INFO:Pipeline: Preparing Repository... WARNING:huggingface_hub.repository:Cloning https://huggingface.co/benlipkin/gpt2_8_wikitext_100M_20_27a3016f17f9dd51 into local empty directory. INFO:Pipeline: Preparing Dataset... INFO:Pipeline: Preparing Optimizer... INFO:Pipeline: Preparing Accelerator... INFO:Pipeline: Initializing Training Loop... INFO:Pipeline: Total Steps: 122080 INFO:Pipeline: Eval Loss: 11.00, Perplexity: 59731.11 INFO:Pipeline: Time: 00:03:42, Epoch: 1, Step: 100, Step Loss: 10.33 INFO:Pipeline: Time: 00:04:04, Epoch: 1, Step: 200, Step Loss: 9.63 INFO:Pipeline: Time: 00:04:26, Epoch: 1, Step: 300, Step Loss: 9.18 INFO:Pipeline: Time: 00:04:49, Epoch: 1, Step: 400, Step Loss: 8.74 INFO:Pipeline: Time: 00:05:11, Epoch: 1, Step: 500, Step Loss: 8.50 INFO:Pipeline: Time: 00:05:33, Epoch: 1, Step: 600, Step Loss: 8.31 INFO:Pipeline: Time: 00:05:56, Epoch: 1, Step: 700, Step Loss: 8.16 INFO:Pipeline: Time: 00:06:18, Epoch: 1, Step: 800, Step Loss: 7.90 INFO:Pipeline: Time: 00:06:41, Epoch: 1, Step: 900, Step Loss: 7.74 INFO:Pipeline: Time: 00:07:03, Epoch: 1, Step: 1000, Step Loss: 7.60 INFO:Pipeline: Eval Loss: 7.41, Perplexity: 1657.31 INFO:Pipeline: Time: 00:07:28, Epoch: 1, Step: 1100, Step Loss: 7.38 INFO:Pipeline: Time: 00:07:51, Epoch: 1, Step: 1200, Step Loss: 7.19 INFO:Pipeline: Time: 00:08:13, Epoch: 1, Step: 1300, Step Loss: 7.05 INFO:Pipeline: Time: 00:08:35, Epoch: 1, Step: 1400, Step Loss: 6.89 INFO:Pipeline: Time: 00:08:58, Epoch: 1, Step: 1500, Step Loss: 6.75 INFO:Pipeline: Time: 00:09:20, Epoch: 1, Step: 1600, Step Loss: 6.69 INFO:Pipeline: Time: 00:09:42, Epoch: 1, Step: 1700, Step Loss: 6.63 INFO:Pipeline: Time: 00:10:05, Epoch: 1, Step: 1800, Step Loss: 6.54 INFO:Pipeline: Time: 00:10:27, Epoch: 1, Step: 1900, Step Loss: 6.51 INFO:Pipeline: Time: 00:10:50, Epoch: 1, Step: 2000, Step Loss: 6.48 INFO:Pipeline: Eval Loss: 6.30, Perplexity: 543.85 INFO:Pipeline: Time: 00:11:14, Epoch: 1, Step: 2100, Step Loss: 6.42 INFO:Pipeline: Time: 00:11:37, Epoch: 1, Step: 2200, Step Loss: 6.36 INFO:Pipeline: Time: 00:11:59, Epoch: 1, Step: 2300, Step Loss: 6.24 INFO:Pipeline: Time: 00:12:21, Epoch: 1, Step: 2400, Step Loss: 6.32 INFO:Pipeline: Time: 00:12:44, Epoch: 1, Step: 2500, Step Loss: 6.23 INFO:Pipeline: Time: 00:13:06, Epoch: 1, Step: 2600, Step Loss: 6.15 INFO:Pipeline: Time: 00:13:28, Epoch: 1, Step: 2700, Step Loss: 6.17 INFO:Pipeline: Time: 00:13:51, Epoch: 1, Step: 2800, Step Loss: 6.07 INFO:Pipeline: Time: 00:14:13, Epoch: 1, Step: 2900, Step Loss: 6.09 INFO:Pipeline: Time: 00:14:36, Epoch: 1, Step: 3000, Step Loss: 6.05 INFO:Pipeline: Eval Loss: 5.89, Perplexity: 361.98 INFO:Pipeline: Time: 00:15:00, Epoch: 1, Step: 3100, Step Loss: 6.01 INFO:Pipeline: Time: 00:15:23, Epoch: 1, Step: 3200, Step Loss: 6.02 INFO:Pipeline: Time: 00:15:45, Epoch: 1, Step: 3300, Step Loss: 5.94 INFO:Pipeline: Time: 00:16:08, Epoch: 1, Step: 3400, Step Loss: 5.96 INFO:Pipeline: Time: 00:16:30, Epoch: 1, Step: 3500, Step Loss: 5.95 INFO:Pipeline: Time: 00:16:52, Epoch: 1, Step: 3600, Step Loss: 5.90 INFO:Pipeline: Time: 00:17:15, Epoch: 1, Step: 3700, Step Loss: 5.85 INFO:Pipeline: Time: 00:17:37, Epoch: 1, Step: 3800, Step Loss: 5.84 INFO:Pipeline: Time: 00:17:59, Epoch: 1, Step: 3900, Step Loss: 5.81 INFO:Pipeline: Time: 00:18:22, Epoch: 1, Step: 4000, Step Loss: 5.82 INFO:Pipeline: Eval Loss: 5.64, Perplexity: 282.58 INFO:Pipeline: Time: 00:18:47, Epoch: 1, Step: 4100, Step Loss: 5.80 INFO:Pipeline: Time: 00:19:09, Epoch: 1, Step: 4200, Step Loss: 5.76 INFO:Pipeline: Time: 00:19:31, Epoch: 1, Step: 4300, Step Loss: 5.77 INFO:Pipeline: Time: 00:19:54, Epoch: 1, Step: 4400, Step Loss: 5.73 INFO:Pipeline: Time: 00:20:16, Epoch: 1, Step: 4500, Step Loss: 5.72 INFO:Pipeline: Time: 00:20:39, Epoch: 1, Step: 4600, Step Loss: 5.71 INFO:Pipeline: Time: 00:21:01, Epoch: 1, Step: 4700, Step Loss: 5.68 INFO:Pipeline: Time: 00:21:23, Epoch: 1, Step: 4800, Step Loss: 5.68 INFO:Pipeline: Time: 00:21:46, Epoch: 1, Step: 4900, Step Loss: 5.63 INFO:Pipeline: Time: 00:22:08, Epoch: 1, Step: 5000, Step Loss: 5.66 INFO:Pipeline: Eval Loss: 5.48, Perplexity: 240.68 INFO:Pipeline: Time: 00:22:34, Epoch: 1, Step: 5100, Step Loss: 5.64 INFO:Pipeline: Time: 00:22:56, Epoch: 1, Step: 5200, Step Loss: 5.62 INFO:Pipeline: Time: 00:23:18, Epoch: 1, Step: 5300, Step Loss: 5.63 INFO:Pipeline: Time: 00:23:41, Epoch: 1, Step: 5400, Step Loss: 5.57 INFO:Pipeline: Time: 00:24:03, Epoch: 1, Step: 5500, Step Loss: 5.62 INFO:Pipeline: Time: 00:24:26, Epoch: 1, Step: 5600, Step Loss: 5.63 INFO:Pipeline: Time: 00:24:48, Epoch: 1, Step: 5700, Step Loss: 5.56 INFO:Pipeline: Time: 00:25:10, Epoch: 1, Step: 5800, Step Loss: 5.56 INFO:Pipeline: Time: 00:25:33, Epoch: 1, Step: 5900, Step Loss: 5.52 INFO:Pipeline: Time: 00:25:55, Epoch: 1, Step: 6000, Step Loss: 5.55 INFO:Pipeline: Eval Loss: 5.37, Perplexity: 214.35 INFO:Pipeline: Time: 00:26:20, Epoch: 1, Step: 6100, Step Loss: 5.51 INFO:Pipeline: Time: 00:26:42, Epoch: 2, Step: 6200, Step Loss: 5.48 INFO:Pipeline: Time: 00:27:05, Epoch: 2, Step: 6300, Step Loss: 5.51 INFO:Pipeline: Time: 00:27:27, Epoch: 2, Step: 6400, Step Loss: 5.51 INFO:Pipeline: Time: 00:27:49, Epoch: 2, Step: 6500, Step Loss: 5.51 INFO:Pipeline: Time: 00:28:12, Epoch: 2, Step: 6600, Step Loss: 5.43 INFO:Pipeline: Time: 00:28:34, Epoch: 2, Step: 6700, Step Loss: 5.52 INFO:Pipeline: Time: 00:28:56, Epoch: 2, Step: 6800, Step Loss: 5.51 INFO:Pipeline: Time: 00:29:19, Epoch: 2, Step: 6900, Step Loss: 5.47 INFO:Pipeline: Time: 00:29:41, Epoch: 2, Step: 7000, Step Loss: 5.39 INFO:Pipeline: Eval Loss: 5.27, Perplexity: 194.28 INFO:Pipeline: Time: 00:30:06, Epoch: 2, Step: 7100, Step Loss: 5.41 INFO:Pipeline: Time: 00:30:29, Epoch: 2, Step: 7200, Step Loss: 5.45 INFO:Pipeline: Time: 00:30:51, Epoch: 2, Step: 7300, Step Loss: 5.41 INFO:Pipeline: Time: 00:31:13, Epoch: 2, Step: 7400, Step Loss: 5.39 INFO:Pipeline: Time: 00:31:36, Epoch: 2, Step: 7500, Step Loss: 5.44 INFO:Pipeline: Time: 00:31:58, Epoch: 2, Step: 7600, Step Loss: 5.44 INFO:Pipeline: Time: 00:32:21, Epoch: 2, Step: 7700, Step Loss: 5.36 INFO:Pipeline: Time: 00:32:43, Epoch: 2, Step: 7800, Step Loss: 5.42 INFO:Pipeline: Time: 00:33:05, Epoch: 2, Step: 7900, Step Loss: 5.37 INFO:Pipeline: Time: 00:33:28, Epoch: 2, Step: 8000, Step Loss: 5.36 INFO:Pipeline: Eval Loss: 5.19, Perplexity: 179.04 INFO:Pipeline: Time: 00:33:53, Epoch: 2, Step: 8100, Step Loss: 5.32 INFO:Pipeline: Time: 00:34:15, Epoch: 2, Step: 8200, Step Loss: 5.35 INFO:Pipeline: Time: 00:34:37, Epoch: 2, Step: 8300, Step Loss: 5.32 INFO:Pipeline: Time: 00:35:00, Epoch: 2, Step: 8400, Step Loss: 5.37 INFO:Pipeline: Time: 00:35:22, Epoch: 2, Step: 8500, Step Loss: 5.33 INFO:Pipeline: Time: 00:35:45, Epoch: 2, Step: 8600, Step Loss: 5.33 INFO:Pipeline: Time: 00:36:07, Epoch: 2, Step: 8700, Step Loss: 5.34 INFO:Pipeline: Time: 00:36:29, Epoch: 2, Step: 8800, Step Loss: 5.31 INFO:Pipeline: Time: 00:36:52, Epoch: 2, Step: 8900, Step Loss: 5.26 INFO:Pipeline: Time: 00:37:14, Epoch: 2, Step: 9000, Step Loss: 5.29 INFO:Pipeline: Eval Loss: 5.12, Perplexity: 167.24 INFO:Pipeline: Time: 00:37:39, Epoch: 2, Step: 9100, Step Loss: 5.30 INFO:Pipeline: Time: 00:38:02, Epoch: 2, Step: 9200, Step Loss: 5.29 INFO:Pipeline: Time: 00:38:24, Epoch: 2, Step: 9300, Step Loss: 5.24 INFO:Pipeline: Time: 00:38:47, Epoch: 2, Step: 9400, Step Loss: 5.20 INFO:Pipeline: Time: 00:39:09, Epoch: 2, Step: 9500, Step Loss: 5.25 INFO:Pipeline: Time: 00:39:31, Epoch: 2, Step: 9600, Step Loss: 5.27 INFO:Pipeline: Time: 00:39:54, Epoch: 2, Step: 9700, Step Loss: 5.22 INFO:Pipeline: Time: 00:40:16, Epoch: 2, Step: 9800, Step Loss: 5.23 INFO:Pipeline: Time: 00:40:38, Epoch: 2, Step: 9900, Step Loss: 5.20 INFO:Pipeline: Time: 00:41:01, Epoch: 2, Step: 10000, Step Loss: 5.24 INFO:Pipeline: Eval Loss: 5.06, Perplexity: 157.42 INFO:Pipeline: Time: 00:41:26, Epoch: 2, Step: 10100, Step Loss: 5.23 INFO:Pipeline: Time: 00:41:48, Epoch: 2, Step: 10200, Step Loss: 5.18 INFO:Pipeline: Time: 00:42:10, Epoch: 2, Step: 10300, Step Loss: 5.17 INFO:Pipeline: Time: 00:42:33, Epoch: 2, Step: 10400, Step Loss: 5.17 INFO:Pipeline: Time: 00:42:55, Epoch: 2, Step: 10500, Step Loss: 5.25 INFO:Pipeline: Time: 00:43:18, Epoch: 2, Step: 10600, Step Loss: 5.14 INFO:Pipeline: Time: 00:43:40, Epoch: 2, Step: 10700, Step Loss: 5.24 INFO:Pipeline: Time: 00:44:03, Epoch: 2, Step: 10800, Step Loss: 5.19 INFO:Pipeline: Time: 00:44:25, Epoch: 2, Step: 10900, Step Loss: 5.21 INFO:Pipeline: Time: 00:44:47, Epoch: 2, Step: 11000, Step Loss: 5.19 INFO:Pipeline: Eval Loss: 5.01, Perplexity: 149.65 INFO:Pipeline: Time: 00:45:13, Epoch: 2, Step: 11100, Step Loss: 5.18 INFO:Pipeline: Time: 00:45:35, Epoch: 2, Step: 11200, Step Loss: 5.17 INFO:Pipeline: Time: 00:45:57, Epoch: 2, Step: 11300, Step Loss: 5.16 INFO:Pipeline: Time: 00:46:20, Epoch: 2, Step: 11400, Step Loss: 5.13 INFO:Pipeline: Time: 00:46:42, Epoch: 2, Step: 11500, Step Loss: 5.13 INFO:Pipeline: Time: 00:47:04, Epoch: 2, Step: 11600, Step Loss: 5.16 INFO:Pipeline: Time: 00:47:27, Epoch: 2, Step: 11700, Step Loss: 5.15 INFO:Pipeline: Time: 00:47:49, Epoch: 2, Step: 11800, Step Loss: 5.14 INFO:Pipeline: Time: 00:48:12, Epoch: 2, Step: 11900, Step Loss: 5.13 INFO:Pipeline: Time: 00:48:34, Epoch: 2, Step: 12000, Step Loss: 5.12 INFO:Pipeline: Eval Loss: 4.97, Perplexity: 143.31 INFO:Pipeline: Time: 00:48:59, Epoch: 2, Step: 12100, Step Loss: 5.17 INFO:Pipeline: Time: 00:49:21, Epoch: 2, Step: 12200, Step Loss: 5.10 INFO:Pipeline: Time: 00:49:44, Epoch: 3, Step: 12300, Step Loss: 5.16 INFO:Pipeline: Time: 00:50:06, Epoch: 3, Step: 12400, Step Loss: 5.07 INFO:Pipeline: Time: 00:50:28, Epoch: 3, Step: 12500, Step Loss: 5.12 INFO:Pipeline: Time: 00:50:51, Epoch: 3, Step: 12600, Step Loss: 5.11 INFO:Pipeline: Time: 00:51:13, Epoch: 3, Step: 12700, Step Loss: 5.13 INFO:Pipeline: Time: 00:51:35, Epoch: 3, Step: 12800, Step Loss: 5.13 INFO:Pipeline: Time: 00:51:58, Epoch: 3, Step: 12900, Step Loss: 5.08 INFO:Pipeline: Time: 00:52:20, Epoch: 3, Step: 13000, Step Loss: 5.06 INFO:Pipeline: Eval Loss: 4.92, Perplexity: 137.25 INFO:Pipeline: Time: 00:52:45, Epoch: 3, Step: 13100, Step Loss: 5.09 INFO:Pipeline: Time: 00:53:07, Epoch: 3, Step: 13200, Step Loss: 5.02 INFO:Pipeline: Time: 00:53:30, Epoch: 3, Step: 13300, Step Loss: 5.11 INFO:Pipeline: Time: 00:53:52, Epoch: 3, Step: 13400, Step Loss: 5.08 INFO:Pipeline: Time: 00:54:15, Epoch: 3, Step: 13500, Step Loss: 5.08 INFO:Pipeline: Time: 00:54:37, Epoch: 3, Step: 13600, Step Loss: 5.07 INFO:Pipeline: Time: 00:54:59, Epoch: 3, Step: 13700, Step Loss: 5.04 INFO:Pipeline: Time: 00:55:22, Epoch: 3, Step: 13800, Step Loss: 5.02 INFO:Pipeline: Time: 00:55:44, Epoch: 3, Step: 13900, Step Loss: 5.06 INFO:Pipeline: Time: 00:56:07, Epoch: 3, Step: 14000, Step Loss: 5.03 INFO:Pipeline: Eval Loss: 4.89, Perplexity: 132.34 INFO:Pipeline: Time: 00:56:32, Epoch: 3, Step: 14100, Step Loss: 5.02 INFO:Pipeline: Time: 00:56:54, Epoch: 3, Step: 14200, Step Loss: 5.00 INFO:Pipeline: Time: 00:57:17, Epoch: 3, Step: 14300, Step Loss: 5.03 INFO:Pipeline: Time: 00:57:39, Epoch: 3, Step: 14400, Step Loss: 5.00 INFO:Pipeline: Time: 00:58:02, Epoch: 3, Step: 14500, Step Loss: 4.96 INFO:Pipeline: Time: 00:58:24, Epoch: 3, Step: 14600, Step Loss: 5.02 INFO:Pipeline: Time: 00:58:46, Epoch: 3, Step: 14700, Step Loss: 5.02 INFO:Pipeline: Time: 00:59:09, Epoch: 3, Step: 14800, Step Loss: 5.01 INFO:Pipeline: Time: 00:59:31, Epoch: 3, Step: 14900, Step Loss: 5.03 INFO:Pipeline: Time: 00:59:54, Epoch: 3, Step: 15000, Step Loss: 5.10 INFO:Pipeline: Eval Loss: 4.85, Perplexity: 127.67 INFO:Pipeline: Time: 01:00:18, Epoch: 3, Step: 15100, Step Loss: 4.98 INFO:Pipeline: Time: 01:00:41, Epoch: 3, Step: 15200, Step Loss: 5.01 INFO:Pipeline: Time: 01:01:03, Epoch: 3, Step: 15300, Step Loss: 5.02 INFO:Pipeline: Time: 01:01:26, Epoch: 3, Step: 15400, Step Loss: 5.02 INFO:Pipeline: Time: 01:01:48, Epoch: 3, Step: 15500, Step Loss: 4.99 INFO:Pipeline: Time: 01:02:10, Epoch: 3, Step: 15600, Step Loss: 5.03 INFO:Pipeline: Time: 01:02:33, Epoch: 3, Step: 15700, Step Loss: 5.00 INFO:Pipeline: Time: 01:02:55, Epoch: 3, Step: 15800, Step Loss: 4.97 INFO:Pipeline: Time: 01:03:18, Epoch: 3, Step: 15900, Step Loss: 4.98 INFO:Pipeline: Time: 01:03:40, Epoch: 3, Step: 16000, Step Loss: 4.97 INFO:Pipeline: Eval Loss: 4.82, Perplexity: 123.88 INFO:Pipeline: Time: 01:04:05, Epoch: 3, Step: 16100, Step Loss: 4.98 INFO:Pipeline: Time: 01:04:27, Epoch: 3, Step: 16200, Step Loss: 4.97 INFO:Pipeline: Time: 01:04:50, Epoch: 3, Step: 16300, Step Loss: 4.99 INFO:Pipeline: Time: 01:05:12, Epoch: 3, Step: 16400, Step Loss: 4.98 INFO:Pipeline: Time: 01:05:35, Epoch: 3, Step: 16500, Step Loss: 4.96 INFO:Pipeline: Time: 01:05:57, Epoch: 3, Step: 16600, Step Loss: 4.96 INFO:Pipeline: Time: 01:06:19, Epoch: 3, Step: 16700, Step Loss: 4.95 INFO:Pipeline: Time: 01:06:42, Epoch: 3, Step: 16800, Step Loss: 4.92 INFO:Pipeline: Time: 01:07:04, Epoch: 3, Step: 16900, Step Loss: 4.96 INFO:Pipeline: Time: 01:07:26, Epoch: 3, Step: 17000, Step Loss: 4.95 INFO:Pipeline: Eval Loss: 4.79, Perplexity: 120.47 INFO:Pipeline: Time: 01:07:51, Epoch: 3, Step: 17100, Step Loss: 4.95 INFO:Pipeline: Time: 01:08:14, Epoch: 3, Step: 17200, Step Loss: 4.89 INFO:Pipeline: Time: 01:08:36, Epoch: 3, Step: 17300, Step Loss: 4.99 INFO:Pipeline: Time: 01:08:59, Epoch: 3, Step: 17400, Step Loss: 4.95 INFO:Pipeline: Time: 01:09:21, Epoch: 3, Step: 17500, Step Loss: 4.98 INFO:Pipeline: Time: 01:09:43, Epoch: 3, Step: 17600, Step Loss: 4.92 INFO:Pipeline: Time: 01:10:06, Epoch: 3, Step: 17700, Step Loss: 4.91 INFO:Pipeline: Time: 01:10:28, Epoch: 3, Step: 17800, Step Loss: 4.97 INFO:Pipeline: Time: 01:10:51, Epoch: 3, Step: 17900, Step Loss: 4.94 INFO:Pipeline: Time: 01:11:13, Epoch: 3, Step: 18000, Step Loss: 4.94 INFO:Pipeline: Eval Loss: 4.77, Perplexity: 117.62 INFO:Pipeline: Time: 01:11:38, Epoch: 3, Step: 18100, Step Loss: 4.86 INFO:Pipeline: Time: 01:12:01, Epoch: 3, Step: 18200, Step Loss: 4.94 INFO:Pipeline: Time: 01:12:23, Epoch: 3, Step: 18300, Step Loss: 4.92 INFO:Pipeline: Time: 01:12:45, Epoch: 4, Step: 18400, Step Loss: 4.95 INFO:Pipeline: Time: 01:13:08, Epoch: 4, Step: 18500, Step Loss: 4.90 INFO:Pipeline: Time: 01:13:30, Epoch: 4, Step: 18600, Step Loss: 4.94 INFO:Pipeline: Time: 01:13:52, Epoch: 4, Step: 18700, Step Loss: 4.90 INFO:Pipeline: Time: 01:14:15, Epoch: 4, Step: 18800, Step Loss: 4.90 INFO:Pipeline: Time: 01:14:37, Epoch: 4, Step: 18900, Step Loss: 4.90 INFO:Pipeline: Time: 01:15:00, Epoch: 4, Step: 19000, Step Loss: 4.85 INFO:Pipeline: Eval Loss: 4.74, Perplexity: 114.75 INFO:Pipeline: Time: 01:15:25, Epoch: 4, Step: 19100, Step Loss: 4.88 INFO:Pipeline: Time: 01:15:47, Epoch: 4, Step: 19200, Step Loss: 4.91 INFO:Pipeline: Time: 01:16:10, Epoch: 4, Step: 19300, Step Loss: 4.91 INFO:Pipeline: Time: 01:16:32, Epoch: 4, Step: 19400, Step Loss: 4.88 INFO:Pipeline: Time: 01:16:54, Epoch: 4, Step: 19500, Step Loss: 4.87 INFO:Pipeline: Time: 01:17:17, Epoch: 4, Step: 19600, Step Loss: 4.88 INFO:Pipeline: Time: 01:17:39, Epoch: 4, Step: 19700, Step Loss: 4.87 INFO:Pipeline: Time: 01:18:02, Epoch: 4, Step: 19800, Step Loss: 4.85 INFO:Pipeline: Time: 01:18:24, Epoch: 4, Step: 19900, Step Loss: 4.89 INFO:Pipeline: Time: 01:18:46, Epoch: 4, Step: 20000, Step Loss: 4.88 INFO:Pipeline: Eval Loss: 4.72, Perplexity: 112.32 INFO:Pipeline: Time: 01:19:11, Epoch: 4, Step: 20100, Step Loss: 4.85 INFO:Pipeline: Time: 01:19:34, Epoch: 4, Step: 20200, Step Loss: 4.85 INFO:Pipeline: Time: 01:19:56, Epoch: 4, Step: 20300, Step Loss: 4.90 INFO:Pipeline: Time: 01:20:18, Epoch: 4, Step: 20400, Step Loss: 4.80 INFO:Pipeline: Time: 01:20:41, Epoch: 4, Step: 20500, Step Loss: 4.88 INFO:Pipeline: Time: 01:21:03, Epoch: 4, Step: 20600, Step Loss: 4.83 INFO:Pipeline: Time: 01:21:26, Epoch: 4, Step: 20700, Step Loss: 4.88 INFO:Pipeline: Time: 01:21:48, Epoch: 4, Step: 20800, Step Loss: 4.83 INFO:Pipeline: Time: 01:22:10, Epoch: 4, Step: 20900, Step Loss: 4.86 INFO:Pipeline: Time: 01:22:33, Epoch: 4, Step: 21000, Step Loss: 4.82 INFO:Pipeline: Eval Loss: 4.70, Perplexity: 109.87 INFO:Pipeline: Time: 01:22:58, Epoch: 4, Step: 21100, Step Loss: 4.83 INFO:Pipeline: Time: 01:23:20, Epoch: 4, Step: 21200, Step Loss: 4.85 INFO:Pipeline: Time: 01:23:43, Epoch: 4, Step: 21300, Step Loss: 4.80 INFO:Pipeline: Time: 01:24:05, Epoch: 4, Step: 21400, Step Loss: 4.87 INFO:Pipeline: Time: 01:24:27, Epoch: 4, Step: 21500, Step Loss: 4.83 INFO:Pipeline: Time: 01:24:50, Epoch: 4, Step: 21600, Step Loss: 4.87 INFO:Pipeline: Time: 01:25:12, Epoch: 4, Step: 21700, Step Loss: 4.79 INFO:Pipeline: Time: 01:25:34, Epoch: 4, Step: 21800, Step Loss: 4.81 INFO:Pipeline: Time: 01:25:57, Epoch: 4, Step: 21900, Step Loss: 4.84 INFO:Pipeline: Time: 01:26:19, Epoch: 4, Step: 22000, Step Loss: 4.83 INFO:Pipeline: Eval Loss: 4.68, Perplexity: 107.53 INFO:Pipeline: Time: 01:26:44, Epoch: 4, Step: 22100, Step Loss: 4.77 INFO:Pipeline: Time: 01:27:06, Epoch: 4, Step: 22200, Step Loss: 4.88 INFO:Pipeline: Time: 01:27:29, Epoch: 4, Step: 22300, Step Loss: 4.85 INFO:Pipeline: Time: 01:27:51, Epoch: 4, Step: 22400, Step Loss: 4.82 INFO:Pipeline: Time: 01:28:13, Epoch: 4, Step: 22500, Step Loss: 4.82 INFO:Pipeline: Time: 01:28:36, Epoch: 4, Step: 22600, Step Loss: 4.83 INFO:Pipeline: Time: 01:28:58, Epoch: 4, Step: 22700, Step Loss: 4.83 INFO:Pipeline: Time: 01:29:20, Epoch: 4, Step: 22800, Step Loss: 4.81 INFO:Pipeline: Time: 01:29:43, Epoch: 4, Step: 22900, Step Loss: 4.81 INFO:Pipeline: Time: 01:30:05, Epoch: 4, Step: 23000, Step Loss: 4.84 INFO:Pipeline: Eval Loss: 4.66, Perplexity: 105.74 INFO:Pipeline: Time: 01:30:30, Epoch: 4, Step: 23100, Step Loss: 4.81 INFO:Pipeline: Time: 01:30:52, Epoch: 4, Step: 23200, Step Loss: 4.82 INFO:Pipeline: Time: 01:31:15, Epoch: 4, Step: 23300, Step Loss: 4.78 INFO:Pipeline: Time: 01:31:37, Epoch: 4, Step: 23400, Step Loss: 4.80 INFO:Pipeline: Time: 01:31:59, Epoch: 4, Step: 23500, Step Loss: 4.80 INFO:Pipeline: Time: 01:32:22, Epoch: 4, Step: 23600, Step Loss: 4.81 INFO:Pipeline: Time: 01:32:44, Epoch: 4, Step: 23700, Step Loss: 4.83 INFO:Pipeline: Time: 01:33:06, Epoch: 4, Step: 23800, Step Loss: 4.84 INFO:Pipeline: Time: 01:33:29, Epoch: 4, Step: 23900, Step Loss: 4.79 INFO:Pipeline: Time: 01:33:51, Epoch: 4, Step: 24000, Step Loss: 4.74 INFO:Pipeline: Eval Loss: 4.64, Perplexity: 103.98 INFO:Pipeline: Time: 01:34:16, Epoch: 4, Step: 24100, Step Loss: 4.82 INFO:Pipeline: Time: 01:34:38, Epoch: 4, Step: 24200, Step Loss: 4.78 INFO:Pipeline: Time: 01:35:01, Epoch: 4, Step: 24300, Step Loss: 4.74 INFO:Pipeline: Time: 01:35:23, Epoch: 4, Step: 24400, Step Loss: 4.78 INFO:Pipeline: Time: 01:35:45, Epoch: 5, Step: 24500, Step Loss: 4.87 INFO:Pipeline: Time: 01:36:08, Epoch: 5, Step: 24600, Step Loss: 4.76 INFO:Pipeline: Time: 01:36:30, Epoch: 5, Step: 24700, Step Loss: 4.80 INFO:Pipeline: Time: 01:36:52, Epoch: 5, Step: 24800, Step Loss: 4.73 INFO:Pipeline: Time: 01:37:15, Epoch: 5, Step: 24900, Step Loss: 4.75 INFO:Pipeline: Time: 01:37:37, Epoch: 5, Step: 25000, Step Loss: 4.83 INFO:Pipeline: Eval Loss: 4.63, Perplexity: 102.37 INFO:Pipeline: Time: 01:38:02, Epoch: 5, Step: 25100, Step Loss: 4.80 INFO:Pipeline: Time: 01:38:24, Epoch: 5, Step: 25200, Step Loss: 4.77 INFO:Pipeline: Time: 01:38:46, Epoch: 5, Step: 25300, Step Loss: 4.75 INFO:Pipeline: Time: 01:39:09, Epoch: 5, Step: 25400, Step Loss: 4.77 INFO:Pipeline: Time: 01:39:31, Epoch: 5, Step: 25500, Step Loss: 4.77 INFO:Pipeline: Time: 01:39:54, Epoch: 5, Step: 25600, Step Loss: 4.84 INFO:Pipeline: Time: 01:40:16, Epoch: 5, Step: 25700, Step Loss: 4.79 INFO:Pipeline: Time: 01:40:38, Epoch: 5, Step: 25800, Step Loss: 4.74 INFO:Pipeline: Time: 01:41:01, Epoch: 5, Step: 25900, Step Loss: 4.77 INFO:Pipeline: Time: 01:41:23, Epoch: 5, Step: 26000, Step Loss: 4.74 INFO:Pipeline: Eval Loss: 4.61, Perplexity: 100.63 INFO:Pipeline: Time: 01:41:48, Epoch: 5, Step: 26100, Step Loss: 4.80 INFO:Pipeline: Time: 01:42:11, Epoch: 5, Step: 26200, Step Loss: 4.76 INFO:Pipeline: Time: 01:42:33, Epoch: 5, Step: 26300, Step Loss: 4.75 INFO:Pipeline: Time: 01:42:55, Epoch: 5, Step: 26400, Step Loss: 4.79 INFO:Pipeline: Time: 01:43:18, Epoch: 5, Step: 26500, Step Loss: 4.77 INFO:Pipeline: Time: 01:43:40, Epoch: 5, Step: 26600, Step Loss: 4.72 INFO:Pipeline: Time: 01:44:02, Epoch: 5, Step: 26700, Step Loss: 4.77 INFO:Pipeline: Time: 01:44:25, Epoch: 5, Step: 26800, Step Loss: 4.72 INFO:Pipeline: Time: 01:44:47, Epoch: 5, Step: 26900, Step Loss: 4.74 INFO:Pipeline: Time: 01:45:09, Epoch: 5, Step: 27000, Step Loss: 4.73 INFO:Pipeline: Eval Loss: 4.60, Perplexity: 99.17 INFO:Pipeline: Time: 01:45:35, Epoch: 5, Step: 27100, Step Loss: 4.70 INFO:Pipeline: Time: 01:45:57, Epoch: 5, Step: 27200, Step Loss: 4.74 INFO:Pipeline: Time: 01:46:20, Epoch: 5, Step: 27300, Step Loss: 4.74 INFO:Pipeline: Time: 01:46:42, Epoch: 5, Step: 27400, Step Loss: 4.67 INFO:Pipeline: Time: 01:47:04, Epoch: 5, Step: 27500, Step Loss: 4.71 INFO:Pipeline: Time: 01:47:27, Epoch: 5, Step: 27600, Step Loss: 4.72 INFO:Pipeline: Time: 01:47:49, Epoch: 5, Step: 27700, Step Loss: 4.77 INFO:Pipeline: Time: 01:48:11, Epoch: 5, Step: 27800, Step Loss: 4.75 INFO:Pipeline: Time: 01:48:34, Epoch: 5, Step: 27900, Step Loss: 4.72 INFO:Pipeline: Time: 01:48:56, Epoch: 5, Step: 28000, Step Loss: 4.74 INFO:Pipeline: Eval Loss: 4.58, Perplexity: 97.81 INFO:Pipeline: Time: 01:49:21, Epoch: 5, Step: 28100, Step Loss: 4.78 INFO:Pipeline: Time: 01:49:43, Epoch: 5, Step: 28200, Step Loss: 4.72 INFO:Pipeline: Time: 01:50:06, Epoch: 5, Step: 28300, Step Loss: 4.66 INFO:Pipeline: Time: 01:50:28, Epoch: 5, Step: 28400, Step Loss: 4.73 INFO:Pipeline: Time: 01:50:51, Epoch: 5, Step: 28500, Step Loss: 4.72 INFO:Pipeline: Time: 01:51:13, Epoch: 5, Step: 28600, Step Loss: 4.74 INFO:Pipeline: Time: 01:51:35, Epoch: 5, Step: 28700, Step Loss: 4.73 INFO:Pipeline: Time: 01:51:58, Epoch: 5, Step: 28800, Step Loss: 4.74 INFO:Pipeline: Time: 01:52:20, Epoch: 5, Step: 28900, Step Loss: 4.73 INFO:Pipeline: Time: 01:52:42, Epoch: 5, Step: 29000, Step Loss: 4.74 INFO:Pipeline: Eval Loss: 4.57, Perplexity: 96.58 INFO:Pipeline: Time: 01:53:07, Epoch: 5, Step: 29100, Step Loss: 4.68 INFO:Pipeline: Time: 01:53:29, Epoch: 5, Step: 29200, Step Loss: 4.68 INFO:Pipeline: Time: 01:53:52, Epoch: 5, Step: 29300, Step Loss: 4.68 INFO:Pipeline: Time: 01:54:14, Epoch: 5, Step: 29400, Step Loss: 4.72 INFO:Pipeline: Time: 01:54:37, Epoch: 5, Step: 29500, Step Loss: 4.73 INFO:Pipeline: Time: 01:54:59, Epoch: 5, Step: 29600, Step Loss: 4.71 INFO:Pipeline: Time: 01:55:21, Epoch: 5, Step: 29700, Step Loss: 4.68 INFO:Pipeline: Time: 01:55:44, Epoch: 5, Step: 29800, Step Loss: 4.68 INFO:Pipeline: Time: 01:56:06, Epoch: 5, Step: 29900, Step Loss: 4.72 INFO:Pipeline: Time: 01:56:28, Epoch: 5, Step: 30000, Step Loss: 4.74 INFO:Pipeline: Eval Loss: 4.56, Perplexity: 95.48 INFO:Pipeline: Time: 01:56:53, Epoch: 5, Step: 30100, Step Loss: 4.75 INFO:Pipeline: Time: 01:57:16, Epoch: 5, Step: 30200, Step Loss: 4.74 INFO:Pipeline: Time: 01:57:38, Epoch: 5, Step: 30300, Step Loss: 4.70 INFO:Pipeline: Time: 01:58:00, Epoch: 5, Step: 30400, Step Loss: 4.70 INFO:Pipeline: Time: 01:58:23, Epoch: 5, Step: 30500, Step Loss: 4.65 INFO:Pipeline: Time: 01:58:45, Epoch: 6, Step: 30600, Step Loss: 4.70 INFO:Pipeline: Time: 01:59:07, Epoch: 6, Step: 30700, Step Loss: 4.73 INFO:Pipeline: Time: 01:59:30, Epoch: 6, Step: 30800, Step Loss: 4.74 INFO:Pipeline: Time: 01:59:52, Epoch: 6, Step: 30900, Step Loss: 4.65 INFO:Pipeline: Time: 02:00:15, Epoch: 6, Step: 31000, Step Loss: 4.72 INFO:Pipeline: Eval Loss: 4.55, Perplexity: 94.30 INFO:Pipeline: Time: 02:00:39, Epoch: 6, Step: 31100, Step Loss: 4.67 INFO:Pipeline: Time: 02:01:02, Epoch: 6, Step: 31200, Step Loss: 4.64 INFO:Pipeline: Time: 02:01:24, Epoch: 6, Step: 31300, Step Loss: 4.68 INFO:Pipeline: Time: 02:01:46, Epoch: 6, Step: 31400, Step Loss: 4.70 INFO:Pipeline: Time: 02:02:09, Epoch: 6, Step: 31500, Step Loss: 4.68 INFO:Pipeline: Time: 02:02:31, Epoch: 6, Step: 31600, Step Loss: 4.70 INFO:Pipeline: Time: 02:02:53, Epoch: 6, Step: 31700, Step Loss: 4.69 INFO:Pipeline: Time: 02:03:16, Epoch: 6, Step: 31800, Step Loss: 4.68 INFO:Pipeline: Time: 02:03:38, Epoch: 6, Step: 31900, Step Loss: 4.68 INFO:Pipeline: Time: 02:04:00, Epoch: 6, Step: 32000, Step Loss: 4.60 INFO:Pipeline: Eval Loss: 4.53, Perplexity: 93.18 INFO:Pipeline: Time: 02:04:25, Epoch: 6, Step: 32100, Step Loss: 4.65 INFO:Pipeline: Time: 02:04:48, Epoch: 6, Step: 32200, Step Loss: 4.69 INFO:Pipeline: Time: 02:05:10, Epoch: 6, Step: 32300, Step Loss: 4.66 INFO:Pipeline: Time: 02:05:32, Epoch: 6, Step: 32400, Step Loss: 4.71 INFO:Pipeline: Time: 02:05:54, Epoch: 6, Step: 32500, Step Loss: 4.73 INFO:Pipeline: Time: 02:06:17, Epoch: 6, Step: 32600, Step Loss: 4.69 INFO:Pipeline: Time: 02:06:39, Epoch: 6, Step: 32700, Step Loss: 4.68 INFO:Pipeline: Time: 02:07:01, Epoch: 6, Step: 32800, Step Loss: 4.67 INFO:Pipeline: Time: 02:07:23, Epoch: 6, Step: 32900, Step Loss: 4.65 INFO:Pipeline: Time: 02:07:46, Epoch: 6, Step: 33000, Step Loss: 4.69 INFO:Pipeline: Eval Loss: 4.53, Perplexity: 92.35 INFO:Pipeline: Time: 02:08:11, Epoch: 6, Step: 33100, Step Loss: 4.63 INFO:Pipeline: Time: 02:08:33, Epoch: 6, Step: 33200, Step Loss: 4.66 INFO:Pipeline: Time: 02:08:55, Epoch: 6, Step: 33300, Step Loss: 4.69 INFO:Pipeline: Time: 02:09:17, Epoch: 6, Step: 33400, Step Loss: 4.67 INFO:Pipeline: Time: 02:09:40, Epoch: 6, Step: 33500, Step Loss: 4.64 INFO:Pipeline: Time: 02:10:02, Epoch: 6, Step: 33600, Step Loss: 4.69 INFO:Pipeline: Time: 02:10:24, Epoch: 6, Step: 33700, Step Loss: 4.64 INFO:Pipeline: Time: 02:10:46, Epoch: 6, Step: 33800, Step Loss: 4.64 INFO:Pipeline: Time: 02:11:09, Epoch: 6, Step: 33900, Step Loss: 4.66 INFO:Pipeline: Time: 02:11:31, Epoch: 6, Step: 34000, Step Loss: 4.67 INFO:Pipeline: Eval Loss: 4.51, Perplexity: 91.36 INFO:Pipeline: Time: 02:11:56, Epoch: 6, Step: 34100, Step Loss: 4.64 INFO:Pipeline: Time: 02:12:18, Epoch: 6, Step: 34200, Step Loss: 4.69 INFO:Pipeline: Time: 02:12:40, Epoch: 6, Step: 34300, Step Loss: 4.61 INFO:Pipeline: Time: 02:13:03, Epoch: 6, Step: 34400, Step Loss: 4.66 INFO:Pipeline: Time: 02:13:25, Epoch: 6, Step: 34500, Step Loss: 4.66 INFO:Pipeline: Time: 02:13:47, Epoch: 6, Step: 34600, Step Loss: 4.63 INFO:Pipeline: Time: 02:14:09, Epoch: 6, Step: 34700, Step Loss: 4.65 INFO:Pipeline: Time: 02:14:32, Epoch: 6, Step: 34800, Step Loss: 4.64 INFO:Pipeline: Time: 02:14:54, Epoch: 6, Step: 34900, Step Loss: 4.60 INFO:Pipeline: Time: 02:15:16, Epoch: 6, Step: 35000, Step Loss: 4.64 INFO:Pipeline: Eval Loss: 4.51, Perplexity: 90.50 INFO:Pipeline: Time: 02:15:41, Epoch: 6, Step: 35100, Step Loss: 4.64 INFO:Pipeline: Time: 02:16:03, Epoch: 6, Step: 35200, Step Loss: 4.65 INFO:Pipeline: Time: 02:16:26, Epoch: 6, Step: 35300, Step Loss: 4.62 INFO:Pipeline: Time: 02:16:48, Epoch: 6, Step: 35400, Step Loss: 4.60 INFO:Pipeline: Time: 02:17:10, Epoch: 6, Step: 35500, Step Loss: 4.63 INFO:Pipeline: Time: 02:17:32, Epoch: 6, Step: 35600, Step Loss: 4.64 INFO:Pipeline: Time: 02:17:55, Epoch: 6, Step: 35700, Step Loss: 4.63 INFO:Pipeline: Time: 02:18:17, Epoch: 6, Step: 35800, Step Loss: 4.61 INFO:Pipeline: Time: 02:18:39, Epoch: 6, Step: 35900, Step Loss: 4.63 INFO:Pipeline: Time: 02:19:02, Epoch: 6, Step: 36000, Step Loss: 4.58 INFO:Pipeline: Eval Loss: 4.50, Perplexity: 89.61 INFO:Pipeline: Time: 02:19:26, Epoch: 6, Step: 36100, Step Loss: 4.63 INFO:Pipeline: Time: 02:19:49, Epoch: 6, Step: 36200, Step Loss: 4.60 INFO:Pipeline: Time: 02:20:11, Epoch: 6, Step: 36300, Step Loss: 4.63 INFO:Pipeline: Time: 02:20:33, Epoch: 6, Step: 36400, Step Loss: 4.64 INFO:Pipeline: Time: 02:20:56, Epoch: 6, Step: 36500, Step Loss: 4.61 INFO:Pipeline: Time: 02:21:18, Epoch: 6, Step: 36600, Step Loss: 4.61 INFO:Pipeline: Time: 02:21:40, Epoch: 7, Step: 36700, Step Loss: 4.62 INFO:Pipeline: Time: 02:22:02, Epoch: 7, Step: 36800, Step Loss: 4.64 INFO:Pipeline: Time: 02:22:25, Epoch: 7, Step: 36900, Step Loss: 4.64 INFO:Pipeline: Time: 02:22:47, Epoch: 7, Step: 37000, Step Loss: 4.66 INFO:Pipeline: Eval Loss: 4.49, Perplexity: 88.80 INFO:Pipeline: Time: 02:23:12, Epoch: 7, Step: 37100, Step Loss: 4.61 INFO:Pipeline: Time: 02:23:34, Epoch: 7, Step: 37200, Step Loss: 4.59 INFO:Pipeline: Time: 02:23:56, Epoch: 7, Step: 37300, Step Loss: 4.55 INFO:Pipeline: Time: 02:24:19, Epoch: 7, Step: 37400, Step Loss: 4.62 INFO:Pipeline: Time: 02:24:41, Epoch: 7, Step: 37500, Step Loss: 4.62 INFO:Pipeline: Time: 02:25:03, Epoch: 7, Step: 37600, Step Loss: 4.66 INFO:Pipeline: Time: 02:25:26, Epoch: 7, Step: 37700, Step Loss: 4.66 INFO:Pipeline: Time: 02:25:48, Epoch: 7, Step: 37800, Step Loss: 4.56 INFO:Pipeline: Time: 02:26:10, Epoch: 7, Step: 37900, Step Loss: 4.67 INFO:Pipeline: Time: 02:26:33, Epoch: 7, Step: 38000, Step Loss: 4.60 INFO:Pipeline: Eval Loss: 4.48, Perplexity: 88.26 INFO:Pipeline: Time: 02:26:57, Epoch: 7, Step: 38100, Step Loss: 4.66 INFO:Pipeline: Time: 02:27:20, Epoch: 7, Step: 38200, Step Loss: 4.62 INFO:Pipeline: Time: 02:27:42, Epoch: 7, Step: 38300, Step Loss: 4.62 INFO:Pipeline: Time: 02:28:04, Epoch: 7, Step: 38400, Step Loss: 4.59 INFO:Pipeline: Time: 02:28:27, Epoch: 7, Step: 38500, Step Loss: 4.57 INFO:Pipeline: Time: 02:28:49, Epoch: 7, Step: 38600, Step Loss: 4.59 INFO:Pipeline: Time: 02:29:11, Epoch: 7, Step: 38700, Step Loss: 4.56 INFO:Pipeline: Time: 02:29:33, Epoch: 7, Step: 38800, Step Loss: 4.59 INFO:Pipeline: Time: 02:29:56, Epoch: 7, Step: 38900, Step Loss: 4.62 INFO:Pipeline: Time: 02:30:18, Epoch: 7, Step: 39000, Step Loss: 4.61 INFO:Pipeline: Eval Loss: 4.47, Perplexity: 87.49 INFO:Pipeline: Time: 02:30:43, Epoch: 7, Step: 39100, Step Loss: 4.60 INFO:Pipeline: Time: 02:31:05, Epoch: 7, Step: 39200, Step Loss: 4.58 INFO:Pipeline: Time: 02:31:28, Epoch: 7, Step: 39300, Step Loss: 4.59 INFO:Pipeline: Time: 02:31:50, Epoch: 7, Step: 39400, Step Loss: 4.58 INFO:Pipeline: Time: 02:32:12, Epoch: 7, Step: 39500, Step Loss: 4.61 INFO:Pipeline: Time: 02:32:35, Epoch: 7, Step: 39600, Step Loss: 4.63 INFO:Pipeline: Time: 02:32:57, Epoch: 7, Step: 39700, Step Loss: 4.62 INFO:Pipeline: Time: 02:33:19, Epoch: 7, Step: 39800, Step Loss: 4.62 INFO:Pipeline: Time: 02:33:41, Epoch: 7, Step: 39900, Step Loss: 4.62 INFO:Pipeline: Time: 02:34:04, Epoch: 7, Step: 40000, Step Loss: 4.61 INFO:Pipeline: Eval Loss: 4.46, Perplexity: 86.77 INFO:Pipeline: Time: 02:34:29, Epoch: 7, Step: 40100, Step Loss: 4.59 INFO:Pipeline: Time: 02:34:51, Epoch: 7, Step: 40200, Step Loss: 4.55 INFO:Pipeline: Time: 02:35:13, Epoch: 7, Step: 40300, Step Loss: 4.56 INFO:Pipeline: Time: 02:35:35, Epoch: 7, Step: 40400, Step Loss: 4.59 INFO:Pipeline: Time: 02:35:58, Epoch: 7, Step: 40500, Step Loss: 4.58 INFO:Pipeline: Time: 02:36:20, Epoch: 7, Step: 40600, Step Loss: 4.52 INFO:Pipeline: Time: 02:36:42, Epoch: 7, Step: 40700, Step Loss: 4.60 INFO:Pipeline: Time: 02:37:05, Epoch: 7, Step: 40800, Step Loss: 4.59 INFO:Pipeline: Time: 02:37:27, Epoch: 7, Step: 40900, Step Loss: 4.58 INFO:Pipeline: Time: 02:37:49, Epoch: 7, Step: 41000, Step Loss: 4.57 INFO:Pipeline: Eval Loss: 4.46, Perplexity: 86.20 INFO:Pipeline: Time: 02:38:14, Epoch: 7, Step: 41100, Step Loss: 4.55 INFO:Pipeline: Time: 02:38:37, Epoch: 7, Step: 41200, Step Loss: 4.59 INFO:Pipeline: Time: 02:38:59, Epoch: 7, Step: 41300, Step Loss: 4.64 INFO:Pipeline: Time: 02:39:21, Epoch: 7, Step: 41400, Step Loss: 4.59 INFO:Pipeline: Time: 02:39:43, Epoch: 7, Step: 41500, Step Loss: 4.59 INFO:Pipeline: Time: 02:40:06, Epoch: 7, Step: 41600, Step Loss: 4.60 INFO:Pipeline: Time: 02:40:28, Epoch: 7, Step: 41700, Step Loss: 4.57 INFO:Pipeline: Time: 02:40:50, Epoch: 7, Step: 41800, Step Loss: 4.57 INFO:Pipeline: Time: 02:41:13, Epoch: 7, Step: 41900, Step Loss: 4.55 INFO:Pipeline: Time: 02:41:35, Epoch: 7, Step: 42000, Step Loss: 4.58 INFO:Pipeline: Eval Loss: 4.45, Perplexity: 85.52 INFO:Pipeline: Time: 02:42:00, Epoch: 7, Step: 42100, Step Loss: 4.56 INFO:Pipeline: Time: 02:42:22, Epoch: 7, Step: 42200, Step Loss: 4.59 INFO:Pipeline: Time: 02:42:44, Epoch: 7, Step: 42300, Step Loss: 4.55 INFO:Pipeline: Time: 02:43:07, Epoch: 7, Step: 42400, Step Loss: 4.62 INFO:Pipeline: Time: 02:43:29, Epoch: 7, Step: 42500, Step Loss: 4.63 INFO:Pipeline: Time: 02:43:51, Epoch: 7, Step: 42600, Step Loss: 4.57 INFO:Pipeline: Time: 02:44:14, Epoch: 7, Step: 42700, Step Loss: 4.56 INFO:Pipeline: Time: 02:44:36, Epoch: 8, Step: 42800, Step Loss: 4.59 INFO:Pipeline: Time: 02:44:58, Epoch: 8, Step: 42900, Step Loss: 4.58 INFO:Pipeline: Time: 02:45:20, Epoch: 8, Step: 43000, Step Loss: 4.59 INFO:Pipeline: Eval Loss: 4.44, Perplexity: 85.10 INFO:Pipeline: Time: 02:45:45, Epoch: 8, Step: 43100, Step Loss: 4.65 INFO:Pipeline: Time: 02:46:08, Epoch: 8, Step: 43200, Step Loss: 4.56 INFO:Pipeline: Time: 02:46:30, Epoch: 8, Step: 43300, Step Loss: 4.57 INFO:Pipeline: Time: 02:46:52, Epoch: 8, Step: 43400, Step Loss: 4.53 INFO:Pipeline: Time: 02:47:14, Epoch: 8, Step: 43500, Step Loss: 4.57 INFO:Pipeline: Time: 02:47:37, Epoch: 8, Step: 43600, Step Loss: 4.57 INFO:Pipeline: Time: 02:47:59, Epoch: 8, Step: 43700, Step Loss: 4.54 INFO:Pipeline: Time: 02:48:21, Epoch: 8, Step: 43800, Step Loss: 4.60 INFO:Pipeline: Time: 02:48:44, Epoch: 8, Step: 43900, Step Loss: 4.58 INFO:Pipeline: Time: 02:49:06, Epoch: 8, Step: 44000, Step Loss: 4.57 INFO:Pipeline: Eval Loss: 4.44, Perplexity: 84.48 INFO:Pipeline: Time: 02:49:31, Epoch: 8, Step: 44100, Step Loss: 4.60 INFO:Pipeline: Time: 02:49:53, Epoch: 8, Step: 44200, Step Loss: 4.56 INFO:Pipeline: Time: 02:50:15, Epoch: 8, Step: 44300, Step Loss: 4.53 INFO:Pipeline: Time: 02:50:38, Epoch: 8, Step: 44400, Step Loss: 4.54 INFO:Pipeline: Time: 02:51:00, Epoch: 8, Step: 44500, Step Loss: 4.58 INFO:Pipeline: Time: 02:51:22, Epoch: 8, Step: 44600, Step Loss: 4.52 INFO:Pipeline: Time: 02:51:44, Epoch: 8, Step: 44700, Step Loss: 4.54 INFO:Pipeline: Time: 02:52:06, Epoch: 8, Step: 44800, Step Loss: 4.56 INFO:Pipeline: Time: 02:52:29, Epoch: 8, Step: 44900, Step Loss: 4.58 INFO:Pipeline: Time: 02:52:51, Epoch: 8, Step: 45000, Step Loss: 4.53 INFO:Pipeline: Eval Loss: 4.43, Perplexity: 83.95 INFO:Pipeline: Time: 02:53:16, Epoch: 8, Step: 45100, Step Loss: 4.52 INFO:Pipeline: Time: 02:53:38, Epoch: 8, Step: 45200, Step Loss: 4.53 INFO:Pipeline: Time: 02:54:00, Epoch: 8, Step: 45300, Step Loss: 4.57 INFO:Pipeline: Time: 02:54:23, Epoch: 8, Step: 45400, Step Loss: 4.50 INFO:Pipeline: Time: 02:54:45, Epoch: 8, Step: 45500, Step Loss: 4.51 INFO:Pipeline: Time: 02:55:07, Epoch: 8, Step: 45600, Step Loss: 4.59 INFO:Pipeline: Time: 02:55:30, Epoch: 8, Step: 45700, Step Loss: 4.55 INFO:Pipeline: Time: 02:55:52, Epoch: 8, Step: 45800, Step Loss: 4.52 INFO:Pipeline: Time: 02:56:14, Epoch: 8, Step: 45900, Step Loss: 4.57 INFO:Pipeline: Time: 02:56:36, Epoch: 8, Step: 46000, Step Loss: 4.55 INFO:Pipeline: Eval Loss: 4.42, Perplexity: 83.41 INFO:Pipeline: Time: 02:57:01, Epoch: 8, Step: 46100, Step Loss: 4.50 INFO:Pipeline: Time: 02:57:24, Epoch: 8, Step: 46200, Step Loss: 4.60 INFO:Pipeline: Time: 02:57:46, Epoch: 8, Step: 46300, Step Loss: 4.54 INFO:Pipeline: Time: 02:58:08, Epoch: 8, Step: 46400, Step Loss: 4.50 INFO:Pipeline: Time: 02:58:31, Epoch: 8, Step: 46500, Step Loss: 4.58 INFO:Pipeline: Time: 02:58:53, Epoch: 8, Step: 46600, Step Loss: 4.48 INFO:Pipeline: Time: 02:59:15, Epoch: 8, Step: 46700, Step Loss: 4.56 INFO:Pipeline: Time: 02:59:38, Epoch: 8, Step: 46800, Step Loss: 4.54 INFO:Pipeline: Time: 03:00:00, Epoch: 8, Step: 46900, Step Loss: 4.49 INFO:Pipeline: Time: 03:00:22, Epoch: 8, Step: 47000, Step Loss: 4.54 INFO:Pipeline: Eval Loss: 4.42, Perplexity: 83.02 INFO:Pipeline: Time: 03:00:47, Epoch: 8, Step: 47100, Step Loss: 4.49 INFO:Pipeline: Time: 03:01:09, Epoch: 8, Step: 47200, Step Loss: 4.48 INFO:Pipeline: Time: 03:01:32, Epoch: 8, Step: 47300, Step Loss: 4.51 INFO:Pipeline: Time: 03:01:54, Epoch: 8, Step: 47400, Step Loss: 4.58 INFO:Pipeline: Time: 03:02:16, Epoch: 8, Step: 47500, Step Loss: 4.49 INFO:Pipeline: Time: 03:02:38, Epoch: 8, Step: 47600, Step Loss: 4.51 INFO:Pipeline: Time: 03:03:01, Epoch: 8, Step: 47700, Step Loss: 4.54 INFO:Pipeline: Time: 03:03:23, Epoch: 8, Step: 47800, Step Loss: 4.54 INFO:Pipeline: Time: 03:03:46, Epoch: 8, Step: 47900, Step Loss: 4.60 INFO:Pipeline: Time: 03:04:08, Epoch: 8, Step: 48000, Step Loss: 4.50 INFO:Pipeline: Eval Loss: 4.41, Perplexity: 82.50 INFO:Pipeline: Time: 03:04:33, Epoch: 8, Step: 48100, Step Loss: 4.49 INFO:Pipeline: Time: 03:04:56, Epoch: 8, Step: 48200, Step Loss: 4.49 INFO:Pipeline: Time: 03:05:18, Epoch: 8, Step: 48300, Step Loss: 4.60 INFO:Pipeline: Time: 03:05:41, Epoch: 8, Step: 48400, Step Loss: 4.53 INFO:Pipeline: Time: 03:06:03, Epoch: 8, Step: 48500, Step Loss: 4.51 INFO:Pipeline: Time: 03:06:26, Epoch: 8, Step: 48600, Step Loss: 4.56 INFO:Pipeline: Time: 03:06:49, Epoch: 8, Step: 48700, Step Loss: 4.55 INFO:Pipeline: Time: 03:07:11, Epoch: 8, Step: 48800, Step Loss: 4.53 INFO:Pipeline: Time: 03:07:34, Epoch: 9, Step: 48900, Step Loss: 4.53 INFO:Pipeline: Time: 03:07:56, Epoch: 9, Step: 49000, Step Loss: 4.58 INFO:Pipeline: Eval Loss: 4.41, Perplexity: 82.20 INFO:Pipeline: Time: 03:08:21, Epoch: 9, Step: 49100, Step Loss: 4.53 INFO:Pipeline: Time: 03:08:44, Epoch: 9, Step: 49200, Step Loss: 4.51 INFO:Pipeline: Time: 03:09:06, Epoch: 9, Step: 49300, Step Loss: 4.54 INFO:Pipeline: Time: 03:09:29, Epoch: 9, Step: 49400, Step Loss: 4.54 INFO:Pipeline: Time: 03:09:51, Epoch: 9, Step: 49500, Step Loss: 4.52 INFO:Pipeline: Time: 03:10:14, Epoch: 9, Step: 49600, Step Loss: 4.45 INFO:Pipeline: Time: 03:10:36, Epoch: 9, Step: 49700, Step Loss: 4.54 INFO:Pipeline: Time: 03:10:59, Epoch: 9, Step: 49800, Step Loss: 4.53 INFO:Pipeline: Time: 03:11:21, Epoch: 9, Step: 49900, Step Loss: 4.50 INFO:Pipeline: Time: 03:11:44, Epoch: 9, Step: 50000, Step Loss: 4.49 INFO:Pipeline: Eval Loss: 4.40, Perplexity: 81.67 INFO:Pipeline: Time: 03:12:10, Epoch: 9, Step: 50100, Step Loss: 4.52 INFO:Pipeline: Time: 03:12:32, Epoch: 9, Step: 50200, Step Loss: 4.45 INFO:Pipeline: Time: 03:12:55, Epoch: 9, Step: 50300, Step Loss: 4.54 INFO:Pipeline: Time: 03:13:17, Epoch: 9, Step: 50400, Step Loss: 4.49 INFO:Pipeline: Time: 03:13:40, Epoch: 9, Step: 50500, Step Loss: 4.48 INFO:Pipeline: Time: 03:14:02, Epoch: 9, Step: 50600, Step Loss: 4.51 INFO:Pipeline: Time: 03:14:25, Epoch: 9, Step: 50700, Step Loss: 4.55 INFO:Pipeline: Time: 03:14:48, Epoch: 9, Step: 50800, Step Loss: 4.46 INFO:Pipeline: Time: 03:15:10, Epoch: 9, Step: 50900, Step Loss: 4.49 INFO:Pipeline: Time: 03:15:33, Epoch: 9, Step: 51000, Step Loss: 4.54 INFO:Pipeline: Eval Loss: 4.40, Perplexity: 81.12 INFO:Pipeline: Time: 03:15:58, Epoch: 9, Step: 51100, Step Loss: 4.51 INFO:Pipeline: Time: 03:16:21, Epoch: 9, Step: 51200, Step Loss: 4.49 INFO:Pipeline: Time: 03:16:43, Epoch: 9, Step: 51300, Step Loss: 4.45 INFO:Pipeline: Time: 03:17:06, Epoch: 9, Step: 51400, Step Loss: 4.51 INFO:Pipeline: Time: 03:17:29, Epoch: 9, Step: 51500, Step Loss: 4.46 INFO:Pipeline: Time: 03:17:51, Epoch: 9, Step: 51600, Step Loss: 4.51 INFO:Pipeline: Time: 03:18:14, Epoch: 9, Step: 51700, Step Loss: 4.48 INFO:Pipeline: Time: 03:18:37, Epoch: 9, Step: 51800, Step Loss: 4.54 INFO:Pipeline: Time: 03:18:59, Epoch: 9, Step: 51900, Step Loss: 4.50 INFO:Pipeline: Time: 03:19:22, Epoch: 9, Step: 52000, Step Loss: 4.49 INFO:Pipeline: Eval Loss: 4.39, Perplexity: 80.84 INFO:Pipeline: Time: 03:19:47, Epoch: 9, Step: 52100, Step Loss: 4.49 INFO:Pipeline: Time: 03:20:09, Epoch: 9, Step: 52200, Step Loss: 4.50 INFO:Pipeline: Time: 03:20:32, Epoch: 9, Step: 52300, Step Loss: 4.52 INFO:Pipeline: Time: 03:20:54, Epoch: 9, Step: 52400, Step Loss: 4.45 INFO:Pipeline: Time: 03:21:17, Epoch: 9, Step: 52500, Step Loss: 4.50 INFO:Pipeline: Time: 03:21:39, Epoch: 9, Step: 52600, Step Loss: 4.54 INFO:Pipeline: Time: 03:22:01, Epoch: 9, Step: 52700, Step Loss: 4.49 INFO:Pipeline: Time: 03:22:24, Epoch: 9, Step: 52800, Step Loss: 4.56 INFO:Pipeline: Time: 03:22:46, Epoch: 9, Step: 52900, Step Loss: 4.51 INFO:Pipeline: Time: 03:23:09, Epoch: 9, Step: 53000, Step Loss: 4.54 INFO:Pipeline: Eval Loss: 4.39, Perplexity: 80.46 INFO:Pipeline: Time: 03:23:34, Epoch: 9, Step: 53100, Step Loss: 4.47 INFO:Pipeline: Time: 03:23:56, Epoch: 9, Step: 53200, Step Loss: 4.46 INFO:Pipeline: Time: 03:24:18, Epoch: 9, Step: 53300, Step Loss: 4.50 INFO:Pipeline: Time: 03:24:41, Epoch: 9, Step: 53400, Step Loss: 4.48 INFO:Pipeline: Time: 03:25:03, Epoch: 9, Step: 53500, Step Loss: 4.48 INFO:Pipeline: Time: 03:25:26, Epoch: 9, Step: 53600, Step Loss: 4.49 INFO:Pipeline: Time: 03:25:48, Epoch: 9, Step: 53700, Step Loss: 4.50 INFO:Pipeline: Time: 03:26:10, Epoch: 9, Step: 53800, Step Loss: 4.50 INFO:Pipeline: Time: 03:26:33, Epoch: 9, Step: 53900, Step Loss: 4.50 INFO:Pipeline: Time: 03:26:55, Epoch: 9, Step: 54000, Step Loss: 4.49 INFO:Pipeline: Eval Loss: 4.38, Perplexity: 80.14 INFO:Pipeline: Time: 03:27:20, Epoch: 9, Step: 54100, Step Loss: 4.46 INFO:Pipeline: Time: 03:27:43, Epoch: 9, Step: 54200, Step Loss: 4.44 INFO:Pipeline: Time: 03:28:05, Epoch: 9, Step: 54300, Step Loss: 4.49 INFO:Pipeline: Time: 03:28:28, Epoch: 9, Step: 54400, Step Loss: 4.54 INFO:Pipeline: Time: 03:28:50, Epoch: 9, Step: 54500, Step Loss: 4.51 INFO:Pipeline: Time: 03:29:12, Epoch: 9, Step: 54600, Step Loss: 4.49 INFO:Pipeline: Time: 03:29:35, Epoch: 9, Step: 54700, Step Loss: 4.55 INFO:Pipeline: Time: 03:29:57, Epoch: 9, Step: 54800, Step Loss: 4.49 INFO:Pipeline: Time: 03:30:20, Epoch: 9, Step: 54900, Step Loss: 4.51 INFO:Pipeline: Time: 03:30:42, Epoch: 10, Step: 55000, Step Loss: 4.52 INFO:Pipeline: Eval Loss: 4.38, Perplexity: 79.85 INFO:Pipeline: Time: 03:31:07, Epoch: 10, Step: 55100, Step Loss: 4.49 INFO:Pipeline: Time: 03:31:30, Epoch: 10, Step: 55200, Step Loss: 4.50 INFO:Pipeline: Time: 03:31:52, Epoch: 10, Step: 55300, Step Loss: 4.44 INFO:Pipeline: Time: 03:32:14, Epoch: 10, Step: 55400, Step Loss: 4.51 INFO:Pipeline: Time: 03:32:37, Epoch: 10, Step: 55500, Step Loss: 4.51 INFO:Pipeline: Time: 03:32:59, Epoch: 10, Step: 55600, Step Loss: 4.50 INFO:Pipeline: Time: 03:33:22, Epoch: 10, Step: 55700, Step Loss: 4.43 INFO:Pipeline: Time: 03:33:44, Epoch: 10, Step: 55800, Step Loss: 4.51 INFO:Pipeline: Time: 03:34:06, Epoch: 10, Step: 55900, Step Loss: 4.50 INFO:Pipeline: Time: 03:34:29, Epoch: 10, Step: 56000, Step Loss: 4.49 INFO:Pipeline: Eval Loss: 4.38, Perplexity: 79.50 INFO:Pipeline: Time: 03:34:54, Epoch: 10, Step: 56100, Step Loss: 4.51 INFO:Pipeline: Time: 03:35:17, Epoch: 10, Step: 56200, Step Loss: 4.43 INFO:Pipeline: Time: 03:35:39, Epoch: 10, Step: 56300, Step Loss: 4.46 INFO:Pipeline: Time: 03:36:01, Epoch: 10, Step: 56400, Step Loss: 4.46 INFO:Pipeline: Time: 03:36:24, Epoch: 10, Step: 56500, Step Loss: 4.49 INFO:Pipeline: Time: 03:36:46, Epoch: 10, Step: 56600, Step Loss: 4.48 INFO:Pipeline: Time: 03:37:09, Epoch: 10, Step: 56700, Step Loss: 4.51 INFO:Pipeline: Time: 03:37:31, Epoch: 10, Step: 56800, Step Loss: 4.44 INFO:Pipeline: Time: 03:37:54, Epoch: 10, Step: 56900, Step Loss: 4.51 INFO:Pipeline: Time: 03:38:16, Epoch: 10, Step: 57000, Step Loss: 4.43 INFO:Pipeline: Eval Loss: 4.37, Perplexity: 79.17 INFO:Pipeline: Time: 03:38:41, Epoch: 10, Step: 57100, Step Loss: 4.48 INFO:Pipeline: Time: 03:39:04, Epoch: 10, Step: 57200, Step Loss: 4.46 INFO:Pipeline: Time: 03:39:26, Epoch: 10, Step: 57300, Step Loss: 4.45 INFO:Pipeline: Time: 03:39:48, Epoch: 10, Step: 57400, Step Loss: 4.46 INFO:Pipeline: Time: 03:40:11, Epoch: 10, Step: 57500, Step Loss: 4.46 INFO:Pipeline: Time: 03:40:33, Epoch: 10, Step: 57600, Step Loss: 4.42 INFO:Pipeline: Time: 03:40:56, Epoch: 10, Step: 57700, Step Loss: 4.43 INFO:Pipeline: Time: 03:41:18, Epoch: 10, Step: 57800, Step Loss: 4.39 INFO:Pipeline: Time: 03:41:41, Epoch: 10, Step: 57900, Step Loss: 4.52 INFO:Pipeline: Time: 03:42:03, Epoch: 10, Step: 58000, Step Loss: 4.50 INFO:Pipeline: Eval Loss: 4.37, Perplexity: 78.91 INFO:Pipeline: Time: 03:42:28, Epoch: 10, Step: 58100, Step Loss: 4.42 INFO:Pipeline: Time: 03:42:51, Epoch: 10, Step: 58200, Step Loss: 4.46 INFO:Pipeline: Time: 03:43:13, Epoch: 10, Step: 58300, Step Loss: 4.48 INFO:Pipeline: Time: 03:43:35, Epoch: 10, Step: 58400, Step Loss: 4.48 INFO:Pipeline: Time: 03:43:58, Epoch: 10, Step: 58500, Step Loss: 4.43 INFO:Pipeline: Time: 03:44:20, Epoch: 10, Step: 58600, Step Loss: 4.45 INFO:Pipeline: Time: 03:44:43, Epoch: 10, Step: 58700, Step Loss: 4.50 INFO:Pipeline: Time: 03:45:05, Epoch: 10, Step: 58800, Step Loss: 4.39 INFO:Pipeline: Time: 03:45:28, Epoch: 10, Step: 58900, Step Loss: 4.46 INFO:Pipeline: Time: 03:45:50, Epoch: 10, Step: 59000, Step Loss: 4.40 INFO:Pipeline: Eval Loss: 4.36, Perplexity: 78.54 INFO:Pipeline: Time: 03:46:15, Epoch: 10, Step: 59100, Step Loss: 4.53 INFO:Pipeline: Time: 03:46:38, Epoch: 10, Step: 59200, Step Loss: 4.47 INFO:Pipeline: Time: 03:47:00, Epoch: 10, Step: 59300, Step Loss: 4.48 INFO:Pipeline: Time: 03:47:23, Epoch: 10, Step: 59400, Step Loss: 4.46 INFO:Pipeline: Time: 03:47:45, Epoch: 10, Step: 59500, Step Loss: 4.47 INFO:Pipeline: Time: 03:48:07, Epoch: 10, Step: 59600, Step Loss: 4.50 INFO:Pipeline: Time: 03:48:30, Epoch: 10, Step: 59700, Step Loss: 4.45 INFO:Pipeline: Time: 03:48:52, Epoch: 10, Step: 59800, Step Loss: 4.46 INFO:Pipeline: Time: 03:49:15, Epoch: 10, Step: 59900, Step Loss: 4.41 INFO:Pipeline: Time: 03:49:37, Epoch: 10, Step: 60000, Step Loss: 4.45 INFO:Pipeline: Eval Loss: 4.36, Perplexity: 78.40 INFO:Pipeline: Time: 03:50:03, Epoch: 10, Step: 60100, Step Loss: 4.44 INFO:Pipeline: Time: 03:50:25, Epoch: 10, Step: 60200, Step Loss: 4.39 INFO:Pipeline: Time: 03:50:47, Epoch: 10, Step: 60300, Step Loss: 4.40 INFO:Pipeline: Time: 03:51:10, Epoch: 10, Step: 60400, Step Loss: 4.47 INFO:Pipeline: Time: 03:51:32, Epoch: 10, Step: 60500, Step Loss: 4.48 INFO:Pipeline: Time: 03:51:55, Epoch: 10, Step: 60600, Step Loss: 4.46 INFO:Pipeline: Time: 03:52:17, Epoch: 10, Step: 60700, Step Loss: 4.43 INFO:Pipeline: Time: 03:52:40, Epoch: 10, Step: 60800, Step Loss: 4.47 INFO:Pipeline: Time: 03:53:02, Epoch: 10, Step: 60900, Step Loss: 4.45 INFO:Pipeline: Time: 03:53:24, Epoch: 10, Step: 61000, Step Loss: 4.46 INFO:Pipeline: Eval Loss: 4.36, Perplexity: 78.08 INFO:Pipeline: Time: 03:53:50, Epoch: 11, Step: 61100, Step Loss: 4.48 INFO:Pipeline: Time: 03:54:12, Epoch: 11, Step: 61200, Step Loss: 4.51 INFO:Pipeline: Time: 03:54:34, Epoch: 11, Step: 61300, Step Loss: 4.44 INFO:Pipeline: Time: 03:54:57, Epoch: 11, Step: 61400, Step Loss: 4.48 INFO:Pipeline: Time: 03:55:19, Epoch: 11, Step: 61500, Step Loss: 4.48 INFO:Pipeline: Time: 03:55:42, Epoch: 11, Step: 61600, Step Loss: 4.45 INFO:Pipeline: Time: 03:56:04, Epoch: 11, Step: 61700, Step Loss: 4.45 INFO:Pipeline: Time: 03:56:26, Epoch: 11, Step: 61800, Step Loss: 4.44 INFO:Pipeline: Time: 03:56:49, Epoch: 11, Step: 61900, Step Loss: 4.41 INFO:Pipeline: Time: 03:57:11, Epoch: 11, Step: 62000, Step Loss: 4.44 INFO:Pipeline: Eval Loss: 4.35, Perplexity: 77.74 INFO:Pipeline: Time: 03:57:37, Epoch: 11, Step: 62100, Step Loss: 4.41 INFO:Pipeline: Time: 03:57:59, Epoch: 11, Step: 62200, Step Loss: 4.40 INFO:Pipeline: Time: 03:58:21, Epoch: 11, Step: 62300, Step Loss: 4.44 INFO:Pipeline: Time: 03:58:44, Epoch: 11, Step: 62400, Step Loss: 4.48 INFO:Pipeline: Time: 03:59:06, Epoch: 11, Step: 62500, Step Loss: 4.44 INFO:Pipeline: Time: 03:59:29, Epoch: 11, Step: 62600, Step Loss: 4.39 INFO:Pipeline: Time: 03:59:51, Epoch: 11, Step: 62700, Step Loss: 4.43 INFO:Pipeline: Time: 04:00:13, Epoch: 11, Step: 62800, Step Loss: 4.51 INFO:Pipeline: Time: 04:00:36, Epoch: 11, Step: 62900, Step Loss: 4.46 INFO:Pipeline: Time: 04:00:58, Epoch: 11, Step: 63000, Step Loss: 4.49 INFO:Pipeline: Eval Loss: 4.35, Perplexity: 77.54 INFO:Pipeline: Time: 04:01:23, Epoch: 11, Step: 63100, Step Loss: 4.47 INFO:Pipeline: Time: 04:01:45, Epoch: 11, Step: 63200, Step Loss: 4.42 INFO:Pipeline: Time: 04:02:08, Epoch: 11, Step: 63300, Step Loss: 4.50 INFO:Pipeline: Time: 04:02:30, Epoch: 11, Step: 63400, Step Loss: 4.45 INFO:Pipeline: Time: 04:02:53, Epoch: 11, Step: 63500, Step Loss: 4.44 INFO:Pipeline: Time: 04:03:15, Epoch: 11, Step: 63600, Step Loss: 4.47 INFO:Pipeline: Time: 04:03:38, Epoch: 11, Step: 63700, Step Loss: 4.44 INFO:Pipeline: Time: 04:04:00, Epoch: 11, Step: 63800, Step Loss: 4.46 INFO:Pipeline: Time: 04:04:22, Epoch: 11, Step: 63900, Step Loss: 4.45 INFO:Pipeline: Time: 04:04:45, Epoch: 11, Step: 64000, Step Loss: 4.50 INFO:Pipeline: Eval Loss: 4.35, Perplexity: 77.33 INFO:Pipeline: Time: 04:05:10, Epoch: 11, Step: 64100, Step Loss: 4.44 INFO:Pipeline: Time: 04:05:32, Epoch: 11, Step: 64200, Step Loss: 4.42 INFO:Pipeline: Time: 04:05:55, Epoch: 11, Step: 64300, Step Loss: 4.44 INFO:Pipeline: Time: 04:06:17, Epoch: 11, Step: 64400, Step Loss: 4.44 INFO:Pipeline: Time: 04:06:39, Epoch: 11, Step: 64500, Step Loss: 4.45 INFO:Pipeline: Time: 04:07:02, Epoch: 11, Step: 64600, Step Loss: 4.42 INFO:Pipeline: Time: 04:07:24, Epoch: 11, Step: 64700, Step Loss: 4.46 INFO:Pipeline: Time: 04:07:47, Epoch: 11, Step: 64800, Step Loss: 4.39 INFO:Pipeline: Time: 04:08:09, Epoch: 11, Step: 64900, Step Loss: 4.42 INFO:Pipeline: Time: 04:08:32, Epoch: 11, Step: 65000, Step Loss: 4.39 INFO:Pipeline: Eval Loss: 4.34, Perplexity: 77.02 INFO:Pipeline: Time: 04:08:56, Epoch: 11, Step: 65100, Step Loss: 4.38 INFO:Pipeline: Time: 04:09:19, Epoch: 11, Step: 65200, Step Loss: 4.40 INFO:Pipeline: Time: 04:09:41, Epoch: 11, Step: 65300, Step Loss: 4.43 INFO:Pipeline: Time: 04:10:04, Epoch: 11, Step: 65400, Step Loss: 4.46 INFO:Pipeline: Time: 04:10:26, Epoch: 11, Step: 65500, Step Loss: 4.45 INFO:Pipeline: Time: 04:10:48, Epoch: 11, Step: 65600, Step Loss: 4.49 INFO:Pipeline: Time: 04:11:11, Epoch: 11, Step: 65700, Step Loss: 4.37 INFO:Pipeline: Time: 04:11:33, Epoch: 11, Step: 65800, Step Loss: 4.50 INFO:Pipeline: Time: 04:11:55, Epoch: 11, Step: 65900, Step Loss: 4.44 INFO:Pipeline: Time: 04:12:18, Epoch: 11, Step: 66000, Step Loss: 4.47 INFO:Pipeline: Eval Loss: 4.34, Perplexity: 76.89 INFO:Pipeline: Time: 04:12:43, Epoch: 11, Step: 66100, Step Loss: 4.43 INFO:Pipeline: Time: 04:13:05, Epoch: 11, Step: 66200, Step Loss: 4.40 INFO:Pipeline: Time: 04:13:28, Epoch: 11, Step: 66300, Step Loss: 4.42 INFO:Pipeline: Time: 04:13:50, Epoch: 11, Step: 66400, Step Loss: 4.44 INFO:Pipeline: Time: 04:14:12, Epoch: 11, Step: 66500, Step Loss: 4.47 INFO:Pipeline: Time: 04:14:35, Epoch: 11, Step: 66600, Step Loss: 4.47 INFO:Pipeline: Time: 04:14:57, Epoch: 11, Step: 66700, Step Loss: 4.47 INFO:Pipeline: Time: 04:15:19, Epoch: 11, Step: 66800, Step Loss: 4.38 INFO:Pipeline: Time: 04:15:42, Epoch: 11, Step: 66900, Step Loss: 4.42 INFO:Pipeline: Time: 04:16:04, Epoch: 11, Step: 67000, Step Loss: 4.42 INFO:Pipeline: Eval Loss: 4.34, Perplexity: 76.74 INFO:Pipeline: Time: 04:16:29, Epoch: 11, Step: 67100, Step Loss: 4.44 INFO:Pipeline: Time: 04:16:52, Epoch: 12, Step: 67200, Step Loss: 4.44 INFO:Pipeline: Time: 04:17:14, Epoch: 12, Step: 67300, Step Loss: 4.45 INFO:Pipeline: Time: 04:17:36, Epoch: 12, Step: 67400, Step Loss: 4.42 INFO:Pipeline: Time: 04:17:59, Epoch: 12, Step: 67500, Step Loss: 4.41 INFO:Pipeline: Time: 04:18:21, Epoch: 12, Step: 67600, Step Loss: 4.43 INFO:Pipeline: Time: 04:18:44, Epoch: 12, Step: 67700, Step Loss: 4.39 INFO:Pipeline: Time: 04:19:06, Epoch: 12, Step: 67800, Step Loss: 4.43 INFO:Pipeline: Time: 04:19:28, Epoch: 12, Step: 67900, Step Loss: 4.46 INFO:Pipeline: Time: 04:19:51, Epoch: 12, Step: 68000, Step Loss: 4.45 INFO:Pipeline: Eval Loss: 4.34, Perplexity: 76.47 INFO:Pipeline: Time: 04:20:16, Epoch: 12, Step: 68100, Step Loss: 4.45 INFO:Pipeline: Time: 04:20:39, Epoch: 12, Step: 68200, Step Loss: 4.44 INFO:Pipeline: Time: 04:21:01, Epoch: 12, Step: 68300, Step Loss: 4.47 INFO:Pipeline: Time: 04:21:23, Epoch: 12, Step: 68400, Step Loss: 4.46 INFO:Pipeline: Time: 04:21:46, Epoch: 12, Step: 68500, Step Loss: 4.42 INFO:Pipeline: Time: 04:22:08, Epoch: 12, Step: 68600, Step Loss: 4.41 INFO:Pipeline: Time: 04:22:31, Epoch: 12, Step: 68700, Step Loss: 4.47 INFO:Pipeline: Time: 04:22:53, Epoch: 12, Step: 68800, Step Loss: 4.39 INFO:Pipeline: Time: 04:23:15, Epoch: 12, Step: 68900, Step Loss: 4.45 INFO:Pipeline: Time: 04:23:38, Epoch: 12, Step: 69000, Step Loss: 4.42 INFO:Pipeline: Eval Loss: 4.34, Perplexity: 76.34 INFO:Pipeline: Time: 04:24:03, Epoch: 12, Step: 69100, Step Loss: 4.45 INFO:Pipeline: Time: 04:24:25, Epoch: 12, Step: 69200, Step Loss: 4.42 INFO:Pipeline: Time: 04:24:48, Epoch: 12, Step: 69300, Step Loss: 4.45 INFO:Pipeline: Time: 04:25:10, Epoch: 12, Step: 69400, Step Loss: 4.39 INFO:Pipeline: Time: 04:25:32, Epoch: 12, Step: 69500, Step Loss: 4.40 INFO:Pipeline: Time: 04:25:55, Epoch: 12, Step: 69600, Step Loss: 4.41 INFO:Pipeline: Time: 04:26:17, Epoch: 12, Step: 69700, Step Loss: 4.51 INFO:Pipeline: Time: 04:26:39, Epoch: 12, Step: 69800, Step Loss: 4.44 INFO:Pipeline: Time: 04:27:02, Epoch: 12, Step: 69900, Step Loss: 4.46 INFO:Pipeline: Time: 04:27:24, Epoch: 12, Step: 70000, Step Loss: 4.45 INFO:Pipeline: Eval Loss: 4.33, Perplexity: 76.00 INFO:Pipeline: Time: 04:27:49, Epoch: 12, Step: 70100, Step Loss: 4.44 INFO:Pipeline: Time: 04:28:12, Epoch: 12, Step: 70200, Step Loss: 4.43 INFO:Pipeline: Time: 04:28:34, Epoch: 12, Step: 70300, Step Loss: 4.45 INFO:Pipeline: Time: 04:28:57, Epoch: 12, Step: 70400, Step Loss: 4.45 INFO:Pipeline: Time: 04:29:19, Epoch: 12, Step: 70500, Step Loss: 4.39 INFO:Pipeline: Time: 04:29:41, Epoch: 12, Step: 70600, Step Loss: 4.39 INFO:Pipeline: Time: 04:30:04, Epoch: 12, Step: 70700, Step Loss: 4.36 INFO:Pipeline: Time: 04:30:26, Epoch: 12, Step: 70800, Step Loss: 4.42 INFO:Pipeline: Time: 04:30:49, Epoch: 12, Step: 70900, Step Loss: 4.42 INFO:Pipeline: Time: 04:31:11, Epoch: 12, Step: 71000, Step Loss: 4.40 INFO:Pipeline: Eval Loss: 4.33, Perplexity: 75.93 INFO:Pipeline: Time: 04:31:36, Epoch: 12, Step: 71100, Step Loss: 4.42 INFO:Pipeline: Time: 04:31:59, Epoch: 12, Step: 71200, Step Loss: 4.42 INFO:Pipeline: Time: 04:32:21, Epoch: 12, Step: 71300, Step Loss: 4.43 INFO:Pipeline: Time: 04:32:44, Epoch: 12, Step: 71400, Step Loss: 4.41 INFO:Pipeline: Time: 04:33:06, Epoch: 12, Step: 71500, Step Loss: 4.40 INFO:Pipeline: Time: 04:33:28, Epoch: 12, Step: 71600, Step Loss: 4.44 INFO:Pipeline: Time: 04:33:51, Epoch: 12, Step: 71700, Step Loss: 4.37 INFO:Pipeline: Time: 04:34:13, Epoch: 12, Step: 71800, Step Loss: 4.41 INFO:Pipeline: Time: 04:34:36, Epoch: 12, Step: 71900, Step Loss: 4.41 INFO:Pipeline: Time: 04:34:58, Epoch: 12, Step: 72000, Step Loss: 4.43 INFO:Pipeline: Eval Loss: 4.33, Perplexity: 75.81 INFO:Pipeline: Time: 04:35:23, Epoch: 12, Step: 72100, Step Loss: 4.44 INFO:Pipeline: Time: 04:35:45, Epoch: 12, Step: 72200, Step Loss: 4.42 INFO:Pipeline: Time: 04:36:08, Epoch: 12, Step: 72300, Step Loss: 4.38 INFO:Pipeline: Time: 04:36:30, Epoch: 12, Step: 72400, Step Loss: 4.47 INFO:Pipeline: Time: 04:36:53, Epoch: 12, Step: 72500, Step Loss: 4.38 INFO:Pipeline: Time: 04:37:15, Epoch: 12, Step: 72600, Step Loss: 4.36 INFO:Pipeline: Time: 04:37:37, Epoch: 12, Step: 72700, Step Loss: 4.42 INFO:Pipeline: Time: 04:38:00, Epoch: 12, Step: 72800, Step Loss: 4.42 INFO:Pipeline: Time: 04:38:22, Epoch: 12, Step: 72900, Step Loss: 4.39 INFO:Pipeline: Time: 04:38:45, Epoch: 12, Step: 73000, Step Loss: 4.40 INFO:Pipeline: Eval Loss: 4.33, Perplexity: 75.66 INFO:Pipeline: Time: 04:39:09, Epoch: 12, Step: 73100, Step Loss: 4.39 INFO:Pipeline: Time: 04:39:32, Epoch: 12, Step: 73200, Step Loss: 4.42 INFO:Pipeline: Time: 04:39:54, Epoch: 13, Step: 73300, Step Loss: 4.39 INFO:Pipeline: Time: 04:40:16, Epoch: 13, Step: 73400, Step Loss: 4.40 INFO:Pipeline: Time: 04:40:39, Epoch: 13, Step: 73500, Step Loss: 4.40 INFO:Pipeline: Time: 04:41:01, Epoch: 13, Step: 73600, Step Loss: 4.40 INFO:Pipeline: Time: 04:41:24, Epoch: 13, Step: 73700, Step Loss: 4.37 INFO:Pipeline: Time: 04:41:46, Epoch: 13, Step: 73800, Step Loss: 4.43 INFO:Pipeline: Time: 04:42:08, Epoch: 13, Step: 73900, Step Loss: 4.38 INFO:Pipeline: Time: 04:42:31, Epoch: 13, Step: 74000, Step Loss: 4.43 INFO:Pipeline: Eval Loss: 4.32, Perplexity: 75.49 INFO:Pipeline: Time: 04:42:56, Epoch: 13, Step: 74100, Step Loss: 4.45 INFO:Pipeline: Time: 04:43:18, Epoch: 13, Step: 74200, Step Loss: 4.39 INFO:Pipeline: Time: 04:43:41, Epoch: 13, Step: 74300, Step Loss: 4.40 INFO:Pipeline: Time: 04:44:03, Epoch: 13, Step: 74400, Step Loss: 4.41 INFO:Pipeline: Time: 04:44:25, Epoch: 13, Step: 74500, Step Loss: 4.46 INFO:Pipeline: Time: 04:44:48, Epoch: 13, Step: 74600, Step Loss: 4.45 INFO:Pipeline: Time: 04:45:10, Epoch: 13, Step: 74700, Step Loss: 4.41 INFO:Pipeline: Time: 04:45:33, Epoch: 13, Step: 74800, Step Loss: 4.40 INFO:Pipeline: Time: 04:45:55, Epoch: 13, Step: 74900, Step Loss: 4.43 INFO:Pipeline: Time: 04:46:18, Epoch: 13, Step: 75000, Step Loss: 4.38 INFO:Pipeline: Eval Loss: 4.32, Perplexity: 75.28 INFO:Pipeline: Time: 04:46:43, Epoch: 13, Step: 75100, Step Loss: 4.40 INFO:Pipeline: Time: 04:47:05, Epoch: 13, Step: 75200, Step Loss: 4.45 INFO:Pipeline: Time: 04:47:28, Epoch: 13, Step: 75300, Step Loss: 4.39 INFO:Pipeline: Time: 04:47:50, Epoch: 13, Step: 75400, Step Loss: 4.42 INFO:Pipeline: Time: 04:48:12, Epoch: 13, Step: 75500, Step Loss: 4.42 INFO:Pipeline: Time: 04:48:35, Epoch: 13, Step: 75600, Step Loss: 4.41 INFO:Pipeline: Time: 04:48:57, Epoch: 13, Step: 75700, Step Loss: 4.40 INFO:Pipeline: Time: 04:49:20, Epoch: 13, Step: 75800, Step Loss: 4.42 INFO:Pipeline: Time: 04:49:42, Epoch: 13, Step: 75900, Step Loss: 4.38 INFO:Pipeline: Time: 04:50:04, Epoch: 13, Step: 76000, Step Loss: 4.42 INFO:Pipeline: Eval Loss: 4.32, Perplexity: 75.25 INFO:Pipeline: Time: 04:50:29, Epoch: 13, Step: 76100, Step Loss: 4.41 INFO:Pipeline: Time: 04:50:52, Epoch: 13, Step: 76200, Step Loss: 4.41 INFO:Pipeline: Time: 04:51:14, Epoch: 13, Step: 76300, Step Loss: 4.40 INFO:Pipeline: Time: 04:51:37, Epoch: 13, Step: 76400, Step Loss: 4.41 INFO:Pipeline: Time: 04:51:59, Epoch: 13, Step: 76500, Step Loss: 4.41 INFO:Pipeline: Time: 04:52:21, Epoch: 13, Step: 76600, Step Loss: 4.35 INFO:Pipeline: Time: 04:52:44, Epoch: 13, Step: 76700, Step Loss: 4.36 INFO:Pipeline: Time: 04:53:06, Epoch: 13, Step: 76800, Step Loss: 4.39 INFO:Pipeline: Time: 04:53:29, Epoch: 13, Step: 76900, Step Loss: 4.43 INFO:Pipeline: Time: 04:53:51, Epoch: 13, Step: 77000, Step Loss: 4.41 INFO:Pipeline: Eval Loss: 4.32, Perplexity: 74.95 INFO:Pipeline: Time: 04:54:16, Epoch: 13, Step: 77100, Step Loss: 4.43 INFO:Pipeline: Time: 04:54:38, Epoch: 13, Step: 77200, Step Loss: 4.41 INFO:Pipeline: Time: 04:55:01, Epoch: 13, Step: 77300, Step Loss: 4.39 INFO:Pipeline: Time: 04:55:23, Epoch: 13, Step: 77400, Step Loss: 4.40 INFO:Pipeline: Time: 04:55:45, Epoch: 13, Step: 77500, Step Loss: 4.43 INFO:Pipeline: Time: 04:56:08, Epoch: 13, Step: 77600, Step Loss: 4.42 INFO:Pipeline: Time: 04:56:30, Epoch: 13, Step: 77700, Step Loss: 4.33 INFO:Pipeline: Time: 04:56:53, Epoch: 13, Step: 77800, Step Loss: 4.39 INFO:Pipeline: Time: 04:57:15, Epoch: 13, Step: 77900, Step Loss: 4.37 INFO:Pipeline: Time: 04:57:38, Epoch: 13, Step: 78000, Step Loss: 4.37 INFO:Pipeline: Eval Loss: 4.32, Perplexity: 74.88 INFO:Pipeline: Time: 04:58:02, Epoch: 13, Step: 78100, Step Loss: 4.39 INFO:Pipeline: Time: 04:58:25, Epoch: 13, Step: 78200, Step Loss: 4.45 INFO:Pipeline: Time: 04:58:47, Epoch: 13, Step: 78300, Step Loss: 4.44 INFO:Pipeline: Time: 04:59:10, Epoch: 13, Step: 78400, Step Loss: 4.39 INFO:Pipeline: Time: 04:59:32, Epoch: 13, Step: 78500, Step Loss: 4.39 INFO:Pipeline: Time: 04:59:55, Epoch: 13, Step: 78600, Step Loss: 4.41 INFO:Pipeline: Time: 05:00:17, Epoch: 13, Step: 78700, Step Loss: 4.45 INFO:Pipeline: Time: 05:00:39, Epoch: 13, Step: 78800, Step Loss: 4.45 INFO:Pipeline: Time: 05:01:02, Epoch: 13, Step: 78900, Step Loss: 4.40 INFO:Pipeline: Time: 05:01:24, Epoch: 13, Step: 79000, Step Loss: 4.43 INFO:Pipeline: Eval Loss: 4.31, Perplexity: 74.75 INFO:Pipeline: Time: 05:01:49, Epoch: 13, Step: 79100, Step Loss: 4.36 INFO:Pipeline: Time: 05:02:11, Epoch: 13, Step: 79200, Step Loss: 4.36 INFO:Pipeline: Time: 05:02:34, Epoch: 13, Step: 79300, Step Loss: 4.37 INFO:Pipeline: Time: 05:02:56, Epoch: 14, Step: 79400, Step Loss: 4.46 INFO:Pipeline: Time: 05:03:19, Epoch: 14, Step: 79500, Step Loss: 4.39 INFO:Pipeline: Time: 05:03:41, Epoch: 14, Step: 79600, Step Loss: 4.45 INFO:Pipeline: Time: 05:04:03, Epoch: 14, Step: 79700, Step Loss: 4.37 INFO:Pipeline: Time: 05:04:26, Epoch: 14, Step: 79800, Step Loss: 4.44 INFO:Pipeline: Time: 05:04:48, Epoch: 14, Step: 79900, Step Loss: 4.33 INFO:Pipeline: Time: 05:05:11, Epoch: 14, Step: 80000, Step Loss: 4.39 INFO:Pipeline: Eval Loss: 4.31, Perplexity: 74.58 INFO:Pipeline: Time: 05:05:36, Epoch: 14, Step: 80100, Step Loss: 4.41 INFO:Pipeline: Time: 05:05:58, Epoch: 14, Step: 80200, Step Loss: 4.39 INFO:Pipeline: Time: 05:06:20, Epoch: 14, Step: 80300, Step Loss: 4.38 INFO:Pipeline: Time: 05:06:43, Epoch: 14, Step: 80400, Step Loss: 4.41 INFO:Pipeline: Time: 05:07:05, Epoch: 14, Step: 80500, Step Loss: 4.38 INFO:Pipeline: Time: 05:07:28, Epoch: 14, Step: 80600, Step Loss: 4.42 INFO:Pipeline: Time: 05:07:50, Epoch: 14, Step: 80700, Step Loss: 4.39 INFO:Pipeline: Time: 05:08:13, Epoch: 14, Step: 80800, Step Loss: 4.39 INFO:Pipeline: Time: 05:08:35, Epoch: 14, Step: 80900, Step Loss: 4.43 INFO:Pipeline: Time: 05:08:57, Epoch: 14, Step: 81000, Step Loss: 4.43 INFO:Pipeline: Eval Loss: 4.31, Perplexity: 74.54 INFO:Pipeline: Time: 05:09:22, Epoch: 14, Step: 81100, Step Loss: 4.40 INFO:Pipeline: Time: 05:09:45, Epoch: 14, Step: 81200, Step Loss: 4.37 INFO:Pipeline: Time: 05:10:07, Epoch: 14, Step: 81300, Step Loss: 4.38 INFO:Pipeline: Time: 05:10:29, Epoch: 14, Step: 81400, Step Loss: 4.42 INFO:Pipeline: Time: 05:10:52, Epoch: 14, Step: 81500, Step Loss: 4.38 INFO:Pipeline: Time: 05:11:14, Epoch: 14, Step: 81600, Step Loss: 4.39 INFO:Pipeline: Time: 05:11:37, Epoch: 14, Step: 81700, Step Loss: 4.36 INFO:Pipeline: Time: 05:11:59, Epoch: 14, Step: 81800, Step Loss: 4.35 INFO:Pipeline: Time: 05:12:22, Epoch: 14, Step: 81900, Step Loss: 4.39 INFO:Pipeline: Time: 05:12:44, Epoch: 14, Step: 82000, Step Loss: 4.39 INFO:Pipeline: Eval Loss: 4.31, Perplexity: 74.42 INFO:Pipeline: Time: 05:13:09, Epoch: 14, Step: 82100, Step Loss: 4.38 INFO:Pipeline: Time: 05:13:31, Epoch: 14, Step: 82200, Step Loss: 4.39 INFO:Pipeline: Time: 05:13:53, Epoch: 14, Step: 82300, Step Loss: 4.40 INFO:Pipeline: Time: 05:14:16, Epoch: 14, Step: 82400, Step Loss: 4.40 INFO:Pipeline: Time: 05:14:38, Epoch: 14, Step: 82500, Step Loss: 4.45 INFO:Pipeline: Time: 05:15:01, Epoch: 14, Step: 82600, Step Loss: 4.41 INFO:Pipeline: Time: 05:15:23, Epoch: 14, Step: 82700, Step Loss: 4.40 INFO:Pipeline: Time: 05:15:45, Epoch: 14, Step: 82800, Step Loss: 4.45 INFO:Pipeline: Time: 05:16:08, Epoch: 14, Step: 82900, Step Loss: 4.42 INFO:Pipeline: Time: 05:16:30, Epoch: 14, Step: 83000, Step Loss: 4.40 INFO:Pipeline: Eval Loss: 4.31, Perplexity: 74.27 INFO:Pipeline: Time: 05:16:55, Epoch: 14, Step: 83100, Step Loss: 4.40 INFO:Pipeline: Time: 05:17:17, Epoch: 14, Step: 83200, Step Loss: 4.42 INFO:Pipeline: Time: 05:17:40, Epoch: 14, Step: 83300, Step Loss: 4.37 INFO:Pipeline: Time: 05:18:02, Epoch: 14, Step: 83400, Step Loss: 4.43 INFO:Pipeline: Time: 05:18:25, Epoch: 14, Step: 83500, Step Loss: 4.34 INFO:Pipeline: Time: 05:18:47, Epoch: 14, Step: 83600, Step Loss: 4.36 INFO:Pipeline: Time: 05:19:09, Epoch: 14, Step: 83700, Step Loss: 4.35 INFO:Pipeline: Time: 05:19:32, Epoch: 14, Step: 83800, Step Loss: 4.35 INFO:Pipeline: Time: 05:19:54, Epoch: 14, Step: 83900, Step Loss: 4.46 INFO:Pipeline: Time: 05:20:17, Epoch: 14, Step: 84000, Step Loss: 4.42 INFO:Pipeline: Eval Loss: 4.31, Perplexity: 74.19 INFO:Pipeline: Time: 05:20:42, Epoch: 14, Step: 84100, Step Loss: 4.42 INFO:Pipeline: Time: 05:21:04, Epoch: 14, Step: 84200, Step Loss: 4.42 INFO:Pipeline: Time: 05:21:27, Epoch: 14, Step: 84300, Step Loss: 4.38 INFO:Pipeline: Time: 05:21:49, Epoch: 14, Step: 84400, Step Loss: 4.38 INFO:Pipeline: Time: 05:22:11, Epoch: 14, Step: 84500, Step Loss: 4.40 INFO:Pipeline: Time: 05:22:34, Epoch: 14, Step: 84600, Step Loss: 4.41 INFO:Pipeline: Time: 05:22:56, Epoch: 14, Step: 84700, Step Loss: 4.36 INFO:Pipeline: Time: 05:23:19, Epoch: 14, Step: 84800, Step Loss: 4.38 INFO:Pipeline: Time: 05:23:41, Epoch: 14, Step: 84900, Step Loss: 4.35 INFO:Pipeline: Time: 05:24:04, Epoch: 14, Step: 85000, Step Loss: 4.42 INFO:Pipeline: Eval Loss: 4.31, Perplexity: 74.14 INFO:Pipeline: Time: 05:24:28, Epoch: 14, Step: 85100, Step Loss: 4.42 INFO:Pipeline: Time: 05:24:51, Epoch: 14, Step: 85200, Step Loss: 4.41 INFO:Pipeline: Time: 05:25:13, Epoch: 14, Step: 85300, Step Loss: 4.42 INFO:Pipeline: Time: 05:25:36, Epoch: 14, Step: 85400, Step Loss: 4.35 INFO:Pipeline: Time: 05:25:58, Epoch: 15, Step: 85500, Step Loss: 4.41 INFO:Pipeline: Time: 05:26:20, Epoch: 15, Step: 85600, Step Loss: 4.35 INFO:Pipeline: Time: 05:26:43, Epoch: 15, Step: 85700, Step Loss: 4.36 INFO:Pipeline: Time: 05:27:05, Epoch: 15, Step: 85800, Step Loss: 4.42 INFO:Pipeline: Time: 05:27:28, Epoch: 15, Step: 85900, Step Loss: 4.44 INFO:Pipeline: Time: 05:27:50, Epoch: 15, Step: 86000, Step Loss: 4.37 INFO:Pipeline: Eval Loss: 4.30, Perplexity: 73.95 INFO:Pipeline: Time: 05:28:15, Epoch: 15, Step: 86100, Step Loss: 4.38 INFO:Pipeline: Time: 05:28:37, Epoch: 15, Step: 86200, Step Loss: 4.39 INFO:Pipeline: Time: 05:29:00, Epoch: 15, Step: 86300, Step Loss: 4.36 INFO:Pipeline: Time: 05:29:22, Epoch: 15, Step: 86400, Step Loss: 4.41 INFO:Pipeline: Time: 05:29:44, Epoch: 15, Step: 86500, Step Loss: 4.43 INFO:Pipeline: Time: 05:30:07, Epoch: 15, Step: 86600, Step Loss: 4.37 INFO:Pipeline: Time: 05:30:29, Epoch: 15, Step: 86700, Step Loss: 4.43 INFO:Pipeline: Time: 05:30:52, Epoch: 15, Step: 86800, Step Loss: 4.41 INFO:Pipeline: Time: 05:31:14, Epoch: 15, Step: 86900, Step Loss: 4.35 INFO:Pipeline: Time: 05:31:36, Epoch: 15, Step: 87000, Step Loss: 4.40 INFO:Pipeline: Eval Loss: 4.30, Perplexity: 73.87 INFO:Pipeline: Time: 05:32:01, Epoch: 15, Step: 87100, Step Loss: 4.37 INFO:Pipeline: Time: 05:32:24, Epoch: 15, Step: 87200, Step Loss: 4.38 INFO:Pipeline: Time: 05:32:46, Epoch: 15, Step: 87300, Step Loss: 4.40 INFO:Pipeline: Time: 05:33:08, Epoch: 15, Step: 87400, Step Loss: 4.39 INFO:Pipeline: Time: 05:33:31, Epoch: 15, Step: 87500, Step Loss: 4.35 INFO:Pipeline: Time: 05:33:53, Epoch: 15, Step: 87600, Step Loss: 4.37 INFO:Pipeline: Time: 05:34:16, Epoch: 15, Step: 87700, Step Loss: 4.39 INFO:Pipeline: Time: 05:34:38, Epoch: 15, Step: 87800, Step Loss: 4.46 INFO:Pipeline: Time: 05:35:01, Epoch: 15, Step: 87900, Step Loss: 4.40 INFO:Pipeline: Time: 05:35:23, Epoch: 15, Step: 88000, Step Loss: 4.44 INFO:Pipeline: Eval Loss: 4.30, Perplexity: 73.84 INFO:Pipeline: Time: 05:35:48, Epoch: 15, Step: 88100, Step Loss: 4.37 INFO:Pipeline: Time: 05:36:10, Epoch: 15, Step: 88200, Step Loss: 4.39 INFO:Pipeline: Time: 05:36:33, Epoch: 15, Step: 88300, Step Loss: 4.40 INFO:Pipeline: Time: 05:36:55, Epoch: 15, Step: 88400, Step Loss: 4.41 INFO:Pipeline: Time: 05:37:17, Epoch: 15, Step: 88500, Step Loss: 4.37 INFO:Pipeline: Time: 05:37:40, Epoch: 15, Step: 88600, Step Loss: 4.37 INFO:Pipeline: Time: 05:38:02, Epoch: 15, Step: 88700, Step Loss: 4.36 INFO:Pipeline: Time: 05:38:24, Epoch: 15, Step: 88800, Step Loss: 4.37 INFO:Pipeline: Time: 05:38:47, Epoch: 15, Step: 88900, Step Loss: 4.38 INFO:Pipeline: Time: 05:39:09, Epoch: 15, Step: 89000, Step Loss: 4.42 INFO:Pipeline: Eval Loss: 4.30, Perplexity: 73.71 INFO:Pipeline: Time: 05:39:34, Epoch: 15, Step: 89100, Step Loss: 4.38 INFO:Pipeline: Time: 05:39:56, Epoch: 15, Step: 89200, Step Loss: 4.39 INFO:Pipeline: Time: 05:40:19, Epoch: 15, Step: 89300, Step Loss: 4.43 INFO:Pipeline: Time: 05:40:41, Epoch: 15, Step: 89400, Step Loss: 4.37 INFO:Pipeline: Time: 05:41:04, Epoch: 15, Step: 89500, Step Loss: 4.42 INFO:Pipeline: Time: 05:41:26, Epoch: 15, Step: 89600, Step Loss: 4.42 INFO:Pipeline: Time: 05:41:48, Epoch: 15, Step: 89700, Step Loss: 4.36 INFO:Pipeline: Time: 05:42:11, Epoch: 15, Step: 89800, Step Loss: 4.39 INFO:Pipeline: Time: 05:42:33, Epoch: 15, Step: 89900, Step Loss: 4.38 INFO:Pipeline: Time: 05:42:55, Epoch: 15, Step: 90000, Step Loss: 4.36 INFO:Pipeline: Eval Loss: 4.30, Perplexity: 73.65 INFO:Pipeline: Time: 05:43:20, Epoch: 15, Step: 90100, Step Loss: 4.34 INFO:Pipeline: Time: 05:43:43, Epoch: 15, Step: 90200, Step Loss: 4.38 INFO:Pipeline: Time: 05:44:05, Epoch: 15, Step: 90300, Step Loss: 4.44 INFO:Pipeline: Time: 05:44:28, Epoch: 15, Step: 90400, Step Loss: 4.36 INFO:Pipeline: Time: 05:44:50, Epoch: 15, Step: 90500, Step Loss: 4.42 INFO:Pipeline: Time: 05:45:12, Epoch: 15, Step: 90600, Step Loss: 4.34 INFO:Pipeline: Time: 05:45:35, Epoch: 15, Step: 90700, Step Loss: 4.42 INFO:Pipeline: Time: 05:45:57, Epoch: 15, Step: 90800, Step Loss: 4.39 INFO:Pipeline: Time: 05:46:20, Epoch: 15, Step: 90900, Step Loss: 4.36 INFO:Pipeline: Time: 05:46:42, Epoch: 15, Step: 91000, Step Loss: 4.37 INFO:Pipeline: Eval Loss: 4.30, Perplexity: 73.57 INFO:Pipeline: Time: 05:47:07, Epoch: 15, Step: 91100, Step Loss: 4.35 INFO:Pipeline: Time: 05:47:29, Epoch: 15, Step: 91200, Step Loss: 4.36 INFO:Pipeline: Time: 05:47:52, Epoch: 15, Step: 91300, Step Loss: 4.40 INFO:Pipeline: Time: 05:48:14, Epoch: 15, Step: 91400, Step Loss: 4.37 INFO:Pipeline: Time: 05:48:37, Epoch: 15, Step: 91500, Step Loss: 4.44 INFO:Pipeline: Time: 05:48:59, Epoch: 16, Step: 91600, Step Loss: 4.38 INFO:Pipeline: Time: 05:49:21, Epoch: 16, Step: 91700, Step Loss: 4.41 INFO:Pipeline: Time: 05:49:44, Epoch: 16, Step: 91800, Step Loss: 4.36 INFO:Pipeline: Time: 05:50:06, Epoch: 16, Step: 91900, Step Loss: 4.39 INFO:Pipeline: Time: 05:50:28, Epoch: 16, Step: 92000, Step Loss: 4.38 INFO:Pipeline: Eval Loss: 4.30, Perplexity: 73.52 INFO:Pipeline: Time: 05:50:53, Epoch: 16, Step: 92100, Step Loss: 4.40 INFO:Pipeline: Time: 05:51:16, Epoch: 16, Step: 92200, Step Loss: 4.34 INFO:Pipeline: Time: 05:51:38, Epoch: 16, Step: 92300, Step Loss: 4.42 INFO:Pipeline: Time: 05:52:00, Epoch: 16, Step: 92400, Step Loss: 4.35 INFO:Pipeline: Time: 05:52:23, Epoch: 16, Step: 92500, Step Loss: 4.37 INFO:Pipeline: Time: 05:52:45, Epoch: 16, Step: 92600, Step Loss: 4.42 INFO:Pipeline: Time: 05:53:07, Epoch: 16, Step: 92700, Step Loss: 4.38 INFO:Pipeline: Time: 05:53:30, Epoch: 16, Step: 92800, Step Loss: 4.36 INFO:Pipeline: Time: 05:53:52, Epoch: 16, Step: 92900, Step Loss: 4.37 INFO:Pipeline: Time: 05:54:15, Epoch: 16, Step: 93000, Step Loss: 4.38 INFO:Pipeline: Eval Loss: 4.30, Perplexity: 73.47 INFO:Pipeline: Time: 05:54:39, Epoch: 16, Step: 93100, Step Loss: 4.44 INFO:Pipeline: Time: 05:55:02, Epoch: 16, Step: 93200, Step Loss: 4.33 INFO:Pipeline: Time: 05:55:24, Epoch: 16, Step: 93300, Step Loss: 4.34 INFO:Pipeline: Time: 05:55:47, Epoch: 16, Step: 93400, Step Loss: 4.37 INFO:Pipeline: Time: 05:56:09, Epoch: 16, Step: 93500, Step Loss: 4.37 INFO:Pipeline: Time: 05:56:31, Epoch: 16, Step: 93600, Step Loss: 4.35 INFO:Pipeline: Time: 05:56:54, Epoch: 16, Step: 93700, Step Loss: 4.43 INFO:Pipeline: Time: 05:57:16, Epoch: 16, Step: 93800, Step Loss: 4.36 INFO:Pipeline: Time: 05:57:38, Epoch: 16, Step: 93900, Step Loss: 4.36 INFO:Pipeline: Time: 05:58:01, Epoch: 16, Step: 94000, Step Loss: 4.37 INFO:Pipeline: Eval Loss: 4.30, Perplexity: 73.41 INFO:Pipeline: Time: 05:58:26, Epoch: 16, Step: 94100, Step Loss: 4.35 INFO:Pipeline: Time: 05:58:48, Epoch: 16, Step: 94200, Step Loss: 4.35 INFO:Pipeline: Time: 05:59:10, Epoch: 16, Step: 94300, Step Loss: 4.36 INFO:Pipeline: Time: 05:59:33, Epoch: 16, Step: 94400, Step Loss: 4.43 INFO:Pipeline: Time: 05:59:55, Epoch: 16, Step: 94500, Step Loss: 4.32 INFO:Pipeline: Time: 06:00:18, Epoch: 16, Step: 94600, Step Loss: 4.41 INFO:Pipeline: Time: 06:00:40, Epoch: 16, Step: 94700, Step Loss: 4.40 INFO:Pipeline: Time: 06:01:02, Epoch: 16, Step: 94800, Step Loss: 4.43 INFO:Pipeline: Time: 06:01:25, Epoch: 16, Step: 94900, Step Loss: 4.37 INFO:Pipeline: Time: 06:01:47, Epoch: 16, Step: 95000, Step Loss: 4.32 INFO:Pipeline: Eval Loss: 4.30, Perplexity: 73.34 INFO:Pipeline: Time: 06:02:12, Epoch: 16, Step: 95100, Step Loss: 4.36 INFO:Pipeline: Time: 06:02:34, Epoch: 16, Step: 95200, Step Loss: 4.42 INFO:Pipeline: Time: 06:02:57, Epoch: 16, Step: 95300, Step Loss: 4.41 INFO:Pipeline: Time: 06:03:19, Epoch: 16, Step: 95400, Step Loss: 4.35 INFO:Pipeline: Time: 06:03:42, Epoch: 16, Step: 95500, Step Loss: 4.38 INFO:Pipeline: Time: 06:04:04, Epoch: 16, Step: 95600, Step Loss: 4.39 INFO:Pipeline: Time: 06:04:27, Epoch: 16, Step: 95700, Step Loss: 4.42 INFO:Pipeline: Time: 06:04:49, Epoch: 16, Step: 95800, Step Loss: 4.43 INFO:Pipeline: Time: 06:05:11, Epoch: 16, Step: 95900, Step Loss: 4.42 INFO:Pipeline: Time: 06:05:34, Epoch: 16, Step: 96000, Step Loss: 4.39 INFO:Pipeline: Eval Loss: 4.29, Perplexity: 73.30 INFO:Pipeline: Time: 06:05:59, Epoch: 16, Step: 96100, Step Loss: 4.32 INFO:Pipeline: Time: 06:06:21, Epoch: 16, Step: 96200, Step Loss: 4.36 INFO:Pipeline: Time: 06:06:44, Epoch: 16, Step: 96300, Step Loss: 4.38 INFO:Pipeline: Time: 06:07:06, Epoch: 16, Step: 96400, Step Loss: 4.36 INFO:Pipeline: Time: 06:07:28, Epoch: 16, Step: 96500, Step Loss: 4.38 INFO:Pipeline: Time: 06:07:51, Epoch: 16, Step: 96600, Step Loss: 4.34 INFO:Pipeline: Time: 06:08:13, Epoch: 16, Step: 96700, Step Loss: 4.39 INFO:Pipeline: Time: 06:08:36, Epoch: 16, Step: 96800, Step Loss: 4.40 INFO:Pipeline: Time: 06:08:58, Epoch: 16, Step: 96900, Step Loss: 4.37 INFO:Pipeline: Time: 06:09:21, Epoch: 16, Step: 97000, Step Loss: 4.38 INFO:Pipeline: Eval Loss: 4.29, Perplexity: 73.25 INFO:Pipeline: Time: 06:09:45, Epoch: 16, Step: 97100, Step Loss: 4.39 INFO:Pipeline: Time: 06:10:08, Epoch: 16, Step: 97200, Step Loss: 4.38 INFO:Pipeline: Time: 06:10:30, Epoch: 16, Step: 97300, Step Loss: 4.36 INFO:Pipeline: Time: 06:10:53, Epoch: 16, Step: 97400, Step Loss: 4.34 INFO:Pipeline: Time: 06:11:15, Epoch: 16, Step: 97500, Step Loss: 4.41 INFO:Pipeline: Time: 06:11:37, Epoch: 16, Step: 97600, Step Loss: 4.40 INFO:Pipeline: Time: 06:12:00, Epoch: 17, Step: 97700, Step Loss: 4.36 INFO:Pipeline: Time: 06:12:22, Epoch: 17, Step: 97800, Step Loss: 4.36 INFO:Pipeline: Time: 06:12:44, Epoch: 17, Step: 97900, Step Loss: 4.36 INFO:Pipeline: Time: 06:13:07, Epoch: 17, Step: 98000, Step Loss: 4.40 INFO:Pipeline: Eval Loss: 4.29, Perplexity: 73.25 INFO:Pipeline: Time: 06:13:32, Epoch: 17, Step: 98100, Step Loss: 4.42 INFO:Pipeline: Time: 06:13:54, Epoch: 17, Step: 98200, Step Loss: 4.38 INFO:Pipeline: Time: 06:14:16, Epoch: 17, Step: 98300, Step Loss: 4.34 INFO:Pipeline: Time: 06:14:39, Epoch: 17, Step: 98400, Step Loss: 4.35 INFO:Pipeline: Time: 06:15:01, Epoch: 17, Step: 98500, Step Loss: 4.32 INFO:Pipeline: Time: 06:15:24, Epoch: 17, Step: 98600, Step Loss: 4.40 INFO:Pipeline: Time: 06:15:46, Epoch: 17, Step: 98700, Step Loss: 4.42 INFO:Pipeline: Time: 06:16:09, Epoch: 17, Step: 98800, Step Loss: 4.37 INFO:Pipeline: Time: 06:16:31, Epoch: 17, Step: 98900, Step Loss: 4.36 INFO:Pipeline: Time: 06:16:53, Epoch: 17, Step: 99000, Step Loss: 4.34 INFO:Pipeline: Eval Loss: 4.29, Perplexity: 73.20 INFO:Pipeline: Time: 06:17:18, Epoch: 17, Step: 99100, Step Loss: 4.34 INFO:Pipeline: Time: 06:17:41, Epoch: 17, Step: 99200, Step Loss: 4.40 INFO:Pipeline: Time: 06:18:03, Epoch: 17, Step: 99300, Step Loss: 4.39 INFO:Pipeline: Time: 06:18:25, Epoch: 17, Step: 99400, Step Loss: 4.37 INFO:Pipeline: Time: 06:18:48, Epoch: 17, Step: 99500, Step Loss: 4.38 INFO:Pipeline: Time: 06:19:10, Epoch: 17, Step: 99600, Step Loss: 4.32 INFO:Pipeline: Time: 06:19:33, Epoch: 17, Step: 99700, Step Loss: 4.39 INFO:Pipeline: Time: 06:19:55, Epoch: 17, Step: 99800, Step Loss: 4.36 INFO:Pipeline: Time: 06:20:18, Epoch: 17, Step: 99900, Step Loss: 4.44 INFO:Pipeline: Time: 06:20:40, Epoch: 17, Step: 100000, Step Loss: 4.33 INFO:Pipeline: Eval Loss: 4.29, Perplexity: 73.15 INFO:Pipeline: Time: 06:21:05, Epoch: 17, Step: 100100, Step Loss: 4.38 INFO:Pipeline: Time: 06:21:27, Epoch: 17, Step: 100200, Step Loss: 4.38 INFO:Pipeline: Time: 06:21:50, Epoch: 17, Step: 100300, Step Loss: 4.33 INFO:Pipeline: Time: 06:22:12, Epoch: 17, Step: 100400, Step Loss: 4.35 INFO:Pipeline: Time: 06:22:35, Epoch: 17, Step: 100500, Step Loss: 4.36 INFO:Pipeline: Time: 06:22:57, Epoch: 17, Step: 100600, Step Loss: 4.41 INFO:Pipeline: Time: 06:23:19, Epoch: 17, Step: 100700, Step Loss: 4.37 INFO:Pipeline: Time: 06:23:42, Epoch: 17, Step: 100800, Step Loss: 4.38 INFO:Pipeline: Time: 06:24:04, Epoch: 17, Step: 100900, Step Loss: 4.33 INFO:Pipeline: Time: 06:24:27, Epoch: 17, Step: 101000, Step Loss: 4.34 INFO:Pipeline: Eval Loss: 4.29, Perplexity: 73.12 INFO:Pipeline: Time: 06:24:52, Epoch: 17, Step: 101100, Step Loss: 4.37 INFO:Pipeline: Time: 06:25:14, Epoch: 17, Step: 101200, Step Loss: 4.36 INFO:Pipeline: Time: 06:25:36, Epoch: 17, Step: 101300, Step Loss: 4.39 INFO:Pipeline: Time: 06:25:59, Epoch: 17, Step: 101400, Step Loss: 4.33 INFO:Pipeline: Time: 06:26:21, Epoch: 17, Step: 101500, Step Loss: 4.36 INFO:Pipeline: Time: 06:26:44, Epoch: 17, Step: 101600, Step Loss: 4.38 INFO:Pipeline: Time: 06:27:06, Epoch: 17, Step: 101700, Step Loss: 4.41 INFO:Pipeline: Time: 06:27:29, Epoch: 17, Step: 101800, Step Loss: 4.34 INFO:Pipeline: Time: 06:27:51, Epoch: 17, Step: 101900, Step Loss: 4.38 INFO:Pipeline: Time: 06:28:13, Epoch: 17, Step: 102000, Step Loss: 4.34 INFO:Pipeline: Eval Loss: 4.29, Perplexity: 73.06 INFO:Pipeline: Time: 06:28:38, Epoch: 17, Step: 102100, Step Loss: 4.37 INFO:Pipeline: Time: 06:29:01, Epoch: 17, Step: 102200, Step Loss: 4.34 INFO:Pipeline: Time: 06:29:23, Epoch: 17, Step: 102300, Step Loss: 4.36 INFO:Pipeline: Time: 06:29:45, Epoch: 17, Step: 102400, Step Loss: 4.33 INFO:Pipeline: Time: 06:30:08, Epoch: 17, Step: 102500, Step Loss: 4.33 INFO:Pipeline: Time: 06:30:30, Epoch: 17, Step: 102600, Step Loss: 4.39 INFO:Pipeline: Time: 06:30:53, Epoch: 17, Step: 102700, Step Loss: 4.38 INFO:Pipeline: Time: 06:31:15, Epoch: 17, Step: 102800, Step Loss: 4.45 INFO:Pipeline: Time: 06:31:37, Epoch: 17, Step: 102900, Step Loss: 4.39 INFO:Pipeline: Time: 06:32:00, Epoch: 17, Step: 103000, Step Loss: 4.41 INFO:Pipeline: Eval Loss: 4.29, Perplexity: 73.04 INFO:Pipeline: Time: 06:32:25, Epoch: 17, Step: 103100, Step Loss: 4.39 INFO:Pipeline: Time: 06:32:47, Epoch: 17, Step: 103200, Step Loss: 4.36 INFO:Pipeline: Time: 06:33:09, Epoch: 17, Step: 103300, Step Loss: 4.31 INFO:Pipeline: Time: 06:33:32, Epoch: 17, Step: 103400, Step Loss: 4.37 INFO:Pipeline: Time: 06:33:54, Epoch: 17, Step: 103500, Step Loss: 4.37 INFO:Pipeline: Time: 06:34:16, Epoch: 17, Step: 103600, Step Loss: 4.34 INFO:Pipeline: Time: 06:34:39, Epoch: 17, Step: 103700, Step Loss: 4.34 INFO:Pipeline: Time: 06:35:01, Epoch: 18, Step: 103800, Step Loss: 4.34 INFO:Pipeline: Time: 06:35:23, Epoch: 18, Step: 103900, Step Loss: 4.41 INFO:Pipeline: Time: 06:35:46, Epoch: 18, Step: 104000, Step Loss: 4.36 INFO:Pipeline: Eval Loss: 4.29, Perplexity: 73.02 INFO:Pipeline: Time: 06:36:11, Epoch: 18, Step: 104100, Step Loss: 4.35 INFO:Pipeline: Time: 06:36:33, Epoch: 18, Step: 104200, Step Loss: 4.34 INFO:Pipeline: Time: 06:36:56, Epoch: 18, Step: 104300, Step Loss: 4.35 INFO:Pipeline: Time: 06:37:18, Epoch: 18, Step: 104400, Step Loss: 4.44 INFO:Pipeline: Time: 06:37:40, Epoch: 18, Step: 104500, Step Loss: 4.33 INFO:Pipeline: Time: 06:38:03, Epoch: 18, Step: 104600, Step Loss: 4.44 INFO:Pipeline: Time: 06:38:25, Epoch: 18, Step: 104700, Step Loss: 4.37 INFO:Pipeline: Time: 06:38:48, Epoch: 18, Step: 104800, Step Loss: 4.37 INFO:Pipeline: Time: 06:39:10, Epoch: 18, Step: 104900, Step Loss: 4.33 INFO:Pipeline: Time: 06:39:32, Epoch: 18, Step: 105000, Step Loss: 4.41 INFO:Pipeline: Eval Loss: 4.29, Perplexity: 72.97 INFO:Pipeline: Time: 06:39:57, Epoch: 18, Step: 105100, Step Loss: 4.38 INFO:Pipeline: Time: 06:40:20, Epoch: 18, Step: 105200, Step Loss: 4.39 INFO:Pipeline: Time: 06:40:42, Epoch: 18, Step: 105300, Step Loss: 4.37 INFO:Pipeline: Time: 06:41:04, Epoch: 18, Step: 105400, Step Loss: 4.42 INFO:Pipeline: Time: 06:41:27, Epoch: 18, Step: 105500, Step Loss: 4.40 INFO:Pipeline: Time: 06:41:49, Epoch: 18, Step: 105600, Step Loss: 4.32 INFO:Pipeline: Time: 06:42:12, Epoch: 18, Step: 105700, Step Loss: 4.41 INFO:Pipeline: Time: 06:42:34, Epoch: 18, Step: 105800, Step Loss: 4.41 INFO:Pipeline: Time: 06:42:56, Epoch: 18, Step: 105900, Step Loss: 4.35 INFO:Pipeline: Time: 06:43:19, Epoch: 18, Step: 106000, Step Loss: 4.34 INFO:Pipeline: Eval Loss: 4.29, Perplexity: 72.96 INFO:Pipeline: Time: 06:43:43, Epoch: 18, Step: 106100, Step Loss: 4.38 INFO:Pipeline: Time: 06:44:06, Epoch: 18, Step: 106200, Step Loss: 4.35 INFO:Pipeline: Time: 06:44:28, Epoch: 18, Step: 106300, Step Loss: 4.37 INFO:Pipeline: Time: 06:44:51, Epoch: 18, Step: 106400, Step Loss: 4.37 INFO:Pipeline: Time: 06:45:13, Epoch: 18, Step: 106500, Step Loss: 4.36 INFO:Pipeline: Time: 06:45:35, Epoch: 18, Step: 106600, Step Loss: 4.35 INFO:Pipeline: Time: 06:45:58, Epoch: 18, Step: 106700, Step Loss: 4.34 INFO:Pipeline: Time: 06:46:20, Epoch: 18, Step: 106800, Step Loss: 4.36 INFO:Pipeline: Time: 06:46:42, Epoch: 18, Step: 106900, Step Loss: 4.42 INFO:Pipeline: Time: 06:47:05, Epoch: 18, Step: 107000, Step Loss: 4.38 INFO:Pipeline: Eval Loss: 4.29, Perplexity: 72.93 INFO:Pipeline: Time: 06:47:30, Epoch: 18, Step: 107100, Step Loss: 4.35 INFO:Pipeline: Time: 06:47:52, Epoch: 18, Step: 107200, Step Loss: 4.33 INFO:Pipeline: Time: 06:48:14, Epoch: 18, Step: 107300, Step Loss: 4.40 INFO:Pipeline: Time: 06:48:37, Epoch: 18, Step: 107400, Step Loss: 4.32 INFO:Pipeline: Time: 06:48:59, Epoch: 18, Step: 107500, Step Loss: 4.36 INFO:Pipeline: Time: 06:49:22, Epoch: 18, Step: 107600, Step Loss: 4.37 INFO:Pipeline: Time: 06:49:44, Epoch: 18, Step: 107700, Step Loss: 4.38 INFO:Pipeline: Time: 06:50:06, Epoch: 18, Step: 107800, Step Loss: 4.37 INFO:Pipeline: Time: 06:50:29, Epoch: 18, Step: 107900, Step Loss: 4.35 INFO:Pipeline: Time: 06:50:51, Epoch: 18, Step: 108000, Step Loss: 4.30 INFO:Pipeline: Eval Loss: 4.29, Perplexity: 72.90 INFO:Pipeline: Time: 06:51:16, Epoch: 18, Step: 108100, Step Loss: 4.36 INFO:Pipeline: Time: 06:51:39, Epoch: 18, Step: 108200, Step Loss: 4.37 INFO:Pipeline: Time: 06:52:01, Epoch: 18, Step: 108300, Step Loss: 4.31 INFO:Pipeline: Time: 06:52:23, Epoch: 18, Step: 108400, Step Loss: 4.40 INFO:Pipeline: Time: 06:52:46, Epoch: 18, Step: 108500, Step Loss: 4.33 INFO:Pipeline: Time: 06:53:08, Epoch: 18, Step: 108600, Step Loss: 4.36 INFO:Pipeline: Time: 06:53:31, Epoch: 18, Step: 108700, Step Loss: 4.33 INFO:Pipeline: Time: 06:53:53, Epoch: 18, Step: 108800, Step Loss: 4.37 INFO:Pipeline: Time: 06:54:15, Epoch: 18, Step: 108900, Step Loss: 4.37 INFO:Pipeline: Time: 06:54:38, Epoch: 18, Step: 109000, Step Loss: 4.39 INFO:Pipeline: Eval Loss: 4.29, Perplexity: 72.90 INFO:Pipeline: Time: 06:55:03, Epoch: 18, Step: 109100, Step Loss: 4.37 INFO:Pipeline: Time: 06:55:25, Epoch: 18, Step: 109200, Step Loss: 4.34 INFO:Pipeline: Time: 06:55:48, Epoch: 18, Step: 109300, Step Loss: 4.40 INFO:Pipeline: Time: 06:56:10, Epoch: 18, Step: 109400, Step Loss: 4.34 INFO:Pipeline: Time: 06:56:32, Epoch: 18, Step: 109500, Step Loss: 4.40 INFO:Pipeline: Time: 06:56:55, Epoch: 18, Step: 109600, Step Loss: 4.39 INFO:Pipeline: Time: 06:57:17, Epoch: 18, Step: 109700, Step Loss: 4.33 INFO:Pipeline: Time: 06:57:40, Epoch: 18, Step: 109800, Step Loss: 4.40 INFO:Pipeline: Time: 06:58:02, Epoch: 19, Step: 109900, Step Loss: 4.30 INFO:Pipeline: Time: 06:58:24, Epoch: 19, Step: 110000, Step Loss: 4.40 INFO:Pipeline: Eval Loss: 4.29, Perplexity: 72.90 INFO:Pipeline: Time: 06:58:48, Epoch: 19, Step: 110100, Step Loss: 4.43 INFO:Pipeline: Time: 06:59:11, Epoch: 19, Step: 110200, Step Loss: 4.37 INFO:Pipeline: Time: 06:59:33, Epoch: 19, Step: 110300, Step Loss: 4.36 INFO:Pipeline: Time: 06:59:56, Epoch: 19, Step: 110400, Step Loss: 4.36 INFO:Pipeline: Time: 07:00:18, Epoch: 19, Step: 110500, Step Loss: 4.37 INFO:Pipeline: Time: 07:00:40, Epoch: 19, Step: 110600, Step Loss: 4.37 INFO:Pipeline: Time: 07:01:03, Epoch: 19, Step: 110700, Step Loss: 4.38 INFO:Pipeline: Time: 07:01:25, Epoch: 19, Step: 110800, Step Loss: 4.32 INFO:Pipeline: Time: 07:01:48, Epoch: 19, Step: 110900, Step Loss: 4.43 INFO:Pipeline: Time: 07:02:10, Epoch: 19, Step: 111000, Step Loss: 4.38 INFO:Pipeline: Eval Loss: 4.29, Perplexity: 72.85 INFO:Pipeline: Time: 07:02:35, Epoch: 19, Step: 111100, Step Loss: 4.40 INFO:Pipeline: Time: 07:02:57, Epoch: 19, Step: 111200, Step Loss: 4.38 INFO:Pipeline: Time: 07:03:20, Epoch: 19, Step: 111300, Step Loss: 4.40 INFO:Pipeline: Time: 07:03:42, Epoch: 19, Step: 111400, Step Loss: 4.29 INFO:Pipeline: Time: 07:04:04, Epoch: 19, Step: 111500, Step Loss: 4.37 INFO:Pipeline: Time: 07:04:27, Epoch: 19, Step: 111600, Step Loss: 4.39 INFO:Pipeline: Time: 07:04:49, Epoch: 19, Step: 111700, Step Loss: 4.40 INFO:Pipeline: Time: 07:05:12, Epoch: 19, Step: 111800, Step Loss: 4.39 INFO:Pipeline: Time: 07:05:34, Epoch: 19, Step: 111900, Step Loss: 4.38 INFO:Pipeline: Time: 07:05:56, Epoch: 19, Step: 112000, Step Loss: 4.38 INFO:Pipeline: Eval Loss: 4.29, Perplexity: 72.85 INFO:Pipeline: Time: 07:06:20, Epoch: 19, Step: 112100, Step Loss: 4.37 INFO:Pipeline: Time: 07:06:43, Epoch: 19, Step: 112200, Step Loss: 4.39 INFO:Pipeline: Time: 07:07:05, Epoch: 19, Step: 112300, Step Loss: 4.38 INFO:Pipeline: Time: 07:07:27, Epoch: 19, Step: 112400, Step Loss: 4.35 INFO:Pipeline: Time: 07:07:50, Epoch: 19, Step: 112500, Step Loss: 4.33 INFO:Pipeline: Time: 07:08:12, Epoch: 19, Step: 112600, Step Loss: 4.40 INFO:Pipeline: Time: 07:08:35, Epoch: 19, Step: 112700, Step Loss: 4.35 INFO:Pipeline: Time: 07:08:57, Epoch: 19, Step: 112800, Step Loss: 4.37 INFO:Pipeline: Time: 07:09:19, Epoch: 19, Step: 112900, Step Loss: 4.33 INFO:Pipeline: Time: 07:09:42, Epoch: 19, Step: 113000, Step Loss: 4.35 INFO:Pipeline: Eval Loss: 4.29, Perplexity: 72.84 INFO:Pipeline: Time: 07:10:07, Epoch: 19, Step: 113100, Step Loss: 4.38 INFO:Pipeline: Time: 07:10:29, Epoch: 19, Step: 113200, Step Loss: 4.35 INFO:Pipeline: Time: 07:10:51, Epoch: 19, Step: 113300, Step Loss: 4.34 INFO:Pipeline: Time: 07:11:14, Epoch: 19, Step: 113400, Step Loss: 4.37 INFO:Pipeline: Time: 07:11:36, Epoch: 19, Step: 113500, Step Loss: 4.35 INFO:Pipeline: Time: 07:11:58, Epoch: 19, Step: 113600, Step Loss: 4.41 INFO:Pipeline: Time: 07:12:21, Epoch: 19, Step: 113700, Step Loss: 4.41 INFO:Pipeline: Time: 07:12:43, Epoch: 19, Step: 113800, Step Loss: 4.32 INFO:Pipeline: Time: 07:13:06, Epoch: 19, Step: 113900, Step Loss: 4.40 INFO:Pipeline: Time: 07:13:28, Epoch: 19, Step: 114000, Step Loss: 4.34 INFO:Pipeline: Eval Loss: 4.29, Perplexity: 72.84 INFO:Pipeline: Time: 07:13:53, Epoch: 19, Step: 114100, Step Loss: 4.38 INFO:Pipeline: Time: 07:14:15, Epoch: 19, Step: 114200, Step Loss: 4.32 INFO:Pipeline: Time: 07:14:38, Epoch: 19, Step: 114300, Step Loss: 4.42 INFO:Pipeline: Time: 07:15:00, Epoch: 19, Step: 114400, Step Loss: 4.44 INFO:Pipeline: Time: 07:15:22, Epoch: 19, Step: 114500, Step Loss: 4.37 INFO:Pipeline: Time: 07:15:45, Epoch: 19, Step: 114600, Step Loss: 4.33 INFO:Pipeline: Time: 07:16:07, Epoch: 19, Step: 114700, Step Loss: 4.35 INFO:Pipeline: Time: 07:16:30, Epoch: 19, Step: 114800, Step Loss: 4.37 INFO:Pipeline: Time: 07:16:52, Epoch: 19, Step: 114900, Step Loss: 4.36 INFO:Pipeline: Time: 07:17:14, Epoch: 19, Step: 115000, Step Loss: 4.38 INFO:Pipeline: Eval Loss: 4.29, Perplexity: 72.83 INFO:Pipeline: Time: 07:17:39, Epoch: 19, Step: 115100, Step Loss: 4.35 INFO:Pipeline: Time: 07:18:02, Epoch: 19, Step: 115200, Step Loss: 4.38 INFO:Pipeline: Time: 07:18:24, Epoch: 19, Step: 115300, Step Loss: 4.42 INFO:Pipeline: Time: 07:18:47, Epoch: 19, Step: 115400, Step Loss: 4.40 INFO:Pipeline: Time: 07:19:09, Epoch: 19, Step: 115500, Step Loss: 4.31 INFO:Pipeline: Time: 07:19:31, Epoch: 19, Step: 115600, Step Loss: 4.39 INFO:Pipeline: Time: 07:19:54, Epoch: 19, Step: 115700, Step Loss: 4.35 INFO:Pipeline: Time: 07:20:16, Epoch: 19, Step: 115800, Step Loss: 4.39 INFO:Pipeline: Time: 07:20:39, Epoch: 19, Step: 115900, Step Loss: 4.26 INFO:Pipeline: Time: 07:21:01, Epoch: 20, Step: 116000, Step Loss: 4.35 INFO:Pipeline: Eval Loss: 4.29, Perplexity: 72.83 INFO:Pipeline: Time: 07:21:26, Epoch: 20, Step: 116100, Step Loss: 4.41 INFO:Pipeline: Time: 07:21:49, Epoch: 20, Step: 116200, Step Loss: 4.34 INFO:Pipeline: Time: 07:22:11, Epoch: 20, Step: 116300, Step Loss: 4.39 INFO:Pipeline: Time: 07:22:33, Epoch: 20, Step: 116400, Step Loss: 4.40 INFO:Pipeline: Time: 07:22:56, Epoch: 20, Step: 116500, Step Loss: 4.34 INFO:Pipeline: Time: 07:23:18, Epoch: 20, Step: 116600, Step Loss: 4.38 INFO:Pipeline: Time: 07:23:41, Epoch: 20, Step: 116700, Step Loss: 4.35 INFO:Pipeline: Time: 07:24:03, Epoch: 20, Step: 116800, Step Loss: 4.32 INFO:Pipeline: Time: 07:24:25, Epoch: 20, Step: 116900, Step Loss: 4.34 INFO:Pipeline: Time: 07:24:48, Epoch: 20, Step: 117000, Step Loss: 4.33 INFO:Pipeline: Eval Loss: 4.29, Perplexity: 72.83 INFO:Pipeline: Time: 07:25:12, Epoch: 20, Step: 117100, Step Loss: 4.32 INFO:Pipeline: Time: 07:25:34, Epoch: 20, Step: 117200, Step Loss: 4.34 INFO:Pipeline: Time: 07:25:56, Epoch: 20, Step: 117300, Step Loss: 4.39 INFO:Pipeline: Time: 07:26:19, Epoch: 20, Step: 117400, Step Loss: 4.35 INFO:Pipeline: Time: 07:26:41, Epoch: 20, Step: 117500, Step Loss: 4.38 INFO:Pipeline: Time: 07:27:03, Epoch: 20, Step: 117600, Step Loss: 4.33 INFO:Pipeline: Time: 07:27:26, Epoch: 20, Step: 117700, Step Loss: 4.36 INFO:Pipeline: Time: 07:27:48, Epoch: 20, Step: 117800, Step Loss: 4.37 INFO:Pipeline: Time: 07:28:11, Epoch: 20, Step: 117900, Step Loss: 4.36 INFO:Pipeline: Time: 07:28:33, Epoch: 20, Step: 118000, Step Loss: 4.36 INFO:Pipeline: Eval Loss: 4.29, Perplexity: 72.83 INFO:Pipeline: Time: 07:28:58, Epoch: 20, Step: 118100, Step Loss: 4.37 INFO:Pipeline: Time: 07:29:20, Epoch: 20, Step: 118200, Step Loss: 4.37 INFO:Pipeline: Time: 07:29:43, Epoch: 20, Step: 118300, Step Loss: 4.36 INFO:Pipeline: Time: 07:30:05, Epoch: 20, Step: 118400, Step Loss: 4.38 INFO:Pipeline: Time: 07:30:27, Epoch: 20, Step: 118500, Step Loss: 4.37 INFO:Pipeline: Time: 07:30:50, Epoch: 20, Step: 118600, Step Loss: 4.34 INFO:Pipeline: Time: 07:31:12, Epoch: 20, Step: 118700, Step Loss: 4.36 INFO:Pipeline: Time: 07:31:34, Epoch: 20, Step: 118800, Step Loss: 4.30 INFO:Pipeline: Time: 07:31:57, Epoch: 20, Step: 118900, Step Loss: 4.32 INFO:Pipeline: Time: 07:32:19, Epoch: 20, Step: 119000, Step Loss: 4.39 INFO:Pipeline: Eval Loss: 4.29, Perplexity: 72.82 INFO:Pipeline: Time: 07:32:44, Epoch: 20, Step: 119100, Step Loss: 4.37 INFO:Pipeline: Time: 07:33:07, Epoch: 20, Step: 119200, Step Loss: 4.37 INFO:Pipeline: Time: 07:33:29, Epoch: 20, Step: 119300, Step Loss: 4.34 INFO:Pipeline: Time: 07:33:51, Epoch: 20, Step: 119400, Step Loss: 4.36 INFO:Pipeline: Time: 07:34:14, Epoch: 20, Step: 119500, Step Loss: 4.35 INFO:Pipeline: Time: 07:34:36, Epoch: 20, Step: 119600, Step Loss: 4.36 INFO:Pipeline: Time: 07:34:59, Epoch: 20, Step: 119700, Step Loss: 4.37 INFO:Pipeline: Time: 07:35:21, Epoch: 20, Step: 119800, Step Loss: 4.34 INFO:Pipeline: Time: 07:35:43, Epoch: 20, Step: 119900, Step Loss: 4.37 INFO:Pipeline: Time: 07:36:06, Epoch: 20, Step: 120000, Step Loss: 4.40 INFO:Pipeline: Eval Loss: 4.29, Perplexity: 72.82 INFO:Pipeline: Time: 07:36:30, Epoch: 20, Step: 120100, Step Loss: 4.35 INFO:Pipeline: Time: 07:36:52, Epoch: 20, Step: 120200, Step Loss: 4.38 INFO:Pipeline: Time: 07:37:14, Epoch: 20, Step: 120300, Step Loss: 4.36 INFO:Pipeline: Time: 07:37:37, Epoch: 20, Step: 120400, Step Loss: 4.36 INFO:Pipeline: Time: 07:37:59, Epoch: 20, Step: 120500, Step Loss: 4.31 INFO:Pipeline: Time: 07:38:21, Epoch: 20, Step: 120600, Step Loss: 4.36 INFO:Pipeline: Time: 07:38:44, Epoch: 20, Step: 120700, Step Loss: 4.41 INFO:Pipeline: Time: 07:39:06, Epoch: 20, Step: 120800, Step Loss: 4.38 INFO:Pipeline: Time: 07:39:29, Epoch: 20, Step: 120900, Step Loss: 4.36 INFO:Pipeline: Time: 07:39:51, Epoch: 20, Step: 121000, Step Loss: 4.40 INFO:Pipeline: Eval Loss: 4.29, Perplexity: 72.82 INFO:Pipeline: Time: 07:40:15, Epoch: 20, Step: 121100, Step Loss: 4.33 INFO:Pipeline: Time: 07:40:37, Epoch: 20, Step: 121200, Step Loss: 4.40 INFO:Pipeline: Time: 07:41:00, Epoch: 20, Step: 121300, Step Loss: 4.39 INFO:Pipeline: Time: 07:41:22, Epoch: 20, Step: 121400, Step Loss: 4.37 INFO:Pipeline: Time: 07:41:44, Epoch: 20, Step: 121500, Step Loss: 4.35 INFO:Pipeline: Time: 07:42:07, Epoch: 20, Step: 121600, Step Loss: 4.35 INFO:Pipeline: Time: 07:42:29, Epoch: 20, Step: 121700, Step Loss: 4.34 INFO:Pipeline: Time: 07:42:51, Epoch: 20, Step: 121800, Step Loss: 4.36 INFO:Pipeline: Time: 07:43:14, Epoch: 20, Step: 121900, Step Loss: 4.43 INFO:Pipeline: Time: 07:43:36, Epoch: 20, Step: 122000, Step Loss: 4.37 INFO:Pipeline: Eval Loss: 4.29, Perplexity: 72.82 INFO:Pipeline: Eval Loss: 4.29, Perplexity: 72.82