2022-11-28 14:21:46 INFO Configuration: ---------------------+-------------------------- Param | Value ---------------------+-------------------------- tree | False proj | False partial | False mode | train path | diaparser-is-combined-v211/test_model device | 0 seed | 1 threads | 16 batch_size | 5000 local_rank | -1 verbose | True Parser | feat | bert build | True punct | False max_len | 512 buckets | 32 train | ../v211_conllu/is_combined-ud-train.conllu dev | ../v211_conllu/is_combined-ud-dev.conllu test | ../v211_conllu/is_combined-ud-test.conllu embed | None unk | [UNK] bert | transformer_models/electra-base-igc-is ---------------------+-------------------------- 2022-11-28 14:21:59 INFO Load the datasets train: ../v211_conllu/is_combined-ud-train.conllu dev: ../v211_conllu/is_combined-ud-dev.conllu 2022-11-28 14:22:17 INFO train: 36710 sentences, 168 batches, 32 buckets 2022-11-28 14:22:21 INFO dev: 5259 sentences, 43 batches, 32 buckets 2022-11-28 14:22:25 INFO test: 5518 sentences, 42 batches, 32 buckets 2022-11-28 14:22:25 INFO Model BiaffineDependencyModel( Total parameters: 123824334 Trainable parameters: 13716942 Features: 32105 (word_embed): Embedding(24318, 100) (feat_embed): BertEmbedding(transformer_models/electra-base-igc-is, n_layers=4, n_out=100, pad_index=0, max_len=512, projection=(768 x 100), mask_token_id=0.0) (embed_dropout): IndependentDropout(p=0.33) (lstm): LSTM(200, 400, num_layers=3, bidirectional=True, dropout=0.33) (lstm_dropout): SharedDropout(p=0.33, batch_first=True) (mlp_arc_d): MLP(n_in=800, n_out=500, dropout=0.33) (mlp_arc_h): MLP(n_in=800, n_out=500, dropout=0.33) (mlp_rel_d): MLP(n_in=800, n_out=100, dropout=0.33) (mlp_rel_h): MLP(n_in=800, n_out=100, dropout=0.33) (arc_attn): Biaffine(n_in=500, n_out=1, bias_x=True) (rel_attn): Biaffine(n_in=100, n_out=37, bias_x=True, bias_y=True) (criterion): CrossEntropyLoss() ) 2022-11-28 14:22:25 INFO Epoch 1 / 5000: 2022-11-28 14:23:20 INFO dev: - loss: 1.7029 - UCM: 16.24% LCM: 7.11% UAS: 69.72% LAS: 59.18% 2022-11-28 14:23:27 INFO test: - loss: 1.6268 - UCM: 15.71% LCM: 6.58% UAS: 72.60% LAS: 61.66% 2022-11-28 14:23:27 INFO 0:01:01.468359s elapsed (saved) 2022-11-28 14:23:27 INFO Epoch 2 / 5000: 2022-11-28 14:24:20 INFO dev: - loss: 1.1133 - UCM: 20.88% LCM: 11.85% UAS: 78.68% LAS: 71.53% 2022-11-28 14:24:27 INFO test: - loss: 1.0739 - UCM: 20.95% LCM: 11.42% UAS: 80.71% LAS: 73.75% 2022-11-28 14:24:28 INFO 0:00:59.871972s elapsed (saved) 2022-11-28 14:24:28 INFO Epoch 3 / 5000: 2022-11-28 14:25:22 INFO dev: - loss: 1.0213 - UCM: 23.94% LCM: 14.68% UAS: 79.35% LAS: 73.29% 2022-11-28 14:25:28 INFO test: - loss: 0.9909 - UCM: 23.89% LCM: 14.37% UAS: 81.12% LAS: 75.16% 2022-11-28 14:25:29 INFO 0:01:00.112978s elapsed (saved) 2022-11-28 14:25:29 INFO Epoch 4 / 5000: 2022-11-28 14:26:23 INFO dev: - loss: 0.8090 - UCM: 26.83% LCM: 16.51% UAS: 83.35% LAS: 77.77% 2022-11-28 14:26:29 INFO test: - loss: 0.7833 - UCM: 28.05% LCM: 17.43% UAS: 84.93% LAS: 79.54% 2022-11-28 14:26:30 INFO 0:01:00.314404s elapsed (saved) 2022-11-28 14:26:30 INFO Epoch 5 / 5000: 2022-11-28 14:27:23 INFO dev: - loss: 0.8157 - UCM: 29.26% LCM: 18.18% UAS: 83.78% LAS: 78.60% 2022-11-28 14:27:30 INFO test: - loss: 0.7760 - UCM: 30.65% LCM: 19.10% UAS: 85.43% LAS: 80.37% 2022-11-28 14:27:31 INFO 0:00:59.860474s elapsed (saved) 2022-11-28 14:27:31 INFO Epoch 6 / 5000: 2022-11-28 14:28:25 INFO dev: - loss: 0.7377 - UCM: 30.96% LCM: 19.64% UAS: 84.87% LAS: 79.90% 2022-11-28 14:28:31 INFO test: - loss: 0.7099 - UCM: 31.95% LCM: 19.93% UAS: 86.24% LAS: 81.33% 2022-11-28 14:28:32 INFO 0:01:00.732451s elapsed (saved) 2022-11-28 14:28:32 INFO Epoch 7 / 5000: 2022-11-28 14:29:26 INFO dev: - loss: 0.7152 - UCM: 30.99% LCM: 20.29% UAS: 85.29% LAS: 80.51% 2022-11-28 14:29:32 INFO test: - loss: 0.6931 - UCM: 32.06% LCM: 20.51% UAS: 86.49% LAS: 81.75% 2022-11-28 14:29:33 INFO 0:01:00.103102s elapsed (saved) 2022-11-28 14:29:33 INFO Epoch 8 / 5000: 2022-11-28 14:30:27 INFO dev: - loss: 0.6951 - UCM: 31.68% LCM: 20.78% UAS: 85.53% LAS: 80.87% 2022-11-28 14:30:34 INFO test: - loss: 0.6748 - UCM: 32.93% LCM: 21.31% UAS: 86.74% LAS: 82.06% 2022-11-28 14:30:34 INFO 0:01:00.395838s elapsed (saved) 2022-11-28 14:30:34 INFO Epoch 9 / 5000: 2022-11-28 14:31:28 INFO dev: - loss: 0.6908 - UCM: 32.52% LCM: 21.56% UAS: 85.71% LAS: 81.11% 2022-11-28 14:31:35 INFO test: - loss: 0.6696 - UCM: 33.83% LCM: 22.24% UAS: 86.82% LAS: 82.26% 2022-11-28 14:31:35 INFO 0:01:00.369018s elapsed (saved) 2022-11-28 14:31:35 INFO Epoch 10 / 5000: 2022-11-28 14:32:25 INFO dev: - loss: 0.6889 - UCM: 32.23% LCM: 21.24% UAS: 85.81% LAS: 81.31% 2022-11-28 14:32:29 INFO test: - loss: 0.6670 - UCM: 34.14% LCM: 22.16% UAS: 87.10% LAS: 82.61% 2022-11-28 14:32:30 INFO 0:00:53.891560s elapsed (saved) 2022-11-28 14:32:30 INFO Epoch 11 / 5000: 2022-11-28 14:33:12 INFO dev: - loss: 0.6757 - UCM: 33.58% LCM: 22.46% UAS: 86.08% LAS: 81.62% 2022-11-28 14:33:19 INFO test: - loss: 0.6542 - UCM: 34.61% LCM: 23.03% UAS: 87.25% LAS: 82.83% 2022-11-28 14:33:20 INFO 0:00:48.776953s elapsed (saved) 2022-11-28 14:33:20 INFO Epoch 12 / 5000: 2022-11-28 14:34:14 INFO dev: - loss: 0.6582 - UCM: 33.37% LCM: 22.42% UAS: 86.15% LAS: 81.70% 2022-11-28 14:34:20 INFO test: - loss: 0.6382 - UCM: 34.63% LCM: 22.98% UAS: 87.30% LAS: 82.90% 2022-11-28 14:34:21 INFO 0:01:00.647910s elapsed (saved) 2022-11-28 14:34:21 INFO Epoch 13 / 5000: 2022-11-28 14:35:15 INFO dev: - loss: 0.6633 - UCM: 33.73% LCM: 22.82% UAS: 86.31% LAS: 81.92% 2022-11-28 14:35:21 INFO test: - loss: 0.6499 - UCM: 34.89% LCM: 23.05% UAS: 87.33% LAS: 83.01% 2022-11-28 14:35:22 INFO 0:01:00.229856s elapsed (saved) 2022-11-28 14:35:22 INFO Epoch 14 / 5000: 2022-11-28 14:36:16 INFO dev: - loss: 0.6476 - UCM: 33.77% LCM: 22.88% UAS: 86.54% LAS: 82.17% 2022-11-28 14:36:23 INFO test: - loss: 0.6296 - UCM: 35.41% LCM: 23.52% UAS: 87.63% LAS: 83.36% 2022-11-28 14:36:24 INFO 0:01:00.603983s elapsed (saved) 2022-11-28 14:36:24 INFO Epoch 15 / 5000: 2022-11-28 14:37:18 INFO dev: - loss: 0.6398 - UCM: 34.23% LCM: 23.27% UAS: 86.71% LAS: 82.43% 2022-11-28 14:37:24 INFO test: - loss: 0.6242 - UCM: 35.76% LCM: 23.54% UAS: 87.80% LAS: 83.54% 2022-11-28 14:37:25 INFO 0:01:00.820052s elapsed (saved) 2022-11-28 14:37:25 INFO Epoch 16 / 5000: 2022-11-28 14:38:19 INFO dev: - loss: 0.6360 - UCM: 34.07% LCM: 23.10% UAS: 86.77% LAS: 82.51% 2022-11-28 14:38:26 INFO test: - loss: 0.6160 - UCM: 36.06% LCM: 23.83% UAS: 87.92% LAS: 83.70% 2022-11-28 14:38:26 INFO 0:01:00.425500s elapsed (saved) 2022-11-28 14:38:26 INFO Epoch 17 / 5000: 2022-11-28 14:39:20 INFO dev: - loss: 0.6433 - UCM: 34.32% LCM: 23.60% UAS: 86.75% LAS: 82.56% 2022-11-28 14:39:27 INFO test: - loss: 0.6224 - UCM: 36.17% LCM: 24.65% UAS: 87.84% LAS: 83.64% 2022-11-28 14:39:28 INFO 0:01:00.603456s elapsed (saved) 2022-11-28 14:39:28 INFO Epoch 18 / 5000: 2022-11-28 14:40:22 INFO dev: - loss: 0.6329 - UCM: 34.82% LCM: 23.69% UAS: 86.91% LAS: 82.68% 2022-11-28 14:40:29 INFO test: - loss: 0.6086 - UCM: 36.39% LCM: 24.54% UAS: 88.00% LAS: 83.82% 2022-11-28 14:40:30 INFO 0:01:00.974338s elapsed (saved) 2022-11-28 14:40:30 INFO Epoch 19 / 5000: 2022-11-28 14:41:24 INFO dev: - loss: 0.6219 - UCM: 34.70% LCM: 23.86% UAS: 86.92% LAS: 82.72% 2022-11-28 14:41:31 INFO test: - loss: 0.6025 - UCM: 36.32% LCM: 24.23% UAS: 87.99% LAS: 83.81% 2022-11-28 14:41:31 INFO 0:01:00.899095s elapsed (saved) 2022-11-28 14:41:31 INFO Epoch 20 / 5000: 2022-11-28 14:42:26 INFO dev: - loss: 0.6401 - UCM: 34.99% LCM: 24.15% UAS: 86.97% LAS: 82.75% 2022-11-28 14:42:32 INFO test: - loss: 0.6173 - UCM: 36.64% LCM: 24.45% UAS: 88.10% LAS: 83.96% 2022-11-28 14:42:33 INFO 0:01:01.013589s elapsed (saved) 2022-11-28 14:42:33 INFO Epoch 21 / 5000: 2022-11-28 14:43:28 INFO dev: - loss: 0.6439 - UCM: 34.40% LCM: 23.69% UAS: 86.83% LAS: 82.69% 2022-11-28 14:43:35 INFO test: - loss: 0.6252 - UCM: 35.79% LCM: 24.27% UAS: 87.99% LAS: 83.85% 2022-11-28 14:43:35 INFO 0:01:01.841749s elapsed 2022-11-28 14:43:35 INFO Epoch 22 / 5000: 2022-11-28 14:44:30 INFO dev: - loss: 0.6179 - UCM: 35.16% LCM: 24.15% UAS: 87.08% LAS: 82.99% 2022-11-28 14:44:36 INFO test: - loss: 0.5922 - UCM: 36.81% LCM: 24.63% UAS: 88.22% LAS: 84.08% 2022-11-28 14:44:37 INFO 0:01:01.254276s elapsed (saved) 2022-11-28 14:44:37 INFO Epoch 23 / 5000: 2022-11-28 14:45:31 INFO dev: - loss: 0.6233 - UCM: 35.71% LCM: 24.34% UAS: 87.09% LAS: 83.03% 2022-11-28 14:45:38 INFO test: - loss: 0.6034 - UCM: 37.01% LCM: 24.88% UAS: 88.19% LAS: 84.08% 2022-11-28 14:45:39 INFO 0:01:00.837510s elapsed (saved) 2022-11-28 14:45:39 INFO Epoch 24 / 5000: 2022-11-28 14:46:18 INFO dev: - loss: 0.6164 - UCM: 35.31% LCM: 24.34% UAS: 87.15% LAS: 83.05% 2022-11-28 14:46:23 INFO test: - loss: 0.5910 - UCM: 37.48% LCM: 25.06% UAS: 88.40% LAS: 84.30% 2022-11-28 14:46:24 INFO 0:00:44.051483s elapsed (saved) 2022-11-28 14:46:24 INFO Epoch 25 / 5000: 2022-11-28 14:47:17 INFO dev: - loss: 0.6171 - UCM: 35.37% LCM: 24.36% UAS: 87.26% LAS: 83.15% 2022-11-28 14:47:24 INFO test: - loss: 0.5926 - UCM: 37.15% LCM: 25.26% UAS: 88.40% LAS: 84.34% 2022-11-28 14:47:25 INFO 0:01:00.564349s elapsed (saved) 2022-11-28 14:47:25 INFO Epoch 26 / 5000: 2022-11-28 14:48:20 INFO dev: - loss: 0.6119 - UCM: 35.52% LCM: 24.21% UAS: 87.16% LAS: 83.09% 2022-11-28 14:48:26 INFO test: - loss: 0.5860 - UCM: 36.90% LCM: 24.97% UAS: 88.35% LAS: 84.25% 2022-11-28 14:48:26 INFO 0:01:01.410802s elapsed 2022-11-28 14:48:26 INFO Epoch 27 / 5000: 2022-11-28 14:49:21 INFO dev: - loss: 0.6145 - UCM: 35.67% LCM: 24.70% UAS: 87.28% LAS: 83.25% 2022-11-28 14:49:28 INFO test: - loss: 0.5897 - UCM: 37.73% LCM: 25.59% UAS: 88.43% LAS: 84.41% 2022-11-28 14:49:29 INFO 0:01:01.643796s elapsed (saved) 2022-11-28 14:49:29 INFO Epoch 28 / 5000: 2022-11-28 14:50:24 INFO dev: - loss: 0.6092 - UCM: 35.54% LCM: 24.59% UAS: 87.37% LAS: 83.39% 2022-11-28 14:50:31 INFO test: - loss: 0.5913 - UCM: 38.00% LCM: 25.55% UAS: 88.44% LAS: 84.42% 2022-11-28 14:50:31 INFO 0:01:01.776524s elapsed (saved) 2022-11-28 14:50:31 INFO Epoch 29 / 5000: 2022-11-28 14:51:26 INFO dev: - loss: 0.6089 - UCM: 36.26% LCM: 24.97% UAS: 87.41% LAS: 83.40% 2022-11-28 14:51:33 INFO test: - loss: 0.5837 - UCM: 37.89% LCM: 25.52% UAS: 88.58% LAS: 84.55% 2022-11-28 14:51:34 INFO 0:01:01.487249s elapsed (saved) 2022-11-28 14:51:34 INFO Epoch 30 / 5000: 2022-11-28 14:52:29 INFO dev: - loss: 0.6130 - UCM: 36.09% LCM: 25.23% UAS: 87.40% LAS: 83.45% 2022-11-28 14:52:36 INFO test: - loss: 0.5864 - UCM: 38.22% LCM: 25.82% UAS: 88.53% LAS: 84.56% 2022-11-28 14:52:37 INFO 0:01:01.927221s elapsed (saved) 2022-11-28 14:52:37 INFO Epoch 31 / 5000: 2022-11-28 14:53:32 INFO dev: - loss: 0.6077 - UCM: 35.84% LCM: 25.29% UAS: 87.44% LAS: 83.53% 2022-11-28 14:53:39 INFO test: - loss: 0.5795 - UCM: 37.80% LCM: 25.72% UAS: 88.61% LAS: 84.67% 2022-11-28 14:53:39 INFO 0:01:02.067142s elapsed (saved) 2022-11-28 14:53:39 INFO Epoch 32 / 5000: 2022-11-28 14:54:34 INFO dev: - loss: 0.6050 - UCM: 35.98% LCM: 25.08% UAS: 87.49% LAS: 83.56% 2022-11-28 14:54:41 INFO test: - loss: 0.5767 - UCM: 38.40% LCM: 26.30% UAS: 88.69% LAS: 84.69% 2022-11-28 14:54:41 INFO 0:01:01.278220s elapsed (saved) 2022-11-28 14:54:41 INFO Epoch 33 / 5000: 2022-11-28 14:55:36 INFO dev: - loss: 0.6140 - UCM: 36.03% LCM: 25.27% UAS: 87.41% LAS: 83.50% 2022-11-28 14:55:43 INFO test: - loss: 0.5855 - UCM: 37.68% LCM: 25.53% UAS: 88.60% LAS: 84.62% 2022-11-28 14:55:43 INFO 0:01:01.707284s elapsed 2022-11-28 14:55:43 INFO Epoch 34 / 5000: 2022-11-28 14:56:38 INFO dev: - loss: 0.5981 - UCM: 36.45% LCM: 25.65% UAS: 87.56% LAS: 83.64% 2022-11-28 14:56:45 INFO test: - loss: 0.5702 - UCM: 37.77% LCM: 25.53% UAS: 88.65% LAS: 84.71% 2022-11-28 14:56:46 INFO 0:01:01.650917s elapsed (saved) 2022-11-28 14:56:46 INFO Epoch 35 / 5000: 2022-11-28 14:57:41 INFO dev: - loss: 0.6073 - UCM: 36.32% LCM: 25.52% UAS: 87.50% LAS: 83.64% 2022-11-28 14:57:48 INFO test: - loss: 0.5764 - UCM: 38.46% LCM: 26.55% UAS: 88.70% LAS: 84.74% 2022-11-28 14:57:48 INFO 0:01:01.903522s elapsed 2022-11-28 14:57:48 INFO Epoch 36 / 5000: 2022-11-28 14:58:43 INFO dev: - loss: 0.6015 - UCM: 36.43% LCM: 25.61% UAS: 87.51% LAS: 83.66% 2022-11-28 14:58:49 INFO test: - loss: 0.5674 - UCM: 37.97% LCM: 25.88% UAS: 88.68% LAS: 84.79% 2022-11-28 14:58:50 INFO 0:01:01.912849s elapsed (saved) 2022-11-28 14:58:50 INFO Epoch 37 / 5000: 2022-11-28 14:59:37 INFO dev: - loss: 0.6032 - UCM: 36.55% LCM: 25.42% UAS: 87.64% LAS: 83.78% 2022-11-28 14:59:42 INFO test: - loss: 0.5712 - UCM: 38.64% LCM: 26.28% UAS: 88.79% LAS: 84.87% 2022-11-28 14:59:42 INFO 0:00:51.377061s elapsed (saved) 2022-11-28 14:59:42 INFO Epoch 38 / 5000: 2022-11-28 15:00:30 INFO dev: - loss: 0.6112 - UCM: 36.60% LCM: 26.11% UAS: 87.64% LAS: 83.82% 2022-11-28 15:00:37 INFO test: - loss: 0.5843 - UCM: 37.88% LCM: 25.84% UAS: 88.70% LAS: 84.76% 2022-11-28 15:00:38 INFO 0:00:54.586679s elapsed (saved) 2022-11-28 15:00:38 INFO Epoch 39 / 5000: 2022-11-28 15:01:34 INFO dev: - loss: 0.6022 - UCM: 36.64% LCM: 25.73% UAS: 87.66% LAS: 83.81% 2022-11-28 15:01:41 INFO test: - loss: 0.5740 - UCM: 38.15% LCM: 26.35% UAS: 88.80% LAS: 84.87% 2022-11-28 15:01:41 INFO 0:01:02.646201s elapsed 2022-11-28 15:01:41 INFO Epoch 40 / 5000: 2022-11-28 15:02:34 INFO dev: - loss: 0.6114 - UCM: 36.57% LCM: 25.65% UAS: 87.68% LAS: 83.81% 2022-11-28 15:02:41 INFO test: - loss: 0.5825 - UCM: 38.64% LCM: 26.06% UAS: 88.89% LAS: 84.96% 2022-11-28 15:02:41 INFO 0:01:00.566699s elapsed 2022-11-28 15:02:41 INFO Epoch 41 / 5000: 2022-11-28 15:03:36 INFO dev: - loss: 0.5975 - UCM: 37.00% LCM: 26.03% UAS: 87.67% LAS: 83.85% 2022-11-28 15:03:43 INFO test: - loss: 0.5685 - UCM: 38.80% LCM: 26.48% UAS: 88.87% LAS: 84.97% 2022-11-28 15:03:44 INFO 0:01:02.105693s elapsed (saved) 2022-11-28 15:03:44 INFO Epoch 42 / 5000: 2022-11-28 15:04:40 INFO dev: - loss: 0.6022 - UCM: 36.45% LCM: 25.84% UAS: 87.62% LAS: 83.84% 2022-11-28 15:04:47 INFO test: - loss: 0.5757 - UCM: 38.66% LCM: 26.30% UAS: 88.91% LAS: 85.01% 2022-11-28 15:04:47 INFO 0:01:02.743113s elapsed 2022-11-28 15:04:47 INFO Epoch 43 / 5000: 2022-11-28 15:05:42 INFO dev: - loss: 0.6051 - UCM: 36.98% LCM: 25.92% UAS: 87.67% LAS: 83.82% 2022-11-28 15:05:49 INFO test: - loss: 0.5762 - UCM: 38.55% LCM: 26.19% UAS: 88.83% LAS: 84.94% 2022-11-28 15:05:49 INFO 0:01:02.269128s elapsed 2022-11-28 15:05:49 INFO Epoch 44 / 5000: 2022-11-28 15:06:45 INFO dev: - loss: 0.6148 - UCM: 37.00% LCM: 25.96% UAS: 87.72% LAS: 83.92% 2022-11-28 15:06:51 INFO test: - loss: 0.5889 - UCM: 39.18% LCM: 26.55% UAS: 88.90% LAS: 84.97% 2022-11-28 15:06:52 INFO 0:01:02.200653s elapsed (saved) 2022-11-28 15:06:52 INFO Epoch 45 / 5000: 2022-11-28 15:07:48 INFO dev: - loss: 0.6060 - UCM: 37.29% LCM: 25.99% UAS: 87.84% LAS: 84.00% 2022-11-28 15:07:54 INFO test: - loss: 0.5819 - UCM: 38.60% LCM: 26.48% UAS: 88.81% LAS: 84.90% 2022-11-28 15:07:55 INFO 0:01:02.432776s elapsed (saved) 2022-11-28 15:07:55 INFO Epoch 46 / 5000: 2022-11-28 15:08:51 INFO dev: - loss: 0.6045 - UCM: 36.83% LCM: 26.11% UAS: 87.74% LAS: 83.96% 2022-11-28 15:08:58 INFO test: - loss: 0.5744 - UCM: 38.96% LCM: 26.50% UAS: 88.93% LAS: 85.08% 2022-11-28 15:08:58 INFO 0:01:02.862680s elapsed 2022-11-28 15:08:58 INFO Epoch 47 / 5000: 2022-11-28 15:09:54 INFO dev: - loss: 0.6067 - UCM: 37.17% LCM: 25.97% UAS: 87.83% LAS: 84.02% 2022-11-28 15:10:01 INFO test: - loss: 0.5766 - UCM: 38.76% LCM: 26.60% UAS: 88.91% LAS: 85.02% 2022-11-28 15:10:02 INFO 0:01:02.510442s elapsed (saved) 2022-11-28 15:10:02 INFO Epoch 48 / 5000: 2022-11-28 15:10:57 INFO dev: - loss: 0.5999 - UCM: 37.38% LCM: 26.53% UAS: 87.88% LAS: 84.10% 2022-11-28 15:11:04 INFO test: - loss: 0.5690 - UCM: 39.09% LCM: 26.84% UAS: 88.94% LAS: 85.12% 2022-11-28 15:11:05 INFO 0:01:02.298994s elapsed (saved) 2022-11-28 15:11:05 INFO Epoch 49 / 5000: 2022-11-28 15:12:00 INFO dev: - loss: 0.5991 - UCM: 37.38% LCM: 26.24% UAS: 87.83% LAS: 84.04% 2022-11-28 15:12:07 INFO test: - loss: 0.5718 - UCM: 38.89% LCM: 26.71% UAS: 88.87% LAS: 85.01% 2022-11-28 15:12:07 INFO 0:01:02.795345s elapsed 2022-11-28 15:12:07 INFO Epoch 50 / 5000: 2022-11-28 15:13:03 INFO dev: - loss: 0.5892 - UCM: 37.14% LCM: 25.99% UAS: 87.74% LAS: 83.94% 2022-11-28 15:13:08 INFO test: - loss: 0.5642 - UCM: 38.96% LCM: 26.69% UAS: 88.90% LAS: 85.04% 2022-11-28 15:13:08 INFO 0:01:00.488381s elapsed 2022-11-28 15:13:08 INFO Epoch 51 / 5000: 2022-11-28 15:13:48 INFO dev: - loss: 0.6031 - UCM: 37.33% LCM: 26.37% UAS: 87.81% LAS: 84.01% 2022-11-28 15:13:53 INFO test: - loss: 0.5733 - UCM: 38.87% LCM: 26.60% UAS: 88.96% LAS: 85.14% 2022-11-28 15:13:53 INFO 0:00:45.362507s elapsed 2022-11-28 15:13:53 INFO Epoch 52 / 5000: 2022-11-28 15:14:49 INFO dev: - loss: 0.6092 - UCM: 37.00% LCM: 25.94% UAS: 87.83% LAS: 84.00% 2022-11-28 15:14:56 INFO test: - loss: 0.5791 - UCM: 39.05% LCM: 26.88% UAS: 88.97% LAS: 85.15% 2022-11-28 15:14:56 INFO 0:01:02.517554s elapsed 2022-11-28 15:14:56 INFO Epoch 53 / 5000: 2022-11-28 15:15:51 INFO dev: - loss: 0.5909 - UCM: 37.42% LCM: 26.28% UAS: 87.88% LAS: 84.14% 2022-11-28 15:15:58 INFO test: - loss: 0.5650 - UCM: 38.56% LCM: 26.35% UAS: 88.98% LAS: 85.15% 2022-11-28 15:15:59 INFO 0:01:02.223230s elapsed (saved) 2022-11-28 15:15:59 INFO Epoch 54 / 5000: 2022-11-28 15:16:55 INFO dev: - loss: 0.5988 - UCM: 37.25% LCM: 26.32% UAS: 87.93% LAS: 84.17% 2022-11-28 15:17:02 INFO test: - loss: 0.5707 - UCM: 38.95% LCM: 26.79% UAS: 88.96% LAS: 85.11% 2022-11-28 15:17:02 INFO 0:01:02.677966s elapsed (saved) 2022-11-28 15:17:02 INFO Epoch 55 / 5000: 2022-11-28 15:17:58 INFO dev: - loss: 0.6019 - UCM: 37.25% LCM: 26.37% UAS: 87.84% LAS: 84.08% 2022-11-28 15:18:05 INFO test: - loss: 0.5707 - UCM: 39.22% LCM: 27.04% UAS: 89.04% LAS: 85.21% 2022-11-28 15:18:05 INFO 0:01:02.394278s elapsed 2022-11-28 15:18:05 INFO Epoch 56 / 5000: 2022-11-28 15:19:01 INFO dev: - loss: 0.6205 - UCM: 37.02% LCM: 26.35% UAS: 87.82% LAS: 84.07% 2022-11-28 15:19:07 INFO test: - loss: 0.5854 - UCM: 39.33% LCM: 27.24% UAS: 88.97% LAS: 85.17% 2022-11-28 15:19:07 INFO 0:01:02.676488s elapsed 2022-11-28 15:19:07 INFO Epoch 57 / 5000: 2022-11-28 15:20:03 INFO dev: - loss: 0.6072 - UCM: 37.33% LCM: 26.79% UAS: 87.91% LAS: 84.22% 2022-11-28 15:20:10 INFO test: - loss: 0.5768 - UCM: 39.33% LCM: 27.06% UAS: 89.04% LAS: 85.21% 2022-11-28 15:20:11 INFO 0:01:02.711600s elapsed (saved) 2022-11-28 15:20:11 INFO Epoch 58 / 5000: 2022-11-28 15:21:07 INFO dev: - loss: 0.6153 - UCM: 37.84% LCM: 26.75% UAS: 87.95% LAS: 84.20% 2022-11-28 15:21:14 INFO test: - loss: 0.5815 - UCM: 39.22% LCM: 27.02% UAS: 89.08% LAS: 85.30% 2022-11-28 15:21:14 INFO 0:01:02.569082s elapsed 2022-11-28 15:21:14 INFO Epoch 59 / 5000: 2022-11-28 15:22:10 INFO dev: - loss: 0.5979 - UCM: 37.50% LCM: 26.62% UAS: 87.99% LAS: 84.25% 2022-11-28 15:22:16 INFO test: - loss: 0.5698 - UCM: 39.27% LCM: 27.18% UAS: 89.01% LAS: 85.19% 2022-11-28 15:22:17 INFO 0:01:02.952099s elapsed (saved) 2022-11-28 15:22:17 INFO Epoch 60 / 5000: 2022-11-28 15:23:13 INFO dev: - loss: 0.5884 - UCM: 37.82% LCM: 26.89% UAS: 87.94% LAS: 84.20% 2022-11-28 15:23:20 INFO test: - loss: 0.5584 - UCM: 38.95% LCM: 27.08% UAS: 88.98% LAS: 85.19% 2022-11-28 15:23:20 INFO 0:01:02.858600s elapsed 2022-11-28 15:23:20 INFO Epoch 61 / 5000: 2022-11-28 15:24:16 INFO dev: - loss: 0.6172 - UCM: 37.73% LCM: 26.74% UAS: 88.01% LAS: 84.30% 2022-11-28 15:24:23 INFO test: - loss: 0.5812 - UCM: 38.78% LCM: 26.77% UAS: 88.98% LAS: 85.16% 2022-11-28 15:24:23 INFO 0:01:02.523096s elapsed (saved) 2022-11-28 15:24:23 INFO Epoch 62 / 5000: 2022-11-28 15:25:19 INFO dev: - loss: 0.6052 - UCM: 37.74% LCM: 26.45% UAS: 87.93% LAS: 84.21% 2022-11-28 15:25:26 INFO test: - loss: 0.5748 - UCM: 38.55% LCM: 26.95% UAS: 88.88% LAS: 85.07% 2022-11-28 15:25:26 INFO 0:01:02.515198s elapsed 2022-11-28 15:25:26 INFO Epoch 63 / 5000: 2022-11-28 15:26:22 INFO dev: - loss: 0.6161 - UCM: 37.73% LCM: 26.87% UAS: 87.90% LAS: 84.21% 2022-11-28 15:26:29 INFO test: - loss: 0.5857 - UCM: 38.38% LCM: 26.86% UAS: 88.94% LAS: 85.20% 2022-11-28 15:26:29 INFO 0:01:02.700057s elapsed 2022-11-28 15:26:29 INFO Epoch 64 / 5000: 2022-11-28 15:27:16 INFO dev: - loss: 0.6190 - UCM: 37.97% LCM: 26.89% UAS: 87.95% LAS: 84.25% 2022-11-28 15:27:21 INFO test: - loss: 0.5864 - UCM: 39.00% LCM: 26.93% UAS: 89.02% LAS: 85.21% 2022-11-28 15:27:21 INFO 0:00:52.506494s elapsed 2022-11-28 15:27:21 INFO Epoch 65 / 5000: 2022-11-28 15:28:09 INFO dev: - loss: 0.6101 - UCM: 37.90% LCM: 26.98% UAS: 88.00% LAS: 84.32% 2022-11-28 15:28:16 INFO test: - loss: 0.5807 - UCM: 39.18% LCM: 27.29% UAS: 88.99% LAS: 85.21% 2022-11-28 15:28:17 INFO 0:00:55.179976s elapsed (saved) 2022-11-28 15:28:17 INFO Epoch 66 / 5000: 2022-11-28 15:29:13 INFO dev: - loss: 0.6064 - UCM: 37.54% LCM: 26.62% UAS: 87.92% LAS: 84.21% 2022-11-28 15:29:20 INFO test: - loss: 0.5739 - UCM: 39.02% LCM: 26.95% UAS: 89.00% LAS: 85.25% 2022-11-28 15:29:20 INFO 0:01:02.418389s elapsed 2022-11-28 15:29:20 INFO Epoch 67 / 5000: 2022-11-28 15:30:16 INFO dev: - loss: 0.6069 - UCM: 37.76% LCM: 26.94% UAS: 88.08% LAS: 84.38% 2022-11-28 15:30:22 INFO test: - loss: 0.5778 - UCM: 39.56% LCM: 27.17% UAS: 89.10% LAS: 85.34% 2022-11-28 15:30:23 INFO 0:01:02.789964s elapsed (saved) 2022-11-28 15:30:23 INFO Epoch 68 / 5000: 2022-11-28 15:31:19 INFO dev: - loss: 0.6104 - UCM: 38.11% LCM: 27.36% UAS: 88.00% LAS: 84.29% 2022-11-28 15:31:26 INFO test: - loss: 0.5779 - UCM: 39.58% LCM: 27.53% UAS: 89.13% LAS: 85.31% 2022-11-28 15:31:26 INFO 0:01:02.601821s elapsed 2022-11-28 15:31:26 INFO Epoch 69 / 5000: 2022-11-28 15:32:22 INFO dev: - loss: 0.6122 - UCM: 37.80% LCM: 26.74% UAS: 87.99% LAS: 84.28% 2022-11-28 15:32:29 INFO test: - loss: 0.5822 - UCM: 39.29% LCM: 27.15% UAS: 89.10% LAS: 85.33% 2022-11-28 15:32:29 INFO 0:01:03.120557s elapsed 2022-11-28 15:32:29 INFO Epoch 70 / 5000: 2022-11-28 15:33:25 INFO dev: - loss: 0.6176 - UCM: 37.48% LCM: 26.79% UAS: 87.97% LAS: 84.28% 2022-11-28 15:33:32 INFO test: - loss: 0.5877 - UCM: 39.42% LCM: 27.56% UAS: 89.10% LAS: 85.32% 2022-11-28 15:33:32 INFO 0:01:02.747692s elapsed 2022-11-28 15:33:32 INFO Epoch 71 / 5000: 2022-11-28 15:34:28 INFO dev: - loss: 0.6027 - UCM: 37.54% LCM: 26.79% UAS: 88.00% LAS: 84.30% 2022-11-28 15:34:35 INFO test: - loss: 0.5720 - UCM: 39.29% LCM: 27.51% UAS: 89.08% LAS: 85.31% 2022-11-28 15:34:35 INFO 0:01:02.928381s elapsed 2022-11-28 15:34:35 INFO Epoch 72 / 5000: 2022-11-28 15:35:31 INFO dev: - loss: 0.6208 - UCM: 37.67% LCM: 26.79% UAS: 87.99% LAS: 84.30% 2022-11-28 15:35:38 INFO test: - loss: 0.5859 - UCM: 39.33% LCM: 27.51% UAS: 89.07% LAS: 85.35% 2022-11-28 15:35:38 INFO 0:01:03.346349s elapsed 2022-11-28 15:35:38 INFO Epoch 73 / 5000: 2022-11-28 15:36:34 INFO dev: - loss: 0.6276 - UCM: 37.63% LCM: 27.02% UAS: 87.97% LAS: 84.29% 2022-11-28 15:36:41 INFO test: - loss: 0.5914 - UCM: 39.58% LCM: 27.49% UAS: 89.05% LAS: 85.31% 2022-11-28 15:36:41 INFO 0:01:03.018314s elapsed 2022-11-28 15:36:41 INFO Epoch 74 / 5000: 2022-11-28 15:37:37 INFO dev: - loss: 0.6119 - UCM: 37.69% LCM: 26.93% UAS: 88.12% LAS: 84.42% 2022-11-28 15:37:44 INFO test: - loss: 0.5782 - UCM: 39.24% LCM: 27.18% UAS: 89.08% LAS: 85.33% 2022-11-28 15:37:45 INFO 0:01:02.805235s elapsed (saved) 2022-11-28 15:37:45 INFO Epoch 75 / 5000: 2022-11-28 15:38:41 INFO dev: - loss: 0.6159 - UCM: 38.24% LCM: 27.19% UAS: 88.14% LAS: 84.46% 2022-11-28 15:38:47 INFO test: - loss: 0.5831 - UCM: 39.20% LCM: 27.17% UAS: 89.11% LAS: 85.31% 2022-11-28 15:38:48 INFO 0:01:02.743042s elapsed (saved) 2022-11-28 15:38:48 INFO Epoch 76 / 5000: 2022-11-28 15:39:44 INFO dev: - loss: 0.6062 - UCM: 38.20% LCM: 27.06% UAS: 88.07% LAS: 84.40% 2022-11-28 15:39:51 INFO test: - loss: 0.5762 - UCM: 39.18% LCM: 27.04% UAS: 89.12% LAS: 85.33% 2022-11-28 15:39:51 INFO 0:01:03.113649s elapsed 2022-11-28 15:39:51 INFO Epoch 77 / 5000: 2022-11-28 15:40:47 INFO dev: - loss: 0.6331 - UCM: 38.07% LCM: 27.15% UAS: 88.08% LAS: 84.38% 2022-11-28 15:40:53 INFO test: - loss: 0.5979 - UCM: 39.94% LCM: 27.78% UAS: 89.11% LAS: 85.33% 2022-11-28 15:40:53 INFO 0:01:01.659666s elapsed 2022-11-28 15:40:53 INFO Epoch 78 / 5000: 2022-11-28 15:41:33 INFO dev: - loss: 0.6160 - UCM: 38.16% LCM: 27.46% UAS: 88.07% LAS: 84.38% 2022-11-28 15:41:38 INFO test: - loss: 0.5863 - UCM: 39.38% LCM: 27.11% UAS: 89.02% LAS: 85.26% 2022-11-28 15:41:38 INFO 0:00:45.304018s elapsed 2022-11-28 15:41:38 INFO Epoch 79 / 5000: 2022-11-28 15:42:34 INFO dev: - loss: 0.6217 - UCM: 38.14% LCM: 27.38% UAS: 88.05% LAS: 84.39% 2022-11-28 15:42:41 INFO test: - loss: 0.5879 - UCM: 39.45% LCM: 27.42% UAS: 89.16% LAS: 85.40% 2022-11-28 15:42:41 INFO 0:01:02.604619s elapsed 2022-11-28 15:42:41 INFO Epoch 80 / 5000: 2022-11-28 15:43:37 INFO dev: - loss: 0.6244 - UCM: 37.97% LCM: 27.40% UAS: 88.01% LAS: 84.35% 2022-11-28 15:43:43 INFO test: - loss: 0.5898 - UCM: 39.60% LCM: 27.51% UAS: 89.11% LAS: 85.37% 2022-11-28 15:43:43 INFO 0:01:01.730750s elapsed 2022-11-28 15:43:43 INFO Epoch 81 / 5000: 2022-11-28 15:44:38 INFO dev: - loss: 0.6283 - UCM: 37.99% LCM: 27.42% UAS: 88.09% LAS: 84.47% 2022-11-28 15:44:45 INFO test: - loss: 0.5923 - UCM: 39.76% LCM: 27.51% UAS: 89.14% LAS: 85.43% 2022-11-28 15:44:47 INFO 0:01:02.522348s elapsed (saved) 2022-11-28 15:44:47 INFO Epoch 82 / 5000: 2022-11-28 15:45:42 INFO dev: - loss: 0.6159 - UCM: 37.80% LCM: 27.38% UAS: 88.13% LAS: 84.47% 2022-11-28 15:45:49 INFO test: - loss: 0.5806 - UCM: 39.53% LCM: 27.31% UAS: 89.14% LAS: 85.41% 2022-11-28 15:45:51 INFO 0:01:02.674321s elapsed (saved) 2022-11-28 15:45:51 INFO Epoch 83 / 5000: 2022-11-28 15:46:47 INFO dev: - loss: 0.6282 - UCM: 37.74% LCM: 27.08% UAS: 88.01% LAS: 84.35% 2022-11-28 15:46:54 INFO test: - loss: 0.5879 - UCM: 40.09% LCM: 28.11% UAS: 89.18% LAS: 85.47% 2022-11-28 15:46:54 INFO 0:01:03.018327s elapsed 2022-11-28 15:46:54 INFO Epoch 84 / 5000: 2022-11-28 15:47:50 INFO dev: - loss: 0.6177 - UCM: 37.86% LCM: 27.17% UAS: 88.01% LAS: 84.36% 2022-11-28 15:47:57 INFO test: - loss: 0.5824 - UCM: 39.67% LCM: 27.53% UAS: 89.10% LAS: 85.33% 2022-11-28 15:47:57 INFO 0:01:02.820959s elapsed 2022-11-28 15:47:57 INFO Epoch 85 / 5000: 2022-11-28 15:48:53 INFO dev: - loss: 0.6409 - UCM: 37.99% LCM: 27.42% UAS: 88.10% LAS: 84.47% 2022-11-28 15:49:00 INFO test: - loss: 0.6039 - UCM: 40.12% LCM: 27.98% UAS: 89.09% LAS: 85.39% 2022-11-28 15:49:01 INFO 0:01:03.399752s elapsed (saved) 2022-11-28 15:49:01 INFO Epoch 86 / 5000: 2022-11-28 15:49:57 INFO dev: - loss: 0.6289 - UCM: 37.97% LCM: 27.36% UAS: 88.07% LAS: 84.45% 2022-11-28 15:50:04 INFO test: - loss: 0.5951 - UCM: 39.74% LCM: 27.46% UAS: 89.10% LAS: 85.38% 2022-11-28 15:50:04 INFO 0:01:02.818040s elapsed 2022-11-28 15:50:04 INFO Epoch 87 / 5000: 2022-11-28 15:51:00 INFO dev: - loss: 0.6221 - UCM: 38.03% LCM: 27.44% UAS: 88.07% LAS: 84.44% 2022-11-28 15:51:07 INFO test: - loss: 0.5875 - UCM: 39.58% LCM: 27.40% UAS: 89.13% LAS: 85.38% 2022-11-28 15:51:07 INFO 0:01:03.211165s elapsed 2022-11-28 15:51:07 INFO Epoch 88 / 5000: 2022-11-28 15:52:03 INFO dev: - loss: 0.6288 - UCM: 38.07% LCM: 27.08% UAS: 88.10% LAS: 84.45% 2022-11-28 15:52:10 INFO test: - loss: 0.5942 - UCM: 39.91% LCM: 27.65% UAS: 89.18% LAS: 85.42% 2022-11-28 15:52:10 INFO 0:01:02.669463s elapsed 2022-11-28 15:52:10 INFO Epoch 89 / 5000: 2022-11-28 15:53:06 INFO dev: - loss: 0.6256 - UCM: 38.22% LCM: 27.32% UAS: 88.14% LAS: 84.52% 2022-11-28 15:53:13 INFO test: - loss: 0.5873 - UCM: 39.71% LCM: 27.58% UAS: 89.20% LAS: 85.48% 2022-11-28 15:53:15 INFO 0:01:03.190950s elapsed (saved) 2022-11-28 15:53:15 INFO Epoch 90 / 5000: 2022-11-28 15:54:10 INFO dev: - loss: 0.6243 - UCM: 37.90% LCM: 27.19% UAS: 88.09% LAS: 84.44% 2022-11-28 15:54:17 INFO test: - loss: 0.5893 - UCM: 40.00% LCM: 27.96% UAS: 89.14% LAS: 85.46% 2022-11-28 15:54:17 INFO 0:01:02.794003s elapsed 2022-11-28 15:54:17 INFO Epoch 91 / 5000: 2022-11-28 15:55:06 INFO dev: - loss: 0.6418 - UCM: 38.24% LCM: 27.42% UAS: 88.02% LAS: 84.36% 2022-11-28 15:55:11 INFO test: - loss: 0.6004 - UCM: 39.74% LCM: 27.85% UAS: 89.14% LAS: 85.44% 2022-11-28 15:55:11 INFO 0:00:53.534900s elapsed 2022-11-28 15:55:11 INFO Epoch 92 / 5000: 2022-11-28 15:55:58 INFO dev: - loss: 0.6169 - UCM: 38.28% LCM: 27.42% UAS: 88.11% LAS: 84.49% 2022-11-28 15:56:05 INFO test: - loss: 0.5829 - UCM: 40.38% LCM: 28.18% UAS: 89.17% LAS: 85.46% 2022-11-28 15:56:05 INFO 0:00:53.899701s elapsed 2022-11-28 15:56:05 INFO Epoch 93 / 5000: 2022-11-28 15:57:01 INFO dev: - loss: 0.6397 - UCM: 38.56% LCM: 27.90% UAS: 88.15% LAS: 84.51% 2022-11-28 15:57:08 INFO test: - loss: 0.5972 - UCM: 40.34% LCM: 28.00% UAS: 89.17% LAS: 85.42% 2022-11-28 15:57:08 INFO 0:01:03.078428s elapsed 2022-11-28 15:57:08 INFO Epoch 94 / 5000: 2022-11-28 15:58:04 INFO dev: - loss: 0.6258 - UCM: 38.28% LCM: 27.32% UAS: 88.04% LAS: 84.42% 2022-11-28 15:58:11 INFO test: - loss: 0.5870 - UCM: 39.78% LCM: 27.78% UAS: 89.08% LAS: 85.35% 2022-11-28 15:58:11 INFO 0:01:03.308627s elapsed 2022-11-28 15:58:11 INFO Epoch 95 / 5000: 2022-11-28 15:59:08 INFO dev: - loss: 0.6320 - UCM: 38.37% LCM: 27.69% UAS: 88.09% LAS: 84.49% 2022-11-28 15:59:15 INFO test: - loss: 0.5945 - UCM: 40.11% LCM: 27.89% UAS: 89.15% LAS: 85.44% 2022-11-28 15:59:15 INFO 0:01:03.530398s elapsed 2022-11-28 15:59:15 INFO Epoch 96 / 5000: 2022-11-28 16:00:11 INFO dev: - loss: 0.6427 - UCM: 38.54% LCM: 27.51% UAS: 88.09% LAS: 84.47% 2022-11-28 16:00:18 INFO test: - loss: 0.6040 - UCM: 40.36% LCM: 28.09% UAS: 89.18% LAS: 85.45% 2022-11-28 16:00:18 INFO 0:01:02.891891s elapsed 2022-11-28 16:00:18 INFO Epoch 97 / 5000: 2022-11-28 16:01:14 INFO dev: - loss: 0.6293 - UCM: 38.51% LCM: 27.72% UAS: 88.16% LAS: 84.55% 2022-11-28 16:01:21 INFO test: - loss: 0.5927 - UCM: 40.25% LCM: 28.05% UAS: 89.20% LAS: 85.51% 2022-11-28 16:01:22 INFO 0:01:02.975896s elapsed (saved) 2022-11-28 16:01:22 INFO Epoch 98 / 5000: 2022-11-28 16:02:19 INFO dev: - loss: 0.6227 - UCM: 38.39% LCM: 27.50% UAS: 88.15% LAS: 84.51% 2022-11-28 16:02:25 INFO test: - loss: 0.5892 - UCM: 40.03% LCM: 27.65% UAS: 89.16% LAS: 85.44% 2022-11-28 16:02:25 INFO 0:01:03.421941s elapsed 2022-11-28 16:02:25 INFO Epoch 99 / 5000: 2022-11-28 16:03:22 INFO dev: - loss: 0.6322 - UCM: 38.56% LCM: 27.88% UAS: 88.11% LAS: 84.50% 2022-11-28 16:03:29 INFO test: - loss: 0.5960 - UCM: 40.14% LCM: 27.91% UAS: 89.22% LAS: 85.48% 2022-11-28 16:03:29 INFO 0:01:03.220647s elapsed 2022-11-28 16:03:29 INFO Epoch 100 / 5000: 2022-11-28 16:04:25 INFO dev: - loss: 0.6408 - UCM: 38.73% LCM: 27.69% UAS: 88.19% LAS: 84.58% 2022-11-28 16:04:32 INFO test: - loss: 0.6048 - UCM: 40.45% LCM: 28.22% UAS: 89.22% LAS: 85.50% 2022-11-28 16:04:33 INFO 0:01:03.054998s elapsed (saved) 2022-11-28 16:04:33 INFO Epoch 101 / 5000: 2022-11-28 16:05:30 INFO dev: - loss: 0.6367 - UCM: 38.79% LCM: 27.78% UAS: 88.11% LAS: 84.50% 2022-11-28 16:05:37 INFO test: - loss: 0.5975 - UCM: 40.41% LCM: 28.16% UAS: 89.22% LAS: 85.52% 2022-11-28 16:05:37 INFO 0:01:03.559465s elapsed 2022-11-28 16:05:37 INFO Epoch 102 / 5000: 2022-11-28 16:06:33 INFO dev: - loss: 0.6356 - UCM: 38.30% LCM: 27.44% UAS: 88.08% LAS: 84.49% 2022-11-28 16:06:40 INFO test: - loss: 0.5997 - UCM: 40.05% LCM: 27.80% UAS: 89.11% LAS: 85.38% 2022-11-28 16:06:40 INFO 0:01:03.080946s elapsed 2022-11-28 16:06:40 INFO Epoch 103 / 5000: 2022-11-28 16:07:36 INFO dev: - loss: 0.6344 - UCM: 38.37% LCM: 27.78% UAS: 88.10% LAS: 84.53% 2022-11-28 16:07:43 INFO test: - loss: 0.5990 - UCM: 40.12% LCM: 28.11% UAS: 89.15% LAS: 85.43% 2022-11-28 16:07:43 INFO 0:01:02.850961s elapsed 2022-11-28 16:07:43 INFO Epoch 104 / 5000: 2022-11-28 16:08:39 INFO dev: - loss: 0.6356 - UCM: 38.43% LCM: 27.74% UAS: 88.14% LAS: 84.55% 2022-11-28 16:08:44 INFO test: - loss: 0.5990 - UCM: 40.43% LCM: 28.20% UAS: 89.19% LAS: 85.51% 2022-11-28 16:08:44 INFO 0:01:01.818927s elapsed 2022-11-28 16:08:44 INFO Epoch 105 / 5000: 2022-11-28 16:09:25 INFO dev: - loss: 0.6289 - UCM: 38.60% LCM: 27.80% UAS: 88.11% LAS: 84.52% 2022-11-28 16:09:29 INFO test: - loss: 0.5931 - UCM: 40.01% LCM: 28.02% UAS: 89.14% LAS: 85.45% 2022-11-28 16:09:29 INFO 0:00:45.006346s elapsed 2022-11-28 16:09:29 INFO Epoch 106 / 5000: 2022-11-28 16:10:26 INFO dev: - loss: 0.6441 - UCM: 38.70% LCM: 27.80% UAS: 88.15% LAS: 84.55% 2022-11-28 16:10:33 INFO test: - loss: 0.6025 - UCM: 40.25% LCM: 28.27% UAS: 89.18% LAS: 85.51% 2022-11-28 16:10:33 INFO 0:01:03.165787s elapsed 2022-11-28 16:10:33 INFO Epoch 107 / 5000: 2022-11-28 16:11:29 INFO dev: - loss: 0.6415 - UCM: 38.58% LCM: 27.76% UAS: 88.09% LAS: 84.49% 2022-11-28 16:11:36 INFO test: - loss: 0.5975 - UCM: 40.43% LCM: 28.40% UAS: 89.19% LAS: 85.49% 2022-11-28 16:11:36 INFO 0:01:03.348514s elapsed 2022-11-28 16:11:36 INFO Epoch 108 / 5000: 2022-11-28 16:12:32 INFO dev: - loss: 0.6374 - UCM: 38.73% LCM: 27.84% UAS: 88.08% LAS: 84.47% 2022-11-28 16:12:39 INFO test: - loss: 0.5978 - UCM: 40.12% LCM: 28.05% UAS: 89.13% LAS: 85.47% 2022-11-28 16:12:39 INFO 0:01:02.681411s elapsed 2022-11-28 16:12:39 INFO Epoch 109 / 5000: 2022-11-28 16:13:35 INFO dev: - loss: 0.6448 - UCM: 38.52% LCM: 27.63% UAS: 88.09% LAS: 84.47% 2022-11-28 16:13:42 INFO test: - loss: 0.6015 - UCM: 40.52% LCM: 28.52% UAS: 89.19% LAS: 85.49% 2022-11-28 16:13:42 INFO 0:01:03.743861s elapsed 2022-11-28 16:13:42 INFO Epoch 110 / 5000: 2022-11-28 16:14:38 INFO dev: - loss: 0.6510 - UCM: 38.64% LCM: 27.78% UAS: 88.11% LAS: 84.48% 2022-11-28 16:14:45 INFO test: - loss: 0.6063 - UCM: 40.49% LCM: 28.23% UAS: 89.16% LAS: 85.46% 2022-11-28 16:14:45 INFO 0:01:02.972097s elapsed 2022-11-28 16:14:45 INFO Epoch 111 / 5000: 2022-11-28 16:15:42 INFO dev: - loss: 0.6427 - UCM: 38.51% LCM: 27.67% UAS: 88.05% LAS: 84.46% 2022-11-28 16:15:49 INFO test: - loss: 0.5990 - UCM: 40.36% LCM: 28.34% UAS: 89.19% LAS: 85.51% 2022-11-28 16:15:49 INFO 0:01:03.310253s elapsed 2022-11-28 16:15:49 INFO Epoch 112 / 5000: 2022-11-28 16:16:45 INFO dev: - loss: 0.6433 - UCM: 38.75% LCM: 27.67% UAS: 88.03% LAS: 84.43% 2022-11-28 16:16:52 INFO test: - loss: 0.5985 - UCM: 40.83% LCM: 28.45% UAS: 89.22% LAS: 85.53% 2022-11-28 16:16:52 INFO 0:01:03.027358s elapsed 2022-11-28 16:16:52 INFO Epoch 113 / 5000: 2022-11-28 16:17:48 INFO dev: - loss: 0.6509 - UCM: 38.45% LCM: 27.67% UAS: 88.04% LAS: 84.45% 2022-11-28 16:17:55 INFO test: - loss: 0.6054 - UCM: 40.40% LCM: 28.43% UAS: 89.19% LAS: 85.52% 2022-11-28 16:17:55 INFO 0:01:02.980052s elapsed 2022-11-28 16:17:55 INFO Epoch 114 / 5000: 2022-11-28 16:18:51 INFO dev: - loss: 0.6396 - UCM: 38.73% LCM: 27.61% UAS: 88.08% LAS: 84.46% 2022-11-28 16:18:58 INFO test: - loss: 0.5969 - UCM: 40.30% LCM: 28.20% UAS: 89.22% LAS: 85.54% 2022-11-28 16:18:58 INFO 0:01:02.873872s elapsed 2022-11-28 16:18:58 INFO Epoch 115 / 5000: 2022-11-28 16:19:54 INFO dev: - loss: 0.6422 - UCM: 38.77% LCM: 27.95% UAS: 88.08% LAS: 84.48% 2022-11-28 16:20:01 INFO test: - loss: 0.6005 - UCM: 39.85% LCM: 27.94% UAS: 89.17% LAS: 85.50% 2022-11-28 16:20:01 INFO 0:01:03.636386s elapsed 2022-11-28 16:20:01 INFO Epoch 116 / 5000: 2022-11-28 16:20:58 INFO dev: - loss: 0.6421 - UCM: 38.51% LCM: 27.93% UAS: 88.07% LAS: 84.48% 2022-11-28 16:21:04 INFO test: - loss: 0.6003 - UCM: 40.45% LCM: 28.34% UAS: 89.20% LAS: 85.51% 2022-11-28 16:21:04 INFO 0:01:03.226053s elapsed 2022-11-28 16:21:04 INFO Epoch 117 / 5000: 2022-11-28 16:22:01 INFO dev: - loss: 0.6431 - UCM: 38.68% LCM: 27.91% UAS: 88.13% LAS: 84.53% 2022-11-28 16:22:07 INFO test: - loss: 0.6026 - UCM: 40.56% LCM: 28.27% UAS: 89.20% LAS: 85.52% 2022-11-28 16:22:07 INFO 0:01:03.108428s elapsed 2022-11-28 16:22:07 INFO Epoch 118 / 5000: 2022-11-28 16:22:58 INFO dev: - loss: 0.6430 - UCM: 38.90% LCM: 28.16% UAS: 88.07% LAS: 84.49% 2022-11-28 16:23:03 INFO test: - loss: 0.6017 - UCM: 40.47% LCM: 28.00% UAS: 89.19% LAS: 85.54% 2022-11-28 16:23:03 INFO 0:00:55.654700s elapsed 2022-11-28 16:23:03 INFO Epoch 119 / 5000: 2022-11-28 16:23:48 INFO dev: - loss: 0.6486 - UCM: 38.85% LCM: 27.82% UAS: 88.07% LAS: 84.48% 2022-11-28 16:23:55 INFO test: - loss: 0.6052 - UCM: 40.52% LCM: 28.49% UAS: 89.23% LAS: 85.57% 2022-11-28 16:23:55 INFO 0:00:51.424441s elapsed 2022-11-28 16:23:55 INFO Epoch 120 / 5000: 2022-11-28 16:24:49 INFO dev: - loss: 0.6514 - UCM: 38.81% LCM: 27.88% UAS: 88.12% LAS: 84.55% 2022-11-28 16:24:56 INFO test: - loss: 0.6046 - UCM: 40.36% LCM: 28.43% UAS: 89.24% LAS: 85.58% 2022-11-28 16:24:56 INFO 0:01:01.517460s elapsed 2022-11-28 16:24:56 INFO Epoch 121 / 5000: 2022-11-28 16:25:53 INFO dev: - loss: 0.6594 - UCM: 38.43% LCM: 27.88% UAS: 88.06% LAS: 84.48% 2022-11-28 16:25:59 INFO test: - loss: 0.6115 - UCM: 40.59% LCM: 28.43% UAS: 89.22% LAS: 85.57% 2022-11-28 16:25:59 INFO 0:01:03.271047s elapsed 2022-11-28 16:25:59 INFO Epoch 122 / 5000: 2022-11-28 16:26:56 INFO dev: - loss: 0.6486 - UCM: 38.30% LCM: 27.53% UAS: 88.03% LAS: 84.45% 2022-11-28 16:27:03 INFO test: - loss: 0.6015 - UCM: 40.43% LCM: 28.14% UAS: 89.25% LAS: 85.57% 2022-11-28 16:27:03 INFO 0:01:03.323973s elapsed 2022-11-28 16:27:03 INFO Epoch 123 / 5000: 2022-11-28 16:27:59 INFO dev: - loss: 0.6490 - UCM: 38.16% LCM: 27.76% UAS: 88.12% LAS: 84.53% 2022-11-28 16:28:06 INFO test: - loss: 0.6042 - UCM: 40.49% LCM: 28.29% UAS: 89.20% LAS: 85.52% 2022-11-28 16:28:06 INFO 0:01:03.136230s elapsed 2022-11-28 16:28:06 INFO Epoch 124 / 5000: 2022-11-28 16:29:03 INFO dev: - loss: 0.6469 - UCM: 38.66% LCM: 27.90% UAS: 88.13% LAS: 84.56% 2022-11-28 16:29:09 INFO test: - loss: 0.6047 - UCM: 40.34% LCM: 28.16% UAS: 89.24% LAS: 85.55% 2022-11-28 16:29:09 INFO 0:01:03.671815s elapsed 2022-11-28 16:29:09 INFO Epoch 125 / 5000: 2022-11-28 16:30:06 INFO dev: - loss: 0.6584 - UCM: 38.54% LCM: 27.84% UAS: 88.09% LAS: 84.50% 2022-11-28 16:30:13 INFO test: - loss: 0.6125 - UCM: 40.56% LCM: 28.51% UAS: 89.18% LAS: 85.51% 2022-11-28 16:30:13 INFO 0:01:03.078984s elapsed 2022-11-28 16:30:13 INFO Epoch 126 / 5000: 2022-11-28 16:31:09 INFO dev: - loss: 0.6546 - UCM: 38.79% LCM: 27.93% UAS: 88.10% LAS: 84.53% 2022-11-28 16:31:16 INFO test: - loss: 0.6104 - UCM: 40.50% LCM: 28.51% UAS: 89.27% LAS: 85.59% 2022-11-28 16:31:16 INFO 0:01:03.425896s elapsed 2022-11-28 16:31:16 INFO Epoch 127 / 5000: 2022-11-28 16:32:12 INFO dev: - loss: 0.6419 - UCM: 38.83% LCM: 28.16% UAS: 88.07% LAS: 84.51% 2022-11-28 16:32:19 INFO test: - loss: 0.6008 - UCM: 40.29% LCM: 28.49% UAS: 89.21% LAS: 85.55% 2022-11-28 16:32:19 INFO 0:01:03.076007s elapsed 2022-11-28 16:32:19 INFO Epoch 128 / 5000: 2022-11-28 16:33:15 INFO dev: - loss: 0.6630 - UCM: 38.58% LCM: 27.97% UAS: 88.12% LAS: 84.55% 2022-11-28 16:33:22 INFO test: - loss: 0.6190 - UCM: 40.25% LCM: 28.25% UAS: 89.19% LAS: 85.52% 2022-11-28 16:33:22 INFO 0:01:03.171849s elapsed 2022-11-28 16:33:22 INFO Epoch 129 / 5000: 2022-11-28 16:34:19 INFO dev: - loss: 0.6578 - UCM: 38.24% LCM: 27.55% UAS: 88.04% LAS: 84.47% 2022-11-28 16:34:26 INFO test: - loss: 0.6128 - UCM: 40.41% LCM: 28.51% UAS: 89.22% LAS: 85.57% 2022-11-28 16:34:26 INFO 0:01:03.498382s elapsed 2022-11-28 16:34:26 INFO Epoch 130 / 5000: 2022-11-28 16:35:24 INFO dev: - loss: 0.6585 - UCM: 38.62% LCM: 27.86% UAS: 88.04% LAS: 84.48% 2022-11-28 16:35:30 INFO test: - loss: 0.6139 - UCM: 40.43% LCM: 28.51% UAS: 89.18% LAS: 85.52% 2022-11-28 16:35:30 INFO 0:01:04.754955s elapsed 2022-11-28 16:35:30 INFO Epoch 131 / 5000: 2022-11-28 16:36:27 INFO dev: - loss: 0.6594 - UCM: 38.68% LCM: 28.05% UAS: 88.03% LAS: 84.46% 2022-11-28 16:36:34 INFO test: - loss: 0.6112 - UCM: 40.65% LCM: 28.60% UAS: 89.21% LAS: 85.55% 2022-11-28 16:36:34 INFO 0:01:03.450039s elapsed 2022-11-28 16:36:34 INFO Epoch 132 / 5000: 2022-11-28 16:37:18 INFO dev: - loss: 0.6611 - UCM: 38.75% LCM: 28.05% UAS: 88.07% LAS: 84.51% 2022-11-28 16:37:23 INFO test: - loss: 0.6178 - UCM: 40.78% LCM: 28.49% UAS: 89.23% LAS: 85.54% 2022-11-28 16:37:23 INFO 0:00:48.822143s elapsed 2022-11-28 16:37:23 INFO Epoch 133 / 5000: 2022-11-28 16:38:14 INFO dev: - loss: 0.6504 - UCM: 38.49% LCM: 28.14% UAS: 88.11% LAS: 84.53% 2022-11-28 16:38:21 INFO test: - loss: 0.6052 - UCM: 40.88% LCM: 28.74% UAS: 89.24% LAS: 85.58% 2022-11-28 16:38:21 INFO 0:00:58.447565s elapsed 2022-11-28 16:38:21 INFO Epoch 134 / 5000: 2022-11-28 16:39:18 INFO dev: - loss: 0.6530 - UCM: 38.60% LCM: 28.05% UAS: 88.07% LAS: 84.51% 2022-11-28 16:39:25 INFO test: - loss: 0.6096 - UCM: 40.61% LCM: 28.67% UAS: 89.28% LAS: 85.63% 2022-11-28 16:39:25 INFO 0:01:03.432586s elapsed 2022-11-28 16:39:25 INFO Epoch 135 / 5000: 2022-11-28 16:40:21 INFO dev: - loss: 0.6593 - UCM: 38.41% LCM: 27.82% UAS: 88.09% LAS: 84.53% 2022-11-28 16:40:28 INFO test: - loss: 0.6147 - UCM: 40.63% LCM: 28.72% UAS: 89.19% LAS: 85.54% 2022-11-28 16:40:28 INFO 0:01:03.171685s elapsed 2022-11-28 16:40:28 INFO Epoch 136 / 5000: 2022-11-28 16:41:24 INFO dev: - loss: 0.6543 - UCM: 38.64% LCM: 28.01% UAS: 88.09% LAS: 84.50% 2022-11-28 16:41:31 INFO test: - loss: 0.6114 - UCM: 40.52% LCM: 28.63% UAS: 89.19% LAS: 85.54% 2022-11-28 16:41:31 INFO 0:01:03.183097s elapsed 2022-11-28 16:41:31 INFO Epoch 137 / 5000: 2022-11-28 16:42:28 INFO dev: - loss: 0.6655 - UCM: 38.66% LCM: 27.91% UAS: 88.11% LAS: 84.53% 2022-11-28 16:42:35 INFO test: - loss: 0.6211 - UCM: 40.23% LCM: 28.49% UAS: 89.18% LAS: 85.51% 2022-11-28 16:42:35 INFO 0:01:03.554490s elapsed 2022-11-28 16:42:35 INFO Epoch 138 / 5000: 2022-11-28 16:43:31 INFO dev: - loss: 0.6653 - UCM: 38.68% LCM: 27.84% UAS: 88.12% LAS: 84.54% 2022-11-28 16:43:37 INFO test: - loss: 0.6221 - UCM: 40.70% LCM: 28.58% UAS: 89.22% LAS: 85.53% 2022-11-28 16:43:37 INFO 0:01:02.909095s elapsed 2022-11-28 16:43:37 INFO Epoch 139 / 5000: 2022-11-28 16:44:34 INFO dev: - loss: 0.6583 - UCM: 38.58% LCM: 27.84% UAS: 88.11% LAS: 84.54% 2022-11-28 16:44:41 INFO test: - loss: 0.6137 - UCM: 40.50% LCM: 28.34% UAS: 89.18% LAS: 85.51% 2022-11-28 16:44:41 INFO 0:01:03.266579s elapsed 2022-11-28 16:44:41 INFO Epoch 140 / 5000: 2022-11-28 16:45:37 INFO dev: - loss: 0.6620 - UCM: 38.79% LCM: 28.20% UAS: 88.09% LAS: 84.53% 2022-11-28 16:45:44 INFO test: - loss: 0.6169 - UCM: 40.65% LCM: 28.71% UAS: 89.24% LAS: 85.58% 2022-11-28 16:45:44 INFO 0:01:03.338476s elapsed 2022-11-28 16:45:44 INFO Epoch 141 / 5000: 2022-11-28 16:46:41 INFO dev: - loss: 0.6648 - UCM: 38.79% LCM: 28.01% UAS: 88.11% LAS: 84.53% 2022-11-28 16:46:48 INFO test: - loss: 0.6199 - UCM: 40.41% LCM: 28.56% UAS: 89.22% LAS: 85.59% 2022-11-28 16:46:48 INFO 0:01:03.425574s elapsed 2022-11-28 16:46:48 INFO Epoch 142 / 5000: 2022-11-28 16:47:44 INFO dev: - loss: 0.6830 - UCM: 38.60% LCM: 27.95% UAS: 88.11% LAS: 84.58% 2022-11-28 16:47:50 INFO test: - loss: 0.6343 - UCM: 40.50% LCM: 28.80% UAS: 89.21% LAS: 85.56% 2022-11-28 16:47:50 INFO 0:01:02.974095s elapsed 2022-11-28 16:47:50 INFO Epoch 143 / 5000: 2022-11-28 16:48:47 INFO dev: - loss: 0.6666 - UCM: 39.00% LCM: 28.22% UAS: 88.11% LAS: 84.58% 2022-11-28 16:48:54 INFO test: - loss: 0.6198 - UCM: 40.56% LCM: 28.45% UAS: 89.23% LAS: 85.58% 2022-11-28 16:48:54 INFO 0:01:03.088746s elapsed 2022-11-28 16:48:54 INFO Epoch 144 / 5000: 2022-11-28 16:49:50 INFO dev: - loss: 0.6567 - UCM: 38.81% LCM: 28.01% UAS: 88.08% LAS: 84.53% 2022-11-28 16:49:57 INFO test: - loss: 0.6111 - UCM: 40.56% LCM: 28.52% UAS: 89.27% LAS: 85.59% 2022-11-28 16:49:57 INFO 0:01:03.148700s elapsed 2022-11-28 16:49:57 INFO Epoch 145 / 5000: 2022-11-28 16:50:52 INFO dev: - loss: 0.6712 - UCM: 38.79% LCM: 28.05% UAS: 88.04% LAS: 84.51% 2022-11-28 16:50:57 INFO test: - loss: 0.6244 - UCM: 40.23% LCM: 28.31% UAS: 89.18% LAS: 85.51% 2022-11-28 16:50:57 INFO 0:01:00.481228s elapsed 2022-11-28 16:50:57 INFO Epoch 146 / 5000: 2022-11-28 16:51:37 INFO dev: - loss: 0.6598 - UCM: 38.70% LCM: 28.05% UAS: 88.09% LAS: 84.53% 2022-11-28 16:51:44 INFO test: - loss: 0.6137 - UCM: 40.38% LCM: 28.31% UAS: 89.23% LAS: 85.56% 2022-11-28 16:51:44 INFO 0:00:46.810928s elapsed 2022-11-28 16:51:44 INFO Epoch 147 / 5000: 2022-11-28 16:52:41 INFO dev: - loss: 0.6594 - UCM: 38.70% LCM: 27.88% UAS: 88.08% LAS: 84.51% 2022-11-28 16:52:47 INFO test: - loss: 0.6137 - UCM: 40.49% LCM: 28.56% UAS: 89.23% LAS: 85.56% 2022-11-28 16:52:47 INFO 0:01:03.397870s elapsed 2022-11-28 16:52:47 INFO Epoch 148 / 5000: 2022-11-28 16:53:43 INFO dev: - loss: 0.6658 - UCM: 38.81% LCM: 27.97% UAS: 88.11% LAS: 84.54% 2022-11-28 16:53:50 INFO test: - loss: 0.6199 - UCM: 40.20% LCM: 28.23% UAS: 89.16% LAS: 85.52% 2022-11-28 16:53:50 INFO 0:01:02.891165s elapsed 2022-11-28 16:53:50 INFO Epoch 149 / 5000: 2022-11-28 16:54:47 INFO dev: - loss: 0.6705 - UCM: 38.79% LCM: 27.95% UAS: 88.11% LAS: 84.55% 2022-11-28 16:54:54 INFO test: - loss: 0.6222 - UCM: 40.36% LCM: 28.27% UAS: 89.21% LAS: 85.56% 2022-11-28 16:54:54 INFO 0:01:03.574073s elapsed 2022-11-28 16:54:54 INFO Epoch 150 / 5000: 2022-11-28 16:55:51 INFO dev: - loss: 0.6792 - UCM: 38.77% LCM: 27.99% UAS: 88.11% LAS: 84.55% 2022-11-28 16:55:57 INFO test: - loss: 0.6276 - UCM: 40.63% LCM: 28.42% UAS: 89.22% LAS: 85.55% 2022-11-28 16:55:57 INFO 0:01:03.452124s elapsed 2022-11-28 16:55:57 INFO Epoch 151 / 5000: 2022-11-28 16:56:54 INFO dev: - loss: 0.6752 - UCM: 38.75% LCM: 27.80% UAS: 88.08% LAS: 84.55% 2022-11-28 16:57:00 INFO test: - loss: 0.6256 - UCM: 40.74% LCM: 28.36% UAS: 89.21% LAS: 85.53% 2022-11-28 16:57:00 INFO 0:01:03.150961s elapsed 2022-11-28 16:57:00 INFO Epoch 152 / 5000: 2022-11-28 16:57:57 INFO dev: - loss: 0.6710 - UCM: 38.62% LCM: 27.84% UAS: 88.09% LAS: 84.54% 2022-11-28 16:58:03 INFO test: - loss: 0.6229 - UCM: 40.41% LCM: 28.29% UAS: 89.22% LAS: 85.55% 2022-11-28 16:58:03 INFO 0:01:02.966201s elapsed 2022-11-28 16:58:03 INFO Epoch 153 / 5000: 2022-11-28 16:59:00 INFO dev: - loss: 0.6796 - UCM: 38.90% LCM: 27.86% UAS: 88.11% LAS: 84.55% 2022-11-28 16:59:07 INFO test: - loss: 0.6307 - UCM: 40.54% LCM: 28.51% UAS: 89.24% LAS: 85.62% 2022-11-28 16:59:07 INFO 0:01:03.187427s elapsed 2022-11-28 16:59:07 INFO Epoch 154 / 5000: 2022-11-28 17:00:03 INFO dev: - loss: 0.6705 - UCM: 38.92% LCM: 27.95% UAS: 88.16% LAS: 84.59% 2022-11-28 17:00:10 INFO test: - loss: 0.6221 - UCM: 40.69% LCM: 28.58% UAS: 89.27% LAS: 85.60% 2022-11-28 17:00:11 INFO 0:01:03.540320s elapsed (saved) 2022-11-28 17:00:11 INFO Epoch 155 / 5000: 2022-11-28 17:01:07 INFO dev: - loss: 0.6708 - UCM: 38.54% LCM: 27.84% UAS: 88.09% LAS: 84.56% 2022-11-28 17:01:14 INFO test: - loss: 0.6240 - UCM: 40.65% LCM: 28.72% UAS: 89.20% LAS: 85.55% 2022-11-28 17:01:14 INFO 0:01:03.083690s elapsed 2022-11-28 17:01:14 INFO Epoch 156 / 5000: 2022-11-28 17:02:10 INFO dev: - loss: 0.6801 - UCM: 38.73% LCM: 28.10% UAS: 88.10% LAS: 84.55% 2022-11-28 17:02:17 INFO test: - loss: 0.6307 - UCM: 40.67% LCM: 28.29% UAS: 89.27% LAS: 85.60% 2022-11-28 17:02:17 INFO 0:01:03.233116s elapsed 2022-11-28 17:02:17 INFO Epoch 157 / 5000: 2022-11-28 17:03:14 INFO dev: - loss: 0.6814 - UCM: 38.89% LCM: 28.14% UAS: 88.14% LAS: 84.61% 2022-11-28 17:03:21 INFO test: - loss: 0.6313 - UCM: 40.21% LCM: 28.22% UAS: 89.26% LAS: 85.58% 2022-11-28 17:03:22 INFO 0:01:03.414719s elapsed (saved) 2022-11-28 17:03:22 INFO Epoch 158 / 5000: 2022-11-28 17:04:21 INFO dev: - loss: 0.6766 - UCM: 39.09% LCM: 28.28% UAS: 88.15% LAS: 84.62% 2022-11-28 17:04:29 INFO test: - loss: 0.6267 - UCM: 40.47% LCM: 28.36% UAS: 89.26% LAS: 85.59% 2022-11-28 17:04:30 INFO 0:01:07.015180s elapsed (saved) 2022-11-28 17:04:30 INFO Epoch 159 / 5000: 2022-11-28 17:05:27 INFO dev: - loss: 0.6704 - UCM: 38.96% LCM: 27.93% UAS: 88.16% LAS: 84.62% 2022-11-28 17:05:33 INFO test: - loss: 0.6211 - UCM: 40.67% LCM: 28.65% UAS: 89.30% LAS: 85.63% 2022-11-28 17:05:34 INFO 0:01:03.100008s elapsed (saved) 2022-11-28 17:05:34 INFO Epoch 160 / 5000: 2022-11-28 17:06:32 INFO dev: - loss: 0.6820 - UCM: 39.13% LCM: 28.24% UAS: 88.14% LAS: 84.60% 2022-11-28 17:06:39 INFO test: - loss: 0.6293 - UCM: 40.63% LCM: 28.74% UAS: 89.28% LAS: 85.61% 2022-11-28 17:06:39 INFO 0:01:05.573900s elapsed 2022-11-28 17:06:39 INFO Epoch 161 / 5000: 2022-11-28 17:07:41 INFO dev: - loss: 0.6859 - UCM: 38.75% LCM: 27.95% UAS: 88.14% LAS: 84.61% 2022-11-28 17:07:49 INFO test: - loss: 0.6345 - UCM: 40.74% LCM: 28.80% UAS: 89.26% LAS: 85.58% 2022-11-28 17:07:49 INFO 0:01:09.316145s elapsed 2022-11-28 17:07:49 INFO Epoch 162 / 5000: 2022-11-28 17:08:52 INFO dev: - loss: 0.6785 - UCM: 38.75% LCM: 28.01% UAS: 88.11% LAS: 84.58% 2022-11-28 17:09:00 INFO test: - loss: 0.6298 - UCM: 40.81% LCM: 28.72% UAS: 89.29% LAS: 85.60% 2022-11-28 17:09:00 INFO 0:01:10.977237s elapsed 2022-11-28 17:09:00 INFO Epoch 163 / 5000: 2022-11-28 17:10:02 INFO dev: - loss: 0.6851 - UCM: 38.87% LCM: 28.05% UAS: 88.14% LAS: 84.60% 2022-11-28 17:10:10 INFO test: - loss: 0.6346 - UCM: 40.63% LCM: 28.69% UAS: 89.27% LAS: 85.60% 2022-11-28 17:10:10 INFO 0:01:10.635056s elapsed 2022-11-28 17:10:10 INFO Epoch 164 / 5000: 2022-11-28 17:11:13 INFO dev: - loss: 0.6766 - UCM: 38.83% LCM: 27.90% UAS: 88.10% LAS: 84.56% 2022-11-28 17:11:21 INFO test: - loss: 0.6280 - UCM: 40.79% LCM: 28.67% UAS: 89.27% LAS: 85.60% 2022-11-28 17:11:21 INFO 0:01:10.566105s elapsed 2022-11-28 17:11:21 INFO Epoch 165 / 5000: 2022-11-28 17:12:24 INFO dev: - loss: 0.6826 - UCM: 39.00% LCM: 28.18% UAS: 88.15% LAS: 84.60% 2022-11-28 17:12:32 INFO test: - loss: 0.6317 - UCM: 40.56% LCM: 28.56% UAS: 89.28% LAS: 85.62% 2022-11-28 17:12:32 INFO 0:01:11.091505s elapsed 2022-11-28 17:12:32 INFO Epoch 166 / 5000: 2022-11-28 17:13:35 INFO dev: - loss: 0.6815 - UCM: 38.92% LCM: 27.80% UAS: 88.14% LAS: 84.59% 2022-11-28 17:13:42 INFO test: - loss: 0.6308 - UCM: 41.16% LCM: 29.05% UAS: 89.30% LAS: 85.63% 2022-11-28 17:13:42 INFO 0:01:10.618561s elapsed 2022-11-28 17:13:42 INFO Epoch 167 / 5000: 2022-11-28 17:14:45 INFO dev: - loss: 0.6745 - UCM: 39.11% LCM: 28.24% UAS: 88.12% LAS: 84.57% 2022-11-28 17:14:53 INFO test: - loss: 0.6239 - UCM: 40.63% LCM: 28.58% UAS: 89.29% LAS: 85.62% 2022-11-28 17:14:53 INFO 0:01:10.259706s elapsed 2022-11-28 17:14:53 INFO Epoch 168 / 5000: 2022-11-28 17:15:56 INFO dev: - loss: 0.6944 - UCM: 38.90% LCM: 28.29% UAS: 88.13% LAS: 84.58% 2022-11-28 17:16:04 INFO test: - loss: 0.6400 - UCM: 40.70% LCM: 28.60% UAS: 89.26% LAS: 85.60% 2022-11-28 17:16:04 INFO 0:01:10.826481s elapsed 2022-11-28 17:16:04 INFO Epoch 169 / 5000: 2022-11-28 17:17:07 INFO dev: - loss: 0.6882 - UCM: 38.71% LCM: 28.20% UAS: 88.14% LAS: 84.59% 2022-11-28 17:17:15 INFO test: - loss: 0.6355 - UCM: 40.72% LCM: 28.71% UAS: 89.26% LAS: 85.63% 2022-11-28 17:17:15 INFO 0:01:11.187624s elapsed 2022-11-28 17:17:15 INFO Epoch 170 / 5000: 2022-11-28 17:18:18 INFO dev: - loss: 0.6844 - UCM: 38.54% LCM: 28.12% UAS: 88.09% LAS: 84.57% 2022-11-28 17:18:26 INFO test: - loss: 0.6340 - UCM: 40.59% LCM: 28.65% UAS: 89.16% LAS: 85.51% 2022-11-28 17:18:26 INFO 0:01:11.078486s elapsed 2022-11-28 17:18:26 INFO Epoch 171 / 5000: 2022-11-28 17:19:30 INFO dev: - loss: 0.6812 - UCM: 38.52% LCM: 28.05% UAS: 88.09% LAS: 84.58% 2022-11-28 17:19:37 INFO test: - loss: 0.6308 - UCM: 40.72% LCM: 28.80% UAS: 89.20% LAS: 85.54% 2022-11-28 17:19:37 INFO 0:01:11.537613s elapsed 2022-11-28 17:19:37 INFO Epoch 172 / 5000: 2022-11-28 17:20:41 INFO dev: - loss: 0.6890 - UCM: 38.41% LCM: 27.90% UAS: 88.12% LAS: 84.57% 2022-11-28 17:20:48 INFO test: - loss: 0.6371 - UCM: 40.65% LCM: 28.96% UAS: 89.25% LAS: 85.61% 2022-11-28 17:20:48 INFO 0:01:10.708547s elapsed 2022-11-28 17:20:48 INFO Epoch 173 / 5000: 2022-11-28 17:21:50 INFO dev: - loss: 0.6742 - UCM: 38.70% LCM: 28.09% UAS: 88.14% LAS: 84.60% 2022-11-28 17:21:56 INFO test: - loss: 0.6262 - UCM: 40.94% LCM: 28.81% UAS: 89.27% LAS: 85.62% 2022-11-28 17:21:56 INFO 0:01:08.295662s elapsed 2022-11-28 17:21:56 INFO Epoch 174 / 5000: 2022-11-28 17:22:50 INFO dev: - loss: 0.6848 - UCM: 39.04% LCM: 28.31% UAS: 88.17% LAS: 84.62% 2022-11-28 17:22:57 INFO test: - loss: 0.6360 - UCM: 40.90% LCM: 28.83% UAS: 89.25% LAS: 85.58% 2022-11-28 17:22:57 INFO 0:01:01.073273s elapsed 2022-11-28 17:22:57 INFO Epoch 175 / 5000: 2022-11-28 17:24:01 INFO dev: - loss: 0.6819 - UCM: 38.85% LCM: 28.47% UAS: 88.17% LAS: 84.65% 2022-11-28 17:24:08 INFO test: - loss: 0.6326 - UCM: 40.88% LCM: 29.00% UAS: 89.27% LAS: 85.62% 2022-11-28 17:24:10 INFO 0:01:10.870689s elapsed (saved) 2022-11-28 17:24:10 INFO Epoch 176 / 5000: 2022-11-28 17:25:13 INFO dev: - loss: 0.6833 - UCM: 38.73% LCM: 28.37% UAS: 88.14% LAS: 84.60% 2022-11-28 17:25:20 INFO test: - loss: 0.6346 - UCM: 40.69% LCM: 28.89% UAS: 89.30% LAS: 85.66% 2022-11-28 17:25:20 INFO 0:01:10.287945s elapsed 2022-11-28 17:25:20 INFO Epoch 177 / 5000: 2022-11-28 17:26:23 INFO dev: - loss: 0.6851 - UCM: 38.71% LCM: 28.35% UAS: 88.16% LAS: 84.63% 2022-11-28 17:26:31 INFO test: - loss: 0.6372 - UCM: 40.70% LCM: 28.85% UAS: 89.28% LAS: 85.65% 2022-11-28 17:26:31 INFO 0:01:10.762844s elapsed 2022-11-28 17:26:31 INFO Epoch 178 / 5000: 2022-11-28 17:27:34 INFO dev: - loss: 0.6821 - UCM: 38.73% LCM: 28.39% UAS: 88.13% LAS: 84.60% 2022-11-28 17:27:42 INFO test: - loss: 0.6329 - UCM: 40.67% LCM: 28.96% UAS: 89.27% LAS: 85.61% 2022-11-28 17:27:42 INFO 0:01:11.073415s elapsed 2022-11-28 17:27:42 INFO Epoch 179 / 5000: 2022-11-28 17:28:45 INFO dev: - loss: 0.6951 - UCM: 38.75% LCM: 28.29% UAS: 88.15% LAS: 84.62% 2022-11-28 17:28:53 INFO test: - loss: 0.6437 - UCM: 40.97% LCM: 29.05% UAS: 89.28% LAS: 85.62% 2022-11-28 17:28:53 INFO 0:01:11.343657s elapsed 2022-11-28 17:28:53 INFO Epoch 180 / 5000: 2022-11-28 17:29:55 INFO dev: - loss: 0.6850 - UCM: 38.83% LCM: 28.35% UAS: 88.17% LAS: 84.65% 2022-11-28 17:30:03 INFO test: - loss: 0.6331 - UCM: 40.81% LCM: 29.03% UAS: 89.24% LAS: 85.60% 2022-11-28 17:30:03 INFO 0:01:09.450608s elapsed 2022-11-28 17:30:03 INFO Epoch 181 / 5000: 2022-11-28 17:31:19 INFO dev: - loss: 0.6814 - UCM: 38.89% LCM: 28.28% UAS: 88.13% LAS: 84.60% 2022-11-28 17:31:28 INFO test: - loss: 0.6304 - UCM: 40.81% LCM: 28.83% UAS: 89.25% LAS: 85.61% 2022-11-28 17:31:28 INFO 0:01:25.841706s elapsed 2022-11-28 17:31:28 INFO Epoch 182 / 5000: 2022-11-28 17:32:25 INFO dev: - loss: 0.6784 - UCM: 38.71% LCM: 28.18% UAS: 88.12% LAS: 84.58% 2022-11-28 17:32:32 INFO test: - loss: 0.6284 - UCM: 40.92% LCM: 29.05% UAS: 89.24% LAS: 85.59% 2022-11-28 17:32:32 INFO 0:01:03.138411s elapsed 2022-11-28 17:32:32 INFO Epoch 183 / 5000: 2022-11-28 17:33:34 INFO dev: - loss: 0.6800 - UCM: 38.92% LCM: 28.31% UAS: 88.17% LAS: 84.63% 2022-11-28 17:33:41 INFO test: - loss: 0.6300 - UCM: 40.88% LCM: 29.12% UAS: 89.24% LAS: 85.59% 2022-11-28 17:33:41 INFO 0:01:09.601102s elapsed 2022-11-28 17:33:41 INFO Epoch 184 / 5000: 2022-11-28 17:34:45 INFO dev: - loss: 0.6915 - UCM: 38.96% LCM: 28.45% UAS: 88.20% LAS: 84.67% 2022-11-28 17:34:52 INFO test: - loss: 0.6410 - UCM: 40.70% LCM: 29.01% UAS: 89.27% LAS: 85.64% 2022-11-28 17:34:54 INFO 0:01:10.959102s elapsed (saved) 2022-11-28 17:34:54 INFO Epoch 185 / 5000: 2022-11-28 17:35:57 INFO dev: - loss: 0.6817 - UCM: 38.94% LCM: 28.09% UAS: 88.15% LAS: 84.61% 2022-11-28 17:36:04 INFO test: - loss: 0.6330 - UCM: 40.83% LCM: 28.81% UAS: 89.29% LAS: 85.64% 2022-11-28 17:36:04 INFO 0:01:10.457850s elapsed 2022-11-28 17:36:04 INFO Epoch 186 / 5000: 2022-11-28 17:37:08 INFO dev: - loss: 0.6904 - UCM: 38.98% LCM: 28.24% UAS: 88.19% LAS: 84.63% 2022-11-28 17:37:15 INFO test: - loss: 0.6410 - UCM: 40.83% LCM: 28.83% UAS: 89.27% LAS: 85.63% 2022-11-28 17:37:15 INFO 0:01:10.811351s elapsed 2022-11-28 17:37:15 INFO Epoch 187 / 5000: 2022-11-28 17:38:18 INFO dev: - loss: 0.6844 - UCM: 38.92% LCM: 28.18% UAS: 88.16% LAS: 84.61% 2022-11-28 17:38:26 INFO test: - loss: 0.6352 - UCM: 40.72% LCM: 28.85% UAS: 89.27% LAS: 85.63% 2022-11-28 17:38:26 INFO 0:01:10.500210s elapsed 2022-11-28 17:38:26 INFO Epoch 188 / 5000: 2022-11-28 17:39:17 INFO dev: - loss: 0.6730 - UCM: 38.85% LCM: 28.35% UAS: 88.16% LAS: 84.62% 2022-11-28 17:39:24 INFO test: - loss: 0.6264 - UCM: 40.78% LCM: 28.96% UAS: 89.27% LAS: 85.63% 2022-11-28 17:39:24 INFO 0:00:58.275403s elapsed 2022-11-28 17:39:24 INFO Epoch 189 / 5000: 2022-11-28 17:40:28 INFO dev: - loss: 0.6866 - UCM: 38.79% LCM: 28.43% UAS: 88.17% LAS: 84.63% 2022-11-28 17:40:35 INFO test: - loss: 0.6391 - UCM: 40.70% LCM: 28.91% UAS: 89.27% LAS: 85.63% 2022-11-28 17:40:35 INFO 0:01:11.547752s elapsed 2022-11-28 17:40:35 INFO Epoch 190 / 5000: 2022-11-28 17:41:38 INFO dev: - loss: 0.6882 - UCM: 38.79% LCM: 28.24% UAS: 88.11% LAS: 84.56% 2022-11-28 17:41:46 INFO test: - loss: 0.6388 - UCM: 40.70% LCM: 28.87% UAS: 89.25% LAS: 85.59% 2022-11-28 17:41:46 INFO 0:01:10.412161s elapsed 2022-11-28 17:41:46 INFO Epoch 191 / 5000: 2022-11-28 17:42:50 INFO dev: - loss: 0.6872 - UCM: 38.90% LCM: 28.14% UAS: 88.17% LAS: 84.62% 2022-11-28 17:42:57 INFO test: - loss: 0.6382 - UCM: 40.92% LCM: 28.98% UAS: 89.26% LAS: 85.60% 2022-11-28 17:42:57 INFO 0:01:11.420008s elapsed 2022-11-28 17:42:57 INFO Epoch 192 / 5000: 2022-11-28 17:44:01 INFO dev: - loss: 0.6901 - UCM: 38.81% LCM: 28.12% UAS: 88.12% LAS: 84.58% 2022-11-28 17:44:08 INFO test: - loss: 0.6402 - UCM: 40.88% LCM: 29.12% UAS: 89.27% LAS: 85.63% 2022-11-28 17:44:08 INFO 0:01:11.050989s elapsed 2022-11-28 17:44:08 INFO Epoch 193 / 5000: 2022-11-28 17:45:11 INFO dev: - loss: 0.6865 - UCM: 38.85% LCM: 28.14% UAS: 88.14% LAS: 84.59% 2022-11-28 17:45:19 INFO test: - loss: 0.6382 - UCM: 40.76% LCM: 28.94% UAS: 89.27% LAS: 85.61% 2022-11-28 17:45:19 INFO 0:01:10.611519s elapsed 2022-11-28 17:45:19 INFO Epoch 194 / 5000: 2022-11-28 17:46:23 INFO dev: - loss: 0.6849 - UCM: 39.02% LCM: 28.31% UAS: 88.13% LAS: 84.60% 2022-11-28 17:46:30 INFO test: - loss: 0.6364 - UCM: 40.88% LCM: 28.81% UAS: 89.26% LAS: 85.61% 2022-11-28 17:46:30 INFO 0:01:11.572913s elapsed 2022-11-28 17:46:30 INFO Epoch 195 / 5000: 2022-11-28 17:47:34 INFO dev: - loss: 0.6877 - UCM: 38.66% LCM: 28.12% UAS: 88.11% LAS: 84.60% 2022-11-28 17:47:41 INFO test: - loss: 0.6385 - UCM: 40.56% LCM: 28.85% UAS: 89.28% LAS: 85.62% 2022-11-28 17:47:41 INFO 0:01:10.936773s elapsed 2022-11-28 17:47:41 INFO Epoch 196 / 5000: 2022-11-28 17:48:45 INFO dev: - loss: 0.6885 - UCM: 38.83% LCM: 28.29% UAS: 88.10% LAS: 84.60% 2022-11-28 17:48:53 INFO test: - loss: 0.6384 - UCM: 40.67% LCM: 29.05% UAS: 89.30% LAS: 85.65% 2022-11-28 17:48:53 INFO 0:01:11.443526s elapsed 2022-11-28 17:48:53 INFO Epoch 197 / 5000: 2022-11-28 17:49:56 INFO dev: - loss: 0.6838 - UCM: 38.92% LCM: 28.31% UAS: 88.14% LAS: 84.61% 2022-11-28 17:50:04 INFO test: - loss: 0.6349 - UCM: 40.79% LCM: 29.14% UAS: 89.29% LAS: 85.64% 2022-11-28 17:50:04 INFO 0:01:10.973348s elapsed 2022-11-28 17:50:04 INFO Epoch 198 / 5000: 2022-11-28 17:51:07 INFO dev: - loss: 0.6969 - UCM: 38.89% LCM: 28.35% UAS: 88.11% LAS: 84.59% 2022-11-28 17:51:14 INFO test: - loss: 0.6457 - UCM: 40.54% LCM: 29.01% UAS: 89.24% LAS: 85.62% 2022-11-28 17:51:14 INFO 0:01:10.626004s elapsed 2022-11-28 17:51:14 INFO Epoch 199 / 5000: 2022-11-28 17:52:17 INFO dev: - loss: 0.6914 - UCM: 38.89% LCM: 28.28% UAS: 88.13% LAS: 84.60% 2022-11-28 17:52:25 INFO test: - loss: 0.6420 - UCM: 40.92% LCM: 29.20% UAS: 89.27% LAS: 85.63% 2022-11-28 17:52:25 INFO 0:01:10.144091s elapsed 2022-11-28 17:52:25 INFO Epoch 200 / 5000: 2022-11-28 17:53:28 INFO dev: - loss: 0.7010 - UCM: 39.02% LCM: 28.35% UAS: 88.11% LAS: 84.59% 2022-11-28 17:53:35 INFO test: - loss: 0.6506 - UCM: 40.59% LCM: 28.78% UAS: 89.27% LAS: 85.62% 2022-11-28 17:53:35 INFO 0:01:10.826526s elapsed 2022-11-28 17:53:35 INFO Epoch 201 / 5000: 2022-11-28 17:54:39 INFO dev: - loss: 0.7024 - UCM: 39.09% LCM: 28.39% UAS: 88.13% LAS: 84.60% 2022-11-28 17:54:46 INFO test: - loss: 0.6503 - UCM: 40.96% LCM: 29.09% UAS: 89.26% LAS: 85.62% 2022-11-28 17:54:46 INFO 0:01:10.956124s elapsed 2022-11-28 17:54:46 INFO Epoch 202 / 5000: 2022-11-28 17:55:44 INFO dev: - loss: 0.6960 - UCM: 38.87% LCM: 28.33% UAS: 88.11% LAS: 84.60% 2022-11-28 17:55:50 INFO test: - loss: 0.6461 - UCM: 40.87% LCM: 29.20% UAS: 89.24% LAS: 85.63% 2022-11-28 17:55:50 INFO 0:01:03.287939s elapsed 2022-11-28 17:55:50 INFO Epoch 203 / 5000: 2022-11-28 17:56:48 INFO dev: - loss: 0.6959 - UCM: 38.94% LCM: 28.28% UAS: 88.13% LAS: 84.61% 2022-11-28 17:56:56 INFO test: - loss: 0.6452 - UCM: 40.76% LCM: 28.94% UAS: 89.25% LAS: 85.62% 2022-11-28 17:56:56 INFO 0:01:06.077412s elapsed 2022-11-28 17:56:56 INFO Epoch 204 / 5000: 2022-11-28 17:57:58 INFO dev: - loss: 0.7045 - UCM: 39.06% LCM: 28.43% UAS: 88.12% LAS: 84.59% 2022-11-28 17:58:05 INFO test: - loss: 0.6515 - UCM: 40.67% LCM: 28.98% UAS: 89.23% LAS: 85.60% 2022-11-28 17:58:05 INFO 0:01:09.694115s elapsed 2022-11-28 17:58:05 INFO Epoch 205 / 5000: 2022-11-28 17:59:13 INFO dev: - loss: 0.7077 - UCM: 38.98% LCM: 28.41% UAS: 88.10% LAS: 84.57% 2022-11-28 17:59:22 INFO test: - loss: 0.6542 - UCM: 40.78% LCM: 28.98% UAS: 89.26% LAS: 85.62% 2022-11-28 17:59:22 INFO 0:01:16.674577s elapsed 2022-11-28 17:59:22 INFO Epoch 206 / 5000: 2022-11-28 18:00:32 INFO dev: - loss: 0.6950 - UCM: 38.98% LCM: 28.33% UAS: 88.10% LAS: 84.57% 2022-11-28 18:00:39 INFO test: - loss: 0.6428 - UCM: 40.61% LCM: 29.00% UAS: 89.21% LAS: 85.57% 2022-11-28 18:00:39 INFO 0:01:16.906918s elapsed 2022-11-28 18:00:39 INFO Epoch 207 / 5000: 2022-11-28 18:01:36 INFO dev: - loss: 0.7007 - UCM: 38.98% LCM: 28.50% UAS: 88.11% LAS: 84.60% 2022-11-28 18:01:43 INFO test: - loss: 0.6458 - UCM: 41.05% LCM: 29.09% UAS: 89.26% LAS: 85.62% 2022-11-28 18:01:43 INFO 0:01:03.753531s elapsed 2022-11-28 18:01:43 INFO Epoch 208 / 5000: 2022-11-28 18:02:39 INFO dev: - loss: 0.7039 - UCM: 38.96% LCM: 28.52% UAS: 88.08% LAS: 84.57% 2022-11-28 18:02:45 INFO test: - loss: 0.6485 - UCM: 40.87% LCM: 29.10% UAS: 89.28% LAS: 85.66% 2022-11-28 18:02:45 INFO 0:01:02.689416s elapsed 2022-11-28 18:02:45 INFO Epoch 209 / 5000: 2022-11-28 18:03:42 INFO dev: - loss: 0.7057 - UCM: 38.90% LCM: 28.28% UAS: 88.08% LAS: 84.57% 2022-11-28 18:03:49 INFO test: - loss: 0.6512 - UCM: 40.81% LCM: 28.92% UAS: 89.28% LAS: 85.65% 2022-11-28 18:03:49 INFO 0:01:03.782030s elapsed 2022-11-28 18:03:49 INFO Epoch 210 / 5000: 2022-11-28 18:04:46 INFO dev: - loss: 0.7044 - UCM: 38.94% LCM: 28.52% UAS: 88.09% LAS: 84.59% 2022-11-28 18:04:53 INFO test: - loss: 0.6505 - UCM: 40.85% LCM: 28.91% UAS: 89.27% LAS: 85.65% 2022-11-28 18:04:53 INFO 0:01:03.778435s elapsed 2022-11-28 18:04:53 INFO Epoch 211 / 5000: 2022-11-28 18:05:49 INFO dev: - loss: 0.6997 - UCM: 38.66% LCM: 28.22% UAS: 88.11% LAS: 84.61% 2022-11-28 18:05:56 INFO test: - loss: 0.6476 - UCM: 41.01% LCM: 29.12% UAS: 89.25% LAS: 85.62% 2022-11-28 18:05:56 INFO 0:01:02.756363s elapsed 2022-11-28 18:05:56 INFO Epoch 212 / 5000: 2022-11-28 18:06:53 INFO dev: - loss: 0.7104 - UCM: 39.17% LCM: 28.62% UAS: 88.13% LAS: 84.64% 2022-11-28 18:07:00 INFO test: - loss: 0.6556 - UCM: 40.90% LCM: 29.34% UAS: 89.27% LAS: 85.64% 2022-11-28 18:07:00 INFO 0:01:03.953047s elapsed 2022-11-28 18:07:00 INFO Epoch 213 / 5000: 2022-11-28 18:07:55 INFO dev: - loss: 0.7084 - UCM: 38.89% LCM: 28.24% UAS: 88.10% LAS: 84.60% 2022-11-28 18:08:02 INFO test: - loss: 0.6524 - UCM: 40.97% LCM: 29.10% UAS: 89.29% LAS: 85.66% 2022-11-28 18:08:02 INFO 0:01:02.234004s elapsed 2022-11-28 18:08:02 INFO Epoch 214 / 5000: 2022-11-28 18:08:59 INFO dev: - loss: 0.6959 - UCM: 38.85% LCM: 28.33% UAS: 88.10% LAS: 84.59% 2022-11-28 18:09:05 INFO test: - loss: 0.6421 - UCM: 40.88% LCM: 29.10% UAS: 89.23% LAS: 85.61% 2022-11-28 18:09:05 INFO 0:01:03.481601s elapsed 2022-11-28 18:09:05 INFO Epoch 215 / 5000: 2022-11-28 18:10:03 INFO dev: - loss: 0.7175 - UCM: 39.09% LCM: 28.39% UAS: 88.09% LAS: 84.58% 2022-11-28 18:10:10 INFO test: - loss: 0.6597 - UCM: 40.88% LCM: 28.98% UAS: 89.29% LAS: 85.66% 2022-11-28 18:10:10 INFO 0:01:04.292438s elapsed 2022-11-28 18:10:10 INFO Epoch 216 / 5000: 2022-11-28 18:10:54 INFO dev: - loss: 0.7169 - UCM: 38.90% LCM: 28.37% UAS: 88.12% LAS: 84.62% 2022-11-28 18:10:58 INFO test: - loss: 0.6567 - UCM: 40.94% LCM: 28.94% UAS: 89.27% LAS: 85.64% 2022-11-28 18:10:58 INFO 0:00:48.674853s elapsed 2022-11-28 18:10:58 INFO Epoch 217 / 5000: 2022-11-28 18:11:50 INFO dev: - loss: 0.7076 - UCM: 38.90% LCM: 28.29% UAS: 88.09% LAS: 84.58% 2022-11-28 18:11:57 INFO test: - loss: 0.6518 - UCM: 40.99% LCM: 29.12% UAS: 89.27% LAS: 85.63% 2022-11-28 18:11:57 INFO 0:00:58.610500s elapsed 2022-11-28 18:11:57 INFO Epoch 218 / 5000: 2022-11-28 18:12:54 INFO dev: - loss: 0.7007 - UCM: 39.21% LCM: 28.54% UAS: 88.12% LAS: 84.63% 2022-11-28 18:13:00 INFO test: - loss: 0.6453 - UCM: 40.63% LCM: 28.65% UAS: 89.24% LAS: 85.61% 2022-11-28 18:13:00 INFO 0:01:03.339102s elapsed 2022-11-28 18:13:00 INFO Epoch 219 / 5000: 2022-11-28 18:13:56 INFO dev: - loss: 0.7077 - UCM: 39.08% LCM: 28.39% UAS: 88.13% LAS: 84.62% 2022-11-28 18:14:02 INFO test: - loss: 0.6520 - UCM: 40.87% LCM: 28.83% UAS: 89.29% LAS: 85.65% 2022-11-28 18:14:02 INFO 0:01:02.105134s elapsed 2022-11-28 18:14:02 INFO Epoch 220 / 5000: 2022-11-28 18:14:59 INFO dev: - loss: 0.7051 - UCM: 39.17% LCM: 28.52% UAS: 88.11% LAS: 84.60% 2022-11-28 18:15:06 INFO test: - loss: 0.6489 - UCM: 40.96% LCM: 28.98% UAS: 89.27% LAS: 85.61% 2022-11-28 18:15:06 INFO 0:01:03.729459s elapsed 2022-11-28 18:15:06 INFO Epoch 221 / 5000: 2022-11-28 18:16:03 INFO dev: - loss: 0.7161 - UCM: 39.27% LCM: 28.69% UAS: 88.12% LAS: 84.62% 2022-11-28 18:16:10 INFO test: - loss: 0.6591 - UCM: 40.97% LCM: 29.10% UAS: 89.29% LAS: 85.65% 2022-11-28 18:16:10 INFO 0:01:03.596013s elapsed 2022-11-28 18:16:10 INFO Epoch 222 / 5000: 2022-11-28 18:17:06 INFO dev: - loss: 0.7107 - UCM: 39.00% LCM: 28.56% UAS: 88.10% LAS: 84.61% 2022-11-28 18:17:13 INFO test: - loss: 0.6563 - UCM: 40.88% LCM: 29.12% UAS: 89.28% LAS: 85.63% 2022-11-28 18:17:13 INFO 0:01:03.064790s elapsed 2022-11-28 18:17:13 INFO Epoch 223 / 5000: 2022-11-28 18:18:09 INFO dev: - loss: 0.7149 - UCM: 38.89% LCM: 28.35% UAS: 88.09% LAS: 84.59% 2022-11-28 18:18:16 INFO test: - loss: 0.6611 - UCM: 40.96% LCM: 29.20% UAS: 89.29% LAS: 85.65% 2022-11-28 18:18:16 INFO 0:01:03.135140s elapsed 2022-11-28 18:18:16 INFO Epoch 224 / 5000: 2022-11-28 18:19:12 INFO dev: - loss: 0.7055 - UCM: 39.00% LCM: 28.45% UAS: 88.11% LAS: 84.62% 2022-11-28 18:19:19 INFO test: - loss: 0.6535 - UCM: 40.69% LCM: 28.81% UAS: 89.26% LAS: 85.62% 2022-11-28 18:19:19 INFO 0:01:02.634624s elapsed 2022-11-28 18:19:19 INFO Epoch 225 / 5000: 2022-11-28 18:20:15 INFO dev: - loss: 0.7191 - UCM: 38.81% LCM: 28.39% UAS: 88.05% LAS: 84.57% 2022-11-28 18:20:22 INFO test: - loss: 0.6645 - UCM: 40.88% LCM: 28.85% UAS: 89.27% LAS: 85.62% 2022-11-28 18:20:22 INFO 0:01:03.771149s elapsed 2022-11-28 18:20:22 INFO Epoch 226 / 5000: 2022-11-28 18:21:19 INFO dev: - loss: 0.7056 - UCM: 38.75% LCM: 28.20% UAS: 88.08% LAS: 84.57% 2022-11-28 18:21:25 INFO test: - loss: 0.6510 - UCM: 40.94% LCM: 28.91% UAS: 89.28% LAS: 85.62% 2022-11-28 18:21:25 INFO 0:01:03.123949s elapsed 2022-11-28 18:21:25 INFO Epoch 227 / 5000: 2022-11-28 18:22:21 INFO dev: - loss: 0.7046 - UCM: 38.70% LCM: 28.14% UAS: 88.07% LAS: 84.58% 2022-11-28 18:22:28 INFO test: - loss: 0.6502 - UCM: 40.67% LCM: 28.92% UAS: 89.29% LAS: 85.66% 2022-11-28 18:22:28 INFO 0:01:02.755041s elapsed 2022-11-28 18:22:28 INFO Epoch 228 / 5000: 2022-11-28 18:23:25 INFO dev: - loss: 0.7096 - UCM: 38.81% LCM: 28.28% UAS: 88.10% LAS: 84.59% 2022-11-28 18:23:31 INFO test: - loss: 0.6550 - UCM: 40.50% LCM: 28.80% UAS: 89.28% LAS: 85.65% 2022-11-28 18:23:31 INFO 0:01:03.246186s elapsed 2022-11-28 18:23:31 INFO Epoch 229 / 5000: 2022-11-28 18:24:28 INFO dev: - loss: 0.7078 - UCM: 38.87% LCM: 28.18% UAS: 88.07% LAS: 84.57% 2022-11-28 18:24:34 INFO test: - loss: 0.6531 - UCM: 40.65% LCM: 28.85% UAS: 89.28% LAS: 85.65% 2022-11-28 18:24:34 INFO 0:01:02.982235s elapsed 2022-11-28 18:24:34 INFO Epoch 230 / 5000: 2022-11-28 18:25:15 INFO dev: - loss: 0.7135 - UCM: 38.89% LCM: 28.22% UAS: 88.11% LAS: 84.59% 2022-11-28 18:25:20 INFO test: - loss: 0.6590 - UCM: 40.81% LCM: 28.91% UAS: 89.31% LAS: 85.67% 2022-11-28 18:25:20 INFO 0:00:45.551534s elapsed 2022-11-28 18:25:20 INFO Epoch 231 / 5000: 2022-11-28 18:26:15 INFO dev: - loss: 0.7138 - UCM: 38.77% LCM: 28.20% UAS: 88.10% LAS: 84.57% 2022-11-28 18:26:22 INFO test: - loss: 0.6584 - UCM: 40.63% LCM: 28.62% UAS: 89.27% LAS: 85.62% 2022-11-28 18:26:22 INFO 0:01:02.231659s elapsed 2022-11-28 18:26:22 INFO Epoch 232 / 5000: 2022-11-28 18:27:19 INFO dev: - loss: 0.7098 - UCM: 38.79% LCM: 28.07% UAS: 88.10% LAS: 84.58% 2022-11-28 18:27:26 INFO test: - loss: 0.6551 - UCM: 40.79% LCM: 28.85% UAS: 89.28% LAS: 85.64% 2022-11-28 18:27:26 INFO 0:01:03.322535s elapsed 2022-11-28 18:27:26 INFO Epoch 233 / 5000: 2022-11-28 18:28:21 INFO dev: - loss: 0.7060 - UCM: 38.77% LCM: 28.14% UAS: 88.06% LAS: 84.54% 2022-11-28 18:28:28 INFO test: - loss: 0.6523 - UCM: 40.85% LCM: 29.00% UAS: 89.29% LAS: 85.67% 2022-11-28 18:28:28 INFO 0:01:02.551580s elapsed 2022-11-28 18:28:28 INFO Epoch 234 / 5000: 2022-11-28 18:29:25 INFO dev: - loss: 0.7111 - UCM: 38.94% LCM: 28.31% UAS: 88.09% LAS: 84.58% 2022-11-28 18:29:32 INFO test: - loss: 0.6577 - UCM: 40.96% LCM: 28.94% UAS: 89.32% LAS: 85.69% 2022-11-28 18:29:32 INFO 0:01:03.570371s elapsed 2022-11-28 18:29:32 INFO Epoch 235 / 5000: 2022-11-28 18:30:28 INFO dev: - loss: 0.7027 - UCM: 38.85% LCM: 28.39% UAS: 88.10% LAS: 84.59% 2022-11-28 18:30:35 INFO test: - loss: 0.6504 - UCM: 40.70% LCM: 28.81% UAS: 89.28% LAS: 85.65% 2022-11-28 18:30:35 INFO 0:01:03.727736s elapsed 2022-11-28 18:30:35 INFO Epoch 236 / 5000: 2022-11-28 18:31:31 INFO dev: - loss: 0.7109 - UCM: 38.89% LCM: 28.43% UAS: 88.11% LAS: 84.60% 2022-11-28 18:31:38 INFO test: - loss: 0.6585 - UCM: 40.94% LCM: 28.83% UAS: 89.29% LAS: 85.64% 2022-11-28 18:31:38 INFO 0:01:02.529813s elapsed 2022-11-28 18:31:38 INFO Epoch 237 / 5000: 2022-11-28 18:32:35 INFO dev: - loss: 0.7007 - UCM: 38.90% LCM: 28.35% UAS: 88.11% LAS: 84.58% 2022-11-28 18:32:41 INFO test: - loss: 0.6496 - UCM: 40.69% LCM: 28.69% UAS: 89.25% LAS: 85.60% 2022-11-28 18:32:41 INFO 0:01:03.528094s elapsed 2022-11-28 18:32:41 INFO Epoch 238 / 5000: 2022-11-28 18:33:36 INFO dev: - loss: 0.7030 - UCM: 39.29% LCM: 28.52% UAS: 88.12% LAS: 84.60% 2022-11-28 18:33:43 INFO test: - loss: 0.6519 - UCM: 40.78% LCM: 28.94% UAS: 89.26% LAS: 85.62% 2022-11-28 18:33:43 INFO 0:01:01.695588s elapsed 2022-11-28 18:33:43 INFO Epoch 239 / 5000: 2022-11-28 18:34:40 INFO dev: - loss: 0.7210 - UCM: 39.29% LCM: 28.50% UAS: 88.14% LAS: 84.65% 2022-11-28 18:34:47 INFO test: - loss: 0.6672 - UCM: 40.76% LCM: 28.87% UAS: 89.30% LAS: 85.65% 2022-11-28 18:34:47 INFO 0:01:03.669547s elapsed 2022-11-28 18:34:47 INFO Epoch 240 / 5000: 2022-11-28 18:35:43 INFO dev: - loss: 0.7076 - UCM: 39.40% LCM: 28.64% UAS: 88.14% LAS: 84.63% 2022-11-28 18:35:50 INFO test: - loss: 0.6563 - UCM: 40.59% LCM: 28.78% UAS: 89.26% LAS: 85.62% 2022-11-28 18:35:50 INFO 0:01:03.529513s elapsed 2022-11-28 18:35:50 INFO Epoch 241 / 5000: 2022-11-28 18:36:46 INFO dev: - loss: 0.7094 - UCM: 39.30% LCM: 28.52% UAS: 88.14% LAS: 84.63% 2022-11-28 18:36:53 INFO test: - loss: 0.6568 - UCM: 40.49% LCM: 28.69% UAS: 89.27% LAS: 85.64% 2022-11-28 18:36:53 INFO 0:01:02.550235s elapsed 2022-11-28 18:36:53 INFO Epoch 242 / 5000: 2022-11-28 18:37:50 INFO dev: - loss: 0.7108 - UCM: 39.23% LCM: 28.62% UAS: 88.14% LAS: 84.63% 2022-11-28 18:37:57 INFO test: - loss: 0.6580 - UCM: 40.67% LCM: 28.78% UAS: 89.29% LAS: 85.64% 2022-11-28 18:37:57 INFO 0:01:03.824530s elapsed 2022-11-28 18:37:57 INFO Epoch 243 / 5000: 2022-11-28 18:38:51 INFO dev: - loss: 0.7116 - UCM: 39.04% LCM: 28.39% UAS: 88.10% LAS: 84.60% 2022-11-28 18:38:56 INFO test: - loss: 0.6577 - UCM: 40.54% LCM: 28.60% UAS: 89.27% LAS: 85.63% 2022-11-28 18:38:56 INFO 0:00:59.600291s elapsed 2022-11-28 18:38:56 INFO Epoch 244 / 5000: 2022-11-28 18:39:37 INFO dev: - loss: 0.7194 - UCM: 39.13% LCM: 28.43% UAS: 88.13% LAS: 84.63% 2022-11-28 18:39:44 INFO test: - loss: 0.6632 - UCM: 40.38% LCM: 28.63% UAS: 89.27% LAS: 85.62% 2022-11-28 18:39:44 INFO 0:00:47.325882s elapsed 2022-11-28 18:39:44 INFO Epoch 245 / 5000: 2022-11-28 18:40:39 INFO dev: - loss: 0.7123 - UCM: 39.17% LCM: 28.45% UAS: 88.11% LAS: 84.61% 2022-11-28 18:40:46 INFO test: - loss: 0.6577 - UCM: 40.63% LCM: 28.74% UAS: 89.30% LAS: 85.66% 2022-11-28 18:40:46 INFO 0:01:02.293522s elapsed 2022-11-28 18:40:46 INFO Epoch 246 / 5000: 2022-11-28 18:41:43 INFO dev: - loss: 0.7094 - UCM: 39.06% LCM: 28.64% UAS: 88.12% LAS: 84.63% 2022-11-28 18:41:50 INFO test: - loss: 0.6552 - UCM: 40.65% LCM: 28.72% UAS: 89.29% LAS: 85.65% 2022-11-28 18:41:50 INFO 0:01:03.635809s elapsed 2022-11-28 18:41:50 INFO Epoch 247 / 5000: 2022-11-28 18:42:45 INFO dev: - loss: 0.7143 - UCM: 39.29% LCM: 28.60% UAS: 88.15% LAS: 84.66% 2022-11-28 18:42:52 INFO test: - loss: 0.6609 - UCM: 40.58% LCM: 28.69% UAS: 89.29% LAS: 85.66% 2022-11-28 18:42:52 INFO 0:01:02.449655s elapsed 2022-11-28 18:42:52 INFO Epoch 248 / 5000: 2022-11-28 18:43:48 INFO dev: - loss: 0.7136 - UCM: 39.34% LCM: 28.64% UAS: 88.13% LAS: 84.64% 2022-11-28 18:43:55 INFO test: - loss: 0.6607 - UCM: 40.78% LCM: 28.78% UAS: 89.29% LAS: 85.65% 2022-11-28 18:43:55 INFO 0:01:03.333984s elapsed 2022-11-28 18:43:55 INFO Epoch 249 / 5000: 2022-11-28 18:44:52 INFO dev: - loss: 0.7117 - UCM: 39.06% LCM: 28.54% UAS: 88.10% LAS: 84.62% 2022-11-28 18:44:59 INFO test: - loss: 0.6589 - UCM: 40.65% LCM: 28.63% UAS: 89.27% LAS: 85.63% 2022-11-28 18:44:59 INFO 0:01:03.323217s elapsed 2022-11-28 18:44:59 INFO Epoch 250 / 5000: 2022-11-28 18:45:54 INFO dev: - loss: 0.7163 - UCM: 39.19% LCM: 28.60% UAS: 88.12% LAS: 84.62% 2022-11-28 18:46:01 INFO test: - loss: 0.6635 - UCM: 40.72% LCM: 28.87% UAS: 89.28% LAS: 85.64% 2022-11-28 18:46:01 INFO 0:01:02.539282s elapsed 2022-11-28 18:46:01 INFO Epoch 251 / 5000: 2022-11-28 18:46:58 INFO dev: - loss: 0.7122 - UCM: 39.11% LCM: 28.41% UAS: 88.12% LAS: 84.62% 2022-11-28 18:47:05 INFO test: - loss: 0.6588 - UCM: 40.58% LCM: 28.80% UAS: 89.26% LAS: 85.63% 2022-11-28 18:47:05 INFO 0:01:03.959756s elapsed 2022-11-28 18:47:05 INFO Epoch 252 / 5000: 2022-11-28 18:48:01 INFO dev: - loss: 0.7264 - UCM: 39.27% LCM: 28.66% UAS: 88.16% LAS: 84.66% 2022-11-28 18:48:07 INFO test: - loss: 0.6697 - UCM: 40.85% LCM: 28.94% UAS: 89.32% LAS: 85.69% 2022-11-28 18:48:07 INFO 0:01:02.222587s elapsed 2022-11-28 18:48:07 INFO Epoch 253 / 5000: 2022-11-28 18:49:04 INFO dev: - loss: 0.7124 - UCM: 39.34% LCM: 28.88% UAS: 88.14% LAS: 84.64% 2022-11-28 18:49:11 INFO test: - loss: 0.6590 - UCM: 40.65% LCM: 29.05% UAS: 89.29% LAS: 85.66% 2022-11-28 18:49:11 INFO 0:01:03.324490s elapsed 2022-11-28 18:49:11 INFO Epoch 254 / 5000: 2022-11-28 18:50:08 INFO dev: - loss: 0.7111 - UCM: 39.09% LCM: 28.71% UAS: 88.12% LAS: 84.61% 2022-11-28 18:50:15 INFO test: - loss: 0.6577 - UCM: 40.78% LCM: 29.00% UAS: 89.27% LAS: 85.65% 2022-11-28 18:50:15 INFO 0:01:03.850749s elapsed 2022-11-28 18:50:15 INFO Epoch 255 / 5000: 2022-11-28 18:51:10 INFO dev: - loss: 0.7191 - UCM: 39.36% LCM: 28.79% UAS: 88.15% LAS: 84.65% 2022-11-28 18:51:17 INFO test: - loss: 0.6650 - UCM: 40.72% LCM: 28.94% UAS: 89.23% LAS: 85.61% 2022-11-28 18:51:17 INFO 0:01:02.485558s elapsed 2022-11-28 18:51:17 INFO Epoch 256 / 5000: 2022-11-28 18:52:14 INFO dev: - loss: 0.7142 - UCM: 39.17% LCM: 28.60% UAS: 88.13% LAS: 84.62% 2022-11-28 18:52:21 INFO test: - loss: 0.6609 - UCM: 40.92% LCM: 29.01% UAS: 89.27% LAS: 85.65% 2022-11-28 18:52:21 INFO 0:01:03.602722s elapsed 2022-11-28 18:52:21 INFO Epoch 257 / 5000: 2022-11-28 18:53:13 INFO dev: - loss: 0.7114 - UCM: 39.15% LCM: 28.69% UAS: 88.10% LAS: 84.60% 2022-11-28 18:53:18 INFO test: - loss: 0.6593 - UCM: 40.63% LCM: 28.89% UAS: 89.26% LAS: 85.62% 2022-11-28 18:53:18 INFO 0:00:56.917691s elapsed 2022-11-28 18:53:18 INFO Epoch 258 / 5000: 2022-11-28 18:54:01 INFO dev: - loss: 0.7149 - UCM: 39.42% LCM: 28.85% UAS: 88.12% LAS: 84.63% 2022-11-28 18:54:08 INFO test: - loss: 0.6613 - UCM: 40.81% LCM: 28.98% UAS: 89.25% LAS: 85.62% 2022-11-28 18:54:08 INFO 0:00:49.945349s elapsed 2022-11-28 18:54:08 INFO Epoch 259 / 5000: 2022-11-28 18:55:04 INFO dev: - loss: 0.7101 - UCM: 39.32% LCM: 28.71% UAS: 88.11% LAS: 84.61% 2022-11-28 18:55:11 INFO test: - loss: 0.6564 - UCM: 40.81% LCM: 29.01% UAS: 89.27% LAS: 85.64% 2022-11-28 18:55:11 INFO 0:01:03.832710s elapsed 2022-11-28 18:55:11 INFO Epoch 260 / 5000: 2022-11-28 18:56:08 INFO dev: - loss: 0.7133 - UCM: 39.27% LCM: 28.66% UAS: 88.13% LAS: 84.61% 2022-11-28 18:56:15 INFO test: - loss: 0.6599 - UCM: 40.69% LCM: 28.89% UAS: 89.26% LAS: 85.61% 2022-11-28 18:56:15 INFO 0:01:03.298617s elapsed 2022-11-28 18:56:15 INFO Epoch 261 / 5000: 2022-11-28 18:57:10 INFO dev: - loss: 0.7195 - UCM: 39.40% LCM: 28.75% UAS: 88.14% LAS: 84.63% 2022-11-28 18:57:17 INFO test: - loss: 0.6653 - UCM: 40.56% LCM: 28.78% UAS: 89.26% LAS: 85.62% 2022-11-28 18:57:17 INFO 0:01:02.429418s elapsed 2022-11-28 18:57:17 INFO Epoch 262 / 5000: 2022-11-28 18:58:14 INFO dev: - loss: 0.7175 - UCM: 39.30% LCM: 28.94% UAS: 88.15% LAS: 84.65% 2022-11-28 18:58:21 INFO test: - loss: 0.6643 - UCM: 40.87% LCM: 28.98% UAS: 89.25% LAS: 85.62% 2022-11-28 18:58:21 INFO 0:01:03.595080s elapsed 2022-11-28 18:58:21 INFO Epoch 263 / 5000: 2022-11-28 18:59:16 INFO dev: - loss: 0.7176 - UCM: 39.06% LCM: 28.43% UAS: 88.15% LAS: 84.63% 2022-11-28 18:59:23 INFO test: - loss: 0.6638 - UCM: 40.96% LCM: 28.94% UAS: 89.27% LAS: 85.63% 2022-11-28 18:59:23 INFO 0:01:02.515870s elapsed 2022-11-28 18:59:23 INFO Epoch 264 / 5000: 2022-11-28 19:00:20 INFO dev: - loss: 0.7205 - UCM: 39.06% LCM: 28.47% UAS: 88.17% LAS: 84.66% 2022-11-28 19:00:27 INFO test: - loss: 0.6665 - UCM: 40.92% LCM: 28.98% UAS: 89.29% LAS: 85.64% 2022-11-28 19:00:27 INFO 0:01:03.338435s elapsed 2022-11-28 19:00:27 INFO Epoch 265 / 5000: 2022-11-28 19:01:24 INFO dev: - loss: 0.7154 - UCM: 39.17% LCM: 28.60% UAS: 88.19% LAS: 84.69% 2022-11-28 19:01:30 INFO test: - loss: 0.6613 - UCM: 40.96% LCM: 29.00% UAS: 89.30% LAS: 85.65% 2022-11-28 19:01:32 INFO 0:01:03.896405s elapsed (saved) 2022-11-28 19:01:32 INFO Epoch 266 / 5000: 2022-11-28 19:02:28 INFO dev: - loss: 0.7204 - UCM: 39.27% LCM: 28.67% UAS: 88.18% LAS: 84.66% 2022-11-28 19:02:35 INFO test: - loss: 0.6664 - UCM: 40.99% LCM: 29.00% UAS: 89.26% LAS: 85.61% 2022-11-28 19:02:35 INFO 0:01:02.884698s elapsed 2022-11-28 19:02:35 INFO Epoch 267 / 5000: 2022-11-28 19:03:31 INFO dev: - loss: 0.7124 - UCM: 39.38% LCM: 28.75% UAS: 88.17% LAS: 84.66% 2022-11-28 19:03:38 INFO test: - loss: 0.6581 - UCM: 40.90% LCM: 28.94% UAS: 89.26% LAS: 85.63% 2022-11-28 19:03:38 INFO 0:01:03.633164s elapsed 2022-11-28 19:03:38 INFO Epoch 268 / 5000: 2022-11-28 19:04:34 INFO dev: - loss: 0.7211 - UCM: 39.32% LCM: 28.75% UAS: 88.16% LAS: 84.66% 2022-11-28 19:04:41 INFO test: - loss: 0.6669 - UCM: 41.01% LCM: 29.03% UAS: 89.28% LAS: 85.64% 2022-11-28 19:04:41 INFO 0:01:02.435551s elapsed 2022-11-28 19:04:41 INFO Epoch 269 / 5000: 2022-11-28 19:05:38 INFO dev: - loss: 0.7213 - UCM: 39.44% LCM: 28.90% UAS: 88.16% LAS: 84.66% 2022-11-28 19:05:45 INFO test: - loss: 0.6666 - UCM: 41.03% LCM: 29.10% UAS: 89.29% LAS: 85.66% 2022-11-28 19:05:45 INFO 0:01:03.758628s elapsed 2022-11-28 19:05:45 INFO Epoch 270 / 5000: 2022-11-28 19:06:42 INFO dev: - loss: 0.7192 - UCM: 39.17% LCM: 28.48% UAS: 88.13% LAS: 84.63% 2022-11-28 19:06:48 INFO test: - loss: 0.6642 - UCM: 40.99% LCM: 28.85% UAS: 89.26% LAS: 85.64% 2022-11-28 19:06:48 INFO 0:01:03.744633s elapsed 2022-11-28 19:06:48 INFO Epoch 271 / 5000: 2022-11-28 19:07:35 INFO dev: - loss: 0.7183 - UCM: 39.19% LCM: 28.56% UAS: 88.14% LAS: 84.66% 2022-11-28 19:07:40 INFO test: - loss: 0.6629 - UCM: 41.03% LCM: 29.10% UAS: 89.28% LAS: 85.66% 2022-11-28 19:07:40 INFO 0:00:51.732872s elapsed 2022-11-28 19:07:40 INFO Epoch 272 / 5000: 2022-11-28 19:08:18 INFO dev: - loss: 0.7247 - UCM: 39.08% LCM: 28.47% UAS: 88.15% LAS: 84.64% 2022-11-28 19:08:22 INFO test: - loss: 0.6681 - UCM: 40.97% LCM: 29.00% UAS: 89.25% LAS: 85.63% 2022-11-28 19:08:22 INFO 0:00:41.610072s elapsed 2022-11-28 19:08:22 INFO Epoch 273 / 5000: 2022-11-28 19:08:57 INFO dev: - loss: 0.7195 - UCM: 39.08% LCM: 28.54% UAS: 88.14% LAS: 84.63% 2022-11-28 19:09:01 INFO test: - loss: 0.6646 - UCM: 41.03% LCM: 29.23% UAS: 89.28% LAS: 85.66% 2022-11-28 19:09:01 INFO 0:00:39.229366s elapsed 2022-11-28 19:09:01 INFO Epoch 274 / 5000: 2022-11-28 19:09:36 INFO dev: - loss: 0.7193 - UCM: 39.15% LCM: 28.75% UAS: 88.16% LAS: 84.67% 2022-11-28 19:09:40 INFO test: - loss: 0.6634 - UCM: 41.08% LCM: 29.16% UAS: 89.29% LAS: 85.66% 2022-11-28 19:09:40 INFO 0:00:39.224911s elapsed 2022-11-28 19:09:40 INFO Epoch 275 / 5000: 2022-11-28 19:10:15 INFO dev: - loss: 0.7220 - UCM: 39.21% LCM: 28.67% UAS: 88.19% LAS: 84.69% 2022-11-28 19:10:19 INFO test: - loss: 0.6670 - UCM: 40.90% LCM: 29.00% UAS: 89.28% LAS: 85.67% 2022-11-28 19:10:19 INFO 0:00:39.067465s elapsed 2022-11-28 19:10:19 INFO Epoch 276 / 5000: 2022-11-28 19:10:54 INFO dev: - loss: 0.7177 - UCM: 39.13% LCM: 28.60% UAS: 88.16% LAS: 84.66% 2022-11-28 19:10:59 INFO test: - loss: 0.6628 - UCM: 40.97% LCM: 29.01% UAS: 89.27% LAS: 85.64% 2022-11-28 19:10:59 INFO 0:00:39.265146s elapsed 2022-11-28 19:10:59 INFO Epoch 277 / 5000: 2022-11-28 19:11:34 INFO dev: - loss: 0.7193 - UCM: 39.21% LCM: 28.47% UAS: 88.14% LAS: 84.64% 2022-11-28 19:11:38 INFO test: - loss: 0.6634 - UCM: 40.96% LCM: 28.96% UAS: 89.27% LAS: 85.65% 2022-11-28 19:11:38 INFO 0:00:39.180870s elapsed 2022-11-28 19:11:38 INFO Epoch 278 / 5000: 2022-11-28 19:12:13 INFO dev: - loss: 0.7254 - UCM: 39.27% LCM: 28.52% UAS: 88.16% LAS: 84.65% 2022-11-28 19:12:17 INFO test: - loss: 0.6691 - UCM: 40.81% LCM: 29.03% UAS: 89.26% LAS: 85.65% 2022-11-28 19:12:17 INFO 0:00:39.129456s elapsed 2022-11-28 19:12:17 INFO Epoch 279 / 5000: 2022-11-28 19:12:52 INFO dev: - loss: 0.7246 - UCM: 39.17% LCM: 28.64% UAS: 88.15% LAS: 84.66% 2022-11-28 19:12:56 INFO test: - loss: 0.6686 - UCM: 40.74% LCM: 28.91% UAS: 89.25% LAS: 85.64% 2022-11-28 19:12:56 INFO 0:00:39.018101s elapsed 2022-11-28 19:12:56 INFO Epoch 280 / 5000: 2022-11-28 19:13:31 INFO dev: - loss: 0.7192 - UCM: 39.23% LCM: 28.52% UAS: 88.14% LAS: 84.65% 2022-11-28 19:13:35 INFO test: - loss: 0.6637 - UCM: 40.96% LCM: 29.01% UAS: 89.29% LAS: 85.67% 2022-11-28 19:13:35 INFO 0:00:39.227696s elapsed 2022-11-28 19:13:35 INFO Epoch 281 / 5000: 2022-11-28 19:14:13 INFO dev: - loss: 0.7217 - UCM: 39.09% LCM: 28.45% UAS: 88.12% LAS: 84.63% 2022-11-28 19:14:17 INFO test: - loss: 0.6672 - UCM: 40.87% LCM: 29.01% UAS: 89.28% LAS: 85.64% 2022-11-28 19:14:17 INFO 0:00:42.304774s elapsed 2022-11-28 19:14:17 INFO Epoch 282 / 5000: 2022-11-28 19:14:53 INFO dev: - loss: 0.7211 - UCM: 39.11% LCM: 28.56% UAS: 88.14% LAS: 84.64% 2022-11-28 19:14:57 INFO test: - loss: 0.6668 - UCM: 40.94% LCM: 28.98% UAS: 89.29% LAS: 85.66% 2022-11-28 19:14:57 INFO 0:00:39.862015s elapsed 2022-11-28 19:14:57 INFO Epoch 283 / 5000: 2022-11-28 19:15:32 INFO dev: - loss: 0.7240 - UCM: 39.13% LCM: 28.41% UAS: 88.15% LAS: 84.65% 2022-11-28 19:15:37 INFO test: - loss: 0.6683 - UCM: 40.88% LCM: 28.87% UAS: 89.28% LAS: 85.65% 2022-11-28 19:15:37 INFO 0:00:39.415494s elapsed 2022-11-28 19:15:37 INFO Epoch 284 / 5000: 2022-11-28 19:16:12 INFO dev: - loss: 0.7212 - UCM: 39.32% LCM: 28.58% UAS: 88.16% LAS: 84.67% 2022-11-28 19:16:16 INFO test: - loss: 0.6677 - UCM: 41.08% LCM: 29.12% UAS: 89.27% LAS: 85.66% 2022-11-28 19:16:16 INFO 0:00:39.493595s elapsed 2022-11-28 19:16:16 INFO Epoch 285 / 5000: 2022-11-28 19:16:51 INFO dev: - loss: 0.7214 - UCM: 39.32% LCM: 28.62% UAS: 88.15% LAS: 84.66% 2022-11-28 19:16:56 INFO test: - loss: 0.6673 - UCM: 41.14% LCM: 29.18% UAS: 89.28% LAS: 85.66% 2022-11-28 19:16:56 INFO 0:00:39.540356s elapsed 2022-11-28 19:16:56 INFO Epoch 286 / 5000: 2022-11-28 19:17:31 INFO dev: - loss: 0.7180 - UCM: 39.15% LCM: 28.43% UAS: 88.16% LAS: 84.66% 2022-11-28 19:17:35 INFO test: - loss: 0.6632 - UCM: 41.10% LCM: 29.14% UAS: 89.27% LAS: 85.65% 2022-11-28 19:17:35 INFO 0:00:39.303218s elapsed 2022-11-28 19:17:35 INFO Epoch 287 / 5000: 2022-11-28 19:18:10 INFO dev: - loss: 0.7174 - UCM: 39.36% LCM: 28.58% UAS: 88.15% LAS: 84.64% 2022-11-28 19:18:15 INFO test: - loss: 0.6636 - UCM: 40.96% LCM: 29.00% UAS: 89.30% LAS: 85.67% 2022-11-28 19:18:15 INFO 0:00:39.529750s elapsed 2022-11-28 19:18:15 INFO Epoch 288 / 5000: 2022-11-28 19:18:50 INFO dev: - loss: 0.7232 - UCM: 39.21% LCM: 28.45% UAS: 88.14% LAS: 84.64% 2022-11-28 19:18:54 INFO test: - loss: 0.6691 - UCM: 41.07% LCM: 29.01% UAS: 89.30% LAS: 85.67% 2022-11-28 19:18:54 INFO 0:00:39.370456s elapsed 2022-11-28 19:18:54 INFO Epoch 289 / 5000: 2022-11-28 19:19:29 INFO dev: - loss: 0.7191 - UCM: 39.30% LCM: 28.66% UAS: 88.15% LAS: 84.66% 2022-11-28 19:19:33 INFO test: - loss: 0.6659 - UCM: 41.07% LCM: 29.10% UAS: 89.28% LAS: 85.66% 2022-11-28 19:19:33 INFO 0:00:39.564799s elapsed 2022-11-28 19:19:33 INFO Epoch 290 / 5000: 2022-11-28 19:20:09 INFO dev: - loss: 0.7185 - UCM: 39.23% LCM: 28.52% UAS: 88.15% LAS: 84.67% 2022-11-28 19:20:13 INFO test: - loss: 0.6648 - UCM: 41.01% LCM: 29.07% UAS: 89.27% LAS: 85.64% 2022-11-28 19:20:13 INFO 0:00:39.424730s elapsed 2022-11-28 19:20:13 INFO Epoch 291 / 5000: 2022-11-28 19:20:48 INFO dev: - loss: 0.7238 - UCM: 39.11% LCM: 28.47% UAS: 88.15% LAS: 84.65% 2022-11-28 19:20:52 INFO test: - loss: 0.6687 - UCM: 40.99% LCM: 29.05% UAS: 89.27% LAS: 85.65% 2022-11-28 19:20:52 INFO 0:00:39.508286s elapsed 2022-11-28 19:20:52 INFO Epoch 292 / 5000: 2022-11-28 19:21:28 INFO dev: - loss: 0.7224 - UCM: 39.02% LCM: 28.33% UAS: 88.15% LAS: 84.65% 2022-11-28 19:21:32 INFO test: - loss: 0.6673 - UCM: 41.10% LCM: 29.20% UAS: 89.26% LAS: 85.65% 2022-11-28 19:21:32 INFO 0:00:39.335865s elapsed 2022-11-28 19:21:32 INFO Epoch 293 / 5000: 2022-11-28 19:22:07 INFO dev: - loss: 0.7263 - UCM: 39.48% LCM: 28.67% UAS: 88.17% LAS: 84.67% 2022-11-28 19:22:11 INFO test: - loss: 0.6709 - UCM: 40.88% LCM: 28.98% UAS: 89.26% LAS: 85.64% 2022-11-28 19:22:11 INFO 0:00:39.536512s elapsed 2022-11-28 19:22:11 INFO Epoch 294 / 5000: 2022-11-28 19:22:46 INFO dev: - loss: 0.7229 - UCM: 39.25% LCM: 28.64% UAS: 88.15% LAS: 84.65% 2022-11-28 19:22:51 INFO test: - loss: 0.6680 - UCM: 40.96% LCM: 29.09% UAS: 89.26% LAS: 85.63% 2022-11-28 19:22:51 INFO 0:00:39.408536s elapsed 2022-11-28 19:22:51 INFO Epoch 295 / 5000: 2022-11-28 19:23:26 INFO dev: - loss: 0.7263 - UCM: 39.19% LCM: 28.67% UAS: 88.14% LAS: 84.65% 2022-11-28 19:23:30 INFO test: - loss: 0.6709 - UCM: 41.26% LCM: 29.10% UAS: 89.28% LAS: 85.65% 2022-11-28 19:23:30 INFO 0:00:39.569381s elapsed 2022-11-28 19:23:30 INFO Epoch 296 / 5000: 2022-11-28 19:24:05 INFO dev: - loss: 0.7240 - UCM: 39.25% LCM: 28.71% UAS: 88.15% LAS: 84.64% 2022-11-28 19:24:10 INFO test: - loss: 0.6691 - UCM: 40.99% LCM: 29.12% UAS: 89.25% LAS: 85.64% 2022-11-28 19:24:10 INFO 0:00:39.281830s elapsed 2022-11-28 19:24:10 INFO Epoch 297 / 5000: 2022-11-28 19:24:45 INFO dev: - loss: 0.7197 - UCM: 39.06% LCM: 28.54% UAS: 88.16% LAS: 84.66% 2022-11-28 19:24:49 INFO test: - loss: 0.6649 - UCM: 40.92% LCM: 29.05% UAS: 89.26% LAS: 85.63% 2022-11-28 19:24:49 INFO 0:00:39.433193s elapsed 2022-11-28 19:24:49 INFO Epoch 298 / 5000: 2022-11-28 19:25:24 INFO dev: - loss: 0.7214 - UCM: 39.19% LCM: 28.50% UAS: 88.15% LAS: 84.64% 2022-11-28 19:25:28 INFO test: - loss: 0.6652 - UCM: 40.97% LCM: 28.96% UAS: 89.28% LAS: 85.64% 2022-11-28 19:25:28 INFO 0:00:39.415490s elapsed 2022-11-28 19:25:28 INFO Epoch 299 / 5000: 2022-11-28 19:26:04 INFO dev: - loss: 0.7330 - UCM: 39.55% LCM: 28.81% UAS: 88.19% LAS: 84.69% 2022-11-28 19:26:08 INFO test: - loss: 0.6758 - UCM: 41.28% LCM: 29.21% UAS: 89.30% LAS: 85.68% 2022-11-28 19:26:08 INFO 0:00:39.405045s elapsed 2022-11-28 19:26:08 INFO Epoch 300 / 5000: 2022-11-28 19:26:43 INFO dev: - loss: 0.7234 - UCM: 39.36% LCM: 28.64% UAS: 88.18% LAS: 84.69% 2022-11-28 19:26:47 INFO test: - loss: 0.6678 - UCM: 41.07% LCM: 29.05% UAS: 89.28% LAS: 85.67% 2022-11-28 19:26:47 INFO 0:00:39.273782s elapsed 2022-11-28 19:26:47 INFO Epoch 301 / 5000: 2022-11-28 19:27:22 INFO dev: - loss: 0.7253 - UCM: 39.34% LCM: 28.60% UAS: 88.19% LAS: 84.69% 2022-11-28 19:27:26 INFO test: - loss: 0.6696 - UCM: 41.10% LCM: 29.10% UAS: 89.27% LAS: 85.64% 2022-11-28 19:27:26 INFO 0:00:39.361851s elapsed 2022-11-28 19:27:26 INFO Epoch 302 / 5000: 2022-11-28 19:28:01 INFO dev: - loss: 0.7216 - UCM: 39.13% LCM: 28.43% UAS: 88.19% LAS: 84.70% 2022-11-28 19:28:06 INFO test: - loss: 0.6660 - UCM: 40.96% LCM: 29.01% UAS: 89.26% LAS: 85.64% 2022-11-28 19:28:07 INFO 0:00:39.202944s elapsed (saved) 2022-11-28 19:28:07 INFO Epoch 303 / 5000: 2022-11-28 19:28:42 INFO dev: - loss: 0.7257 - UCM: 39.21% LCM: 28.54% UAS: 88.21% LAS: 84.71% 2022-11-28 19:28:46 INFO test: - loss: 0.6705 - UCM: 41.08% LCM: 29.05% UAS: 89.27% LAS: 85.65% 2022-11-28 19:28:47 INFO 0:00:38.747365s elapsed (saved) 2022-11-28 19:28:47 INFO Epoch 304 / 5000: 2022-11-28 19:29:22 INFO dev: - loss: 0.7307 - UCM: 39.23% LCM: 28.64% UAS: 88.20% LAS: 84.69% 2022-11-28 19:29:26 INFO test: - loss: 0.6741 - UCM: 41.17% LCM: 29.09% UAS: 89.27% LAS: 85.65% 2022-11-28 19:29:26 INFO 0:00:38.820739s elapsed 2022-11-28 19:29:26 INFO Epoch 305 / 5000: 2022-11-28 19:30:01 INFO dev: - loss: 0.7239 - UCM: 38.96% LCM: 28.45% UAS: 88.17% LAS: 84.68% 2022-11-28 19:30:05 INFO test: - loss: 0.6678 - UCM: 41.07% LCM: 28.98% UAS: 89.27% LAS: 85.65% 2022-11-28 19:30:05 INFO 0:00:38.820016s elapsed 2022-11-28 19:30:05 INFO Epoch 306 / 5000: 2022-11-28 19:30:40 INFO dev: - loss: 0.7309 - UCM: 39.13% LCM: 28.58% UAS: 88.21% LAS: 84.70% 2022-11-28 19:30:44 INFO test: - loss: 0.6736 - UCM: 41.14% LCM: 29.09% UAS: 89.26% LAS: 85.64% 2022-11-28 19:30:44 INFO 0:00:39.024429s elapsed 2022-11-28 19:30:44 INFO Epoch 307 / 5000: 2022-11-28 19:31:19 INFO dev: - loss: 0.7263 - UCM: 39.32% LCM: 28.75% UAS: 88.20% LAS: 84.70% 2022-11-28 19:31:23 INFO test: - loss: 0.6697 - UCM: 40.94% LCM: 28.94% UAS: 89.25% LAS: 85.63% 2022-11-28 19:31:23 INFO 0:00:38.878615s elapsed 2022-11-28 19:31:23 INFO Epoch 308 / 5000: 2022-11-28 19:31:58 INFO dev: - loss: 0.7257 - UCM: 39.34% LCM: 28.71% UAS: 88.21% LAS: 84.72% 2022-11-28 19:32:02 INFO test: - loss: 0.6696 - UCM: 41.07% LCM: 28.96% UAS: 89.26% LAS: 85.64% 2022-11-28 19:32:03 INFO 0:00:39.068903s elapsed (saved) 2022-11-28 19:32:03 INFO Epoch 309 / 5000: 2022-11-28 19:32:38 INFO dev: - loss: 0.7249 - UCM: 39.44% LCM: 28.79% UAS: 88.21% LAS: 84.71% 2022-11-28 19:32:42 INFO test: - loss: 0.6690 - UCM: 41.14% LCM: 29.01% UAS: 89.29% LAS: 85.65% 2022-11-28 19:32:42 INFO 0:00:38.825807s elapsed 2022-11-28 19:32:42 INFO Epoch 310 / 5000: 2022-11-28 19:33:17 INFO dev: - loss: 0.7233 - UCM: 39.36% LCM: 28.58% UAS: 88.21% LAS: 84.70% 2022-11-28 19:33:21 INFO test: - loss: 0.6680 - UCM: 41.01% LCM: 28.87% UAS: 89.24% LAS: 85.62% 2022-11-28 19:33:21 INFO 0:00:38.968423s elapsed 2022-11-28 19:33:21 INFO Epoch 311 / 5000: 2022-11-28 19:33:56 INFO dev: - loss: 0.7253 - UCM: 39.53% LCM: 28.75% UAS: 88.21% LAS: 84.70% 2022-11-28 19:34:00 INFO test: - loss: 0.6689 - UCM: 40.92% LCM: 29.03% UAS: 89.25% LAS: 85.63% 2022-11-28 19:34:00 INFO 0:00:38.892710s elapsed 2022-11-28 19:34:00 INFO Epoch 312 / 5000: 2022-11-28 19:34:35 INFO dev: - loss: 0.7298 - UCM: 39.27% LCM: 28.62% UAS: 88.21% LAS: 84.72% 2022-11-28 19:34:39 INFO test: - loss: 0.6732 - UCM: 41.01% LCM: 29.07% UAS: 89.26% LAS: 85.64% 2022-11-28 19:34:39 INFO 0:00:39.170662s elapsed 2022-11-28 19:34:39 INFO Epoch 313 / 5000: 2022-11-28 19:35:14 INFO dev: - loss: 0.7243 - UCM: 39.27% LCM: 28.71% UAS: 88.19% LAS: 84.69% 2022-11-28 19:35:18 INFO test: - loss: 0.6687 - UCM: 41.10% LCM: 29.12% UAS: 89.28% LAS: 85.66% 2022-11-28 19:35:18 INFO 0:00:38.756224s elapsed 2022-11-28 19:35:18 INFO Epoch 314 / 5000: 2022-11-28 19:35:53 INFO dev: - loss: 0.7245 - UCM: 39.36% LCM: 28.66% UAS: 88.22% LAS: 84.71% 2022-11-28 19:35:57 INFO test: - loss: 0.6692 - UCM: 40.97% LCM: 28.96% UAS: 89.25% LAS: 85.63% 2022-11-28 19:35:57 INFO 0:00:39.167098s elapsed 2022-11-28 19:35:57 INFO Epoch 315 / 5000: 2022-11-28 19:36:32 INFO dev: - loss: 0.7286 - UCM: 39.48% LCM: 28.83% UAS: 88.23% LAS: 84.72% 2022-11-28 19:36:36 INFO test: - loss: 0.6731 - UCM: 41.01% LCM: 29.16% UAS: 89.28% LAS: 85.66% 2022-11-28 19:36:37 INFO 0:00:38.920483s elapsed (saved) 2022-11-28 19:36:37 INFO Epoch 316 / 5000: 2022-11-28 19:37:12 INFO dev: - loss: 0.7282 - UCM: 39.48% LCM: 28.69% UAS: 88.22% LAS: 84.72% 2022-11-28 19:37:16 INFO test: - loss: 0.6707 - UCM: 41.01% LCM: 29.03% UAS: 89.26% LAS: 85.64% 2022-11-28 19:37:16 INFO 0:00:39.053057s elapsed 2022-11-28 19:37:16 INFO Epoch 317 / 5000: 2022-11-28 19:37:51 INFO dev: - loss: 0.7264 - UCM: 39.38% LCM: 28.66% UAS: 88.23% LAS: 84.74% 2022-11-28 19:37:56 INFO test: - loss: 0.6702 - UCM: 41.10% LCM: 29.12% UAS: 89.27% LAS: 85.66% 2022-11-28 19:37:57 INFO 0:00:39.101151s elapsed (saved) 2022-11-28 19:37:57 INFO Epoch 318 / 5000: 2022-11-28 19:38:32 INFO dev: - loss: 0.7249 - UCM: 39.48% LCM: 28.71% UAS: 88.19% LAS: 84.68% 2022-11-28 19:38:36 INFO test: - loss: 0.6678 - UCM: 41.08% LCM: 29.05% UAS: 89.28% LAS: 85.65% 2022-11-28 19:38:36 INFO 0:00:38.763342s elapsed 2022-11-28 19:38:36 INFO Epoch 319 / 5000: 2022-11-28 19:39:11 INFO dev: - loss: 0.7270 - UCM: 39.44% LCM: 28.66% UAS: 88.20% LAS: 84.68% 2022-11-28 19:39:15 INFO test: - loss: 0.6699 - UCM: 41.10% LCM: 29.12% UAS: 89.27% LAS: 85.65% 2022-11-28 19:39:15 INFO 0:00:39.068766s elapsed 2022-11-28 19:39:15 INFO Epoch 320 / 5000: 2022-11-28 19:39:50 INFO dev: - loss: 0.7315 - UCM: 39.42% LCM: 28.60% UAS: 88.20% LAS: 84.69% 2022-11-28 19:39:54 INFO test: - loss: 0.6728 - UCM: 41.17% LCM: 29.23% UAS: 89.31% LAS: 85.69% 2022-11-28 19:39:54 INFO 0:00:38.990973s elapsed 2022-11-28 19:39:54 INFO Epoch 321 / 5000: 2022-11-28 19:40:29 INFO dev: - loss: 0.7268 - UCM: 39.38% LCM: 28.58% UAS: 88.20% LAS: 84.70% 2022-11-28 19:40:33 INFO test: - loss: 0.6690 - UCM: 41.08% LCM: 29.12% UAS: 89.28% LAS: 85.65% 2022-11-28 19:40:33 INFO 0:00:39.143763s elapsed 2022-11-28 19:40:33 INFO Epoch 322 / 5000: 2022-11-28 19:41:08 INFO dev: - loss: 0.7266 - UCM: 39.44% LCM: 28.58% UAS: 88.20% LAS: 84.70% 2022-11-28 19:41:12 INFO test: - loss: 0.6697 - UCM: 41.07% LCM: 29.20% UAS: 89.30% LAS: 85.67% 2022-11-28 19:41:12 INFO 0:00:39.034672s elapsed 2022-11-28 19:41:12 INFO Epoch 323 / 5000: 2022-11-28 19:41:47 INFO dev: - loss: 0.7291 - UCM: 39.36% LCM: 28.58% UAS: 88.20% LAS: 84.71% 2022-11-28 19:41:51 INFO test: - loss: 0.6706 - UCM: 41.05% LCM: 29.23% UAS: 89.32% LAS: 85.69% 2022-11-28 19:41:51 INFO 0:00:39.093130s elapsed 2022-11-28 19:41:51 INFO Epoch 324 / 5000: 2022-11-28 19:42:26 INFO dev: - loss: 0.7227 - UCM: 39.30% LCM: 28.56% UAS: 88.18% LAS: 84.68% 2022-11-28 19:42:30 INFO test: - loss: 0.6650 - UCM: 41.05% LCM: 29.14% UAS: 89.30% LAS: 85.66% 2022-11-28 19:42:30 INFO 0:00:39.020433s elapsed 2022-11-28 19:42:30 INFO Epoch 325 / 5000: 2022-11-28 19:43:05 INFO dev: - loss: 0.7285 - UCM: 39.44% LCM: 28.64% UAS: 88.19% LAS: 84.68% 2022-11-28 19:43:09 INFO test: - loss: 0.6709 - UCM: 40.88% LCM: 29.07% UAS: 89.29% LAS: 85.67% 2022-11-28 19:43:09 INFO 0:00:39.220310s elapsed 2022-11-28 19:43:09 INFO Epoch 326 / 5000: 2022-11-28 19:43:44 INFO dev: - loss: 0.7295 - UCM: 39.34% LCM: 28.66% UAS: 88.20% LAS: 84.69% 2022-11-28 19:43:48 INFO test: - loss: 0.6713 - UCM: 40.99% LCM: 29.21% UAS: 89.28% LAS: 85.67% 2022-11-28 19:43:48 INFO 0:00:39.041656s elapsed 2022-11-28 19:43:48 INFO Epoch 327 / 5000: 2022-11-28 19:44:23 INFO dev: - loss: 0.7281 - UCM: 39.32% LCM: 28.66% UAS: 88.19% LAS: 84.68% 2022-11-28 19:44:28 INFO test: - loss: 0.6699 - UCM: 41.01% LCM: 29.20% UAS: 89.28% LAS: 85.67% 2022-11-28 19:44:28 INFO 0:00:39.169395s elapsed 2022-11-28 19:44:28 INFO Epoch 328 / 5000: 2022-11-28 19:45:02 INFO dev: - loss: 0.7274 - UCM: 39.23% LCM: 28.56% UAS: 88.17% LAS: 84.67% 2022-11-28 19:45:06 INFO test: - loss: 0.6698 - UCM: 41.08% LCM: 29.18% UAS: 89.26% LAS: 85.64% 2022-11-28 19:45:06 INFO 0:00:38.941913s elapsed 2022-11-28 19:45:06 INFO Epoch 329 / 5000: 2022-11-28 19:45:41 INFO dev: - loss: 0.7302 - UCM: 39.04% LCM: 28.56% UAS: 88.17% LAS: 84.66% 2022-11-28 19:45:46 INFO test: - loss: 0.6719 - UCM: 41.05% LCM: 29.27% UAS: 89.26% LAS: 85.66% 2022-11-28 19:45:46 INFO 0:00:39.156799s elapsed 2022-11-28 19:45:46 INFO Epoch 330 / 5000: 2022-11-28 19:46:20 INFO dev: - loss: 0.7346 - UCM: 39.23% LCM: 28.67% UAS: 88.19% LAS: 84.67% 2022-11-28 19:46:25 INFO test: - loss: 0.6758 - UCM: 41.10% LCM: 29.29% UAS: 89.26% LAS: 85.65% 2022-11-28 19:46:25 INFO 0:00:38.966712s elapsed 2022-11-28 19:46:25 INFO Epoch 331 / 5000: 2022-11-28 19:47:00 INFO dev: - loss: 0.7328 - UCM: 39.30% LCM: 28.69% UAS: 88.18% LAS: 84.68% 2022-11-28 19:47:04 INFO test: - loss: 0.6741 - UCM: 40.94% LCM: 29.25% UAS: 89.26% LAS: 85.65% 2022-11-28 19:47:04 INFO 0:00:39.067857s elapsed 2022-11-28 19:47:04 INFO Epoch 332 / 5000: 2022-11-28 19:47:38 INFO dev: - loss: 0.7310 - UCM: 39.40% LCM: 28.75% UAS: 88.19% LAS: 84.68% 2022-11-28 19:47:43 INFO test: - loss: 0.6723 - UCM: 41.23% LCM: 29.32% UAS: 89.28% LAS: 85.67% 2022-11-28 19:47:43 INFO 0:00:38.865417s elapsed 2022-11-28 19:47:43 INFO Epoch 333 / 5000: 2022-11-28 19:48:18 INFO dev: - loss: 0.7265 - UCM: 39.42% LCM: 28.85% UAS: 88.20% LAS: 84.69% 2022-11-28 19:48:22 INFO test: - loss: 0.6691 - UCM: 41.14% LCM: 29.20% UAS: 89.29% LAS: 85.68% 2022-11-28 19:48:22 INFO 0:00:39.200294s elapsed 2022-11-28 19:48:22 INFO Epoch 334 / 5000: 2022-11-28 19:48:57 INFO dev: - loss: 0.7281 - UCM: 39.30% LCM: 28.64% UAS: 88.19% LAS: 84.68% 2022-11-28 19:49:01 INFO test: - loss: 0.6711 - UCM: 41.14% LCM: 29.14% UAS: 89.29% LAS: 85.68% 2022-11-28 19:49:01 INFO 0:00:39.163625s elapsed 2022-11-28 19:49:01 INFO Epoch 335 / 5000: 2022-11-28 19:49:36 INFO dev: - loss: 0.7320 - UCM: 39.42% LCM: 28.81% UAS: 88.20% LAS: 84.71% 2022-11-28 19:49:40 INFO test: - loss: 0.6748 - UCM: 41.25% LCM: 29.29% UAS: 89.29% LAS: 85.69% 2022-11-28 19:49:40 INFO 0:00:38.869869s elapsed 2022-11-28 19:49:40 INFO Epoch 336 / 5000: 2022-11-28 19:50:15 INFO dev: - loss: 0.7317 - UCM: 39.29% LCM: 28.67% UAS: 88.18% LAS: 84.67% 2022-11-28 19:50:19 INFO test: - loss: 0.6742 - UCM: 41.05% LCM: 29.12% UAS: 89.29% LAS: 85.68% 2022-11-28 19:50:19 INFO 0:00:39.104740s elapsed 2022-11-28 19:50:19 INFO Epoch 337 / 5000: 2022-11-28 19:50:54 INFO dev: - loss: 0.7279 - UCM: 39.32% LCM: 28.69% UAS: 88.17% LAS: 84.67% 2022-11-28 19:50:58 INFO test: - loss: 0.6704 - UCM: 41.19% LCM: 29.20% UAS: 89.28% LAS: 85.67% 2022-11-28 19:50:58 INFO 0:00:38.943136s elapsed 2022-11-28 19:50:58 INFO Epoch 338 / 5000: 2022-11-28 19:51:33 INFO dev: - loss: 0.7305 - UCM: 39.51% LCM: 28.81% UAS: 88.22% LAS: 84.71% 2022-11-28 19:51:37 INFO test: - loss: 0.6728 - UCM: 41.21% LCM: 29.25% UAS: 89.28% LAS: 85.67% 2022-11-28 19:51:37 INFO 0:00:38.922849s elapsed 2022-11-28 19:51:37 INFO Epoch 339 / 5000: 2022-11-28 19:52:12 INFO dev: - loss: 0.7319 - UCM: 39.38% LCM: 28.73% UAS: 88.19% LAS: 84.68% 2022-11-28 19:52:16 INFO test: - loss: 0.6750 - UCM: 41.17% LCM: 29.20% UAS: 89.29% LAS: 85.68% 2022-11-28 19:52:16 INFO 0:00:39.093022s elapsed 2022-11-28 19:52:16 INFO Epoch 340 / 5000: 2022-11-28 19:52:51 INFO dev: - loss: 0.7334 - UCM: 39.40% LCM: 28.66% UAS: 88.19% LAS: 84.69% 2022-11-28 19:52:55 INFO test: - loss: 0.6763 - UCM: 41.12% LCM: 29.21% UAS: 89.29% LAS: 85.68% 2022-11-28 19:52:55 INFO 0:00:39.008876s elapsed 2022-11-28 19:52:55 INFO Epoch 341 / 5000: 2022-11-28 19:53:30 INFO dev: - loss: 0.7277 - UCM: 39.34% LCM: 28.66% UAS: 88.19% LAS: 84.69% 2022-11-28 19:53:34 INFO test: - loss: 0.6711 - UCM: 41.07% LCM: 29.16% UAS: 89.28% LAS: 85.68% 2022-11-28 19:53:34 INFO 0:00:39.067515s elapsed 2022-11-28 19:53:34 INFO Epoch 342 / 5000: 2022-11-28 19:54:09 INFO dev: - loss: 0.7308 - UCM: 39.23% LCM: 28.62% UAS: 88.18% LAS: 84.67% 2022-11-28 19:54:13 INFO test: - loss: 0.6735 - UCM: 40.92% LCM: 29.12% UAS: 89.28% LAS: 85.68% 2022-11-28 19:54:13 INFO 0:00:39.154826s elapsed 2022-11-28 19:54:13 INFO Epoch 343 / 5000: 2022-11-28 19:54:48 INFO dev: - loss: 0.7326 - UCM: 39.30% LCM: 28.69% UAS: 88.19% LAS: 84.69% 2022-11-28 19:54:52 INFO test: - loss: 0.6753 - UCM: 41.03% LCM: 29.20% UAS: 89.29% LAS: 85.69% 2022-11-28 19:54:52 INFO 0:00:38.992131s elapsed 2022-11-28 19:54:52 INFO Epoch 344 / 5000: 2022-11-28 19:55:27 INFO dev: - loss: 0.7332 - UCM: 39.49% LCM: 28.79% UAS: 88.18% LAS: 84.69% 2022-11-28 19:55:31 INFO test: - loss: 0.6760 - UCM: 41.03% LCM: 29.03% UAS: 89.28% LAS: 85.67% 2022-11-28 19:55:31 INFO 0:00:39.044702s elapsed 2022-11-28 19:55:31 INFO Epoch 345 / 5000: 2022-11-28 19:56:06 INFO dev: - loss: 0.7345 - UCM: 39.53% LCM: 28.81% UAS: 88.20% LAS: 84.70% 2022-11-28 19:56:10 INFO test: - loss: 0.6767 - UCM: 41.08% LCM: 29.01% UAS: 89.27% LAS: 85.66% 2022-11-28 19:56:10 INFO 0:00:38.931152s elapsed 2022-11-28 19:56:10 INFO Epoch 346 / 5000: 2022-11-28 19:56:45 INFO dev: - loss: 0.7336 - UCM: 39.53% LCM: 28.88% UAS: 88.19% LAS: 84.69% 2022-11-28 19:56:49 INFO test: - loss: 0.6761 - UCM: 41.23% LCM: 29.21% UAS: 89.30% LAS: 85.68% 2022-11-28 19:56:49 INFO 0:00:39.129149s elapsed 2022-11-28 19:56:49 INFO Epoch 347 / 5000: 2022-11-28 19:57:24 INFO dev: - loss: 0.7317 - UCM: 39.40% LCM: 28.83% UAS: 88.20% LAS: 84.70% 2022-11-28 19:57:28 INFO test: - loss: 0.6745 - UCM: 41.30% LCM: 29.21% UAS: 89.30% LAS: 85.69% 2022-11-28 19:57:28 INFO 0:00:38.960954s elapsed 2022-11-28 19:57:28 INFO Epoch 348 / 5000: 2022-11-28 19:58:03 INFO dev: - loss: 0.7329 - UCM: 39.49% LCM: 28.86% UAS: 88.19% LAS: 84.68% 2022-11-28 19:58:07 INFO test: - loss: 0.6755 - UCM: 41.26% LCM: 29.23% UAS: 89.29% LAS: 85.68% 2022-11-28 19:58:07 INFO 0:00:39.200535s elapsed 2022-11-28 19:58:07 INFO Epoch 349 / 5000: 2022-11-28 19:58:42 INFO dev: - loss: 0.7273 - UCM: 39.49% LCM: 28.86% UAS: 88.18% LAS: 84.67% 2022-11-28 19:58:46 INFO test: - loss: 0.6704 - UCM: 41.16% LCM: 29.14% UAS: 89.29% LAS: 85.68% 2022-11-28 19:58:46 INFO 0:00:39.147505s elapsed 2022-11-28 19:58:46 INFO Epoch 350 / 5000: 2022-11-28 19:59:21 INFO dev: - loss: 0.7300 - UCM: 39.40% LCM: 28.77% UAS: 88.18% LAS: 84.69% 2022-11-28 19:59:25 INFO test: - loss: 0.6725 - UCM: 41.26% LCM: 29.12% UAS: 89.30% LAS: 85.69% 2022-11-28 19:59:25 INFO 0:00:38.924846s elapsed 2022-11-28 19:59:25 INFO Epoch 351 / 5000: 2022-11-28 20:00:00 INFO dev: - loss: 0.7335 - UCM: 39.29% LCM: 28.66% UAS: 88.18% LAS: 84.68% 2022-11-28 20:00:04 INFO test: - loss: 0.6755 - UCM: 41.16% LCM: 29.14% UAS: 89.29% LAS: 85.67% 2022-11-28 20:00:04 INFO 0:00:39.082895s elapsed 2022-11-28 20:00:04 INFO Epoch 352 / 5000: 2022-11-28 20:00:39 INFO dev: - loss: 0.7273 - UCM: 39.23% LCM: 28.66% UAS: 88.19% LAS: 84.69% 2022-11-28 20:00:43 INFO test: - loss: 0.6698 - UCM: 41.19% LCM: 29.09% UAS: 89.28% LAS: 85.67% 2022-11-28 20:00:43 INFO 0:00:38.885330s elapsed 2022-11-28 20:00:43 INFO Epoch 353 / 5000: 2022-11-28 20:01:18 INFO dev: - loss: 0.7322 - UCM: 39.40% LCM: 28.83% UAS: 88.18% LAS: 84.69% 2022-11-28 20:01:22 INFO test: - loss: 0.6745 - UCM: 41.10% LCM: 29.07% UAS: 89.29% LAS: 85.68% 2022-11-28 20:01:22 INFO 0:00:39.064016s elapsed 2022-11-28 20:01:22 INFO Epoch 354 / 5000: 2022-11-28 20:01:57 INFO dev: - loss: 0.7312 - UCM: 39.44% LCM: 28.73% UAS: 88.19% LAS: 84.69% 2022-11-28 20:02:01 INFO test: - loss: 0.6735 - UCM: 40.96% LCM: 29.07% UAS: 89.27% LAS: 85.66% 2022-11-28 20:02:01 INFO 0:00:39.004215s elapsed 2022-11-28 20:02:01 INFO Epoch 355 / 5000: 2022-11-28 20:02:36 INFO dev: - loss: 0.7336 - UCM: 39.25% LCM: 28.60% UAS: 88.17% LAS: 84.67% 2022-11-28 20:02:40 INFO test: - loss: 0.6750 - UCM: 40.94% LCM: 29.01% UAS: 89.26% LAS: 85.66% 2022-11-28 20:02:40 INFO 0:00:39.022563s elapsed 2022-11-28 20:02:40 INFO Epoch 356 / 5000: 2022-11-28 20:03:15 INFO dev: - loss: 0.7358 - UCM: 39.30% LCM: 28.58% UAS: 88.18% LAS: 84.68% 2022-11-28 20:03:19 INFO test: - loss: 0.6770 - UCM: 40.97% LCM: 29.03% UAS: 89.25% LAS: 85.64% 2022-11-28 20:03:19 INFO 0:00:39.012444s elapsed 2022-11-28 20:03:19 INFO Epoch 357 / 5000: 2022-11-28 20:03:54 INFO dev: - loss: 0.7351 - UCM: 39.38% LCM: 28.73% UAS: 88.18% LAS: 84.68% 2022-11-28 20:03:59 INFO test: - loss: 0.6759 - UCM: 41.01% LCM: 29.10% UAS: 89.26% LAS: 85.64% 2022-11-28 20:03:59 INFO 0:00:39.123143s elapsed 2022-11-28 20:03:59 INFO Epoch 358 / 5000: 2022-11-28 20:04:33 INFO dev: - loss: 0.7304 - UCM: 39.34% LCM: 28.71% UAS: 88.19% LAS: 84.69% 2022-11-28 20:04:37 INFO test: - loss: 0.6717 - UCM: 41.03% LCM: 29.14% UAS: 89.27% LAS: 85.67% 2022-11-28 20:04:37 INFO 0:00:38.804472s elapsed 2022-11-28 20:04:37 INFO Epoch 359 / 5000: 2022-11-28 20:05:12 INFO dev: - loss: 0.7322 - UCM: 39.27% LCM: 28.67% UAS: 88.17% LAS: 84.68% 2022-11-28 20:05:17 INFO test: - loss: 0.6735 - UCM: 41.05% LCM: 29.14% UAS: 89.28% LAS: 85.67% 2022-11-28 20:05:17 INFO 0:00:39.121507s elapsed 2022-11-28 20:05:17 INFO Epoch 360 / 5000: 2022-11-28 20:05:51 INFO dev: - loss: 0.7335 - UCM: 39.42% LCM: 28.66% UAS: 88.19% LAS: 84.69% 2022-11-28 20:05:55 INFO test: - loss: 0.6748 - UCM: 41.10% LCM: 29.18% UAS: 89.27% LAS: 85.66% 2022-11-28 20:05:55 INFO 0:00:38.936934s elapsed 2022-11-28 20:05:55 INFO Epoch 361 / 5000: 2022-11-28 20:06:31 INFO dev: - loss: 0.7339 - UCM: 39.36% LCM: 28.67% UAS: 88.18% LAS: 84.68% 2022-11-28 20:06:35 INFO test: - loss: 0.6754 - UCM: 41.05% LCM: 29.10% UAS: 89.27% LAS: 85.65% 2022-11-28 20:06:35 INFO 0:00:39.243945s elapsed 2022-11-28 20:06:35 INFO Epoch 362 / 5000: 2022-11-28 20:07:10 INFO dev: - loss: 0.7338 - UCM: 39.48% LCM: 28.85% UAS: 88.18% LAS: 84.68% 2022-11-28 20:07:14 INFO test: - loss: 0.6756 - UCM: 41.12% LCM: 29.20% UAS: 89.29% LAS: 85.67% 2022-11-28 20:07:14 INFO 0:00:39.026479s elapsed 2022-11-28 20:07:14 INFO Epoch 363 / 5000: 2022-11-28 20:07:49 INFO dev: - loss: 0.7327 - UCM: 39.44% LCM: 28.69% UAS: 88.17% LAS: 84.67% 2022-11-28 20:07:53 INFO test: - loss: 0.6739 - UCM: 41.08% LCM: 29.18% UAS: 89.28% LAS: 85.66% 2022-11-28 20:07:53 INFO 0:00:39.131352s elapsed 2022-11-28 20:07:53 INFO Epoch 364 / 5000: 2022-11-28 20:08:28 INFO dev: - loss: 0.7345 - UCM: 39.21% LCM: 28.62% UAS: 88.18% LAS: 84.68% 2022-11-28 20:08:32 INFO test: - loss: 0.6751 - UCM: 41.05% LCM: 29.09% UAS: 89.26% LAS: 85.65% 2022-11-28 20:08:32 INFO 0:00:39.138694s elapsed 2022-11-28 20:08:32 INFO Epoch 365 / 5000: 2022-11-28 20:09:07 INFO dev: - loss: 0.7321 - UCM: 39.23% LCM: 28.64% UAS: 88.17% LAS: 84.67% 2022-11-28 20:09:11 INFO test: - loss: 0.6737 - UCM: 41.03% LCM: 29.05% UAS: 89.26% LAS: 85.65% 2022-11-28 20:09:11 INFO 0:00:39.033928s elapsed 2022-11-28 20:09:11 INFO Epoch 366 / 5000: 2022-11-28 20:09:46 INFO dev: - loss: 0.7335 - UCM: 39.27% LCM: 28.60% UAS: 88.17% LAS: 84.67% 2022-11-28 20:09:50 INFO test: - loss: 0.6750 - UCM: 41.14% LCM: 29.10% UAS: 89.27% LAS: 85.66% 2022-11-28 20:09:50 INFO 0:00:39.097156s elapsed 2022-11-28 20:09:50 INFO Epoch 367 / 5000: 2022-11-28 20:10:25 INFO dev: - loss: 0.7351 - UCM: 39.25% LCM: 28.64% UAS: 88.16% LAS: 84.65% 2022-11-28 20:10:29 INFO test: - loss: 0.6766 - UCM: 41.05% LCM: 28.98% UAS: 89.28% LAS: 85.66% 2022-11-28 20:10:29 INFO 0:00:39.011542s elapsed 2022-11-28 20:10:29 INFO Epoch 368 / 5000: 2022-11-28 20:11:04 INFO dev: - loss: 0.7363 - UCM: 39.29% LCM: 28.77% UAS: 88.15% LAS: 84.67% 2022-11-28 20:11:08 INFO test: - loss: 0.6780 - UCM: 40.94% LCM: 29.03% UAS: 89.27% LAS: 85.65% 2022-11-28 20:11:08 INFO 0:00:39.134264s elapsed 2022-11-28 20:11:08 INFO Epoch 369 / 5000: 2022-11-28 20:11:43 INFO dev: - loss: 0.7358 - UCM: 39.29% LCM: 28.69% UAS: 88.15% LAS: 84.67% 2022-11-28 20:11:47 INFO test: - loss: 0.6773 - UCM: 40.96% LCM: 29.10% UAS: 89.27% LAS: 85.65% 2022-11-28 20:11:47 INFO 0:00:38.899926s elapsed 2022-11-28 20:11:47 INFO Epoch 370 / 5000: 2022-11-28 20:12:22 INFO dev: - loss: 0.7358 - UCM: 39.27% LCM: 28.69% UAS: 88.16% LAS: 84.67% 2022-11-28 20:12:26 INFO test: - loss: 0.6768 - UCM: 40.96% LCM: 29.07% UAS: 89.27% LAS: 85.66% 2022-11-28 20:12:26 INFO 0:00:38.964140s elapsed 2022-11-28 20:12:26 INFO Epoch 371 / 5000: 2022-11-28 20:13:01 INFO dev: - loss: 0.7359 - UCM: 39.42% LCM: 28.81% UAS: 88.18% LAS: 84.69% 2022-11-28 20:13:05 INFO test: - loss: 0.6768 - UCM: 41.05% LCM: 29.12% UAS: 89.28% LAS: 85.66% 2022-11-28 20:13:05 INFO 0:00:39.179571s elapsed 2022-11-28 20:13:05 INFO Epoch 372 / 5000: 2022-11-28 20:13:40 INFO dev: - loss: 0.7362 - UCM: 39.42% LCM: 28.81% UAS: 88.18% LAS: 84.69% 2022-11-28 20:13:44 INFO test: - loss: 0.6773 - UCM: 41.08% LCM: 29.05% UAS: 89.29% LAS: 85.66% 2022-11-28 20:13:44 INFO 0:00:39.177045s elapsed 2022-11-28 20:13:44 INFO Epoch 373 / 5000: 2022-11-28 20:14:19 INFO dev: - loss: 0.7339 - UCM: 39.44% LCM: 28.73% UAS: 88.18% LAS: 84.69% 2022-11-28 20:14:23 INFO test: - loss: 0.6752 - UCM: 41.10% LCM: 29.07% UAS: 89.30% LAS: 85.67% 2022-11-28 20:14:23 INFO 0:00:38.999104s elapsed 2022-11-28 20:14:23 INFO Epoch 374 / 5000: 2022-11-28 20:14:58 INFO dev: - loss: 0.7381 - UCM: 39.51% LCM: 28.83% UAS: 88.17% LAS: 84.68% 2022-11-28 20:15:03 INFO test: - loss: 0.6787 - UCM: 41.16% LCM: 29.12% UAS: 89.29% LAS: 85.67% 2022-11-28 20:15:03 INFO 0:00:39.041942s elapsed 2022-11-28 20:15:03 INFO Epoch 375 / 5000: 2022-11-28 20:15:37 INFO dev: - loss: 0.7390 - UCM: 39.48% LCM: 28.73% UAS: 88.17% LAS: 84.67% 2022-11-28 20:15:41 INFO test: - loss: 0.6794 - UCM: 41.16% LCM: 29.12% UAS: 89.29% LAS: 85.67% 2022-11-28 20:15:41 INFO 0:00:38.961225s elapsed 2022-11-28 20:15:41 INFO Epoch 376 / 5000: 2022-11-28 20:16:16 INFO dev: - loss: 0.7361 - UCM: 39.48% LCM: 28.79% UAS: 88.18% LAS: 84.68% 2022-11-28 20:16:21 INFO test: - loss: 0.6770 - UCM: 41.03% LCM: 29.01% UAS: 89.28% LAS: 85.67% 2022-11-28 20:16:21 INFO 0:00:39.062618s elapsed 2022-11-28 20:16:21 INFO Epoch 377 / 5000: 2022-11-28 20:16:55 INFO dev: - loss: 0.7364 - UCM: 39.42% LCM: 28.64% UAS: 88.17% LAS: 84.67% 2022-11-28 20:17:00 INFO test: - loss: 0.6771 - UCM: 40.99% LCM: 28.78% UAS: 89.28% LAS: 85.67% 2022-11-28 20:17:00 INFO 0:00:38.977248s elapsed 2022-11-28 20:17:00 INFO Epoch 378 / 5000: 2022-11-28 20:17:34 INFO dev: - loss: 0.7370 - UCM: 39.42% LCM: 28.71% UAS: 88.17% LAS: 84.68% 2022-11-28 20:17:39 INFO test: - loss: 0.6779 - UCM: 41.03% LCM: 29.00% UAS: 89.26% LAS: 85.66% 2022-11-28 20:17:39 INFO 0:00:39.123483s elapsed 2022-11-28 20:17:39 INFO Epoch 379 / 5000: 2022-11-28 20:18:14 INFO dev: - loss: 0.7348 - UCM: 39.40% LCM: 28.79% UAS: 88.16% LAS: 84.67% 2022-11-28 20:18:18 INFO test: - loss: 0.6755 - UCM: 41.03% LCM: 28.92% UAS: 89.28% LAS: 85.68% 2022-11-28 20:18:18 INFO 0:00:39.015175s elapsed 2022-11-28 20:18:18 INFO Epoch 380 / 5000: 2022-11-28 20:18:53 INFO dev: - loss: 0.7375 - UCM: 39.42% LCM: 28.73% UAS: 88.18% LAS: 84.68% 2022-11-28 20:18:57 INFO test: - loss: 0.6779 - UCM: 40.97% LCM: 29.01% UAS: 89.27% LAS: 85.67% 2022-11-28 20:18:57 INFO 0:00:39.087956s elapsed 2022-11-28 20:18:57 INFO Epoch 381 / 5000: 2022-11-28 20:19:32 INFO dev: - loss: 0.7380 - UCM: 39.46% LCM: 28.73% UAS: 88.17% LAS: 84.66% 2022-11-28 20:19:36 INFO test: - loss: 0.6783 - UCM: 40.99% LCM: 29.03% UAS: 89.28% LAS: 85.69% 2022-11-28 20:19:36 INFO 0:00:39.036011s elapsed 2022-11-28 20:19:36 INFO Epoch 382 / 5000: 2022-11-28 20:20:11 INFO dev: - loss: 0.7354 - UCM: 39.48% LCM: 28.67% UAS: 88.15% LAS: 84.65% 2022-11-28 20:20:15 INFO test: - loss: 0.6763 - UCM: 41.14% LCM: 29.16% UAS: 89.27% LAS: 85.68% 2022-11-28 20:20:15 INFO 0:00:39.058128s elapsed 2022-11-28 20:20:15 INFO Epoch 383 / 5000: 2022-11-28 20:20:50 INFO dev: - loss: 0.7365 - UCM: 39.34% LCM: 28.60% UAS: 88.14% LAS: 84.65% 2022-11-28 20:20:54 INFO test: - loss: 0.6768 - UCM: 41.03% LCM: 29.10% UAS: 89.28% LAS: 85.68% 2022-11-28 20:20:54 INFO 0:00:38.913927s elapsed 2022-11-28 20:20:54 INFO Epoch 384 / 5000: 2022-11-28 20:21:29 INFO dev: - loss: 0.7379 - UCM: 39.29% LCM: 28.56% UAS: 88.16% LAS: 84.66% 2022-11-28 20:21:33 INFO test: - loss: 0.6779 - UCM: 41.12% LCM: 29.10% UAS: 89.27% LAS: 85.66% 2022-11-28 20:21:33 INFO 0:00:39.028932s elapsed 2022-11-28 20:21:33 INFO Epoch 385 / 5000: 2022-11-28 20:22:08 INFO dev: - loss: 0.7366 - UCM: 39.38% LCM: 28.67% UAS: 88.16% LAS: 84.67% 2022-11-28 20:22:12 INFO test: - loss: 0.6765 - UCM: 41.19% LCM: 29.20% UAS: 89.26% LAS: 85.67% 2022-11-28 20:22:12 INFO 0:00:38.892095s elapsed 2022-11-28 20:22:12 INFO Epoch 386 / 5000: 2022-11-28 20:22:47 INFO dev: - loss: 0.7393 - UCM: 39.40% LCM: 28.69% UAS: 88.16% LAS: 84.67% 2022-11-28 20:22:51 INFO test: - loss: 0.6793 - UCM: 41.03% LCM: 29.09% UAS: 89.27% LAS: 85.68% 2022-11-28 20:22:51 INFO 0:00:39.083248s elapsed 2022-11-28 20:22:51 INFO Epoch 387 / 5000: 2022-11-28 20:23:26 INFO dev: - loss: 0.7358 - UCM: 39.30% LCM: 28.62% UAS: 88.17% LAS: 84.67% 2022-11-28 20:23:30 INFO test: - loss: 0.6767 - UCM: 41.10% LCM: 29.14% UAS: 89.28% LAS: 85.69% 2022-11-28 20:23:30 INFO 0:00:39.045036s elapsed 2022-11-28 20:23:30 INFO Epoch 388 / 5000: 2022-11-28 20:24:05 INFO dev: - loss: 0.7361 - UCM: 39.27% LCM: 28.64% UAS: 88.15% LAS: 84.66% 2022-11-28 20:24:09 INFO test: - loss: 0.6769 - UCM: 41.01% LCM: 29.07% UAS: 89.25% LAS: 85.66% 2022-11-28 20:24:09 INFO 0:00:38.912077s elapsed 2022-11-28 20:24:09 INFO Epoch 389 / 5000: 2022-11-28 20:24:44 INFO dev: - loss: 0.7382 - UCM: 39.13% LCM: 28.54% UAS: 88.14% LAS: 84.64% 2022-11-28 20:24:48 INFO test: - loss: 0.6785 - UCM: 41.03% LCM: 29.16% UAS: 89.26% LAS: 85.67% 2022-11-28 20:24:48 INFO 0:00:39.119395s elapsed 2022-11-28 20:24:48 INFO Epoch 390 / 5000: 2022-11-28 20:25:23 INFO dev: - loss: 0.7350 - UCM: 39.15% LCM: 28.47% UAS: 88.14% LAS: 84.65% 2022-11-28 20:25:27 INFO test: - loss: 0.6761 - UCM: 41.01% LCM: 29.10% UAS: 89.25% LAS: 85.66% 2022-11-28 20:25:27 INFO 0:00:39.035173s elapsed 2022-11-28 20:25:27 INFO Epoch 391 / 5000: 2022-11-28 20:26:02 INFO dev: - loss: 0.7359 - UCM: 39.30% LCM: 28.62% UAS: 88.14% LAS: 84.65% 2022-11-28 20:26:06 INFO test: - loss: 0.6767 - UCM: 41.08% LCM: 29.14% UAS: 89.27% LAS: 85.68% 2022-11-28 20:26:06 INFO 0:00:39.061753s elapsed 2022-11-28 20:26:06 INFO Epoch 392 / 5000: 2022-11-28 20:26:41 INFO dev: - loss: 0.7364 - UCM: 39.27% LCM: 28.54% UAS: 88.15% LAS: 84.66% 2022-11-28 20:26:45 INFO test: - loss: 0.6775 - UCM: 41.01% LCM: 29.21% UAS: 89.29% LAS: 85.70% 2022-11-28 20:26:45 INFO 0:00:38.896590s elapsed 2022-11-28 20:26:45 INFO Epoch 393 / 5000: 2022-11-28 20:27:20 INFO dev: - loss: 0.7381 - UCM: 39.38% LCM: 28.66% UAS: 88.15% LAS: 84.66% 2022-11-28 20:27:24 INFO test: - loss: 0.6788 - UCM: 41.01% LCM: 29.14% UAS: 89.28% LAS: 85.69% 2022-11-28 20:27:24 INFO 0:00:39.009332s elapsed 2022-11-28 20:27:24 INFO Epoch 394 / 5000: 2022-11-28 20:27:59 INFO dev: - loss: 0.7395 - UCM: 39.46% LCM: 28.69% UAS: 88.15% LAS: 84.65% 2022-11-28 20:28:03 INFO test: - loss: 0.6799 - UCM: 40.96% LCM: 29.10% UAS: 89.26% LAS: 85.65% 2022-11-28 20:28:03 INFO 0:00:38.958560s elapsed 2022-11-28 20:28:03 INFO Epoch 395 / 5000: 2022-11-28 20:28:38 INFO dev: - loss: 0.7356 - UCM: 39.40% LCM: 28.58% UAS: 88.17% LAS: 84.67% 2022-11-28 20:28:42 INFO test: - loss: 0.6768 - UCM: 41.07% LCM: 29.12% UAS: 89.27% LAS: 85.66% 2022-11-28 20:28:42 INFO 0:00:39.182546s elapsed 2022-11-28 20:28:42 INFO Epoch 396 / 5000: 2022-11-28 20:29:17 INFO dev: - loss: 0.7385 - UCM: 39.40% LCM: 28.64% UAS: 88.16% LAS: 84.65% 2022-11-28 20:29:21 INFO test: - loss: 0.6798 - UCM: 41.14% LCM: 29.09% UAS: 89.28% LAS: 85.68% 2022-11-28 20:29:21 INFO 0:00:39.020667s elapsed 2022-11-28 20:29:21 INFO Epoch 397 / 5000: 2022-11-28 20:29:56 INFO dev: - loss: 0.7411 - UCM: 39.36% LCM: 28.56% UAS: 88.15% LAS: 84.65% 2022-11-28 20:30:00 INFO test: - loss: 0.6817 - UCM: 41.03% LCM: 29.10% UAS: 89.27% LAS: 85.67% 2022-11-28 20:30:00 INFO 0:00:39.104892s elapsed 2022-11-28 20:30:00 INFO Epoch 398 / 5000: 2022-11-28 20:30:35 INFO dev: - loss: 0.7401 - UCM: 39.17% LCM: 28.48% UAS: 88.15% LAS: 84.65% 2022-11-28 20:30:39 INFO test: - loss: 0.6807 - UCM: 40.90% LCM: 29.03% UAS: 89.26% LAS: 85.65% 2022-11-28 20:30:39 INFO 0:00:39.122999s elapsed 2022-11-28 20:30:39 INFO Epoch 399 / 5000: 2022-11-28 20:31:14 INFO dev: - loss: 0.7413 - UCM: 39.29% LCM: 28.60% UAS: 88.15% LAS: 84.65% 2022-11-28 20:31:18 INFO test: - loss: 0.6817 - UCM: 41.05% LCM: 29.09% UAS: 89.27% LAS: 85.67% 2022-11-28 20:31:18 INFO 0:00:39.042953s elapsed 2022-11-28 20:31:18 INFO Epoch 400 / 5000: 2022-11-28 20:31:53 INFO dev: - loss: 0.7391 - UCM: 39.32% LCM: 28.64% UAS: 88.15% LAS: 84.65% 2022-11-28 20:31:57 INFO test: - loss: 0.6798 - UCM: 41.05% LCM: 29.18% UAS: 89.28% LAS: 85.70% 2022-11-28 20:31:57 INFO 0:00:39.102583s elapsed 2022-11-28 20:31:57 INFO Epoch 401 / 5000: 2022-11-28 20:32:32 INFO dev: - loss: 0.7408 - UCM: 39.40% LCM: 28.71% UAS: 88.16% LAS: 84.65% 2022-11-28 20:32:36 INFO test: - loss: 0.6811 - UCM: 41.14% LCM: 29.21% UAS: 89.28% LAS: 85.69% 2022-11-28 20:32:36 INFO 0:00:38.923370s elapsed 2022-11-28 20:32:36 INFO Epoch 402 / 5000: 2022-11-28 20:33:11 INFO dev: - loss: 0.7393 - UCM: 39.29% LCM: 28.58% UAS: 88.14% LAS: 84.65% 2022-11-28 20:33:15 INFO test: - loss: 0.6803 - UCM: 41.07% LCM: 29.18% UAS: 89.27% LAS: 85.67% 2022-11-28 20:33:15 INFO 0:00:38.980069s elapsed 2022-11-28 20:33:15 INFO Epoch 403 / 5000: 2022-11-28 20:33:50 INFO dev: - loss: 0.7416 - UCM: 39.21% LCM: 28.62% UAS: 88.15% LAS: 84.65% 2022-11-28 20:33:54 INFO test: - loss: 0.6816 - UCM: 41.14% LCM: 29.18% UAS: 89.28% LAS: 85.67% 2022-11-28 20:33:54 INFO 0:00:38.955945s elapsed 2022-11-28 20:33:54 INFO Epoch 404 / 5000: 2022-11-28 20:34:29 INFO dev: - loss: 0.7432 - UCM: 39.27% LCM: 28.67% UAS: 88.15% LAS: 84.66% 2022-11-28 20:34:33 INFO test: - loss: 0.6828 - UCM: 41.14% LCM: 29.23% UAS: 89.28% LAS: 85.69% 2022-11-28 20:34:33 INFO 0:00:39.103817s elapsed 2022-11-28 20:34:33 INFO Epoch 405 / 5000: 2022-11-28 20:35:08 INFO dev: - loss: 0.7419 - UCM: 39.21% LCM: 28.66% UAS: 88.13% LAS: 84.64% 2022-11-28 20:35:12 INFO test: - loss: 0.6823 - UCM: 41.16% LCM: 29.18% UAS: 89.28% LAS: 85.68% 2022-11-28 20:35:12 INFO 0:00:38.984064s elapsed 2022-11-28 20:35:12 INFO Epoch 406 / 5000: 2022-11-28 20:35:47 INFO dev: - loss: 0.7391 - UCM: 39.23% LCM: 28.58% UAS: 88.14% LAS: 84.65% 2022-11-28 20:35:51 INFO test: - loss: 0.6797 - UCM: 40.96% LCM: 29.10% UAS: 89.28% LAS: 85.67% 2022-11-28 20:35:51 INFO 0:00:39.032886s elapsed 2022-11-28 20:35:51 INFO Epoch 407 / 5000: 2022-11-28 20:36:26 INFO dev: - loss: 0.7420 - UCM: 39.21% LCM: 28.58% UAS: 88.15% LAS: 84.66% 2022-11-28 20:36:30 INFO test: - loss: 0.6823 - UCM: 40.97% LCM: 29.16% UAS: 89.27% LAS: 85.68% 2022-11-28 20:36:30 INFO 0:00:39.082547s elapsed 2022-11-28 20:36:30 INFO Epoch 408 / 5000: 2022-11-28 20:37:05 INFO dev: - loss: 0.7422 - UCM: 39.15% LCM: 28.60% UAS: 88.16% LAS: 84.67% 2022-11-28 20:37:10 INFO test: - loss: 0.6821 - UCM: 41.12% LCM: 29.25% UAS: 89.29% LAS: 85.69% 2022-11-28 20:37:10 INFO 0:00:39.090906s elapsed 2022-11-28 20:37:10 INFO Epoch 409 / 5000: 2022-11-28 20:37:44 INFO dev: - loss: 0.7390 - UCM: 39.13% LCM: 28.62% UAS: 88.15% LAS: 84.67% 2022-11-28 20:37:49 INFO test: - loss: 0.6796 - UCM: 41.08% LCM: 29.20% UAS: 89.27% LAS: 85.67% 2022-11-28 20:37:49 INFO 0:00:39.031713s elapsed 2022-11-28 20:37:49 INFO Epoch 410 / 5000: 2022-11-28 20:38:24 INFO dev: - loss: 0.7405 - UCM: 39.06% LCM: 28.52% UAS: 88.15% LAS: 84.66% 2022-11-28 20:38:28 INFO test: - loss: 0.6810 - UCM: 41.10% LCM: 29.14% UAS: 89.27% LAS: 85.67% 2022-11-28 20:38:28 INFO 0:00:39.135282s elapsed 2022-11-28 20:38:28 INFO Epoch 411 / 5000: 2022-11-28 20:39:03 INFO dev: - loss: 0.7411 - UCM: 39.17% LCM: 28.54% UAS: 88.15% LAS: 84.66% 2022-11-28 20:39:07 INFO test: - loss: 0.6811 - UCM: 40.99% LCM: 29.00% UAS: 89.28% LAS: 85.67% 2022-11-28 20:39:07 INFO 0:00:38.966278s elapsed 2022-11-28 20:39:07 INFO Epoch 412 / 5000: 2022-11-28 20:39:42 INFO dev: - loss: 0.7413 - UCM: 39.15% LCM: 28.54% UAS: 88.16% LAS: 84.66% 2022-11-28 20:39:46 INFO test: - loss: 0.6811 - UCM: 41.14% LCM: 29.09% UAS: 89.27% LAS: 85.65% 2022-11-28 20:39:46 INFO 0:00:39.102144s elapsed 2022-11-28 20:39:46 INFO Epoch 413 / 5000: 2022-11-28 20:40:21 INFO dev: - loss: 0.7397 - UCM: 39.27% LCM: 28.60% UAS: 88.16% LAS: 84.66% 2022-11-28 20:40:25 INFO test: - loss: 0.6801 - UCM: 41.10% LCM: 29.10% UAS: 89.26% LAS: 85.66% 2022-11-28 20:40:25 INFO 0:00:38.948171s elapsed 2022-11-28 20:40:25 INFO Epoch 414 / 5000: 2022-11-28 20:41:00 INFO dev: - loss: 0.7427 - UCM: 39.23% LCM: 28.62% UAS: 88.15% LAS: 84.66% 2022-11-28 20:41:04 INFO test: - loss: 0.6828 - UCM: 41.16% LCM: 29.16% UAS: 89.26% LAS: 85.66% 2022-11-28 20:41:04 INFO 0:00:39.158768s elapsed 2022-11-28 20:41:04 INFO Epoch 415 / 5000: 2022-11-28 20:41:39 INFO dev: - loss: 0.7402 - UCM: 39.23% LCM: 28.54% UAS: 88.17% LAS: 84.66% 2022-11-28 20:41:43 INFO test: - loss: 0.6808 - UCM: 40.99% LCM: 29.05% UAS: 89.24% LAS: 85.64% 2022-11-28 20:41:43 INFO 0:00:39.063586s elapsed 2022-11-28 20:41:43 INFO Epoch 416 / 5000: 2022-11-28 20:42:18 INFO dev: - loss: 0.7377 - UCM: 39.25% LCM: 28.56% UAS: 88.16% LAS: 84.66% 2022-11-28 20:42:22 INFO test: - loss: 0.6789 - UCM: 40.99% LCM: 29.10% UAS: 89.23% LAS: 85.64% 2022-11-28 20:42:22 INFO 0:00:38.879044s elapsed 2022-11-28 20:42:22 INFO Epoch 417 / 5000: 2022-11-28 20:42:57 INFO dev: - loss: 0.7406 - UCM: 39.29% LCM: 28.64% UAS: 88.16% LAS: 84.65% 2022-11-28 20:43:01 INFO test: - loss: 0.6814 - UCM: 41.16% LCM: 29.29% UAS: 89.26% LAS: 85.67% 2022-11-28 20:43:01 INFO 0:00:39.155276s elapsed 2022-11-28 20:43:01 INFO Epoch 317 saved 2022-11-28 20:43:01 INFO dev: - UCM: 39.38% LCM: 28.66% UAS: 88.23% LAS: 84.74% 2022-11-28 20:43:13 INFO test: - UCM: 43.46% LCM: 31.93% UAS: 89.75% LAS: 86.46% 2022-11-28 20:43:13 INFO 6:19:33.221283s elapsed, 0:00:54.612041s/epoch