771 04/13/2022 10:47:54 - INFO - __main__ - test_es_acc = 0.7760479041916167 04/13/2022 10:47:54 - INFO - __main__ - test_fr_acc = 0.7678642714570858 04/13/2022 10:47:54 - INFO - __main__ - test_hi_acc = 0.6574850299401198 04/13/2022 10:47:54 - INFO - __main__ - test_ru_acc = 0.7313373253493014 04/13/2022 10:47:54 - INFO - __main__ - test_sw_acc = 0.6692614770459082 04/13/2022 10:47:54 - INFO - __main__ - test_th_acc = 0.6850299401197605 04/13/2022 10:47:54 - INFO - __main__ - test_tr_acc = 0.6942115768463074 04/13/2022 10:47:54 - INFO - __main__ - test_ur_acc = 0.6301397205588822 04/13/2022 10:47:54 - INFO - __main__ - test_vi_acc = 0.712375249500998 04/13/2022 10:47:54 - INFO - __main__ - test_zh_acc = 0.7189620758483034 04/13/2022 10:47:54 - INFO - __main__ - test_avg_acc = 0.721490352628077 04/13/2022 10:47:55 - INFO - utils - remove old ckpt: xnli_right_avg_new/ckpt/step-395000-test_avg_acc-0.721490352628077-val_avg_acc-0.7205087014725569 04/13/2022 10:47:55 - INFO - __main__ - ********** Evaluating Done ********** 04/13/2022 10:48:00 - INFO - __main__ - global_steps 395050 loss: 0.19623596 04/13/2022 10:48:05 - INFO - __main__ - global_steps 395100 loss: 0.08782730 04/13/2022 10:48:10 - INFO - __main__ - global_steps 395150 loss: 0.12430231 04/13/2022 10:48:15 - INFO - __main__ - global_steps 395200 loss: 0.09843534 04/13/2022 10:48:19 - INFO - __main__ - global_steps 395250 loss: 0.16866173 04/13/2022 10:48:24 - INFO - __main__ - global_steps 395300 loss: 0.12406148 04/13/2022 10:48:29 - INFO - __main__ - global_steps 395350 loss: 0.11055480 04/13/2022 10:48:33 - INFO - __main__ - global_steps 395400 loss: 0.06705658 04/13/2022 10:48:38 - INFO - __main__ - global_steps 395450 loss: 0.11396570 04/13/2022 10:48:43 - INFO - __main__ - global_steps 395500 loss: 0.07499671 04/13/2022 10:48:48 - INFO - __main__ - global_steps 395550 loss: 0.11893281 04/13/2022 10:48:53 - INFO - __main__ - global_steps 395600 loss: 0.08434208 04/13/2022 10:48:57 - INFO - __main__ - global_steps 395650 loss: 0.08807314 04/13/2022 10:49:02 - INFO - __main__ - global_steps 395700 loss: 0.09168967 04/13/2022 10:49:07 - INFO - __main__ - global_steps 395750 loss: 0.06570755 04/13/2022 10:49:12 - INFO - __main__ - global_steps 395800 loss: 0.07322869 04/13/2022 10:49:17 - INFO - __main__ - global_steps 395850 loss: 0.09945366 04/13/2022 10:49:21 - INFO - __main__ - global_steps 395900 loss: 0.07333135 04/13/2022 10:49:26 - INFO - __main__ - global_steps 395950 loss: 0.06042394 04/13/2022 10:49:31 - INFO - __main__ - global_steps 396000 loss: 0.15539541 04/13/2022 10:49:36 - INFO - __main__ - global_steps 396050 loss: 0.14122641 04/13/2022 10:49:40 - INFO - __main__ - global_steps 396100 loss: 0.11301519 04/13/2022 10:49:45 - INFO - __main__ - global_steps 396150 loss: 0.13336432 04/13/2022 10:49:50 - INFO - __main__ - global_steps 396200 loss: 0.08454961 04/13/2022 10:49:54 - INFO - __main__ - global_steps 396250 loss: 0.13757497 04/13/2022 10:49:59 - INFO - __main__ - global_steps 396300 loss: 0.13204808 04/13/2022 10:50:04 - INFO - __main__ - global_steps 396350 loss: 0.11569489 04/13/2022 10:50:09 - INFO - __main__ - global_steps 396400 loss: 0.10272080 04/13/2022 10:50:13 - INFO - __main__ - global_steps 396450 loss: 0.08612786 04/13/2022 10:50:18 - INFO - __main__ - global_steps 396500 loss: 0.13419430 04/13/2022 10:50:23 - INFO - __main__ - global_steps 396550 loss: 0.08563804 04/13/2022 10:50:27 - INFO - __main__ - global_steps 396600 loss: 0.07528678 04/13/2022 10:50:32 - INFO - __main__ - global_steps 396650 loss: 0.07532122 04/13/2022 10:50:37 - INFO - __main__ - global_steps 396700 loss: 0.09813019 04/13/2022 10:50:41 - INFO - __main__ - global_steps 396750 loss: 0.09165092 04/13/2022 10:50:46 - INFO - __main__ - global_steps 396800 loss: 0.12372060 04/13/2022 10:50:51 - INFO - __main__ - global_steps 396850 loss: 0.08802116 04/13/2022 10:50:55 - INFO - __main__ - global_steps 396900 loss: 0.11501051 04/13/2022 10:51:00 - INFO - __main__ - global_steps 396950 loss: 0.08967799 04/13/2022 10:51:05 - INFO - __main__ - global_steps 397000 loss: 0.16165075 04/13/2022 10:51:10 - INFO - __main__ - global_steps 397050 loss: 0.09126135 04/13/2022 10:51:14 - INFO - __main__ - global_steps 397100 loss: 0.12740172 04/13/2022 10:51:19 - INFO - __main__ - global_steps 397150 loss: 0.13094307 04/13/2022 10:51:24 - INFO - __main__ - global_steps 397200 loss: 0.10410663 04/13/2022 10:51:29 - INFO - __main__ - global_steps 397250 loss: 0.12030449 04/13/2022 10:51:33 - INFO - __main__ - global_steps 397300 loss: 0.11509896 04/13/2022 10:51:38 - INFO - __main__ - global_steps 397350 loss: 0.08587530 04/13/2022 10:51:43 - INFO - __main__ - global_steps 397400 loss: 0.10986528 04/13/2022 10:51:47 - INFO - __main__ - global_steps 397450 loss: 0.11088137 04/13/2022 10:51:52 - INFO - __main__ - global_steps 397500 loss: 0.12065906 04/13/2022 10:51:52 - INFO - __main__ - ********** Running evaluating ********** 04/13/2022 10:51:56 - INFO - __main__ - ########## val_ar_acc 0.7180722891566265 ########## 04/13/2022 10:52:01 - INFO - __main__ - ########## val_bg_acc 0.7502008032128514 ########## 04/13/2022 10:52:06 - INFO - __main__ - ########## val_de_acc 0.7674698795180723 ########## 04/13/2022 10:52:10 - INFO - __main__ - ########## val_el_acc 0.7622489959839357 ########## 04/13/2022 10:52:15 - INFO - __main__ - ########## val_en_acc 0.8518072289156626 ########## 04/13/2022 10:52:19 - INFO - __main__ - ########## val_es_acc 0.7875502008032128 ########## 04/13/2022 10:52:24 - INFO - __main__ - ########## val_fr_acc 0.7855421686746988 ########## 04/13/2022 10:52:29 - INFO - __main__ - ########## val_hi_acc 0.6947791164658634 ########## 04/13/2022 10:52:33 - INFO - __main__ - ########## val_ru_acc 0.7285140562248996 ########## 04/13/2022 10:52:38 - INFO - __main__ - ########## val_sw_acc 0.6734939759036145 ########## 04/13/2022 10:52:42 - INFO - __main__ - ########## val_th_acc 0.7124497991967872 ########## 04/13/2022 10:52:47 - INFO - __main__ - ########## val_tr_acc 0.7224899598393574 ########## 04/13/2022 10:52:51 - INFO - __main__ - ########## val_ur_acc 0.6405622489959839 ########## 04/13/2022 10:52:56 - INFO - __main__ - ########## val_vi_acc 0.7461847389558233 ########## 04/13/2022 10:53:00 - INFO - __main__ - ########## val_zh_acc 0.7477911646586345 ########## 04/13/2022 10:53:09 - INFO - __main__ - ########## test_ar_acc 0.7279441117764471 ########## 04/13/2022 10:53:19 - INFO - __main__ - ########## test_bg_acc 0.7668662674650698 ########## 04/13/2022 10:53:28 - INFO - __main__ - ########## test_de_acc 0.7706586826347306 ########## 04/13/2022 10:53:38 - INFO - __main__ - ########## test_el_acc 0.7562874251497006 ########## 04/13/2022 10:53:47 - INFO - __main__ - ########## test_en_acc 0.8489021956087824 ########## 04/13/2022 10:53:56 - INFO - __main__ - ########## test_es_acc 0.7960079840319362 ########## 04/13/2022 10:54:06 - INFO - __main__ - ########## test_fr_acc 0.7832335329341318 ########## 04/13/2022 10:54:16 - INFO - __main__ - ########## test_hi_acc 0.6796407185628742 ########## 04/13/2022 10:54:25 - INFO - __main__ - ########## test_ru_acc 0.7526946107784431 ########## 04/13/2022 10:54:34 - INFO - __main__ - ########## test_sw_acc 0.6778443113772455 ########## 04/13/2022 10:54:43 - INFO - __main__ - ########## test_th_acc 0.7171656686626746 ########## 04/13/2022 10:54:52 - INFO - __main__ - ########## test_tr_acc 0.716566866267465 ########## 04/13/2022 10:55:02 - INFO - __main__ - ########## test_ur_acc 0.6485029940119761 ########## 04/13/2022 10:55:11 - INFO - __main__ - ########## test_vi_acc 0.7397205588822355 ########## 04/13/2022 10:55:20 - INFO - __main__ - ########## test_zh_acc 0.7435129740518962 ########## 04/13/2022 10:55:20 - INFO - __main__ - val_ar_acc = 0.7180722891566265 04/13/2022 10:55:20 - INFO - __main__ - val_bg_acc = 0.7502008032128514 04/13/2022 10:55:20 - INFO - __main__ - val_de_acc = 0.7674698795180723 04/13/2022 10:55:20 - INFO - __main__ - val_el_acc = 0.7622489959839357 04/13/2022 10:55:20 - INFO - __main__ - val_en_acc = 0.8518072289156626 04/13/2022 10:55:20 - INFO - __main__ - val_es_acc = 0.7875502008032128 04/13/2022 10:55:20 - INFO - __main__ - val_fr_acc = 0.7855421686746988 04/13/2022 10:55:20 - INFO - __main__ - val_hi_acc = 0.6947791164658634 04/13/2022 10:55:20 - INFO - __main__ - val_ru_acc = 0.7285140562248996 04/13/2022 10:55:20 - INFO - __main__ - val_sw_acc = 0.6734939759036145 04/13/2022 10:55:20 - INFO - __main__ - val_th_acc = 0.7124497991967872 04/13/2022 10:55:20 - INFO - __main__ - val_tr_acc = 0.7224899598393574 04/13/2022 10:55:20 - INFO - __main__ - val_ur_acc = 0.6405622489959839 04/13/2022 10:55:20 - INFO - __main__ - val_vi_acc = 0.7461847389558233 04/13/2022 10:55:20 - INFO - __main__ - val_zh_acc = 0.7477911646586345 04/13/2022 10:55:20 - INFO - __main__ - val_avg_acc = 0.739277108433735 04/13/2022 10:55:20 - INFO - __main__ - test_ar_acc = 0.7279441117764471 04/13/2022 10:55:20 - INFO - __main__ - test_bg_acc = 0.7668662674650698 04/13/2022 10:55:20 - INFO - __main__ - test_de_acc = 0.7706586826347306 04/13/2022 10:55:20 - INFO - __main__ - test_el_acc = 0.7562874251497006 04/13/2022 10:55:20 - INFO - __main__ - test_en_acc = 0.8489021956087824 04/13/2022 10:55:20 - INFO - __main__ - test_es_acc = 0.7960079840319362 04/13/2022 10:55:20 - INFO - __main__ - test_fr_acc = 0.7832335329341318 04/13/2022 10:55:20 - INFO - __main__ - test_hi_acc = 0.6796407185628742 04/13/2022 10:55:20 - INFO - __main__ - test_ru_acc = 0.7526946107784431 04/13/2022 10:55:20 - INFO - __main__ - test_sw_acc = 0.6778443113772455 04/13/2022 10:55:20 - INFO - __main__ - test_th_acc = 0.7171656686626746 04/13/2022 10:55:20 - INFO - __main__ - test_tr_acc = 0.716566866267465 04/13/2022 10:55:20 - INFO - __main__ - test_ur_acc = 0.6485029940119761 04/13/2022 10:55:20 - INFO - __main__ - test_vi_acc = 0.7397205588822355 04/13/2022 10:55:20 - INFO - __main__ - test_zh_acc = 0.7435129740518962 04/13/2022 10:55:20 - INFO - __main__ - test_avg_acc = 0.7417032601463738 04/13/2022 10:55:21 - INFO - utils - remove old ckpt: xnli_right_avg_new/ckpt/step-397500-test_avg_acc-0.7417032601463738-val_avg_acc-0.739277108433735 04/13/2022 10:55:21 - INFO - __main__ - ********** Evaluating Done ********** 04/13/2022 10:55:26 - INFO - __main__ - global_steps 397550 loss: 0.08706493 04/13/2022 10:55:31 - INFO - __main__ - global_steps 397600 loss: 0.12779922 04/13/2022 10:55:35 - INFO - __main__ - global_steps 397650 loss: 0.09662214 04/13/2022 10:55:40 - INFO - __main__ - global_steps 397700 loss: 0.09896681 04/13/2022 10:55:45 - INFO - __main__ - global_steps 397750 loss: 0.07464688 04/13/2022 10:55:50 - INFO - __main__ - global_steps 397800 loss: 0.08036488 04/13/2022 10:55:54 - INFO - __main__ - global_steps 397850 loss: 0.09289641 04/13/2022 10:55:59 - INFO - __main__ - global_steps 397900 loss: 0.11962241 04/13/2022 10:56:03 - INFO - __main__ - global_steps 397950 loss: 0.11716055 04/13/2022 10:56:08 - INFO - __main__ - global_steps 398000 loss: 0.15988077 04/13/2022 10:56:13 - INFO - __main__ - global_steps 398050 loss: 0.16954439 04/13/2022 10:56:17 - INFO - __main__ - global_steps 398100 loss: 0.13591311 04/13/2022 10:56:22 - INFO - __main__ - global_steps 398150 loss: 0.13699373 04/13/2022 10:56:27 - INFO - __main__ - global_steps 398200 loss: 0.10503452 04/13/2022 10:56:31 - INFO - __main__ - global_steps 398250 loss: 0.11011776 04/13/2022 10:56:36 - INFO - __main__ - global_steps 398300 loss: 0.12055757 04/13/2022 10:56:41 - INFO - __main__ - global_steps 398350 loss: 0.11839949 04/13/2022 10:56:45 - INFO - __main__ - global_steps 398400 loss: 0.07770542 04/13/2022 10:56:50 - INFO - __main__ - global_steps 398450 loss: 0.08289600 04/13/2022 10:56:55 - INFO - __main__ - global_steps 398500 loss: 0.09492129 04/13/2022 10:57:00 - INFO - __main__ - global_steps 398550 loss: 0.10790847 04/13/2022 10:57:04 - INFO - __main__ - global_steps 398600 loss: 0.09733477 04/13/2022 10:57:09 - INFO - __main__ - global_steps 398650 loss: 0.12701744 04/13/2022 10:57:14 - INFO - __main__ - global_steps 398700 loss: 0.11710272 04/13/2022 10:57:19 - INFO - __main__ - global_steps 398750 loss: 0.09674489 04/13/2022 10:57:23 - INFO - __main__ - global_steps 398800 loss: 0.06153478 04/13/2022 10:57:28 - INFO - __main__ - global_steps 398850 loss: 0.10163819 04/13/2022 10:57:33 - INFO - __main__ - global_steps 398900 loss: 0.11071275 04/13/2022 10:57:37 - INFO - __main__ - global_steps 398950 loss: 0.06328473 04/13/2022 10:57:42 - INFO - __main__ - global_steps 399000 loss: 0.09408342 04/13/2022 10:57:47 - INFO - __main__ - global_steps 399050 loss: 0.11144089 04/13/2022 10:57:52 - INFO - __main__ - global_steps 399100 loss: 0.10226322 04/13/2022 10:57:56 - INFO - __main__ - global_steps 399150 loss: 0.09939062 04/13/2022 10:58:01 - INFO - __main__ - global_steps 399200 loss: 0.15628800 04/13/2022 10:58:06 - INFO - __main__ - global_steps 399250 loss: 0.07194583 04/13/2022 10:58:10 - INFO - __main__ - global_steps 399300 loss: 0.09242472 04/13/2022 10:58:15 - INFO - __main__ - global_steps 399350 loss: 0.04566040 04/13/2022 10:58:20 - INFO - __main__ - global_steps 399400 loss: 0.08483571 04/13/2022 10:58:25 - INFO - __main__ - global_steps 399450 loss: 0.14889474 04/13/2022 10:58:29 - INFO - __main__ - global_steps 399500 loss: 0.11403610 04/13/2022 10:58:34 - INFO - __main__ - global_steps 399550 loss: 0.09532519 04/13/2022 10:58:39 - INFO - __main__ - global_steps 399600 loss: 0.11920088 04/13/2022 10:58:44 - INFO - __main__ - global_steps 399650 loss: 0.10817020 04/13/2022 10:58:48 - INFO - __main__ - global_steps 399700 loss: 0.14680608 04/13/2022 10:58:53 - INFO - __main__ - global_steps 399750 loss: 0.13581661 04/13/2022 10:58:58 - INFO - __main__ - global_steps 399800 loss: 0.08041480 04/13/2022 10:59:02 - INFO - __main__ - global_steps 399850 loss: 0.10490727 04/13/2022 10:59:07 - INFO - __main__ - global_steps 399900 loss: 0.09941764 04/13/2022 10:59:12 - INFO - __main__ - global_steps 399950 loss: 0.07586565 04/13/2022 10:59:17 - INFO - __main__ - global_steps 400000 loss: 0.09640015 04/13/2022 10:59:17 - INFO - __main__ - ********** Running evaluating ********** 04/13/2022 10:59:21 - INFO - __main__ - ########## val_ar_acc 0.6903614457831325 ########## 04/13/2022 10:59:26 - INFO - __main__ - ########## val_bg_acc 0.7317269076305221 ########## 04/13/2022 10:59:30 - INFO - __main__ - ########## val_de_acc 0.736144578313253 ########## 04/13/2022 10:59:35 - INFO - __main__ - ########## val_el_acc 0.7345381526104418 ########## 04/13/2022 10:59:39 - INFO - __main__ - ########## val_en_acc 0.838152610441767 ########## 04/13/2022 10:59:44 - INFO - __main__ - ########## val_es_acc 0.7718875502008032 ########## 04/13/2022 10:59:48 - INFO - __main__ - ########## val_fr_acc 0.7670682730923695 ########## 04/13/2022 10:59:53 - INFO - __main__ - ########## val_hi_acc 0.6574297188755021 ########## 04/13/2022 10:59:58 - INFO - __main__ - ########## val_ru_acc 0.7144578313253012 ########## 04/13/2022 11:00:02 - INFO - __main__ - ########## val_sw_acc 0.6457831325301204 ########## 04/13/2022 11:00:07 - INFO - __main__ - ########## val_th_acc 0.6726907630522089 ########## 04/13/2022 11:00:11 - INFO - __main__ - ########## val_tr_acc 0.6879518072289157 ########## 04/13/2022 11:00:16 - INFO - __main__ - ########## val_ur_acc 0.6156626506024097 ########## 04/13/2022 11:00:20 - INFO - __main__ - ########## val_vi_acc 0.7196787148594378 ########## 04/13/2022 11:00:25 - INFO - __main__ - ########## val_zh_acc 0.7224899598393574 ########## 04/13/2022 11:00:34 - INFO - __main__ - ########## test_ar_acc 0.6984031936127745 ########## 04/13/2022 11:00:43 - INFO - __main__ - ########## test_bg_acc 0.7429141716566866 ########## 04/13/2022 11:00:53 - INFO - __main__ - ########## test_de_acc 0.744311377245509 ########## 04/13/2022 11:01:02 - INFO - __main__ - ########## test_el_acc 0.7237524950099801 ########## 04/13/2022 11:01:11 - INFO - __main__ - ########## test_en_acc 0.8383233532934131 ########## 04/13/2022 11:01:20 - INFO - __main__ - ########## test_es_acc 0.7706586826347306 ########## 04/13/2022 11:01:30 - INFO - __main__ - ########## test_fr_acc 0.7648702594810379 ########## 04/13/2022 11:01:40 - INFO - __main__ - ########## test_hi_acc 0.65249500998004 ########## 04/13/2022 11:01:49 - INFO - __main__ - ########## test_ru_acc 0.7229540918163673 ########## 04/13/2022 11:01:58 - INFO - __main__ - ########## test_sw_acc 0.6538922155688622 ########## 04/13/2022 11:02:07 - INFO - __main__ - ########## test_th_acc 0.6810379241516966 ########## 04/13/2022 11:02:16 - INFO - __main__ - ########## test_tr_acc 0.6908183632734531 ########## 04/13/2022 11:02:25 - INFO - __main__ - ########## test_ur_acc 0.6149700598802396 ########## 04/13/2022 11:02:34 - INFO - __main__ - ########## test_vi_acc 0.7099800399201597 ########## 04/13/2022 11:02:43 - INFO - __main__ - ########## test_zh_acc 0.7135728542914171 ########## 04/13/2022 11:02:43 - INFO - __main__ - val_ar_acc = 0.6903614457831325 04/13/2022 11:02:43 - INFO - __main__ - val_bg_acc = 0.7317269076305221 04/13/2022 11:02:43 - INFO - __main__ - val_de_acc = 0.736144578313253 04/13/2022 11:02:43 - INFO - __main__ - val_el_acc = 0.7345381526104418 04/13/2022 11:02:43 - INFO - __main__ - val_en_acc = 0.838152610441767 04/13/2022 11:02:43 - INFO - __main__ - val_es_acc = 0.7718875502008032 04/13/2022 11:02:43 - INFO - __main__ - val_fr_acc = 0.7670682730923695 04/13/2022 11:02:43 - INFO - __main__ - val_hi_acc = 0.6574297188755021 04/13/2022 11:02:43 - INFO - __main__ - val_ru_acc = 0.7144578313253012 04/13/2022 11:02:43 - INFO - __main__ - val_sw_acc = 0.6457831325301204 04/13/2022 11:02:43 - INFO - __main__ - val_th_acc = 0.6726907630522089 04/13/2022 11:02:43 - INFO - __main__ - val_tr_acc = 0.6879518072289157 04/13/2022 11:02:43 - INFO - __main__ - val_ur_acc = 0.6156626506024097 04/13/2022 11:02:43 - INFO - __main__ - val_vi_acc = 0.7196787148594378 04/13/2022 11:02:43 - INFO - __main__ - val_zh_acc = 0.7224899598393574 04/13/2022 11:02:43 - INFO - __main__ - val_avg_acc = 0.713734939759036 04/13/2022 11:02:43 - INFO - __main__ - test_ar_acc = 0.6984031936127745 04/13/2022 11:02:43 - INFO - __main__ - test_bg_acc = 0.7429141716566866 04/13/2022 11:02:43 - INFO - __main__ - test_de_acc = 0.744311377245509 04/13/2022 11:02:43 - INFO - __main__ - test_el_acc = 0.7237524950099801 04/13/2022 11:02:43 - INFO - __main__ - test_en_acc = 0.8383233532934131 04/13/2022 11:02:43 - INFO - __main__ - test_es_acc = 0.7706586826347306 04/13/2022 11:02:43 - INFO - __main__ - test_fr_acc = 0.7648702594810379 04/13/2022 11:02:43 - INFO - __main__ - test_hi_acc = 0.65249500998004 04/13/2022 11:02:43 - INFO - __main__ - test_ru_acc = 0.7229540918163673 04/13/2022 11:02:43 - INFO - __main__ - test_sw_acc = 0.6538922155688622 04/13/2022 11:02:43 - INFO - __main__ - test_th_acc = 0.6810379241516966 04/13/2022 11:02:43 - INFO - __main__ - test_tr_acc = 0.6908183632734531 04/13/2022 11:02:43 - INFO - __main__ - test_ur_acc = 0.6149700598802396 04/13/2022 11:02:43 - INFO - __main__ - test_vi_acc = 0.7099800399201597 04/13/2022 11:02:43 - INFO - __main__ - test_zh_acc = 0.7135728542914171 04/13/2022 11:02:43 - INFO - __main__ - test_avg_acc = 0.714863606121091 04/13/2022 11:02:44 - INFO - utils - remove old ckpt: xnli_right_avg_new/ckpt/step-400000-test_avg_acc-0.714863606121091-val_avg_acc-0.713734939759036 04/13/2022 11:02:44 - INFO - __main__ - ********** Evaluating Done ********** 04/13/2022 11:02:49 - INFO - __main__ - global_steps 400050 loss: 0.10696780 04/13/2022 11:02:54 - INFO - __main__ - global_steps 400100 loss: 0.12046993 04/13/2022 11:02:58 - INFO - __main__ - global_steps 400150 loss: 0.09309833 04/13/2022 11:03:03 - INFO - __main__ - global_steps 400200 loss: 0.11333760 04/13/2022 11:03:08 - INFO - __main__ - global_steps 400250 loss: 0.13870217 04/13/2022 11:03:12 - INFO - __main__ - global_steps 400300 loss: 0.12349117 04/13/2022 11:03:17 - INFO - __main__ - global_steps 400350 loss: 0.07390203 04/13/2022 11:03:21 - INFO - __main__ - global_steps 400400 loss: 0.11048004 04/13/2022 11:03:26 - INFO - __main__ - global_steps 400450 loss: 0.07225915 04/13/2022 11:03:31 - INFO - __main__ - global_steps 400500 loss: 0.09210792 04/13/2022 11:03:35 - INFO - __main__ - global_steps 400550 loss: 0.09680858 04/13/2022 11:03:40 - INFO - __main__ - global_steps 400600 loss: 0.14979256 04/13/2022 11:03:45 - INFO - __main__ - global_steps 400650 loss: 0.09570468 04/13/2022 11:03:49 - INFO - __main__ - global_steps 400700 loss: 0.09301859 04/13/2022 11:03:54 - INFO - __main__ - global_steps 400750 loss: 0.10352115 04/13/2022 11:03:58 - INFO - __main__ - global_steps 400800 loss: 0.15500532 04/13/2022 11:04:03 - INFO - __main__ - global_steps 400850 loss: 0.16020867 04/13/2022 11:04:08 - INFO - __main__ - global_steps 400900 loss: 0.11653635 04/13/2022 11:04:12 - INFO - __main__ - global_steps 400950 loss: 0.09093167 04/13/2022 11:04:17 - INFO - __main__ - global_steps 401000 loss: 0.10596554 04/13/2022 11:04:22 - INFO - __main__ - global_steps 401050 loss: 0.12444370 04/13/2022 11:04:26 - INFO - __main__ - global_steps 401100 loss: 0.12068725 04/13/2022 11:04:31 - INFO - __main__ - global_steps 401150 loss: 0.16252849 04/13/2022 11:04:36 - INFO - __main__ - global_steps 401200 loss: 0.12044281 04/13/2022 11:04:40 - INFO - __main__ - global_steps 401250 loss: 0.16368092 04/13/2022 11:04:45 - INFO - __main__ - global_steps 401300 loss: 0.14190635 04/13/2022 11:04:49 - INFO - __main__ - global_steps 401350 loss: 0.11200851 04/13/2022 11:04:54 - INFO - __main__ - global_steps 401400 loss: 0.13732950 04/13/2022 11:04:59 - INFO - __main__ - global_steps 401450 loss: 0.08322703 04/13/2022 11:05:03 - INFO - __main__ - global_steps 401500 loss: 0.10062907 04/13/2022 11:05:08 - INFO - __main__ - global_steps 401550 loss: 0.13704180 04/13/2022 11:05:13 - INFO - __main__ - global_steps 401600 loss: 0.09376879 04/13/2022 11:05:17 - INFO - __main__ - global_steps 401650 loss: 0.13313177 04/13/2022 11:05:22 - INFO - __main__ - global_steps 401700 loss: 0.06988960 04/13/2022 11:05:27 - INFO - __main__ - global_steps 401750 loss: 0.07014614 04/13/2022 11:05:31 - INFO - __main__ - global_steps 401800 loss: 0.10633630 04/13/2022 11:05:36 - INFO - __main__ - global_steps 401850 loss: 0.12440180 04/13/2022 11:05:41 - INFO - __main__ - global_steps 401900 loss: 0.03254327 04/13/2022 11:05:45 - INFO - __main__ - global_steps 401950 loss: 0.12472102 04/13/2022 11:05:50 - INFO - __main__ - global_steps 402000 loss: 0.07793888 04/13/2022 11:05:54 - INFO - __main__ - global_steps 402050 loss: 0.08796601 04/13/2022 11:05:59 - INFO - __main__ - global_steps 402100 loss: 0.10888081 04/13/2022 11:06:04 - INFO - __main__ - global_steps 402150 loss: 0.07368946 04/13/2022 11:06:08 - INFO - __main__ - global_steps 402200 loss: 0.09795482 04/13/2022 11:06:13 - INFO - __main__ - global_steps 402250 loss: 0.11882566 04/13/2022 11:06:18 - INFO - __main__ - global_steps 402300 loss: 0.11027311 04/13/2022 11:06:22 - INFO - __main__ - global_steps 402350 loss: 0.13708734 04/13/2022 11:06:27 - INFO - __main__ - global_steps 402400 loss: 0.13806125 04/13/2022 11:06:32 - INFO - __main__ - global_steps 402450 loss: 0.13509318 04/13/2022 11:06:36 - INFO - __main__ - global_steps 402500 loss: 0.09069756 04/13/2022 11:06:36 - INFO - __main__ - ********** Running evaluating ********** 04/13/2022 11:06:41 - INFO - __main__ - ########## val_ar_acc 0.7056224899598393 ########## 04/13/2022 11:06:45 - INFO - __main__ - ########## val_bg_acc 0.7413654618473896 ########## 04/13/2022 11:06:50 - INFO - __main__ - ########## val_de_acc 0.7514056224899598 ########## 04/13/2022 11:06:54 - INFO - __main__ - ########## val_el_acc 0.7449799196787149 ########## 04/13/2022 11:06:59 - INFO - __main__ - ########## val_en_acc 0.8437751004016064 ########## 04/13/2022 11:07:03 - INFO - __main__ - ########## val_es_acc 0.7827309236947791 ########## 04/13/2022 11:07:08 - INFO - __main__ - ########## val_fr_acc 0.7755020080321285 ########## 04/13/2022 11:07:12 - INFO - __main__ - ########## val_hi_acc 0.6775100401606425 ########## 04/13/2022 11:07:17 - INFO - __main__ - ########## val_ru_acc 0.7220883534136546 ########## 04/13/2022 11:07:21 - INFO - __main__ - ########## val_sw_acc 0.6457831325301204 ########## 04/13/2022 11:07:26 - INFO - __main__ - ########## val_th_acc 0.6995983935742972 ########## 04/13/2022 11:07:30 - INFO - __main__ - ########## val_tr_acc 0.7008032128514057 ########## 04/13/2022 11:07:35 - INFO - __main__ - ########## val_ur_acc 0.6289156626506024 ########## 04/13/2022 11:07:39 - INFO - __main__ - ########## val_vi_acc 0.7301204819277108 ########## 04/13/2022 11:07:43 - INFO - __main__ - ########## val_zh_acc 0.744578313253012 ########## 04/13/2022 11:07:52 - INFO - __main__ - ########## test_ar_acc 0.7001996007984032 ########## 04/13/2022 11:08:01 - INFO - __main__ - ########## test_bg_acc 0.7489021956087825 ########## 04/13/2022 11:08:10 - INFO - __main__ - ########## test_de_acc 0.7578842315369262 ########## 04/13/2022 11:08:19 - INFO - __main__ - ########## test_el_acc 0.7403193612774451 ########## 04/13/2022 11:08:28 - INFO - __main__ - ########## test_en_acc 0.8377245508982036 ########## 04/13/2022 11:08:36 - INFO - __main__ - ########## test_es_acc 0.7858283433133733 ########## 04/13/2022 11:08:45 - INFO - __main__ - ########## test_fr_acc 0.7706586826347306 ########## 04/13/2022 11:08:54 - INFO - __main__ - ########## test_hi_acc 0.6636726546906188 ########## 04/13/2022 11:09:03 - INFO - __main__ - ########## test_ru_acc 0.7389221556886227 ########## 04/13/2022 11:09:12 - INFO - __main__ - ########## test_sw_acc 0.666067864271457 ########## 04/13/2022 11:09:20 - INFO - __main__ - ########## test_th_acc 0.7043912175648702 ########## 04/13/2022 11:09:29 - INFO - __main__ - ########## test_tr_acc 0.6962075848303393 ########## 04/13/2022 11:09:38 - INFO - __main__ - ########## test_ur_acc 0.6285429141716566 ########## 04/13/2022 11:09:47 - INFO - __main__ - ########## test_vi_acc 0.720558882235529 ########## 04/13/2022 11:09:56 - INFO - __main__ - ########## test_zh_acc 0.7243512974051897 ########## 04/13/2022 11:09:56 - INFO - __main__ - val_ar_acc = 0.7056224899598393 04/13/2022 11:09:56 - INFO - __main__ - val_bg_acc = 0.7413654618473896 04/13/2022 11:09:56 - INFO - __main__ - val_de_acc = 0.7514056224899598 04/13/2022 11:09:56 - INFO - __main__ - val_el_acc = 0.7449799196787149 04/13/2022 11:09:56 - INFO - __main__ - val_en_acc = 0.8437751004016064 04/13/2022 11:09:56 - INFO - __main__ - val_es_acc = 0.7827309236947791 04/13/2022 11:09:56 - INFO - __main__ - val_fr_acc = 0.7755020080321285 04/13/2022 11:09:56 - INFO - __main__ - val_hi_acc = 0.6775100401606425 04/13/2022 11:09:56 - INFO - __main__ - val_ru_acc = 0.7220883534136546 04/13/2022 11:09:56 - INFO - __main__ - val_sw_acc = 0.6457831325301204 04/13/2022 11:09:56 - INFO - __main__ - val_th_acc = 0.6995983935742972 04/13/2022 11:09:56 - INFO - __main__ - val_tr_acc = 0.7008032128514057 04/13/2022 11:09:56 - INFO - __main__ - val_ur_acc = 0.6289156626506024 04/13/2022 11:09:56 - INFO - __main__ - val_vi_acc = 0.7301204819277108 04/13/2022 11:09:56 - INFO - __main__ - val_zh_acc = 0.744578313253012 04/13/2022 11:09:56 - INFO - __main__ - val_avg_acc = 0.7263186077643908 04/13/2022 11:09:56 - INFO - __main__ - test_ar_acc = 0.7001996007984032 04/13/2022 11:09:56 - INFO - __main__ - test_bg_acc = 0.7489021956087825 04/13/2022 11:09:56 - INFO - __main__ - test_de_acc = 0.7578842315369262 04/13/2022 11:09:56 - INFO - __main__ - test_el_acc = 0.7403193612774451 04/13/2022 11:09:56 - INFO - __main__ - test_en_acc = 0.8377245508982036 04/13/2022 11:09:56 - INFO - __main__ - test_es_acc = 0.7858283433133733 04/13/2022 11:09:56 - INFO - __main__ - test_fr_acc = 0.7706586826347306 04/13/2022 11:09:56 - INFO - __main__ - test_hi_acc = 0.6636726546906188 04/13/2022 11:09:56 - INFO - __main__ - test_ru_acc = 0.7389221556886227 04/13/2022 11:09:56 - INFO - __main__ - test_sw_acc = 0.666067864271457 04/13/2022 11:09:56 - INFO - __main__ - test_th_acc = 0.7043912175648702 04/13/2022 11:09:56 - INFO - __main__ - test_tr_acc = 0.6962075848303393 04/13/2022 11:09:56 - INFO - __main__ - test_ur_acc = 0.6285429141716566 04/13/2022 11:09:56 - INFO - __main__ - test_vi_acc = 0.720558882235529 04/13/2022 11:09:56 - INFO - __main__ - test_zh_acc = 0.7243512974051897 04/13/2022 11:09:56 - INFO - __main__ - test_avg_acc = 0.7256154357950765 04/13/2022 11:09:57 - INFO - utils - remove old ckpt: xnli_right_avg_new/ckpt/step-402500-test_avg_acc-0.7256154357950765-val_avg_acc-0.7263186077643908 04/13/2022 11:09:57 - INFO - __main__ - ********** Evaluating Done ********** 04/13/2022 11:10:02 - INFO - __main__ - global_steps 402550 loss: 0.12567451 04/13/2022 11:10:07 - INFO - __main__ - global_steps 402600 loss: 0.10517527 04/13/2022 11:10:11 - INFO - __main__ - global_steps 402650 loss: 0.11666936 04/13/2022 11:10:16 - INFO - __main__ - global_steps 402700 loss: 0.15903322 04/13/2022 11:10:21 - INFO - __main__ - global_steps 402750 loss: 0.08445144 04/13/2022 11:10:25 - INFO - __main__ - global_steps 402800 loss: 0.09669818 04/13/2022 11:10:30 - INFO - __main__ - global_steps 402850 loss: 0.13737745 04/13/2022 11:10:35 - INFO - __main__ - global_steps 402900 loss: 0.09331918 04/13/2022 11:10:39 - INFO - __main__ - global_steps 402950 loss: 0.09515438 04/13/2022 11:10:44 - INFO - __main__ - global_steps 403000 loss: 0.15828490 04/13/2022 11:10:48 - INFO - __main__ - global_steps 403050 loss: 0.07445664 04/13/2022 11:10:53 - INFO - __main__ - global_steps 403100 loss: 0.09678474 04/13/2022 11:10:58 - INFO - __main__ - global_steps 403150 loss: 0.07130139 04/13/2022 11:11:02 - INFO - __main__ - global_steps 403200 loss: 0.11291820 04/13/2022 11:11:07 - INFO - __main__ - global_steps 403250 loss: 0.11970574 04/13/2022 11:11:12 - INFO - __main__ - global_steps 403300 loss: 0.06711269 04/13/2022 11:11:16 - INFO - __main__ - global_steps 403350 loss: 0.10595342 04/13/2022 11:11:21 - INFO - __main__ - global_steps 403400 loss: 0.11920107 04/13/2022 11:11:26 - INFO - __main__ - global_steps 403450 loss: 0.13499950 04/13/2022 11:11:30 - INFO - __main__ - global_steps 403500 loss: 0.11131478 04/13/2022 11:11:34 - INFO - __main__ - global_steps 403550 loss: 0.09145604 04/13/2022 11:11:39 - INFO - __main__ - global_steps 403600 loss: 0.08766057 04/13/2022 11:11:43 - INFO - __main__ - global_steps 403650 loss: 0.10279502 04/13/2022 11:11:48 - INFO - __main__ - global_steps 403700 loss: 0.10555508 04/13/2022 11:11:53 - INFO - __main__ - global_steps 403750 loss: 0.11653154 04/13/2022 11:11:57 - INFO - __main__ - global_steps 403800 loss: 0.14426742 04/13/2022 11:12:02 - INFO - __main__ - global_steps 403850 loss: 0.10426222 04/13/2022 11:12:07 - INFO - __main__ - global_steps 403900 loss: 0.13727995 04/13/2022 11:12:11 - INFO - __main__ - global_steps 403950 loss: 0.13783499 04/13/2022 11:12:16 - INFO - __main__ - global_steps 404000 loss: 0.11327816 04/13/2022 11:12:20 - INFO - __main__ - global_steps 404050 loss: 0.08526635 04/13/2022 11:12:25 - INFO - __main__ - global_steps 404100 loss: 0.06935191 04/13/2022 11:12:30 - INFO - __main__ - global_steps 404150 loss: 0.13417188 04/13/2022 11:12:34 - INFO - __main__ - global_steps 404200 loss: 0.08130719 04/13/2022 11:12:39 - INFO - __main__ - global_steps 404250 loss: 0.09380434 04/13/2022 11:12:44 - INFO - __main__ - global_steps 404300 loss: 0.11188465 04/13/2022 11:12:48 - INFO - __main__ - global_steps 404350 loss: 0.12013152 04/13/2022 11:12:53 - INFO - __main__ - global_steps 404400 loss: 0.14148749 04/13/2022 11:12:57 - INFO - __main__ - global_steps 404450 loss: 0.12286726 04/13/2022 11:13:01 - INFO - __main__ - global_steps 404500 loss: 0.11913083 04/13/2022 11:13:06 - INFO - __main__ - global_steps 404550 loss: 0.07821366 04/13/2022 11:13:10 - INFO - __main__ - global_steps 404600 loss: 0.10490088 04/13/2022 11:13:15 - INFO - __main__ - global_steps 404650 loss: 0.07271838 04/13/2022 11:13:19 - INFO - __main__ - global_steps 404700 loss: 0.10466580 04/13/2022 11:13:24 - INFO - __main__ - global_steps 404750 loss: 0.14169554 04/13/2022 11:13:29 - INFO - __main__ - global_steps 404800 loss: 0.07022090 04/13/2022 11:13:33 - INFO - __main__ - global_steps 404850 loss: 0.08009851 04/13/2022 11:13:38 - INFO - __main__ - global_steps 404900 loss: 0.14187177 04/13/2022 11:13:43 - INFO - __main__ - global_steps 404950 loss: 0.07270319 04/13/2022 11:13:47 - INFO - __main__ - global_steps 405000 loss: 0.07756704 04/13/2022 11:13:47 - INFO - __main__ - ********** Running evaluating ********** 04/13/2022 11:13:52 - INFO - __main__ - ########## val_ar_acc 0.7096385542168675 ########## 04/13/2022 11:13:56 - INFO - __main__ - ########## val_bg_acc 0.7373493975903614 ########## 04/13/2022 11:14:01 - INFO - __main__ - ########## val_de_acc 0.751004016064257 ########## 04/13/2022 11:14:05 - INFO - __main__ - ########## val_el_acc 0.744578313253012 ########## 04/13/2022 11:14:09 - INFO - __main__ - ########## val_en_acc 0.8514056224899599 ########## 04/13/2022 11:14:14 - INFO - __main__ - ########## val_es_acc 0.7847389558232932 ########## 04/13/2022 11:14:18 - INFO - __main__ - ########## val_fr_acc 0.7690763052208835 ########## 04/13/2022 11:14:23 - INFO - __main__ - ########## val_hi_acc 0.6726907630522089 ########## 04/13/2022 11:14:28 - INFO - __main__ - ########## val_ru_acc 0.7244979919678715 ########## 04/13/2022 11:14:32 - INFO - __main__ - ########## val_sw_acc 0.6566265060240963 ########## 04/13/2022 11:14:37 - INFO - __main__ - ########## val_th_acc 0.6819277108433734 ########## 04/13/2022 11:14:41 - INFO - __main__ - ########## val_tr_acc 0.702008032128514 ########## 04/13/2022 11:14:46 - INFO - __main__ - ########## val_ur_acc 0.6176706827309237 ########## 04/13/2022 11:14:50 - INFO - __main__ - ########## val_vi_acc 0.7228915662650602 ########## 04/13/2022 11:14:55 - INFO - __main__ - ########## val_zh_acc 0.7429718875502008 ########## 04/13/2022 11:15:04 - INFO - __main__ - ########## test_ar_acc 0.7053892215568862 ########## 04/13/2022 11:15:13 - INFO - __main__ - ########## test_bg_acc 0.7491017964071857 ########## 04/13/2022 11:15:22 - INFO - __main__ - ########## test_de_acc 0.7586826347305389 ########## 04/13/2022 11:15:32 - INFO - __main__ - ########## test_el_acc 0.7357285429141717 ########## 04/13/2022 11:15:40 - INFO - __main__ - ########## test_en_acc 0.8423153692614771 ########## 04/13/2022 11:15:49 - INFO - __main__ - ########## test_es_acc 0.780439121756487 ########## 04/13/2022 11:15:58 - INFO - __main__ - ########## test_fr_acc 0.7706586826347306 ########## 04/13/2022 11:16:08 - INFO - __main__ - ########## test_hi_acc 0.6586826347305389 ########## 04/13/2022 11:16:17 - INFO - __main__ - ########## test_ru_acc 0.7379241516966067 ########## 04/13/2022 11:16:25 - INFO - __main__ - ########## test_sw_acc 0.670059880239521 ########## 04/13/2022 11:16:34 - INFO - __main__ - ########## test_th_acc 0.6884231536926148 ########## 04/13/2022 11:16:43 - INFO - __main__ - ########## test_tr_acc 0.6972055888223553 ########## 04/13/2022 11:16:53 - INFO - __main__ - ########## test_ur_acc 0.6215568862275449 ########## 04/13/2022 11:17:02 - INFO - __main__ - ########## test_vi_acc 0.7163672654690619 ########## 04/13/2022 11:17:10 - INFO - __main__ - ########## test_zh_acc 0.7163672654690619 ########## 04/13/2022 11:17:10 - INFO - __main__ - val_ar_acc = 0.7096385542168675 04/13/2022 11:17:10 - INFO - __main__ - val_bg_acc = 0.7373493975903614 04/13/2022 11:17:10 - INFO - __main__ - val_de_acc = 0.751004016064257 04/13/2022 11:17:10 - INFO - __main__ - val_el_acc = 0.744578313253012 04/13/2022 11:17:10 - INFO - __main__ - val_en_acc = 0.8514056224899599 04/13/2022 11:17:10 - INFO - __main__ - val_es_acc = 0.7847389558232932 04/13/2022 11:17:10 - INFO - __main__ - val_fr_acc = 0.7690763052208835 04/13/2022 11:17:10 - INFO - __main__ - val_hi_acc = 0.6726907630522089 04/13/2022 11:17:10 - INFO - __main__ - val_ru_acc = 0.7244979919678715 04/13/2022 11:17:10 - INFO - __main__ - val_sw_acc = 0.6566265060240963 04/13/2022 11:17:10 - INFO - __main__ - val_th_acc = 0.6819277108433734 04/13/2022 11:17:10 - INFO - __main__ - val_tr_acc = 0.702008032128514 04/13/2022 11:17:10 - INFO - __main__ - val_ur_acc = 0.6176706827309237 04/13/2022 11:17:10 - INFO - __main__ - val_vi_acc = 0.7228915662650602 04/13/2022 11:17:10 - INFO - __main__ - val_zh_acc = 0.7429718875502008 04/13/2022 11:17:11 - INFO - __main__ - val_avg_acc = 0.7246050870147257 04/13/2022 11:17:11 - INFO - __main__ - test_ar_acc = 0.7053892215568862 04/13/2022 11:17:11 - INFO - __main__ - test_bg_acc = 0.7491017964071857 04/13/2022 11:17:11 - INFO - __main__ - test_de_acc = 0.7586826347305389 04/13/2022 11:17:11 - INFO - __main__ - test_el_acc = 0.7357285429141717 04/13/2022 11:17:11 - INFO - __main__ - test_en_acc = 0.8423153692614771 04/13/2022 11:17:11 - INFO - __main__ - test_es_acc = 0.780439121756487 04/13/2022 11:17:11 - INFO - __main__ - test_fr_acc = 0.7706586826347306 04/13/2022 11:17:11 - INFO - __main__ - test_hi_acc = 0.6586826347305389 04/13/2022 11:17:11 - INFO - __main__ - test_ru_acc = 0.7379241516966067 04/13/2022 11:17:11 - INFO - __main__ - test_sw_acc = 0.670059880239521 04/13/2022 11:17:11 - INFO - __main__ - test_th_acc = 0.6884231536926148 04/13/2022 11:17:11 - INFO - __main__ - test_tr_acc = 0.6972055888223553 04/13/2022 11:17:11 - INFO - __main__ - test_ur_acc = 0.6215568862275449 04/13/2022 11:17:11 - INFO - __main__ - test_vi_acc = 0.7163672654690619 04/13/2022 11:17:11 - INFO - __main__ - test_zh_acc = 0.7163672654690619 04/13/2022 11:17:11 - INFO - __main__ - test_avg_acc = 0.7232601463739188 04/13/2022 11:17:12 - INFO - utils - remove old ckpt: xnli_right_avg_new/ckpt/step-405000-test_avg_acc-0.7232601463739188-val_avg_acc-0.7246050870147257 04/13/2022 11:17:12 - INFO - __main__ - ********** Evaluating Done ********** 04/13/2022 11:17:16 - INFO - __main__ - global_steps 405050 loss: 0.08964381 04/13/2022 11:17:21 - INFO - __main__ - global_steps 405100 loss: 0.08520420 04/13/2022 11:17:26 - INFO - __main__ - global_steps 405150 loss: 0.09172275 04/13/2022 11:17:31 - INFO - __main__ - global_steps 405200 loss: 0.10422934 04/13/2022 11:17:35 - INFO - __main__ - global_steps 405250 loss: 0.06185511 04/13/2022 11:17:40 - INFO - __main__ - global_steps 405300 loss: 0.08911380 04/13/2022 11:17:44 - INFO - __main__ - global_steps 405350 loss: 0.10151196 04/13/2022 11:17:49 - INFO - __main__ - global_steps 405400 loss: 0.10467751 04/13/2022 11:17:54 - INFO - __main__ - global_steps 405450 loss: 0.08629839 04/13/2022 11:17:58 - INFO - __main__ - global_steps 405500 loss: 0.12714249 04/13/2022 11:18:03 - INFO - __main__ - global_steps 405550 loss: 0.07767196 04/13/2022 11:18:07 - INFO - __main__ - global_steps 405600 loss: 0.11016068 04/13/2022 11:18:12 - INFO - __main__ - global_steps 405650 loss: 0.09919856 04/13/2022 11:18:17 - INFO - __main__ - global_steps 405700 loss: 0.09383137 04/13/2022 11:18:21 - INFO - __main__ - global_steps 405750 loss: 0.10766789 04/13/2022 11:18:26 - INFO - __main__ - global_steps 405800 loss: 0.11472622 04/13/2022 11:18:31 - INFO - __main__ - global_steps 405850 loss: 0.11152830 04/13/2022 11:18:35 - INFO - __main__ - global_steps 405900 loss: 0.13652911 04/13/2022 11:18:40 - INFO - __main__ - global_steps 405950 loss: 0.09004800 04/13/2022 11:18:44 - INFO - __main__ - global_steps 406000 loss: 0.09905880 04/13/2022 11:18:49 - INFO - __main__ - global_steps 406050 loss: 0.10498002 04/13/2022 11:18:54 - INFO - __main__ - global_steps 406100 loss: 0.10192814 04/13/2022 11:18:58 - INFO - __main__ - global_steps 406150 loss: 0.10229036 04/13/2022 11:19:03 - INFO - __main__ - global_steps 406200 loss: 0.08046951 04/13/2022 11:19:08 - INFO - __main__ - global_steps 406250 loss: 0.13037730 04/13/2022 11:19:12 - INFO - __main__ - global_steps 406300 loss: 0.10845052 04/13/2022 11:19:17 - INFO - __main__ - global_steps 406350 loss: 0.10742578 04/13/2022 11:19:22 - INFO - __main__ - global_steps 406400 loss: 0.10160146 04/13/2022 11:19:26 - INFO - __main__ - global_steps 406450 loss: 0.15261264 04/13/2022 11:19:31 - INFO - __main__ - global_steps 406500 loss: 0.09001031 04/13/2022 11:19:35 - INFO - __main__ - global_steps 406550 loss: 0.14118557 04/13/2022 11:19:40 - INFO - __main__ - global_steps 406600 loss: 0.11019152 04/13/2022 11:19:45 - INFO - __main__ - global_steps 406650 loss: 0.11285749 04/13/2022 11:19:49 - INFO - __main__ - global_steps 406700 loss: 0.09988221 04/13/2022 11:19:54 - INFO - __main__ - global_steps 406750 loss: 0.07195781 04/13/2022 11:19:59 - INFO - __main__ - global_steps 406800 loss: 0.08839645 04/13/2022 11:20:03 - INFO - __main__ - global_steps 406850 loss: 0.16779706 04/13/2022 11:20:08 - INFO - __main__ - global_steps 406900 loss: 0.09440258 04/13/2022 11:20:12 - INFO - __main__ - global_steps 406950 loss: 0.10363599 04/13/2022 11:20:17 - INFO - __main__ - global_steps 407000 loss: 0.13172977 04/13/2022 11:20:22 - INFO - __main__ - global_steps 407050 loss: 0.13628605 04/13/2022 11:20:26 - INFO - __main__ - global_steps 407100 loss: 0.13819895 04/13/2022 11:20:31 - INFO - __main__ - global_steps 407150 loss: 0.09749300 04/13/2022 11:20:35 - INFO - __main__ - global_steps 407200 loss: 0.08455250 04/13/2022 11:20:40 - INFO - __main__ - global_steps 407250 loss: 0.10841757 04/13/2022 11:20:44 - INFO - __main__ - global_steps 407300 loss: 0.14443554 04/13/2022 11:20:49 - INFO - __main__ - global_steps 407350 loss: 0.10052210 04/13/2022 11:20:53 - INFO - __main__ - global_steps 407400 loss: 0.14150023 04/13/2022 11:20:58 - INFO - __main__ - global_steps 407450 loss: 0.12052573 04/13/2022 11:21:02 - INFO - __main__ - global_steps 407500 loss: 0.08045690 04/13/2022 11:21:03 - INFO - __main__ - ********** Running evaluating ********** 04/13/2022 11:21:07 - INFO - __main__ - ########## val_ar_acc 0.6767068273092369 ########## 04/13/2022 11:21:11 - INFO - __main__ - ########## val_bg_acc 0.729718875502008 ########## 04/13/2022 11:21:16 - INFO - __main__ - ########## val_de_acc 0.7357429718875502 ########## 04/13/2022 11:21:20 - INFO - __main__ - ########## val_el_acc 0.7216867469879518 ########## 04/13/2022 11:21:25 - INFO - __main__ - ########## val_en_acc 0.8393574297188755 ########## 04/13/2022 11:21:29 - INFO - __main__ - ########## val_es_acc 0.7622489959839357 ########## 04/13/2022 11:21:33 - INFO - __main__ - ########## val_fr_acc 0.7586345381526104 ########## 04/13/2022 11:21:38 - INFO - __main__ - ########## val_hi_acc 0.6377510040160642 ########## 04/13/2022 11:21:43 - INFO - __main__ - ########## val_ru_acc 0.7016064257028113 ########## 04/13/2022 11:21:47 - INFO - __main__ - ########## val_sw_acc 0.6405622489959839 ########## 04/13/2022 11:21:51 - INFO - __main__ - ########## val_th_acc 0.6610441767068274 ########## 04/13/2022 11:21:55 - INFO - __main__ - ########## val_tr_acc 0.6843373493975904 ########## 04/13/2022 11:22:00 - INFO - __main__ - ########## val_ur_acc 0.6016064257028112 ########## 04/13/2022 11:22:04 - INFO - __main__ - ########## val_vi_acc 0.6995983935742972 ########## 04/13/2022 11:22:09 - INFO - __main__ - ########## val_zh_acc 0.714859437751004 ########## 04/13/2022 11:22:17 - INFO - __main__ - ########## test_ar_acc 0.6900199600798403 ########## 04/13/2022 11:22:26 - INFO - __main__ - ########## test_bg_acc 0.7395209580838323 ########## 04/13/2022 11:22:35 - INFO - __main__ - ########## test_de_acc 0.7411177644710579 ########## 04/13/2022 11:22:45 - INFO - __main__ - ########## test_el_acc 0.7115768463073853 ########## 04/13/2022 11:22:54 - INFO - __main__ - ########## test_en_acc 0.830938123752495 ########## 04/13/2022 11:23:03 - INFO - __main__ - ########## test_es_acc 0.7600798403193613 ########## 04/13/2022 11:23:12 - INFO - __main__ - ########## test_fr_acc 0.7590818363273453 ########## 04/13/2022 11:23:22 - INFO - __main__ - ########## test_hi_acc 0.6387225548902196 ########## 04/13/2022 11:23:31 - INFO - __main__ - ########## test_ru_acc 0.7163672654690619 ########## 04/13/2022 11:23:40 - INFO - __main__ - ########## test_sw_acc 0.6512974051896208 ########## 04/13/2022 11:23:49 - INFO - __main__ - ########## test_th_acc 0.6676646706586826 ########## 04/13/2022 11:23:58 - INFO - __main__ - ########## test_tr_acc 0.681437125748503 ########## 04/13/2022 11:24:07 - INFO - __main__ - ########## test_ur_acc 0.6091816367265469 ########## 04/13/2022 11:24:16 - INFO - __main__ - ########## test_vi_acc 0.7057884231536926 ########## 04/13/2022 11:24:25 - INFO - __main__ - ########## test_zh_acc 0.7091816367265469 ########## 04/13/2022 11:24:25 - INFO - __main__ - val_ar_acc = 0.6767068273092369 04/13/2022 11:24:25 - INFO - __main__ - val_bg_acc = 0.729718875502008 04/13/2022 11:24:25 - INFO - __main__ - val_de_acc = 0.7357429718875502 04/13/2022 11:24:25 - INFO - __main__ - val_el_acc = 0.7216867469879518 04/13/2022 11:24:25 - INFO - __main__ - val_en_acc = 0.8393574297188755 04/13/2022 11:24:25 - INFO - __main__ - val_es_acc = 0.7622489959839357 04/13/2022 11:24:25 - INFO - __main__ - val_fr_acc = 0.7586345381526104 04/13/2022 11:24:25 - INFO - __main__ - val_hi_acc = 0.6377510040160642 04/13/2022 11:24:25 - INFO - __main__ - val_ru_acc = 0.7016064257028113 04/13/2022 11:24:25 - INFO - __main__ - val_sw_acc = 0.6405622489959839 04/13/2022 11:24:25 - INFO - __main__ - val_th_acc = 0.6610441767068274 04/13/2022 11:24:25 - INFO - __main__ - val_tr_acc = 0.6843373493975904 04/13/2022 11:24:25 - INFO - __main__ - val_ur_acc = 0.6016064257028112 04/13/2022 11:24:25 - INFO - __main__ - val_vi_acc = 0.6995983935742972 04/13/2022 11:24:25 - INFO - __main__ - val_zh_acc = 0.714859437751004 04/13/2022 11:24:25 - INFO - __main__ - val_avg_acc = 0.7043641231593039 04/13/2022 11:24:25 - INFO - __main__ - test_ar_acc = 0.6900199600798403 04/13/2022 11:24:25 - INFO - __main__ - test_bg_acc = 0.7395209580838323 04/13/2022 11:24:25 - INFO - __main__ - test_de_acc = 0.7411177644710579 04/13/2022 11:24:25 - INFO - __main__ - test_el_acc = 0.7115768463073853 04/13/2022 11:24:25 - INFO - __main__ - test_en_acc = 0.830938123752495 04/13/2022 11:24:25 - INFO - __main__ - test_es_acc = 0.7600798403193613 04/13/2022 11:24:25 - INFO - __main__ - test_fr_acc = 0.7590818363273453 04/13/2022 11:24:25 - INFO - __main__ - test_hi_acc = 0.6387225548902196 04/13/2022 11:24:25 - INFO - __main__ - test_ru_acc = 0.7163672654690619 04/13/2022 11:24:25 - INFO - __main__ - test_sw_acc = 0.6512974051896208 04/13/2022 11:24:25 - INFO - __main__ - test_th_acc = 0.6676646706586826 04/13/2022 11:24:25 - INFO - __main__ - test_tr_acc = 0.681437125748503 04/13/2022 11:24:25 - INFO - __main__ - test_ur_acc = 0.6091816367265469 04/13/2022 11:24:25 - INFO - __main__ - test_vi_acc = 0.7057884231536926 04/13/2022 11:24:25 - INFO - __main__ - test_zh_acc = 0.7091816367265469 04/13/2022 11:24:25 - INFO - __main__ - test_avg_acc = 0.7074650698602795 04/13/2022 11:24:26 - INFO - utils - remove old ckpt: xnli_right_avg_new/ckpt/step-407500-test_avg_acc-0.7074650698602795-val_avg_acc-0.7043641231593039 04/13/2022 11:24:26 - INFO - __main__ - ********** Evaluating Done ********** 04/13/2022 11:24:31 - INFO - __main__ - global_steps 407550 loss: 0.11403557 04/13/2022 11:24:36 - INFO - __main__ - global_steps 407600 loss: 0.14538758 04/13/2022 11:24:40 - INFO - __main__ - global_steps 407650 loss: 0.10706529 04/13/2022 11:24:45 - INFO - __main__ - global_steps 407700 loss: 0.11087406 04/13/2022 11:24:50 - INFO - __main__ - global_steps 407750 loss: 0.09481202 04/13/2022 11:24:54 - INFO - __main__ - global_steps 407800 loss: 0.08828705 04/13/2022 11:24:59 - INFO - __main__ - global_steps 407850 loss: 0.10002399 04/13/2022 11:25:04 - INFO - __main__ - global_steps 407900 loss: 0.11413167 04/13/2022 11:25:08 - INFO - __main__ - global_steps 407950 loss: 0.06915240 04/13/2022 11:25:13 - INFO - __main__ - global_steps 408000 loss: 0.08841734 04/13/2022 11:25:18 - INFO - __main__ - global_steps 408050 loss: 0.09216967 04/13/2022 11:25:22 - INFO - __main__ - global_steps 408100 loss: 0.14862188 04/13/2022 11:25:27 - INFO - __main__ - global_steps 408150 loss: 0.08496098 04/13/2022 11:25:31 - INFO - __main__ - global_steps 408200 loss: 0.11304489 04/13/2022 11:25:36 - INFO - __main__ - global_steps 408250 loss: 0.14353109 04/13/2022 11:25:41 - INFO - __main__ - global_steps 408300 loss: 0.08249460 04/13/2022 11:25:45 - INFO - __main__ - global_steps 408350 loss: 0.06414401 04/13/2022 11:25:50 - INFO - __main__ - global_steps 408400 loss: 0.11590321 04/13/2022 11:25:55 - INFO - __main__ - global_steps 408450 loss: 0.07492768 04/13/2022 11:25:59 - INFO - __main__ - global_steps 408500 loss: 0.10246137 04/13/2022 11:26:04 - INFO - __main__ - global_steps 408550 loss: 0.14730363 04/13/2022 11:26:09 - INFO - __main__ - global_steps 408600 loss: 0.09810309 04/13/2022 11:26:13 - INFO - __main__ - global_steps 408650 loss: 0.06706000 04/13/2022 11:26:18 - INFO - __main__ - global_steps 408700 loss: 0.14015440 04/13/2022 11:26:22 - INFO - __main__ - global_steps 408750 loss: 0.14271458 04/13/2022 11:26:27 - INFO - __main__ - global_steps 408800 loss: 0.12492401 04/13/2022 11:26:32 - INFO - __main__ - global_steps 408850 loss: 0.08969549 04/13/2022 11:26:36 - INFO - __main__ - global_steps 408900 loss: 0.10565812 04/13/2022 11:26:41 - INFO - __main__ - global_steps 408950 loss: 0.11969773 04/13/2022 11:26:46 - INFO - __main__ - global_steps 409000 loss: 0.07357059 04/13/2022 11:26:50 - INFO - __main__ - global_steps 409050 loss: 0.09076658 04/13/2022 11:26:55 - INFO - __main__ - global_steps 409100 loss: 0.15280822 04/13/2022 11:26:59 - INFO - __main__ - global_steps 409150 loss: 0.09135385 04/13/2022 11:27:04 - INFO - __main__ - global_steps 409200 loss: 0.11609562 04/13/2022 11:27:09 - INFO - __main__ - global_steps 409250 loss: 0.13570460 04/13/2022 11:27:13 - INFO - __main__ - global_steps 409300 loss: 0.08345455 04/13/2022 11:27:18 - INFO - __main__ - global_steps 409350 loss: 0.10303832 04/13/2022 11:27:23 - INFO - __main__ - global_steps 409400 loss: 0.10592948 04/13/2022 11:27:27 - INFO - __main__ - global_steps 409450 loss: 0.11490481 04/13/2022 11:27:32 - INFO - __main__ - global_steps 409500 loss: 0.09483619 04/13/2022 11:27:36 - INFO - __main__ - global_steps 409550 loss: 0.10580814 04/13/2022 11:27:41 - INFO - __main__ - global_steps 409600 loss: 0.07040694 04/13/2022 11:27:46 - INFO - __main__ - global_steps 409650 loss: 0.11915041 04/13/2022 11:27:50 - INFO - __main__ - global_steps 409700 loss: 0.12499035 04/13/2022 11:27:55 - INFO - __main__ - global_steps 409750 loss: 0.10356588 04/13/2022 11:28:00 - INFO - __main__ - global_steps 409800 loss: 0.12299320 04/13/2022 11:28:04 - INFO - __main__ - global_steps 409850 loss: 0.07780831 04/13/2022 11:28:09 - INFO - __main__ - global_steps 409900 loss: 0.10920975 04/13/2022 11:28:13 - INFO - __main__ - global_steps 409950 loss: 0.08320283 04/13/2022 11:28:18 - INFO - __main__ - global_steps 410000 loss: 0.10221046 04/13/2022 11:28:18 - INFO - __main__ - ********** Running evaluating ********** 04/13/2022 11:28:22 - INFO - __main__ - ########## val_ar_acc 0.7132530120481928 ########## 04/13/2022 11:28:27 - INFO - __main__ - ########## val_bg_acc 0.7433734939759036 ########## 04/13/2022 11:28:31 - INFO - __main__ - ########## val_de_acc 0.7522088353413655 ########## 04/13/2022 11:28:36 - INFO - __main__ - ########## val_el_acc 0.7502008032128514 ########## 04/13/2022 11:28:40 - INFO - __main__ - ########## val_en_acc 0.8481927710843373 ########## 04/13/2022 11:28:44 - INFO - __main__ - ########## val_es_acc 0.7815261044176707 ########## 04/13/2022 11:28:49 - INFO - __main__ - ########## val_fr_acc 0.778714859437751 ########## 04/13/2022 11:28:53 - INFO - __main__ - ########## val_hi_acc 0.6694779116465863 ########## 04/13/2022 11:28:58 - INFO - __main__ - ########## val_ru_acc 0.7216867469879518 ########## 04/13/2022 11:29:02 - INFO - __main__ - ########## val_sw_acc 0.6546184738955824 ########## 04/13/2022 11:29:06 - INFO - __main__ - ########## val_th_acc 0.6843373493975904 ########## 04/13/2022 11:29:11 - INFO - __main__ - ########## val_tr_acc 0.6995983935742972 ########## 04/13/2022 11:29:15 - INFO - __main__ - ########## val_ur_acc 0.62570281124498 ########## 04/13/2022 11:29:20 - INFO - __main__ - ########## val_vi_acc 0.7253012048192771 ########## 04/13/2022 11:29:24 - INFO - __main__ - ########## val_zh_acc 0.7385542168674699 ########## 04/13/2022 11:29:33 - INFO - __main__ - ########## test_ar_acc 0.706187624750499 ########## 04/13/2022 11:29:43 - INFO - __main__ - ########## test_bg_acc 0.7552894211576846 ########## 04/13/2022 11:29:52 - INFO - __main__ - ########## test_de_acc 0.7586826347305389 ########## 04/13/2022 11:30:01 - INFO - __main__ - ########## test_el_acc 0.7417165668662674 ########## 04/13/2022 11:30:10 - INFO - __main__ - ########## test_en_acc 0.8441117764471058 ########## 04/13/2022 11:30:19 - INFO - __main__ - ########## test_es_acc 0.7886227544910179 ########## 04/13/2022 11:30:28 - INFO - __main__ - ########## test_fr_acc 0.7778443113772455 ########## 04/13/2022 11:30:38 - INFO - __main__ - ########## test_hi_acc 0.6656686626746507 ########## 04/13/2022 11:30:47 - INFO - __main__ - ########## test_ru_acc 0.7409181636726547 ########## 04/13/2022 11:30:56 - INFO - __main__ - ########## test_sw_acc 0.6694610778443114 ########## 04/13/2022 11:31:04 - INFO - __main__ - ########## test_th_acc 0.6922155688622754 ########## 04/13/2022 11:31:13 - INFO - __main__ - ########## test_tr_acc 0.6994011976047905 ########## 04/13/2022 11:31:23 - INFO - __main__ - ########## test_ur_acc 0.6281437125748504 ########## 04/13/2022 11:31:32 - INFO - __main__ - ########## test_vi_acc 0.7231536926147705 ########## 04/13/2022 11:31:41 - INFO - __main__ - ########## test_zh_acc 0.7295409181636726 ########## 04/13/2022 11:31:41 - INFO - __main__ - val_ar_acc = 0.7132530120481928 04/13/2022 11:31:41 - INFO - __main__ - val_bg_acc = 0.7433734939759036 04/13/2022 11:31:41 - INFO - __main__ - val_de_acc = 0.7522088353413655 04/13/2022 11:31:41 - INFO - __main__ - val_el_acc = 0.7502008032128514 04/13/2022 11:31:41 - INFO - __main__ - val_en_acc = 0.8481927710843373 04/13/2022 11:31:41 - INFO - __main__ - val_es_acc = 0.7815261044176707 04/13/2022 11:31:41 - INFO - __main__ - val_fr_acc = 0.778714859437751 04/13/2022 11:31:41 - INFO - __main__ - val_hi_acc = 0.6694779116465863 04/13/2022 11:31:41 - INFO - __main__ - val_ru_acc = 0.7216867469879518 04/13/2022 11:31:41 - INFO - __main__ - val_sw_acc = 0.6546184738955824 04/13/2022 11:31:41 - INFO - __main__ - val_th_acc = 0.6843373493975904 04/13/2022 11:31:41 - INFO - __main__ - val_tr_acc = 0.6995983935742972 04/13/2022 11:31:41 - INFO - __main__ - val_ur_acc = 0.62570281124498 04/13/2022 11:31:41 - INFO - __main__ - val_vi_acc = 0.7253012048192771 04/13/2022 11:31:41 - INFO - __main__ - val_zh_acc = 0.7385542168674699 04/13/2022 11:31:41 - INFO - __main__ - val_avg_acc = 0.7257831325301204 04/13/2022 11:31:41 - INFO - __main__ - test_ar_acc = 0.706187624750499 04/13/2022 11:31:41 - INFO - __main__ - test_bg_acc = 0.7552894211576846 04/13/2022 11:31:41 - INFO - __main__ - test_de_acc = 0.7586826347305389 04/13/2022 11:31:41 - INFO - __main__ - test_el_acc = 0.7417165668662674 04/13/2022 11:31:41 - INFO - __main__ - test_en_acc = 0.8441117764471058 04/13/2022 11:31:41 - INFO - __main__ - test_es_acc = 0.7886227544910179 04/13/2022 11:31:41 - INFO - __main__ - test_fr_acc = 0.7778443113772455 04/13/2022 11:31:41 - INFO - __main__ - test_hi_acc = 0.6656686626746507 04/13/2022 11:31:41 - INFO - __main__ - test_ru_acc = 0.7409181636726547 04/13/2022 11:31:41 - INFO - __main__ - test_sw_acc = 0.6694610778443114 04/13/2022 11:31:41 - INFO - __main__ - test_th_acc = 0.6922155688622754 04/13/2022 11:31:41 - INFO - __main__ - test_tr_acc = 0.6994011976047905 04/13/2022 11:31:41 - INFO - __main__ - test_ur_acc = 0.6281437125748504 04/13/2022 11:31:41 - INFO - __main__ - test_vi_acc = 0.7231536926147705 04/13/2022 11:31:41 - INFO - __main__ - test_zh_acc = 0.7295409181636726 04/13/2022 11:31:41 - INFO - __main__ - test_avg_acc = 0.7280638722554892 04/13/2022 11:31:42 - INFO - utils - remove old ckpt: xnli_right_avg_new/ckpt/step-410000-test_avg_acc-0.7280638722554892-val_avg_acc-0.7257831325301204 04/13/2022 11:31:42 - INFO - __main__ - ********** Evaluating Done ********** 04/13/2022 11:31:47 - INFO - __main__ - global_steps 410050 loss: 0.08828975 04/13/2022 11:31:51 - INFO - __main__ - global_steps 410100 loss: 0.09415248 04/13/2022 11:31:56 - INFO - __main__ - global_steps 410150 loss: 0.14269500 04/13/2022 11:32:01 - INFO - __main__ - global_steps 410200 loss: 0.06831013 04/13/2022 11:32:05 - INFO - __main__ - global_steps 410250 loss: 0.16077061 04/13/2022 11:32:10 - INFO - __main__ - global_steps 410300 loss: 0.08950752 04/13/2022 11:32:14 - INFO - __main__ - global_steps 410350 loss: 0.11741606 04/13/2022 11:32:19 - INFO - __main__ - global_steps 410400 loss: 0.13957094 04/13/2022 11:32:24 - INFO - __main__ - global_steps 410450 loss: 0.08113585 04/13/2022 11:32:28 - INFO - __main__ - global_steps 410500 loss: 0.08356201 04/13/2022 11:32:33 - INFO - __main__ - global_steps 410550 loss: 0.12307985 04/13/2022 11:32:38 - INFO - __main__ - global_steps 410600 loss: 0.08217061 04/13/2022 11:32:42 - INFO - __main__ - global_steps 410650 loss: 0.09449863 04/13/2022 11:32:47 - INFO - __main__ - global_steps 410700 loss: 0.07034115 04/13/2022 11:32:51 - INFO - __main__ - global_steps 410750 loss: 0.08248790 04/13/2022 11:32:56 - INFO - __main__ - global_steps 410800 loss: 0.12463304 04/13/2022 11:33:01 - INFO - __main__ - global_steps 410850 loss: 0.10328620 04/13/2022 11:33:05 - INFO - __main__ - global_steps 410900 loss: 0.10521135 04/13/2022 11:33:10 - INFO - __main__ - global_steps 410950 loss: 0.07773000 04/13/2022 11:33:15 - INFO - __main__ - global_steps 411000 loss: 0.08098936 04/13/2022 11:33:19 - INFO - __main__ - global_steps 411050 loss: 0.08239358 04/13/2022 11:33:24 - INFO - __main__ - global_steps 411100 loss: 0.12363596 04/13/2022 11:33:29 - INFO - __main__ - global_steps 411150 loss: 0.10972355 04/13/2022 11:33:33 - INFO - __main__ - global_steps 411200 loss: 0.09744515 04/13/2022 11:33:38 - INFO - __main__ - global_steps 411250 loss: 0.09277581 04/13/2022 11:33:42 - INFO - __main__ - global_steps 411300 loss: 0.07021921 04/13/2022 11:33:47 - INFO - __main__ - global_steps 411350 loss: 0.09080907 04/13/2022 11:33:52 - INFO - __main__ - global_steps 411400 loss: 0.07729307 04/13/2022 11:33:56 - INFO - __main__ - global_steps 411450 loss: 0.09010518 04/13/2022 11:34:01 - INFO - __main__ - global_steps 411500 loss: 0.06493037 04/13/2022 11:34:06 - INFO - __main__ - global_steps 411550 loss: 0.09030925 04/13/2022 11:34:10 - INFO - __main__ - global_steps 411600 loss: 0.07713818 04/13/2022 11:34:15 - INFO - __main__ - global_steps 411650 loss: 0.10448932 04/13/2022 11:34:20 - INFO - __main__ - global_steps 411700 loss: 0.11280184 04/13/2022 11:34:24 - INFO - __main__ - global_steps 411750 loss: 0.13237023 04/13/2022 11:34:29 - INFO - __main__ - global_steps 411800 loss: 0.08939702 04/13/2022 11:34:34 - INFO - __main__ - global_steps 411850 loss: 0.09262323 04/13/2022 11:34:38 - INFO - __main__ - global_steps 411900 loss: 0.14598451 04/13/2022 11:34:43 - INFO - __main__ - global_steps 411950 loss: 0.09901659 04/13/2022 11:34:47 - INFO - __main__ - global_steps 412000 loss: 0.06639123 04/13/2022 11:34:52 - INFO - __main__ - global_steps 412050 loss: 0.09094755 04/13/2022 11:34:57 - INFO - __main__ - global_steps 412100 loss: 0.12460706 04/13/2022 11:35:01 - INFO - __main__ - global_steps 412150 loss: 0.08693511 04/13/2022 11:35:06 - INFO - __main__ - global_steps 412200 loss: 0.08490675 04/13/2022 11:35:11 - INFO - __main__ - global_steps 412250 loss: 0.10893906 04/13/2022 11:35:15 - INFO - __main__ - global_steps 412300 loss: 0.07714662 04/13/2022 11:35:20 - INFO - __main__ - global_steps 412350 loss: 0.06269454 04/13/2022 11:35:25 - INFO - __main__ - global_steps 412400 loss: 0.09171987 04/13/2022 11:35:29 - INFO - __main__ - global_steps 412450 loss: 0.10778591 04/13/2022 11:35:34 - INFO - __main__ - global_steps 412500 loss: 0.11321528 04/13/2022 11:35:34 - INFO - __main__ - ********** Running evaluating ********** 04/13/2022 11:35:38 - INFO - __main__ - ########## val_ar_acc 0.691566265060241 ########## 04/13/2022 11:35:43 - INFO - __main__ - ########## val_bg_acc 0.7373493975903614 ########## 04/13/2022 11:35:47 - INFO - __main__ - ########## val_de_acc 0.7429718875502008 ########## 04/13/2022 11:35:52 - INFO - __main__ - ########## val_el_acc 0.7365461847389558 ########## 04/13/2022 11:35:56 - INFO - __main__ - ########## val_en_acc 0.8441767068273093 ########## 04/13/2022 11:36:01 - INFO - __main__ - ########## val_es_acc 0.7726907630522089 ########## 04/13/2022 11:36:05 - INFO - __main__ - ########## val_fr_acc 0.7642570281124498 ########## 04/13/2022 11:36:10 - INFO - __main__ - ########## val_hi_acc 0.6650602409638554 ########## 04/13/2022 11:36:15 - INFO - __main__ - ########## val_ru_acc 0.7160642570281125 ########## 04/13/2022 11:36:19 - INFO - __main__ - ########## val_sw_acc 0.6389558232931727 ########## 04/13/2022 11:36:23 - INFO - __main__ - ########## val_th_acc 0.6646586345381527 ########## 04/13/2022 11:36:28 - INFO - __main__ - ########## val_tr_acc 0.691566265060241 ########## 04/13/2022 11:36:32 - INFO - __main__ - ########## val_ur_acc 0.6144578313253012 ########## 04/13/2022 11:36:37 - INFO - __main__ - ########## val_vi_acc 0.7112449799196787 ########## 04/13/2022 11:36:41 - INFO - __main__ - ########## val_zh_acc 0.7257028112449799 ########## 04/13/2022 11:36:50 - INFO - __main__ - ########## test_ar_acc 0.7045908183632734 ########## 04/13/2022 11:37:00 - INFO - __main__ - ########## test_bg_acc 0.7477045908183633 ########## 04/13/2022 11:37:09 - INFO - __main__ - ########## test_de_acc 0.7506986027944111 ########## 04/13/2022 11:37:18 - INFO - __main__ - ########## test_el_acc 0.7263473053892215 ########## 04/13/2022 11:37:27 - INFO - __main__ - ########## test_en_acc 0.8353293413173652 ########## 04/13/2022 11:37:36 - INFO - __main__ - ########## test_es_acc 0.7802395209580838 ########## 04/13/2022 11:37:45 - INFO - __main__ - ########## test_fr_acc 0.7694610778443114 ########## 04/13/2022 11:37:55 - INFO - __main__ - ########## test_hi_acc 0.655688622754491 ########## 04/13/2022 11:38:04 - INFO - __main__ - ########## test_ru_acc 0.7285429141716567 ########## 04/13/2022 11:38:12 - INFO - __main__ - ########## test_sw_acc 0.6560878243512974 ########## 04/13/2022 11:38:21 - INFO - __main__ - ########## test_th_acc 0.677245508982036 ########## 04/13/2022 11:38:30 - INFO - __main__ - ########## test_tr_acc 0.689620758483034 ########## 04/13/2022 11:38:39 - INFO - __main__ - ########## test_ur_acc 0.6217564870259481 ########## 04/13/2022 11:38:49 - INFO - __main__ - ########## test_vi_acc 0.7127744510978044 ########## 04/13/2022 11:38:57 - INFO - __main__ - ########## test_zh_acc 0.7153692614770459 ########## 04/13/2022 11:38:57 - INFO - __main__ - val_ar_acc = 0.691566265060241 04/13/2022 11:38:57 - INFO - __main__ - val_bg_acc = 0.7373493975903614 04/13/2022 11:38:57 - INFO - __main__ - val_de_acc = 0.7429718875502008 04/13/2022 11:38:57 - INFO - __main__ - val_el_acc = 0.7365461847389558 04/13/2022 11:38:57 - INFO - __main__ - val_en_acc = 0.8441767068273093 04/13/2022 11:38:57 - INFO - __main__ - val_es_acc = 0.7726907630522089 04/13/2022 11:38:57 - INFO - __main__ - val_fr_acc = 0.7642570281124498 04/13/2022 11:38:57 - INFO - __main__ - val_hi_acc = 0.6650602409638554 04/13/2022 11:38:57 - INFO - __main__ - val_ru_acc = 0.7160642570281125 04/13/2022 11:38:57 - INFO - __main__ - val_sw_acc = 0.6389558232931727 04/13/2022 11:38:57 - INFO - __main__ - val_th_acc = 0.6646586345381527 04/13/2022 11:38:57 - INFO - __main__ - val_tr_acc = 0.691566265060241 04/13/2022 11:38:57 - INFO - __main__ - val_ur_acc = 0.6144578313253012 04/13/2022 11:38:57 - INFO - __main__ - val_vi_acc = 0.7112449799196787 04/13/2022 11:38:57 - INFO - __main__ - val_zh_acc = 0.7257028112449799 04/13/2022 11:38:57 - INFO - __main__ - val_avg_acc = 0.7144846050870147 04/13/2022 11:38:57 - INFO - __main__ - test_ar_acc = 0.7045908183632734 04/13/2022 11:38:57 - INFO - __main__ - test_bg_acc = 0.7477045908183633 04/13/2022 11:38:57 - INFO - __main__ - test_de_acc = 0.7506986027944111 04/13/2022 11:38:57 - INFO - __main__ - test_el_acc = 0.7263473053892215 04/13/2022 11:38:57 - INFO - __main__ - test_en_acc = 0.8353293413173652 04/13/2022 11:38:57 - INFO - __main__ - test_es_acc = 0.7802395209580838 04/13/2022 11:38:57 - INFO - __main__ - test_fr_acc = 0.7694610778443114 04/13/2022 11:38:57 - INFO - __main__ - test_hi_acc = 0.655688622754491 04/13/2022 11:38:57 - INFO - __main__ - test_ru_acc = 0.7285429141716567 04/13/2022 11:38:57 - INFO - __main__ - test_sw_acc = 0.6560878243512974 04/13/2022 11:38:57 - INFO - __main__ - test_th_acc = 0.677245508982036 04/13/2022 11:38:57 - INFO - __main__ - test_tr_acc = 0.689620758483034 04/13/2022 11:38:57 - INFO - __main__ - test_ur_acc = 0.6217564870259481 04/13/2022 11:38:57 - INFO - __main__ - test_vi_acc = 0.7127744510978044 04/13/2022 11:38:57 - INFO - __main__ - test_zh_acc = 0.7153692614770459 04/13/2022 11:38:57 - INFO - __main__ - test_avg_acc = 0.7180971390552229 04/13/2022 11:38:59 - INFO - utils - remove old ckpt: xnli_right_avg_new/ckpt/step-412500-test_avg_acc-0.7180971390552229-val_avg_acc-0.7144846050870147 04/13/2022 11:38:59 - INFO - __main__ - ********** Evaluating Done ********** 04/13/2022 11:39:03 - INFO - __main__ - global_steps 412550 loss: 0.11443859 04/13/2022 11:39:08 - INFO - __main__ - global_steps 412600 loss: 0.09910997 04/13/2022 11:39:13 - INFO - __main__ - global_steps 412650 loss: 0.15395443 04/13/2022 11:39:17 - INFO - __main__ - global_steps 412700 loss: 0.06725293 04/13/2022 11:39:22 - INFO - __main__ - global_steps 412750 loss: 0.07762846 04/13/2022 11:39:27 - INFO - __main__ - global_steps 412800 loss: 0.09196021 04/13/2022 11:39:31 - INFO - __main__ - global_steps 412850 loss: 0.15191875 04/13/2022 11:39:36 - INFO - __main__ - global_steps 412900 loss: 0.08573203 04/13/2022 11:39:41 - INFO - __main__ - global_steps 412950 loss: 0.10021245 04/13/2022 11:39:45 - INFO - __main__ - global_steps 413000 loss: 0.09383214 04/13/2022 11:39:50 - INFO - __main__ - global_steps 413050 loss: 0.14267672 04/13/2022 11:39:55 - INFO - __main__ - global_steps 413100 loss: 0.09425413 04/13/2022 11:39:59 - INFO - __main__ - global_steps 413150 loss: 0.12657105 04/13/2022 11:40:04 - INFO - __main__ - global_steps 413200 loss: 0.09202328 04/13/2022 11:40:08 - INFO - __main__ - global_steps 413250 loss: 0.08674396 04/13/2022 11:40:13 - INFO - __main__ - global_steps 413300 loss: 0.14764580 04/13/2022 11:40:18 - INFO - __main__ - global_steps 413350 loss: 0.11815689 04/13/2022 11:40:22 - INFO - __main__ - global_steps 413400 loss: 0.08376152 04/13/2022 11:40:27 - INFO - __main__ - global_steps 413450 loss: 0.07543229 04/13/2022 11:40:32 - INFO - __main__ - global_steps 413500 loss: 0.09823137 04/13/2022 11:40:36 - INFO - __main__ - global_steps 413550 loss: 0.10757496 04/13/2022 11:40:41 - INFO - __main__ - global_steps 413600 loss: 0.09142140 04/13/2022 11:40:45 - INFO - __main__ - global_steps 413650 loss: 0.08864121 04/13/2022 11:40:50 - INFO - __main__ - global_steps 413700 loss: 0.06571005 04/13/2022 11:40:55 - INFO - __main__ - global_steps 413750 loss: 0.14383162 04/13/2022 11:40:59 - INFO - __main__ - global_steps 413800 loss: 0.08389470 04/13/2022 11:41:04 - INFO - __main__ - global_steps 413850 loss: 0.08255453 04/13/2022 11:41:09 - INFO - __main__ - global_steps 413900 loss: 0.10146423 04/13/2022 11:41:13 - INFO - __main__ - global_steps 413950 loss: 0.09108521 04/13/2022 11:41:18 - INFO - __main__ - global_steps 414000 loss: 0.05661939 04/13/2022 11:41:22 - INFO - __main__ - global_steps 414050 loss: 0.09233280 04/13/2022 11:41:27 - INFO - __main__ - global_steps 414100 loss: 0.10625825 04/13/2022 11:41:32 - INFO - __main__ - global_steps 414150 loss: 0.08659230 04/13/2022 11:41:36 - INFO - __main__ - global_steps 414200 loss: 0.08153178 04/13/2022 11:41:41 - INFO - __main__ - global_steps 414250 loss: 0.10885090 04/13/2022 11:41:46 - INFO - __main__ - global_steps 414300 loss: 0.11422118 04/13/2022 11:41:50 - INFO - __main__ - global_steps 414350 loss: 0.08292027 04/13/2022 11:41:55 - INFO - __main__ - global_steps 414400 loss: 0.12380820 04/13/2022 11:42:00 - INFO - __main__ - global_steps 414450 loss: 0.11541958 04/13/2022 11:42:04 - INFO - __main__ - global_steps 414500 loss: 0.11008348 04/13/2022 11:42:08 - INFO - __main__ - global_steps 414550 loss: 0.11864045 04/13/2022 11:42:13 - INFO - __main__ - global_steps 414600 loss: 0.10778763 04/13/2022 11:42:17 - INFO - __main__ - global_steps 414650 loss: 0.09407348 04/13/2022 11:42:21 - INFO - __main__ - global_steps 414700 loss: 0.12416215 04/13/2022 11:42:26 - INFO - __main__ - global_steps 414750 loss: 0.08010731 04/13/2022 11:42:30 - INFO - __main__ - global_steps 414800 loss: 0.10640176 04/13/2022 11:42:35 - INFO - __main__ - global_steps 414850 loss: 0.10585424 04/13/2022 11:42:40 - INFO - __main__ - global_steps 414900 loss: 0.14227293 04/13/2022 11:42:44 - INFO - __main__ - global_steps 414950 loss: 0.12605522 04/13/2022 11:42:49 - INFO - __main__ - global_steps 415000 loss: 0.09773719 04/13/2022 11:42:49 - INFO - __main__ - ********** Running evaluating ********** 04/13/2022 11:42:53 - INFO - __main__ - ########## val_ar_acc 0.708433734939759 ########## 04/13/2022 11:42:58 - INFO - __main__ - ########## val_bg_acc 0.7365461847389558 ########## 04/13/2022 11:43:02 - INFO - __main__ - ########## val_de_acc 0.755421686746988 ########## 04/13/2022 11:43:07 - INFO - __main__ - ########## val_el_acc 0.7417670682730924 ########## 04/13/2022 11:43:11 - INFO - __main__ - ########## val_en_acc 0.8457831325301205 ########## 04/13/2022 11:43:16 - INFO - __main__ - ########## val_es_acc 0.7742971887550201 ########## 04/13/2022 11:43:20 - INFO - __main__ - ########## val_fr_acc 0.7742971887550201 ########## 04/13/2022 11:43:25 - INFO - __main__ - ########## val_hi_acc 0.6726907630522089 ########## 04/13/2022 11:43:29 - INFO - __main__ - ########## val_ru_acc 0.7289156626506024 ########## 04/13/2022 11:43:33 - INFO - __main__ - ########## val_sw_acc 0.6538152610441768 ########## 04/13/2022 11:43:37 - INFO - __main__ - ########## val_th_acc 0.6927710843373494 ########## 04/13/2022 11:43:42 - INFO - __main__ - ########## val_tr_acc 0.7032128514056225 ########## 04/13/2022 11:43:46 - INFO - __main__ - ########## val_ur_acc 0.623293172690763 ########## 04/13/2022 11:43:50 - INFO - __main__ - ########## val_vi_acc 0.727710843373494 ########## 04/13/2022 11:43:55 - INFO - __main__ - ########## val_zh_acc 0.7345381526104418 ########## 04/13/2022 11:44:03 - INFO - __main__ - ########## test_ar_acc 0.7083832335329341 ########## 04/13/2022 11:44:13 - INFO - __main__ - ########## test_bg_acc 0.7550898203592814 ########## 04/13/2022 11:44:21 - INFO - __main__ - ########## test_de_acc 0.755688622754491 ########## 04/13/2022 11:44:30 - INFO - __main__ - ########## test_el_acc 0.7381237524950099 ########## 04/13/2022 11:44:39 - INFO - __main__ - ########## test_en_acc 0.8403193612774451 ########## 04/13/2022 11:44:48 - INFO - __main__ - ########## test_es_acc 0.7880239520958083 ########## 04/13/2022 11:44:57 - INFO - __main__ - ########## test_fr_acc 0.7734530938123753 ########## 04/13/2022 11:45:07 - INFO - __main__ - ########## test_hi_acc 0.6602794411177645 ########## 04/13/2022 11:45:17 - INFO - __main__ - ########## test_ru_acc 0.7403193612774451 ########## 04/13/2022 11:45:25 - INFO - __main__ - ########## test_sw_acc 0.6616766467065869 ########## 04/13/2022 11:45:34 - INFO - __main__ - ########## test_th_acc 0.6996007984031936 ########## 04/13/2022 11:45:42 - INFO - __main__ - ########## test_tr_acc 0.7015968063872255 ########## 04/13/2022 11:45:52 - INFO - __main__ - ########## test_ur_acc 0.6271457085828344 ########## 04/13/2022 11:46:01 - INFO - __main__ - ########## test_vi_acc 0.7207584830339321 ########## 04/13/2022 11:46:09 - INFO - __main__ - ########## test_zh_acc 0.7221556886227545 ########## 04/13/2022 11:46:09 - INFO - __main__ - val_ar_acc = 0.708433734939759 04/13/2022 11:46:09 - INFO - __main__ - val_bg_acc = 0.7365461847389558 04/13/2022 11:46:09 - INFO - __main__ - val_de_acc = 0.755421686746988 04/13/2022 11:46:09 - INFO - __main__ - val_el_acc = 0.7417670682730924 04/13/2022 11:46:09 - INFO - __main__ - val_en_acc = 0.8457831325301205 04/13/2022 11:46:09 - INFO - __main__ - val_es_acc = 0.7742971887550201 04/13/2022 11:46:09 - INFO - __main__ - val_fr_acc = 0.7742971887550201 04/13/2022 11:46:09 - INFO - __main__ - val_hi_acc = 0.6726907630522089 04/13/2022 11:46:09 - INFO - __main__ - val_ru_acc = 0.7289156626506024 04/13/2022 11:46:09 - INFO - __main__ - val_sw_acc = 0.6538152610441768 04/13/2022 11:46:09 - INFO - __main__ - val_th_acc = 0.6927710843373494 04/13/2022 11:46:09 - INFO - __main__ - val_tr_acc = 0.7032128514056225 04/13/2022 11:46:09 - INFO - __main__ - val_ur_acc = 0.623293172690763 04/13/2022 11:46:09 - INFO - __main__ - val_vi_acc = 0.727710843373494 04/13/2022 11:46:09 - INFO - __main__ - val_zh_acc = 0.7345381526104418 04/13/2022 11:46:09 - INFO - __main__ - val_avg_acc = 0.7248995983935743 04/13/2022 11:46:09 - INFO - __main__ - test_ar_acc = 0.7083832335329341 04/13/2022 11:46:09 - INFO - __main__ - test_bg_acc = 0.7550898203592814 04/13/2022 11:46:09 - INFO - __main__ - test_de_acc = 0.755688622754491 04/13/2022 11:46:09 - INFO - __main__ - test_el_acc = 0.7381237524950099 04/13/2022 11:46:09 - INFO - __main__ - test_en_acc = 0.8403193612774451 04/13/2022 11:46:09 - INFO - __main__ - test_es_acc = 0.7880239520958083 04/13/2022 11:46:09 - INFO - __main__ - test_fr_acc = 0.7734530938123753 04/13/2022 11:46:09 - INFO - __main__ - test_hi_acc = 0.6602794411177645 04/13/2022 11:46:09 - INFO - __main__ - test_ru_acc = 0.7403193612774451 04/13/2022 11:46:09 - INFO - __main__ - test_sw_acc = 0.6616766467065869 04/13/2022 11:46:09 - INFO - __main__ - test_th_acc = 0.6996007984031936 04/13/2022 11:46:09 - INFO - __main__ - test_tr_acc = 0.7015968063872255 04/13/2022 11:46:09 - INFO - __main__ - test_ur_acc = 0.6271457085828344 04/13/2022 11:46:09 - INFO - __main__ - test_vi_acc = 0.7207584830339321 04/13/2022 11:46:09 - INFO - __main__ - test_zh_acc = 0.7221556886227545 04/13/2022 11:46:09 - INFO - __main__ - test_avg_acc = 0.7261743180306054 04/13/2022 11:46:11 - INFO - utils - remove old ckpt: xnli_right_avg_new/ckpt/step-415000-test_avg_acc-0.7261743180306054-val_avg_acc-0.7248995983935743 04/13/2022 11:46:11 - INFO - __main__ - ********** Evaluating Done ********** 04/13/2022 11:46:15 - INFO - __main__ - global_steps 415050 loss: 0.07120756 04/13/2022 11:46:20 - INFO - __main__ - global_steps 415100 loss: 0.10031575 04/13/2022 11:46:25 - INFO - __main__ - global_steps 415150 loss: 0.07321858 04/13/2022 11:46:29 - INFO - __main__ - global_steps 415200 loss: 0.11926506 04/13/2022 11:46:34 - INFO - __main__ - global_steps 415250 loss: 0.09625405 04/13/2022 11:46:38 - INFO - __main__ - global_steps 415300 loss: 0.10256380 04/13/2022 11:46:43 - INFO - __main__ - global_steps 415350 loss: 0.09003809 04/13/2022 11:46:48 - INFO - __main__ - global_steps 415400 loss: 0.11709699 04/13/2022 11:46:52 - INFO - __main__ - global_steps 415450 loss: 0.05577956 04/13/2022 11:46:57 - INFO - __main__ - global_steps 415500 loss: 0.11460645 04/13/2022 11:47:01 - INFO - __main__ - global_steps 415550 loss: 0.05979385 04/13/2022 11:47:06 - INFO - __main__ - global_steps 415600 loss: 0.11606999 04/13/2022 11:47:11 - INFO - __main__ - global_steps 415650 loss: 0.13473311 04/13/2022 11:47:15 - INFO - __main__ - global_steps 415700 loss: 0.07766342 04/13/2022 11:47:20 - INFO - __main__ - global_steps 415750 loss: 0.07620390 04/13/2022 11:47:25 - INFO - __main__ - global_steps 415800 loss: 0.08455304 04/13/2022 11:47:29 - INFO - __main__ - global_steps 415850 loss: 0.19113390 04/13/2022 11:47:34 - INFO - __main__ - global_steps 415900 loss: 0.11639184 04/13/2022 11:47:38 - INFO - __main__ - global_steps 415950 loss: 0.08371642 04/13/2022 11:47:43 - INFO - __main__ - global_steps 416000 loss: 0.11889917 04/13/2022 11:47:48 - INFO - __main__ - global_steps 416050 loss: 0.11108355 04/13/2022 11:47:52 - INFO - __main__ - global_steps 416100 loss: 0.08924981 04/13/2022 11:47:57 - INFO - __main__ - global_steps 416150 loss: 0.11306945 04/13/2022 11:48:01 - INFO - __main__ - global_steps 416200 loss: 0.06998672 04/13/2022 11:48:06 - INFO - __main__ - global_steps 416250 loss: 0.18105224 04/13/2022 11:48:11 - INFO - __main__ - global_steps 416300 loss: 0.11537647 04/13/2022 11:48:15 - INFO - __main__ - global_steps 416350 loss: 0.07685182 04/13/2022 11:48:20 - INFO - __main__ - global_steps 416400 loss: 0.07455417 04/13/2022 11:48:24 - INFO - __main__ - global_steps 416450 loss: 0.14445752 04/13/2022 11:48:29 - INFO - __main__ - global_steps 416500 loss: 0.10146550 04/13/2022 11:48:34 - INFO - __main__ - global_steps 416550 loss: 0.06072851 04/13/2022 11:48:38 - INFO - __main__ - global_steps 416600 loss: 0.08043115 04/13/2022 11:48:43 - INFO - __main__ - global_steps 416650 loss: 0.07252960 04/13/2022 11:48:47 - INFO - __main__ - global_steps 416700 loss: 0.15050912 04/13/2022 11:48:52 - INFO - __main__ - global_steps 416750 loss: 0.13861161 04/13/2022 11:48:57 - INFO - __main__ - global_steps 416800 loss: 0.08642695 04/13/2022 11:49:01 - INFO - __main__ - global_steps 416850 loss: 0.10067375 04/13/2022 11:49:06 - INFO - __main__ - global_steps 416900 loss: 0.11652840 04/13/2022 11:49:11 - INFO - __main__ - global_steps 416950 loss: 0.10192777 04/13/2022 11:49:15 - INFO - __main__ - global_steps 417000 loss: 0.11792313 04/13/2022 11:49:20 - INFO - __main__ - global_steps 417050 loss: 0.14449621 04/13/2022 11:49:25 - INFO - __main__ - global_steps 417100 loss: 0.06495576 04/13/2022 11:49:29 - INFO - __main__ - global_steps 417150 loss: 0.11020356 04/13/2022 11:49:34 - INFO - __main__ - global_steps 417200 loss: 0.10899541 04/13/2022 11:49:38 - INFO - __main__ - global_steps 417250 loss: 0.07274896 04/13/2022 11:49:43 - INFO - __main__ - global_steps 417300 loss: 0.08981543 04/13/2022 11:49:48 - INFO - __main__ - global_steps 417350 loss: 0.15173415 04/13/2022 11:49:52 - INFO - __main__ - global_steps 417400 loss: 0.09778760 04/13/2022 11:49:57 - INFO - __main__ - global_steps 417450 loss: 0.09030386 04/13/2022 11:50:01 - INFO - __main__ - global_steps 417500 loss: 0.08222938 04/13/2022 11:50:01 - INFO - __main__ - ********** Running evaluating ********** 04/13/2022 11:50:06 - INFO - __main__ - ########## val_ar_acc 0.6871485943775101 ########## 04/13/2022 11:50:10 - INFO - __main__ - ########## val_bg_acc 0.7329317269076305 ########## 04/13/2022 11:50:15 - INFO - __main__ - ########## val_de_acc 0.7437751004016064 ########## 04/13/2022 11:50:19 - INFO - __main__ - ########## val_el_acc 0.736144578313253 ########## 04/13/2022 11:50:24 - INFO - __main__ - ########## val_en_acc 0.8413654618473896 ########## 04/13/2022 11:50:28 - INFO - __main__ - ########## val_es_acc 0.7674698795180723 ########## 04/13/2022 11:50:33 - INFO - __main__ - ########## val_fr_acc 0.7626506024096386 ########## 04/13/2022 11:50:37 - INFO - __main__ - ########## val_hi_acc 0.661847389558233 ########## 04/13/2022 11:50:42 - INFO - __main__ - ########## val_ru_acc 0.7172690763052209 ########## 04/13/2022 11:50:46 - INFO - __main__ - ########## val_sw_acc 0.6497991967871486 ########## 04/13/2022 11:50:51 - INFO - __main__ - ########## val_th_acc 0.6718875502008033 ########## 04/13/2022 11:50:55 - INFO - __main__ - ########## val_tr_acc 0.6963855421686747 ########## 04/13/2022 11:51:00 - INFO - __main__ - ########## val_ur_acc 0.6164658634538153 ########## 04/13/2022 11:51:04 - INFO - __main__ - ########## val_vi_acc 0.7172690763052209 ########## 04/13/2022 11:51:09 - INFO - __main__ - ########## val_zh_acc 0.7248995983935743 ########## 04/13/2022 11:51:17 - INFO - __main__ - ########## test_ar_acc 0.7021956087824351 ########## 04/13/2022 11:51:27 - INFO - __main__ - ########## test_bg_acc 0.7445109780439122 ########## 04/13/2022 11:51:36 - INFO - __main__ - ########## test_de_acc 0.7502994011976047 ########## 04/13/2022 11:51:45 - INFO - __main__ - ########## test_el_acc 0.7303393213572854 ########## 04/13/2022 11:51:53 - INFO - __main__ - ########## test_en_acc 0.8317365269461078 ########## 04/13/2022 11:52:02 - INFO - __main__ - ########## test_es_acc 0.7744510978043913 ########## 04/13/2022 11:52:11 - INFO - __main__ - ########## test_fr_acc 0.7644710578842315 ########## 04/13/2022 11:52:20 - INFO - __main__ - ########## test_hi_acc 0.6544910179640718 ########## 04/13/2022 11:52:30 - INFO - __main__ - ########## test_ru_acc 0.7273453093812375 ########## 04/13/2022 11:52:38 - INFO - __main__ - ########## test_sw_acc 0.6568862275449102 ########## 04/13/2022 11:52:47 - INFO - __main__ - ########## test_th_acc 0.6870259481037924 ########## 04/13/2022 11:52:56 - INFO - __main__ - ########## test_tr_acc 0.6892215568862275 ########## 04/13/2022 11:53:06 - INFO - __main__ - ########## test_ur_acc 0.6223552894211577 ########## 04/13/2022 11:53:15 - INFO - __main__ - ########## test_vi_acc 0.7121756487025949 ########## 04/13/2022 11:53:25 - INFO - __main__ - ########## test_zh_acc 0.7153692614770459 ########## 04/13/2022 11:53:25 - INFO - __main__ - val_ar_acc = 0.6871485943775101 04/13/2022 11:53:25 - INFO - __main__ - val_bg_acc = 0.7329317269076305 04/13/2022 11:53:25 - INFO - __main__ - val_de_acc = 0.7437751004016064 04/13/2022 11:53:25 - INFO - __main__ - val_el_acc = 0.736144578313253 04/13/2022 11:53:25 - INFO - __main__ - val_en_acc = 0.8413654618473896 04/13/2022 11:53:25 - INFO - __main__ - val_es_acc = 0.7674698795180723 04/13/2022 11:53:25 - INFO - __main__ - val_fr_acc = 0.7626506024096386 04/13/2022 11:53:25 - INFO - __main__ - val_hi_acc = 0.661847389558233 04/13/2022 11:53:25 - INFO - __main__ - val_ru_acc = 0.7172690763052209 04/13/2022 11:53:25 - INFO - __main__ - val_sw_acc = 0.6497991967871486 04/13/2022 11:53:25 - INFO - __main__ - val_th_acc = 0.6718875502008033 04/13/2022 11:53:25 - INFO - __main__ - val_tr_acc = 0.6963855421686747 04/13/2022 11:53:25 - INFO - __main__ - val_ur_acc = 0.6164658634538153 04/13/2022 11:53:25 - INFO - __main__ - val_vi_acc = 0.7172690763052209 04/13/2022 11:53:25 - INFO - __main__ - val_zh_acc = 0.7248995983935743 04/13/2022 11:53:25 - INFO - __main__ - val_avg_acc = 0.7151539491298526 04/13/2022 11:53:25 - INFO - __main__ - test_ar_acc = 0.7021956087824351 04/13/2022 11:53:25 - INFO - __main__ - test_bg_acc = 0.7445109780439122 04/13/2022 11:53:25 - INFO - __main__ - test_de_acc = 0.7502994011976047 04/13/2022 11:53:25 - INFO - __main__ - test_el_acc = 0.7303393213572854 04/13/2022 11:53:25 - INFO - __main__ - test_en_acc = 0.8317365269461078 04/13/2022 11:53:25 - INFO - __main__ - test_es_acc = 0.7744510978043913 04/13/2022 11:53:25 - INFO - __main__ - test_fr_acc = 0.7644710578842315 04/13/2022 11:53:25 - INFO - __main__ - test_hi_acc = 0.6544910179640718 04/13/2022 11:53:25 - INFO - __main__ - test_ru_acc = 0.7273453093812375 04/13/2022 11:53:25 - INFO - __main__ - test_sw_acc = 0.6568862275449102 04/13/2022 11:53:25 - INFO - __main__ - test_th_acc = 0.6870259481037924 04/13/2022 11:53:25 - INFO - __main__ - test_tr_acc = 0.6892215568862275 04/13/2022 11:53:25 - INFO - __main__ - test_ur_acc = 0.6223552894211577 04/13/2022 11:53:25 - INFO - __main__ - test_vi_acc = 0.7121756487025949 04/13/2022 11:53:25 - INFO - __main__ - test_zh_acc = 0.7153692614770459 04/13/2022 11:53:25 - INFO - __main__ - test_avg_acc = 0.7175249500998003 04/13/2022 11:53:26 - INFO - utils - remove old ckpt: xnli_right_avg_new/ckpt/step-417500-test_avg_acc-0.7175249500998003-val_avg_acc-0.7151539491298526 04/13/2022 11:53:26 - INFO - __main__ - ********** Evaluating Done ********** 04/13/2022 11:53:31 - INFO - __main__ - global_steps 417550 loss: 0.05796535 04/13/2022 11:53:35 - INFO - __main__ - global_steps 417600 loss: 0.07287282 04/13/2022 11:53:40 - INFO - __main__ - global_steps 417650 loss: 0.04050640 04/13/2022 11:53:45 - INFO - __main__ - global_steps 417700 loss: 0.09958767 04/13/2022 11:53:50 - INFO - __main__ - global_steps 417750 loss: 0.12576073 04/13/2022 11:53:54 - INFO - __main__ - global_steps 417800 loss: 0.08234762 04/13/2022 11:53:59 - INFO - __main__ - global_steps 417850 loss: 0.08564903 04/13/2022 11:54:04 - INFO - __main__ - global_steps 417900 loss: 0.13350141 04/13/2022 11:54:08 - INFO - __main__ - global_steps 417950 loss: 0.11568714 04/13/2022 11:54:13 - INFO - __main__ - global_steps 418000 loss: 0.14193870 04/13/2022 11:54:18 - INFO - __main__ - global_steps 418050 loss: 0.09807625 04/13/2022 11:54:22 - INFO - __main__ - global_steps 418100 loss: 0.08855846 04/13/2022 11:54:27 - INFO - __main__ - global_steps 418150 loss: 0.08847505 04/13/2022 11:54:32 - INFO - __main__ - global_steps 418200 loss: 0.09559826 04/13/2022 11:54:36 - INFO - __main__ - global_steps 418250 loss: 0.10998331 04/13/2022 11:54:41 - INFO - __main__ - global_steps 418300 loss: 0.12146548 04/13/2022 11:54:46 - INFO - __main__ - global_steps 418350 loss: 0.13243435 04/13/2022 11:54:50 - INFO - __main__ - global_steps 418400 loss: 0.10541832 04/13/2022 11:54:55 - INFO - __main__ - global_steps 418450 loss: 0.10392116 04/13/2022 11:55:00 - INFO - __main__ - global_steps 418500 loss: 0.08763765 04/13/2022 11:55:04 - INFO - __main__ - global_steps 418550 loss: 0.10312463 04/13/2022 11:55:09 - INFO - __main__ - global_steps 418600 loss: 0.08749366 04/13/2022 11:55:14 - INFO - __main__ - global_steps 418650 loss: 0.09023619 04/13/2022 11:55:18 - INFO - __main__ - global_steps 418700 loss: 0.11347135 04/13/2022 11:55:23 - INFO - __main__ - global_steps 418750 loss: 0.08371481 04/13/2022 11:55:28 - INFO - __main__ - global_steps 418800 loss: 0.07175669 04/13/2022 11:55:32 - INFO - __main__ - global_steps 418850 loss: 0.12139176 04/13/2022 11:55:37 - INFO - __main__ - global_steps 418900 loss: 0.07671434 04/13/2022 11:55:42 - INFO - __main__ - global_steps 418950 loss: 0.09253059 04/13/2022 11:55:46 - INFO - __main__ - global_steps 419000 loss: 0.09871781 04/13/2022 11:55:51 - INFO - __main__ - global_steps 419050 loss: 0.10536029 04/13/2022 11:55:56 - INFO - __main__ - global_steps 419100 loss: 0.10727142 04/13/2022 11:56:00 - INFO - __main__ - global_steps 419150 loss: 0.12533224 04/13/2022 11:56:05 - INFO - __main__ - global_steps 419200 loss: 0.06764957 04/13/2022 11:56:10 - INFO - __main__ - global_steps 419250 loss: 0.09708078 04/13/2022 11:56:14 - INFO - __main__ - global_steps 419300 loss: 0.13217577 04/13/2022 11:56:19 - INFO - __main__ - global_steps 419350 loss: 0.07230546 04/13/2022 11:56:24 - INFO - __main__ - global_steps 419400 loss: 0.04382737 04/13/2022 11:56:28 - INFO - __main__ - global_steps 419450 loss: 0.08988639 04/13/2022 11:56:33 - INFO - __main__ - global_steps 419500 loss: 0.12667651 04/13/2022 11:56:38 - INFO - __main__ - global_steps 419550 loss: 0.09749803 04/13/2022 11:56:42 - INFO - __main__ - global_steps 419600 loss: 0.07916470 04/13/2022 11:56:47 - INFO - __main__ - global_steps 419650 loss: 0.07053230 04/13/2022 11:56:52 - INFO - __main__ - global_steps 419700 loss: 0.07420298 04/13/2022 11:56:56 - INFO - __main__ - global_steps 419750 loss: 0.06847352 04/13/2022 11:57:01 - INFO - __main__ - global_steps 419800 loss: 0.08434068 04/13/2022 11:57:06 - INFO - __main__ - global_steps 419850 loss: 0.08056069 04/13/2022 11:57:10 - INFO - __main__ - global_steps 419900 loss: 0.16404276 04/13/2022 11:57:15 - INFO - __main__ - global_steps 419950 loss: 0.12666018 04/13/2022 11:57:20 - INFO - __main__ - global_steps 420000 loss: 0.08720487 04/13/2022 11:57:20 - INFO - __main__ - ********** Running evaluating ********** 04/13/2022 11:57:24 - INFO - __main__ - ########## val_ar_acc 0.7012048192771084 ########## 04/13/2022 11:57:29 - INFO - __main__ - ########## val_bg_acc 0.7465863453815261 ########## 04/13/2022 11:57:33 - INFO - __main__ - ########## val_de_acc 0.7497991967871486 ########## 04/13/2022 11:57:38 - INFO - __main__ - ########## val_el_acc 0.7461847389558233 ########## 04/13/2022 11:57:42 - INFO - __main__ - ########## val_en_acc 0.8425702811244979 ########## 04/13/2022 11:57:47 - INFO - __main__ - ########## val_es_acc 0.7746987951807229 ########## 04/13/2022 11:57:51 - INFO - __main__ - ########## val_fr_acc 0.7662650602409639 ########## 04/13/2022 11:57:56 - INFO - __main__ - ########## val_hi_acc 0.6726907630522089 ########## 04/13/2022 11:58:01 - INFO - __main__ - ########## val_ru_acc 0.7164658634538152 ########## 04/13/2022 11:58:05 - INFO - __main__ - ########## val_sw_acc 0.6574297188755021 ########## 04/13/2022 11:58:10 - INFO - __main__ - ########## val_th_acc 0.6815261044176707 ########## 04/13/2022 11:58:14 - INFO - __main__ - ########## val_tr_acc 0.7072289156626506 ########## 04/13/2022 11:58:19 - INFO - __main__ - ########## val_ur_acc 0.6216867469879518 ########## 04/13/2022 11:58:23 - INFO - __main__ - ########## val_vi_acc 0.7216867469879518 ########## 04/13/2022 11:58:28 - INFO - __main__ - ########## val_zh_acc 0.7349397590361446 ########## 04/13/2022 11:58:36 - INFO - __main__ - ########## test_ar_acc 0.7073852295409182 ########## 04/13/2022 11:58:46 - INFO - __main__ - ########## test_bg_acc 0.7560878243512974 ########## 04/13/2022 11:58:55 - INFO - __main__ - ########## test_de_acc 0.7508982035928143 ########## 04/13/2022 11:59:05 - INFO - __main__ - ########## test_el_acc 0.7381237524950099 ########## 04/13/2022 11:59:13 - INFO - __main__ - ########## test_en_acc 0.8421157684630739 ########## 04/13/2022 11:59:23 - INFO - __main__ - ########## test_es_acc 0.7776447105788423 ########## 04/13/2022 11:59:32 - INFO - __main__ - ########## test_fr_acc 0.7766467065868263 ########## 04/13/2022 11:59:42 - INFO - __main__ - ########## test_hi_acc 0.6622754491017964 ########## 04/13/2022 11:59:51 - INFO - __main__ - ########## test_ru_acc 0.7401197604790419 ########## 04/13/2022 12:00:00 - INFO - __main__ - ########## test_sw_acc 0.6614770459081837 ########## 04/13/2022 12:00:09 - INFO - __main__ - ########## test_th_acc 0.6870259481037924 ########## 04/13/2022 12:00:18 - INFO - __main__ - ########## test_tr_acc 0.7043912175648702 ########## 04/13/2022 12:00:28 - INFO - __main__ - ########## test_ur_acc 0.6259481037924152 ########## 04/13/2022 12:00:37 - INFO - __main__ - ########## test_vi_acc 0.7179640718562874 ########## 04/13/2022 12:00:46 - INFO - __main__ - ########## test_zh_acc 0.7193612774451098 ########## 04/13/2022 12:00:46 - INFO - __main__ - val_ar_acc = 0.7012048192771084 04/13/2022 12:00:46 - INFO - __main__ - val_bg_acc = 0.7465863453815261 04/13/2022 12:00:46 - INFO - __main__ - val_de_acc = 0.7497991967871486 04/13/2022 12:00:46 - INFO - __main__ - val_el_acc = 0.7461847389558233 04/13/2022 12:00:46 - INFO - __main__ - val_en_acc = 0.8425702811244979 04/13/2022 12:00:46 - INFO - __main__ - val_es_acc = 0.7746987951807229 04/13/2022 12:00:46 - INFO - __main__ - val_fr_acc = 0.7662650602409639 04/13/2022 12:00:46 - INFO - __main__ - val_hi_acc = 0.6726907630522089 04/13/2022 12:00:46 - INFO - __main__ - val_ru_acc = 0.7164658634538152 04/13/2022 12:00:46 - INFO - __main__ - val_sw_acc = 0.6574297188755021 04/13/2022 12:00:46 - INFO - __main__ - val_th_acc = 0.6815261044176707 04/13/2022 12:00:46 - INFO - __main__ - val_tr_acc = 0.7072289156626506 04/13/2022 12:00:46 - INFO - __main__ - val_ur_acc = 0.6216867469879518 04/13/2022 12:00:46 - INFO - __main__ - val_vi_acc = 0.7216867469879518 04/13/2022 12:00:46 - INFO - __main__ - val_zh_acc = 0.7349397590361446 04/13/2022 12:00:46 - INFO - __main__ - val_avg_acc = 0.7227309236947791 04/13/2022 12:00:46 - INFO - __main__ - test_ar_acc = 0.7073852295409182 04/13/2022 12:00:46 - INFO - __main__ - test_bg_acc = 0.7560878243512974 04/13/2022 12:00:46 - INFO - __main__ - test_de_acc = 0.7508982035928143 04/13/2022 12:00:46 - INFO - __main__ - test_el_acc = 0.7381237524950099 04/13/2022 12:00:46 - INFO - __main__ - test_en_acc = 0.8421157684630739 04/13/2022 12:00:46 - INFO - __main__ - test_es_acc = 0.7776447105788423 04/13/2022 12:00:46 - INFO - __main__ - test_fr_acc = 0.7766467065868263 04/13/2022 12:00:46 - INFO - __main__ - test_hi_acc = 0.6622754491017964 04/13/2022 12:00:46 - INFO - __main__ - test_ru_acc = 0.7401197604790419 04/13/2022 12:00:46 - INFO - __main__ - test_sw_acc = 0.6614770459081837 04/13/2022 12:00:46 - INFO - __main__ - test_th_acc = 0.6870259481037924 04/13/2022 12:00:46 - INFO - __main__ - test_tr_acc = 0.7043912175648702 04/13/2022 12:00:46 - INFO - __main__ - test_ur_acc = 0.6259481037924152 04/13/2022 12:00:46 - INFO - __main__ - test_vi_acc = 0.7179640718562874 04/13/2022 12:00:46 - INFO - __main__ - test_zh_acc = 0.7193612774451098 04/13/2022 12:00:46 - INFO - __main__ - test_avg_acc = 0.7244976713240187 04/13/2022 12:00:47 - INFO - utils - remove old ckpt: xnli_right_avg_new/ckpt/step-420000-test_avg_acc-0.7244976713240187-val_avg_acc-0.7227309236947791 04/13/2022 12:00:47 - INFO - __main__ - ********** Evaluating Done ********** 04/13/2022 12:00:51 - INFO - __main__ - global_steps 420050 loss: 0.13243370 04/13/2022 12:00:56 - INFO - __main__ - global_steps 420100 loss: 0.15173009 04/13/2022 12:01:00 - INFO - __main__ - global_steps 420150 loss: 0.10309321 04/13/2022 12:01:05 - INFO - __main__ - global_steps 420200 loss: 0.10559856 04/13/2022 12:01:10 - INFO - __main__ - global_steps 420250 loss: 0.09341645 04/13/2022 12:01:14 - INFO - __main__ - global_steps 420300 loss: 0.09110164 04/13/2022 12:01:19 - INFO - __main__ - global_steps 420350 loss: 0.11231980 04/13/2022 12:01:24 - INFO - __main__ - global_steps 420400 loss: 0.10472424 04/13/2022 12:01:29 - INFO - __main__ - global_steps 420450 loss: 0.10893221 04/13/2022 12:01:33 - INFO - __main__ - global_steps 420500 loss: 0.10134732 04/13/2022 12:01:38 - INFO - __main__ - global_steps 420550 loss: 0.10474175 04/13/2022 12:01:43 - INFO - __main__ - global_steps 420600 loss: 0.09075784 04/13/2022 12:01:48 - INFO - __main__ - global_steps 420650 loss: 0.12544969 04/13/2022 12:01:52 - INFO - __main__ - global_steps 420700 loss: 0.07769789 04/13/2022 12:01:57 - INFO - __main__ - global_steps 420750 loss: 0.14084599 04/13/2022 12:02:02 - INFO - __main__ - global_steps 420800 loss: 0.08486482 04/13/2022 12:02:06 - INFO - __main__ - global_steps 420850 loss: 0.07240249 04/13/2022 12:02:11 - INFO - __main__ - global_steps 420900 loss: 0.08965478 04/13/2022 12:02:16 - INFO - __main__ - global_steps 420950 loss: 0.13245713 04/13/2022 12:02:21 - INFO - __main__ - global_steps 421000 loss: 0.10263932 04/13/2022 12:02:25 - INFO - __main__ - global_steps 421050 loss: 0.09957008 04/13/2022 12:02:30 - INFO - __main__ - global_steps 421100 loss: 0.11301443 04/13/2022 12:02:35 - INFO - __main__ - global_steps 421150 loss: 0.10266997 04/13/2022 12:02:40 - INFO - __main__ - global_steps 421200 loss: 0.09909147 04/13/2022 12:02:44 - INFO - __main__ - global_steps 421250 loss: 0.05419475 04/13/2022 12:02:49 - INFO - __main__ - global_steps 421300 loss: 0.11200761 04/13/2022 12:02:54 - INFO - __main__ - global_steps 421350 loss: 0.10623139 04/13/2022 12:02:58 - INFO - __main__ - global_steps 421400 loss: 0.08942424 04/13/2022 12:03:03 - INFO - __main__ - global_steps 421450 loss: 0.11061830 04/13/2022 12:03:08 - INFO - __main__ - global_steps 421500 loss: 0.09694901 04/13/2022 12:03:13 - INFO - __main__ - global_steps 421550 loss: 0.08902257 04/13/2022 12:03:17 - INFO - __main__ - global_steps 421600 loss: 0.10138195 04/13/2022 12:03:22 - INFO - __main__ - global_steps 421650 loss: 0.11999170 04/13/2022 12:03:27 - INFO - __main__ - global_steps 421700 loss: 0.09065441 04/13/2022 12:03:31 - INFO - __main__ - global_steps 421750 loss: 0.09666151 04/13/2022 12:03:36 - INFO - __main__ - global_steps 421800 loss: 0.08050601 04/13/2022 12:03:41 - INFO - __main__ - global_steps 421850 loss: 0.10638528 04/13/2022 12:03:46 - INFO - __main__ - global_steps 421900 loss: 0.07123748 04/13/2022 12:03:50 - INFO - __main__ - global_steps 421950 loss: 0.10909780 04/13/2022 12:03:55 - INFO - __main__ - global_steps 422000 loss: 0.10787505 04/13/2022 12:04:00 - INFO - __main__ - global_steps 422050 loss: 0.07155094 04/13/2022 12:04:05 - INFO - __main__ - global_steps 422100 loss: 0.07850039 04/13/2022 12:04:09 - INFO - __main__ - global_steps 422150 loss: 0.06795320 04/13/2022 12:04:14 - INFO - __main__ - global_steps 422200 loss: 0.11557944 04/13/2022 12:04:19 - INFO - __main__ - global_steps 422250 loss: 0.10129420 04/13/2022 12:04:24 - INFO - __main__ - global_steps 422300 loss: 0.12254798 04/13/2022 12:04:28 - INFO - __main__ - global_steps 422350 loss: 0.10794884 04/13/2022 12:04:33 - INFO - __main__ - global_steps 422400 loss: 0.08871904 04/13/2022 12:04:38 - INFO - __main__ - global_steps 422450 loss: 0.08891126 04/13/2022 12:04:42 - INFO - __main__ - global_steps 422500 loss: 0.07489879 04/13/2022 12:04:42 - INFO - __main__ - ********** Running evaluating ********** 04/13/2022 12:04:47 - INFO - __main__ - ########## val_ar_acc 0.6827309236947792 ########## 04/13/2022 12:04:51 - INFO - __main__ - ########## val_bg_acc 0.7325301204819277 ########## 04/13/2022 12:04:56 - INFO - __main__ - ########## val_de_acc 0.7369477911646586 ########## 04/13/2022 12:05:01 - INFO - __main__ - ########## val_el_acc 0.7301204819277108 ########## 04/13/2022 12:05:05 - INFO - __main__ - ########## val_en_acc 0.8377510040160643 ########## 04/13/2022 12:05:10 - INFO - __main__ - ########## val_es_acc 0.7690763052208835 ########## 04/13/2022 12:05:14 - INFO - __main__ - ########## val_fr_acc 0.7586345381526104 ########## 04/13/2022 12:05:19 - INFO - __main__ - ########## val_hi_acc 0.6634538152610442 ########## 04/13/2022 12:05:24 - INFO - __main__ - ########## val_ru_acc 0.7144578313253012 ########## 04/13/2022 12:05:28 - INFO - __main__ - ########## val_sw_acc 0.6550200803212851 ########## 04/13/2022 12:05:33 - INFO - __main__ - ########## val_th_acc 0.6698795180722892 ########## 04/13/2022 12:05:37 - INFO - __main__ - ########## val_tr_acc 0.7008032128514057 ########## 04/13/2022 12:05:42 - INFO - __main__ - ########## val_ur_acc 0.6160642570281124 ########## 04/13/2022 12:05:46 - INFO - __main__ - ########## val_vi_acc 0.7112449799196787 ########## 04/13/2022 12:05:51 - INFO - __main__ - ########## val_zh_acc 0.7232931726907631 ########## 04/13/2022 12:06:00 - INFO - __main__ - ########## test_ar_acc 0.7007984031936128 ########## 04/13/2022 12:06:09 - INFO - __main__ - ########## test_bg_acc 0.7495009980039921 ########## 04/13/2022 12:06:19 - INFO - __main__ - ########## test_de_acc 0.744311377245509 ########## 04/13/2022 12:06:28 - INFO - __main__ - ########## test_el_acc 0.730938123752495 ########## 04/13/2022 12:06:37 - INFO - __main__ - ########## test_en_acc 0.8385229540918163 ########## 04/13/2022 12:06:46 - INFO - __main__ - ########## test_es_acc 0.7726546906187625 ########## 04/13/2022 12:06:56 - INFO - __main__ - ########## test_fr_acc 0.7678642714570858 ########## 04/13/2022 12:07:06 - INFO - __main__ - ########## test_hi_acc 0.6586826347305389 ########## 04/13/2022 12:07:15 - INFO - __main__ - ########## test_ru_acc 0.7283433133732535 ########## 04/13/2022 12:07:24 - INFO - __main__ - ########## test_sw_acc 0.6582834331337325 ########## 04/13/2022 12:07:33 - INFO - __main__ - ########## test_th_acc 0.6742514970059881 ########## 04/13/2022 12:07:42 - INFO - __main__ - ########## test_tr_acc 0.6976047904191617 ########## 04/13/2022 12:07:51 - INFO - __main__ - ########## test_ur_acc 0.6199600798403193 ########## 04/13/2022 12:08:01 - INFO - __main__ - ########## test_vi_acc 0.7131736526946107 ########## 04/13/2022 12:08:10 - INFO - __main__ - ########## test_zh_acc 0.7151696606786427 ########## 04/13/2022 12:08:10 - INFO - __main__ - val_ar_acc = 0.6827309236947792 04/13/2022 12:08:10 - INFO - __main__ - val_bg_acc = 0.7325301204819277 04/13/2022 12:08:10 - INFO - __main__ - val_de_acc = 0.7369477911646586 04/13/2022 12:08:10 - INFO - __main__ - val_el_acc = 0.7301204819277108 04/13/2022 12:08:10 - INFO - __main__ - val_en_acc = 0.8377510040160643 04/13/2022 12:08:10 - INFO - __main__ - val_es_acc = 0.7690763052208835 04/13/2022 12:08:10 - INFO - __main__ - val_fr_acc = 0.7586345381526104 04/13/2022 12:08:10 - INFO - __main__ - val_hi_acc = 0.6634538152610442 04/13/2022 12:08:10 - INFO - __main__ - val_ru_acc = 0.7144578313253012 04/13/2022 12:08:10 - INFO - __main__ - val_sw_acc = 0.6550200803212851 04/13/2022 12:08:10 - INFO - __main__ - val_th_acc = 0.6698795180722892 04/13/2022 12:08:10 - INFO - __main__ - val_tr_acc = 0.7008032128514057 04/13/2022 12:08:10 - INFO - __main__ - val_ur_acc = 0.6160642570281124 04/13/2022 12:08:10 - INFO - __main__ - val_vi_acc = 0.7112449799196787 04/13/2022 12:08:10 - INFO - __main__ - val_zh_acc = 0.7232931726907631 04/13/2022 12:08:10 - INFO - __main__ - val_avg_acc = 0.713467202141901 04/13/2022 12:08:10 - INFO - __main__ - test_ar_acc = 0.7007984031936128 04/13/2022 12:08:10 - INFO - __main__ - test_bg_acc = 0.7495009980039921 04/13/2022 12:08:10 - INFO - __main__ - test_de_acc = 0.744311377245509 04/13/2022 12:08:10 - INFO - __main__ - test_el_acc = 0.730938123752495 04/13/2022 12:08:10 - INFO - __main__ - test_en_acc = 0.8385229540918163 04/13/2022 12:08:10 - INFO - __main__ - test_es_acc = 0.7726546906187625 04/13/2022 12:08:10 - INFO - __main__ - test_fr_acc = 0.7678642714570858 04/13/2022 12:08:10 - INFO - __main__ - test_hi_acc = 0.6586826347305389 04/13/2022 12:08:10 - INFO - __main__ - test_ru_acc = 0.7283433133732535 04/13/2022 12:08:10 - INFO - __main__ - test_sw_acc = 0.6582834331337325 04/13/2022 12:08:10 - INFO - __main__ - test_th_acc = 0.6742514970059881 04/13/2022 12:08:10 - INFO - __main__ - test_tr_acc = 0.6976047904191617 04/13/2022 12:08:10 - INFO - __main__ - test_ur_acc = 0.6199600798403193 04/13/2022 12:08:10 - INFO - __main__ - test_vi_acc = 0.7131736526946107 04/13/2022 12:08:10 - INFO - __main__ - test_zh_acc = 0.7151696606786427 04/13/2022 12:08:10 - INFO - __main__ - test_avg_acc = 0.718003992015968 04/13/2022 12:08:11 - INFO - utils - remove old ckpt: xnli_right_avg_new/ckpt/step-422500-test_avg_acc-0.718003992015968-val_avg_acc-0.713467202141901 04/13/2022 12:08:11 - INFO - __main__ - ********** Evaluating Done ********** 04/13/2022 12:08:16 - INFO - __main__ - global_steps 422550 loss: 0.10997786 04/13/2022 12:08:20 - INFO - __main__ - global_steps 422600 loss: 0.08985456 04/13/2022 12:08:25 - INFO - __main__ - global_steps 422650 loss: 0.12446955 04/13/2022 12:08:30 - INFO - __main__ - global_steps 422700 loss: 0.11764879 04/13/2022 12:08:35 - INFO - __main__ - global_steps 422750 loss: 0.07337839 04/13/2022 12:08:39 - INFO - __main__ - global_steps 422800 loss: 0.08096955 04/13/2022 12:08:44 - INFO - __main__ - global_steps 422850 loss: 0.14311524 04/13/2022 12:08:48 - INFO - __main__ - global_steps 422900 loss: 0.06481632 04/13/2022 12:08:53 - INFO - __main__ - global_steps 422950 loss: 0.09908185 04/13/2022 12:08:58 - INFO - __main__ - global_steps 423000 loss: 0.10104891 04/13/2022 12:09:03 - INFO - __main__ - global_steps 423050 loss: 0.10221344 04/13/2022 12:09:07 - INFO - __main__ - global_steps 423100 loss: 0.11215817 04/13/2022 12:09:11 - INFO - __main__ - global_steps 423150 loss: 0.07202466 04/13/2022 12:09:16 - INFO - __main__ - global_steps 423200 loss: 0.06653838 04/13/2022 12:09:20 - INFO - __main__ - global_steps 423250 loss: 0.09465447 04/13/2022 12:09:25 - INFO - __main__ - global_steps 423300 loss: 0.09446598 04/13/2022 12:09:29 - INFO - __main__ - global_steps 423350 loss: 0.12164754 04/13/2022 12:09:34 - INFO - __main__ - global_steps 423400 loss: 0.08325251 04/13/2022 12:09:39 - INFO - __main__ - global_steps 423450 loss: 0.09493209 04/13/2022 12:09:43 - INFO - __main__ - global_steps 423500 loss: 0.10521125 04/13/2022 12:09:48 - INFO - __main__ - global_steps 423550 loss: 0.10283852 04/13/2022 12:09:53 - INFO - __main__ - global_steps 423600 loss: 0.08875662 04/13/2022 12:09:57 - INFO - __main__ - global_steps 423650 loss: 0.07030486 04/13/2022 12:10:02 - INFO - __main__ - global_steps 423700 loss: 0.14327217 04/13/2022 12:10:07 - INFO - __main__ - global_steps 423750 loss: 0.06482948 04/13/2022 12:10:12 - INFO - __main__ - global_steps 423800 loss: 0.08597582 04/13/2022 12:10:16 - INFO - __main__ - global_steps 423850 loss: 0.08657475 04/13/2022 12:10:21 - INFO - __main__ - global_steps 423900 loss: 0.07867264 04/13/2022 12:10:26 - INFO - __main__ - global_steps 423950 loss: 0.13004852 04/13/2022 12:10:30 - INFO - __main__ - global_steps 424000 loss: 0.09583007 04/13/2022 12:10:35 - INFO - __main__ - global_steps 424050 loss: 0.09269816 04/13/2022 12:10:40 - INFO - __main__ - global_steps 424100 loss: 0.09701347 04/13/2022 12:10:45 - INFO - __main__ - global_steps 424150 loss: 0.09629724 04/13/2022 12:10:49 - INFO - __main__ - global_steps 424200 loss: 0.12276197 04/13/2022 12:10:54 - INFO - __main__ - global_steps 424250 loss: 0.10560933 04/13/2022 12:10:59 - INFO - __main__ - global_steps 424300 loss: 0.13602960 04/13/2022 12:11:03 - INFO - __main__ - global_steps 424350 loss: 0.04461890 04/13/2022 12:11:08 - INFO - __main__ - global_steps 424400 loss: 0.07363175 04/13/2022 12:11:13 - INFO - __main__ - global_steps 424450 loss: 0.12351767 04/13/2022 12:11:17 - INFO - __main__ - global_steps 424500 loss: 0.09864855 04/13/2022 12:11:22 - INFO - __main__ - global_steps 424550 loss: 0.07661492 04/13/2022 12:11:27 - INFO - __main__ - global_steps 424600 loss: 0.07828480 04/13/2022 12:11:31 - INFO - __main__ - global_steps 424650 loss: 0.07342905 04/13/2022 12:11:36 - INFO - __main__ - global_steps 424700 loss: 0.13887130 04/13/2022 12:11:41 - INFO - __main__ - global_steps 424750 loss: 0.07100288 04/13/2022 12:11:46 - INFO - __main__ - global_steps 424800 loss: 0.07966526 04/13/2022 12:11:50 - INFO - __main__ - global_steps 424850 loss: 0.09796808 04/13/2022 12:11:55 - INFO - __main__ - global_steps 424900 loss: 0.08373978 04/13/2022 12:12:00 - INFO - __main__ - global_steps 424950 loss: 0.11101233 04/13/2022 12:12:04 - INFO - __main__ - global_steps 425000 loss: 0.06979581 04/13/2022 12:12:04 - INFO - __main__ - ********** Running evaluating ********** 04/13/2022 12:12:09 - INFO - __main__ - ########## val_ar_acc 0.691566265060241 ########## 04/13/2022 12:12:14 - INFO - __main__ - ########## val_bg_acc 0.7321285140562249 ########## 04/13/2022 12:12:18 - INFO - __main__ - ########## val_de_acc 0.7473895582329317 ########## 04/13/2022 12:12:23 - INFO - __main__ - ########## val_el_acc 0.7301204819277108 ########## 04/13/2022 12:12:27 - INFO - __main__ - ########## val_en_acc 0.8441767068273093 ########## 04/13/2022 12:12:32 - INFO - __main__ - ########## val_es_acc 0.7690763052208835 ########## 04/13/2022 12:12:36 - INFO - __main__ - ########## val_fr_acc 0.7630522088353414 ########## 04/13/2022 12:12:41 - INFO - __main__ - ########## val_hi_acc 0.6570281124497992 ########## 04/13/2022 12:12:46 - INFO - __main__ - ########## val_ru_acc 0.7100401606425703 ########## 04/13/2022 12:12:50 - INFO - __main__ - ########## val_sw_acc 0.6562248995983936 ########## 04/13/2022 12:12:55 - INFO - __main__ - ########## val_th_acc 0.6670682730923695 ########## 04/13/2022 12:12:59 - INFO - __main__ - ########## val_tr_acc 0.6963855421686747 ########## 04/13/2022 12:13:04 - INFO - __main__ - ########## val_ur_acc 0.61285140562249 ########## 04/13/2022 12:13:08 - INFO - __main__ - ########## val_vi_acc 0.714859437751004 ########## 04/13/2022 12:13:13 - INFO - __main__ - ########## val_zh_acc 0.7301204819277108 ########## 04/13/2022 12:13:21 - INFO - __main__ - ########## test_ar_acc 0.7 ########## 04/13/2022 12:13:31 - INFO - __main__ - ########## test_bg_acc 0.744311377245509 ########## 04/13/2022 12:13:40 - INFO - __main__ - ########## test_de_acc 0.7425149700598802 ########## 04/13/2022 12:13:50 - INFO - __main__ - ########## test_el_acc 0.7295409181636726 ########## 04/13/2022 12:13:59 - INFO - __main__ - ########## test_en_acc 0.8357285429141716 ########## 04/13/2022 12:14:08 - INFO - __main__ - ########## test_es_acc 0.7750499001996008 ########## 04/13/2022 12:14:17 - INFO - __main__ - ########## test_fr_acc 0.7686626746506986 ########## 04/13/2022 12:14:27 - INFO - __main__ - ########## test_hi_acc 0.6493013972055888 ########## 04/13/2022 12:14:37 - INFO - __main__ - ########## test_ru_acc 0.7247504990019961 ########## 04/13/2022 12:14:46 - INFO - __main__ - ########## test_sw_acc 0.6574850299401198 ########## 04/13/2022 12:14:55 - INFO - __main__ - ########## test_th_acc 0.6756487025948104 ########## 04/13/2022 12:15:04 - INFO - __main__ - ########## test_tr_acc 0.6974051896207585 ########## 04/13/2022 12:15:13 - INFO - __main__ - ########## test_ur_acc 0.6187624750499002 ########## 04/13/2022 12:15:23 - INFO - __main__ - ########## test_vi_acc 0.7121756487025949 ########## 04/13/2022 12:15:32 - INFO - __main__ - ########## test_zh_acc 0.7171656686626746 ########## 04/13/2022 12:15:32 - INFO - __main__ - val_ar_acc = 0.691566265060241 04/13/2022 12:15:32 - INFO - __main__ - val_bg_acc = 0.7321285140562249 04/13/2022 12:15:32 - INFO - __main__ - val_de_acc = 0.7473895582329317 04/13/2022 12:15:32 - INFO - __main__ - val_el_acc = 0.7301204819277108 04/13/2022 12:15:32 - INFO - __main__ - val_en_acc = 0.8441767068273093 04/13/2022 12:15:32 - INFO - __main__ - val_es_acc = 0.7690763052208835 04/13/2022 12:15:32 - INFO - __main__ - val_fr_acc = 0.7630522088353414 04/13/2022 12:15:32 - INFO - __main__ - val_hi_acc = 0.6570281124497992 04/13/2022 12:15:32 - INFO - __main__ - val_ru_acc = 0.7100401606425703 04/13/2022 12:15:32 - INFO - __main__ - val_sw_acc = 0.6562248995983936 04/13/2022 12:15:32 - INFO - __main__ - val_th_acc = 0.6670682730923695 04/13/2022 12:15:32 - INFO - __main__ - val_tr_acc = 0.6963855421686747 04/13/2022 12:15:32 - INFO - __main__ - val_ur_acc = 0.61285140562249 04/13/2022 12:15:32 - INFO - __main__ - val_vi_acc = 0.714859437751004 04/13/2022 12:15:32 - INFO - __main__ - val_zh_acc = 0.7301204819277108 04/13/2022 12:15:32 - INFO - __main__ - val_avg_acc = 0.714805890227577 04/13/2022 12:15:32 - INFO - __main__ - test_ar_acc = 0.7 04/13/2022 12:15:32 - INFO - __main__ - test_bg_acc = 0.744311377245509 04/13/2022 12:15:32 - INFO - __main__ - test_de_acc = 0.7425149700598802 04/13/2022 12:15:32 - INFO - __main__ - test_el_acc = 0.7295409181636726 04/13/2022 12:15:32 - INFO - __main__ - test_en_acc = 0.8357285429141716 04/13/2022 12:15:32 - INFO - __main__ - test_es_acc = 0.7750499001996008 04/13/2022 12:15:32 - INFO - __main__ - test_fr_acc = 0.7686626746506986 04/13/2022 12:15:32 - INFO - __main__ - test_hi_acc = 0.6493013972055888 04/13/2022 12:15:32 - INFO - __main__ - test_ru_acc = 0.7247504990019961 04/13/2022 12:15:32 - INFO - __main__ - test_sw_acc = 0.6574850299401198 04/13/2022 12:15:32 - INFO - __main__ - test_th_acc = 0.6756487025948104 04/13/2022 12:15:32 - INFO - __main__ - test_tr_acc = 0.6974051896207585 04/13/2022 12:15:32 - INFO - __main__ - test_ur_acc = 0.6187624750499002 04/13/2022 12:15:32 - INFO - __main__ - test_vi_acc = 0.7121756487025949 04/13/2022 12:15:32 - INFO - __main__ - test_zh_acc = 0.7171656686626746 04/13/2022 12:15:32 - INFO - __main__ - test_avg_acc = 0.7165668662674651 04/13/2022 12:15:33 - INFO - utils - remove old ckpt: xnli_right_avg_new/ckpt/step-425000-test_avg_acc-0.7165668662674651-val_avg_acc-0.714805890227577 04/13/2022 12:15:33 - INFO - __main__ - ********** Evaluating Done ********** 04/13/2022 12:15:38 - INFO - __main__ - global_steps 425050 loss: 0.09980708 04/13/2022 12:15:43 - INFO - __main__ - global_steps 425100 loss: 0.11391552 04/13/2022 12:15:47 - INFO - __main__ - global_steps 425150 loss: 0.09751019 04/13/2022 12:15:52 - INFO - __main__ - global_steps 425200 loss: 0.09345721 04/13/2022 12:15:57 - INFO - __main__ - global_steps 425250 loss: 0.08406688 04/13/2022 12:16:01 - INFO - __main__ - global_steps 425300 loss: 0.08337829 04/13/2022 12:16:06 - INFO - __main__ - global_steps 425350 loss: 0.10061304 04/13/2022 12:16:10 - INFO - __main__ - global_steps 425400 loss: 0.13615279 04/13/2022 12:16:15 - INFO - __main__ - global_steps 425450 loss: 0.05722307 04/13/2022 12:16:20 - INFO - __main__ - global_steps 425500 loss: 0.10102441 04/13/2022 12:16:24 - INFO - __main__ - global_steps 425550 loss: 0.10173742 04/13/2022 12:16:29 - INFO - __main__ - global_steps 425600 loss: 0.10191248 04/13/2022 12:16:34 - INFO - __main__ - global_steps 425650 loss: 0.17461438 04/13/2022 12:16:39 - INFO - __main__ - global_steps 425700 loss: 0.10819960 04/13/2022 12:16:43 - INFO - __main__ - global_steps 425750 loss: 0.07924784 04/13/2022 12:16:48 - INFO - __main__ - global_steps 425800 loss: 0.09050524 04/13/2022 12:16:53 - INFO - __main__ - global_steps 425850 loss: 0.09474911 04/13/2022 12:16:58 - INFO - __main__ - global_steps 425900 loss: 0.10274378 04/13/2022 12:17:02 - INFO - __main__ - global_steps 425950 loss: 0.07464995 04/13/2022 12:17:07 - INFO - __main__ - global_steps 426000 loss: 0.07316151 04/13/2022 12:17:12 - INFO - __main__ - global_steps 426050 loss: 0.10256343 04/13/2022 12:17:16 - INFO - __main__ - global_steps 426100 loss: 0.06659067 04/13/2022 12:17:21 - INFO - __main__ - global_steps 426150 loss: 0.08414593 04/13/2022 12:17:26 - INFO - __main__ - global_steps 426200 loss: 0.08571856 04/13/2022 12:17:30 - INFO - __main__ - global_steps 426250 loss: 0.09692554 04/13/2022 12:17:35 - INFO - __main__ - global_steps 426300 loss: 0.10671852 04/13/2022 12:17:40 - INFO - __main__ - global_steps 426350 loss: 0.09076352 04/13/2022 12:17:45 - INFO - __main__ - global_steps 426400 loss: 0.09814625 04/13/2022 12:17:49 - INFO - __main__ - global_steps 426450 loss: 0.12806582 04/13/2022 12:17:54 - INFO - __main__ - global_steps 426500 loss: 0.07657276 04/13/2022 12:17:59 - INFO - __main__ - global_steps 426550 loss: 0.10204902 04/13/2022 12:18:04 - INFO - __main__ - global_steps 426600 loss: 0.10266325 04/13/2022 12:18:08 - INFO - __main__ - global_steps 426650 loss: 0.16820946 04/13/2022 12:18:13 - INFO - __main__ - global_steps 426700 loss: 0.10766546 04/13/2022 12:18:18 - INFO - __main__ - global_steps 426750 loss: 0.14096557 04/13/2022 12:18:22 - INFO - __main__ - global_steps 426800 loss: 0.13433028 04/13/2022 12:18:27 - INFO - __main__ - global_steps 426850 loss: 0.09806065 04/13/2022 12:18:32 - INFO - __main__ - global_steps 426900 loss: 0.09214892 04/13/2022 12:18:37 - INFO - __main__ - global_steps 426950 loss: 0.08190706 04/13/2022 12:18:41 - INFO - __main__ - global_steps 427000 loss: 0.11150474 04/13/2022 12:18:46 - INFO - __main__ - global_steps 427050 loss: 0.12745201 04/13/2022 12:18:51 - INFO - __main__ - global_steps 427100 loss: 0.04153558 04/13/2022 12:18:55 - INFO - __main__ - global_steps 427150 loss: 0.08721956 04/13/2022 12:19:00 - INFO - __main__ - global_steps 427200 loss: 0.13152541 04/13/2022 12:19:05 - INFO - __main__ - global_steps 427250 loss: 0.07907046 04/13/2022 12:19:09 - INFO - __main__ - global_steps 427300 loss: 0.07439271 04/13/2022 12:19:14 - INFO - __main__ - global_steps 427350 loss: 0.07599575 04/13/2022 12:19:19 - INFO - __main__ - global_steps 427400 loss: 0.09706781 04/13/2022 12:19:24 - INFO - __main__ - global_steps 427450 loss: 0.09860792 04/13/2022 12:19:28 - INFO - __main__ - global_steps 427500 loss: 0.07982272 04/13/2022 12:19:28 - INFO - __main__ - ********** Running evaluating ********** 04/13/2022 12:19:33 - INFO - __main__ - ########## val_ar_acc 0.6947791164658634 ########## 04/13/2022 12:19:37 - INFO - __main__ - ########## val_bg_acc 0.7401606425702811 ########## 04/13/2022 12:19:42 - INFO - __main__ - ########## val_de_acc 0.748995983935743 ########## 04/13/2022 12:19:47 - INFO - __main__ - ########## val_el_acc 0.7449799196787149 ########## 04/13/2022 12:19:51 - INFO - __main__ - ########## val_en_acc 0.8461847389558232 ########## 04/13/2022 12:19:56 - INFO - __main__ - ########## val_es_acc 0.7763052208835342 ########## 04/13/2022 12:20:00 - INFO - __main__ - ########## val_fr_acc 0.761847389558233 ########## 04/13/2022 12:20:05 - INFO - __main__ - ########## val_hi_acc 0.6730923694779116 ########## 04/13/2022 12:20:10 - INFO - __main__ - ########## val_ru_acc 0.7301204819277108 ########## 04/13/2022 12:20:14 - INFO - __main__ - ########## val_sw_acc 0.6626506024096386 ########## 04/13/2022 12:20:19 - INFO - __main__ - ########## val_th_acc 0.6887550200803213 ########## 04/13/2022 12:20:23 - INFO - __main__ - ########## val_tr_acc 0.7068273092369478 ########## 04/13/2022 12:20:28 - INFO - __main__ - ########## val_ur_acc 0.6224899598393574 ########## 04/13/2022 12:20:32 - INFO - __main__ - ########## val_vi_acc 0.7244979919678715 ########## 04/13/2022 12:20:37 - INFO - __main__ - ########## val_zh_acc 0.738152610441767 ########## 04/13/2022 12:20:46 - INFO - __main__ - ########## test_ar_acc 0.7103792415169661 ########## 04/13/2022 12:20:55 - INFO - __main__ - ########## test_bg_acc 0.7600798403193613 ########## 04/13/2022 12:21:04 - INFO - __main__ - ########## test_de_acc 0.7552894211576846 ########## 04/13/2022 12:21:14 - INFO - __main__ - ########## test_el_acc 0.7401197604790419 ########## 04/13/2022 12:21:23 - INFO - __main__ - ########## test_en_acc 0.8447105788423154 ########## 04/13/2022 12:21:32 - INFO - __main__ - ########## test_es_acc 0.7792415169660679 ########## 04/13/2022 12:21:41 - INFO - __main__ - ########## test_fr_acc 0.7764471057884231 ########## 04/13/2022 12:21:51 - INFO - __main__ - ########## test_hi_acc 0.666067864271457 ########## 04/13/2022 12:22:01 - INFO - __main__ - ########## test_ru_acc 0.7363273453093813 ########## 04/13/2022 12:22:09 - INFO - __main__ - ########## test_sw_acc 0.670059880239521 ########## 04/13/2022 12:22:18 - INFO - __main__ - ########## test_th_acc 0.6944111776447106 ########## 04/13/2022 12:22:27 - INFO - __main__ - ########## test_tr_acc 0.7067864271457086 ########## 04/13/2022 12:22:37 - INFO - __main__ - ########## test_ur_acc 0.6385229540918164 ########## 04/13/2022 12:22:46 - INFO - __main__ - ########## test_vi_acc 0.7247504990019961 ########## 04/13/2022 12:22:55 - INFO - __main__ - ########## test_zh_acc 0.7285429141716567 ########## 04/13/2022 12:22:55 - INFO - __main__ - val_ar_acc = 0.6947791164658634 04/13/2022 12:22:55 - INFO - __main__ - val_bg_acc = 0.7401606425702811 04/13/2022 12:22:55 - INFO - __main__ - val_de_acc = 0.748995983935743 04/13/2022 12:22:55 - INFO - __main__ - val_el_acc = 0.7449799196787149 04/13/2022 12:22:55 - INFO - __main__ - val_en_acc = 0.8461847389558232 04/13/2022 12:22:55 - INFO - __main__ - val_es_acc = 0.7763052208835342 04/13/2022 12:22:55 - INFO - __main__ - val_fr_acc = 0.761847389558233 04/13/2022 12:22:55 - INFO - __main__ - val_hi_acc = 0.6730923694779116 04/13/2022 12:22:55 - INFO - __main__ - val_ru_acc = 0.7301204819277108 04/13/2022 12:22:55 - INFO - __main__ - val_sw_acc = 0.6626506024096386 04/13/2022 12:22:55 - INFO - __main__ - val_th_acc = 0.6887550200803213 04/13/2022 12:22:55 - INFO - __main__ - val_tr_acc = 0.7068273092369478 04/13/2022 12:22:55 - INFO - __main__ - val_ur_acc = 0.6224899598393574 04/13/2022 12:22:55 - INFO - __main__ - val_vi_acc = 0.7244979919678715 04/13/2022 12:22:55 - INFO - __main__ - val_zh_acc = 0.738152610441767 04/13/2022 12:22:55 - INFO - __main__ - val_avg_acc = 0.7239892904953147 04/13/2022 12:22:55 - INFO - __main__ - test_ar_acc = 0.7103792415169661 04/13/2022 12:22:55 - INFO - __main__ - test_bg_acc = 0.7600798403193613 04/13/2022 12:22:55 - INFO - __main__ - test_de_acc = 0.7552894211576846 04/13/2022 12:22:55 - INFO - __main__ - test_el_acc = 0.7401197604790419 04/13/2022 12:22:55 - INFO - __main__ - test_en_acc = 0.8447105788423154 04/13/2022 12:22:55 - INFO - __main__ - test_es_acc = 0.7792415169660679 04/13/2022 12:22:55 - INFO - __main__ - test_fr_acc = 0.7764471057884231 04/13/2022 12:22:55 - INFO - __main__ - test_hi_acc = 0.666067864271457 04/13/2022 12:22:55 - INFO - __main__ - test_ru_acc = 0.7363273453093813 04/13/2022 12:22:55 - INFO - __main__ - test_sw_acc = 0.670059880239521 04/13/2022 12:22:55 - INFO - __main__ - test_th_acc = 0.6944111776447106 04/13/2022 12:22:55 - INFO - __main__ - test_tr_acc = 0.7067864271457086 04/13/2022 12:22:55 - INFO - __main__ - test_ur_acc = 0.6385229540918164 04/13/2022 12:22:55 - INFO - __main__ - test_vi_acc = 0.7247504990019961 04/13/2022 12:22:55 - INFO - __main__ - test_zh_acc = 0.7285429141716567 04/13/2022 12:22:55 - INFO - __main__ - test_avg_acc = 0.7287824351297405 04/13/2022 12:22:56 - INFO - utils - remove old ckpt: xnli_right_avg_new/ckpt/step-427500-test_avg_acc-0.7287824351297405-val_avg_acc-0.7239892904953147 04/13/2022 12:22:56 - INFO - __main__ - ********** Evaluating Done ********** 04/13/2022 12:23:01 - INFO - __main__ - global_steps 427550 loss: 0.12709152 04/13/2022 12:23:06 - INFO - __main__ - global_steps 427600 loss: 0.05436492 04/13/2022 12:23:11 - INFO - __main__ - global_steps 427650 loss: 0.08923359 04/13/2022 12:23:15 - INFO - __main__ - global_steps 427700 loss: 0.11693832 04/13/2022 12:23:20 - INFO - __main__ - global_steps 427750 loss: 0.08137890 04/13/2022 12:23:24 - INFO - __main__ - global_steps 427800 loss: 0.07194785 04/13/2022 12:23:29 - INFO - __main__ - global_steps 427850 loss: 0.14598260 04/13/2022 12:23:33 - INFO - __main__ - global_steps 427900 loss: 0.13401104 04/13/2022 12:23:37 - INFO - __main__ - global_steps 427950 loss: 0.09628397 04/13/2022 12:23:42 - INFO - __main__ - global_steps 428000 loss: 0.12839183 04/13/2022 12:23:46 - INFO - __main__ - global_steps 428050 loss: 0.09846553 04/13/2022 12:23:50 - INFO - __main__ - global_steps 428100 loss: 0.16550141 04/13/2022 12:23:55 - INFO - __main__ - global_steps 428150 loss: 0.11030978 04/13/2022 12:23:59 - INFO - __main__ - global_steps 428200 loss: 0.10009415 04/13/2022 12:24:04 - INFO - __main__ - global_steps 428250 loss: 0.10270092 04/13/2022 12:24:09 - INFO - __main__ - global_steps 428300 loss: 0.07831356 04/13/2022 12:24:13 - INFO - __main__ - global_steps 428350 loss: 0.06301158 04/13/2022 12:24:18 - INFO - __main__ - global_steps 428400 loss: 0.08307383 04/13/2022 12:24:23 - INFO - __main__ - global_steps 428450 loss: 0.09968367 04/13/2022 12:24:27 - INFO - __main__ - global_steps 428500 loss: 0.13612504 04/13/2022 12:24:32 - INFO - __main__ - global_steps 428550 loss: 0.08742328 04/13/2022 12:24:37 - INFO - __main__ - global_steps 428600 loss: 0.12137132 04/13/2022 12:24:41 - INFO - __main__ - global_steps 428650 loss: 0.11782785 04/13/2022 12:24:46 - INFO - __main__ - global_steps 428700 loss: 0.10774058 04/13/2022 12:24:51 - INFO - __main__ - global_steps 428750 loss: 0.08573715 04/13/2022 12:24:55 - INFO - __main__ - global_steps 428800 loss: 0.10442347 04/13/2022 12:25:00 - INFO - __main__ - global_steps 428850 loss: 0.09265621 04/13/2022 12:25:05 - INFO - __main__ - global_steps 428900 loss: 0.10004695 04/13/2022 12:25:10 - INFO - __main__ - global_steps 428950 loss: 0.10374499 04/13/2022 12:25:14 - INFO - __main__ - global_steps 429000 loss: 0.09140646 04/13/2022 12:25:19 - INFO - __main__ - global_steps 429050 loss: 0.07717487 04/13/2022 12:25:24 - INFO - __main__ - global_steps 429100 loss: 0.06089053 04/13/2022 12:25:28 - INFO - __main__ - global_steps 429150 loss: 0.09649272 04/13/2022 12:25:33 - INFO - __main__ - global_steps 429200 loss: 0.09398524 04/13/2022 12:25:37 - INFO - __main__ - global_steps 429250 loss: 0.12684845 04/13/2022 12:25:42 - INFO - __main__ - global_steps 429300 loss: 0.13343213 04/13/2022 12:25:47 - INFO - __main__ - global_steps 429350 loss: 0.08870092 04/13/2022 12:25:52 - INFO - __main__ - global_steps 429400 loss: 0.09615836 04/13/2022 12:25:56 - INFO - __main__ - global_steps 429450 loss: 0.07416235 04/13/2022 12:26:01 - INFO - __main__ - global_steps 429500 loss: 0.09486715 04/13/2022 12:26:05 - INFO - __main__ - global_steps 429550 loss: 0.07691614 04/13/2022 12:26:10 - INFO - __main__ - global_steps 429600 loss: 0.08209558 04/13/2022 12:26:15 - INFO - __main__ - global_steps 429650 loss: 0.05914517 04/13/2022 12:26:20 - INFO - __main__ - global_steps 429700 loss: 0.09534045 04/13/2022 12:26:24 - INFO - __main__ - global_steps 429750 loss: 0.07799127 04/13/2022 12:26:29 - INFO - __main__ - global_steps 429800 loss: 0.08937178 04/13/2022 12:26:34 - INFO - __main__ - global_steps 429850 loss: 0.05871174 04/13/2022 12:26:39 - INFO - __main__ - global_steps 429900 loss: 0.10894448 04/13/2022 12:26:43 - INFO - __main__ - global_steps 429950 loss: 0.08867763 04/13/2022 12:26:48 - INFO - __main__ - global_steps 430000 loss: 0.10978149 04/13/2022 12:26:48 - INFO - __main__ - ********** Running evaluating ********** 04/13/2022 12:26:52 - INFO - __main__ - ########## val_ar_acc 0.6951807228915663 ########## 04/13/2022 12:26:57 - INFO - __main__ - ########## val_bg_acc 0.7417670682730924 ########## 04/13/2022 12:27:01 - INFO - __main__ - ########## val_de_acc 0.7502008032128514 ########## 04/13/2022 12:27:06 - INFO - __main__ - ########## val_el_acc 0.7409638554216867 ########## 04/13/2022 12:27:10 - INFO - __main__ - ########## val_en_acc 0.8437751004016064 ########## 04/13/2022 12:27:15 - INFO - __main__ - ########## val_es_acc 0.7674698795180723 ########## 04/13/2022 12:27:20 - INFO - __main__ - ########## val_fr_acc 0.7678714859437751 ########## 04/13/2022 12:27:24 - INFO - __main__ - ########## val_hi_acc 0.6734939759036145 ########## 04/13/2022 12:27:29 - INFO - __main__ - ########## val_ru_acc 0.7232931726907631 ########## 04/13/2022 12:27:34 - INFO - __main__ - ########## val_sw_acc 0.6646586345381527 ########## 04/13/2022 12:27:38 - INFO - __main__ - ########## val_th_acc 0.6859437751004016 ########## 04/13/2022 12:27:42 - INFO - __main__ - ########## val_tr_acc 0.7036144578313253 ########## 04/13/2022 12:27:47 - INFO - __main__ - ########## val_ur_acc 0.6329317269076306 ########## 04/13/2022 12:27:51 - INFO - __main__ - ########## val_vi_acc 0.7196787148594378 ########## 04/13/2022 12:27:56 - INFO - __main__ - ########## val_zh_acc 0.7321285140562249 ########## 04/13/2022 12:28:05 - INFO - __main__ - ########## test_ar_acc 0.7103792415169661 ########## 04/13/2022 12:28:14 - INFO - __main__ - ########## test_bg_acc 0.7574850299401198 ########## 04/13/2022 12:28:24 - INFO - __main__ - ########## test_de_acc 0.7516966067864271 ########## 04/13/2022 12:28:33 - INFO - __main__ - ########## test_el_acc 0.7417165668662674 ########## 04/13/2022 12:28:42 - INFO - __main__ - ########## test_en_acc 0.8405189620758483 ########## 04/13/2022 12:28:51 - INFO - __main__ - ########## test_es_acc 0.7786427145708583 ########## 04/13/2022 12:29:00 - INFO - __main__ - ########## test_fr_acc 0.7756487025948103 ########## 04/13/2022 12:29:10 - INFO - __main__ - ########## test_hi_acc 0.6634730538922156 ########## 04/13/2022 12:29:19 - INFO - __main__ - ########## test_ru_acc 0.7397205588822355 ########## 04/13/2022 12:29:27 - INFO - __main__ - ########## test_sw_acc 0.6642714570858284 ########## 04/13/2022 12:29:36 - INFO - __main__ - ########## test_th_acc 0.6872255489021956 ########## 04/13/2022 12:29:44 - INFO - __main__ - ########## test_tr_acc 0.7025948103792415 ########## 04/13/2022 12:29:54 - INFO - __main__ - ########## test_ur_acc 0.6353293413173653 ########## 04/13/2022 12:30:03 - INFO - __main__ - ########## test_vi_acc 0.7191616766467066 ########## 04/13/2022 12:30:12 - INFO - __main__ - ########## test_zh_acc 0.7247504990019961 ########## 04/13/2022 12:30:12 - INFO - __main__ - val_ar_acc = 0.6951807228915663 04/13/2022 12:30:12 - INFO - __main__ - val_bg_acc = 0.7417670682730924 04/13/2022 12:30:12 - INFO - __main__ - val_de_acc = 0.7502008032128514 04/13/2022 12:30:12 - INFO - __main__ - val_el_acc = 0.7409638554216867 04/13/2022 12:30:12 - INFO - __main__ - val_en_acc = 0.8437751004016064 04/13/2022 12:30:12 - INFO - __main__ - val_es_acc = 0.7674698795180723 04/13/2022 12:30:12 - INFO - __main__ - val_fr_acc = 0.7678714859437751 04/13/2022 12:30:12 - INFO - __main__ - val_hi_acc = 0.6734939759036145 04/13/2022 12:30:12 - INFO - __main__ - val_ru_acc = 0.7232931726907631 04/13/2022 12:30:12 - INFO - __main__ - val_sw_acc = 0.6646586345381527 04/13/2022 12:30:12 - INFO - __main__ - val_th_acc = 0.6859437751004016 04/13/2022 12:30:12 - INFO - __main__ - val_tr_acc = 0.7036144578313253 04/13/2022 12:30:12 - INFO - __main__ - val_ur_acc = 0.6329317269076306 04/13/2022 12:30:12 - INFO - __main__ - val_vi_acc = 0.7196787148594378 04/13/2022 12:30:12 - INFO - __main__ - val_zh_acc = 0.7321285140562249 04/13/2022 12:30:12 - INFO - __main__ - val_avg_acc = 0.7228647925033467 04/13/2022 12:30:12 - INFO - __main__ - test_ar_acc = 0.7103792415169661 04/13/2022 12:30:12 - INFO - __main__ - test_bg_acc = 0.7574850299401198 04/13/2022 12:30:12 - INFO - __main__ - test_de_acc = 0.7516966067864271 04/13/2022 12:30:12 - INFO - __main__ - test_el_acc = 0.7417165668662674 04/13/2022 12:30:12 - INFO - __main__ - test_en_acc = 0.8405189620758483 04/13/2022 12:30:12 - INFO - __main__ - test_es_acc = 0.7786427145708583 04/13/2022 12:30:12 - INFO - __main__ - test_fr_acc = 0.7756487025948103 04/13/2022 12:30:12 - INFO - __main__ - test_hi_acc = 0.6634730538922156 04/13/2022 12:30:12 - INFO - __main__ - test_ru_acc = 0.7397205588822355 04/13/2022 12:30:12 - INFO - __main__ - test_sw_acc = 0.6642714570858284 04/13/2022 12:30:12 - INFO - __main__ - test_th_acc = 0.6872255489021956 04/13/2022 12:30:12 - INFO - __main__ - test_tr_acc = 0.7025948103792415 04/13/2022 12:30:12 - INFO - __main__ - test_ur_acc = 0.6353293413173653 04/13/2022 12:30:12 - INFO - __main__ - test_vi_acc = 0.7191616766467066 04/13/2022 12:30:12 - INFO - __main__ - test_zh_acc = 0.7247504990019961 04/13/2022 12:30:12 - INFO - __main__ - test_avg_acc = 0.7261743180306055 04/13/2022 12:30:13 - INFO - utils - remove old ckpt: xnli_right_avg_new/ckpt/step-430000-test_avg_acc-0.7261743180306055-val_avg_acc-0.7228647925033467 04/13/2022 12:30:13 - INFO - __main__ - ********** Evaluating Done ********** 04/13/2022 12:30:18 - INFO - __main__ - global_steps 430050 loss: 0.07502544 04/13/2022 12:30:23 - INFO - __main__ - global_steps 430100 loss: 0.06344232 04/13/2022 12:30:27 - INFO - __main__ - global_steps 430150 loss: 0.09800464 04/13/2022 12:30:32 - INFO - __main__ - global_steps 430200 loss: 0.09951527 04/13/2022 12:30:37 - INFO - __main__ - global_steps 430250 loss: 0.09741979 04/13/2022 12:30:42 - INFO - __main__ - global_steps 430300 loss: 0.07508749 04/13/2022 12:30:46 - INFO - __main__ - global_steps 430350 loss: 0.13340452 04/13/2022 12:30:51 - INFO - __main__ - global_steps 430400 loss: 0.08900558 04/13/2022 12:30:56 - INFO - __main__ - global_steps 430450 loss: 0.09162073 04/13/2022 12:31:00 - INFO - __main__ - global_steps 430500 loss: 0.06175820 04/13/2022 12:31:05 - INFO - __main__ - global_steps 430550 loss: 0.08098360 04/13/2022 12:31:10 - INFO - __main__ - global_steps 430600 loss: 0.12069516 04/13/2022 12:31:14 - INFO - __main__ - global_steps 430650 loss: 0.08495562 04/13/2022 12:31:19 - INFO - __main__ - global_steps 430700 loss: 0.06335614 04/13/2022 12:31:24 - INFO - __main__ - global_steps 430750 loss: 0.09929905 04/13/2022 12:31:29 - INFO - __main__ - global_steps 430800 loss: 0.07758511 04/13/2022 12:31:33 - INFO - __main__ - global_steps 430850 loss: 0.06246769 04/13/2022 12:31:38 - INFO - __main__ - global_steps 430900 loss: 0.08665429 04/13/2022 12:31:43 - INFO - __main__ - global_steps 430950 loss: 0.11244299 04/13/2022 12:31:48 - INFO - __main__ - global_steps 431000 loss: 0.13743262 04/13/2022 12:31:52 - INFO - __main__ - global_steps 431050 loss: 0.11051284 04/13/2022 12:31:57 - INFO - __main__ - global_steps 431100 loss: 0.10531469 04/13/2022 12:32:02 - INFO - __main__ - global_steps 431150 loss: 0.07769061 04/13/2022 12:32:06 - INFO - __main__ - global_steps 431200 loss: 0.10634852 04/13/2022 12:32:11 - INFO - __main__ - global_steps 431250 loss: 0.09323508 04/13/2022 12:32:15 - INFO - __main__ - global_steps 431300 loss: 0.11592310 04/13/2022 12:32:20 - INFO - __main__ - global_steps 431350 loss: 0.09866851 04/13/2022 12:32:25 - INFO - __main__ - global_steps 431400 loss: 0.12338124 04/13/2022 12:32:29 - INFO - __main__ - global_steps 431450 loss: 0.09626650 04/13/2022 12:32:34 - INFO - __main__ - global_steps 431500 loss: 0.08341275 04/13/2022 12:32:38 - INFO - __main__ - global_steps 431550 loss: 0.08214377 04/13/2022 12:32:42 - INFO - __main__ - global_steps 431600 loss: 0.09986659 04/13/2022 12:32:47 - INFO - __main__ - global_steps 431650 loss: 0.10636022 04/13/2022 12:32:51 - INFO - __main__ - global_steps 431700 loss: 0.11451781 04/13/2022 12:32:56 - INFO - __main__ - global_steps 431750 loss: 0.07556211 04/13/2022 12:33:00 - INFO - __main__ - global_steps 431800 loss: 0.11866984 04/13/2022 12:33:05 - INFO - __main__ - global_steps 431850 loss: 0.07224092 04/13/2022 12:33:10 - INFO - __main__ - global_steps 431900 loss: 0.14384117 04/13/2022 12:33:14 - INFO - __main__ - global_steps 431950 loss: 0.06876925 04/13/2022 12:33:19 - INFO - __main__ - global_steps 432000 loss: 0.10160935 04/13/2022 12:33:24 - INFO - __main__ - global_steps 432050 loss: 0.07611595 04/13/2022 12:33:28 - INFO - __main__ - global_steps 432100 loss: 0.13490718 04/13/2022 12:33:33 - INFO - __main__ - global_steps 432150 loss: 0.09775892 04/13/2022 12:33:38 - INFO - __main__ - global_steps 432200 loss: 0.13166224 04/13/2022 12:33:42 - INFO - __main__ - global_steps 432250 loss: 0.14589007 04/13/2022 12:33:47 - INFO - __main__ - global_steps 432300 loss: 0.09226426 04/13/2022 12:33:52 - INFO - __main__ - global_steps 432350 loss: 0.08456549 04/13/2022 12:33:56 - INFO - __main__ - global_steps 432400 loss: 0.12934298 04/13/2022 12:34:01 - INFO - __main__ - global_steps 432450 loss: 0.09659758 04/13/2022 12:34:06 - INFO - __main__ - global_steps 432500 loss: 0.13433307 04/13/2022 12:34:06 - INFO - __main__ - ********** Running evaluating ********** 04/13/2022 12:34:10 - INFO - __main__ - ########## val_ar_acc 0.6799196787148595 ########## 04/13/2022 12:34:15 - INFO - __main__ - ########## val_bg_acc 0.7196787148594378 ########## 04/13/2022 12:34:19 - INFO - __main__ - ########## val_de_acc 0.7333333333333333 ########## 04/13/2022 12:34:24 - INFO - __main__ - ########## val_el_acc 0.7248995983935743 ########## 04/13/2022 12:34:28 - INFO - __main__ - ########## val_en_acc 0.8377510040160643 ########## 04/13/2022 12:34:33 - INFO - __main__ - ########## val_es_acc 0.7642570281124498 ########## 04/13/2022 12:34:37 - INFO - __main__ - ########## val_fr_acc 0.755421686746988 ########## 04/13/2022 12:34:42 - INFO - __main__ - ########## val_hi_acc 0.6449799196787148 ########## 04/13/2022 12:34:47 - INFO - __main__ - ########## val_ru_acc 0.706425702811245 ########## 04/13/2022 12:34:51 - INFO - __main__ - ########## val_sw_acc 0.6341365461847389 ########## 04/13/2022 12:34:56 - INFO - __main__ - ########## val_th_acc 0.6534136546184739 ########## 04/13/2022 12:35:00 - INFO - __main__ - ########## val_tr_acc 0.6911646586345381 ########## 04/13/2022 12:35:05 - INFO - __main__ - ########## val_ur_acc 0.6036144578313253 ########## 04/13/2022 12:35:09 - INFO - __main__ - ########## val_vi_acc 0.7032128514056225 ########## 04/13/2022 12:35:13 - INFO - __main__ - ########## val_zh_acc 0.7100401606425703 ########## 04/13/2022 12:35:22 - INFO - __main__ - ########## test_ar_acc 0.6856287425149701 ########## 04/13/2022 12:35:32 - INFO - __main__ - ########## test_bg_acc 0.7345309381237525 ########## 04/13/2022 12:35:41 - INFO - __main__ - ########## test_de_acc 0.7381237524950099 ########## 04/13/2022 12:35:51 - INFO - __main__ - ########## test_el_acc 0.7163672654690619 ########## 04/13/2022 12:35:59 - INFO - __main__ - ########## test_en_acc 0.8323353293413174 ########## 04/13/2022 12:36:08 - INFO - __main__ - ########## test_es_acc 0.7578842315369262 ########## 04/13/2022 12:36:18 - INFO - __main__ - ########## test_fr_acc 0.7594810379241517 ########## 04/13/2022 12:36:28 - INFO - __main__ - ########## test_hi_acc 0.640119760479042 ########## 04/13/2022 12:36:37 - INFO - __main__ - ########## test_ru_acc 0.7135728542914171 ########## 04/13/2022 12:36:46 - INFO - __main__ - ########## test_sw_acc 0.6397205588822356 ########## 04/13/2022 12:36:55 - INFO - __main__ - ########## test_th_acc 0.6632734530938124 ########## 04/13/2022 12:37:04 - INFO - __main__ - ########## test_tr_acc 0.6796407185628742 ########## 04/13/2022 12:37:13 - INFO - __main__ - ########## test_ur_acc 0.6055888223552894 ########## 04/13/2022 12:37:23 - INFO - __main__ - ########## test_vi_acc 0.7047904191616766 ########## 04/13/2022 12:37:32 - INFO - __main__ - ########## test_zh_acc 0.7011976047904191 ########## 04/13/2022 12:37:32 - INFO - __main__ - val_ar_acc = 0.6799196787148595 04/13/2022 12:37:32 - INFO - __main__ - val_bg_acc = 0.7196787148594378 04/13/2022 12:37:32 - INFO - __main__ - val_de_acc = 0.7333333333333333 04/13/2022 12:37:32 - INFO - __main__ - val_el_acc = 0.7248995983935743 04/13/2022 12:37:32 - INFO - __main__ - val_en_acc = 0.8377510040160643 04/13/2022 12:37:32 - INFO - __main__ - val_es_acc = 0.7642570281124498 04/13/2022 12:37:32 - INFO - __main__ - val_fr_acc = 0.755421686746988 04/13/2022 12:37:32 - INFO - __main__ - val_hi_acc = 0.6449799196787148 04/13/2022 12:37:32 - INFO - __main__ - val_ru_acc = 0.706425702811245 04/13/2022 12:37:32 - INFO - __main__ - val_sw_acc = 0.6341365461847389 04/13/2022 12:37:32 - INFO - __main__ - val_th_acc = 0.6534136546184739 04/13/2022 12:37:32 - INFO - __main__ - val_tr_acc = 0.6911646586345381 04/13/2022 12:37:32 - INFO - __main__ - val_ur_acc = 0.6036144578313253 04/13/2022 12:37:32 - INFO - __main__ - val_vi_acc = 0.7032128514056225 04/13/2022 12:37:32 - INFO - __main__ - val_zh_acc = 0.7100401606425703 04/13/2022 12:37:32 - INFO - __main__ - val_avg_acc = 0.7041499330655957 04/13/2022 12:37:32 - INFO - __main__ - test_ar_acc = 0.6856287425149701 04/13/2022 12:37:32 - INFO - __main__ - test_bg_acc = 0.7345309381237525 04/13/2022 12:37:32 - INFO - __main__ - test_de_acc = 0.7381237524950099 04/13/2022 12:37:32 - INFO - __main__ - test_el_acc = 0.7163672654690619 04/13/2022 12:37:32 - INFO - __main__ - test_en_acc = 0.8323353293413174 04/13/2022 12:37:32 - INFO - __main__ - test_es_acc = 0.7578842315369262 04/13/2022 12:37:32 - INFO - __main__ - test_fr_acc = 0.7594810379241517 04/13/2022 12:37:32 - INFO - __main__ - test_hi_acc = 0.640119760479042 04/13/2022 12:37:32 - INFO - __main__ - test_ru_acc = 0.7135728542914171 04/13/2022 12:37:32 - INFO - __main__ - test_sw_acc = 0.6397205588822356 04/13/2022 12:37:32 - INFO - __main__ - test_th_acc = 0.6632734530938124 04/13/2022 12:37:32 - INFO - __main__ - test_tr_acc = 0.6796407185628742 04/13/2022 12:37:32 - INFO - __main__ - test_ur_acc = 0.6055888223552894 04/13/2022 12:37:32 - INFO - __main__ - test_vi_acc = 0.7047904191616766 04/13/2022 12:37:32 - INFO - __main__ - test_zh_acc = 0.7011976047904191 04/13/2022 12:37:32 - INFO - __main__ - test_avg_acc = 0.7048170326014637 04/13/2022 12:37:33 - INFO - utils - remove old ckpt: xnli_right_avg_new/ckpt/step-432500-test_avg_acc-0.7048170326014637-val_avg_acc-0.7041499330655957 04/13/2022 12:37:33 - INFO - __main__ - ********** Evaluating Done ********** 04/13/2022 12:37:38 - INFO - __main__ - global_steps 432550 loss: 0.09973659 04/13/2022 12:37:42 - INFO - __main__ - global_steps 432600 loss: 0.11734076 04/13/2022 12:37:47 - INFO - __main__ - global_steps 432650 loss: 0.08375316 04/13/2022 12:37:52 - INFO - __main__ - global_steps 432700 loss: 0.10630109 04/13/2022 12:37:56 - INFO - __main__ - global_steps 432750 loss: 0.12847819 04/13/2022 12:38:01 - INFO - __main__ - global_steps 432800 loss: 0.10918723 04/13/2022 12:38:06 - INFO - __main__ - global_steps 432850 loss: 0.10877782 04/13/2022 12:38:10 - INFO - __main__ - global_steps 432900 loss: 0.09583833 04/13/2022 12:38:15 - INFO - __main__ - global_steps 432950 loss: 0.10563199 04/13/2022 12:38:20 - INFO - __main__ - global_steps 433000 loss: 0.08035843 04/13/2022 12:38:24 - INFO - __main__ - global_steps 433050 loss: 0.09562844 04/13/2022 12:38:29 - INFO - __main__ - global_steps 433100 loss: 0.06912139 04/13/2022 12:38:34 - INFO - __main__ - global_steps 433150 loss: 0.10732170 04/13/2022 12:38:38 - INFO - __main__ - global_steps 433200 loss: 0.15779244 04/13/2022 12:38:43 - INFO - __main__ - global_steps 433250 loss: 0.13136547 04/13/2022 12:38:47 - INFO - __main__ - global_steps 433300 loss: 0.13577138 04/13/2022 12:38:52 - INFO - __main__ - global_steps 433350 loss: 0.07760865 04/13/2022 12:38:57 - INFO - __main__ - global_steps 433400 loss: 0.04714741 04/13/2022 12:39:01 - INFO - __main__ - global_steps 433450 loss: 0.10346630 04/13/2022 12:39:06 - INFO - __main__ - global_steps 433500 loss: 0.09740599 04/13/2022 12:39:11 - INFO - __main__ - global_steps 433550 loss: 0.10009377 04/13/2022 12:39:15 - INFO - __main__ - global_steps 433600 loss: 0.09278339 04/13/2022 12:39:20 - INFO - __main__ - global_steps 433650 loss: 0.07254368 04/13/2022 12:39:25 - INFO - __main__ - global_steps 433700 loss: 0.12437632 04/13/2022 12:39:29 - INFO - __main__ - global_steps 433750 loss: 0.13357538 04/13/2022 12:39:34 - INFO - __main__ - global_steps 433800 loss: 0.09972651 04/13/2022 12:39:39 - INFO - __main__ - global_steps 433850 loss: 0.13048275 04/13/2022 12:39:44 - INFO - __main__ - global_steps 433900 loss: 0.04272876 04/13/2022 12:39:48 - INFO - __main__ - global_steps 433950 loss: 0.07850316 04/13/2022 12:39:53 - INFO - __main__ - global_steps 434000 loss: 0.13411709 04/13/2022 12:39:58 - INFO - __main__ - global_steps 434050 loss: 0.13104935 04/13/2022 12:40:02 - INFO - __main__ - global_steps 434100 loss: 0.12318420 04/13/2022 12:40:07 - INFO - __main__ - global_steps 434150 loss: 0.11353562 04/13/2022 12:40:12 - INFO - __main__ - global_steps 434200 loss: 0.12061322 04/13/2022 12:40:17 - INFO - __main__ - global_steps 434250 loss: 0.08361390 04/13/2022 12:40:21 - INFO - __main__ - global_steps 434300 loss: 0.10154408 04/13/2022 12:40:26 - INFO - __main__ - global_steps 434350 loss: 0.10129429 04/13/2022 12:40:31 - INFO - __main__ - global_steps 434400 loss: 0.09838059 04/13/2022 12:40:35 - INFO - __main__ - global_steps 434450 loss: 0.10746703 04/13/2022 12:40:40 - INFO - __main__ - global_steps 434500 loss: 0.07640645 04/13/2022 12:40:45 - INFO - __main__ - global_steps 434550 loss: 0.10964332 04/13/2022 12:40:50 - INFO - __main__ - global_steps 434600 loss: 0.09920389 04/13/2022 12:40:54 - INFO - __main__ - global_steps 434650 loss: 0.09548947 04/13/2022 12:40:59 - INFO - __main__ - global_steps 434700 loss: 0.08588013 04/13/2022 12:41:04 - INFO - __main__ - global_steps 434750 loss: 0.12444488 04/13/2022 12:41:08 - INFO - __main__ - global_steps 434800 loss: 0.08427189 04/13/2022 12:41:13 - INFO - __main__ - global_steps 434850 loss: 0.09951004 04/13/2022 12:41:18 - INFO - __main__ - global_steps 434900 loss: 0.11668429 04/13/2022 12:41:22 - INFO - __main__ - global_steps 434950 loss: 0.09027088 04/13/2022 12:41:27 - INFO - __main__ - global_steps 435000 loss: 0.07989609 04/13/2022 12:41:27 - INFO - __main__ - ********** Running evaluating ********** 04/13/2022 12:41:31 - INFO - __main__ - ########## val_ar_acc 0.6967871485943775 ########## 04/13/2022 12:41:36 - INFO - __main__ - ########## val_bg_acc 0.7397590361445783 ########## 04/13/2022 12:41:41 - INFO - __main__ - ########## val_de_acc 0.7530120481927711 ########## 04/13/2022 12:41:45 - INFO - __main__ - ########## val_el_acc 0.7457831325301205 ########## 04/13/2022 12:41:50 - INFO - __main__ - ########## val_en_acc 0.846987951807229 ########## 04/13/2022 12:41:54 - INFO - __main__ - ########## val_es_acc 0.7767068273092369 ########## 04/13/2022 12:41:59 - INFO - __main__ - ########## val_fr_acc 0.7714859437751004 ########## 04/13/2022 12:42:04 - INFO - __main__ - ########## val_hi_acc 0.6734939759036145 ########## 04/13/2022 12:42:08 - INFO - __main__ - ########## val_ru_acc 0.7232931726907631 ########## 04/13/2022 12:42:13 - INFO - __main__ - ########## val_sw_acc 0.6538152610441768 ########## 04/13/2022 12:42:17 - INFO - __main__ - ########## val_th_acc 0.6763052208835342 ########## 04/13/2022 12:42:22 - INFO - __main__ - ########## val_tr_acc 0.702008032128514 ########## 04/13/2022 12:42:26 - INFO - __main__ - ########## val_ur_acc 0.6240963855421687 ########## 04/13/2022 12:42:31 - INFO - __main__ - ########## val_vi_acc 0.7253012048192771 ########## 04/13/2022 12:42:35 - INFO - __main__ - ########## val_zh_acc 0.7349397590361446 ########## 04/13/2022 12:42:44 - INFO - __main__ - ########## test_ar_acc 0.7063872255489022 ########## 04/13/2022 12:42:54 - INFO - __main__ - ########## test_bg_acc 0.7572854291417166 ########## 04/13/2022 12:43:03 - INFO - __main__ - ########## test_de_acc 0.7554890219560878 ########## 04/13/2022 12:43:13 - INFO - __main__ - ########## test_el_acc 0.7395209580838323 ########## 04/13/2022 12:43:21 - INFO - __main__ - ########## test_en_acc 0.843313373253493 ########## 04/13/2022 12:43:31 - INFO - __main__ - ########## test_es_acc 0.7820359281437126 ########## 04/13/2022 12:43:40 - INFO - __main__ - ########## test_fr_acc 0.7750499001996008 ########## 04/13/2022 12:43:50 - INFO - __main__ - ########## test_hi_acc 0.6598802395209581 ########## 04/13/2022 12:44:00 - INFO - __main__ - ########## test_ru_acc 0.7371257485029941 ########## 04/13/2022 12:44:08 - INFO - __main__ - ########## test_sw_acc 0.6558882235528942 ########## 04/13/2022 12:44:17 - INFO - __main__ - ########## test_th_acc 0.6940119760479042 ########## 04/13/2022 12:44:26 - INFO - __main__ - ########## test_tr_acc 0.6976047904191617 ########## 04/13/2022 12:44:35 - INFO - __main__ - ########## test_ur_acc 0.6237524950099801 ########## 04/13/2022 12:44:45 - INFO - __main__ - ########## test_vi_acc 0.7273453093812375 ########## 04/13/2022 12:44:54 - INFO - __main__ - ########## test_zh_acc 0.7147704590818363 ########## 04/13/2022 12:44:54 - INFO - __main__ - val_ar_acc = 0.6967871485943775 04/13/2022 12:44:54 - INFO - __main__ - val_bg_acc = 0.7397590361445783 04/13/2022 12:44:54 - INFO - __main__ - val_de_acc = 0.7530120481927711 04/13/2022 12:44:54 - INFO - __main__ - val_el_acc = 0.7457831325301205 04/13/2022 12:44:54 - INFO - __main__ - val_en_acc = 0.846987951807229 04/13/2022 12:44:54 - INFO - __main__ - val_es_acc = 0.7767068273092369 04/13/2022 12:44:54 - INFO - __main__ - val_fr_acc = 0.7714859437751004 04/13/2022 12:44:54 - INFO - __main__ - val_hi_acc = 0.6734939759036145 04/13/2022 12:44:54 - INFO - __main__ - val_ru_acc = 0.7232931726907631 04/13/2022 12:44:54 - INFO - __main__ - val_sw_acc = 0.6538152610441768 04/13/2022 12:44:54 - INFO - __main__ - val_th_acc = 0.6763052208835342 04/13/2022 12:44:54 - INFO - __main__ - val_tr_acc = 0.702008032128514 04/13/2022 12:44:54 - INFO - __main__ - val_ur_acc = 0.6240963855421687 04/13/2022 12:44:54 - INFO - __main__ - val_vi_acc = 0.7253012048192771 04/13/2022 12:44:54 - INFO - __main__ - val_zh_acc = 0.7349397590361446 04/13/2022 12:44:54 - INFO - __main__ - val_avg_acc = 0.7229183400267739 04/13/2022 12:44:54 - INFO - __main__ - test_ar_acc = 0.7063872255489022 04/13/2022 12:44:54 - INFO - __main__ - test_bg_acc = 0.7572854291417166 04/13/2022 12:44:54 - INFO - __main__ - test_de_acc = 0.7554890219560878 04/13/2022 12:44:54 - INFO - __main__ - test_el_acc = 0.7395209580838323 04/13/2022 12:44:54 - INFO - __main__ - test_en_acc = 0.843313373253493 04/13/2022 12:44:54 - INFO - __main__ - test_es_acc = 0.7820359281437126 04/13/2022 12:44:54 - INFO - __main__ - test_fr_acc = 0.7750499001996008 04/13/2022 12:44:54 - INFO - __main__ - test_hi_acc = 0.6598802395209581 04/13/2022 12:44:54 - INFO - __main__ - test_ru_acc = 0.7371257485029941 04/13/2022 12:44:54 - INFO - __main__ - test_sw_acc = 0.6558882235528942 04/13/2022 12:44:54 - INFO - __main__ - test_th_acc = 0.6940119760479042 04/13/2022 12:44:54 - INFO - __main__ - test_tr_acc = 0.6976047904191617 04/13/2022 12:44:54 - INFO - __main__ - test_ur_acc = 0.6237524950099801 04/13/2022 12:44:54 - INFO - __main__ - test_vi_acc = 0.7273453093812375 04/13/2022 12:44:54 - INFO - __main__ - test_zh_acc = 0.7147704590818363 04/13/2022 12:44:54 - INFO - __main__ - test_avg_acc = 0.724630738522954 04/13/2022 12:44:55 - INFO - utils - remove old ckpt: xnli_right_avg_new/ckpt/step-435000-test_avg_acc-0.724630738522954-val_avg_acc-0.7229183400267739 04/13/2022 12:44:55 - INFO - __main__ - ********** Evaluating Done ********** 04/13/2022 12:45:00 - INFO - __main__ - global_steps 435050 loss: 0.10627430 04/13/2022 12:45:04 - INFO - __main__ - global_steps 435100 loss: 0.06936378 04/13/2022 12:45:09 - INFO - __main__ - global_steps 435150 loss: 0.11892664 04/13/2022 12:45:14 - INFO - __main__ - global_steps 435200 loss: 0.11530679 04/13/2022 12:45:18 - INFO - __main__ - global_steps 435250 loss: 0.11733629 04/13/2022 12:45:23 - INFO - __main__ - global_steps 435300 loss: 0.10508760 04/13/2022 12:45:28 - INFO - __main__ - global_steps 435350 loss: 0.09830086 04/13/2022 12:45:32 - INFO - __main__ - global_steps 435400 loss: 0.08292491 04/13/2022 12:45:37 - INFO - __main__ - global_steps 435450 loss: 0.11127922 04/13/2022 12:45:42 - INFO - __main__ - global_steps 435500 loss: 0.07253535 04/13/2022 12:45:47 - INFO - __main__ - global_steps 435550 loss: 0.11806665 04/13/2022 12:45:51 - INFO - __main__ - global_steps 435600 loss: 0.08036391 04/13/2022 12:45:56 - INFO - __main__ - global_steps 435650 loss: 0.11640550 04/13/2022 12:46:01 - INFO - __main__ - global_steps 435700 loss: 0.08355156 04/13/2022 12:46:05 - INFO - __main__ - global_steps 435750 loss: 0.06686471 04/13/2022 12:46:10 - INFO - __main__ - global_steps 435800 loss: 0.11189169 04/13/2022 12:46:15 - INFO - __main__ - global_steps 435850 loss: 0.06758318 04/13/2022 12:46:19 - INFO - __main__ - global_steps 435900 loss: 0.08311292 04/13/2022 12:46:24 - INFO - __main__ - global_steps 435950 loss: 0.10741149 04/13/2022 12:46:29 - INFO - __main__ - global_steps 436000 loss: 0.10029247 04/13/2022 12:46:33 - INFO - __main__ - global_steps 436050 loss: 0.11334670 04/13/2022 12:46:38 - INFO - __main__ - global_steps 436100 loss: 0.12926138 04/13/2022 12:46:43 - INFO - __main__ - global_steps 436150 loss: 0.09944690 04/13/2022 12:46:47 - INFO - __main__ - global_steps 436200 loss: 0.10135998 04/13/2022 12:46:52 - INFO - __main__ - global_steps 436250 loss: 0.09905036 04/13/2022 12:46:57 - INFO - __main__ - global_steps 436300 loss: 0.10445638 04/13/2022 12:47:02 - INFO - __main__ - global_steps 436350 loss: 0.07345544 04/13/2022 12:47:06 - INFO - __main__ - global_steps 436400 loss: 0.10265481 04/13/2022 12:47:11 - INFO - __main__ - global_steps 436450 loss: 0.07069920 04/13/2022 12:47:16 - INFO - __main__ - global_steps 436500 loss: 0.07436001 04/13/2022 12:47:20 - INFO - __main__ - global_steps 436550 loss: 0.11588150 04/13/2022 12:47:25 - INFO - __main__ - global_steps 436600 loss: 0.05445588 04/13/2022 12:47:30 - INFO - __main__ - global_steps 436650 loss: 0.10847308 04/13/2022 12:47:34 - INFO - __main__ - global_steps 436700 loss: 0.08481422 04/13/2022 12:47:39 - INFO - __main__ - global_steps 436750 loss: 0.10057578 04/13/2022 12:47:44 - INFO - __main__ - global_steps 436800 loss: 0.05332022 04/13/2022 12:47:49 - INFO - __main__ - global_steps 436850 loss: 0.07789170 04/13/2022 12:47:53 - INFO - __main__ - global_steps 436900 loss: 0.10233108 04/13/2022 12:47:58 - INFO - __main__ - global_steps 436950 loss: 0.06192798 04/13/2022 12:48:03 - INFO - __main__ - global_steps 437000 loss: 0.08191777 04/13/2022 12:48:07 - INFO - __main__ - global_steps 437050 loss: 0.10151548 04/13/2022 12:48:12 - INFO - __main__ - global_steps 437100 loss: 0.14135249 04/13/2022 12:48:17 - INFO - __main__ - global_steps 437150 loss: 0.08394890 04/13/2022 12:48:21 - INFO - __main__ - global_steps 437200 loss: 0.11631283 04/13/2022 12:48:26 - INFO - __main__ - global_steps 437250 loss: 0.09458495 04/13/2022 12:48:31 - INFO - __main__ - global_steps 437300 loss: 0.09099202 04/13/2022 12:48:36 - INFO - __main__ - global_steps 437350 loss: 0.13868964 04/13/2022 12:48:40 - INFO - __main__ - global_steps 437400 loss: 0.08031296 04/13/2022 12:48:45 - INFO - __main__ - global_steps 437450 loss: 0.09178083 04/13/2022 12:48:50 - INFO - __main__ - global_steps 437500 loss: 0.07938704 04/13/2022 12:48:50 - INFO - __main__ - ********** Running evaluating ********** 04/13/2022 12:48:54 - INFO - __main__ - ########## val_ar_acc 0.6935742971887551 ########## 04/13/2022 12:48:59 - INFO - __main__ - ########## val_bg_acc 0.7369477911646586 ########## 04/13/2022 12:49:03 - INFO - __main__ - ########## val_de_acc 0.7457831325301205 ########## 04/13/2022 12:49:08 - INFO - __main__ - ########## val_el_acc 0.7337349397590361 ########## 04/13/2022 12:49:12 - INFO - __main__ - ########## val_en_acc 0.8449799196787149 ########## 04/13/2022 12:49:17 - INFO - __main__ - ########## val_es_acc 0.7694779116465863 ########## 04/13/2022 12:49:21 - INFO - __main__ - ########## val_fr_acc 0.7662650602409639 ########## 04/13/2022 12:49:26 - INFO - __main__ - ########## val_hi_acc 0.6590361445783133 ########## 04/13/2022 12:49:31 - INFO - __main__ - ########## val_ru_acc 0.7192771084337349 ########## 04/13/2022 12:49:35 - INFO - __main__ - ########## val_sw_acc 0.648995983935743 ########## 04/13/2022 12:49:40 - INFO - __main__ - ########## val_th_acc 0.6690763052208836 ########## 04/13/2022 12:49:44 - INFO - __main__ - ########## val_tr_acc 0.6919678714859437 ########## 04/13/2022 12:49:49 - INFO - __main__ - ########## val_ur_acc 0.6172690763052209 ########## 04/13/2022 12:49:53 - INFO - __main__ - ########## val_vi_acc 0.7152610441767068 ########## 04/13/2022 12:49:58 - INFO - __main__ - ########## val_zh_acc 0.7269076305220884 ########## 04/13/2022 12:50:07 - INFO - __main__ - ########## test_ar_acc 0.6988023952095809 ########## 04/13/2022 12:50:16 - INFO - __main__ - ########## test_bg_acc 0.7435129740518962 ########## 04/13/2022 12:50:26 - INFO - __main__ - ########## test_de_acc 0.7493013972055889 ########## 04/13/2022 12:50:35 - INFO - __main__ - ########## test_el_acc 0.7265469061876247 ########## 04/13/2022 12:50:44 - INFO - __main__ - ########## test_en_acc 0.8389221556886227 ########## 04/13/2022 12:50:53 - INFO - __main__ - ########## test_es_acc 0.767065868263473 ########## 04/13/2022 12:51:03 - INFO - __main__ - ########## test_fr_acc 0.7688622754491018 ########## 04/13/2022 12:51:13 - INFO - __main__ - ########## test_hi_acc 0.6475049900199601 ########## 04/13/2022 12:51:22 - INFO - __main__ - ########## test_ru_acc 0.7273453093812375 ########## 04/13/2022 12:51:31 - INFO - __main__ - ########## test_sw_acc 0.6487025948103793 ########## 04/13/2022 12:51:40 - INFO - __main__ - ########## test_th_acc 0.6832335329341317 ########## 04/13/2022 12:51:49 - INFO - __main__ - ########## test_tr_acc 0.6912175648702594 ########## 04/13/2022 12:51:59 - INFO - __main__ - ########## test_ur_acc 0.6141716566866268 ########## 04/13/2022 12:52:08 - INFO - __main__ - ########## test_vi_acc 0.7219560878243513 ########## 04/13/2022 12:52:17 - INFO - __main__ - ########## test_zh_acc 0.7115768463073853 ########## 04/13/2022 12:52:17 - INFO - __main__ - val_ar_acc = 0.6935742971887551 04/13/2022 12:52:17 - INFO - __main__ - val_bg_acc = 0.7369477911646586 04/13/2022 12:52:17 - INFO - __main__ - val_de_acc = 0.7457831325301205 04/13/2022 12:52:17 - INFO - __main__ - val_el_acc = 0.7337349397590361 04/13/2022 12:52:17 - INFO - __main__ - val_en_acc = 0.8449799196787149 04/13/2022 12:52:17 - INFO - __main__ - val_es_acc = 0.7694779116465863 04/13/2022 12:52:17 - INFO - __main__ - val_fr_acc = 0.7662650602409639 04/13/2022 12:52:17 - INFO - __main__ - val_hi_acc = 0.6590361445783133 04/13/2022 12:52:17 - INFO - __main__ - val_ru_acc = 0.7192771084337349 04/13/2022 12:52:17 - INFO - __main__ - val_sw_acc = 0.648995983935743 04/13/2022 12:52:17 - INFO - __main__ - val_th_acc = 0.6690763052208836 04/13/2022 12:52:17 - INFO - __main__ - val_tr_acc = 0.6919678714859437 04/13/2022 12:52:17 - INFO - __main__ - val_ur_acc = 0.6172690763052209 04/13/2022 12:52:17 - INFO - __main__ - val_vi_acc = 0.7152610441767068 04/13/2022 12:52:17 - INFO - __main__ - val_zh_acc = 0.7269076305220884 04/13/2022 12:52:17 - INFO - __main__ - val_avg_acc = 0.7159036144578312 04/13/2022 12:52:17 - INFO - __main__ - test_ar_acc = 0.6988023952095809 04/13/2022 12:52:17 - INFO - __main__ - test_bg_acc = 0.7435129740518962 04/13/2022 12:52:17 - INFO - __main__ - test_de_acc = 0.7493013972055889 04/13/2022 12:52:17 - INFO - __main__ - test_el_acc = 0.7265469061876247 04/13/2022 12:52:17 - INFO - __main__ - test_en_acc = 0.8389221556886227 04/13/2022 12:52:17 - INFO - __main__ - test_es_acc = 0.767065868263473 04/13/2022 12:52:17 - INFO - __main__ - test_fr_acc = 0.7688622754491018 04/13/2022 12:52:17 - INFO - __main__ - test_hi_acc = 0.6475049900199601 04/13/2022 12:52:17 - INFO - __main__ - test_ru_acc = 0.7273453093812375 04/13/2022 12:52:17 - INFO - __main__ - test_sw_acc = 0.6487025948103793 04/13/2022 12:52:17 - INFO - __main__ - test_th_acc = 0.6832335329341317 04/13/2022 12:52:17 - INFO - __main__ - test_tr_acc = 0.6912175648702594 04/13/2022 12:52:17 - INFO - __main__ - test_ur_acc = 0.6141716566866268 04/13/2022 12:52:17 - INFO - __main__ - test_vi_acc = 0.7219560878243513 04/13/2022 12:52:17 - INFO - __main__ - test_zh_acc = 0.7115768463073853 04/13/2022 12:52:17 - INFO - __main__ - test_avg_acc = 0.7159148369926813 04/13/2022 12:52:18 - INFO - utils - remove old ckpt: xnli_right_avg_new/ckpt/step-437500-test_avg_acc-0.7159148369926813-val_avg_acc-0.7159036144578312 04/13/2022 12:52:18 - INFO - __main__ - ********** Evaluating Done ********** 04/13/2022 12:52:23 - INFO - __main__ - global_steps 437550 loss: 0.08321945 04/13/2022 12:52:27 - INFO - __main__ - global_steps 437600 loss: 0.11205321 04/13/2022 12:52:32 - INFO - __main__ - global_steps 437650 loss: 0.07651579 04/13/2022 12:52:37 - INFO - __main__ - global_steps 437700 loss: 0.07144241 04/13/2022 12:52:42 - INFO - __main__ - global_steps 437750 loss: 0.09937022 04/13/2022 12:52:46 - INFO - __main__ - global_steps 437800 loss: 0.07731871 04/13/2022 12:52:51 - INFO - __main__ - global_steps 437850 loss: 0.08791907 04/13/2022 12:52:56 - INFO - __main__ - global_steps 437900 loss: 0.09959564 04/13/2022 12:53:00 - INFO - __main__ - global_steps 437950 loss: 0.07739081 04/13/2022 12:53:05 - INFO - __main__ - global_steps 438000 loss: 0.07672760 04/13/2022 12:53:10 - INFO - __main__ - global_steps 438050 loss: 0.10108175 04/13/2022 12:53:14 - INFO - __main__ - global_steps 438100 loss: 0.09891155 04/13/2022 12:53:19 - INFO - __main__ - global_steps 438150 loss: 0.06389729 04/13/2022 12:53:24 - INFO - __main__ - global_steps 438200 loss: 0.09664290 04/13/2022 12:53:28 - INFO - __main__ - global_steps 438250 loss: 0.08977976 04/13/2022 12:53:33 - INFO - __main__ - global_steps 438300 loss: 0.06399008 04/13/2022 12:53:38 - INFO - __main__ - global_steps 438350 loss: 0.06486121 04/13/2022 12:53:43 - INFO - __main__ - global_steps 438400 loss: 0.09760808 04/13/2022 12:53:47 - INFO - __main__ - global_steps 438450 loss: 0.08243896 04/13/2022 12:53:52 - INFO - __main__ - global_steps 438500 loss: 0.06632012 04/13/2022 12:53:57 - INFO - __main__ - global_steps 438550 loss: 0.07280085 04/13/2022 12:54:01 - INFO - __main__ - global_steps 438600 loss: 0.06711532 04/13/2022 12:54:06 - INFO - __main__ - global_steps 438650 loss: 0.09134039 04/13/2022 12:54:11 - INFO - __main__ - global_steps 438700 loss: 0.07330734 04/13/2022 12:54:15 - INFO - __main__ - global_steps 438750 loss: 0.10893583 04/13/2022 12:54:20 - INFO - __main__ - global_steps 438800 loss: 0.14494158 04/13/2022 12:54:25 - INFO - __main__ - global_steps 438850 loss: 0.06102403 04/13/2022 12:54:29 - INFO - __main__ - global_steps 438900 loss: 0.11933508 04/13/2022 12:54:34 - INFO - __main__ - global_steps 438950 loss: 0.06520292 04/13/2022 12:54:39 - INFO - __main__ - global_steps 439000 loss: 0.09205934 04/13/2022 12:54:43 - INFO - __main__ - global_steps 439050 loss: 0.08970919 04/13/2022 12:54:48 - INFO - __main__ - global_steps 439100 loss: 0.12472280 04/13/2022 12:54:53 - INFO - __main__ - global_steps 439150 loss: 0.07852009 04/13/2022 12:54:57 - INFO - __main__ - global_steps 439200 loss: 0.10829880 04/13/2022 12:55:02 - INFO - __main__ - global_steps 439250 loss: 0.08687558 04/13/2022 12:55:07 - INFO - __main__ - global_steps 439300 loss: 0.11198774 04/13/2022 12:55:11 - INFO - __main__ - global_steps 439350 loss: 0.06458338 04/13/2022 12:55:16 - INFO - __main__ - global_steps 439400 loss: 0.08601748 04/13/2022 12:55:21 - INFO - __main__ - global_steps 439450 loss: 0.07433315 04/13/2022 12:55:25 - INFO - __main__ - global_steps 439500 loss: 0.06806584 04/13/2022 12:55:30 - INFO - __main__ - global_steps 439550 loss: 0.07663432 04/13/2022 12:55:35 - INFO - __main__ - global_steps 439600 loss: 0.10192300 04/13/2022 12:55:39 - INFO - __main__ - global_steps 439650 loss: 0.08862690 04/13/2022 12:55:44 - INFO - __main__ - global_steps 439700 loss: 0.08923839 04/13/2022 12:55:49 - INFO - __main__ - global_steps 439750 loss: 0.05199758 04/13/2022 12:55:54 - INFO - __main__ - global_steps 439800 loss: 0.11107641 04/13/2022 12:55:58 - INFO - __main__ - global_steps 439850 loss: 0.12997034 04/13/2022 12:56:03 - INFO - __main__ - global_steps 439900 loss: 0.08928934 04/13/2022 12:56:08 - INFO - __main__ - global_steps 439950 loss: 0.11218187 04/13/2022 12:56:13 - INFO - __main__ - global_steps 440000 loss: 0.16115419 04/13/2022 12:56:13 - INFO - __main__ - ********** Running evaluating ********** 04/13/2022 12:56:17 - INFO - __main__ - ########## val_ar_acc 0.6835341365461848 ########## 04/13/2022 12:56:22 - INFO - __main__ - ########## val_bg_acc 0.7313253012048193 ########## 04/13/2022 12:56:26 - INFO - __main__ - ########## val_de_acc 0.7409638554216867 ########## 04/13/2022 12:56:31 - INFO - __main__ - ########## val_el_acc 0.7305220883534137 ########## 04/13/2022 12:56:35 - INFO - __main__ - ########## val_en_acc 0.8453815261044176 ########## 04/13/2022 12:56:40 - INFO - __main__ - ########## val_es_acc 0.7738955823293173 ########## 04/13/2022 12:56:44 - INFO - __main__ - ########## val_fr_acc 0.7666666666666667 ########## 04/13/2022 12:56:49 - INFO - __main__ - ########## val_hi_acc 0.6522088353413654 ########## 04/13/2022 12:56:54 - INFO - __main__ - ########## val_ru_acc 0.714859437751004 ########## 04/13/2022 12:56:58 - INFO - __main__ - ########## val_sw_acc 0.6341365461847389 ########## 04/13/2022 12:57:03 - INFO - __main__ - ########## val_th_acc 0.6698795180722892 ########## 04/13/2022 12:57:07 - INFO - __main__ - ########## val_tr_acc 0.691566265060241 ########## 04/13/2022 12:57:12 - INFO - __main__ - ########## val_ur_acc 0.6032128514056225 ########## 04/13/2022 12:57:16 - INFO - __main__ - ########## val_vi_acc 0.706425702811245 ########## 04/13/2022 12:57:21 - INFO - __main__ - ########## val_zh_acc 0.7216867469879518 ########## 04/13/2022 12:57:30 - INFO - __main__ - ########## test_ar_acc 0.6936127744510978 ########## 04/13/2022 12:57:39 - INFO - __main__ - ########## test_bg_acc 0.7363273453093813 ########## 04/13/2022 12:57:49 - INFO - __main__ - ########## test_de_acc 0.7473053892215569 ########## 04/13/2022 12:57:58 - INFO - __main__ - ########## test_el_acc 0.7237524950099801 ########## 04/13/2022 12:58:07 - INFO - __main__ - ########## test_en_acc 0.8363273453093812 ########## 04/13/2022 12:58:16 - INFO - __main__ - ########## test_es_acc 0.767065868263473 ########## 04/13/2022 12:58:26 - INFO - __main__ - ########## test_fr_acc 0.7652694610778443 ########## 04/13/2022 12:58:36 - INFO - __main__ - ########## test_hi_acc 0.6373253493013972 ########## 04/13/2022 12:58:45 - INFO - __main__ - ########## test_ru_acc 0.7219560878243513 ########## 04/13/2022 12:58:54 - INFO - __main__ - ########## test_sw_acc 0.6383233532934132 ########## 04/13/2022 12:59:03 - INFO - __main__ - ########## test_th_acc 0.6764471057884232 ########## 04/13/2022 12:59:12 - INFO - __main__ - ########## test_tr_acc 0.687624750499002 ########## 04/13/2022 12:59:22 - INFO - __main__ - ########## test_ur_acc 0.611377245508982 ########## 04/13/2022 12:59:31 - INFO - __main__ - ########## test_vi_acc 0.713373253493014 ########## 04/13/2022 12:59:40 - INFO - __main__ - ########## test_zh_acc 0.705189620758483 ########## 04/13/2022 12:59:40 - INFO - __main__ - val_ar_acc = 0.6835341365461848 04/13/2022 12:59:40 - INFO - __main__ - val_bg_acc = 0.7313253012048193 04/13/2022 12:59:40 - INFO - __main__ - val_de_acc = 0.7409638554216867 04/13/2022 12:59:40 - INFO - __main__ - val_el_acc = 0.7305220883534137 04/13/2022 12:59:40 - INFO - __main__ - val_en_acc = 0.8453815261044176 04/13/2022 12:59:40 - INFO - __main__ - val_es_acc = 0.7738955823293173 04/13/2022 12:59:40 - INFO - __main__ - val_fr_acc = 0.7666666666666667 04/13/2022 12:59:40 - INFO - __main__ - val_hi_acc = 0.6522088353413654 04/13/2022 12:59:40 - INFO - __main__ - val_ru_acc = 0.714859437751004 04/13/2022 12:59:40 - INFO - __main__ - val_sw_acc = 0.6341365461847389 04/13/2022 12:59:40 - INFO - __main__ - val_th_acc = 0.6698795180722892 04/13/2022 12:59:40 - INFO - __main__ - val_tr_acc = 0.691566265060241 04/13/2022 12:59:40 - INFO - __main__ - val_ur_acc = 0.6032128514056225 04/13/2022 12:59:40 - INFO - __main__ - val_vi_acc = 0.706425702811245 04/13/2022 12:59:40 - INFO - __main__ - val_zh_acc = 0.7216867469879518 04/13/2022 12:59:40 - INFO - __main__ - val_avg_acc = 0.7110843373493977 04/13/2022 12:59:40 - INFO - __main__ - test_ar_acc = 0.6936127744510978 04/13/2022 12:59:40 - INFO - __main__ - test_bg_acc = 0.7363273453093813 04/13/2022 12:59:40 - INFO - __main__ - test_de_acc = 0.7473053892215569 04/13/2022 12:59:40 - INFO - __main__ - test_el_acc = 0.7237524950099801 04/13/2022 12:59:40 - INFO - __main__ - test_en_acc = 0.8363273453093812 04/13/2022 12:59:40 - INFO - __main__ - test_es_acc = 0.767065868263473 04/13/2022 12:59:40 - INFO - __main__ - test_fr_acc = 0.7652694610778443 04/13/2022 12:59:40 - INFO - __main__ - test_hi_acc = 0.6373253493013972 04/13/2022 12:59:40 - INFO - __main__ - test_ru_acc = 0.7219560878243513 04/13/2022 12:59:40 - INFO - __main__ - test_sw_acc = 0.6383233532934132 04/13/2022 12:59:40 - INFO - __main__ - test_th_acc = 0.6764471057884232 04/13/2022 12:59:40 - INFO - __main__ - test_tr_acc = 0.687624750499002 04/13/2022 12:59:40 - INFO - __main__ - test_ur_acc = 0.611377245508982 04/13/2022 12:59:40 - INFO - __main__ - test_vi_acc = 0.713373253493014 04/13/2022 12:59:40 - INFO - __main__ - test_zh_acc = 0.705189620758483 04/13/2022 12:59:40 - INFO - __main__ - test_avg_acc = 0.7107518296739852 04/13/2022 12:59:41 - INFO - utils - remove old ckpt: xnli_right_avg_new/ckpt/step-440000-test_avg_acc-0.7107518296739852-val_avg_acc-0.7110843373493977 04/13/2022 12:59:41 - INFO - __main__ - ********** Evaluating Done ********** 04/13/2022 12:59:46 - INFO - __main__ - global_steps 440050 loss: 0.09188619 04/13/2022 12:59:50 - INFO - __main__ - global_steps 440100 loss: 0.06693789 04/13/2022 12:59:55 - INFO - __main__ - global_steps 440150 loss: 0.12335319 04/13/2022 12:59:59 - INFO - __main__ - global_steps 440200 loss: 0.08371131 04/13/2022 13:00:03 - INFO - __main__ - global_steps 440250 loss: 0.09494739 04/13/2022 13:00:08 - INFO - __main__ - global_steps 440300 loss: 0.09680591 04/13/2022 13:00:12 - INFO - __main__ - global_steps 440350 loss: 0.08378291 04/13/2022 13:00:17 - INFO - __main__ - global_steps 440400 loss: 0.07288880 04/13/2022 13:00:22 - INFO - __main__ - global_steps 440450 loss: 0.09747912 04/13/2022 13:00:26 - INFO - __main__ - global_steps 440500 loss: 0.11310952 04/13/2022 13:00:31 - INFO - __main__ - global_steps 440550 loss: 0.07539864 04/13/2022 13:00:36 - INFO - __main__ - global_steps 440600 loss: 0.07970128 04/13/2022 13:00:41 - INFO - __main__ - global_steps 440650 loss: 0.10200589 04/13/2022 13:00:45 - INFO - __main__ - global_steps 440700 loss: 0.16583303 04/13/2022 13:00:50 - INFO - __main__ - global_steps 440750 loss: 0.12218600 04/13/2022 13:00:54 - INFO - __main__ - global_steps 440800 loss: 0.08630079 04/13/2022 13:00:59 - INFO - __main__ - global_steps 440850 loss: 0.08481064 04/13/2022 13:01:04 - INFO - __main__ - global_steps 440900 loss: 0.10046367 04/13/2022 13:01:09 - INFO - __main__ - global_steps 440950 loss: 0.09743848 04/13/2022 13:01:13 - INFO - __main__ - global_steps 441000 loss: 0.09546531 04/13/2022 13:01:18 - INFO - __main__ - global_steps 441050 loss: 0.06614840 04/13/2022 13:01:23 - INFO - __main__ - global_steps 441100 loss: 0.09040373 04/13/2022 13:01:27 - INFO - __main__ - global_steps 441150 loss: 0.10282052 04/13/2022 13:01:32 - INFO - __main__ - global_steps 441200 loss: 0.13780417 04/13/2022 13:01:37 - INFO - __main__ - global_steps 441250 loss: 0.06773725 04/13/2022 13:01:41 - INFO - __main__ - global_steps 441300 loss: 0.06977885 04/13/2022 13:01:46 - INFO - __main__ - global_steps 441350 loss: 0.12597218 04/13/2022 13:01:51 - INFO - __main__ - global_steps 441400 loss: 0.08080451 04/13/2022 13:01:55 - INFO - __main__ - global_steps 441450 loss: 0.08507583 04/13/2022 13:02:00 - INFO - __main__ - global_steps 441500 loss: 0.08803083 04/13/2022 13:02:05 - INFO - __main__ - global_steps 441550 loss: 0.08499978 04/13/2022 13:02:09 - INFO - __main__ - global_steps 441600 loss: 0.11632952 04/13/2022 13:02:14 - INFO - __main__ - global_steps 441650 loss: 0.09387961 04/13/2022 13:02:18 - INFO - __main__ - global_steps 441700 loss: 0.09737481 04/13/2022 13:02:23 - INFO - __main__ - global_steps 441750 loss: 0.09441354 04/13/2022 13:02:27 - INFO - __main__ - global_steps 441800 loss: 0.07219306 04/13/2022 13:02:31 - INFO - __main__ - global_steps 441850 loss: 0.08081913 04/13/2022 13:02:36 - INFO - __main__ - global_steps 441900 loss: 0.08098514 04/13/2022 13:02:41 - INFO - __main__ - global_steps 441950 loss: 0.08392470 04/13/2022 13:02:45 - INFO - __main__ - global_steps 442000 loss: 0.09779322 04/13/2022 13:02:50 - INFO - __main__ - global_steps 442050 loss: 0.09649757 04/13/2022 13:02:55 - INFO - __main__ - global_steps 442100 loss: 0.14338789 04/13/2022 13:03:00 - INFO - __main__ - global_steps 442150 loss: 0.07646095 04/13/2022 13:03:04 - INFO - __main__ - global_steps 442200 loss: 0.07504989 04/13/2022 13:03:09 - INFO - __main__ - global_steps 442250 loss: 0.12783496 04/13/2022 13:03:14 - INFO - __main__ - global_steps 442300 loss: 0.11946088 04/13/2022 13:03:18 - INFO - __main__ - global_steps 442350 loss: 0.13490405 04/13/2022 13:03:23 - INFO - __main__ - global_steps 442400 loss: 0.11028315 04/13/2022 13:03:28 - INFO - __main__ - global_steps 442450 loss: 0.11402690 04/13/2022 13:03:32 - INFO - __main__ - global_steps 442500 loss: 0.08162812 04/13/2022 13:03:32 - INFO - __main__ - ********** Running evaluating ********** 04/13/2022 13:03:37 - INFO - __main__ - ########## val_ar_acc 0.6923694779116466 ########## 04/13/2022 13:03:41 - INFO - __main__ - ########## val_bg_acc 0.7405622489959839 ########## 04/13/2022 13:03:46 - INFO - __main__ - ########## val_de_acc 0.748995983935743 ########## 04/13/2022 13:03:50 - INFO - __main__ - ########## val_el_acc 0.7353413654618474 ########## 04/13/2022 13:03:55 - INFO - __main__ - ########## val_en_acc 0.8425702811244979 ########## 04/13/2022 13:03:59 - INFO - __main__ - ########## val_es_acc 0.7738955823293173 ########## 04/13/2022 13:04:03 - INFO - __main__ - ########## val_fr_acc 0.7670682730923695 ########## 04/13/2022 13:04:08 - INFO - __main__ - ########## val_hi_acc 0.6558232931726907 ########## 04/13/2022 13:04:13 - INFO - __main__ - ########## val_ru_acc 0.7228915662650602 ########## 04/13/2022 13:04:17 - INFO - __main__ - ########## val_sw_acc 0.6485943775100401 ########## 04/13/2022 13:04:21 - INFO - __main__ - ########## val_th_acc 0.6718875502008033 ########## 04/13/2022 13:04:25 - INFO - __main__ - ########## val_tr_acc 0.6959839357429719 ########## 04/13/2022 13:04:29 - INFO - __main__ - ########## val_ur_acc 0.6100401606425703 ########## 04/13/2022 13:04:34 - INFO - __main__ - ########## val_vi_acc 0.7100401606425703 ########## 04/13/2022 13:04:38 - INFO - __main__ - ########## val_zh_acc 0.7365461847389558 ########## 04/13/2022 13:04:47 - INFO - __main__ - ########## test_ar_acc 0.7037924151696606 ########## 04/13/2022 13:04:57 - INFO - __main__ - ########## test_bg_acc 0.7532934131736527 ########## 04/13/2022 13:05:06 - INFO - __main__ - ########## test_de_acc 0.7491017964071857 ########## 04/13/2022 13:05:15 - INFO - __main__ - ########## test_el_acc 0.7343313373253493 ########## 04/13/2022 13:05:24 - INFO - __main__ - ########## test_en_acc 0.8427145708582834 ########## 04/13/2022 13:05:32 - INFO - __main__ - ########## test_es_acc 0.7706586826347306 ########## 04/13/2022 13:05:41 - INFO - __main__ - ########## test_fr_acc 0.7666666666666667 ########## 04/13/2022 13:05:51 - INFO - __main__ - ########## test_hi_acc 0.6512974051896208 ########## 04/13/2022 13:06:01 - INFO - __main__ - ########## test_ru_acc 0.7285429141716567 ########## 04/13/2022 13:06:09 - INFO - __main__ - ########## test_sw_acc 0.6512974051896208 ########## 04/13/2022 13:06:18 - INFO - __main__ - ########## test_th_acc 0.6812375249500998 ########## 04/13/2022 13:06:27 - INFO - __main__ - ########## test_tr_acc 0.6906187624750499 ########## 04/13/2022 13:06:36 - INFO - __main__ - ########## test_ur_acc 0.6159680638722554 ########## 04/13/2022 13:06:45 - INFO - __main__ - ########## test_vi_acc 0.7173652694610778 ########## 04/13/2022 13:06:54 - INFO - __main__ - ########## test_zh_acc 0.7137724550898203 ########## 04/13/2022 13:06:54 - INFO - __main__ - val_ar_acc = 0.6923694779116466 04/13/2022 13:06:54 - INFO - __main__ - val_bg_acc = 0.7405622489959839 04/13/2022 13:06:54 - INFO - __main__ - val_de_acc = 0.748995983935743 04/13/2022 13:06:54 - INFO - __main__ - val_el_acc = 0.7353413654618474 04/13/2022 13:06:54 - INFO - __main__ - val_en_acc = 0.8425702811244979 04/13/2022 13:06:54 - INFO - __main__ - val_es_acc = 0.7738955823293173 04/13/2022 13:06:54 - INFO - __main__ - val_fr_acc = 0.7670682730923695 04/13/2022 13:06:54 - INFO - __main__ - val_hi_acc = 0.6558232931726907 04/13/2022 13:06:54 - INFO - __main__ - val_ru_acc = 0.7228915662650602 04/13/2022 13:06:54 - INFO - __main__ - val_sw_acc = 0.6485943775100401 04/13/2022 13:06:54 - INFO - __main__ - val_th_acc = 0.6718875502008033 04/13/2022 13:06:54 - INFO - __main__ - val_tr_acc = 0.6959839357429719 04/13/2022 13:06:54 - INFO - __main__ - val_ur_acc = 0.6100401606425703 04/13/2022 13:06:54 - INFO - __main__ - val_vi_acc = 0.7100401606425703 04/13/2022 13:06:54 - INFO - __main__ - val_zh_acc = 0.7365461847389558 04/13/2022 13:06:54 - INFO - __main__ - val_avg_acc = 0.7168406961178045 04/13/2022 13:06:54 - INFO - __main__ - test_ar_acc = 0.7037924151696606 04/13/2022 13:06:54 - INFO - __main__ - test_bg_acc = 0.7532934131736527 04/13/2022 13:06:54 - INFO - __main__ - test_de_acc = 0.7491017964071857 04/13/2022 13:06:54 - INFO - __main__ - test_el_acc = 0.7343313373253493 04/13/2022 13:06:54 - INFO - __main__ - test_en_acc = 0.8427145708582834 04/13/2022 13:06:54 - INFO - __main__ - test_es_acc = 0.7706586826347306 04/13/2022 13:06:54 - INFO - __main__ - test_fr_acc = 0.7666666666666667 04/13/2022 13:06:54 - INFO - __main__ - test_hi_acc = 0.6512974051896208 04/13/2022 13:06:54 - INFO - __main__ - test_ru_acc = 0.7285429141716567 04/13/2022 13:06:54 - INFO - __main__ - test_sw_acc = 0.6512974051896208 04/13/2022 13:06:54 - INFO - __main__ - test_th_acc = 0.6812375249500998 04/13/2022 13:06:54 - INFO - __main__ - test_tr_acc = 0.6906187624750499 04/13/2022 13:06:54 - INFO - __main__ - test_ur_acc = 0.6159680638722554 04/13/2022 13:06:54 - INFO - __main__ - test_vi_acc = 0.7173652694610778 04/13/2022 13:06:54 - INFO - __main__ - test_zh_acc = 0.7137724550898203 04/13/2022 13:06:54 - INFO - __main__ - test_avg_acc = 0.7180439121756487 04/13/2022 13:06:55 - INFO - utils - remove old ckpt: xnli_right_avg_new/ckpt/step-442500-test_avg_acc-0.7180439121756487-val_avg_acc-0.7168406961178045 04/13/2022 13:06:55 - INFO - __main__ - ********** Evaluating Done ********** 04/13/2022 13:07:00 - INFO - __main__ - global_steps 442550 loss: 0.10193529 04/13/2022 13:07:04 - INFO - __main__ - global_steps 442600 loss: 0.08986898 04/13/2022 13:07:09 - INFO - __main__ - global_steps 442650 loss: 0.08995493 04/13/2022 13:07:14 - INFO - __main__ - global_steps 442700 loss: 0.13489416 04/13/2022 13:07:18 - INFO - __main__ - global_steps 442750 loss: 0.06340250 04/13/2022 13:07:23 - INFO - __main__ - global_steps 442800 loss: 0.09109851 04/13/2022 13:07:28 - INFO - __main__ - global_steps 442850 loss: 0.08402260 04/13/2022 13:07:33 - INFO - __main__ - global_steps 442900 loss: 0.11840454 04/13/2022 13:07:37 - INFO - __main__ - global_steps 442950 loss: 0.12651627 04/13/2022 13:07:42 - INFO - __main__ - global_steps 443000 loss: 0.11568175 04/13/2022 13:07:47 - INFO - __main__ - global_steps 443050 loss: 0.10665845 04/13/2022 13:07:51 - INFO - __main__ - global_steps 443100 loss: 0.11206285 04/13/2022 13:07:56 - INFO - __main__ - global_steps 443150 loss: 0.09465889 04/13/2022 13:08:00 - INFO - __main__ - global_steps 443200 loss: 0.14078720 04/13/2022 13:08:05 - INFO - __main__ - global_steps 443250 loss: 0.07007347 04/13/2022 13:08:10 - INFO - __main__ - global_steps 443300 loss: 0.09005210 04/13/2022 13:08:14 - INFO - __main__ - global_steps 443350 loss: 0.08713243 04/13/2022 13:08:19 - INFO - __main__ - global_steps 443400 loss: 0.12609057 04/13/2022 13:08:24 - INFO - __main__ - global_steps 443450 loss: 0.06965347 04/13/2022 13:08:29 - INFO - __main__ - global_steps 443500 loss: 0.05677378 04/13/2022 13:08:33 - INFO - __main__ - global_steps 443550 loss: 0.12171058 04/13/2022 13:08:38 - INFO - __main__ - global_steps 443600 loss: 0.11455156 04/13/2022 13:08:43 - INFO - __main__ - global_steps 443650 loss: 0.07882223 04/13/2022 13:08:47 - INFO - __main__ - global_steps 443700 loss: 0.05644344 04/13/2022 13:08:52 - INFO - __main__ - global_steps 443750 loss: 0.05598082 04/13/2022 13:08:57 - INFO - __main__ - global_steps 443800 loss: 0.09661026 04/13/2022 13:09:02 - INFO - __main__ - global_steps 443850 loss: 0.07868222 04/13/2022 13:09:06 - INFO - __main__ - global_steps 443900 loss: 0.07544682 04/13/2022 13:09:11 - INFO - __main__ - global_steps 443950 loss: 0.09461689 04/13/2022 13:09:16 - INFO - __main__ - global_steps 444000 loss: 0.10438431 04/13/2022 13:09:21 - INFO - __main__ - global_steps 444050 loss: 0.06170203 04/13/2022 13:09:25 - INFO - __main__ - global_steps 444100 loss: 0.07496505 04/13/2022 13:09:30 - INFO - __main__ - global_steps 444150 loss: 0.08279332 04/13/2022 13:09:35 - INFO - __main__ - global_steps 444200 loss: 0.08665687 04/13/2022 13:09:39 - INFO - __main__ - global_steps 444250 loss: 0.08455795 04/13/2022 13:09:44 - INFO - __main__ - global_steps 444300 loss: 0.10860651 04/13/2022 13:09:49 - INFO - __main__ - global_steps 444350 loss: 0.13574685 04/13/2022 13:09:53 - INFO - __main__ - global_steps 444400 loss: 0.07761548 04/13/2022 13:09:58 - INFO - __main__ - global_steps 444450 loss: 0.13149397 04/13/2022 13:10:03 - INFO - __main__ - global_steps 444500 loss: 0.11323247 04/13/2022 13:10:08 - INFO - __main__ - global_steps 444550 loss: 0.12479074 04/13/2022 13:10:12 - INFO - __main__ - global_steps 444600 loss: 0.06799496 04/13/2022 13:10:17 - INFO - __main__ - global_steps 444650 loss: 0.09041868 04/13/2022 13:10:22 - INFO - __main__ - global_steps 444700 loss: 0.08643219 04/13/2022 13:10:26 - INFO - __main__ - global_steps 444750 loss: 0.07189017 04/13/2022 13:10:31 - INFO - __main__ - global_steps 444800 loss: 0.12691125 04/13/2022 13:10:36 - INFO - __main__ - global_steps 444850 loss: 0.06638451 04/13/2022 13:10:40 - INFO - __main__ - global_steps 444900 loss: 0.05877485 04/13/2022 13:10:45 - INFO - __main__ - global_steps 444950 loss: 0.12621355 04/13/2022 13:10:49 - INFO - __main__ - global_steps 445000 loss: 0.06487394 04/13/2022 13:10:49 - INFO - __main__ - ********** Running evaluating ********** 04/13/2022 13:10:54 - INFO - __main__ - ########## val_ar_acc 0.6975903614457831 ########## 04/13/2022 13:10:59 - INFO - __main__ - ########## val_bg_acc 0.7401606425702811 ########## 04/13/2022 13:11:03 - INFO - __main__ - ########## val_de_acc 0.7502008032128514 ########## 04/13/2022 13:11:08 - INFO - __main__ - ########## val_el_acc 0.7441767068273092 ########## 04/13/2022 13:11:12 - INFO - __main__ - ########## val_en_acc 0.851004016064257 ########## 04/13/2022 13:11:17 - INFO - __main__ - ########## val_es_acc 0.7815261044176707 ########## 04/13/2022 13:11:21 - INFO - __main__ - ########## val_fr_acc 0.7767068273092369 ########## 04/13/2022 13:11:26 - INFO - __main__ - ########## val_hi_acc 0.6710843373493975 ########## 04/13/2022 13:11:31 - INFO - __main__ - ########## val_ru_acc 0.7257028112449799 ########## 04/13/2022 13:11:35 - INFO - __main__ - ########## val_sw_acc 0.6522088353413654 ########## 04/13/2022 13:11:40 - INFO - __main__ - ########## val_th_acc 0.6835341365461848 ########## 04/13/2022 13:11:44 - INFO - __main__ - ########## val_tr_acc 0.7052208835341366 ########## 04/13/2022 13:11:49 - INFO - __main__ - ########## val_ur_acc 0.6160642570281124 ########## 04/13/2022 13:11:53 - INFO - __main__ - ########## val_vi_acc 0.7196787148594378 ########## 04/13/2022 13:11:58 - INFO - __main__ - ########## val_zh_acc 0.7437751004016064 ########## 04/13/2022 13:12:07 - INFO - __main__ - ########## test_ar_acc 0.7107784431137725 ########## 04/13/2022 13:12:16 - INFO - __main__ - ########## test_bg_acc 0.757684630738523 ########## 04/13/2022 13:12:26 - INFO - __main__ - ########## test_de_acc 0.7540918163672655 ########## 04/13/2022 13:12:35 - INFO - __main__ - ########## test_el_acc 0.7401197604790419 ########## 04/13/2022 13:12:44 - INFO - __main__ - ########## test_en_acc 0.8423153692614771 ########## 04/13/2022 13:12:53 - INFO - __main__ - ########## test_es_acc 0.7778443113772455 ########## 04/13/2022 13:13:03 - INFO - __main__ - ########## test_fr_acc 0.7730538922155689 ########## 04/13/2022 13:13:13 - INFO - __main__ - ########## test_hi_acc 0.6580838323353293 ########## 04/13/2022 13:13:22 - INFO - __main__ - ########## test_ru_acc 0.7321357285429142 ########## 04/13/2022 13:13:31 - INFO - __main__ - ########## test_sw_acc 0.6562874251497006 ########## 04/13/2022 13:13:40 - INFO - __main__ - ########## test_th_acc 0.6914171656686626 ########## 04/13/2022 13:13:49 - INFO - __main__ - ########## test_tr_acc 0.6978043912175649 ########## 04/13/2022 13:13:59 - INFO - __main__ - ########## test_ur_acc 0.6273453093812376 ########## 04/13/2022 13:14:08 - INFO - __main__ - ########## test_vi_acc 0.7229540918163673 ########## 04/13/2022 13:14:17 - INFO - __main__ - ########## test_zh_acc 0.7143712574850299 ########## 04/13/2022 13:14:17 - INFO - __main__ - val_ar_acc = 0.6975903614457831 04/13/2022 13:14:17 - INFO - __main__ - val_bg_acc = 0.7401606425702811 04/13/2022 13:14:17 - INFO - __main__ - val_de_acc = 0.7502008032128514 04/13/2022 13:14:17 - INFO - __main__ - val_el_acc = 0.7441767068273092 04/13/2022 13:14:17 - INFO - __main__ - val_en_acc = 0.851004016064257 04/13/2022 13:14:17 - INFO - __main__ - val_es_acc = 0.7815261044176707 04/13/2022 13:14:17 - INFO - __main__ - val_fr_acc = 0.7767068273092369 04/13/2022 13:14:17 - INFO - __main__ - val_hi_acc = 0.6710843373493975 04/13/2022 13:14:17 - INFO - __main__ - val_ru_acc = 0.7257028112449799 04/13/2022 13:14:17 - INFO - __main__ - val_sw_acc = 0.6522088353413654 04/13/2022 13:14:17 - INFO - __main__ - val_th_acc = 0.6835341365461848 04/13/2022 13:14:17 - INFO - __main__ - val_tr_acc = 0.7052208835341366 04/13/2022 13:14:17 - INFO - __main__ - val_ur_acc = 0.6160642570281124 04/13/2022 13:14:17 - INFO - __main__ - val_vi_acc = 0.7196787148594378 04/13/2022 13:14:17 - INFO - __main__ - val_zh_acc = 0.7437751004016064 04/13/2022 13:14:17 - INFO - __main__ - val_avg_acc = 0.723908969210174 04/13/2022 13:14:17 - INFO - __main__ - test_ar_acc = 0.7107784431137725 04/13/2022 13:14:17 - INFO - __main__ - test_bg_acc = 0.757684630738523 04/13/2022 13:14:17 - INFO - __main__ - test_de_acc = 0.7540918163672655 04/13/2022 13:14:17 - INFO - __main__ - test_el_acc = 0.7401197604790419 04/13/2022 13:14:17 - INFO - __main__ - test_en_acc = 0.8423153692614771 04/13/2022 13:14:17 - INFO - __main__ - test_es_acc = 0.7778443113772455 04/13/2022 13:14:17 - INFO - __main__ - test_fr_acc = 0.7730538922155689 04/13/2022 13:14:17 - INFO - __main__ - test_hi_acc = 0.6580838323353293 04/13/2022 13:14:17 - INFO - __main__ - test_ru_acc = 0.7321357285429142 04/13/2022 13:14:17 - INFO - __main__ - test_sw_acc = 0.6562874251497006 04/13/2022 13:14:17 - INFO - __main__ - test_th_acc = 0.6914171656686626 04/13/2022 13:14:17 - INFO - __main__ - test_tr_acc = 0.6978043912175649 04/13/2022 13:14:17 - INFO - __main__ - test_ur_acc = 0.6273453093812376 04/13/2022 13:14:17 - INFO - __main__ - test_vi_acc = 0.7229540918163673 04/13/2022 13:14:17 - INFO - __main__ - test_zh_acc = 0.7143712574850299 04/13/2022 13:14:17 - INFO - __main__ - test_avg_acc = 0.7237524950099801 04/13/2022 13:14:18 - INFO - utils - remove old ckpt: xnli_right_avg_new/ckpt/step-445000-test_avg_acc-0.7237524950099801-val_avg_acc-0.723908969210174 04/13/2022 13:14:18 - INFO - __main__ - ********** Evaluating Done ********** 04/13/2022 13:14:23 - INFO - __main__ - global_steps 445050 loss: 0.09949060 04/13/2022 13:14:28 - INFO - __main__ - global_steps 445100 loss: 0.16151266 04/13/2022 13:14:32 - INFO - __main__ - global_steps 445150 loss: 0.08278673 04/13/2022 13:14:37 - INFO - __main__ - global_steps 445200 loss: 0.06012629 04/13/2022 13:14:42 - INFO - __main__ - global_steps 445250 loss: 0.05995519 04/13/2022 13:14:46 - INFO - __main__ - global_steps 445300 loss: 0.07605905 04/13/2022 13:14:51 - INFO - __main__ - global_steps 445350 loss: 0.09925530 04/13/2022 13:14:56 - INFO - __main__ - global_steps 445400 loss: 0.09967617 04/13/2022 13:15:00 - INFO - __main__ - global_steps 445450 loss: 0.08770693 04/13/2022 13:15:05 - INFO - __main__ - global_steps 445500 loss: 0.08869801 04/13/2022 13:15:09 - INFO - __main__ - global_steps 445550 loss: 0.10289107 04/13/2022 13:15:14 - INFO - __main__ - global_steps 445600 loss: 0.10089430 04/13/2022 13:15:19 - INFO - __main__ - global_steps 445650 loss: 0.15726404 04/13/2022 13:15:23 - INFO - __main__ - global_steps 445700 loss: 0.05418932 04/13/2022 13:15:28 - INFO - __main__ - global_steps 445750 loss: 0.08004531 04/13/2022 13:15:33 - INFO - __main__ - global_steps 445800 loss: 0.08856776 04/13/2022 13:15:38 - INFO - __main__ - global_steps 445850 loss: 0.10089262 04/13/2022 13:15:42 - INFO - __main__ - global_steps 445900 loss: 0.12913431 04/13/2022 13:15:47 - INFO - __main__ - global_steps 445950 loss: 0.08799658 04/13/2022 13:15:52 - INFO - __main__ - global_steps 446000 loss: 0.09288757 04/13/2022 13:15:57 - INFO - __main__ - global_steps 446050 loss: 0.09296928 04/13/2022 13:16:01 - INFO - __main__ - global_steps 446100 loss: 0.15322066 04/13/2022 13:16:06 - INFO - __main__ - global_steps 446150 loss: 0.08754807 04/13/2022 13:16:11 - INFO - __main__ - global_steps 446200 loss: 0.08690029 04/13/2022 13:16:15 - INFO - __main__ - global_steps 446250 loss: 0.11500533 04/13/2022 13:16:20 - INFO - __main__ - global_steps 446300 loss: 0.09499114 04/13/2022 13:16:25 - INFO - __main__ - global_steps 446350 loss: 0.10870893 04/13/2022 13:16:29 - INFO - __main__ - global_steps 446400 loss: 0.08458536 04/13/2022 13:16:34 - INFO - __main__ - global_steps 446450 loss: 0.11516147 04/13/2022 13:16:39 - INFO - __main__ - global_steps 446500 loss: 0.11223045 04/13/2022 13:16:44 - INFO - __main__ - global_steps 446550 loss: 0.06614908 04/13/2022 13:16:48 - INFO - __main__ - global_steps 446600 loss: 0.08764409 04/13/2022 13:16:53 - INFO - __main__ - global_steps 446650 loss: 0.12681513 04/13/2022 13:16:58 - INFO - __main__ - global_steps 446700 loss: 0.08662487 04/13/2022 13:17:02 - INFO - __main__ - global_steps 446750 loss: 0.06760823 04/13/2022 13:17:07 - INFO - __main__ - global_steps 446800 loss: 0.11017992 04/13/2022 13:17:12 - INFO - __main__ - global_steps 446850 loss: 0.07946204 04/13/2022 13:17:17 - INFO - __main__ - global_steps 446900 loss: 0.05512954 04/13/2022 13:17:21 - INFO - __main__ - global_steps 446950 loss: 0.07447068 04/13/2022 13:17:26 - INFO - __main__ - global_steps 447000 loss: 0.11853785 04/13/2022 13:17:31 - INFO - __main__ - global_steps 447050 loss: 0.08213517 04/13/2022 13:17:35 - INFO - __main__ - global_steps 447100 loss: 0.08494888 04/13/2022 13:17:40 - INFO - __main__ - global_steps 447150 loss: 0.12248284 04/13/2022 13:17:45 - INFO - __main__ - global_steps 447200 loss: 0.11098855 04/13/2022 13:17:49 - INFO - __main__ - global_steps 447250 loss: 0.08280163 04/13/2022 13:17:54 - INFO - __main__ - global_steps 447300 loss: 0.08669724 04/13/2022 13:17:59 - INFO - __main__ - global_steps 447350 loss: 0.13127711 04/13/2022 13:18:04 - INFO - __main__ - global_steps 447400 loss: 0.07218976 04/13/2022 13:18:08 - INFO - __main__ - global_steps 447450 loss: 0.06598919 04/13/2022 13:18:13 - INFO - __main__ - global_steps 447500 loss: 0.08108488 04/13/2022 13:18:13 - INFO - __main__ - ********** Running evaluating ********** 04/13/2022 13:18:17 - INFO - __main__ - ########## val_ar_acc 0.685140562248996 ########## 04/13/2022 13:18:22 - INFO - __main__ - ########## val_bg_acc 0.7321285140562249 ########## 04/13/2022 13:18:27 - INFO - __main__ - ########## val_de_acc 0.7373493975903614 ########## 04/13/2022 13:18:31 - INFO - __main__ - ########## val_el_acc 0.7289156626506024 ########## 04/13/2022 13:18:35 - INFO - __main__ - ########## val_en_acc 0.8389558232931726 ########## 04/13/2022 13:18:40 - INFO - __main__ - ########## val_es_acc 0.7662650602409639 ########## 04/13/2022 13:18:44 - INFO - __main__ - ########## val_fr_acc 0.7538152610441767 ########## 04/13/2022 13:18:49 - INFO - __main__ - ########## val_hi_acc 0.6518072289156627 ########## 04/13/2022 13:18:54 - INFO - __main__ - ########## val_ru_acc 0.7104417670682731 ########## 04/13/2022 13:18:58 - INFO - __main__ - ########## val_sw_acc 0.6393574297188755 ########## 04/13/2022 13:19:03 - INFO - __main__ - ########## val_th_acc 0.6654618473895583 ########## 04/13/2022 13:19:07 - INFO - __main__ - ########## val_tr_acc 0.6943775100401607 ########## 04/13/2022 13:19:11 - INFO - __main__ - ########## val_ur_acc 0.6080321285140562 ########## 04/13/2022 13:19:16 - INFO - __main__ - ########## val_vi_acc 0.706425702811245 ########## 04/13/2022 13:19:20 - INFO - __main__ - ########## val_zh_acc 0.721285140562249 ########## 04/13/2022 13:19:29 - INFO - __main__ - ########## test_ar_acc 0.6972055888223553 ########## 04/13/2022 13:19:38 - INFO - __main__ - ########## test_bg_acc 0.7359281437125749 ########## 04/13/2022 13:19:47 - INFO - __main__ - ########## test_de_acc 0.7439121756487026 ########## 04/13/2022 13:19:56 - INFO - __main__ - ########## test_el_acc 0.7203592814371258 ########## 04/13/2022 13:20:05 - INFO - __main__ - ########## test_en_acc 0.8389221556886227 ########## 04/13/2022 13:20:15 - INFO - __main__ - ########## test_es_acc 0.7630738522954091 ########## 04/13/2022 13:20:24 - INFO - __main__ - ########## test_fr_acc 0.7604790419161677 ########## 04/13/2022 13:20:34 - INFO - __main__ - ########## test_hi_acc 0.6465069860279441 ########## 04/13/2022 13:20:44 - INFO - __main__ - ########## test_ru_acc 0.7141716566866267 ########## 04/13/2022 13:20:52 - INFO - __main__ - ########## test_sw_acc 0.6485029940119761 ########## 04/13/2022 13:21:01 - INFO - __main__ - ########## test_th_acc 0.6736526946107785 ########## 04/13/2022 13:21:10 - INFO - __main__ - ########## test_tr_acc 0.6852295409181637 ########## 04/13/2022 13:21:20 - INFO - __main__ - ########## test_ur_acc 0.6109780439121757 ########## 04/13/2022 13:21:29 - INFO - __main__ - ########## test_vi_acc 0.7085828343313373 ########## 04/13/2022 13:21:38 - INFO - __main__ - ########## test_zh_acc 0.7075848303393214 ########## 04/13/2022 13:21:38 - INFO - __main__ - val_ar_acc = 0.685140562248996 04/13/2022 13:21:38 - INFO - __main__ - val_bg_acc = 0.7321285140562249 04/13/2022 13:21:38 - INFO - __main__ - val_de_acc = 0.7373493975903614 04/13/2022 13:21:38 - INFO - __main__ - val_el_acc = 0.7289156626506024 04/13/2022 13:21:38 - INFO - __main__ - val_en_acc = 0.8389558232931726 04/13/2022 13:21:38 - INFO - __main__ - val_es_acc = 0.7662650602409639 04/13/2022 13:21:38 - INFO - __main__ - val_fr_acc = 0.7538152610441767 04/13/2022 13:21:38 - INFO - __main__ - val_hi_acc = 0.6518072289156627 04/13/2022 13:21:38 - INFO - __main__ - val_ru_acc = 0.7104417670682731 04/13/2022 13:21:38 - INFO - __main__ - val_sw_acc = 0.6393574297188755 04/13/2022 13:21:38 - INFO - __main__ - val_th_acc = 0.6654618473895583 04/13/2022 13:21:38 - INFO - __main__ - val_tr_acc = 0.6943775100401607 04/13/2022 13:21:38 - INFO - __main__ - val_ur_acc = 0.6080321285140562 04/13/2022 13:21:38 - INFO - __main__ - val_vi_acc = 0.706425702811245 04/13/2022 13:21:38 - INFO - __main__ - val_zh_acc = 0.721285140562249 04/13/2022 13:21:38 - INFO - __main__ - val_avg_acc = 0.7093172690763053 04/13/2022 13:21:38 - INFO - __main__ - test_ar_acc = 0.6972055888223553 04/13/2022 13:21:38 - INFO - __main__ - test_bg_acc = 0.7359281437125749 04/13/2022 13:21:38 - INFO - __main__ - test_de_acc = 0.7439121756487026 04/13/2022 13:21:38 - INFO - __main__ - test_el_acc = 0.7203592814371258 04/13/2022 13:21:38 - INFO - __main__ - test_en_acc = 0.8389221556886227 04/13/2022 13:21:38 - INFO - __main__ - test_es_acc = 0.7630738522954091 04/13/2022 13:21:38 - INFO - __main__ - test_fr_acc = 0.7604790419161677 04/13/2022 13:21:38 - INFO - __main__ - test_hi_acc = 0.6465069860279441 04/13/2022 13:21:38 - INFO - __main__ - test_ru_acc = 0.7141716566866267 04/13/2022 13:21:38 - INFO - __main__ - test_sw_acc = 0.6485029940119761 04/13/2022 13:21:38 - INFO - __main__ - test_th_acc = 0.6736526946107785 04/13/2022 13:21:38 - INFO - __main__ - test_tr_acc = 0.6852295409181637 04/13/2022 13:21:38 - INFO - __main__ - test_ur_acc = 0.6109780439121757 04/13/2022 13:21:38 - INFO - __main__ - test_vi_acc = 0.7085828343313373 04/13/2022 13:21:38 - INFO - __main__ - test_zh_acc = 0.7075848303393214 04/13/2022 13:21:38 - INFO - __main__ - test_avg_acc = 0.7103393213572855 04/13/2022 13:21:39 - INFO - utils - remove old ckpt: xnli_right_avg_new/ckpt/step-447500-test_avg_acc-0.7103393213572855-val_avg_acc-0.7093172690763053 04/13/2022 13:21:39 - INFO - __main__ - ********** Evaluating Done ********** 04/13/2022 13:21:44 - INFO - __main__ - global_steps 447550 loss: 0.07342729 04/13/2022 13:21:49 - INFO - __main__ - global_steps 447600 loss: 0.08604079 04/13/2022 13:21:54 - INFO - __main__ - global_steps 447650 loss: 0.07122582 04/13/2022 13:21:58 - INFO - __main__ - global_steps 447700 loss: 0.06832493 04/13/2022 13:22:03 - INFO - __main__ - global_steps 447750 loss: 0.08371416 04/13/2022 13:22:08 - INFO - __main__ - global_steps 447800 loss: 0.11741025 04/13/2022 13:22:13 - INFO - __main__ - global_steps 447850 loss: 0.08334433 04/13/2022 13:22:17 - INFO - __main__ - global_steps 447900 loss: 0.09463237 04/13/2022 13:22:22 - INFO - __main__ - global_steps 447950 loss: 0.05649754 04/13/2022 13:22:27 - INFO - __main__ - global_steps 448000 loss: 0.06716026 04/13/2022 13:22:31 - INFO - __main__ - global_steps 448050 loss: 0.06845387 04/13/2022 13:22:36 - INFO - __main__ - global_steps 448100 loss: 0.08811603 04/13/2022 13:22:41 - INFO - __main__ - global_steps 448150 loss: 0.11362741 04/13/2022 13:22:46 - INFO - __main__ - global_steps 448200 loss: 0.06740666 04/13/2022 13:22:50 - INFO - __main__ - global_steps 448250 loss: 0.10989557 04/13/2022 13:22:55 - INFO - __main__ - global_steps 448300 loss: 0.11005033 04/13/2022 13:23:00 - INFO - __main__ - global_steps 448350 loss: 0.08307421 04/13/2022 13:23:04 - INFO - __main__ - global_steps 448400 loss: 0.07894961 04/13/2022 13:23:09 - INFO - __main__ - global_steps 448450 loss: 0.07580074 04/13/2022 13:23:14 - INFO - __main__ - global_steps 448500 loss: 0.11953825 04/13/2022 13:23:18 - INFO - __main__ - global_steps 448550 loss: 0.08919551 04/13/2022 13:23:23 - INFO - __main__ - global_steps 448600 loss: 0.08450729 04/13/2022 13:23:28 - INFO - __main__ - global_steps 448650 loss: 0.09677380 04/13/2022 13:23:32 - INFO - __main__ - global_steps 448700 loss: 0.07694268 04/13/2022 13:23:37 - INFO - __main__ - global_steps 448750 loss: 0.11689857 04/13/2022 13:23:42 - INFO - __main__ - global_steps 448800 loss: 0.08217605 04/13/2022 13:23:46 - INFO - __main__ - global_steps 448850 loss: 0.08572424 04/13/2022 13:23:51 - INFO - __main__ - global_steps 448900 loss: 0.08067451 04/13/2022 13:23:56 - INFO - __main__ - global_steps 448950 loss: 0.09990004 04/13/2022 13:24:01 - INFO - __main__ - global_steps 449000 loss: 0.07103289 04/13/2022 13:24:05 - INFO - __main__ - global_steps 449050 loss: 0.06949041 04/13/2022 13:24:10 - INFO - __main__ - global_steps 449100 loss: 0.11583545 04/13/2022 13:24:15 - INFO - __main__ - global_steps 449150 loss: 0.07308733 04/13/2022 13:24:19 - INFO - __main__ - global_steps 449200 loss: 0.08175305 04/13/2022 13:24:24 - INFO - __main__ - global_steps 449250 loss: 0.13494730 04/13/2022 13:24:29 - INFO - __main__ - global_steps 449300 loss: 0.09950793 04/13/2022 13:24:33 - INFO - __main__ - global_steps 449350 loss: 0.12216274 04/13/2022 13:24:38 - INFO - __main__ - global_steps 449400 loss: 0.07499098 04/13/2022 13:24:43 - INFO - __main__ - global_steps 449450 loss: 0.10136494 04/13/2022 13:24:47 - INFO - __main__ - global_steps 449500 loss: 0.07918818 04/13/2022 13:24:52 - INFO - __main__ - global_steps 449550 loss: 0.10308546 04/13/2022 13:24:57 - INFO - __main__ - global_steps 449600 loss: 0.06754371 04/13/2022 13:25:01 - INFO - __main__ - global_steps 449650 loss: 0.07087064 04/13/2022 13:25:06 - INFO - __main__ - global_steps 449700 loss: 0.12618604 04/13/2022 13:25:11 - INFO - __main__ - global_steps 449750 loss: 0.07701119 04/13/2022 13:25:16 - INFO - __main__ - global_steps 449800 loss: 0.09594402 04/13/2022 13:25:20 - INFO - __main__ - global_steps 449850 loss: 0.07486499 04/13/2022 13:25:25 - INFO - __main__ - global_steps 449900 loss: 0.06251256 04/13/2022 13:25:30 - INFO - __main__ - global_steps 449950 loss: 0.10015901 04/13/2022 13:25:34 - INFO - __main__ - global_steps 450000 loss: 0.08334473 04/13/2022 13:25:34 - INFO - __main__ - ********** Running evaluating ********** 04/13/2022 13:25:39 - INFO - __main__ - ########## val_ar_acc 0.6935742971887551 ########## 04/13/2022 13:25:44 - INFO - __main__ - ########## val_bg_acc 0.7413654618473896 ########## 04/13/2022 13:25:48 - INFO - __main__ - ########## val_de_acc 0.7485943775100402 ########## 04/13/2022 13:25:53 - INFO - __main__ - ########## val_el_acc 0.7409638554216867 ########## 04/13/2022 13:25:57 - INFO - __main__ - ########## val_en_acc 0.8453815261044176 ########## 04/13/2022 13:26:02 - INFO - __main__ - ########## val_es_acc 0.7706827309236948 ########## 04/13/2022 13:26:06 - INFO - __main__ - ########## val_fr_acc 0.7698795180722892 ########## 04/13/2022 13:26:11 - INFO - __main__ - ########## val_hi_acc 0.655421686746988 ########## 04/13/2022 13:26:16 - INFO - __main__ - ########## val_ru_acc 0.7200803212851405 ########## 04/13/2022 13:26:20 - INFO - __main__ - ########## val_sw_acc 0.6538152610441768 ########## 04/13/2022 13:26:25 - INFO - __main__ - ########## val_th_acc 0.6734939759036145 ########## 04/13/2022 13:26:29 - INFO - __main__ - ########## val_tr_acc 0.6975903614457831 ########## 04/13/2022 13:26:34 - INFO - __main__ - ########## val_ur_acc 0.6196787148594377 ########## 04/13/2022 13:26:39 - INFO - __main__ - ########## val_vi_acc 0.7176706827309237 ########## 04/13/2022 13:26:43 - INFO - __main__ - ########## val_zh_acc 0.7228915662650602 ########## 04/13/2022 13:26:52 - INFO - __main__ - ########## test_ar_acc 0.7055888223552894 ########## 04/13/2022 13:27:02 - INFO - __main__ - ########## test_bg_acc 0.7550898203592814 ########## 04/13/2022 13:27:11 - INFO - __main__ - ########## test_de_acc 0.7524950099800399 ########## 04/13/2022 13:27:20 - INFO - __main__ - ########## test_el_acc 0.7365269461077845 ########## 04/13/2022 13:27:29 - INFO - __main__ - ########## test_en_acc 0.8455089820359282 ########## 04/13/2022 13:27:39 - INFO - __main__ - ########## test_es_acc 0.779441117764471 ########## 04/13/2022 13:27:48 - INFO - __main__ - ########## test_fr_acc 0.7704590818363274 ########## 04/13/2022 13:27:58 - INFO - __main__ - ########## test_hi_acc 0.6550898203592814 ########## 04/13/2022 13:28:08 - INFO - __main__ - ########## test_ru_acc 0.7237524950099801 ########## 04/13/2022 13:28:16 - INFO - __main__ - ########## test_sw_acc 0.6560878243512974 ########## 04/13/2022 13:28:25 - INFO - __main__ - ########## test_th_acc 0.681437125748503 ########## 04/13/2022 13:28:34 - INFO - __main__ - ########## test_tr_acc 0.6904191616766467 ########## 04/13/2022 13:28:44 - INFO - __main__ - ########## test_ur_acc 0.6211576846307385 ########## 04/13/2022 13:28:53 - INFO - __main__ - ########## test_vi_acc 0.7187624750499002 ########## 04/13/2022 13:29:02 - INFO - __main__ - ########## test_zh_acc 0.716566866267465 ########## 04/13/2022 13:29:02 - INFO - __main__ - val_ar_acc = 0.6935742971887551 04/13/2022 13:29:02 - INFO - __main__ - val_bg_acc = 0.7413654618473896 04/13/2022 13:29:02 - INFO - __main__ - val_de_acc = 0.7485943775100402 04/13/2022 13:29:02 - INFO - __main__ - val_el_acc = 0.7409638554216867 04/13/2022 13:29:02 - INFO - __main__ - val_en_acc = 0.8453815261044176 04/13/2022 13:29:02 - INFO - __main__ - val_es_acc = 0.7706827309236948 04/13/2022 13:29:02 - INFO - __main__ - val_fr_acc = 0.7698795180722892 04/13/2022 13:29:02 - INFO - __main__ - val_hi_acc = 0.655421686746988 04/13/2022 13:29:02 - INFO - __main__ - val_ru_acc = 0.7200803212851405 04/13/2022 13:29:02 - INFO - __main__ - val_sw_acc = 0.6538152610441768 04/13/2022 13:29:02 - INFO - __main__ - val_th_acc = 0.6734939759036145 04/13/2022 13:29:02 - INFO - __main__ - val_tr_acc = 0.6975903614457831 04/13/2022 13:29:02 - INFO - __main__ - val_ur_acc = 0.6196787148594377 04/13/2022 13:29:02 - INFO - __main__ - val_vi_acc = 0.7176706827309237 04/13/2022 13:29:02 - INFO - __main__ - val_zh_acc = 0.7228915662650602 04/13/2022 13:29:02 - INFO - __main__ - val_avg_acc = 0.7180722891566266 04/13/2022 13:29:02 - INFO - __main__ - test_ar_acc = 0.7055888223552894 04/13/2022 13:29:02 - INFO - __main__ - test_bg_acc = 0.7550898203592814 04/13/2022 13:29:02 - INFO - __main__ - test_de_acc = 0.7524950099800399 04/13/2022 13:29:02 - INFO - __main__ - test_el_acc = 0.7365269461077845 04/13/2022 13:29:02 - INFO - __main__ - test_en_acc = 0.8455089820359282 04/13/2022 13:29:02 - INFO - __main__ - test_es_acc = 0.779441117764471 04/13/2022 13:29:02 - INFO - __main__ - test_fr_acc = 0.7704590818363274 04/13/2022 13:29:02 - INFO - __main__ - test_hi_acc = 0.6550898203592814 04/13/2022 13:29:02 - INFO - __main__ - test_ru_acc = 0.7237524950099801 04/13/2022 13:29:02 - INFO - __main__ - test_sw_acc = 0.6560878243512974 04/13/2022 13:29:02 - INFO - __main__ - test_th_acc = 0.681437125748503 04/13/2022 13:29:02 - INFO - __main__ - test_tr_acc = 0.6904191616766467 04/13/2022 13:29:02 - INFO - __main__ - test_ur_acc = 0.6211576846307385 04/13/2022 13:29:02 - INFO - __main__ - test_vi_acc = 0.7187624750499002 04/13/2022 13:29:02 - INFO - __main__ - test_zh_acc = 0.716566866267465 04/13/2022 13:29:02 - INFO - __main__ - test_avg_acc = 0.720558882235529 04/13/2022 13:29:03 - INFO - utils - remove old ckpt: xnli_right_avg_new/ckpt/step-450000-test_avg_acc-0.720558882235529-val_avg_acc-0.7180722891566266 04/13/2022 13:29:03 - INFO - __main__ - ********** Evaluating Done ********** 04/13/2022 13:29:08 - INFO - __main__ - global_steps 450050 loss: 0.05001545 04/13/2022 13:29:13 - INFO - __main__ - global_steps 450100 loss: 0.07297692 04/13/2022 13:29:18 - INFO - __main__ - global_steps 450150 loss: 0.10651625 04/13/2022 13:29:22 - INFO - __main__ - global_steps 450200 loss: 0.06990721 04/13/2022 13:29:27 - INFO - __main__ - global_steps 450250 loss: 0.09468304 04/13/2022 13:29:32 - INFO - __main__ - global_steps 450300 loss: 0.08309392 04/13/2022 13:29:37 - INFO - __main__ - global_steps 450350 loss: 0.12283777 04/13/2022 13:29:41 - INFO - __main__ - global_steps 450400 loss: 0.11119667 04/13/2022 13:29:46 - INFO - __main__ - global_steps 450450 loss: 0.11625348 04/13/2022 13:29:51 - INFO - __main__ - global_steps 450500 loss: 0.06879109 04/13/2022 13:29:55 - INFO - __main__ - global_steps 450550 loss: 0.08644716 04/13/2022 13:30:00 - INFO - __main__ - global_steps 450600 loss: 0.12037080 04/13/2022 13:30:05 - INFO - __main__ - global_steps 450650 loss: 0.05101414 04/13/2022 13:30:10 - INFO - __main__ - global_steps 450700 loss: 0.08974989 04/13/2022 13:30:14 - INFO - __main__ - global_steps 450750 loss: 0.08571020 04/13/2022 13:30:19 - INFO - __main__ - global_steps 450800 loss: 0.06215572 04/13/2022 13:30:24 - INFO - __main__ - global_steps 450850 loss: 0.12612180 04/13/2022 13:30:28 - INFO - __main__ - global_steps 450900 loss: 0.05983762 04/13/2022 13:30:33 - INFO - __main__ - global_steps 450950 loss: 0.08027929 04/13/2022 13:30:38 - INFO - __main__ - global_steps 451000 loss: 0.06339887 04/13/2022 13:30:43 - INFO - __main__ - global_steps 451050 loss: 0.07555780 04/13/2022 13:30:47 - INFO - __main__ - global_steps 451100 loss: 0.08326063 04/13/2022 13:30:52 - INFO - __main__ - global_steps 451150 loss: 0.09452896 04/13/2022 13:30:57 - INFO - __main__ - global_steps 451200 loss: 0.07189711 04/13/2022 13:31:02 - INFO - __main__ - global_steps 451250 loss: 0.07168927 04/13/2022 13:31:06 - INFO - __main__ - global_steps 451300 loss: 0.12902506 04/13/2022 13:31:11 - INFO - __main__ - global_steps 451350 loss: 0.10523645 04/13/2022 13:31:16 - INFO - __main__ - global_steps 451400 loss: 0.09665103 04/13/2022 13:31:20 - INFO - __main__ - global_steps 451450 loss: 0.11392824 04/13/2022 13:31:25 - INFO - __main__ - global_steps 451500 loss: 0.14631287 04/13/2022 13:31:30 - INFO - __main__ - global_steps 451550 loss: 0.09245921 04/13/2022 13:31:34 - INFO - __main__ - global_steps 451600 loss: 0.07477301 04/13/2022 13:31:39 - INFO - __main__ - global_steps 451650 loss: 0.06864080 04/13/2022 13:31:44 - INFO - __main__ - global_steps 451700 loss: 0.07733272 04/13/2022 13:31:48 - INFO - __main__ - global_steps 451750 loss: 0.11098092 04/13/2022 13:31:53 - INFO - __main__ - global_steps 451800 loss: 0.08389836 04/13/2022 13:31:58 - INFO - __main__ - global_steps 451850 loss: 0.07314021 04/13/2022 13:32:02 - INFO - __main__ - global_steps 451900 loss: 0.05278672 04/13/2022 13:32:07 - INFO - __main__ - global_steps 451950 loss: 0.12040184 04/13/2022 13:32:12 - INFO - __main__ - global_steps 452000 loss: 0.12726095 04/13/2022 13:32:16 - INFO - __main__ - global_steps 452050 loss: 0.08157176 04/13/2022 13:32:21 - INFO - __main__ - global_steps 452100 loss: 0.08063390 04/13/2022 13:32:26 - INFO - __main__ - global_steps 452150 loss: 0.07550208 04/13/2022 13:32:30 - INFO - __main__ - global_steps 452200 loss: 0.06397754 04/13/2022 13:32:35 - INFO - __main__ - global_steps 452250 loss: 0.05955844 04/13/2022 13:32:40 - INFO - __main__ - global_steps 452300 loss: 0.13437979 04/13/2022 13:32:45 - INFO - __main__ - global_steps 452350 loss: 0.10946502 04/13/2022 13:32:49 - INFO - __main__ - global_steps 452400 loss: 0.09655869 04/13/2022 13:32:54 - INFO - __main__ - global_steps 452450 loss: 0.14522097 04/13/2022 13:32:59 - INFO - __main__ - global_steps 452500 loss: 0.07305638 04/13/2022 13:32:59 - INFO - __main__ - ********** Running evaluating ********** 04/13/2022 13:33:03 - INFO - __main__ - ########## val_ar_acc 0.6947791164658634 ########## 04/13/2022 13:33:08 - INFO - __main__ - ########## val_bg_acc 0.7413654618473896 ########## 04/13/2022 13:33:13 - INFO - __main__ - ########## val_de_acc 0.7502008032128514 ########## 04/13/2022 13:33:17 - INFO - __main__ - ########## val_el_acc 0.7437751004016064 ########## 04/13/2022 13:33:22 - INFO - __main__ - ########## val_en_acc 0.840562248995984 ########## 04/13/2022 13:33:26 - INFO - __main__ - ########## val_es_acc 0.7767068273092369 ########## 04/13/2022 13:33:31 - INFO - __main__ - ########## val_fr_acc 0.7610441767068273 ########## 04/13/2022 13:33:36 - INFO - __main__ - ########## val_hi_acc 0.6646586345381527 ########## 04/13/2022 13:33:40 - INFO - __main__ - ########## val_ru_acc 0.714859437751004 ########## 04/13/2022 13:33:45 - INFO - __main__ - ########## val_sw_acc 0.6534136546184739 ########## 04/13/2022 13:33:49 - INFO - __main__ - ########## val_th_acc 0.6799196787148595 ########## 04/13/2022 13:33:54 - INFO - __main__ - ########## val_tr_acc 0.6987951807228916 ########## 04/13/2022 13:33:58 - INFO - __main__ - ########## val_ur_acc 0.6176706827309237 ########## 04/13/2022 13:34:03 - INFO - __main__ - ########## val_vi_acc 0.7144578313253012 ########## 04/13/2022 13:34:07 - INFO - __main__ - ########## val_zh_acc 0.7313253012048193 ########## 04/13/2022 13:34:16 - INFO - __main__ - ########## test_ar_acc 0.7131736526946107 ########## 04/13/2022 13:34:26 - INFO - __main__ - ########## test_bg_acc 0.7574850299401198 ########## 04/13/2022 13:34:35 - INFO - __main__ - ########## test_de_acc 0.754690618762475 ########## 04/13/2022 13:34:44 - INFO - __main__ - ########## test_el_acc 0.7359281437125749 ########## 04/13/2022 13:34:53 - INFO - __main__ - ########## test_en_acc 0.8457085828343314 ########## 04/13/2022 13:35:02 - INFO - __main__ - ########## test_es_acc 0.7772455089820359 ########## 04/13/2022 13:35:12 - INFO - __main__ - ########## test_fr_acc 0.7764471057884231 ########## 04/13/2022 13:35:22 - INFO - __main__ - ########## test_hi_acc 0.6610778443113773 ########## 04/13/2022 13:35:31 - INFO - __main__ - ########## test_ru_acc 0.7273453093812375 ########## 04/13/2022 13:35:40 - INFO - __main__ - ########## test_sw_acc 0.6652694610778443 ########## 04/13/2022 13:35:49 - INFO - __main__ - ########## test_th_acc 0.689620758483034 ########## 04/13/2022 13:35:58 - INFO - __main__ - ########## test_tr_acc 0.7007984031936128 ########## 04/13/2022 13:36:07 - INFO - __main__ - ########## test_ur_acc 0.6229540918163673 ########## 04/13/2022 13:36:17 - INFO - __main__ - ########## test_vi_acc 0.7171656686626746 ########## 04/13/2022 13:36:26 - INFO - __main__ - ########## test_zh_acc 0.7199600798403194 ########## 04/13/2022 13:36:26 - INFO - __main__ - val_ar_acc = 0.6947791164658634 04/13/2022 13:36:26 - INFO - __main__ - val_bg_acc = 0.7413654618473896 04/13/2022 13:36:26 - INFO - __main__ - val_de_acc = 0.7502008032128514 04/13/2022 13:36:26 - INFO - __main__ - val_el_acc = 0.7437751004016064 04/13/2022 13:36:26 - INFO - __main__ - val_en_acc = 0.840562248995984 04/13/2022 13:36:26 - INFO - __main__ - val_es_acc = 0.7767068273092369 04/13/2022 13:36:26 - INFO - __main__ - val_fr_acc = 0.7610441767068273 04/13/2022 13:36:26 - INFO - __main__ - val_hi_acc = 0.6646586345381527 04/13/2022 13:36:26 - INFO - __main__ - val_ru_acc = 0.714859437751004 04/13/2022 13:36:26 - INFO - __main__ - val_sw_acc = 0.6534136546184739 04/13/2022 13:36:26 - INFO - __main__ - val_th_acc = 0.6799196787148595 04/13/2022 13:36:26 - INFO - __main__ - val_tr_acc = 0.6987951807228916 04/13/2022 13:36:26 - INFO - __main__ - val_ur_acc = 0.6176706827309237 04/13/2022 13:36:26 - INFO - __main__ - val_vi_acc = 0.7144578313253012 04/13/2022 13:36:26 - INFO - __main__ - val_zh_acc = 0.7313253012048193 04/13/2022 13:36:26 - INFO - __main__ - val_avg_acc = 0.7189022757697455 04/13/2022 13:36:26 - INFO - __main__ - test_ar_acc = 0.7131736526946107 04/13/2022 13:36:26 - INFO - __main__ - test_bg_acc = 0.7574850299401198 04/13/2022 13:36:26 - INFO - __main__ - test_de_acc = 0.754690618762475 04/13/2022 13:36:26 - INFO - __main__ - test_el_acc = 0.7359281437125749 04/13/2022 13:36:26 - INFO - __main__ - test_en_acc = 0.8457085828343314 04/13/2022 13:36:26 - INFO - __main__ - test_es_acc = 0.7772455089820359 04/13/2022 13:36:26 - INFO - __main__ - test_fr_acc = 0.7764471057884231 04/13/2022 13:36:26 - INFO - __main__ - test_hi_acc = 0.6610778443113773 04/13/2022 13:36:26 - INFO - __main__ - test_ru_acc = 0.7273453093812375 04/13/2022 13:36:26 - INFO - __main__ - test_sw_acc = 0.6652694610778443 04/13/2022 13:36:26 - INFO - __main__ - test_th_acc = 0.689620758483034 04/13/2022 13:36:26 - INFO - __main__ - test_tr_acc = 0.7007984031936128 04/13/2022 13:36:26 - INFO - __main__ - test_ur_acc = 0.6229540918163673 04/13/2022 13:36:26 - INFO - __main__ - test_vi_acc = 0.7171656686626746 04/13/2022 13:36:26 - INFO - __main__ - test_zh_acc = 0.7199600798403194 04/13/2022 13:36:26 - INFO - __main__ - test_avg_acc = 0.7243246839654026 04/13/2022 13:36:27 - INFO - utils - remove old ckpt: xnli_right_avg_new/ckpt/step-452500-test_avg_acc-0.7243246839654026-val_avg_acc-0.7189022757697455 04/13/2022 13:36:27 - INFO - __main__ - ********** Evaluating Done ********** 04/13/2022 13:36:32 - INFO - __main__ - global_steps 452550 loss: 0.11462680 04/13/2022 13:36:36 - INFO - __main__ - global_steps 452600 loss: 0.03718902 04/13/2022 13:36:41 - INFO - __main__ - global_steps 452650 loss: 0.08981614 04/13/2022 13:36:46 - INFO - __main__ - global_steps 452700 loss: 0.06939347 04/13/2022 13:36:51 - INFO - __main__ - global_steps 452750 loss: 0.10378826 04/13/2022 13:36:55 - INFO - __main__ - global_steps 452800 loss: 0.09712990 04/13/2022 13:37:00 - INFO - __main__ - global_steps 452850 loss: 0.05115696 04/13/2022 13:37:05 - INFO - __main__ - global_steps 452900 loss: 0.09339415 04/13/2022 13:37:09 - INFO - __main__ - global_steps 452950 loss: 0.08940795 04/13/2022 13:37:14 - INFO - __main__ - global_steps 453000 loss: 0.10685651 04/13/2022 13:37:19 - INFO - __main__ - global_steps 453050 loss: 0.06577377 04/13/2022 13:37:24 - INFO - __main__ - global_steps 453100 loss: 0.06738613 04/13/2022 13:37:28 - INFO - __main__ - global_steps 453150 loss: 0.10427308 04/13/2022 13:37:33 - INFO - __main__ - global_steps 453200 loss: 0.06987782 04/13/2022 13:37:38 - INFO - __main__ - global_steps 453250 loss: 0.03745722 04/13/2022 13:37:43 - INFO - __main__ - global_steps 453300 loss: 0.08354279 04/13/2022 13:37:47 - INFO - __main__ - global_steps 453350 loss: 0.07558150 04/13/2022 13:37:51 - INFO - __main__ - global_steps 453400 loss: 0.10255058 04/13/2022 13:37:56 - INFO - __main__ - global_steps 453450 loss: 0.10264591 04/13/2022 13:38:00 - INFO - __main__ - global_steps 453500 loss: 0.13425374 04/13/2022 13:38:05 - INFO - __main__ - global_steps 453550 loss: 0.07100961 04/13/2022 13:38:10 - INFO - __main__ - global_steps 453600 loss: 0.08796077 04/13/2022 13:38:15 - INFO - __main__ - global_steps 453650 loss: 0.12175071 04/13/2022 13:38:19 - INFO - __main__ - global_steps 453700 loss: 0.09439993 04/13/2022 13:38:24 - INFO - __main__ - global_steps 453750 loss: 0.08789206 04/13/2022 13:38:29 - INFO - __main__ - global_steps 453800 loss: 0.10705681 04/13/2022 13:38:34 - INFO - __main__ - global_steps 453850 loss: 0.11429575 04/13/2022 13:38:38 - INFO - __main__ - global_steps 453900 loss: 0.05571355 04/13/2022 13:38:43 - INFO - __main__ - global_steps 453950 loss: 0.09484131 04/13/2022 13:38:48 - INFO - __main__ - global_steps 454000 loss: 0.10089828 04/13/2022 13:38:52 - INFO - __main__ - global_steps 454050 loss: 0.07662627 04/13/2022 13:38:57 - INFO - __main__ - global_steps 454100 loss: 0.10102429 04/13/2022 13:39:01 - INFO - __main__ - global_steps 454150 loss: 0.10300182 04/13/2022 13:39:06 - INFO - __main__ - global_steps 454200 loss: 0.08034806 04/13/2022 13:39:11 - INFO - __main__ - global_steps 454250 loss: 0.10447341 04/13/2022 13:39:15 - INFO - __main__ - global_steps 454300 loss: 0.09832206 04/13/2022 13:39:20 - INFO - __main__ - global_steps 454350 loss: 0.12550616 04/13/2022 13:39:25 - INFO - __main__ - global_steps 454400 loss: 0.13129092 04/13/2022 13:39:29 - INFO - __main__ - global_steps 454450 loss: 0.09760805 04/13/2022 13:39:34 - INFO - __main__ - global_steps 454500 loss: 0.08678951 04/13/2022 13:39:39 - INFO - __main__ - global_steps 454550 loss: 0.08967065 04/13/2022 13:39:43 - INFO - __main__ - global_steps 454600 loss: 0.09074962 04/13/2022 13:39:48 - INFO - __main__ - global_steps 454650 loss: 0.08676099 04/13/2022 13:39:53 - INFO - __main__ - global_steps 454700 loss: 0.15699658 04/13/2022 13:39:58 - INFO - __main__ - global_steps 454750 loss: 0.05297333 04/13/2022 13:40:02 - INFO - __main__ - global_steps 454800 loss: 0.06013821 04/13/2022 13:40:07 - INFO - __main__ - global_steps 454850 loss: 0.09615485 04/13/2022 13:40:12 - INFO - __main__ - global_steps 454900 loss: 0.07037806 04/13/2022 13:40:17 - INFO - __main__ - global_steps 454950 loss: 0.10119282 04/13/2022 13:40:21 - INFO - __main__ - global_steps 455000 loss: 0.08508262 04/13/2022 13:40:21 - INFO - __main__ - ********** Running evaluating ********** 04/13/2022 13:40:26 - INFO - __main__ - ########## val_ar_acc 0.7024096385542169 ########## 04/13/2022 13:40:30 - INFO - __main__ - ########## val_bg_acc 0.744578313253012 ########## 04/13/2022 13:40:35 - INFO - __main__ - ########## val_de_acc 0.7514056224899598 ########## 04/13/2022 13:40:40 - INFO - __main__ - ########## val_el_acc 0.7522088353413655 ########## 04/13/2022 13:40:44 - INFO - __main__ - ########## val_en_acc 0.8481927710843373 ########## 04/13/2022 13:40:49 - INFO - __main__ - ########## val_es_acc 0.7783132530120482 ########## 04/13/2022 13:40:53 - INFO - __main__ - ########## val_fr_acc 0.7714859437751004 ########## 04/13/2022 13:40:58 - INFO - __main__ - ########## val_hi_acc 0.6642570281124498 ########## 04/13/2022 13:41:03 - INFO - __main__ - ########## val_ru_acc 0.7204819277108434 ########## 04/13/2022 13:41:07 - INFO - __main__ - ########## val_sw_acc 0.6578313253012048 ########## 04/13/2022 13:41:12 - INFO - __main__ - ########## val_th_acc 0.6919678714859437 ########## 04/13/2022 13:41:16 - INFO - __main__ - ########## val_tr_acc 0.704417670682731 ########## 04/13/2022 13:41:21 - INFO - __main__ - ########## val_ur_acc 0.6273092369477912 ########## 04/13/2022 13:41:25 - INFO - __main__ - ########## val_vi_acc 0.721285140562249 ########## 04/13/2022 13:41:30 - INFO - __main__ - ########## val_zh_acc 0.7329317269076305 ########## 04/13/2022 13:41:39 - INFO - __main__ - ########## test_ar_acc 0.7083832335329341 ########## 04/13/2022 13:41:48 - INFO - __main__ - ########## test_bg_acc 0.7532934131736527 ########## 04/13/2022 13:41:58 - INFO - __main__ - ########## test_de_acc 0.7562874251497006 ########## 04/13/2022 13:42:07 - INFO - __main__ - ########## test_el_acc 0.7385229540918163 ########## 04/13/2022 13:42:16 - INFO - __main__ - ########## test_en_acc 0.8493013972055888 ########## 04/13/2022 13:42:25 - INFO - __main__ - ########## test_es_acc 0.7778443113772455 ########## 04/13/2022 13:42:35 - INFO - __main__ - ########## test_fr_acc 0.7764471057884231 ########## 04/13/2022 13:42:45 - INFO - __main__ - ########## test_hi_acc 0.6558882235528942 ########## 04/13/2022 13:42:54 - INFO - __main__ - ########## test_ru_acc 0.725748502994012 ########## 04/13/2022 13:43:03 - INFO - __main__ - ########## test_sw_acc 0.6604790419161677 ########## 04/13/2022 13:43:12 - INFO - __main__ - ########## test_th_acc 0.6952095808383234 ########## 04/13/2022 13:43:21 - INFO - __main__ - ########## test_tr_acc 0.7007984031936128 ########## 04/13/2022 13:43:30 - INFO - __main__ - ########## test_ur_acc 0.6233532934131737 ########## 04/13/2022 13:43:40 - INFO - __main__ - ########## test_vi_acc 0.7217564870259481 ########## 04/13/2022 13:43:49 - INFO - __main__ - ########## test_zh_acc 0.7207584830339321 ########## 04/13/2022 13:43:49 - INFO - __main__ - val_ar_acc = 0.7024096385542169 04/13/2022 13:43:49 - INFO - __main__ - val_bg_acc = 0.744578313253012 04/13/2022 13:43:49 - INFO - __main__ - val_de_acc = 0.7514056224899598 04/13/2022 13:43:49 - INFO - __main__ - val_el_acc = 0.7522088353413655 04/13/2022 13:43:49 - INFO - __main__ - val_en_acc = 0.8481927710843373 04/13/2022 13:43:49 - INFO - __main__ - val_es_acc = 0.7783132530120482 04/13/2022 13:43:49 - INFO - __main__ - val_fr_acc = 0.7714859437751004 04/13/2022 13:43:49 - INFO - __main__ - val_hi_acc = 0.6642570281124498 04/13/2022 13:43:49 - INFO - __main__ - val_ru_acc = 0.7204819277108434 04/13/2022 13:43:49 - INFO - __main__ - val_sw_acc = 0.6578313253012048 04/13/2022 13:43:49 - INFO - __main__ - val_th_acc = 0.6919678714859437 04/13/2022 13:43:49 - INFO - __main__ - val_tr_acc = 0.704417670682731 04/13/2022 13:43:49 - INFO - __main__ - val_ur_acc = 0.6273092369477912 04/13/2022 13:43:49 - INFO - __main__ - val_vi_acc = 0.721285140562249 04/13/2022 13:43:49 - INFO - __main__ - val_zh_acc = 0.7329317269076305 04/13/2022 13:43:49 - INFO - __main__ - val_avg_acc = 0.7246050870147257 04/13/2022 13:43:49 - INFO - __main__ - test_ar_acc = 0.7083832335329341 04/13/2022 13:43:49 - INFO - __main__ - test_bg_acc = 0.7532934131736527 04/13/2022 13:43:49 - INFO - __main__ - test_de_acc = 0.7562874251497006 04/13/2022 13:43:49 - INFO - __main__ - test_el_acc = 0.7385229540918163 04/13/2022 13:43:49 - INFO - __main__ - test_en_acc = 0.8493013972055888 04/13/2022 13:43:49 - INFO - __main__ - test_es_acc = 0.7778443113772455 04/13/2022 13:43:49 - INFO - __main__ - test_fr_acc = 0.7764471057884231 04/13/2022 13:43:49 - INFO - __main__ - test_hi_acc = 0.6558882235528942 04/13/2022 13:43:49 - INFO - __main__ - test_ru_acc = 0.725748502994012 04/13/2022 13:43:49 - INFO - __main__ - test_sw_acc = 0.6604790419161677 04/13/2022 13:43:49 - INFO - __main__ - test_th_acc = 0.6952095808383234 04/13/2022 13:43:49 - INFO - __main__ - test_tr_acc = 0.7007984031936128 04/13/2022 13:43:49 - INFO - __main__ - test_ur_acc = 0.6233532934131737 04/13/2022 13:43:49 - INFO - __main__ - test_vi_acc = 0.7217564870259481 04/13/2022 13:43:49 - INFO - __main__ - test_zh_acc = 0.7207584830339321 04/13/2022 13:43:49 - INFO - __main__ - test_avg_acc = 0.7242714570858284 04/13/2022 13:43:50 - INFO - utils - remove old ckpt: xnli_right_avg_new/ckpt/step-455000-test_avg_acc-0.7242714570858284-val_avg_acc-0.7246050870147257 04/13/2022 13:43:50 - INFO - __main__ - ********** Evaluating Done ********** 04/13/2022 13:43:55 - INFO - __main__ - global_steps 455050 loss: 0.07169880 04/13/2022 13:43:59 - INFO - __main__ - global_steps 455100 loss: 0.06534301 04/13/2022 13:44:04 - INFO - __main__ - global_steps 455150 loss: 0.08296425 04/13/2022 13:44:09 - INFO - __main__ - global_steps 455200 loss: 0.10311018 04/13/2022 13:44:14 - INFO - __main__ - global_steps 455250 loss: 0.08642241 04/13/2022 13:44:18 - INFO - __main__ - global_steps 455300 loss: 0.06151101 04/13/2022 13:44:23 - INFO - __main__ - global_steps 455350 loss: 0.09592090 04/13/2022 13:44:28 - INFO - __main__ - global_steps 455400 loss: 0.09027010 04/13/2022 13:44:32 - INFO - __main__ - global_steps 455450 loss: 0.07909792 04/13/2022 13:44:37 - INFO - __main__ - global_steps 455500 loss: 0.05639586 04/13/2022 13:44:42 - INFO - __main__ - global_steps 455550 loss: 0.07416032 04/13/2022 13:44:47 - INFO - __main__ - global_steps 455600 loss: 0.08975325 04/13/2022 13:44:51 - INFO - __main__ - global_steps 455650 loss: 0.07332039 04/13/2022 13:44:55 - INFO - __main__ - global_steps 455700 loss: 0.07283450 04/13/2022 13:45:00 - INFO - __main__ - global_steps 455750 loss: 0.08502404 04/13/2022 13:45:04 - INFO - __main__ - global_steps 455800 loss: 0.09695929 04/13/2022 13:45:09 - INFO - __main__ - global_steps 455850 loss: 0.05791652 04/13/2022 13:45:13 - INFO - __main__ - global_steps 455900 loss: 0.08324753 04/13/2022 13:45:18 - INFO - __main__ - global_steps 455950 loss: 0.11495127 04/13/2022 13:45:22 - INFO - __main__ - global_steps 456000 loss: 0.09621411 04/13/2022 13:45:27 - INFO - __main__ - global_steps 456050 loss: 0.06485376 04/13/2022 13:45:32 - INFO - __main__ - global_steps 456100 loss: 0.08484742 04/13/2022 13:45:36 - INFO - __main__ - global_steps 456150 loss: 0.07963363 04/13/2022 13:45:41 - INFO - __main__ - global_steps 456200 loss: 0.09961334 04/13/2022 13:45:45 - INFO - __main__ - global_steps 456250 loss: 0.07584646 04/13/2022 13:45:50 - INFO - __main__ - global_steps 456300 loss: 0.13627114 04/13/2022 13:45:54 - INFO - __main__ - global_steps 456350 loss: 0.07945689 04/13/2022 13:45:59 - INFO - __main__ - global_steps 456400 loss: 0.07515385 04/13/2022 13:46:04 - INFO - __main__ - global_steps 456450 loss: 0.09958188 04/13/2022 13:46:08 - INFO - __main__ - global_steps 456500 loss: 0.10081569 04/13/2022 13:46:13 - INFO - __main__ - global_steps 456550 loss: 0.09334692 04/13/2022 13:46:18 - INFO - __main__ - global_steps 456600 loss: 0.09091303 04/13/2022 13:46:22 - INFO - __main__ - global_steps 456650 loss: 0.13019379 04/13/2022 13:46:27 - INFO - __main__ - global_steps 456700 loss: 0.08741133 04/13/2022 13:46:31 - INFO - __main__ - global_steps 456750 loss: 0.07229861 04/13/2022 13:46:36 - INFO - __main__ - global_steps 456800 loss: 0.10494628 04/13/2022 13:46:41 - INFO - __main__ - global_steps 456850 loss: 0.12278603 04/13/2022 13:46:45 - INFO - __main__ - global_steps 456900 loss: 0.08624978 04/13/2022 13:46:50 - INFO - __main__ - global_steps 456950 loss: 0.09596624 04/13/2022 13:46:54 - INFO - __main__ - global_steps 457000 loss: 0.11192390 04/13/2022 13:46:59 - INFO - __main__ - global_steps 457050 loss: 0.07992041 04/13/2022 13:47:04 - INFO - __main__ - global_steps 457100 loss: 0.12164439 04/13/2022 13:47:08 - INFO - __main__ - global_steps 457150 loss: 0.05362751 04/13/2022 13:47:13 - INFO - __main__ - global_steps 457200 loss: 0.08461127 04/13/2022 13:47:17 - INFO - __main__ - global_steps 457250 loss: 0.06584999 04/13/2022 13:47:22 - INFO - __main__ - global_steps 457300 loss: 0.17052630 04/13/2022 13:47:27 - INFO - __main__ - global_steps 457350 loss: 0.12699902 04/13/2022 13:47:31 - INFO - __main__ - global_steps 457400 loss: 0.07043754 04/13/2022 13:47:36 - INFO - __main__ - global_steps 457450 loss: 0.08888900 04/13/2022 13:47:41 - INFO - __main__ - global_steps 457500 loss: 0.08522639 04/13/2022 13:47:41 - INFO - __main__ - ********** Running evaluating ********** 04/13/2022 13:47:45 - INFO - __main__ - ########## val_ar_acc 0.6923694779116466 ########## 04/13/2022 13:47:49 - INFO - __main__ - ########## val_bg_acc 0.7333333333333333 ########## 04/13/2022 13:47:54 - INFO - __main__ - ########## val_de_acc 0.751004016064257 ########## 04/13/2022 13:47:58 - INFO - __main__ - ########## val_el_acc 0.742570281124498 ########## 04/13/2022 13:48:03 - INFO - __main__ - ########## val_en_acc 0.8429718875502008 ########## 04/13/2022 13:48:07 - INFO - __main__ - ########## val_es_acc 0.7795180722891566 ########## 04/13/2022 13:48:12 - INFO - __main__ - ########## val_fr_acc 0.7670682730923695 ########## 04/13/2022 13:48:16 - INFO - __main__ - ########## val_hi_acc 0.6586345381526104 ########## 04/13/2022 13:48:21 - INFO - __main__ - ########## val_ru_acc 0.7120481927710843 ########## 04/13/2022 13:48:25 - INFO - __main__ - ########## val_sw_acc 0.6485943775100401 ########## 04/13/2022 13:48:29 - INFO - __main__ - ########## val_th_acc 0.6763052208835342 ########## 04/13/2022 13:48:33 - INFO - __main__ - ########## val_tr_acc 0.6919678714859437 ########## 04/13/2022 13:48:37 - INFO - __main__ - ########## val_ur_acc 0.6184738955823293 ########## 04/13/2022 13:48:41 - INFO - __main__ - ########## val_vi_acc 0.7120481927710843 ########## 04/13/2022 13:48:46 - INFO - __main__ - ########## val_zh_acc 0.7228915662650602 ########## 04/13/2022 13:48:54 - INFO - __main__ - ########## test_ar_acc 0.7029940119760479 ########## 04/13/2022 13:49:03 - INFO - __main__ - ########## test_bg_acc 0.7457085828343314 ########## 04/13/2022 13:49:12 - INFO - __main__ - ########## test_de_acc 0.7506986027944111 ########## 04/13/2022 13:49:22 - INFO - __main__ - ########## test_el_acc 0.7321357285429142 ########## 04/13/2022 13:49:31 - INFO - __main__ - ########## test_en_acc 0.844311377245509 ########## 04/13/2022 13:49:40 - INFO - __main__ - ########## test_es_acc 0.7730538922155689 ########## 04/13/2022 13:49:49 - INFO - __main__ - ########## test_fr_acc 0.7684630738522954 ########## 04/13/2022 13:49:59 - INFO - __main__ - ########## test_hi_acc 0.6473053892215569 ########## 04/13/2022 13:50:08 - INFO - __main__ - ########## test_ru_acc 0.7215568862275449 ########## 04/13/2022 13:50:17 - INFO - __main__ - ########## test_sw_acc 0.6548902195608782 ########## 04/13/2022 13:50:25 - INFO - __main__ - ########## test_th_acc 0.6758483033932136 ########## 04/13/2022 13:50:34 - INFO - __main__ - ########## test_tr_acc 0.6924151696606786 ########## 04/13/2022 13:50:43 - INFO - __main__ - ########## test_ur_acc 0.6203592814371257 ########## 04/13/2022 13:50:52 - INFO - __main__ - ########## test_vi_acc 0.7095808383233533 ########## 04/13/2022 13:51:01 - INFO - __main__ - ########## test_zh_acc 0.7159680638722555 ########## 04/13/2022 13:51:01 - INFO - __main__ - val_ar_acc = 0.6923694779116466 04/13/2022 13:51:01 - INFO - __main__ - val_bg_acc = 0.7333333333333333 04/13/2022 13:51:01 - INFO - __main__ - val_de_acc = 0.751004016064257 04/13/2022 13:51:01 - INFO - __main__ - val_el_acc = 0.742570281124498 04/13/2022 13:51:01 - INFO - __main__ - val_en_acc = 0.8429718875502008 04/13/2022 13:51:01 - INFO - __main__ - val_es_acc = 0.7795180722891566 04/13/2022 13:51:01 - INFO - __main__ - val_fr_acc = 0.7670682730923695 04/13/2022 13:51:01 - INFO - __main__ - val_hi_acc = 0.6586345381526104 04/13/2022 13:51:01 - INFO - __main__ - val_ru_acc = 0.7120481927710843 04/13/2022 13:51:01 - INFO - __main__ - val_sw_acc = 0.6485943775100401 04/13/2022 13:51:01 - INFO - __main__ - val_th_acc = 0.6763052208835342 04/13/2022 13:51:01 - INFO - __main__ - val_tr_acc = 0.6919678714859437 04/13/2022 13:51:01 - INFO - __main__ - val_ur_acc = 0.6184738955823293 04/13/2022 13:51:01 - INFO - __main__ - val_vi_acc = 0.7120481927710843 04/13/2022 13:51:01 - INFO - __main__ - val_zh_acc = 0.7228915662650602 04/13/2022 13:51:01 - INFO - __main__ - val_avg_acc = 0.7166532797858098 04/13/2022 13:51:01 - INFO - __main__ - test_ar_acc = 0.7029940119760479 04/13/2022 13:51:01 - INFO - __main__ - test_bg_acc = 0.7457085828343314 04/13/2022 13:51:01 - INFO - __main__ - test_de_acc = 0.7506986027944111 04/13/2022 13:51:01 - INFO - __main__ - test_el_acc = 0.7321357285429142 04/13/2022 13:51:01 - INFO - __main__ - test_en_acc = 0.844311377245509 04/13/2022 13:51:01 - INFO - __main__ - test_es_acc = 0.7730538922155689 04/13/2022 13:51:01 - INFO - __main__ - test_fr_acc = 0.7684630738522954 04/13/2022 13:51:01 - INFO - __main__ - test_hi_acc = 0.6473053892215569 04/13/2022 13:51:01 - INFO - __main__ - test_ru_acc = 0.7215568862275449 04/13/2022 13:51:01 - INFO - __main__ - test_sw_acc = 0.6548902195608782 04/13/2022 13:51:01 - INFO - __main__ - test_th_acc = 0.6758483033932136 04/13/2022 13:51:01 - INFO - __main__ - test_tr_acc = 0.6924151696606786 04/13/2022 13:51:01 - INFO - __main__ - test_ur_acc = 0.6203592814371257 04/13/2022 13:51:01 - INFO - __main__ - test_vi_acc = 0.7095808383233533 04/13/2022 13:51:01 - INFO - __main__ - test_zh_acc = 0.7159680638722555 04/13/2022 13:51:01 - INFO - __main__ - test_avg_acc = 0.7170192947438456 04/13/2022 13:51:02 - INFO - utils - remove old ckpt: xnli_right_avg_new/ckpt/step-457500-test_avg_acc-0.7170192947438456-val_avg_acc-0.7166532797858098 04/13/2022 13:51:02 - INFO - __main__ - ********** Evaluating Done ********** 04/13/2022 13:51:07 - INFO - __main__ - global_steps 457550 loss: 0.09250471 04/13/2022 13:51:11 - INFO - __main__ - global_steps 457600 loss: 0.09517601 04/13/2022 13:51:16 - INFO - __main__ - global_steps 457650 loss: 0.11325890 04/13/2022 13:51:20 - INFO - __main__ - global_steps 457700 loss: 0.10316410 04/13/2022 13:51:25 - INFO - __main__ - global_steps 457750 loss: 0.04738413 04/13/2022 13:51:30 - INFO - __main__ - global_steps 457800 loss: 0.08858719 04/13/2022 13:51:34 - INFO - __main__ - global_steps 457850 loss: 0.05527250 04/13/2022 13:51:38 - INFO - __main__ - global_steps 457900 loss: 0.09741543 04/13/2022 13:51:43 - INFO - __main__ - global_steps 457950 loss: 0.06128754 04/13/2022 13:51:48 - INFO - __main__ - global_steps 458000 loss: 0.09113825 04/13/2022 13:51:52 - INFO - __main__ - global_steps 458050 loss: 0.09481173 04/13/2022 13:51:57 - INFO - __main__ - global_steps 458100 loss: 0.10531766 04/13/2022 13:52:02 - INFO - __main__ - global_steps 458150 loss: 0.08747319 04/13/2022 13:52:06 - INFO - __main__ - global_steps 458200 loss: 0.07272335 04/13/2022 13:52:11 - INFO - __main__ - global_steps 458250 loss: 0.07305478 04/13/2022 13:52:15 - INFO - __main__ - global_steps 458300 loss: 0.08071026 04/13/2022 13:52:20 - INFO - __main__ - global_steps 458350 loss: 0.12459296 04/13/2022 13:52:25 - INFO - __main__ - global_steps 458400 loss: 0.07089652 04/13/2022 13:52:29 - INFO - __main__ - global_steps 458450 loss: 0.09262671 04/13/2022 13:52:33 - INFO - __main__ - global_steps 458500 loss: 0.09065262 04/13/2022 13:52:38 - INFO - __main__ - global_steps 458550 loss: 0.07344861 04/13/2022 13:52:42 - INFO - __main__ - global_steps 458600 loss: 0.07039205 04/13/2022 13:52:47 - INFO - __main__ - global_steps 458650 loss: 0.09419983 04/13/2022 13:52:52 - INFO - __main__ - global_steps 458700 loss: 0.11724220 04/13/2022 13:52:56 - INFO - __main__ - global_steps 458750 loss: 0.05625872 04/13/2022 13:53:01 - INFO - __main__ - global_steps 458800 loss: 0.06395242 04/13/2022 13:53:05 - INFO - __main__ - global_steps 458850 loss: 0.06679040 04/13/2022 13:53:10 - INFO - __main__ - global_steps 458900 loss: 0.14418129 04/13/2022 13:53:15 - INFO - __main__ - global_steps 458950 loss: 0.09631063 04/13/2022 13:53:19 - INFO - __main__ - global_steps 459000 loss: 0.09710609 04/13/2022 13:53:23 - INFO - __main__ - global_steps 459050 loss: 0.06090985 04/13/2022 13:53:28 - INFO - __main__ - global_steps 459100 loss: 0.08228121 04/13/2022 13:53:32 - INFO - __main__ - global_steps 459150 loss: 0.13371366 04/13/2022 13:53:37 - INFO - __main__ - global_steps 459200 loss: 0.08609774 04/13/2022 13:53:42 - INFO - __main__ - global_steps 459250 loss: 0.11715336 04/13/2022 13:53:46 - INFO - __main__ - global_steps 459300 loss: 0.09070569 04/13/2022 13:53:50 - INFO - __main__ - global_steps 459350 loss: 0.07263336 04/13/2022 13:53:55 - INFO - __main__ - global_steps 459400 loss: 0.08755200 04/13/2022 13:53:59 - INFO - __main__ - global_steps 459450 loss: 0.10476091 04/13/2022 13:54:04 - INFO - __main__ - global_steps 459500 loss: 0.10760599 04/13/2022 13:54:08 - INFO - __main__ - global_steps 459550 loss: 0.09960038 04/13/2022 13:54:13 - INFO - __main__ - global_steps 459600 loss: 0.08509657 04/13/2022 13:54:17 - INFO - __main__ - global_steps 459650 loss: 0.10175675 04/13/2022 13:54:22 - INFO - __main__ - global_steps 459700 loss: 0.08110003 04/13/2022 13:54:27 - INFO - __main__ - global_steps 459750 loss: 0.02792770 04/13/2022 13:54:31 - INFO - __main__ - global_steps 459800 loss: 0.05926739 04/13/2022 13:54:36 - INFO - __main__ - global_steps 459850 loss: 0.05491700 04/13/2022 13:54:40 - INFO - __main__ - global_steps 459900 loss: 0.11545130 04/13/2022 13:54:45 - INFO - __main__ - global_steps 459950 loss: 0.09018375 04/13/2022 13:54:49 - INFO - __main__ - global_steps 460000 loss: 0.08854256 04/13/2022 13:54:49 - INFO - __main__ - ********** Running evaluating ********** 04/13/2022 13:54:53 - INFO - __main__ - ########## val_ar_acc 0.6939759036144578 ########## 04/13/2022 13:54:58 - INFO - __main__ - ########## val_bg_acc 0.7365461847389558 ########## 04/13/2022 13:55:02 - INFO - __main__ - ########## val_de_acc 0.7453815261044177 ########## 04/13/2022 13:55:07 - INFO - __main__ - ########## val_el_acc 0.7357429718875502 ########## 04/13/2022 13:55:11 - INFO - __main__ - ########## val_en_acc 0.8417670682730923 ########## 04/13/2022 13:55:15 - INFO - __main__ - ########## val_es_acc 0.7738955823293173 ########## 04/13/2022 13:55:20 - INFO - __main__ - ########## val_fr_acc 0.763855421686747 ########## 04/13/2022 13:55:25 - INFO - __main__ - ########## val_hi_acc 0.6598393574297189 ########## 04/13/2022 13:55:29 - INFO - __main__ - ########## val_ru_acc 0.7208835341365462 ########## 04/13/2022 13:55:34 - INFO - __main__ - ########## val_sw_acc 0.6558232931726907 ########## 04/13/2022 13:55:38 - INFO - __main__ - ########## val_th_acc 0.6807228915662651 ########## 04/13/2022 13:55:42 - INFO - __main__ - ########## val_tr_acc 0.6983935742971887 ########## 04/13/2022 13:55:47 - INFO - __main__ - ########## val_ur_acc 0.6164658634538153 ########## 04/13/2022 13:55:51 - INFO - __main__ - ########## val_vi_acc 0.7156626506024096 ########## 04/13/2022 13:55:56 - INFO - __main__ - ########## val_zh_acc 0.7289156626506024 ########## 04/13/2022 13:56:05 - INFO - __main__ - ########## test_ar_acc 0.7049900199600798 ########## 04/13/2022 13:56:14 - INFO - __main__ - ########## test_bg_acc 0.7471057884231537 ########## 04/13/2022 13:56:23 - INFO - __main__ - ########## test_de_acc 0.7522954091816367 ########## 04/13/2022 13:56:31 - INFO - __main__ - ########## test_el_acc 0.7247504990019961 ########## 04/13/2022 13:56:40 - INFO - __main__ - ########## test_en_acc 0.8441117764471058 ########## 04/13/2022 13:56:48 - INFO - __main__ - ########## test_es_acc 0.7764471057884231 ########## 04/13/2022 13:56:57 - INFO - __main__ - ########## test_fr_acc 0.7734530938123753 ########## 04/13/2022 13:57:07 - INFO - __main__ - ########## test_hi_acc 0.6538922155688622 ########## 04/13/2022 13:57:16 - INFO - __main__ - ########## test_ru_acc 0.7279441117764471 ########## 04/13/2022 13:57:24 - INFO - __main__ - ########## test_sw_acc 0.6574850299401198 ########## 04/13/2022 13:57:33 - INFO - __main__ - ########## test_th_acc 0.6786427145708582 ########## 04/13/2022 13:57:42 - INFO - __main__ - ########## test_tr_acc 0.6916167664670658 ########## 04/13/2022 13:57:51 - INFO - __main__ - ########## test_ur_acc 0.6213572854291417 ########## 04/13/2022 13:58:00 - INFO - __main__ - ########## test_vi_acc 0.7163672654690619 ########## 04/13/2022 13:58:09 - INFO - __main__ - ########## test_zh_acc 0.7181636726546906 ########## 04/13/2022 13:58:09 - INFO - __main__ - val_ar_acc = 0.6939759036144578 04/13/2022 13:58:09 - INFO - __main__ - val_bg_acc = 0.7365461847389558 04/13/2022 13:58:09 - INFO - __main__ - val_de_acc = 0.7453815261044177 04/13/2022 13:58:09 - INFO - __main__ - val_el_acc = 0.7357429718875502 04/13/2022 13:58:09 - INFO - __main__ - val_en_acc = 0.8417670682730923 04/13/2022 13:58:09 - INFO - __main__ - val_es_acc = 0.7738955823293173 04/13/2022 13:58:09 - INFO - __main__ - val_fr_acc = 0.763855421686747 04/13/2022 13:58:09 - INFO - __main__ - val_hi_acc = 0.6598393574297189 04/13/2022 13:58:09 - INFO - __main__ - val_ru_acc = 0.7208835341365462 04/13/2022 13:58:09 - INFO - __main__ - val_sw_acc = 0.6558232931726907 04/13/2022 13:58:09 - INFO - __main__ - val_th_acc = 0.6807228915662651 04/13/2022 13:58:09 - INFO - __main__ - val_tr_acc = 0.6983935742971887 04/13/2022 13:58:09 - INFO - __main__ - val_ur_acc = 0.6164658634538153 04/13/2022 13:58:09 - INFO - __main__ - val_vi_acc = 0.7156626506024096 04/13/2022 13:58:09 - INFO - __main__ - val_zh_acc = 0.7289156626506024 04/13/2022 13:58:09 - INFO - __main__ - val_avg_acc = 0.7178580990629182 04/13/2022 13:58:09 - INFO - __main__ - test_ar_acc = 0.7049900199600798 04/13/2022 13:58:09 - INFO - __main__ - test_bg_acc = 0.7471057884231537 04/13/2022 13:58:09 - INFO - __main__ - test_de_acc = 0.7522954091816367 04/13/2022 13:58:09 - INFO - __main__ - test_el_acc = 0.7247504990019961 04/13/2022 13:58:09 - INFO - __main__ - test_en_acc = 0.8441117764471058 04/13/2022 13:58:09 - INFO - __main__ - test_es_acc = 0.7764471057884231 04/13/2022 13:58:09 - INFO - __main__ - test_fr_acc = 0.7734530938123753 04/13/2022 13:58:09 - INFO - __main__ - test_hi_acc = 0.6538922155688622 04/13/2022 13:58:09 - INFO - __main__ - test_ru_acc = 0.7279441117764471 04/13/2022 13:58:09 - INFO - __main__ - test_sw_acc = 0.6574850299401198 04/13/2022 13:58:09 - INFO - __main__ - test_th_acc = 0.6786427145708582 04/13/2022 13:58:09 - INFO - __main__ - test_tr_acc = 0.6916167664670658 04/13/2022 13:58:09 - INFO - __main__ - test_ur_acc = 0.6213572854291417 04/13/2022 13:58:09 - INFO - __main__ - test_vi_acc = 0.7163672654690619 04/13/2022 13:58:09 - INFO - __main__ - test_zh_acc = 0.7181636726546906 04/13/2022 13:58:09 - INFO - __main__ - test_avg_acc = 0.7192415169660679 04/13/2022 13:58:10 - INFO - utils - remove old ckpt: xnli_right_avg_new/ckpt/step-460000-test_avg_acc-0.7192415169660679-val_avg_acc-0.7178580990629182 04/13/2022 13:58:10 - INFO - __main__ - ********** Evaluating Done ********** 04/13/2022 13:58:15 - INFO - __main__ - global_steps 460050 loss: 0.09921931 04/13/2022 13:58:20 - INFO - __main__ - global_steps 460100 loss: 0.08333012 04/13/2022 13:58:24 - INFO - __main__ - global_steps 460150 loss: 0.08989798 04/13/2022 13:58:29 - INFO - __main__ - global_steps 460200 loss: 0.08527534 04/13/2022 13:58:34 - INFO - __main__ - global_steps 460250 loss: 0.05645526 04/13/2022 13:58:38 - INFO - __main__ - global_steps 460300 loss: 0.06096065 04/13/2022 13:58:42 - INFO - __main__ - global_steps 460350 loss: 0.09293895 04/13/2022 13:58:47 - INFO - __main__ - global_steps 460400 loss: 0.07680589 04/13/2022 13:58:51 - INFO - __main__ - global_steps 460450 loss: 0.08004752 04/13/2022 13:58:55 - INFO - __main__ - global_steps 460500 loss: 0.05212910 04/13/2022 13:59:00 - INFO - __main__ - global_steps 460550 loss: 0.07969948 04/13/2022 13:59:04 - INFO - __main__ - global_steps 460600 loss: 0.09404165 04/13/2022 13:59:09 - INFO - __main__ - global_steps 460650 loss: 0.11334136 04/13/2022 13:59:13 - INFO - __main__ - global_steps 460700 loss: 0.07704193 04/13/2022 13:59:18 - INFO - __main__ - global_steps 460750 loss: 0.06569057 04/13/2022 13:59:23 - INFO - __main__ - global_steps 460800 loss: 0.07389291 04/13/2022 13:59:27 - INFO - __main__ - global_steps 460850 loss: 0.08099014 04/13/2022 13:59:32 - INFO - __main__ - global_steps 460900 loss: 0.08196517 04/13/2022 13:59:36 - INFO - __main__ - global_steps 460950 loss: 0.12320835 04/13/2022 13:59:41 - INFO - __main__ - global_steps 461000 loss: 0.09490456 04/13/2022 13:59:46 - INFO - __main__ - global_steps 461050 loss: 0.07904401 04/13/2022 13:59:50 - INFO - __main__ - global_steps 461100 loss: 0.13232062 04/13/2022 13:59:55 - INFO - __main__ - global_steps 461150 loss: 0.10472378 04/13/2022 13:59:59 - INFO - __main__ - global_steps 461200 loss: 0.06946531 04/13/2022 14:00:04 - INFO - __main__ - global_steps 461250 loss: 0.09152574 04/13/2022 14:00:08 - INFO - __main__ - global_steps 461300 loss: 0.05568830 04/13/2022 14:00:13 - INFO - __main__ - global_steps 461350 loss: 0.12086119 04/13/2022 14:00:18 - INFO - __main__ - global_steps 461400 loss: 0.09795760 04/13/2022 14:00:22 - INFO - __main__ - global_steps 461450 loss: 0.08732930 04/13/2022 14:00:27 - INFO - __main__ - global_steps 461500 loss: 0.11594068 04/13/2022 14:00:32 - INFO - __main__ - global_steps 461550 loss: 0.09597902 04/13/2022 14:00:37 - INFO - __main__ - global_steps 461600 loss: 0.07152000 04/13/2022 14:00:41 - INFO - __main__ - global_steps 461650 loss: 0.11538363 04/13/2022 14:00:46 - INFO - __main__ - global_steps 461700 loss: 0.06110859 04/13/2022 14:00:51 - INFO - __main__ - global_steps 461750 loss: 0.08443711 04/13/2022 14:00:56 - INFO - __main__ - global_steps 461800 loss: 0.09896345 04/13/2022 14:01:00 - INFO - __main__ - global_steps 461850 loss: 0.09638620 04/13/2022 14:01:05 - INFO - __main__ - global_steps 461900 loss: 0.06156882 04/13/2022 14:01:10 - INFO - __main__ - global_steps 461950 loss: 0.09446538 04/13/2022 14:01:15 - INFO - __main__ - global_steps 462000 loss: 0.08769322 04/13/2022 14:01:20 - INFO - __main__ - global_steps 462050 loss: 0.06798599 04/13/2022 14:01:25 - INFO - __main__ - global_steps 462100 loss: 0.10634739 04/13/2022 14:01:30 - INFO - __main__ - global_steps 462150 loss: 0.08139359 04/13/2022 14:01:34 - INFO - __main__ - global_steps 462200 loss: 0.08073613 04/13/2022 14:01:39 - INFO - __main__ - global_steps 462250 loss: 0.06580057 04/13/2022 14:01:44 - INFO - __main__ - global_steps 462300 loss: 0.08764247 04/13/2022 14:01:49 - INFO - __main__ - global_steps 462350 loss: 0.06799610 04/13/2022 14:01:54 - INFO - __main__ - global_steps 462400 loss: 0.10146672 04/13/2022 14:01:59 - INFO - __main__ - global_steps 462450 loss: 0.11293637 04/13/2022 14:02:03 - INFO - __main__ - global_steps 462500 loss: 0.08190677 04/13/2022 14:02:03 - INFO - __main__ - ********** Running evaluating ********** 04/13/2022 14:02:08 - INFO - __main__ - ########## val_ar_acc 0.7 ########## 04/13/2022 14:02:13 - INFO - __main__ - ########## val_bg_acc 0.7409638554216867 ########## 04/13/2022 14:02:17 - INFO - __main__ - ########## val_de_acc 0.757429718875502 ########## 04/13/2022 14:02:22 - INFO - __main__ - ########## val_el_acc 0.7481927710843373 ########## 04/13/2022 14:02:26 - INFO - __main__ - ########## val_en_acc 0.8497991967871485 ########## 04/13/2022 14:02:31 - INFO - __main__ - ########## val_es_acc 0.7879518072289157 ########## 04/13/2022 14:02:35 - INFO - __main__ - ########## val_fr_acc 0.7759036144578313 ########## 04/13/2022 14:02:40 - INFO - __main__ - ########## val_hi_acc 0.6726907630522089 ########## 04/13/2022 14:02:45 - INFO - __main__ - ########## val_ru_acc 0.7313253012048193 ########## 04/13/2022 14:02:49 - INFO - __main__ - ########## val_sw_acc 0.6602409638554216 ########## 04/13/2022 14:02:54 - INFO - __main__ - ########## val_th_acc 0.6991967871485943 ########## 04/13/2022 14:02:58 - INFO - __main__ - ########## val_tr_acc 0.697991967871486 ########## 04/13/2022 14:03:03 - INFO - __main__ - ########## val_ur_acc 0.6309236947791165 ########## 04/13/2022 14:03:07 - INFO - __main__ - ########## val_vi_acc 0.7349397590361446 ########## 04/13/2022 14:03:12 - INFO - __main__ - ########## val_zh_acc 0.736144578313253 ########## 04/13/2022 14:03:21 - INFO - __main__ - ########## test_ar_acc 0.7075848303393214 ########## 04/13/2022 14:03:30 - INFO - __main__ - ########## test_bg_acc 0.7483033932135729 ########## 04/13/2022 14:03:40 - INFO - __main__ - ########## test_de_acc 0.7584830339321357 ########## 04/13/2022 14:03:49 - INFO - __main__ - ########## test_el_acc 0.7373253493013973 ########## 04/13/2022 14:03:58 - INFO - __main__ - ########## test_en_acc 0.8459081836327346 ########## 04/13/2022 14:04:07 - INFO - __main__ - ########## test_es_acc 0.7818363273453094 ########## 04/13/2022 14:04:16 - INFO - __main__ - ########## test_fr_acc 0.7744510978043913 ########## 04/13/2022 14:04:26 - INFO - __main__ - ########## test_hi_acc 0.6560878243512974 ########## 04/13/2022 14:04:35 - INFO - __main__ - ########## test_ru_acc 0.7327345309381238 ########## 04/13/2022 14:04:44 - INFO - __main__ - ########## test_sw_acc 0.6606786427145709 ########## 04/13/2022 14:04:53 - INFO - __main__ - ########## test_th_acc 0.6982035928143713 ########## 04/13/2022 14:05:02 - INFO - __main__ - ########## test_tr_acc 0.6982035928143713 ########## 04/13/2022 14:05:11 - INFO - __main__ - ########## test_ur_acc 0.6283433133732534 ########## 04/13/2022 14:05:20 - INFO - __main__ - ########## test_vi_acc 0.7293413173652694 ########## 04/13/2022 14:05:29 - INFO - __main__ - ########## test_zh_acc 0.719560878243513 ########## 04/13/2022 14:05:29 - INFO - __main__ - val_ar_acc = 0.7 04/13/2022 14:05:29 - INFO - __main__ - val_bg_acc = 0.7409638554216867 04/13/2022 14:05:29 - INFO - __main__ - val_de_acc = 0.757429718875502 04/13/2022 14:05:29 - INFO - __main__ - val_el_acc = 0.7481927710843373 04/13/2022 14:05:29 - INFO - __main__ - val_en_acc = 0.8497991967871485 04/13/2022 14:05:29 - INFO - __main__ - val_es_acc = 0.7879518072289157 04/13/2022 14:05:29 - INFO - __main__ - val_fr_acc = 0.7759036144578313 04/13/2022 14:05:29 - INFO - __main__ - val_hi_acc = 0.6726907630522089 04/13/2022 14:05:29 - INFO - __main__ - val_ru_acc = 0.7313253012048193 04/13/2022 14:05:29 - INFO - __main__ - val_sw_acc = 0.6602409638554216 04/13/2022 14:05:29 - INFO - __main__ - val_th_acc = 0.6991967871485943 04/13/2022 14:05:29 - INFO - __main__ - val_tr_acc = 0.697991967871486 04/13/2022 14:05:29 - INFO - __main__ - val_ur_acc = 0.6309236947791165 04/13/2022 14:05:29 - INFO - __main__ - val_vi_acc = 0.7349397590361446 04/13/2022 14:05:29 - INFO - __main__ - val_zh_acc = 0.736144578313253 04/13/2022 14:05:29 - INFO - __main__ - val_avg_acc = 0.7282463186077645 04/13/2022 14:05:29 - INFO - __main__ - test_ar_acc = 0.7075848303393214 04/13/2022 14:05:29 - INFO - __main__ - test_bg_acc = 0.7483033932135729 04/13/2022 14:05:29 - INFO - __main__ - test_de_acc = 0.7584830339321357 04/13/2022 14:05:29 - INFO - __main__ - test_el_acc = 0.7373253493013973 04/13/2022 14:05:29 - INFO - __main__ - test_en_acc = 0.8459081836327346 04/13/2022 14:05:29 - INFO - __main__ - test_es_acc = 0.7818363273453094 04/13/2022 14:05:29 - INFO - __main__ - test_fr_acc = 0.7744510978043913 04/13/2022 14:05:29 - INFO - __main__ - test_hi_acc = 0.6560878243512974 04/13/2022 14:05:29 - INFO - __main__ - test_ru_acc = 0.7327345309381238 04/13/2022 14:05:29 - INFO - __main__ - test_sw_acc = 0.6606786427145709 04/13/2022 14:05:29 - INFO - __main__ - test_th_acc = 0.6982035928143713 04/13/2022 14:05:29 - INFO - __main__ - test_tr_acc = 0.6982035928143713 04/13/2022 14:05:29 - INFO - __main__ - test_ur_acc = 0.6283433133732534 04/13/2022 14:05:29 - INFO - __main__ - test_vi_acc = 0.7293413173652694 04/13/2022 14:05:29 - INFO - __main__ - test_zh_acc = 0.719560878243513 04/13/2022 14:05:29 - INFO - __main__ - test_avg_acc = 0.7251363938789089 04/13/2022 14:05:30 - INFO - utils - remove old ckpt: xnli_right_avg_new/ckpt/step-462500-test_avg_acc-0.7251363938789089-val_avg_acc-0.7282463186077645 04/13/2022 14:05:30 - INFO - __main__ - ********** Evaluating Done ********** 04/13/2022 14:05:35 - INFO - __main__ - global_steps 462550 loss: 0.14306786 04/13/2022 14:05:39 - INFO - __main__ - global_steps 462600 loss: 0.07711608 04/13/2022 14:05:43 - INFO - __main__ - global_steps 462650 loss: 0.05245043 04/13/2022 14:05:48 - INFO - __main__ - global_steps 462700 loss: 0.08566166 04/13/2022 14:05:52 - INFO - __main__ - global_steps 462750 loss: 0.09873908 04/13/2022 14:05:57 - INFO - __main__ - global_steps 462800 loss: 0.08106912 04/13/2022 14:06:02 - INFO - __main__ - global_steps 462850 loss: 0.07455430 04/13/2022 14:06:06 - INFO - __main__ - global_steps 462900 loss: 0.07931296 04/13/2022 14:06:11 - INFO - __main__ - global_steps 462950 loss: 0.07346384 04/13/2022 14:06:16 - INFO - __main__ - global_steps 463000 loss: 0.11995045 04/13/2022 14:06:20 - INFO - __main__ - global_steps 463050 loss: 0.07838696 04/13/2022 14:06:25 - INFO - __main__ - global_steps 463100 loss: 0.18686663 04/13/2022 14:06:29 - INFO - __main__ - global_steps 463150 loss: 0.10767187 04/13/2022 14:06:34 - INFO - __main__ - global_steps 463200 loss: 0.10851302 04/13/2022 14:06:39 - INFO - __main__ - global_steps 463250 loss: 0.09519525 04/13/2022 14:06:44 - INFO - __main__ - global_steps 463300 loss: 0.11340076 04/13/2022 14:06:48 - INFO - __main__ - global_steps 463350 loss: 0.05974377 04/13/2022 14:06:53 - INFO - __main__ - global_steps 463400 loss: 0.08250942 04/13/2022 14:06:57 - INFO - __main__ - global_steps 463450 loss: 0.07365184 04/13/2022 14:07:02 - INFO - __main__ - global_steps 463500 loss: 0.07630483 04/13/2022 14:07:07 - INFO - __main__ - global_steps 463550 loss: 0.08029781 04/13/2022 14:07:11 - INFO - __main__ - global_steps 463600 loss: 0.11526478 04/13/2022 14:07:16 - INFO - __main__ - global_steps 463650 loss: 0.10942495 04/13/2022 14:07:21 - INFO - __main__ - global_steps 463700 loss: 0.10061981 04/13/2022 14:07:26 - INFO - __main__ - global_steps 463750 loss: 0.09713602 04/13/2022 14:07:30 - INFO - __main__ - global_steps 463800 loss: 0.06336829 04/13/2022 14:07:35 - INFO - __main__ - global_steps 463850 loss: 0.06492507 04/13/2022 14:07:40 - INFO - __main__ - global_steps 463900 loss: 0.07192934 04/13/2022 14:07:44 - INFO - __main__ - global_steps 463950 loss: 0.05614625 04/13/2022 14:07:49 - INFO - __main__ - global_steps 464000 loss: 0.10655147 04/13/2022 14:07:53 - INFO - __main__ - global_steps 464050 loss: 0.07711335 04/13/2022 14:07:57 - INFO - __main__ - global_steps 464100 loss: 0.06843671 04/13/2022 14:08:02 - INFO - __main__ - global_steps 464150 loss: 0.10223406 04/13/2022 14:08:06 - INFO - __main__ - global_steps 464200 loss: 0.08787697 04/13/2022 14:08:10 - INFO - __main__ - global_steps 464250 loss: 0.11854996 04/13/2022 14:08:15 - INFO - __main__ - global_steps 464300 loss: 0.08682271 04/13/2022 14:08:19 - INFO - __main__ - global_steps 464350 loss: 0.06328099 04/13/2022 14:08:24 - INFO - __main__ - global_steps 464400 loss: 0.08039739 04/13/2022 14:08:28 - INFO - __main__ - global_steps 464450 loss: 0.06404541 04/13/2022 14:08:33 - INFO - __main__ - global_steps 464500 loss: 0.08042519 04/13/2022 14:08:37 - INFO - __main__ - global_steps 464550 loss: 0.14608325 04/13/2022 14:08:42 - INFO - __main__ - global_steps 464600 loss: 0.09566978 04/13/2022 14:08:47 - INFO - __main__ - global_steps 464650 loss: 0.05769558 04/13/2022 14:08:51 - INFO - __main__ - global_steps 464700 loss: 0.10739940 04/13/2022 14:08:56 - INFO - __main__ - global_steps 464750 loss: 0.09629228 04/13/2022 14:09:01 - INFO - __main__ - global_steps 464800 loss: 0.06210720 04/13/2022 14:09:05 - INFO - __main__ - global_steps 464850 loss: 0.07460866 04/13/2022 14:09:10 - INFO - __main__ - global_steps 464900 loss: 0.08551337 04/13/2022 14:09:14 - INFO - __main__ - global_steps 464950 loss: 0.04516597 04/13/2022 14:09:19 - INFO - __main__ - global_steps 465000 loss: 0.14863811 04/13/2022 14:09:19 - INFO - __main__ - ********** Running evaluating ********** 04/13/2022 14:09:23 - INFO - __main__ - ########## val_ar_acc 0.6927710843373494 ########## 04/13/2022 14:09:28 - INFO - __main__ - ########## val_bg_acc 0.7309236947791165 ########## 04/13/2022 14:09:32 - INFO - __main__ - ########## val_de_acc 0.7429718875502008 ########## 04/13/2022 14:09:37 - INFO - __main__ - ########## val_el_acc 0.7345381526104418 ########## 04/13/2022 14:09:41 - INFO - __main__ - ########## val_en_acc 0.8385542168674699 ########## 04/13/2022 14:09:46 - INFO - __main__ - ########## val_es_acc 0.772289156626506 ########## 04/13/2022 14:09:50 - INFO - __main__ - ########## val_fr_acc 0.7626506024096386 ########## 04/13/2022 14:09:55 - INFO - __main__ - ########## val_hi_acc 0.6534136546184739 ########## 04/13/2022 14:10:00 - INFO - __main__ - ########## val_ru_acc 0.7204819277108434 ########## 04/13/2022 14:10:04 - INFO - __main__ - ########## val_sw_acc 0.6401606425702812 ########## 04/13/2022 14:10:08 - INFO - __main__ - ########## val_th_acc 0.6767068273092369 ########## 04/13/2022 14:10:12 - INFO - __main__ - ########## val_tr_acc 0.6935742971887551 ########## 04/13/2022 14:10:17 - INFO - __main__ - ########## val_ur_acc 0.6100401606425703 ########## 04/13/2022 14:10:22 - INFO - __main__ - ########## val_vi_acc 0.7116465863453815 ########## 04/13/2022 14:10:26 - INFO - __main__ - ########## val_zh_acc 0.7216867469879518 ########## 04/13/2022 14:10:35 - INFO - __main__ - ########## test_ar_acc 0.7025948103792415 ########## 04/13/2022 14:10:44 - INFO - __main__ - ########## test_bg_acc 0.7353293413173653 ########## 04/13/2022 14:10:53 - INFO - __main__ - ########## test_de_acc 0.7512974051896207 ########## 04/13/2022 14:11:02 - INFO - __main__ - ########## test_el_acc 0.7227544910179641 ########## 04/13/2022 14:11:11 - INFO - __main__ - ########## test_en_acc 0.8395209580838323 ########## 04/13/2022 14:11:20 - INFO - __main__ - ########## test_es_acc 0.7654690618762475 ########## 04/13/2022 14:11:29 - INFO - __main__ - ########## test_fr_acc 0.774251497005988 ########## 04/13/2022 14:11:39 - INFO - __main__ - ########## test_hi_acc 0.6493013972055888 ########## 04/13/2022 14:11:49 - INFO - __main__ - ########## test_ru_acc 0.7209580838323353 ########## 04/13/2022 14:11:57 - INFO - __main__ - ########## test_sw_acc 0.6477045908183633 ########## 04/13/2022 14:12:06 - INFO - __main__ - ########## test_th_acc 0.6788423153692614 ########## 04/13/2022 14:12:15 - INFO - __main__ - ########## test_tr_acc 0.6870259481037924 ########## 04/13/2022 14:12:24 - INFO - __main__ - ########## test_ur_acc 0.6145708582834332 ########## 04/13/2022 14:12:34 - INFO - __main__ - ########## test_vi_acc 0.7155688622754491 ########## 04/13/2022 14:12:42 - INFO - __main__ - ########## test_zh_acc 0.7099800399201597 ########## 04/13/2022 14:12:42 - INFO - __main__ - val_ar_acc = 0.6927710843373494 04/13/2022 14:12:42 - INFO - __main__ - val_bg_acc = 0.7309236947791165 04/13/2022 14:12:42 - INFO - __main__ - val_de_acc = 0.7429718875502008 04/13/2022 14:12:42 - INFO - __main__ - val_el_acc = 0.7345381526104418 04/13/2022 14:12:42 - INFO - __main__ - val_en_acc = 0.8385542168674699 04/13/2022 14:12:42 - INFO - __main__ - val_es_acc = 0.772289156626506 04/13/2022 14:12:42 - INFO - __main__ - val_fr_acc = 0.7626506024096386 04/13/2022 14:12:42 - INFO - __main__ - val_hi_acc = 0.6534136546184739 04/13/2022 14:12:42 - INFO - __main__ - val_ru_acc = 0.7204819277108434 04/13/2022 14:12:42 - INFO - __main__ - val_sw_acc = 0.6401606425702812 04/13/2022 14:12:42 - INFO - __main__ - val_th_acc = 0.6767068273092369 04/13/2022 14:12:42 - INFO - __main__ - val_tr_acc = 0.6935742971887551 04/13/2022 14:12:42 - INFO - __main__ - val_ur_acc = 0.6100401606425703 04/13/2022 14:12:42 - INFO - __main__ - val_vi_acc = 0.7116465863453815 04/13/2022 14:12:42 - INFO - __main__ - val_zh_acc = 0.7216867469879518 04/13/2022 14:12:42 - INFO - __main__ - val_avg_acc = 0.7134939759036146 04/13/2022 14:12:42 - INFO - __main__ - test_ar_acc = 0.7025948103792415 04/13/2022 14:12:42 - INFO - __main__ - test_bg_acc = 0.7353293413173653 04/13/2022 14:12:42 - INFO - __main__ - test_de_acc = 0.7512974051896207 04/13/2022 14:12:42 - INFO - __main__ - test_el_acc = 0.7227544910179641 04/13/2022 14:12:42 - INFO - __main__ - test_en_acc = 0.8395209580838323 04/13/2022 14:12:42 - INFO - __main__ - test_es_acc = 0.7654690618762475 04/13/2022 14:12:42 - INFO - __main__ - test_fr_acc = 0.774251497005988 04/13/2022 14:12:42 - INFO - __main__ - test_hi_acc = 0.6493013972055888 04/13/2022 14:12:42 - INFO - __main__ - test_ru_acc = 0.7209580838323353 04/13/2022 14:12:42 - INFO - __main__ - test_sw_acc = 0.6477045908183633 04/13/2022 14:12:42 - INFO - __main__ - test_th_acc = 0.6788423153692614 04/13/2022 14:12:42 - INFO - __main__ - test_tr_acc = 0.6870259481037924 04/13/2022 14:12:42 - INFO - __main__ - test_ur_acc = 0.6145708582834332 04/13/2022 14:12:42 - INFO - __main__ - test_vi_acc = 0.7155688622754491 04/13/2022 14:12:42 - INFO - __main__ - test_zh_acc = 0.7099800399201597 04/13/2022 14:12:42 - INFO - __main__ - test_avg_acc = 0.7143446440452428 04/13/2022 14:12:44 - INFO - utils - remove old ckpt: xnli_right_avg_new/ckpt/step-465000-test_avg_acc-0.7143446440452428-val_avg_acc-0.7134939759036146 04/13/2022 14:12:44 - INFO - __main__ - ********** Evaluating Done ********** 04/13/2022 14:12:48 - INFO - __main__ - global_steps 465050 loss: 0.11797969 04/13/2022 14:12:53 - INFO - __main__ - global_steps 465100 loss: 0.12144207 04/13/2022 14:12:57 - INFO - __main__ - global_steps 465150 loss: 0.09404095 04/13/2022 14:13:01 - INFO - __main__ - global_steps 465200 loss: 0.05746655 04/13/2022 14:13:06 - INFO - __main__ - global_steps 465250 loss: 0.09280352 04/13/2022 14:13:11 - INFO - __main__ - global_steps 465300 loss: 0.08060976 04/13/2022 14:13:15 - INFO - __main__ - global_steps 465350 loss: 0.06162870 04/13/2022 14:13:20 - INFO - __main__ - global_steps 465400 loss: 0.08830553 04/13/2022 14:13:25 - INFO - __main__ - global_steps 465450 loss: 0.10572671 04/13/2022 14:13:29 - INFO - __main__ - global_steps 465500 loss: 0.09737241 04/13/2022 14:13:34 - INFO - __main__ - global_steps 465550 loss: 0.07360764 04/13/2022 14:13:39 - INFO - __main__ - global_steps 465600 loss: 0.08170798 04/13/2022 14:13:43 - INFO - __main__ - global_steps 465650 loss: 0.06343938 04/13/2022 14:13:48 - INFO - __main__ - global_steps 465700 loss: 0.06700834 04/13/2022 14:13:53 - INFO - __main__ - global_steps 465750 loss: 0.04966600 04/13/2022 14:13:57 - INFO - __main__ - global_steps 465800 loss: 0.07088171 04/13/2022 14:14:02 - INFO - __main__ - global_steps 465850 loss: 0.12721274 04/13/2022 14:14:07 - INFO - __main__ - global_steps 465900 loss: 0.08025001 04/13/2022 14:14:11 - INFO - __main__ - global_steps 465950 loss: 0.11481116 04/13/2022 14:14:16 - INFO - __main__ - global_steps 466000 loss: 0.09722445 04/13/2022 14:14:20 - INFO - __main__ - global_steps 466050 loss: 0.08098786 04/13/2022 14:14:25 - INFO - __main__ - global_steps 466100 loss: 0.11887110 04/13/2022 14:14:30 - INFO - __main__ - global_steps 466150 loss: 0.12891918 04/13/2022 14:14:34 - INFO - __main__ - global_steps 466200 loss: 0.08225990 04/13/2022 14:14:39 - INFO - __main__ - global_steps 466250 loss: 0.06322728 04/13/2022 14:14:44 - INFO - __main__ - global_steps 466300 loss: 0.11751404 04/13/2022 14:14:48 - INFO - __main__ - global_steps 466350 loss: 0.07758116 04/13/2022 14:14:53 - INFO - __main__ - global_steps 466400 loss: 0.08796430 04/13/2022 14:14:57 - INFO - __main__ - global_steps 466450 loss: 0.06808938 04/13/2022 14:15:02 - INFO - __main__ - global_steps 466500 loss: 0.07049934 04/13/2022 14:15:07 - INFO - __main__ - global_steps 466550 loss: 0.07205697 04/13/2022 14:15:11 - INFO - __main__ - global_steps 466600 loss: 0.08161989 04/13/2022 14:15:16 - INFO - __main__ - global_steps 466650 loss: 0.09075274 04/13/2022 14:15:21 - INFO - __main__ - global_steps 466700 loss: 0.09599707 04/13/2022 14:15:25 - INFO - __main__ - global_steps 466750 loss: 0.07033958 04/13/2022 14:15:30 - INFO - __main__ - global_steps 466800 loss: 0.11632663 04/13/2022 14:15:35 - INFO - __main__ - global_steps 466850 loss: 0.08599746 04/13/2022 14:15:39 - INFO - __main__ - global_steps 466900 loss: 0.06304406 04/13/2022 14:15:44 - INFO - __main__ - global_steps 466950 loss: 0.07664580 04/13/2022 14:15:48 - INFO - __main__ - global_steps 467000 loss: 0.06429971 04/13/2022 14:15:53 - INFO - __main__ - global_steps 467050 loss: 0.09767242 04/13/2022 14:15:58 - INFO - __main__ - global_steps 467100 loss: 0.08654941 04/13/2022 14:16:02 - INFO - __main__ - global_steps 467150 loss: 0.09373696 04/13/2022 14:16:07 - INFO - __main__ - global_steps 467200 loss: 0.14228449 04/13/2022 14:16:11 - INFO - __main__ - global_steps 467250 loss: 0.05627235 04/13/2022 14:16:16 - INFO - __main__ - global_steps 467300 loss: 0.12574041 04/13/2022 14:16:21 - INFO - __main__ - global_steps 467350 loss: 0.06082327 04/13/2022 14:16:25 - INFO - __main__ - global_steps 467400 loss: 0.10100425 04/13/2022 14:16:30 - INFO - __main__ - global_steps 467450 loss: 0.07425211 04/13/2022 14:16:35 - INFO - __main__ - global_steps 467500 loss: 0.05517727 04/13/2022 14:16:35 - INFO - __main__ - ********** Running evaluating ********** 04/13/2022 14:16:39 - INFO - __main__ - ########## val_ar_acc 0.685140562248996 ########## 04/13/2022 14:16:44 - INFO - __main__ - ########## val_bg_acc 0.7265060240963855 ########## 04/13/2022 14:16:48 - INFO - __main__ - ########## val_de_acc 0.7433734939759036 ########## 04/13/2022 14:16:53 - INFO - __main__ - ########## val_el_acc 0.7313253012048193 ########## 04/13/2022 14:16:57 - INFO - __main__ - ########## val_en_acc 0.8365461847389558 ########## 04/13/2022 14:17:01 - INFO - __main__ - ########## val_es_acc 0.770281124497992 ########## 04/13/2022 14:17:06 - INFO - __main__ - ########## val_fr_acc 0.7578313253012048 ########## 04/13/2022 14:17:11 - INFO - __main__ - ########## val_hi_acc 0.6469879518072289 ########## 04/13/2022 14:17:15 - INFO - __main__ - ########## val_ru_acc 0.7112449799196787 ########## 04/13/2022 14:17:20 - INFO - __main__ - ########## val_sw_acc 0.6409638554216868 ########## 04/13/2022 14:17:24 - INFO - __main__ - ########## val_th_acc 0.6775100401606425 ########## 04/13/2022 14:17:28 - INFO - __main__ - ########## val_tr_acc 0.6923694779116466 ########## 04/13/2022 14:17:33 - INFO - __main__ - ########## val_ur_acc 0.6060240963855422 ########## 04/13/2022 14:17:38 - INFO - __main__ - ########## val_vi_acc 0.7048192771084337 ########## 04/13/2022 14:17:42 - INFO - __main__ - ########## val_zh_acc 0.7140562248995984 ########## 04/13/2022 14:17:51 - INFO - __main__ - ########## test_ar_acc 0.6952095808383234 ########## 04/13/2022 14:18:00 - INFO - __main__ - ########## test_bg_acc 0.7333333333333333 ########## 04/13/2022 14:18:09 - INFO - __main__ - ########## test_de_acc 0.7417165668662674 ########## 04/13/2022 14:18:19 - INFO - __main__ - ########## test_el_acc 0.716566866267465 ########## 04/13/2022 14:18:27 - INFO - __main__ - ########## test_en_acc 0.8395209580838323 ########## 04/13/2022 14:18:37 - INFO - __main__ - ########## test_es_acc 0.7602794411177645 ########## 04/13/2022 14:18:46 - INFO - __main__ - ########## test_fr_acc 0.7646706586826347 ########## 04/13/2022 14:18:56 - INFO - __main__ - ########## test_hi_acc 0.6405189620758484 ########## 04/13/2022 14:19:05 - INFO - __main__ - ########## test_ru_acc 0.7177644710578842 ########## 04/13/2022 14:19:14 - INFO - __main__ - ########## test_sw_acc 0.6431137724550898 ########## 04/13/2022 14:19:22 - INFO - __main__ - ########## test_th_acc 0.6684630738522954 ########## 04/13/2022 14:19:31 - INFO - __main__ - ########## test_tr_acc 0.6832335329341317 ########## 04/13/2022 14:19:41 - INFO - __main__ - ########## test_ur_acc 0.6039920159680638 ########## 04/13/2022 14:19:50 - INFO - __main__ - ########## test_vi_acc 0.7107784431137725 ########## 04/13/2022 14:19:59 - INFO - __main__ - ########## test_zh_acc 0.705189620758483 ########## 04/13/2022 14:19:59 - INFO - __main__ - val_ar_acc = 0.685140562248996 04/13/2022 14:19:59 - INFO - __main__ - val_bg_acc = 0.7265060240963855 04/13/2022 14:19:59 - INFO - __main__ - val_de_acc = 0.7433734939759036 04/13/2022 14:19:59 - INFO - __main__ - val_el_acc = 0.7313253012048193 04/13/2022 14:19:59 - INFO - __main__ - val_en_acc = 0.8365461847389558 04/13/2022 14:19:59 - INFO - __main__ - val_es_acc = 0.770281124497992 04/13/2022 14:19:59 - INFO - __main__ - val_fr_acc = 0.7578313253012048 04/13/2022 14:19:59 - INFO - __main__ - val_hi_acc = 0.6469879518072289 04/13/2022 14:19:59 - INFO - __main__ - val_ru_acc = 0.7112449799196787 04/13/2022 14:19:59 - INFO - __main__ - val_sw_acc = 0.6409638554216868 04/13/2022 14:19:59 - INFO - __main__ - val_th_acc = 0.6775100401606425 04/13/2022 14:19:59 - INFO - __main__ - val_tr_acc = 0.6923694779116466 04/13/2022 14:19:59 - INFO - __main__ - val_ur_acc = 0.6060240963855422 04/13/2022 14:19:59 - INFO - __main__ - val_vi_acc = 0.7048192771084337 04/13/2022 14:19:59 - INFO - __main__ - val_zh_acc = 0.7140562248995984 04/13/2022 14:19:59 - INFO - __main__ - val_avg_acc = 0.7096653279785811 04/13/2022 14:19:59 - INFO - __main__ - test_ar_acc = 0.6952095808383234 04/13/2022 14:19:59 - INFO - __main__ - test_bg_acc = 0.7333333333333333 04/13/2022 14:19:59 - INFO - __main__ - test_de_acc = 0.7417165668662674 04/13/2022 14:19:59 - INFO - __main__ - test_el_acc = 0.716566866267465 04/13/2022 14:19:59 - INFO - __main__ - test_en_acc = 0.8395209580838323 04/13/2022 14:19:59 - INFO - __main__ - test_es_acc = 0.7602794411177645 04/13/2022 14:19:59 - INFO - __main__ - test_fr_acc = 0.7646706586826347 04/13/2022 14:19:59 - INFO - __main__ - test_hi_acc = 0.6405189620758484 04/13/2022 14:19:59 - INFO - __main__ - test_ru_acc = 0.7177644710578842 04/13/2022 14:19:59 - INFO - __main__ - test_sw_acc = 0.6431137724550898 04/13/2022 14:19:59 - INFO - __main__ - test_th_acc = 0.6684630738522954 04/13/2022 14:19:59 - INFO - __main__ - test_tr_acc = 0.6832335329341317 04/13/2022 14:19:59 - INFO - __main__ - test_ur_acc = 0.6039920159680638 04/13/2022 14:19:59 - INFO - __main__ - test_vi_acc = 0.7107784431137725 04/13/2022 14:19:59 - INFO - __main__ - test_zh_acc = 0.705189620758483 04/13/2022 14:19:59 - INFO - __main__ - test_avg_acc = 0.7082900864936794 04/13/2022 14:20:00 - INFO - utils - remove old ckpt: xnli_right_avg_new/ckpt/step-467500-test_avg_acc-0.7082900864936794-val_avg_acc-0.7096653279785811 04/13/2022 14:20:00 - INFO - __main__ - ********** Evaluating Done ********** 04/13/2022 14:20:05 - INFO - __main__ - global_steps 467550 loss: 0.10014828 04/13/2022 14:20:09 - INFO - __main__ - global_steps 467600 loss: 0.08888627 04/13/2022 14:20:14 - INFO - __main__ - global_steps 467650 loss: 0.09841389 04/13/2022 14:20:19 - INFO - __main__ - global_steps 467700 loss: 0.13721901 04/13/2022 14:20:23 - INFO - __main__ - global_steps 467750 loss: 0.08606126 04/13/2022 14:20:28 - INFO - __main__ - global_steps 467800 loss: 0.07806542 04/13/2022 14:20:33 - INFO - __main__ - global_steps 467850 loss: 0.10316258 04/13/2022 14:20:38 - INFO - __main__ - global_steps 467900 loss: 0.08067556 04/13/2022 14:20:43 - INFO - __main__ - global_steps 467950 loss: 0.08741890 04/13/2022 14:20:48 - INFO - __main__ - global_steps 468000 loss: 0.06474330 04/13/2022 14:20:52 - INFO - __main__ - global_steps 468050 loss: 0.07531593 04/13/2022 14:20:57 - INFO - __main__ - global_steps 468100 loss: 0.09393310 04/13/2022 14:21:02 - INFO - __main__ - global_steps 468150 loss: 0.05348058 04/13/2022 14:21:07 - INFO - __main__ - global_steps 468200 loss: 0.11375919 04/13/2022 14:21:11 - INFO - __main__ - global_steps 468250 loss: 0.07544788 04/13/2022 14:21:16 - INFO - __main__ - global_steps 468300 loss: 0.09193353 04/13/2022 14:21:21 - INFO - __main__ - global_steps 468350 loss: 0.12221560 04/13/2022 14:21:26 - INFO - __main__ - global_steps 468400 loss: 0.10362879 04/13/2022 14:21:31 - INFO - __main__ - global_steps 468450 loss: 0.08677248 04/13/2022 14:21:36 - INFO - __main__ - global_steps 468500 loss: 0.08468080 04/13/2022 14:21:40 - INFO - __main__ - global_steps 468550 loss: 0.09196533 04/13/2022 14:21:45 - INFO - __main__ - global_steps 468600 loss: 0.11730274 04/13/2022 14:21:50 - INFO - __main__ - global_steps 468650 loss: 0.10985620 04/13/2022 14:21:55 - INFO - __main__ - global_steps 468700 loss: 0.07817082 04/13/2022 14:21:59 - INFO - __main__ - global_steps 468750 loss: 0.11574686 04/13/2022 14:22:04 - INFO - __main__ - global_steps 468800 loss: 0.05757911 04/13/2022 14:22:09 - INFO - __main__ - global_steps 468850 loss: 0.06810558 04/13/2022 14:22:14 - INFO - __main__ - global_steps 468900 loss: 0.12615132 04/13/2022 14:22:18 - INFO - __main__ - global_steps 468950 loss: 0.11595791 04/13/2022 14:22:23 - INFO - __main__ - global_steps 469000 loss: 0.06813172 04/13/2022 14:22:28 - INFO - __main__ - global_steps 469050 loss: 0.11019994 04/13/2022 14:22:32 - INFO - __main__ - global_steps 469100 loss: 0.08633408 04/13/2022 14:22:37 - INFO - __main__ - global_steps 469150 loss: 0.08557842 04/13/2022 14:22:42 - INFO - __main__ - global_steps 469200 loss: 0.08132283 04/13/2022 14:22:47 - INFO - __main__ - global_steps 469250 loss: 0.07062626 04/13/2022 14:22:51 - INFO - __main__ - global_steps 469300 loss: 0.09847348 04/13/2022 14:22:56 - INFO - __main__ - global_steps 469350 loss: 0.07342926 04/13/2022 14:23:00 - INFO - __main__ - global_steps 469400 loss: 0.08938726 04/13/2022 14:23:05 - INFO - __main__ - global_steps 469450 loss: 0.05784251 04/13/2022 14:23:10 - INFO - __main__ - global_steps 469500 loss: 0.10292520 04/13/2022 14:23:14 - INFO - __main__ - global_steps 469550 loss: 0.09138636 04/13/2022 14:23:19 - INFO - __main__ - global_steps 469600 loss: 0.10050179 04/13/2022 14:23:24 - INFO - __main__ - global_steps 469650 loss: 0.04735665 04/13/2022 14:23:28 - INFO - __main__ - global_steps 469700 loss: 0.07500342 04/13/2022 14:23:33 - INFO - __main__ - global_steps 469750 loss: 0.05303479 04/13/2022 14:23:38 - INFO - __main__ - global_steps 469800 loss: 0.07646426 04/13/2022 14:23:43 - INFO - __main__ - global_steps 469850 loss: 0.05695163 04/13/2022 14:23:47 - INFO - __main__ - global_steps 469900 loss: 0.09265644 04/13/2022 14:23:52 - INFO - __main__ - global_steps 469950 loss: 0.11712938 04/13/2022 14:23:56 - INFO - __main__ - global_steps 470000 loss: 0.05856411 04/13/2022 14:23:56 - INFO - __main__ - ********** Running evaluating ********** 04/13/2022 14:24:01 - INFO - __main__ - ########## val_ar_acc 0.6927710843373494 ########## 04/13/2022 14:24:05 - INFO - __main__ - ########## val_bg_acc 0.7409638554216867 ########## 04/13/2022 14:24:10 - INFO - __main__ - ########## val_de_acc 0.7594377510040161 ########## 04/13/2022 14:24:15 - INFO - __main__ - ########## val_el_acc 0.7409638554216867 ########## 04/13/2022 14:24:19 - INFO - __main__ - ########## val_en_acc 0.844578313253012 ########## 04/13/2022 14:24:24 - INFO - __main__ - ########## val_es_acc 0.7823293172690763 ########## 04/13/2022 14:24:28 - INFO - __main__ - ########## val_fr_acc 0.7759036144578313 ########## 04/13/2022 14:24:33 - INFO - __main__ - ########## val_hi_acc 0.665863453815261 ########## 04/13/2022 14:24:38 - INFO - __main__ - ########## val_ru_acc 0.7236947791164658 ########## 04/13/2022 14:24:42 - INFO - __main__ - ########## val_sw_acc 0.6477911646586345 ########## 04/13/2022 14:24:46 - INFO - __main__ - ########## val_th_acc 0.6911646586345381 ########## 04/13/2022 14:24:51 - INFO - __main__ - ########## val_tr_acc 0.6991967871485943 ########## 04/13/2022 14:24:56 - INFO - __main__ - ########## val_ur_acc 0.6220883534136546 ########## 04/13/2022 14:25:00 - INFO - __main__ - ########## val_vi_acc 0.7224899598393574 ########## 04/13/2022 14:25:04 - INFO - __main__ - ########## val_zh_acc 0.7353413654618474 ########## 04/13/2022 14:25:13 - INFO - __main__ - ########## test_ar_acc 0.7091816367265469 ########## 04/13/2022 14:25:23 - INFO - __main__ - ########## test_bg_acc 0.7475049900199601 ########## 04/13/2022 14:25:32 - INFO - __main__ - ########## test_de_acc 0.7586826347305389 ########## 04/13/2022 14:25:42 - INFO - __main__ - ########## test_el_acc 0.7347305389221557 ########## 04/13/2022 14:25:50 - INFO - __main__ - ########## test_en_acc 0.8455089820359282 ########## 04/13/2022 14:25:59 - INFO - __main__ - ########## test_es_acc 0.7756487025948103 ########## 04/13/2022 14:26:09 - INFO - __main__ - ########## test_fr_acc 0.7778443113772455 ########## 04/13/2022 14:26:19 - INFO - __main__ - ########## test_hi_acc 0.6594810379241517 ########## 04/13/2022 14:26:28 - INFO - __main__ - ########## test_ru_acc 0.7293413173652694 ########## 04/13/2022 14:26:37 - INFO - __main__ - ########## test_sw_acc 0.656686626746507 ########## 04/13/2022 14:26:46 - INFO - __main__ - ########## test_th_acc 0.6920159680638722 ########## 04/13/2022 14:26:55 - INFO - __main__ - ########## test_tr_acc 0.6930139720558882 ########## 04/13/2022 14:27:04 - INFO - __main__ - ########## test_ur_acc 0.6191616766467066 ########## 04/13/2022 14:27:13 - INFO - __main__ - ########## test_vi_acc 0.7263473053892215 ########## 04/13/2022 14:27:22 - INFO - __main__ - ########## test_zh_acc 0.7207584830339321 ########## 04/13/2022 14:27:22 - INFO - __main__ - val_ar_acc = 0.6927710843373494 04/13/2022 14:27:22 - INFO - __main__ - val_bg_acc = 0.7409638554216867 04/13/2022 14:27:22 - INFO - __main__ - val_de_acc = 0.7594377510040161 04/13/2022 14:27:22 - INFO - __main__ - val_el_acc = 0.7409638554216867 04/13/2022 14:27:22 - INFO - __main__ - val_en_acc = 0.844578313253012 04/13/2022 14:27:22 - INFO - __main__ - val_es_acc = 0.7823293172690763 04/13/2022 14:27:22 - INFO - __main__ - val_fr_acc = 0.7759036144578313 04/13/2022 14:27:22 - INFO - __main__ - val_hi_acc = 0.665863453815261 04/13/2022 14:27:22 - INFO - __main__ - val_ru_acc = 0.7236947791164658 04/13/2022 14:27:22 - INFO - __main__ - val_sw_acc = 0.6477911646586345 04/13/2022 14:27:22 - INFO - __main__ - val_th_acc = 0.6911646586345381 04/13/2022 14:27:22 - INFO - __main__ - val_tr_acc = 0.6991967871485943 04/13/2022 14:27:22 - INFO - __main__ - val_ur_acc = 0.6220883534136546 04/13/2022 14:27:22 - INFO - __main__ - val_vi_acc = 0.7224899598393574 04/13/2022 14:27:22 - INFO - __main__ - val_zh_acc = 0.7353413654618474 04/13/2022 14:27:22 - INFO - __main__ - val_avg_acc = 0.7229718875502009 04/13/2022 14:27:22 - INFO - __main__ - test_ar_acc = 0.7091816367265469 04/13/2022 14:27:22 - INFO - __main__ - test_bg_acc = 0.7475049900199601 04/13/2022 14:27:22 - INFO - __main__ - test_de_acc = 0.7586826347305389 04/13/2022 14:27:22 - INFO - __main__ - test_el_acc = 0.7347305389221557 04/13/2022 14:27:22 - INFO - __main__ - test_en_acc = 0.8455089820359282 04/13/2022 14:27:22 - INFO - __main__ - test_es_acc = 0.7756487025948103 04/13/2022 14:27:22 - INFO - __main__ - test_fr_acc = 0.7778443113772455 04/13/2022 14:27:22 - INFO - __main__ - test_hi_acc = 0.6594810379241517 04/13/2022 14:27:22 - INFO - __main__ - test_ru_acc = 0.7293413173652694 04/13/2022 14:27:22 - INFO - __main__ - test_sw_acc = 0.656686626746507 04/13/2022 14:27:22 - INFO - __main__ - test_th_acc = 0.6920159680638722 04/13/2022 14:27:22 - INFO - __main__ - test_tr_acc = 0.6930139720558882 04/13/2022 14:27:22 - INFO - __main__ - test_ur_acc = 0.6191616766467066 04/13/2022 14:27:22 - INFO - __main__ - test_vi_acc = 0.7263473053892215 04/13/2022 14:27:22 - INFO - __main__ - test_zh_acc = 0.7207584830339321 04/13/2022 14:27:22 - INFO - __main__ - test_avg_acc = 0.7230605455755158 04/13/2022 14:27:23 - INFO - utils - remove old ckpt: xnli_right_avg_new/ckpt/step-470000-test_avg_acc-0.7230605455755158-val_avg_acc-0.7229718875502009 04/13/2022 14:27:23 - INFO - __main__ - ********** Evaluating Done ********** 04/13/2022 14:27:28 - INFO - __main__ - global_steps 470050 loss: 0.08155200 04/13/2022 14:27:32 - INFO - __main__ - global_steps 470100 loss: 0.05090532 04/13/2022 14:27:37 - INFO - __main__ - global_steps 470150 loss: 0.03463517 04/13/2022 14:27:41 - INFO - __main__ - global_steps 470200 loss: 0.07423596 04/13/2022 14:27:46 - INFO - __main__ - global_steps 470250 loss: 0.12936444 04/13/2022 14:27:51 - INFO - __main__ - global_steps 470300 loss: 0.07114043 04/13/2022 14:27:55 - INFO - __main__ - global_steps 470350 loss: 0.10094422 04/13/2022 14:28:00 - INFO - __main__ - global_steps 470400 loss: 0.09441363 04/13/2022 14:28:05 - INFO - __main__ - global_steps 470450 loss: 0.05545518 04/13/2022 14:28:10 - INFO - __main__ - global_steps 470500 loss: 0.05069391 04/13/2022 14:28:14 - INFO - __main__ - global_steps 470550 loss: 0.08066128 04/13/2022 14:28:19 - INFO - __main__ - global_steps 470600 loss: 0.06854025 04/13/2022 14:28:24 - INFO - __main__ - global_steps 470650 loss: 0.11722656 04/13/2022 14:28:29 - INFO - __main__ - global_steps 470700 loss: 0.08482179 04/13/2022 14:28:33 - INFO - __main__ - global_steps 470750 loss: 0.08321311 04/13/2022 14:28:38 - INFO - __main__ - global_steps 470800 loss: 0.10019480 04/13/2022 14:28:43 - INFO - __main__ - global_steps 470850 loss: 0.06978687 04/13/2022 14:28:47 - INFO - __main__ - global_steps 470900 loss: 0.07006511 04/13/2022 14:28:52 - INFO - __main__ - global_steps 470950 loss: 0.08988315 04/13/2022 14:28:57 - INFO - __main__ - global_steps 471000 loss: 0.11133814 04/13/2022 14:29:01 - INFO - __main__ - global_steps 471050 loss: 0.07409761 04/13/2022 14:29:06 - INFO - __main__ - global_steps 471100 loss: 0.06946250 04/13/2022 14:29:11 - INFO - __main__ - global_steps 471150 loss: 0.08471437 04/13/2022 14:29:16 - INFO - __main__ - global_steps 471200 loss: 0.08311366 04/13/2022 14:29:20 - INFO - __main__ - global_steps 471250 loss: 0.07444114 04/13/2022 14:29:25 - INFO - __main__ - global_steps 471300 loss: 0.07656731 04/13/2022 14:29:30 - INFO - __main__ - global_steps 471350 loss: 0.17119532 04/13/2022 14:29:34 - INFO - __main__ - global_steps 471400 loss: 0.04826519 04/13/2022 14:29:39 - INFO - __main__ - global_steps 471450 loss: 0.05888856 04/13/2022 14:29:44 - INFO - __main__ - global_steps 471500 loss: 0.09751709 04/13/2022 14:29:48 - INFO - __main__ - global_steps 471550 loss: 0.06471406 04/13/2022 14:29:53 - INFO - __main__ - global_steps 471600 loss: 0.10702699 04/13/2022 14:29:57 - INFO - __main__ - global_steps 471650 loss: 0.08547270 04/13/2022 14:30:02 - INFO - __main__ - global_steps 471700 loss: 0.07564161 04/13/2022 14:30:06 - INFO - __main__ - global_steps 471750 loss: 0.08598786 04/13/2022 14:30:11 - INFO - __main__ - global_steps 471800 loss: 0.09454794 04/13/2022 14:30:16 - INFO - __main__ - global_steps 471850 loss: 0.07342796 04/13/2022 14:30:20 - INFO - __main__ - global_steps 471900 loss: 0.05404212 04/13/2022 14:30:25 - INFO - __main__ - global_steps 471950 loss: 0.05403412 04/13/2022 14:30:30 - INFO - __main__ - global_steps 472000 loss: 0.10527184 04/13/2022 14:30:34 - INFO - __main__ - global_steps 472050 loss: 0.10058205 04/13/2022 14:30:39 - INFO - __main__ - global_steps 472100 loss: 0.12061303 04/13/2022 14:30:44 - INFO - __main__ - global_steps 472150 loss: 0.10612786 04/13/2022 14:30:48 - INFO - __main__ - global_steps 472200 loss: 0.08989293 04/13/2022 14:30:53 - INFO - __main__ - global_steps 472250 loss: 0.08614823 04/13/2022 14:30:57 - INFO - __main__ - global_steps 472300 loss: 0.10547662 04/13/2022 14:31:02 - INFO - __main__ - global_steps 472350 loss: 0.06011645 04/13/2022 14:31:07 - INFO - __main__ - global_steps 472400 loss: 0.08152707 04/13/2022 14:31:11 - INFO - __main__ - global_steps 472450 loss: 0.05941005 04/13/2022 14:31:16 - INFO - __main__ - global_steps 472500 loss: 0.06844606 04/13/2022 14:31:16 - INFO - __main__ - ********** Running evaluating ********** 04/13/2022 14:31:20 - INFO - __main__ - ########## val_ar_acc 0.6871485943775101 ########## 04/13/2022 14:31:25 - INFO - __main__ - ########## val_bg_acc 0.734136546184739 ########## 04/13/2022 14:31:29 - INFO - __main__ - ########## val_de_acc 0.7518072289156627 ########## 04/13/2022 14:31:34 - INFO - __main__ - ########## val_el_acc 0.7365461847389558 ########## 04/13/2022 14:31:38 - INFO - __main__ - ########## val_en_acc 0.8449799196787149 ########## 04/13/2022 14:31:43 - INFO - __main__ - ########## val_es_acc 0.7803212851405622 ########## 04/13/2022 14:31:47 - INFO - __main__ - ########## val_fr_acc 0.763855421686747 ########## 04/13/2022 14:31:52 - INFO - __main__ - ########## val_hi_acc 0.6582329317269077 ########## 04/13/2022 14:31:57 - INFO - __main__ - ########## val_ru_acc 0.7128514056224899 ########## 04/13/2022 14:32:01 - INFO - __main__ - ########## val_sw_acc 0.648995983935743 ########## 04/13/2022 14:32:05 - INFO - __main__ - ########## val_th_acc 0.6755020080321286 ########## 04/13/2022 14:32:10 - INFO - __main__ - ########## val_tr_acc 0.7 ########## 04/13/2022 14:32:14 - INFO - __main__ - ########## val_ur_acc 0.6144578313253012 ########## 04/13/2022 14:32:19 - INFO - __main__ - ########## val_vi_acc 0.7140562248995984 ########## 04/13/2022 14:32:23 - INFO - __main__ - ########## val_zh_acc 0.7253012048192771 ########## 04/13/2022 14:32:32 - INFO - __main__ - ########## test_ar_acc 0.7001996007984032 ########## 04/13/2022 14:32:41 - INFO - __main__ - ########## test_bg_acc 0.7427145708582834 ########## 04/13/2022 14:32:50 - INFO - __main__ - ########## test_de_acc 0.7463073852295409 ########## 04/13/2022 14:33:00 - INFO - __main__ - ########## test_el_acc 0.7297405189620758 ########## 04/13/2022 14:33:09 - INFO - __main__ - ########## test_en_acc 0.844311377245509 ########## 04/13/2022 14:33:18 - INFO - __main__ - ########## test_es_acc 0.7714570858283433 ########## 04/13/2022 14:33:27 - INFO - __main__ - ########## test_fr_acc 0.7704590818363274 ########## 04/13/2022 14:33:36 - INFO - __main__ - ########## test_hi_acc 0.6508982035928144 ########## 04/13/2022 14:33:46 - INFO - __main__ - ########## test_ru_acc 0.7277445109780439 ########## 04/13/2022 14:33:55 - INFO - __main__ - ########## test_sw_acc 0.655688622754491 ########## 04/13/2022 14:34:03 - INFO - __main__ - ########## test_th_acc 0.6802395209580838 ########## 04/13/2022 14:34:12 - INFO - __main__ - ########## test_tr_acc 0.6888223552894212 ########## 04/13/2022 14:34:22 - INFO - __main__ - ########## test_ur_acc 0.6101796407185629 ########## 04/13/2022 14:34:31 - INFO - __main__ - ########## test_vi_acc 0.7167664670658682 ########## 04/13/2022 14:34:40 - INFO - __main__ - ########## test_zh_acc 0.7129740518962076 ########## 04/13/2022 14:34:40 - INFO - __main__ - val_ar_acc = 0.6871485943775101 04/13/2022 14:34:40 - INFO - __main__ - val_bg_acc = 0.734136546184739 04/13/2022 14:34:40 - INFO - __main__ - val_de_acc = 0.7518072289156627 04/13/2022 14:34:40 - INFO - __main__ - val_el_acc = 0.7365461847389558 04/13/2022 14:34:40 - INFO - __main__ - val_en_acc = 0.8449799196787149 04/13/2022 14:34:40 - INFO - __main__ - val_es_acc = 0.7803212851405622 04/13/2022 14:34:40 - INFO - __main__ - val_fr_acc = 0.763855421686747 04/13/2022 14:34:40 - INFO - __main__ - val_hi_acc = 0.6582329317269077 04/13/2022 14:34:40 - INFO - __main__ - val_ru_acc = 0.7128514056224899 04/13/2022 14:34:40 - INFO - __main__ - val_sw_acc = 0.648995983935743 04/13/2022 14:34:40 - INFO - __main__ - val_th_acc = 0.6755020080321286 04/13/2022 14:34:40 - INFO - __main__ - val_tr_acc = 0.7 04/13/2022 14:34:40 - INFO - __main__ - val_ur_acc = 0.6144578313253012 04/13/2022 14:34:40 - INFO - __main__ - val_vi_acc = 0.7140562248995984 04/13/2022 14:34:40 - INFO - __main__ - val_zh_acc = 0.7253012048192771 04/13/2022 14:34:40 - INFO - __main__ - val_avg_acc = 0.7165461847389558 04/13/2022 14:34:40 - INFO - __main__ - test_ar_acc = 0.7001996007984032 04/13/2022 14:34:40 - INFO - __main__ - test_bg_acc = 0.7427145708582834 04/13/2022 14:34:40 - INFO - __main__ - test_de_acc = 0.7463073852295409 04/13/2022 14:34:40 - INFO - __main__ - test_el_acc = 0.7297405189620758 04/13/2022 14:34:40 - INFO - __main__ - test_en_acc = 0.844311377245509 04/13/2022 14:34:40 - INFO - __main__ - test_es_acc = 0.7714570858283433 04/13/2022 14:34:40 - INFO - __main__ - test_fr_acc = 0.7704590818363274 04/13/2022 14:34:40 - INFO - __main__ - test_hi_acc = 0.6508982035928144 04/13/2022 14:34:40 - INFO - __main__ - test_ru_acc = 0.7277445109780439 04/13/2022 14:34:40 - INFO - __main__ - test_sw_acc = 0.655688622754491 04/13/2022 14:34:40 - INFO - __main__ - test_th_acc = 0.6802395209580838 04/13/2022 14:34:40 - INFO - __main__ - test_tr_acc = 0.6888223552894212 04/13/2022 14:34:40 - INFO - __main__ - test_ur_acc = 0.6101796407185629 04/13/2022 14:34:40 - INFO - __main__ - test_vi_acc = 0.7167664670658682 04/13/2022 14:34:40 - INFO - __main__ - test_zh_acc = 0.7129740518962076 04/13/2022 14:34:40 - INFO - __main__ - test_avg_acc = 0.7165668662674651 04/13/2022 14:34:41 - INFO - utils - remove old ckpt: xnli_right_avg_new/ckpt/step-472500-test_avg_acc-0.7165668662674651-val_avg_acc-0.7165461847389558 04/13/2022 14:34:41 - INFO - __main__ - ********** Evaluating Done ********** 04/13/2022 14:34:46 - INFO - __main__ - global_steps 472550 loss: 0.09628321 04/13/2022 14:34:50 - INFO - __main__ - global_steps 472600 loss: 0.09466902 04/13/2022 14:34:55 - INFO - __main__ - global_steps 472650 loss: 0.05564187 04/13/2022 14:34:59 - INFO - __main__ - global_steps 472700 loss: 0.02899430 04/13/2022 14:35:04 - INFO - __main__ - global_steps 472750 loss: 0.07007574 04/13/2022 14:35:08 - INFO - __main__ - global_steps 472800 loss: 0.06838515 04/13/2022 14:35:13 - INFO - __main__ - global_steps 472850 loss: 0.13097862 04/13/2022 14:35:17 - INFO - __main__ - global_steps 472900 loss: 0.08343452 04/13/2022 14:35:22 - INFO - __main__ - global_steps 472950 loss: 0.08118366 04/13/2022 14:35:26 - INFO - __main__ - global_steps 473000 loss: 0.07312894 04/13/2022 14:35:30 - INFO - __main__ - global_steps 473050 loss: 0.08682570 04/13/2022 14:35:35 - INFO - __main__ - global_steps 473100 loss: 0.07677092 04/13/2022 14:35:39 - INFO - __main__ - global_steps 473150 loss: 0.06029465 04/13/2022 14:35:43 - INFO - __main__ - global_steps 473200 loss: 0.11415613 04/13/2022 14:35:47 - INFO - __main__ - global_steps 473250 loss: 0.06494855 04/13/2022 14:35:52 - INFO - __main__ - global_steps 473300 loss: 0.08195116 04/13/2022 14:35:57 - INFO - __main__ - global_steps 473350 loss: 0.05380456 04/13/2022 14:36:01 - INFO - __main__ - global_steps 473400 loss: 0.06913289 04/13/2022 14:36:06 - INFO - __main__ - global_steps 473450 loss: 0.08818201 04/13/2022 14:36:11 - INFO - __main__ - global_steps 473500 loss: 0.07986696 04/13/2022 14:36:16 - INFO - __main__ - global_steps 473550 loss: 0.06573783 04/13/2022 14:36:20 - INFO - __main__ - global_steps 473600 loss: 0.05430683 04/13/2022 14:36:25 - INFO - __main__ - global_steps 473650 loss: 0.06407088 04/13/2022 14:36:30 - INFO - __main__ - global_steps 473700 loss: 0.06163570 04/13/2022 14:36:35 - INFO - __main__ - global_steps 473750 loss: 0.08135921 04/13/2022 14:36:39 - INFO - __main__ - global_steps 473800 loss: 0.12925006 04/13/2022 14:36:44 - INFO - __main__ - global_steps 473850 loss: 0.09197467 04/13/2022 14:36:49 - INFO - __main__ - global_steps 473900 loss: 0.12863401 04/13/2022 14:36:54 - INFO - __main__ - global_steps 473950 loss: 0.05273999 04/13/2022 14:36:59 - INFO - __main__ - global_steps 474000 loss: 0.08157351 04/13/2022 14:37:03 - INFO - __main__ - global_steps 474050 loss: 0.09419564 04/13/2022 14:37:08 - INFO - __main__ - global_steps 474100 loss: 0.05108636 04/13/2022 14:37:13 - INFO - __main__ - global_steps 474150 loss: 0.04347077 04/13/2022 14:37:18 - INFO - __main__ - global_steps 474200 loss: 0.11249684 04/13/2022 14:37:23 - INFO - __main__ - global_steps 474250 loss: 0.07599191 04/13/2022 14:37:27 - INFO - __main__ - global_steps 474300 loss: 0.08798721 04/13/2022 14:37:32 - INFO - __main__ - global_steps 474350 loss: 0.11857793 04/13/2022 14:37:37 - INFO - __main__ - global_steps 474400 loss: 0.11759318 04/13/2022 14:37:41 - INFO - __main__ - global_steps 474450 loss: 0.07257469 04/13/2022 14:37:46 - INFO - __main__ - global_steps 474500 loss: 0.04886142 04/13/2022 14:37:51 - INFO - __main__ - global_steps 474550 loss: 0.10814187 04/13/2022 14:37:56 - INFO - __main__ - global_steps 474600 loss: 0.08583104 04/13/2022 14:38:00 - INFO - __main__ - global_steps 474650 loss: 0.08226968 04/13/2022 14:38:05 - INFO - __main__ - global_steps 474700 loss: 0.08021142 04/13/2022 14:38:10 - INFO - __main__ - global_steps 474750 loss: 0.03760152 04/13/2022 14:38:15 - INFO - __main__ - global_steps 474800 loss: 0.15478436 04/13/2022 14:38:19 - INFO - __main__ - global_steps 474850 loss: 0.04464443 04/13/2022 14:38:24 - INFO - __main__ - global_steps 474900 loss: 0.08726716 04/13/2022 14:38:29 - INFO - __main__ - global_steps 474950 loss: 0.08080202 04/13/2022 14:38:34 - INFO - __main__ - global_steps 475000 loss: 0.06165032 04/13/2022 14:38:34 - INFO - __main__ - ********** Running evaluating ********** 04/13/2022 14:38:39 - INFO - __main__ - ########## val_ar_acc 0.6975903614457831 ########## 04/13/2022 14:38:43 - INFO - __main__ - ########## val_bg_acc 0.7413654618473896 ########## 04/13/2022 14:38:48 - INFO - __main__ - ########## val_de_acc 0.7526104417670683 ########## 04/13/2022 14:38:53 - INFO - __main__ - ########## val_el_acc 0.7333333333333333 ########## 04/13/2022 14:38:57 - INFO - __main__ - ########## val_en_acc 0.8421686746987952 ########## 04/13/2022 14:39:02 - INFO - __main__ - ########## val_es_acc 0.7726907630522089 ########## 04/13/2022 14:39:07 - INFO - __main__ - ########## val_fr_acc 0.7610441767068273 ########## 04/13/2022 14:39:12 - INFO - __main__ - ########## val_hi_acc 0.6622489959839357 ########## 04/13/2022 14:39:17 - INFO - __main__ - ########## val_ru_acc 0.714859437751004 ########## 04/13/2022 14:39:21 - INFO - __main__ - ########## val_sw_acc 0.6493975903614457 ########## 04/13/2022 14:39:26 - INFO - __main__ - ########## val_th_acc 0.6835341365461848 ########## 04/13/2022 14:39:30 - INFO - __main__ - ########## val_tr_acc 0.6971887550200804 ########## 04/13/2022 14:39:35 - INFO - __main__ - ########## val_ur_acc 0.6172690763052209 ########## 04/13/2022 14:39:40 - INFO - __main__ - ########## val_vi_acc 0.7116465863453815 ########## 04/13/2022 14:39:45 - INFO - __main__ - ########## val_zh_acc 0.7220883534136546 ########## 04/13/2022 14:39:54 - INFO - __main__ - ########## test_ar_acc 0.7021956087824351 ########## 04/13/2022 14:40:04 - INFO - __main__ - ########## test_bg_acc 0.7439121756487026 ########## 04/13/2022 14:40:13 - INFO - __main__ - ########## test_de_acc 0.7489021956087825 ########## 04/13/2022 14:40:23 - INFO - __main__ - ########## test_el_acc 0.729940119760479 ########## 04/13/2022 14:40:32 - INFO - __main__ - ########## test_en_acc 0.8459081836327346 ########## 04/13/2022 14:40:41 - INFO - __main__ - ########## test_es_acc 0.7692614770459082 ########## 04/13/2022 14:40:50 - INFO - __main__ - ########## test_fr_acc 0.7696606786427146 ########## 04/13/2022 14:41:00 - INFO - __main__ - ########## test_hi_acc 0.6530938123752495 ########## 04/13/2022 14:41:10 - INFO - __main__ - ########## test_ru_acc 0.7247504990019961 ########## 04/13/2022 14:41:19 - INFO - __main__ - ########## test_sw_acc 0.6604790419161677 ########## 04/13/2022 14:41:28 - INFO - __main__ - ########## test_th_acc 0.6844311377245509 ########## 04/13/2022 14:41:37 - INFO - __main__ - ########## test_tr_acc 0.6940119760479042 ########## 04/13/2022 14:41:47 - INFO - __main__ - ########## test_ur_acc 0.6151696606786428 ########## 04/13/2022 14:41:56 - INFO - __main__ - ########## test_vi_acc 0.7121756487025949 ########## 04/13/2022 14:42:05 - INFO - __main__ - ########## test_zh_acc 0.7111776447105789 ########## 04/13/2022 14:42:05 - INFO - __main__ - val_ar_acc = 0.6975903614457831 04/13/2022 14:42:05 - INFO - __main__ - val_bg_acc = 0.7413654618473896 04/13/2022 14:42:05 - INFO - __main__ - val_de_acc = 0.7526104417670683 04/13/2022 14:42:05 - INFO - __main__ - val_el_acc = 0.7333333333333333 04/13/2022 14:42:05 - INFO - __main__ - val_en_acc = 0.8421686746987952 04/13/2022 14:42:05 - INFO - __main__ - val_es_acc = 0.7726907630522089 04/13/2022 14:42:05 - INFO - __main__ - val_fr_acc = 0.7610441767068273 04/13/2022 14:42:05 - INFO - __main__ - val_hi_acc = 0.6622489959839357 04/13/2022 14:42:05 - INFO - __main__ - val_ru_acc = 0.714859437751004 04/13/2022 14:42:05 - INFO - __main__ - val_sw_acc = 0.6493975903614457 04/13/2022 14:42:05 - INFO - __main__ - val_th_acc = 0.6835341365461848 04/13/2022 14:42:05 - INFO - __main__ - val_tr_acc = 0.6971887550200804 04/13/2022 14:42:05 - INFO - __main__ - val_ur_acc = 0.6172690763052209 04/13/2022 14:42:05 - INFO - __main__ - val_vi_acc = 0.7116465863453815 04/13/2022 14:42:05 - INFO - __main__ - val_zh_acc = 0.7220883534136546 04/13/2022 14:42:05 - INFO - __main__ - val_avg_acc = 0.7172690763052209 04/13/2022 14:42:05 - INFO - __main__ - test_ar_acc = 0.7021956087824351 04/13/2022 14:42:05 - INFO - __main__ - test_bg_acc = 0.7439121756487026 04/13/2022 14:42:05 - INFO - __main__ - test_de_acc = 0.7489021956087825 04/13/2022 14:42:05 - INFO - __main__ - test_el_acc = 0.729940119760479 04/13/2022 14:42:05 - INFO - __main__ - test_en_acc = 0.8459081836327346 04/13/2022 14:42:05 - INFO - __main__ - test_es_acc = 0.7692614770459082 04/13/2022 14:42:05 - INFO - __main__ - test_fr_acc = 0.7696606786427146 04/13/2022 14:42:05 - INFO - __main__ - test_hi_acc = 0.6530938123752495 04/13/2022 14:42:05 - INFO - __main__ - test_ru_acc = 0.7247504990019961 04/13/2022 14:42:05 - INFO - __main__ - test_sw_acc = 0.6604790419161677 04/13/2022 14:42:05 - INFO - __main__ - test_th_acc = 0.6844311377245509 04/13/2022 14:42:05 - INFO - __main__ - test_tr_acc = 0.6940119760479042 04/13/2022 14:42:05 - INFO - __main__ - test_ur_acc = 0.6151696606786428 04/13/2022 14:42:05 - INFO - __main__ - test_vi_acc = 0.7121756487025949 04/13/2022 14:42:05 - INFO - __main__ - test_zh_acc = 0.7111776447105789 04/13/2022 14:42:05 - INFO - __main__ - test_avg_acc = 0.7176713240186294 04/13/2022 14:42:06 - INFO - utils - remove old ckpt: xnli_right_avg_new/ckpt/step-475000-test_avg_acc-0.7176713240186294-val_avg_acc-0.7172690763052209 04/13/2022 14:42:06 - INFO - __main__ - ********** Evaluating Done ********** 04/13/2022 14:42:11 - INFO - __main__ - global_steps 475050 loss: 0.06069824 04/13/2022 14:42:16 - INFO - __main__ - global_steps 475100 loss: 0.08658307 04/13/2022 14:42:21 - INFO - __main__ - global_steps 475150 loss: 0.11482695 04/13/2022 14:42:25 - INFO - __main__ - global_steps 475200 loss: 0.05739128 04/13/2022 14:42:30 - INFO - __main__ - global_steps 475250 loss: 0.10003733 04/13/2022 14:42:35 - INFO - __main__ - global_steps 475300 loss: 0.05911630 04/13/2022 14:42:40 - INFO - __main__ - global_steps 475350 loss: 0.07594676 04/13/2022 14:42:45 - INFO - __main__ - global_steps 475400 loss: 0.10116276 04/13/2022 14:42:50 - INFO - __main__ - global_steps 475450 loss: 0.05956388 04/13/2022 14:42:54 - INFO - __main__ - global_steps 475500 loss: 0.09179718 04/13/2022 14:42:59 - INFO - __main__ - global_steps 475550 loss: 0.09974834 04/13/2022 14:43:04 - INFO - __main__ - global_steps 475600 loss: 0.14042648 04/13/2022 14:43:09 - INFO - __main__ - global_steps 475650 loss: 0.12534227 04/13/2022 14:43:14 - INFO - __main__ - global_steps 475700 loss: 0.08025796 04/13/2022 14:43:18 - INFO - __main__ - global_steps 475750 loss: 0.08566745 04/13/2022 14:43:23 - INFO - __main__ - global_steps 475800 loss: 0.05293914 04/13/2022 14:43:27 - INFO - __main__ - global_steps 475850 loss: 0.04260349 04/13/2022 14:43:32 - INFO - __main__ - global_steps 475900 loss: 0.09043971 04/13/2022 14:43:36 - INFO - __main__ - global_steps 475950 loss: 0.12663641 04/13/2022 14:43:41 - INFO - __main__ - global_steps 476000 loss: 0.09823477 04/13/2022 14:43:46 - INFO - __main__ - global_steps 476050 loss: 0.09710355 04/13/2022 14:43:50 - INFO - __main__ - global_steps 476100 loss: 0.07435863 04/13/2022 14:43:55 - INFO - __main__ - global_steps 476150 loss: 0.07258033 04/13/2022 14:44:00 - INFO - __main__ - global_steps 476200 loss: 0.07042840 04/13/2022 14:44:05 - INFO - __main__ - global_steps 476250 loss: 0.07166931 04/13/2022 14:44:09 - INFO - __main__ - global_steps 476300 loss: 0.06984149 04/13/2022 14:44:14 - INFO - __main__ - global_steps 476350 loss: 0.09099182 04/13/2022 14:44:19 - INFO - __main__ - global_steps 476400 loss: 0.07823230 04/13/2022 14:44:23 - INFO - __main__ - global_steps 476450 loss: 0.07602307 04/13/2022 14:44:28 - INFO - __main__ - global_steps 476500 loss: 0.06043640 04/13/2022 14:44:33 - INFO - __main__ - global_steps 476550 loss: 0.10171948 04/13/2022 14:44:38 - INFO - __main__ - global_steps 476600 loss: 0.09359743 04/13/2022 14:44:42 - INFO - __main__ - global_steps 476650 loss: 0.09079566 04/13/2022 14:44:47 - INFO - __main__ - global_steps 476700 loss: 0.06230513 04/13/2022 14:44:52 - INFO - __main__ - global_steps 476750 loss: 0.06644744 04/13/2022 14:44:56 - INFO - __main__ - global_steps 476800 loss: 0.07092810 04/13/2022 14:45:01 - INFO - __main__ - global_steps 476850 loss: 0.11253110 04/13/2022 14:45:06 - INFO - __main__ - global_steps 476900 loss: 0.10084724 04/13/2022 14:45:10 - INFO - __main__ - global_steps 476950 loss: 0.09924324 04/13/2022 14:45:15 - INFO - __main__ - global_steps 477000 loss: 0.06216975 04/13/2022 14:45:19 - INFO - __main__ - global_steps 477050 loss: 0.08508760 04/13/2022 14:45:24 - INFO - __main__ - global_steps 477100 loss: 0.04921084 04/13/2022 14:45:29 - INFO - __main__ - global_steps 477150 loss: 0.07391917 04/13/2022 14:45:33 - INFO - __main__ - global_steps 477200 loss: 0.12386548 04/13/2022 14:45:38 - INFO - __main__ - global_steps 477250 loss: 0.07869968 04/13/2022 14:45:43 - INFO - __main__ - global_steps 477300 loss: 0.09208817 04/13/2022 14:45:47 - INFO - __main__ - global_steps 477350 loss: 0.08189714 04/13/2022 14:45:52 - INFO - __main__ - global_steps 477400 loss: 0.10227106 04/13/2022 14:45:57 - INFO - __main__ - global_steps 477450 loss: 0.07486295 04/13/2022 14:46:01 - INFO - __main__ - global_steps 477500 loss: 0.05965043 04/13/2022 14:46:01 - INFO - __main__ - ********** Running evaluating ********** 04/13/2022 14:46:06 - INFO - __main__ - ########## val_ar_acc 0.6927710843373494 ########## 04/13/2022 14:46:10 - INFO - __main__ - ########## val_bg_acc 0.7345381526104418 ########## 04/13/2022 14:46:15 - INFO - __main__ - ########## val_de_acc 0.7449799196787149 ########## 04/13/2022 14:46:19 - INFO - __main__ - ########## val_el_acc 0.7333333333333333 ########## 04/13/2022 14:46:24 - INFO - __main__ - ########## val_en_acc 0.840562248995984 ########## 04/13/2022 14:46:28 - INFO - __main__ - ########## val_es_acc 0.7734939759036145 ########## 04/13/2022 14:46:33 - INFO - __main__ - ########## val_fr_acc 0.7522088353413655 ########## 04/13/2022 14:46:37 - INFO - __main__ - ########## val_hi_acc 0.6526104417670683 ########## 04/13/2022 14:46:42 - INFO - __main__ - ########## val_ru_acc 0.7060240963855422 ########## 04/13/2022 14:46:47 - INFO - __main__ - ########## val_sw_acc 0.6381526104417671 ########## 04/13/2022 14:46:51 - INFO - __main__ - ########## val_th_acc 0.6887550200803213 ########## 04/13/2022 14:46:56 - INFO - __main__ - ########## val_tr_acc 0.695582329317269 ########## 04/13/2022 14:47:00 - INFO - __main__ - ########## val_ur_acc 0.6088353413654618 ########## 04/13/2022 14:47:05 - INFO - __main__ - ########## val_vi_acc 0.7096385542168675 ########## 04/13/2022 14:47:09 - INFO - __main__ - ########## val_zh_acc 0.7224899598393574 ########## 04/13/2022 14:47:18 - INFO - __main__ - ########## test_ar_acc 0.6986027944111777 ########## 04/13/2022 14:47:28 - INFO - __main__ - ########## test_bg_acc 0.7409181636726547 ########## 04/13/2022 14:47:37 - INFO - __main__ - ########## test_de_acc 0.7447105788423154 ########## 04/13/2022 14:47:47 - INFO - __main__ - ########## test_el_acc 0.7235528942115769 ########## 04/13/2022 14:47:56 - INFO - __main__ - ########## test_en_acc 0.8427145708582834 ########## 04/13/2022 14:48:05 - INFO - __main__ - ########## test_es_acc 0.7722554890219561 ########## 04/13/2022 14:48:14 - INFO - __main__ - ########## test_fr_acc 0.7692614770459082 ########## 04/13/2022 14:48:24 - INFO - __main__ - ########## test_hi_acc 0.6463073852295409 ########## 04/13/2022 14:48:34 - INFO - __main__ - ########## test_ru_acc 0.7191616766467066 ########## 04/13/2022 14:48:43 - INFO - __main__ - ########## test_sw_acc 0.6518962075848304 ########## 04/13/2022 14:48:52 - INFO - __main__ - ########## test_th_acc 0.6808383233532934 ########## 04/13/2022 14:49:00 - INFO - __main__ - ########## test_tr_acc 0.6858283433133733 ########## 04/13/2022 14:49:10 - INFO - __main__ - ########## test_ur_acc 0.6147704590818364 ########## 04/13/2022 14:49:19 - INFO - __main__ - ########## test_vi_acc 0.7121756487025949 ########## 04/13/2022 14:49:28 - INFO - __main__ - ########## test_zh_acc 0.7085828343313373 ########## 04/13/2022 14:49:28 - INFO - __main__ - val_ar_acc = 0.6927710843373494 04/13/2022 14:49:28 - INFO - __main__ - val_bg_acc = 0.7345381526104418 04/13/2022 14:49:28 - INFO - __main__ - val_de_acc = 0.7449799196787149 04/13/2022 14:49:28 - INFO - __main__ - val_el_acc = 0.7333333333333333 04/13/2022 14:49:28 - INFO - __main__ - val_en_acc = 0.840562248995984 04/13/2022 14:49:28 - INFO - __main__ - val_es_acc = 0.7734939759036145 04/13/2022 14:49:28 - INFO - __main__ - val_fr_acc = 0.7522088353413655 04/13/2022 14:49:28 - INFO - __main__ - val_hi_acc = 0.6526104417670683 04/13/2022 14:49:28 - INFO - __main__ - val_ru_acc = 0.7060240963855422 04/13/2022 14:49:28 - INFO - __main__ - val_sw_acc = 0.6381526104417671 04/13/2022 14:49:28 - INFO - __main__ - val_th_acc = 0.6887550200803213 04/13/2022 14:49:28 - INFO - __main__ - val_tr_acc = 0.695582329317269 04/13/2022 14:49:28 - INFO - __main__ - val_ur_acc = 0.6088353413654618 04/13/2022 14:49:28 - INFO - __main__ - val_vi_acc = 0.7096385542168675 04/13/2022 14:49:28 - INFO - __main__ - val_zh_acc = 0.7224899598393574 04/13/2022 14:49:28 - INFO - __main__ - val_avg_acc = 0.7129317269076305 04/13/2022 14:49:28 - INFO - __main__ - test_ar_acc = 0.6986027944111777 04/13/2022 14:49:28 - INFO - __main__ - test_bg_acc = 0.7409181636726547 04/13/2022 14:49:28 - INFO - __main__ - test_de_acc = 0.7447105788423154 04/13/2022 14:49:28 - INFO - __main__ - test_el_acc = 0.7235528942115769 04/13/2022 14:49:28 - INFO - __main__ - test_en_acc = 0.8427145708582834 04/13/2022 14:49:28 - INFO - __main__ - test_es_acc = 0.7722554890219561 04/13/2022 14:49:28 - INFO - __main__ - test_fr_acc = 0.7692614770459082 04/13/2022 14:49:28 - INFO - __main__ - test_hi_acc = 0.6463073852295409 04/13/2022 14:49:28 - INFO - __main__ - test_ru_acc = 0.7191616766467066 04/13/2022 14:49:28 - INFO - __main__ - test_sw_acc = 0.6518962075848304 04/13/2022 14:49:28 - INFO - __main__ - test_th_acc = 0.6808383233532934 04/13/2022 14:49:28 - INFO - __main__ - test_tr_acc = 0.6858283433133733 04/13/2022 14:49:28 - INFO - __main__ - test_ur_acc = 0.6147704590818364 04/13/2022 14:49:28 - INFO - __main__ - test_vi_acc = 0.7121756487025949 04/13/2022 14:49:28 - INFO - __main__ - test_zh_acc = 0.7085828343313373 04/13/2022 14:49:28 - INFO - __main__ - test_avg_acc = 0.7141051230871589 04/13/2022 14:49:29 - INFO - utils - remove old ckpt: xnli_right_avg_new/ckpt/step-477500-test_avg_acc-0.7141051230871589-val_avg_acc-0.7129317269076305 04/13/2022 14:49:29 - INFO - __main__ - ********** Evaluating Done ********** 04/13/2022 14:49:34 - INFO - __main__ - global_steps 477550 loss: 0.10000553 04/13/2022 14:49:39 - INFO - __main__ - global_steps 477600 loss: 0.08561568 04/13/2022 14:49:44 - INFO - __main__ - global_steps 477650 loss: 0.10947186 04/13/2022 14:49:48 - INFO - __main__ - global_steps 477700 loss: 0.05446094 04/13/2022 14:49:53 - INFO - __main__ - global_steps 477750 loss: 0.06388978 04/13/2022 14:49:58 - INFO - __main__ - global_steps 477800 loss: 0.05626234 04/13/2022 14:50:03 - INFO - __main__ - global_steps 477850 loss: 0.08554853 04/13/2022 14:50:07 - INFO - __main__ - global_steps 477900 loss: 0.06459201 04/13/2022 14:50:12 - INFO - __main__ - global_steps 477950 loss: 0.11803854 04/13/2022 14:50:17 - INFO - __main__ - global_steps 478000 loss: 0.07018436 04/13/2022 14:50:22 - INFO - __main__ - global_steps 478050 loss: 0.04817269 04/13/2022 14:50:26 - INFO - __main__ - global_steps 478100 loss: 0.06672869 04/13/2022 14:50:31 - INFO - __main__ - global_steps 478150 loss: 0.09433656 04/13/2022 14:50:36 - INFO - __main__ - global_steps 478200 loss: 0.13052074 04/13/2022 14:50:40 - INFO - __main__ - global_steps 478250 loss: 0.07034729 04/13/2022 14:50:45 - INFO - __main__ - global_steps 478300 loss: 0.08158638 04/13/2022 14:50:50 - INFO - __main__ - global_steps 478350 loss: 0.04048631 04/13/2022 14:50:54 - INFO - __main__ - global_steps 478400 loss: 0.10226883 04/13/2022 14:50:59 - INFO - __main__ - global_steps 478450 loss: 0.09546548 04/13/2022 14:51:04 - INFO - __main__ - global_steps 478500 loss: 0.08828226 04/13/2022 14:51:09 - INFO - __main__ - global_steps 478550 loss: 0.08062098 04/13/2022 14:51:13 - INFO - __main__ - global_steps 478600 loss: 0.11665827 04/13/2022 14:51:18 - INFO - __main__ - global_steps 478650 loss: 0.11565826 04/13/2022 14:51:23 - INFO - __main__ - global_steps 478700 loss: 0.12231325 04/13/2022 14:51:27 - INFO - __main__ - global_steps 478750 loss: 0.10923197 04/13/2022 14:51:32 - INFO - __main__ - global_steps 478800 loss: 0.05783462 04/13/2022 14:51:37 - INFO - __main__ - global_steps 478850 loss: 0.08465182 04/13/2022 14:51:42 - INFO - __main__ - global_steps 478900 loss: 0.09163894 04/13/2022 14:51:46 - INFO - __main__ - global_steps 478950 loss: 0.07929494 04/13/2022 14:51:51 - INFO - __main__ - global_steps 479000 loss: 0.12074119 04/13/2022 14:51:56 - INFO - __main__ - global_steps 479050 loss: 0.05544316 04/13/2022 14:52:01 - INFO - __main__ - global_steps 479100 loss: 0.12778558 04/13/2022 14:52:05 - INFO - __main__ - global_steps 479150 loss: 0.06417465 04/13/2022 14:52:10 - INFO - __main__ - global_steps 479200 loss: 0.05893865 04/13/2022 14:52:15 - INFO - __main__ - global_steps 479250 loss: 0.07401857 04/13/2022 14:52:19 - INFO - __main__ - global_steps 479300 loss: 0.09343994 04/13/2022 14:52:24 - INFO - __main__ - global_steps 479350 loss: 0.05777928 04/13/2022 14:52:29 - INFO - __main__ - global_steps 479400 loss: 0.06001974 04/13/2022 14:52:34 - INFO - __main__ - global_steps 479450 loss: 0.06930056 04/13/2022 14:52:38 - INFO - __main__ - global_steps 479500 loss: 0.07177437 04/13/2022 14:52:43 - INFO - __main__ - global_steps 479550 loss: 0.06950311 04/13/2022 14:52:48 - INFO - __main__ - global_steps 479600 loss: 0.07005308 04/13/2022 14:52:52 - INFO - __main__ - global_steps 479650 loss: 0.10305688 04/13/2022 14:52:57 - INFO - __main__ - global_steps 479700 loss: 0.08797658 04/13/2022 14:53:02 - INFO - __main__ - global_steps 479750 loss: 0.05202357 04/13/2022 14:53:07 - INFO - __main__ - global_steps 479800 loss: 0.09163798 04/13/2022 14:53:11 - INFO - __main__ - global_steps 479850 loss: 0.12167231 04/13/2022 14:53:16 - INFO - __main__ - global_steps 479900 loss: 0.07284036 04/13/2022 14:53:21 - INFO - __main__ - global_steps 479950 loss: 0.06528022 04/13/2022 14:53:25 - INFO - __main__ - global_steps 480000 loss: 0.09718099 04/13/2022 14:53:25 - INFO - __main__ - ********** Running evaluating ********** 04/13/2022 14:53:30 - INFO - __main__ - ########## val_ar_acc 0.6903614457831325 ########## 04/13/2022 14:53:34 - INFO - __main__ - ########## val_bg_acc 0.7289156626506024 ########## 04/13/2022 14:53:39 - INFO - __main__ - ########## val_de_acc 0.7461847389558233 ########## 04/13/2022 14:53:44 - INFO - __main__ - ########## val_el_acc 0.7309236947791165 ########## 04/13/2022 14:53:48 - INFO - __main__ - ########## val_en_acc 0.840562248995984 ########## 04/13/2022 14:53:53 - INFO - __main__ - ########## val_es_acc 0.772289156626506 ########## 04/13/2022 14:53:57 - INFO - __main__ - ########## val_fr_acc 0.7606425702811245 ########## 04/13/2022 14:54:02 - INFO - __main__ - ########## val_hi_acc 0.6578313253012048 ########## 04/13/2022 14:54:07 - INFO - __main__ - ########## val_ru_acc 0.7116465863453815 ########## 04/13/2022 14:54:11 - INFO - __main__ - ########## val_sw_acc 0.642570281124498 ########## 04/13/2022 14:54:16 - INFO - __main__ - ########## val_th_acc 0.6775100401606425 ########## 04/13/2022 14:54:20 - INFO - __main__ - ########## val_tr_acc 0.7016064257028113 ########## 04/13/2022 14:54:25 - INFO - __main__ - ########## val_ur_acc 0.6116465863453815 ########## 04/13/2022 14:54:29 - INFO - __main__ - ########## val_vi_acc 0.7068273092369478 ########## 04/13/2022 14:54:34 - INFO - __main__ - ########## val_zh_acc 0.7228915662650602 ########## 04/13/2022 14:54:42 - INFO - __main__ - ########## test_ar_acc 0.6972055888223553 ########## 04/13/2022 14:54:51 - INFO - __main__ - ########## test_bg_acc 0.7377245508982035 ########## 04/13/2022 14:55:01 - INFO - __main__ - ########## test_de_acc 0.7451097804391218 ########## 04/13/2022 14:55:10 - INFO - __main__ - ########## test_el_acc 0.7251497005988023 ########## 04/13/2022 14:55:19 - INFO - __main__ - ########## test_en_acc 0.8393213572854291 ########## 04/13/2022 14:55:28 - INFO - __main__ - ########## test_es_acc 0.7702594810379242 ########## 04/13/2022 14:55:38 - INFO - __main__ - ########## test_fr_acc 0.7686626746506986 ########## 04/13/2022 14:55:48 - INFO - __main__ - ########## test_hi_acc 0.6510978043912176 ########## 04/13/2022 14:55:57 - INFO - __main__ - ########## test_ru_acc 0.7227544910179641 ########## 04/13/2022 14:56:06 - INFO - __main__ - ########## test_sw_acc 0.6500998003992016 ########## 04/13/2022 14:56:15 - INFO - __main__ - ########## test_th_acc 0.6746506986027944 ########## 04/13/2022 14:56:24 - INFO - __main__ - ########## test_tr_acc 0.6878243512974052 ########## 04/13/2022 14:56:34 - INFO - __main__ - ########## test_ur_acc 0.6121756487025948 ########## 04/13/2022 14:56:43 - INFO - __main__ - ########## test_vi_acc 0.7143712574850299 ########## 04/13/2022 14:56:52 - INFO - __main__ - ########## test_zh_acc 0.7105788423153693 ########## 04/13/2022 14:56:52 - INFO - __main__ - val_ar_acc = 0.6903614457831325 04/13/2022 14:56:52 - INFO - __main__ - val_bg_acc = 0.7289156626506024 04/13/2022 14:56:52 - INFO - __main__ - val_de_acc = 0.7461847389558233 04/13/2022 14:56:52 - INFO - __main__ - val_el_acc = 0.7309236947791165 04/13/2022 14:56:52 - INFO - __main__ - val_en_acc = 0.840562248995984 04/13/2022 14:56:52 - INFO - __main__ - val_es_acc = 0.772289156626506 04/13/2022 14:56:52 - INFO - __main__ - val_fr_acc = 0.7606425702811245 04/13/2022 14:56:52 - INFO - __main__ - val_hi_acc = 0.6578313253012048 04/13/2022 14:56:52 - INFO - __main__ - val_ru_acc = 0.7116465863453815 04/13/2022 14:56:52 - INFO - __main__ - val_sw_acc = 0.642570281124498 04/13/2022 14:56:52 - INFO - __main__ - val_th_acc = 0.6775100401606425 04/13/2022 14:56:52 - INFO - __main__ - val_tr_acc = 0.7016064257028113 04/13/2022 14:56:52 - INFO - __main__ - val_ur_acc = 0.6116465863453815 04/13/2022 14:56:52 - INFO - __main__ - val_vi_acc = 0.7068273092369478 04/13/2022 14:56:52 - INFO - __main__ - val_zh_acc = 0.7228915662650602 04/13/2022 14:56:52 - INFO - __main__ - val_avg_acc = 0.7134939759036144 04/13/2022 14:56:52 - INFO - __main__ - test_ar_acc = 0.6972055888223553 04/13/2022 14:56:52 - INFO - __main__ - test_bg_acc = 0.7377245508982035 04/13/2022 14:56:52 - INFO - __main__ - test_de_acc = 0.7451097804391218 04/13/2022 14:56:52 - INFO - __main__ - test_el_acc = 0.7251497005988023 04/13/2022 14:56:52 - INFO - __main__ - test_en_acc = 0.8393213572854291 04/13/2022 14:56:52 - INFO - __main__ - test_es_acc = 0.7702594810379242 04/13/2022 14:56:52 - INFO - __main__ - test_fr_acc = 0.7686626746506986 04/13/2022 14:56:52 - INFO - __main__ - test_hi_acc = 0.6510978043912176 04/13/2022 14:56:52 - INFO - __main__ - test_ru_acc = 0.7227544910179641 04/13/2022 14:56:52 - INFO - __main__ - test_sw_acc = 0.6500998003992016 04/13/2022 14:56:52 - INFO - __main__ - test_th_acc = 0.6746506986027944 04/13/2022 14:56:52 - INFO - __main__ - test_tr_acc = 0.6878243512974052 04/13/2022 14:56:52 - INFO - __main__ - test_ur_acc = 0.6121756487025948 04/13/2022 14:56:52 - INFO - __main__ - test_vi_acc = 0.7143712574850299 04/13/2022 14:56:52 - INFO - __main__ - test_zh_acc = 0.7105788423153693 04/13/2022 14:56:52 - INFO - __main__ - test_avg_acc = 0.7137990685296074 04/13/2022 14:56:53 - INFO - utils - remove old ckpt: xnli_right_avg_new/ckpt/step-480000-test_avg_acc-0.7137990685296074-val_avg_acc-0.7134939759036144 04/13/2022 14:56:53 - INFO - __main__ - ********** Evaluating Done ********** 04/13/2022 14:56:58 - INFO - __main__ - global_steps 480050 loss: 0.11923426 04/13/2022 14:57:02 - INFO - __main__ - global_steps 480100 loss: 0.07084625 04/13/2022 14:57:07 - INFO - __main__ - global_steps 480150 loss: 0.09012422 04/13/2022 14:57:11 - INFO - __main__ - global_steps 480200 loss: 0.08246249 04/13/2022 14:57:16 - INFO - __main__ - global_steps 480250 loss: 0.07645317 04/13/2022 14:57:21 - INFO - __main__ - global_steps 480300 loss: 0.06510048 04/13/2022 14:57:25 - INFO - __main__ - global_steps 480350 loss: 0.07236580 04/13/2022 14:57:30 - INFO - __main__ - global_steps 480400 loss: 0.07426575 04/13/2022 14:57:35 - INFO - __main__ - global_steps 480450 loss: 0.06290693 04/13/2022 14:57:39 - INFO - __main__ - global_steps 480500 loss: 0.06350325 04/13/2022 14:57:44 - INFO - __main__ - global_steps 480550 loss: 0.10194318 04/13/2022 14:57:48 - INFO - __main__ - global_steps 480600 loss: 0.08425986 04/13/2022 14:57:53 - INFO - __main__ - global_steps 480650 loss: 0.07704300 04/13/2022 14:57:58 - INFO - __main__ - global_steps 480700 loss: 0.06216249 04/13/2022 14:58:03 - INFO - __main__ - global_steps 480750 loss: 0.04728650 04/13/2022 14:58:07 - INFO - __main__ - global_steps 480800 loss: 0.05650692 04/13/2022 14:58:12 - INFO - __main__ - global_steps 480850 loss: 0.05788978 04/13/2022 14:58:17 - INFO - __main__ - global_steps 480900 loss: 0.07644309 04/13/2022 14:58:22 - INFO - __main__ - global_steps 480950 loss: 0.07176508 04/13/2022 14:58:26 - INFO - __main__ - global_steps 481000 loss: 0.08023129 04/13/2022 14:58:31 - INFO - __main__ - global_steps 481050 loss: 0.09882626 04/13/2022 14:58:35 - INFO - __main__ - global_steps 481100 loss: 0.07881263 04/13/2022 14:58:40 - INFO - __main__ - global_steps 481150 loss: 0.06219110 04/13/2022 14:58:45 - INFO - __main__ - global_steps 481200 loss: 0.07964912 04/13/2022 14:58:50 - INFO - __main__ - global_steps 481250 loss: 0.08043224 04/13/2022 14:58:54 - INFO - __main__ - global_steps 481300 loss: 0.11766313 04/13/2022 14:58:59 - INFO - __main__ - global_steps 481350 loss: 0.08358359 04/13/2022 14:59:03 - INFO - __main__ - global_steps 481400 loss: 0.09962826 04/13/2022 14:59:08 - INFO - __main__ - global_steps 481450 loss: 0.09612137 04/13/2022 14:59:13 - INFO - __main__ - global_steps 481500 loss: 0.09468522 04/13/2022 14:59:17 - INFO - __main__ - global_steps 481550 loss: 0.05239027 04/13/2022 14:59:22 - INFO - __main__ - global_steps 481600 loss: 0.11236638 04/13/2022 14:59:27 - INFO - __main__ - global_steps 481650 loss: 0.07237598 04/13/2022 14:59:31 - INFO - __main__ - global_steps 481700 loss: 0.07888248 04/13/2022 14:59:36 - INFO - __main__ - global_steps 481750 loss: 0.11787582 04/13/2022 14:59:41 - INFO - __main__ - global_steps 481800 loss: 0.08571320 04/13/2022 14:59:46 - INFO - __main__ - global_steps 481850 loss: 0.05765270 04/13/2022 14:59:50 - INFO - __main__ - global_steps 481900 loss: 0.08130917 04/13/2022 14:59:55 - INFO - __main__ - global_steps 481950 loss: 0.04959334 04/13/2022 15:00:00 - INFO - __main__ - global_steps 482000 loss: 0.09136533 04/13/2022 15:00:04 - INFO - __main__ - global_steps 482050 loss: 0.09112354 04/13/2022 15:00:09 - INFO - __main__ - global_steps 482100 loss: 0.07381847 04/13/2022 15:00:14 - INFO - __main__ - global_steps 482150 loss: 0.09034550 04/13/2022 15:00:19 - INFO - __main__ - global_steps 482200 loss: 0.10880762 04/13/2022 15:00:23 - INFO - __main__ - global_steps 482250 loss: 0.08650066 04/13/2022 15:00:28 - INFO - __main__ - global_steps 482300 loss: 0.05025212 04/13/2022 15:00:33 - INFO - __main__ - global_steps 482350 loss: 0.07751461 04/13/2022 15:00:38 - INFO - __main__ - global_steps 482400 loss: 0.08656251 04/13/2022 15:00:42 - INFO - __main__ - global_steps 482450 loss: 0.08641059 04/13/2022 15:00:47 - INFO - __main__ - global_steps 482500 loss: 0.07628356 04/13/2022 15:00:47 - INFO - __main__ - ********** Running evaluating ********** 04/13/2022 15:00:51 - INFO - __main__ - ########## val_ar_acc 0.6746987951807228 ########## 04/13/2022 15:00:56 - INFO - __main__ - ########## val_bg_acc 0.7337349397590361 ########## 04/13/2022 15:01:00 - INFO - __main__ - ########## val_de_acc 0.7465863453815261 ########## 04/13/2022 15:01:05 - INFO - __main__ - ########## val_el_acc 0.7232931726907631 ########## 04/13/2022 15:01:09 - INFO - __main__ - ########## val_en_acc 0.8409638554216867 ########## 04/13/2022 15:01:14 - INFO - __main__ - ########## val_es_acc 0.7654618473895582 ########## 04/13/2022 15:01:19 - INFO - __main__ - ########## val_fr_acc 0.7578313253012048 ########## 04/13/2022 15:01:23 - INFO - __main__ - ########## val_hi_acc 0.6421686746987951 ########## 04/13/2022 15:01:28 - INFO - __main__ - ########## val_ru_acc 0.7060240963855422 ########## 04/13/2022 15:01:33 - INFO - __main__ - ########## val_sw_acc 0.6385542168674698 ########## 04/13/2022 15:01:37 - INFO - __main__ - ########## val_th_acc 0.6718875502008033 ########## 04/13/2022 15:01:41 - INFO - __main__ - ########## val_tr_acc 0.6863453815261045 ########## 04/13/2022 15:01:46 - INFO - __main__ - ########## val_ur_acc 0.6052208835341365 ########## 04/13/2022 15:01:51 - INFO - __main__ - ########## val_vi_acc 0.7060240963855422 ########## 04/13/2022 15:01:55 - INFO - __main__ - ########## val_zh_acc 0.7168674698795181 ########## 04/13/2022 15:02:04 - INFO - __main__ - ########## test_ar_acc 0.6934131736526946 ########## 04/13/2022 15:02:14 - INFO - __main__ - ########## test_bg_acc 0.7367265469061877 ########## 04/13/2022 15:02:23 - INFO - __main__ - ########## test_de_acc 0.7441117764471058 ########## 04/13/2022 15:02:32 - INFO - __main__ - ########## test_el_acc 0.717564870259481 ########## 04/13/2022 15:02:41 - INFO - __main__ - ########## test_en_acc 0.8377245508982036 ########## 04/13/2022 15:02:50 - INFO - __main__ - ########## test_es_acc 0.7660678642714571 ########## 04/13/2022 15:02:59 - INFO - __main__ - ########## test_fr_acc 0.7652694610778443 ########## 04/13/2022 15:03:09 - INFO - __main__ - ########## test_hi_acc 0.6477045908183633 ########## 04/13/2022 15:03:19 - INFO - __main__ - ########## test_ru_acc 0.7169660678642714 ########## 04/13/2022 15:03:27 - INFO - __main__ - ########## test_sw_acc 0.6453093812375249 ########## 04/13/2022 15:03:36 - INFO - __main__ - ########## test_th_acc 0.6698602794411178 ########## 04/13/2022 15:03:45 - INFO - __main__ - ########## test_tr_acc 0.6806387225548902 ########## 04/13/2022 15:03:55 - INFO - __main__ - ########## test_ur_acc 0.6131736526946108 ########## 04/13/2022 15:04:04 - INFO - __main__ - ########## test_vi_acc 0.7047904191616766 ########## 04/13/2022 15:04:13 - INFO - __main__ - ########## test_zh_acc 0.707185628742515 ########## 04/13/2022 15:04:13 - INFO - __main__ - val_ar_acc = 0.6746987951807228 04/13/2022 15:04:13 - INFO - __main__ - val_bg_acc = 0.7337349397590361 04/13/2022 15:04:13 - INFO - __main__ - val_de_acc = 0.7465863453815261 04/13/2022 15:04:13 - INFO - __main__ - val_el_acc = 0.7232931726907631 04/13/2022 15:04:13 - INFO - __main__ - val_en_acc = 0.8409638554216867 04/13/2022 15:04:13 - INFO - __main__ - val_es_acc = 0.7654618473895582 04/13/2022 15:04:13 - INFO - __main__ - val_fr_acc = 0.7578313253012048 04/13/2022 15:04:13 - INFO - __main__ - val_hi_acc = 0.6421686746987951 04/13/2022 15:04:13 - INFO - __main__ - val_ru_acc = 0.7060240963855422 04/13/2022 15:04:13 - INFO - __main__ - val_sw_acc = 0.6385542168674698 04/13/2022 15:04:13 - INFO - __main__ - val_th_acc = 0.6718875502008033 04/13/2022 15:04:13 - INFO - __main__ - val_tr_acc = 0.6863453815261045 04/13/2022 15:04:13 - INFO - __main__ - val_ur_acc = 0.6052208835341365 04/13/2022 15:04:13 - INFO - __main__ - val_vi_acc = 0.7060240963855422 04/13/2022 15:04:13 - INFO - __main__ - val_zh_acc = 0.7168674698795181 04/13/2022 15:04:13 - INFO - __main__ - val_avg_acc = 0.707710843373494 04/13/2022 15:04:13 - INFO - __main__ - test_ar_acc = 0.6934131736526946 04/13/2022 15:04:13 - INFO - __main__ - test_bg_acc = 0.7367265469061877 04/13/2022 15:04:13 - INFO - __main__ - test_de_acc = 0.7441117764471058 04/13/2022 15:04:13 - INFO - __main__ - test_el_acc = 0.717564870259481 04/13/2022 15:04:13 - INFO - __main__ - test_en_acc = 0.8377245508982036 04/13/2022 15:04:13 - INFO - __main__ - test_es_acc = 0.7660678642714571 04/13/2022 15:04:13 - INFO - __main__ - test_fr_acc = 0.7652694610778443 04/13/2022 15:04:13 - INFO - __main__ - test_hi_acc = 0.6477045908183633 04/13/2022 15:04:13 - INFO - __main__ - test_ru_acc = 0.7169660678642714 04/13/2022 15:04:13 - INFO - __main__ - test_sw_acc = 0.6453093812375249 04/13/2022 15:04:13 - INFO - __main__ - test_th_acc = 0.6698602794411178 04/13/2022 15:04:13 - INFO - __main__ - test_tr_acc = 0.6806387225548902 04/13/2022 15:04:13 - INFO - __main__ - test_ur_acc = 0.6131736526946108 04/13/2022 15:04:13 - INFO - __main__ - test_vi_acc = 0.7047904191616766 04/13/2022 15:04:13 - INFO - __main__ - test_zh_acc = 0.707185628742515 04/13/2022 15:04:13 - INFO - __main__ - test_avg_acc = 0.7097671324018631 04/13/2022 15:04:14 - INFO - utils - remove old ckpt: xnli_right_avg_new/ckpt/step-482500-test_avg_acc-0.7097671324018631-val_avg_acc-0.707710843373494 04/13/2022 15:04:14 - INFO - __main__ - ********** Evaluating Done ********** 04/13/2022 15:04:19 - INFO - __main__ - global_steps 482550 loss: 0.10357406 04/13/2022 15:04:24 - INFO - __main__ - global_steps 482600 loss: 0.07697595 04/13/2022 15:04:29 - INFO - __main__ - global_steps 482650 loss: 0.06419042 04/13/2022 15:04:33 - INFO - __main__ - global_steps 482700 loss: 0.11104608 04/13/2022 15:04:38 - INFO - __main__ - global_steps 482750 loss: 0.05657709 04/13/2022 15:04:43 - INFO - __main__ - global_steps 482800 loss: 0.05610830 04/13/2022 15:04:47 - INFO - __main__ - global_steps 482850 loss: 0.04926984 04/13/2022 15:04:52 - INFO - __main__ - global_steps 482900 loss: 0.05332993 04/13/2022 15:04:57 - INFO - __main__ - global_steps 482950 loss: 0.09257995 04/13/2022 15:05:01 - INFO - __main__ - global_steps 483000 loss: 0.06554063 04/13/2022 15:05:06 - INFO - __main__ - global_steps 483050 loss: 0.07578787 04/13/2022 15:05:11 - INFO - __main__ - global_steps 483100 loss: 0.08031575 04/13/2022 15:05:16 - INFO - __main__ - global_steps 483150 loss: 0.08642127 04/13/2022 15:05:20 - INFO - __main__ - global_steps 483200 loss: 0.11893129 04/13/2022 15:05:25 - INFO - __main__ - global_steps 483250 loss: 0.10468644 04/13/2022 15:05:30 - INFO - __main__ - global_steps 483300 loss: 0.09673568 04/13/2022 15:05:34 - INFO - __main__ - global_steps 483350 loss: 0.08103463 04/13/2022 15:05:39 - INFO - __main__ - global_steps 483400 loss: 0.07353866 04/13/2022 15:05:44 - INFO - __main__ - global_steps 483450 loss: 0.10142152 04/13/2022 15:05:49 - INFO - __main__ - global_steps 483500 loss: 0.11003452 04/13/2022 15:05:53 - INFO - __main__ - global_steps 483550 loss: 0.09453553 04/13/2022 15:05:58 - INFO - __main__ - global_steps 483600 loss: 0.07718040 04/13/2022 15:06:03 - INFO - __main__ - global_steps 483650 loss: 0.09213764 04/13/2022 15:06:08 - INFO - __main__ - global_steps 483700 loss: 0.09302443 04/13/2022 15:06:12 - INFO - __main__ - global_steps 483750 loss: 0.04016396 04/13/2022 15:06:17 - INFO - __main__ - global_steps 483800 loss: 0.08809298 04/13/2022 15:06:22 - INFO - __main__ - global_steps 483850 loss: 0.09992762 04/13/2022 15:06:26 - INFO - __main__ - global_steps 483900 loss: 0.07312567 04/13/2022 15:06:31 - INFO - __main__ - global_steps 483950 loss: 0.09149523 04/13/2022 15:06:36 - INFO - __main__ - global_steps 484000 loss: 0.08636056 04/13/2022 15:06:41 - INFO - __main__ - global_steps 484050 loss: 0.06431160 04/13/2022 15:06:45 - INFO - __main__ - global_steps 484100 loss: 0.10426263 04/13/2022 15:06:49 - INFO - __main__ - global_steps 484150 loss: 0.11487436 04/13/2022 15:06:54 - INFO - __main__ - global_steps 484200 loss: 0.08592507 04/13/2022 15:06:58 - INFO - __main__ - global_steps 484250 loss: 0.10797555 04/13/2022 15:07:03 - INFO - __main__ - global_steps 484300 loss: 0.05809404 04/13/2022 15:07:08 - INFO - __main__ - global_steps 484350 loss: 0.10428041 04/13/2022 15:07:12 - INFO - __main__ - global_steps 484400 loss: 0.08670041 04/13/2022 15:07:17 - INFO - __main__ - global_steps 484450 loss: 0.07986440 04/13/2022 15:07:21 - INFO - __main__ - global_steps 484500 loss: 0.09759202 04/13/2022 15:07:26 - INFO - __main__ - global_steps 484550 loss: 0.08288523 04/13/2022 15:07:31 - INFO - __main__ - global_steps 484600 loss: 0.07708236 04/13/2022 15:07:35 - INFO - __main__ - global_steps 484650 loss: 0.06041703 04/13/2022 15:07:40 - INFO - __main__ - global_steps 484700 loss: 0.11396667 04/13/2022 15:07:45 - INFO - __main__ - global_steps 484750 loss: 0.05443321 04/13/2022 15:07:49 - INFO - __main__ - global_steps 484800 loss: 0.06615296 04/13/2022 15:07:54 - INFO - __main__ - global_steps 484850 loss: 0.05787289 04/13/2022 15:07:59 - INFO - __main__ - global_steps 484900 loss: 0.07909912 04/13/2022 15:08:03 - INFO - __main__ - global_steps 484950 loss: 0.08414806 04/13/2022 15:08:08 - INFO - __main__ - global_steps 485000 loss: 0.05422852 04/13/2022 15:08:08 - INFO - __main__ - ********** Running evaluating ********** 04/13/2022 15:08:13 - INFO - __main__ - ########## val_ar_acc 0.6951807228915663 ########## 04/13/2022 15:08:17 - INFO - __main__ - ########## val_bg_acc 0.7413654618473896 ########## 04/13/2022 15:08:22 - INFO - __main__ - ########## val_de_acc 0.7522088353413655 ########## 04/13/2022 15:08:26 - INFO - __main__ - ########## val_el_acc 0.7389558232931727 ########## 04/13/2022 15:08:31 - INFO - __main__ - ########## val_en_acc 0.8465863453815261 ########## 04/13/2022 15:08:35 - INFO - __main__ - ########## val_es_acc 0.7791164658634538 ########## 04/13/2022 15:08:40 - INFO - __main__ - ########## val_fr_acc 0.7698795180722892 ########## 04/13/2022 15:08:45 - INFO - __main__ - ########## val_hi_acc 0.6670682730923695 ########## 04/13/2022 15:08:50 - INFO - __main__ - ########## val_ru_acc 0.7184738955823293 ########## 04/13/2022 15:08:54 - INFO - __main__ - ########## val_sw_acc 0.648995983935743 ########## 04/13/2022 15:08:58 - INFO - __main__ - ########## val_th_acc 0.695582329317269 ########## 04/13/2022 15:09:03 - INFO - __main__ - ########## val_tr_acc 0.7004016064257028 ########## 04/13/2022 15:09:07 - INFO - __main__ - ########## val_ur_acc 0.6224899598393574 ########## 04/13/2022 15:09:12 - INFO - __main__ - ########## val_vi_acc 0.7172690763052209 ########## 04/13/2022 15:09:16 - INFO - __main__ - ########## val_zh_acc 0.7321285140562249 ########## 04/13/2022 15:09:25 - INFO - __main__ - ########## test_ar_acc 0.7077844311377246 ########## 04/13/2022 15:09:35 - INFO - __main__ - ########## test_bg_acc 0.7514970059880239 ########## 04/13/2022 15:09:44 - INFO - __main__ - ########## test_de_acc 0.7530938123752495 ########## 04/13/2022 15:09:53 - INFO - __main__ - ########## test_el_acc 0.7327345309381238 ########## 04/13/2022 15:10:02 - INFO - __main__ - ########## test_en_acc 0.8461077844311378 ########## 04/13/2022 15:10:11 - INFO - __main__ - ########## test_es_acc 0.7800399201596806 ########## 04/13/2022 15:10:21 - INFO - __main__ - ########## test_fr_acc 0.7744510978043913 ########## 04/13/2022 15:10:31 - INFO - __main__ - ########## test_hi_acc 0.6580838323353293 ########## 04/13/2022 15:10:40 - INFO - __main__ - ########## test_ru_acc 0.725748502994012 ########## 04/13/2022 15:10:49 - INFO - __main__ - ########## test_sw_acc 0.6652694610778443 ########## 04/13/2022 15:10:58 - INFO - __main__ - ########## test_th_acc 0.6862275449101797 ########## 04/13/2022 15:11:07 - INFO - __main__ - ########## test_tr_acc 0.693812375249501 ########## 04/13/2022 15:11:17 - INFO - __main__ - ########## test_ur_acc 0.6327345309381237 ########## 04/13/2022 15:11:25 - INFO - __main__ - ########## test_vi_acc 0.7167664670658682 ########## 04/13/2022 15:11:34 - INFO - __main__ - ########## test_zh_acc 0.7211576846307385 ########## 04/13/2022 15:11:34 - INFO - __main__ - val_ar_acc = 0.6951807228915663 04/13/2022 15:11:34 - INFO - __main__ - val_bg_acc = 0.7413654618473896 04/13/2022 15:11:34 - INFO - __main__ - val_de_acc = 0.7522088353413655 04/13/2022 15:11:34 - INFO - __main__ - val_el_acc = 0.7389558232931727 04/13/2022 15:11:34 - INFO - __main__ - val_en_acc = 0.8465863453815261 04/13/2022 15:11:34 - INFO - __main__ - val_es_acc = 0.7791164658634538 04/13/2022 15:11:34 - INFO - __main__ - val_fr_acc = 0.7698795180722892 04/13/2022 15:11:34 - INFO - __main__ - val_hi_acc = 0.6670682730923695 04/13/2022 15:11:34 - INFO - __main__ - val_ru_acc = 0.7184738955823293 04/13/2022 15:11:34 - INFO - __main__ - val_sw_acc = 0.648995983935743 04/13/2022 15:11:34 - INFO - __main__ - val_th_acc = 0.695582329317269 04/13/2022 15:11:34 - INFO - __main__ - val_tr_acc = 0.7004016064257028 04/13/2022 15:11:34 - INFO - __main__ - val_ur_acc = 0.6224899598393574 04/13/2022 15:11:34 - INFO - __main__ - val_vi_acc = 0.7172690763052209 04/13/2022 15:11:34 - INFO - __main__ - val_zh_acc = 0.7321285140562249 04/13/2022 15:11:34 - INFO - __main__ - val_avg_acc = 0.7217135207496654 04/13/2022 15:11:34 - INFO - __main__ - test_ar_acc = 0.7077844311377246 04/13/2022 15:11:34 - INFO - __main__ - test_bg_acc = 0.7514970059880239 04/13/2022 15:11:34 - INFO - __main__ - test_de_acc = 0.7530938123752495 04/13/2022 15:11:34 - INFO - __main__ - test_el_acc = 0.7327345309381238 04/13/2022 15:11:34 - INFO - __main__ - test_en_acc = 0.8461077844311378 04/13/2022 15:11:34 - INFO - __main__ - test_es_acc = 0.7800399201596806 04/13/2022 15:11:34 - INFO - __main__ - test_fr_acc = 0.7744510978043913 04/13/2022 15:11:34 - INFO - __main__ - test_hi_acc = 0.6580838323353293 04/13/2022 15:11:34 - INFO - __main__ - test_ru_acc = 0.725748502994012 04/13/2022 15:11:34 - INFO - __main__ - test_sw_acc = 0.6652694610778443 04/13/2022 15:11:34 - INFO - __main__ - test_th_acc = 0.6862275449101797 04/13/2022 15:11:34 - INFO - __main__ - test_tr_acc = 0.693812375249501 04/13/2022 15:11:34 - INFO - __main__ - test_ur_acc = 0.6327345309381237 04/13/2022 15:11:34 - INFO - __main__ - test_vi_acc = 0.7167664670658682 04/13/2022 15:11:34 - INFO - __main__ - test_zh_acc = 0.7211576846307385 04/13/2022 15:11:34 - INFO - __main__ - test_avg_acc = 0.7230339321357284 04/13/2022 15:11:35 - INFO - utils - remove old ckpt: xnli_right_avg_new/ckpt/step-485000-test_avg_acc-0.7230339321357284-val_avg_acc-0.7217135207496654 04/13/2022 15:11:35 - INFO - __main__ - ********** Evaluating Done ********** 04/13/2022 15:11:40 - INFO - __main__ - global_steps 485050 loss: 0.10142596 04/13/2022 15:11:44 - INFO - __main__ - global_steps 485100 loss: 0.06299593 04/13/2022 15:11:48 - INFO - __main__ - global_steps 485150 loss: 0.08585409 04/13/2022 15:11:53 - INFO - __main__ - global_steps 485200 loss: 0.10756272 04/13/2022 15:11:58 - INFO - __main__ - global_steps 485250 loss: 0.09828517 04/13/2022 15:12:03 - INFO - __main__ - global_steps 485300 loss: 0.09074298 04/13/2022 15:12:07 - INFO - __main__ - global_steps 485350 loss: 0.09494558 04/13/2022 15:12:12 - INFO - __main__ - global_steps 485400 loss: 0.08160588 04/13/2022 15:12:17 - INFO - __main__ - global_steps 485450 loss: 0.10708023 04/13/2022 15:12:21 - INFO - __main__ - global_steps 485500 loss: 0.04684273 04/13/2022 15:12:26 - INFO - __main__ - global_steps 485550 loss: 0.05069868 04/13/2022 15:12:31 - INFO - __main__ - global_steps 485600 loss: 0.10191896 04/13/2022 15:12:35 - INFO - __main__ - global_steps 485650 loss: 0.09740037 04/13/2022 15:12:40 - INFO - __main__ - global_steps 485700 loss: 0.09992340 04/13/2022 15:12:45 - INFO - __main__ - global_steps 485750 loss: 0.06853030 04/13/2022 15:12:49 - INFO - __main__ - global_steps 485800 loss: 0.10604172 04/13/2022 15:12:54 - INFO - __main__ - global_steps 485850 loss: 0.05353356 04/13/2022 15:12:59 - INFO - __main__ - global_steps 485900 loss: 0.11324441 04/13/2022 15:13:03 - INFO - __main__ - global_steps 485950 loss: 0.08994716 04/13/2022 15:13:08 - INFO - __main__ - global_steps 486000 loss: 0.03793115 04/13/2022 15:13:13 - INFO - __main__ - global_steps 486050 loss: 0.09228569 04/13/2022 15:13:17 - INFO - __main__ - global_steps 486100 loss: 0.08998307 04/13/2022 15:13:22 - INFO - __main__ - global_steps 486150 loss: 0.05714601 04/13/2022 15:13:27 - INFO - __main__ - global_steps 486200 loss: 0.08531921 04/13/2022 15:13:31 - INFO - __main__ - global_steps 486250 loss: 0.10376781 04/13/2022 15:13:36 - INFO - __main__ - global_steps 486300 loss: 0.07132780 04/13/2022 15:13:41 - INFO - __main__ - global_steps 486350 loss: 0.06796359 04/13/2022 15:13:45 - INFO - __main__ - global_steps 486400 loss: 0.06205335 04/13/2022 15:13:50 - INFO - __main__ - global_steps 486450 loss: 0.07976887 04/13/2022 15:13:55 - INFO - __main__ - global_steps 486500 loss: 0.11419418 04/13/2022 15:14:00 - INFO - __main__ - global_steps 486550 loss: 0.06450826 04/13/2022 15:14:04 - INFO - __main__ - global_steps 486600 loss: 0.12899259 04/13/2022 15:14:09 - INFO - __main__ - global_steps 486650 loss: 0.10130519 04/13/2022 15:14:14 - INFO - __main__ - global_steps 486700 loss: 0.11563118 04/13/2022 15:14:18 - INFO - __main__ - global_steps 486750 loss: 0.03205729 04/13/2022 15:14:23 - INFO - __main__ - global_steps 486800 loss: 0.08418795 04/13/2022 15:14:28 - INFO - __main__ - global_steps 486850 loss: 0.05940494 04/13/2022 15:14:33 - INFO - __main__ - global_steps 486900 loss: 0.10195164 04/13/2022 15:14:37 - INFO - __main__ - global_steps 486950 loss: 0.08997876 04/13/2022 15:14:42 - INFO - __main__ - global_steps 487000 loss: 0.03822712 04/13/2022 15:14:47 - INFO - __main__ - global_steps 487050 loss: 0.08171505 04/13/2022 15:14:51 - INFO - __main__ - global_steps 487100 loss: 0.04757571 04/13/2022 15:14:56 - INFO - __main__ - global_steps 487150 loss: 0.07189895 04/13/2022 15:15:01 - INFO - __main__ - global_steps 487200 loss: 0.11307328 04/13/2022 15:15:06 - INFO - __main__ - global_steps 487250 loss: 0.07602619 04/13/2022 15:15:10 - INFO - __main__ - global_steps 487300 loss: 0.10871933 04/13/2022 15:15:15 - INFO - __main__ - global_steps 487350 loss: 0.07371342 04/13/2022 15:15:20 - INFO - __main__ - global_steps 487400 loss: 0.07607688 04/13/2022 15:15:24 - INFO - __main__ - global_steps 487450 loss: 0.02930570 04/13/2022 15:15:29 - INFO - __main__ - global_steps 487500 loss: 0.08349610 04/13/2022 15:15:29 - INFO - __main__ - ********** Running evaluating ********** 04/13/2022 15:15:34 - INFO - __main__ - ########## val_ar_acc 0.695582329317269 ########## 04/13/2022 15:15:38 - INFO - __main__ - ########## val_bg_acc 0.7357429718875502 ########## 04/13/2022 15:15:43 - INFO - __main__ - ########## val_de_acc 0.7538152610441767 ########## 04/13/2022 15:15:47 - INFO - __main__ - ########## val_el_acc 0.7321285140562249 ########## 04/13/2022 15:15:52 - INFO - __main__ - ########## val_en_acc 0.8429718875502008 ########## 04/13/2022 15:15:56 - INFO - __main__ - ########## val_es_acc 0.7767068273092369 ########## 04/13/2022 15:16:01 - INFO - __main__ - ########## val_fr_acc 0.7674698795180723 ########## 04/13/2022 15:16:06 - INFO - __main__ - ########## val_hi_acc 0.6678714859437751 ########## 04/13/2022 15:16:11 - INFO - __main__ - ########## val_ru_acc 0.7192771084337349 ########## 04/13/2022 15:16:15 - INFO - __main__ - ########## val_sw_acc 0.6534136546184739 ########## 04/13/2022 15:16:19 - INFO - __main__ - ########## val_th_acc 0.685140562248996 ########## 04/13/2022 15:16:24 - INFO - __main__ - ########## val_tr_acc 0.6991967871485943 ########## 04/13/2022 15:16:29 - INFO - __main__ - ########## val_ur_acc 0.6160642570281124 ########## 04/13/2022 15:16:33 - INFO - __main__ - ########## val_vi_acc 0.7164658634538152 ########## 04/13/2022 15:16:38 - INFO - __main__ - ########## val_zh_acc 0.7317269076305221 ########## 04/13/2022 15:16:47 - INFO - __main__ - ########## test_ar_acc 0.7029940119760479 ########## 04/13/2022 15:16:56 - INFO - __main__ - ########## test_bg_acc 0.7479041916167665 ########## 04/13/2022 15:17:05 - INFO - __main__ - ########## test_de_acc 0.7580838323353294 ########## 04/13/2022 15:17:15 - INFO - __main__ - ########## test_el_acc 0.7351297405189621 ########## 04/13/2022 15:17:24 - INFO - __main__ - ########## test_en_acc 0.8445109780439122 ########## 04/13/2022 15:17:33 - INFO - __main__ - ########## test_es_acc 0.7776447105788423 ########## 04/13/2022 15:17:42 - INFO - __main__ - ########## test_fr_acc 0.7736526946107785 ########## 04/13/2022 15:17:52 - INFO - __main__ - ########## test_hi_acc 0.6570858283433134 ########## 04/13/2022 15:18:02 - INFO - __main__ - ########## test_ru_acc 0.729940119760479 ########## 04/13/2022 15:18:11 - INFO - __main__ - ########## test_sw_acc 0.656686626746507 ########## 04/13/2022 15:18:20 - INFO - __main__ - ########## test_th_acc 0.6874251497005988 ########## 04/13/2022 15:18:29 - INFO - __main__ - ########## test_tr_acc 0.6906187624750499 ########## 04/13/2022 15:18:38 - INFO - __main__ - ########## test_ur_acc 0.6241516966067864 ########## 04/13/2022 15:18:48 - INFO - __main__ - ########## test_vi_acc 0.7131736526946107 ########## 04/13/2022 15:18:56 - INFO - __main__ - ########## test_zh_acc 0.718562874251497 ########## 04/13/2022 15:18:56 - INFO - __main__ - val_ar_acc = 0.695582329317269 04/13/2022 15:18:56 - INFO - __main__ - val_bg_acc = 0.7357429718875502 04/13/2022 15:18:56 - INFO - __main__ - val_de_acc = 0.7538152610441767 04/13/2022 15:18:56 - INFO - __main__ - val_el_acc = 0.7321285140562249 04/13/2022 15:18:56 - INFO - __main__ - val_en_acc = 0.8429718875502008 04/13/2022 15:18:56 - INFO - __main__ - val_es_acc = 0.7767068273092369 04/13/2022 15:18:56 - INFO - __main__ - val_fr_acc = 0.7674698795180723 04/13/2022 15:18:56 - INFO - __main__ - val_hi_acc = 0.6678714859437751 04/13/2022 15:18:56 - INFO - __main__ - val_ru_acc = 0.7192771084337349 04/13/2022 15:18:56 - INFO - __main__ - val_sw_acc = 0.6534136546184739 04/13/2022 15:18:56 - INFO - __main__ - val_th_acc = 0.685140562248996 04/13/2022 15:18:56 - INFO - __main__ - val_tr_acc = 0.6991967871485943 04/13/2022 15:18:56 - INFO - __main__ - val_ur_acc = 0.6160642570281124 04/13/2022 15:18:56 - INFO - __main__ - val_vi_acc = 0.7164658634538152 04/13/2022 15:18:56 - INFO - __main__ - val_zh_acc = 0.7317269076305221 04/13/2022 15:18:56 - INFO - __main__ - val_avg_acc = 0.7195716198125836 04/13/2022 15:18:56 - INFO - __main__ - test_ar_acc = 0.7029940119760479 04/13/2022 15:18:56 - INFO - __main__ - test_bg_acc = 0.7479041916167665 04/13/2022 15:18:56 - INFO - __main__ - test_de_acc = 0.7580838323353294 04/13/2022 15:18:56 - INFO - __main__ - test_el_acc = 0.7351297405189621 04/13/2022 15:18:56 - INFO - __main__ - test_en_acc = 0.8445109780439122 04/13/2022 15:18:56 - INFO - __main__ - test_es_acc = 0.7776447105788423 04/13/2022 15:18:56 - INFO - __main__ - test_fr_acc = 0.7736526946107785 04/13/2022 15:18:56 - INFO - __main__ - test_hi_acc = 0.6570858283433134 04/13/2022 15:18:56 - INFO - __main__ - test_ru_acc = 0.729940119760479 04/13/2022 15:18:56 - INFO - __main__ - test_sw_acc = 0.656686626746507 04/13/2022 15:18:56 - INFO - __main__ - test_th_acc = 0.6874251497005988 04/13/2022 15:18:56 - INFO - __main__ - test_tr_acc = 0.6906187624750499 04/13/2022 15:18:56 - INFO - __main__ - test_ur_acc = 0.6241516966067864 04/13/2022 15:18:56 - INFO - __main__ - test_vi_acc = 0.7131736526946107 04/13/2022 15:18:56 - INFO - __main__ - test_zh_acc = 0.718562874251497 04/13/2022 15:18:56 - INFO - __main__ - test_avg_acc = 0.721170991350632 04/13/2022 15:18:58 - INFO - utils - remove old ckpt: xnli_right_avg_new/ckpt/step-487500-test_avg_acc-0.721170991350632-val_avg_acc-0.7195716198125836 04/13/2022 15:18:58 - INFO - __main__ - ********** Evaluating Done ********** 04/13/2022 15:19:03 - INFO - __main__ - global_steps 487550 loss: 0.05197644 04/13/2022 15:19:07 - INFO - __main__ - global_steps 487600 loss: 0.09403824 04/13/2022 15:19:12 - INFO - __main__ - global_steps 487650 loss: 0.09464742 04/13/2022 15:19:16 - INFO - __main__ - global_steps 487700 loss: 0.06488895 04/13/2022 15:19:21 - INFO - __main__ - global_steps 487750 loss: 0.08724128 04/13/2022 15:19:26 - INFO - __main__ - global_steps 487800 loss: 0.10069715 04/13/2022 15:19:31 - INFO - __main__ - global_steps 487850 loss: 0.06609871 04/13/2022 15:19:35 - INFO - __main__ - global_steps 487900 loss: 0.03583092 04/13/2022 15:19:40 - INFO - __main__ - global_steps 487950 loss: 0.06546369 04/13/2022 15:19:45 - INFO - __main__ - global_steps 488000 loss: 0.08648779 04/13/2022 15:19:50 - INFO - __main__ - global_steps 488050 loss: 0.05637964 04/13/2022 15:19:54 - INFO - __main__ - global_steps 488100 loss: 0.07226822 04/13/2022 15:19:59 - INFO - __main__ - global_steps 488150 loss: 0.09280915 04/13/2022 15:20:04 - INFO - __main__ - global_steps 488200 loss: 0.04904837 04/13/2022 15:20:08 - INFO - __main__ - global_steps 488250 loss: 0.09232014 04/13/2022 15:20:13 - INFO - __main__ - global_steps 488300 loss: 0.06769464 04/13/2022 15:20:18 - INFO - __main__ - global_steps 488350 loss: 0.12730859 04/13/2022 15:20:23 - INFO - __main__ - global_steps 488400 loss: 0.09546047 04/13/2022 15:20:27 - INFO - __main__ - global_steps 488450 loss: 0.09531617 04/13/2022 15:20:32 - INFO - __main__ - global_steps 488500 loss: 0.06239832 04/13/2022 15:20:37 - INFO - __main__ - global_steps 488550 loss: 0.05449234 04/13/2022 15:20:42 - INFO - __main__ - global_steps 488600 loss: 0.13175710 04/13/2022 15:20:46 - INFO - __main__ - global_steps 488650 loss: 0.10182413 04/13/2022 15:20:51 - INFO - __main__ - global_steps 488700 loss: 0.09135910 04/13/2022 15:20:56 - INFO - __main__ - global_steps 488750 loss: 0.05560142 04/13/2022 15:21:00 - INFO - __main__ - global_steps 488800 loss: 0.09338505 04/13/2022 15:21:05 - INFO - __main__ - global_steps 488850 loss: 0.09999213 04/13/2022 15:21:10 - INFO - __main__ - global_steps 488900 loss: 0.12582111 04/13/2022 15:21:14 - INFO - __main__ - global_steps 488950 loss: 0.07566853 04/13/2022 15:21:19 - INFO - __main__ - global_steps 489000 loss: 0.11402075 04/13/2022 15:21:24 - INFO - __main__ - global_steps 489050 loss: 0.07471181 04/13/2022 15:21:29 - INFO - __main__ - global_steps 489100 loss: 0.10209174 04/13/2022 15:21:33 - INFO - __main__ - global_steps 489150 loss: 0.09342310 04/13/2022 15:21:38 - INFO - __main__ - global_steps 489200 loss: 0.09587739 04/13/2022 15:21:43 - INFO - __main__ - global_steps 489250 loss: 0.08561865 04/13/2022 15:21:47 - INFO - __main__ - global_steps 489300 loss: 0.05380709 04/13/2022 15:21:52 - INFO - __main__ - global_steps 489350 loss: 0.09886127 04/13/2022 15:21:57 - INFO - __main__ - global_steps 489400 loss: 0.09113060 04/13/2022 15:22:01 - INFO - __main__ - global_steps 489450 loss: 0.09496366 04/13/2022 15:22:06 - INFO - __main__ - global_steps 489500 loss: 0.08268317 04/13/2022 15:22:11 - INFO - __main__ - global_steps 489550 loss: 0.09230429 04/13/2022 15:22:16 - INFO - __main__ - global_steps 489600 loss: 0.07978583 04/13/2022 15:22:20 - INFO - __main__ - global_steps 489650 loss: 0.05927528 04/13/2022 15:22:25 - INFO - __main__ - global_steps 489700 loss: 0.07171249 04/13/2022 15:22:30 - INFO - __main__ - global_steps 489750 loss: 0.05649735 04/13/2022 15:22:34 - INFO - __main__ - global_steps 489800 loss: 0.07731108 04/13/2022 15:22:39 - INFO - __main__ - global_steps 489850 loss: 0.05664672 04/13/2022 15:22:44 - INFO - __main__ - global_steps 489900 loss: 0.09840883 04/13/2022 15:22:48 - INFO - __main__ - global_steps 489950 loss: 0.17441458 04/13/2022 15:22:52 - INFO - __main__ - global_steps 490000 loss: 0.05802422 04/13/2022 15:22:52 - INFO - __main__ - ********** Running evaluating ********** 04/13/2022 15:22:57 - INFO - __main__ - ########## val_ar_acc 0.6835341365461848 ########## 04/13/2022 15:23:01 - INFO - __main__ - ########## val_bg_acc 0.7349397590361446 ########## 04/13/2022 15:23:05 - INFO - __main__ - ########## val_de_acc 0.7473895582329317 ########## 04/13/2022 15:23:10 - INFO - __main__ - ########## val_el_acc 0.7257028112449799 ########## 04/13/2022 15:23:14 - INFO - __main__ - ########## val_en_acc 0.8393574297188755 ########## 04/13/2022 15:23:19 - INFO - __main__ - ########## val_es_acc 0.7759036144578313 ########## 04/13/2022 15:23:24 - INFO - __main__ - ########## val_fr_acc 0.7602409638554217 ########## 04/13/2022 15:23:28 - INFO - __main__ - ########## val_hi_acc 0.6566265060240963 ########## 04/13/2022 15:23:33 - INFO - __main__ - ########## val_ru_acc 0.7124497991967872 ########## 04/13/2022 15:23:37 - INFO - __main__ - ########## val_sw_acc 0.6481927710843374 ########## 04/13/2022 15:23:42 - INFO - __main__ - ########## val_th_acc 0.6779116465863454 ########## 04/13/2022 15:23:46 - INFO - __main__ - ########## val_tr_acc 0.6951807228915663 ########## 04/13/2022 15:23:51 - INFO - __main__ - ########## val_ur_acc 0.6140562248995984 ########## 04/13/2022 15:23:56 - INFO - __main__ - ########## val_vi_acc 0.708433734939759 ########## 04/13/2022 15:24:00 - INFO - __main__ - ########## val_zh_acc 0.721285140562249 ########## 04/13/2022 15:24:08 - INFO - __main__ - ########## test_ar_acc 0.6970059880239521 ########## 04/13/2022 15:24:18 - INFO - __main__ - ########## test_bg_acc 0.7373253493013973 ########## 04/13/2022 15:24:27 - INFO - __main__ - ########## test_de_acc 0.7399201596806387 ########## 04/13/2022 15:24:36 - INFO - __main__ - ########## test_el_acc 0.7229540918163673 ########## 04/13/2022 15:24:45 - INFO - __main__ - ########## test_en_acc 0.8373253493013972 ########## 04/13/2022 15:24:54 - INFO - __main__ - ########## test_es_acc 0.7758483033932135 ########## 04/13/2022 15:25:04 - INFO - __main__ - ########## test_fr_acc 0.767065868263473 ########## 04/13/2022 15:25:14 - INFO - __main__ - ########## test_hi_acc 0.6451097804391217 ########## 04/13/2022 15:25:23 - INFO - __main__ - ########## test_ru_acc 0.7189620758483034 ########## 04/13/2022 15:25:32 - INFO - __main__ - ########## test_sw_acc 0.6518962075848304 ########## 04/13/2022 15:25:41 - INFO - __main__ - ########## test_th_acc 0.6778443113772455 ########## 04/13/2022 15:25:50 - INFO - __main__ - ########## test_tr_acc 0.6874251497005988 ########## 04/13/2022 15:25:59 - INFO - __main__ - ########## test_ur_acc 0.615369261477046 ########## 04/13/2022 15:26:09 - INFO - __main__ - ########## test_vi_acc 0.7173652694610778 ########## 04/13/2022 15:26:18 - INFO - __main__ - ########## test_zh_acc 0.707185628742515 ########## 04/13/2022 15:26:18 - INFO - __main__ - val_ar_acc = 0.6835341365461848 04/13/2022 15:26:18 - INFO - __main__ - val_bg_acc = 0.7349397590361446 04/13/2022 15:26:18 - INFO - __main__ - val_de_acc = 0.7473895582329317 04/13/2022 15:26:18 - INFO - __main__ - val_el_acc = 0.7257028112449799 04/13/2022 15:26:18 - INFO - __main__ - val_en_acc = 0.8393574297188755 04/13/2022 15:26:18 - INFO - __main__ - val_es_acc = 0.7759036144578313 04/13/2022 15:26:18 - INFO - __main__ - val_fr_acc = 0.7602409638554217 04/13/2022 15:26:18 - INFO - __main__ - val_hi_acc = 0.6566265060240963 04/13/2022 15:26:18 - INFO - __main__ - val_ru_acc = 0.7124497991967872 04/13/2022 15:26:18 - INFO - __main__ - val_sw_acc = 0.6481927710843374 04/13/2022 15:26:18 - INFO - __main__ - val_th_acc = 0.6779116465863454 04/13/2022 15:26:18 - INFO - __main__ - val_tr_acc = 0.6951807228915663 04/13/2022 15:26:18 - INFO - __main__ - val_ur_acc = 0.6140562248995984 04/13/2022 15:26:18 - INFO - __main__ - val_vi_acc = 0.708433734939759 04/13/2022 15:26:18 - INFO - __main__ - val_zh_acc = 0.721285140562249 04/13/2022 15:26:18 - INFO - __main__ - val_avg_acc = 0.713413654618474 04/13/2022 15:26:18 - INFO - __main__ - test_ar_acc = 0.6970059880239521 04/13/2022 15:26:18 - INFO - __main__ - test_bg_acc = 0.7373253493013973 04/13/2022 15:26:18 - INFO - __main__ - test_de_acc = 0.7399201596806387 04/13/2022 15:26:18 - INFO - __main__ - test_el_acc = 0.7229540918163673 04/13/2022 15:26:18 - INFO - __main__ - test_en_acc = 0.8373253493013972 04/13/2022 15:26:18 - INFO - __main__ - test_es_acc = 0.7758483033932135 04/13/2022 15:26:18 - INFO - __main__ - test_fr_acc = 0.767065868263473 04/13/2022 15:26:18 - INFO - __main__ - test_hi_acc = 0.6451097804391217 04/13/2022 15:26:18 - INFO - __main__ - test_ru_acc = 0.7189620758483034 04/13/2022 15:26:18 - INFO - __main__ - test_sw_acc = 0.6518962075848304 04/13/2022 15:26:18 - INFO - __main__ - test_th_acc = 0.6778443113772455 04/13/2022 15:26:18 - INFO - __main__ - test_tr_acc = 0.6874251497005988 04/13/2022 15:26:18 - INFO - __main__ - test_ur_acc = 0.615369261477046 04/13/2022 15:26:18 - INFO - __main__ - test_vi_acc = 0.7173652694610778 04/13/2022 15:26:18 - INFO - __main__ - test_zh_acc = 0.707185628742515 04/13/2022 15:26:18 - INFO - __main__ - test_avg_acc = 0.7132401862940785 04/13/2022 15:26:19 - INFO - utils - remove old ckpt: xnli_right_avg_new/ckpt/step-490000-test_avg_acc-0.7132401862940785-val_avg_acc-0.713413654618474 04/13/2022 15:26:19 - INFO - __main__ - ********** Evaluating Done ********** 04/13/2022 15:26:24 - INFO - __main__ - global_steps 490050 loss: 0.08774607 04/13/2022 15:26:28 - INFO - __main__ - global_steps 490100 loss: 0.09722764 04/13/2022 15:26:33 - INFO - __main__ - global_steps 490150 loss: 0.09692161 04/13/2022 15:26:38 - INFO - __main__ - global_steps 490200 loss: 0.07246027 04/13/2022 15:26:43 - INFO - __main__ - global_steps 490250 loss: 0.11255792 04/13/2022 15:26:47 - INFO - __main__ - global_steps 490300 loss: 0.10064174 04/13/2022 15:26:52 - INFO - __main__ - global_steps 490350 loss: 0.06052767 04/13/2022 15:26:57 - INFO - __main__ - global_steps 490400 loss: 0.09283568 04/13/2022 15:27:02 - INFO - __main__ - global_steps 490450 loss: 0.12937269 04/13/2022 15:27:06 - INFO - __main__ - global_steps 490500 loss: 0.13422077 04/13/2022 15:27:11 - INFO - __main__ - global_steps 490550 loss: 0.07318453 04/13/2022 15:27:16 - INFO - __main__ - global_steps 490600 loss: 0.05913532 04/13/2022 15:27:20 - INFO - __main__ - global_steps 490650 loss: 0.08069834 04/13/2022 15:27:25 - INFO - __main__ - global_steps 490700 loss: 0.08419990 04/13/2022 15:27:29 - INFO - __main__ - global_steps 490750 loss: 0.06015265 04/13/2022 15:27:33 - INFO - __main__ - global_steps 490800 loss: 0.08916587 04/13/2022 15:27:38 - INFO - __main__ - global_steps 490850 loss: 0.05019946 04/13/2022 15:27:42 - INFO - __main__ - global_steps 490900 loss: 0.10707406 04/13/2022 15:27:47 - INFO - __main__ - global_steps 490950 loss: 0.06521117 04/13/2022 15:27:52 - INFO - __main__ - global_steps 491000 loss: 0.09817456 04/13/2022 15:27:57 - INFO - __main__ - global_steps 491050 loss: 0.11696171 04/13/2022 15:28:01 - INFO - __main__ - global_steps 491100 loss: 0.06189157 04/13/2022 15:28:06 - INFO - __main__ - global_steps 491150 loss: 0.08157375 04/13/2022 15:28:11 - INFO - __main__ - global_steps 491200 loss: 0.08840539 04/13/2022 15:28:15 - INFO - __main__ - global_steps 491250 loss: 0.06367097 04/13/2022 15:28:20 - INFO - __main__ - global_steps 491300 loss: 0.06727852 04/13/2022 15:28:25 - INFO - __main__ - global_steps 491350 loss: 0.10206701 04/13/2022 15:28:29 - INFO - __main__ - global_steps 491400 loss: 0.09184954 04/13/2022 15:28:34 - INFO - __main__ - global_steps 491450 loss: 0.10212849 04/13/2022 15:28:39 - INFO - __main__ - global_steps 491500 loss: 0.07892128 04/13/2022 15:28:43 - INFO - __main__ - global_steps 491550 loss: 0.10449536 04/13/2022 15:28:48 - INFO - __main__ - global_steps 491600 loss: 0.09991713 04/13/2022 15:28:52 - INFO - __main__ - global_steps 491650 loss: 0.08937064 04/13/2022 15:28:57 - INFO - __main__ - global_steps 491700 loss: 0.08229060 04/13/2022 15:29:01 - INFO - __main__ - global_steps 491750 loss: 0.07723663 04/13/2022 15:29:06 - INFO - __main__ - global_steps 491800 loss: 0.05733573 04/13/2022 15:29:10 - INFO - __main__ - global_steps 491850 loss: 0.05060870 04/13/2022 15:29:15 - INFO - __main__ - global_steps 491900 loss: 0.09381125 04/13/2022 15:29:20 - INFO - __main__ - global_steps 491950 loss: 0.06093517 04/13/2022 15:29:25 - INFO - __main__ - global_steps 492000 loss: 0.14624799 04/13/2022 15:29:29 - INFO - __main__ - global_steps 492050 loss: 0.06592407 04/13/2022 15:29:34 - INFO - __main__ - global_steps 492100 loss: 0.03787621 04/13/2022 15:29:39 - INFO - __main__ - global_steps 492150 loss: 0.10158107 04/13/2022 15:29:43 - INFO - __main__ - global_steps 492200 loss: 0.06624131 04/13/2022 15:29:48 - INFO - __main__ - global_steps 492250 loss: 0.05240555 04/13/2022 15:29:53 - INFO - __main__ - global_steps 492300 loss: 0.08220428 04/13/2022 15:29:57 - INFO - __main__ - global_steps 492350 loss: 0.07879179 04/13/2022 15:30:02 - INFO - __main__ - global_steps 492400 loss: 0.08238076 04/13/2022 15:30:07 - INFO - __main__ - global_steps 492450 loss: 0.08770789 04/13/2022 15:30:11 - INFO - __main__ - global_steps 492500 loss: 0.04941988 04/13/2022 15:30:11 - INFO - __main__ - ********** Running evaluating ********** 04/13/2022 15:30:15 - INFO - __main__ - ########## val_ar_acc 0.6919678714859437 ########## 04/13/2022 15:30:19 - INFO - __main__ - ########## val_bg_acc 0.7333333333333333 ########## 04/13/2022 15:30:24 - INFO - __main__ - ########## val_de_acc 0.7506024096385542 ########## 04/13/2022 15:30:28 - INFO - __main__ - ########## val_el_acc 0.7333333333333333 ########## 04/13/2022 15:30:33 - INFO - __main__ - ########## val_en_acc 0.8421686746987952 ########## 04/13/2022 15:30:37 - INFO - __main__ - ########## val_es_acc 0.7734939759036145 ########## 04/13/2022 15:30:42 - INFO - __main__ - ########## val_fr_acc 0.7626506024096386 ########## 04/13/2022 15:30:47 - INFO - __main__ - ########## val_hi_acc 0.6526104417670683 ########## 04/13/2022 15:30:51 - INFO - __main__ - ########## val_ru_acc 0.7120481927710843 ########## 04/13/2022 15:30:56 - INFO - __main__ - ########## val_sw_acc 0.6477911646586345 ########## 04/13/2022 15:31:00 - INFO - __main__ - ########## val_th_acc 0.6939759036144578 ########## 04/13/2022 15:31:04 - INFO - __main__ - ########## val_tr_acc 0.6899598393574298 ########## 04/13/2022 15:31:08 - INFO - __main__ - ########## val_ur_acc 0.6164658634538153 ########## 04/13/2022 15:31:13 - INFO - __main__ - ########## val_vi_acc 0.708433734939759 ########## 04/13/2022 15:31:17 - INFO - __main__ - ########## val_zh_acc 0.7224899598393574 ########## 04/13/2022 15:31:26 - INFO - __main__ - ########## test_ar_acc 0.7017964071856287 ########## 04/13/2022 15:31:35 - INFO - __main__ - ########## test_bg_acc 0.7407185628742515 ########## 04/13/2022 15:31:44 - INFO - __main__ - ########## test_de_acc 0.7502994011976047 ########## 04/13/2022 15:31:53 - INFO - __main__ - ########## test_el_acc 0.7273453093812375 ########## 04/13/2022 15:32:02 - INFO - __main__ - ########## test_en_acc 0.8419161676646707 ########## 04/13/2022 15:32:11 - INFO - __main__ - ########## test_es_acc 0.7704590818363274 ########## 04/13/2022 15:32:20 - INFO - __main__ - ########## test_fr_acc 0.7692614770459082 ########## 04/13/2022 15:32:30 - INFO - __main__ - ########## test_hi_acc 0.6467065868263473 ########## 04/13/2022 15:32:39 - INFO - __main__ - ########## test_ru_acc 0.7207584830339321 ########## 04/13/2022 15:32:47 - INFO - __main__ - ########## test_sw_acc 0.6604790419161677 ########## 04/13/2022 15:32:56 - INFO - __main__ - ########## test_th_acc 0.6834331337325349 ########## 04/13/2022 15:33:05 - INFO - __main__ - ########## test_tr_acc 0.6914171656686626 ########## 04/13/2022 15:33:15 - INFO - __main__ - ########## test_ur_acc 0.6191616766467066 ########## 04/13/2022 15:33:24 - INFO - __main__ - ########## test_vi_acc 0.7099800399201597 ########## 04/13/2022 15:33:33 - INFO - __main__ - ########## test_zh_acc 0.7091816367265469 ########## 04/13/2022 15:33:33 - INFO - __main__ - val_ar_acc = 0.6919678714859437 04/13/2022 15:33:33 - INFO - __main__ - val_bg_acc = 0.7333333333333333 04/13/2022 15:33:33 - INFO - __main__ - val_de_acc = 0.7506024096385542 04/13/2022 15:33:33 - INFO - __main__ - val_el_acc = 0.7333333333333333 04/13/2022 15:33:33 - INFO - __main__ - val_en_acc = 0.8421686746987952 04/13/2022 15:33:33 - INFO - __main__ - val_es_acc = 0.7734939759036145 04/13/2022 15:33:33 - INFO - __main__ - val_fr_acc = 0.7626506024096386 04/13/2022 15:33:33 - INFO - __main__ - val_hi_acc = 0.6526104417670683 04/13/2022 15:33:33 - INFO - __main__ - val_ru_acc = 0.7120481927710843 04/13/2022 15:33:33 - INFO - __main__ - val_sw_acc = 0.6477911646586345 04/13/2022 15:33:33 - INFO - __main__ - val_th_acc = 0.6939759036144578 04/13/2022 15:33:33 - INFO - __main__ - val_tr_acc = 0.6899598393574298 04/13/2022 15:33:33 - INFO - __main__ - val_ur_acc = 0.6164658634538153 04/13/2022 15:33:33 - INFO - __main__ - val_vi_acc = 0.708433734939759 04/13/2022 15:33:33 - INFO - __main__ - val_zh_acc = 0.7224899598393574 04/13/2022 15:33:33 - INFO - __main__ - val_avg_acc = 0.7154216867469879 04/13/2022 15:33:33 - INFO - __main__ - test_ar_acc = 0.7017964071856287 04/13/2022 15:33:33 - INFO - __main__ - test_bg_acc = 0.7407185628742515 04/13/2022 15:33:33 - INFO - __main__ - test_de_acc = 0.7502994011976047 04/13/2022 15:33:33 - INFO - __main__ - test_el_acc = 0.7273453093812375 04/13/2022 15:33:33 - INFO - __main__ - test_en_acc = 0.8419161676646707 04/13/2022 15:33:33 - INFO - __main__ - test_es_acc = 0.7704590818363274 04/13/2022 15:33:33 - INFO - __main__ - test_fr_acc = 0.7692614770459082 04/13/2022 15:33:33 - INFO - __main__ - test_hi_acc = 0.6467065868263473 04/13/2022 15:33:33 - INFO - __main__ - test_ru_acc = 0.7207584830339321 04/13/2022 15:33:33 - INFO - __main__ - test_sw_acc = 0.6604790419161677 04/13/2022 15:33:33 - INFO - __main__ - test_th_acc = 0.6834331337325349 04/13/2022 15:33:33 - INFO - __main__ - test_tr_acc = 0.6914171656686626 04/13/2022 15:33:33 - INFO - __main__ - test_ur_acc = 0.6191616766467066 04/13/2022 15:33:33 - INFO - __main__ - test_vi_acc = 0.7099800399201597 04/13/2022 15:33:33 - INFO - __main__ - test_zh_acc = 0.7091816367265469 04/13/2022 15:33:33 - INFO - __main__ - test_avg_acc = 0.7161942781104458 04/13/2022 15:33:34 - INFO - utils - remove old ckpt: xnli_right_avg_new/ckpt/step-492500-test_avg_acc-0.7161942781104458-val_avg_acc-0.7154216867469879 04/13/2022 15:33:34 - INFO - __main__ - ********** Evaluating Done ********** 04/13/2022 15:33:39 - INFO - __main__ - global_steps 492550 loss: 0.04658478 04/13/2022 15:33:43 - INFO - __main__ - global_steps 492600 loss: 0.05155896 04/13/2022 15:33:48 - INFO - __main__ - global_steps 492650 loss: 0.11363544 04/13/2022 15:33:53 - INFO - __main__ - global_steps 492700 loss: 0.08751905 04/13/2022 15:33:57 - INFO - __main__ - global_steps 492750 loss: 0.04873451 04/13/2022 15:34:01 - INFO - __main__ - global_steps 492800 loss: 0.10342341 04/13/2022 15:34:06 - INFO - __main__ - global_steps 492850 loss: 0.08463815 04/13/2022 15:34:11 - INFO - __main__ - global_steps 492900 loss: 0.06443269 04/13/2022 15:34:16 - INFO - __main__ - global_steps 492950 loss: 0.07255493 04/13/2022 15:34:20 - INFO - __main__ - global_steps 493000 loss: 0.07353605 04/13/2022 15:34:25 - INFO - __main__ - global_steps 493050 loss: 0.11749984 04/13/2022 15:34:30 - INFO - __main__ - global_steps 493100 loss: 0.07822731 04/13/2022 15:34:34 - INFO - __main__ - global_steps 493150 loss: 0.06927182 04/13/2022 15:34:39 - INFO - __main__ - global_steps 493200 loss: 0.06376456 04/13/2022 15:34:44 - INFO - __main__ - global_steps 493250 loss: 0.06986607 04/13/2022 15:34:48 - INFO - __main__ - global_steps 493300 loss: 0.08899763 04/13/2022 15:34:53 - INFO - __main__ - global_steps 493350 loss: 0.07218236 04/13/2022 15:34:58 - INFO - __main__ - global_steps 493400 loss: 0.07397089 04/13/2022 15:35:03 - INFO - __main__ - global_steps 493450 loss: 0.10449531 04/13/2022 15:35:07 - INFO - __main__ - global_steps 493500 loss: 0.12035817 04/13/2022 15:35:12 - INFO - __main__ - global_steps 493550 loss: 0.10535834 04/13/2022 15:35:17 - INFO - __main__ - global_steps 493600 loss: 0.12189038 04/13/2022 15:35:21 - INFO - __main__ - global_steps 493650 loss: 0.05257162 04/13/2022 15:35:26 - INFO - __main__ - global_steps 493700 loss: 0.10588971 04/13/2022 15:35:31 - INFO - __main__ - global_steps 493750 loss: 0.05939140 04/13/2022 15:35:36 - INFO - __main__ - global_steps 493800 loss: 0.04680595 04/13/2022 15:35:40 - INFO - __main__ - global_steps 493850 loss: 0.09331445 04/13/2022 15:35:45 - INFO - __main__ - global_steps 493900 loss: 0.07693808 04/13/2022 15:35:50 - INFO - __main__ - global_steps 493950 loss: 0.03018359 04/13/2022 15:35:54 - INFO - __main__ - global_steps 494000 loss: 0.05891070 04/13/2022 15:35:59 - INFO - __main__ - global_steps 494050 loss: 0.09936374 04/13/2022 15:36:04 - INFO - __main__ - global_steps 494100 loss: 0.09300310 04/13/2022 15:36:09 - INFO - __main__ - global_steps 494150 loss: 0.07480195 04/13/2022 15:36:13 - INFO - __main__ - global_steps 494200 loss: 0.10209229 04/13/2022 15:36:18 - INFO - __main__ - global_steps 494250 loss: 0.06102547 04/13/2022 15:36:23 - INFO - __main__ - global_steps 494300 loss: 0.06625015 04/13/2022 15:36:27 - INFO - __main__ - global_steps 494350 loss: 0.05750219 04/13/2022 15:36:32 - INFO - __main__ - global_steps 494400 loss: 0.04531881 04/13/2022 15:36:37 - INFO - __main__ - global_steps 494450 loss: 0.08134647 04/13/2022 15:36:41 - INFO - __main__ - global_steps 494500 loss: 0.07340075 04/13/2022 15:36:46 - INFO - __main__ - global_steps 494550 loss: 0.10123329 04/13/2022 15:36:51 - INFO - __main__ - global_steps 494600 loss: 0.05107389 04/13/2022 15:36:56 - INFO - __main__ - global_steps 494650 loss: 0.05105409 04/13/2022 15:37:00 - INFO - __main__ - global_steps 494700 loss: 0.04937756 04/13/2022 15:37:05 - INFO - __main__ - global_steps 494750 loss: 0.08383587 04/13/2022 15:37:10 - INFO - __main__ - global_steps 494800 loss: 0.03269696 04/13/2022 15:37:14 - INFO - __main__ - global_steps 494850 loss: 0.08099498 04/13/2022 15:37:19 - INFO - __main__ - global_steps 494900 loss: 0.05648381 04/13/2022 15:37:24 - INFO - __main__ - global_steps 494950 loss: 0.04338773 04/13/2022 15:37:29 - INFO - __main__ - global_steps 495000 loss: 0.06171756 04/13/2022 15:37:29 - INFO - __main__ - ********** Running evaluating ********** 04/13/2022 15:37:33 - INFO - __main__ - ########## val_ar_acc 0.6871485943775101 ########## 04/13/2022 15:37:38 - INFO - __main__ - ########## val_bg_acc 0.7369477911646586 ########## 04/13/2022 15:37:42 - INFO - __main__ - ########## val_de_acc 0.7497991967871486 ########## 04/13/2022 15:37:47 - INFO - __main__ - ########## val_el_acc 0.7301204819277108 ########## 04/13/2022 15:37:51 - INFO - __main__ - ########## val_en_acc 0.8441767068273093 ########## 04/13/2022 15:37:56 - INFO - __main__ - ########## val_es_acc 0.7734939759036145 ########## 04/13/2022 15:38:00 - INFO - __main__ - ########## val_fr_acc 0.7614457831325301 ########## 04/13/2022 15:38:05 - INFO - __main__ - ########## val_hi_acc 0.6646586345381527 ########## 04/13/2022 15:38:10 - INFO - __main__ - ########## val_ru_acc 0.7124497991967872 ########## 04/13/2022 15:38:14 - INFO - __main__ - ########## val_sw_acc 0.6449799196787148 ########## 04/13/2022 15:38:19 - INFO - __main__ - ########## val_th_acc 0.6875502008032128 ########## 04/13/2022 15:38:23 - INFO - __main__ - ########## val_tr_acc 0.6931726907630522 ########## 04/13/2022 15:38:28 - INFO - __main__ - ########## val_ur_acc 0.6224899598393574 ########## 04/13/2022 15:38:32 - INFO - __main__ - ########## val_vi_acc 0.714859437751004 ########## 04/13/2022 15:38:37 - INFO - __main__ - ########## val_zh_acc 0.7365461847389558 ########## 04/13/2022 15:38:46 - INFO - __main__ - ########## test_ar_acc 0.7001996007984032 ########## 04/13/2022 15:38:55 - INFO - __main__ - ########## test_bg_acc 0.7431137724550898 ########## 04/13/2022 15:39:05 - INFO - __main__ - ########## test_de_acc 0.7508982035928143 ########## 04/13/2022 15:39:14 - INFO - __main__ - ########## test_el_acc 0.7265469061876247 ########## 04/13/2022 15:39:23 - INFO - __main__ - ########## test_en_acc 0.8401197604790419 ########## 04/13/2022 15:39:32 - INFO - __main__ - ########## test_es_acc 0.7748502994011977 ########## 04/13/2022 15:39:42 - INFO - __main__ - ########## test_fr_acc 0.7702594810379242 ########## 04/13/2022 15:39:52 - INFO - __main__ - ########## test_hi_acc 0.6512974051896208 ########## 04/13/2022 15:40:01 - INFO - __main__ - ########## test_ru_acc 0.7287425149700599 ########## 04/13/2022 15:40:10 - INFO - __main__ - ########## test_sw_acc 0.6552894211576846 ########## 04/13/2022 15:40:19 - INFO - __main__ - ########## test_th_acc 0.6836327345309381 ########## 04/13/2022 15:40:28 - INFO - __main__ - ########## test_tr_acc 0.6892215568862275 ########## 04/13/2022 15:40:38 - INFO - __main__ - ########## test_ur_acc 0.6181636726546906 ########## 04/13/2022 15:40:47 - INFO - __main__ - ########## test_vi_acc 0.7101796407185629 ########## 04/13/2022 15:40:55 - INFO - __main__ - ########## test_zh_acc 0.7121756487025949 ########## 04/13/2022 15:40:55 - INFO - __main__ - val_ar_acc = 0.6871485943775101 04/13/2022 15:40:55 - INFO - __main__ - val_bg_acc = 0.7369477911646586 04/13/2022 15:40:55 - INFO - __main__ - val_de_acc = 0.7497991967871486 04/13/2022 15:40:55 - INFO - __main__ - val_el_acc = 0.7301204819277108 04/13/2022 15:40:55 - INFO - __main__ - val_en_acc = 0.8441767068273093 04/13/2022 15:40:55 - INFO - __main__ - val_es_acc = 0.7734939759036145 04/13/2022 15:40:55 - INFO - __main__ - val_fr_acc = 0.7614457831325301 04/13/2022 15:40:55 - INFO - __main__ - val_hi_acc = 0.6646586345381527 04/13/2022 15:40:55 - INFO - __main__ - val_ru_acc = 0.7124497991967872 04/13/2022 15:40:55 - INFO - __main__ - val_sw_acc = 0.6449799196787148 04/13/2022 15:40:55 - INFO - __main__ - val_th_acc = 0.6875502008032128 04/13/2022 15:40:55 - INFO - __main__ - val_tr_acc = 0.6931726907630522 04/13/2022 15:40:55 - INFO - __main__ - val_ur_acc = 0.6224899598393574 04/13/2022 15:40:55 - INFO - __main__ - val_vi_acc = 0.714859437751004 04/13/2022 15:40:55 - INFO - __main__ - val_zh_acc = 0.7365461847389558 04/13/2022 15:40:55 - INFO - __main__ - val_avg_acc = 0.717322623828648 04/13/2022 15:40:55 - INFO - __main__ - test_ar_acc = 0.7001996007984032 04/13/2022 15:40:55 - INFO - __main__ - test_bg_acc = 0.7431137724550898 04/13/2022 15:40:55 - INFO - __main__ - test_de_acc = 0.7508982035928143 04/13/2022 15:40:55 - INFO - __main__ - test_el_acc = 0.7265469061876247 04/13/2022 15:40:55 - INFO - __main__ - test_en_acc = 0.8401197604790419 04/13/2022 15:40:55 - INFO - __main__ - test_es_acc = 0.7748502994011977 04/13/2022 15:40:55 - INFO - __main__ - test_fr_acc = 0.7702594810379242 04/13/2022 15:40:55 - INFO - __main__ - test_hi_acc = 0.6512974051896208 04/13/2022 15:40:55 - INFO - __main__ - test_ru_acc = 0.7287425149700599 04/13/2022 15:40:55 - INFO - __main__ - test_sw_acc = 0.6552894211576846 04/13/2022 15:40:55 - INFO - __main__ - test_th_acc = 0.6836327345309381 04/13/2022 15:40:55 - INFO - __main__ - test_tr_acc = 0.6892215568862275 04/13/2022 15:40:55 - INFO - __main__ - test_ur_acc = 0.6181636726546906 04/13/2022 15:40:55 - INFO - __main__ - test_vi_acc = 0.7101796407185629 04/13/2022 15:40:55 - INFO - __main__ - test_zh_acc = 0.7121756487025949 04/13/2022 15:40:55 - INFO - __main__ - test_avg_acc = 0.7169793745841649 04/13/2022 15:40:57 - INFO - utils - remove old ckpt: xnli_right_avg_new/ckpt/step-495000-test_avg_acc-0.7169793745841649-val_avg_acc-0.717322623828648 04/13/2022 15:40:57 - INFO - __main__ - ********** Evaluating Done ********** 04/13/2022 15:41:02 - INFO - __main__ - global_steps 495050 loss: 0.09890865 04/13/2022 15:41:06 - INFO - __main__ - global_steps 495100 loss: 0.06095932 04/13/2022 15:41:11 - INFO - __main__ - global_steps 495150 loss: 0.08105149 04/13/2022 15:41:15 - INFO - __main__ - global_steps 495200 loss: 0.07809967 04/13/2022 15:41:20 - INFO - __main__ - global_steps 495250 loss: 0.06362418 04/13/2022 15:41:25 - INFO - __main__ - global_steps 495300 loss: 0.12208846 04/13/2022 15:41:30 - INFO - __main__ - global_steps 495350 loss: 0.08485371 04/13/2022 15:41:34 - INFO - __main__ - global_steps 495400 loss: 0.06554467 04/13/2022 15:41:39 - INFO - __main__ - global_steps 495450 loss: 0.04778482 04/13/2022 15:41:44 - INFO - __main__ - global_steps 495500 loss: 0.08036737 04/13/2022 15:41:48 - INFO - __main__ - global_steps 495550 loss: 0.12425880 04/13/2022 15:41:52 - INFO - __main__ - global_steps 495600 loss: 0.06749781 04/13/2022 15:41:57 - INFO - __main__ - global_steps 495650 loss: 0.04919062 04/13/2022 15:42:01 - INFO - __main__ - global_steps 495700 loss: 0.08035634 04/13/2022 15:42:06 - INFO - __main__ - global_steps 495750 loss: 0.05741516 04/13/2022 15:42:10 - INFO - __main__ - global_steps 495800 loss: 0.06240005 04/13/2022 15:42:15 - INFO - __main__ - global_steps 495850 loss: 0.07092641 04/13/2022 15:42:19 - INFO - __main__ - global_steps 495900 loss: 0.05627929 04/13/2022 15:42:23 - INFO - __main__ - global_steps 495950 loss: 0.08221790 04/13/2022 15:42:28 - INFO - __main__ - global_steps 496000 loss: 0.08097223 04/13/2022 15:42:33 - INFO - __main__ - global_steps 496050 loss: 0.06223222 04/13/2022 15:42:37 - INFO - __main__ - global_steps 496100 loss: 0.03364377 04/13/2022 15:42:42 - INFO - __main__ - global_steps 496150 loss: 0.07324129 04/13/2022 15:42:47 - INFO - __main__ - global_steps 496200 loss: 0.09356953 04/13/2022 15:42:52 - INFO - __main__ - global_steps 496250 loss: 0.08131013 04/13/2022 15:42:56 - INFO - __main__ - global_steps 496300 loss: 0.08751440 04/13/2022 15:43:01 - INFO - __main__ - global_steps 496350 loss: 0.09711973 04/13/2022 15:43:06 - INFO - __main__ - global_steps 496400 loss: 0.08091317 04/13/2022 15:43:10 - INFO - __main__ - global_steps 496450 loss: 0.07734468 04/13/2022 15:43:15 - INFO - __main__ - global_steps 496500 loss: 0.09556654 04/13/2022 15:43:20 - INFO - __main__ - global_steps 496550 loss: 0.07440117 04/13/2022 15:43:24 - INFO - __main__ - global_steps 496600 loss: 0.10716261 04/13/2022 15:43:29 - INFO - __main__ - global_steps 496650 loss: 0.07058410 04/13/2022 15:43:33 - INFO - __main__ - global_steps 496700 loss: 0.04562518 04/13/2022 15:43:38 - INFO - __main__ - global_steps 496750 loss: 0.05295689 04/13/2022 15:43:43 - INFO - __main__ - global_steps 496800 loss: 0.08238202 04/13/2022 15:43:48 - INFO - __main__ - global_steps 496850 loss: 0.09213521 04/13/2022 15:43:52 - INFO - __main__ - global_steps 496900 loss: 0.06234048 04/13/2022 15:43:57 - INFO - __main__ - global_steps 496950 loss: 0.08910703 04/13/2022 15:44:01 - INFO - __main__ - global_steps 497000 loss: 0.08847247 04/13/2022 15:44:06 - INFO - __main__ - global_steps 497050 loss: 0.12593069 04/13/2022 15:44:10 - INFO - __main__ - global_steps 497100 loss: 0.05824324 04/13/2022 15:44:15 - INFO - __main__ - global_steps 497150 loss: 0.11283442 04/13/2022 15:44:19 - INFO - __main__ - global_steps 497200 loss: 0.07406977 04/13/2022 15:44:23 - INFO - __main__ - global_steps 497250 loss: 0.11429377 04/13/2022 15:44:28 - INFO - __main__ - global_steps 497300 loss: 0.14648504 04/13/2022 15:44:33 - INFO - __main__ - global_steps 497350 loss: 0.11637383 04/13/2022 15:44:38 - INFO - __main__ - global_steps 497400 loss: 0.06610999 04/13/2022 15:44:42 - INFO - __main__ - global_steps 497450 loss: 0.06309637 04/13/2022 15:44:47 - INFO - __main__ - global_steps 497500 loss: 0.13366071 04/13/2022 15:44:47 - INFO - __main__ - ********** Running evaluating ********** 04/13/2022 15:44:51 - INFO - __main__ - ########## val_ar_acc 0.7060240963855422 ########## 04/13/2022 15:44:56 - INFO - __main__ - ########## val_bg_acc 0.748995983935743 ########## 04/13/2022 15:45:00 - INFO - __main__ - ########## val_de_acc 0.7622489959839357 ########## 04/13/2022 15:45:05 - INFO - __main__ - ########## val_el_acc 0.7469879518072289 ########## 04/13/2022 15:45:09 - INFO - __main__ - ########## val_en_acc 0.8502008032128514 ########## 04/13/2022 15:45:14 - INFO - __main__ - ########## val_es_acc 0.7783132530120482 ########## 04/13/2022 15:45:18 - INFO - __main__ - ########## val_fr_acc 0.7738955823293173 ########## 04/13/2022 15:45:23 - INFO - __main__ - ########## val_hi_acc 0.6742971887550201 ########## 04/13/2022 15:45:28 - INFO - __main__ - ########## val_ru_acc 0.7269076305220884 ########## 04/13/2022 15:45:32 - INFO - __main__ - ########## val_sw_acc 0.6518072289156627 ########## 04/13/2022 15:45:36 - INFO - __main__ - ########## val_th_acc 0.6887550200803213 ########## 04/13/2022 15:45:41 - INFO - __main__ - ########## val_tr_acc 0.7008032128514057 ########## 04/13/2022 15:45:46 - INFO - __main__ - ########## val_ur_acc 0.6244979919678715 ########## 04/13/2022 15:45:50 - INFO - __main__ - ########## val_vi_acc 0.7216867469879518 ########## 04/13/2022 15:45:54 - INFO - __main__ - ########## val_zh_acc 0.7397590361445783 ########## 04/13/2022 15:46:03 - INFO - __main__ - ########## test_ar_acc 0.7119760479041917 ########## 04/13/2022 15:46:13 - INFO - __main__ - ########## test_bg_acc 0.7564870259481038 ########## 04/13/2022 15:46:22 - INFO - __main__ - ########## test_de_acc 0.7586826347305389 ########## 04/13/2022 15:46:31 - INFO - __main__ - ########## test_el_acc 0.7401197604790419 ########## 04/13/2022 15:46:40 - INFO - __main__ - ########## test_en_acc 0.8455089820359282 ########## 04/13/2022 15:46:49 - INFO - __main__ - ########## test_es_acc 0.787624750499002 ########## 04/13/2022 15:46:59 - INFO - __main__ - ########## test_fr_acc 0.7822355289421158 ########## 04/13/2022 15:47:09 - INFO - __main__ - ########## test_hi_acc 0.6616766467065869 ########## 04/13/2022 15:47:18 - INFO - __main__ - ########## test_ru_acc 0.7373253493013973 ########## 04/13/2022 15:47:27 - INFO - __main__ - ########## test_sw_acc 0.668063872255489 ########## 04/13/2022 15:47:36 - INFO - __main__ - ########## test_th_acc 0.6964071856287425 ########## 04/13/2022 15:47:45 - INFO - __main__ - ########## test_tr_acc 0.6978043912175649 ########## 04/13/2022 15:47:55 - INFO - __main__ - ########## test_ur_acc 0.6343313373253493 ########## 04/13/2022 15:48:04 - INFO - __main__ - ########## test_vi_acc 0.7161676646706587 ########## 04/13/2022 15:48:13 - INFO - __main__ - ########## test_zh_acc 0.7285429141716567 ########## 04/13/2022 15:48:13 - INFO - __main__ - val_ar_acc = 0.7060240963855422 04/13/2022 15:48:13 - INFO - __main__ - val_bg_acc = 0.748995983935743 04/13/2022 15:48:13 - INFO - __main__ - val_de_acc = 0.7622489959839357 04/13/2022 15:48:13 - INFO - __main__ - val_el_acc = 0.7469879518072289 04/13/2022 15:48:13 - INFO - __main__ - val_en_acc = 0.8502008032128514 04/13/2022 15:48:13 - INFO - __main__ - val_es_acc = 0.7783132530120482 04/13/2022 15:48:13 - INFO - __main__ - val_fr_acc = 0.7738955823293173 04/13/2022 15:48:13 - INFO - __main__ - val_hi_acc = 0.6742971887550201 04/13/2022 15:48:13 - INFO - __main__ - val_ru_acc = 0.7269076305220884 04/13/2022 15:48:13 - INFO - __main__ - val_sw_acc = 0.6518072289156627 04/13/2022 15:48:13 - INFO - __main__ - val_th_acc = 0.6887550200803213 04/13/2022 15:48:13 - INFO - __main__ - val_tr_acc = 0.7008032128514057 04/13/2022 15:48:13 - INFO - __main__ - val_ur_acc = 0.6244979919678715 04/13/2022 15:48:13 - INFO - __main__ - val_vi_acc = 0.7216867469879518 04/13/2022 15:48:13 - INFO - __main__ - val_zh_acc = 0.7397590361445783 04/13/2022 15:48:13 - INFO - __main__ - val_avg_acc = 0.7263453815261046 04/13/2022 15:48:13 - INFO - __main__ - test_ar_acc = 0.7119760479041917 04/13/2022 15:48:13 - INFO - __main__ - test_bg_acc = 0.7564870259481038 04/13/2022 15:48:13 - INFO - __main__ - test_de_acc = 0.7586826347305389 04/13/2022 15:48:13 - INFO - __main__ - test_el_acc = 0.7401197604790419 04/13/2022 15:48:13 - INFO - __main__ - test_en_acc = 0.8455089820359282 04/13/2022 15:48:13 - INFO - __main__ - test_es_acc = 0.787624750499002 04/13/2022 15:48:13 - INFO - __main__ - test_fr_acc = 0.7822355289421158 04/13/2022 15:48:13 - INFO - __main__ - test_hi_acc = 0.6616766467065869 04/13/2022 15:48:13 - INFO - __main__ - test_ru_acc = 0.7373253493013973 04/13/2022 15:48:13 - INFO - __main__ - test_sw_acc = 0.668063872255489 04/13/2022 15:48:13 - INFO - __main__ - test_th_acc = 0.6964071856287425 04/13/2022 15:48:13 - INFO - __main__ - test_tr_acc = 0.6978043912175649 04/13/2022 15:48:13 - INFO - __main__ - test_ur_acc = 0.6343313373253493 04/13/2022 15:48:13 - INFO - __main__ - test_vi_acc = 0.7161676646706587 04/13/2022 15:48:13 - INFO - __main__ - test_zh_acc = 0.7285429141716567 04/13/2022 15:48:13 - INFO - __main__ - test_avg_acc = 0.7281969394544244 04/13/2022 15:48:14 - INFO - utils - remove old ckpt: xnli_right_avg_new/ckpt/step-497500-test_avg_acc-0.7281969394544244-val_avg_acc-0.7263453815261046 04/13/2022 15:48:14 - INFO - __main__ - ********** Evaluating Done ********** 04/13/2022 15:48:19 - INFO - __main__ - global_steps 497550 loss: 0.07766554 04/13/2022 15:48:23 - INFO - __main__ - global_steps 497600 loss: 0.06940393 04/13/2022 15:48:28 - INFO - __main__ - global_steps 497650 loss: 0.06607093 04/13/2022 15:48:33 - INFO - __main__ - global_steps 497700 loss: 0.07778470 04/13/2022 15:48:38 - INFO - __main__ - global_steps 497750 loss: 0.05811444 04/13/2022 15:48:42 - INFO - __main__ - global_steps 497800 loss: 0.10324925 04/13/2022 15:48:47 - INFO - __main__ - global_steps 497850 loss: 0.11339338 04/13/2022 15:48:52 - INFO - __main__ - global_steps 497900 loss: 0.08595941 04/13/2022 15:48:56 - INFO - __main__ - global_steps 497950 loss: 0.07037120 04/13/2022 15:49:01 - INFO - __main__ - global_steps 498000 loss: 0.05501433 04/13/2022 15:49:06 - INFO - __main__ - global_steps 498050 loss: 0.07030673 04/13/2022 15:49:10 - INFO - __main__ - global_steps 498100 loss: 0.07314771 04/13/2022 15:49:15 - INFO - __main__ - global_steps 498150 loss: 0.06945999 04/13/2022 15:49:20 - INFO - __main__ - global_steps 498200 loss: 0.07181257 04/13/2022 15:49:24 - INFO - __main__ - global_steps 498250 loss: 0.06815521 04/13/2022 15:49:29 - INFO - __main__ - global_steps 498300 loss: 0.07168037 04/13/2022 15:49:34 - INFO - __main__ - global_steps 498350 loss: 0.07140113 04/13/2022 15:49:38 - INFO - __main__ - global_steps 498400 loss: 0.05422607 04/13/2022 15:49:43 - INFO - __main__ - global_steps 498450 loss: 0.05966002 04/13/2022 15:49:48 - INFO - __main__ - global_steps 498500 loss: 0.05926526 04/13/2022 15:49:53 - INFO - __main__ - global_steps 498550 loss: 0.08316375 04/13/2022 15:49:57 - INFO - __main__ - global_steps 498600 loss: 0.11056889 04/13/2022 15:50:02 - INFO - __main__ - global_steps 498650 loss: 0.06490022 04/13/2022 15:50:07 - INFO - __main__ - global_steps 498700 loss: 0.07929965 04/13/2022 15:50:11 - INFO - __main__ - global_steps 498750 loss: 0.11210422 04/13/2022 15:50:16 - INFO - __main__ - global_steps 498800 loss: 0.08731967 04/13/2022 15:50:21 - INFO - __main__ - global_steps 498850 loss: 0.08961078 04/13/2022 15:50:25 - INFO - __main__ - global_steps 498900 loss: 0.05934757 04/13/2022 15:50:30 - INFO - __main__ - global_steps 498950 loss: 0.10326532 04/13/2022 15:50:35 - INFO - __main__ - global_steps 499000 loss: 0.07061338 04/13/2022 15:50:40 - INFO - __main__ - global_steps 499050 loss: 0.09441678 04/13/2022 15:50:44 - INFO - __main__ - global_steps 499100 loss: 0.08965277 04/13/2022 15:50:49 - INFO - __main__ - global_steps 499150 loss: 0.10096615 04/13/2022 15:50:53 - INFO - __main__ - global_steps 499200 loss: 0.11254557 04/13/2022 15:50:58 - INFO - __main__ - global_steps 499250 loss: 0.05877988 04/13/2022 15:51:03 - INFO - __main__ - global_steps 499300 loss: 0.08186843 04/13/2022 15:51:07 - INFO - __main__ - global_steps 499350 loss: 0.06925780 04/13/2022 15:51:12 - INFO - __main__ - global_steps 499400 loss: 0.10716454 04/13/2022 15:51:17 - INFO - __main__ - global_steps 499450 loss: 0.11947916 04/13/2022 15:51:21 - INFO - __main__ - global_steps 499500 loss: 0.04781589 04/13/2022 15:51:26 - INFO - __main__ - global_steps 499550 loss: 0.08721483 04/13/2022 15:51:31 - INFO - __main__ - global_steps 499600 loss: 0.06009339 04/13/2022 15:51:36 - INFO - __main__ - global_steps 499650 loss: 0.06472308 04/13/2022 15:51:40 - INFO - __main__ - global_steps 499700 loss: 0.05354673 04/13/2022 15:51:45 - INFO - __main__ - global_steps 499750 loss: 0.05594616 04/13/2022 15:51:50 - INFO - __main__ - global_steps 499800 loss: 0.05670084 04/13/2022 15:51:54 - INFO - __main__ - global_steps 499850 loss: 0.08877431 04/13/2022 15:51:59 - INFO - __main__ - global_steps 499900 loss: 0.12584486 04/13/2022 15:52:04 - INFO - __main__ - global_steps 499950 loss: 0.10995188 04/13/2022 15:52:08 - INFO - __main__ - global_steps 500000 loss: 0.05891761 04/13/2022 15:52:08 - INFO - __main__ - ********** Running evaluating ********** 04/13/2022 15:52:13 - INFO - __main__ - ########## val_ar_acc 0.6939759036144578 ########## 04/13/2022 15:52:17 - INFO - __main__ - ########## val_bg_acc 0.7413654618473896 ########## 04/13/2022 15:52:22 - INFO - __main__ - ########## val_de_acc 0.7526104417670683 ########## 04/13/2022 15:52:27 - INFO - __main__ - ########## val_el_acc 0.7365461847389558 ########## 04/13/2022 15:52:31 - INFO - __main__ - ########## val_en_acc 0.8429718875502008 ########## 04/13/2022 15:52:35 - INFO - __main__ - ########## val_es_acc 0.772289156626506 ########## 04/13/2022 15:52:40 - INFO - __main__ - ########## val_fr_acc 0.7674698795180723 ########## 04/13/2022 15:52:45 - INFO - __main__ - ########## val_hi_acc 0.665863453815261 ########## 04/13/2022 15:52:50 - INFO - __main__ - ########## val_ru_acc 0.7152610441767068 ########## 04/13/2022 15:52:54 - INFO - __main__ - ########## val_sw_acc 0.6469879518072289 ########## 04/13/2022 15:52:59 - INFO - __main__ - ########## val_th_acc 0.6859437751004016 ########## 04/13/2022 15:53:03 - INFO - __main__ - ########## val_tr_acc 0.6987951807228916 ########## 04/13/2022 15:53:08 - INFO - __main__ - ########## val_ur_acc 0.614859437751004 ########## 04/13/2022 15:53:12 - INFO - __main__ - ########## val_vi_acc 0.7096385542168675 ########## 04/13/2022 15:53:17 - INFO - __main__ - ########## val_zh_acc 0.727710843373494 ########## 04/13/2022 15:53:26 - INFO - __main__ - ########## test_ar_acc 0.7059880239520958 ########## 04/13/2022 15:53:35 - INFO - __main__ - ########## test_bg_acc 0.7459081836327345 ########## 04/13/2022 15:53:44 - INFO - __main__ - ########## test_de_acc 0.7463073852295409 ########## 04/13/2022 15:53:54 - INFO - __main__ - ########## test_el_acc 0.731936127744511 ########## 04/13/2022 15:54:03 - INFO - __main__ - ########## test_en_acc 0.8403193612774451 ########## 04/13/2022 15:54:12 - INFO - __main__ - ########## test_es_acc 0.7802395209580838 ########## 04/13/2022 15:54:22 - INFO - __main__ - ########## test_fr_acc 0.7668662674650698 ########## 04/13/2022 15:54:31 - INFO - __main__ - ########## test_hi_acc 0.6520958083832336 ########## 04/13/2022 15:54:41 - INFO - __main__ - ########## test_ru_acc 0.7287425149700599 ########## 04/13/2022 15:54:50 - INFO - __main__ - ########## test_sw_acc 0.6584830339321357 ########## 04/13/2022 15:54:59 - INFO - __main__ - ########## test_th_acc 0.6822355289421158 ########## 04/13/2022 15:55:08 - INFO - __main__ - ########## test_tr_acc 0.694810379241517 ########## 04/13/2022 15:55:17 - INFO - __main__ - ########## test_ur_acc 0.6183632734530938 ########## 04/13/2022 15:55:26 - INFO - __main__ - ########## test_vi_acc 0.7085828343313373 ########## 04/13/2022 15:55:34 - INFO - __main__ - ########## test_zh_acc 0.716566866267465 ########## 04/13/2022 15:55:34 - INFO - __main__ - val_ar_acc = 0.6939759036144578 04/13/2022 15:55:34 - INFO - __main__ - val_bg_acc = 0.7413654618473896 04/13/2022 15:55:34 - INFO - __main__ - val_de_acc = 0.7526104417670683 04/13/2022 15:55:34 - INFO - __main__ - val_el_acc = 0.7365461847389558 04/13/2022 15:55:34 - INFO - __main__ - val_en_acc = 0.8429718875502008 04/13/2022 15:55:34 - INFO - __main__ - val_es_acc = 0.772289156626506 04/13/2022 15:55:34 - INFO - __main__ - val_fr_acc = 0.7674698795180723 04/13/2022 15:55:34 - INFO - __main__ - val_hi_acc = 0.665863453815261 04/13/2022 15:55:34 - INFO - __main__ - val_ru_acc = 0.7152610441767068 04/13/2022 15:55:34 - INFO - __main__ - val_sw_acc = 0.6469879518072289 04/13/2022 15:55:34 - INFO - __main__ - val_th_acc = 0.6859437751004016 04/13/2022 15:55:34 - INFO - __main__ - val_tr_acc = 0.6987951807228916 04/13/2022 15:55:34 - INFO - __main__ - val_ur_acc = 0.614859437751004 04/13/2022 15:55:34 - INFO - __main__ - val_vi_acc = 0.7096385542168675 04/13/2022 15:55:34 - INFO - __main__ - val_zh_acc = 0.727710843373494 04/13/2022 15:55:34 - INFO - __main__ - val_avg_acc = 0.718152610441767 04/13/2022 15:55:34 - INFO - __main__ - test_ar_acc = 0.7059880239520958 04/13/2022 15:55:34 - INFO - __main__ - test_bg_acc = 0.7459081836327345 04/13/2022 15:55:34 - INFO - __main__ - test_de_acc = 0.7463073852295409 04/13/2022 15:55:34 - INFO - __main__ - test_el_acc = 0.731936127744511 04/13/2022 15:55:34 - INFO - __main__ - test_en_acc = 0.8403193612774451 04/13/2022 15:55:34 - INFO - __main__ - test_es_acc = 0.7802395209580838 04/13/2022 15:55:34 - INFO - __main__ - test_fr_acc = 0.7668662674650698 04/13/2022 15:55:34 - INFO - __main__ - test_hi_acc = 0.6520958083832336 04/13/2022 15:55:34 - INFO - __main__ - test_ru_acc = 0.7287425149700599 04/13/2022 15:55:34 - INFO - __main__ - test_sw_acc = 0.6584830339321357 04/13/2022 15:55:34 - INFO - __main__ - test_th_acc = 0.6822355289421158 04/13/2022 15:55:34 - INFO - __main__ - test_tr_acc = 0.694810379241517 04/13/2022 15:55:34 - INFO - __main__ - test_ur_acc = 0.6183632734530938 04/13/2022 15:55:34 - INFO - __main__ - test_vi_acc = 0.7085828343313373 04/13/2022 15:55:34 - INFO - __main__ - test_zh_acc = 0.716566866267465 04/13/2022 15:55:34 - INFO - __main__ - test_avg_acc = 0.7184963406520293 04/13/2022 15:55:36 - INFO - utils - remove old ckpt: xnli_right_avg_new/ckpt/step-500000-test_avg_acc-0.7184963406520293-val_avg_acc-0.718152610441767 04/13/2022 15:55:36 - INFO - __main__ - ********** Evaluating Done ********** 04/13/2022 15:55:40 - INFO - __main__ - global_steps 500050 loss: 0.05497267 04/13/2022 15:55:45 - INFO - __main__ - global_steps 500100 loss: 0.04957394 04/13/2022 15:55:50 - INFO - __main__ - global_steps 500150 loss: 0.09881889 04/13/2022 15:55:54 - INFO - __main__ - global_steps 500200 loss: 0.06612839 04/13/2022 15:55:59 - INFO - __main__ - global_steps 500250 loss: 0.06887700 04/13/2022 15:56:04 - INFO - __main__ - global_steps 500300 loss: 0.08817742 04/13/2022 15:56:08 - INFO - __main__ - global_steps 500350 loss: 0.06257065 04/13/2022 15:56:13 - INFO - __main__ - global_steps 500400 loss: 0.03998528 04/13/2022 15:56:18 - INFO - __main__ - global_steps 500450 loss: 0.05635175 04/13/2022 15:56:22 - INFO - __main__ - global_steps 500500 loss: 0.07347225 04/13/2022 15:56:27 - INFO - __main__ - global_steps 500550 loss: 0.09271069 04/13/2022 15:56:31 - INFO - __main__ - global_steps 500600 loss: 0.07398122 04/13/2022 15:56:36 - INFO - __main__ - global_steps 500650 loss: 0.09333814 04/13/2022 15:56:40 - INFO - __main__ - global_steps 500700 loss: 0.08548529 04/13/2022 15:56:45 - INFO - __main__ - global_steps 500750 loss: 0.10859810 04/13/2022 15:56:50 - INFO - __main__ - global_steps 500800 loss: 0.07258064 04/13/2022 15:56:55 - INFO - __main__ - global_steps 500850 loss: 0.07260265 04/13/2022 15:56:59 - INFO - __main__ - global_steps 500900 loss: 0.07707755 04/13/2022 15:57:04 - INFO - __main__ - global_steps 500950 loss: 0.04339594 04/13/2022 15:57:09 - INFO - __main__ - global_steps 501000 loss: 0.06250483 04/13/2022 15:57:13 - INFO - __main__ - global_steps 501050 loss: 0.07155737 04/13/2022 15:57:18 - INFO - __main__ - global_steps 501100 loss: 0.05624400 04/13/2022 15:57:23 - INFO - __main__ - global_steps 501150 loss: 0.07655139 04/13/2022 15:57:28 - INFO - __main__ - global_steps 501200 loss: 0.04067524 04/13/2022 15:57:32 - INFO - __main__ - global_steps 501250 loss: 0.05887736 04/13/2022 15:57:37 - INFO - __main__ - global_steps 501300 loss: 0.06917497 04/13/2022 15:57:42 - INFO - __main__ - global_steps 501350 loss: 0.10362174 04/13/2022 15:57:46 - INFO - __main__ - global_steps 501400 loss: 0.06206654 04/13/2022 15:57:51 - INFO - __main__ - global_steps 501450 loss: 0.12651892 04/13/2022 15:57:56 - INFO - __main__ - global_steps 501500 loss: 0.08684751 04/13/2022 15:58:01 - INFO - __main__ - global_steps 501550 loss: 0.07309577 04/13/2022 15:58:05 - INFO - __main__ - global_steps 501600 loss: 0.05713467 04/13/2022 15:58:10 - INFO - __main__ - global_steps 501650 loss: 0.08360885 04/13/2022 15:58:15 - INFO - __main__ - global_steps 501700 loss: 0.08021899 04/13/2022 15:58:19 - INFO - __main__ - global_steps 501750 loss: 0.08413087 04/13/2022 15:58:24 - INFO - __main__ - global_steps 501800 loss: 0.06205368 04/13/2022 15:58:29 - INFO - __main__ - global_steps 501850 loss: 0.08686303 04/13/2022 15:58:33 - INFO - __main__ - global_steps 501900 loss: 0.05932270 04/13/2022 15:58:38 - INFO - __main__ - global_steps 501950 loss: 0.06798509 04/13/2022 15:58:43 - INFO - __main__ - global_steps 502000 loss: 0.08764065 04/13/2022 15:58:47 - INFO - __main__ - global_steps 502050 loss: 0.07355969 04/13/2022 15:58:52 - INFO - __main__ - global_steps 502100 loss: 0.07918972 04/13/2022 15:58:57 - INFO - __main__ - global_steps 502150 loss: 0.09083044 04/13/2022 15:59:01 - INFO - __main__ - global_steps 502200 loss: 0.09818716 04/13/2022 15:59:06 - INFO - __main__ - global_steps 502250 loss: 0.07726262 04/13/2022 15:59:11 - INFO - __main__ - global_steps 502300 loss: 0.08920104 04/13/2022 15:59:15 - INFO - __main__ - global_steps 502350 loss: 0.09587449 04/13/2022 15:59:20 - INFO - __main__ - global_steps 502400 loss: 0.06308776 04/13/2022 15:59:25 - INFO - __main__ - global_steps 502450 loss: 0.10483458 04/13/2022 15:59:29 - INFO - __main__ - global_steps 502500 loss: 0.09927841 04/13/2022 15:59:29 - INFO - __main__ - ********** Running evaluating ********** 04/13/2022 15:59:34 - INFO - __main__ - ########## val_ar_acc 0.6903614457831325 ########## 04/13/2022 15:59:38 - INFO - __main__ - ########## val_bg_acc 0.7441767068273092 ########## 04/13/2022 15:59:43 - INFO - __main__ - ########## val_de_acc 0.7530120481927711 ########## 04/13/2022 15:59:48 - INFO - __main__ - ########## val_el_acc 0.7317269076305221 ########## 04/13/2022 15:59:52 - INFO - __main__ - ########## val_en_acc 0.8453815261044176 ########## 04/13/2022 15:59:56 - INFO - __main__ - ########## val_es_acc 0.7690763052208835 ########## 04/13/2022 16:00:01 - INFO - __main__ - ########## val_fr_acc 0.7642570281124498 ########## 04/13/2022 16:00:06 - INFO - __main__ - ########## val_hi_acc 0.6534136546184739 ########## 04/13/2022 16:00:11 - INFO - __main__ - ########## val_ru_acc 0.7172690763052209 ########## 04/13/2022 16:00:15 - INFO - __main__ - ########## val_sw_acc 0.6445783132530121 ########## 04/13/2022 16:00:19 - INFO - __main__ - ########## val_th_acc 0.6779116465863454 ########## 04/13/2022 16:00:24 - INFO - __main__ - ########## val_tr_acc 0.6967871485943775 ########## 04/13/2022 16:00:28 - INFO - __main__ - ########## val_ur_acc 0.6180722891566265 ########## 04/13/2022 16:00:33 - INFO - __main__ - ########## val_vi_acc 0.7028112449799196 ########## 04/13/2022 16:00:37 - INFO - __main__ - ########## val_zh_acc 0.7220883534136546 ########## 04/13/2022 16:00:46 - INFO - __main__ - ########## test_ar_acc 0.7029940119760479 ########## 04/13/2022 16:00:56 - INFO - __main__ - ########## test_bg_acc 0.7489021956087825 ########## 04/13/2022 16:01:05 - INFO - __main__ - ########## test_de_acc 0.7485029940119761 ########## 04/13/2022 16:01:15 - INFO - __main__ - ########## test_el_acc 0.7279441117764471 ########## 04/13/2022 16:01:23 - INFO - __main__ - ########## test_en_acc 0.8359281437125748 ########## 04/13/2022 16:01:33 - INFO - __main__ - ########## test_es_acc 0.7776447105788423 ########## 04/13/2022 16:01:42 - INFO - __main__ - ########## test_fr_acc 0.7692614770459082 ########## 04/13/2022 16:01:52 - INFO - __main__ - ########## test_hi_acc 0.6534930139720558 ########## 04/13/2022 16:02:01 - INFO - __main__ - ########## test_ru_acc 0.7269461077844311 ########## 04/13/2022 16:02:10 - INFO - __main__ - ########## test_sw_acc 0.6538922155688622 ########## 04/13/2022 16:02:19 - INFO - __main__ - ########## test_th_acc 0.6854291417165669 ########## 04/13/2022 16:02:28 - INFO - __main__ - ########## test_tr_acc 0.6924151696606786 ########## 04/13/2022 16:02:38 - INFO - __main__ - ########## test_ur_acc 0.6225548902195609 ########## 04/13/2022 16:02:47 - INFO - __main__ - ########## test_vi_acc 0.7111776447105789 ########## 04/13/2022 16:02:56 - INFO - __main__ - ########## test_zh_acc 0.712375249500998 ########## 04/13/2022 16:02:56 - INFO - __main__ - val_ar_acc = 0.6903614457831325 04/13/2022 16:02:56 - INFO - __main__ - val_bg_acc = 0.7441767068273092 04/13/2022 16:02:56 - INFO - __main__ - val_de_acc = 0.7530120481927711 04/13/2022 16:02:56 - INFO - __main__ - val_el_acc = 0.7317269076305221 04/13/2022 16:02:56 - INFO - __main__ - val_en_acc = 0.8453815261044176 04/13/2022 16:02:56 - INFO - __main__ - val_es_acc = 0.7690763052208835 04/13/2022 16:02:56 - INFO - __main__ - val_fr_acc = 0.7642570281124498 04/13/2022 16:02:56 - INFO - __main__ - val_hi_acc = 0.6534136546184739 04/13/2022 16:02:56 - INFO - __main__ - val_ru_acc = 0.7172690763052209 04/13/2022 16:02:56 - INFO - __main__ - val_sw_acc = 0.6445783132530121 04/13/2022 16:02:56 - INFO - __main__ - val_th_acc = 0.6779116465863454 04/13/2022 16:02:56 - INFO - __main__ - val_tr_acc = 0.6967871485943775 04/13/2022 16:02:56 - INFO - __main__ - val_ur_acc = 0.6180722891566265 04/13/2022 16:02:56 - INFO - __main__ - val_vi_acc = 0.7028112449799196 04/13/2022 16:02:56 - INFO - __main__ - val_zh_acc = 0.7220883534136546 04/13/2022 16:02:56 - INFO - __main__ - val_avg_acc = 0.7153949129852745 04/13/2022 16:02:56 - INFO - __main__ - test_ar_acc = 0.7029940119760479 04/13/2022 16:02:56 - INFO - __main__ - test_bg_acc = 0.7489021956087825 04/13/2022 16:02:56 - INFO - __main__ - test_de_acc = 0.7485029940119761 04/13/2022 16:02:56 - INFO - __main__ - test_el_acc = 0.7279441117764471 04/13/2022 16:02:56 - INFO - __main__ - test_en_acc = 0.8359281437125748 04/13/2022 16:02:56 - INFO - __main__ - test_es_acc = 0.7776447105788423 04/13/2022 16:02:56 - INFO - __main__ - test_fr_acc = 0.7692614770459082 04/13/2022 16:02:56 - INFO - __main__ - test_hi_acc = 0.6534930139720558 04/13/2022 16:02:56 - INFO - __main__ - test_ru_acc = 0.7269461077844311 04/13/2022 16:02:56 - INFO - __main__ - test_sw_acc = 0.6538922155688622 04/13/2022 16:02:56 - INFO - __main__ - test_th_acc = 0.6854291417165669 04/13/2022 16:02:56 - INFO - __main__ - test_tr_acc = 0.6924151696606786 04/13/2022 16:02:56 - INFO - __main__ - test_ur_acc = 0.6225548902195609 04/13/2022 16:02:56 - INFO - __main__ - test_vi_acc = 0.7111776447105789 04/13/2022 16:02:56 - INFO - __main__ - test_zh_acc = 0.712375249500998 04/13/2022 16:02:56 - INFO - __main__ - test_avg_acc = 0.7179640718562873 04/13/2022 16:02:57 - INFO - utils - remove old ckpt: xnli_right_avg_new/ckpt/step-502500-test_avg_acc-0.7179640718562873-val_avg_acc-0.7153949129852745 04/13/2022 16:02:57 - INFO - __main__ - ********** Evaluating Done ********** 04/13/2022 16:03:02 - INFO - __main__ - global_steps 502550 loss: 0.09875809 04/13/2022 16:03:06 - INFO - __main__ - global_steps 502600 loss: 0.06954337 04/13/2022 16:03:11 - INFO - __main__ - global_steps 502650 loss: 0.06206755 04/13/2022 16:03:16 - INFO - __main__ - global_steps 502700 loss: 0.07922287 04/13/2022 16:03:21 - INFO - __main__ - global_steps 502750 loss: 0.11338095 04/13/2022 16:03:25 - INFO - __main__ - global_steps 502800 loss: 0.04644050 04/13/2022 16:03:30 - INFO - __main__ - global_steps 502850 loss: 0.05045748 04/13/2022 16:03:35 - INFO - __main__ - global_steps 502900 loss: 0.04144532 04/13/2022 16:03:39 - INFO - __main__ - global_steps 502950 loss: 0.07608427 04/13/2022 16:03:44 - INFO - __main__ - global_steps 503000 loss: 0.08827999 04/13/2022 16:03:49 - INFO - __main__ - global_steps 503050 loss: 0.11050501 04/13/2022 16:03:54 - INFO - __main__ - global_steps 503100 loss: 0.08191717 04/13/2022 16:03:58 - INFO - __main__ - global_steps 503150 loss: 0.06952032 04/13/2022 16:04:03 - INFO - __main__ - global_steps 503200 loss: 0.07988065 04/13/2022 16:04:08 - INFO - __main__ - global_steps 503250 loss: 0.11955571 04/13/2022 16:04:12 - INFO - __main__ - global_steps 503300 loss: 0.04762792 04/13/2022 16:04:17 - INFO - __main__ - global_steps 503350 loss: 0.07458324 04/13/2022 16:04:21 - INFO - __main__ - global_steps 503400 loss: 0.05196694 04/13/2022 16:04:26 - INFO - __main__ - global_steps 503450 loss: 0.03710629 04/13/2022 16:04:31 - INFO - __main__ - global_steps 503500 loss: 0.09471818 04/13/2022 16:04:36 - INFO - __main__ - global_steps 503550 loss: 0.10392763 04/13/2022 16:04:40 - INFO - __main__ - global_steps 503600 loss: 0.08492540 04/13/2022 16:04:45 - INFO - __main__ - global_steps 503650 loss: 0.09582117 04/13/2022 16:04:50 - INFO - __main__ - global_steps 503700 loss: 0.12699307 04/13/2022 16:04:55 - INFO - __main__ - global_steps 503750 loss: 0.12414328 04/13/2022 16:04:59 - INFO - __main__ - global_steps 503800 loss: 0.05365140 04/13/2022 16:05:04 - INFO - __main__ - global_steps 503850 loss: 0.06862491 04/13/2022 16:05:09 - INFO - __main__ - global_steps 503900 loss: 0.08588408 04/13/2022 16:05:14 - INFO - __main__ - global_steps 503950 loss: 0.09104953 04/13/2022 16:05:18 - INFO - __main__ - global_steps 504000 loss: 0.05263436 04/13/2022 16:05:23 - INFO - __main__ - global_steps 504050 loss: 0.04357796 04/13/2022 16:05:28 - INFO - __main__ - global_steps 504100 loss: 0.08332436 04/13/2022 16:05:32 - INFO - __main__ - global_steps 504150 loss: 0.07450327 04/13/2022 16:05:37 - INFO - __main__ - global_steps 504200 loss: 0.05026672 04/13/2022 16:05:42 - INFO - __main__ - global_steps 504250 loss: 0.10012777 04/13/2022 16:05:47 - INFO - __main__ - global_steps 504300 loss: 0.08113698 04/13/2022 16:05:51 - INFO - __main__ - global_steps 504350 loss: 0.09998811 04/13/2022 16:05:56 - INFO - __main__ - global_steps 504400 loss: 0.09445594 04/13/2022 16:06:01 - INFO - __main__ - global_steps 504450 loss: 0.07615391 04/13/2022 16:06:05 - INFO - __main__ - global_steps 504500 loss: 0.05798566 04/13/2022 16:06:10 - INFO - __main__ - global_steps 504550 loss: 0.12631620 04/13/2022 16:06:15 - INFO - __main__ - global_steps 504600 loss: 0.08703009 04/13/2022 16:06:20 - INFO - __main__ - global_steps 504650 loss: 0.08681066 04/13/2022 16:06:24 - INFO - __main__ - global_steps 504700 loss: 0.09188369 04/13/2022 16:06:29 - INFO - __main__ - global_steps 504750 loss: 0.11811777 04/13/2022 16:06:34 - INFO - __main__ - global_steps 504800 loss: 0.06775479 04/13/2022 16:06:39 - INFO - __main__ - global_steps 504850 loss: 0.05717066 04/13/2022 16:06:43 - INFO - __main__ - global_steps 504900 loss: 0.05043220 04/13/2022 16:06:48 - INFO - __main__ - global_steps 504950 loss: 0.07682306 04/13/2022 16:06:53 - INFO - __main__ - global_steps 505000 loss: 0.04991634 04/13/2022 16:06:53 - INFO - __main__ - ********** Running evaluating ********** 04/13/2022 16:06:57 - INFO - __main__ - ########## val_ar_acc 0.6839357429718875 ########## 04/13/2022 16:07:02 - INFO - __main__ - ########## val_bg_acc 0.7433734939759036 ########## 04/13/2022 16:07:06 - INFO - __main__ - ########## val_de_acc 0.7473895582329317 ########## 04/13/2022 16:07:11 - INFO - __main__ - ########## val_el_acc 0.7281124497991968 ########## 04/13/2022 16:07:15 - INFO - __main__ - ########## val_en_acc 0.838152610441767 ########## 04/13/2022 16:07:20 - INFO - __main__ - ########## val_es_acc 0.772289156626506 ########## 04/13/2022 16:07:25 - INFO - __main__ - ########## val_fr_acc 0.7590361445783133 ########## 04/13/2022 16:07:29 - INFO - __main__ - ########## val_hi_acc 0.6542168674698795 ########## 04/13/2022 16:07:34 - INFO - __main__ - ########## val_ru_acc 0.7108433734939759 ########## 04/13/2022 16:07:38 - INFO - __main__ - ########## val_sw_acc 0.6413654618473895 ########## 04/13/2022 16:07:43 - INFO - __main__ - ########## val_th_acc 0.6706827309236948 ########## 04/13/2022 16:07:47 - INFO - __main__ - ########## val_tr_acc 0.6911646586345381 ########## 04/13/2022 16:07:52 - INFO - __main__ - ########## val_ur_acc 0.6092369477911647 ########## 04/13/2022 16:07:57 - INFO - __main__ - ########## val_vi_acc 0.7116465863453815 ########## 04/13/2022 16:08:01 - INFO - __main__ - ########## val_zh_acc 0.7204819277108434 ########## 04/13/2022 16:08:10 - INFO - __main__ - ########## test_ar_acc 0.7007984031936128 ########## 04/13/2022 16:08:19 - INFO - __main__ - ########## test_bg_acc 0.7401197604790419 ########## 04/13/2022 16:08:29 - INFO - __main__ - ########## test_de_acc 0.7439121756487026 ########## 04/13/2022 16:08:38 - INFO - __main__ - ########## test_el_acc 0.7235528942115769 ########## 04/13/2022 16:08:47 - INFO - __main__ - ########## test_en_acc 0.8347305389221557 ########## 04/13/2022 16:08:56 - INFO - __main__ - ########## test_es_acc 0.7718562874251497 ########## 04/13/2022 16:09:06 - INFO - __main__ - ########## test_fr_acc 0.7646706586826347 ########## 04/13/2022 16:09:16 - INFO - __main__ - ########## test_hi_acc 0.6481037924151697 ########## 04/13/2022 16:09:25 - INFO - __main__ - ########## test_ru_acc 0.7197604790419162 ########## 04/13/2022 16:09:34 - INFO - __main__ - ########## test_sw_acc 0.6493013972055888 ########## 04/13/2022 16:09:43 - INFO - __main__ - ########## test_th_acc 0.6776447105788423 ########## 04/13/2022 16:09:52 - INFO - __main__ - ########## test_tr_acc 0.687624750499002 ########## 04/13/2022 16:10:01 - INFO - __main__ - ########## test_ur_acc 0.6107784431137725 ########## 04/13/2022 16:10:11 - INFO - __main__ - ########## test_vi_acc 0.7101796407185629 ########## 04/13/2022 16:10:20 - INFO - __main__ - ########## test_zh_acc 0.7087824351297405 ########## 04/13/2022 16:10:20 - INFO - __main__ - val_ar_acc = 0.6839357429718875 04/13/2022 16:10:20 - INFO - __main__ - val_bg_acc = 0.7433734939759036 04/13/2022 16:10:20 - INFO - __main__ - val_de_acc = 0.7473895582329317 04/13/2022 16:10:20 - INFO - __main__ - val_el_acc = 0.7281124497991968 04/13/2022 16:10:20 - INFO - __main__ - val_en_acc = 0.838152610441767 04/13/2022 16:10:20 - INFO - __main__ - val_es_acc = 0.772289156626506 04/13/2022 16:10:20 - INFO - __main__ - val_fr_acc = 0.7590361445783133 04/13/2022 16:10:20 - INFO - __main__ - val_hi_acc = 0.6542168674698795 04/13/2022 16:10:20 - INFO - __main__ - val_ru_acc = 0.7108433734939759 04/13/2022 16:10:20 - INFO - __main__ - val_sw_acc = 0.6413654618473895 04/13/2022 16:10:20 - INFO - __main__ - val_th_acc = 0.6706827309236948 04/13/2022 16:10:20 - INFO - __main__ - val_tr_acc = 0.6911646586345381 04/13/2022 16:10:20 - INFO - __main__ - val_ur_acc = 0.6092369477911647 04/13/2022 16:10:20 - INFO - __main__ - val_vi_acc = 0.7116465863453815 04/13/2022 16:10:20 - INFO - __main__ - val_zh_acc = 0.7204819277108434 04/13/2022 16:10:20 - INFO - __main__ - val_avg_acc = 0.7121285140562248 04/13/2022 16:10:20 - INFO - __main__ - test_ar_acc = 0.7007984031936128 04/13/2022 16:10:20 - INFO - __main__ - test_bg_acc = 0.7401197604790419 04/13/2022 16:10:20 - INFO - __main__ - test_de_acc = 0.7439121756487026 04/13/2022 16:10:20 - INFO - __main__ - test_el_acc = 0.7235528942115769 04/13/2022 16:10:20 - INFO - __main__ - test_en_acc = 0.8347305389221557 04/13/2022 16:10:20 - INFO - __main__ - test_es_acc = 0.7718562874251497 04/13/2022 16:10:20 - INFO - __main__ - test_fr_acc = 0.7646706586826347 04/13/2022 16:10:20 - INFO - __main__ - test_hi_acc = 0.6481037924151697 04/13/2022 16:10:20 - INFO - __main__ - test_ru_acc = 0.7197604790419162 04/13/2022 16:10:20 - INFO - __main__ - test_sw_acc = 0.6493013972055888 04/13/2022 16:10:20 - INFO - __main__ - test_th_acc = 0.6776447105788423 04/13/2022 16:10:20 - INFO - __main__ - test_tr_acc = 0.687624750499002 04/13/2022 16:10:20 - INFO - __main__ - test_ur_acc = 0.6107784431137725 04/13/2022 16:10:20 - INFO - __main__ - test_vi_acc = 0.7101796407185629 04/13/2022 16:10:20 - INFO - __main__ - test_zh_acc = 0.7087824351297405 04/13/2022 16:10:20 - INFO - __main__ - test_avg_acc = 0.7127877578176981 04/13/2022 16:10:21 - INFO - utils - remove old ckpt: xnli_right_avg_new/ckpt/step-505000-test_avg_acc-0.7127877578176981-val_avg_acc-0.7121285140562248 04/13/2022 16:10:21 - INFO - __main__ - ********** Evaluating Done ********** 04/13/2022 16:10:26 - INFO - __main__ - global_steps 505050 loss: 0.08789902 04/13/2022 16:10:30 - INFO - __main__ - global_steps 505100 loss: 0.09181973 04/13/2022 16:10:35 - INFO - __main__ - global_steps 505150 loss: 0.04896679 04/13/2022 16:10:40 - INFO - __main__ - global_steps 505200 loss: 0.09720576 04/13/2022 16:10:45 - INFO - __main__ - global_steps 505250 loss: 0.05773027 04/13/2022 16:10:49 - INFO - __main__ - global_steps 505300 loss: 0.05074442 04/13/2022 16:10:54 - INFO - __main__ - global_steps 505350 loss: 0.05170874 04/13/2022 16:10:59 - INFO - __main__ - global_steps 505400 loss: 0.07996958 04/13/2022 16:11:03 - INFO - __main__ - global_steps 505450 loss: 0.06197034 04/13/2022 16:11:08 - INFO - __main__ - global_steps 505500 loss: 0.08340621 04/13/2022 16:11:13 - INFO - __main__ - global_steps 505550 loss: 0.07590379 04/13/2022 16:11:18 - INFO - __main__ - global_steps 505600 loss: 0.09870439 04/13/2022 16:11:22 - INFO - __main__ - global_steps 505650 loss: 0.13295437 04/13/2022 16:11:27 - INFO - __main__ - global_steps 505700 loss: 0.08815925 04/13/2022 16:11:32 - INFO - __main__ - global_steps 505750 loss: 0.06300708 04/13/2022 16:11:36 - INFO - __main__ - global_steps 505800 loss: 0.12551284 04/13/2022 16:11:41 - INFO - __main__ - global_steps 505850 loss: 0.05754382 04/13/2022 16:11:46 - INFO - __main__ - global_steps 505900 loss: 0.10541592 04/13/2022 16:11:50 - INFO - __main__ - global_steps 505950 loss: 0.08567890 04/13/2022 16:11:55 - INFO - __main__ - global_steps 506000 loss: 0.08767658 04/13/2022 16:12:00 - INFO - __main__ - global_steps 506050 loss: 0.07288837 04/13/2022 16:12:04 - INFO - __main__ - global_steps 506100 loss: 0.04346128 04/13/2022 16:12:08 - INFO - __main__ - global_steps 506150 loss: 0.03925746 04/13/2022 16:12:13 - INFO - __main__ - global_steps 506200 loss: 0.08099325 04/13/2022 16:12:18 - INFO - __main__ - global_steps 506250 loss: 0.05405130 04/13/2022 16:12:22 - INFO - __main__ - global_steps 506300 loss: 0.05172206 04/13/2022 16:12:27 - INFO - __main__ - global_steps 506350 loss: 0.08073198 04/13/2022 16:12:32 - INFO - __main__ - global_steps 506400 loss: 0.10536633 04/13/2022 16:12:36 - INFO - __main__ - global_steps 506450 loss: 0.08132127 04/13/2022 16:12:41 - INFO - __main__ - global_steps 506500 loss: 0.05370263 04/13/2022 16:12:46 - INFO - __main__ - global_steps 506550 loss: 0.07894594 04/13/2022 16:12:51 - INFO - __main__ - global_steps 506600 loss: 0.07775467 04/13/2022 16:12:55 - INFO - __main__ - global_steps 506650 loss: 0.06258046 04/13/2022 16:13:00 - INFO - __main__ - global_steps 506700 loss: 0.08734961 04/13/2022 16:13:05 - INFO - __main__ - global_steps 506750 loss: 0.08103799 04/13/2022 16:13:10 - INFO - __main__ - global_steps 506800 loss: 0.07336955 04/13/2022 16:13:14 - INFO - __main__ - global_steps 506850 loss: 0.07500993 04/13/2022 16:13:19 - INFO - __main__ - global_steps 506900 loss: 0.07965210 04/13/2022 16:13:24 - INFO - __main__ - global_steps 506950 loss: 0.04918269 04/13/2022 16:13:28 - INFO - __main__ - global_steps 507000 loss: 0.08517224 04/13/2022 16:13:33 - INFO - __main__ - global_steps 507050 loss: 0.07723673 04/13/2022 16:13:38 - INFO - __main__ - global_steps 507100 loss: 0.13047549 04/13/2022 16:13:43 - INFO - __main__ - global_steps 507150 loss: 0.05636101 04/13/2022 16:13:47 - INFO - __main__ - global_steps 507200 loss: 0.04915690 04/13/2022 16:13:52 - INFO - __main__ - global_steps 507250 loss: 0.06775789 04/13/2022 16:13:57 - INFO - __main__ - global_steps 507300 loss: 0.06444948 04/13/2022 16:14:01 - INFO - __main__ - global_steps 507350 loss: 0.04845619 04/13/2022 16:14:06 - INFO - __main__ - global_steps 507400 loss: 0.09083601 04/13/2022 16:14:11 - INFO - __main__ - global_steps 507450 loss: 0.08220536 04/13/2022 16:14:15 - INFO - __main__ - global_steps 507500 loss: 0.05153806 04/13/2022 16:14:15 - INFO - __main__ - ********** Running evaluating ********** 04/13/2022 16:14:20 - INFO - __main__ - ########## val_ar_acc 0.704417670682731 ########## 04/13/2022 16:14:24 - INFO - __main__ - ########## val_bg_acc 0.7506024096385542 ########## 04/13/2022 16:14:29 - INFO - __main__ - ########## val_de_acc 0.7590361445783133 ########## 04/13/2022 16:14:34 - INFO - __main__ - ########## val_el_acc 0.7473895582329317 ########## 04/13/2022 16:14:38 - INFO - __main__ - ########## val_en_acc 0.8518072289156626 ########## 04/13/2022 16:14:42 - INFO - __main__ - ########## val_es_acc 0.7759036144578313 ########## 04/13/2022 16:14:47 - INFO - __main__ - ########## val_fr_acc 0.7686746987951807 ########## 04/13/2022 16:14:52 - INFO - __main__ - ########## val_hi_acc 0.6662650602409639 ########## 04/13/2022 16:14:57 - INFO - __main__ - ########## val_ru_acc 0.7269076305220884 ########## 04/13/2022 16:15:01 - INFO - __main__ - ########## val_sw_acc 0.6634538152610442 ########## 04/13/2022 16:15:05 - INFO - __main__ - ########## val_th_acc 0.6879518072289157 ########## 04/13/2022 16:15:10 - INFO - __main__ - ########## val_tr_acc 0.7076305220883534 ########## 04/13/2022 16:15:15 - INFO - __main__ - ########## val_ur_acc 0.6196787148594377 ########## 04/13/2022 16:15:19 - INFO - __main__ - ########## val_vi_acc 0.7232931726907631 ########## 04/13/2022 16:15:23 - INFO - __main__ - ########## val_zh_acc 0.7293172690763052 ########## 04/13/2022 16:15:32 - INFO - __main__ - ########## test_ar_acc 0.7167664670658682 ########## 04/13/2022 16:15:41 - INFO - __main__ - ########## test_bg_acc 0.7544910179640718 ########## 04/13/2022 16:15:50 - INFO - __main__ - ########## test_de_acc 0.7528942115768463 ########## 04/13/2022 16:15:59 - INFO - __main__ - ########## test_el_acc 0.7385229540918163 ########## 04/13/2022 16:16:08 - INFO - __main__ - ########## test_en_acc 0.8399201596806387 ########## 04/13/2022 16:16:17 - INFO - __main__ - ########## test_es_acc 0.7860279441117765 ########## 04/13/2022 16:16:27 - INFO - __main__ - ########## test_fr_acc 0.781437125748503 ########## 04/13/2022 16:16:37 - INFO - __main__ - ########## test_hi_acc 0.6558882235528942 ########## 04/13/2022 16:16:46 - INFO - __main__ - ########## test_ru_acc 0.7389221556886227 ########## 04/13/2022 16:16:55 - INFO - __main__ - ########## test_sw_acc 0.6672654690618762 ########## 04/13/2022 16:17:04 - INFO - __main__ - ########## test_th_acc 0.6960079840319361 ########## 04/13/2022 16:17:13 - INFO - __main__ - ########## test_tr_acc 0.700998003992016 ########## 04/13/2022 16:17:23 - INFO - __main__ - ########## test_ur_acc 0.6233532934131737 ########## 04/13/2022 16:17:32 - INFO - __main__ - ########## test_vi_acc 0.7203592814371258 ########## 04/13/2022 16:17:41 - INFO - __main__ - ########## test_zh_acc 0.7239520958083833 ########## 04/13/2022 16:17:41 - INFO - __main__ - val_ar_acc = 0.704417670682731 04/13/2022 16:17:41 - INFO - __main__ - val_bg_acc = 0.7506024096385542 04/13/2022 16:17:41 - INFO - __main__ - val_de_acc = 0.7590361445783133 04/13/2022 16:17:41 - INFO - __main__ - val_el_acc = 0.7473895582329317 04/13/2022 16:17:41 - INFO - __main__ - val_en_acc = 0.8518072289156626 04/13/2022 16:17:41 - INFO - __main__ - val_es_acc = 0.7759036144578313 04/13/2022 16:17:41 - INFO - __main__ - val_fr_acc = 0.7686746987951807 04/13/2022 16:17:41 - INFO - __main__ - val_hi_acc = 0.6662650602409639 04/13/2022 16:17:41 - INFO - __main__ - val_ru_acc = 0.7269076305220884 04/13/2022 16:17:41 - INFO - __main__ - val_sw_acc = 0.6634538152610442 04/13/2022 16:17:41 - INFO - __main__ - val_th_acc = 0.6879518072289157 04/13/2022 16:17:41 - INFO - __main__ - val_tr_acc = 0.7076305220883534 04/13/2022 16:17:41 - INFO - __main__ - val_ur_acc = 0.6196787148594377 04/13/2022 16:17:41 - INFO - __main__ - val_vi_acc = 0.7232931726907631 04/13/2022 16:17:41 - INFO - __main__ - val_zh_acc = 0.7293172690763052 04/13/2022 16:17:41 - INFO - __main__ - val_avg_acc = 0.7254886211512717 04/13/2022 16:17:41 - INFO - __main__ - test_ar_acc = 0.7167664670658682 04/13/2022 16:17:41 - INFO - __main__ - test_bg_acc = 0.7544910179640718 04/13/2022 16:17:41 - INFO - __main__ - test_de_acc = 0.7528942115768463 04/13/2022 16:17:41 - INFO - __main__ - test_el_acc = 0.7385229540918163 04/13/2022 16:17:41 - INFO - __main__ - test_en_acc = 0.8399201596806387 04/13/2022 16:17:41 - INFO - __main__ - test_es_acc = 0.7860279441117765 04/13/2022 16:17:41 - INFO - __main__ - test_fr_acc = 0.781437125748503 04/13/2022 16:17:41 - INFO - __main__ - test_hi_acc = 0.6558882235528942 04/13/2022 16:17:41 - INFO - __main__ - test_ru_acc = 0.7389221556886227 04/13/2022 16:17:41 - INFO - __main__ - test_sw_acc = 0.6672654690618762 04/13/2022 16:17:41 - INFO - __main__ - test_th_acc = 0.6960079840319361 04/13/2022 16:17:41 - INFO - __main__ - test_tr_acc = 0.700998003992016 04/13/2022 16:17:41 - INFO - __main__ - test_ur_acc = 0.6233532934131737 04/13/2022 16:17:41 - INFO - __main__ - test_vi_acc = 0.7203592814371258 04/13/2022 16:17:41 - INFO - __main__ - test_zh_acc = 0.7239520958083833 04/13/2022 16:17:41 - INFO - __main__ - test_avg_acc = 0.7264537591483701 04/13/2022 16:17:42 - INFO - utils - remove old ckpt: xnli_right_avg_new/ckpt/step-507500-test_avg_acc-0.7264537591483701-val_avg_acc-0.7254886211512717 04/13/2022 16:17:42 - INFO - __main__ - ********** Evaluating Done ********** 04/13/2022 16:17:47 - INFO - __main__ - global_steps 507550 loss: 0.05370649 04/13/2022 16:17:52 - INFO - __main__ - global_steps 507600 loss: 0.06853539 04/13/2022 16:17:56 - INFO - __main__ - global_steps 507650 loss: 0.06393603 04/13/2022 16:18:01 - INFO - __main__ - global_steps 507700 loss: 0.10572202 04/13/2022 16:18:06 - INFO - __main__ - global_steps 507750 loss: 0.09342873 04/13/2022 16:18:11 - INFO - __main__ - global_steps 507800 loss: 0.09837237 04/13/2022 16:18:15 - INFO - __main__ - global_steps 507850 loss: 0.07616392 04/13/2022 16:18:20 - INFO - __main__ - global_steps 507900 loss: 0.10267119 04/13/2022 16:18:25 - INFO - __main__ - global_steps 507950 loss: 0.07083005 04/13/2022 16:18:29 - INFO - __main__ - global_steps 508000 loss: 0.05070036 04/13/2022 16:18:34 - INFO - __main__ - global_steps 508050 loss: 0.06999883 04/13/2022 16:18:39 - INFO - __main__ - global_steps 508100 loss: 0.07908483 04/13/2022 16:18:43 - INFO - __main__ - global_steps 508150 loss: 0.06511565 04/13/2022 16:18:48 - INFO - __main__ - global_steps 508200 loss: 0.06548254 04/13/2022 16:18:53 - INFO - __main__ - global_steps 508250 loss: 0.05814766 04/13/2022 16:18:57 - INFO - __main__ - global_steps 508300 loss: 0.07470552 04/13/2022 16:19:02 - INFO - __main__ - global_steps 508350 loss: 0.10862431 04/13/2022 16:19:07 - INFO - __main__ - global_steps 508400 loss: 0.06506639 04/13/2022 16:19:12 - INFO - __main__ - global_steps 508450 loss: 0.05589891 04/13/2022 16:19:16 - INFO - __main__ - global_steps 508500 loss: 0.06861041 04/13/2022 16:19:21 - INFO - __main__ - global_steps 508550 loss: 0.08585823 04/13/2022 16:19:26 - INFO - __main__ - global_steps 508600 loss: 0.05504915 04/13/2022 16:19:30 - INFO - __main__ - global_steps 508650 loss: 0.08111301 04/13/2022 16:19:35 - INFO - __main__ - global_steps 508700 loss: 0.10762603 04/13/2022 16:19:40 - INFO - __main__ - global_steps 508750 loss: 0.08357326 04/13/2022 16:19:44 - INFO - __main__ - global_steps 508800 loss: 0.06739358 04/13/2022 16:19:49 - INFO - __main__ - global_steps 508850 loss: 0.10836337 04/13/2022 16:19:54 - INFO - __main__ - global_steps 508900 loss: 0.11045343 04/13/2022 16:19:58 - INFO - __main__ - global_steps 508950 loss: 0.08446108 04/13/2022 16:20:03 - INFO - __main__ - global_steps 509000 loss: 0.08200144 04/13/2022 16:20:08 - INFO - __main__ - global_steps 509050 loss: 0.10901435 04/13/2022 16:20:12 - INFO - __main__ - global_steps 509100 loss: 0.12864914 04/13/2022 16:20:17 - INFO - __main__ - global_steps 509150 loss: 0.09663597 04/13/2022 16:20:22 - INFO - __main__ - global_steps 509200 loss: 0.14385284 04/13/2022 16:20:27 - INFO - __main__ - global_steps 509250 loss: 0.05344341 04/13/2022 16:20:31 - INFO - __main__ - global_steps 509300 loss: 0.10716785 04/13/2022 16:20:36 - INFO - __main__ - global_steps 509350 loss: 0.07138790 04/13/2022 16:20:41 - INFO - __main__ - global_steps 509400 loss: 0.05730941 04/13/2022 16:20:45 - INFO - __main__ - global_steps 509450 loss: 0.06194480 04/13/2022 16:20:50 - INFO - __main__ - global_steps 509500 loss: 0.08408669 04/13/2022 16:20:55 - INFO - __main__ - global_steps 509550 loss: 0.08288061 04/13/2022 16:21:00 - INFO - __main__ - global_steps 509600 loss: 0.13200405 04/13/2022 16:21:04 - INFO - __main__ - global_steps 509650 loss: 0.09450420 04/13/2022 16:21:09 - INFO - __main__ - global_steps 509700 loss: 0.07396094 04/13/2022 16:21:14 - INFO - __main__ - global_steps 509750 loss: 0.09296732 04/13/2022 16:21:18 - INFO - __main__ - global_steps 509800 loss: 0.07979716 04/13/2022 16:21:23 - INFO - __main__ - global_steps 509850 loss: 0.05906780 04/13/2022 16:21:28 - INFO - __main__ - global_steps 509900 loss: 0.07845417 04/13/2022 16:21:33 - INFO - __main__ - global_steps 509950 loss: 0.06736215 04/13/2022 16:21:37 - INFO - __main__ - global_steps 510000 loss: 0.09439767 04/13/2022 16:21:37 - INFO - __main__ - ********** Running evaluating ********** 04/13/2022 16:21:42 - INFO - __main__ - ########## val_ar_acc 0.7080321285140563 ########## 04/13/2022 16:21:46 - INFO - __main__ - ########## val_bg_acc 0.7473895582329317 ########## 04/13/2022 16:21:51 - INFO - __main__ - ########## val_de_acc 0.7602409638554217 ########## 04/13/2022 16:21:56 - INFO - __main__ - ########## val_el_acc 0.751004016064257 ########## 04/13/2022 16:22:00 - INFO - __main__ - ########## val_en_acc 0.8526104417670682 ########## 04/13/2022 16:22:04 - INFO - __main__ - ########## val_es_acc 0.7795180722891566 ########## 04/13/2022 16:22:09 - INFO - __main__ - ########## val_fr_acc 0.7767068273092369 ########## 04/13/2022 16:22:14 - INFO - __main__ - ########## val_hi_acc 0.6738955823293172 ########## 04/13/2022 16:22:19 - INFO - __main__ - ########## val_ru_acc 0.7261044176706827 ########## 04/13/2022 16:22:23 - INFO - __main__ - ########## val_sw_acc 0.668273092369478 ########## 04/13/2022 16:22:27 - INFO - __main__ - ########## val_th_acc 0.7052208835341366 ########## 04/13/2022 16:22:32 - INFO - __main__ - ########## val_tr_acc 0.6951807228915663 ########## 04/13/2022 16:22:37 - INFO - __main__ - ########## val_ur_acc 0.6236947791164659 ########## 04/13/2022 16:22:41 - INFO - __main__ - ########## val_vi_acc 0.7240963855421687 ########## 04/13/2022 16:22:46 - INFO - __main__ - ########## val_zh_acc 0.7437751004016064 ########## 04/13/2022 16:22:55 - INFO - __main__ - ########## test_ar_acc 0.7147704590818363 ########## 04/13/2022 16:23:04 - INFO - __main__ - ########## test_bg_acc 0.7499001996007985 ########## 04/13/2022 16:23:13 - INFO - __main__ - ########## test_de_acc 0.7560878243512974 ########## 04/13/2022 16:23:22 - INFO - __main__ - ########## test_el_acc 0.7403193612774451 ########## 04/13/2022 16:23:31 - INFO - __main__ - ########## test_en_acc 0.8407185628742515 ########## 04/13/2022 16:23:40 - INFO - __main__ - ########## test_es_acc 0.7870259481037924 ########## 04/13/2022 16:23:50 - INFO - __main__ - ########## test_fr_acc 0.7762475049900199 ########## 04/13/2022 16:24:00 - INFO - __main__ - ########## test_hi_acc 0.6656686626746507 ########## 04/13/2022 16:24:09 - INFO - __main__ - ########## test_ru_acc 0.7413173652694611 ########## 04/13/2022 16:24:18 - INFO - __main__ - ########## test_sw_acc 0.6678642714570858 ########## 04/13/2022 16:24:27 - INFO - __main__ - ########## test_th_acc 0.7011976047904191 ########## 04/13/2022 16:24:36 - INFO - __main__ - ########## test_tr_acc 0.6972055888223553 ########## 04/13/2022 16:24:46 - INFO - __main__ - ########## test_ur_acc 0.6311377245508982 ########## 04/13/2022 16:24:55 - INFO - __main__ - ########## test_vi_acc 0.7271457085828343 ########## 04/13/2022 16:25:04 - INFO - __main__ - ########## test_zh_acc 0.7327345309381238 ########## 04/13/2022 16:25:04 - INFO - __main__ - val_ar_acc = 0.7080321285140563 04/13/2022 16:25:04 - INFO - __main__ - val_bg_acc = 0.7473895582329317 04/13/2022 16:25:04 - INFO - __main__ - val_de_acc = 0.7602409638554217 04/13/2022 16:25:04 - INFO - __main__ - val_el_acc = 0.751004016064257 04/13/2022 16:25:04 - INFO - __main__ - val_en_acc = 0.8526104417670682 04/13/2022 16:25:04 - INFO - __main__ - val_es_acc = 0.7795180722891566 04/13/2022 16:25:04 - INFO - __main__ - val_fr_acc = 0.7767068273092369 04/13/2022 16:25:04 - INFO - __main__ - val_hi_acc = 0.6738955823293172 04/13/2022 16:25:04 - INFO - __main__ - val_ru_acc = 0.7261044176706827 04/13/2022 16:25:04 - INFO - __main__ - val_sw_acc = 0.668273092369478 04/13/2022 16:25:04 - INFO - __main__ - val_th_acc = 0.7052208835341366 04/13/2022 16:25:04 - INFO - __main__ - val_tr_acc = 0.6951807228915663 04/13/2022 16:25:04 - INFO - __main__ - val_ur_acc = 0.6236947791164659 04/13/2022 16:25:04 - INFO - __main__ - val_vi_acc = 0.7240963855421687 04/13/2022 16:25:04 - INFO - __main__ - val_zh_acc = 0.7437751004016064 04/13/2022 16:25:04 - INFO - __main__ - val_avg_acc = 0.72904953145917 04/13/2022 16:25:04 - INFO - __main__ - test_ar_acc = 0.7147704590818363 04/13/2022 16:25:04 - INFO - __main__ - test_bg_acc = 0.7499001996007985 04/13/2022 16:25:04 - INFO - __main__ - test_de_acc = 0.7560878243512974 04/13/2022 16:25:04 - INFO - __main__ - test_el_acc = 0.7403193612774451 04/13/2022 16:25:04 - INFO - __main__ - test_en_acc = 0.8407185628742515 04/13/2022 16:25:04 - INFO - __main__ - test_es_acc = 0.7870259481037924 04/13/2022 16:25:04 - INFO - __main__ - test_fr_acc = 0.7762475049900199 04/13/2022 16:25:04 - INFO - __main__ - test_hi_acc = 0.6656686626746507 04/13/2022 16:25:04 - INFO - __main__ - test_ru_acc = 0.7413173652694611 04/13/2022 16:25:04 - INFO - __main__ - test_sw_acc = 0.6678642714570858 04/13/2022 16:25:04 - INFO - __main__ - test_th_acc = 0.7011976047904191 04/13/2022 16:25:04 - INFO - __main__ - test_tr_acc = 0.6972055888223553 04/13/2022 16:25:04 - INFO - __main__ - test_ur_acc = 0.6311377245508982 04/13/2022 16:25:04 - INFO - __main__ - test_vi_acc = 0.7271457085828343 04/13/2022 16:25:04 - INFO - __main__ - test_zh_acc = 0.7327345309381238 04/13/2022 16:25:04 - INFO - __main__ - test_avg_acc = 0.7286227544910181 04/13/2022 16:25:05 - INFO - utils - remove old ckpt: xnli_right_avg_new/ckpt/step-510000-test_avg_acc-0.7286227544910181-val_avg_acc-0.72904953145917 04/13/2022 16:25:05 - INFO - __main__ - ********** Evaluating Done ********** 04/13/2022 16:25:10 - INFO - __main__ - global_steps 510050 loss: 0.13607648 04/13/2022 16:25:15 - INFO - __main__ - global_steps 510100 loss: 0.06445962 04/13/2022 16:25:20 - INFO - __main__ - global_steps 510150 loss: 0.05956765 04/13/2022 16:25:24 - INFO - __main__ - global_steps 510200 loss: 0.09122434 04/13/2022 16:25:29 - INFO - __main__ - global_steps 510250 loss: 0.08117288 04/13/2022 16:25:34 - INFO - __main__ - global_steps 510300 loss: 0.06840364 04/13/2022 16:25:39 - INFO - __main__ - global_steps 510350 loss: 0.08581379 04/13/2022 16:25:43 - INFO - __main__ - global_steps 510400 loss: 0.04343584 04/13/2022 16:25:48 - INFO - __main__ - global_steps 510450 loss: 0.10608669 04/13/2022 16:25:53 - INFO - __main__ - global_steps 510500 loss: 0.05889525 04/13/2022 16:25:57 - INFO - __main__ - global_steps 510550 loss: 0.09736323 04/13/2022 16:26:02 - INFO - __main__ - global_steps 510600 loss: 0.09720701 04/13/2022 16:26:07 - INFO - __main__ - global_steps 510650 loss: 0.06156719 04/13/2022 16:26:12 - INFO - __main__ - global_steps 510700 loss: 0.05814476 04/13/2022 16:26:16 - INFO - __main__ - global_steps 510750 loss: 0.08559334 04/13/2022 16:26:21 - INFO - __main__ - global_steps 510800 loss: 0.09723491 04/13/2022 16:26:26 - INFO - __main__ - global_steps 510850 loss: 0.07606985 04/13/2022 16:26:30 - INFO - __main__ - global_steps 510900 loss: 0.07949158 04/13/2022 16:26:35 - INFO - __main__ - global_steps 510950 loss: 0.10794368 04/13/2022 16:26:40 - INFO - __main__ - global_steps 511000 loss: 0.07048865 04/13/2022 16:26:44 - INFO - __main__ - global_steps 511050 loss: 0.06885859 04/13/2022 16:26:49 - INFO - __main__ - global_steps 511100 loss: 0.07501717 04/13/2022 16:26:54 - INFO - __main__ - global_steps 511150 loss: 0.05063523 04/13/2022 16:26:58 - INFO - __main__ - global_steps 511200 loss: 0.10779313 04/13/2022 16:27:03 - INFO - __main__ - global_steps 511250 loss: 0.10555591 04/13/2022 16:27:08 - INFO - __main__ - global_steps 511300 loss: 0.08920287 04/13/2022 16:27:12 - INFO - __main__ - global_steps 511350 loss: 0.07465971 04/13/2022 16:27:17 - INFO - __main__ - global_steps 511400 loss: 0.03578958 04/13/2022 16:27:22 - INFO - __main__ - global_steps 511450 loss: 0.09674405 04/13/2022 16:27:27 - INFO - __main__ - global_steps 511500 loss: 0.08617733 04/13/2022 16:27:31 - INFO - __main__ - global_steps 511550 loss: 0.04317789 04/13/2022 16:27:36 - INFO - __main__ - global_steps 511600 loss: 0.08638333 04/13/2022 16:27:41 - INFO - __main__ - global_steps 511650 loss: 0.05912043 04/13/2022 16:27:46 - INFO - __main__ - global_steps 511700 loss: 0.06946894 04/13/2022 16:27:50 - INFO - __main__ - global_steps 511750 loss: 0.04702864 04/13/2022 16:27:55 - INFO - __main__ - global_steps 511800 loss: 0.10792839 04/13/2022 16:28:00 - INFO - __main__ - global_steps 511850 loss: 0.07699741 04/13/2022 16:28:04 - INFO - __main__ - global_steps 511900 loss: 0.06003255 04/13/2022 16:28:09 - INFO - __main__ - global_steps 511950 loss: 0.09971989 04/13/2022 16:28:14 - INFO - __main__ - global_steps 512000 loss: 0.12481400 04/13/2022 16:28:19 - INFO - __main__ - global_steps 512050 loss: 0.05423266 04/13/2022 16:28:23 - INFO - __main__ - global_steps 512100 loss: 0.05647382 04/13/2022 16:28:28 - INFO - __main__ - global_steps 512150 loss: 0.08623472 04/13/2022 16:28:33 - INFO - __main__ - global_steps 512200 loss: 0.07436588 04/13/2022 16:28:37 - INFO - __main__ - global_steps 512250 loss: 0.07002180 04/13/2022 16:28:42 - INFO - __main__ - global_steps 512300 loss: 0.03270532 04/13/2022 16:28:47 - INFO - __main__ - global_steps 512350 loss: 0.08678373 04/13/2022 16:28:51 - INFO - __main__ - global_steps 512400 loss: 0.07584048 04/13/2022 16:28:56 - INFO - __main__ - global_steps 512450 loss: 0.10186075 04/13/2022 16:29:01 - INFO - __main__ - global_steps 512500 loss: 0.07946317 04/13/2022 16:29:01 - INFO - __main__ - ********** Running evaluating ********** 04/13/2022 16:29:05 - INFO - __main__ - ########## val_ar_acc 0.7032128514056225 ########## 04/13/2022 16:29:10 - INFO - __main__ - ########## val_bg_acc 0.7457831325301205 ########## 04/13/2022 16:29:14 - INFO - __main__ - ########## val_de_acc 0.748995983935743 ########## 04/13/2022 16:29:19 - INFO - __main__ - ########## val_el_acc 0.7441767068273092 ########## 04/13/2022 16:29:23 - INFO - __main__ - ########## val_en_acc 0.846987951807229 ########## 04/13/2022 16:29:28 - INFO - __main__ - ########## val_es_acc 0.7771084337349398 ########## 04/13/2022 16:29:33 - INFO - __main__ - ########## val_fr_acc 0.7614457831325301 ########## 04/13/2022 16:29:38 - INFO - __main__ - ########## val_hi_acc 0.6654618473895583 ########## 04/13/2022 16:29:42 - INFO - __main__ - ########## val_ru_acc 0.7200803212851405 ########## 04/13/2022 16:29:47 - INFO - __main__ - ########## val_sw_acc 0.6622489959839357 ########## 04/13/2022 16:29:51 - INFO - __main__ - ########## val_th_acc 0.6939759036144578 ########## 04/13/2022 16:29:56 - INFO - __main__ - ########## val_tr_acc 0.7 ########## 04/13/2022 16:30:00 - INFO - __main__ - ########## val_ur_acc 0.6180722891566265 ########## 04/13/2022 16:30:05 - INFO - __main__ - ########## val_vi_acc 0.7152610441767068 ########## 04/13/2022 16:30:09 - INFO - __main__ - ########## val_zh_acc 0.7329317269076305 ########## 04/13/2022 16:30:18 - INFO - __main__ - ########## test_ar_acc 0.713373253493014 ########## 04/13/2022 16:30:28 - INFO - __main__ - ########## test_bg_acc 0.7489021956087825 ########## 04/13/2022 16:30:37 - INFO - __main__ - ########## test_de_acc 0.7499001996007985 ########## 04/13/2022 16:30:47 - INFO - __main__ - ########## test_el_acc 0.7331337325349302 ########## 04/13/2022 16:30:56 - INFO - __main__ - ########## test_en_acc 0.8383233532934131 ########## 04/13/2022 16:31:05 - INFO - __main__ - ########## test_es_acc 0.7790419161676647 ########## 04/13/2022 16:31:14 - INFO - __main__ - ########## test_fr_acc 0.7782435129740519 ########## 04/13/2022 16:31:24 - INFO - __main__ - ########## test_hi_acc 0.6582834331337325 ########## 04/13/2022 16:31:34 - INFO - __main__ - ########## test_ru_acc 0.7317365269461078 ########## 04/13/2022 16:31:42 - INFO - __main__ - ########## test_sw_acc 0.6686626746506986 ########## 04/13/2022 16:31:51 - INFO - __main__ - ########## test_th_acc 0.6924151696606786 ########## 04/13/2022 16:32:00 - INFO - __main__ - ########## test_tr_acc 0.7059880239520958 ########## 04/13/2022 16:32:10 - INFO - __main__ - ########## test_ur_acc 0.6321357285429142 ########## 04/13/2022 16:32:19 - INFO - __main__ - ########## test_vi_acc 0.7219560878243513 ########## 04/13/2022 16:32:28 - INFO - __main__ - ########## test_zh_acc 0.7261477045908183 ########## 04/13/2022 16:32:28 - INFO - __main__ - val_ar_acc = 0.7032128514056225 04/13/2022 16:32:28 - INFO - __main__ - val_bg_acc = 0.7457831325301205 04/13/2022 16:32:28 - INFO - __main__ - val_de_acc = 0.748995983935743 04/13/2022 16:32:28 - INFO - __main__ - val_el_acc = 0.7441767068273092 04/13/2022 16:32:28 - INFO - __main__ - val_en_acc = 0.846987951807229 04/13/2022 16:32:28 - INFO - __main__ - val_es_acc = 0.7771084337349398 04/13/2022 16:32:28 - INFO - __main__ - val_fr_acc = 0.7614457831325301 04/13/2022 16:32:28 - INFO - __main__ - val_hi_acc = 0.6654618473895583 04/13/2022 16:32:28 - INFO - __main__ - val_ru_acc = 0.7200803212851405 04/13/2022 16:32:28 - INFO - __main__ - val_sw_acc = 0.6622489959839357 04/13/2022 16:32:28 - INFO - __main__ - val_th_acc = 0.6939759036144578 04/13/2022 16:32:28 - INFO - __main__ - val_tr_acc = 0.7 04/13/2022 16:32:28 - INFO - __main__ - val_ur_acc = 0.6180722891566265 04/13/2022 16:32:28 - INFO - __main__ - val_vi_acc = 0.7152610441767068 04/13/2022 16:32:28 - INFO - __main__ - val_zh_acc = 0.7329317269076305 04/13/2022 16:32:28 - INFO - __main__ - val_avg_acc = 0.7223828647925032 04/13/2022 16:32:28 - INFO - __main__ - test_ar_acc = 0.713373253493014 04/13/2022 16:32:28 - INFO - __main__ - test_bg_acc = 0.7489021956087825 04/13/2022 16:32:28 - INFO - __main__ - test_de_acc = 0.7499001996007985 04/13/2022 16:32:28 - INFO - __main__ - test_el_acc = 0.7331337325349302 04/13/2022 16:32:28 - INFO - __main__ - test_en_acc = 0.8383233532934131 04/13/2022 16:32:28 - INFO - __main__ - test_es_acc = 0.7790419161676647 04/13/2022 16:32:28 - INFO - __main__ - test_fr_acc = 0.7782435129740519 04/13/2022 16:32:28 - INFO - __main__ - test_hi_acc = 0.6582834331337325 04/13/2022 16:32:28 - INFO - __main__ - test_ru_acc = 0.7317365269461078 04/13/2022 16:32:28 - INFO - __main__ - test_sw_acc = 0.6686626746506986 04/13/2022 16:32:28 - INFO - __main__ - test_th_acc = 0.6924151696606786 04/13/2022 16:32:28 - INFO - __main__ - test_tr_acc = 0.7059880239520958 04/13/2022 16:32:28 - INFO - __main__ - test_ur_acc = 0.6321357285429142 04/13/2022 16:32:28 - INFO - __main__ - test_vi_acc = 0.7219560878243513 04/13/2022 16:32:28 - INFO - __main__ - test_zh_acc = 0.7261477045908183 04/13/2022 16:32:28 - INFO - __main__ - test_avg_acc = 0.72521623419827 04/13/2022 16:32:29 - INFO - utils - remove old ckpt: xnli_right_avg_new/ckpt/step-512500-test_avg_acc-0.72521623419827-val_avg_acc-0.7223828647925032 04/13/2022 16:32:29 - INFO - __main__ - ********** Evaluating Done ********** 04/13/2022 16:32:34 - INFO - __main__ - global_steps 512550 loss: 0.12058783 04/13/2022 16:32:38 - INFO - __main__ - global_steps 512600 loss: 0.07083699 04/13/2022 16:32:43 - INFO - __main__ - global_steps 512650 loss: 0.10370768 04/13/2022 16:32:48 - INFO - __main__ - global_steps 512700 loss: 0.04846178 04/13/2022 16:32:52 - INFO - __main__ - global_steps 512750 loss: 0.04025812 04/13/2022 16:32:57 - INFO - __main__ - global_steps 512800 loss: 0.11039174 04/13/2022 16:33:02 - INFO - __main__ - global_steps 512850 loss: 0.07203757 04/13/2022 16:33:07 - INFO - __main__ - global_steps 512900 loss: 0.07739356 04/13/2022 16:33:11 - INFO - __main__ - global_steps 512950 loss: 0.05262175 04/13/2022 16:33:16 - INFO - __main__ - global_steps 513000 loss: 0.08835703 04/13/2022 16:33:21 - INFO - __main__ - global_steps 513050 loss: 0.09523711 04/13/2022 16:33:25 - INFO - __main__ - global_steps 513100 loss: 0.06114494 04/13/2022 16:33:30 - INFO - __main__ - global_steps 513150 loss: 0.06362725 04/13/2022 16:33:35 - INFO - __main__ - global_steps 513200 loss: 0.05958381 04/13/2022 16:33:39 - INFO - __main__ - global_steps 513250 loss: 0.06008251 04/13/2022 16:33:44 - INFO - __main__ - global_steps 513300 loss: 0.07120140 04/13/2022 16:33:49 - INFO - __main__ - global_steps 513350 loss: 0.05407385 04/13/2022 16:33:54 - INFO - __main__ - global_steps 513400 loss: 0.07616087 04/13/2022 16:33:58 - INFO - __main__ - global_steps 513450 loss: 0.06612466 04/13/2022 16:34:03 - INFO - __main__ - global_steps 513500 loss: 0.05312007 04/13/2022 16:34:08 - INFO - __main__ - global_steps 513550 loss: 0.06887197 04/13/2022 16:34:12 - INFO - __main__ - global_steps 513600 loss: 0.07046007 04/13/2022 16:34:17 - INFO - __main__ - global_steps 513650 loss: 0.06703462 04/13/2022 16:34:22 - INFO - __main__ - global_steps 513700 loss: 0.08005845 04/13/2022 16:34:27 - INFO - __main__ - global_steps 513750 loss: 0.09514152 04/13/2022 16:34:31 - INFO - __main__ - global_steps 513800 loss: 0.09193709 04/13/2022 16:34:36 - INFO - __main__ - global_steps 513850 loss: 0.09585361 04/13/2022 16:34:41 - INFO - __main__ - global_steps 513900 loss: 0.06343467 04/13/2022 16:34:45 - INFO - __main__ - global_steps 513950 loss: 0.09087464 04/13/2022 16:34:50 - INFO - __main__ - global_steps 514000 loss: 0.09886492 04/13/2022 16:34:55 - INFO - __main__ - global_steps 514050 loss: 0.09862358 04/13/2022 16:34:59 - INFO - __main__ - global_steps 514100 loss: 0.08367807 04/13/2022 16:35:04 - INFO - __main__ - global_steps 514150 loss: 0.06604823 04/13/2022 16:35:09 - INFO - __main__ - global_steps 514200 loss: 0.06148246 04/13/2022 16:35:14 - INFO - __main__ - global_steps 514250 loss: 0.10563075 04/13/2022 16:35:18 - INFO - __main__ - global_steps 514300 loss: 0.09368589 04/13/2022 16:35:23 - INFO - __main__ - global_steps 514350 loss: 0.06442698 04/13/2022 16:35:28 - INFO - __main__ - global_steps 514400 loss: 0.06600924 04/13/2022 16:35:32 - INFO - __main__ - global_steps 514450 loss: 0.08111724 04/13/2022 16:35:37 - INFO - __main__ - global_steps 514500 loss: 0.08535090 04/13/2022 16:35:42 - INFO - __main__ - global_steps 514550 loss: 0.07706260 04/13/2022 16:35:47 - INFO - __main__ - global_steps 514600 loss: 0.05434521 04/13/2022 16:35:51 - INFO - __main__ - global_steps 514650 loss: 0.09213318 04/13/2022 16:35:56 - INFO - __main__ - global_steps 514700 loss: 0.03989207 04/13/2022 16:36:01 - INFO - __main__ - global_steps 514750 loss: 0.05184036 04/13/2022 16:36:05 - INFO - __main__ - global_steps 514800 loss: 0.07978908 04/13/2022 16:36:10 - INFO - __main__ - global_steps 514850 loss: 0.05775441 04/13/2022 16:36:15 - INFO - __main__ - global_steps 514900 loss: 0.09468750 04/13/2022 16:36:19 - INFO - __main__ - global_steps 514950 loss: 0.06268667 04/13/2022 16:36:24 - INFO - __main__ - global_steps 515000 loss: 0.07330269 04/13/2022 16:36:24 - INFO - __main__ - ********** Running evaluating ********** 04/13/2022 16:36:29 - INFO - __main__ - ########## val_ar_acc 0.6871485943775101 ########## 04/13/2022 16:36:33 - INFO - __main__ - ########## val_bg_acc 0.7313253012048193 ########## 04/13/2022 16:36:38 - INFO - __main__ - ########## val_de_acc 0.7385542168674699 ########## 04/13/2022 16:36:42 - INFO - __main__ - ########## val_el_acc 0.7240963855421687 ########## 04/13/2022 16:36:47 - INFO - __main__ - ########## val_en_acc 0.8437751004016064 ########## 04/13/2022 16:36:51 - INFO - __main__ - ########## val_es_acc 0.7674698795180723 ########## 04/13/2022 16:36:56 - INFO - __main__ - ########## val_fr_acc 0.7546184738955823 ########## 04/13/2022 16:37:01 - INFO - __main__ - ########## val_hi_acc 0.6502008032128515 ########## 04/13/2022 16:37:06 - INFO - __main__ - ########## val_ru_acc 0.7120481927710843 ########## 04/13/2022 16:37:10 - INFO - __main__ - ########## val_sw_acc 0.6461847389558233 ########## 04/13/2022 16:37:14 - INFO - __main__ - ########## val_th_acc 0.6859437751004016 ########## 04/13/2022 16:37:19 - INFO - __main__ - ########## val_tr_acc 0.6875502008032128 ########## 04/13/2022 16:37:24 - INFO - __main__ - ########## val_ur_acc 0.608433734939759 ########## 04/13/2022 16:37:28 - INFO - __main__ - ########## val_vi_acc 0.7016064257028113 ########## 04/13/2022 16:37:33 - INFO - __main__ - ########## val_zh_acc 0.7220883534136546 ########## 04/13/2022 16:37:42 - INFO - __main__ - ########## test_ar_acc 0.7019960079840319 ########## 04/13/2022 16:37:51 - INFO - __main__ - ########## test_bg_acc 0.7385229540918163 ########## 04/13/2022 16:38:00 - INFO - __main__ - ########## test_de_acc 0.7419161676646706 ########## 04/13/2022 16:38:10 - INFO - __main__ - ########## test_el_acc 0.7261477045908183 ########## 04/13/2022 16:38:19 - INFO - __main__ - ########## test_en_acc 0.8337325349301398 ########## 04/13/2022 16:38:28 - INFO - __main__ - ########## test_es_acc 0.7688622754491018 ########## 04/13/2022 16:38:37 - INFO - __main__ - ########## test_fr_acc 0.7658682634730539 ########## 04/13/2022 16:38:47 - INFO - __main__ - ########## test_hi_acc 0.6421157684630738 ########## 04/13/2022 16:38:57 - INFO - __main__ - ########## test_ru_acc 0.7189620758483034 ########## 04/13/2022 16:39:06 - INFO - __main__ - ########## test_sw_acc 0.656686626746507 ########## 04/13/2022 16:39:15 - INFO - __main__ - ########## test_th_acc 0.6826347305389222 ########## 04/13/2022 16:39:24 - INFO - __main__ - ########## test_tr_acc 0.6854291417165669 ########## 04/13/2022 16:39:33 - INFO - __main__ - ########## test_ur_acc 0.6135728542914172 ########## 04/13/2022 16:39:42 - INFO - __main__ - ########## test_vi_acc 0.7159680638722555 ########## 04/13/2022 16:39:51 - INFO - __main__ - ########## test_zh_acc 0.7105788423153693 ########## 04/13/2022 16:39:51 - INFO - __main__ - val_ar_acc = 0.6871485943775101 04/13/2022 16:39:51 - INFO - __main__ - val_bg_acc = 0.7313253012048193 04/13/2022 16:39:51 - INFO - __main__ - val_de_acc = 0.7385542168674699 04/13/2022 16:39:51 - INFO - __main__ - val_el_acc = 0.7240963855421687 04/13/2022 16:39:51 - INFO - __main__ - val_en_acc = 0.8437751004016064 04/13/2022 16:39:51 - INFO - __main__ - val_es_acc = 0.7674698795180723 04/13/2022 16:39:51 - INFO - __main__ - val_fr_acc = 0.7546184738955823 04/13/2022 16:39:51 - INFO - __main__ - val_hi_acc = 0.6502008032128515 04/13/2022 16:39:51 - INFO - __main__ - val_ru_acc = 0.7120481927710843 04/13/2022 16:39:51 - INFO - __main__ - val_sw_acc = 0.6461847389558233 04/13/2022 16:39:51 - INFO - __main__ - val_th_acc = 0.6859437751004016 04/13/2022 16:39:51 - INFO - __main__ - val_tr_acc = 0.6875502008032128 04/13/2022 16:39:51 - INFO - __main__ - val_ur_acc = 0.608433734939759 04/13/2022 16:39:51 - INFO - __main__ - val_vi_acc = 0.7016064257028113 04/13/2022 16:39:51 - INFO - __main__ - val_zh_acc = 0.7220883534136546 04/13/2022 16:39:51 - INFO - __main__ - val_avg_acc = 0.7107362784471218 04/13/2022 16:39:51 - INFO - __main__ - test_ar_acc = 0.7019960079840319 04/13/2022 16:39:51 - INFO - __main__ - test_bg_acc = 0.7385229540918163 04/13/2022 16:39:51 - INFO - __main__ - test_de_acc = 0.7419161676646706 04/13/2022 16:39:51 - INFO - __main__ - test_el_acc = 0.7261477045908183 04/13/2022 16:39:51 - INFO - __main__ - test_en_acc = 0.8337325349301398 04/13/2022 16:39:51 - INFO - __main__ - test_es_acc = 0.7688622754491018 04/13/2022 16:39:51 - INFO - __main__ - test_fr_acc = 0.7658682634730539 04/13/2022 16:39:51 - INFO - __main__ - test_hi_acc = 0.6421157684630738 04/13/2022 16:39:51 - INFO - __main__ - test_ru_acc = 0.7189620758483034 04/13/2022 16:39:51 - INFO - __main__ - test_sw_acc = 0.656686626746507 04/13/2022 16:39:51 - INFO - __main__ - test_th_acc = 0.6826347305389222 04/13/2022 16:39:51 - INFO - __main__ - test_tr_acc = 0.6854291417165669 04/13/2022 16:39:51 - INFO - __main__ - test_ur_acc = 0.6135728542914172 04/13/2022 16:39:51 - INFO - __main__ - test_vi_acc = 0.7159680638722555 04/13/2022 16:39:51 - INFO - __main__ - test_zh_acc = 0.7105788423153693 04/13/2022 16:39:51 - INFO - __main__ - test_avg_acc = 0.7135329341317365 04/13/2022 16:39:53 - INFO - utils - remove old ckpt: xnli_right_avg_new/ckpt/step-515000-test_avg_acc-0.7135329341317365-val_avg_acc-0.7107362784471218 04/13/2022 16:39:53 - INFO - __main__ - ********** Evaluating Done ********** 04/13/2022 16:39:58 - INFO - __main__ - global_steps 515050 loss: 0.05954912 04/13/2022 16:40:02 - INFO - __main__ - global_steps 515100 loss: 0.12099620 04/13/2022 16:40:07 - INFO - __main__ - global_steps 515150 loss: 0.04174624 04/13/2022 16:40:12 - INFO - __main__ - global_steps 515200 loss: 0.05472046 04/13/2022 16:40:17 - INFO - __main__ - global_steps 515250 loss: 0.07960735 04/13/2022 16:40:21 - INFO - __main__ - global_steps 515300 loss: 0.08171691 04/13/2022 16:40:26 - INFO - __main__ - global_steps 515350 loss: 0.04162593 04/13/2022 16:40:31 - INFO - __main__ - global_steps 515400 loss: 0.07062187 04/13/2022 16:40:35 - INFO - __main__ - global_steps 515450 loss: 0.09821719 04/13/2022 16:40:40 - INFO - __main__ - global_steps 515500 loss: 0.06096802 04/13/2022 16:40:45 - INFO - __main__ - global_steps 515550 loss: 0.05874657 04/13/2022 16:40:50 - INFO - __main__ - global_steps 515600 loss: 0.07525212 04/13/2022 16:40:54 - INFO - __main__ - global_steps 515650 loss: 0.08846181 04/13/2022 16:40:59 - INFO - __main__ - global_steps 515700 loss: 0.06726846 04/13/2022 16:41:04 - INFO - __main__ - global_steps 515750 loss: 0.08300591 04/13/2022 16:41:09 - INFO - __main__ - global_steps 515800 loss: 0.06517566 04/13/2022 16:41:13 - INFO - __main__ - global_steps 515850 loss: 0.08040945 04/13/2022 16:41:18 - INFO - __main__ - global_steps 515900 loss: 0.04377312 04/13/2022 16:41:23 - INFO - __main__ - global_steps 515950 loss: 0.07857473 04/13/2022 16:41:28 - INFO - __main__ - global_steps 516000 loss: 0.06703940 04/13/2022 16:41:32 - INFO - __main__ - global_steps 516050 loss: 0.04154959 04/13/2022 16:41:37 - INFO - __main__ - global_steps 516100 loss: 0.12412445 04/13/2022 16:41:41 - INFO - __main__ - global_steps 516150 loss: 0.05901294 04/13/2022 16:41:46 - INFO - __main__ - global_steps 516200 loss: 0.09448449 04/13/2022 16:41:50 - INFO - __main__ - global_steps 516250 loss: 0.05600518 04/13/2022 16:41:55 - INFO - __main__ - global_steps 516300 loss: 0.05977848 04/13/2022 16:42:00 - INFO - __main__ - global_steps 516350 loss: 0.08006408 04/13/2022 16:42:04 - INFO - __main__ - global_steps 516400 loss: 0.07939357 04/13/2022 16:42:09 - INFO - __main__ - global_steps 516450 loss: 0.04596885 04/13/2022 16:42:14 - INFO - __main__ - global_steps 516500 loss: 0.11407752 04/13/2022 16:42:19 - INFO - __main__ - global_steps 516550 loss: 0.06179836 04/13/2022 16:42:23 - INFO - __main__ - global_steps 516600 loss: 0.09853691 04/13/2022 16:42:28 - INFO - __main__ - global_steps 516650 loss: 0.10116804 04/13/2022 16:42:32 - INFO - __main__ - global_steps 516700 loss: 0.08790529 04/13/2022 16:42:37 - INFO - __main__ - global_steps 516750 loss: 0.07797733 04/13/2022 16:42:42 - INFO - __main__ - global_steps 516800 loss: 0.07004201 04/13/2022 16:42:46 - INFO - __main__ - global_steps 516850 loss: 0.07500937 04/13/2022 16:42:51 - INFO - __main__ - global_steps 516900 loss: 0.08346556 04/13/2022 16:42:56 - INFO - __main__ - global_steps 516950 loss: 0.08340934 04/13/2022 16:43:00 - INFO - __main__ - global_steps 517000 loss: 0.08852854 04/13/2022 16:43:05 - INFO - __main__ - global_steps 517050 loss: 0.07203884 04/13/2022 16:43:10 - INFO - __main__ - global_steps 517100 loss: 0.11169721 04/13/2022 16:43:14 - INFO - __main__ - global_steps 517150 loss: 0.08769652 04/13/2022 16:43:19 - INFO - __main__ - global_steps 517200 loss: 0.09544322 04/13/2022 16:43:24 - INFO - __main__ - global_steps 517250 loss: 0.05593037 04/13/2022 16:43:28 - INFO - __main__ - global_steps 517300 loss: 0.07771993 04/13/2022 16:43:33 - INFO - __main__ - global_steps 517350 loss: 0.07342050 04/13/2022 16:43:38 - INFO - __main__ - global_steps 517400 loss: 0.03943524 04/13/2022 16:43:43 - INFO - __main__ - global_steps 517450 loss: 0.07424766 04/13/2022 16:43:47 - INFO - __main__ - global_steps 517500 loss: 0.06548120 04/13/2022 16:43:47 - INFO - __main__ - ********** Running evaluating ********** 04/13/2022 16:43:52 - INFO - __main__ - ########## val_ar_acc 0.695582329317269 ########## 04/13/2022 16:43:56 - INFO - __main__ - ########## val_bg_acc 0.7465863453815261 ########## 04/13/2022 16:44:01 - INFO - __main__ - ########## val_de_acc 0.7514056224899598 ########## 04/13/2022 16:44:05 - INFO - __main__ - ########## val_el_acc 0.7393574297188755 ########## 04/13/2022 16:44:10 - INFO - __main__ - ########## val_en_acc 0.8401606425702811 ########## 04/13/2022 16:44:14 - INFO - __main__ - ########## val_es_acc 0.7746987951807229 ########## 04/13/2022 16:44:19 - INFO - __main__ - ########## val_fr_acc 0.7698795180722892 ########## 04/13/2022 16:44:24 - INFO - __main__ - ########## val_hi_acc 0.668273092369478 ########## 04/13/2022 16:44:29 - INFO - __main__ - ########## val_ru_acc 0.7192771084337349 ########## 04/13/2022 16:44:33 - INFO - __main__ - ########## val_sw_acc 0.6449799196787148 ########## 04/13/2022 16:44:37 - INFO - __main__ - ########## val_th_acc 0.6919678714859437 ########## 04/13/2022 16:44:41 - INFO - __main__ - ########## val_tr_acc 0.6959839357429719 ########## 04/13/2022 16:44:46 - INFO - __main__ - ########## val_ur_acc 0.6285140562248996 ########## 04/13/2022 16:44:50 - INFO - __main__ - ########## val_vi_acc 0.7024096385542169 ########## 04/13/2022 16:44:55 - INFO - __main__ - ########## val_zh_acc 0.7289156626506024 ########## 04/13/2022 16:45:04 - INFO - __main__ - ########## test_ar_acc 0.7075848303393214 ########## 04/13/2022 16:45:13 - INFO - __main__ - ########## test_bg_acc 0.7497005988023953 ########## 04/13/2022 16:45:21 - INFO - __main__ - ########## test_de_acc 0.7532934131736527 ########## 04/13/2022 16:45:30 - INFO - __main__ - ########## test_el_acc 0.7327345309381238 ########## 04/13/2022 16:45:39 - INFO - __main__ - ########## test_en_acc 0.8403193612774451 ########## 04/13/2022 16:45:48 - INFO - __main__ - ########## test_es_acc 0.7796407185628742 ########## 04/13/2022 16:45:57 - INFO - __main__ - ########## test_fr_acc 0.7722554890219561 ########## 04/13/2022 16:46:07 - INFO - __main__ - ########## test_hi_acc 0.6630738522954092 ########## 04/13/2022 16:46:16 - INFO - __main__ - ########## test_ru_acc 0.7327345309381238 ########## 04/13/2022 16:46:25 - INFO - __main__ - ########## test_sw_acc 0.6610778443113773 ########## 04/13/2022 16:46:35 - INFO - __main__ - ########## test_th_acc 0.6890219560878243 ########## 04/13/2022 16:46:44 - INFO - __main__ - ########## test_tr_acc 0.7007984031936128 ########## 04/13/2022 16:46:53 - INFO - __main__ - ########## test_ur_acc 0.6351297405189621 ########## 04/13/2022 16:47:02 - INFO - __main__ - ########## test_vi_acc 0.7157684630738523 ########## 04/13/2022 16:47:11 - INFO - __main__ - ########## test_zh_acc 0.7217564870259481 ########## 04/13/2022 16:47:11 - INFO - __main__ - val_ar_acc = 0.695582329317269 04/13/2022 16:47:11 - INFO - __main__ - val_bg_acc = 0.7465863453815261 04/13/2022 16:47:11 - INFO - __main__ - val_de_acc = 0.7514056224899598 04/13/2022 16:47:11 - INFO - __main__ - val_el_acc = 0.7393574297188755 04/13/2022 16:47:11 - INFO - __main__ - val_en_acc = 0.8401606425702811 04/13/2022 16:47:11 - INFO - __main__ - val_es_acc = 0.7746987951807229 04/13/2022 16:47:11 - INFO - __main__ - val_fr_acc = 0.7698795180722892 04/13/2022 16:47:11 - INFO - __main__ - val_hi_acc = 0.668273092369478 04/13/2022 16:47:11 - INFO - __main__ - val_ru_acc = 0.7192771084337349 04/13/2022 16:47:11 - INFO - __main__ - val_sw_acc = 0.6449799196787148 04/13/2022 16:47:11 - INFO - __main__ - val_th_acc = 0.6919678714859437 04/13/2022 16:47:11 - INFO - __main__ - val_tr_acc = 0.6959839357429719 04/13/2022 16:47:11 - INFO - __main__ - val_ur_acc = 0.6285140562248996 04/13/2022 16:47:11 - INFO - __main__ - val_vi_acc = 0.7024096385542169 04/13/2022 16:47:11 - INFO - __main__ - val_zh_acc = 0.7289156626506024 04/13/2022 16:47:11 - INFO - __main__ - val_avg_acc = 0.7198661311914323 04/13/2022 16:47:11 - INFO - __main__ - test_ar_acc = 0.7075848303393214 04/13/2022 16:47:11 - INFO - __main__ - test_bg_acc = 0.7497005988023953 04/13/2022 16:47:11 - INFO - __main__ - test_de_acc = 0.7532934131736527 04/13/2022 16:47:11 - INFO - __main__ - test_el_acc = 0.7327345309381238 04/13/2022 16:47:11 - INFO - __main__ - test_en_acc = 0.8403193612774451 04/13/2022 16:47:11 - INFO - __main__ - test_es_acc = 0.7796407185628742 04/13/2022 16:47:11 - INFO - __main__ - test_fr_acc = 0.7722554890219561 04/13/2022 16:47:11 - INFO - __main__ - test_hi_acc = 0.6630738522954092 04/13/2022 16:47:11 - INFO - __main__ - test_ru_acc = 0.7327345309381238 04/13/2022 16:47:11 - INFO - __main__ - test_sw_acc = 0.6610778443113773 04/13/2022 16:47:11 - INFO - __main__ - test_th_acc = 0.6890219560878243 04/13/2022 16:47:11 - INFO - __main__ - test_tr_acc = 0.7007984031936128 04/13/2022 16:47:11 - INFO - __main__ - test_ur_acc = 0.6351297405189621 04/13/2022 16:47:11 - INFO - __main__ - test_vi_acc = 0.7157684630738523 04/13/2022 16:47:11 - INFO - __main__ - test_zh_acc = 0.7217564870259481 04/13/2022 16:47:11 - INFO - __main__ - test_avg_acc = 0.7236593479707251 04/13/2022 16:47:12 - INFO - utils - remove old ckpt: xnli_right_avg_new/ckpt/step-517500-test_avg_acc-0.7236593479707251-val_avg_acc-0.7198661311914323 04/13/2022 16:47:12 - INFO - __main__ - ********** Evaluating Done ********** 04/13/2022 16:47:17 - INFO - __main__ - global_steps 517550 loss: 0.05875740 04/13/2022 16:47:22 - INFO - __main__ - global_steps 517600 loss: 0.08451231 04/13/2022 16:47:27 - INFO - __main__ - global_steps 517650 loss: 0.06409504 04/13/2022 16:47:31 - INFO - __main__ - global_steps 517700 loss: 0.07670570 04/13/2022 16:47:36 - INFO - __main__ - global_steps 517750 loss: 0.06341751 04/13/2022 16:47:41 - INFO - __main__ - global_steps 517800 loss: 0.10703642 04/13/2022 16:47:45 - INFO - __main__ - global_steps 517850 loss: 0.05176375 04/13/2022 16:47:50 - INFO - __main__ - global_steps 517900 loss: 0.03915047 04/13/2022 16:47:55 - INFO - __main__ - global_steps 517950 loss: 0.07631329 04/13/2022 16:47:59 - INFO - __main__ - global_steps 518000 loss: 0.05739512 04/13/2022 16:48:04 - INFO - __main__ - global_steps 518050 loss: 0.09723409 04/13/2022 16:48:09 - INFO - __main__ - global_steps 518100 loss: 0.09609226 04/13/2022 16:48:13 - INFO - __main__ - global_steps 518150 loss: 0.05922493 04/13/2022 16:48:18 - INFO - __main__ - global_steps 518200 loss: 0.07823627 04/13/2022 16:48:23 - INFO - __main__ - global_steps 518250 loss: 0.10409786 04/13/2022 16:48:28 - INFO - __main__ - global_steps 518300 loss: 0.04077163 04/13/2022 16:48:33 - INFO - __main__ - global_steps 518350 loss: 0.05899632 04/13/2022 16:48:38 - INFO - __main__ - global_steps 518400 loss: 0.07752990 04/13/2022 16:48:43 - INFO - __main__ - global_steps 518450 loss: 0.08372796 04/13/2022 16:48:47 - INFO - __main__ - global_steps 518500 loss: 0.07223496 04/13/2022 16:48:52 - INFO - __main__ - global_steps 518550 loss: 0.05469658 04/13/2022 16:48:56 - INFO - __main__ - global_steps 518600 loss: 0.05482399 04/13/2022 16:49:01 - INFO - __main__ - global_steps 518650 loss: 0.07999639 04/13/2022 16:49:06 - INFO - __main__ - global_steps 518700 loss: 0.06963882 04/13/2022 16:49:11 - INFO - __main__ - global_steps 518750 loss: 0.07580977 04/13/2022 16:49:15 - INFO - __main__ - global_steps 518800 loss: 0.09490525 04/13/2022 16:49:21 - INFO - __main__ - global_steps 518850 loss: 0.07958016 04/13/2022 16:49:25 - INFO - __main__ - global_steps 518900 loss: 0.06950009 04/13/2022 16:49:30 - INFO - __main__ - global_steps 518950 loss: 0.07301743 04/13/2022 16:49:36 - INFO - __main__ - global_steps 519000 loss: 0.07819443 04/13/2022 16:49:40 - INFO - __main__ - global_steps 519050 loss: 0.12397815 04/13/2022 16:49:45 - INFO - __main__ - global_steps 519100 loss: 0.10117562 04/13/2022 16:49:51 - INFO - __main__ - global_steps 519150 loss: 0.08324487 04/13/2022 16:49:56 - INFO - __main__ - global_steps 519200 loss: 0.07847562 04/13/2022 16:50:01 - INFO - __main__ - global_steps 519250 loss: 0.05662171 04/13/2022 16:50:07 - INFO - __main__ - global_steps 519300 loss: 0.07013192 04/13/2022 16:50:14 - INFO - __main__ - global_steps 519350 loss: 0.06650261 04/13/2022 16:50:21 - INFO - __main__ - global_steps 519400 loss: 0.05978083 04/13/2022 16:50:29 - INFO - __main__ - global_steps 519450 loss: 0.08109544 04/13/2022 16:50:36 - INFO - __main__ - global_steps 519500 loss: 0.07915305 04/13/2022 16:50:41 - INFO - __main__ - global_steps 519550 loss: 0.04908176 04/13/2022 16:50:45 - INFO - __main__ - global_steps 519600 loss: 0.11794373 04/13/2022 16:50:50 - INFO - __main__ - global_steps 519650 loss: 0.03473202 04/13/2022 16:50:55 - INFO - __main__ - global_steps 519700 loss: 0.04268295 04/13/2022 16:51:00 - INFO - __main__ - global_steps 519750 loss: 0.04922572 04/13/2022 16:51:04 - INFO - __main__ - global_steps 519800 loss: 0.05400329 04/13/2022 16:51:09 - INFO - __main__ - global_steps 519850 loss: 0.16692544 04/13/2022 16:51:14 - INFO - __main__ - global_steps 519900 loss: 0.04468988 04/13/2022 16:51:19 - INFO - __main__ - global_steps 519950 loss: 0.07499616 04/13/2022 16:51:23 - INFO - __main__ - global_steps 520000 loss: 0.05641132 04/13/2022 16:51:23 - INFO - __main__ - ********** Running evaluating ********** 04/13/2022 16:51:28 - INFO - __main__ - ########## val_ar_acc 0.685140562248996 ########## 04/13/2022 16:51:32 - INFO - __main__ - ########## val_bg_acc 0.7265060240963855 ########## 04/13/2022 16:51:37 - INFO - __main__ - ########## val_de_acc 0.7417670682730924 ########## 04/13/2022 16:51:42 - INFO - __main__ - ########## val_el_acc 0.721285140562249 ########## 04/13/2022 16:51:46 - INFO - __main__ - ########## val_en_acc 0.8413654618473896 ########## 04/13/2022 16:51:50 - INFO - __main__ - ########## val_es_acc 0.7706827309236948 ########## 04/13/2022 16:51:55 - INFO - __main__ - ########## val_fr_acc 0.7654618473895582 ########## 04/13/2022 16:52:00 - INFO - __main__ - ########## val_hi_acc 0.6650602409638554 ########## 04/13/2022 16:52:05 - INFO - __main__ - ########## val_ru_acc 0.7112449799196787 ########## 04/13/2022 16:52:09 - INFO - __main__ - ########## val_sw_acc 0.6405622489959839 ########## 04/13/2022 16:52:14 - INFO - __main__ - ########## val_th_acc 0.6887550200803213 ########## 04/13/2022 16:52:18 - INFO - __main__ - ########## val_tr_acc 0.6867469879518072 ########## 04/13/2022 16:52:23 - INFO - __main__ - ########## val_ur_acc 0.619277108433735 ########## 04/13/2022 16:52:27 - INFO - __main__ - ########## val_vi_acc 0.7072289156626506 ########## 04/13/2022 16:52:32 - INFO - __main__ - ########## val_zh_acc 0.7257028112449799 ########## 04/13/2022 16:52:41 - INFO - __main__ - ########## test_ar_acc 0.6968063872255489 ########## 04/13/2022 16:52:51 - INFO - __main__ - ########## test_bg_acc 0.7349301397205589 ########## 04/13/2022 16:53:01 - INFO - __main__ - ########## test_de_acc 0.7405189620758483 ########## 04/13/2022 16:53:11 - INFO - __main__ - ########## test_el_acc 0.7211576846307385 ########## 04/13/2022 16:53:20 - INFO - __main__ - ########## test_en_acc 0.8373253493013972 ########## 04/13/2022 16:53:29 - INFO - __main__ - ########## test_es_acc 0.7746506986027945 ########## 04/13/2022 16:53:39 - INFO - __main__ - ########## test_fr_acc 0.7708582834331338 ########## 04/13/2022 16:53:49 - INFO - __main__ - ########## test_hi_acc 0.6435129740518962 ########## 04/13/2022 16:53:59 - INFO - __main__ - ########## test_ru_acc 0.7209580838323353 ########## 04/13/2022 16:54:08 - INFO - __main__ - ########## test_sw_acc 0.6463073852295409 ########## 04/13/2022 16:54:17 - INFO - __main__ - ########## test_th_acc 0.679441117764471 ########## 04/13/2022 16:54:26 - INFO - __main__ - ########## test_tr_acc 0.6830339321357285 ########## 04/13/2022 16:54:35 - INFO - __main__ - ########## test_ur_acc 0.6141716566866268 ########## 04/13/2022 16:54:45 - INFO - __main__ - ########## test_vi_acc 0.7181636726546906 ########## 04/13/2022 16:54:54 - INFO - __main__ - ########## test_zh_acc 0.7099800399201597 ########## 04/13/2022 16:54:54 - INFO - __main__ - val_ar_acc = 0.685140562248996 04/13/2022 16:54:54 - INFO - __main__ - val_bg_acc = 0.7265060240963855 04/13/2022 16:54:54 - INFO - __main__ - val_de_acc = 0.7417670682730924 04/13/2022 16:54:54 - INFO - __main__ - val_el_acc = 0.721285140562249 04/13/2022 16:54:54 - INFO - __main__ - val_en_acc = 0.8413654618473896 04/13/2022 16:54:54 - INFO - __main__ - val_es_acc = 0.7706827309236948 04/13/2022 16:54:54 - INFO - __main__ - val_fr_acc = 0.7654618473895582 04/13/2022 16:54:54 - INFO - __main__ - val_hi_acc = 0.6650602409638554 04/13/2022 16:54:54 - INFO - __main__ - val_ru_acc = 0.7112449799196787 04/13/2022 16:54:54 - INFO - __main__ - val_sw_acc = 0.6405622489959839 04/13/2022 16:54:54 - INFO - __main__ - val_th_acc = 0.6887550200803213 04/13/2022 16:54:54 - INFO - __main__ - val_tr_acc = 0.6867469879518072 04/13/2022 16:54:54 - INFO - __main__ - val_ur_acc = 0.619277108433735 04/13/2022 16:54:54 - INFO - __main__ - val_vi_acc = 0.7072289156626506 04/13/2022 16:54:54 - INFO - __main__ - val_zh_acc = 0.7257028112449799 04/13/2022 16:54:54 - INFO - __main__ - val_avg_acc = 0.7131191432396252 04/13/2022 16:54:54 - INFO - __main__ - test_ar_acc = 0.6968063872255489 04/13/2022 16:54:54 - INFO - __main__ - test_bg_acc = 0.7349301397205589 04/13/2022 16:54:54 - INFO - __main__ - test_de_acc = 0.7405189620758483 04/13/2022 16:54:54 - INFO - __main__ - test_el_acc = 0.7211576846307385 04/13/2022 16:54:54 - INFO - __main__ - test_en_acc = 0.8373253493013972 04/13/2022 16:54:54 - INFO - __main__ - test_es_acc = 0.7746506986027945 04/13/2022 16:54:54 - INFO - __main__ - test_fr_acc = 0.7708582834331338 04/13/2022 16:54:54 - INFO - __main__ - test_hi_acc = 0.6435129740518962 04/13/2022 16:54:54 - INFO - __main__ - test_ru_acc = 0.7209580838323353 04/13/2022 16:54:54 - INFO - __main__ - test_sw_acc = 0.6463073852295409 04/13/2022 16:54:54 - INFO - __main__ - test_th_acc = 0.679441117764471 04/13/2022 16:54:54 - INFO - __main__ - test_tr_acc = 0.6830339321357285 04/13/2022 16:54:54 - INFO - __main__ - test_ur_acc = 0.6141716566866268 04/13/2022 16:54:54 - INFO - __main__ - test_vi_acc = 0.7181636726546906 04/13/2022 16:54:54 - INFO - __main__ - test_zh_acc = 0.7099800399201597 04/13/2022 16:54:54 - INFO - __main__ - test_avg_acc = 0.7127877578176979 04/13/2022 16:54:55 - INFO - utils - remove old ckpt: xnli_right_avg_new/ckpt/step-520000-test_avg_acc-0.7127877578176979-val_avg_acc-0.7131191432396252 04/13/2022 16:54:55 - INFO - __main__ - ********** Evaluating Done ********** 04/13/2022 16:55:00 - INFO - __main__ - global_steps 520050 loss: 0.04964427 04/13/2022 16:55:05 - INFO - __main__ - global_steps 520100 loss: 0.09014580 04/13/2022 16:55:10 - INFO - __main__ - global_steps 520150 loss: 0.07156560 04/13/2022 16:55:15 - INFO - __main__ - global_steps 520200 loss: 0.05548542 04/13/2022 16:55:19 - INFO - __main__ - global_steps 520250 loss: 0.04183022 04/13/2022 16:55:24 - INFO - __main__ - global_steps 520300 loss: 0.06489905 04/13/2022 16:55:29 - INFO - __main__ - global_steps 520350 loss: 0.05808531 04/13/2022 16:55:34 - INFO - __main__ - global_steps 520400 loss: 0.07284948 04/13/2022 16:55:39 - INFO - __main__ - global_steps 520450 loss: 0.07619315 04/13/2022 16:55:43 - INFO - __main__ - global_steps 520500 loss: 0.06726214 04/13/2022 16:55:48 - INFO - __main__ - global_steps 520550 loss: 0.05946100 04/13/2022 16:55:53 - INFO - __main__ - global_steps 520600 loss: 0.05919569 04/13/2022 16:55:58 - INFO - __main__ - global_steps 520650 loss: 0.05075424 04/13/2022 16:56:02 - INFO - __main__ - global_steps 520700 loss: 0.09220813 04/13/2022 16:56:07 - INFO - __main__ - global_steps 520750 loss: 0.06264482 04/13/2022 16:56:12 - INFO - __main__ - global_steps 520800 loss: 0.08058406 04/13/2022 16:56:17 - INFO - __main__ - global_steps 520850 loss: 0.09224972 04/13/2022 16:56:21 - INFO - __main__ - global_steps 520900 loss: 0.07353625 04/13/2022 16:56:26 - INFO - __main__ - global_steps 520950 loss: 0.05076501 04/13/2022 16:56:31 - INFO - __main__ - global_steps 521000 loss: 0.07432242 04/13/2022 16:56:36 - INFO - __main__ - global_steps 521050 loss: 0.09824598 04/13/2022 16:56:41 - INFO - __main__ - global_steps 521100 loss: 0.05497751 04/13/2022 16:56:45 - INFO - __main__ - global_steps 521150 loss: 0.06570844 04/13/2022 16:56:50 - INFO - __main__ - global_steps 521200 loss: 0.06367401 04/13/2022 16:56:55 - INFO - __main__ - global_steps 521250 loss: 0.08150063 04/13/2022 16:57:00 - INFO - __main__ - global_steps 521300 loss: 0.08107959 04/13/2022 16:57:05 - INFO - __main__ - global_steps 521350 loss: 0.06964217 04/13/2022 16:57:09 - INFO - __main__ - global_steps 521400 loss: 0.07023010 04/13/2022 16:57:14 - INFO - __main__ - global_steps 521450 loss: 0.05996534 04/13/2022 16:57:19 - INFO - __main__ - global_steps 521500 loss: 0.05884761 04/13/2022 16:57:24 - INFO - __main__ - global_steps 521550 loss: 0.05358096 04/13/2022 16:57:28 - INFO - __main__ - global_steps 521600 loss: 0.04919025 04/13/2022 16:57:33 - INFO - __main__ - global_steps 521650 loss: 0.07582076 04/13/2022 16:57:38 - INFO - __main__ - global_steps 521700 loss: 0.02525346 04/13/2022 16:57:43 - INFO - __main__ - global_steps 521750 loss: 0.06064972 04/13/2022 16:57:48 - INFO - __main__ - global_steps 521800 loss: 0.06679905 04/13/2022 16:57:52 - INFO - __main__ - global_steps 521850 loss: 0.08603098 04/13/2022 16:57:57 - INFO - __main__ - global_steps 521900 loss: 0.07279122 04/13/2022 16:58:02 - INFO - __main__ - global_steps 521950 loss: 0.07766831 04/13/2022 16:58:07 - INFO - __main__ - global_steps 522000 loss: 0.07191300 04/13/2022 16:58:12 - INFO - __main__ - global_steps 522050 loss: 0.08596973 04/13/2022 16:58:17 - INFO - __main__ - global_steps 522100 loss: 0.10302363 04/13/2022 16:58:22 - INFO - __main__ - global_steps 522150 loss: 0.06119876 04/13/2022 16:58:26 - INFO - __main__ - global_steps 522200 loss: 0.04022758 04/13/2022 16:58:31 - INFO - __main__ - global_steps 522250 loss: 0.11102285 04/13/2022 16:58:35 - INFO - __main__ - global_steps 522300 loss: 0.07565820 04/13/2022 16:58:40 - INFO - __main__ - global_steps 522350 loss: 0.08200686 04/13/2022 16:58:45 - INFO - __main__ - global_steps 522400 loss: 0.04177148 04/13/2022 16:58:50 - INFO - __main__ - global_steps 522450 loss: 0.06991753 04/13/2022 16:58:54 - INFO - __main__ - global_steps 522500 loss: 0.04228188 04/13/2022 16:58:54 - INFO - __main__ - ********** Running evaluating ********** 04/13/2022 16:58:59 - INFO - __main__ - ########## val_ar_acc 0.7036144578313253 ########## 04/13/2022 16:59:04 - INFO - __main__ - ########## val_bg_acc 0.7409638554216867 ########## 04/13/2022 16:59:10 - INFO - __main__ - ########## val_de_acc 0.7550200803212851 ########## 04/13/2022 16:59:17 - INFO - __main__ - ########## val_el_acc 0.7421686746987952 ########## 04/13/2022 16:59:24 - INFO - __main__ - ########## val_en_acc 0.8518072289156626 ########## 04/13/2022 16:59:31 - INFO - __main__ - ########## val_es_acc 0.7779116465863454 ########## 04/13/2022 16:59:38 - INFO - __main__ - ########## val_fr_acc 0.7751004016064257 ########## 04/13/2022 16:59:44 - INFO - __main__ - ########## val_hi_acc 0.6650602409638554 ########## 04/13/2022 16:59:49 - INFO - __main__ - ########## val_ru_acc 0.7240963855421687 ########## 04/13/2022 16:59:53 - INFO - __main__ - ########## val_sw_acc 0.6642570281124498 ########## 04/13/2022 16:59:58 - INFO - __main__ - ########## val_th_acc 0.7016064257028113 ########## 04/13/2022 17:00:02 - INFO - __main__ - ########## val_tr_acc 0.7072289156626506 ########## 04/13/2022 17:00:07 - INFO - __main__ - ########## val_ur_acc 0.6289156626506024 ########## 04/13/2022 17:00:12 - INFO - __main__ - ########## val_vi_acc 0.7253012048192771 ########## 04/13/2022 17:00:16 - INFO - __main__ - ########## val_zh_acc 0.7317269076305221 ########## 04/13/2022 17:00:27 - INFO - __main__ - ########## test_ar_acc 0.7107784431137725 ########## 04/13/2022 17:00:42 - INFO - __main__ - ########## test_bg_acc 0.7500998003992015 ########## 04/13/2022 17:00:51 - INFO - __main__ - ########## test_de_acc 0.7538922155688623 ########## 04/13/2022 17:01:01 - INFO - __main__ - ########## test_el_acc 0.7335329341317365 ########## 04/13/2022 17:01:10 - INFO - __main__ - ########## test_en_acc 0.8437125748502994 ########## 04/13/2022 17:01:20 - INFO - __main__ - ########## test_es_acc 0.7830339321357286 ########## 04/13/2022 17:01:29 - INFO - __main__ - ########## test_fr_acc 0.7764471057884231 ########## 04/13/2022 17:01:39 - INFO - __main__ - ########## test_hi_acc 0.6572854291417166 ########## 04/13/2022 17:01:50 - INFO - __main__ - ########## test_ru_acc 0.7323353293413174 ########## 04/13/2022 17:02:04 - INFO - __main__ - ########## test_sw_acc 0.6698602794411178 ########## 04/13/2022 17:02:14 - INFO - __main__ - ########## test_th_acc 0.6946107784431138 ########## 04/13/2022 17:02:23 - INFO - __main__ - ########## test_tr_acc 0.6966067864271457 ########## 04/13/2022 17:02:33 - INFO - __main__ - ########## test_ur_acc 0.631936127744511 ########## 04/13/2022 17:02:42 - INFO - __main__ - ########## test_vi_acc 0.7171656686626746 ########## 04/13/2022 17:02:52 - INFO - __main__ - ########## test_zh_acc 0.7249500998003992 ########## 04/13/2022 17:02:52 - INFO - __main__ - val_ar_acc = 0.7036144578313253 04/13/2022 17:02:52 - INFO - __main__ - val_bg_acc = 0.7409638554216867 04/13/2022 17:02:52 - INFO - __main__ - val_de_acc = 0.7550200803212851 04/13/2022 17:02:52 - INFO - __main__ - val_el_acc = 0.7421686746987952 04/13/2022 17:02:52 - INFO - __main__ - val_en_acc = 0.8518072289156626 04/13/2022 17:02:52 - INFO - __main__ - val_es_acc = 0.7779116465863454 04/13/2022 17:02:52 - INFO - __main__ - val_fr_acc = 0.7751004016064257 04/13/2022 17:02:52 - INFO - __main__ - val_hi_acc = 0.6650602409638554 04/13/2022 17:02:52 - INFO - __main__ - val_ru_acc = 0.7240963855421687 04/13/2022 17:02:52 - INFO - __main__ - val_sw_acc = 0.6642570281124498 04/13/2022 17:02:52 - INFO - __main__ - val_th_acc = 0.7016064257028113 04/13/2022 17:02:52 - INFO - __main__ - val_tr_acc = 0.7072289156626506 04/13/2022 17:02:52 - INFO - __main__ - val_ur_acc = 0.6289156626506024 04/13/2022 17:02:52 - INFO - __main__ - val_vi_acc = 0.7253012048192771 04/13/2022 17:02:52 - INFO - __main__ - val_zh_acc = 0.7317269076305221 04/13/2022 17:02:52 - INFO - __main__ - val_avg_acc = 0.7263186077643909 04/13/2022 17:02:52 - INFO - __main__ - test_ar_acc = 0.7107784431137725 04/13/2022 17:02:52 - INFO - __main__ - test_bg_acc = 0.7500998003992015 04/13/2022 17:02:52 - INFO - __main__ - test_de_acc = 0.7538922155688623 04/13/2022 17:02:52 - INFO - __main__ - test_el_acc = 0.7335329341317365 04/13/2022 17:02:52 - INFO - __main__ - test_en_acc = 0.8437125748502994 04/13/2022 17:02:52 - INFO - __main__ - test_es_acc = 0.7830339321357286 04/13/2022 17:02:52 - INFO - __main__ - test_fr_acc = 0.7764471057884231 04/13/2022 17:02:52 - INFO - __main__ - test_hi_acc = 0.6572854291417166 04/13/2022 17:02:52 - INFO - __main__ - test_ru_acc = 0.7323353293413174 04/13/2022 17:02:52 - INFO - __main__ - test_sw_acc = 0.6698602794411178 04/13/2022 17:02:52 - INFO - __main__ - test_th_acc = 0.6946107784431138 04/13/2022 17:02:52 - INFO - __main__ - test_tr_acc = 0.6966067864271457 04/13/2022 17:02:52 - INFO - __main__ - test_ur_acc = 0.631936127744511 04/13/2022 17:02:52 - INFO - __main__ - test_vi_acc = 0.7171656686626746 04/13/2022 17:02:52 - INFO - __main__ - test_zh_acc = 0.7249500998003992 04/13/2022 17:02:52 - INFO - __main__ - test_avg_acc = 0.7250831669993348 04/13/2022 17:02:53 - INFO - utils - remove old ckpt: xnli_right_avg_new/ckpt/step-522500-test_avg_acc-0.7250831669993348-val_avg_acc-0.7263186077643909 04/13/2022 17:02:53 - INFO - __main__ - ********** Evaluating Done ********** 04/13/2022 17:02:58 - INFO - __main__ - global_steps 522550 loss: 0.08556657 04/13/2022 17:03:02 - INFO - __main__ - global_steps 522600 loss: 0.06142513 04/13/2022 17:03:07 - INFO - __main__ - global_steps 522650 loss: 0.07033152 04/13/2022 17:03:12 - INFO - __main__ - global_steps 522700 loss: 0.09912045 04/13/2022 17:03:17 - INFO - __main__ - global_steps 522750 loss: 0.05446211 04/13/2022 17:03:21 - INFO - __main__ - global_steps 522800 loss: 0.06386273 04/13/2022 17:03:26 - INFO - __main__ - global_steps 522850 loss: 0.11651837 04/13/2022 17:03:31 - INFO - __main__ - global_steps 522900 loss: 0.05455683 04/13/2022 17:03:36 - INFO - __main__ - global_steps 522950 loss: 0.08185128 04/13/2022 17:03:40 - INFO - __main__ - global_steps 523000 loss: 0.06053653 04/13/2022 17:03:45 - INFO - __main__ - global_steps 523050 loss: 0.08506937 04/13/2022 17:03:50 - INFO - __main__ - global_steps 523100 loss: 0.04240381 04/13/2022 17:03:55 - INFO - __main__ - global_steps 523150 loss: 0.08533234 04/13/2022 17:03:59 - INFO - __main__ - global_steps 523200 loss: 0.04025515 04/13/2022 17:04:04 - INFO - __main__ - global_steps 523250 loss: 0.08314683 04/13/2022 17:04:09 - INFO - __main__ - global_steps 523300 loss: 0.06991047 04/13/2022 17:04:14 - INFO - __main__ - global_steps 523350 loss: 0.10277115 04/13/2022 17:04:18 - INFO - __main__ - global_steps 523400 loss: 0.04623701 04/13/2022 17:04:23 - INFO - __main__ - global_steps 523450 loss: 0.06942106 04/13/2022 17:04:28 - INFO - __main__ - global_steps 523500 loss: 0.07519012 04/13/2022 17:04:33 - INFO - __main__ - global_steps 523550 loss: 0.08283365 04/13/2022 17:04:37 - INFO - __main__ - global_steps 523600 loss: 0.06268991 04/13/2022 17:04:42 - INFO - __main__ - global_steps 523650 loss: 0.06390448 04/13/2022 17:04:47 - INFO - __main__ - global_steps 523700 loss: 0.08469155 04/13/2022 17:04:52 - INFO - __main__ - global_steps 523750 loss: 0.05004868 04/13/2022 17:04:56 - INFO - __main__ - global_steps 523800 loss: 0.11048966 04/13/2022 17:05:01 - INFO - __main__ - global_steps 523850 loss: 0.05537616 04/13/2022 17:05:06 - INFO - __main__ - global_steps 523900 loss: 0.08032176 04/13/2022 17:05:10 - INFO - __main__ - global_steps 523950 loss: 0.09045609 04/13/2022 17:05:15 - INFO - __main__ - global_steps 524000 loss: 0.13162805 04/13/2022 17:05:20 - INFO - __main__ - global_steps 524050 loss: 0.09794448 04/13/2022 17:05:24 - INFO - __main__ - global_steps 524100 loss: 0.07939062 04/13/2022 17:05:29 - INFO - __main__ - global_steps 524150 loss: 0.05075161 04/13/2022 17:05:34 - INFO - __main__ - global_steps 524200 loss: 0.08811818 04/13/2022 17:05:39 - INFO - __main__ - global_steps 524250 loss: 0.08507958 04/13/2022 17:05:44 - INFO - __main__ - global_steps 524300 loss: 0.06810693 04/13/2022 17:05:48 - INFO - __main__ - global_steps 524350 loss: 0.06531408 04/13/2022 17:05:53 - INFO - __main__ - global_steps 524400 loss: 0.06788872 04/13/2022 17:05:58 - INFO - __main__ - global_steps 524450 loss: 0.06959288 04/13/2022 17:06:02 - INFO - __main__ - global_steps 524500 loss: 0.07434884 04/13/2022 17:06:07 - INFO - __main__ - global_steps 524550 loss: 0.10766039 04/13/2022 17:06:12 - INFO - __main__ - global_steps 524600 loss: 0.07007305 04/13/2022 17:06:17 - INFO - __main__ - global_steps 524650 loss: 0.05712023 04/13/2022 17:06:22 - INFO - __main__ - global_steps 524700 loss: 0.12371471 04/13/2022 17:06:26 - INFO - __main__ - global_steps 524750 loss: 0.07689127 04/13/2022 17:06:31 - INFO - __main__ - global_steps 524800 loss: 0.07462999 04/13/2022 17:06:36 - INFO - __main__ - global_steps 524850 loss: 0.08320313 04/13/2022 17:06:41 - INFO - __main__ - global_steps 524900 loss: 0.09311605 04/13/2022 17:06:46 - INFO - __main__ - global_steps 524950 loss: 0.05661775 04/13/2022 17:06:50 - INFO - __main__ - global_steps 525000 loss: 0.07349668 04/13/2022 17:06:50 - INFO - __main__ - ********** Running evaluating ********** 04/13/2022 17:06:55 - INFO - __main__ - ########## val_ar_acc 0.6927710843373494 ########## 04/13/2022 17:07:00 - INFO - __main__ - ########## val_bg_acc 0.7273092369477911 ########## 04/13/2022 17:07:04 - INFO - __main__ - ########## val_de_acc 0.7465863453815261 ########## 04/13/2022 17:07:09 - INFO - __main__ - ########## val_el_acc 0.7305220883534137 ########## 04/13/2022 17:07:14 - INFO - __main__ - ########## val_en_acc 0.8397590361445784 ########## 04/13/2022 17:07:18 - INFO - __main__ - ########## val_es_acc 0.7674698795180723 ########## 04/13/2022 17:07:23 - INFO - __main__ - ########## val_fr_acc 0.765863453815261 ########## 04/13/2022 17:07:28 - INFO - __main__ - ########## val_hi_acc 0.6546184738955824 ########## 04/13/2022 17:07:33 - INFO - __main__ - ########## val_ru_acc 0.7124497991967872 ########## 04/13/2022 17:07:37 - INFO - __main__ - ########## val_sw_acc 0.6514056224899598 ########## 04/13/2022 17:07:42 - INFO - __main__ - ########## val_th_acc 0.6863453815261045 ########## 04/13/2022 17:07:46 - INFO - __main__ - ########## val_tr_acc 0.6935742971887551 ########## 04/13/2022 17:07:51 - INFO - __main__ - ########## val_ur_acc 0.6120481927710844 ########## 04/13/2022 17:07:56 - INFO - __main__ - ########## val_vi_acc 0.7120481927710843 ########## 04/13/2022 17:08:01 - INFO - __main__ - ########## val_zh_acc 0.7269076305220884 ########## 04/13/2022 17:08:10 - INFO - __main__ - ########## test_ar_acc 0.7021956087824351 ########## 04/13/2022 17:08:21 - INFO - __main__ - ########## test_bg_acc 0.7383233532934131 ########## 04/13/2022 17:08:36 - INFO - __main__ - ########## test_de_acc 0.7445109780439122 ########## 04/13/2022 17:08:52 - INFO - __main__ - ########## test_el_acc 0.7277445109780439 ########## 04/13/2022 17:09:06 - INFO - __main__ - ########## test_en_acc 0.8407185628742515 ########## 04/13/2022 17:09:21 - INFO - __main__ - ########## test_es_acc 0.7724550898203593 ########## 04/13/2022 17:09:36 - INFO - __main__ - ########## test_fr_acc 0.7704590818363274 ########## 04/13/2022 17:09:52 - INFO - __main__ - ########## test_hi_acc 0.6487025948103793 ########## 04/13/2022 17:10:07 - INFO - __main__ - ########## test_ru_acc 0.7229540918163673 ########## 04/13/2022 17:10:22 - INFO - __main__ - ########## test_sw_acc 0.6592814371257485 ########## 04/13/2022 17:10:36 - INFO - __main__ - ########## test_th_acc 0.681437125748503 ########## 04/13/2022 17:10:50 - INFO - __main__ - ########## test_tr_acc 0.6912175648702594 ########## 04/13/2022 17:11:05 - INFO - __main__ - ########## test_ur_acc 0.6245508982035928 ########## 04/13/2022 17:11:20 - INFO - __main__ - ########## test_vi_acc 0.7093812375249501 ########## 04/13/2022 17:11:34 - INFO - __main__ - ########## test_zh_acc 0.7157684630738523 ########## 04/13/2022 17:11:34 - INFO - __main__ - val_ar_acc = 0.6927710843373494 04/13/2022 17:11:34 - INFO - __main__ - val_bg_acc = 0.7273092369477911 04/13/2022 17:11:34 - INFO - __main__ - val_de_acc = 0.7465863453815261 04/13/2022 17:11:34 - INFO - __main__ - val_el_acc = 0.7305220883534137 04/13/2022 17:11:34 - INFO - __main__ - val_en_acc = 0.8397590361445784 04/13/2022 17:11:34 - INFO - __main__ - val_es_acc = 0.7674698795180723 04/13/2022 17:11:34 - INFO - __main__ - val_fr_acc = 0.765863453815261 04/13/2022 17:11:34 - INFO - __main__ - val_hi_acc = 0.6546184738955824 04/13/2022 17:11:34 - INFO - __main__ - val_ru_acc = 0.7124497991967872 04/13/2022 17:11:34 - INFO - __main__ - val_sw_acc = 0.6514056224899598 04/13/2022 17:11:34 - INFO - __main__ - val_th_acc = 0.6863453815261045 04/13/2022 17:11:34 - INFO - __main__ - val_tr_acc = 0.6935742971887551 04/13/2022 17:11:34 - INFO - __main__ - val_ur_acc = 0.6120481927710844 04/13/2022 17:11:34 - INFO - __main__ - val_vi_acc = 0.7120481927710843 04/13/2022 17:11:34 - INFO - __main__ - val_zh_acc = 0.7269076305220884 04/13/2022 17:11:34 - INFO - __main__ - val_avg_acc = 0.7146452476572959 04/13/2022 17:11:34 - INFO - __main__ - test_ar_acc = 0.7021956087824351 04/13/2022 17:11:34 - INFO - __main__ - test_bg_acc = 0.7383233532934131 04/13/2022 17:11:34 - INFO - __main__ - test_de_acc = 0.7445109780439122 04/13/2022 17:11:34 - INFO - __main__ - test_el_acc = 0.7277445109780439 04/13/2022 17:11:34 - INFO - __main__ - test_en_acc = 0.8407185628742515 04/13/2022 17:11:34 - INFO - __main__ - test_es_acc = 0.7724550898203593 04/13/2022 17:11:34 - INFO - __main__ - test_fr_acc = 0.7704590818363274 04/13/2022 17:11:34 - INFO - __main__ - test_hi_acc = 0.6487025948103793 04/13/2022 17:11:34 - INFO - __main__ - test_ru_acc = 0.7229540918163673 04/13/2022 17:11:34 - INFO - __main__ - test_sw_acc = 0.6592814371257485 04/13/2022 17:11:34 - INFO - __main__ - test_th_acc = 0.681437125748503 04/13/2022 17:11:34 - INFO - __main__ - test_tr_acc = 0.6912175648702594 04/13/2022 17:11:34 - INFO - __main__ - test_ur_acc = 0.6245508982035928 04/13/2022 17:11:34 - INFO - __main__ - test_vi_acc = 0.7093812375249501 04/13/2022 17:11:34 - INFO - __main__ - test_zh_acc = 0.7157684630738523 04/13/2022 17:11:34 - INFO - __main__ - test_avg_acc = 0.7166467065868264 04/13/2022 17:11:36 - INFO - utils - remove old ckpt: xnli_right_avg_new/ckpt/step-525000-test_avg_acc-0.7166467065868264-val_avg_acc-0.7146452476572959 04/13/2022 17:11:36 - INFO - __main__ - ********** Evaluating Done ********** 04/13/2022 17:11:42 - INFO - __main__ - global_steps 525050 loss: 0.04570939 04/13/2022 17:11:49 - INFO - __main__ - global_steps 525100 loss: 0.10014366 04/13/2022 17:11:56 - INFO - __main__ - global_steps 525150 loss: 0.12432876 04/13/2022 17:12:03 - INFO - __main__ - global_steps 525200 loss: 0.06502328 04/13/2022 17:12:10 - INFO - __main__ - global_steps 525250 loss: 0.05016349 04/13/2022 17:12:16 - INFO - __main__ - global_steps 525300 loss: 0.06126456 04/13/2022 17:12:23 - INFO - __main__ - global_steps 525350 loss: 0.06749022 04/13/2022 17:12:30 - INFO - __main__ - global_steps 525400 loss: 0.07155864 04/13/2022 17:12:36 - INFO - __main__ - global_steps 525450 loss: 0.08665064 04/13/2022 17:12:43 - INFO - __main__ - global_steps 525500 loss: 0.06050181 04/13/2022 17:12:50 - INFO - __main__ - global_steps 525550 loss: 0.10046426 04/13/2022 17:12:57 - INFO - __main__ - global_steps 525600 loss: 0.07712060 04/13/2022 17:13:04 - INFO - __main__ - global_steps 525650 loss: 0.05209536 04/13/2022 17:13:10 - INFO - __main__ - global_steps 525700 loss: 0.07049846 04/13/2022 17:13:17 - INFO - __main__ - global_steps 525750 loss: 0.06361295 04/13/2022 17:13:24 - INFO - __main__ - global_steps 525800 loss: 0.08417115 04/13/2022 17:13:30 - INFO - __main__ - global_steps 525850 loss: 0.04487498 04/13/2022 17:13:37 - INFO - __main__ - global_steps 525900 loss: 0.06427539 04/13/2022 17:13:44 - INFO - __main__ - global_steps 525950 loss: 0.07881047 04/13/2022 17:13:50 - INFO - __main__ - global_steps 526000 loss: 0.04226518 04/13/2022 17:13:57 - INFO - __main__ - global_steps 526050 loss: 0.05635069 04/13/2022 17:14:03 - INFO - __main__ - global_steps 526100 loss: 0.06465238 04/13/2022 17:14:10 - INFO - __main__ - global_steps 526150 loss: 0.06973072 04/13/2022 17:14:17 - INFO - __main__ - global_steps 526200 loss: 0.08684055 04/13/2022 17:14:24 - INFO - __main__ - global_steps 526250 loss: 0.07479451 04/13/2022 17:14:30 - INFO - __main__ - global_steps 526300 loss: 0.06641852 04/13/2022 17:14:37 - INFO - __main__ - global_steps 526350 loss: 0.12610487 04/13/2022 17:14:44 - INFO - __main__ - global_steps 526400 loss: 0.07330009 04/13/2022 17:14:50 - INFO - __main__ - global_steps 526450 loss: 0.08192977 04/13/2022 17:14:57 - INFO - __main__ - global_steps 526500 loss: 0.08173348 04/13/2022 17:15:04 - INFO - __main__ - global_steps 526550 loss: 0.06100919 04/13/2022 17:15:11 - INFO - __main__ - global_steps 526600 loss: 0.09974538 04/13/2022 17:15:17 - INFO - __main__ - global_steps 526650 loss: 0.02820349 04/13/2022 17:15:24 - INFO - __main__ - global_steps 526700 loss: 0.07946081 04/13/2022 17:15:31 - INFO - __main__ - global_steps 526750 loss: 0.07911211 04/13/2022 17:15:38 - INFO - __main__ - global_steps 526800 loss: 0.04861620 04/13/2022 17:15:44 - INFO - __main__ - global_steps 526850 loss: 0.05504177 04/13/2022 17:15:51 - INFO - __main__ - global_steps 526900 loss: 0.11593077 04/13/2022 17:15:58 - INFO - __main__ - global_steps 526950 loss: 0.04759918 04/13/2022 17:16:05 - INFO - __main__ - global_steps 527000 loss: 0.08201196 04/13/2022 17:16:12 - INFO - __main__ - global_steps 527050 loss: 0.06508723 04/13/2022 17:16:18 - INFO - __main__ - global_steps 527100 loss: 0.06263691 04/13/2022 17:16:25 - INFO - __main__ - global_steps 527150 loss: 0.07005563 04/13/2022 17:16:31 - INFO - __main__ - global_steps 527200 loss: 0.08661870 04/13/2022 17:16:38 - INFO - __main__ - global_steps 527250 loss: 0.09047125 04/13/2022 17:16:45 - INFO - __main__ - global_steps 527300 loss: 0.05272207 04/13/2022 17:16:52 - INFO - __main__ - global_steps 527350 loss: 0.07529269 04/13/2022 17:16:58 - INFO - __main__ - global_steps 527400 loss: 0.05344845 04/13/2022 17:17:05 - INFO - __main__ - global_steps 527450 loss: 0.05029662 04/13/2022 17:17:12 - INFO - __main__ - global_steps 527500 loss: 0.06461667 04/13/2022 17:17:12 - INFO - __main__ - ********** Running evaluating ********** 04/13/2022 17:17:19 - INFO - __main__ - ########## val_ar_acc 0.7096385542168675 ########## 04/13/2022 17:17:26 - INFO - __main__ - ########## val_bg_acc 0.742570281124498 ########## 04/13/2022 17:17:33 - INFO - __main__ - ########## val_de_acc 0.7634538152610442 ########## 04/13/2022 17:17:41 - INFO - __main__ - ########## val_el_acc 0.7473895582329317 ########## 04/13/2022 17:17:48 - INFO - __main__ - ########## val_en_acc 0.8514056224899599 ########## 04/13/2022 17:17:55 - INFO - __main__ - ########## val_es_acc 0.7742971887550201 ########## 04/13/2022 17:18:02 - INFO - __main__ - ########## val_fr_acc 0.7726907630522089 ########## 04/13/2022 17:18:10 - INFO - __main__ - ########## val_hi_acc 0.6678714859437751 ########## 04/13/2022 17:18:18 - INFO - __main__ - ########## val_ru_acc 0.7236947791164658 ########## 04/13/2022 17:18:25 - INFO - __main__ - ########## val_sw_acc 0.6614457831325301 ########## 04/13/2022 17:18:31 - INFO - __main__ - ########## val_th_acc 0.7052208835341366 ########## 04/13/2022 17:18:38 - INFO - __main__ - ########## val_tr_acc 0.6919678714859437 ########## 04/13/2022 17:18:46 - INFO - __main__ - ########## val_ur_acc 0.6248995983935743 ########## 04/13/2022 17:18:53 - INFO - __main__ - ########## val_vi_acc 0.7180722891566265 ########## 04/13/2022 17:19:00 - INFO - __main__ - ########## val_zh_acc 0.7349397590361446 ########## 04/13/2022 17:19:15 - INFO - __main__ - ########## test_ar_acc 0.7159680638722555 ########## 04/13/2022 17:19:28 - INFO - __main__ - ########## test_bg_acc 0.7560878243512974 ########## 04/13/2022 17:19:37 - INFO - __main__ - ########## test_de_acc 0.7520958083832335 ########## 04/13/2022 17:19:47 - INFO - __main__ - ########## test_el_acc 0.7359281437125749 ########## 04/13/2022 17:19:56 - INFO - __main__ - ########## test_en_acc 0.8449101796407186 ########## 04/13/2022 17:20:05 - INFO - __main__ - ########## test_es_acc 0.780439121756487 ########## 04/13/2022 17:20:14 - INFO - __main__ - ########## test_fr_acc 0.7818363273453094 ########## 04/13/2022 17:20:23 - INFO - __main__ - ########## test_hi_acc 0.6632734530938124 ########## 04/13/2022 17:20:32 - INFO - __main__ - ########## test_ru_acc 0.7411177644710579 ########## 04/13/2022 17:20:41 - INFO - __main__ - ########## test_sw_acc 0.6728542914171657 ########## 04/13/2022 17:20:50 - INFO - __main__ - ########## test_th_acc 0.6966067864271457 ########## 04/13/2022 17:20:59 - INFO - __main__ - ########## test_tr_acc 0.7047904191616766 ########## 04/13/2022 17:21:08 - INFO - __main__ - ########## test_ur_acc 0.637125748502994 ########## 04/13/2022 17:21:18 - INFO - __main__ - ########## test_vi_acc 0.719560878243513 ########## 04/13/2022 17:21:27 - INFO - __main__ - ########## test_zh_acc 0.7251497005988023 ########## 04/13/2022 17:21:27 - INFO - __main__ - val_ar_acc = 0.7096385542168675 04/13/2022 17:21:27 - INFO - __main__ - val_bg_acc = 0.742570281124498 04/13/2022 17:21:27 - INFO - __main__ - val_de_acc = 0.7634538152610442 04/13/2022 17:21:27 - INFO - __main__ - val_el_acc = 0.7473895582329317 04/13/2022 17:21:27 - INFO - __main__ - val_en_acc = 0.8514056224899599 04/13/2022 17:21:27 - INFO - __main__ - val_es_acc = 0.7742971887550201 04/13/2022 17:21:27 - INFO - __main__ - val_fr_acc = 0.7726907630522089 04/13/2022 17:21:27 - INFO - __main__ - val_hi_acc = 0.6678714859437751 04/13/2022 17:21:27 - INFO - __main__ - val_ru_acc = 0.7236947791164658 04/13/2022 17:21:27 - INFO - __main__ - val_sw_acc = 0.6614457831325301 04/13/2022 17:21:27 - INFO - __main__ - val_th_acc = 0.7052208835341366 04/13/2022 17:21:27 - INFO - __main__ - val_tr_acc = 0.6919678714859437 04/13/2022 17:21:27 - INFO - __main__ - val_ur_acc = 0.6248995983935743 04/13/2022 17:21:27 - INFO - __main__ - val_vi_acc = 0.7180722891566265 04/13/2022 17:21:27 - INFO - __main__ - val_zh_acc = 0.7349397590361446 04/13/2022 17:21:27 - INFO - __main__ - val_avg_acc = 0.7259705488621151 04/13/2022 17:21:27 - INFO - __main__ - test_ar_acc = 0.7159680638722555 04/13/2022 17:21:27 - INFO - __main__ - test_bg_acc = 0.7560878243512974 04/13/2022 17:21:27 - INFO - __main__ - test_de_acc = 0.7520958083832335 04/13/2022 17:21:27 - INFO - __main__ - test_el_acc = 0.7359281437125749 04/13/2022 17:21:27 - INFO - __main__ - test_en_acc = 0.8449101796407186 04/13/2022 17:21:27 - INFO - __main__ - test_es_acc = 0.780439121756487 04/13/2022 17:21:27 - INFO - __main__ - test_fr_acc = 0.7818363273453094 04/13/2022 17:21:27 - INFO - __main__ - test_hi_acc = 0.6632734530938124 04/13/2022 17:21:27 - INFO - __main__ - test_ru_acc = 0.7411177644710579 04/13/2022 17:21:27 - INFO - __main__ - test_sw_acc = 0.6728542914171657 04/13/2022 17:21:27 - INFO - __main__ - test_th_acc = 0.6966067864271457 04/13/2022 17:21:27 - INFO - __main__ - test_tr_acc = 0.7047904191616766 04/13/2022 17:21:27 - INFO - __main__ - test_ur_acc = 0.637125748502994 04/13/2022 17:21:27 - INFO - __main__ - test_vi_acc = 0.719560878243513 04/13/2022 17:21:27 - INFO - __main__ - test_zh_acc = 0.7251497005988023 04/13/2022 17:21:27 - INFO - __main__ - test_avg_acc = 0.7285163007318697 04/13/2022 17:21:28 - INFO - utils - remove old ckpt: xnli_right_avg_new/ckpt/step-527500-test_avg_acc-0.7285163007318697-val_avg_acc-0.7259705488621151 04/13/2022 17:21:28 - INFO - __main__ - ********** Evaluating Done ********** 04/13/2022 17:21:33 - INFO - __main__ - global_steps 527550 loss: 0.09626888 04/13/2022 17:21:38 - INFO - __main__ - global_steps 527600 loss: 0.08509426 04/13/2022 17:21:42 - INFO - __main__ - global_steps 527650 loss: 0.07517563 04/13/2022 17:21:47 - INFO - __main__ - global_steps 527700 loss: 0.06710906 04/13/2022 17:21:52 - INFO - __main__ - global_steps 527750 loss: 0.07465514 04/13/2022 17:21:57 - INFO - __main__ - global_steps 527800 loss: 0.05686981 04/13/2022 17:22:01 - INFO - __main__ - global_steps 527850 loss: 0.07702253 04/13/2022 17:22:06 - INFO - __main__ - global_steps 527900 loss: 0.06573738 04/13/2022 17:22:11 - INFO - __main__ - global_steps 527950 loss: 0.06769428 04/13/2022 17:22:16 - INFO - __main__ - global_steps 528000 loss: 0.09538230 04/13/2022 17:22:20 - INFO - __main__ - global_steps 528050 loss: 0.08424120 04/13/2022 17:22:25 - INFO - __main__ - global_steps 528100 loss: 0.04276811 04/13/2022 17:22:30 - INFO - __main__ - global_steps 528150 loss: 0.09598517 04/13/2022 17:22:35 - INFO - __main__ - global_steps 528200 loss: 0.04961645 04/13/2022 17:22:39 - INFO - __main__ - global_steps 528250 loss: 0.11613997 04/13/2022 17:22:44 - INFO - __main__ - global_steps 528300 loss: 0.07245991 04/13/2022 17:22:49 - INFO - __main__ - global_steps 528350 loss: 0.08379571 04/13/2022 17:22:53 - INFO - __main__ - global_steps 528400 loss: 0.03512952 04/13/2022 17:22:58 - INFO - __main__ - global_steps 528450 loss: 0.06864484 04/13/2022 17:23:03 - INFO - __main__ - global_steps 528500 loss: 0.08100117 04/13/2022 17:23:08 - INFO - __main__ - global_steps 528550 loss: 0.07551613 04/13/2022 17:23:12 - INFO - __main__ - global_steps 528600 loss: 0.06826785 04/13/2022 17:23:17 - INFO - __main__ - global_steps 528650 loss: 0.06878045 04/13/2022 17:23:22 - INFO - __main__ - global_steps 528700 loss: 0.06153058 04/13/2022 17:23:27 - INFO - __main__ - global_steps 528750 loss: 0.11596563 04/13/2022 17:23:31 - INFO - __main__ - global_steps 528800 loss: 0.09702038 04/13/2022 17:23:36 - INFO - __main__ - global_steps 528850 loss: 0.08071545 04/13/2022 17:23:41 - INFO - __main__ - global_steps 528900 loss: 0.09295458 04/13/2022 17:23:46 - INFO - __main__ - global_steps 528950 loss: 0.05512352 04/13/2022 17:23:50 - INFO - __main__ - global_steps 529000 loss: 0.04570862 04/13/2022 17:23:55 - INFO - __main__ - global_steps 529050 loss: 0.08374695 04/13/2022 17:24:00 - INFO - __main__ - global_steps 529100 loss: 0.05156174 04/13/2022 17:24:04 - INFO - __main__ - global_steps 529150 loss: 0.04250933 04/13/2022 17:24:09 - INFO - __main__ - global_steps 529200 loss: 0.06131882 04/13/2022 17:24:14 - INFO - __main__ - global_steps 529250 loss: 0.08277450 04/13/2022 17:24:19 - INFO - __main__ - global_steps 529300 loss: 0.06169955 04/13/2022 17:24:23 - INFO - __main__ - global_steps 529350 loss: 0.12230594 04/13/2022 17:24:28 - INFO - __main__ - global_steps 529400 loss: 0.07066256 04/13/2022 17:24:33 - INFO - __main__ - global_steps 529450 loss: 0.07986013 04/13/2022 17:24:38 - INFO - __main__ - global_steps 529500 loss: 0.03564809 04/13/2022 17:24:42 - INFO - __main__ - global_steps 529550 loss: 0.05689419 04/13/2022 17:24:47 - INFO - __main__ - global_steps 529600 loss: 0.08269346 04/13/2022 17:24:52 - INFO - __main__ - global_steps 529650 loss: 0.07987233 04/13/2022 17:24:56 - INFO - __main__ - global_steps 529700 loss: 0.09679696 04/13/2022 17:25:01 - INFO - __main__ - global_steps 529750 loss: 0.06801167 04/13/2022 17:25:06 - INFO - __main__ - global_steps 529800 loss: 0.04881122 04/13/2022 17:25:11 - INFO - __main__ - global_steps 529850 loss: 0.05612458 04/13/2022 17:25:15 - INFO - __main__ - global_steps 529900 loss: 0.04356538 04/13/2022 17:25:20 - INFO - __main__ - global_steps 529950 loss: 0.09406073 04/13/2022 17:25:25 - INFO - __main__ - global_steps 530000 loss: 0.07390321 04/13/2022 17:25:25 - INFO - __main__ - ********** Running evaluating ********** 04/13/2022 17:25:29 - INFO - __main__ - ########## val_ar_acc 0.7068273092369478 ########## 04/13/2022 17:25:34 - INFO - __main__ - ########## val_bg_acc 0.7349397590361446 ########## 04/13/2022 17:25:39 - INFO - __main__ - ########## val_de_acc 0.7514056224899598 ########## 04/13/2022 17:25:43 - INFO - __main__ - ########## val_el_acc 0.744578313253012 ########## 04/13/2022 17:25:48 - INFO - __main__ - ########## val_en_acc 0.8502008032128514 ########## 04/13/2022 17:25:52 - INFO - __main__ - ########## val_es_acc 0.7819277108433735 ########## 04/13/2022 17:25:57 - INFO - __main__ - ########## val_fr_acc 0.7706827309236948 ########## 04/13/2022 17:26:02 - INFO - __main__ - ########## val_hi_acc 0.6678714859437751 ########## 04/13/2022 17:26:06 - INFO - __main__ - ########## val_ru_acc 0.7248995983935743 ########## 04/13/2022 17:26:11 - INFO - __main__ - ########## val_sw_acc 0.6562248995983936 ########## 04/13/2022 17:26:15 - INFO - __main__ - ########## val_th_acc 0.6931726907630522 ########## 04/13/2022 17:26:20 - INFO - __main__ - ########## val_tr_acc 0.6995983935742972 ########## 04/13/2022 17:26:24 - INFO - __main__ - ########## val_ur_acc 0.6265060240963856 ########## 04/13/2022 17:26:29 - INFO - __main__ - ########## val_vi_acc 0.7132530120481928 ########## 04/13/2022 17:26:33 - INFO - __main__ - ########## val_zh_acc 0.7349397590361446 ########## 04/13/2022 17:26:42 - INFO - __main__ - ########## test_ar_acc 0.7105788423153693 ########## 04/13/2022 17:26:52 - INFO - __main__ - ########## test_bg_acc 0.7538922155688623 ########## 04/13/2022 17:27:01 - INFO - __main__ - ########## test_de_acc 0.7554890219560878 ########## 04/13/2022 17:27:10 - INFO - __main__ - ########## test_el_acc 0.7387225548902195 ########## 04/13/2022 17:27:19 - INFO - __main__ - ########## test_en_acc 0.8417165668662675 ########## 04/13/2022 17:27:28 - INFO - __main__ - ########## test_es_acc 0.7806387225548902 ########## 04/13/2022 17:27:38 - INFO - __main__ - ########## test_fr_acc 0.7836327345309381 ########## 04/13/2022 17:27:48 - INFO - __main__ - ########## test_hi_acc 0.662874251497006 ########## 04/13/2022 17:27:57 - INFO - __main__ - ########## test_ru_acc 0.7357285429141717 ########## 04/13/2022 17:28:06 - INFO - __main__ - ########## test_sw_acc 0.6728542914171657 ########## 04/13/2022 17:28:15 - INFO - __main__ - ########## test_th_acc 0.6956087824351297 ########## 04/13/2022 17:28:24 - INFO - __main__ - ########## test_tr_acc 0.7001996007984032 ########## 04/13/2022 17:28:34 - INFO - __main__ - ########## test_ur_acc 0.6343313373253493 ########## 04/13/2022 17:28:43 - INFO - __main__ - ########## test_vi_acc 0.7211576846307385 ########## 04/13/2022 17:28:52 - INFO - __main__ - ########## test_zh_acc 0.7233532934131737 ########## 04/13/2022 17:28:52 - INFO - __main__ - val_ar_acc = 0.7068273092369478 04/13/2022 17:28:52 - INFO - __main__ - val_bg_acc = 0.7349397590361446 04/13/2022 17:28:52 - INFO - __main__ - val_de_acc = 0.7514056224899598 04/13/2022 17:28:52 - INFO - __main__ - val_el_acc = 0.744578313253012 04/13/2022 17:28:52 - INFO - __main__ - val_en_acc = 0.8502008032128514 04/13/2022 17:28:52 - INFO - __main__ - val_es_acc = 0.7819277108433735 04/13/2022 17:28:52 - INFO - __main__ - val_fr_acc = 0.7706827309236948 04/13/2022 17:28:52 - INFO - __main__ - val_hi_acc = 0.6678714859437751 04/13/2022 17:28:52 - INFO - __main__ - val_ru_acc = 0.7248995983935743 04/13/2022 17:28:52 - INFO - __main__ - val_sw_acc = 0.6562248995983936 04/13/2022 17:28:52 - INFO - __main__ - val_th_acc = 0.6931726907630522 04/13/2022 17:28:52 - INFO - __main__ - val_tr_acc = 0.6995983935742972 04/13/2022 17:28:52 - INFO - __main__ - val_ur_acc = 0.6265060240963856 04/13/2022 17:28:52 - INFO - __main__ - val_vi_acc = 0.7132530120481928 04/13/2022 17:28:52 - INFO - __main__ - val_zh_acc = 0.7349397590361446 04/13/2022 17:28:52 - INFO - __main__ - val_avg_acc = 0.72380187416332 04/13/2022 17:28:52 - INFO - __main__ - test_ar_acc = 0.7105788423153693 04/13/2022 17:28:52 - INFO - __main__ - test_bg_acc = 0.7538922155688623 04/13/2022 17:28:52 - INFO - __main__ - test_de_acc = 0.7554890219560878 04/13/2022 17:28:52 - INFO - __main__ - test_el_acc = 0.7387225548902195 04/13/2022 17:28:52 - INFO - __main__ - test_en_acc = 0.8417165668662675 04/13/2022 17:28:52 - INFO - __main__ - test_es_acc = 0.7806387225548902 04/13/2022 17:28:52 - INFO - __main__ - test_fr_acc = 0.7836327345309381 04/13/2022 17:28:52 - INFO - __main__ - test_hi_acc = 0.662874251497006 04/13/2022 17:28:52 - INFO - __main__ - test_ru_acc = 0.7357285429141717 04/13/2022 17:28:52 - INFO - __main__ - test_sw_acc = 0.6728542914171657 04/13/2022 17:28:52 - INFO - __main__ - test_th_acc = 0.6956087824351297 04/13/2022 17:28:52 - INFO - __main__ - test_tr_acc = 0.7001996007984032 04/13/2022 17:28:52 - INFO - __main__ - test_ur_acc = 0.6343313373253493 04/13/2022 17:28:52 - INFO - __main__ - test_vi_acc = 0.7211576846307385 04/13/2022 17:28:52 - INFO - __main__ - test_zh_acc = 0.7233532934131737 04/13/2022 17:28:52 - INFO - __main__ - test_avg_acc = 0.7273852295409181 04/13/2022 17:28:53 - INFO - utils - remove old ckpt: xnli_right_avg_new/ckpt/step-530000-test_avg_acc-0.7273852295409181-val_avg_acc-0.72380187416332 04/13/2022 17:28:53 - INFO - __main__ - ********** Evaluating Done ********** 04/13/2022 17:28:58 - INFO - __main__ - global_steps 530050 loss: 0.09492196 04/13/2022 17:29:03 - INFO - __main__ - global_steps 530100 loss: 0.07767532 04/13/2022 17:29:07 - INFO - __main__ - global_steps 530150 loss: 0.08646201 04/13/2022 17:29:12 - INFO - __main__ - global_steps 530200 loss: 0.08003308 04/13/2022 17:29:17 - INFO - __main__ - global_steps 530250 loss: 0.10994688 04/13/2022 17:29:22 - INFO - __main__ - global_steps 530300 loss: 0.10219782 04/13/2022 17:29:26 - INFO - __main__ - global_steps 530350 loss: 0.07839054 04/13/2022 17:29:31 - INFO - __main__ - global_steps 530400 loss: 0.04329615 04/13/2022 17:29:36 - INFO - __main__ - global_steps 530450 loss: 0.06267701 04/13/2022 17:29:41 - INFO - __main__ - global_steps 530500 loss: 0.05852383 04/13/2022 17:29:45 - INFO - __main__ - global_steps 530550 loss: 0.05301010 04/13/2022 17:29:50 - INFO - __main__ - global_steps 530600 loss: 0.10757422 04/13/2022 17:29:55 - INFO - __main__ - global_steps 530650 loss: 0.08847724 04/13/2022 17:29:59 - INFO - __main__ - global_steps 530700 loss: 0.04666367 04/13/2022 17:30:04 - INFO - __main__ - global_steps 530750 loss: 0.06465113 04/13/2022 17:30:09 - INFO - __main__ - global_steps 530800 loss: 0.09562457 04/13/2022 17:30:14 - INFO - __main__ - global_steps 530850 loss: 0.05826545 04/13/2022 17:30:18 - INFO - __main__ - global_steps 530900 loss: 0.04513927 04/13/2022 17:30:23 - INFO - __main__ - global_steps 530950 loss: 0.09026124 04/13/2022 17:30:28 - INFO - __main__ - global_steps 531000 loss: 0.04151481 04/13/2022 17:30:33 - INFO - __main__ - global_steps 531050 loss: 0.10797413 04/13/2022 17:30:37 - INFO - __main__ - global_steps 531100 loss: 0.09931564 04/13/2022 17:30:42 - INFO - __main__ - global_steps 531150 loss: 0.03840144 04/13/2022 17:30:47 - INFO - __main__ - global_steps 531200 loss: 0.09857290 04/13/2022 17:30:51 - INFO - __main__ - global_steps 531250 loss: 0.05594073 04/13/2022 17:30:56 - INFO - __main__ - global_steps 531300 loss: 0.06562495 04/13/2022 17:31:01 - INFO - __main__ - global_steps 531350 loss: 0.04397825 04/13/2022 17:31:05 - INFO - __main__ - global_steps 531400 loss: 0.11005265 04/13/2022 17:31:10 - INFO - __main__ - global_steps 531450 loss: 0.07824246 04/13/2022 17:31:15 - INFO - __main__ - global_steps 531500 loss: 0.11086877 04/13/2022 17:31:19 - INFO - __main__ - global_steps 531550 loss: 0.06157171 04/13/2022 17:31:24 - INFO - __main__ - global_steps 531600 loss: 0.09073557 04/13/2022 17:31:29 - INFO - __main__ - global_steps 531650 loss: 0.06947636 04/13/2022 17:31:34 - INFO - __main__ - global_steps 531700 loss: 0.05492102 04/13/2022 17:31:38 - INFO - __main__ - global_steps 531750 loss: 0.06685267 04/13/2022 17:31:43 - INFO - __main__ - global_steps 531800 loss: 0.05335852 04/13/2022 17:31:48 - INFO - __main__ - global_steps 531850 loss: 0.06898374 04/13/2022 17:31:52 - INFO - __main__ - global_steps 531900 loss: 0.04085362 04/13/2022 17:31:57 - INFO - __main__ - global_steps 531950 loss: 0.04629965 04/13/2022 17:32:02 - INFO - __main__ - global_steps 532000 loss: 0.05669370 04/13/2022 17:32:07 - INFO - __main__ - global_steps 532050 loss: 0.07872817 04/13/2022 17:32:11 - INFO - __main__ - global_steps 532100 loss: 0.05504228 04/13/2022 17:32:16 - INFO - __main__ - global_steps 532150 loss: 0.08824204 04/13/2022 17:32:21 - INFO - __main__ - global_steps 532200 loss: 0.10656177 04/13/2022 17:32:26 - INFO - __main__ - global_steps 532250 loss: 0.04704543 04/13/2022 17:32:30 - INFO - __main__ - global_steps 532300 loss: 0.07204647 04/13/2022 17:32:35 - INFO - __main__ - global_steps 532350 loss: 0.04764183 04/13/2022 17:32:40 - INFO - __main__ - global_steps 532400 loss: 0.09721329 04/13/2022 17:32:45 - INFO - __main__ - global_steps 532450 loss: 0.04221296 04/13/2022 17:32:49 - INFO - __main__ - global_steps 532500 loss: 0.07055957 04/13/2022 17:32:49 - INFO - __main__ - ********** Running evaluating ********** 04/13/2022 17:32:54 - INFO - __main__ - ########## val_ar_acc 0.7124497991967872 ########## 04/13/2022 17:32:59 - INFO - __main__ - ########## val_bg_acc 0.7337349397590361 ########## 04/13/2022 17:33:03 - INFO - __main__ - ########## val_de_acc 0.7594377510040161 ########## 04/13/2022 17:33:08 - INFO - __main__ - ########## val_el_acc 0.7518072289156627 ########## 04/13/2022 17:33:12 - INFO - __main__ - ########## val_en_acc 0.8465863453815261 ########## 04/13/2022 17:33:17 - INFO - __main__ - ########## val_es_acc 0.7763052208835342 ########## 04/13/2022 17:33:21 - INFO - __main__ - ########## val_fr_acc 0.7775100401606426 ########## 04/13/2022 17:33:26 - INFO - __main__ - ########## val_hi_acc 0.6598393574297189 ########## 04/13/2022 17:33:31 - INFO - __main__ - ########## val_ru_acc 0.7120481927710843 ########## 04/13/2022 17:33:35 - INFO - __main__ - ########## val_sw_acc 0.659437751004016 ########## 04/13/2022 17:33:40 - INFO - __main__ - ########## val_th_acc 0.7032128514056225 ########## 04/13/2022 17:33:44 - INFO - __main__ - ########## val_tr_acc 0.702008032128514 ########## 04/13/2022 17:33:49 - INFO - __main__ - ########## val_ur_acc 0.6244979919678715 ########## 04/13/2022 17:33:53 - INFO - __main__ - ########## val_vi_acc 0.7176706827309237 ########## 04/13/2022 17:33:58 - INFO - __main__ - ########## val_zh_acc 0.7353413654618474 ########## 04/13/2022 17:34:07 - INFO - __main__ - ########## test_ar_acc 0.7119760479041917 ########## 04/13/2022 17:34:16 - INFO - __main__ - ########## test_bg_acc 0.7506986027944111 ########## 04/13/2022 17:34:25 - INFO - __main__ - ########## test_de_acc 0.7514970059880239 ########## 04/13/2022 17:34:35 - INFO - __main__ - ########## test_el_acc 0.7383233532934131 ########## 04/13/2022 17:34:44 - INFO - __main__ - ########## test_en_acc 0.8409181636726547 ########## 04/13/2022 17:34:53 - INFO - __main__ - ########## test_es_acc 0.7798403193612774 ########## 04/13/2022 17:35:02 - INFO - __main__ - ########## test_fr_acc 0.7730538922155689 ########## 04/13/2022 17:35:12 - INFO - __main__ - ########## test_hi_acc 0.6576846307385229 ########## 04/13/2022 17:35:22 - INFO - __main__ - ########## test_ru_acc 0.7273453093812375 ########## 04/13/2022 17:35:30 - INFO - __main__ - ########## test_sw_acc 0.6694610778443114 ########## 04/13/2022 17:35:39 - INFO - __main__ - ########## test_th_acc 0.692814371257485 ########## 04/13/2022 17:35:48 - INFO - __main__ - ########## test_tr_acc 0.6978043912175649 ########## 04/13/2022 17:35:58 - INFO - __main__ - ########## test_ur_acc 0.6259481037924152 ########## 04/13/2022 17:36:07 - INFO - __main__ - ########## test_vi_acc 0.7127744510978044 ########## 04/13/2022 17:36:16 - INFO - __main__ - ########## test_zh_acc 0.7241516966067865 ########## 04/13/2022 17:36:16 - INFO - __main__ - val_ar_acc = 0.7124497991967872 04/13/2022 17:36:16 - INFO - __main__ - val_bg_acc = 0.7337349397590361 04/13/2022 17:36:16 - INFO - __main__ - val_de_acc = 0.7594377510040161 04/13/2022 17:36:16 - INFO - __main__ - val_el_acc = 0.7518072289156627 04/13/2022 17:36:16 - INFO - __main__ - val_en_acc = 0.8465863453815261 04/13/2022 17:36:16 - INFO - __main__ - val_es_acc = 0.7763052208835342 04/13/2022 17:36:16 - INFO - __main__ - val_fr_acc = 0.7775100401606426 04/13/2022 17:36:16 - INFO - __main__ - val_hi_acc = 0.6598393574297189 04/13/2022 17:36:16 - INFO - __main__ - val_ru_acc = 0.7120481927710843 04/13/2022 17:36:16 - INFO - __main__ - val_sw_acc = 0.659437751004016 04/13/2022 17:36:16 - INFO - __main__ - val_th_acc = 0.7032128514056225 04/13/2022 17:36:16 - INFO - __main__ - val_tr_acc = 0.702008032128514 04/13/2022 17:36:16 - INFO - __main__ - val_ur_acc = 0.6244979919678715 04/13/2022 17:36:16 - INFO - __main__ - val_vi_acc = 0.7176706827309237 04/13/2022 17:36:16 - INFO - __main__ - val_zh_acc = 0.7353413654618474 04/13/2022 17:36:16 - INFO - __main__ - val_avg_acc = 0.7247925033467202 04/13/2022 17:36:16 - INFO - __main__ - test_ar_acc = 0.7119760479041917 04/13/2022 17:36:16 - INFO - __main__ - test_bg_acc = 0.7506986027944111 04/13/2022 17:36:16 - INFO - __main__ - test_de_acc = 0.7514970059880239 04/13/2022 17:36:16 - INFO - __main__ - test_el_acc = 0.7383233532934131 04/13/2022 17:36:16 - INFO - __main__ - test_en_acc = 0.8409181636726547 04/13/2022 17:36:16 - INFO - __main__ - test_es_acc = 0.7798403193612774 04/13/2022 17:36:16 - INFO - __main__ - test_fr_acc = 0.7730538922155689 04/13/2022 17:36:16 - INFO - __main__ - test_hi_acc = 0.6576846307385229 04/13/2022 17:36:16 - INFO - __main__ - test_ru_acc = 0.7273453093812375 04/13/2022 17:36:16 - INFO - __main__ - test_sw_acc = 0.6694610778443114 04/13/2022 17:36:16 - INFO - __main__ - test_th_acc = 0.692814371257485 04/13/2022 17:36:16 - INFO - __main__ - test_tr_acc = 0.6978043912175649 04/13/2022 17:36:16 - INFO - __main__ - test_ur_acc = 0.6259481037924152 04/13/2022 17:36:16 - INFO - __main__ - test_vi_acc = 0.7127744510978044 04/13/2022 17:36:16 - INFO - __main__ - test_zh_acc = 0.7241516966067865 04/13/2022 17:36:16 - INFO - __main__ - test_avg_acc = 0.7236194278110446 04/13/2022 17:36:17 - INFO - utils - remove old ckpt: xnli_right_avg_new/ckpt/step-532500-test_avg_acc-0.7236194278110446-val_avg_acc-0.7247925033467202 04/13/2022 17:36:17 - INFO - __main__ - ********** Evaluating Done ********** 04/13/2022 17:36:22 - INFO - __main__ - global_steps 532550 loss: 0.07113067 04/13/2022 17:36:27 - INFO - __main__ - global_steps 532600 loss: 0.05937093 04/13/2022 17:36:31 - INFO - __main__ - global_steps 532650 loss: 0.05120460 04/13/2022 17:36:36 - INFO - __main__ - global_steps 532700 loss: 0.09109574 04/13/2022 17:36:41 - INFO - __main__ - global_steps 532750 loss: 0.07605957 04/13/2022 17:36:46 - INFO - __main__ - global_steps 532800 loss: 0.05860533 04/13/2022 17:36:50 - INFO - __main__ - global_steps 532850 loss: 0.04361608 04/13/2022 17:36:55 - INFO - __main__ - global_steps 532900 loss: 0.06493810 04/13/2022 17:37:00 - INFO - __main__ - global_steps 532950 loss: 0.04970800 04/13/2022 17:37:04 - INFO - __main__ - global_steps 533000 loss: 0.08666019 04/13/2022 17:37:09 - INFO - __main__ - global_steps 533050 loss: 0.06945206 04/13/2022 17:37:14 - INFO - __main__ - global_steps 533100 loss: 0.10739663 04/13/2022 17:37:19 - INFO - __main__ - global_steps 533150 loss: 0.06699003 04/13/2022 17:37:24 - INFO - __main__ - global_steps 533200 loss: 0.07335737 04/13/2022 17:37:28 - INFO - __main__ - global_steps 533250 loss: 0.05219031 04/13/2022 17:37:33 - INFO - __main__ - global_steps 533300 loss: 0.04829234 04/13/2022 17:37:38 - INFO - __main__ - global_steps 533350 loss: 0.05236319 04/13/2022 17:37:43 - INFO - __main__ - global_steps 533400 loss: 0.07437481 04/13/2022 17:37:47 - INFO - __main__ - global_steps 533450 loss: 0.06331713 04/13/2022 17:37:52 - INFO - __main__ - global_steps 533500 loss: 0.09313723 04/13/2022 17:37:57 - INFO - __main__ - global_steps 533550 loss: 0.11410474 04/13/2022 17:38:01 - INFO - __main__ - global_steps 533600 loss: 0.08031267 04/13/2022 17:38:06 - INFO - __main__ - global_steps 533650 loss: 0.06712775 04/13/2022 17:38:11 - INFO - __main__ - global_steps 533700 loss: 0.07944725 04/13/2022 17:38:16 - INFO - __main__ - global_steps 533750 loss: 0.08258621 04/13/2022 17:38:20 - INFO - __main__ - global_steps 533800 loss: 0.08629003 04/13/2022 17:38:25 - INFO - __main__ - global_steps 533850 loss: 0.05955716 04/13/2022 17:38:30 - INFO - __main__ - global_steps 533900 loss: 0.05651711 04/13/2022 17:38:35 - INFO - __main__ - global_steps 533950 loss: 0.06185961 04/13/2022 17:38:40 - INFO - __main__ - global_steps 534000 loss: 0.04576255 04/13/2022 17:38:44 - INFO - __main__ - global_steps 534050 loss: 0.06424945 04/13/2022 17:38:50 - INFO - __main__ - global_steps 534100 loss: 0.08947588 04/13/2022 17:38:56 - INFO - __main__ - global_steps 534150 loss: 0.07441726 04/13/2022 17:39:02 - INFO - __main__ - global_steps 534200 loss: 0.04850465 04/13/2022 17:39:09 - INFO - __main__ - global_steps 534250 loss: 0.03756263 04/13/2022 17:39:16 - INFO - __main__ - global_steps 534300 loss: 0.07656519 04/13/2022 17:39:22 - INFO - __main__ - global_steps 534350 loss: 0.05136040 04/13/2022 17:39:29 - INFO - __main__ - global_steps 534400 loss: 0.06107192 04/13/2022 17:39:36 - INFO - __main__ - global_steps 534450 loss: 0.06261314 04/13/2022 17:39:42 - INFO - __main__ - global_steps 534500 loss: 0.03850733 04/13/2022 17:39:49 - INFO - __main__ - global_steps 534550 loss: 0.09180411 04/13/2022 17:39:56 - INFO - __main__ - global_steps 534600 loss: 0.07668037 04/13/2022 17:40:02 - INFO - __main__ - global_steps 534650 loss: 0.06407532 04/13/2022 17:40:09 - INFO - __main__ - global_steps 534700 loss: 0.06665316 04/13/2022 17:40:16 - INFO - __main__ - global_steps 534750 loss: 0.10100476 04/13/2022 17:40:22 - INFO - __main__ - global_steps 534800 loss: 0.09145819 04/13/2022 17:40:29 - INFO - __main__ - global_steps 534850 loss: 0.11424254 04/13/2022 17:40:36 - INFO - __main__ - global_steps 534900 loss: 0.04384009 04/13/2022 17:40:43 - INFO - __main__ - global_steps 534950 loss: 0.04997634 04/13/2022 17:40:50 - INFO - __main__ - global_steps 535000 loss: 0.07206148 04/13/2022 17:40:50 - INFO - __main__ - ********** Running evaluating ********** 04/13/2022 17:40:57 - INFO - __main__ - ########## val_ar_acc 0.6951807228915663 ########## 04/13/2022 17:41:04 - INFO - __main__ - ########## val_bg_acc 0.7257028112449799 ########## 04/13/2022 17:41:11 - INFO - __main__ - ########## val_de_acc 0.7518072289156627 ########## 04/13/2022 17:41:19 - INFO - __main__ - ########## val_el_acc 0.7337349397590361 ########## 04/13/2022 17:41:25 - INFO - __main__ - ########## val_en_acc 0.8481927710843373 ########## 04/13/2022 17:41:33 - INFO - __main__ - ########## val_es_acc 0.7803212851405622 ########## 04/13/2022 17:41:40 - INFO - __main__ - ########## val_fr_acc 0.7694779116465863 ########## 04/13/2022 17:41:48 - INFO - __main__ - ########## val_hi_acc 0.6598393574297189 ########## 04/13/2022 17:41:55 - INFO - __main__ - ########## val_ru_acc 0.7112449799196787 ########## 04/13/2022 17:42:02 - INFO - __main__ - ########## val_sw_acc 0.6510040160642571 ########## 04/13/2022 17:42:09 - INFO - __main__ - ########## val_th_acc 0.6863453815261045 ########## 04/13/2022 17:42:16 - INFO - __main__ - ########## val_tr_acc 0.6927710843373494 ########## 04/13/2022 17:42:24 - INFO - __main__ - ########## val_ur_acc 0.6196787148594377 ########## 04/13/2022 17:42:31 - INFO - __main__ - ########## val_vi_acc 0.714859437751004 ########## 04/13/2022 17:42:38 - INFO - __main__ - ########## val_zh_acc 0.7305220883534137 ########## 04/13/2022 17:42:52 - INFO - __main__ - ########## test_ar_acc 0.7003992015968064 ########## 04/13/2022 17:43:07 - INFO - __main__ - ########## test_bg_acc 0.743313373253493 ########## 04/13/2022 17:43:22 - INFO - __main__ - ########## test_de_acc 0.7520958083832335 ########## 04/13/2022 17:43:37 - INFO - __main__ - ########## test_el_acc 0.7233532934131737 ########## 04/13/2022 17:43:51 - INFO - __main__ - ########## test_en_acc 0.8379241516966068 ########## 04/13/2022 17:44:06 - INFO - __main__ - ########## test_es_acc 0.7754491017964071 ########## 04/13/2022 17:44:21 - INFO - __main__ - ########## test_fr_acc 0.7732534930139721 ########## 04/13/2022 17:44:37 - INFO - __main__ - ########## test_hi_acc 0.6520958083832336 ########## 04/13/2022 17:44:52 - INFO - __main__ - ########## test_ru_acc 0.729940119760479 ########## 04/13/2022 17:45:06 - INFO - __main__ - ########## test_sw_acc 0.653692614770459 ########## 04/13/2022 17:45:20 - INFO - __main__ - ########## test_th_acc 0.6894211576846307 ########## 04/13/2022 17:45:34 - INFO - __main__ - ########## test_tr_acc 0.6894211576846307 ########## 04/13/2022 17:45:50 - INFO - __main__ - ########## test_ur_acc 0.6213572854291417 ########## 04/13/2022 17:46:04 - INFO - __main__ - ########## test_vi_acc 0.713373253493014 ########## 04/13/2022 17:46:19 - INFO - __main__ - ########## test_zh_acc 0.713373253493014 ########## 04/13/2022 17:46:19 - INFO - __main__ - val_ar_acc = 0.6951807228915663 04/13/2022 17:46:19 - INFO - __main__ - val_bg_acc = 0.7257028112449799 04/13/2022 17:46:19 - INFO - __main__ - val_de_acc = 0.7518072289156627 04/13/2022 17:46:19 - INFO - __main__ - val_el_acc = 0.7337349397590361 04/13/2022 17:46:19 - INFO - __main__ - val_en_acc = 0.8481927710843373 04/13/2022 17:46:19 - INFO - __main__ - val_es_acc = 0.7803212851405622 04/13/2022 17:46:19 - INFO - __main__ - val_fr_acc = 0.7694779116465863 04/13/2022 17:46:19 - INFO - __main__ - val_hi_acc = 0.6598393574297189 04/13/2022 17:46:19 - INFO - __main__ - val_ru_acc = 0.7112449799196787 04/13/2022 17:46:19 - INFO - __main__ - val_sw_acc = 0.6510040160642571 04/13/2022 17:46:19 - INFO - __main__ - val_th_acc = 0.6863453815261045 04/13/2022 17:46:19 - INFO - __main__ - val_tr_acc = 0.6927710843373494 04/13/2022 17:46:19 - INFO - __main__ - val_ur_acc = 0.6196787148594377 04/13/2022 17:46:19 - INFO - __main__ - val_vi_acc = 0.714859437751004 04/13/2022 17:46:19 - INFO - __main__ - val_zh_acc = 0.7305220883534137 04/13/2022 17:46:19 - INFO - __main__ - val_avg_acc = 0.718045515394913 04/13/2022 17:46:19 - INFO - __main__ - test_ar_acc = 0.7003992015968064 04/13/2022 17:46:19 - INFO - __main__ - test_bg_acc = 0.743313373253493 04/13/2022 17:46:19 - INFO - __main__ - test_de_acc = 0.7520958083832335 04/13/2022 17:46:19 - INFO - __main__ - test_el_acc = 0.7233532934131737 04/13/2022 17:46:19 - INFO - __main__ - test_en_acc = 0.8379241516966068 04/13/2022 17:46:19 - INFO - __main__ - test_es_acc = 0.7754491017964071 04/13/2022 17:46:19 - INFO - __main__ - test_fr_acc = 0.7732534930139721 04/13/2022 17:46:19 - INFO - __main__ - test_hi_acc = 0.6520958083832336 04/13/2022 17:46:19 - INFO - __main__ - test_ru_acc = 0.729940119760479 04/13/2022 17:46:19 - INFO - __main__ - test_sw_acc = 0.653692614770459 04/13/2022 17:46:19 - INFO - __main__ - test_th_acc = 0.6894211576846307 04/13/2022 17:46:19 - INFO - __main__ - test_tr_acc = 0.6894211576846307 04/13/2022 17:46:19 - INFO - __main__ - test_ur_acc = 0.6213572854291417 04/13/2022 17:46:19 - INFO - __main__ - test_vi_acc = 0.713373253493014 04/13/2022 17:46:19 - INFO - __main__ - test_zh_acc = 0.713373253493014 04/13/2022 17:46:19 - INFO - __main__ - test_avg_acc = 0.7178975382568197 04/13/2022 17:46:20 - INFO - utils - remove old ckpt: xnli_right_avg_new/ckpt/step-535000-test_avg_acc-0.7178975382568197-val_avg_acc-0.718045515394913 04/13/2022 17:46:20 - INFO - __main__ - ********** Evaluating Done ********** 04/13/2022 17:46:27 - INFO - __main__ - global_steps 535050 loss: 0.05693020 04/13/2022 17:46:34 - INFO - __main__ - global_steps 535100 loss: 0.06861286 04/13/2022 17:46:41 - INFO - __main__ - global_steps 535150 loss: 0.05864140 04/13/2022 17:46:47 - INFO - __main__ - global_steps 535200 loss: 0.06739252 04/13/2022 17:46:54 - INFO - __main__ - global_steps 535250 loss: 0.02357118 04/13/2022 17:47:01 - INFO - __main__ - global_steps 535300 loss: 0.05830349 04/13/2022 17:47:08 - INFO - __main__ - global_steps 535350 loss: 0.07150215 04/13/2022 17:47:15 - INFO - __main__ - global_steps 535400 loss: 0.08490325 04/13/2022 17:47:22 - INFO - __main__ - global_steps 535450 loss: 0.05390043 04/13/2022 17:47:28 - INFO - __main__ - global_steps 535500 loss: 0.05694271 04/13/2022 17:47:35 - INFO - __main__ - global_steps 535550 loss: 0.07030809 04/13/2022 17:47:42 - INFO - __main__ - global_steps 535600 loss: 0.04929717 04/13/2022 17:47:49 - INFO - __main__ - global_steps 535650 loss: 0.10088197 04/13/2022 17:47:56 - INFO - __main__ - global_steps 535700 loss: 0.09322226 04/13/2022 17:48:02 - INFO - __main__ - global_steps 535750 loss: 0.06219776 04/13/2022 17:48:09 - INFO - __main__ - global_steps 535800 loss: 0.07194282 04/13/2022 17:48:16 - INFO - __main__ - global_steps 535850 loss: 0.04703401 04/13/2022 17:48:23 - INFO - __main__ - global_steps 535900 loss: 0.06504254 04/13/2022 17:48:29 - INFO - __main__ - global_steps 535950 loss: 0.11147683 04/13/2022 17:48:36 - INFO - __main__ - global_steps 536000 loss: 0.07560550 04/13/2022 17:48:43 - INFO - __main__ - global_steps 536050 loss: 0.07444438 04/13/2022 17:48:50 - INFO - __main__ - global_steps 536100 loss: 0.09092765 04/13/2022 17:48:57 - INFO - __main__ - global_steps 536150 loss: 0.06022956 04/13/2022 17:49:03 - INFO - __main__ - global_steps 536200 loss: 0.06562334 04/13/2022 17:49:10 - INFO - __main__ - global_steps 536250 loss: 0.10409616 04/13/2022 17:49:17 - INFO - __main__ - global_steps 536300 loss: 0.07387111 04/13/2022 17:49:24 - INFO - __main__ - global_steps 536350 loss: 0.11196793 04/13/2022 17:49:30 - INFO - __main__ - global_steps 536400 loss: 0.10088538 04/13/2022 17:49:37 - INFO - __main__ - global_steps 536450 loss: 0.10683390 04/13/2022 17:49:44 - INFO - __main__ - global_steps 536500 loss: 0.06436188 04/13/2022 17:49:51 - INFO - __main__ - global_steps 536550 loss: 0.09687707 04/13/2022 17:49:58 - INFO - __main__ - global_steps 536600 loss: 0.07489209 04/13/2022 17:50:02 - INFO - __main__ - global_steps 536650 loss: 0.09221619 04/13/2022 17:50:07 - INFO - __main__ - global_steps 536700 loss: 0.06582925 04/13/2022 17:50:12 - INFO - __main__ - global_steps 536750 loss: 0.06969394 04/13/2022 17:50:17 - INFO - __main__ - global_steps 536800 loss: 0.04967029 04/13/2022 17:50:21 - INFO - __main__ - global_steps 536850 loss: 0.06034113 04/13/2022 17:50:26 - INFO - __main__ - global_steps 536900 loss: 0.09674251 04/13/2022 17:50:31 - INFO - __main__ - global_steps 536950 loss: 0.04187532 04/13/2022 17:50:36 - INFO - __main__ - global_steps 537000 loss: 0.09303527 04/13/2022 17:50:40 - INFO - __main__ - global_steps 537050 loss: 0.05663253 04/13/2022 17:50:45 - INFO - __main__ - global_steps 537100 loss: 0.09196432 04/13/2022 17:50:50 - INFO - __main__ - global_steps 537150 loss: 0.08532665 04/13/2022 17:50:54 - INFO - __main__ - global_steps 537200 loss: 0.07553965 04/13/2022 17:50:59 - INFO - __main__ - global_steps 537250 loss: 0.06165389 04/13/2022 17:51:04 - INFO - __main__ - global_steps 537300 loss: 0.04493552 04/13/2022 17:51:08 - INFO - __main__ - global_steps 537350 loss: 0.06345160 04/13/2022 17:51:13 - INFO - __main__ - global_steps 537400 loss: 0.10736195 04/13/2022 17:51:18 - INFO - __main__ - global_steps 537450 loss: 0.06076842 04/13/2022 17:51:23 - INFO - __main__ - global_steps 537500 loss: 0.05411458 04/13/2022 17:51:23 - INFO - __main__ - ********** Running evaluating ********** 04/13/2022 17:51:27 - INFO - __main__ - ########## val_ar_acc 0.6907630522088354 ########## 04/13/2022 17:51:31 - INFO - __main__ - ########## val_bg_acc 0.7337349397590361 ########## 04/13/2022 17:51:35 - INFO - __main__ - ########## val_de_acc 0.7502008032128514 ########## 04/13/2022 17:51:40 - INFO - __main__ - ########## val_el_acc 0.734136546184739 ########## 04/13/2022 17:51:44 - INFO - __main__ - ########## val_en_acc 0.8485943775100402 ########## 04/13/2022 17:51:48 - INFO - __main__ - ########## val_es_acc 0.7775100401606426 ########## 04/13/2022 17:51:53 - INFO - __main__ - ########## val_fr_acc 0.7734939759036145 ########## 04/13/2022 17:51:58 - INFO - __main__ - ########## val_hi_acc 0.6606425702811245 ########## 04/13/2022 17:52:02 - INFO - __main__ - ########## val_ru_acc 0.7080321285140563 ########## 04/13/2022 17:52:06 - INFO - __main__ - ########## val_sw_acc 0.6477911646586345 ########## 04/13/2022 17:52:11 - INFO - __main__ - ########## val_th_acc 0.6843373493975904 ########## 04/13/2022 17:52:15 - INFO - __main__ - ########## val_tr_acc 0.6991967871485943 ########## 04/13/2022 17:52:20 - INFO - __main__ - ########## val_ur_acc 0.6228915662650603 ########## 04/13/2022 17:52:24 - INFO - __main__ - ########## val_vi_acc 0.7120481927710843 ########## 04/13/2022 17:52:29 - INFO - __main__ - ########## val_zh_acc 0.7257028112449799 ########## 04/13/2022 17:52:38 - INFO - __main__ - ########## test_ar_acc 0.7037924151696606 ########## 04/13/2022 17:52:48 - INFO - __main__ - ########## test_bg_acc 0.7459081836327345 ########## 04/13/2022 17:52:57 - INFO - __main__ - ########## test_de_acc 0.7534930139720559 ########## 04/13/2022 17:53:07 - INFO - __main__ - ########## test_el_acc 0.7345309381237525 ########## 04/13/2022 17:53:15 - INFO - __main__ - ########## test_en_acc 0.8391217564870259 ########## 04/13/2022 17:53:25 - INFO - __main__ - ########## test_es_acc 0.7740518962075849 ########## 04/13/2022 17:53:34 - INFO - __main__ - ########## test_fr_acc 0.7784431137724551 ########## 04/13/2022 17:53:44 - INFO - __main__ - ########## test_hi_acc 0.653692614770459 ########## 04/13/2022 17:53:54 - INFO - __main__ - ########## test_ru_acc 0.7345309381237525 ########## 04/13/2022 17:54:03 - INFO - __main__ - ########## test_sw_acc 0.65249500998004 ########## 04/13/2022 17:54:12 - INFO - __main__ - ########## test_th_acc 0.6842315369261477 ########## 04/13/2022 17:54:21 - INFO - __main__ - ########## test_tr_acc 0.6976047904191617 ########## 04/13/2022 17:54:30 - INFO - __main__ - ########## test_ur_acc 0.6243512974051896 ########## 04/13/2022 17:54:40 - INFO - __main__ - ########## test_vi_acc 0.7161676646706587 ########## 04/13/2022 17:54:49 - INFO - __main__ - ########## test_zh_acc 0.7143712574850299 ########## 04/13/2022 17:54:49 - INFO - __main__ - val_ar_acc = 0.6907630522088354 04/13/2022 17:54:49 - INFO - __main__ - val_bg_acc = 0.7337349397590361 04/13/2022 17:54:49 - INFO - __main__ - val_de_acc = 0.7502008032128514 04/13/2022 17:54:49 - INFO - __main__ - val_el_acc = 0.734136546184739 04/13/2022 17:54:49 - INFO - __main__ - val_en_acc = 0.8485943775100402 04/13/2022 17:54:49 - INFO - __main__ - val_es_acc = 0.7775100401606426 04/13/2022 17:54:49 - INFO - __main__ - val_fr_acc = 0.7734939759036145 04/13/2022 17:54:49 - INFO - __main__ - val_hi_acc = 0.6606425702811245 04/13/2022 17:54:49 - INFO - __main__ - val_ru_acc = 0.7080321285140563 04/13/2022 17:54:49 - INFO - __main__ - val_sw_acc = 0.6477911646586345 04/13/2022 17:54:49 - INFO - __main__ - val_th_acc = 0.6843373493975904 04/13/2022 17:54:49 - INFO - __main__ - val_tr_acc = 0.6991967871485943 04/13/2022 17:54:49 - INFO - __main__ - val_ur_acc = 0.6228915662650603 04/13/2022 17:54:49 - INFO - __main__ - val_vi_acc = 0.7120481927710843 04/13/2022 17:54:49 - INFO - __main__ - val_zh_acc = 0.7257028112449799 04/13/2022 17:54:49 - INFO - __main__ - val_avg_acc = 0.717938420348059 04/13/2022 17:54:49 - INFO - __main__ - test_ar_acc = 0.7037924151696606 04/13/2022 17:54:49 - INFO - __main__ - test_bg_acc = 0.7459081836327345 04/13/2022 17:54:49 - INFO - __main__ - test_de_acc = 0.7534930139720559 04/13/2022 17:54:49 - INFO - __main__ - test_el_acc = 0.7345309381237525 04/13/2022 17:54:49 - INFO - __main__ - test_en_acc = 0.8391217564870259 04/13/2022 17:54:49 - INFO - __main__ - test_es_acc = 0.7740518962075849 04/13/2022 17:54:49 - INFO - __main__ - test_fr_acc = 0.7784431137724551 04/13/2022 17:54:49 - INFO - __main__ - test_hi_acc = 0.653692614770459 04/13/2022 17:54:49 - INFO - __main__ - test_ru_acc = 0.7345309381237525 04/13/2022 17:54:49 - INFO - __main__ - test_sw_acc = 0.65249500998004 04/13/2022 17:54:49 - INFO - __main__ - test_th_acc = 0.6842315369261477 04/13/2022 17:54:49 - INFO - __main__ - test_tr_acc = 0.6976047904191617 04/13/2022 17:54:49 - INFO - __main__ - test_ur_acc = 0.6243512974051896 04/13/2022 17:54:49 - INFO - __main__ - test_vi_acc = 0.7161676646706587 04/13/2022 17:54:49 - INFO - __main__ - test_zh_acc = 0.7143712574850299 04/13/2022 17:54:49 - INFO - __main__ - test_avg_acc = 0.7204524284763806 04/13/2022 17:54:50 - INFO - utils - remove old ckpt: xnli_right_avg_new/ckpt/step-537500-test_avg_acc-0.7204524284763806-val_avg_acc-0.717938420348059 04/13/2022 17:54:50 - INFO - __main__ - ********** Evaluating Done ********** 04/13/2022 17:54:55 - INFO - __main__ - global_steps 537550 loss: 0.06311379 04/13/2022 17:55:00 - INFO - __main__ - global_steps 537600 loss: 0.06645075 04/13/2022 17:55:04 - INFO - __main__ - global_steps 537650 loss: 0.05164408 04/13/2022 17:55:09 - INFO - __main__ - global_steps 537700 loss: 0.07719983 04/13/2022 17:55:14 - INFO - __main__ - global_steps 537750 loss: 0.04739478 04/13/2022 17:55:18 - INFO - __main__ - global_steps 537800 loss: 0.07697182 04/13/2022 17:55:23 - INFO - __main__ - global_steps 537850 loss: 0.05975393 04/13/2022 17:55:28 - INFO - __main__ - global_steps 537900 loss: 0.07623551 04/13/2022 17:55:33 - INFO - __main__ - global_steps 537950 loss: 0.08924699 04/13/2022 17:55:37 - INFO - __main__ - global_steps 538000 loss: 0.10411211 04/13/2022 17:55:42 - INFO - __main__ - global_steps 538050 loss: 0.08058535 04/13/2022 17:55:47 - INFO - __main__ - global_steps 538100 loss: 0.05055363 04/13/2022 17:55:52 - INFO - __main__ - global_steps 538150 loss: 0.07318248 04/13/2022 17:55:56 - INFO - __main__ - global_steps 538200 loss: 0.06182786 04/13/2022 17:56:01 - INFO - __main__ - global_steps 538250 loss: 0.07980879 04/13/2022 17:56:06 - INFO - __main__ - global_steps 538300 loss: 0.07476413 04/13/2022 17:56:11 - INFO - __main__ - global_steps 538350 loss: 0.06102637 04/13/2022 17:56:15 - INFO - __main__ - global_steps 538400 loss: 0.06337481 04/13/2022 17:56:20 - INFO - __main__ - global_steps 538450 loss: 0.08225471 04/13/2022 17:56:25 - INFO - __main__ - global_steps 538500 loss: 0.06863859 04/13/2022 17:56:30 - INFO - __main__ - global_steps 538550 loss: 0.06833457 04/13/2022 17:56:34 - INFO - __main__ - global_steps 538600 loss: 0.04296215 04/13/2022 17:56:39 - INFO - __main__ - global_steps 538650 loss: 0.06284293 04/13/2022 17:56:44 - INFO - __main__ - global_steps 538700 loss: 0.03707610 04/13/2022 17:56:49 - INFO - __main__ - global_steps 538750 loss: 0.03720825 04/13/2022 17:56:53 - INFO - __main__ - global_steps 538800 loss: 0.08299173 04/13/2022 17:56:58 - INFO - __main__ - global_steps 538850 loss: 0.06948207 04/13/2022 17:57:03 - INFO - __main__ - global_steps 538900 loss: 0.08012974 04/13/2022 17:57:07 - INFO - __main__ - global_steps 538950 loss: 0.07051385 04/13/2022 17:57:12 - INFO - __main__ - global_steps 539000 loss: 0.06617543 04/13/2022 17:57:17 - INFO - __main__ - global_steps 539050 loss: 0.07567922 04/13/2022 17:57:22 - INFO - __main__ - global_steps 539100 loss: 0.04837132 04/13/2022 17:57:26 - INFO - __main__ - global_steps 539150 loss: 0.09323330 04/13/2022 17:57:31 - INFO - __main__ - global_steps 539200 loss: 0.07710231 04/13/2022 17:57:36 - INFO - __main__ - global_steps 539250 loss: 0.07302967 04/13/2022 17:57:41 - INFO - __main__ - global_steps 539300 loss: 0.08855972 04/13/2022 17:57:45 - INFO - __main__ - global_steps 539350 loss: 0.10698109 04/13/2022 17:57:50 - INFO - __main__ - global_steps 539400 loss: 0.04353726 04/13/2022 17:57:55 - INFO - __main__ - global_steps 539450 loss: 0.08311209 04/13/2022 17:58:00 - INFO - __main__ - global_steps 539500 loss: 0.10256355 04/13/2022 17:58:04 - INFO - __main__ - global_steps 539550 loss: 0.12042837 04/13/2022 17:58:09 - INFO - __main__ - global_steps 539600 loss: 0.06410177 04/13/2022 17:58:14 - INFO - __main__ - global_steps 539650 loss: 0.07876701 04/13/2022 17:58:19 - INFO - __main__ - global_steps 539700 loss: 0.07404310 04/13/2022 17:58:23 - INFO - __main__ - global_steps 539750 loss: 0.05706680 04/13/2022 17:58:28 - INFO - __main__ - global_steps 539800 loss: 0.06590211 04/13/2022 17:58:33 - INFO - __main__ - global_steps 539850 loss: 0.05767733 04/13/2022 17:58:38 - INFO - __main__ - global_steps 539900 loss: 0.03917546 04/13/2022 17:58:42 - INFO - __main__ - global_steps 539950 loss: 0.05096661 04/13/2022 17:58:47 - INFO - __main__ - global_steps 540000 loss: 0.08750249 04/13/2022 17:58:47 - INFO - __main__ - ********** Running evaluating ********** 04/13/2022 17:58:51 - INFO - __main__ - ########## val_ar_acc 0.6859437751004016 ########## 04/13/2022 17:58:56 - INFO - __main__ - ########## val_bg_acc 0.7253012048192771 ########## 04/13/2022 17:59:01 - INFO - __main__ - ########## val_de_acc 0.7353413654618474 ########## 04/13/2022 17:59:05 - INFO - __main__ - ########## val_el_acc 0.7184738955823293 ########## 04/13/2022 17:59:10 - INFO - __main__ - ########## val_en_acc 0.8393574297188755 ########## 04/13/2022 17:59:14 - INFO - __main__ - ########## val_es_acc 0.7630522088353414 ########## 04/13/2022 17:59:19 - INFO - __main__ - ########## val_fr_acc 0.7598393574297189 ########## 04/13/2022 17:59:24 - INFO - __main__ - ########## val_hi_acc 0.6401606425702812 ########## 04/13/2022 17:59:29 - INFO - __main__ - ########## val_ru_acc 0.6987951807228916 ########## 04/13/2022 17:59:33 - INFO - __main__ - ########## val_sw_acc 0.6409638554216868 ########## 04/13/2022 17:59:37 - INFO - __main__ - ########## val_th_acc 0.6626506024096386 ########## 04/13/2022 17:59:42 - INFO - __main__ - ########## val_tr_acc 0.6875502008032128 ########## 04/13/2022 17:59:47 - INFO - __main__ - ########## val_ur_acc 0.6072289156626506 ########## 04/13/2022 17:59:51 - INFO - __main__ - ########## val_vi_acc 0.7012048192771084 ########## 04/13/2022 17:59:55 - INFO - __main__ - ########## val_zh_acc 0.7132530120481928 ########## 04/13/2022 18:00:04 - INFO - __main__ - ########## test_ar_acc 0.6944111776447106 ########## 04/13/2022 18:00:13 - INFO - __main__ - ########## test_bg_acc 0.7321357285429142 ########## 04/13/2022 18:00:23 - INFO - __main__ - ########## test_de_acc 0.7363273453093813 ########## 04/13/2022 18:00:32 - INFO - __main__ - ########## test_el_acc 0.716566866267465 ########## 04/13/2022 18:00:41 - INFO - __main__ - ########## test_en_acc 0.832934131736527 ########## 04/13/2022 18:00:50 - INFO - __main__ - ########## test_es_acc 0.7612774451097805 ########## 04/13/2022 18:00:59 - INFO - __main__ - ########## test_fr_acc 0.7686626746506986 ########## 04/13/2022 18:01:09 - INFO - __main__ - ########## test_hi_acc 0.6389221556886228 ########## 04/13/2022 18:01:18 - INFO - __main__ - ########## test_ru_acc 0.7139720558882235 ########## 04/13/2022 18:01:27 - INFO - __main__ - ########## test_sw_acc 0.6383233532934132 ########## 04/13/2022 18:01:36 - INFO - __main__ - ########## test_th_acc 0.6644710578842316 ########## 04/13/2022 18:01:45 - INFO - __main__ - ########## test_tr_acc 0.6868263473053893 ########## 04/13/2022 18:01:55 - INFO - __main__ - ########## test_ur_acc 0.6109780439121757 ########## 04/13/2022 18:02:04 - INFO - __main__ - ########## test_vi_acc 0.7013972055888223 ########## 04/13/2022 18:02:13 - INFO - __main__ - ########## test_zh_acc 0.7021956087824351 ########## 04/13/2022 18:02:13 - INFO - __main__ - val_ar_acc = 0.6859437751004016 04/13/2022 18:02:13 - INFO - __main__ - val_bg_acc = 0.7253012048192771 04/13/2022 18:02:13 - INFO - __main__ - val_de_acc = 0.7353413654618474 04/13/2022 18:02:13 - INFO - __main__ - val_el_acc = 0.7184738955823293 04/13/2022 18:02:13 - INFO - __main__ - val_en_acc = 0.8393574297188755 04/13/2022 18:02:13 - INFO - __main__ - val_es_acc = 0.7630522088353414 04/13/2022 18:02:13 - INFO - __main__ - val_fr_acc = 0.7598393574297189 04/13/2022 18:02:13 - INFO - __main__ - val_hi_acc = 0.6401606425702812 04/13/2022 18:02:13 - INFO - __main__ - val_ru_acc = 0.6987951807228916 04/13/2022 18:02:13 - INFO - __main__ - val_sw_acc = 0.6409638554216868 04/13/2022 18:02:13 - INFO - __main__ - val_th_acc = 0.6626506024096386 04/13/2022 18:02:13 - INFO - __main__ - val_tr_acc = 0.6875502008032128 04/13/2022 18:02:13 - INFO - __main__ - val_ur_acc = 0.6072289156626506 04/13/2022 18:02:13 - INFO - __main__ - val_vi_acc = 0.7012048192771084 04/13/2022 18:02:13 - INFO - __main__ - val_zh_acc = 0.7132530120481928 04/13/2022 18:02:13 - INFO - __main__ - val_avg_acc = 0.7052744310575637 04/13/2022 18:02:13 - INFO - __main__ - test_ar_acc = 0.6944111776447106 04/13/2022 18:02:13 - INFO - __main__ - test_bg_acc = 0.7321357285429142 04/13/2022 18:02:13 - INFO - __main__ - test_de_acc = 0.7363273453093813 04/13/2022 18:02:13 - INFO - __main__ - test_el_acc = 0.716566866267465 04/13/2022 18:02:13 - INFO - __main__ - test_en_acc = 0.832934131736527 04/13/2022 18:02:13 - INFO - __main__ - test_es_acc = 0.7612774451097805 04/13/2022 18:02:13 - INFO - __main__ - test_fr_acc = 0.7686626746506986 04/13/2022 18:02:13 - INFO - __main__ - test_hi_acc = 0.6389221556886228 04/13/2022 18:02:13 - INFO - __main__ - test_ru_acc = 0.7139720558882235 04/13/2022 18:02:13 - INFO - __main__ - test_sw_acc = 0.6383233532934132 04/13/2022 18:02:13 - INFO - __main__ - test_th_acc = 0.6644710578842316 04/13/2022 18:02:13 - INFO - __main__ - test_tr_acc = 0.6868263473053893 04/13/2022 18:02:13 - INFO - __main__ - test_ur_acc = 0.6109780439121757 04/13/2022 18:02:13 - INFO - __main__ - test_vi_acc = 0.7013972055888223 04/13/2022 18:02:13 - INFO - __main__ - test_zh_acc = 0.7021956087824351 04/13/2022 18:02:13 - INFO - __main__ - test_avg_acc = 0.7066267465069861 04/13/2022 18:02:14 - INFO - utils - remove old ckpt: xnli_right_avg_new/ckpt/step-540000-test_avg_acc-0.7066267465069861-val_avg_acc-0.7052744310575637 04/13/2022 18:02:14 - INFO - __main__ - ********** Evaluating Done ********** 04/13/2022 18:02:19 - INFO - __main__ - global_steps 540050 loss: 0.08834749 04/13/2022 18:02:24 - INFO - __main__ - global_steps 540100 loss: 0.07432840 04/13/2022 18:02:28 - INFO - __main__ - global_steps 540150 loss: 0.06904475 04/13/2022 18:02:33 - INFO - __main__ - global_steps 540200 loss: 0.09188292 04/13/2022 18:02:38 - INFO - __main__ - global_steps 540250 loss: 0.08821739 04/13/2022 18:02:42 - INFO - __main__ - global_steps 540300 loss: 0.09704034 04/13/2022 18:02:47 - INFO - __main__ - global_steps 540350 loss: 0.04182794 04/13/2022 18:02:52 - INFO - __main__ - global_steps 540400 loss: 0.03255914 04/13/2022 18:02:56 - INFO - __main__ - global_steps 540450 loss: 0.06605763 04/13/2022 18:03:01 - INFO - __main__ - global_steps 540500 loss: 0.04195069 04/13/2022 18:03:06 - INFO - __main__ - global_steps 540550 loss: 0.09705945 04/13/2022 18:03:10 - INFO - __main__ - global_steps 540600 loss: 0.06800602 04/13/2022 18:03:15 - INFO - __main__ - global_steps 540650 loss: 0.06471451 04/13/2022 18:03:20 - INFO - __main__ - global_steps 540700 loss: 0.06514041 04/13/2022 18:03:25 - INFO - __main__ - global_steps 540750 loss: 0.06255420 04/13/2022 18:03:29 - INFO - __main__ - global_steps 540800 loss: 0.07879019 04/13/2022 18:03:34 - INFO - __main__ - global_steps 540850 loss: 0.03845357 04/13/2022 18:03:39 - INFO - __main__ - global_steps 540900 loss: 0.09062245 04/13/2022 18:03:43 - INFO - __main__ - global_steps 540950 loss: 0.04961777 04/13/2022 18:03:48 - INFO - __main__ - global_steps 541000 loss: 0.03403441 04/13/2022 18:03:53 - INFO - __main__ - global_steps 541050 loss: 0.07025649 04/13/2022 18:03:57 - INFO - __main__ - global_steps 541100 loss: 0.04872224 04/13/2022 18:04:02 - INFO - __main__ - global_steps 541150 loss: 0.12028238 04/13/2022 18:04:07 - INFO - __main__ - global_steps 541200 loss: 0.07312729 04/13/2022 18:04:11 - INFO - __main__ - global_steps 541250 loss: 0.04235746 04/13/2022 18:04:16 - INFO - __main__ - global_steps 541300 loss: 0.07516159 04/13/2022 18:04:21 - INFO - __main__ - global_steps 541350 loss: 0.08731387 04/13/2022 18:04:25 - INFO - __main__ - global_steps 541400 loss: 0.07868027 04/13/2022 18:04:30 - INFO - __main__ - global_steps 541450 loss: 0.03807212 04/13/2022 18:04:35 - INFO - __main__ - global_steps 541500 loss: 0.07735780 04/13/2022 18:04:40 - INFO - __main__ - global_steps 541550 loss: 0.09356248 04/13/2022 18:04:44 - INFO - __main__ - global_steps 541600 loss: 0.08158774 04/13/2022 18:04:49 - INFO - __main__ - global_steps 541650 loss: 0.04929951 04/13/2022 18:04:54 - INFO - __main__ - global_steps 541700 loss: 0.03419730 04/13/2022 18:04:58 - INFO - __main__ - global_steps 541750 loss: 0.06903471 04/13/2022 18:05:03 - INFO - __main__ - global_steps 541800 loss: 0.05632186 04/13/2022 18:05:08 - INFO - __main__ - global_steps 541850 loss: 0.06985849 04/13/2022 18:05:12 - INFO - __main__ - global_steps 541900 loss: 0.10723398 04/13/2022 18:05:17 - INFO - __main__ - global_steps 541950 loss: 0.03841056 04/13/2022 18:05:22 - INFO - __main__ - global_steps 542000 loss: 0.08724138 04/13/2022 18:05:27 - INFO - __main__ - global_steps 542050 loss: 0.07501029 04/13/2022 18:05:31 - INFO - __main__ - global_steps 542100 loss: 0.04286293 04/13/2022 18:05:36 - INFO - __main__ - global_steps 542150 loss: 0.08817374 04/13/2022 18:05:41 - INFO - __main__ - global_steps 542200 loss: 0.06373770 04/13/2022 18:05:45 - INFO - __main__ - global_steps 542250 loss: 0.06162839 04/13/2022 18:05:50 - INFO - __main__ - global_steps 542300 loss: 0.03292003 04/13/2022 18:05:55 - INFO - __main__ - global_steps 542350 loss: 0.06803106 04/13/2022 18:05:59 - INFO - __main__ - global_steps 542400 loss: 0.07192005 04/13/2022 18:06:04 - INFO - __main__ - global_steps 542450 loss: 0.08202243 04/13/2022 18:06:09 - INFO - __main__ - global_steps 542500 loss: 0.04499638 04/13/2022 18:06:09 - INFO - __main__ - ********** Running evaluating ********** 04/13/2022 18:06:13 - INFO - __main__ - ########## val_ar_acc 0.6991967871485943 ########## 04/13/2022 18:06:18 - INFO - __main__ - ########## val_bg_acc 0.7373493975903614 ########## 04/13/2022 18:06:22 - INFO - __main__ - ########## val_de_acc 0.7485943775100402 ########## 04/13/2022 18:06:27 - INFO - __main__ - ########## val_el_acc 0.7377510040160643 ########## 04/13/2022 18:06:31 - INFO - __main__ - ########## val_en_acc 0.838152610441767 ########## 04/13/2022 18:06:36 - INFO - __main__ - ########## val_es_acc 0.7714859437751004 ########## 04/13/2022 18:06:40 - INFO - __main__ - ########## val_fr_acc 0.763855421686747 ########## 04/13/2022 18:06:45 - INFO - __main__ - ########## val_hi_acc 0.6574297188755021 ########## 04/13/2022 18:06:50 - INFO - __main__ - ########## val_ru_acc 0.7248995983935743 ########## 04/13/2022 18:06:54 - INFO - __main__ - ########## val_sw_acc 0.642570281124498 ########## 04/13/2022 18:06:59 - INFO - __main__ - ########## val_th_acc 0.6871485943775101 ########## 04/13/2022 18:07:03 - INFO - __main__ - ########## val_tr_acc 0.7012048192771084 ########## 04/13/2022 18:07:08 - INFO - __main__ - ########## val_ur_acc 0.6132530120481928 ########## 04/13/2022 18:07:12 - INFO - __main__ - ########## val_vi_acc 0.7080321285140563 ########## 04/13/2022 18:07:17 - INFO - __main__ - ########## val_zh_acc 0.7232931726907631 ########## 04/13/2022 18:07:26 - INFO - __main__ - ########## test_ar_acc 0.6992015968063873 ########## 04/13/2022 18:07:35 - INFO - __main__ - ########## test_bg_acc 0.7461077844311377 ########## 04/13/2022 18:07:44 - INFO - __main__ - ########## test_de_acc 0.7510978043912175 ########## 04/13/2022 18:07:54 - INFO - __main__ - ########## test_el_acc 0.7311377245508982 ########## 04/13/2022 18:08:03 - INFO - __main__ - ########## test_en_acc 0.8379241516966068 ########## 04/13/2022 18:08:12 - INFO - __main__ - ########## test_es_acc 0.7726546906187625 ########## 04/13/2022 18:08:21 - INFO - __main__ - ########## test_fr_acc 0.7730538922155689 ########## 04/13/2022 18:08:31 - INFO - __main__ - ########## test_hi_acc 0.653692614770459 ########## 04/13/2022 18:08:41 - INFO - __main__ - ########## test_ru_acc 0.7305389221556886 ########## 04/13/2022 18:08:50 - INFO - __main__ - ########## test_sw_acc 0.6483033932135729 ########## 04/13/2022 18:08:59 - INFO - __main__ - ########## test_th_acc 0.6846307385229541 ########## 04/13/2022 18:09:08 - INFO - __main__ - ########## test_tr_acc 0.6978043912175649 ########## 04/13/2022 18:09:17 - INFO - __main__ - ########## test_ur_acc 0.6219560878243513 ########## 04/13/2022 18:09:26 - INFO - __main__ - ########## test_vi_acc 0.7147704590818363 ########## 04/13/2022 18:09:35 - INFO - __main__ - ########## test_zh_acc 0.7183632734530938 ########## 04/13/2022 18:09:35 - INFO - __main__ - val_ar_acc = 0.6991967871485943 04/13/2022 18:09:35 - INFO - __main__ - val_bg_acc = 0.7373493975903614 04/13/2022 18:09:35 - INFO - __main__ - val_de_acc = 0.7485943775100402 04/13/2022 18:09:35 - INFO - __main__ - val_el_acc = 0.7377510040160643 04/13/2022 18:09:35 - INFO - __main__ - val_en_acc = 0.838152610441767 04/13/2022 18:09:35 - INFO - __main__ - val_es_acc = 0.7714859437751004 04/13/2022 18:09:35 - INFO - __main__ - val_fr_acc = 0.763855421686747 04/13/2022 18:09:35 - INFO - __main__ - val_hi_acc = 0.6574297188755021 04/13/2022 18:09:35 - INFO - __main__ - val_ru_acc = 0.7248995983935743 04/13/2022 18:09:35 - INFO - __main__ - val_sw_acc = 0.642570281124498 04/13/2022 18:09:35 - INFO - __main__ - val_th_acc = 0.6871485943775101 04/13/2022 18:09:35 - INFO - __main__ - val_tr_acc = 0.7012048192771084 04/13/2022 18:09:35 - INFO - __main__ - val_ur_acc = 0.6132530120481928 04/13/2022 18:09:35 - INFO - __main__ - val_vi_acc = 0.7080321285140563 04/13/2022 18:09:35 - INFO - __main__ - val_zh_acc = 0.7232931726907631 04/13/2022 18:09:35 - INFO - __main__ - val_avg_acc = 0.7169477911646586 04/13/2022 18:09:35 - INFO - __main__ - test_ar_acc = 0.6992015968063873 04/13/2022 18:09:35 - INFO - __main__ - test_bg_acc = 0.7461077844311377 04/13/2022 18:09:35 - INFO - __main__ - test_de_acc = 0.7510978043912175 04/13/2022 18:09:35 - INFO - __main__ - test_el_acc = 0.7311377245508982 04/13/2022 18:09:35 - INFO - __main__ - test_en_acc = 0.8379241516966068 04/13/2022 18:09:35 - INFO - __main__ - test_es_acc = 0.7726546906187625 04/13/2022 18:09:35 - INFO - __main__ - test_fr_acc = 0.7730538922155689 04/13/2022 18:09:35 - INFO - __main__ - test_hi_acc = 0.653692614770459 04/13/2022 18:09:35 - INFO - __main__ - test_ru_acc = 0.7305389221556886 04/13/2022 18:09:35 - INFO - __main__ - test_sw_acc = 0.6483033932135729 04/13/2022 18:09:35 - INFO - __main__ - test_th_acc = 0.6846307385229541 04/13/2022 18:09:35 - INFO - __main__ - test_tr_acc = 0.6978043912175649 04/13/2022 18:09:35 - INFO - __main__ - test_ur_acc = 0.6219560878243513 04/13/2022 18:09:35 - INFO - __main__ - test_vi_acc = 0.7147704590818363 04/13/2022 18:09:35 - INFO - __main__ - test_zh_acc = 0.7183632734530938 04/13/2022 18:09:35 - INFO - __main__ - test_avg_acc = 0.7187491683300067 04/13/2022 18:09:37 - INFO - utils - remove old ckpt: xnli_right_avg_new/ckpt/step-542500-test_avg_acc-0.7187491683300067-val_avg_acc-0.7169477911646586 04/13/2022 18:09:37 - INFO - __main__ - ********** Evaluating Done ********** 04/13/2022 18:09:41 - INFO - __main__ - global_steps 542550 loss: 0.05491109 04/13/2022 18:09:46 - INFO - __main__ - global_steps 542600 loss: 0.08917284 04/13/2022 18:09:51 - INFO - __main__ - global_steps 542650 loss: 0.09988083 04/13/2022 18:09:56 - INFO - __main__ - global_steps 542700 loss: 0.07127954 04/13/2022 18:10:00 - INFO - __main__ - global_steps 542750 loss: 0.06585735 04/13/2022 18:10:05 - INFO - __main__ - global_steps 542800 loss: 0.08777557 04/13/2022 18:10:10 - INFO - __main__ - global_steps 542850 loss: 0.04835834 04/13/2022 18:10:14 - INFO - __main__ - global_steps 542900 loss: 0.07401730 04/13/2022 18:10:19 - INFO - __main__ - global_steps 542950 loss: 0.07834092 04/13/2022 18:10:24 - INFO - __main__ - global_steps 543000 loss: 0.08359788 04/13/2022 18:10:28 - INFO - __main__ - global_steps 543050 loss: 0.07791352 04/13/2022 18:10:33 - INFO - __main__ - global_steps 543100 loss: 0.08685169 04/13/2022 18:10:38 - INFO - __main__ - global_steps 543150 loss: 0.04962420 04/13/2022 18:10:43 - INFO - __main__ - global_steps 543200 loss: 0.05706582 04/13/2022 18:10:47 - INFO - __main__ - global_steps 543250 loss: 0.09319183 04/13/2022 18:10:52 - INFO - __main__ - global_steps 543300 loss: 0.04275719 04/13/2022 18:10:57 - INFO - __main__ - global_steps 543350 loss: 0.06486551 04/13/2022 18:11:02 - INFO - __main__ - global_steps 543400 loss: 0.09957958 04/13/2022 18:11:06 - INFO - __main__ - global_steps 543450 loss: 0.11897739 04/13/2022 18:11:11 - INFO - __main__ - global_steps 543500 loss: 0.07043585 04/13/2022 18:11:16 - INFO - __main__ - global_steps 543550 loss: 0.07563803 04/13/2022 18:11:20 - INFO - __main__ - global_steps 543600 loss: 0.10556219 04/13/2022 18:11:25 - INFO - __main__ - global_steps 543650 loss: 0.08322276 04/13/2022 18:11:30 - INFO - __main__ - global_steps 543700 loss: 0.10427566 04/13/2022 18:11:34 - INFO - __main__ - global_steps 543750 loss: 0.06769843 04/13/2022 18:11:39 - INFO - __main__ - global_steps 543800 loss: 0.07675021 04/13/2022 18:11:43 - INFO - __main__ - global_steps 543850 loss: 0.04307720 04/13/2022 18:11:48 - INFO - __main__ - global_steps 543900 loss: 0.05487651 04/13/2022 18:11:53 - INFO - __main__ - global_steps 543950 loss: 0.05620581 04/13/2022 18:11:58 - INFO - __main__ - global_steps 544000 loss: 0.04049899 04/13/2022 18:12:02 - INFO - __main__ - global_steps 544050 loss: 0.05316271 04/13/2022 18:12:07 - INFO - __main__ - global_steps 544100 loss: 0.05179321 04/13/2022 18:12:12 - INFO - __main__ - global_steps 544150 loss: 0.11681761 04/13/2022 18:12:16 - INFO - __main__ - global_steps 544200 loss: 0.05708325 04/13/2022 18:12:21 - INFO - __main__ - global_steps 544250 loss: 0.07448481 04/13/2022 18:12:26 - INFO - __main__ - global_steps 544300 loss: 0.09423660 04/13/2022 18:12:31 - INFO - __main__ - global_steps 544350 loss: 0.07774324 04/13/2022 18:12:35 - INFO - __main__ - global_steps 544400 loss: 0.05643745 04/13/2022 18:12:40 - INFO - __main__ - global_steps 544450 loss: 0.04605053 04/13/2022 18:12:45 - INFO - __main__ - global_steps 544500 loss: 0.07290653 04/13/2022 18:12:49 - INFO - __main__ - global_steps 544550 loss: 0.04504178 04/13/2022 18:12:54 - INFO - __main__ - global_steps 544600 loss: 0.06054321 04/13/2022 18:12:59 - INFO - __main__ - global_steps 544650 loss: 0.09443435 04/13/2022 18:13:03 - INFO - __main__ - global_steps 544700 loss: 0.04779556 04/13/2022 18:13:08 - INFO - __main__ - global_steps 544750 loss: 0.06200227 04/13/2022 18:13:13 - INFO - __main__ - global_steps 544800 loss: 0.05421672 04/13/2022 18:13:17 - INFO - __main__ - global_steps 544850 loss: 0.08825258 04/13/2022 18:13:22 - INFO - __main__ - global_steps 544900 loss: 0.06771957 04/13/2022 18:13:27 - INFO - __main__ - global_steps 544950 loss: 0.04174232 04/13/2022 18:13:32 - INFO - __main__ - global_steps 545000 loss: 0.05625481 04/13/2022 18:13:32 - INFO - __main__ - ********** Running evaluating ********** 04/13/2022 18:13:36 - INFO - __main__ - ########## val_ar_acc 0.6907630522088354 ########## 04/13/2022 18:13:41 - INFO - __main__ - ########## val_bg_acc 0.7333333333333333 ########## 04/13/2022 18:13:45 - INFO - __main__ - ########## val_de_acc 0.738152610441767 ########## 04/13/2022 18:13:50 - INFO - __main__ - ########## val_el_acc 0.7373493975903614 ########## 04/13/2022 18:13:54 - INFO - __main__ - ########## val_en_acc 0.8377510040160643 ########## 04/13/2022 18:13:59 - INFO - __main__ - ########## val_es_acc 0.7630522088353414 ########## 04/13/2022 18:14:03 - INFO - __main__ - ########## val_fr_acc 0.7602409638554217 ########## 04/13/2022 18:14:08 - INFO - __main__ - ########## val_hi_acc 0.6558232931726907 ########## 04/13/2022 18:14:13 - INFO - __main__ - ########## val_ru_acc 0.7136546184738956 ########## 04/13/2022 18:14:17 - INFO - __main__ - ########## val_sw_acc 0.6429718875502008 ########## 04/13/2022 18:14:22 - INFO - __main__ - ########## val_th_acc 0.6654618473895583 ########## 04/13/2022 18:14:26 - INFO - __main__ - ########## val_tr_acc 0.6947791164658634 ########## 04/13/2022 18:14:31 - INFO - __main__ - ########## val_ur_acc 0.6204819277108434 ########## 04/13/2022 18:14:35 - INFO - __main__ - ########## val_vi_acc 0.7048192771084337 ########## 04/13/2022 18:14:40 - INFO - __main__ - ########## val_zh_acc 0.7204819277108434 ########## 04/13/2022 18:14:49 - INFO - __main__ - ########## test_ar_acc 0.6990019960079841 ########## 04/13/2022 18:14:58 - INFO - __main__ - ########## test_bg_acc 0.7427145708582834 ########## 04/13/2022 18:15:08 - INFO - __main__ - ########## test_de_acc 0.7429141716566866 ########## 04/13/2022 18:15:17 - INFO - __main__ - ########## test_el_acc 0.7233532934131737 ########## 04/13/2022 18:15:26 - INFO - __main__ - ########## test_en_acc 0.8363273453093812 ########## 04/13/2022 18:15:35 - INFO - __main__ - ########## test_es_acc 0.7746506986027945 ########## 04/13/2022 18:15:45 - INFO - __main__ - ########## test_fr_acc 0.769061876247505 ########## 04/13/2022 18:15:55 - INFO - __main__ - ########## test_hi_acc 0.6530938123752495 ########## 04/13/2022 18:16:04 - INFO - __main__ - ########## test_ru_acc 0.7209580838323353 ########## 04/13/2022 18:16:13 - INFO - __main__ - ########## test_sw_acc 0.6477045908183633 ########## 04/13/2022 18:16:22 - INFO - __main__ - ########## test_th_acc 0.6720558882235529 ########## 04/13/2022 18:16:31 - INFO - __main__ - ########## test_tr_acc 0.6982035928143713 ########## 04/13/2022 18:16:41 - INFO - __main__ - ########## test_ur_acc 0.615568862275449 ########## 04/13/2022 18:16:50 - INFO - __main__ - ########## test_vi_acc 0.7035928143712575 ########## 04/13/2022 18:16:59 - INFO - __main__ - ########## test_zh_acc 0.7163672654690619 ########## 04/13/2022 18:16:59 - INFO - __main__ - val_ar_acc = 0.6907630522088354 04/13/2022 18:16:59 - INFO - __main__ - val_bg_acc = 0.7333333333333333 04/13/2022 18:16:59 - INFO - __main__ - val_de_acc = 0.738152610441767 04/13/2022 18:16:59 - INFO - __main__ - val_el_acc = 0.7373493975903614 04/13/2022 18:16:59 - INFO - __main__ - val_en_acc = 0.8377510040160643 04/13/2022 18:16:59 - INFO - __main__ - val_es_acc = 0.7630522088353414 04/13/2022 18:16:59 - INFO - __main__ - val_fr_acc = 0.7602409638554217 04/13/2022 18:16:59 - INFO - __main__ - val_hi_acc = 0.6558232931726907 04/13/2022 18:16:59 - INFO - __main__ - val_ru_acc = 0.7136546184738956 04/13/2022 18:16:59 - INFO - __main__ - val_sw_acc = 0.6429718875502008 04/13/2022 18:16:59 - INFO - __main__ - val_th_acc = 0.6654618473895583 04/13/2022 18:16:59 - INFO - __main__ - val_tr_acc = 0.6947791164658634 04/13/2022 18:16:59 - INFO - __main__ - val_ur_acc = 0.6204819277108434 04/13/2022 18:16:59 - INFO - __main__ - val_vi_acc = 0.7048192771084337 04/13/2022 18:16:59 - INFO - __main__ - val_zh_acc = 0.7204819277108434 04/13/2022 18:16:59 - INFO - __main__ - val_avg_acc = 0.7119410977242302 04/13/2022 18:16:59 - INFO - __main__ - test_ar_acc = 0.6990019960079841 04/13/2022 18:16:59 - INFO - __main__ - test_bg_acc = 0.7427145708582834 04/13/2022 18:16:59 - INFO - __main__ - test_de_acc = 0.7429141716566866 04/13/2022 18:16:59 - INFO - __main__ - test_el_acc = 0.7233532934131737 04/13/2022 18:16:59 - INFO - __main__ - test_en_acc = 0.8363273453093812 04/13/2022 18:16:59 - INFO - __main__ - test_es_acc = 0.7746506986027945 04/13/2022 18:16:59 - INFO - __main__ - test_fr_acc = 0.769061876247505 04/13/2022 18:16:59 - INFO - __main__ - test_hi_acc = 0.6530938123752495 04/13/2022 18:16:59 - INFO - __main__ - test_ru_acc = 0.7209580838323353 04/13/2022 18:16:59 - INFO - __main__ - test_sw_acc = 0.6477045908183633 04/13/2022 18:16:59 - INFO - __main__ - test_th_acc = 0.6720558882235529 04/13/2022 18:16:59 - INFO - __main__ - test_tr_acc = 0.6982035928143713 04/13/2022 18:16:59 - INFO - __main__ - test_ur_acc = 0.615568862275449 04/13/2022 18:16:59 - INFO - __main__ - test_vi_acc = 0.7035928143712575 04/13/2022 18:16:59 - INFO - __main__ - test_zh_acc = 0.7163672654690619 04/13/2022 18:16:59 - INFO - __main__ - test_avg_acc = 0.71437125748503 04/13/2022 18:17:01 - INFO - utils - remove old ckpt: xnli_right_avg_new/ckpt/step-545000-test_avg_acc-0.71437125748503-val_avg_acc-0.7119410977242302 04/13/2022 18:17:01 - INFO - __main__ - ********** Evaluating Done ********** 04/13/2022 18:17:05 - INFO - __main__ - global_steps 545050 loss: 0.07208146 04/13/2022 18:17:11 - INFO - __main__ - global_steps 545100 loss: 0.04504382 04/13/2022 18:17:16 - INFO - __main__ - global_steps 545150 loss: 0.05559750 04/13/2022 18:17:21 - INFO - __main__ - global_steps 545200 loss: 0.06979452 04/13/2022 18:17:26 - INFO - __main__ - global_steps 545250 loss: 0.05717251 04/13/2022 18:17:31 - INFO - __main__ - global_steps 545300 loss: 0.09165449 04/13/2022 18:17:35 - INFO - __main__ - global_steps 545350 loss: 0.04543682 04/13/2022 18:17:40 - INFO - __main__ - global_steps 545400 loss: 0.10119265 04/13/2022 18:17:45 - INFO - __main__ - global_steps 545450 loss: 0.06765057 04/13/2022 18:17:50 - INFO - __main__ - global_steps 545500 loss: 0.07041065 04/13/2022 18:17:55 - INFO - __main__ - global_steps 545550 loss: 0.07986681 04/13/2022 18:17:59 - INFO - __main__ - global_steps 545600 loss: 0.06395116 04/13/2022 18:18:04 - INFO - __main__ - global_steps 545650 loss: 0.11658467 04/13/2022 18:18:09 - INFO - __main__ - global_steps 545700 loss: 0.07787429 04/13/2022 18:18:14 - INFO - __main__ - global_steps 545750 loss: 0.03999097 04/13/2022 18:18:19 - INFO - __main__ - global_steps 545800 loss: 0.04279909 04/13/2022 18:18:24 - INFO - __main__ - global_steps 545850 loss: 0.07451828 04/13/2022 18:18:29 - INFO - __main__ - global_steps 545900 loss: 0.03874011 04/13/2022 18:18:34 - INFO - __main__ - global_steps 545950 loss: 0.04714433 04/13/2022 18:18:39 - INFO - __main__ - global_steps 546000 loss: 0.09846787 04/13/2022 18:18:43 - INFO - __main__ - global_steps 546050 loss: 0.07865324 04/13/2022 18:18:48 - INFO - __main__ - global_steps 546100 loss: 0.08125373 04/13/2022 18:18:53 - INFO - __main__ - global_steps 546150 loss: 0.05955753 04/13/2022 18:18:58 - INFO - __main__ - global_steps 546200 loss: 0.06584221 04/13/2022 18:19:02 - INFO - __main__ - global_steps 546250 loss: 0.08149224 04/13/2022 18:19:07 - INFO - __main__ - global_steps 546300 loss: 0.09236459 04/13/2022 18:19:11 - INFO - __main__ - global_steps 546350 loss: 0.06848572 04/13/2022 18:19:16 - INFO - __main__ - global_steps 546400 loss: 0.11041505 04/13/2022 18:19:20 - INFO - __main__ - global_steps 546450 loss: 0.08000305 04/13/2022 18:19:25 - INFO - __main__ - global_steps 546500 loss: 0.05257845 04/13/2022 18:19:30 - INFO - __main__ - global_steps 546550 loss: 0.10019795 04/13/2022 18:19:34 - INFO - __main__ - global_steps 546600 loss: 0.05347086 04/13/2022 18:19:39 - INFO - __main__ - global_steps 546650 loss: 0.07337294 04/13/2022 18:19:43 - INFO - __main__ - global_steps 546700 loss: 0.06625510 04/13/2022 18:19:48 - INFO - __main__ - global_steps 546750 loss: 0.11228810 04/13/2022 18:19:53 - INFO - __main__ - global_steps 546800 loss: 0.05262641 04/13/2022 18:19:57 - INFO - __main__ - global_steps 546850 loss: 0.07914404 04/13/2022 18:20:02 - INFO - __main__ - global_steps 546900 loss: 0.08251230 04/13/2022 18:20:07 - INFO - __main__ - global_steps 546950 loss: 0.08839307 04/13/2022 18:20:11 - INFO - __main__ - global_steps 547000 loss: 0.06670109 04/13/2022 18:20:16 - INFO - __main__ - global_steps 547050 loss: 0.09257207 04/13/2022 18:20:21 - INFO - __main__ - global_steps 547100 loss: 0.07548636 04/13/2022 18:20:26 - INFO - __main__ - global_steps 547150 loss: 0.08554799 04/13/2022 18:20:31 - INFO - __main__ - global_steps 547200 loss: 0.06539104 04/13/2022 18:20:36 - INFO - __main__ - global_steps 547250 loss: 0.09940919 04/13/2022 18:20:40 - INFO - __main__ - global_steps 547300 loss: 0.08135349 04/13/2022 18:20:45 - INFO - __main__ - global_steps 547350 loss: 0.09808461 04/13/2022 18:20:50 - INFO - __main__ - global_steps 547400 loss: 0.07125151 04/13/2022 18:20:54 - INFO - __main__ - global_steps 547450 loss: 0.05310307 04/13/2022 18:20:59 - INFO - __main__ - global_steps 547500 loss: 0.05321859 04/13/2022 18:20:59 - INFO - __main__ - ********** Running evaluating ********** 04/13/2022 18:21:04 - INFO - __main__ - ########## val_ar_acc 0.6963855421686747 ########## 04/13/2022 18:21:09 - INFO - __main__ - ########## val_bg_acc 0.7253012048192771 ########## 04/13/2022 18:21:13 - INFO - __main__ - ########## val_de_acc 0.7421686746987952 ########## 04/13/2022 18:21:18 - INFO - __main__ - ########## val_el_acc 0.736144578313253 ########## 04/13/2022 18:21:22 - INFO - __main__ - ########## val_en_acc 0.844578313253012 ########## 04/13/2022 18:21:27 - INFO - __main__ - ########## val_es_acc 0.7694779116465863 ########## 04/13/2022 18:21:31 - INFO - __main__ - ########## val_fr_acc 0.7674698795180723 ########## 04/13/2022 18:21:36 - INFO - __main__ - ########## val_hi_acc 0.6570281124497992 ########## 04/13/2022 18:21:41 - INFO - __main__ - ########## val_ru_acc 0.7116465863453815 ########## 04/13/2022 18:21:46 - INFO - __main__ - ########## val_sw_acc 0.6461847389558233 ########## 04/13/2022 18:21:50 - INFO - __main__ - ########## val_th_acc 0.672289156626506 ########## 04/13/2022 18:21:54 - INFO - __main__ - ########## val_tr_acc 0.6963855421686747 ########## 04/13/2022 18:21:59 - INFO - __main__ - ########## val_ur_acc 0.6168674698795181 ########## 04/13/2022 18:22:04 - INFO - __main__ - ########## val_vi_acc 0.7028112449799196 ########## 04/13/2022 18:22:08 - INFO - __main__ - ########## val_zh_acc 0.7132530120481928 ########## 04/13/2022 18:22:17 - INFO - __main__ - ########## test_ar_acc 0.6990019960079841 ########## 04/13/2022 18:22:27 - INFO - __main__ - ########## test_bg_acc 0.7449101796407186 ########## 04/13/2022 18:22:36 - INFO - __main__ - ########## test_de_acc 0.7449101796407186 ########## 04/13/2022 18:22:46 - INFO - __main__ - ########## test_el_acc 0.7271457085828343 ########## 04/13/2022 18:22:55 - INFO - __main__ - ########## test_en_acc 0.8407185628742515 ########## 04/13/2022 18:23:04 - INFO - __main__ - ########## test_es_acc 0.7748502994011977 ########## 04/13/2022 18:23:13 - INFO - __main__ - ########## test_fr_acc 0.7730538922155689 ########## 04/13/2022 18:23:23 - INFO - __main__ - ########## test_hi_acc 0.6475049900199601 ########## 04/13/2022 18:23:33 - INFO - __main__ - ########## test_ru_acc 0.7227544910179641 ########## 04/13/2022 18:23:41 - INFO - __main__ - ########## test_sw_acc 0.6530938123752495 ########## 04/13/2022 18:23:50 - INFO - __main__ - ########## test_th_acc 0.6756487025948104 ########## 04/13/2022 18:23:59 - INFO - __main__ - ########## test_tr_acc 0.6942115768463074 ########## 04/13/2022 18:24:09 - INFO - __main__ - ########## test_ur_acc 0.616566866267465 ########## 04/13/2022 18:24:18 - INFO - __main__ - ########## test_vi_acc 0.7067864271457086 ########## 04/13/2022 18:24:28 - INFO - __main__ - ########## test_zh_acc 0.7091816367265469 ########## 04/13/2022 18:24:28 - INFO - __main__ - val_ar_acc = 0.6963855421686747 04/13/2022 18:24:28 - INFO - __main__ - val_bg_acc = 0.7253012048192771 04/13/2022 18:24:28 - INFO - __main__ - val_de_acc = 0.7421686746987952 04/13/2022 18:24:28 - INFO - __main__ - val_el_acc = 0.736144578313253 04/13/2022 18:24:28 - INFO - __main__ - val_en_acc = 0.844578313253012 04/13/2022 18:24:28 - INFO - __main__ - val_es_acc = 0.7694779116465863 04/13/2022 18:24:28 - INFO - __main__ - val_fr_acc = 0.7674698795180723 04/13/2022 18:24:28 - INFO - __main__ - val_hi_acc = 0.6570281124497992 04/13/2022 18:24:28 - INFO - __main__ - val_ru_acc = 0.7116465863453815 04/13/2022 18:24:28 - INFO - __main__ - val_sw_acc = 0.6461847389558233 04/13/2022 18:24:28 - INFO - __main__ - val_th_acc = 0.672289156626506 04/13/2022 18:24:28 - INFO - __main__ - val_tr_acc = 0.6963855421686747 04/13/2022 18:24:28 - INFO - __main__ - val_ur_acc = 0.6168674698795181 04/13/2022 18:24:28 - INFO - __main__ - val_vi_acc = 0.7028112449799196 04/13/2022 18:24:28 - INFO - __main__ - val_zh_acc = 0.7132530120481928 04/13/2022 18:24:28 - INFO - __main__ - val_avg_acc = 0.7131994645247656 04/13/2022 18:24:28 - INFO - __main__ - test_ar_acc = 0.6990019960079841 04/13/2022 18:24:28 - INFO - __main__ - test_bg_acc = 0.7449101796407186 04/13/2022 18:24:28 - INFO - __main__ - test_de_acc = 0.7449101796407186 04/13/2022 18:24:28 - INFO - __main__ - test_el_acc = 0.7271457085828343 04/13/2022 18:24:28 - INFO - __main__ - test_en_acc = 0.8407185628742515 04/13/2022 18:24:28 - INFO - __main__ - test_es_acc = 0.7748502994011977 04/13/2022 18:24:28 - INFO - __main__ - test_fr_acc = 0.7730538922155689 04/13/2022 18:24:28 - INFO - __main__ - test_hi_acc = 0.6475049900199601 04/13/2022 18:24:28 - INFO - __main__ - test_ru_acc = 0.7227544910179641 04/13/2022 18:24:28 - INFO - __main__ - test_sw_acc = 0.6530938123752495 04/13/2022 18:24:28 - INFO - __main__ - test_th_acc = 0.6756487025948104 04/13/2022 18:24:28 - INFO - __main__ - test_tr_acc = 0.6942115768463074 04/13/2022 18:24:28 - INFO - __main__ - test_ur_acc = 0.616566866267465 04/13/2022 18:24:28 - INFO - __main__ - test_vi_acc = 0.7067864271457086 04/13/2022 18:24:28 - INFO - __main__ - test_zh_acc = 0.7091816367265469 04/13/2022 18:24:28 - INFO - __main__ - test_avg_acc = 0.7153559547571523 04/13/2022 18:24:29 - INFO - utils - remove old ckpt: xnli_right_avg_new/ckpt/step-547500-test_avg_acc-0.7153559547571523-val_avg_acc-0.7131994645247656 04/13/2022 18:24:29 - INFO - __main__ - ********** Evaluating Done ********** 04/13/2022 18:24:34 - INFO - __main__ - global_steps 547550 loss: 0.05595761 04/13/2022 18:24:38 - INFO - __main__ - global_steps 547600 loss: 0.06139299 04/13/2022 18:24:43 - INFO - __main__ - global_steps 547650 loss: 0.07517029 04/13/2022 18:24:48 - INFO - __main__ - global_steps 547700 loss: 0.06768365 04/13/2022 18:24:53 - INFO - __main__ - global_steps 547750 loss: 0.05783183 04/13/2022 18:24:58 - INFO - __main__ - global_steps 547800 loss: 0.06094095 04/13/2022 18:25:03 - INFO - __main__ - global_steps 547850 loss: 0.03997102 04/13/2022 18:25:08 - INFO - __main__ - global_steps 547900 loss: 0.08926696 04/13/2022 18:25:12 - INFO - __main__ - global_steps 547950 loss: 0.07775502 04/13/2022 18:25:17 - INFO - __main__ - global_steps 548000 loss: 0.06407308 04/13/2022 18:25:22 - INFO - __main__ - global_steps 548050 loss: 0.07239047 04/13/2022 18:25:26 - INFO - __main__ - global_steps 548100 loss: 0.05091942 04/13/2022 18:25:31 - INFO - __main__ - global_steps 548150 loss: 0.03915654 04/13/2022 18:25:36 - INFO - __main__ - global_steps 548200 loss: 0.07562388 04/13/2022 18:25:40 - INFO - __main__ - global_steps 548250 loss: 0.08596196 04/13/2022 18:25:45 - INFO - __main__ - global_steps 548300 loss: 0.05096014 04/13/2022 18:25:50 - INFO - __main__ - global_steps 548350 loss: 0.09459874 04/13/2022 18:25:54 - INFO - __main__ - global_steps 548400 loss: 0.04695799 04/13/2022 18:25:59 - INFO - __main__ - global_steps 548450 loss: 0.05709383 04/13/2022 18:26:04 - INFO - __main__ - global_steps 548500 loss: 0.09848655 04/13/2022 18:26:08 - INFO - __main__ - global_steps 548550 loss: 0.06168088 04/13/2022 18:26:13 - INFO - __main__ - global_steps 548600 loss: 0.09910753 04/13/2022 18:26:18 - INFO - __main__ - global_steps 548650 loss: 0.04542272 04/13/2022 18:26:23 - INFO - __main__ - global_steps 548700 loss: 0.05428004 04/13/2022 18:26:27 - INFO - __main__ - global_steps 548750 loss: 0.08525739 04/13/2022 18:26:32 - INFO - __main__ - global_steps 548800 loss: 0.07874003 04/13/2022 18:26:36 - INFO - __main__ - global_steps 548850 loss: 0.07832958 04/13/2022 18:26:41 - INFO - __main__ - global_steps 548900 loss: 0.05457618 04/13/2022 18:26:46 - INFO - __main__ - global_steps 548950 loss: 0.04850216 04/13/2022 18:26:50 - INFO - __main__ - global_steps 549000 loss: 0.08224077 04/13/2022 18:26:55 - INFO - __main__ - global_steps 549050 loss: 0.06332993 04/13/2022 18:27:00 - INFO - __main__ - global_steps 549100 loss: 0.05619178 04/13/2022 18:27:04 - INFO - __main__ - global_steps 549150 loss: 0.05029960 04/13/2022 18:27:09 - INFO - __main__ - global_steps 549200 loss: 0.07287465 04/13/2022 18:27:14 - INFO - __main__ - global_steps 549250 loss: 0.04713072 04/13/2022 18:27:19 - INFO - __main__ - global_steps 549300 loss: 0.08454904 04/13/2022 18:27:23 - INFO - __main__ - global_steps 549350 loss: 0.07002815 04/13/2022 18:27:28 - INFO - __main__ - global_steps 549400 loss: 0.05324033 04/13/2022 18:27:33 - INFO - __main__ - global_steps 549450 loss: 0.08948312 04/13/2022 18:27:37 - INFO - __main__ - global_steps 549500 loss: 0.07999086 04/13/2022 18:27:42 - INFO - __main__ - global_steps 549550 loss: 0.06009049 04/13/2022 18:27:47 - INFO - __main__ - global_steps 549600 loss: 0.05464125 04/13/2022 18:27:52 - INFO - __main__ - global_steps 549650 loss: 0.07218451 04/13/2022 18:27:56 - INFO - __main__ - global_steps 549700 loss: 0.09719510 04/13/2022 18:28:01 - INFO - __main__ - global_steps 549750 loss: 0.07023446 04/13/2022 18:28:06 - INFO - __main__ - global_steps 549800 loss: 0.06751213 04/13/2022 18:28:11 - INFO - __main__ - global_steps 549850 loss: 0.06270734 04/13/2022 18:28:15 - INFO - __main__ - global_steps 549900 loss: 0.10816317 04/13/2022 18:28:20 - INFO - __main__ - global_steps 549950 loss: 0.07586021 04/13/2022 18:28:25 - INFO - __main__ - global_steps 550000 loss: 0.08022656 04/13/2022 18:28:25 - INFO - __main__ - ********** Running evaluating ********** 04/13/2022 18:28:29 - INFO - __main__ - ########## val_ar_acc 0.6975903614457831 ########## 04/13/2022 18:28:34 - INFO - __main__ - ########## val_bg_acc 0.7369477911646586 ########## 04/13/2022 18:28:38 - INFO - __main__ - ########## val_de_acc 0.7518072289156627 ########## 04/13/2022 18:28:43 - INFO - __main__ - ########## val_el_acc 0.7369477911646586 ########## 04/13/2022 18:28:47 - INFO - __main__ - ########## val_en_acc 0.8409638554216867 ########## 04/13/2022 18:28:52 - INFO - __main__ - ########## val_es_acc 0.778714859437751 ########## 04/13/2022 18:28:56 - INFO - __main__ - ########## val_fr_acc 0.7742971887550201 ########## 04/13/2022 18:29:01 - INFO - __main__ - ########## val_hi_acc 0.6730923694779116 ########## 04/13/2022 18:29:06 - INFO - __main__ - ########## val_ru_acc 0.7261044176706827 ########## 04/13/2022 18:29:10 - INFO - __main__ - ########## val_sw_acc 0.6570281124497992 ########## 04/13/2022 18:29:15 - INFO - __main__ - ########## val_th_acc 0.6907630522088354 ########## 04/13/2022 18:29:19 - INFO - __main__ - ########## val_tr_acc 0.6907630522088354 ########## 04/13/2022 18:29:24 - INFO - __main__ - ########## val_ur_acc 0.6176706827309237 ########## 04/13/2022 18:29:29 - INFO - __main__ - ########## val_vi_acc 0.7184738955823293 ########## 04/13/2022 18:29:33 - INFO - __main__ - ########## val_zh_acc 0.7377510040160643 ########## 04/13/2022 18:29:42 - INFO - __main__ - ########## test_ar_acc 0.7083832335329341 ########## 04/13/2022 18:29:52 - INFO - __main__ - ########## test_bg_acc 0.7461077844311377 ########## 04/13/2022 18:30:01 - INFO - __main__ - ########## test_de_acc 0.7502994011976047 ########## 04/13/2022 18:30:10 - INFO - __main__ - ########## test_el_acc 0.729940119760479 ########## 04/13/2022 18:30:19 - INFO - __main__ - ########## test_en_acc 0.8397205588822355 ########## 04/13/2022 18:30:28 - INFO - __main__ - ########## test_es_acc 0.7778443113772455 ########## 04/13/2022 18:30:38 - INFO - __main__ - ########## test_fr_acc 0.7798403193612774 ########## 04/13/2022 18:30:48 - INFO - __main__ - ########## test_hi_acc 0.656686626746507 ########## 04/13/2022 18:30:58 - INFO - __main__ - ########## test_ru_acc 0.7325349301397206 ########## 04/13/2022 18:31:07 - INFO - __main__ - ########## test_sw_acc 0.6572854291417166 ########## 04/13/2022 18:31:16 - INFO - __main__ - ########## test_th_acc 0.6934131736526946 ########## 04/13/2022 18:31:24 - INFO - __main__ - ########## test_tr_acc 0.6908183632734531 ########## 04/13/2022 18:31:34 - INFO - __main__ - ########## test_ur_acc 0.617564870259481 ########## 04/13/2022 18:31:43 - INFO - __main__ - ########## test_vi_acc 0.7161676646706587 ########## 04/13/2022 18:31:52 - INFO - __main__ - ########## test_zh_acc 0.7267465069860279 ########## 04/13/2022 18:31:52 - INFO - __main__ - val_ar_acc = 0.6975903614457831 04/13/2022 18:31:52 - INFO - __main__ - val_bg_acc = 0.7369477911646586 04/13/2022 18:31:52 - INFO - __main__ - val_de_acc = 0.7518072289156627 04/13/2022 18:31:52 - INFO - __main__ - val_el_acc = 0.7369477911646586 04/13/2022 18:31:52 - INFO - __main__ - val_en_acc = 0.8409638554216867 04/13/2022 18:31:52 - INFO - __main__ - val_es_acc = 0.778714859437751 04/13/2022 18:31:52 - INFO - __main__ - val_fr_acc = 0.7742971887550201 04/13/2022 18:31:52 - INFO - __main__ - val_hi_acc = 0.6730923694779116 04/13/2022 18:31:52 - INFO - __main__ - val_ru_acc = 0.7261044176706827 04/13/2022 18:31:52 - INFO - __main__ - val_sw_acc = 0.6570281124497992 04/13/2022 18:31:52 - INFO - __main__ - val_th_acc = 0.6907630522088354 04/13/2022 18:31:52 - INFO - __main__ - val_tr_acc = 0.6907630522088354 04/13/2022 18:31:52 - INFO - __main__ - val_ur_acc = 0.6176706827309237 04/13/2022 18:31:52 - INFO - __main__ - val_vi_acc = 0.7184738955823293 04/13/2022 18:31:52 - INFO - __main__ - val_zh_acc = 0.7377510040160643 04/13/2022 18:31:52 - INFO - __main__ - val_avg_acc = 0.7219277108433736 04/13/2022 18:31:52 - INFO - __main__ - test_ar_acc = 0.7083832335329341 04/13/2022 18:31:52 - INFO - __main__ - test_bg_acc = 0.7461077844311377 04/13/2022 18:31:52 - INFO - __main__ - test_de_acc = 0.7502994011976047 04/13/2022 18:31:52 - INFO - __main__ - test_el_acc = 0.729940119760479 04/13/2022 18:31:52 - INFO - __main__ - test_en_acc = 0.8397205588822355 04/13/2022 18:31:52 - INFO - __main__ - test_es_acc = 0.7778443113772455 04/13/2022 18:31:52 - INFO - __main__ - test_fr_acc = 0.7798403193612774 04/13/2022 18:31:52 - INFO - __main__ - test_hi_acc = 0.656686626746507 04/13/2022 18:31:52 - INFO - __main__ - test_ru_acc = 0.7325349301397206 04/13/2022 18:31:52 - INFO - __main__ - test_sw_acc = 0.6572854291417166 04/13/2022 18:31:52 - INFO - __main__ - test_th_acc = 0.6934131736526946 04/13/2022 18:31:52 - INFO - __main__ - test_tr_acc = 0.6908183632734531 04/13/2022 18:31:52 - INFO - __main__ - test_ur_acc = 0.617564870259481 04/13/2022 18:31:52 - INFO - __main__ - test_vi_acc = 0.7161676646706587 04/13/2022 18:31:52 - INFO - __main__ - test_zh_acc = 0.7267465069860279 04/13/2022 18:31:52 - INFO - __main__ - test_avg_acc = 0.7215568862275448 04/13/2022 18:31:54 - INFO - utils - remove old ckpt: xnli_right_avg_new/ckpt/step-550000-test_avg_acc-0.7215568862275448-val_avg_acc-0.7219277108433736 04/13/2022 18:31:54 - INFO - __main__ - ********** Evaluating Done ********** 04/13/2022 18:31:58 - INFO - __main__ - global_steps 550050 loss: 0.09034555 04/13/2022 18:32:03 - INFO - __main__ - global_steps 550100 loss: 0.04441899 04/13/2022 18:32:07 - INFO - __main__ - global_steps 550150 loss: 0.06607153 04/13/2022 18:32:12 - INFO - __main__ - global_steps 550200 loss: 0.05577009 04/13/2022 18:32:17 - INFO - __main__ - global_steps 550250 loss: 0.03226217 04/13/2022 18:32:22 - INFO - __main__ - global_steps 550300 loss: 0.04445859 04/13/2022 18:32:26 - INFO - __main__ - global_steps 550350 loss: 0.05367942 04/13/2022 18:32:31 - INFO - __main__ - global_steps 550400 loss: 0.03532646 04/13/2022 18:32:36 - INFO - __main__ - global_steps 550450 loss: 0.07369861 04/13/2022 18:32:40 - INFO - __main__ - global_steps 550500 loss: 0.06567746 04/13/2022 18:32:45 - INFO - __main__ - global_steps 550550 loss: 0.08996806 04/13/2022 18:32:50 - INFO - __main__ - global_steps 550600 loss: 0.06320306 04/13/2022 18:32:55 - INFO - __main__ - global_steps 550650 loss: 0.07250046 04/13/2022 18:32:59 - INFO - __main__ - global_steps 550700 loss: 0.05657187 04/13/2022 18:33:04 - INFO - __main__ - global_steps 550750 loss: 0.03467126 04/13/2022 18:33:09 - INFO - __main__ - global_steps 550800 loss: 0.06047918 04/13/2022 18:33:14 - INFO - __main__ - global_steps 550850 loss: 0.08005668 04/13/2022 18:33:18 - INFO - __main__ - global_steps 550900 loss: 0.09196338 04/13/2022 18:33:23 - INFO - __main__ - global_steps 550950 loss: 0.06885197 04/13/2022 18:33:28 - INFO - __main__ - global_steps 551000 loss: 0.05357197 04/13/2022 18:33:32 - INFO - __main__ - global_steps 551050 loss: 0.08527164 04/13/2022 18:33:37 - INFO - __main__ - global_steps 551100 loss: 0.08442743 04/13/2022 18:33:42 - INFO - __main__ - global_steps 551150 loss: 0.07420521 04/13/2022 18:33:47 - INFO - __main__ - global_steps 551200 loss: 0.05733081 04/13/2022 18:33:51 - INFO - __main__ - global_steps 551250 loss: 0.07986901 04/13/2022 18:33:56 - INFO - __main__ - global_steps 551300 loss: 0.05247947 04/13/2022 18:34:01 - INFO - __main__ - global_steps 551350 loss: 0.06656057 04/13/2022 18:34:06 - INFO - __main__ - global_steps 551400 loss: 0.04627823 04/13/2022 18:34:10 - INFO - __main__ - global_steps 551450 loss: 0.04307167 04/13/2022 18:34:15 - INFO - __main__ - global_steps 551500 loss: 0.09780057 04/13/2022 18:34:20 - INFO - __main__ - global_steps 551550 loss: 0.06134100 04/13/2022 18:34:24 - INFO - __main__ - global_steps 551600 loss: 0.08830177 04/13/2022 18:34:29 - INFO - __main__ - global_steps 551650 loss: 0.05222919 04/13/2022 18:34:34 - INFO - __main__ - global_steps 551700 loss: 0.03516044 04/13/2022 18:34:39 - INFO - __main__ - global_steps 551750 loss: 0.03330702 04/13/2022 18:34:43 - INFO - __main__ - global_steps 551800 loss: 0.05581440 04/13/2022 18:34:48 - INFO - __main__ - global_steps 551850 loss: 0.08896352 04/13/2022 18:34:53 - INFO - __main__ - global_steps 551900 loss: 0.08974516 04/13/2022 18:34:57 - INFO - __main__ - global_steps 551950 loss: 0.03927262 04/13/2022 18:35:02 - INFO - __main__ - global_steps 552000 loss: 0.05568545 04/13/2022 18:35:07 - INFO - __main__ - global_steps 552050 loss: 0.09190399 04/13/2022 18:35:12 - INFO - __main__ - global_steps 552100 loss: 0.08314755 04/13/2022 18:35:16 - INFO - __main__ - global_steps 552150 loss: 0.08205678 04/13/2022 18:35:21 - INFO - __main__ - global_steps 552200 loss: 0.05072317 04/13/2022 18:35:26 - INFO - __main__ - global_steps 552250 loss: 0.08038992 04/13/2022 18:35:31 - INFO - __main__ - global_steps 552300 loss: 0.07775146 04/13/2022 18:35:35 - INFO - __main__ - global_steps 552350 loss: 0.09202448 04/13/2022 18:35:40 - INFO - __main__ - global_steps 552400 loss: 0.05318825 04/13/2022 18:35:45 - INFO - __main__ - global_steps 552450 loss: 0.05902323 04/13/2022 18:35:49 - INFO - __main__ - global_steps 552500 loss: 0.04866008 04/13/2022 18:35:49 - INFO - __main__ - ********** Running evaluating ********** 04/13/2022 18:35:54 - INFO - __main__ - ########## val_ar_acc 0.6963855421686747 ########## 04/13/2022 18:35:59 - INFO - __main__ - ########## val_bg_acc 0.7441767068273092 ########## 04/13/2022 18:36:03 - INFO - __main__ - ########## val_de_acc 0.7493975903614458 ########## 04/13/2022 18:36:08 - INFO - __main__ - ########## val_el_acc 0.7401606425702811 ########## 04/13/2022 18:36:12 - INFO - __main__ - ########## val_en_acc 0.8441767068273093 ########## 04/13/2022 18:36:17 - INFO - __main__ - ########## val_es_acc 0.7855421686746988 ########## 04/13/2022 18:36:21 - INFO - __main__ - ########## val_fr_acc 0.7726907630522089 ########## 04/13/2022 18:36:26 - INFO - __main__ - ########## val_hi_acc 0.6626506024096386 ########## 04/13/2022 18:36:31 - INFO - __main__ - ########## val_ru_acc 0.7240963855421687 ########## 04/13/2022 18:36:35 - INFO - __main__ - ########## val_sw_acc 0.6542168674698795 ########## 04/13/2022 18:36:40 - INFO - __main__ - ########## val_th_acc 0.6859437751004016 ########## 04/13/2022 18:36:44 - INFO - __main__ - ########## val_tr_acc 0.7040160642570281 ########## 04/13/2022 18:36:49 - INFO - __main__ - ########## val_ur_acc 0.6269076305220883 ########## 04/13/2022 18:36:54 - INFO - __main__ - ########## val_vi_acc 0.7164658634538152 ########## 04/13/2022 18:36:58 - INFO - __main__ - ########## val_zh_acc 0.7285140562248996 ########## 04/13/2022 18:37:07 - INFO - __main__ - ########## test_ar_acc 0.7057884231536926 ########## 04/13/2022 18:37:17 - INFO - __main__ - ########## test_bg_acc 0.7500998003992015 ########## 04/13/2022 18:37:26 - INFO - __main__ - ########## test_de_acc 0.7489021956087825 ########## 04/13/2022 18:37:36 - INFO - __main__ - ########## test_el_acc 0.7369261477045909 ########## 04/13/2022 18:37:45 - INFO - __main__ - ########## test_en_acc 0.8407185628742515 ########## 04/13/2022 18:37:54 - INFO - __main__ - ########## test_es_acc 0.779441117764471 ########## 04/13/2022 18:38:03 - INFO - __main__ - ########## test_fr_acc 0.7758483033932135 ########## 04/13/2022 18:38:13 - INFO - __main__ - ########## test_hi_acc 0.662874251497006 ########## 04/13/2022 18:38:23 - INFO - __main__ - ########## test_ru_acc 0.7311377245508982 ########## 04/13/2022 18:38:32 - INFO - __main__ - ########## test_sw_acc 0.6576846307385229 ########## 04/13/2022 18:38:40 - INFO - __main__ - ########## test_th_acc 0.689620758483034 ########## 04/13/2022 18:38:49 - INFO - __main__ - ########## test_tr_acc 0.6960079840319361 ########## 04/13/2022 18:38:59 - INFO - __main__ - ########## test_ur_acc 0.6203592814371257 ########## 04/13/2022 18:39:08 - INFO - __main__ - ########## test_vi_acc 0.7207584830339321 ########## 04/13/2022 18:39:17 - INFO - __main__ - ########## test_zh_acc 0.7219560878243513 ########## 04/13/2022 18:39:17 - INFO - __main__ - val_ar_acc = 0.6963855421686747 04/13/2022 18:39:17 - INFO - __main__ - val_bg_acc = 0.7441767068273092 04/13/2022 18:39:17 - INFO - __main__ - val_de_acc = 0.7493975903614458 04/13/2022 18:39:17 - INFO - __main__ - val_el_acc = 0.7401606425702811 04/13/2022 18:39:17 - INFO - __main__ - val_en_acc = 0.8441767068273093 04/13/2022 18:39:17 - INFO - __main__ - val_es_acc = 0.7855421686746988 04/13/2022 18:39:17 - INFO - __main__ - val_fr_acc = 0.7726907630522089 04/13/2022 18:39:17 - INFO - __main__ - val_hi_acc = 0.6626506024096386 04/13/2022 18:39:17 - INFO - __main__ - val_ru_acc = 0.7240963855421687 04/13/2022 18:39:17 - INFO - __main__ - val_sw_acc = 0.6542168674698795 04/13/2022 18:39:17 - INFO - __main__ - val_th_acc = 0.6859437751004016 04/13/2022 18:39:17 - INFO - __main__ - val_tr_acc = 0.7040160642570281 04/13/2022 18:39:17 - INFO - __main__ - val_ur_acc = 0.6269076305220883 04/13/2022 18:39:17 - INFO - __main__ - val_vi_acc = 0.7164658634538152 04/13/2022 18:39:17 - INFO - __main__ - val_zh_acc = 0.7285140562248996 04/13/2022 18:39:17 - INFO - __main__ - val_avg_acc = 0.7223560910307897 04/13/2022 18:39:17 - INFO - __main__ - test_ar_acc = 0.7057884231536926 04/13/2022 18:39:17 - INFO - __main__ - test_bg_acc = 0.7500998003992015 04/13/2022 18:39:17 - INFO - __main__ - test_de_acc = 0.7489021956087825 04/13/2022 18:39:17 - INFO - __main__ - test_el_acc = 0.7369261477045909 04/13/2022 18:39:17 - INFO - __main__ - test_en_acc = 0.8407185628742515 04/13/2022 18:39:17 - INFO - __main__ - test_es_acc = 0.779441117764471 04/13/2022 18:39:17 - INFO - __main__ - test_fr_acc = 0.7758483033932135 04/13/2022 18:39:17 - INFO - __main__ - test_hi_acc = 0.662874251497006 04/13/2022 18:39:17 - INFO - __main__ - test_ru_acc = 0.7311377245508982 04/13/2022 18:39:17 - INFO - __main__ - test_sw_acc = 0.6576846307385229 04/13/2022 18:39:17 - INFO - __main__ - test_th_acc = 0.689620758483034 04/13/2022 18:39:17 - INFO - __main__ - test_tr_acc = 0.6960079840319361 04/13/2022 18:39:17 - INFO - __main__ - test_ur_acc = 0.6203592814371257 04/13/2022 18:39:17 - INFO - __main__ - test_vi_acc = 0.7207584830339321 04/13/2022 18:39:17 - INFO - __main__ - test_zh_acc = 0.7219560878243513 04/13/2022 18:39:17 - INFO - __main__ - test_avg_acc = 0.7225415834996674 04/13/2022 18:39:18 - INFO - utils - remove old ckpt: xnli_right_avg_new/ckpt/step-552500-test_avg_acc-0.7225415834996674-val_avg_acc-0.7223560910307897 04/13/2022 18:39:18 - INFO - __main__ - ********** Evaluating Done ********** 04/13/2022 18:39:23 - INFO - __main__ - global_steps 552550 loss: 0.06713432 04/13/2022 18:39:28 - INFO - __main__ - global_steps 552600 loss: 0.06815676 04/13/2022 18:39:32 - INFO - __main__ - global_steps 552650 loss: 0.09577161 04/13/2022 18:39:37 - INFO - __main__ - global_steps 552700 loss: 0.11722825 04/13/2022 18:39:42 - INFO - __main__ - global_steps 552750 loss: 0.03200148 04/13/2022 18:39:47 - INFO - __main__ - global_steps 552800 loss: 0.08713353 04/13/2022 18:39:51 - INFO - __main__ - global_steps 552850 loss: 0.06945372 04/13/2022 18:39:56 - INFO - __main__ - global_steps 552900 loss: 0.08065614 04/13/2022 18:40:01 - INFO - __main__ - global_steps 552950 loss: 0.08835605 04/13/2022 18:40:05 - INFO - __main__ - global_steps 553000 loss: 0.06145601 04/13/2022 18:40:10 - INFO - __main__ - global_steps 553050 loss: 0.06261688 04/13/2022 18:40:14 - INFO - __main__ - global_steps 553100 loss: 0.07299373 04/13/2022 18:40:19 - INFO - __main__ - global_steps 553150 loss: 0.09702982 04/13/2022 18:40:23 - INFO - __main__ - global_steps 553200 loss: 0.04881841 04/13/2022 18:40:28 - INFO - __main__ - global_steps 553250 loss: 0.05260186 04/13/2022 18:40:32 - INFO - __main__ - global_steps 553300 loss: 0.09456006 04/13/2022 18:40:37 - INFO - __main__ - global_steps 553350 loss: 0.03942475 04/13/2022 18:40:42 - INFO - __main__ - global_steps 553400 loss: 0.07047702 04/13/2022 18:40:47 - INFO - __main__ - global_steps 553450 loss: 0.05119811 04/13/2022 18:40:51 - INFO - __main__ - global_steps 553500 loss: 0.09051822 04/13/2022 18:40:56 - INFO - __main__ - global_steps 553550 loss: 0.06408766 04/13/2022 18:41:01 - INFO - __main__ - global_steps 553600 loss: 0.08766077 04/13/2022 18:41:05 - INFO - __main__ - global_steps 553650 loss: 0.07322678 04/13/2022 18:41:10 - INFO - __main__ - global_steps 553700 loss: 0.08033666 04/13/2022 18:41:15 - INFO - __main__ - global_steps 553750 loss: 0.07709484 04/13/2022 18:41:20 - INFO - __main__ - global_steps 553800 loss: 0.09440725 04/13/2022 18:41:24 - INFO - __main__ - global_steps 553850 loss: 0.07537154 04/13/2022 18:41:29 - INFO - __main__ - global_steps 553900 loss: 0.08938546 04/13/2022 18:41:34 - INFO - __main__ - global_steps 553950 loss: 0.06783844 04/13/2022 18:41:38 - INFO - __main__ - global_steps 554000 loss: 0.04903668 04/13/2022 18:41:43 - INFO - __main__ - global_steps 554050 loss: 0.09105717 04/13/2022 18:41:48 - INFO - __main__ - global_steps 554100 loss: 0.06373608 04/13/2022 18:41:53 - INFO - __main__ - global_steps 554150 loss: 0.05770341 04/13/2022 18:41:57 - INFO - __main__ - global_steps 554200 loss: 0.05741222 04/13/2022 18:42:02 - INFO - __main__ - global_steps 554250 loss: 0.08830645 04/13/2022 18:42:07 - INFO - __main__ - global_steps 554300 loss: 0.06423781 04/13/2022 18:42:12 - INFO - __main__ - global_steps 554350 loss: 0.04878097 04/13/2022 18:42:16 - INFO - __main__ - global_steps 554400 loss: 0.10881038 04/13/2022 18:42:21 - INFO - __main__ - global_steps 554450 loss: 0.07124828 04/13/2022 18:42:26 - INFO - __main__ - global_steps 554500 loss: 0.05822386 04/13/2022 18:42:31 - INFO - __main__ - global_steps 554550 loss: 0.07184545 04/13/2022 18:42:35 - INFO - __main__ - global_steps 554600 loss: 0.05683603 04/13/2022 18:42:40 - INFO - __main__ - global_steps 554650 loss: 0.05642993 04/13/2022 18:42:45 - INFO - __main__ - global_steps 554700 loss: 0.08460672 04/13/2022 18:42:49 - INFO - __main__ - global_steps 554750 loss: 0.08646500 04/13/2022 18:42:54 - INFO - __main__ - global_steps 554800 loss: 0.07001244 04/13/2022 18:42:59 - INFO - __main__ - global_steps 554850 loss: 0.04800712 04/13/2022 18:43:04 - INFO - __main__ - global_steps 554900 loss: 0.09582904 04/13/2022 18:43:08 - INFO - __main__ - global_steps 554950 loss: 0.07897848 04/13/2022 18:43:13 - INFO - __main__ - global_steps 555000 loss: 0.05659450 04/13/2022 18:43:13 - INFO - __main__ - ********** Running evaluating ********** 04/13/2022 18:43:18 - INFO - __main__ - ########## val_ar_acc 0.6947791164658634 ########## 04/13/2022 18:43:22 - INFO - __main__ - ########## val_bg_acc 0.7389558232931727 ########## 04/13/2022 18:43:27 - INFO - __main__ - ########## val_de_acc 0.7433734939759036 ########## 04/13/2022 18:43:32 - INFO - __main__ - ########## val_el_acc 0.7317269076305221 ########## 04/13/2022 18:43:36 - INFO - __main__ - ########## val_en_acc 0.8401606425702811 ########## 04/13/2022 18:43:41 - INFO - __main__ - ########## val_es_acc 0.7775100401606426 ########## 04/13/2022 18:43:45 - INFO - __main__ - ########## val_fr_acc 0.7698795180722892 ########## 04/13/2022 18:43:50 - INFO - __main__ - ########## val_hi_acc 0.6670682730923695 ########## 04/13/2022 18:43:55 - INFO - __main__ - ########## val_ru_acc 0.7232931726907631 ########## 04/13/2022 18:43:59 - INFO - __main__ - ########## val_sw_acc 0.6429718875502008 ########## 04/13/2022 18:44:04 - INFO - __main__ - ########## val_th_acc 0.6763052208835342 ########## 04/13/2022 18:44:08 - INFO - __main__ - ########## val_tr_acc 0.6931726907630522 ########## 04/13/2022 18:44:13 - INFO - __main__ - ########## val_ur_acc 0.6112449799196787 ########## 04/13/2022 18:44:17 - INFO - __main__ - ########## val_vi_acc 0.7120481927710843 ########## 04/13/2022 18:44:22 - INFO - __main__ - ########## val_zh_acc 0.7164658634538152 ########## 04/13/2022 18:44:31 - INFO - __main__ - ########## test_ar_acc 0.7017964071856287 ########## 04/13/2022 18:44:40 - INFO - __main__ - ########## test_bg_acc 0.7397205588822355 ########## 04/13/2022 18:44:50 - INFO - __main__ - ########## test_de_acc 0.7427145708582834 ########## 04/13/2022 18:44:59 - INFO - __main__ - ########## test_el_acc 0.7241516966067865 ########## 04/13/2022 18:45:08 - INFO - __main__ - ########## test_en_acc 0.8355289421157684 ########## 04/13/2022 18:45:17 - INFO - __main__ - ########## test_es_acc 0.7758483033932135 ########## 04/13/2022 18:45:27 - INFO - __main__ - ########## test_fr_acc 0.7730538922155689 ########## 04/13/2022 18:45:37 - INFO - __main__ - ########## test_hi_acc 0.6475049900199601 ########## 04/13/2022 18:45:46 - INFO - __main__ - ########## test_ru_acc 0.7245508982035929 ########## 04/13/2022 18:45:55 - INFO - __main__ - ########## test_sw_acc 0.6431137724550898 ########## 04/13/2022 18:46:04 - INFO - __main__ - ########## test_th_acc 0.6816367265469062 ########## 04/13/2022 18:46:13 - INFO - __main__ - ########## test_tr_acc 0.6902195608782435 ########## 04/13/2022 18:46:23 - INFO - __main__ - ########## test_ur_acc 0.6171656686626746 ########## 04/13/2022 18:46:32 - INFO - __main__ - ########## test_vi_acc 0.7117764471057885 ########## 04/13/2022 18:46:40 - INFO - __main__ - ########## test_zh_acc 0.7113772455089821 ########## 04/13/2022 18:46:40 - INFO - __main__ - val_ar_acc = 0.6947791164658634 04/13/2022 18:46:40 - INFO - __main__ - val_bg_acc = 0.7389558232931727 04/13/2022 18:46:40 - INFO - __main__ - val_de_acc = 0.7433734939759036 04/13/2022 18:46:40 - INFO - __main__ - val_el_acc = 0.7317269076305221 04/13/2022 18:46:40 - INFO - __main__ - val_en_acc = 0.8401606425702811 04/13/2022 18:46:40 - INFO - __main__ - val_es_acc = 0.7775100401606426 04/13/2022 18:46:40 - INFO - __main__ - val_fr_acc = 0.7698795180722892 04/13/2022 18:46:40 - INFO - __main__ - val_hi_acc = 0.6670682730923695 04/13/2022 18:46:40 - INFO - __main__ - val_ru_acc = 0.7232931726907631 04/13/2022 18:46:40 - INFO - __main__ - val_sw_acc = 0.6429718875502008 04/13/2022 18:46:40 - INFO - __main__ - val_th_acc = 0.6763052208835342 04/13/2022 18:46:40 - INFO - __main__ - val_tr_acc = 0.6931726907630522 04/13/2022 18:46:40 - INFO - __main__ - val_ur_acc = 0.6112449799196787 04/13/2022 18:46:40 - INFO - __main__ - val_vi_acc = 0.7120481927710843 04/13/2022 18:46:40 - INFO - __main__ - val_zh_acc = 0.7164658634538152 04/13/2022 18:46:40 - INFO - __main__ - val_avg_acc = 0.7159303882195449 04/13/2022 18:46:40 - INFO - __main__ - test_ar_acc = 0.7017964071856287 04/13/2022 18:46:40 - INFO - __main__ - test_bg_acc = 0.7397205588822355 04/13/2022 18:46:40 - INFO - __main__ - test_de_acc = 0.7427145708582834 04/13/2022 18:46:40 - INFO - __main__ - test_el_acc = 0.7241516966067865 04/13/2022 18:46:40 - INFO - __main__ - test_en_acc = 0.8355289421157684 04/13/2022 18:46:40 - INFO - __main__ - test_es_acc = 0.7758483033932135 04/13/2022 18:46:40 - INFO - __main__ - test_fr_acc = 0.7730538922155689 04/13/2022 18:46:40 - INFO - __main__ - test_hi_acc = 0.6475049900199601 04/13/2022 18:46:40 - INFO - __main__ - test_ru_acc = 0.7245508982035929 04/13/2022 18:46:40 - INFO - __main__ - test_sw_acc = 0.6431137724550898 04/13/2022 18:46:40 - INFO - __main__ - test_th_acc = 0.6816367265469062 04/13/2022 18:46:40 - INFO - __main__ - test_tr_acc = 0.6902195608782435 04/13/2022 18:46:40 - INFO - __main__ - test_ur_acc = 0.6171656686626746 04/13/2022 18:46:40 - INFO - __main__ - test_vi_acc = 0.7117764471057885 04/13/2022 18:46:40 - INFO - __main__ - test_zh_acc = 0.7113772455089821 04/13/2022 18:46:40 - INFO - __main__ - test_avg_acc = 0.7146773120425817 04/13/2022 18:46:41 - INFO - utils - remove old ckpt: xnli_right_avg_new/ckpt/step-555000-test_avg_acc-0.7146773120425817-val_avg_acc-0.7159303882195449 04/13/2022 18:46:41 - INFO - __main__ - ********** Evaluating Done ********** 04/13/2022 18:46:46 - INFO - __main__ - global_steps 555050 loss: 0.05766423 04/13/2022 18:46:51 - INFO - __main__ - global_steps 555100 loss: 0.07874983 04/13/2022 18:46:56 - INFO - __main__ - global_steps 555150 loss: 0.05532640 04/13/2022 18:47:00 - INFO - __main__ - global_steps 555200 loss: 0.08468824 04/13/2022 18:47:05 - INFO - __main__ - global_steps 555250 loss: 0.06726302 04/13/2022 18:47:10 - INFO - __main__ - global_steps 555300 loss: 0.07118467 04/13/2022 18:47:14 - INFO - __main__ - global_steps 555350 loss: 0.07983064 04/13/2022 18:47:19 - INFO - __main__ - global_steps 555400 loss: 0.03570797 04/13/2022 18:47:24 - INFO - __main__ - global_steps 555450 loss: 0.06093700 04/13/2022 18:47:28 - INFO - __main__ - global_steps 555500 loss: 0.05627813 04/13/2022 18:47:33 - INFO - __main__ - global_steps 555550 loss: 0.06997105 04/13/2022 18:47:37 - INFO - __main__ - global_steps 555600 loss: 0.07308022 04/13/2022 18:47:42 - INFO - __main__ - global_steps 555650 loss: 0.08931024 04/13/2022 18:47:47 - INFO - __main__ - global_steps 555700 loss: 0.04437288 04/13/2022 18:47:51 - INFO - __main__ - global_steps 555750 loss: 0.05726679 04/13/2022 18:47:56 - INFO - __main__ - global_steps 555800 loss: 0.05309668 04/13/2022 18:48:01 - INFO - __main__ - global_steps 555850 loss: 0.06309167 04/13/2022 18:48:05 - INFO - __main__ - global_steps 555900 loss: 0.03892042 04/13/2022 18:48:10 - INFO - __main__ - global_steps 555950 loss: 0.04088242 04/13/2022 18:48:15 - INFO - __main__ - global_steps 556000 loss: 0.07558603 04/13/2022 18:48:20 - INFO - __main__ - global_steps 556050 loss: 0.10244629 04/13/2022 18:48:24 - INFO - __main__ - global_steps 556100 loss: 0.07941081 04/13/2022 18:48:29 - INFO - __main__ - global_steps 556150 loss: 0.05289670 04/13/2022 18:48:34 - INFO - __main__ - global_steps 556200 loss: 0.03349758 04/13/2022 18:48:39 - INFO - __main__ - global_steps 556250 loss: 0.08581535 04/13/2022 18:48:43 - INFO - __main__ - global_steps 556300 loss: 0.06083776 04/13/2022 18:48:48 - INFO - __main__ - global_steps 556350 loss: 0.05987898 04/13/2022 18:48:53 - INFO - __main__ - global_steps 556400 loss: 0.08256934 04/13/2022 18:48:57 - INFO - __main__ - global_steps 556450 loss: 0.08217883 04/13/2022 18:49:02 - INFO - __main__ - global_steps 556500 loss: 0.08335604 04/13/2022 18:49:06 - INFO - __main__ - global_steps 556550 loss: 0.06659287 04/13/2022 18:49:10 - INFO - __main__ - global_steps 556600 loss: 0.07875543 04/13/2022 18:49:15 - INFO - __main__ - global_steps 556650 loss: 0.08798562 04/13/2022 18:49:20 - INFO - __main__ - global_steps 556700 loss: 0.09373103 04/13/2022 18:49:25 - INFO - __main__ - global_steps 556750 loss: 0.05892313 04/13/2022 18:49:29 - INFO - __main__ - global_steps 556800 loss: 0.06644058 04/13/2022 18:49:34 - INFO - __main__ - global_steps 556850 loss: 0.06947782 04/13/2022 18:49:39 - INFO - __main__ - global_steps 556900 loss: 0.04297469 04/13/2022 18:49:44 - INFO - __main__ - global_steps 556950 loss: 0.02949527 04/13/2022 18:49:48 - INFO - __main__ - global_steps 557000 loss: 0.05890860 04/13/2022 18:49:53 - INFO - __main__ - global_steps 557050 loss: 0.09899522 04/13/2022 18:49:58 - INFO - __main__ - global_steps 557100 loss: 0.09240626 04/13/2022 18:50:03 - INFO - __main__ - global_steps 557150 loss: 0.08228682 04/13/2022 18:50:07 - INFO - __main__ - global_steps 557200 loss: 0.04458471 04/13/2022 18:50:12 - INFO - __main__ - global_steps 557250 loss: 0.04300244 04/13/2022 18:50:17 - INFO - __main__ - global_steps 557300 loss: 0.04975021 04/13/2022 18:50:21 - INFO - __main__ - global_steps 557350 loss: 0.11973719 04/13/2022 18:50:26 - INFO - __main__ - global_steps 557400 loss: 0.06769927 04/13/2022 18:50:31 - INFO - __main__ - global_steps 557450 loss: 0.07348365 04/13/2022 18:50:36 - INFO - __main__ - global_steps 557500 loss: 0.05336703 04/13/2022 18:50:36 - INFO - __main__ - ********** Running evaluating ********** 04/13/2022 18:50:40 - INFO - __main__ - ########## val_ar_acc 0.7012048192771084 ########## 04/13/2022 18:50:44 - INFO - __main__ - ########## val_bg_acc 0.7409638554216867 ########## 04/13/2022 18:50:49 - INFO - __main__ - ########## val_de_acc 0.7502008032128514 ########## 04/13/2022 18:50:54 - INFO - __main__ - ########## val_el_acc 0.7393574297188755 ########## 04/13/2022 18:50:58 - INFO - __main__ - ########## val_en_acc 0.8377510040160643 ########## 04/13/2022 18:51:03 - INFO - __main__ - ########## val_es_acc 0.7767068273092369 ########## 04/13/2022 18:51:07 - INFO - __main__ - ########## val_fr_acc 0.7706827309236948 ########## 04/13/2022 18:51:12 - INFO - __main__ - ########## val_hi_acc 0.6662650602409639 ########## 04/13/2022 18:51:17 - INFO - __main__ - ########## val_ru_acc 0.7220883534136546 ########## 04/13/2022 18:51:21 - INFO - __main__ - ########## val_sw_acc 0.6550200803212851 ########## 04/13/2022 18:51:26 - INFO - __main__ - ########## val_th_acc 0.6791164658634539 ########## 04/13/2022 18:51:30 - INFO - __main__ - ########## val_tr_acc 0.7012048192771084 ########## 04/13/2022 18:51:35 - INFO - __main__ - ########## val_ur_acc 0.6289156626506024 ########## 04/13/2022 18:51:40 - INFO - __main__ - ########## val_vi_acc 0.7120481927710843 ########## 04/13/2022 18:51:44 - INFO - __main__ - ########## val_zh_acc 0.7293172690763052 ########## 04/13/2022 18:51:53 - INFO - __main__ - ########## test_ar_acc 0.7033932135728543 ########## 04/13/2022 18:52:03 - INFO - __main__ - ########## test_bg_acc 0.7469061876247505 ########## 04/13/2022 18:52:12 - INFO - __main__ - ########## test_de_acc 0.7502994011976047 ########## 04/13/2022 18:52:22 - INFO - __main__ - ########## test_el_acc 0.7331337325349302 ########## 04/13/2022 18:52:31 - INFO - __main__ - ########## test_en_acc 0.835129740518962 ########## 04/13/2022 18:52:40 - INFO - __main__ - ########## test_es_acc 0.7758483033932135 ########## 04/13/2022 18:52:49 - INFO - __main__ - ########## test_fr_acc 0.7710578842315369 ########## 04/13/2022 18:52:59 - INFO - __main__ - ########## test_hi_acc 0.6540918163672654 ########## 04/13/2022 18:53:09 - INFO - __main__ - ########## test_ru_acc 0.7285429141716567 ########## 04/13/2022 18:53:18 - INFO - __main__ - ########## test_sw_acc 0.6552894211576846 ########## 04/13/2022 18:53:27 - INFO - __main__ - ########## test_th_acc 0.689620758483034 ########## 04/13/2022 18:53:36 - INFO - __main__ - ########## test_tr_acc 0.6982035928143713 ########## 04/13/2022 18:53:45 - INFO - __main__ - ########## test_ur_acc 0.6213572854291417 ########## 04/13/2022 18:53:54 - INFO - __main__ - ########## test_vi_acc 0.717564870259481 ########## 04/13/2022 18:54:03 - INFO - __main__ - ########## test_zh_acc 0.7173652694610778 ########## 04/13/2022 18:54:03 - INFO - __main__ - val_ar_acc = 0.7012048192771084 04/13/2022 18:54:03 - INFO - __main__ - val_bg_acc = 0.7409638554216867 04/13/2022 18:54:03 - INFO - __main__ - val_de_acc = 0.7502008032128514 04/13/2022 18:54:03 - INFO - __main__ - val_el_acc = 0.7393574297188755 04/13/2022 18:54:03 - INFO - __main__ - val_en_acc = 0.8377510040160643 04/13/2022 18:54:03 - INFO - __main__ - val_es_acc = 0.7767068273092369 04/13/2022 18:54:03 - INFO - __main__ - val_fr_acc = 0.7706827309236948 04/13/2022 18:54:03 - INFO - __main__ - val_hi_acc = 0.6662650602409639 04/13/2022 18:54:03 - INFO - __main__ - val_ru_acc = 0.7220883534136546 04/13/2022 18:54:03 - INFO - __main__ - val_sw_acc = 0.6550200803212851 04/13/2022 18:54:03 - INFO - __main__ - val_th_acc = 0.6791164658634539 04/13/2022 18:54:03 - INFO - __main__ - val_tr_acc = 0.7012048192771084 04/13/2022 18:54:03 - INFO - __main__ - val_ur_acc = 0.6289156626506024 04/13/2022 18:54:03 - INFO - __main__ - val_vi_acc = 0.7120481927710843 04/13/2022 18:54:03 - INFO - __main__ - val_zh_acc = 0.7293172690763052 04/13/2022 18:54:03 - INFO - __main__ - val_avg_acc = 0.7207228915662651 04/13/2022 18:54:03 - INFO - __main__ - test_ar_acc = 0.7033932135728543 04/13/2022 18:54:03 - INFO - __main__ - test_bg_acc = 0.7469061876247505 04/13/2022 18:54:03 - INFO - __main__ - test_de_acc = 0.7502994011976047 04/13/2022 18:54:03 - INFO - __main__ - test_el_acc = 0.7331337325349302 04/13/2022 18:54:03 - INFO - __main__ - test_en_acc = 0.835129740518962 04/13/2022 18:54:03 - INFO - __main__ - test_es_acc = 0.7758483033932135 04/13/2022 18:54:03 - INFO - __main__ - test_fr_acc = 0.7710578842315369 04/13/2022 18:54:03 - INFO - __main__ - test_hi_acc = 0.6540918163672654 04/13/2022 18:54:03 - INFO - __main__ - test_ru_acc = 0.7285429141716567 04/13/2022 18:54:03 - INFO - __main__ - test_sw_acc = 0.6552894211576846 04/13/2022 18:54:03 - INFO - __main__ - test_th_acc = 0.689620758483034 04/13/2022 18:54:03 - INFO - __main__ - test_tr_acc = 0.6982035928143713 04/13/2022 18:54:03 - INFO - __main__ - test_ur_acc = 0.6213572854291417 04/13/2022 18:54:03 - INFO - __main__ - test_vi_acc = 0.717564870259481 04/13/2022 18:54:03 - INFO - __main__ - test_zh_acc = 0.7173652694610778 04/13/2022 18:54:03 - INFO - __main__ - test_avg_acc = 0.719853626081171 04/13/2022 18:54:04 - INFO - utils - remove old ckpt: xnli_right_avg_new/ckpt/step-557500-test_avg_acc-0.719853626081171-val_avg_acc-0.7207228915662651 04/13/2022 18:54:04 - INFO - __main__ - ********** Evaluating Done ********** 04/13/2022 18:54:09 - INFO - __main__ - global_steps 557550 loss: 0.03484973 04/13/2022 18:54:14 - INFO - __main__ - global_steps 557600 loss: 0.05591798 04/13/2022 18:54:18 - INFO - __main__ - global_steps 557650 loss: 0.03249979 04/13/2022 18:54:23 - INFO - __main__ - global_steps 557700 loss: 0.08489356 04/13/2022 18:54:28 - INFO - __main__ - global_steps 557750 loss: 0.05109572 04/13/2022 18:54:33 - INFO - __main__ - global_steps 557800 loss: 0.07107499 04/13/2022 18:54:37 - INFO - __main__ - global_steps 557850 loss: 0.09879019 04/13/2022 18:54:42 - INFO - __main__ - global_steps 557900 loss: 0.07501855 04/13/2022 18:54:47 - INFO - __main__ - global_steps 557950 loss: 0.04871608 04/13/2022 18:54:51 - INFO - __main__ - global_steps 558000 loss: 0.09140279 04/13/2022 18:54:56 - INFO - __main__ - global_steps 558050 loss: 0.09591047 04/13/2022 18:55:01 - INFO - __main__ - global_steps 558100 loss: 0.04843674 04/13/2022 18:55:06 - INFO - __main__ - global_steps 558150 loss: 0.05119968 04/13/2022 18:55:10 - INFO - __main__ - global_steps 558200 loss: 0.04190924 04/13/2022 18:55:15 - INFO - __main__ - global_steps 558250 loss: 0.08380188 04/13/2022 18:55:20 - INFO - __main__ - global_steps 558300 loss: 0.09025133 04/13/2022 18:55:25 - INFO - __main__ - global_steps 558350 loss: 0.04239301 04/13/2022 18:55:29 - INFO - __main__ - global_steps 558400 loss: 0.04399141 04/13/2022 18:55:34 - INFO - __main__ - global_steps 558450 loss: 0.08261602 04/13/2022 18:55:39 - INFO - __main__ - global_steps 558500 loss: 0.05276106 04/13/2022 18:55:44 - INFO - __main__ - global_steps 558550 loss: 0.06636624 04/13/2022 18:55:48 - INFO - __main__ - global_steps 558600 loss: 0.07167030 04/13/2022 18:55:53 - INFO - __main__ - global_steps 558650 loss: 0.05816313 04/13/2022 18:55:58 - INFO - __main__ - global_steps 558700 loss: 0.04352757 04/13/2022 18:56:02 - INFO - __main__ - global_steps 558750 loss: 0.07599628 04/13/2022 18:56:07 - INFO - __main__ - global_steps 558800 loss: 0.05732104 04/13/2022 18:56:12 - INFO - __main__ - global_steps 558850 loss: 0.11305281 04/13/2022 18:56:16 - INFO - __main__ - global_steps 558900 loss: 0.07265723 04/13/2022 18:56:21 - INFO - __main__ - global_steps 558950 loss: 0.05340463 04/13/2022 18:56:26 - INFO - __main__ - global_steps 559000 loss: 0.08220622 04/13/2022 18:56:31 - INFO - __main__ - global_steps 559050 loss: 0.03957458 04/13/2022 18:56:35 - INFO - __main__ - global_steps 559100 loss: 0.08376993 04/13/2022 18:56:40 - INFO - __main__ - global_steps 559150 loss: 0.04981663 04/13/2022 18:56:45 - INFO - __main__ - global_steps 559200 loss: 0.07736746 04/13/2022 18:56:50 - INFO - __main__ - global_steps 559250 loss: 0.07179286 04/13/2022 18:56:54 - INFO - __main__ - global_steps 559300 loss: 0.06547344 04/13/2022 18:56:59 - INFO - __main__ - global_steps 559350 loss: 0.03822402 04/13/2022 18:57:04 - INFO - __main__ - global_steps 559400 loss: 0.06165338 04/13/2022 18:57:08 - INFO - __main__ - global_steps 559450 loss: 0.07086665 04/13/2022 18:57:13 - INFO - __main__ - global_steps 559500 loss: 0.09704608 04/13/2022 18:57:18 - INFO - __main__ - global_steps 559550 loss: 0.03849755 04/13/2022 18:57:23 - INFO - __main__ - global_steps 559600 loss: 0.08675700 04/13/2022 18:57:27 - INFO - __main__ - global_steps 559650 loss: 0.08045914 04/13/2022 18:57:32 - INFO - __main__ - global_steps 559700 loss: 0.04580218 04/13/2022 18:57:36 - INFO - __main__ - global_steps 559750 loss: 0.04353441 04/13/2022 18:57:41 - INFO - __main__ - global_steps 559800 loss: 0.03380681 04/13/2022 18:57:45 - INFO - __main__ - global_steps 559850 loss: 0.06966989 04/13/2022 18:57:49 - INFO - __main__ - global_steps 559900 loss: 0.07630666 04/13/2022 18:57:54 - INFO - __main__ - global_steps 559950 loss: 0.06315010 04/13/2022 18:57:58 - INFO - __main__ - global_steps 560000 loss: 0.09013536 04/13/2022 18:57:58 - INFO - __main__ - ********** Running evaluating ********** 04/13/2022 18:58:02 - INFO - __main__ - ########## val_ar_acc 0.6871485943775101 ########## 04/13/2022 18:58:07 - INFO - __main__ - ########## val_bg_acc 0.7337349397590361 ########## 04/13/2022 18:58:11 - INFO - __main__ - ########## val_de_acc 0.7481927710843373 ########## 04/13/2022 18:58:16 - INFO - __main__ - ########## val_el_acc 0.7253012048192771 ########## 04/13/2022 18:58:20 - INFO - __main__ - ########## val_en_acc 0.8377510040160643 ########## 04/13/2022 18:58:25 - INFO - __main__ - ########## val_es_acc 0.7694779116465863 ########## 04/13/2022 18:58:29 - INFO - __main__ - ########## val_fr_acc 0.7670682730923695 ########## 04/13/2022 18:58:34 - INFO - __main__ - ########## val_hi_acc 0.6694779116465863 ########## 04/13/2022 18:58:39 - INFO - __main__ - ########## val_ru_acc 0.7172690763052209 ########## 04/13/2022 18:58:43 - INFO - __main__ - ########## val_sw_acc 0.6329317269076306 ########## 04/13/2022 18:58:48 - INFO - __main__ - ########## val_th_acc 0.6710843373493975 ########## 04/13/2022 18:58:52 - INFO - __main__ - ########## val_tr_acc 0.6971887550200804 ########## 04/13/2022 18:58:57 - INFO - __main__ - ########## val_ur_acc 0.6160642570281124 ########## 04/13/2022 18:59:02 - INFO - __main__ - ########## val_vi_acc 0.702008032128514 ########## 04/13/2022 18:59:06 - INFO - __main__ - ########## val_zh_acc 0.7164658634538152 ########## 04/13/2022 18:59:15 - INFO - __main__ - ########## test_ar_acc 0.704191616766467 ########## 04/13/2022 18:59:25 - INFO - __main__ - ########## test_bg_acc 0.7463073852295409 ########## 04/13/2022 18:59:34 - INFO - __main__ - ########## test_de_acc 0.7451097804391218 ########## 04/13/2022 18:59:44 - INFO - __main__ - ########## test_el_acc 0.7237524950099801 ########## 04/13/2022 18:59:52 - INFO - __main__ - ########## test_en_acc 0.8389221556886227 ########## 04/13/2022 19:00:01 - INFO - __main__ - ########## test_es_acc 0.7736526946107785 ########## 04/13/2022 19:00:10 - INFO - __main__ - ########## test_fr_acc 0.7710578842315369 ########## 04/13/2022 19:00:20 - INFO - __main__ - ########## test_hi_acc 0.654690618762475 ########## 04/13/2022 19:00:29 - INFO - __main__ - ########## test_ru_acc 0.7251497005988023 ########## 04/13/2022 19:00:38 - INFO - __main__ - ########## test_sw_acc 0.6500998003992016 ########## 04/13/2022 19:00:46 - INFO - __main__ - ########## test_th_acc 0.6822355289421158 ########## 04/13/2022 19:00:54 - INFO - __main__ - ########## test_tr_acc 0.692814371257485 ########## 04/13/2022 19:01:04 - INFO - __main__ - ########## test_ur_acc 0.6183632734530938 ########## 04/13/2022 19:01:12 - INFO - __main__ - ########## test_vi_acc 0.7149700598802395 ########## 04/13/2022 19:01:21 - INFO - __main__ - ########## test_zh_acc 0.7115768463073853 ########## 04/13/2022 19:01:21 - INFO - __main__ - val_ar_acc = 0.6871485943775101 04/13/2022 19:01:21 - INFO - __main__ - val_bg_acc = 0.7337349397590361 04/13/2022 19:01:21 - INFO - __main__ - val_de_acc = 0.7481927710843373 04/13/2022 19:01:21 - INFO - __main__ - val_el_acc = 0.7253012048192771 04/13/2022 19:01:21 - INFO - __main__ - val_en_acc = 0.8377510040160643 04/13/2022 19:01:21 - INFO - __main__ - val_es_acc = 0.7694779116465863 04/13/2022 19:01:21 - INFO - __main__ - val_fr_acc = 0.7670682730923695 04/13/2022 19:01:21 - INFO - __main__ - val_hi_acc = 0.6694779116465863 04/13/2022 19:01:21 - INFO - __main__ - val_ru_acc = 0.7172690763052209 04/13/2022 19:01:21 - INFO - __main__ - val_sw_acc = 0.6329317269076306 04/13/2022 19:01:21 - INFO - __main__ - val_th_acc = 0.6710843373493975 04/13/2022 19:01:21 - INFO - __main__ - val_tr_acc = 0.6971887550200804 04/13/2022 19:01:21 - INFO - __main__ - val_ur_acc = 0.6160642570281124 04/13/2022 19:01:21 - INFO - __main__ - val_vi_acc = 0.702008032128514 04/13/2022 19:01:21 - INFO - __main__ - val_zh_acc = 0.7164658634538152 04/13/2022 19:01:21 - INFO - __main__ - val_avg_acc = 0.7127443105756358 04/13/2022 19:01:21 - INFO - __main__ - test_ar_acc = 0.704191616766467 04/13/2022 19:01:21 - INFO - __main__ - test_bg_acc = 0.7463073852295409 04/13/2022 19:01:21 - INFO - __main__ - test_de_acc = 0.7451097804391218 04/13/2022 19:01:21 - INFO - __main__ - test_el_acc = 0.7237524950099801 04/13/2022 19:01:21 - INFO - __main__ - test_en_acc = 0.8389221556886227 04/13/2022 19:01:21 - INFO - __main__ - test_es_acc = 0.7736526946107785 04/13/2022 19:01:21 - INFO - __main__ - test_fr_acc = 0.7710578842315369 04/13/2022 19:01:21 - INFO - __main__ - test_hi_acc = 0.654690618762475 04/13/2022 19:01:21 - INFO - __main__ - test_ru_acc = 0.7251497005988023 04/13/2022 19:01:21 - INFO - __main__ - test_sw_acc = 0.6500998003992016 04/13/2022 19:01:21 - INFO - __main__ - test_th_acc = 0.6822355289421158 04/13/2022 19:01:21 - INFO - __main__ - test_tr_acc = 0.692814371257485 04/13/2022 19:01:21 - INFO - __main__ - test_ur_acc = 0.6183632734530938 04/13/2022 19:01:21 - INFO - __main__ - test_vi_acc = 0.7149700598802395 04/13/2022 19:01:21 - INFO - __main__ - test_zh_acc = 0.7115768463073853 04/13/2022 19:01:21 - INFO - __main__ - test_avg_acc = 0.7168596141051231 04/13/2022 19:01:22 - INFO - utils - remove old ckpt: xnli_right_avg_new/ckpt/step-560000-test_avg_acc-0.7168596141051231-val_avg_acc-0.7127443105756358 04/13/2022 19:01:22 - INFO - __main__ - ********** Evaluating Done ********** 04/13/2022 19:01:27 - INFO - __main__ - global_steps 560050 loss: 0.03012867 04/13/2022 19:01:32 - INFO - __main__ - global_steps 560100 loss: 0.04954945 04/13/2022 19:01:36 - INFO - __main__ - global_steps 560150 loss: 0.09189665 04/13/2022 19:01:41 - INFO - __main__ - global_steps 560200 loss: 0.04111822 04/13/2022 19:01:46 - INFO - __main__ - global_steps 560250 loss: 0.06315052 04/13/2022 19:01:50 - INFO - __main__ - global_steps 560300 loss: 0.10215273 04/13/2022 19:01:55 - INFO - __main__ - global_steps 560350 loss: 0.04932149 04/13/2022 19:02:00 - INFO - __main__ - global_steps 560400 loss: 0.06559108 04/13/2022 19:02:04 - INFO - __main__ - global_steps 560450 loss: 0.07818703 04/13/2022 19:02:08 - INFO - __main__ - global_steps 560500 loss: 0.07351851 04/13/2022 19:02:13 - INFO - __main__ - global_steps 560550 loss: 0.05481129 04/13/2022 19:02:17 - INFO - __main__ - global_steps 560600 loss: 0.03918039 04/13/2022 19:02:22 - INFO - __main__ - global_steps 560650 loss: 0.03545722 04/13/2022 19:02:26 - INFO - __main__ - global_steps 560700 loss: 0.05694039 04/13/2022 19:02:30 - INFO - __main__ - global_steps 560750 loss: 0.04975428 04/13/2022 19:02:35 - INFO - __main__ - global_steps 560800 loss: 0.05043678 04/13/2022 19:02:39 - INFO - __main__ - global_steps 560850 loss: 0.07188949 04/13/2022 19:02:43 - INFO - __main__ - global_steps 560900 loss: 0.05075113 04/13/2022 19:02:48 - INFO - __main__ - global_steps 560950 loss: 0.03435437 04/13/2022 19:02:52 - INFO - __main__ - global_steps 561000 loss: 0.04445349 04/13/2022 19:02:56 - INFO - __main__ - global_steps 561050 loss: 0.05508244 04/13/2022 19:03:01 - INFO - __main__ - global_steps 561100 loss: 0.06476373 04/13/2022 19:03:05 - INFO - __main__ - global_steps 561150 loss: 0.06458400 04/13/2022 19:03:10 - INFO - __main__ - global_steps 561200 loss: 0.04172056 04/13/2022 19:03:15 - INFO - __main__ - global_steps 561250 loss: 0.04463372 04/13/2022 19:03:19 - INFO - __main__ - global_steps 561300 loss: 0.06680431 04/13/2022 19:03:24 - INFO - __main__ - global_steps 561350 loss: 0.09421697 04/13/2022 19:03:29 - INFO - __main__ - global_steps 561400 loss: 0.07449165 04/13/2022 19:03:34 - INFO - __main__ - global_steps 561450 loss: 0.06942465 04/13/2022 19:03:38 - INFO - __main__ - global_steps 561500 loss: 0.06594988 04/13/2022 19:03:43 - INFO - __main__ - global_steps 561550 loss: 0.05475494 04/13/2022 19:03:47 - INFO - __main__ - global_steps 561600 loss: 0.05418023 04/13/2022 19:03:52 - INFO - __main__ - global_steps 561650 loss: 0.05231470 04/13/2022 19:03:57 - INFO - __main__ - global_steps 561700 loss: 0.09392591 04/13/2022 19:04:02 - INFO - __main__ - global_steps 561750 loss: 0.10551616 04/13/2022 19:04:06 - INFO - __main__ - global_steps 561800 loss: 0.05222407 04/13/2022 19:04:11 - INFO - __main__ - global_steps 561850 loss: 0.12765917 04/13/2022 19:04:16 - INFO - __main__ - global_steps 561900 loss: 0.05817745 04/13/2022 19:04:21 - INFO - __main__ - global_steps 561950 loss: 0.08702900 04/13/2022 19:04:25 - INFO - __main__ - global_steps 562000 loss: 0.07662299 04/13/2022 19:04:30 - INFO - __main__ - global_steps 562050 loss: 0.06894431 04/13/2022 19:04:34 - INFO - __main__ - global_steps 562100 loss: 0.04738809 04/13/2022 19:04:39 - INFO - __main__ - global_steps 562150 loss: 0.05644688 04/13/2022 19:04:44 - INFO - __main__ - global_steps 562200 loss: 0.07589815 04/13/2022 19:04:48 - INFO - __main__ - global_steps 562250 loss: 0.06713911 04/13/2022 19:04:53 - INFO - __main__ - global_steps 562300 loss: 0.09080933 04/13/2022 19:04:58 - INFO - __main__ - global_steps 562350 loss: 0.06319796 04/13/2022 19:05:03 - INFO - __main__ - global_steps 562400 loss: 0.08924875 04/13/2022 19:05:08 - INFO - __main__ - global_steps 562450 loss: 0.04649323 04/13/2022 19:05:12 - INFO - __main__ - global_steps 562500 loss: 0.06368508 04/13/2022 19:05:12 - INFO - __main__ - ********** Running evaluating ********** 04/13/2022 19:05:17 - INFO - __main__ - ########## val_ar_acc 0.7 ########## 04/13/2022 19:05:21 - INFO - __main__ - ########## val_bg_acc 0.7321285140562249 ########## 04/13/2022 19:05:25 - INFO - __main__ - ########## val_de_acc 0.751004016064257 ########## 04/13/2022 19:05:30 - INFO - __main__ - ########## val_el_acc 0.734136546184739 ########## 04/13/2022 19:05:34 - INFO - __main__ - ########## val_en_acc 0.8389558232931726 ########## 04/13/2022 19:05:38 - INFO - __main__ - ########## val_es_acc 0.7759036144578313 ########## 04/13/2022 19:05:43 - INFO - __main__ - ########## val_fr_acc 0.7706827309236948 ########## 04/13/2022 19:05:47 - INFO - __main__ - ########## val_hi_acc 0.6630522088353413 ########## 04/13/2022 19:05:52 - INFO - __main__ - ########## val_ru_acc 0.7220883534136546 ########## 04/13/2022 19:05:56 - INFO - __main__ - ########## val_sw_acc 0.6437751004016065 ########## 04/13/2022 19:06:00 - INFO - __main__ - ########## val_th_acc 0.6847389558232931 ########## 04/13/2022 19:06:04 - INFO - __main__ - ########## val_tr_acc 0.6967871485943775 ########## 04/13/2022 19:06:09 - INFO - __main__ - ########## val_ur_acc 0.6176706827309237 ########## 04/13/2022 19:06:13 - INFO - __main__ - ########## val_vi_acc 0.7080321285140563 ########## 04/13/2022 19:06:17 - INFO - __main__ - ########## val_zh_acc 0.7228915662650602 ########## 04/13/2022 19:06:26 - INFO - __main__ - ########## test_ar_acc 0.7027944111776447 ########## 04/13/2022 19:06:35 - INFO - __main__ - ########## test_bg_acc 0.7497005988023953 ########## 04/13/2022 19:06:44 - INFO - __main__ - ########## test_de_acc 0.7469061876247505 ########## 04/13/2022 19:06:53 - INFO - __main__ - ########## test_el_acc 0.7273453093812375 ########## 04/13/2022 19:07:02 - INFO - __main__ - ########## test_en_acc 0.835129740518962 ########## 04/13/2022 19:07:11 - INFO - __main__ - ########## test_es_acc 0.7744510978043913 ########## 04/13/2022 19:07:20 - INFO - __main__ - ########## test_fr_acc 0.774251497005988 ########## 04/13/2022 19:07:30 - INFO - __main__ - ########## test_hi_acc 0.6489021956087825 ########## 04/13/2022 19:07:39 - INFO - __main__ - ########## test_ru_acc 0.7305389221556886 ########## 04/13/2022 19:07:47 - INFO - __main__ - ########## test_sw_acc 0.6489021956087825 ########## 04/13/2022 19:07:56 - INFO - __main__ - ########## test_th_acc 0.6874251497005988 ########## 04/13/2022 19:08:04 - INFO - __main__ - ########## test_tr_acc 0.6964071856287425 ########## 04/13/2022 19:08:13 - INFO - __main__ - ########## test_ur_acc 0.6191616766467066 ########## 04/13/2022 19:08:22 - INFO - __main__ - ########## test_vi_acc 0.7169660678642714 ########## 04/13/2022 19:08:30 - INFO - __main__ - ########## test_zh_acc 0.7193612774451098 ########## 04/13/2022 19:08:30 - INFO - __main__ - val_ar_acc = 0.7 04/13/2022 19:08:30 - INFO - __main__ - val_bg_acc = 0.7321285140562249 04/13/2022 19:08:30 - INFO - __main__ - val_de_acc = 0.751004016064257 04/13/2022 19:08:30 - INFO - __main__ - val_el_acc = 0.734136546184739 04/13/2022 19:08:30 - INFO - __main__ - val_en_acc = 0.8389558232931726 04/13/2022 19:08:30 - INFO - __main__ - val_es_acc = 0.7759036144578313 04/13/2022 19:08:30 - INFO - __main__ - val_fr_acc = 0.7706827309236948 04/13/2022 19:08:30 - INFO - __main__ - val_hi_acc = 0.6630522088353413 04/13/2022 19:08:30 - INFO - __main__ - val_ru_acc = 0.7220883534136546 04/13/2022 19:08:30 - INFO - __main__ - val_sw_acc = 0.6437751004016065 04/13/2022 19:08:30 - INFO - __main__ - val_th_acc = 0.6847389558232931 04/13/2022 19:08:30 - INFO - __main__ - val_tr_acc = 0.6967871485943775 04/13/2022 19:08:30 - INFO - __main__ - val_ur_acc = 0.6176706827309237 04/13/2022 19:08:30 - INFO - __main__ - val_vi_acc = 0.7080321285140563 04/13/2022 19:08:30 - INFO - __main__ - val_zh_acc = 0.7228915662650602 04/13/2022 19:08:30 - INFO - __main__ - val_avg_acc = 0.7174564926372157 04/13/2022 19:08:30 - INFO - __main__ - test_ar_acc = 0.7027944111776447 04/13/2022 19:08:30 - INFO - __main__ - test_bg_acc = 0.7497005988023953 04/13/2022 19:08:30 - INFO - __main__ - test_de_acc = 0.7469061876247505 04/13/2022 19:08:30 - INFO - __main__ - test_el_acc = 0.7273453093812375 04/13/2022 19:08:30 - INFO - __main__ - test_en_acc = 0.835129740518962 04/13/2022 19:08:30 - INFO - __main__ - test_es_acc = 0.7744510978043913 04/13/2022 19:08:30 - INFO - __main__ - test_fr_acc = 0.774251497005988 04/13/2022 19:08:30 - INFO - __main__ - test_hi_acc = 0.6489021956087825 04/13/2022 19:08:30 - INFO - __main__ - test_ru_acc = 0.7305389221556886 04/13/2022 19:08:30 - INFO - __main__ - test_sw_acc = 0.6489021956087825 04/13/2022 19:08:30 - INFO - __main__ - test_th_acc = 0.6874251497005988 04/13/2022 19:08:30 - INFO - __main__ - test_tr_acc = 0.6964071856287425 04/13/2022 19:08:30 - INFO - __main__ - test_ur_acc = 0.6191616766467066 04/13/2022 19:08:30 - INFO - __main__ - test_vi_acc = 0.7169660678642714 04/13/2022 19:08:30 - INFO - __main__ - test_zh_acc = 0.7193612774451098 04/13/2022 19:08:30 - INFO - __main__ - test_avg_acc = 0.7185495675316035 04/13/2022 19:08:32 - INFO - utils - remove old ckpt: xnli_right_avg_new/ckpt/step-562500-test_avg_acc-0.7185495675316035-val_avg_acc-0.7174564926372157 04/13/2022 19:08:32 - INFO - __main__ - ********** Evaluating Done ********** 04/13/2022 19:08:36 - INFO - __main__ - global_steps 562550 loss: 0.05665968 04/13/2022 19:08:41 - INFO - __main__ - global_steps 562600 loss: 0.06415460 04/13/2022 19:08:45 - INFO - __main__ - global_steps 562650 loss: 0.08768389 04/13/2022 19:08:49 - INFO - __main__ - global_steps 562700 loss: 0.07604634 04/13/2022 19:08:54 - INFO - __main__ - global_steps 562750 loss: 0.06002879 04/13/2022 19:08:58 - INFO - __main__ - global_steps 562800 loss: 0.09911912 04/13/2022 19:09:02 - INFO - __main__ - global_steps 562850 loss: 0.05605174 04/13/2022 19:09:07 - INFO - __main__ - global_steps 562900 loss: 0.08889776 04/13/2022 19:09:11 - INFO - __main__ - global_steps 562950 loss: 0.04099136 04/13/2022 19:09:15 - INFO - __main__ - global_steps 563000 loss: 0.05958661 04/13/2022 19:09:20 - INFO - __main__ - global_steps 563050 loss: 0.07751965 04/13/2022 19:09:24 - INFO - __main__ - global_steps 563100 loss: 0.04250097 04/13/2022 19:09:28 - INFO - __main__ - global_steps 563150 loss: 0.06372707 04/13/2022 19:09:33 - INFO - __main__ - global_steps 563200 loss: 0.06507228 04/13/2022 19:09:37 - INFO - __main__ - global_steps 563250 loss: 0.08186681 04/13/2022 19:09:41 - INFO - __main__ - global_steps 563300 loss: 0.06135306 04/13/2022 19:09:46 - INFO - __main__ - global_steps 563350 loss: 0.05650010 04/13/2022 19:09:50 - INFO - __main__ - global_steps 563400 loss: 0.06982993 04/13/2022 19:09:55 - INFO - __main__ - global_steps 563450 loss: 0.04745722 04/13/2022 19:09:59 - INFO - __main__ - global_steps 563500 loss: 0.04141475 04/13/2022 19:10:03 - INFO - __main__ - global_steps 563550 loss: 0.05367852 04/13/2022 19:10:08 - INFO - __main__ - global_steps 563600 loss: 0.08653348 04/13/2022 19:10:12 - INFO - __main__ - global_steps 563650 loss: 0.04776774 04/13/2022 19:10:16 - INFO - __main__ - global_steps 563700 loss: 0.07765576 04/13/2022 19:10:21 - INFO - __main__ - global_steps 563750 loss: 0.09448945 04/13/2022 19:10:25 - INFO - __main__ - global_steps 563800 loss: 0.05976862 04/13/2022 19:10:29 - INFO - __main__ - global_steps 563850 loss: 0.05898064 04/13/2022 19:10:34 - INFO - __main__ - global_steps 563900 loss: 0.05935132 04/13/2022 19:10:38 - INFO - __main__ - global_steps 563950 loss: 0.04755137 04/13/2022 19:10:43 - INFO - __main__ - global_steps 564000 loss: 0.04839906 04/13/2022 19:10:47 - INFO - __main__ - global_steps 564050 loss: 0.08991974 04/13/2022 19:10:51 - INFO - __main__ - global_steps 564100 loss: 0.07625259 04/13/2022 19:10:56 - INFO - __main__ - global_steps 564150 loss: 0.06754103 04/13/2022 19:11:00 - INFO - __main__ - global_steps 564200 loss: 0.08513670 04/13/2022 19:11:04 - INFO - __main__ - global_steps 564250 loss: 0.07334091 04/13/2022 19:11:09 - INFO - __main__ - global_steps 564300 loss: 0.03013330 04/13/2022 19:11:13 - INFO - __main__ - global_steps 564350 loss: 0.05561994 04/13/2022 19:11:17 - INFO - __main__ - global_steps 564400 loss: 0.05375883 04/13/2022 19:11:22 - INFO - __main__ - global_steps 564450 loss: 0.09251504 04/13/2022 19:11:26 - INFO - __main__ - global_steps 564500 loss: 0.04402051 04/13/2022 19:11:30 - INFO - __main__ - global_steps 564550 loss: 0.07409785 04/13/2022 19:11:35 - INFO - __main__ - global_steps 564600 loss: 0.05176212 04/13/2022 19:11:39 - INFO - __main__ - global_steps 564650 loss: 0.10320277 04/13/2022 19:11:44 - INFO - __main__ - global_steps 564700 loss: 0.05961846 04/13/2022 19:11:48 - INFO - __main__ - global_steps 564750 loss: 0.05360219 04/13/2022 19:11:52 - INFO - __main__ - global_steps 564800 loss: 0.06764061 04/13/2022 19:11:57 - INFO - __main__ - global_steps 564850 loss: 0.05700437 04/13/2022 19:12:01 - INFO - __main__ - global_steps 564900 loss: 0.07469228 04/13/2022 19:12:05 - INFO - __main__ - global_steps 564950 loss: 0.07110002 04/13/2022 19:12:10 - INFO - __main__ - global_steps 565000 loss: 0.07097816 04/13/2022 19:12:10 - INFO - __main__ - ********** Running evaluating ********** 04/13/2022 19:12:14 - INFO - __main__ - ########## val_ar_acc 0.6755020080321286 ########## 04/13/2022 19:12:18 - INFO - __main__ - ########## val_bg_acc 0.7281124497991968 ########## 04/13/2022 19:12:23 - INFO - __main__ - ########## val_de_acc 0.744578313253012 ########## 04/13/2022 19:12:27 - INFO - __main__ - ########## val_el_acc 0.7261044176706827 ########## 04/13/2022 19:12:31 - INFO - __main__ - ########## val_en_acc 0.8425702811244979 ########## 04/13/2022 19:12:36 - INFO - __main__ - ########## val_es_acc 0.7755020080321285 ########## 04/13/2022 19:12:40 - INFO - __main__ - ########## val_fr_acc 0.7606425702811245 ########## 04/13/2022 19:12:45 - INFO - __main__ - ########## val_hi_acc 0.6642570281124498 ########## 04/13/2022 19:12:49 - INFO - __main__ - ########## val_ru_acc 0.7152610441767068 ########## 04/13/2022 19:12:54 - INFO - __main__ - ########## val_sw_acc 0.6321285140562249 ########## 04/13/2022 19:12:58 - INFO - __main__ - ########## val_th_acc 0.6763052208835342 ########## 04/13/2022 19:13:02 - INFO - __main__ - ########## val_tr_acc 0.7004016064257028 ########## 04/13/2022 19:13:07 - INFO - __main__ - ########## val_ur_acc 0.6132530120481928 ########## 04/13/2022 19:13:11 - INFO - __main__ - ########## val_vi_acc 0.7040160642570281 ########## 04/13/2022 19:13:16 - INFO - __main__ - ########## val_zh_acc 0.7269076305220884 ########## 04/13/2022 19:13:25 - INFO - __main__ - ########## test_ar_acc 0.6954091816367265 ########## 04/13/2022 19:13:34 - INFO - __main__ - ########## test_bg_acc 0.744311377245509 ########## 04/13/2022 19:13:44 - INFO - __main__ - ########## test_de_acc 0.7463073852295409 ########## 04/13/2022 19:13:53 - INFO - __main__ - ########## test_el_acc 0.7247504990019961 ########## 04/13/2022 19:14:02 - INFO - __main__ - ########## test_en_acc 0.8369261477045908 ########## 04/13/2022 19:14:11 - INFO - __main__ - ########## test_es_acc 0.7746506986027945 ########## 04/13/2022 19:14:21 - INFO - __main__ - ########## test_fr_acc 0.7714570858283433 ########## 04/13/2022 19:14:31 - INFO - __main__ - ########## test_hi_acc 0.6471057884231537 ########## 04/13/2022 19:14:40 - INFO - __main__ - ########## test_ru_acc 0.7281437125748503 ########## 04/13/2022 19:14:49 - INFO - __main__ - ########## test_sw_acc 0.6409181636726546 ########## 04/13/2022 19:14:58 - INFO - __main__ - ########## test_th_acc 0.6798403193612774 ########## 04/13/2022 19:15:07 - INFO - __main__ - ########## test_tr_acc 0.6926147704590818 ########## 04/13/2022 19:15:16 - INFO - __main__ - ########## test_ur_acc 0.6207584830339321 ########## 04/13/2022 19:15:25 - INFO - __main__ - ########## test_vi_acc 0.716566866267465 ########## 04/13/2022 19:15:35 - INFO - __main__ - ########## test_zh_acc 0.7119760479041917 ########## 04/13/2022 19:15:35 - INFO - __main__ - val_ar_acc = 0.6755020080321286 04/13/2022 19:15:35 - INFO - __main__ - val_bg_acc = 0.7281124497991968 04/13/2022 19:15:35 - INFO - __main__ - val_de_acc = 0.744578313253012 04/13/2022 19:15:35 - INFO - __main__ - val_el_acc = 0.7261044176706827 04/13/2022 19:15:35 - INFO - __main__ - val_en_acc = 0.8425702811244979 04/13/2022 19:15:35 - INFO - __main__ - val_es_acc = 0.7755020080321285 04/13/2022 19:15:35 - INFO - __main__ - val_fr_acc = 0.7606425702811245 04/13/2022 19:15:35 - INFO - __main__ - val_hi_acc = 0.6642570281124498 04/13/2022 19:15:35 - INFO - __main__ - val_ru_acc = 0.7152610441767068 04/13/2022 19:15:35 - INFO - __main__ - val_sw_acc = 0.6321285140562249 04/13/2022 19:15:35 - INFO - __main__ - val_th_acc = 0.6763052208835342 04/13/2022 19:15:35 - INFO - __main__ - val_tr_acc = 0.7004016064257028 04/13/2022 19:15:35 - INFO - __main__ - val_ur_acc = 0.6132530120481928 04/13/2022 19:15:35 - INFO - __main__ - val_vi_acc = 0.7040160642570281 04/13/2022 19:15:35 - INFO - __main__ - val_zh_acc = 0.7269076305220884 04/13/2022 19:15:35 - INFO - __main__ - val_avg_acc = 0.7123694779116465 04/13/2022 19:15:35 - INFO - __main__ - test_ar_acc = 0.6954091816367265 04/13/2022 19:15:35 - INFO - __main__ - test_bg_acc = 0.744311377245509 04/13/2022 19:15:35 - INFO - __main__ - test_de_acc = 0.7463073852295409 04/13/2022 19:15:35 - INFO - __main__ - test_el_acc = 0.7247504990019961 04/13/2022 19:15:35 - INFO - __main__ - test_en_acc = 0.8369261477045908 04/13/2022 19:15:35 - INFO - __main__ - test_es_acc = 0.7746506986027945 04/13/2022 19:15:35 - INFO - __main__ - test_fr_acc = 0.7714570858283433 04/13/2022 19:15:35 - INFO - __main__ - test_hi_acc = 0.6471057884231537 04/13/2022 19:15:35 - INFO - __main__ - test_ru_acc = 0.7281437125748503 04/13/2022 19:15:35 - INFO - __main__ - test_sw_acc = 0.6409181636726546 04/13/2022 19:15:35 - INFO - __main__ - test_th_acc = 0.6798403193612774 04/13/2022 19:15:35 - INFO - __main__ - test_tr_acc = 0.6926147704590818 04/13/2022 19:15:35 - INFO - __main__ - test_ur_acc = 0.6207584830339321 04/13/2022 19:15:35 - INFO - __main__ - test_vi_acc = 0.716566866267465 04/13/2022 19:15:35 - INFO - __main__ - test_zh_acc = 0.7119760479041917 04/13/2022 19:15:35 - INFO - __main__ - test_avg_acc = 0.7154491017964072 04/13/2022 19:15:36 - INFO - utils - remove old ckpt: xnli_right_avg_new/ckpt/step-565000-test_avg_acc-0.7154491017964072-val_avg_acc-0.7123694779116465 04/13/2022 19:15:36 - INFO - __main__ - ********** Evaluating Done ********** 04/13/2022 19:15:41 - INFO - __main__ - global_steps 565050 loss: 0.06981076 04/13/2022 19:15:45 - INFO - __main__ - global_steps 565100 loss: 0.06939862 04/13/2022 19:15:50 - INFO - __main__ - global_steps 565150 loss: 0.05800241 04/13/2022 19:15:55 - INFO - __main__ - global_steps 565200 loss: 0.03263560 04/13/2022 19:16:00 - INFO - __main__ - global_steps 565250 loss: 0.07442704 04/13/2022 19:16:04 - INFO - __main__ - global_steps 565300 loss: 0.10416725 04/13/2022 19:16:09 - INFO - __main__ - global_steps 565350 loss: 0.07512847 04/13/2022 19:16:14 - INFO - __main__ - global_steps 565400 loss: 0.07112838 04/13/2022 19:16:18 - INFO - __main__ - global_steps 565450 loss: 0.08363970 04/13/2022 19:16:23 - INFO - __main__ - global_steps 565500 loss: 0.04873058 04/13/2022 19:16:28 - INFO - __main__ - global_steps 565550 loss: 0.05300569 04/13/2022 19:16:33 - INFO - __main__ - global_steps 565600 loss: 0.06567331 04/13/2022 19:16:37 - INFO - __main__ - global_steps 565650 loss: 0.06875398 04/13/2022 19:16:41 - INFO - __main__ - global_steps 565700 loss: 0.07605611 04/13/2022 19:16:46 - INFO - __main__ - global_steps 565750 loss: 0.03486142 04/13/2022 19:16:50 - INFO - __main__ - global_steps 565800 loss: 0.03645885 04/13/2022 19:16:55 - INFO - __main__ - global_steps 565850 loss: 0.07039834 04/13/2022 19:17:00 - INFO - __main__ - global_steps 565900 loss: 0.10303931 04/13/2022 19:17:04 - INFO - __main__ - global_steps 565950 loss: 0.04404912 04/13/2022 19:17:09 - INFO - __main__ - global_steps 566000 loss: 0.08052433 04/13/2022 19:17:14 - INFO - __main__ - global_steps 566050 loss: 0.04643823 04/13/2022 19:17:19 - INFO - __main__ - global_steps 566100 loss: 0.05081344 04/13/2022 19:17:23 - INFO - __main__ - global_steps 566150 loss: 0.05239716 04/13/2022 19:17:28 - INFO - __main__ - global_steps 566200 loss: 0.08813029 04/13/2022 19:17:33 - INFO - __main__ - global_steps 566250 loss: 0.07866482 04/13/2022 19:17:38 - INFO - __main__ - global_steps 566300 loss: 0.08485063 04/13/2022 19:17:42 - INFO - __main__ - global_steps 566350 loss: 0.04461904 04/13/2022 19:17:47 - INFO - __main__ - global_steps 566400 loss: 0.05859968 04/13/2022 19:17:52 - INFO - __main__ - global_steps 566450 loss: 0.08572587 04/13/2022 19:17:56 - INFO - __main__ - global_steps 566500 loss: 0.11224684 04/13/2022 19:18:01 - INFO - __main__ - global_steps 566550 loss: 0.04807466 04/13/2022 19:18:06 - INFO - __main__ - global_steps 566600 loss: 0.07638245 04/13/2022 19:18:11 - INFO - __main__ - global_steps 566650 loss: 0.09416753 04/13/2022 19:18:15 - INFO - __main__ - global_steps 566700 loss: 0.05116941 04/13/2022 19:18:20 - INFO - __main__ - global_steps 566750 loss: 0.04307760 04/13/2022 19:18:25 - INFO - __main__ - global_steps 566800 loss: 0.07531000 04/13/2022 19:18:30 - INFO - __main__ - global_steps 566850 loss: 0.07465629 04/13/2022 19:18:34 - INFO - __main__ - global_steps 566900 loss: 0.07669592 04/13/2022 19:18:39 - INFO - __main__ - global_steps 566950 loss: 0.07437147 04/13/2022 19:18:44 - INFO - __main__ - global_steps 567000 loss: 0.05288531 04/13/2022 19:18:48 - INFO - __main__ - global_steps 567050 loss: 0.10167760 04/13/2022 19:18:53 - INFO - __main__ - global_steps 567100 loss: 0.07708863 04/13/2022 19:18:58 - INFO - __main__ - global_steps 567150 loss: 0.05050094 04/13/2022 19:19:02 - INFO - __main__ - global_steps 567200 loss: 0.07928653 04/13/2022 19:19:07 - INFO - __main__ - global_steps 567250 loss: 0.05781768 04/13/2022 19:19:12 - INFO - __main__ - global_steps 567300 loss: 0.06097437 04/13/2022 19:19:16 - INFO - __main__ - global_steps 567350 loss: 0.05547323 04/13/2022 19:19:21 - INFO - __main__ - global_steps 567400 loss: 0.05138031 04/13/2022 19:19:26 - INFO - __main__ - global_steps 567450 loss: 0.07505777 04/13/2022 19:19:31 - INFO - __main__ - global_steps 567500 loss: 0.05317430 04/13/2022 19:19:31 - INFO - __main__ - ********** Running evaluating ********** 04/13/2022 19:19:35 - INFO - __main__ - ########## val_ar_acc 0.6759036144578313 ########## 04/13/2022 19:19:40 - INFO - __main__ - ########## val_bg_acc 0.7333333333333333 ########## 04/13/2022 19:19:44 - INFO - __main__ - ########## val_de_acc 0.7313253012048193 ########## 04/13/2022 19:19:49 - INFO - __main__ - ########## val_el_acc 0.7200803212851405 ########## 04/13/2022 19:19:53 - INFO - __main__ - ########## val_en_acc 0.8365461847389558 ########## 04/13/2022 19:19:58 - INFO - __main__ - ########## val_es_acc 0.7738955823293173 ########## 04/13/2022 19:20:02 - INFO - __main__ - ########## val_fr_acc 0.7646586345381526 ########## 04/13/2022 19:20:07 - INFO - __main__ - ########## val_hi_acc 0.6522088353413654 ########## 04/13/2022 19:20:12 - INFO - __main__ - ########## val_ru_acc 0.7144578313253012 ########## 04/13/2022 19:20:17 - INFO - __main__ - ########## val_sw_acc 0.6321285140562249 ########## 04/13/2022 19:20:21 - INFO - __main__ - ########## val_th_acc 0.6718875502008033 ########## 04/13/2022 19:20:25 - INFO - __main__ - ########## val_tr_acc 0.691566265060241 ########## 04/13/2022 19:20:30 - INFO - __main__ - ########## val_ur_acc 0.6132530120481928 ########## 04/13/2022 19:20:35 - INFO - __main__ - ########## val_vi_acc 0.7016064257028113 ########## 04/13/2022 19:20:39 - INFO - __main__ - ########## val_zh_acc 0.7232931726907631 ########## 04/13/2022 19:20:48 - INFO - __main__ - ########## test_ar_acc 0.6900199600798403 ########## 04/13/2022 19:20:58 - INFO - __main__ - ########## test_bg_acc 0.7379241516966067 ########## 04/13/2022 19:21:07 - INFO - __main__ - ########## test_de_acc 0.7429141716566866 ########## 04/13/2022 19:21:17 - INFO - __main__ - ########## test_el_acc 0.7157684630738523 ########## 04/13/2022 19:21:26 - INFO - __main__ - ########## test_en_acc 0.8389221556886227 ########## 04/13/2022 19:21:35 - INFO - __main__ - ########## test_es_acc 0.7724550898203593 ########## 04/13/2022 19:21:44 - INFO - __main__ - ########## test_fr_acc 0.7688622754491018 ########## 04/13/2022 19:21:54 - INFO - __main__ - ########## test_hi_acc 0.6431137724550898 ########## 04/13/2022 19:22:04 - INFO - __main__ - ########## test_ru_acc 0.7187624750499002 ########## 04/13/2022 19:22:13 - INFO - __main__ - ########## test_sw_acc 0.6425149700598802 ########## 04/13/2022 19:22:22 - INFO - __main__ - ########## test_th_acc 0.6736526946107785 ########## 04/13/2022 19:22:31 - INFO - __main__ - ########## test_tr_acc 0.6856287425149701 ########## 04/13/2022 19:22:41 - INFO - __main__ - ########## test_ur_acc 0.6131736526946108 ########## 04/13/2022 19:22:50 - INFO - __main__ - ########## test_vi_acc 0.7117764471057885 ########## 04/13/2022 19:22:59 - INFO - __main__ - ########## test_zh_acc 0.7047904191616766 ########## 04/13/2022 19:22:59 - INFO - __main__ - val_ar_acc = 0.6759036144578313 04/13/2022 19:22:59 - INFO - __main__ - val_bg_acc = 0.7333333333333333 04/13/2022 19:22:59 - INFO - __main__ - val_de_acc = 0.7313253012048193 04/13/2022 19:22:59 - INFO - __main__ - val_el_acc = 0.7200803212851405 04/13/2022 19:22:59 - INFO - __main__ - val_en_acc = 0.8365461847389558 04/13/2022 19:22:59 - INFO - __main__ - val_es_acc = 0.7738955823293173 04/13/2022 19:22:59 - INFO - __main__ - val_fr_acc = 0.7646586345381526 04/13/2022 19:22:59 - INFO - __main__ - val_hi_acc = 0.6522088353413654 04/13/2022 19:22:59 - INFO - __main__ - val_ru_acc = 0.7144578313253012 04/13/2022 19:22:59 - INFO - __main__ - val_sw_acc = 0.6321285140562249 04/13/2022 19:22:59 - INFO - __main__ - val_th_acc = 0.6718875502008033 04/13/2022 19:22:59 - INFO - __main__ - val_tr_acc = 0.691566265060241 04/13/2022 19:22:59 - INFO - __main__ - val_ur_acc = 0.6132530120481928 04/13/2022 19:22:59 - INFO - __main__ - val_vi_acc = 0.7016064257028113 04/13/2022 19:22:59 - INFO - __main__ - val_zh_acc = 0.7232931726907631 04/13/2022 19:22:59 - INFO - __main__ - val_avg_acc = 0.7090763052208835 04/13/2022 19:22:59 - INFO - __main__ - test_ar_acc = 0.6900199600798403 04/13/2022 19:22:59 - INFO - __main__ - test_bg_acc = 0.7379241516966067 04/13/2022 19:22:59 - INFO - __main__ - test_de_acc = 0.7429141716566866 04/13/2022 19:22:59 - INFO - __main__ - test_el_acc = 0.7157684630738523 04/13/2022 19:22:59 - INFO - __main__ - test_en_acc = 0.8389221556886227 04/13/2022 19:22:59 - INFO - __main__ - test_es_acc = 0.7724550898203593 04/13/2022 19:22:59 - INFO - __main__ - test_fr_acc = 0.7688622754491018 04/13/2022 19:22:59 - INFO - __main__ - test_hi_acc = 0.6431137724550898 04/13/2022 19:22:59 - INFO - __main__ - test_ru_acc = 0.7187624750499002 04/13/2022 19:22:59 - INFO - __main__ - test_sw_acc = 0.6425149700598802 04/13/2022 19:22:59 - INFO - __main__ - test_th_acc = 0.6736526946107785 04/13/2022 19:22:59 - INFO - __main__ - test_tr_acc = 0.6856287425149701 04/13/2022 19:22:59 - INFO - __main__ - test_ur_acc = 0.6131736526946108 04/13/2022 19:22:59 - INFO - __main__ - test_vi_acc = 0.7117764471057885 04/13/2022 19:22:59 - INFO - __main__ - test_zh_acc = 0.7047904191616766 04/13/2022 19:22:59 - INFO - __main__ - test_avg_acc = 0.7106852960745177 04/13/2022 19:23:00 - INFO - utils - remove old ckpt: xnli_right_avg_new/ckpt/step-567500-test_avg_acc-0.7106852960745177-val_avg_acc-0.7090763052208835 04/13/2022 19:23:00 - INFO - __main__ - ********** Evaluating Done ********** 04/13/2022 19:23:05 - INFO - __main__ - global_steps 567550 loss: 0.05402998 04/13/2022 19:23:10 - INFO - __main__ - global_steps 567600 loss: 0.05368303 04/13/2022 19:23:14 - INFO - __main__ - global_steps 567650 loss: 0.06835178 04/13/2022 19:23:19 - INFO - __main__ - global_steps 567700 loss: 0.05963995 04/13/2022 19:23:24 - INFO - __main__ - global_steps 567750 loss: 0.05987298 04/13/2022 19:23:29 - INFO - __main__ - global_steps 567800 loss: 0.04596714 04/13/2022 19:23:33 - INFO - __main__ - global_steps 567850 loss: 0.07537476 04/13/2022 19:23:38 - INFO - __main__ - global_steps 567900 loss: 0.06138543 04/13/2022 19:23:42 - INFO - __main__ - global_steps 567950 loss: 0.06041393 04/13/2022 19:23:47 - INFO - __main__ - global_steps 568000 loss: 0.06419270 04/13/2022 19:23:51 - INFO - __main__ - global_steps 568050 loss: 0.06605848 04/13/2022 19:23:56 - INFO - __main__ - global_steps 568100 loss: 0.05373556 04/13/2022 19:24:00 - INFO - __main__ - global_steps 568150 loss: 0.07806343 04/13/2022 19:24:05 - INFO - __main__ - global_steps 568200 loss: 0.06680746 04/13/2022 19:24:10 - INFO - __main__ - global_steps 568250 loss: 0.02945685 04/13/2022 19:24:14 - INFO - __main__ - global_steps 568300 loss: 0.06041049 04/13/2022 19:24:19 - INFO - __main__ - global_steps 568350 loss: 0.06564518 04/13/2022 19:24:24 - INFO - __main__ - global_steps 568400 loss: 0.05765905 04/13/2022 19:24:29 - INFO - __main__ - global_steps 568450 loss: 0.04811577 04/13/2022 19:24:33 - INFO - __main__ - global_steps 568500 loss: 0.05343013 04/13/2022 19:24:38 - INFO - __main__ - global_steps 568550 loss: 0.05555115 04/13/2022 19:24:42 - INFO - __main__ - global_steps 568600 loss: 0.08382251 04/13/2022 19:24:47 - INFO - __main__ - global_steps 568650 loss: 0.03918035 04/13/2022 19:24:51 - INFO - __main__ - global_steps 568700 loss: 0.04635919 04/13/2022 19:24:56 - INFO - __main__ - global_steps 568750 loss: 0.08913090 04/13/2022 19:25:00 - INFO - __main__ - global_steps 568800 loss: 0.03230106 04/13/2022 19:25:05 - INFO - __main__ - global_steps 568850 loss: 0.03585670 04/13/2022 19:25:09 - INFO - __main__ - global_steps 568900 loss: 0.07834883 04/13/2022 19:25:14 - INFO - __main__ - global_steps 568950 loss: 0.16568904 04/13/2022 19:25:19 - INFO - __main__ - global_steps 569000 loss: 0.09136003 04/13/2022 19:25:24 - INFO - __main__ - global_steps 569050 loss: 0.06410893 04/13/2022 19:25:28 - INFO - __main__ - global_steps 569100 loss: 0.07550171 04/13/2022 19:25:33 - INFO - __main__ - global_steps 569150 loss: 0.05141615 04/13/2022 19:25:38 - INFO - __main__ - global_steps 569200 loss: 0.06544246 04/13/2022 19:25:43 - INFO - __main__ - global_steps 569250 loss: 0.05470393 04/13/2022 19:25:47 - INFO - __main__ - global_steps 569300 loss: 0.09634157 04/13/2022 19:25:52 - INFO - __main__ - global_steps 569350 loss: 0.11024804 04/13/2022 19:25:57 - INFO - __main__ - global_steps 569400 loss: 0.08330204 04/13/2022 19:26:01 - INFO - __main__ - global_steps 569450 loss: 0.05650077 04/13/2022 19:26:06 - INFO - __main__ - global_steps 569500 loss: 0.05621113 04/13/2022 19:26:11 - INFO - __main__ - global_steps 569550 loss: 0.06387975 04/13/2022 19:26:16 - INFO - __main__ - global_steps 569600 loss: 0.06158980 04/13/2022 19:26:20 - INFO - __main__ - global_steps 569650 loss: 0.06428509 04/13/2022 19:26:25 - INFO - __main__ - global_steps 569700 loss: 0.07284308 04/13/2022 19:26:30 - INFO - __main__ - global_steps 569750 loss: 0.07419722 04/13/2022 19:26:34 - INFO - __main__ - global_steps 569800 loss: 0.03801225 04/13/2022 19:26:39 - INFO - __main__ - global_steps 569850 loss: 0.07806789 04/13/2022 19:26:44 - INFO - __main__ - global_steps 569900 loss: 0.07241521 04/13/2022 19:26:48 - INFO - __main__ - global_steps 569950 loss: 0.02799789 04/13/2022 19:26:53 - INFO - __main__ - global_steps 570000 loss: 0.04413426 04/13/2022 19:26:53 - INFO - __main__ - ********** Running evaluating ********** 04/13/2022 19:26:57 - INFO - __main__ - ########## val_ar_acc 0.695582329317269 ########## 04/13/2022 19:27:02 - INFO - __main__ - ########## val_bg_acc 0.7409638554216867 ########## 04/13/2022 19:27:06 - INFO - __main__ - ########## val_de_acc 0.757429718875502 ########## 04/13/2022 19:27:11 - INFO - __main__ - ########## val_el_acc 0.7397590361445783 ########## 04/13/2022 19:27:15 - INFO - __main__ - ########## val_en_acc 0.8461847389558232 ########## 04/13/2022 19:27:20 - INFO - __main__ - ########## val_es_acc 0.778714859437751 ########## 04/13/2022 19:27:24 - INFO - __main__ - ########## val_fr_acc 0.7706827309236948 ########## 04/13/2022 19:27:29 - INFO - __main__ - ########## val_hi_acc 0.6674698795180722 ########## 04/13/2022 19:27:34 - INFO - __main__ - ########## val_ru_acc 0.7232931726907631 ########## 04/13/2022 19:27:38 - INFO - __main__ - ########## val_sw_acc 0.6477911646586345 ########## 04/13/2022 19:27:43 - INFO - __main__ - ########## val_th_acc 0.6835341365461848 ########## 04/13/2022 19:27:47 - INFO - __main__ - ########## val_tr_acc 0.7032128514056225 ########## 04/13/2022 19:27:52 - INFO - __main__ - ########## val_ur_acc 0.623293172690763 ########## 04/13/2022 19:27:56 - INFO - __main__ - ########## val_vi_acc 0.7068273092369478 ########## 04/13/2022 19:28:01 - INFO - __main__ - ########## val_zh_acc 0.7228915662650602 ########## 04/13/2022 19:28:10 - INFO - __main__ - ########## test_ar_acc 0.7121756487025949 ########## 04/13/2022 19:28:19 - INFO - __main__ - ########## test_bg_acc 0.7516966067864271 ########## 04/13/2022 19:28:28 - INFO - __main__ - ########## test_de_acc 0.755688622754491 ########## 04/13/2022 19:28:38 - INFO - __main__ - ########## test_el_acc 0.7323353293413174 ########## 04/13/2022 19:28:47 - INFO - __main__ - ########## test_en_acc 0.8467065868263473 ########## 04/13/2022 19:28:56 - INFO - __main__ - ########## test_es_acc 0.7844311377245509 ########## 04/13/2022 19:29:05 - INFO - __main__ - ########## test_fr_acc 0.7780439121756487 ########## 04/13/2022 19:29:15 - INFO - __main__ - ########## test_hi_acc 0.6614770459081837 ########## 04/13/2022 19:29:25 - INFO - __main__ - ########## test_ru_acc 0.7303393213572854 ########## 04/13/2022 19:29:34 - INFO - __main__ - ########## test_sw_acc 0.6596806387225549 ########## 04/13/2022 19:29:43 - INFO - __main__ - ########## test_th_acc 0.6864271457085829 ########## 04/13/2022 19:29:51 - INFO - __main__ - ########## test_tr_acc 0.7015968063872255 ########## 04/13/2022 19:30:01 - INFO - __main__ - ########## test_ur_acc 0.6361277445109781 ########## 04/13/2022 19:30:10 - INFO - __main__ - ########## test_vi_acc 0.7203592814371258 ########## 04/13/2022 19:30:19 - INFO - __main__ - ########## test_zh_acc 0.7177644710578842 ########## 04/13/2022 19:30:19 - INFO - __main__ - val_ar_acc = 0.695582329317269 04/13/2022 19:30:19 - INFO - __main__ - val_bg_acc = 0.7409638554216867 04/13/2022 19:30:19 - INFO - __main__ - val_de_acc = 0.757429718875502 04/13/2022 19:30:19 - INFO - __main__ - val_el_acc = 0.7397590361445783 04/13/2022 19:30:19 - INFO - __main__ - val_en_acc = 0.8461847389558232 04/13/2022 19:30:19 - INFO - __main__ - val_es_acc = 0.778714859437751 04/13/2022 19:30:19 - INFO - __main__ - val_fr_acc = 0.7706827309236948 04/13/2022 19:30:19 - INFO - __main__ - val_hi_acc = 0.6674698795180722 04/13/2022 19:30:19 - INFO - __main__ - val_ru_acc = 0.7232931726907631 04/13/2022 19:30:19 - INFO - __main__ - val_sw_acc = 0.6477911646586345 04/13/2022 19:30:19 - INFO - __main__ - val_th_acc = 0.6835341365461848 04/13/2022 19:30:19 - INFO - __main__ - val_tr_acc = 0.7032128514056225 04/13/2022 19:30:19 - INFO - __main__ - val_ur_acc = 0.623293172690763 04/13/2022 19:30:19 - INFO - __main__ - val_vi_acc = 0.7068273092369478 04/13/2022 19:30:19 - INFO - __main__ - val_zh_acc = 0.7228915662650602 04/13/2022 19:30:19 - INFO - __main__ - val_avg_acc = 0.7205087014725569 04/13/2022 19:30:19 - INFO - __main__ - test_ar_acc = 0.7121756487025949 04/13/2022 19:30:19 - INFO - __main__ - test_bg_acc = 0.7516966067864271 04/13/2022 19:30:19 - INFO - __main__ - test_de_acc = 0.755688622754491 04/13/2022 19:30:19 - INFO - __main__ - test_el_acc = 0.7323353293413174 04/13/2022 19:30:19 - INFO - __main__ - test_en_acc = 0.8467065868263473 04/13/2022 19:30:19 - INFO - __main__ - test_es_acc = 0.7844311377245509 04/13/2022 19:30:19 - INFO - __main__ - test_fr_acc = 0.7780439121756487 04/13/2022 19:30:19 - INFO - __main__ - test_hi_acc = 0.6614770459081837 04/13/2022 19:30:19 - INFO - __main__ - test_ru_acc = 0.7303393213572854 04/13/2022 19:30:19 - INFO - __main__ - test_sw_acc = 0.6596806387225549 04/13/2022 19:30:19 - INFO - __main__ - test_th_acc = 0.6864271457085829 04/13/2022 19:30:19 - INFO - __main__ - test_tr_acc = 0.7015968063872255 04/13/2022 19:30:19 - INFO - __main__ - test_ur_acc = 0.6361277445109781 04/13/2022 19:30:19 - INFO - __main__ - test_vi_acc = 0.7203592814371258 04/13/2022 19:30:19 - INFO - __main__ - test_zh_acc = 0.7177644710578842 04/13/2022 19:30:19 - INFO - __main__ - test_avg_acc = 0.7249900199600798 04/13/2022 19:30:21 - INFO - utils - remove old ckpt: xnli_right_avg_new/ckpt/step-570000-test_avg_acc-0.7249900199600798-val_avg_acc-0.7205087014725569 04/13/2022 19:30:21 - INFO - __main__ - ********** Evaluating Done ********** 04/13/2022 19:30:26 - INFO - __main__ - global_steps 570050 loss: 0.05879614 04/13/2022 19:30:30 - INFO - __main__ - global_steps 570100 loss: 0.05610882 04/13/2022 19:30:35 - INFO - __main__ - global_steps 570150 loss: 0.08417308 04/13/2022 19:30:40 - INFO - __main__ - global_steps 570200 loss: 0.06865038 04/13/2022 19:30:45 - INFO - __main__ - global_steps 570250 loss: 0.07569720 04/13/2022 19:30:49 - INFO - __main__ - global_steps 570300 loss: 0.05458043 04/13/2022 19:30:54 - INFO - __main__ - global_steps 570350 loss: 0.04251226 04/13/2022 19:30:59 - INFO - __main__ - global_steps 570400 loss: 0.09404029 04/13/2022 19:31:03 - INFO - __main__ - global_steps 570450 loss: 0.04613602 04/13/2022 19:31:08 - INFO - __main__ - global_steps 570500 loss: 0.07188944 04/13/2022 19:31:13 - INFO - __main__ - global_steps 570550 loss: 0.08905502 04/13/2022 19:31:18 - INFO - __main__ - global_steps 570600 loss: 0.05373749 04/13/2022 19:31:22 - INFO - __main__ - global_steps 570650 loss: 0.05509574 04/13/2022 19:31:27 - INFO - __main__ - global_steps 570700 loss: 0.04556743 04/13/2022 19:31:32 - INFO - __main__ - global_steps 570750 loss: 0.06784070 04/13/2022 19:31:37 - INFO - __main__ - global_steps 570800 loss: 0.05135165 04/13/2022 19:31:41 - INFO - __main__ - global_steps 570850 loss: 0.08337505 04/13/2022 19:31:46 - INFO - __main__ - global_steps 570900 loss: 0.05018600 04/13/2022 19:31:51 - INFO - __main__ - global_steps 570950 loss: 0.08888727 04/13/2022 19:31:55 - INFO - __main__ - global_steps 571000 loss: 0.02706705 04/13/2022 19:32:00 - INFO - __main__ - global_steps 571050 loss: 0.08232316 04/13/2022 19:32:05 - INFO - __main__ - global_steps 571100 loss: 0.02194275 04/13/2022 19:32:09 - INFO - __main__ - global_steps 571150 loss: 0.07561938 04/13/2022 19:32:14 - INFO - __main__ - global_steps 571200 loss: 0.10393863 04/13/2022 19:32:18 - INFO - __main__ - global_steps 571250 loss: 0.05092078 04/13/2022 19:32:23 - INFO - __main__ - global_steps 571300 loss: 0.03238809 04/13/2022 19:32:27 - INFO - __main__ - global_steps 571350 loss: 0.04443385 04/13/2022 19:32:32 - INFO - __main__ - global_steps 571400 loss: 0.08870741 04/13/2022 19:32:37 - INFO - __main__ - global_steps 571450 loss: 0.07114330 04/13/2022 19:32:41 - INFO - __main__ - global_steps 571500 loss: 0.08677712 04/13/2022 19:32:46 - INFO - __main__ - global_steps 571550 loss: 0.03969108 04/13/2022 19:32:51 - INFO - __main__ - global_steps 571600 loss: 0.03066443 04/13/2022 19:32:56 - INFO - __main__ - global_steps 571650 loss: 0.06932301 04/13/2022 19:33:00 - INFO - __main__ - global_steps 571700 loss: 0.06498410 04/13/2022 19:33:05 - INFO - __main__ - global_steps 571750 loss: 0.08940704 04/13/2022 19:33:09 - INFO - __main__ - global_steps 571800 loss: 0.06112410 04/13/2022 19:33:14 - INFO - __main__ - global_steps 571850 loss: 0.06720400 04/13/2022 19:33:19 - INFO - __main__ - global_steps 571900 loss: 0.06327515 04/13/2022 19:33:24 - INFO - __main__ - global_steps 571950 loss: 0.02525720 04/13/2022 19:33:28 - INFO - __main__ - global_steps 572000 loss: 0.04748516 04/13/2022 19:33:33 - INFO - __main__ - global_steps 572050 loss: 0.09704333 04/13/2022 19:33:38 - INFO - __main__ - global_steps 572100 loss: 0.07383293 04/13/2022 19:33:42 - INFO - __main__ - global_steps 572150 loss: 0.06203363 04/13/2022 19:33:47 - INFO - __main__ - global_steps 572200 loss: 0.03623981 04/13/2022 19:33:51 - INFO - __main__ - global_steps 572250 loss: 0.03147279 04/13/2022 19:33:56 - INFO - __main__ - global_steps 572300 loss: 0.06224412 04/13/2022 19:34:00 - INFO - __main__ - global_steps 572350 loss: 0.08778346 04/13/2022 19:34:05 - INFO - __main__ - global_steps 572400 loss: 0.03601095 04/13/2022 19:34:10 - INFO - __main__ - global_steps 572450 loss: 0.05386361 04/13/2022 19:34:15 - INFO - __main__ - global_steps 572500 loss: 0.06118376 04/13/2022 19:34:15 - INFO - __main__ - ********** Running evaluating ********** 04/13/2022 19:34:19 - INFO - __main__ - ########## val_ar_acc 0.6987951807228916 ########## 04/13/2022 19:34:24 - INFO - __main__ - ########## val_bg_acc 0.7453815261044177 ########## 04/13/2022 19:34:28 - INFO - __main__ - ########## val_de_acc 0.7493975903614458 ########## 04/13/2022 19:34:32 - INFO - __main__ - ########## val_el_acc 0.738152610441767 ########## 04/13/2022 19:34:37 - INFO - __main__ - ########## val_en_acc 0.846987951807229 ########## 04/13/2022 19:34:41 - INFO - __main__ - ########## val_es_acc 0.785140562248996 ########## 04/13/2022 19:34:46 - INFO - __main__ - ########## val_fr_acc 0.7795180722891566 ########## 04/13/2022 19:34:51 - INFO - __main__ - ########## val_hi_acc 0.6730923694779116 ########## 04/13/2022 19:34:55 - INFO - __main__ - ########## val_ru_acc 0.7289156626506024 ########## 04/13/2022 19:35:00 - INFO - __main__ - ########## val_sw_acc 0.6506024096385542 ########## 04/13/2022 19:35:04 - INFO - __main__ - ########## val_th_acc 0.6895582329317269 ########## 04/13/2022 19:35:08 - INFO - __main__ - ########## val_tr_acc 0.7008032128514057 ########## 04/13/2022 19:35:13 - INFO - __main__ - ########## val_ur_acc 0.6253012048192771 ########## 04/13/2022 19:35:17 - INFO - __main__ - ########## val_vi_acc 0.7112449799196787 ########## 04/13/2022 19:35:22 - INFO - __main__ - ########## val_zh_acc 0.7369477911646586 ########## 04/13/2022 19:35:31 - INFO - __main__ - ########## test_ar_acc 0.7077844311377246 ########## 04/13/2022 19:35:40 - INFO - __main__ - ########## test_bg_acc 0.7536926147704591 ########## 04/13/2022 19:35:49 - INFO - __main__ - ########## test_de_acc 0.7550898203592814 ########## 04/13/2022 19:35:59 - INFO - __main__ - ########## test_el_acc 0.7357285429141717 ########## 04/13/2022 19:36:08 - INFO - __main__ - ########## test_en_acc 0.8399201596806387 ########## 04/13/2022 19:36:17 - INFO - __main__ - ########## test_es_acc 0.7884231536926147 ########## 04/13/2022 19:36:26 - INFO - __main__ - ########## test_fr_acc 0.7816367265469062 ########## 04/13/2022 19:36:36 - INFO - __main__ - ########## test_hi_acc 0.6580838323353293 ########## 04/13/2022 19:36:46 - INFO - __main__ - ########## test_ru_acc 0.7387225548902195 ########## 04/13/2022 19:36:54 - INFO - __main__ - ########## test_sw_acc 0.6608782435129741 ########## 04/13/2022 19:37:03 - INFO - __main__ - ########## test_th_acc 0.700998003992016 ########## 04/13/2022 19:37:11 - INFO - __main__ - ########## test_tr_acc 0.6982035928143713 ########## 04/13/2022 19:37:20 - INFO - __main__ - ########## test_ur_acc 0.6311377245508982 ########## 04/13/2022 19:37:29 - INFO - __main__ - ########## test_vi_acc 0.7313373253493014 ########## 04/13/2022 19:37:38 - INFO - __main__ - ########## test_zh_acc 0.7275449101796407 ########## 04/13/2022 19:37:38 - INFO - __main__ - val_ar_acc = 0.6987951807228916 04/13/2022 19:37:38 - INFO - __main__ - val_bg_acc = 0.7453815261044177 04/13/2022 19:37:38 - INFO - __main__ - val_de_acc = 0.7493975903614458 04/13/2022 19:37:38 - INFO - __main__ - val_el_acc = 0.738152610441767 04/13/2022 19:37:38 - INFO - __main__ - val_en_acc = 0.846987951807229 04/13/2022 19:37:38 - INFO - __main__ - val_es_acc = 0.785140562248996 04/13/2022 19:37:38 - INFO - __main__ - val_fr_acc = 0.7795180722891566 04/13/2022 19:37:38 - INFO - __main__ - val_hi_acc = 0.6730923694779116 04/13/2022 19:37:38 - INFO - __main__ - val_ru_acc = 0.7289156626506024 04/13/2022 19:37:38 - INFO - __main__ - val_sw_acc = 0.6506024096385542 04/13/2022 19:37:38 - INFO - __main__ - val_th_acc = 0.6895582329317269 04/13/2022 19:37:38 - INFO - __main__ - val_tr_acc = 0.7008032128514057 04/13/2022 19:37:38 - INFO - __main__ - val_ur_acc = 0.6253012048192771 04/13/2022 19:37:38 - INFO - __main__ - val_vi_acc = 0.7112449799196787 04/13/2022 19:37:38 - INFO - __main__ - val_zh_acc = 0.7369477911646586 04/13/2022 19:37:38 - INFO - __main__ - val_avg_acc = 0.7239892904953146 04/13/2022 19:37:38 - INFO - __main__ - test_ar_acc = 0.7077844311377246 04/13/2022 19:37:38 - INFO - __main__ - test_bg_acc = 0.7536926147704591 04/13/2022 19:37:38 - INFO - __main__ - test_de_acc = 0.7550898203592814 04/13/2022 19:37:38 - INFO - __main__ - test_el_acc = 0.7357285429141717 04/13/2022 19:37:38 - INFO - __main__ - test_en_acc = 0.8399201596806387 04/13/2022 19:37:38 - INFO - __main__ - test_es_acc = 0.7884231536926147 04/13/2022 19:37:38 - INFO - __main__ - test_fr_acc = 0.7816367265469062 04/13/2022 19:37:38 - INFO - __main__ - test_hi_acc = 0.6580838323353293 04/13/2022 19:37:38 - INFO - __main__ - test_ru_acc = 0.7387225548902195 04/13/2022 19:37:38 - INFO - __main__ - test_sw_acc = 0.6608782435129741 04/13/2022 19:37:38 - INFO - __main__ - test_th_acc = 0.700998003992016 04/13/2022 19:37:38 - INFO - __main__ - test_tr_acc = 0.6982035928143713 04/13/2022 19:37:38 - INFO - __main__ - test_ur_acc = 0.6311377245508982 04/13/2022 19:37:38 - INFO - __main__ - test_vi_acc = 0.7313373253493014 04/13/2022 19:37:38 - INFO - __main__ - test_zh_acc = 0.7275449101796407 04/13/2022 19:37:38 - INFO - __main__ - test_avg_acc = 0.7272787757817697 04/13/2022 19:37:39 - INFO - utils - remove old ckpt: xnli_right_avg_new/ckpt/step-572500-test_avg_acc-0.7272787757817697-val_avg_acc-0.7239892904953146 04/13/2022 19:37:39 - INFO - __main__ - ********** Evaluating Done ********** 04/13/2022 19:37:44 - INFO - __main__ - global_steps 572550 loss: 0.11294623 04/13/2022 19:37:49 - INFO - __main__ - global_steps 572600 loss: 0.02933351 04/13/2022 19:37:53 - INFO - __main__ - global_steps 572650 loss: 0.08165910 04/13/2022 19:37:58 - INFO - __main__ - global_steps 572700 loss: 0.04510965 04/13/2022 19:38:02 - INFO - __main__ - global_steps 572750 loss: 0.05943111 04/13/2022 19:38:07 - INFO - __main__ - global_steps 572800 loss: 0.05171494 04/13/2022 19:38:12 - INFO - __main__ - global_steps 572850 loss: 0.07894020 04/13/2022 19:38:17 - INFO - __main__ - global_steps 572900 loss: 0.05016032 04/13/2022 19:38:21 - INFO - __main__ - global_steps 572950 loss: 0.06760378 04/13/2022 19:38:26 - INFO - __main__ - global_steps 573000 loss: 0.06296001 04/13/2022 19:38:31 - INFO - __main__ - global_steps 573050 loss: 0.06390239 04/13/2022 19:38:36 - INFO - __main__ - global_steps 573100 loss: 0.04475496 04/13/2022 19:38:40 - INFO - __main__ - global_steps 573150 loss: 0.08429881 04/13/2022 19:38:45 - INFO - __main__ - global_steps 573200 loss: 0.06543654 04/13/2022 19:38:50 - INFO - __main__ - global_steps 573250 loss: 0.06080501 04/13/2022 19:38:55 - INFO - __main__ - global_steps 573300 loss: 0.05861611 04/13/2022 19:38:59 - INFO - __main__ - global_steps 573350 loss: 0.05521786 04/13/2022 19:39:04 - INFO - __main__ - global_steps 573400 loss: 0.06775130 04/13/2022 19:39:09 - INFO - __main__ - global_steps 573450 loss: 0.07891800 04/13/2022 19:39:14 - INFO - __main__ - global_steps 573500 loss: 0.09367400 04/13/2022 19:39:18 - INFO - __main__ - global_steps 573550 loss: 0.04938445 04/13/2022 19:39:23 - INFO - __main__ - global_steps 573600 loss: 0.03931250 04/13/2022 19:39:28 - INFO - __main__ - global_steps 573650 loss: 0.08379474 04/13/2022 19:39:33 - INFO - __main__ - global_steps 573700 loss: 0.07521783 04/13/2022 19:39:37 - INFO - __main__ - global_steps 573750 loss: 0.04013411 04/13/2022 19:39:42 - INFO - __main__ - global_steps 573800 loss: 0.08982911 04/13/2022 19:39:47 - INFO - __main__ - global_steps 573850 loss: 0.11423591 04/13/2022 19:39:52 - INFO - __main__ - global_steps 573900 loss: 0.05277739 04/13/2022 19:39:56 - INFO - __main__ - global_steps 573950 loss: 0.08726641 04/13/2022 19:40:01 - INFO - __main__ - global_steps 574000 loss: 0.04723375 04/13/2022 19:40:06 - INFO - __main__ - global_steps 574050 loss: 0.06932763 04/13/2022 19:40:11 - INFO - __main__ - global_steps 574100 loss: 0.06058778 04/13/2022 19:40:15 - INFO - __main__ - global_steps 574150 loss: 0.07139941 04/13/2022 19:40:20 - INFO - __main__ - global_steps 574200 loss: 0.04495720 04/13/2022 19:40:25 - INFO - __main__ - global_steps 574250 loss: 0.05352724 04/13/2022 19:40:30 - INFO - __main__ - global_steps 574300 loss: 0.03628355 04/13/2022 19:40:34 - INFO - __main__ - global_steps 574350 loss: 0.05021675 04/13/2022 19:40:39 - INFO - __main__ - global_steps 574400 loss: 0.05291590 04/13/2022 19:40:44 - INFO - __main__ - global_steps 574450 loss: 0.05095186 04/13/2022 19:40:49 - INFO - __main__ - global_steps 574500 loss: 0.07854320 04/13/2022 19:40:53 - INFO - __main__ - global_steps 574550 loss: 0.06502866 04/13/2022 19:40:58 - INFO - __main__ - global_steps 574600 loss: 0.03695360 04/13/2022 19:41:03 - INFO - __main__ - global_steps 574650 loss: 0.06729772 04/13/2022 19:41:08 - INFO - __main__ - global_steps 574700 loss: 0.07621492 04/13/2022 19:41:12 - INFO - __main__ - global_steps 574750 loss: 0.09642501 04/13/2022 19:41:17 - INFO - __main__ - global_steps 574800 loss: 0.10444383 04/13/2022 19:41:22 - INFO - __main__ - global_steps 574850 loss: 0.07424365 04/13/2022 19:41:27 - INFO - __main__ - global_steps 574900 loss: 0.04320638 04/13/2022 19:41:31 - INFO - __main__ - global_steps 574950 loss: 0.04116991 04/13/2022 19:41:36 - INFO - __main__ - global_steps 575000 loss: 0.08576455 04/13/2022 19:41:36 - INFO - __main__ - ********** Running evaluating ********** 04/13/2022 19:41:41 - INFO - __main__ - ########## val_ar_acc 0.6746987951807228 ########## 04/13/2022 19:41:45 - INFO - __main__ - ########## val_bg_acc 0.7289156626506024 ########## 04/13/2022 19:41:50 - INFO - __main__ - ########## val_de_acc 0.7441767068273092 ########## 04/13/2022 19:41:54 - INFO - __main__ - ########## val_el_acc 0.7216867469879518 ########## 04/13/2022 19:41:59 - INFO - __main__ - ########## val_en_acc 0.8349397590361446 ########## 04/13/2022 19:42:03 - INFO - __main__ - ########## val_es_acc 0.7795180722891566 ########## 04/13/2022 19:42:08 - INFO - __main__ - ########## val_fr_acc 0.7594377510040161 ########## 04/13/2022 19:42:13 - INFO - __main__ - ########## val_hi_acc 0.6457831325301204 ########## 04/13/2022 19:42:18 - INFO - __main__ - ########## val_ru_acc 0.7096385542168675 ########## 04/13/2022 19:42:22 - INFO - __main__ - ########## val_sw_acc 0.6325301204819277 ########## 04/13/2022 19:42:27 - INFO - __main__ - ########## val_th_acc 0.659437751004016 ########## 04/13/2022 19:42:31 - INFO - __main__ - ########## val_tr_acc 0.6939759036144578 ########## 04/13/2022 19:42:36 - INFO - __main__ - ########## val_ur_acc 0.6068273092369478 ########## 04/13/2022 19:42:40 - INFO - __main__ - ########## val_vi_acc 0.6983935742971887 ########## 04/13/2022 19:42:45 - INFO - __main__ - ########## val_zh_acc 0.7184738955823293 ########## 04/13/2022 19:42:54 - INFO - __main__ - ########## test_ar_acc 0.6922155688622754 ########## 04/13/2022 19:43:04 - INFO - __main__ - ########## test_bg_acc 0.7407185628742515 ########## 04/13/2022 19:43:13 - INFO - __main__ - ########## test_de_acc 0.7403193612774451 ########## 04/13/2022 19:43:22 - INFO - __main__ - ########## test_el_acc 0.7173652694610778 ########## 04/13/2022 19:43:31 - INFO - __main__ - ########## test_en_acc 0.8333333333333334 ########## 04/13/2022 19:43:41 - INFO - __main__ - ########## test_es_acc 0.7642714570858283 ########## 04/13/2022 19:43:50 - INFO - __main__ - ########## test_fr_acc 0.7678642714570858 ########## 04/13/2022 19:44:00 - INFO - __main__ - ########## test_hi_acc 0.6355289421157685 ########## 04/13/2022 19:44:10 - INFO - __main__ - ########## test_ru_acc 0.7119760479041917 ########## 04/13/2022 19:44:19 - INFO - __main__ - ########## test_sw_acc 0.643313373253493 ########## 04/13/2022 19:44:28 - INFO - __main__ - ########## test_th_acc 0.669061876247505 ########## 04/13/2022 19:44:37 - INFO - __main__ - ########## test_tr_acc 0.6852295409181637 ########## 04/13/2022 19:44:46 - INFO - __main__ - ########## test_ur_acc 0.6099800399201597 ########## 04/13/2022 19:44:55 - INFO - __main__ - ########## test_vi_acc 0.7033932135728543 ########## 04/13/2022 19:45:04 - INFO - __main__ - ########## test_zh_acc 0.7015968063872255 ########## 04/13/2022 19:45:04 - INFO - __main__ - val_ar_acc = 0.6746987951807228 04/13/2022 19:45:04 - INFO - __main__ - val_bg_acc = 0.7289156626506024 04/13/2022 19:45:04 - INFO - __main__ - val_de_acc = 0.7441767068273092 04/13/2022 19:45:04 - INFO - __main__ - val_el_acc = 0.7216867469879518 04/13/2022 19:45:04 - INFO - __main__ - val_en_acc = 0.8349397590361446 04/13/2022 19:45:04 - INFO - __main__ - val_es_acc = 0.7795180722891566 04/13/2022 19:45:04 - INFO - __main__ - val_fr_acc = 0.7594377510040161 04/13/2022 19:45:04 - INFO - __main__ - val_hi_acc = 0.6457831325301204 04/13/2022 19:45:04 - INFO - __main__ - val_ru_acc = 0.7096385542168675 04/13/2022 19:45:04 - INFO - __main__ - val_sw_acc = 0.6325301204819277 04/13/2022 19:45:04 - INFO - __main__ - val_th_acc = 0.659437751004016 04/13/2022 19:45:04 - INFO - __main__ - val_tr_acc = 0.6939759036144578 04/13/2022 19:45:04 - INFO - __main__ - val_ur_acc = 0.6068273092369478 04/13/2022 19:45:04 - INFO - __main__ - val_vi_acc = 0.6983935742971887 04/13/2022 19:45:04 - INFO - __main__ - val_zh_acc = 0.7184738955823293 04/13/2022 19:45:04 - INFO - __main__ - val_avg_acc = 0.7072289156626506 04/13/2022 19:45:04 - INFO - __main__ - test_ar_acc = 0.6922155688622754 04/13/2022 19:45:04 - INFO - __main__ - test_bg_acc = 0.7407185628742515 04/13/2022 19:45:04 - INFO - __main__ - test_de_acc = 0.7403193612774451 04/13/2022 19:45:04 - INFO - __main__ - test_el_acc = 0.7173652694610778 04/13/2022 19:45:04 - INFO - __main__ - test_en_acc = 0.8333333333333334 04/13/2022 19:45:04 - INFO - __main__ - test_es_acc = 0.7642714570858283 04/13/2022 19:45:04 - INFO - __main__ - test_fr_acc = 0.7678642714570858 04/13/2022 19:45:04 - INFO - __main__ - test_hi_acc = 0.6355289421157685 04/13/2022 19:45:04 - INFO - __main__ - test_ru_acc = 0.7119760479041917 04/13/2022 19:45:04 - INFO - __main__ - test_sw_acc = 0.643313373253493 04/13/2022 19:45:04 - INFO - __main__ - test_th_acc = 0.669061876247505 04/13/2022 19:45:04 - INFO - __main__ - test_tr_acc = 0.6852295409181637 04/13/2022 19:45:04 - INFO - __main__ - test_ur_acc = 0.6099800399201597 04/13/2022 19:45:04 - INFO - __main__ - test_vi_acc = 0.7033932135728543 04/13/2022 19:45:04 - INFO - __main__ - test_zh_acc = 0.7015968063872255 04/13/2022 19:45:04 - INFO - __main__ - test_avg_acc = 0.7077445109780439 04/13/2022 19:45:06 - INFO - utils - remove old ckpt: xnli_right_avg_new/ckpt/step-575000-test_avg_acc-0.7077445109780439-val_avg_acc-0.7072289156626506 04/13/2022 19:45:06 - INFO - __main__ - ********** Evaluating Done ********** 04/13/2022 19:45:11 - INFO - __main__ - global_steps 575050 loss: 0.05546970 04/13/2022 19:45:15 - INFO - __main__ - global_steps 575100 loss: 0.05165846 04/13/2022 19:45:20 - INFO - __main__ - global_steps 575150 loss: 0.04869861 04/13/2022 19:45:25 - INFO - __main__ - global_steps 575200 loss: 0.05898144 04/13/2022 19:45:30 - INFO - __main__ - global_steps 575250 loss: 0.05788975 04/13/2022 19:45:34 - INFO - __main__ - global_steps 575300 loss: 0.04817324 04/13/2022 19:45:39 - INFO - __main__ - global_steps 575350 loss: 0.05801105 04/13/2022 19:45:44 - INFO - __main__ - global_steps 575400 loss: 0.04882640 04/13/2022 19:45:48 - INFO - __main__ - global_steps 575450 loss: 0.06783697 04/13/2022 19:45:53 - INFO - __main__ - global_steps 575500 loss: 0.06427026 04/13/2022 19:45:58 - INFO - __main__ - global_steps 575550 loss: 0.03675539 04/13/2022 19:46:02 - INFO - __main__ - global_steps 575600 loss: 0.04327396 04/13/2022 19:46:07 - INFO - __main__ - global_steps 575650 loss: 0.04155379 04/13/2022 19:46:12 - INFO - __main__ - global_steps 575700 loss: 0.05222815 04/13/2022 19:46:17 - INFO - __main__ - global_steps 575750 loss: 0.09468754 04/13/2022 19:46:21 - INFO - __main__ - global_steps 575800 loss: 0.06436385 04/13/2022 19:46:26 - INFO - __main__ - global_steps 575850 loss: 0.05857290 04/13/2022 19:46:31 - INFO - __main__ - global_steps 575900 loss: 0.06627074 04/13/2022 19:46:35 - INFO - __main__ - global_steps 575950 loss: 0.06752313 04/13/2022 19:46:40 - INFO - __main__ - global_steps 576000 loss: 0.06925175 04/13/2022 19:46:45 - INFO - __main__ - global_steps 576050 loss: 0.06043451 04/13/2022 19:46:49 - INFO - __main__ - global_steps 576100 loss: 0.09308995 04/13/2022 19:46:54 - INFO - __main__ - global_steps 576150 loss: 0.04629087 04/13/2022 19:46:59 - INFO - __main__ - global_steps 576200 loss: 0.07060819 04/13/2022 19:47:04 - INFO - __main__ - global_steps 576250 loss: 0.03938406 04/13/2022 19:47:08 - INFO - __main__ - global_steps 576300 loss: 0.05113787 04/13/2022 19:47:13 - INFO - __main__ - global_steps 576350 loss: 0.05301623 04/13/2022 19:47:18 - INFO - __main__ - global_steps 576400 loss: 0.05880988 04/13/2022 19:47:22 - INFO - __main__ - global_steps 576450 loss: 0.10419457 04/13/2022 19:47:27 - INFO - __main__ - global_steps 576500 loss: 0.06943311 04/13/2022 19:47:32 - INFO - __main__ - global_steps 576550 loss: 0.05902770 04/13/2022 19:47:37 - INFO - __main__ - global_steps 576600 loss: 0.04954949 04/13/2022 19:47:41 - INFO - __main__ - global_steps 576650 loss: 0.05842573 04/13/2022 19:47:46 - INFO - __main__ - global_steps 576700 loss: 0.03609282 04/13/2022 19:47:51 - INFO - __main__ - global_steps 576750 loss: 0.08224323 04/13/2022 19:47:55 - INFO - __main__ - global_steps 576800 loss: 0.06268175 04/13/2022 19:48:00 - INFO - __main__ - global_steps 576850 loss: 0.05466999 04/13/2022 19:48:05 - INFO - __main__ - global_steps 576900 loss: 0.07164998 04/13/2022 19:48:09 - INFO - __main__ - global_steps 576950 loss: 0.03325292 04/13/2022 19:48:14 - INFO - __main__ - global_steps 577000 loss: 0.06053775 04/13/2022 19:48:19 - INFO - __main__ - global_steps 577050 loss: 0.05525112 04/13/2022 19:48:23 - INFO - __main__ - global_steps 577100 loss: 0.03440036 04/13/2022 19:48:28 - INFO - __main__ - global_steps 577150 loss: 0.03137568 04/13/2022 19:48:33 - INFO - __main__ - global_steps 577200 loss: 0.06714793 04/13/2022 19:48:37 - INFO - __main__ - global_steps 577250 loss: 0.05653997 04/13/2022 19:48:42 - INFO - __main__ - global_steps 577300 loss: 0.07546455 04/13/2022 19:48:47 - INFO - __main__ - global_steps 577350 loss: 0.05546674 04/13/2022 19:48:52 - INFO - __main__ - global_steps 577400 loss: 0.03378333 04/13/2022 19:48:56 - INFO - __main__ - global_steps 577450 loss: 0.05992708 04/13/2022 19:49:01 - INFO - __main__ - global_steps 577500 loss: 0.06272213 04/13/2022 19:49:01 - INFO - __main__ - ********** Running evaluating ********** 04/13/2022 19:49:05 - INFO - __main__ - ########## val_ar_acc 0.6791164658634539 ########## 04/13/2022 19:49:10 - INFO - __main__ - ########## val_bg_acc 0.7317269076305221 ########## 04/13/2022 19:49:15 - INFO - __main__ - ########## val_de_acc 0.742570281124498 ########## 04/13/2022 19:49:19 - INFO - __main__ - ########## val_el_acc 0.7244979919678715 ########## 04/13/2022 19:49:24 - INFO - __main__ - ########## val_en_acc 0.8393574297188755 ########## 04/13/2022 19:49:28 - INFO - __main__ - ########## val_es_acc 0.7767068273092369 ########## 04/13/2022 19:49:33 - INFO - __main__ - ########## val_fr_acc 0.7682730923694779 ########## 04/13/2022 19:49:38 - INFO - __main__ - ########## val_hi_acc 0.6650602409638554 ########## 04/13/2022 19:49:42 - INFO - __main__ - ########## val_ru_acc 0.7176706827309237 ########## 04/13/2022 19:49:47 - INFO - __main__ - ########## val_sw_acc 0.6325301204819277 ########## 04/13/2022 19:49:51 - INFO - __main__ - ########## val_th_acc 0.6734939759036145 ########## 04/13/2022 19:49:56 - INFO - __main__ - ########## val_tr_acc 0.6943775100401607 ########## 04/13/2022 19:50:00 - INFO - __main__ - ########## val_ur_acc 0.6076305220883534 ########## 04/13/2022 19:50:05 - INFO - __main__ - ########## val_vi_acc 0.7024096385542169 ########## 04/13/2022 19:50:09 - INFO - __main__ - ########## val_zh_acc 0.7240963855421687 ########## 04/13/2022 19:50:18 - INFO - __main__ - ########## test_ar_acc 0.688622754491018 ########## 04/13/2022 19:50:28 - INFO - __main__ - ########## test_bg_acc 0.7421157684630738 ########## 04/13/2022 19:50:37 - INFO - __main__ - ########## test_de_acc 0.745309381237525 ########## 04/13/2022 19:50:47 - INFO - __main__ - ########## test_el_acc 0.7201596806387226 ########## 04/13/2022 19:50:56 - INFO - __main__ - ########## test_en_acc 0.8367265469061876 ########## 04/13/2022 19:51:05 - INFO - __main__ - ########## test_es_acc 0.7716566866267465 ########## 04/13/2022 19:51:14 - INFO - __main__ - ########## test_fr_acc 0.7688622754491018 ########## 04/13/2022 19:51:24 - INFO - __main__ - ########## test_hi_acc 0.642315369261477 ########## 04/13/2022 19:51:33 - INFO - __main__ - ########## test_ru_acc 0.7227544910179641 ########## 04/13/2022 19:51:42 - INFO - __main__ - ########## test_sw_acc 0.6337325349301397 ########## 04/13/2022 19:51:50 - INFO - __main__ - ########## test_th_acc 0.6850299401197605 ########## 04/13/2022 19:51:59 - INFO - __main__ - ########## test_tr_acc 0.6878243512974052 ########## 04/13/2022 19:52:09 - INFO - __main__ - ########## test_ur_acc 0.6163672654690618 ########## 04/13/2022 19:52:18 - INFO - __main__ - ########## test_vi_acc 0.7153692614770459 ########## 04/13/2022 19:52:27 - INFO - __main__ - ########## test_zh_acc 0.7079840319361277 ########## 04/13/2022 19:52:27 - INFO - __main__ - val_ar_acc = 0.6791164658634539 04/13/2022 19:52:27 - INFO - __main__ - val_bg_acc = 0.7317269076305221 04/13/2022 19:52:27 - INFO - __main__ - val_de_acc = 0.742570281124498 04/13/2022 19:52:27 - INFO - __main__ - val_el_acc = 0.7244979919678715 04/13/2022 19:52:27 - INFO - __main__ - val_en_acc = 0.8393574297188755 04/13/2022 19:52:27 - INFO - __main__ - val_es_acc = 0.7767068273092369 04/13/2022 19:52:27 - INFO - __main__ - val_fr_acc = 0.7682730923694779 04/13/2022 19:52:27 - INFO - __main__ - val_hi_acc = 0.6650602409638554 04/13/2022 19:52:27 - INFO - __main__ - val_ru_acc = 0.7176706827309237 04/13/2022 19:52:27 - INFO - __main__ - val_sw_acc = 0.6325301204819277 04/13/2022 19:52:27 - INFO - __main__ - val_th_acc = 0.6734939759036145 04/13/2022 19:52:27 - INFO - __main__ - val_tr_acc = 0.6943775100401607 04/13/2022 19:52:27 - INFO - __main__ - val_ur_acc = 0.6076305220883534 04/13/2022 19:52:27 - INFO - __main__ - val_vi_acc = 0.7024096385542169 04/13/2022 19:52:27 - INFO - __main__ - val_zh_acc = 0.7240963855421687 04/13/2022 19:52:27 - INFO - __main__ - val_avg_acc = 0.7119678714859438 04/13/2022 19:52:27 - INFO - __main__ - test_ar_acc = 0.688622754491018 04/13/2022 19:52:27 - INFO - __main__ - test_bg_acc = 0.7421157684630738 04/13/2022 19:52:27 - INFO - __main__ - test_de_acc = 0.745309381237525 04/13/2022 19:52:27 - INFO - __main__ - test_el_acc = 0.7201596806387226 04/13/2022 19:52:27 - INFO - __main__ - test_en_acc = 0.8367265469061876 04/13/2022 19:52:27 - INFO - __main__ - test_es_acc = 0.7716566866267465 04/13/2022 19:52:27 - INFO - __main__ - test_fr_acc = 0.7688622754491018 04/13/2022 19:52:27 - INFO - __main__ - test_hi_acc = 0.642315369261477 04/13/2022 19:52:27 - INFO - __main__ - test_ru_acc = 0.7227544910179641 04/13/2022 19:52:27 - INFO - __main__ - test_sw_acc = 0.6337325349301397 04/13/2022 19:52:27 - INFO - __main__ - test_th_acc = 0.6850299401197605 04/13/2022 19:52:27 - INFO - __main__ - test_tr_acc = 0.6878243512974052 04/13/2022 19:52:27 - INFO - __main__ - test_ur_acc = 0.6163672654690618 04/13/2022 19:52:27 - INFO - __main__ - test_vi_acc = 0.7153692614770459 04/13/2022 19:52:27 - INFO - __main__ - test_zh_acc = 0.7079840319361277 04/13/2022 19:52:27 - INFO - __main__ - test_avg_acc = 0.7123220226214239 04/13/2022 19:52:28 - INFO - utils - remove old ckpt: xnli_right_avg_new/ckpt/step-577500-test_avg_acc-0.7123220226214239-val_avg_acc-0.7119678714859438 04/13/2022 19:52:28 - INFO - __main__ - ********** Evaluating Done ********** 04/13/2022 19:52:33 - INFO - __main__ - global_steps 577550 loss: 0.07655816 04/13/2022 19:52:38 - INFO - __main__ - global_steps 577600 loss: 0.06586048 04/13/2022 19:52:43 - INFO - __main__ - global_steps 577650 loss: 0.07291621 04/13/2022 19:52:47 - INFO - __main__ - global_steps 577700 loss: 0.05661044 04/13/2022 19:52:52 - INFO - __main__ - global_steps 577750 loss: 0.08207666 04/13/2022 19:52:57 - INFO - __main__ - global_steps 577800 loss: 0.03698391 04/13/2022 19:53:01 - INFO - __main__ - global_steps 577850 loss: 0.08081971 04/13/2022 19:53:06 - INFO - __main__ - global_steps 577900 loss: 0.05720353 04/13/2022 19:53:11 - INFO - __main__ - global_steps 577950 loss: 0.04104972 04/13/2022 19:53:16 - INFO - __main__ - global_steps 578000 loss: 0.06186541 04/13/2022 19:53:20 - INFO - __main__ - global_steps 578050 loss: 0.04221650 04/13/2022 19:53:25 - INFO - __main__ - global_steps 578100 loss: 0.03475550 04/13/2022 19:53:30 - INFO - __main__ - global_steps 578150 loss: 0.05959000 04/13/2022 19:53:35 - INFO - __main__ - global_steps 578200 loss: 0.05547800 04/13/2022 19:53:39 - INFO - __main__ - global_steps 578250 loss: 0.05974798 04/13/2022 19:53:44 - INFO - __main__ - global_steps 578300 loss: 0.04926876 04/13/2022 19:53:49 - INFO - __main__ - global_steps 578350 loss: 0.09593518 04/13/2022 19:53:53 - INFO - __main__ - global_steps 578400 loss: 0.08767996 04/13/2022 19:53:58 - INFO - __main__ - global_steps 578450 loss: 0.07396442 04/13/2022 19:54:03 - INFO - __main__ - global_steps 578500 loss: 0.07865795 04/13/2022 19:54:08 - INFO - __main__ - global_steps 578550 loss: 0.05533934 04/13/2022 19:54:12 - INFO - __main__ - global_steps 578600 loss: 0.04383496 04/13/2022 19:54:17 - INFO - __main__ - global_steps 578650 loss: 0.09644320 04/13/2022 19:54:22 - INFO - __main__ - global_steps 578700 loss: 0.04625603 04/13/2022 19:54:27 - INFO - __main__ - global_steps 578750 loss: 0.07989311 04/13/2022 19:54:31 - INFO - __main__ - global_steps 578800 loss: 0.08084820 04/13/2022 19:54:36 - INFO - __main__ - global_steps 578850 loss: 0.06350014 04/13/2022 19:54:41 - INFO - __main__ - global_steps 578900 loss: 0.03020823 04/13/2022 19:54:45 - INFO - __main__ - global_steps 578950 loss: 0.02865669 04/13/2022 19:54:50 - INFO - __main__ - global_steps 579000 loss: 0.06754599 04/13/2022 19:54:55 - INFO - __main__ - global_steps 579050 loss: 0.07689491 04/13/2022 19:55:00 - INFO - __main__ - global_steps 579100 loss: 0.05777933 04/13/2022 19:55:05 - INFO - __main__ - global_steps 579150 loss: 0.05291805 04/13/2022 19:55:09 - INFO - __main__ - global_steps 579200 loss: 0.04147956 04/13/2022 19:55:14 - INFO - __main__ - global_steps 579250 loss: 0.05782457 04/13/2022 19:55:19 - INFO - __main__ - global_steps 579300 loss: 0.07196552 04/13/2022 19:55:23 - INFO - __main__ - global_steps 579350 loss: 0.04717473 04/13/2022 19:55:27 - INFO - __main__ - global_steps 579400 loss: 0.06564365 04/13/2022 19:55:32 - INFO - __main__ - global_steps 579450 loss: 0.04080831 04/13/2022 19:55:36 - INFO - __main__ - global_steps 579500 loss: 0.05858990 04/13/2022 19:55:40 - INFO - __main__ - global_steps 579550 loss: 0.08174765 04/13/2022 19:55:45 - INFO - __main__ - global_steps 579600 loss: 0.02536816 04/13/2022 19:55:50 - INFO - __main__ - global_steps 579650 loss: 0.05412118 04/13/2022 19:55:54 - INFO - __main__ - global_steps 579700 loss: 0.07954781 04/13/2022 19:55:59 - INFO - __main__ - global_steps 579750 loss: 0.09274556 04/13/2022 19:56:03 - INFO - __main__ - global_steps 579800 loss: 0.11983231 04/13/2022 19:56:08 - INFO - __main__ - global_steps 579850 loss: 0.06754117 04/13/2022 19:56:13 - INFO - __main__ - global_steps 579900 loss: 0.05766824 04/13/2022 19:56:17 - INFO - __main__ - global_steps 579950 loss: 0.05080406 04/13/2022 19:56:22 - INFO - __main__ - global_steps 580000 loss: 0.02757033 04/13/2022 19:56:22 - INFO - __main__ - ********** Running evaluating ********** 04/13/2022 19:56:26 - INFO - __main__ - ########## val_ar_acc 0.6871485943775101 ########## 04/13/2022 19:56:31 - INFO - __main__ - ########## val_bg_acc 0.7417670682730924 ########## 04/13/2022 19:56:36 - INFO - __main__ - ########## val_de_acc 0.751004016064257 ########## 04/13/2022 19:56:40 - INFO - __main__ - ########## val_el_acc 0.734136546184739 ########## 04/13/2022 19:56:44 - INFO - __main__ - ########## val_en_acc 0.8429718875502008 ########## 04/13/2022 19:56:49 - INFO - __main__ - ########## val_es_acc 0.7827309236947791 ########## 04/13/2022 19:56:53 - INFO - __main__ - ########## val_fr_acc 0.7682730923694779 ########## 04/13/2022 19:56:58 - INFO - __main__ - ########## val_hi_acc 0.6642570281124498 ########## 04/13/2022 19:57:03 - INFO - __main__ - ########## val_ru_acc 0.7261044176706827 ########## 04/13/2022 19:57:07 - INFO - __main__ - ########## val_sw_acc 0.6373493975903615 ########## 04/13/2022 19:57:12 - INFO - __main__ - ########## val_th_acc 0.6771084337349398 ########## 04/13/2022 19:57:16 - INFO - __main__ - ########## val_tr_acc 0.6975903614457831 ########## 04/13/2022 19:57:21 - INFO - __main__ - ########## val_ur_acc 0.6164658634538153 ########## 04/13/2022 19:57:25 - INFO - __main__ - ########## val_vi_acc 0.7120481927710843 ########## 04/13/2022 19:57:30 - INFO - __main__ - ########## val_zh_acc 0.7405622489959839 ########## 04/13/2022 19:57:39 - INFO - __main__ - ########## test_ar_acc 0.7037924151696606 ########## 04/13/2022 19:57:48 - INFO - __main__ - ########## test_bg_acc 0.7475049900199601 ########## 04/13/2022 19:57:57 - INFO - __main__ - ########## test_de_acc 0.7485029940119761 ########## 04/13/2022 19:58:07 - INFO - __main__ - ########## test_el_acc 0.7241516966067865 ########## 04/13/2022 19:58:16 - INFO - __main__ - ########## test_en_acc 0.8335329341317366 ########## 04/13/2022 19:58:25 - INFO - __main__ - ########## test_es_acc 0.7722554890219561 ########## 04/13/2022 19:58:35 - INFO - __main__ - ########## test_fr_acc 0.7752495009980039 ########## 04/13/2022 19:58:45 - INFO - __main__ - ########## test_hi_acc 0.6554890219560878 ########## 04/13/2022 19:58:54 - INFO - __main__ - ########## test_ru_acc 0.7311377245508982 ########## 04/13/2022 19:59:03 - INFO - __main__ - ########## test_sw_acc 0.6467065868263473 ########## 04/13/2022 19:59:12 - INFO - __main__ - ########## test_th_acc 0.6818363273453094 ########## 04/13/2022 19:59:21 - INFO - __main__ - ########## test_tr_acc 0.693812375249501 ########## 04/13/2022 19:59:31 - INFO - __main__ - ########## test_ur_acc 0.6235528942115769 ########## 04/13/2022 19:59:40 - INFO - __main__ - ########## test_vi_acc 0.7145708582834331 ########## 04/13/2022 19:59:49 - INFO - __main__ - ########## test_zh_acc 0.7131736526946107 ########## 04/13/2022 19:59:49 - INFO - __main__ - val_ar_acc = 0.6871485943775101 04/13/2022 19:59:49 - INFO - __main__ - val_bg_acc = 0.7417670682730924 04/13/2022 19:59:49 - INFO - __main__ - val_de_acc = 0.751004016064257 04/13/2022 19:59:49 - INFO - __main__ - val_el_acc = 0.734136546184739 04/13/2022 19:59:49 - INFO - __main__ - val_en_acc = 0.8429718875502008 04/13/2022 19:59:49 - INFO - __main__ - val_es_acc = 0.7827309236947791 04/13/2022 19:59:49 - INFO - __main__ - val_fr_acc = 0.7682730923694779 04/13/2022 19:59:49 - INFO - __main__ - val_hi_acc = 0.6642570281124498 04/13/2022 19:59:49 - INFO - __main__ - val_ru_acc = 0.7261044176706827 04/13/2022 19:59:49 - INFO - __main__ - val_sw_acc = 0.6373493975903615 04/13/2022 19:59:49 - INFO - __main__ - val_th_acc = 0.6771084337349398 04/13/2022 19:59:49 - INFO - __main__ - val_tr_acc = 0.6975903614457831 04/13/2022 19:59:49 - INFO - __main__ - val_ur_acc = 0.6164658634538153 04/13/2022 19:59:49 - INFO - __main__ - val_vi_acc = 0.7120481927710843 04/13/2022 19:59:49 - INFO - __main__ - val_zh_acc = 0.7405622489959839 04/13/2022 19:59:49 - INFO - __main__ - val_avg_acc = 0.7186345381526104 04/13/2022 19:59:49 - INFO - __main__ - test_ar_acc = 0.7037924151696606 04/13/2022 19:59:49 - INFO - __main__ - test_bg_acc = 0.7475049900199601 04/13/2022 19:59:49 - INFO - __main__ - test_de_acc = 0.7485029940119761 04/13/2022 19:59:49 - INFO - __main__ - test_el_acc = 0.7241516966067865 04/13/2022 19:59:49 - INFO - __main__ - test_en_acc = 0.8335329341317366 04/13/2022 19:59:49 - INFO - __main__ - test_es_acc = 0.7722554890219561 04/13/2022 19:59:49 - INFO - __main__ - test_fr_acc = 0.7752495009980039 04/13/2022 19:59:49 - INFO - __main__ - test_hi_acc = 0.6554890219560878 04/13/2022 19:59:49 - INFO - __main__ - test_ru_acc = 0.7311377245508982 04/13/2022 19:59:49 - INFO - __main__ - test_sw_acc = 0.6467065868263473 04/13/2022 19:59:49 - INFO - __main__ - test_th_acc = 0.6818363273453094 04/13/2022 19:59:49 - INFO - __main__ - test_tr_acc = 0.693812375249501 04/13/2022 19:59:49 - INFO - __main__ - test_ur_acc = 0.6235528942115769 04/13/2022 19:59:49 - INFO - __main__ - test_vi_acc = 0.7145708582834331 04/13/2022 19:59:49 - INFO - __main__ - test_zh_acc = 0.7131736526946107 04/13/2022 19:59:49 - INFO - __main__ - test_avg_acc = 0.7176846307385228 04/13/2022 19:59:51 - INFO - utils - remove old ckpt: xnli_right_avg_new/ckpt/step-580000-test_avg_acc-0.7176846307385228-val_avg_acc-0.7186345381526104 04/13/2022 19:59:51 - INFO - __main__ - ********** Evaluating Done ********** 04/13/2022 19:59:56 - INFO - __main__ - global_steps 580050 loss: 0.05657400 04/13/2022 20:00:00 - INFO - __main__ - global_steps 580100 loss: 0.05271232 04/13/2022 20:00:05 - INFO - __main__ - global_steps 580150 loss: 0.07380327 04/13/2022 20:00:10 - INFO - __main__ - global_steps 580200 loss: 0.04672078 04/13/2022 20:00:14 - INFO - __main__ - global_steps 580250 loss: 0.07849572 04/13/2022 20:00:19 - INFO - __main__ - global_steps 580300 loss: 0.11683364 04/13/2022 20:00:23 - INFO - __main__ - global_steps 580350 loss: 0.03110136 04/13/2022 20:00:28 - INFO - __main__ - global_steps 580400 loss: 0.05718865 04/13/2022 20:00:32 - INFO - __main__ - global_steps 580450 loss: 0.04681261 04/13/2022 20:00:36 - INFO - __main__ - global_steps 580500 loss: 0.11170225 04/13/2022 20:00:41 - INFO - __main__ - global_steps 580550 loss: 0.04645500 04/13/2022 20:00:45 - INFO - __main__ - global_steps 580600 loss: 0.07706639 04/13/2022 20:00:49 - INFO - __main__ - global_steps 580650 loss: 0.03101621 04/13/2022 20:00:54 - INFO - __main__ - global_steps 580700 loss: 0.05556854 04/13/2022 20:00:58 - INFO - __main__ - global_steps 580750 loss: 0.05298690 04/13/2022 20:01:03 - INFO - __main__ - global_steps 580800 loss: 0.05756133 04/13/2022 20:01:07 - INFO - __main__ - global_steps 580850 loss: 0.03582210 04/13/2022 20:01:12 - INFO - __main__ - global_steps 580900 loss: 0.04987758 04/13/2022 20:01:16 - INFO - __main__ - global_steps 580950 loss: 0.05986812 04/13/2022 20:01:21 - INFO - __main__ - global_steps 581000 loss: 0.03646162 04/13/2022 20:01:26 - INFO - __main__ - global_steps 581050 loss: 0.04306311 04/13/2022 20:01:31 - INFO - __main__ - global_steps 581100 loss: 0.03295957 04/13/2022 20:01:35 - INFO - __main__ - global_steps 581150 loss: 0.08422190 04/13/2022 20:01:40 - INFO - __main__ - global_steps 581200 loss: 0.03580400 04/13/2022 20:01:45 - INFO - __main__ - global_steps 581250 loss: 0.06062943 04/13/2022 20:01:49 - INFO - __main__ - global_steps 581300 loss: 0.06934714 04/13/2022 20:01:54 - INFO - __main__ - global_steps 581350 loss: 0.08641060 04/13/2022 20:01:59 - INFO - __main__ - global_steps 581400 loss: 0.03290064 04/13/2022 20:02:03 - INFO - __main__ - global_steps 581450 loss: 0.07492267 04/13/2022 20:02:08 - INFO - __main__ - global_steps 581500 loss: 0.06369523 04/13/2022 20:02:13 - INFO - __main__ - global_steps 581550 loss: 0.06277094 04/13/2022 20:02:17 - INFO - __main__ - global_steps 581600 loss: 0.05058810 04/13/2022 20:02:22 - INFO - __main__ - global_steps 581650 loss: 0.04009860 04/13/2022 20:02:27 - INFO - __main__ - global_steps 581700 loss: 0.05926857 04/13/2022 20:02:32 - INFO - __main__ - global_steps 581750 loss: 0.06022378 04/13/2022 20:02:36 - INFO - __main__ - global_steps 581800 loss: 0.06033369 04/13/2022 20:02:41 - INFO - __main__ - global_steps 581850 loss: 0.11561858 04/13/2022 20:02:46 - INFO - __main__ - global_steps 581900 loss: 0.05824145 04/13/2022 20:02:50 - INFO - __main__ - global_steps 581950 loss: 0.07180424 04/13/2022 20:02:55 - INFO - __main__ - global_steps 582000 loss: 0.03960365 04/13/2022 20:03:00 - INFO - __main__ - global_steps 582050 loss: 0.10341633 04/13/2022 20:03:04 - INFO - __main__ - global_steps 582100 loss: 0.03221612 04/13/2022 20:03:09 - INFO - __main__ - global_steps 582150 loss: 0.05483646 04/13/2022 20:03:14 - INFO - __main__ - global_steps 582200 loss: 0.06661775 04/13/2022 20:03:19 - INFO - __main__ - global_steps 582250 loss: 0.04791566 04/13/2022 20:03:23 - INFO - __main__ - global_steps 582300 loss: 0.11095654 04/13/2022 20:03:28 - INFO - __main__ - global_steps 582350 loss: 0.03388967 04/13/2022 20:03:33 - INFO - __main__ - global_steps 582400 loss: 0.05532996 04/13/2022 20:03:37 - INFO - __main__ - global_steps 582450 loss: 0.02278425 04/13/2022 20:03:42 - INFO - __main__ - global_steps 582500 loss: 0.03794091 04/13/2022 20:03:42 - INFO - __main__ - ********** Running evaluating ********** 04/13/2022 20:03:46 - INFO - __main__ - ########## val_ar_acc 0.6967871485943775 ########## 04/13/2022 20:03:51 - INFO - __main__ - ########## val_bg_acc 0.738152610441767 ########## 04/13/2022 20:03:56 - INFO - __main__ - ########## val_de_acc 0.7550200803212851 ########## 04/13/2022 20:04:00 - INFO - __main__ - ########## val_el_acc 0.7405622489959839 ########## 04/13/2022 20:04:05 - INFO - __main__ - ########## val_en_acc 0.8473895582329317 ########## 04/13/2022 20:04:09 - INFO - __main__ - ########## val_es_acc 0.7815261044176707 ########## 04/13/2022 20:04:14 - INFO - __main__ - ########## val_fr_acc 0.7686746987951807 ########## 04/13/2022 20:04:19 - INFO - __main__ - ########## val_hi_acc 0.6662650602409639 ########## 04/13/2022 20:04:24 - INFO - __main__ - ########## val_ru_acc 0.7273092369477911 ########## 04/13/2022 20:04:28 - INFO - __main__ - ########## val_sw_acc 0.6550200803212851 ########## 04/13/2022 20:04:33 - INFO - __main__ - ########## val_th_acc 0.6911646586345381 ########## 04/13/2022 20:04:37 - INFO - __main__ - ########## val_tr_acc 0.702008032128514 ########## 04/13/2022 20:04:42 - INFO - __main__ - ########## val_ur_acc 0.6236947791164659 ########## 04/13/2022 20:04:47 - INFO - __main__ - ########## val_vi_acc 0.7200803212851405 ########## 04/13/2022 20:04:51 - INFO - __main__ - ########## val_zh_acc 0.7405622489959839 ########## 04/13/2022 20:05:00 - INFO - __main__ - ########## test_ar_acc 0.7067864271457086 ########## 04/13/2022 20:05:10 - INFO - __main__ - ########## test_bg_acc 0.7520958083832335 ########## 04/13/2022 20:05:20 - INFO - __main__ - ########## test_de_acc 0.7550898203592814 ########## 04/13/2022 20:05:29 - INFO - __main__ - ########## test_el_acc 0.7369261477045909 ########## 04/13/2022 20:05:38 - INFO - __main__ - ########## test_en_acc 0.8441117764471058 ########## 04/13/2022 20:05:47 - INFO - __main__ - ########## test_es_acc 0.7816367265469062 ########## 04/13/2022 20:05:57 - INFO - __main__ - ########## test_fr_acc 0.7750499001996008 ########## 04/13/2022 20:06:07 - INFO - __main__ - ########## test_hi_acc 0.6564870259481038 ########## 04/13/2022 20:06:16 - INFO - __main__ - ########## test_ru_acc 0.7367265469061877 ########## 04/13/2022 20:06:25 - INFO - __main__ - ########## test_sw_acc 0.6574850299401198 ########## 04/13/2022 20:06:34 - INFO - __main__ - ########## test_th_acc 0.6934131736526946 ########## 04/13/2022 20:06:43 - INFO - __main__ - ########## test_tr_acc 0.6950099800399202 ########## 04/13/2022 20:06:53 - INFO - __main__ - ########## test_ur_acc 0.6265469061876248 ########## 04/13/2022 20:07:02 - INFO - __main__ - ########## test_vi_acc 0.7291417165668662 ########## 04/13/2022 20:07:11 - INFO - __main__ - ########## test_zh_acc 0.7201596806387226 ########## 04/13/2022 20:07:11 - INFO - __main__ - val_ar_acc = 0.6967871485943775 04/13/2022 20:07:11 - INFO - __main__ - val_bg_acc = 0.738152610441767 04/13/2022 20:07:11 - INFO - __main__ - val_de_acc = 0.7550200803212851 04/13/2022 20:07:11 - INFO - __main__ - val_el_acc = 0.7405622489959839 04/13/2022 20:07:11 - INFO - __main__ - val_en_acc = 0.8473895582329317 04/13/2022 20:07:11 - INFO - __main__ - val_es_acc = 0.7815261044176707 04/13/2022 20:07:11 - INFO - __main__ - val_fr_acc = 0.7686746987951807 04/13/2022 20:07:11 - INFO - __main__ - val_hi_acc = 0.6662650602409639 04/13/2022 20:07:11 - INFO - __main__ - val_ru_acc = 0.7273092369477911 04/13/2022 20:07:11 - INFO - __main__ - val_sw_acc = 0.6550200803212851 04/13/2022 20:07:11 - INFO - __main__ - val_th_acc = 0.6911646586345381 04/13/2022 20:07:11 - INFO - __main__ - val_tr_acc = 0.702008032128514 04/13/2022 20:07:11 - INFO - __main__ - val_ur_acc = 0.6236947791164659 04/13/2022 20:07:11 - INFO - __main__ - val_vi_acc = 0.7200803212851405 04/13/2022 20:07:11 - INFO - __main__ - val_zh_acc = 0.7405622489959839 04/13/2022 20:07:11 - INFO - __main__ - val_avg_acc = 0.7236144578313254 04/13/2022 20:07:11 - INFO - __main__ - test_ar_acc = 0.7067864271457086 04/13/2022 20:07:11 - INFO - __main__ - test_bg_acc = 0.7520958083832335 04/13/2022 20:07:11 - INFO - __main__ - test_de_acc = 0.7550898203592814 04/13/2022 20:07:11 - INFO - __main__ - test_el_acc = 0.7369261477045909 04/13/2022 20:07:11 - INFO - __main__ - test_en_acc = 0.8441117764471058 04/13/2022 20:07:11 - INFO - __main__ - test_es_acc = 0.7816367265469062 04/13/2022 20:07:11 - INFO - __main__ - test_fr_acc = 0.7750499001996008 04/13/2022 20:07:11 - INFO - __main__ - test_hi_acc = 0.6564870259481038 04/13/2022 20:07:11 - INFO - __main__ - test_ru_acc = 0.7367265469061877 04/13/2022 20:07:11 - INFO - __main__ - test_sw_acc = 0.6574850299401198 04/13/2022 20:07:11 - INFO - __main__ - test_th_acc = 0.6934131736526946 04/13/2022 20:07:11 - INFO - __main__ - test_tr_acc = 0.6950099800399202 04/13/2022 20:07:11 - INFO - __main__ - test_ur_acc = 0.6265469061876248 04/13/2022 20:07:11 - INFO - __main__ - test_vi_acc = 0.7291417165668662 04/13/2022 20:07:11 - INFO - __main__ - test_zh_acc = 0.7201596806387226 04/13/2022 20:07:11 - INFO - __main__ - test_avg_acc = 0.7244444444444446 04/13/2022 20:07:13 - INFO - utils - remove old ckpt: xnli_right_avg_new/ckpt/step-582500-test_avg_acc-0.7244444444444446-val_avg_acc-0.7236144578313254 04/13/2022 20:07:13 - INFO - __main__ - ********** Evaluating Done ********** 04/13/2022 20:07:18 - INFO - __main__ - global_steps 582550 loss: 0.04815609 04/13/2022 20:07:22 - INFO - __main__ - global_steps 582600 loss: 0.04021982 04/13/2022 20:07:26 - INFO - __main__ - global_steps 582650 loss: 0.05384336 04/13/2022 20:07:31 - INFO - __main__ - global_steps 582700 loss: 0.06743002 04/13/2022 20:07:35 - INFO - __main__ - global_steps 582750 loss: 0.04592578 04/13/2022 20:07:39 - INFO - __main__ - global_steps 582800 loss: 0.06156027 04/13/2022 20:07:44 - INFO - __main__ - global_steps 582850 loss: 0.06226426 04/13/2022 20:07:49 - INFO - __main__ - global_steps 582900 loss: 0.05148219 04/13/2022 20:07:53 - INFO - __main__ - global_steps 582950 loss: 0.06848520 04/13/2022 20:07:58 - INFO - __main__ - global_steps 583000 loss: 0.09595373 04/13/2022 20:08:03 - INFO - __main__ - global_steps 583050 loss: 0.03116752 04/13/2022 20:08:07 - INFO - __main__ - global_steps 583100 loss: 0.04173004 04/13/2022 20:08:12 - INFO - __main__ - global_steps 583150 loss: 0.02836980 04/13/2022 20:08:17 - INFO - __main__ - global_steps 583200 loss: 0.05953790 04/13/2022 20:08:22 - INFO - __main__ - global_steps 583250 loss: 0.06112587 04/13/2022 20:08:26 - INFO - __main__ - global_steps 583300 loss: 0.03849901 04/13/2022 20:08:31 - INFO - __main__ - global_steps 583350 loss: 0.08361596 04/13/2022 20:08:36 - INFO - __main__ - global_steps 583400 loss: 0.04777447 04/13/2022 20:08:41 - INFO - __main__ - global_steps 583450 loss: 0.03310554 04/13/2022 20:08:45 - INFO - __main__ - global_steps 583500 loss: 0.06074499 04/13/2022 20:08:50 - INFO - __main__ - global_steps 583550 loss: 0.09675839 04/13/2022 20:08:55 - INFO - __main__ - global_steps 583600 loss: 0.04642326 04/13/2022 20:09:00 - INFO - __main__ - global_steps 583650 loss: 0.03768215 04/13/2022 20:09:04 - INFO - __main__ - global_steps 583700 loss: 0.06396671 04/13/2022 20:09:09 - INFO - __main__ - global_steps 583750 loss: 0.03891822 04/13/2022 20:09:14 - INFO - __main__ - global_steps 583800 loss: 0.05624913 04/13/2022 20:09:19 - INFO - __main__ - global_steps 583850 loss: 0.08762923 04/13/2022 20:09:24 - INFO - __main__ - global_steps 583900 loss: 0.04325166 04/13/2022 20:09:28 - INFO - __main__ - global_steps 583950 loss: 0.07958460 04/13/2022 20:09:33 - INFO - __main__ - global_steps 584000 loss: 0.02321797 04/13/2022 20:09:38 - INFO - __main__ - global_steps 584050 loss: 0.03666149 04/13/2022 20:09:42 - INFO - __main__ - global_steps 584100 loss: 0.10264224 04/13/2022 20:09:47 - INFO - __main__ - global_steps 584150 loss: 0.08630601 04/13/2022 20:09:51 - INFO - __main__ - global_steps 584200 loss: 0.04588803 04/13/2022 20:09:56 - INFO - __main__ - global_steps 584250 loss: 0.05150715 04/13/2022 20:10:01 - INFO - __main__ - global_steps 584300 loss: 0.06241140 04/13/2022 20:10:06 - INFO - __main__ - global_steps 584350 loss: 0.08178029 04/13/2022 20:10:10 - INFO - __main__ - global_steps 584400 loss: 0.06558211 04/13/2022 20:10:15 - INFO - __main__ - global_steps 584450 loss: 0.05837598 04/13/2022 20:10:20 - INFO - __main__ - global_steps 584500 loss: 0.04216509 04/13/2022 20:10:25 - INFO - __main__ - global_steps 584550 loss: 0.04964706 04/13/2022 20:10:29 - INFO - __main__ - global_steps 584600 loss: 0.05845075 04/13/2022 20:10:34 - INFO - __main__ - global_steps 584650 loss: 0.04928936 04/13/2022 20:10:39 - INFO - __main__ - global_steps 584700 loss: 0.05509164 04/13/2022 20:10:44 - INFO - __main__ - global_steps 584750 loss: 0.03964972 04/13/2022 20:10:48 - INFO - __main__ - global_steps 584800 loss: 0.06407048 04/13/2022 20:10:53 - INFO - __main__ - global_steps 584850 loss: 0.05812451 04/13/2022 20:10:58 - INFO - __main__ - global_steps 584900 loss: 0.06314150 04/13/2022 20:11:03 - INFO - __main__ - global_steps 584950 loss: 0.03128372 04/13/2022 20:11:07 - INFO - __main__ - global_steps 585000 loss: 0.05605885 04/13/2022 20:11:07 - INFO - __main__ - ********** Running evaluating ********** 04/13/2022 20:11:12 - INFO - __main__ - ########## val_ar_acc 0.6803212851405622 ########## 04/13/2022 20:11:17 - INFO - __main__ - ########## val_bg_acc 0.7385542168674699 ########## 04/13/2022 20:11:21 - INFO - __main__ - ########## val_de_acc 0.7481927710843373 ########## 04/13/2022 20:11:26 - INFO - __main__ - ########## val_el_acc 0.7269076305220884 ########## 04/13/2022 20:11:30 - INFO - __main__ - ########## val_en_acc 0.840562248995984 ########## 04/13/2022 20:11:35 - INFO - __main__ - ########## val_es_acc 0.7795180722891566 ########## 04/13/2022 20:11:40 - INFO - __main__ - ########## val_fr_acc 0.7642570281124498 ########## 04/13/2022 20:11:44 - INFO - __main__ - ########## val_hi_acc 0.6562248995983936 ########## 04/13/2022 20:11:49 - INFO - __main__ - ########## val_ru_acc 0.7285140562248996 ########## 04/13/2022 20:11:54 - INFO - __main__ - ########## val_sw_acc 0.6381526104417671 ########## 04/13/2022 20:11:58 - INFO - __main__ - ########## val_th_acc 0.6662650602409639 ########## 04/13/2022 20:12:03 - INFO - __main__ - ########## val_tr_acc 0.6923694779116466 ########## 04/13/2022 20:12:08 - INFO - __main__ - ########## val_ur_acc 0.619277108433735 ########## 04/13/2022 20:12:12 - INFO - __main__ - ########## val_vi_acc 0.7028112449799196 ########## 04/13/2022 20:12:17 - INFO - __main__ - ########## val_zh_acc 0.7216867469879518 ########## 04/13/2022 20:12:26 - INFO - __main__ - ########## test_ar_acc 0.7027944111776447 ########## 04/13/2022 20:12:35 - INFO - __main__ - ########## test_bg_acc 0.7429141716566866 ########## 04/13/2022 20:12:45 - INFO - __main__ - ########## test_de_acc 0.7457085828343314 ########## 04/13/2022 20:12:55 - INFO - __main__ - ########## test_el_acc 0.7249500998003992 ########## 04/13/2022 20:13:03 - INFO - __main__ - ########## test_en_acc 0.8407185628742515 ########## 04/13/2022 20:13:13 - INFO - __main__ - ########## test_es_acc 0.7720558882235529 ########## 04/13/2022 20:13:23 - INFO - __main__ - ########## test_fr_acc 0.7728542914171657 ########## 04/13/2022 20:13:34 - INFO - __main__ - ########## test_hi_acc 0.6528942115768464 ########## 04/13/2022 20:13:52 - INFO - __main__ - ########## test_ru_acc 0.7311377245508982 ########## 04/13/2022 20:14:01 - INFO - __main__ - ########## test_sw_acc 0.641317365269461 ########## 04/13/2022 20:14:10 - INFO - __main__ - ########## test_th_acc 0.6778443113772455 ########## 04/13/2022 20:14:19 - INFO - __main__ - ########## test_tr_acc 0.6894211576846307 ########## 04/13/2022 20:14:28 - INFO - __main__ - ########## test_ur_acc 0.6181636726546906 ########## 04/13/2022 20:14:37 - INFO - __main__ - ########## test_vi_acc 0.7115768463073853 ########## 04/13/2022 20:14:46 - INFO - __main__ - ########## test_zh_acc 0.7125748502994012 ########## 04/13/2022 20:14:46 - INFO - __main__ - val_ar_acc = 0.6803212851405622 04/13/2022 20:14:46 - INFO - __main__ - val_bg_acc = 0.7385542168674699 04/13/2022 20:14:46 - INFO - __main__ - val_de_acc = 0.7481927710843373 04/13/2022 20:14:46 - INFO - __main__ - val_el_acc = 0.7269076305220884 04/13/2022 20:14:46 - INFO - __main__ - val_en_acc = 0.840562248995984 04/13/2022 20:14:46 - INFO - __main__ - val_es_acc = 0.7795180722891566 04/13/2022 20:14:46 - INFO - __main__ - val_fr_acc = 0.7642570281124498 04/13/2022 20:14:46 - INFO - __main__ - val_hi_acc = 0.6562248995983936 04/13/2022 20:14:46 - INFO - __main__ - val_ru_acc = 0.7285140562248996 04/13/2022 20:14:46 - INFO - __main__ - val_sw_acc = 0.6381526104417671 04/13/2022 20:14:46 - INFO - __main__ - val_th_acc = 0.6662650602409639 04/13/2022 20:14:46 - INFO - __main__ - val_tr_acc = 0.6923694779116466 04/13/2022 20:14:46 - INFO - __main__ - val_ur_acc = 0.619277108433735 04/13/2022 20:14:46 - INFO - __main__ - val_vi_acc = 0.7028112449799196 04/13/2022 20:14:46 - INFO - __main__ - val_zh_acc = 0.7216867469879518 04/13/2022 20:14:46 - INFO - __main__ - val_avg_acc = 0.7135742971887552 04/13/2022 20:14:46 - INFO - __main__ - test_ar_acc = 0.7027944111776447 04/13/2022 20:14:46 - INFO - __main__ - test_bg_acc = 0.7429141716566866 04/13/2022 20:14:46 - INFO - __main__ - test_de_acc = 0.7457085828343314 04/13/2022 20:14:46 - INFO - __main__ - test_el_acc = 0.7249500998003992 04/13/2022 20:14:46 - INFO - __main__ - test_en_acc = 0.8407185628742515 04/13/2022 20:14:46 - INFO - __main__ - test_es_acc = 0.7720558882235529 04/13/2022 20:14:46 - INFO - __main__ - test_fr_acc = 0.7728542914171657 04/13/2022 20:14:46 - INFO - __main__ - test_hi_acc = 0.6528942115768464 04/13/2022 20:14:46 - INFO - __main__ - test_ru_acc = 0.7311377245508982 04/13/2022 20:14:46 - INFO - __main__ - test_sw_acc = 0.641317365269461 04/13/2022 20:14:46 - INFO - __main__ - test_th_acc = 0.6778443113772455 04/13/2022 20:14:46 - INFO - __main__ - test_tr_acc = 0.6894211576846307 04/13/2022 20:14:46 - INFO - __main__ - test_ur_acc = 0.6181636726546906 04/13/2022 20:14:46 - INFO - __main__ - test_vi_acc = 0.7115768463073853 04/13/2022 20:14:46 - INFO - __main__ - test_zh_acc = 0.7125748502994012 04/13/2022 20:14:46 - INFO - __main__ - test_avg_acc = 0.7157950765136394 04/13/2022 20:14:47 - INFO - utils - remove old ckpt: xnli_right_avg_new/ckpt/step-585000-test_avg_acc-0.7157950765136394-val_avg_acc-0.7135742971887552 04/13/2022 20:14:47 - INFO - __main__ - ********** Evaluating Done ********** 04/13/2022 20:14:52 - INFO - __main__ - global_steps 585050 loss: 0.05580101 04/13/2022 20:14:57 - INFO - __main__ - global_steps 585100 loss: 0.07146892 04/13/2022 20:15:01 - INFO - __main__ - global_steps 585150 loss: 0.04839135 04/13/2022 20:15:06 - INFO - __main__ - global_steps 585200 loss: 0.06988370 04/13/2022 20:15:11 - INFO - __main__ - global_steps 585250 loss: 0.03579312 04/13/2022 20:15:16 - INFO - __main__ - global_steps 585300 loss: 0.05548231 04/13/2022 20:15:20 - INFO - __main__ - global_steps 585350 loss: 0.08112674 04/13/2022 20:15:25 - INFO - __main__ - global_steps 585400 loss: 0.03843414 04/13/2022 20:15:29 - INFO - __main__ - global_steps 585450 loss: 0.08970508 04/13/2022 20:15:34 - INFO - __main__ - global_steps 585500 loss: 0.10637313 04/13/2022 20:15:39 - INFO - __main__ - global_steps 585550 loss: 0.07520641 04/13/2022 20:15:44 - INFO - __main__ - global_steps 585600 loss: 0.06171434 04/13/2022 20:15:50 - INFO - __main__ - global_steps 585650 loss: 0.08251809 04/13/2022 20:15:55 - INFO - __main__ - global_steps 585700 loss: 0.03407130 04/13/2022 20:16:00 - INFO - __main__ - global_steps 585750 loss: 0.07202779 04/13/2022 20:16:05 - INFO - __main__ - global_steps 585800 loss: 0.08158686 04/13/2022 20:16:10 - INFO - __main__ - global_steps 585850 loss: 0.06953677 04/13/2022 20:16:15 - INFO - __main__ - global_steps 585900 loss: 0.05212849 04/13/2022 20:16:20 - INFO - __main__ - global_steps 585950 loss: 0.07928377 04/13/2022 20:16:25 - INFO - __main__ - global_steps 586000 loss: 0.06257864 04/13/2022 20:16:31 - INFO - __main__ - global_steps 586050 loss: 0.05730014 04/13/2022 20:16:36 - INFO - __main__ - global_steps 586100 loss: 0.05525918 04/13/2022 20:16:41 - INFO - __main__ - global_steps 586150 loss: 0.06562309 04/13/2022 20:16:46 - INFO - __main__ - global_steps 586200 loss: 0.08896190 04/13/2022 20:16:51 - INFO - __main__ - global_steps 586250 loss: 0.02953117 04/13/2022 20:16:56 - INFO - __main__ - global_steps 586300 loss: 0.04560757 04/13/2022 20:17:01 - INFO - __main__ - global_steps 586350 loss: 0.05741970 04/13/2022 20:17:06 - INFO - __main__ - global_steps 586400 loss: 0.04635418 04/13/2022 20:17:11 - INFO - __main__ - global_steps 586450 loss: 0.05164786 04/13/2022 20:17:16 - INFO - __main__ - global_steps 586500 loss: 0.07098772 04/13/2022 20:17:20 - INFO - __main__ - global_steps 586550 loss: 0.06341697 04/13/2022 20:17:25 - INFO - __main__ - global_steps 586600 loss: 0.08495031 04/13/2022 20:17:30 - INFO - __main__ - global_steps 586650 loss: 0.04981516 04/13/2022 20:17:35 - INFO - __main__ - global_steps 586700 loss: 0.04232294 04/13/2022 20:17:39 - INFO - __main__ - global_steps 586750 loss: 0.05786123 04/13/2022 20:17:44 - INFO - __main__ - global_steps 586800 loss: 0.06401584 04/13/2022 20:17:48 - INFO - __main__ - global_steps 586850 loss: 0.04929436 04/13/2022 20:17:53 - INFO - __main__ - global_steps 586900 loss: 0.05449533 04/13/2022 20:17:57 - INFO - __main__ - global_steps 586950 loss: 0.05483613 04/13/2022 20:18:01 - INFO - __main__ - global_steps 587000 loss: 0.05345655 04/13/2022 20:18:06 - INFO - __main__ - global_steps 587050 loss: 0.05606257 04/13/2022 20:18:11 - INFO - __main__ - global_steps 587100 loss: 0.09687005 04/13/2022 20:18:16 - INFO - __main__ - global_steps 587150 loss: 0.02195539 04/13/2022 20:18:21 - INFO - __main__ - global_steps 587200 loss: 0.05332252 04/13/2022 20:18:26 - INFO - __main__ - global_steps 587250 loss: 0.05380750 04/13/2022 20:18:30 - INFO - __main__ - global_steps 587300 loss: 0.01896471 04/13/2022 20:18:36 - INFO - __main__ - global_steps 587350 loss: 0.06569152 04/13/2022 20:18:41 - INFO - __main__ - global_steps 587400 loss: 0.06801101 04/13/2022 20:18:45 - INFO - __main__ - global_steps 587450 loss: 0.04310348 04/13/2022 20:18:50 - INFO - __main__ - global_steps 587500 loss: 0.05127384 04/13/2022 20:18:50 - INFO - __main__ - ********** Running evaluating ********** 04/13/2022 20:18:54 - INFO - __main__ - ########## val_ar_acc 0.689156626506024 ########## 04/13/2022 20:18:59 - INFO - __main__ - ########## val_bg_acc 0.7397590361445783 ########## 04/13/2022 20:19:03 - INFO - __main__ - ########## val_de_acc 0.7530120481927711 ########## 04/13/2022 20:19:08 - INFO - __main__ - ########## val_el_acc 0.729718875502008 ########## 04/13/2022 20:19:13 - INFO - __main__ - ########## val_en_acc 0.8449799196787149 ########## 04/13/2022 20:19:17 - INFO - __main__ - ########## val_es_acc 0.7746987951807229 ########## 04/13/2022 20:19:22 - INFO - __main__ - ########## val_fr_acc 0.7622489959839357 ########## 04/13/2022 20:19:27 - INFO - __main__ - ########## val_hi_acc 0.6602409638554216 ########## 04/13/2022 20:19:32 - INFO - __main__ - ########## val_ru_acc 0.7240963855421687 ########## 04/13/2022 20:19:36 - INFO - __main__ - ########## val_sw_acc 0.6413654618473895 ########## 04/13/2022 20:19:41 - INFO - __main__ - ########## val_th_acc 0.6706827309236948 ########## 04/13/2022 20:19:45 - INFO - __main__ - ########## val_tr_acc 0.6975903614457831 ########## 04/13/2022 20:19:50 - INFO - __main__ - ########## val_ur_acc 0.6140562248995984 ########## 04/13/2022 20:19:55 - INFO - __main__ - ########## val_vi_acc 0.7028112449799196 ########## 04/13/2022 20:20:00 - INFO - __main__ - ########## val_zh_acc 0.727710843373494 ########## 04/13/2022 20:20:10 - INFO - __main__ - ########## test_ar_acc 0.6992015968063873 ########## 04/13/2022 20:20:19 - INFO - __main__ - ########## test_bg_acc 0.7431137724550898 ########## 04/13/2022 20:20:29 - INFO - __main__ - ########## test_de_acc 0.7502994011976047 ########## 04/13/2022 20:20:39 - INFO - __main__ - ########## test_el_acc 0.7169660678642714 ########## 04/13/2022 20:20:48 - INFO - __main__ - ########## test_en_acc 0.8415169660678643 ########## 04/13/2022 20:20:57 - INFO - __main__ - ########## test_es_acc 0.7740518962075849 ########## 04/13/2022 20:21:07 - INFO - __main__ - ########## test_fr_acc 0.7736526946107785 ########## 04/13/2022 20:21:17 - INFO - __main__ - ########## test_hi_acc 0.6441117764471058 ########## 04/13/2022 20:21:26 - INFO - __main__ - ########## test_ru_acc 0.7285429141716567 ########## 04/13/2022 20:21:35 - INFO - __main__ - ########## test_sw_acc 0.651497005988024 ########## 04/13/2022 20:21:45 - INFO - __main__ - ########## test_th_acc 0.6796407185628742 ########## 04/13/2022 20:21:54 - INFO - __main__ - ########## test_tr_acc 0.6976047904191617 ########## 04/13/2022 20:22:05 - INFO - __main__ - ########## test_ur_acc 0.619560878243513 ########## 04/13/2022 20:22:14 - INFO - __main__ - ########## test_vi_acc 0.7139720558882235 ########## 04/13/2022 20:22:23 - INFO - __main__ - ########## test_zh_acc 0.7131736526946107 ########## 04/13/2022 20:22:23 - INFO - __main__ - val_ar_acc = 0.689156626506024 04/13/2022 20:22:23 - INFO - __main__ - val_bg_acc = 0.7397590361445783 04/13/2022 20:22:23 - INFO - __main__ - val_de_acc = 0.7530120481927711 04/13/2022 20:22:23 - INFO - __main__ - val_el_acc = 0.729718875502008 04/13/2022 20:22:23 - INFO - __main__ - val_en_acc = 0.8449799196787149 04/13/2022 20:22:23 - INFO - __main__ - val_es_acc = 0.7746987951807229 04/13/2022 20:22:23 - INFO - __main__ - val_fr_acc = 0.7622489959839357 04/13/2022 20:22:23 - INFO - __main__ - val_hi_acc = 0.6602409638554216 04/13/2022 20:22:23 - INFO - __main__ - val_ru_acc = 0.7240963855421687 04/13/2022 20:22:23 - INFO - __main__ - val_sw_acc = 0.6413654618473895 04/13/2022 20:22:23 - INFO - __main__ - val_th_acc = 0.6706827309236948 04/13/2022 20:22:23 - INFO - __main__ - val_tr_acc = 0.6975903614457831 04/13/2022 20:22:23 - INFO - __main__ - val_ur_acc = 0.6140562248995984 04/13/2022 20:22:23 - INFO - __main__ - val_vi_acc = 0.7028112449799196 04/13/2022 20:22:23 - INFO - __main__ - val_zh_acc = 0.727710843373494 04/13/2022 20:22:23 - INFO - __main__ - val_avg_acc = 0.7154752342704149 04/13/2022 20:22:23 - INFO - __main__ - test_ar_acc = 0.6992015968063873 04/13/2022 20:22:23 - INFO - __main__ - test_bg_acc = 0.7431137724550898 04/13/2022 20:22:23 - INFO - __main__ - test_de_acc = 0.7502994011976047 04/13/2022 20:22:23 - INFO - __main__ - test_el_acc = 0.7169660678642714 04/13/2022 20:22:23 - INFO - __main__ - test_en_acc = 0.8415169660678643 04/13/2022 20:22:23 - INFO - __main__ - test_es_acc = 0.7740518962075849 04/13/2022 20:22:23 - INFO - __main__ - test_fr_acc = 0.7736526946107785 04/13/2022 20:22:23 - INFO - __main__ - test_hi_acc = 0.6441117764471058 04/13/2022 20:22:23 - INFO - __main__ - test_ru_acc = 0.7285429141716567 04/13/2022 20:22:23 - INFO - __main__ - test_sw_acc = 0.651497005988024 04/13/2022 20:22:23 - INFO - __main__ - test_th_acc = 0.6796407185628742 04/13/2022 20:22:23 - INFO - __main__ - test_tr_acc = 0.6976047904191617 04/13/2022 20:22:23 - INFO - __main__ - test_ur_acc = 0.619560878243513 04/13/2022 20:22:23 - INFO - __main__ - test_vi_acc = 0.7139720558882235 04/13/2022 20:22:23 - INFO - __main__ - test_zh_acc = 0.7131736526946107 04/13/2022 20:22:23 - INFO - __main__ - test_avg_acc = 0.7164604125083168 04/13/2022 20:22:24 - INFO - utils - remove old ckpt: xnli_right_avg_new/ckpt/step-587500-test_avg_acc-0.7164604125083168-val_avg_acc-0.7154752342704149 04/13/2022 20:22:24 - INFO - __main__ - ********** Evaluating Done ********** 04/13/2022 20:22:29 - INFO - __main__ - global_steps 587550 loss: 0.05618648 04/13/2022 20:22:34 - INFO - __main__ - global_steps 587600 loss: 0.05739464 04/13/2022 20:22:39 - INFO - __main__ - global_steps 587650 loss: 0.08230920 04/13/2022 20:22:45 - INFO - __main__ - global_steps 587700 loss: 0.03747779 04/13/2022 20:22:52 - INFO - __main__ - global_steps 587750 loss: 0.04553414 04/13/2022 20:22:58 - INFO - __main__ - global_steps 587800 loss: 0.06149051 04/13/2022 20:23:05 - INFO - __main__ - global_steps 587850 loss: 0.04866949 04/13/2022 20:23:12 - INFO - __main__ - global_steps 587900 loss: 0.05446234 04/13/2022 20:23:19 - INFO - __main__ - global_steps 587950 loss: 0.06098652 04/13/2022 20:23:25 - INFO - __main__ - global_steps 588000 loss: 0.07163481 04/13/2022 20:23:32 - INFO - __main__ - global_steps 588050 loss: 0.05140048 04/13/2022 20:23:39 - INFO - __main__ - global_steps 588100 loss: 0.09857484 04/13/2022 20:23:45 - INFO - __main__ - global_steps 588150 loss: 0.04554884 04/13/2022 20:23:52 - INFO - __main__ - global_steps 588200 loss: 0.07408784 04/13/2022 20:23:58 - INFO - __main__ - global_steps 588250 loss: 0.04310112 04/13/2022 20:24:05 - INFO - __main__ - global_steps 588300 loss: 0.04606175 04/13/2022 20:24:12 - INFO - __main__ - global_steps 588350 loss: 0.08575380 04/13/2022 20:24:19 - INFO - __main__ - global_steps 588400 loss: 0.04238771 04/13/2022 20:24:25 - INFO - __main__ - global_steps 588450 loss: 0.02972979 04/13/2022 20:24:32 - INFO - __main__ - global_steps 588500 loss: 0.04056250 04/13/2022 20:24:39 - INFO - __main__ - global_steps 588550 loss: 0.08492681 04/13/2022 20:24:46 - INFO - __main__ - global_steps 588600 loss: 0.04597757 04/13/2022 20:24:53 - INFO - __main__ - global_steps 588650 loss: 0.08768386 04/13/2022 20:25:00 - INFO - __main__ - global_steps 588700 loss: 0.06416436 04/13/2022 20:25:07 - INFO - __main__ - global_steps 588750 loss: 0.09484043 04/13/2022 20:25:13 - INFO - __main__ - global_steps 588800 loss: 0.03645171 04/13/2022 20:25:20 - INFO - __main__ - global_steps 588850 loss: 0.04340806 04/13/2022 20:25:26 - INFO - __main__ - global_steps 588900 loss: 0.08816010 04/13/2022 20:25:33 - INFO - __main__ - global_steps 588950 loss: 0.07224535 04/13/2022 20:25:40 - INFO - __main__ - global_steps 589000 loss: 0.04267054 04/13/2022 20:25:46 - INFO - __main__ - global_steps 589050 loss: 0.04275367 04/13/2022 20:25:53 - INFO - __main__ - global_steps 589100 loss: 0.07624225 04/13/2022 20:26:00 - INFO - __main__ - global_steps 589150 loss: 0.06911944 04/13/2022 20:26:06 - INFO - __main__ - global_steps 589200 loss: 0.05839812 04/13/2022 20:26:13 - INFO - __main__ - global_steps 589250 loss: 0.05189081 04/13/2022 20:26:20 - INFO - __main__ - global_steps 589300 loss: 0.03691377 04/13/2022 20:26:26 - INFO - __main__ - global_steps 589350 loss: 0.04518854 04/13/2022 20:26:33 - INFO - __main__ - global_steps 589400 loss: 0.06399382 04/13/2022 20:26:39 - INFO - __main__ - global_steps 589450 loss: 0.07777766 04/13/2022 20:26:46 - INFO - __main__ - global_steps 589500 loss: 0.04822590 04/13/2022 20:26:53 - INFO - __main__ - global_steps 589550 loss: 0.07834813 04/13/2022 20:27:00 - INFO - __main__ - global_steps 589600 loss: 0.04331396 04/13/2022 20:27:07 - INFO - __main__ - global_steps 589650 loss: 0.08368340 04/13/2022 20:27:13 - INFO - __main__ - global_steps 589700 loss: 0.03847787 04/13/2022 20:27:20 - INFO - __main__ - global_steps 589750 loss: 0.07390072 04/13/2022 20:27:27 - INFO - __main__ - global_steps 589800 loss: 0.03750247 04/13/2022 20:27:33 - INFO - __main__ - global_steps 589850 loss: 0.04878250 04/13/2022 20:27:40 - INFO - __main__ - global_steps 589900 loss: 0.07423898 04/13/2022 20:27:47 - INFO - __main__ - global_steps 589950 loss: 0.07476521 04/13/2022 20:27:54 - INFO - __main__ - global_steps 590000 loss: 0.04763275 04/13/2022 20:27:54 - INFO - __main__ - ********** Running evaluating ********** 04/13/2022 20:28:01 - INFO - __main__ - ########## val_ar_acc 0.6799196787148595 ########## 04/13/2022 20:28:08 - INFO - __main__ - ########## val_bg_acc 0.7305220883534137 ########## 04/13/2022 20:28:15 - INFO - __main__ - ########## val_de_acc 0.7421686746987952 ########## 04/13/2022 20:28:23 - INFO - __main__ - ########## val_el_acc 0.7184738955823293 ########## 04/13/2022 20:28:29 - INFO - __main__ - ########## val_en_acc 0.8437751004016064 ########## 04/13/2022 20:28:37 - INFO - __main__ - ########## val_es_acc 0.7759036144578313 ########## 04/13/2022 20:28:44 - INFO - __main__ - ########## val_fr_acc 0.7594377510040161 ########## 04/13/2022 20:28:52 - INFO - __main__ - ########## val_hi_acc 0.648995983935743 ########## 04/13/2022 20:28:59 - INFO - __main__ - ########## val_ru_acc 0.7132530120481928 ########## 04/13/2022 20:29:07 - INFO - __main__ - ########## val_sw_acc 0.6196787148594377 ########## 04/13/2022 20:29:14 - INFO - __main__ - ########## val_th_acc 0.6630522088353413 ########## 04/13/2022 20:29:21 - INFO - __main__ - ########## val_tr_acc 0.6827309236947792 ########## 04/13/2022 20:29:28 - INFO - __main__ - ########## val_ur_acc 0.6008032128514056 ########## 04/13/2022 20:29:35 - INFO - __main__ - ########## val_vi_acc 0.7072289156626506 ########## 04/13/2022 20:29:42 - INFO - __main__ - ########## val_zh_acc 0.7164658634538152 ########## 04/13/2022 20:29:56 - INFO - __main__ - ########## test_ar_acc 0.6950099800399202 ########## 04/13/2022 20:30:12 - INFO - __main__ - ########## test_bg_acc 0.7373253493013973 ########## 04/13/2022 20:30:27 - INFO - __main__ - ########## test_de_acc 0.7347305389221557 ########## 04/13/2022 20:30:42 - INFO - __main__ - ########## test_el_acc 0.7139720558882235 ########## 04/13/2022 20:30:56 - INFO - __main__ - ########## test_en_acc 0.8343313373253493 ########## 04/13/2022 20:31:10 - INFO - __main__ - ########## test_es_acc 0.768063872255489 ########## 04/13/2022 20:31:25 - INFO - __main__ - ########## test_fr_acc 0.7658682634730539 ########## 04/13/2022 20:31:41 - INFO - __main__ - ########## test_hi_acc 0.6323353293413174 ########## 04/13/2022 20:31:56 - INFO - __main__ - ########## test_ru_acc 0.7181636726546906 ########## 04/13/2022 20:32:10 - INFO - __main__ - ########## test_sw_acc 0.639121756487026 ########## 04/13/2022 20:32:24 - INFO - __main__ - ########## test_th_acc 0.6768463073852296 ########## 04/13/2022 20:32:38 - INFO - __main__ - ########## test_tr_acc 0.6826347305389222 ########## 04/13/2022 20:32:53 - INFO - __main__ - ########## test_ur_acc 0.6111776447105789 ########## 04/13/2022 20:33:08 - INFO - __main__ - ########## test_vi_acc 0.7069860279441118 ########## 04/13/2022 20:33:22 - INFO - __main__ - ########## test_zh_acc 0.7017964071856287 ########## 04/13/2022 20:33:22 - INFO - __main__ - val_ar_acc = 0.6799196787148595 04/13/2022 20:33:22 - INFO - __main__ - val_bg_acc = 0.7305220883534137 04/13/2022 20:33:22 - INFO - __main__ - val_de_acc = 0.7421686746987952 04/13/2022 20:33:22 - INFO - __main__ - val_el_acc = 0.7184738955823293 04/13/2022 20:33:22 - INFO - __main__ - val_en_acc = 0.8437751004016064 04/13/2022 20:33:22 - INFO - __main__ - val_es_acc = 0.7759036144578313 04/13/2022 20:33:22 - INFO - __main__ - val_fr_acc = 0.7594377510040161 04/13/2022 20:33:22 - INFO - __main__ - val_hi_acc = 0.648995983935743 04/13/2022 20:33:22 - INFO - __main__ - val_ru_acc = 0.7132530120481928 04/13/2022 20:33:22 - INFO - __main__ - val_sw_acc = 0.6196787148594377 04/13/2022 20:33:22 - INFO - __main__ - val_th_acc = 0.6630522088353413 04/13/2022 20:33:22 - INFO - __main__ - val_tr_acc = 0.6827309236947792 04/13/2022 20:33:22 - INFO - __main__ - val_ur_acc = 0.6008032128514056 04/13/2022 20:33:22 - INFO - __main__ - val_vi_acc = 0.7072289156626506 04/13/2022 20:33:22 - INFO - __main__ - val_zh_acc = 0.7164658634538152 04/13/2022 20:33:22 - INFO - __main__ - val_avg_acc = 0.7068273092369477 04/13/2022 20:33:22 - INFO - __main__ - test_ar_acc = 0.6950099800399202 04/13/2022 20:33:22 - INFO - __main__ - test_bg_acc = 0.7373253493013973 04/13/2022 20:33:22 - INFO - __main__ - test_de_acc = 0.7347305389221557 04/13/2022 20:33:22 - INFO - __main__ - test_el_acc = 0.7139720558882235 04/13/2022 20:33:22 - INFO - __main__ - test_en_acc = 0.8343313373253493 04/13/2022 20:33:22 - INFO - __main__ - test_es_acc = 0.768063872255489 04/13/2022 20:33:22 - INFO - __main__ - test_fr_acc = 0.7658682634730539 04/13/2022 20:33:22 - INFO - __main__ - test_hi_acc = 0.6323353293413174 04/13/2022 20:33:22 - INFO - __main__ - test_ru_acc = 0.7181636726546906 04/13/2022 20:33:22 - INFO - __main__ - test_sw_acc = 0.639121756487026 04/13/2022 20:33:22 - INFO - __main__ - test_th_acc = 0.6768463073852296 04/13/2022 20:33:22 - INFO - __main__ - test_tr_acc = 0.6826347305389222 04/13/2022 20:33:22 - INFO - __main__ - test_ur_acc = 0.6111776447105789 04/13/2022 20:33:22 - INFO - __main__ - test_vi_acc = 0.7069860279441118 04/13/2022 20:33:22 - INFO - __main__ - test_zh_acc = 0.7017964071856287 04/13/2022 20:33:22 - INFO - __main__ - test_avg_acc = 0.707890884896873 04/13/2022 20:33:23 - INFO - utils - remove old ckpt: xnli_right_avg_new/ckpt/step-590000-test_avg_acc-0.707890884896873-val_avg_acc-0.7068273092369477 04/13/2022 20:33:23 - INFO - __main__ - ********** Evaluating Done ********** 04/13/2022 20:33:30 - INFO - __main__ - global_steps 590050 loss: 0.04800607 04/13/2022 20:33:37 - INFO - __main__ - global_steps 590100 loss: 0.03942982 04/13/2022 20:33:44 - INFO - __main__ - global_steps 590150 loss: 0.05972099 04/13/2022 20:33:48 - INFO - __main__ - global_steps 590200 loss: 0.06479957 04/13/2022 20:33:53 - INFO - __main__ - global_steps 590250 loss: 0.06468908 04/13/2022 20:33:58 - INFO - __main__ - global_steps 590300 loss: 0.08281269 04/13/2022 20:34:02 - INFO - __main__ - global_steps 590350 loss: 0.06819613 04/13/2022 20:34:07 - INFO - __main__ - global_steps 590400 loss: 0.03757544 04/13/2022 20:34:12 - INFO - __main__ - global_steps 590450 loss: 0.10986251 04/13/2022 20:34:17 - INFO - __main__ - global_steps 590500 loss: 0.05293212 04/13/2022 20:34:21 - INFO - __main__ - global_steps 590550 loss: 0.08322040 04/13/2022 20:34:26 - INFO - __main__ - global_steps 590600 loss: 0.05926830 04/13/2022 20:34:30 - INFO - __main__ - global_steps 590650 loss: 0.05680408 04/13/2022 20:34:35 - INFO - __main__ - global_steps 590700 loss: 0.10916616 04/13/2022 20:34:40 - INFO - __main__ - global_steps 590750 loss: 0.07693973 04/13/2022 20:34:44 - INFO - __main__ - global_steps 590800 loss: 0.08550331 04/13/2022 20:34:49 - INFO - __main__ - global_steps 590850 loss: 0.10829176 04/13/2022 20:34:54 - INFO - __main__ - global_steps 590900 loss: 0.05641243 04/13/2022 20:34:58 - INFO - __main__ - global_steps 590950 loss: 0.06291280 04/13/2022 20:35:03 - INFO - __main__ - global_steps 591000 loss: 0.06310138 04/13/2022 20:35:08 - INFO - __main__ - global_steps 591050 loss: 0.06900918 04/13/2022 20:35:12 - INFO - __main__ - global_steps 591100 loss: 0.05657392 04/13/2022 20:35:17 - INFO - __main__ - global_steps 591150 loss: 0.05600784 04/13/2022 20:35:21 - INFO - __main__ - global_steps 591200 loss: 0.05905976 04/13/2022 20:35:26 - INFO - __main__ - global_steps 591250 loss: 0.05736967 04/13/2022 20:35:31 - INFO - __main__ - global_steps 591300 loss: 0.05206436 04/13/2022 20:35:35 - INFO - __main__ - global_steps 591350 loss: 0.09915831 04/13/2022 20:35:40 - INFO - __main__ - global_steps 591400 loss: 0.09329838 04/13/2022 20:35:44 - INFO - __main__ - global_steps 591450 loss: 0.06645508 04/13/2022 20:35:49 - INFO - __main__ - global_steps 591500 loss: 0.04626407 04/13/2022 20:35:54 - INFO - __main__ - global_steps 591550 loss: 0.05190751 04/13/2022 20:35:58 - INFO - __main__ - global_steps 591600 loss: 0.10924798 04/13/2022 20:36:03 - INFO - __main__ - global_steps 591650 loss: 0.04416810 04/13/2022 20:36:08 - INFO - __main__ - global_steps 591700 loss: 0.06286876 04/13/2022 20:36:12 - INFO - __main__ - global_steps 591750 loss: 0.05203347 04/13/2022 20:36:17 - INFO - __main__ - global_steps 591800 loss: 0.04861746 04/13/2022 20:36:21 - INFO - __main__ - global_steps 591850 loss: 0.06403273 04/13/2022 20:36:26 - INFO - __main__ - global_steps 591900 loss: 0.06374437 04/13/2022 20:36:31 - INFO - __main__ - global_steps 591950 loss: 0.09929373 04/13/2022 20:36:35 - INFO - __main__ - global_steps 592000 loss: 0.07156312 04/13/2022 20:36:40 - INFO - __main__ - global_steps 592050 loss: 0.06713534 04/13/2022 20:36:44 - INFO - __main__ - global_steps 592100 loss: 0.05654207 04/13/2022 20:36:49 - INFO - __main__ - global_steps 592150 loss: 0.02868533 04/13/2022 20:36:54 - INFO - __main__ - global_steps 592200 loss: 0.08291627 04/13/2022 20:36:58 - INFO - __main__ - global_steps 592250 loss: 0.07424329 04/13/2022 20:37:03 - INFO - __main__ - global_steps 592300 loss: 0.03518550 04/13/2022 20:37:07 - INFO - __main__ - global_steps 592350 loss: 0.05586668 04/13/2022 20:37:12 - INFO - __main__ - global_steps 592400 loss: 0.06286561 04/13/2022 20:37:17 - INFO - __main__ - global_steps 592450 loss: 0.04226690 04/13/2022 20:37:21 - INFO - __main__ - global_steps 592500 loss: 0.06613844 04/13/2022 20:37:21 - INFO - __main__ - ********** Running evaluating ********** 04/13/2022 20:37:26 - INFO - __main__ - ########## val_ar_acc 0.6867469879518072 ########## 04/13/2022 20:37:30 - INFO - __main__ - ########## val_bg_acc 0.7357429718875502 ########## 04/13/2022 20:37:35 - INFO - __main__ - ########## val_de_acc 0.7453815261044177 ########## 04/13/2022 20:37:39 - INFO - __main__ - ########## val_el_acc 0.7196787148594378 ########## 04/13/2022 20:37:44 - INFO - __main__ - ########## val_en_acc 0.844578313253012 ########## 04/13/2022 20:37:48 - INFO - __main__ - ########## val_es_acc 0.7767068273092369 ########## 04/13/2022 20:37:53 - INFO - __main__ - ########## val_fr_acc 0.7642570281124498 ########## 04/13/2022 20:37:58 - INFO - __main__ - ########## val_hi_acc 0.6497991967871486 ########## 04/13/2022 20:38:02 - INFO - __main__ - ########## val_ru_acc 0.7184738955823293 ########## 04/13/2022 20:38:07 - INFO - __main__ - ########## val_sw_acc 0.6345381526104418 ########## 04/13/2022 20:38:11 - INFO - __main__ - ########## val_th_acc 0.6642570281124498 ########## 04/13/2022 20:38:15 - INFO - __main__ - ########## val_tr_acc 0.6923694779116466 ########## 04/13/2022 20:38:20 - INFO - __main__ - ########## val_ur_acc 0.6052208835341365 ########## 04/13/2022 20:38:24 - INFO - __main__ - ########## val_vi_acc 0.7056224899598393 ########## 04/13/2022 20:38:29 - INFO - __main__ - ########## val_zh_acc 0.7248995983935743 ########## 04/13/2022 20:38:38 - INFO - __main__ - ########## test_ar_acc 0.6916167664670658 ########## 04/13/2022 20:38:47 - INFO - __main__ - ########## test_bg_acc 0.7379241516966067 ########## 04/13/2022 20:38:56 - INFO - __main__ - ########## test_de_acc 0.7359281437125749 ########## 04/13/2022 20:39:06 - INFO - __main__ - ########## test_el_acc 0.720558882235529 ########## 04/13/2022 20:39:15 - INFO - __main__ - ########## test_en_acc 0.837125748502994 ########## 04/13/2022 20:39:24 - INFO - __main__ - ########## test_es_acc 0.7718562874251497 ########## 04/13/2022 20:39:33 - INFO - __main__ - ########## test_fr_acc 0.7678642714570858 ########## 04/13/2022 20:39:43 - INFO - __main__ - ########## test_hi_acc 0.6407185628742516 ########## 04/13/2022 20:39:53 - INFO - __main__ - ########## test_ru_acc 0.7221556886227545 ########## 04/13/2022 20:40:02 - INFO - __main__ - ########## test_sw_acc 0.640119760479042 ########## 04/13/2022 20:40:10 - INFO - __main__ - ########## test_th_acc 0.6780439121756487 ########## 04/13/2022 20:40:19 - INFO - __main__ - ########## test_tr_acc 0.6816367265469062 ########## 04/13/2022 20:40:29 - INFO - __main__ - ########## test_ur_acc 0.6107784431137725 ########## 04/13/2022 20:40:38 - INFO - __main__ - ########## test_vi_acc 0.7147704590818363 ########## 04/13/2022 20:40:47 - INFO - __main__ - ########## test_zh_acc 0.705189620758483 ########## 04/13/2022 20:40:47 - INFO - __main__ - val_ar_acc = 0.6867469879518072 04/13/2022 20:40:47 - INFO - __main__ - val_bg_acc = 0.7357429718875502 04/13/2022 20:40:47 - INFO - __main__ - val_de_acc = 0.7453815261044177 04/13/2022 20:40:47 - INFO - __main__ - val_el_acc = 0.7196787148594378 04/13/2022 20:40:47 - INFO - __main__ - val_en_acc = 0.844578313253012 04/13/2022 20:40:47 - INFO - __main__ - val_es_acc = 0.7767068273092369 04/13/2022 20:40:47 - INFO - __main__ - val_fr_acc = 0.7642570281124498 04/13/2022 20:40:47 - INFO - __main__ - val_hi_acc = 0.6497991967871486 04/13/2022 20:40:47 - INFO - __main__ - val_ru_acc = 0.7184738955823293 04/13/2022 20:40:47 - INFO - __main__ - val_sw_acc = 0.6345381526104418 04/13/2022 20:40:47 - INFO - __main__ - val_th_acc = 0.6642570281124498 04/13/2022 20:40:47 - INFO - __main__ - val_tr_acc = 0.6923694779116466 04/13/2022 20:40:47 - INFO - __main__ - val_ur_acc = 0.6052208835341365 04/13/2022 20:40:47 - INFO - __main__ - val_vi_acc = 0.7056224899598393 04/13/2022 20:40:47 - INFO - __main__ - val_zh_acc = 0.7248995983935743 04/13/2022 20:40:47 - INFO - __main__ - val_avg_acc = 0.7112182061579652 04/13/2022 20:40:47 - INFO - __main__ - test_ar_acc = 0.6916167664670658 04/13/2022 20:40:47 - INFO - __main__ - test_bg_acc = 0.7379241516966067 04/13/2022 20:40:47 - INFO - __main__ - test_de_acc = 0.7359281437125749 04/13/2022 20:40:47 - INFO - __main__ - test_el_acc = 0.720558882235529 04/13/2022 20:40:47 - INFO - __main__ - test_en_acc = 0.837125748502994 04/13/2022 20:40:47 - INFO - __main__ - test_es_acc = 0.7718562874251497 04/13/2022 20:40:47 - INFO - __main__ - test_fr_acc = 0.7678642714570858 04/13/2022 20:40:47 - INFO - __main__ - test_hi_acc = 0.6407185628742516 04/13/2022 20:40:47 - INFO - __main__ - test_ru_acc = 0.7221556886227545 04/13/2022 20:40:47 - INFO - __main__ - test_sw_acc = 0.640119760479042 04/13/2022 20:40:47 - INFO - __main__ - test_th_acc = 0.6780439121756487 04/13/2022 20:40:47 - INFO - __main__ - test_tr_acc = 0.6816367265469062 04/13/2022 20:40:47 - INFO - __main__ - test_ur_acc = 0.6107784431137725 04/13/2022 20:40:47 - INFO - __main__ - test_vi_acc = 0.7147704590818363 04/13/2022 20:40:47 - INFO - __main__ - test_zh_acc = 0.705189620758483 04/13/2022 20:40:47 - INFO - __main__ - test_avg_acc = 0.7104191616766468 04/13/2022 20:40:48 - INFO - utils - remove old ckpt: xnli_right_avg_new/ckpt/step-592500-test_avg_acc-0.7104191616766468-val_avg_acc-0.7112182061579652 04/13/2022 20:40:48 - INFO - __main__ - ********** Evaluating Done ********** 04/13/2022 20:40:53 - INFO - __main__ - global_steps 592550 loss: 0.06033261 04/13/2022 20:40:58 - INFO - __main__ - global_steps 592600 loss: 0.05966762 04/13/2022 20:41:03 - INFO - __main__ - global_steps 592650 loss: 0.05675947 04/13/2022 20:41:08 - INFO - __main__ - global_steps 592700 loss: 0.05258924 04/13/2022 20:41:12 - INFO - __main__ - global_steps 592750 loss: 0.08207793 04/13/2022 20:41:17 - INFO - __main__ - global_steps 592800 loss: 0.05480914 04/13/2022 20:41:22 - INFO - __main__ - global_steps 592850 loss: 0.07790306 04/13/2022 20:41:26 - INFO - __main__ - global_steps 592900 loss: 0.04849791 04/13/2022 20:41:31 - INFO - __main__ - global_steps 592950 loss: 0.07231181 04/13/2022 20:41:36 - INFO - __main__ - global_steps 593000 loss: 0.06319240 04/13/2022 20:41:41 - INFO - __main__ - global_steps 593050 loss: 0.13569719 04/13/2022 20:41:45 - INFO - __main__ - global_steps 593100 loss: 0.04950172 04/13/2022 20:41:50 - INFO - __main__ - global_steps 593150 loss: 0.02623532 04/13/2022 20:41:55 - INFO - __main__ - global_steps 593200 loss: 0.08271684 04/13/2022 20:41:59 - INFO - __main__ - global_steps 593250 loss: 0.05743212 04/13/2022 20:42:04 - INFO - __main__ - global_steps 593300 loss: 0.09278716 04/13/2022 20:42:09 - INFO - __main__ - global_steps 593350 loss: 0.04857448 04/13/2022 20:42:13 - INFO - __main__ - global_steps 593400 loss: 0.05030044 04/13/2022 20:42:18 - INFO - __main__ - global_steps 593450 loss: 0.06565850 04/13/2022 20:42:23 - INFO - __main__ - global_steps 593500 loss: 0.06021079 04/13/2022 20:42:28 - INFO - __main__ - global_steps 593550 loss: 0.05751699 04/13/2022 20:42:32 - INFO - __main__ - global_steps 593600 loss: 0.05993283 04/13/2022 20:42:37 - INFO - __main__ - global_steps 593650 loss: 0.02834469 04/13/2022 20:42:42 - INFO - __main__ - global_steps 593700 loss: 0.08064565 04/13/2022 20:42:47 - INFO - __main__ - global_steps 593750 loss: 0.06963415 04/13/2022 20:42:51 - INFO - __main__ - global_steps 593800 loss: 0.06189808 04/13/2022 20:42:56 - INFO - __main__ - global_steps 593850 loss: 0.07200961 04/13/2022 20:43:01 - INFO - __main__ - global_steps 593900 loss: 0.07981611 04/13/2022 20:43:06 - INFO - __main__ - global_steps 593950 loss: 0.05455336 04/13/2022 20:43:10 - INFO - __main__ - global_steps 594000 loss: 0.05622913 04/13/2022 20:43:15 - INFO - __main__ - global_steps 594050 loss: 0.04666819 04/13/2022 20:43:20 - INFO - __main__ - global_steps 594100 loss: 0.06504192 04/13/2022 20:43:29 - INFO - __main__ - global_steps 594150 loss: 0.05492248 04/13/2022 20:43:35 - INFO - __main__ - global_steps 594200 loss: 0.05976478 04/13/2022 20:43:40 - INFO - __main__ - global_steps 594250 loss: 0.07284653 04/13/2022 20:43:45 - INFO - __main__ - global_steps 594300 loss: 0.06835450 04/13/2022 20:43:49 - INFO - __main__ - global_steps 594350 loss: 0.04160903 04/13/2022 20:43:54 - INFO - __main__ - global_steps 594400 loss: 0.05079567 04/13/2022 20:43:59 - INFO - __main__ - global_steps 594450 loss: 0.04557170 04/13/2022 20:44:03 - INFO - __main__ - global_steps 594500 loss: 0.05074734 04/13/2022 20:44:08 - INFO - __main__ - global_steps 594550 loss: 0.04685732 04/13/2022 20:44:13 - INFO - __main__ - global_steps 594600 loss: 0.04215116 04/13/2022 20:44:17 - INFO - __main__ - global_steps 594650 loss: 0.04721414 04/13/2022 20:44:22 - INFO - __main__ - global_steps 594700 loss: 0.03923981 04/13/2022 20:44:26 - INFO - __main__ - global_steps 594750 loss: 0.05068251 04/13/2022 20:44:31 - INFO - __main__ - global_steps 594800 loss: 0.07583434 04/13/2022 20:44:35 - INFO - __main__ - global_steps 594850 loss: 0.04292123 04/13/2022 20:44:39 - INFO - __main__ - global_steps 594900 loss: 0.05708947 04/13/2022 20:44:43 - INFO - __main__ - global_steps 594950 loss: 0.14282944 04/13/2022 20:44:48 - INFO - __main__ - global_steps 595000 loss: 0.02474767 04/13/2022 20:44:48 - INFO - __main__ - ********** Running evaluating ********** 04/13/2022 20:44:52 - INFO - __main__ - ########## val_ar_acc 0.6959839357429719 ########## 04/13/2022 20:44:57 - INFO - __main__ - ########## val_bg_acc 0.7473895582329317 ########## 04/13/2022 20:45:01 - INFO - __main__ - ########## val_de_acc 0.7606425702811245 ########## 04/13/2022 20:45:06 - INFO - __main__ - ########## val_el_acc 0.742570281124498 ########## 04/13/2022 20:45:10 - INFO - __main__ - ########## val_en_acc 0.851004016064257 ########## 04/13/2022 20:45:15 - INFO - __main__ - ########## val_es_acc 0.785140562248996 ########## 04/13/2022 20:45:19 - INFO - __main__ - ########## val_fr_acc 0.772289156626506 ########## 04/13/2022 20:45:24 - INFO - __main__ - ########## val_hi_acc 0.6650602409638554 ########## 04/13/2022 20:45:29 - INFO - __main__ - ########## val_ru_acc 0.7325301204819277 ########## 04/13/2022 20:45:33 - INFO - __main__ - ########## val_sw_acc 0.6586345381526104 ########## 04/13/2022 20:45:38 - INFO - __main__ - ########## val_th_acc 0.6779116465863454 ########## 04/13/2022 20:45:42 - INFO - __main__ - ########## val_tr_acc 0.6975903614457831 ########## 04/13/2022 20:45:47 - INFO - __main__ - ########## val_ur_acc 0.6253012048192771 ########## 04/13/2022 20:45:51 - INFO - __main__ - ########## val_vi_acc 0.7108433734939759 ########## 04/13/2022 20:45:56 - INFO - __main__ - ########## val_zh_acc 0.7365461847389558 ########## 04/13/2022 20:46:05 - INFO - __main__ - ########## test_ar_acc 0.7075848303393214 ########## 04/13/2022 20:46:14 - INFO - __main__ - ########## test_bg_acc 0.7520958083832335 ########## 04/13/2022 20:46:23 - INFO - __main__ - ########## test_de_acc 0.7572854291417166 ########## 04/13/2022 20:46:33 - INFO - __main__ - ########## test_el_acc 0.7367265469061877 ########## 04/13/2022 20:46:42 - INFO - __main__ - ########## test_en_acc 0.8429141716566866 ########## 04/13/2022 20:46:51 - INFO - __main__ - ########## test_es_acc 0.7838323353293413 ########## 04/13/2022 20:47:00 - INFO - __main__ - ########## test_fr_acc 0.7846307385229541 ########## 04/13/2022 20:47:10 - INFO - __main__ - ########## test_hi_acc 0.6574850299401198 ########## 04/13/2022 20:47:19 - INFO - __main__ - ########## test_ru_acc 0.7369261477045909 ########## 04/13/2022 20:47:27 - INFO - __main__ - ########## test_sw_acc 0.6582834331337325 ########## 04/13/2022 20:47:36 - INFO - __main__ - ########## test_th_acc 0.6916167664670658 ########## 04/13/2022 20:47:44 - INFO - __main__ - ########## test_tr_acc 0.7003992015968064 ########## 04/13/2022 20:47:53 - INFO - __main__ - ########## test_ur_acc 0.6303393213572854 ########## 04/13/2022 20:48:02 - INFO - __main__ - ########## test_vi_acc 0.730938123752495 ########## 04/13/2022 20:48:11 - INFO - __main__ - ########## test_zh_acc 0.720558882235529 ########## 04/13/2022 20:48:11 - INFO - __main__ - val_ar_acc = 0.6959839357429719 04/13/2022 20:48:11 - INFO - __main__ - val_bg_acc = 0.7473895582329317 04/13/2022 20:48:11 - INFO - __main__ - val_de_acc = 0.7606425702811245 04/13/2022 20:48:11 - INFO - __main__ - val_el_acc = 0.742570281124498 04/13/2022 20:48:11 - INFO - __main__ - val_en_acc = 0.851004016064257 04/13/2022 20:48:11 - INFO - __main__ - val_es_acc = 0.785140562248996 04/13/2022 20:48:11 - INFO - __main__ - val_fr_acc = 0.772289156626506 04/13/2022 20:48:11 - INFO - __main__ - val_hi_acc = 0.6650602409638554 04/13/2022 20:48:11 - INFO - __main__ - val_ru_acc = 0.7325301204819277 04/13/2022 20:48:11 - INFO - __main__ - val_sw_acc = 0.6586345381526104 04/13/2022 20:48:11 - INFO - __main__ - val_th_acc = 0.6779116465863454 04/13/2022 20:48:11 - INFO - __main__ - val_tr_acc = 0.6975903614457831 04/13/2022 20:48:11 - INFO - __main__ - val_ur_acc = 0.6253012048192771 04/13/2022 20:48:11 - INFO - __main__ - val_vi_acc = 0.7108433734939759 04/13/2022 20:48:11 - INFO - __main__ - val_zh_acc = 0.7365461847389558 04/13/2022 20:48:11 - INFO - __main__ - val_avg_acc = 0.7239625167336011 04/13/2022 20:48:11 - INFO - __main__ - test_ar_acc = 0.7075848303393214 04/13/2022 20:48:11 - INFO - __main__ - test_bg_acc = 0.7520958083832335 04/13/2022 20:48:11 - INFO - __main__ - test_de_acc = 0.7572854291417166 04/13/2022 20:48:11 - INFO - __main__ - test_el_acc = 0.7367265469061877 04/13/2022 20:48:11 - INFO - __main__ - test_en_acc = 0.8429141716566866 04/13/2022 20:48:11 - INFO - __main__ - test_es_acc = 0.7838323353293413 04/13/2022 20:48:11 - INFO - __main__ - test_fr_acc = 0.7846307385229541 04/13/2022 20:48:11 - INFO - __main__ - test_hi_acc = 0.6574850299401198 04/13/2022 20:48:11 - INFO - __main__ - test_ru_acc = 0.7369261477045909 04/13/2022 20:48:11 - INFO - __main__ - test_sw_acc = 0.6582834331337325 04/13/2022 20:48:11 - INFO - __main__ - test_th_acc = 0.6916167664670658 04/13/2022 20:48:11 - INFO - __main__ - test_tr_acc = 0.7003992015968064 04/13/2022 20:48:11 - INFO - __main__ - test_ur_acc = 0.6303393213572854 04/13/2022 20:48:11 - INFO - __main__ - test_vi_acc = 0.730938123752495 04/13/2022 20:48:11 - INFO - __main__ - test_zh_acc = 0.720558882235529 04/13/2022 20:48:11 - INFO - __main__ - test_avg_acc = 0.7261077844311378 04/13/2022 20:48:12 - INFO - utils - remove old ckpt: xnli_right_avg_new/ckpt/step-595000-test_avg_acc-0.7261077844311378-val_avg_acc-0.7239625167336011 04/13/2022 20:48:12 - INFO - __main__ - ********** Evaluating Done ********** 04/13/2022 20:48:17 - INFO - __main__ - global_steps 595050 loss: 0.04301299 04/13/2022 20:48:21 - INFO - __main__ - global_steps 595100 loss: 0.07588327 04/13/2022 20:48:26 - INFO - __main__ - global_steps 595150 loss: 0.03627204 04/13/2022 20:48:30 - INFO - __main__ - global_steps 595200 loss: 0.06524961 04/13/2022 20:48:35 - INFO - __main__ - global_steps 595250 loss: 0.04866430 04/13/2022 20:48:39 - INFO - __main__ - global_steps 595300 loss: 0.04530914 04/13/2022 20:48:43 - INFO - __main__ - global_steps 595350 loss: 0.05945152 04/13/2022 20:48:48 - INFO - __main__ - global_steps 595400 loss: 0.04245592 04/13/2022 20:48:52 - INFO - __main__ - global_steps 595450 loss: 0.06766261 04/13/2022 20:48:56 - INFO - __main__ - global_steps 595500 loss: 0.09708958 04/13/2022 20:49:01 - INFO - __main__ - global_steps 595550 loss: 0.09207664 04/13/2022 20:49:05 - INFO - __main__ - global_steps 595600 loss: 0.09207623 04/13/2022 20:49:09 - INFO - __main__ - global_steps 595650 loss: 0.03913707 04/13/2022 20:49:14 - INFO - __main__ - global_steps 595700 loss: 0.03753124 04/13/2022 20:49:18 - INFO - __main__ - global_steps 595750 loss: 0.07091894 04/13/2022 20:49:22 - INFO - __main__ - global_steps 595800 loss: 0.03801257 04/13/2022 20:49:27 - INFO - __main__ - global_steps 595850 loss: 0.06031866 04/13/2022 20:49:31 - INFO - __main__ - global_steps 595900 loss: 0.10438755 04/13/2022 20:49:36 - INFO - __main__ - global_steps 595950 loss: 0.05490731 04/13/2022 20:49:41 - INFO - __main__ - global_steps 596000 loss: 0.05150778 04/13/2022 20:49:45 - INFO - __main__ - global_steps 596050 loss: 0.05848546 04/13/2022 20:49:50 - INFO - __main__ - global_steps 596100 loss: 0.06170358 04/13/2022 20:49:54 - INFO - __main__ - global_steps 596150 loss: 0.06122445 04/13/2022 20:49:58 - INFO - __main__ - global_steps 596200 loss: 0.04670674 04/13/2022 20:50:03 - INFO - __main__ - global_steps 596250 loss: 0.09180569 04/13/2022 20:50:07 - INFO - __main__ - global_steps 596300 loss: 0.05476834 04/13/2022 20:50:12 - INFO - __main__ - global_steps 596350 loss: 0.09363661 04/13/2022 20:50:16 - INFO - __main__ - global_steps 596400 loss: 0.05688107 04/13/2022 20:50:21 - INFO - __main__ - global_steps 596450 loss: 0.06735460 04/13/2022 20:50:25 - INFO - __main__ - global_steps 596500 loss: 0.05105662 04/13/2022 20:50:29 - INFO - __main__ - global_steps 596550 loss: 0.04684082 04/13/2022 20:50:34 - INFO - __main__ - global_steps 596600 loss: 0.08158476 04/13/2022 20:50:39 - INFO - __main__ - global_steps 596650 loss: 0.05883125 04/13/2022 20:50:43 - INFO - __main__ - global_steps 596700 loss: 0.06275050 04/13/2022 20:50:47 - INFO - __main__ - global_steps 596750 loss: 0.05469426 04/13/2022 20:50:52 - INFO - __main__ - global_steps 596800 loss: 0.04088749 04/13/2022 20:50:56 - INFO - __main__ - global_steps 596850 loss: 0.05416858 04/13/2022 20:51:00 - INFO - __main__ - global_steps 596900 loss: 0.08111250 04/13/2022 20:51:05 - INFO - __main__ - global_steps 596950 loss: 0.08928033 04/13/2022 20:51:09 - INFO - __main__ - global_steps 597000 loss: 0.04589273 04/13/2022 20:51:13 - INFO - __main__ - global_steps 597050 loss: 0.07614013 04/13/2022 20:51:18 - INFO - __main__ - global_steps 597100 loss: 0.04508598 04/13/2022 20:51:22 - INFO - __main__ - global_steps 597150 loss: 0.05905352 04/13/2022 20:51:26 - INFO - __main__ - global_steps 597200 loss: 0.05938323 04/13/2022 20:51:31 - INFO - __main__ - global_steps 597250 loss: 0.05250675 04/13/2022 20:51:35 - INFO - __main__ - global_steps 597300 loss: 0.03089777 04/13/2022 20:51:40 - INFO - __main__ - global_steps 597350 loss: 0.06204060 04/13/2022 20:51:44 - INFO - __main__ - global_steps 597400 loss: 0.05704157 04/13/2022 20:51:49 - INFO - __main__ - global_steps 597450 loss: 0.06449026 04/13/2022 20:51:54 - INFO - __main__ - global_steps 597500 loss: 0.05997341 04/13/2022 20:51:54 - INFO - __main__ - ********** Running evaluating ********** 04/13/2022 20:51:58 - INFO - __main__ - ########## val_ar_acc 0.7024096385542169 ########## 04/13/2022 20:52:03 - INFO - __main__ - ########## val_bg_acc 0.7385542168674699 ########## 04/13/2022 20:52:07 - INFO - __main__ - ########## val_de_acc 0.7534136546184739 ########## 04/13/2022 20:52:12 - INFO - __main__ - ########## val_el_acc 0.7401606425702811 ########## 04/13/2022 20:52:16 - INFO - __main__ - ########## val_en_acc 0.8449799196787149 ########## 04/13/2022 20:52:21 - INFO - __main__ - ########## val_es_acc 0.7815261044176707 ########## 04/13/2022 20:52:25 - INFO - __main__ - ########## val_fr_acc 0.770281124497992 ########## 04/13/2022 20:52:30 - INFO - __main__ - ########## val_hi_acc 0.6654618473895583 ########## 04/13/2022 20:52:35 - INFO - __main__ - ########## val_ru_acc 0.7273092369477911 ########## 04/13/2022 20:52:39 - INFO - __main__ - ########## val_sw_acc 0.6457831325301204 ########## 04/13/2022 20:52:44 - INFO - __main__ - ########## val_th_acc 0.6859437751004016 ########## 04/13/2022 20:52:48 - INFO - __main__ - ########## val_tr_acc 0.6983935742971887 ########## 04/13/2022 20:52:52 - INFO - __main__ - ########## val_ur_acc 0.6240963855421687 ########## 04/13/2022 20:52:57 - INFO - __main__ - ########## val_vi_acc 0.7072289156626506 ########## 04/13/2022 20:53:01 - INFO - __main__ - ########## val_zh_acc 0.7413654618473896 ########## 04/13/2022 20:53:10 - INFO - __main__ - ########## test_ar_acc 0.7073852295409182 ########## 04/13/2022 20:53:20 - INFO - __main__ - ########## test_bg_acc 0.7506986027944111 ########## 04/13/2022 20:53:29 - INFO - __main__ - ########## test_de_acc 0.7536926147704591 ########## 04/13/2022 20:53:38 - INFO - __main__ - ########## test_el_acc 0.7345309381237525 ########## 04/13/2022 20:53:46 - INFO - __main__ - ########## test_en_acc 0.846307385229541 ########## 04/13/2022 20:53:55 - INFO - __main__ - ########## test_es_acc 0.7826347305389222 ########## 04/13/2022 20:54:04 - INFO - __main__ - ########## test_fr_acc 0.7806387225548902 ########## 04/13/2022 20:54:14 - INFO - __main__ - ########## test_hi_acc 0.6586826347305389 ########## 04/13/2022 20:54:23 - INFO - __main__ - ########## test_ru_acc 0.7321357285429142 ########## 04/13/2022 20:54:32 - INFO - __main__ - ########## test_sw_acc 0.6548902195608782 ########## 04/13/2022 20:54:41 - INFO - __main__ - ########## test_th_acc 0.694810379241517 ########## 04/13/2022 20:54:50 - INFO - __main__ - ########## test_tr_acc 0.6980039920159681 ########## 04/13/2022 20:55:00 - INFO - __main__ - ########## test_ur_acc 0.6301397205588822 ########## 04/13/2022 20:55:09 - INFO - __main__ - ########## test_vi_acc 0.7297405189620758 ########## 04/13/2022 20:55:18 - INFO - __main__ - ########## test_zh_acc 0.725748502994012 ########## 04/13/2022 20:55:18 - INFO - __main__ - val_ar_acc = 0.7024096385542169 04/13/2022 20:55:18 - INFO - __main__ - val_bg_acc = 0.7385542168674699 04/13/2022 20:55:18 - INFO - __main__ - val_de_acc = 0.7534136546184739 04/13/2022 20:55:18 - INFO - __main__ - val_el_acc = 0.7401606425702811 04/13/2022 20:55:18 - INFO - __main__ - val_en_acc = 0.8449799196787149 04/13/2022 20:55:18 - INFO - __main__ - val_es_acc = 0.7815261044176707 04/13/2022 20:55:18 - INFO - __main__ - val_fr_acc = 0.770281124497992 04/13/2022 20:55:18 - INFO - __main__ - val_hi_acc = 0.6654618473895583 04/13/2022 20:55:18 - INFO - __main__ - val_ru_acc = 0.7273092369477911 04/13/2022 20:55:18 - INFO - __main__ - val_sw_acc = 0.6457831325301204 04/13/2022 20:55:18 - INFO - __main__ - val_th_acc = 0.6859437751004016 04/13/2022 20:55:18 - INFO - __main__ - val_tr_acc = 0.6983935742971887 04/13/2022 20:55:18 - INFO - __main__ - val_ur_acc = 0.6240963855421687 04/13/2022 20:55:18 - INFO - __main__ - val_vi_acc = 0.7072289156626506 04/13/2022 20:55:18 - INFO - __main__ - val_zh_acc = 0.7413654618473896 04/13/2022 20:55:18 - INFO - __main__ - val_avg_acc = 0.7217938420348058 04/13/2022 20:55:18 - INFO - __main__ - test_ar_acc = 0.7073852295409182 04/13/2022 20:55:18 - INFO - __main__ - test_bg_acc = 0.7506986027944111 04/13/2022 20:55:18 - INFO - __main__ - test_de_acc = 0.7536926147704591 04/13/2022 20:55:18 - INFO - __main__ - test_el_acc = 0.7345309381237525 04/13/2022 20:55:18 - INFO - __main__ - test_en_acc = 0.846307385229541 04/13/2022 20:55:18 - INFO - __main__ - test_es_acc = 0.7826347305389222 04/13/2022 20:55:18 - INFO - __main__ - test_fr_acc = 0.7806387225548902 04/13/2022 20:55:18 - INFO - __main__ - test_hi_acc = 0.6586826347305389 04/13/2022 20:55:18 - INFO - __main__ - test_ru_acc = 0.7321357285429142 04/13/2022 20:55:18 - INFO - __main__ - test_sw_acc = 0.6548902195608782 04/13/2022 20:55:18 - INFO - __main__ - test_th_acc = 0.694810379241517 04/13/2022 20:55:18 - INFO - __main__ - test_tr_acc = 0.6980039920159681 04/13/2022 20:55:18 - INFO - __main__ - test_ur_acc = 0.6301397205588822 04/13/2022 20:55:18 - INFO - __main__ - test_vi_acc = 0.7297405189620758 04/13/2022 20:55:18 - INFO - __main__ - test_zh_acc = 0.725748502994012 04/13/2022 20:55:18 - INFO - __main__ - test_avg_acc = 0.7253359946773121 04/13/2022 20:55:19 - INFO - utils - remove old ckpt: xnli_right_avg_new/ckpt/step-597500-test_avg_acc-0.7253359946773121-val_avg_acc-0.7217938420348058 04/13/2022 20:55:19 - INFO - __main__ - ********** Evaluating Done ********** 04/13/2022 20:55:24 - INFO - __main__ - global_steps 597550 loss: 0.06555417 04/13/2022 20:55:29 - INFO - __main__ - global_steps 597600 loss: 0.09473479 04/13/2022 20:55:33 - INFO - __main__ - global_steps 597650 loss: 0.05708426 04/13/2022 20:55:38 - INFO - __main__ - global_steps 597700 loss: 0.03533588 04/13/2022 20:55:43 - INFO - __main__ - global_steps 597750 loss: 0.04288144 04/13/2022 20:55:48 - INFO - __main__ - global_steps 597800 loss: 0.06818777 04/13/2022 20:55:52 - INFO - __main__ - global_steps 597850 loss: 0.05051425 04/13/2022 20:55:57 - INFO - __main__ - global_steps 597900 loss: 0.04638730 04/13/2022 20:56:01 - INFO - __main__ - global_steps 597950 loss: 0.05097674 04/13/2022 20:56:06 - INFO - __main__ - global_steps 598000 loss: 0.05314903 04/13/2022 20:56:11 - INFO - __main__ - global_steps 598050 loss: 0.08201908 04/13/2022 20:56:16 - INFO - __main__ - global_steps 598100 loss: 0.07537960 04/13/2022 20:56:20 - INFO - __main__ - global_steps 598150 loss: 0.05405347 04/13/2022 20:56:24 - INFO - __main__ - global_steps 598200 loss: 0.06308973 04/13/2022 20:56:28 - INFO - __main__ - global_steps 598250 loss: 0.08977498 04/13/2022 20:56:33 - INFO - __main__ - global_steps 598300 loss: 0.04184758 04/13/2022 20:56:37 - INFO - __main__ - global_steps 598350 loss: 0.04623087 04/13/2022 20:56:41 - INFO - __main__ - global_steps 598400 loss: 0.04699802 04/13/2022 20:56:46 - INFO - __main__ - global_steps 598450 loss: 0.05349878 04/13/2022 20:56:51 - INFO - __main__ - global_steps 598500 loss: 0.06091809 04/13/2022 20:56:55 - INFO - __main__ - global_steps 598550 loss: 0.04187509 04/13/2022 20:56:59 - INFO - __main__ - global_steps 598600 loss: 0.03471451 04/13/2022 20:57:04 - INFO - __main__ - global_steps 598650 loss: 0.05841390 04/13/2022 20:57:08 - INFO - __main__ - global_steps 598700 loss: 0.05884636 04/13/2022 20:57:13 - INFO - __main__ - global_steps 598750 loss: 0.03377820 04/13/2022 20:57:17 - INFO - __main__ - global_steps 598800 loss: 0.04894134 04/13/2022 20:57:22 - INFO - __main__ - global_steps 598850 loss: 0.05329608 04/13/2022 20:57:27 - INFO - __main__ - global_steps 598900 loss: 0.05620898 04/13/2022 20:57:31 - INFO - __main__ - global_steps 598950 loss: 0.06916183 04/13/2022 20:57:36 - INFO - __main__ - global_steps 599000 loss: 0.09582675 04/13/2022 20:57:40 - INFO - __main__ - global_steps 599050 loss: 0.05529402 04/13/2022 20:57:45 - INFO - __main__ - global_steps 599100 loss: 0.07224713 04/13/2022 20:57:50 - INFO - __main__ - global_steps 599150 loss: 0.05353356 04/13/2022 20:57:55 - INFO - __main__ - global_steps 599200 loss: 0.06054158 04/13/2022 20:57:59 - INFO - __main__ - global_steps 599250 loss: 0.06013751 04/13/2022 20:58:04 - INFO - __main__ - global_steps 599300 loss: 0.03716241 04/13/2022 20:58:09 - INFO - __main__ - global_steps 599350 loss: 0.05551695 04/13/2022 20:58:13 - INFO - __main__ - global_steps 599400 loss: 0.05269299 04/13/2022 20:58:18 - INFO - __main__ - global_steps 599450 loss: 0.05017460 04/13/2022 20:58:23 - INFO - __main__ - global_steps 599500 loss: 0.04086094 04/13/2022 20:58:27 - INFO - __main__ - global_steps 599550 loss: 0.04323995 04/13/2022 20:58:32 - INFO - __main__ - global_steps 599600 loss: 0.04231525 04/13/2022 20:58:37 - INFO - __main__ - global_steps 599650 loss: 0.04192639 04/13/2022 20:58:41 - INFO - __main__ - global_steps 599700 loss: 0.06619039 04/13/2022 20:58:46 - INFO - __main__ - global_steps 599750 loss: 0.06685009 04/13/2022 20:58:51 - INFO - __main__ - global_steps 599800 loss: 0.05144933 04/13/2022 20:58:55 - INFO - __main__ - global_steps 599850 loss: 0.04479659 04/13/2022 20:59:00 - INFO - __main__ - global_steps 599900 loss: 0.08429431 04/13/2022 20:59:05 - INFO - __main__ - global_steps 599950 loss: 0.06980962 04/13/2022 20:59:09 - INFO - __main__ - global_steps 600000 loss: 0.08967092 04/13/2022 20:59:09 - INFO - __main__ - ********** Running evaluating ********** 04/13/2022 20:59:14 - INFO - __main__ - ########## val_ar_acc 0.7040160642570281 ########## 04/13/2022 20:59:18 - INFO - __main__ - ########## val_bg_acc 0.7421686746987952 ########## 04/13/2022 20:59:23 - INFO - __main__ - ########## val_de_acc 0.7582329317269076 ########## 04/13/2022 20:59:28 - INFO - __main__ - ########## val_el_acc 0.7465863453815261 ########## 04/13/2022 20:59:32 - INFO - __main__ - ########## val_en_acc 0.8493975903614458 ########## 04/13/2022 20:59:36 - INFO - __main__ - ########## val_es_acc 0.7835341365461848 ########## 04/13/2022 20:59:41 - INFO - __main__ - ########## val_fr_acc 0.7646586345381526 ########## 04/13/2022 20:59:46 - INFO - __main__ - ########## val_hi_acc 0.6835341365461848 ########## 04/13/2022 20:59:50 - INFO - __main__ - ########## val_ru_acc 0.7273092369477911 ########## 04/13/2022 20:59:54 - INFO - __main__ - ########## val_sw_acc 0.6534136546184739 ########## 04/13/2022 20:59:59 - INFO - __main__ - ########## val_th_acc 0.6835341365461848 ########## 04/13/2022 21:00:03 - INFO - __main__ - ########## val_tr_acc 0.7024096385542169 ########## 04/13/2022 21:00:08 - INFO - __main__ - ########## val_ur_acc 0.6269076305220883 ########## 04/13/2022 21:00:12 - INFO - __main__ - ########## val_vi_acc 0.7208835341365462 ########## 04/13/2022 21:00:17 - INFO - __main__ - ########## val_zh_acc 0.7373493975903614 ########## 04/13/2022 21:00:26 - INFO - __main__ - ########## test_ar_acc 0.7149700598802395 ########## 04/13/2022 21:00:35 - INFO - __main__ - ########## test_bg_acc 0.7564870259481038 ########## 04/13/2022 21:00:44 - INFO - __main__ - ########## test_de_acc 0.7538922155688623 ########## 04/13/2022 21:00:54 - INFO - __main__ - ########## test_el_acc 0.7429141716566866 ########## 04/13/2022 21:01:03 - INFO - __main__ - ########## test_en_acc 0.8451097804391218 ########## 04/13/2022 21:01:12 - INFO - __main__ - ########## test_es_acc 0.7846307385229541 ########## 04/13/2022 21:01:21 - INFO - __main__ - ########## test_fr_acc 0.7788423153692615 ########## 04/13/2022 21:01:31 - INFO - __main__ - ########## test_hi_acc 0.663872255489022 ########## 04/13/2022 21:01:41 - INFO - __main__ - ########## test_ru_acc 0.7369261477045909 ########## 04/13/2022 21:01:50 - INFO - __main__ - ########## test_sw_acc 0.6600798403193613 ########## 04/13/2022 21:01:59 - INFO - __main__ - ########## test_th_acc 0.689620758483034 ########## 04/13/2022 21:02:07 - INFO - __main__ - ########## test_tr_acc 0.7021956087824351 ########## 04/13/2022 21:02:17 - INFO - __main__ - ########## test_ur_acc 0.6329341317365269 ########## 04/13/2022 21:02:26 - INFO - __main__ - ########## test_vi_acc 0.7289421157684631 ########## 04/13/2022 21:02:35 - INFO - __main__ - ########## test_zh_acc 0.7275449101796407 ########## 04/13/2022 21:02:35 - INFO - __main__ - val_ar_acc = 0.7040160642570281 04/13/2022 21:02:35 - INFO - __main__ - val_bg_acc = 0.7421686746987952 04/13/2022 21:02:35 - INFO - __main__ - val_de_acc = 0.7582329317269076 04/13/2022 21:02:35 - INFO - __main__ - val_el_acc = 0.7465863453815261 04/13/2022 21:02:35 - INFO - __main__ - val_en_acc = 0.8493975903614458 04/13/2022 21:02:35 - INFO - __main__ - val_es_acc = 0.7835341365461848 04/13/2022 21:02:35 - INFO - __main__ - val_fr_acc = 0.7646586345381526 04/13/2022 21:02:35 - INFO - __main__ - val_hi_acc = 0.6835341365461848 04/13/2022 21:02:35 - INFO - __main__ - val_ru_acc = 0.7273092369477911 04/13/2022 21:02:35 - INFO - __main__ - val_sw_acc = 0.6534136546184739 04/13/2022 21:02:35 - INFO - __main__ - val_th_acc = 0.6835341365461848 04/13/2022 21:02:35 - INFO - __main__ - val_tr_acc = 0.7024096385542169 04/13/2022 21:02:35 - INFO - __main__ - val_ur_acc = 0.6269076305220883 04/13/2022 21:02:35 - INFO - __main__ - val_vi_acc = 0.7208835341365462 04/13/2022 21:02:35 - INFO - __main__ - val_zh_acc = 0.7373493975903614 04/13/2022 21:02:35 - INFO - __main__ - val_avg_acc = 0.7255957161981257 04/13/2022 21:02:35 - INFO - __main__ - test_ar_acc = 0.7149700598802395 04/13/2022 21:02:35 - INFO - __main__ - test_bg_acc = 0.7564870259481038 04/13/2022 21:02:35 - INFO - __main__ - test_de_acc = 0.7538922155688623 04/13/2022 21:02:35 - INFO - __main__ - test_el_acc = 0.7429141716566866 04/13/2022 21:02:35 - INFO - __main__ - test_en_acc = 0.8451097804391218 04/13/2022 21:02:35 - INFO - __main__ - test_es_acc = 0.7846307385229541 04/13/2022 21:02:35 - INFO - __main__ - test_fr_acc = 0.7788423153692615 04/13/2022 21:02:35 - INFO - __main__ - test_hi_acc = 0.663872255489022 04/13/2022 21:02:35 - INFO - __main__ - test_ru_acc = 0.7369261477045909 04/13/2022 21:02:35 - INFO - __main__ - test_sw_acc = 0.6600798403193613 04/13/2022 21:02:35 - INFO - __main__ - test_th_acc = 0.689620758483034 04/13/2022 21:02:35 - INFO - __main__ - test_tr_acc = 0.7021956087824351 04/13/2022 21:02:35 - INFO - __main__ - test_ur_acc = 0.6329341317365269 04/13/2022 21:02:35 - INFO - __main__ - test_vi_acc = 0.7289421157684631 04/13/2022 21:02:35 - INFO - __main__ - test_zh_acc = 0.7275449101796407 04/13/2022 21:02:35 - INFO - __main__ - test_avg_acc = 0.7279308050565535 04/13/2022 21:02:36 - INFO - utils - remove old ckpt: xnli_right_avg_new/ckpt/step-600000-test_avg_acc-0.7279308050565535-val_avg_acc-0.7255957161981257 04/13/2022 21:02:36 - INFO - __main__ - ********** Evaluating Done ********** 04/13/2022 21:02:41 - INFO - __main__ - global_steps 600050 loss: 0.07961179 04/13/2022 21:02:46 - INFO - __main__ - global_steps 600100 loss: 0.08717698 04/13/2022 21:02:51 - INFO - __main__ - global_steps 600150 loss: 0.08342568 04/13/2022 21:02:55 - INFO - __main__ - global_steps 600200 loss: 0.06431219 04/13/2022 21:03:00 - INFO - __main__ - global_steps 600250 loss: 0.09676314 04/13/2022 21:03:05 - INFO - __main__ - global_steps 600300 loss: 0.09201911 04/13/2022 21:03:09 - INFO - __main__ - global_steps 600350 loss: 0.05539716 04/13/2022 21:03:14 - INFO - __main__ - global_steps 600400 loss: 0.03906617 04/13/2022 21:03:19 - INFO - __main__ - global_steps 600450 loss: 0.04396888 04/13/2022 21:03:23 - INFO - __main__ - global_steps 600500 loss: 0.06138613 04/13/2022 21:03:28 - INFO - __main__ - global_steps 600550 loss: 0.04494399 04/13/2022 21:03:33 - INFO - __main__ - global_steps 600600 loss: 0.04070086 04/13/2022 21:03:37 - INFO - __main__ - global_steps 600650 loss: 0.05910237 04/13/2022 21:03:42 - INFO - __main__ - global_steps 600700 loss: 0.07305350 04/13/2022 21:03:47 - INFO - __main__ - global_steps 600750 loss: 0.05350008 04/13/2022 21:03:52 - INFO - __main__ - global_steps 600800 loss: 0.05579736 04/13/2022 21:03:56 - INFO - __main__ - global_steps 600850 loss: 0.06230449 04/13/2022 21:04:01 - INFO - __main__ - global_steps 600900 loss: 0.04576598 04/13/2022 21:04:06 - INFO - __main__ - global_steps 600950 loss: 0.06080709 04/13/2022 21:04:10 - INFO - __main__ - global_steps 601000 loss: 0.07654990 04/13/2022 21:04:15 - INFO - __main__ - global_steps 601050 loss: 0.06336034 04/13/2022 21:04:20 - INFO - __main__ - global_steps 601100 loss: 0.05085100 04/13/2022 21:04:25 - INFO - __main__ - global_steps 601150 loss: 0.06771103 04/13/2022 21:04:29 - INFO - __main__ - global_steps 601200 loss: 0.06695250 04/13/2022 21:04:34 - INFO - __main__ - global_steps 601250 loss: 0.03817728 04/13/2022 21:04:39 - INFO - __main__ - global_steps 601300 loss: 0.05618436 04/13/2022 21:04:43 - INFO - __main__ - global_steps 601350 loss: 0.07321624 04/13/2022 21:04:48 - INFO - __main__ - global_steps 601400 loss: 0.04631069 04/13/2022 21:04:53 - INFO - __main__ - global_steps 601450 loss: 0.05368873 04/13/2022 21:04:57 - INFO - __main__ - global_steps 601500 loss: 0.05281871 04/13/2022 21:05:02 - INFO - __main__ - global_steps 601550 loss: 0.07891433 04/13/2022 21:05:07 - INFO - __main__ - global_steps 601600 loss: 0.06185554 04/13/2022 21:05:11 - INFO - __main__ - global_steps 601650 loss: 0.06187965 04/13/2022 21:05:16 - INFO - __main__ - global_steps 601700 loss: 0.05911984 04/13/2022 21:05:21 - INFO - __main__ - global_steps 601750 loss: 0.02625561 04/13/2022 21:05:26 - INFO - __main__ - global_steps 601800 loss: 0.08027577 04/13/2022 21:05:30 - INFO - __main__ - global_steps 601850 loss: 0.03058374 04/13/2022 21:05:35 - INFO - __main__ - global_steps 601900 loss: 0.06200313 04/13/2022 21:05:40 - INFO - __main__ - global_steps 601950 loss: 0.08575024 04/13/2022 21:05:44 - INFO - __main__ - global_steps 602000 loss: 0.06088620 04/13/2022 21:05:49 - INFO - __main__ - global_steps 602050 loss: 0.05734591 04/13/2022 21:05:54 - INFO - __main__ - global_steps 602100 loss: 0.02222231 04/13/2022 21:05:58 - INFO - __main__ - global_steps 602150 loss: 0.05632423 04/13/2022 21:06:03 - INFO - __main__ - global_steps 602200 loss: 0.03218834 04/13/2022 21:06:08 - INFO - __main__ - global_steps 602250 loss: 0.03762675 04/13/2022 21:06:12 - INFO - __main__ - global_steps 602300 loss: 0.04769196 04/13/2022 21:06:17 - INFO - __main__ - global_steps 602350 loss: 0.02655153 04/13/2022 21:06:21 - INFO - __main__ - global_steps 602400 loss: 0.05566334 04/13/2022 21:06:26 - INFO - __main__ - global_steps 602450 loss: 0.01655698 04/13/2022 21:06:31 - INFO - __main__ - global_steps 602500 loss: 0.06735519 04/13/2022 21:06:31 - INFO - __main__ - ********** Running evaluating ********** 04/13/2022 21:06:35 - INFO - __main__ - ########## val_ar_acc 0.6987951807228916 ########## 04/13/2022 21:06:40 - INFO - __main__ - ########## val_bg_acc 0.7477911646586345 ########## 04/13/2022 21:06:44 - INFO - __main__ - ########## val_de_acc 0.7570281124497992 ########## 04/13/2022 21:06:49 - INFO - __main__ - ########## val_el_acc 0.738152610441767 ########## 04/13/2022 21:06:53 - INFO - __main__ - ########## val_en_acc 0.8389558232931726 ########## 04/13/2022 21:06:58 - INFO - __main__ - ########## val_es_acc 0.7759036144578313 ########## 04/13/2022 21:07:02 - INFO - __main__ - ########## val_fr_acc 0.7634538152610442 ########## 04/13/2022 21:07:07 - INFO - __main__ - ########## val_hi_acc 0.6646586345381527 ########## 04/13/2022 21:07:12 - INFO - __main__ - ########## val_ru_acc 0.7232931726907631 ########## 04/13/2022 21:07:16 - INFO - __main__ - ########## val_sw_acc 0.6506024096385542 ########## 04/13/2022 21:07:20 - INFO - __main__ - ########## val_th_acc 0.6738955823293172 ########## 04/13/2022 21:07:25 - INFO - __main__ - ########## val_tr_acc 0.7 ########## 04/13/2022 21:07:29 - INFO - __main__ - ########## val_ur_acc 0.6208835341365462 ########## 04/13/2022 21:07:34 - INFO - __main__ - ########## val_vi_acc 0.7104417670682731 ########## 04/13/2022 21:07:38 - INFO - __main__ - ########## val_zh_acc 0.7273092369477911 ########## 04/13/2022 21:07:47 - INFO - __main__ - ########## test_ar_acc 0.707185628742515 ########## 04/13/2022 21:07:57 - INFO - __main__ - ########## test_bg_acc 0.7447105788423154 ########## 04/13/2022 21:08:06 - INFO - __main__ - ########## test_de_acc 0.7510978043912175 ########## 04/13/2022 21:08:15 - INFO - __main__ - ########## test_el_acc 0.7341317365269461 ########## 04/13/2022 21:08:24 - INFO - __main__ - ########## test_en_acc 0.8419161676646707 ########## 04/13/2022 21:08:33 - INFO - __main__ - ########## test_es_acc 0.7754491017964071 ########## 04/13/2022 21:08:42 - INFO - __main__ - ########## test_fr_acc 0.7692614770459082 ########## 04/13/2022 21:08:52 - INFO - __main__ - ########## test_hi_acc 0.662874251497006 ########## 04/13/2022 21:09:02 - INFO - __main__ - ########## test_ru_acc 0.7277445109780439 ########## 04/13/2022 21:09:10 - INFO - __main__ - ########## test_sw_acc 0.6550898203592814 ########## 04/13/2022 21:09:19 - INFO - __main__ - ########## test_th_acc 0.6850299401197605 ########## 04/13/2022 21:09:28 - INFO - __main__ - ########## test_tr_acc 0.6990019960079841 ########## 04/13/2022 21:09:38 - INFO - __main__ - ########## test_ur_acc 0.6307385229540918 ########## 04/13/2022 21:09:47 - INFO - __main__ - ########## test_vi_acc 0.7237524950099801 ########## 04/13/2022 21:09:56 - INFO - __main__ - ########## test_zh_acc 0.7167664670658682 ########## 04/13/2022 21:09:56 - INFO - __main__ - val_ar_acc = 0.6987951807228916 04/13/2022 21:09:56 - INFO - __main__ - val_bg_acc = 0.7477911646586345 04/13/2022 21:09:56 - INFO - __main__ - val_de_acc = 0.7570281124497992 04/13/2022 21:09:56 - INFO - __main__ - val_el_acc = 0.738152610441767 04/13/2022 21:09:56 - INFO - __main__ - val_en_acc = 0.8389558232931726 04/13/2022 21:09:56 - INFO - __main__ - val_es_acc = 0.7759036144578313 04/13/2022 21:09:56 - INFO - __main__ - val_fr_acc = 0.7634538152610442 04/13/2022 21:09:56 - INFO - __main__ - val_hi_acc = 0.6646586345381527 04/13/2022 21:09:56 - INFO - __main__ - val_ru_acc = 0.7232931726907631 04/13/2022 21:09:56 - INFO - __main__ - val_sw_acc = 0.6506024096385542 04/13/2022 21:09:56 - INFO - __main__ - val_th_acc = 0.6738955823293172 04/13/2022 21:09:56 - INFO - __main__ - val_tr_acc = 0.7 04/13/2022 21:09:56 - INFO - __main__ - val_ur_acc = 0.6208835341365462 04/13/2022 21:09:56 - INFO - __main__ - val_vi_acc = 0.7104417670682731 04/13/2022 21:09:56 - INFO - __main__ - val_zh_acc = 0.7273092369477911 04/13/2022 21:09:56 - INFO - __main__ - val_avg_acc = 0.7194109772423026 04/13/2022 21:09:56 - INFO - __main__ - test_ar_acc = 0.707185628742515 04/13/2022 21:09:56 - INFO - __main__ - test_bg_acc = 0.7447105788423154 04/13/2022 21:09:56 - INFO - __main__ - test_de_acc = 0.7510978043912175 04/13/2022 21:09:56 - INFO - __main__ - test_el_acc = 0.7341317365269461 04/13/2022 21:09:56 - INFO - __main__ - test_en_acc = 0.8419161676646707 04/13/2022 21:09:56 - INFO - __main__ - test_es_acc = 0.7754491017964071 04/13/2022 21:09:56 - INFO - __main__ - test_fr_acc = 0.7692614770459082 04/13/2022 21:09:56 - INFO - __main__ - test_hi_acc = 0.662874251497006 04/13/2022 21:09:56 - INFO - __main__ - test_ru_acc = 0.7277445109780439 04/13/2022 21:09:56 - INFO - __main__ - test_sw_acc = 0.6550898203592814 04/13/2022 21:09:56 - INFO - __main__ - test_th_acc = 0.6850299401197605 04/13/2022 21:09:56 - INFO - __main__ - test_tr_acc = 0.6990019960079841 04/13/2022 21:09:56 - INFO - __main__ - test_ur_acc = 0.6307385229540918 04/13/2022 21:09:56 - INFO - __main__ - test_vi_acc = 0.7237524950099801 04/13/2022 21:09:56 - INFO - __main__ - test_zh_acc = 0.7167664670658682 04/13/2022 21:09:56 - INFO - __main__ - test_avg_acc = 0.7216500332667998 04/13/2022 21:09:57 - INFO - utils - remove old ckpt: xnli_right_avg_new/ckpt/step-602500-test_avg_acc-0.7216500332667998-val_avg_acc-0.7194109772423026 04/13/2022 21:09:57 - INFO - __main__ - ********** Evaluating Done ********** 04/13/2022 21:10:02 - INFO - __main__ - global_steps 602550 loss: 0.02909734 04/13/2022 21:10:07 - INFO - __main__ - global_steps 602600 loss: 0.06307037 04/13/2022 21:10:11 - INFO - __main__ - global_steps 602650 loss: 0.03548232 04/13/2022 21:10:16 - INFO - __main__ - global_steps 602700 loss: 0.05039296 04/13/2022 21:10:21 - INFO - __main__ - global_steps 602750 loss: 0.06539347 04/13/2022 21:10:26 - INFO - __main__ - global_steps 602800 loss: 0.05028001 04/13/2022 21:10:30 - INFO - __main__ - global_steps 602850 loss: 0.06735522 04/13/2022 21:10:35 - INFO - __main__ - global_steps 602900 loss: 0.05177497 04/13/2022 21:10:40 - INFO - __main__ - global_steps 602950 loss: 0.09294110 04/13/2022 21:10:44 - INFO - __main__ - global_steps 603000 loss: 0.04916720 04/13/2022 21:10:49 - INFO - __main__ - global_steps 603050 loss: 0.06718382 04/13/2022 21:10:54 - INFO - __main__ - global_steps 603100 loss: 0.06138731 04/13/2022 21:10:58 - INFO - __main__ - global_steps 603150 loss: 0.06770148 04/13/2022 21:11:03 - INFO - __main__ - global_steps 603200 loss: 0.08561557 04/13/2022 21:11:08 - INFO - __main__ - global_steps 603250 loss: 0.06991522 04/13/2022 21:11:13 - INFO - __main__ - global_steps 603300 loss: 0.04909766 04/13/2022 21:11:17 - INFO - __main__ - global_steps 603350 loss: 0.06641849 04/13/2022 21:11:22 - INFO - __main__ - global_steps 603400 loss: 0.03183161 04/13/2022 21:11:27 - INFO - __main__ - global_steps 603450 loss: 0.05589278 04/13/2022 21:11:31 - INFO - __main__ - global_steps 603500 loss: 0.07281173 04/13/2022 21:11:36 - INFO - __main__ - global_steps 603550 loss: 0.05794266 04/13/2022 21:11:41 - INFO - __main__ - global_steps 603600 loss: 0.09550630 04/13/2022 21:11:45 - INFO - __main__ - global_steps 603650 loss: 0.07746172 04/13/2022 21:11:50 - INFO - __main__ - global_steps 603700 loss: 0.03741632 04/13/2022 21:11:54 - INFO - __main__ - global_steps 603750 loss: 0.06992441 04/13/2022 21:11:59 - INFO - __main__ - global_steps 603800 loss: 0.05597018 04/13/2022 21:12:03 - INFO - __main__ - global_steps 603850 loss: 0.05000187 04/13/2022 21:12:07 - INFO - __main__ - global_steps 603900 loss: 0.07280004 04/13/2022 21:12:12 - INFO - __main__ - global_steps 603950 loss: 0.04736359 04/13/2022 21:12:16 - INFO - __main__ - global_steps 604000 loss: 0.05111710 04/13/2022 21:12:20 - INFO - __main__ - global_steps 604050 loss: 0.02594794 04/13/2022 21:12:25 - INFO - __main__ - global_steps 604100 loss: 0.04301617 04/13/2022 21:12:29 - INFO - __main__ - global_steps 604150 loss: 0.06004263 04/13/2022 21:12:33 - INFO - __main__ - global_steps 604200 loss: 0.01777351 04/13/2022 21:12:38 - INFO - __main__ - global_steps 604250 loss: 0.02930851 04/13/2022 21:12:42 - INFO - __main__ - global_steps 604300 loss: 0.07308324 04/13/2022 21:12:46 - INFO - __main__ - global_steps 604350 loss: 0.04069656 04/13/2022 21:12:51 - INFO - __main__ - global_steps 604400 loss: 0.03421716 04/13/2022 21:12:55 - INFO - __main__ - global_steps 604450 loss: 0.06426954 04/13/2022 21:13:00 - INFO - __main__ - global_steps 604500 loss: 0.06473752 04/13/2022 21:13:04 - INFO - __main__ - global_steps 604550 loss: 0.04130539 04/13/2022 21:13:09 - INFO - __main__ - global_steps 604600 loss: 0.02998542 04/13/2022 21:13:14 - INFO - __main__ - global_steps 604650 loss: 0.08918262 04/13/2022 21:13:18 - INFO - __main__ - global_steps 604700 loss: 0.09602643 04/13/2022 21:13:23 - INFO - __main__ - global_steps 604750 loss: 0.07966322 04/13/2022 21:13:28 - INFO - __main__ - global_steps 604800 loss: 0.07951409 04/13/2022 21:13:33 - INFO - __main__ - global_steps 604850 loss: 0.05419727 04/13/2022 21:13:37 - INFO - __main__ - global_steps 604900 loss: 0.05147516 04/13/2022 21:13:42 - INFO - __main__ - global_steps 604950 loss: 0.04247039 04/13/2022 21:13:47 - INFO - __main__ - global_steps 605000 loss: 0.04255838 04/13/2022 21:13:47 - INFO - __main__ - ********** Running evaluating ********** 04/13/2022 21:13:51 - INFO - __main__ - ########## val_ar_acc 0.6919678714859437 ########## 04/13/2022 21:13:56 - INFO - __main__ - ########## val_bg_acc 0.736144578313253 ########## 04/13/2022 21:14:01 - INFO - __main__ - ########## val_de_acc 0.7389558232931727 ########## 04/13/2022 21:14:05 - INFO - __main__ - ########## val_el_acc 0.7305220883534137 ########## 04/13/2022 21:14:10 - INFO - __main__ - ########## val_en_acc 0.8333333333333334 ########## 04/13/2022 21:14:14 - INFO - __main__ - ########## val_es_acc 0.7742971887550201 ########## 04/13/2022 21:14:19 - INFO - __main__ - ########## val_fr_acc 0.7566265060240964 ########## 04/13/2022 21:14:24 - INFO - __main__ - ########## val_hi_acc 0.6598393574297189 ########## 04/13/2022 21:14:29 - INFO - __main__ - ########## val_ru_acc 0.7184738955823293 ########## 04/13/2022 21:14:33 - INFO - __main__ - ########## val_sw_acc 0.6433734939759036 ########## 04/13/2022 21:14:38 - INFO - __main__ - ########## val_th_acc 0.665863453815261 ########## 04/13/2022 21:14:42 - INFO - __main__ - ########## val_tr_acc 0.6931726907630522 ########## 04/13/2022 21:14:46 - INFO - __main__ - ########## val_ur_acc 0.6132530120481928 ########## 04/13/2022 21:14:51 - INFO - __main__ - ########## val_vi_acc 0.6995983935742972 ########## 04/13/2022 21:14:55 - INFO - __main__ - ########## val_zh_acc 0.7164658634538152 ########## 04/13/2022 21:15:04 - INFO - __main__ - ########## test_ar_acc 0.6986027944111777 ########## 04/13/2022 21:15:14 - INFO - __main__ - ########## test_bg_acc 0.7397205588822355 ########## 04/13/2022 21:15:23 - INFO - __main__ - ########## test_de_acc 0.7415169660678643 ########## 04/13/2022 21:15:33 - INFO - __main__ - ########## test_el_acc 0.7197604790419162 ########## 04/13/2022 21:15:42 - INFO - __main__ - ########## test_en_acc 0.8403193612774451 ########## 04/13/2022 21:15:51 - INFO - __main__ - ########## test_es_acc 0.7676646706586826 ########## 04/13/2022 21:16:01 - INFO - __main__ - ########## test_fr_acc 0.7658682634730539 ########## 04/13/2022 21:16:11 - INFO - __main__ - ########## test_hi_acc 0.6457085828343313 ########## 04/13/2022 21:16:21 - INFO - __main__ - ########## test_ru_acc 0.7211576846307385 ########## 04/13/2022 21:16:30 - INFO - __main__ - ########## test_sw_acc 0.6469061876247505 ########## 04/13/2022 21:16:39 - INFO - __main__ - ########## test_th_acc 0.6704590818363273 ########## 04/13/2022 21:16:48 - INFO - __main__ - ########## test_tr_acc 0.6922155688622754 ########## 04/13/2022 21:16:58 - INFO - __main__ - ########## test_ur_acc 0.6215568862275449 ########## 04/13/2022 21:17:07 - INFO - __main__ - ########## test_vi_acc 0.7129740518962076 ########## 04/13/2022 21:17:16 - INFO - __main__ - ########## test_zh_acc 0.7095808383233533 ########## 04/13/2022 21:17:16 - INFO - __main__ - val_ar_acc = 0.6919678714859437 04/13/2022 21:17:16 - INFO - __main__ - val_bg_acc = 0.736144578313253 04/13/2022 21:17:16 - INFO - __main__ - val_de_acc = 0.7389558232931727 04/13/2022 21:17:16 - INFO - __main__ - val_el_acc = 0.7305220883534137 04/13/2022 21:17:16 - INFO - __main__ - val_en_acc = 0.8333333333333334 04/13/2022 21:17:16 - INFO - __main__ - val_es_acc = 0.7742971887550201 04/13/2022 21:17:16 - INFO - __main__ - val_fr_acc = 0.7566265060240964 04/13/2022 21:17:16 - INFO - __main__ - val_hi_acc = 0.6598393574297189 04/13/2022 21:17:16 - INFO - __main__ - val_ru_acc = 0.7184738955823293 04/13/2022 21:17:16 - INFO - __main__ - val_sw_acc = 0.6433734939759036 04/13/2022 21:17:16 - INFO - __main__ - val_th_acc = 0.665863453815261 04/13/2022 21:17:16 - INFO - __main__ - val_tr_acc = 0.6931726907630522 04/13/2022 21:17:16 - INFO - __main__ - val_ur_acc = 0.6132530120481928 04/13/2022 21:17:16 - INFO - __main__ - val_vi_acc = 0.6995983935742972 04/13/2022 21:17:16 - INFO - __main__ - val_zh_acc = 0.7164658634538152 04/13/2022 21:17:16 - INFO - __main__ - val_avg_acc = 0.7114591700133867 04/13/2022 21:17:16 - INFO - __main__ - test_ar_acc = 0.6986027944111777 04/13/2022 21:17:16 - INFO - __main__ - test_bg_acc = 0.7397205588822355 04/13/2022 21:17:16 - INFO - __main__ - test_de_acc = 0.7415169660678643 04/13/2022 21:17:16 - INFO - __main__ - test_el_acc = 0.7197604790419162 04/13/2022 21:17:16 - INFO - __main__ - test_en_acc = 0.8403193612774451 04/13/2022 21:17:16 - INFO - __main__ - test_es_acc = 0.7676646706586826 04/13/2022 21:17:16 - INFO - __main__ - test_fr_acc = 0.7658682634730539 04/13/2022 21:17:16 - INFO - __main__ - test_hi_acc = 0.6457085828343313 04/13/2022 21:17:16 - INFO - __main__ - test_ru_acc = 0.7211576846307385 04/13/2022 21:17:16 - INFO - __main__ - test_sw_acc = 0.6469061876247505 04/13/2022 21:17:16 - INFO - __main__ - test_th_acc = 0.6704590818363273 04/13/2022 21:17:16 - INFO - __main__ - test_tr_acc = 0.6922155688622754 04/13/2022 21:17:16 - INFO - __main__ - test_ur_acc = 0.6215568862275449 04/13/2022 21:17:16 - INFO - __main__ - test_vi_acc = 0.7129740518962076 04/13/2022 21:17:16 - INFO - __main__ - test_zh_acc = 0.7095808383233533 04/13/2022 21:17:16 - INFO - __main__ - test_avg_acc = 0.7129341317365269 04/13/2022 21:17:17 - INFO - utils - remove old ckpt: xnli_right_avg_new/ckpt/step-605000-test_avg_acc-0.7129341317365269-val_avg_acc-0.7114591700133867 04/13/2022 21:17:17 - INFO - __main__ - ********** Evaluating Done ********** 04/13/2022 21:17:22 - INFO - __main__ - global_steps 605050 loss: 0.05525788 04/13/2022 21:17:27 - INFO - __main__ - global_steps 605100 loss: 0.05356080 04/13/2022 21:17:32 - INFO - __main__ - global_steps 605150 loss: 0.05051124 04/13/2022 21:17:37 - INFO - __main__ - global_steps 605200 loss: 0.03904932 04/13/2022 21:17:42 - INFO - __main__ - global_steps 605250 loss: 0.06542488 04/13/2022 21:17:46 - INFO - __main__ - global_steps 605300 loss: 0.05555108 04/13/2022 21:17:51 - INFO - __main__ - global_steps 605350 loss: 0.06823836 04/13/2022 21:17:56 - INFO - __main__ - global_steps 605400 loss: 0.05811578 04/13/2022 21:18:01 - INFO - __main__ - global_steps 605450 loss: 0.10060983 04/13/2022 21:18:06 - INFO - __main__ - global_steps 605500 loss: 0.04259895 04/13/2022 21:18:11 - INFO - __main__ - global_steps 605550 loss: 0.07690821 04/13/2022 21:18:15 - INFO - __main__ - global_steps 605600 loss: 0.03545659 04/13/2022 21:18:20 - INFO - __main__ - global_steps 605650 loss: 0.02825844 04/13/2022 21:18:24 - INFO - __main__ - global_steps 605700 loss: 0.07973850 04/13/2022 21:18:29 - INFO - __main__ - global_steps 605750 loss: 0.03456507 04/13/2022 21:18:34 - INFO - __main__ - global_steps 605800 loss: 0.03846735 04/13/2022 21:18:39 - INFO - __main__ - global_steps 605850 loss: 0.06761429 04/13/2022 21:18:44 - INFO - __main__ - global_steps 605900 loss: 0.08630972 04/13/2022 21:18:48 - INFO - __main__ - global_steps 605950 loss: 0.01509290 04/13/2022 21:18:53 - INFO - __main__ - global_steps 606000 loss: 0.06052252 04/13/2022 21:18:58 - INFO - __main__ - global_steps 606050 loss: 0.07349796 04/13/2022 21:19:03 - INFO - __main__ - global_steps 606100 loss: 0.06686032 04/13/2022 21:19:08 - INFO - __main__ - global_steps 606150 loss: 0.04584821 04/13/2022 21:19:12 - INFO - __main__ - global_steps 606200 loss: 0.06307721 04/13/2022 21:19:17 - INFO - __main__ - global_steps 606250 loss: 0.04920395 04/13/2022 21:19:22 - INFO - __main__ - global_steps 606300 loss: 0.05870866 04/13/2022 21:19:27 - INFO - __main__ - global_steps 606350 loss: 0.05286226 04/13/2022 21:19:31 - INFO - __main__ - global_steps 606400 loss: 0.05614290 04/13/2022 21:19:36 - INFO - __main__ - global_steps 606450 loss: 0.03974091 04/13/2022 21:19:41 - INFO - __main__ - global_steps 606500 loss: 0.09305120 04/13/2022 21:19:46 - INFO - __main__ - global_steps 606550 loss: 0.02802933 04/13/2022 21:19:50 - INFO - __main__ - global_steps 606600 loss: 0.08419456 04/13/2022 21:19:55 - INFO - __main__ - global_steps 606650 loss: 0.07311739 04/13/2022 21:20:00 - INFO - __main__ - global_steps 606700 loss: 0.04220824 04/13/2022 21:20:05 - INFO - __main__ - global_steps 606750 loss: 0.05853168 04/13/2022 21:20:10 - INFO - __main__ - global_steps 606800 loss: 0.04588533 04/13/2022 21:20:14 - INFO - __main__ - global_steps 606850 loss: 0.04498463