train.log

INFO:Pipeline:            Preparing Repository...
WARNING:huggingface_hub.repository:Cloning https://huggingface.co/benlipkin/gpt2_32_wikitext_100M_20_4271d55d34c8c387 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: 11.01, Perplexity: 60258.05
INFO:Pipeline:            Time: 00:01:10, Epoch: 1, Step: 100, Step Loss: 10.31
INFO:Pipeline:            Time: 00:01:32, Epoch: 1, Step: 200, Step Loss: 9.61
INFO:Pipeline:            Time: 00:01:55, Epoch: 1, Step: 300, Step Loss: 9.25
INFO:Pipeline:            Time: 00:02:18, Epoch: 1, Step: 400, Step Loss: 8.81
INFO:Pipeline:            Time: 00:02:40, Epoch: 1, Step: 500, Step Loss: 8.50
INFO:Pipeline:            Time: 00:03:03, Epoch: 1, Step: 600, Step Loss: 8.36
INFO:Pipeline:            Time: 00:03:26, Epoch: 1, Step: 700, Step Loss: 8.12
INFO:Pipeline:            Time: 00:03:48, Epoch: 1, Step: 800, Step Loss: 7.92
INFO:Pipeline:            Time: 00:04:11, Epoch: 1, Step: 900, Step Loss: 7.76
INFO:Pipeline:            Time: 00:04:34, Epoch: 1, Step: 1000, Step Loss: 7.54
INFO:Pipeline:            Eval Loss: 7.40, Perplexity: 1631.67
INFO:Pipeline:            Time: 00:04:59, Epoch: 1, Step: 1100, Step Loss: 7.32
INFO:Pipeline:            Time: 00:05:21, Epoch: 1, Step: 1200, Step Loss: 7.22
INFO:Pipeline:            Time: 00:05:44, Epoch: 1, Step: 1300, Step Loss: 6.98
INFO:Pipeline:            Time: 00:06:07, Epoch: 1, Step: 1400, Step Loss: 6.83
INFO:Pipeline:            Time: 00:06:29, Epoch: 1, Step: 1500, Step Loss: 6.80
INFO:Pipeline:            Time: 00:06:52, Epoch: 1, Step: 1600, Step Loss: 6.67
INFO:Pipeline:            Time: 00:07:15, Epoch: 1, Step: 1700, Step Loss: 6.59
INFO:Pipeline:            Time: 00:07:38, Epoch: 1, Step: 1800, Step Loss: 6.46
INFO:Pipeline:            Time: 00:08:00, Epoch: 1, Step: 1900, Step Loss: 6.46
INFO:Pipeline:            Time: 00:08:23, Epoch: 1, Step: 2000, Step Loss: 6.39
INFO:Pipeline:            Eval Loss: 6.28, Perplexity: 533.14
INFO:Pipeline:            Time: 00:08:48, Epoch: 1, Step: 2100, Step Loss: 6.37
INFO:Pipeline:            Time: 00:09:11, Epoch: 1, Step: 2200, Step Loss: 6.34
INFO:Pipeline:            Time: 00:09:33, Epoch: 1, Step: 2300, Step Loss: 6.31
INFO:Pipeline:            Time: 00:09:56, Epoch: 1, Step: 2400, Step Loss: 6.22
INFO:Pipeline:            Time: 00:10:19, Epoch: 1, Step: 2500, Step Loss: 6.24
INFO:Pipeline:            Time: 00:10:41, Epoch: 1, Step: 2600, Step Loss: 6.15
INFO:Pipeline:            Time: 00:11:04, Epoch: 1, Step: 2700, Step Loss: 6.02
INFO:Pipeline:            Time: 00:11:27, Epoch: 1, Step: 2800, Step Loss: 6.06
INFO:Pipeline:            Time: 00:11:49, Epoch: 1, Step: 2900, Step Loss: 6.10
INFO:Pipeline:            Time: 00:12:12, Epoch: 1, Step: 3000, Step Loss: 5.90
INFO:Pipeline:            Eval Loss: 5.84, Perplexity: 344.06
INFO:Pipeline:            Time: 00:12:37, Epoch: 1, Step: 3100, Step Loss: 5.95
INFO:Pipeline:            Time: 00:13:00, Epoch: 1, Step: 3200, Step Loss: 5.94
INFO:Pipeline:            Time: 00:13:22, Epoch: 1, Step: 3300, Step Loss: 5.94
INFO:Pipeline:            Time: 00:13:45, Epoch: 1, Step: 3400, Step Loss: 5.83
INFO:Pipeline:            Time: 00:14:07, Epoch: 1, Step: 3500, Step Loss: 5.83
INFO:Pipeline:            Time: 00:14:30, Epoch: 1, Step: 3600, Step Loss: 5.78
INFO:Pipeline:            Time: 00:14:53, Epoch: 1, Step: 3700, Step Loss: 5.75
INFO:Pipeline:            Time: 00:15:15, Epoch: 1, Step: 3800, Step Loss: 5.70
INFO:Pipeline:            Time: 00:15:38, Epoch: 1, Step: 3900, Step Loss: 5.80
INFO:Pipeline:            Time: 00:16:01, Epoch: 1, Step: 4000, Step Loss: 5.69
INFO:Pipeline:            Eval Loss: 5.54, Perplexity: 254.79
INFO:Pipeline:            Time: 00:16:26, Epoch: 1, Step: 4100, Step Loss: 5.66
INFO:Pipeline:            Time: 00:16:48, Epoch: 1, Step: 4200, Step Loss: 5.67
INFO:Pipeline:            Time: 00:17:11, Epoch: 1, Step: 4300, Step Loss: 5.67
INFO:Pipeline:            Time: 00:17:34, Epoch: 1, Step: 4400, Step Loss: 5.70
INFO:Pipeline:            Time: 00:17:56, Epoch: 1, Step: 4500, Step Loss: 5.59
INFO:Pipeline:            Time: 00:18:19, Epoch: 1, Step: 4600, Step Loss: 5.58
INFO:Pipeline:            Time: 00:18:42, Epoch: 1, Step: 4700, Step Loss: 5.55
INFO:Pipeline:            Time: 00:19:05, Epoch: 1, Step: 4800, Step Loss: 5.49
INFO:Pipeline:            Time: 00:19:27, Epoch: 1, Step: 4900, Step Loss: 5.55
INFO:Pipeline:            Time: 00:19:50, Epoch: 1, Step: 5000, Step Loss: 5.49
INFO:Pipeline:            Eval Loss: 5.34, Perplexity: 208.51
INFO:Pipeline:            Time: 00:20:15, Epoch: 1, Step: 5100, Step Loss: 5.48
INFO:Pipeline:            Time: 00:20:38, Epoch: 1, Step: 5200, Step Loss: 5.53
INFO:Pipeline:            Time: 00:21:00, Epoch: 1, Step: 5300, Step Loss: 5.54
INFO:Pipeline:            Time: 00:21:23, Epoch: 1, Step: 5400, Step Loss: 5.50
INFO:Pipeline:            Time: 00:21:46, Epoch: 1, Step: 5500, Step Loss: 5.45
INFO:Pipeline:            Time: 00:22:08, Epoch: 1, Step: 5600, Step Loss: 5.35
INFO:Pipeline:            Time: 00:22:31, Epoch: 1, Step: 5700, Step Loss: 5.42
INFO:Pipeline:            Time: 00:22:54, Epoch: 1, Step: 5800, Step Loss: 5.43
INFO:Pipeline:            Time: 00:23:16, Epoch: 1, Step: 5900, Step Loss: 5.43
INFO:Pipeline:            Time: 00:23:39, Epoch: 1, Step: 6000, Step Loss: 5.34
INFO:Pipeline:            Eval Loss: 5.19, Perplexity: 179.03
INFO:Pipeline:            Time: 00:24:04, Epoch: 1, Step: 6100, Step Loss: 5.38
INFO:Pipeline:            Time: 00:24:26, Epoch: 2, Step: 6200, Step Loss: 5.28
INFO:Pipeline:            Time: 00:24:49, Epoch: 2, Step: 6300, Step Loss: 5.40
INFO:Pipeline:            Time: 00:25:12, Epoch: 2, Step: 6400, Step Loss: 5.33
INFO:Pipeline:            Time: 00:25:34, Epoch: 2, Step: 6500, Step Loss: 5.25
INFO:Pipeline:            Time: 00:25:57, Epoch: 2, Step: 6600, Step Loss: 5.24
INFO:Pipeline:            Time: 00:26:20, Epoch: 2, Step: 6700, Step Loss: 5.29
INFO:Pipeline:            Time: 00:26:43, Epoch: 2, Step: 6800, Step Loss: 5.28
INFO:Pipeline:            Time: 00:27:05, Epoch: 2, Step: 6900, Step Loss: 5.29
INFO:Pipeline:            Time: 00:27:28, Epoch: 2, Step: 7000, Step Loss: 5.24
INFO:Pipeline:            Eval Loss: 5.07, Perplexity: 158.46
INFO:Pipeline:            Time: 00:27:53, Epoch: 2, Step: 7100, Step Loss: 5.23
INFO:Pipeline:            Time: 00:28:16, Epoch: 2, Step: 7200, Step Loss: 5.23
INFO:Pipeline:            Time: 00:28:38, Epoch: 2, Step: 7300, Step Loss: 5.23
INFO:Pipeline:            Time: 00:29:01, Epoch: 2, Step: 7400, Step Loss: 5.23
INFO:Pipeline:            Time: 00:29:24, Epoch: 2, Step: 7500, Step Loss: 5.19
INFO:Pipeline:            Time: 00:29:46, Epoch: 2, Step: 7600, Step Loss: 5.15
INFO:Pipeline:            Time: 00:30:09, Epoch: 2, Step: 7700, Step Loss: 5.25
INFO:Pipeline:            Time: 00:30:32, Epoch: 2, Step: 7800, Step Loss: 5.22
INFO:Pipeline:            Time: 00:30:54, Epoch: 2, Step: 7900, Step Loss: 5.13
INFO:Pipeline:            Time: 00:31:17, Epoch: 2, Step: 8000, Step Loss: 5.16
INFO:Pipeline:            Eval Loss: 4.96, Perplexity: 143.15
INFO:Pipeline:            Time: 00:31:42, Epoch: 2, Step: 8100, Step Loss: 5.17
INFO:Pipeline:            Time: 00:32:05, Epoch: 2, Step: 8200, Step Loss: 5.12
INFO:Pipeline:            Time: 00:32:27, Epoch: 2, Step: 8300, Step Loss: 5.11
INFO:Pipeline:            Time: 00:32:50, Epoch: 2, Step: 8400, Step Loss: 5.14
INFO:Pipeline:            Time: 00:33:13, Epoch: 2, Step: 8500, Step Loss: 5.12
INFO:Pipeline:            Time: 00:33:35, Epoch: 2, Step: 8600, Step Loss: 5.17
INFO:Pipeline:            Time: 00:33:58, Epoch: 2, Step: 8700, Step Loss: 5.09
INFO:Pipeline:            Time: 00:34:21, Epoch: 2, Step: 8800, Step Loss: 5.10
INFO:Pipeline:            Time: 00:34:44, Epoch: 2, Step: 8900, Step Loss: 5.04
INFO:Pipeline:            Time: 00:35:06, Epoch: 2, Step: 9000, Step Loss: 5.09
INFO:Pipeline:            Eval Loss: 4.87, Perplexity: 130.48
INFO:Pipeline:            Time: 00:35:31, Epoch: 2, Step: 9100, Step Loss: 5.09
INFO:Pipeline:            Time: 00:35:54, Epoch: 2, Step: 9200, Step Loss: 5.12
INFO:Pipeline:            Time: 00:36:17, Epoch: 2, Step: 9300, Step Loss: 5.00
INFO:Pipeline:            Time: 00:36:39, Epoch: 2, Step: 9400, Step Loss: 5.01
INFO:Pipeline:            Time: 00:37:02, Epoch: 2, Step: 9500, Step Loss: 5.07
INFO:Pipeline:            Time: 00:37:25, Epoch: 2, Step: 9600, Step Loss: 4.97
INFO:Pipeline:            Time: 00:37:48, Epoch: 2, Step: 9700, Step Loss: 5.06
INFO:Pipeline:            Time: 00:38:10, Epoch: 2, Step: 9800, Step Loss: 4.96
INFO:Pipeline:            Time: 00:38:33, Epoch: 2, Step: 9900, Step Loss: 5.01
INFO:Pipeline:            Time: 00:38:56, Epoch: 2, Step: 10000, Step Loss: 4.97
INFO:Pipeline:            Eval Loss: 4.79, Perplexity: 120.49
INFO:Pipeline:            Time: 00:39:21, Epoch: 2, Step: 10100, Step Loss: 4.95
INFO:Pipeline:            Time: 00:39:43, Epoch: 2, Step: 10200, Step Loss: 4.93
INFO:Pipeline:            Time: 00:40:06, Epoch: 2, Step: 10300, Step Loss: 4.94
INFO:Pipeline:            Time: 00:40:29, Epoch: 2, Step: 10400, Step Loss: 4.99
INFO:Pipeline:            Time: 00:40:51, Epoch: 2, Step: 10500, Step Loss: 4.86
INFO:Pipeline:            Time: 00:41:14, Epoch: 2, Step: 10600, Step Loss: 4.98
INFO:Pipeline:            Time: 00:41:37, Epoch: 2, Step: 10700, Step Loss: 4.96
INFO:Pipeline:            Time: 00:42:00, Epoch: 2, Step: 10800, Step Loss: 4.94
INFO:Pipeline:            Time: 00:42:22, Epoch: 2, Step: 10900, Step Loss: 4.95
INFO:Pipeline:            Time: 00:42:45, Epoch: 2, Step: 11000, Step Loss: 4.99
INFO:Pipeline:            Eval Loss: 4.73, Perplexity: 112.81
INFO:Pipeline:            Time: 00:43:10, Epoch: 2, Step: 11100, Step Loss: 4.93
INFO:Pipeline:            Time: 00:43:33, Epoch: 2, Step: 11200, Step Loss: 4.92
INFO:Pipeline:            Time: 00:43:55, Epoch: 2, Step: 11300, Step Loss: 4.92
INFO:Pipeline:            Time: 00:44:18, Epoch: 2, Step: 11400, Step Loss: 4.92
INFO:Pipeline:            Time: 00:44:41, Epoch: 2, Step: 11500, Step Loss: 4.94
INFO:Pipeline:            Time: 00:45:03, Epoch: 2, Step: 11600, Step Loss: 4.92
INFO:Pipeline:            Time: 00:45:26, Epoch: 2, Step: 11700, Step Loss: 4.88
INFO:Pipeline:            Time: 00:45:49, Epoch: 2, Step: 11800, Step Loss: 4.86
INFO:Pipeline:            Time: 00:46:12, Epoch: 2, Step: 11900, Step Loss: 4.86
INFO:Pipeline:            Time: 00:46:34, Epoch: 2, Step: 12000, Step Loss: 4.86
INFO:Pipeline:            Eval Loss: 4.67, Perplexity: 106.24
INFO:Pipeline:            Time: 00:46:59, Epoch: 2, Step: 12100, Step Loss: 4.84
INFO:Pipeline:            Time: 00:47:22, Epoch: 2, Step: 12200, Step Loss: 4.84
INFO:Pipeline:            Time: 00:47:45, Epoch: 3, Step: 12300, Step Loss: 4.82
INFO:Pipeline:            Time: 00:48:07, Epoch: 3, Step: 12400, Step Loss: 4.85
INFO:Pipeline:            Time: 00:48:30, Epoch: 3, Step: 12500, Step Loss: 4.84
INFO:Pipeline:            Time: 00:48:53, Epoch: 3, Step: 12600, Step Loss: 4.82
INFO:Pipeline:            Time: 00:49:16, Epoch: 3, Step: 12700, Step Loss: 4.91
INFO:Pipeline:            Time: 00:49:38, Epoch: 3, Step: 12800, Step Loss: 4.91
INFO:Pipeline:            Time: 00:50:01, Epoch: 3, Step: 12900, Step Loss: 4.82
INFO:Pipeline:            Time: 00:50:24, Epoch: 3, Step: 13000, Step Loss: 4.79
INFO:Pipeline:            Eval Loss: 4.61, Perplexity: 100.53
INFO:Pipeline:            Time: 00:50:49, Epoch: 3, Step: 13100, Step Loss: 4.81
INFO:Pipeline:            Time: 00:51:12, Epoch: 3, Step: 13200, Step Loss: 4.81
INFO:Pipeline:            Time: 00:51:34, Epoch: 3, Step: 13300, Step Loss: 4.79
INFO:Pipeline:            Time: 00:51:57, Epoch: 3, Step: 13400, Step Loss: 4.71
INFO:Pipeline:            Time: 00:52:20, Epoch: 3, Step: 13500, Step Loss: 4.78
INFO:Pipeline:            Time: 00:52:42, Epoch: 3, Step: 13600, Step Loss: 4.70
INFO:Pipeline:            Time: 00:53:05, Epoch: 3, Step: 13700, Step Loss: 4.79
INFO:Pipeline:            Time: 00:53:28, Epoch: 3, Step: 13800, Step Loss: 4.86
INFO:Pipeline:            Time: 00:53:50, Epoch: 3, Step: 13900, Step Loss: 4.82
INFO:Pipeline:            Time: 00:54:13, Epoch: 3, Step: 14000, Step Loss: 4.71
INFO:Pipeline:            Eval Loss: 4.56, Perplexity: 95.79
INFO:Pipeline:            Time: 00:54:38, Epoch: 3, Step: 14100, Step Loss: 4.74
INFO:Pipeline:            Time: 00:55:01, Epoch: 3, Step: 14200, Step Loss: 4.80
INFO:Pipeline:            Time: 00:55:24, Epoch: 3, Step: 14300, Step Loss: 4.76
INFO:Pipeline:            Time: 00:55:46, Epoch: 3, Step: 14400, Step Loss: 4.78
INFO:Pipeline:            Time: 00:56:09, Epoch: 3, Step: 14500, Step Loss: 4.72
INFO:Pipeline:            Time: 00:56:32, Epoch: 3, Step: 14600, Step Loss: 4.73
INFO:Pipeline:            Time: 00:56:55, Epoch: 3, Step: 14700, Step Loss: 4.65
INFO:Pipeline:            Time: 00:57:17, Epoch: 3, Step: 14800, Step Loss: 4.78
INFO:Pipeline:            Time: 00:57:40, Epoch: 3, Step: 14900, Step Loss: 4.79
INFO:Pipeline:            Time: 00:58:03, Epoch: 3, Step: 15000, Step Loss: 4.71
INFO:Pipeline:            Eval Loss: 4.52, Perplexity: 91.67
INFO:Pipeline:            Time: 00:58:28, Epoch: 3, Step: 15100, Step Loss: 4.72
INFO:Pipeline:            Time: 00:58:51, Epoch: 3, Step: 15200, Step Loss: 4.73
INFO:Pipeline:            Time: 00:59:13, Epoch: 3, Step: 15300, Step Loss: 4.72
INFO:Pipeline:            Time: 00:59:36, Epoch: 3, Step: 15400, Step Loss: 4.74
INFO:Pipeline:            Time: 00:59:59, Epoch: 3, Step: 15500, Step Loss: 4.69
INFO:Pipeline:            Time: 01:00:22, Epoch: 3, Step: 15600, Step Loss: 4.69
INFO:Pipeline:            Time: 01:00:44, Epoch: 3, Step: 15700, Step Loss: 4.67
INFO:Pipeline:            Time: 01:01:07, Epoch: 3, Step: 15800, Step Loss: 4.62
INFO:Pipeline:            Time: 01:01:30, Epoch: 3, Step: 15900, Step Loss: 4.68
INFO:Pipeline:            Time: 01:01:52, Epoch: 3, Step: 16000, Step Loss: 4.74
INFO:Pipeline:            Eval Loss: 4.47, Perplexity: 87.75
INFO:Pipeline:            Time: 01:02:17, Epoch: 3, Step: 16100, Step Loss: 4.65
INFO:Pipeline:            Time: 01:02:40, Epoch: 3, Step: 16200, Step Loss: 4.66
INFO:Pipeline:            Time: 01:03:03, Epoch: 3, Step: 16300, Step Loss: 4.70
INFO:Pipeline:            Time: 01:03:26, Epoch: 3, Step: 16400, Step Loss: 4.65
INFO:Pipeline:            Time: 01:03:48, Epoch: 3, Step: 16500, Step Loss: 4.63
INFO:Pipeline:            Time: 01:04:11, Epoch: 3, Step: 16600, Step Loss: 4.59
INFO:Pipeline:            Time: 01:04:34, Epoch: 3, Step: 16700, Step Loss: 4.60
INFO:Pipeline:            Time: 01:04:56, Epoch: 3, Step: 16800, Step Loss: 4.65
INFO:Pipeline:            Time: 01:05:19, Epoch: 3, Step: 16900, Step Loss: 4.61
INFO:Pipeline:            Time: 01:05:42, Epoch: 3, Step: 17000, Step Loss: 4.67
INFO:Pipeline:            Eval Loss: 4.44, Perplexity: 84.54
INFO:Pipeline:            Time: 01:06:07, Epoch: 3, Step: 17100, Step Loss: 4.57
INFO:Pipeline:            Time: 01:06:30, Epoch: 3, Step: 17200, Step Loss: 4.65
INFO:Pipeline:            Time: 01:06:52, Epoch: 3, Step: 17300, Step Loss: 4.57
INFO:Pipeline:            Time: 01:07:15, Epoch: 3, Step: 17400, Step Loss: 4.65
INFO:Pipeline:            Time: 01:07:38, Epoch: 3, Step: 17500, Step Loss: 4.67
INFO:Pipeline:            Time: 01:08:00, Epoch: 3, Step: 17600, Step Loss: 4.61
INFO:Pipeline:            Time: 01:08:23, Epoch: 3, Step: 17700, Step Loss: 4.58
INFO:Pipeline:            Time: 01:08:46, Epoch: 3, Step: 17800, Step Loss: 4.65
INFO:Pipeline:            Time: 01:09:09, Epoch: 3, Step: 17900, Step Loss: 4.59
INFO:Pipeline:            Time: 01:09:31, Epoch: 3, Step: 18000, Step Loss: 4.57
INFO:Pipeline:            Eval Loss: 4.40, Perplexity: 81.77
INFO:Pipeline:            Time: 01:09:56, Epoch: 3, Step: 18100, Step Loss: 4.56
INFO:Pipeline:            Time: 01:10:19, Epoch: 3, Step: 18200, Step Loss: 4.62
INFO:Pipeline:            Time: 01:10:42, Epoch: 3, Step: 18300, Step Loss: 4.51
INFO:Pipeline:            Time: 01:11:05, Epoch: 4, Step: 18400, Step Loss: 4.54
INFO:Pipeline:            Time: 01:11:27, Epoch: 4, Step: 18500, Step Loss: 4.54
INFO:Pipeline:            Time: 01:11:50, Epoch: 4, Step: 18600, Step Loss: 4.57
INFO:Pipeline:            Time: 01:12:13, Epoch: 4, Step: 18700, Step Loss: 4.63
INFO:Pipeline:            Time: 01:12:35, Epoch: 4, Step: 18800, Step Loss: 4.61
INFO:Pipeline:            Time: 01:12:58, Epoch: 4, Step: 18900, Step Loss: 4.51
INFO:Pipeline:            Time: 01:13:21, Epoch: 4, Step: 19000, Step Loss: 4.50
INFO:Pipeline:            Eval Loss: 4.37, Perplexity: 79.26
INFO:Pipeline:            Time: 01:13:46, Epoch: 4, Step: 19100, Step Loss: 4.56
INFO:Pipeline:            Time: 01:14:09, Epoch: 4, Step: 19200, Step Loss: 4.55
INFO:Pipeline:            Time: 01:14:31, Epoch: 4, Step: 19300, Step Loss: 4.53
INFO:Pipeline:            Time: 01:14:54, Epoch: 4, Step: 19400, Step Loss: 4.59
INFO:Pipeline:            Time: 01:15:17, Epoch: 4, Step: 19500, Step Loss: 4.59
INFO:Pipeline:            Time: 01:15:40, Epoch: 4, Step: 19600, Step Loss: 4.54
INFO:Pipeline:            Time: 01:16:02, Epoch: 4, Step: 19700, Step Loss: 4.56
INFO:Pipeline:            Time: 01:16:25, Epoch: 4, Step: 19800, Step Loss: 4.62
INFO:Pipeline:            Time: 01:16:48, Epoch: 4, Step: 19900, Step Loss: 4.51
INFO:Pipeline:            Time: 01:17:11, Epoch: 4, Step: 20000, Step Loss: 4.49
INFO:Pipeline:            Eval Loss: 4.34, Perplexity: 77.03
INFO:Pipeline:            Time: 01:17:36, Epoch: 4, Step: 20100, Step Loss: 4.49
INFO:Pipeline:            Time: 01:17:58, Epoch: 4, Step: 20200, Step Loss: 4.52
INFO:Pipeline:            Time: 01:18:21, Epoch: 4, Step: 20300, Step Loss: 4.45
INFO:Pipeline:            Time: 01:18:44, Epoch: 4, Step: 20400, Step Loss: 4.44
INFO:Pipeline:            Time: 01:19:07, Epoch: 4, Step: 20500, Step Loss: 4.49
INFO:Pipeline:            Time: 01:19:29, Epoch: 4, Step: 20600, Step Loss: 4.48
INFO:Pipeline:            Time: 01:19:52, Epoch: 4, Step: 20700, Step Loss: 4.47
INFO:Pipeline:            Time: 01:20:15, Epoch: 4, Step: 20800, Step Loss: 4.43
INFO:Pipeline:            Time: 01:20:37, Epoch: 4, Step: 20900, Step Loss: 4.53
INFO:Pipeline:            Time: 01:21:00, Epoch: 4, Step: 21000, Step Loss: 4.43
INFO:Pipeline:            Eval Loss: 4.32, Perplexity: 74.82
INFO:Pipeline:            Time: 01:21:25, Epoch: 4, Step: 21100, Step Loss: 4.42
INFO:Pipeline:            Time: 01:21:48, Epoch: 4, Step: 21200, Step Loss: 4.45
INFO:Pipeline:            Time: 01:22:10, Epoch: 4, Step: 21300, Step Loss: 4.50
INFO:Pipeline:            Time: 01:22:33, Epoch: 4, Step: 21400, Step Loss: 4.46
INFO:Pipeline:            Time: 01:22:56, Epoch: 4, Step: 21500, Step Loss: 4.49
INFO:Pipeline:            Time: 01:23:19, Epoch: 4, Step: 21600, Step Loss: 4.47
INFO:Pipeline:            Time: 01:23:41, Epoch: 4, Step: 21700, Step Loss: 4.48
INFO:Pipeline:            Time: 01:24:04, Epoch: 4, Step: 21800, Step Loss: 4.47
INFO:Pipeline:            Time: 01:24:27, Epoch: 4, Step: 21900, Step Loss: 4.47
INFO:Pipeline:            Time: 01:24:49, Epoch: 4, Step: 22000, Step Loss: 4.51
INFO:Pipeline:            Eval Loss: 4.29, Perplexity: 72.84
INFO:Pipeline:            Time: 01:25:14, Epoch: 4, Step: 22100, Step Loss: 4.48
INFO:Pipeline:            Time: 01:25:37, Epoch: 4, Step: 22200, Step Loss: 4.47
INFO:Pipeline:            Time: 01:26:00, Epoch: 4, Step: 22300, Step Loss: 4.46
INFO:Pipeline:            Time: 01:26:22, Epoch: 4, Step: 22400, Step Loss: 4.48
INFO:Pipeline:            Time: 01:26:45, Epoch: 4, Step: 22500, Step Loss: 4.50
INFO:Pipeline:            Time: 01:27:08, Epoch: 4, Step: 22600, Step Loss: 4.51
INFO:Pipeline:            Time: 01:27:30, Epoch: 4, Step: 22700, Step Loss: 4.44
INFO:Pipeline:            Time: 01:27:53, Epoch: 4, Step: 22800, Step Loss: 4.41
INFO:Pipeline:            Time: 01:28:16, Epoch: 4, Step: 22900, Step Loss: 4.44
INFO:Pipeline:            Time: 01:28:38, Epoch: 4, Step: 23000, Step Loss: 4.43
INFO:Pipeline:            Eval Loss: 4.26, Perplexity: 70.90
INFO:Pipeline:            Time: 01:29:03, Epoch: 4, Step: 23100, Step Loss: 4.44
INFO:Pipeline:            Time: 01:29:26, Epoch: 4, Step: 23200, Step Loss: 4.45
INFO:Pipeline:            Time: 01:29:49, Epoch: 4, Step: 23300, Step Loss: 4.42
INFO:Pipeline:            Time: 01:30:12, Epoch: 4, Step: 23400, Step Loss: 4.45
INFO:Pipeline:            Time: 01:30:34, Epoch: 4, Step: 23500, Step Loss: 4.53
INFO:Pipeline:            Time: 01:30:57, Epoch: 4, Step: 23600, Step Loss: 4.44
INFO:Pipeline:            Time: 01:31:20, Epoch: 4, Step: 23700, Step Loss: 4.47
INFO:Pipeline:            Time: 01:31:43, Epoch: 4, Step: 23800, Step Loss: 4.42
INFO:Pipeline:            Time: 01:32:05, Epoch: 4, Step: 23900, Step Loss: 4.40
INFO:Pipeline:            Time: 01:32:28, Epoch: 4, Step: 24000, Step Loss: 4.37
INFO:Pipeline:            Eval Loss: 4.24, Perplexity: 69.41
INFO:Pipeline:            Time: 01:32:53, Epoch: 4, Step: 24100, Step Loss: 4.42
INFO:Pipeline:            Time: 01:33:16, Epoch: 4, Step: 24200, Step Loss: 4.40
INFO:Pipeline:            Time: 01:33:39, Epoch: 4, Step: 24300, Step Loss: 4.38
INFO:Pipeline:            Time: 01:34:01, Epoch: 4, Step: 24400, Step Loss: 4.34
INFO:Pipeline:            Time: 01:34:24, Epoch: 5, Step: 24500, Step Loss: 4.38
INFO:Pipeline:            Time: 01:34:47, Epoch: 5, Step: 24600, Step Loss: 4.34
INFO:Pipeline:            Time: 01:35:09, Epoch: 5, Step: 24700, Step Loss: 4.42
INFO:Pipeline:            Time: 01:35:32, Epoch: 5, Step: 24800, Step Loss: 4.45
INFO:Pipeline:            Time: 01:35:55, Epoch: 5, Step: 24900, Step Loss: 4.32
INFO:Pipeline:            Time: 01:36:18, Epoch: 5, Step: 25000, Step Loss: 4.34
INFO:Pipeline:            Eval Loss: 4.22, Perplexity: 67.92
INFO:Pipeline:            Time: 01:36:43, Epoch: 5, Step: 25100, Step Loss: 4.34
INFO:Pipeline:            Time: 01:37:05, Epoch: 5, Step: 25200, Step Loss: 4.36
INFO:Pipeline:            Time: 01:37:28, Epoch: 5, Step: 25300, Step Loss: 4.44
INFO:Pipeline:            Time: 01:37:51, Epoch: 5, Step: 25400, Step Loss: 4.32
INFO:Pipeline:            Time: 01:38:13, Epoch: 5, Step: 25500, Step Loss: 4.33
INFO:Pipeline:            Time: 01:38:36, Epoch: 5, Step: 25600, Step Loss: 4.37
INFO:Pipeline:            Time: 01:38:59, Epoch: 5, Step: 25700, Step Loss: 4.38
INFO:Pipeline:            Time: 01:39:21, Epoch: 5, Step: 25800, Step Loss: 4.33
INFO:Pipeline:            Time: 01:39:44, Epoch: 5, Step: 25900, Step Loss: 4.32
INFO:Pipeline:            Time: 01:40:07, Epoch: 5, Step: 26000, Step Loss: 4.27
INFO:Pipeline:            Eval Loss: 4.20, Perplexity: 66.53
INFO:Pipeline:            Time: 01:40:32, Epoch: 5, Step: 26100, Step Loss: 4.38
INFO:Pipeline:            Time: 01:40:54, Epoch: 5, Step: 26200, Step Loss: 4.37
INFO:Pipeline:            Time: 01:41:17, Epoch: 5, Step: 26300, Step Loss: 4.33
INFO:Pipeline:            Time: 01:41:40, Epoch: 5, Step: 26400, Step Loss: 4.39
INFO:Pipeline:            Time: 01:42:02, Epoch: 5, Step: 26500, Step Loss: 4.38
INFO:Pipeline:            Time: 01:42:25, Epoch: 5, Step: 26600, Step Loss: 4.33
INFO:Pipeline:            Time: 01:42:48, Epoch: 5, Step: 26700, Step Loss: 4.39
INFO:Pipeline:            Time: 01:43:11, Epoch: 5, Step: 26800, Step Loss: 4.29
INFO:Pipeline:            Time: 01:43:33, Epoch: 5, Step: 26900, Step Loss: 4.40
INFO:Pipeline:            Time: 01:43:56, Epoch: 5, Step: 27000, Step Loss: 4.38
INFO:Pipeline:            Eval Loss: 4.18, Perplexity: 65.23
INFO:Pipeline:            Time: 01:44:21, Epoch: 5, Step: 27100, Step Loss: 4.30
INFO:Pipeline:            Time: 01:44:44, Epoch: 5, Step: 27200, Step Loss: 4.34
INFO:Pipeline:            Time: 01:45:06, Epoch: 5, Step: 27300, Step Loss: 4.38
INFO:Pipeline:            Time: 01:45:29, Epoch: 5, Step: 27400, Step Loss: 4.29
INFO:Pipeline:            Time: 01:45:52, Epoch: 5, Step: 27500, Step Loss: 4.39
INFO:Pipeline:            Time: 01:46:14, Epoch: 5, Step: 27600, Step Loss: 4.40
INFO:Pipeline:            Time: 01:46:37, Epoch: 5, Step: 27700, Step Loss: 4.33
INFO:Pipeline:            Time: 01:47:00, Epoch: 5, Step: 27800, Step Loss: 4.37
INFO:Pipeline:            Time: 01:47:22, Epoch: 5, Step: 27900, Step Loss: 4.30
INFO:Pipeline:            Time: 01:47:45, Epoch: 5, Step: 28000, Step Loss: 4.28
INFO:Pipeline:            Eval Loss: 4.16, Perplexity: 63.95
INFO:Pipeline:            Time: 01:48:10, Epoch: 5, Step: 28100, Step Loss: 4.31
INFO:Pipeline:            Time: 01:48:33, Epoch: 5, Step: 28200, Step Loss: 4.30
INFO:Pipeline:            Time: 01:48:55, Epoch: 5, Step: 28300, Step Loss: 4.35
INFO:Pipeline:            Time: 01:49:18, Epoch: 5, Step: 28400, Step Loss: 4.35
INFO:Pipeline:            Time: 01:49:41, Epoch: 5, Step: 28500, Step Loss: 4.30
INFO:Pipeline:            Time: 01:50:03, Epoch: 5, Step: 28600, Step Loss: 4.34
INFO:Pipeline:            Time: 01:50:26, Epoch: 5, Step: 28700, Step Loss: 4.31
INFO:Pipeline:            Time: 01:50:49, Epoch: 5, Step: 28800, Step Loss: 4.33
INFO:Pipeline:            Time: 01:51:11, Epoch: 5, Step: 28900, Step Loss: 4.33
INFO:Pipeline:            Time: 01:51:34, Epoch: 5, Step: 29000, Step Loss: 4.25
INFO:Pipeline:            Eval Loss: 4.14, Perplexity: 62.77
INFO:Pipeline:            Time: 01:51:59, Epoch: 5, Step: 29100, Step Loss: 4.32
INFO:Pipeline:            Time: 01:52:22, Epoch: 5, Step: 29200, Step Loss: 4.36
INFO:Pipeline:            Time: 01:52:45, Epoch: 5, Step: 29300, Step Loss: 4.30
INFO:Pipeline:            Time: 01:53:07, Epoch: 5, Step: 29400, Step Loss: 4.25
INFO:Pipeline:            Time: 01:53:30, Epoch: 5, Step: 29500, Step Loss: 4.34
INFO:Pipeline:            Time: 01:53:53, Epoch: 5, Step: 29600, Step Loss: 4.31
INFO:Pipeline:            Time: 01:54:15, Epoch: 5, Step: 29700, Step Loss: 4.27
INFO:Pipeline:            Time: 01:54:38, Epoch: 5, Step: 29800, Step Loss: 4.20
INFO:Pipeline:            Time: 01:55:01, Epoch: 5, Step: 29900, Step Loss: 4.18
INFO:Pipeline:            Time: 01:55:23, Epoch: 5, Step: 30000, Step Loss: 4.32
INFO:Pipeline:            Eval Loss: 4.12, Perplexity: 61.78
INFO:Pipeline:            Time: 01:55:48, Epoch: 5, Step: 30100, Step Loss: 4.29
INFO:Pipeline:            Time: 01:56:11, Epoch: 5, Step: 30200, Step Loss: 4.33
INFO:Pipeline:            Time: 01:56:34, Epoch: 5, Step: 30300, Step Loss: 4.27
INFO:Pipeline:            Time: 01:56:56, Epoch: 5, Step: 30400, Step Loss: 4.28
INFO:Pipeline:            Time: 01:57:19, Epoch: 5, Step: 30500, Step Loss: 4.23
INFO:Pipeline:            Time: 01:57:42, Epoch: 6, Step: 30600, Step Loss: 4.25
INFO:Pipeline:            Time: 01:58:04, Epoch: 6, Step: 30700, Step Loss: 4.27
INFO:Pipeline:            Time: 01:58:27, Epoch: 6, Step: 30800, Step Loss: 4.20
INFO:Pipeline:            Time: 01:58:50, Epoch: 6, Step: 30900, Step Loss: 4.33
INFO:Pipeline:            Time: 01:59:12, Epoch: 6, Step: 31000, Step Loss: 4.29
INFO:Pipeline:            Eval Loss: 4.11, Perplexity: 60.90
INFO:Pipeline:            Time: 01:59:37, Epoch: 6, Step: 31100, Step Loss: 4.30
INFO:Pipeline:            Time: 02:00:00, Epoch: 6, Step: 31200, Step Loss: 4.29
INFO:Pipeline:            Time: 02:00:23, Epoch: 6, Step: 31300, Step Loss: 4.32
INFO:Pipeline:            Time: 02:00:45, Epoch: 6, Step: 31400, Step Loss: 4.32
INFO:Pipeline:            Time: 02:01:08, Epoch: 6, Step: 31500, Step Loss: 4.22
INFO:Pipeline:            Time: 02:01:31, Epoch: 6, Step: 31600, Step Loss: 4.31
INFO:Pipeline:            Time: 02:01:53, Epoch: 6, Step: 31700, Step Loss: 4.22
INFO:Pipeline:            Time: 02:02:16, Epoch: 6, Step: 31800, Step Loss: 4.23
INFO:Pipeline:            Time: 02:02:39, Epoch: 6, Step: 31900, Step Loss: 4.33
INFO:Pipeline:            Time: 02:03:01, Epoch: 6, Step: 32000, Step Loss: 4.30
INFO:Pipeline:            Eval Loss: 4.09, Perplexity: 59.92
INFO:Pipeline:            Time: 02:03:26, Epoch: 6, Step: 32100, Step Loss: 4.26
INFO:Pipeline:            Time: 02:03:49, Epoch: 6, Step: 32200, Step Loss: 4.23
INFO:Pipeline:            Time: 02:04:12, Epoch: 6, Step: 32300, Step Loss: 4.21
INFO:Pipeline:            Time: 02:04:34, Epoch: 6, Step: 32400, Step Loss: 4.17
INFO:Pipeline:            Time: 02:04:57, Epoch: 6, Step: 32500, Step Loss: 4.25
INFO:Pipeline:            Time: 02:05:19, Epoch: 6, Step: 32600, Step Loss: 4.24
INFO:Pipeline:            Time: 02:05:42, Epoch: 6, Step: 32700, Step Loss: 4.20
INFO:Pipeline:            Time: 02:06:05, Epoch: 6, Step: 32800, Step Loss: 4.22
INFO:Pipeline:            Time: 02:06:27, Epoch: 6, Step: 32900, Step Loss: 4.18
INFO:Pipeline:            Time: 02:06:50, Epoch: 6, Step: 33000, Step Loss: 4.18
INFO:Pipeline:            Eval Loss: 4.08, Perplexity: 59.09
INFO:Pipeline:            Time: 02:07:16, Epoch: 6, Step: 33100, Step Loss: 4.26
INFO:Pipeline:            Time: 02:07:38, Epoch: 6, Step: 33200, Step Loss: 4.28
INFO:Pipeline:            Time: 02:08:01, Epoch: 6, Step: 33300, Step Loss: 4.20
INFO:Pipeline:            Time: 02:08:24, Epoch: 6, Step: 33400, Step Loss: 4.26
INFO:Pipeline:            Time: 02:08:46, Epoch: 6, Step: 33500, Step Loss: 4.24
INFO:Pipeline:            Time: 02:09:09, Epoch: 6, Step: 33600, Step Loss: 4.25
INFO:Pipeline:            Time: 02:09:31, Epoch: 6, Step: 33700, Step Loss: 4.29
INFO:Pipeline:            Time: 02:09:54, Epoch: 6, Step: 33800, Step Loss: 4.16
INFO:Pipeline:            Time: 02:10:17, Epoch: 6, Step: 33900, Step Loss: 4.21
INFO:Pipeline:            Time: 02:10:39, Epoch: 6, Step: 34000, Step Loss: 4.21
INFO:Pipeline:            Eval Loss: 4.06, Perplexity: 58.24
INFO:Pipeline:            Time: 02:11:04, Epoch: 6, Step: 34100, Step Loss: 4.17
INFO:Pipeline:            Time: 02:11:27, Epoch: 6, Step: 34200, Step Loss: 4.22
INFO:Pipeline:            Time: 02:11:50, Epoch: 6, Step: 34300, Step Loss: 4.15
INFO:Pipeline:            Time: 02:12:12, Epoch: 6, Step: 34400, Step Loss: 4.22
INFO:Pipeline:            Time: 02:12:35, Epoch: 6, Step: 34500, Step Loss: 4.16
INFO:Pipeline:            Time: 02:12:58, Epoch: 6, Step: 34600, Step Loss: 4.30
INFO:Pipeline:            Time: 02:13:20, Epoch: 6, Step: 34700, Step Loss: 4.25
INFO:Pipeline:            Time: 02:13:43, Epoch: 6, Step: 34800, Step Loss: 4.25
INFO:Pipeline:            Time: 02:14:06, Epoch: 6, Step: 34900, Step Loss: 4.18
INFO:Pipeline:            Time: 02:14:28, Epoch: 6, Step: 35000, Step Loss: 4.17
INFO:Pipeline:            Eval Loss: 4.05, Perplexity: 57.48
INFO:Pipeline:            Time: 02:14:53, Epoch: 6, Step: 35100, Step Loss: 4.20
INFO:Pipeline:            Time: 02:15:16, Epoch: 6, Step: 35200, Step Loss: 4.26
INFO:Pipeline:            Time: 02:15:39, Epoch: 6, Step: 35300, Step Loss: 4.21
INFO:Pipeline:            Time: 02:16:01, Epoch: 6, Step: 35400, Step Loss: 4.23
INFO:Pipeline:            Time: 02:16:24, Epoch: 6, Step: 35500, Step Loss: 4.19
INFO:Pipeline:            Time: 02:16:47, Epoch: 6, Step: 35600, Step Loss: 4.14
INFO:Pipeline:            Time: 02:17:09, Epoch: 6, Step: 35700, Step Loss: 4.19
INFO:Pipeline:            Time: 02:17:32, Epoch: 6, Step: 35800, Step Loss: 4.14
INFO:Pipeline:            Time: 02:17:55, Epoch: 6, Step: 35900, Step Loss: 4.20
INFO:Pipeline:            Time: 02:18:17, Epoch: 6, Step: 36000, Step Loss: 4.24
INFO:Pipeline:            Eval Loss: 4.04, Perplexity: 56.86
INFO:Pipeline:            Time: 02:18:42, Epoch: 6, Step: 36100, Step Loss: 4.18
INFO:Pipeline:            Time: 02:19:05, Epoch: 6, Step: 36200, Step Loss: 4.14
INFO:Pipeline:            Time: 02:19:28, Epoch: 6, Step: 36300, Step Loss: 4.22
INFO:Pipeline:            Time: 02:19:50, Epoch: 6, Step: 36400, Step Loss: 4.18
INFO:Pipeline:            Time: 02:20:13, Epoch: 6, Step: 36500, Step Loss: 4.11
INFO:Pipeline:            Time: 02:20:36, Epoch: 6, Step: 36600, Step Loss: 4.18
INFO:Pipeline:            Time: 02:20:58, Epoch: 7, Step: 36700, Step Loss: 4.16
INFO:Pipeline:            Time: 02:21:21, Epoch: 7, Step: 36800, Step Loss: 4.16
INFO:Pipeline:            Time: 02:21:44, Epoch: 7, Step: 36900, Step Loss: 4.20
INFO:Pipeline:            Time: 02:22:06, Epoch: 7, Step: 37000, Step Loss: 4.19
INFO:Pipeline:            Eval Loss: 4.03, Perplexity: 56.16
INFO:Pipeline:            Time: 02:22:31, Epoch: 7, Step: 37100, Step Loss: 4.09
INFO:Pipeline:            Time: 02:22:54, Epoch: 7, Step: 37200, Step Loss: 4.08
INFO:Pipeline:            Time: 02:23:16, Epoch: 7, Step: 37300, Step Loss: 4.13
INFO:Pipeline:            Time: 02:23:39, Epoch: 7, Step: 37400, Step Loss: 4.14
INFO:Pipeline:            Time: 02:24:02, Epoch: 7, Step: 37500, Step Loss: 4.15
INFO:Pipeline:            Time: 02:24:24, Epoch: 7, Step: 37600, Step Loss: 4.19
INFO:Pipeline:            Time: 02:24:47, Epoch: 7, Step: 37700, Step Loss: 4.12
INFO:Pipeline:            Time: 02:25:10, Epoch: 7, Step: 37800, Step Loss: 4.15
INFO:Pipeline:            Time: 02:25:32, Epoch: 7, Step: 37900, Step Loss: 4.14
INFO:Pipeline:            Time: 02:25:55, Epoch: 7, Step: 38000, Step Loss: 4.19
INFO:Pipeline:            Eval Loss: 4.02, Perplexity: 55.49
INFO:Pipeline:            Time: 02:26:20, Epoch: 7, Step: 38100, Step Loss: 4.15
INFO:Pipeline:            Time: 02:26:43, Epoch: 7, Step: 38200, Step Loss: 4.16
INFO:Pipeline:            Time: 02:27:05, Epoch: 7, Step: 38300, Step Loss: 4.18
INFO:Pipeline:            Time: 02:27:28, Epoch: 7, Step: 38400, Step Loss: 4.09
INFO:Pipeline:            Time: 02:27:51, Epoch: 7, Step: 38500, Step Loss: 4.13
INFO:Pipeline:            Time: 02:28:13, Epoch: 7, Step: 38600, Step Loss: 4.18
INFO:Pipeline:            Time: 02:28:36, Epoch: 7, Step: 38700, Step Loss: 4.10
INFO:Pipeline:            Time: 02:28:59, Epoch: 7, Step: 38800, Step Loss: 4.11
INFO:Pipeline:            Time: 02:29:21, Epoch: 7, Step: 38900, Step Loss: 4.16
INFO:Pipeline:            Time: 02:29:44, Epoch: 7, Step: 39000, Step Loss: 4.12
INFO:Pipeline:            Eval Loss: 4.01, Perplexity: 54.97
INFO:Pipeline:            Time: 02:30:09, Epoch: 7, Step: 39100, Step Loss: 4.15
INFO:Pipeline:            Time: 02:30:31, Epoch: 7, Step: 39200, Step Loss: 4.17
INFO:Pipeline:            Time: 02:30:54, Epoch: 7, Step: 39300, Step Loss: 4.09
INFO:Pipeline:            Time: 02:31:17, Epoch: 7, Step: 39400, Step Loss: 4.11
INFO:Pipeline:            Time: 02:31:39, Epoch: 7, Step: 39500, Step Loss: 4.17
INFO:Pipeline:            Time: 02:32:02, Epoch: 7, Step: 39600, Step Loss: 4.13
INFO:Pipeline:            Time: 02:32:25, Epoch: 7, Step: 39700, Step Loss: 4.18
INFO:Pipeline:            Time: 02:32:48, Epoch: 7, Step: 39800, Step Loss: 4.13
INFO:Pipeline:            Time: 02:33:10, Epoch: 7, Step: 39900, Step Loss: 4.16
INFO:Pipeline:            Time: 02:33:33, Epoch: 7, Step: 40000, Step Loss: 4.09
INFO:Pipeline:            Eval Loss: 4.00, Perplexity: 54.34
INFO:Pipeline:            Time: 02:33:58, Epoch: 7, Step: 40100, Step Loss: 4.09
INFO:Pipeline:            Time: 02:34:20, Epoch: 7, Step: 40200, Step Loss: 4.15
INFO:Pipeline:            Time: 02:34:43, Epoch: 7, Step: 40300, Step Loss: 4.13
INFO:Pipeline:            Time: 02:35:06, Epoch: 7, Step: 40400, Step Loss: 4.23
INFO:Pipeline:            Time: 02:35:28, Epoch: 7, Step: 40500, Step Loss: 4.08
INFO:Pipeline:            Time: 02:35:51, Epoch: 7, Step: 40600, Step Loss: 4.14
INFO:Pipeline:            Time: 02:36:14, Epoch: 7, Step: 40700, Step Loss: 4.14
INFO:Pipeline:            Time: 02:36:36, Epoch: 7, Step: 40800, Step Loss: 4.16
INFO:Pipeline:            Time: 02:36:59, Epoch: 7, Step: 40900, Step Loss: 4.14
INFO:Pipeline:            Time: 02:37:22, Epoch: 7, Step: 41000, Step Loss: 4.16
INFO:Pipeline:            Eval Loss: 3.98, Perplexity: 53.74
INFO:Pipeline:            Time: 02:37:47, Epoch: 7, Step: 41100, Step Loss: 4.10
INFO:Pipeline:            Time: 02:38:09, Epoch: 7, Step: 41200, Step Loss: 4.07
INFO:Pipeline:            Time: 02:38:32, Epoch: 7, Step: 41300, Step Loss: 4.07
INFO:Pipeline:            Time: 02:38:55, Epoch: 7, Step: 41400, Step Loss: 4.13
INFO:Pipeline:            Time: 02:39:18, Epoch: 7, Step: 41500, Step Loss: 4.11
INFO:Pipeline:            Time: 02:39:40, Epoch: 7, Step: 41600, Step Loss: 4.10
INFO:Pipeline:            Time: 02:40:03, Epoch: 7, Step: 41700, Step Loss: 4.07
INFO:Pipeline:            Time: 02:40:26, Epoch: 7, Step: 41800, Step Loss: 4.17
INFO:Pipeline:            Time: 02:40:48, Epoch: 7, Step: 41900, Step Loss: 4.10
INFO:Pipeline:            Time: 02:41:11, Epoch: 7, Step: 42000, Step Loss: 4.10
INFO:Pipeline:            Eval Loss: 3.98, Perplexity: 53.38
INFO:Pipeline:            Time: 02:41:36, Epoch: 7, Step: 42100, Step Loss: 4.13
INFO:Pipeline:            Time: 02:41:58, Epoch: 7, Step: 42200, Step Loss: 4.16
INFO:Pipeline:            Time: 02:42:21, Epoch: 7, Step: 42300, Step Loss: 4.14
INFO:Pipeline:            Time: 02:42:44, Epoch: 7, Step: 42400, Step Loss: 4.15
INFO:Pipeline:            Time: 02:43:06, Epoch: 7, Step: 42500, Step Loss: 4.12
INFO:Pipeline:            Time: 02:43:29, Epoch: 7, Step: 42600, Step Loss: 4.04
INFO:Pipeline:            Time: 02:43:52, Epoch: 7, Step: 42700, Step Loss: 4.09
INFO:Pipeline:            Time: 02:44:14, Epoch: 8, Step: 42800, Step Loss: 4.10
INFO:Pipeline:            Time: 02:44:37, Epoch: 8, Step: 42900, Step Loss: 4.05
INFO:Pipeline:            Time: 02:45:00, Epoch: 8, Step: 43000, Step Loss: 4.02
INFO:Pipeline:            Eval Loss: 3.97, Perplexity: 52.83
INFO:Pipeline:            Time: 02:45:25, Epoch: 8, Step: 43100, Step Loss: 4.15
INFO:Pipeline:            Time: 02:45:47, Epoch: 8, Step: 43200, Step Loss: 4.08
INFO:Pipeline:            Time: 02:46:10, Epoch: 8, Step: 43300, Step Loss: 4.08
INFO:Pipeline:            Time: 02:46:32, Epoch: 8, Step: 43400, Step Loss: 4.03
INFO:Pipeline:            Time: 02:46:55, Epoch: 8, Step: 43500, Step Loss: 4.14
INFO:Pipeline:            Time: 02:47:18, Epoch: 8, Step: 43600, Step Loss: 4.08
INFO:Pipeline:            Time: 02:47:40, Epoch: 8, Step: 43700, Step Loss: 4.10
INFO:Pipeline:            Time: 02:48:03, Epoch: 8, Step: 43800, Step Loss: 4.06
INFO:Pipeline:            Time: 02:48:25, Epoch: 8, Step: 43900, Step Loss: 4.09
INFO:Pipeline:            Time: 02:48:48, Epoch: 8, Step: 44000, Step Loss: 4.05
INFO:Pipeline:            Eval Loss: 3.96, Perplexity: 52.46
INFO:Pipeline:            Time: 02:49:13, Epoch: 8, Step: 44100, Step Loss: 4.13
INFO:Pipeline:            Time: 02:49:36, Epoch: 8, Step: 44200, Step Loss: 4.07
INFO:Pipeline:            Time: 02:49:59, Epoch: 8, Step: 44300, Step Loss: 4.06
INFO:Pipeline:            Time: 02:50:21, Epoch: 8, Step: 44400, Step Loss: 4.14
INFO:Pipeline:            Time: 02:50:44, Epoch: 8, Step: 44500, Step Loss: 4.15
INFO:Pipeline:            Time: 02:51:06, Epoch: 8, Step: 44600, Step Loss: 4.04
INFO:Pipeline:            Time: 02:51:29, Epoch: 8, Step: 44700, Step Loss: 4.10
INFO:Pipeline:            Time: 02:51:52, Epoch: 8, Step: 44800, Step Loss: 4.09
INFO:Pipeline:            Time: 02:52:14, Epoch: 8, Step: 44900, Step Loss: 4.07
INFO:Pipeline:            Time: 02:52:37, Epoch: 8, Step: 45000, Step Loss: 4.08
INFO:Pipeline:            Eval Loss: 3.95, Perplexity: 52.06
INFO:Pipeline:            Time: 02:53:02, Epoch: 8, Step: 45100, Step Loss: 4.15
INFO:Pipeline:            Time: 02:53:25, Epoch: 8, Step: 45200, Step Loss: 4.16
INFO:Pipeline:            Time: 02:53:47, Epoch: 8, Step: 45300, Step Loss: 4.04
INFO:Pipeline:            Time: 02:54:10, Epoch: 8, Step: 45400, Step Loss: 4.00
INFO:Pipeline:            Time: 02:54:32, Epoch: 8, Step: 45500, Step Loss: 4.03
INFO:Pipeline:            Time: 02:54:55, Epoch: 8, Step: 45600, Step Loss: 4.08
INFO:Pipeline:            Time: 02:55:18, Epoch: 8, Step: 45700, Step Loss: 4.12
INFO:Pipeline:            Time: 02:55:40, Epoch: 8, Step: 45800, Step Loss: 4.16
INFO:Pipeline:            Time: 02:56:03, Epoch: 8, Step: 45900, Step Loss: 4.11
INFO:Pipeline:            Time: 02:56:26, Epoch: 8, Step: 46000, Step Loss: 4.03
INFO:Pipeline:            Eval Loss: 3.94, Perplexity: 51.49
INFO:Pipeline:            Time: 02:56:50, Epoch: 8, Step: 46100, Step Loss: 4.08
INFO:Pipeline:            Time: 02:57:13, Epoch: 8, Step: 46200, Step Loss: 4.07
INFO:Pipeline:            Time: 02:57:36, Epoch: 8, Step: 46300, Step Loss: 3.99
INFO:Pipeline:            Time: 02:57:58, Epoch: 8, Step: 46400, Step Loss: 4.06
INFO:Pipeline:            Time: 02:58:21, Epoch: 8, Step: 46500, Step Loss: 4.05
INFO:Pipeline:            Time: 02:58:44, Epoch: 8, Step: 46600, Step Loss: 4.06
INFO:Pipeline:            Time: 02:59:06, Epoch: 8, Step: 46700, Step Loss: 4.13
INFO:Pipeline:            Time: 02:59:29, Epoch: 8, Step: 46800, Step Loss: 4.08
INFO:Pipeline:            Time: 02:59:52, Epoch: 8, Step: 46900, Step Loss: 4.13
INFO:Pipeline:            Time: 03:00:14, Epoch: 8, Step: 47000, Step Loss: 4.03
INFO:Pipeline:            Eval Loss: 3.93, Perplexity: 51.05
INFO:Pipeline:            Time: 03:00:39, Epoch: 8, Step: 47100, Step Loss: 4.04
INFO:Pipeline:            Time: 03:01:02, Epoch: 8, Step: 47200, Step Loss: 4.09
INFO:Pipeline:            Time: 03:01:24, Epoch: 8, Step: 47300, Step Loss: 4.05
INFO:Pipeline:            Time: 03:01:47, Epoch: 8, Step: 47400, Step Loss: 4.01
INFO:Pipeline:            Time: 03:02:10, Epoch: 8, Step: 47500, Step Loss: 4.12
INFO:Pipeline:            Time: 03:02:32, Epoch: 8, Step: 47600, Step Loss: 4.04
INFO:Pipeline:            Time: 03:02:55, Epoch: 8, Step: 47700, Step Loss: 4.08
INFO:Pipeline:            Time: 03:03:18, Epoch: 8, Step: 47800, Step Loss: 4.13
INFO:Pipeline:            Time: 03:03:40, Epoch: 8, Step: 47900, Step Loss: 4.11
INFO:Pipeline:            Time: 03:04:03, Epoch: 8, Step: 48000, Step Loss: 4.03
INFO:Pipeline:            Eval Loss: 3.93, Perplexity: 50.74
INFO:Pipeline:            Time: 03:04:28, Epoch: 8, Step: 48100, Step Loss: 4.08
INFO:Pipeline:            Time: 03:04:50, Epoch: 8, Step: 48200, Step Loss: 4.05
INFO:Pipeline:            Time: 03:05:13, Epoch: 8, Step: 48300, Step Loss: 4.10
INFO:Pipeline:            Time: 03:05:36, Epoch: 8, Step: 48400, Step Loss: 4.04
INFO:Pipeline:            Time: 03:05:58, Epoch: 8, Step: 48500, Step Loss: 4.07
INFO:Pipeline:            Time: 03:06:21, Epoch: 8, Step: 48600, Step Loss: 4.05
INFO:Pipeline:            Time: 03:06:43, Epoch: 8, Step: 48700, Step Loss: 4.10
INFO:Pipeline:            Time: 03:07:06, Epoch: 8, Step: 48800, Step Loss: 4.08
INFO:Pipeline:            Time: 03:07:29, Epoch: 9, Step: 48900, Step Loss: 4.10
INFO:Pipeline:            Time: 03:07:51, Epoch: 9, Step: 49000, Step Loss: 4.04
INFO:Pipeline:            Eval Loss: 3.92, Perplexity: 50.40
INFO:Pipeline:            Time: 03:08:16, Epoch: 9, Step: 49100, Step Loss: 4.06
INFO:Pipeline:            Time: 03:08:39, Epoch: 9, Step: 49200, Step Loss: 3.98
INFO:Pipeline:            Time: 03:09:01, Epoch: 9, Step: 49300, Step Loss: 4.11
INFO:Pipeline:            Time: 03:09:24, Epoch: 9, Step: 49400, Step Loss: 4.09
INFO:Pipeline:            Time: 03:09:47, Epoch: 9, Step: 49500, Step Loss: 4.06
INFO:Pipeline:            Time: 03:10:09, Epoch: 9, Step: 49600, Step Loss: 4.00
INFO:Pipeline:            Time: 03:10:32, Epoch: 9, Step: 49700, Step Loss: 4.06
INFO:Pipeline:            Time: 03:10:55, Epoch: 9, Step: 49800, Step Loss: 4.00
INFO:Pipeline:            Time: 03:11:17, Epoch: 9, Step: 49900, Step Loss: 4.04
INFO:Pipeline:            Time: 03:11:40, Epoch: 9, Step: 50000, Step Loss: 4.06
INFO:Pipeline:            Eval Loss: 3.91, Perplexity: 50.11
INFO:Pipeline:            Time: 03:12:05, Epoch: 9, Step: 50100, Step Loss: 4.02
INFO:Pipeline:            Time: 03:12:28, Epoch: 9, Step: 50200, Step Loss: 4.11
INFO:Pipeline:            Time: 03:12:50, Epoch: 9, Step: 50300, Step Loss: 4.03
INFO:Pipeline:            Time: 03:13:13, Epoch: 9, Step: 50400, Step Loss: 4.02
INFO:Pipeline:            Time: 03:13:35, Epoch: 9, Step: 50500, Step Loss: 4.03
INFO:Pipeline:            Time: 03:13:58, Epoch: 9, Step: 50600, Step Loss: 4.06
INFO:Pipeline:            Time: 03:14:21, Epoch: 9, Step: 50700, Step Loss: 4.03
INFO:Pipeline:            Time: 03:14:43, Epoch: 9, Step: 50800, Step Loss: 4.02
INFO:Pipeline:            Time: 03:15:06, Epoch: 9, Step: 50900, Step Loss: 4.03
INFO:Pipeline:            Time: 03:15:29, Epoch: 9, Step: 51000, Step Loss: 4.05
INFO:Pipeline:            Eval Loss: 3.91, Perplexity: 49.75
INFO:Pipeline:            Time: 03:15:53, Epoch: 9, Step: 51100, Step Loss: 4.00
INFO:Pipeline:            Time: 03:16:16, Epoch: 9, Step: 51200, Step Loss: 4.03
INFO:Pipeline:            Time: 03:16:39, Epoch: 9, Step: 51300, Step Loss: 4.07
INFO:Pipeline:            Time: 03:17:01, Epoch: 9, Step: 51400, Step Loss: 4.05
INFO:Pipeline:            Time: 03:17:24, Epoch: 9, Step: 51500, Step Loss: 3.98
INFO:Pipeline:            Time: 03:17:47, Epoch: 9, Step: 51600, Step Loss: 4.00
INFO:Pipeline:            Time: 03:18:09, Epoch: 9, Step: 51700, Step Loss: 4.09
INFO:Pipeline:            Time: 03:18:32, Epoch: 9, Step: 51800, Step Loss: 4.08
INFO:Pipeline:            Time: 03:18:55, Epoch: 9, Step: 51900, Step Loss: 4.00
INFO:Pipeline:            Time: 03:19:17, Epoch: 9, Step: 52000, Step Loss: 3.99
INFO:Pipeline:            Eval Loss: 3.90, Perplexity: 49.38
INFO:Pipeline:            Time: 03:19:42, Epoch: 9, Step: 52100, Step Loss: 4.02
INFO:Pipeline:            Time: 03:20:05, Epoch: 9, Step: 52200, Step Loss: 4.01
INFO:Pipeline:            Time: 03:20:28, Epoch: 9, Step: 52300, Step Loss: 4.00
INFO:Pipeline:            Time: 03:20:51, Epoch: 9, Step: 52400, Step Loss: 4.01
INFO:Pipeline:            Time: 03:21:13, Epoch: 9, Step: 52500, Step Loss: 4.09
INFO:Pipeline:            Time: 03:21:36, Epoch: 9, Step: 52600, Step Loss: 3.99
INFO:Pipeline:            Time: 03:21:59, Epoch: 9, Step: 52700, Step Loss: 4.02
INFO:Pipeline:            Time: 03:22:22, Epoch: 9, Step: 52800, Step Loss: 3.99
INFO:Pipeline:            Time: 03:22:44, Epoch: 9, Step: 52900, Step Loss: 3.93
INFO:Pipeline:            Time: 03:23:07, Epoch: 9, Step: 53000, Step Loss: 4.00
INFO:Pipeline:            Eval Loss: 3.89, Perplexity: 49.09
INFO:Pipeline:            Time: 03:23:32, Epoch: 9, Step: 53100, Step Loss: 4.01
INFO:Pipeline:            Time: 03:23:55, Epoch: 9, Step: 53200, Step Loss: 4.07
INFO:Pipeline:            Time: 03:24:18, Epoch: 9, Step: 53300, Step Loss: 4.00
INFO:Pipeline:            Time: 03:24:40, Epoch: 9, Step: 53400, Step Loss: 4.11
INFO:Pipeline:            Time: 03:25:03, Epoch: 9, Step: 53500, Step Loss: 4.00
INFO:Pipeline:            Time: 03:25:26, Epoch: 9, Step: 53600, Step Loss: 4.01
INFO:Pipeline:            Time: 03:25:49, Epoch: 9, Step: 53700, Step Loss: 4.08
INFO:Pipeline:            Time: 03:26:11, Epoch: 9, Step: 53800, Step Loss: 4.04
INFO:Pipeline:            Time: 03:26:34, Epoch: 9, Step: 53900, Step Loss: 3.95
INFO:Pipeline:            Time: 03:26:57, Epoch: 9, Step: 54000, Step Loss: 4.03
INFO:Pipeline:            Eval Loss: 3.89, Perplexity: 48.84
INFO:Pipeline:            Time: 03:27:22, Epoch: 9, Step: 54100, Step Loss: 4.02
INFO:Pipeline:            Time: 03:27:45, Epoch: 9, Step: 54200, Step Loss: 3.99
INFO:Pipeline:            Time: 03:28:07, Epoch: 9, Step: 54300, Step Loss: 3.99
INFO:Pipeline:            Time: 03:28:30, Epoch: 9, Step: 54400, Step Loss: 4.06
INFO:Pipeline:            Time: 03:28:53, Epoch: 9, Step: 54500, Step Loss: 4.08
INFO:Pipeline:            Time: 03:29:16, Epoch: 9, Step: 54600, Step Loss: 4.03
INFO:Pipeline:            Time: 03:29:38, Epoch: 9, Step: 54700, Step Loss: 4.02
INFO:Pipeline:            Time: 03:30:01, Epoch: 9, Step: 54800, Step Loss: 3.99
INFO:Pipeline:            Time: 03:30:24, Epoch: 9, Step: 54900, Step Loss: 4.03
INFO:Pipeline:            Time: 03:30:47, Epoch: 10, Step: 55000, Step Loss: 3.98
INFO:Pipeline:            Eval Loss: 3.88, Perplexity: 48.57
INFO:Pipeline:            Time: 03:31:12, Epoch: 10, Step: 55100, Step Loss: 4.05
INFO:Pipeline:            Time: 03:31:34, Epoch: 10, Step: 55200, Step Loss: 4.00
INFO:Pipeline:            Time: 03:31:57, Epoch: 10, Step: 55300, Step Loss: 3.98
INFO:Pipeline:            Time: 03:32:20, Epoch: 10, Step: 55400, Step Loss: 3.99
INFO:Pipeline:            Time: 03:32:43, Epoch: 10, Step: 55500, Step Loss: 4.05
INFO:Pipeline:            Time: 03:33:05, Epoch: 10, Step: 55600, Step Loss: 4.06
INFO:Pipeline:            Time: 03:33:28, Epoch: 10, Step: 55700, Step Loss: 3.96
INFO:Pipeline:            Time: 03:33:51, Epoch: 10, Step: 55800, Step Loss: 4.02
INFO:Pipeline:            Time: 03:34:14, Epoch: 10, Step: 55900, Step Loss: 4.03
INFO:Pipeline:            Time: 03:34:36, Epoch: 10, Step: 56000, Step Loss: 3.98
INFO:Pipeline:            Eval Loss: 3.88, Perplexity: 48.26
INFO:Pipeline:            Time: 03:35:01, Epoch: 10, Step: 56100, Step Loss: 4.02
INFO:Pipeline:            Time: 03:35:24, Epoch: 10, Step: 56200, Step Loss: 4.07
INFO:Pipeline:            Time: 03:35:47, Epoch: 10, Step: 56300, Step Loss: 4.00
INFO:Pipeline:            Time: 03:36:10, Epoch: 10, Step: 56400, Step Loss: 3.98
INFO:Pipeline:            Time: 03:36:33, Epoch: 10, Step: 56500, Step Loss: 4.02
INFO:Pipeline:            Time: 03:36:55, Epoch: 10, Step: 56600, Step Loss: 3.91
INFO:Pipeline:            Time: 03:37:18, Epoch: 10, Step: 56700, Step Loss: 3.99
INFO:Pipeline:            Time: 03:37:41, Epoch: 10, Step: 56800, Step Loss: 4.01
INFO:Pipeline:            Time: 03:38:04, Epoch: 10, Step: 56900, Step Loss: 3.99
INFO:Pipeline:            Time: 03:38:26, Epoch: 10, Step: 57000, Step Loss: 3.98
INFO:Pipeline:            Eval Loss: 3.87, Perplexity: 48.07
INFO:Pipeline:            Time: 03:38:51, Epoch: 10, Step: 57100, Step Loss: 3.95
INFO:Pipeline:            Time: 03:39:14, Epoch: 10, Step: 57200, Step Loss: 4.00
INFO:Pipeline:            Time: 03:39:37, Epoch: 10, Step: 57300, Step Loss: 3.95
INFO:Pipeline:            Time: 03:40:00, Epoch: 10, Step: 57400, Step Loss: 4.05
INFO:Pipeline:            Time: 03:40:23, Epoch: 10, Step: 57500, Step Loss: 3.96
INFO:Pipeline:            Time: 03:40:45, Epoch: 10, Step: 57600, Step Loss: 3.98
INFO:Pipeline:            Time: 03:41:08, Epoch: 10, Step: 57700, Step Loss: 3.96
INFO:Pipeline:            Time: 03:41:31, Epoch: 10, Step: 57800, Step Loss: 4.00
INFO:Pipeline:            Time: 03:41:54, Epoch: 10, Step: 57900, Step Loss: 3.94
INFO:Pipeline:            Time: 03:42:17, Epoch: 10, Step: 58000, Step Loss: 3.94
INFO:Pipeline:            Eval Loss: 3.87, Perplexity: 47.80
INFO:Pipeline:            Time: 03:42:42, Epoch: 10, Step: 58100, Step Loss: 3.98
INFO:Pipeline:            Time: 03:43:05, Epoch: 10, Step: 58200, Step Loss: 3.94
INFO:Pipeline:            Time: 03:43:27, Epoch: 10, Step: 58300, Step Loss: 3.99
INFO:Pipeline:            Time: 03:43:50, Epoch: 10, Step: 58400, Step Loss: 3.98
INFO:Pipeline:            Time: 03:44:13, Epoch: 10, Step: 58500, Step Loss: 3.91
INFO:Pipeline:            Time: 03:44:36, Epoch: 10, Step: 58600, Step Loss: 3.98
INFO:Pipeline:            Time: 03:44:58, Epoch: 10, Step: 58700, Step Loss: 3.94
INFO:Pipeline:            Time: 03:45:21, Epoch: 10, Step: 58800, Step Loss: 4.01
INFO:Pipeline:            Time: 03:45:44, Epoch: 10, Step: 58900, Step Loss: 3.97
INFO:Pipeline:            Time: 03:46:07, Epoch: 10, Step: 59000, Step Loss: 3.94
INFO:Pipeline:            Eval Loss: 3.86, Perplexity: 47.51
INFO:Pipeline:            Time: 03:46:32, Epoch: 10, Step: 59100, Step Loss: 4.08
INFO:Pipeline:            Time: 03:46:55, Epoch: 10, Step: 59200, Step Loss: 3.96
INFO:Pipeline:            Time: 03:47:17, Epoch: 10, Step: 59300, Step Loss: 4.01
INFO:Pipeline:            Time: 03:47:40, Epoch: 10, Step: 59400, Step Loss: 3.96
INFO:Pipeline:            Time: 03:48:03, Epoch: 10, Step: 59500, Step Loss: 4.02
INFO:Pipeline:            Time: 03:48:26, Epoch: 10, Step: 59600, Step Loss: 3.91
INFO:Pipeline:            Time: 03:48:49, Epoch: 10, Step: 59700, Step Loss: 3.95
INFO:Pipeline:            Time: 03:49:11, Epoch: 10, Step: 59800, Step Loss: 4.07
INFO:Pipeline:            Time: 03:49:34, Epoch: 10, Step: 59900, Step Loss: 4.06
INFO:Pipeline:            Time: 03:49:57, Epoch: 10, Step: 60000, Step Loss: 3.94
INFO:Pipeline:            Eval Loss: 3.86, Perplexity: 47.29
INFO:Pipeline:            Time: 03:50:22, Epoch: 10, Step: 60100, Step Loss: 3.96
INFO:Pipeline:            Time: 03:50:45, Epoch: 10, Step: 60200, Step Loss: 3.97
INFO:Pipeline:            Time: 03:51:08, Epoch: 10, Step: 60300, Step Loss: 3.93
INFO:Pipeline:            Time: 03:51:30, Epoch: 10, Step: 60400, Step Loss: 3.96
INFO:Pipeline:            Time: 03:51:53, Epoch: 10, Step: 60500, Step Loss: 3.91
INFO:Pipeline:            Time: 03:52:16, Epoch: 10, Step: 60600, Step Loss: 4.01
INFO:Pipeline:            Time: 03:52:39, Epoch: 10, Step: 60700, Step Loss: 3.98
INFO:Pipeline:            Time: 03:53:01, Epoch: 10, Step: 60800, Step Loss: 3.97
INFO:Pipeline:            Time: 03:53:24, Epoch: 10, Step: 60900, Step Loss: 4.01
INFO:Pipeline:            Time: 03:53:47, Epoch: 10, Step: 61000, Step Loss: 4.00
INFO:Pipeline:            Eval Loss: 3.85, Perplexity: 47.10
INFO:Pipeline:            Time: 03:54:12, Epoch: 11, Step: 61100, Step Loss: 3.98
INFO:Pipeline:            Time: 03:54:35, Epoch: 11, Step: 61200, Step Loss: 3.95
INFO:Pipeline:            Time: 03:54:57, Epoch: 11, Step: 61300, Step Loss: 3.99
INFO:Pipeline:            Time: 03:55:20, Epoch: 11, Step: 61400, Step Loss: 4.03
INFO:Pipeline:            Time: 03:55:43, Epoch: 11, Step: 61500, Step Loss: 3.91
INFO:Pipeline:            Time: 03:56:06, Epoch: 11, Step: 61600, Step Loss: 4.02
INFO:Pipeline:            Time: 03:56:28, Epoch: 11, Step: 61700, Step Loss: 3.96
INFO:Pipeline:            Time: 03:56:51, Epoch: 11, Step: 61800, Step Loss: 4.00
INFO:Pipeline:            Time: 03:57:14, Epoch: 11, Step: 61900, Step Loss: 3.97
INFO:Pipeline:            Time: 03:57:37, Epoch: 11, Step: 62000, Step Loss: 3.92
INFO:Pipeline:            Eval Loss: 3.85, Perplexity: 46.90
INFO:Pipeline:            Time: 03:58:02, Epoch: 11, Step: 62100, Step Loss: 4.02
INFO:Pipeline:            Time: 03:58:25, Epoch: 11, Step: 62200, Step Loss: 3.93
INFO:Pipeline:            Time: 03:58:47, Epoch: 11, Step: 62300, Step Loss: 3.95
INFO:Pipeline:            Time: 03:59:10, Epoch: 11, Step: 62400, Step Loss: 3.98
INFO:Pipeline:            Time: 03:59:33, Epoch: 11, Step: 62500, Step Loss: 3.95
INFO:Pipeline:            Time: 03:59:56, Epoch: 11, Step: 62600, Step Loss: 3.91
INFO:Pipeline:            Time: 04:00:18, Epoch: 11, Step: 62700, Step Loss: 3.95
INFO:Pipeline:            Time: 04:00:41, Epoch: 11, Step: 62800, Step Loss: 4.03
INFO:Pipeline:            Time: 04:01:04, Epoch: 11, Step: 62900, Step Loss: 3.96
INFO:Pipeline:            Time: 04:01:27, Epoch: 11, Step: 63000, Step Loss: 4.00
INFO:Pipeline:            Eval Loss: 3.84, Perplexity: 46.66
INFO:Pipeline:            Time: 04:01:52, Epoch: 11, Step: 63100, Step Loss: 3.88
INFO:Pipeline:            Time: 04:02:15, Epoch: 11, Step: 63200, Step Loss: 3.87
INFO:Pipeline:            Time: 04:02:37, Epoch: 11, Step: 63300, Step Loss: 4.00
INFO:Pipeline:            Time: 04:03:00, Epoch: 11, Step: 63400, Step Loss: 3.91
INFO:Pipeline:            Time: 04:03:23, Epoch: 11, Step: 63500, Step Loss: 3.94
INFO:Pipeline:            Time: 04:03:46, Epoch: 11, Step: 63600, Step Loss: 3.97
INFO:Pipeline:            Time: 04:04:09, Epoch: 11, Step: 63700, Step Loss: 3.96
INFO:Pipeline:            Time: 04:04:31, Epoch: 11, Step: 63800, Step Loss: 3.96
INFO:Pipeline:            Time: 04:04:54, Epoch: 11, Step: 63900, Step Loss: 3.98
INFO:Pipeline:            Time: 04:05:17, Epoch: 11, Step: 64000, Step Loss: 4.00
INFO:Pipeline:            Eval Loss: 3.84, Perplexity: 46.53
INFO:Pipeline:            Time: 04:05:42, Epoch: 11, Step: 64100, Step Loss: 4.00
INFO:Pipeline:            Time: 04:06:05, Epoch: 11, Step: 64200, Step Loss: 3.89
INFO:Pipeline:            Time: 04:06:28, Epoch: 11, Step: 64300, Step Loss: 3.98
INFO:Pipeline:            Time: 04:06:50, Epoch: 11, Step: 64400, Step Loss: 3.88
INFO:Pipeline:            Time: 04:07:13, Epoch: 11, Step: 64500, Step Loss: 3.98
INFO:Pipeline:            Time: 04:07:36, Epoch: 11, Step: 64600, Step Loss: 3.89
INFO:Pipeline:            Time: 04:07:58, Epoch: 11, Step: 64700, Step Loss: 3.93
INFO:Pipeline:            Time: 04:08:21, Epoch: 11, Step: 64800, Step Loss: 3.90
INFO:Pipeline:            Time: 04:08:44, Epoch: 11, Step: 64900, Step Loss: 3.97
INFO:Pipeline:            Time: 04:09:07, Epoch: 11, Step: 65000, Step Loss: 3.93
INFO:Pipeline:            Eval Loss: 3.83, Perplexity: 46.24
INFO:Pipeline:            Time: 04:09:32, Epoch: 11, Step: 65100, Step Loss: 3.99
INFO:Pipeline:            Time: 04:09:55, Epoch: 11, Step: 65200, Step Loss: 3.96
INFO:Pipeline:            Time: 04:10:17, Epoch: 11, Step: 65300, Step Loss: 3.94
INFO:Pipeline:            Time: 04:10:40, Epoch: 11, Step: 65400, Step Loss: 3.99
INFO:Pipeline:            Time: 04:11:03, Epoch: 11, Step: 65500, Step Loss: 3.93
INFO:Pipeline:            Time: 04:11:26, Epoch: 11, Step: 65600, Step Loss: 3.93
INFO:Pipeline:            Time: 04:11:48, Epoch: 11, Step: 65700, Step Loss: 3.95
INFO:Pipeline:            Time: 04:12:11, Epoch: 11, Step: 65800, Step Loss: 3.96
INFO:Pipeline:            Time: 04:12:34, Epoch: 11, Step: 65900, Step Loss: 3.94
INFO:Pipeline:            Time: 04:12:57, Epoch: 11, Step: 66000, Step Loss: 3.91
INFO:Pipeline:            Eval Loss: 3.83, Perplexity: 46.20
INFO:Pipeline:            Time: 04:13:22, Epoch: 11, Step: 66100, Step Loss: 3.98
INFO:Pipeline:            Time: 04:13:44, Epoch: 11, Step: 66200, Step Loss: 3.98
INFO:Pipeline:            Time: 04:14:07, Epoch: 11, Step: 66300, Step Loss: 3.89
INFO:Pipeline:            Time: 04:14:30, Epoch: 11, Step: 66400, Step Loss: 3.96
INFO:Pipeline:            Time: 04:14:53, Epoch: 11, Step: 66500, Step Loss: 3.95
INFO:Pipeline:            Time: 04:15:15, Epoch: 11, Step: 66600, Step Loss: 3.89
INFO:Pipeline:            Time: 04:15:38, Epoch: 11, Step: 66700, Step Loss: 3.95
INFO:Pipeline:            Time: 04:16:01, Epoch: 11, Step: 66800, Step Loss: 3.96
INFO:Pipeline:            Time: 04:16:24, Epoch: 11, Step: 66900, Step Loss: 3.99
INFO:Pipeline:            Time: 04:16:47, Epoch: 11, Step: 67000, Step Loss: 3.88
INFO:Pipeline:            Eval Loss: 3.83, Perplexity: 45.95
INFO:Pipeline:            Time: 04:17:12, Epoch: 11, Step: 67100, Step Loss: 3.96
INFO:Pipeline:            Time: 04:17:34, Epoch: 12, Step: 67200, Step Loss: 3.88
INFO:Pipeline:            Time: 04:17:57, Epoch: 12, Step: 67300, Step Loss: 3.88
INFO:Pipeline:            Time: 04:18:20, Epoch: 12, Step: 67400, Step Loss: 3.98
INFO:Pipeline:            Time: 04:18:42, Epoch: 12, Step: 67500, Step Loss: 3.86
INFO:Pipeline:            Time: 04:19:05, Epoch: 12, Step: 67600, Step Loss: 3.97
INFO:Pipeline:            Time: 04:19:28, Epoch: 12, Step: 67700, Step Loss: 3.97
INFO:Pipeline:            Time: 04:19:51, Epoch: 12, Step: 67800, Step Loss: 3.91
INFO:Pipeline:            Time: 04:20:14, Epoch: 12, Step: 67900, Step Loss: 3.93
INFO:Pipeline:            Time: 04:20:36, Epoch: 12, Step: 68000, Step Loss: 3.89
INFO:Pipeline:            Eval Loss: 3.83, Perplexity: 45.84
INFO:Pipeline:            Time: 04:21:02, Epoch: 12, Step: 68100, Step Loss: 3.96
INFO:Pipeline:            Time: 04:21:24, Epoch: 12, Step: 68200, Step Loss: 3.90
INFO:Pipeline:            Time: 04:21:47, Epoch: 12, Step: 68300, Step Loss: 3.94
INFO:Pipeline:            Time: 04:22:10, Epoch: 12, Step: 68400, Step Loss: 3.98
INFO:Pipeline:            Time: 04:22:33, Epoch: 12, Step: 68500, Step Loss: 3.91
INFO:Pipeline:            Time: 04:22:55, Epoch: 12, Step: 68600, Step Loss: 3.92
INFO:Pipeline:            Time: 04:23:18, Epoch: 12, Step: 68700, Step Loss: 3.83
INFO:Pipeline:            Time: 04:23:41, Epoch: 12, Step: 68800, Step Loss: 3.87
INFO:Pipeline:            Time: 04:24:04, Epoch: 12, Step: 68900, Step Loss: 3.97
INFO:Pipeline:            Time: 04:24:27, Epoch: 12, Step: 69000, Step Loss: 3.87
INFO:Pipeline:            Eval Loss: 3.82, Perplexity: 45.68
INFO:Pipeline:            Time: 04:24:52, Epoch: 12, Step: 69100, Step Loss: 3.95
INFO:Pipeline:            Time: 04:25:14, Epoch: 12, Step: 69200, Step Loss: 3.93
INFO:Pipeline:            Time: 04:25:37, Epoch: 12, Step: 69300, Step Loss: 3.93
INFO:Pipeline:            Time: 04:26:00, Epoch: 12, Step: 69400, Step Loss: 3.91
INFO:Pipeline:            Time: 04:26:23, Epoch: 12, Step: 69500, Step Loss: 3.86
INFO:Pipeline:            Time: 04:26:45, Epoch: 12, Step: 69600, Step Loss: 3.96
INFO:Pipeline:            Time: 04:27:08, Epoch: 12, Step: 69700, Step Loss: 3.88
INFO:Pipeline:            Time: 04:27:31, Epoch: 12, Step: 69800, Step Loss: 3.91
INFO:Pipeline:            Time: 04:27:54, Epoch: 12, Step: 69900, Step Loss: 3.91
INFO:Pipeline:            Time: 04:28:17, Epoch: 12, Step: 70000, Step Loss: 3.97
INFO:Pipeline:            Eval Loss: 3.82, Perplexity: 45.52
INFO:Pipeline:            Time: 04:28:42, Epoch: 12, Step: 70100, Step Loss: 3.94
INFO:Pipeline:            Time: 04:29:04, Epoch: 12, Step: 70200, Step Loss: 3.97
INFO:Pipeline:            Time: 04:29:27, Epoch: 12, Step: 70300, Step Loss: 3.91
INFO:Pipeline:            Time: 04:29:50, Epoch: 12, Step: 70400, Step Loss: 3.96
INFO:Pipeline:            Time: 04:30:13, Epoch: 12, Step: 70500, Step Loss: 3.94
INFO:Pipeline:            Time: 04:30:35, Epoch: 12, Step: 70600, Step Loss: 3.88
INFO:Pipeline:            Time: 04:30:58, Epoch: 12, Step: 70700, Step Loss: 4.00
INFO:Pipeline:            Time: 04:31:21, Epoch: 12, Step: 70800, Step Loss: 4.00
INFO:Pipeline:            Time: 04:31:44, Epoch: 12, Step: 70900, Step Loss: 3.89
INFO:Pipeline:            Time: 04:32:06, Epoch: 12, Step: 71000, Step Loss: 3.89
INFO:Pipeline:            Eval Loss: 3.81, Perplexity: 45.26
INFO:Pipeline:            Time: 04:32:31, Epoch: 12, Step: 71100, Step Loss: 3.88
INFO:Pipeline:            Time: 04:32:54, Epoch: 12, Step: 71200, Step Loss: 3.87
INFO:Pipeline:            Time: 04:33:17, Epoch: 12, Step: 71300, Step Loss: 3.91
INFO:Pipeline:            Time: 04:33:40, Epoch: 12, Step: 71400, Step Loss: 3.92
INFO:Pipeline:            Time: 04:34:03, Epoch: 12, Step: 71500, Step Loss: 3.91
INFO:Pipeline:            Time: 04:34:25, Epoch: 12, Step: 71600, Step Loss: 3.86
INFO:Pipeline:            Time: 04:34:48, Epoch: 12, Step: 71700, Step Loss: 3.94
INFO:Pipeline:            Time: 04:35:11, Epoch: 12, Step: 71800, Step Loss: 3.93
INFO:Pipeline:            Time: 04:35:34, Epoch: 12, Step: 71900, Step Loss: 3.86
INFO:Pipeline:            Time: 04:35:57, Epoch: 12, Step: 72000, Step Loss: 3.90
INFO:Pipeline:            Eval Loss: 3.81, Perplexity: 45.22
INFO:Pipeline:            Time: 04:36:22, Epoch: 12, Step: 72100, Step Loss: 3.89
INFO:Pipeline:            Time: 04:36:44, Epoch: 12, Step: 72200, Step Loss: 3.89
INFO:Pipeline:            Time: 04:37:07, Epoch: 12, Step: 72300, Step Loss: 3.89
INFO:Pipeline:            Time: 04:37:30, Epoch: 12, Step: 72400, Step Loss: 3.88
INFO:Pipeline:            Time: 04:37:53, Epoch: 12, Step: 72500, Step Loss: 3.94
INFO:Pipeline:            Time: 04:38:15, Epoch: 12, Step: 72600, Step Loss: 3.96
INFO:Pipeline:            Time: 04:38:38, Epoch: 12, Step: 72700, Step Loss: 3.88
INFO:Pipeline:            Time: 04:39:01, Epoch: 12, Step: 72800, Step Loss: 3.92
INFO:Pipeline:            Time: 04:39:24, Epoch: 12, Step: 72900, Step Loss: 3.96
INFO:Pipeline:            Time: 04:39:46, Epoch: 12, Step: 73000, Step Loss: 3.97
INFO:Pipeline:            Eval Loss: 3.81, Perplexity: 45.08
INFO:Pipeline:            Time: 04:40:11, Epoch: 12, Step: 73100, Step Loss: 3.88
INFO:Pipeline:            Time: 04:40:34, Epoch: 12, Step: 73200, Step Loss: 3.88
INFO:Pipeline:            Time: 04:40:57, Epoch: 13, Step: 73300, Step Loss: 3.93
INFO:Pipeline:            Time: 04:41:20, Epoch: 13, Step: 73400, Step Loss: 3.87
INFO:Pipeline:            Time: 04:41:42, Epoch: 13, Step: 73500, Step Loss: 3.89
INFO:Pipeline:            Time: 04:42:05, Epoch: 13, Step: 73600, Step Loss: 3.85
INFO:Pipeline:            Time: 04:42:28, Epoch: 13, Step: 73700, Step Loss: 3.87
INFO:Pipeline:            Time: 04:42:51, Epoch: 13, Step: 73800, Step Loss: 3.88
INFO:Pipeline:            Time: 04:43:13, Epoch: 13, Step: 73900, Step Loss: 3.92
INFO:Pipeline:            Time: 04:43:36, Epoch: 13, Step: 74000, Step Loss: 3.94
INFO:Pipeline:            Eval Loss: 3.81, Perplexity: 45.00
INFO:Pipeline:            Time: 04:44:01, Epoch: 13, Step: 74100, Step Loss: 3.79
INFO:Pipeline:            Time: 04:44:24, Epoch: 13, Step: 74200, Step Loss: 3.86
INFO:Pipeline:            Time: 04:44:47, Epoch: 13, Step: 74300, Step Loss: 3.95
INFO:Pipeline:            Time: 04:45:10, Epoch: 13, Step: 74400, Step Loss: 4.03
INFO:Pipeline:            Time: 04:45:32, Epoch: 13, Step: 74500, Step Loss: 3.94
INFO:Pipeline:            Time: 04:45:55, Epoch: 13, Step: 74600, Step Loss: 3.95
INFO:Pipeline:            Time: 04:46:18, Epoch: 13, Step: 74700, Step Loss: 3.95
INFO:Pipeline:            Time: 04:46:41, Epoch: 13, Step: 74800, Step Loss: 3.91
INFO:Pipeline:            Time: 04:47:03, Epoch: 13, Step: 74900, Step Loss: 3.91
INFO:Pipeline:            Time: 04:47:26, Epoch: 13, Step: 75000, Step Loss: 3.89
INFO:Pipeline:            Eval Loss: 3.80, Perplexity: 44.86
INFO:Pipeline:            Time: 04:47:51, Epoch: 13, Step: 75100, Step Loss: 3.94
INFO:Pipeline:            Time: 04:48:14, Epoch: 13, Step: 75200, Step Loss: 3.93
INFO:Pipeline:            Time: 04:48:37, Epoch: 13, Step: 75300, Step Loss: 3.91
INFO:Pipeline:            Time: 04:49:00, Epoch: 13, Step: 75400, Step Loss: 3.87
INFO:Pipeline:            Time: 04:49:22, Epoch: 13, Step: 75500, Step Loss: 3.92
INFO:Pipeline:            Time: 04:49:45, Epoch: 13, Step: 75600, Step Loss: 3.87
INFO:Pipeline:            Time: 04:50:08, Epoch: 13, Step: 75700, Step Loss: 3.82
INFO:Pipeline:            Time: 04:50:31, Epoch: 13, Step: 75800, Step Loss: 3.85
INFO:Pipeline:            Time: 04:50:54, Epoch: 13, Step: 75900, Step Loss: 3.97
INFO:Pipeline:            Time: 04:51:16, Epoch: 13, Step: 76000, Step Loss: 3.92
INFO:Pipeline:            Eval Loss: 3.80, Perplexity: 44.74
INFO:Pipeline:            Time: 04:51:41, Epoch: 13, Step: 76100, Step Loss: 3.85
INFO:Pipeline:            Time: 04:52:04, Epoch: 13, Step: 76200, Step Loss: 3.87
INFO:Pipeline:            Time: 04:52:27, Epoch: 13, Step: 76300, Step Loss: 3.90
INFO:Pipeline:            Time: 04:52:50, Epoch: 13, Step: 76400, Step Loss: 3.88
INFO:Pipeline:            Time: 04:53:12, Epoch: 13, Step: 76500, Step Loss: 3.92
INFO:Pipeline:            Time: 04:53:35, Epoch: 13, Step: 76600, Step Loss: 3.96
INFO:Pipeline:            Time: 04:53:58, Epoch: 13, Step: 76700, Step Loss: 3.95
INFO:Pipeline:            Time: 04:54:21, Epoch: 13, Step: 76800, Step Loss: 3.91
INFO:Pipeline:            Time: 04:54:43, Epoch: 13, Step: 76900, Step Loss: 3.95
INFO:Pipeline:            Time: 04:55:06, Epoch: 13, Step: 77000, Step Loss: 3.91
INFO:Pipeline:            Eval Loss: 3.80, Perplexity: 44.60
INFO:Pipeline:            Time: 04:55:31, Epoch: 13, Step: 77100, Step Loss: 3.94
INFO:Pipeline:            Time: 04:55:54, Epoch: 13, Step: 77200, Step Loss: 3.91
INFO:Pipeline:            Time: 04:56:17, Epoch: 13, Step: 77300, Step Loss: 3.95
INFO:Pipeline:            Time: 04:56:39, Epoch: 13, Step: 77400, Step Loss: 3.92
INFO:Pipeline:            Time: 04:57:02, Epoch: 13, Step: 77500, Step Loss: 3.83
INFO:Pipeline:            Time: 04:57:25, Epoch: 13, Step: 77600, Step Loss: 3.92
INFO:Pipeline:            Time: 04:57:48, Epoch: 13, Step: 77700, Step Loss: 3.87
INFO:Pipeline:            Time: 04:58:10, Epoch: 13, Step: 77800, Step Loss: 3.83
INFO:Pipeline:            Time: 04:58:33, Epoch: 13, Step: 77900, Step Loss: 3.94
INFO:Pipeline:            Time: 04:58:56, Epoch: 13, Step: 78000, Step Loss: 3.91
INFO:Pipeline:            Eval Loss: 3.79, Perplexity: 44.48
INFO:Pipeline:            Time: 04:59:21, Epoch: 13, Step: 78100, Step Loss: 3.86
INFO:Pipeline:            Time: 04:59:44, Epoch: 13, Step: 78200, Step Loss: 3.88
INFO:Pipeline:            Time: 05:00:07, Epoch: 13, Step: 78300, Step Loss: 3.88
INFO:Pipeline:            Time: 05:00:29, Epoch: 13, Step: 78400, Step Loss: 3.89
INFO:Pipeline:            Time: 05:00:52, Epoch: 13, Step: 78500, Step Loss: 3.86
INFO:Pipeline:            Time: 05:01:15, Epoch: 13, Step: 78600, Step Loss: 3.90
INFO:Pipeline:            Time: 05:01:38, Epoch: 13, Step: 78700, Step Loss: 3.92
INFO:Pipeline:            Time: 05:02:00, Epoch: 13, Step: 78800, Step Loss: 3.90
INFO:Pipeline:            Time: 05:02:23, Epoch: 13, Step: 78900, Step Loss: 3.88
INFO:Pipeline:            Time: 05:02:46, Epoch: 13, Step: 79000, Step Loss: 3.88
INFO:Pipeline:            Eval Loss: 3.79, Perplexity: 44.40
INFO:Pipeline:            Time: 05:03:11, Epoch: 13, Step: 79100, Step Loss: 3.87
INFO:Pipeline:            Time: 05:03:34, Epoch: 13, Step: 79200, Step Loss: 3.92
INFO:Pipeline:            Time: 05:03:57, Epoch: 13, Step: 79300, Step Loss: 3.89
INFO:Pipeline:            Time: 05:04:19, Epoch: 14, Step: 79400, Step Loss: 3.94
INFO:Pipeline:            Time: 05:04:42, Epoch: 14, Step: 79500, Step Loss: 3.88
INFO:Pipeline:            Time: 05:05:05, Epoch: 14, Step: 79600, Step Loss: 3.90
INFO:Pipeline:            Time: 05:05:28, Epoch: 14, Step: 79700, Step Loss: 3.88
INFO:Pipeline:            Time: 05:05:50, Epoch: 14, Step: 79800, Step Loss: 3.91
INFO:Pipeline:            Time: 05:06:13, Epoch: 14, Step: 79900, Step Loss: 3.85
INFO:Pipeline:            Time: 05:06:36, Epoch: 14, Step: 80000, Step Loss: 3.91
INFO:Pipeline:            Eval Loss: 3.79, Perplexity: 44.32
INFO:Pipeline:            Time: 05:07:01, Epoch: 14, Step: 80100, Step Loss: 3.89
INFO:Pipeline:            Time: 05:07:24, Epoch: 14, Step: 80200, Step Loss: 3.89
INFO:Pipeline:            Time: 05:07:47, Epoch: 14, Step: 80300, Step Loss: 3.89
INFO:Pipeline:            Time: 05:08:09, Epoch: 14, Step: 80400, Step Loss: 3.89
INFO:Pipeline:            Time: 05:08:32, Epoch: 14, Step: 80500, Step Loss: 3.87
INFO:Pipeline:            Time: 05:08:55, Epoch: 14, Step: 80600, Step Loss: 3.92
INFO:Pipeline:            Time: 05:09:18, Epoch: 14, Step: 80700, Step Loss: 3.94
INFO:Pipeline:            Time: 05:09:40, Epoch: 14, Step: 80800, Step Loss: 3.93
INFO:Pipeline:            Time: 05:10:03, Epoch: 14, Step: 80900, Step Loss: 3.93
INFO:Pipeline:            Time: 05:10:26, Epoch: 14, Step: 81000, Step Loss: 3.85
INFO:Pipeline:            Eval Loss: 3.79, Perplexity: 44.22
INFO:Pipeline:            Time: 05:10:51, Epoch: 14, Step: 81100, Step Loss: 3.97
INFO:Pipeline:            Time: 05:11:14, Epoch: 14, Step: 81200, Step Loss: 3.86
INFO:Pipeline:            Time: 05:11:36, Epoch: 14, Step: 81300, Step Loss: 3.93
INFO:Pipeline:            Time: 05:11:59, Epoch: 14, Step: 81400, Step Loss: 3.93
INFO:Pipeline:            Time: 05:12:22, Epoch: 14, Step: 81500, Step Loss: 3.86
INFO:Pipeline:            Time: 05:12:45, Epoch: 14, Step: 81600, Step Loss: 3.88
INFO:Pipeline:            Time: 05:13:07, Epoch: 14, Step: 81700, Step Loss: 3.97
INFO:Pipeline:            Time: 05:13:30, Epoch: 14, Step: 81800, Step Loss: 3.84
INFO:Pipeline:            Time: 05:13:53, Epoch: 14, Step: 81900, Step Loss: 3.78
INFO:Pipeline:            Time: 05:14:16, Epoch: 14, Step: 82000, Step Loss: 3.89
INFO:Pipeline:            Eval Loss: 3.79, Perplexity: 44.10
INFO:Pipeline:            Time: 05:14:41, Epoch: 14, Step: 82100, Step Loss: 3.87
INFO:Pipeline:            Time: 05:15:04, Epoch: 14, Step: 82200, Step Loss: 3.89
INFO:Pipeline:            Time: 05:15:26, Epoch: 14, Step: 82300, Step Loss: 3.92
INFO:Pipeline:            Time: 05:15:49, Epoch: 14, Step: 82400, Step Loss: 3.88
INFO:Pipeline:            Time: 05:16:12, Epoch: 14, Step: 82500, Step Loss: 3.87
INFO:Pipeline:            Time: 05:16:35, Epoch: 14, Step: 82600, Step Loss: 3.85
INFO:Pipeline:            Time: 05:16:57, Epoch: 14, Step: 82700, Step Loss: 3.98
INFO:Pipeline:            Time: 05:17:20, Epoch: 14, Step: 82800, Step Loss: 3.90
INFO:Pipeline:            Time: 05:17:43, Epoch: 14, Step: 82900, Step Loss: 3.90
INFO:Pipeline:            Time: 05:18:06, Epoch: 14, Step: 83000, Step Loss: 3.82
INFO:Pipeline:            Eval Loss: 3.79, Perplexity: 44.04
INFO:Pipeline:            Time: 05:18:31, Epoch: 14, Step: 83100, Step Loss: 3.90
INFO:Pipeline:            Time: 05:18:54, Epoch: 14, Step: 83200, Step Loss: 3.96
INFO:Pipeline:            Time: 05:19:16, Epoch: 14, Step: 83300, Step Loss: 3.93
INFO:Pipeline:            Time: 05:19:39, Epoch: 14, Step: 83400, Step Loss: 3.88
INFO:Pipeline:            Time: 05:20:02, Epoch: 14, Step: 83500, Step Loss: 3.79
INFO:Pipeline:            Time: 05:20:25, Epoch: 14, Step: 83600, Step Loss: 3.88
INFO:Pipeline:            Time: 05:20:47, Epoch: 14, Step: 83700, Step Loss: 3.84
INFO:Pipeline:            Time: 05:21:10, Epoch: 14, Step: 83800, Step Loss: 3.86
INFO:Pipeline:            Time: 05:21:33, Epoch: 14, Step: 83900, Step Loss: 3.84
INFO:Pipeline:            Time: 05:21:56, Epoch: 14, Step: 84000, Step Loss: 3.88
INFO:Pipeline:            Eval Loss: 3.78, Perplexity: 43.92
INFO:Pipeline:            Time: 05:22:21, Epoch: 14, Step: 84100, Step Loss: 3.88
INFO:Pipeline:            Time: 05:22:43, Epoch: 14, Step: 84200, Step Loss: 3.94
INFO:Pipeline:            Time: 05:23:06, Epoch: 14, Step: 84300, Step Loss: 3.93
INFO:Pipeline:            Time: 05:23:29, Epoch: 14, Step: 84400, Step Loss: 3.92
INFO:Pipeline:            Time: 05:23:52, Epoch: 14, Step: 84500, Step Loss: 3.85
INFO:Pipeline:            Time: 05:24:14, Epoch: 14, Step: 84600, Step Loss: 3.91
INFO:Pipeline:            Time: 05:24:37, Epoch: 14, Step: 84700, Step Loss: 3.84
INFO:Pipeline:            Time: 05:25:00, Epoch: 14, Step: 84800, Step Loss: 3.93
INFO:Pipeline:            Time: 05:25:23, Epoch: 14, Step: 84900, Step Loss: 3.88
INFO:Pipeline:            Time: 05:25:45, Epoch: 14, Step: 85000, Step Loss: 3.89
INFO:Pipeline:            Eval Loss: 3.78, Perplexity: 43.86
INFO:Pipeline:            Time: 05:26:11, Epoch: 14, Step: 85100, Step Loss: 3.85
INFO:Pipeline:            Time: 05:26:33, Epoch: 14, Step: 85200, Step Loss: 3.86
INFO:Pipeline:            Time: 05:26:56, Epoch: 14, Step: 85300, Step Loss: 3.87
INFO:Pipeline:            Time: 05:27:19, Epoch: 14, Step: 85400, Step Loss: 3.83
INFO:Pipeline:            Time: 05:27:42, Epoch: 15, Step: 85500, Step Loss: 3.89
INFO:Pipeline:            Time: 05:28:04, Epoch: 15, Step: 85600, Step Loss: 3.84
INFO:Pipeline:            Time: 05:28:27, Epoch: 15, Step: 85700, Step Loss: 3.89
INFO:Pipeline:            Time: 05:28:50, Epoch: 15, Step: 85800, Step Loss: 3.81
INFO:Pipeline:            Time: 05:29:13, Epoch: 15, Step: 85900, Step Loss: 3.82
INFO:Pipeline:            Time: 05:29:35, Epoch: 15, Step: 86000, Step Loss: 3.81
INFO:Pipeline:            Eval Loss: 3.78, Perplexity: 43.78
INFO:Pipeline:            Time: 05:30:00, Epoch: 15, Step: 86100, Step Loss: 3.92
INFO:Pipeline:            Time: 05:30:23, Epoch: 15, Step: 86200, Step Loss: 3.85
INFO:Pipeline:            Time: 05:30:46, Epoch: 15, Step: 86300, Step Loss: 3.81
INFO:Pipeline:            Time: 05:31:09, Epoch: 15, Step: 86400, Step Loss: 3.80
INFO:Pipeline:            Time: 05:31:31, Epoch: 15, Step: 86500, Step Loss: 3.85
INFO:Pipeline:            Time: 05:31:54, Epoch: 15, Step: 86600, Step Loss: 3.78
INFO:Pipeline:            Time: 05:32:17, Epoch: 15, Step: 86700, Step Loss: 3.94
INFO:Pipeline:            Time: 05:32:40, Epoch: 15, Step: 86800, Step Loss: 3.96
INFO:Pipeline:            Time: 05:33:02, Epoch: 15, Step: 86900, Step Loss: 3.89
INFO:Pipeline:            Time: 05:33:25, Epoch: 15, Step: 87000, Step Loss: 3.91
INFO:Pipeline:            Eval Loss: 3.78, Perplexity: 43.73
INFO:Pipeline:            Time: 05:33:50, Epoch: 15, Step: 87100, Step Loss: 3.85
INFO:Pipeline:            Time: 05:34:13, Epoch: 15, Step: 87200, Step Loss: 3.85
INFO:Pipeline:            Time: 05:34:36, Epoch: 15, Step: 87300, Step Loss: 3.89
INFO:Pipeline:            Time: 05:34:59, Epoch: 15, Step: 87400, Step Loss: 3.93
INFO:Pipeline:            Time: 05:35:21, Epoch: 15, Step: 87500, Step Loss: 3.97
INFO:Pipeline:            Time: 05:35:44, Epoch: 15, Step: 87600, Step Loss: 3.79
INFO:Pipeline:            Time: 05:36:07, Epoch: 15, Step: 87700, Step Loss: 3.83
INFO:Pipeline:            Time: 05:36:30, Epoch: 15, Step: 87800, Step Loss: 3.88
INFO:Pipeline:            Time: 05:36:52, Epoch: 15, Step: 87900, Step Loss: 3.85
INFO:Pipeline:            Time: 05:37:15, Epoch: 15, Step: 88000, Step Loss: 3.85
INFO:Pipeline:            Eval Loss: 3.78, Perplexity: 43.66
INFO:Pipeline:            Time: 05:37:40, Epoch: 15, Step: 88100, Step Loss: 3.88
INFO:Pipeline:            Time: 05:38:03, Epoch: 15, Step: 88200, Step Loss: 3.83
INFO:Pipeline:            Time: 05:38:26, Epoch: 15, Step: 88300, Step Loss: 3.84
INFO:Pipeline:            Time: 05:38:49, Epoch: 15, Step: 88400, Step Loss: 3.89
INFO:Pipeline:            Time: 05:39:11, Epoch: 15, Step: 88500, Step Loss: 3.90
INFO:Pipeline:            Time: 05:39:34, Epoch: 15, Step: 88600, Step Loss: 3.90
INFO:Pipeline:            Time: 05:39:57, Epoch: 15, Step: 88700, Step Loss: 3.89
INFO:Pipeline:            Time: 05:40:20, Epoch: 15, Step: 88800, Step Loss: 3.82
INFO:Pipeline:            Time: 05:40:42, Epoch: 15, Step: 88900, Step Loss: 3.84
INFO:Pipeline:            Time: 05:41:05, Epoch: 15, Step: 89000, Step Loss: 3.83
INFO:Pipeline:            Eval Loss: 3.77, Perplexity: 43.58
INFO:Pipeline:            Time: 05:41:30, Epoch: 15, Step: 89100, Step Loss: 3.87
INFO:Pipeline:            Time: 05:41:53, Epoch: 15, Step: 89200, Step Loss: 3.90
INFO:Pipeline:            Time: 05:42:16, Epoch: 15, Step: 89300, Step Loss: 3.93
INFO:Pipeline:            Time: 05:42:39, Epoch: 15, Step: 89400, Step Loss: 3.81
INFO:Pipeline:            Time: 05:43:01, Epoch: 15, Step: 89500, Step Loss: 3.83
INFO:Pipeline:            Time: 05:43:24, Epoch: 15, Step: 89600, Step Loss: 3.94
INFO:Pipeline:            Time: 05:43:47, Epoch: 15, Step: 89700, Step Loss: 3.84
INFO:Pipeline:            Time: 05:44:10, Epoch: 15, Step: 89800, Step Loss: 3.82
INFO:Pipeline:            Time: 05:44:32, Epoch: 15, Step: 89900, Step Loss: 3.87
INFO:Pipeline:            Time: 05:44:55, Epoch: 15, Step: 90000, Step Loss: 3.90
INFO:Pipeline:            Eval Loss: 3.77, Perplexity: 43.51
INFO:Pipeline:            Time: 05:45:20, Epoch: 15, Step: 90100, Step Loss: 3.88
INFO:Pipeline:            Time: 05:45:43, Epoch: 15, Step: 90200, Step Loss: 3.84
INFO:Pipeline:            Time: 05:46:06, Epoch: 15, Step: 90300, Step Loss: 3.92
INFO:Pipeline:            Time: 05:46:28, Epoch: 15, Step: 90400, Step Loss: 3.84
INFO:Pipeline:            Time: 05:46:51, Epoch: 15, Step: 90500, Step Loss: 3.86
INFO:Pipeline:            Time: 05:47:14, Epoch: 15, Step: 90600, Step Loss: 3.90
INFO:Pipeline:            Time: 05:47:37, Epoch: 15, Step: 90700, Step Loss: 3.94
INFO:Pipeline:            Time: 05:47:59, Epoch: 15, Step: 90800, Step Loss: 3.83
INFO:Pipeline:            Time: 05:48:22, Epoch: 15, Step: 90900, Step Loss: 3.86
INFO:Pipeline:            Time: 05:48:45, Epoch: 15, Step: 91000, Step Loss: 3.86
INFO:Pipeline:            Eval Loss: 3.77, Perplexity: 43.47
INFO:Pipeline:            Time: 05:49:10, Epoch: 15, Step: 91100, Step Loss: 3.87
INFO:Pipeline:            Time: 05:49:33, Epoch: 15, Step: 91200, Step Loss: 3.83
INFO:Pipeline:            Time: 05:49:56, Epoch: 15, Step: 91300, Step Loss: 3.82
INFO:Pipeline:            Time: 05:50:18, Epoch: 15, Step: 91400, Step Loss: 3.85
INFO:Pipeline:            Time: 05:50:41, Epoch: 15, Step: 91500, Step Loss: 3.90
INFO:Pipeline:            Time: 05:51:04, Epoch: 16, Step: 91600, Step Loss: 3.85
INFO:Pipeline:            Time: 05:51:26, Epoch: 16, Step: 91700, Step Loss: 3.85
INFO:Pipeline:            Time: 05:51:49, Epoch: 16, Step: 91800, Step Loss: 3.87
INFO:Pipeline:            Time: 05:52:12, Epoch: 16, Step: 91900, Step Loss: 3.80
INFO:Pipeline:            Time: 05:52:35, Epoch: 16, Step: 92000, Step Loss: 3.78
INFO:Pipeline:            Eval Loss: 3.77, Perplexity: 43.40
INFO:Pipeline:            Time: 05:53:00, Epoch: 16, Step: 92100, Step Loss: 3.85
INFO:Pipeline:            Time: 05:53:23, Epoch: 16, Step: 92200, Step Loss: 3.85
INFO:Pipeline:            Time: 05:53:45, Epoch: 16, Step: 92300, Step Loss: 3.85
INFO:Pipeline:            Time: 05:54:08, Epoch: 16, Step: 92400, Step Loss: 3.84
INFO:Pipeline:            Time: 05:54:31, Epoch: 16, Step: 92500, Step Loss: 3.86
INFO:Pipeline:            Time: 05:54:54, Epoch: 16, Step: 92600, Step Loss: 3.81
INFO:Pipeline:            Time: 05:55:16, Epoch: 16, Step: 92700, Step Loss: 3.91
INFO:Pipeline:            Time: 05:55:39, Epoch: 16, Step: 92800, Step Loss: 3.94
INFO:Pipeline:            Time: 05:56:02, Epoch: 16, Step: 92900, Step Loss: 3.83
INFO:Pipeline:            Time: 05:56:25, Epoch: 16, Step: 93000, Step Loss: 3.85
INFO:Pipeline:            Eval Loss: 3.77, Perplexity: 43.35
INFO:Pipeline:            Time: 05:56:50, Epoch: 16, Step: 93100, Step Loss: 3.82
INFO:Pipeline:            Time: 05:57:13, Epoch: 16, Step: 93200, Step Loss: 3.84
INFO:Pipeline:            Time: 05:57:35, Epoch: 16, Step: 93300, Step Loss: 3.82
INFO:Pipeline:            Time: 05:57:58, Epoch: 16, Step: 93400, Step Loss: 3.87
INFO:Pipeline:            Time: 05:58:21, Epoch: 16, Step: 93500, Step Loss: 3.93
INFO:Pipeline:            Time: 05:58:44, Epoch: 16, Step: 93600, Step Loss: 3.80
INFO:Pipeline:            Time: 05:59:06, Epoch: 16, Step: 93700, Step Loss: 3.84
INFO:Pipeline:            Time: 05:59:29, Epoch: 16, Step: 93800, Step Loss: 3.84
INFO:Pipeline:            Time: 05:59:52, Epoch: 16, Step: 93900, Step Loss: 3.88
INFO:Pipeline:            Time: 06:00:15, Epoch: 16, Step: 94000, Step Loss: 3.85
INFO:Pipeline:            Eval Loss: 3.77, Perplexity: 43.33
INFO:Pipeline:            Time: 06:00:40, Epoch: 16, Step: 94100, Step Loss: 3.83
INFO:Pipeline:            Time: 06:01:03, Epoch: 16, Step: 94200, Step Loss: 3.89
INFO:Pipeline:            Time: 06:01:25, Epoch: 16, Step: 94300, Step Loss: 3.82
INFO:Pipeline:            Time: 06:01:48, Epoch: 16, Step: 94400, Step Loss: 3.82
INFO:Pipeline:            Time: 06:02:11, Epoch: 16, Step: 94500, Step Loss: 3.87
INFO:Pipeline:            Time: 06:02:34, Epoch: 16, Step: 94600, Step Loss: 3.91
INFO:Pipeline:            Time: 06:02:56, Epoch: 16, Step: 94700, Step Loss: 3.84
INFO:Pipeline:            Time: 06:03:19, Epoch: 16, Step: 94800, Step Loss: 3.86
INFO:Pipeline:            Time: 06:03:42, Epoch: 16, Step: 94900, Step Loss: 3.86
INFO:Pipeline:            Time: 06:04:05, Epoch: 16, Step: 95000, Step Loss: 3.81
INFO:Pipeline:            Eval Loss: 3.77, Perplexity: 43.27
INFO:Pipeline:            Time: 06:04:30, Epoch: 16, Step: 95100, Step Loss: 3.86
INFO:Pipeline:            Time: 06:04:53, Epoch: 16, Step: 95200, Step Loss: 3.86
INFO:Pipeline:            Time: 06:05:15, Epoch: 16, Step: 95300, Step Loss: 3.77
INFO:Pipeline:            Time: 06:05:38, Epoch: 16, Step: 95400, Step Loss: 3.82
INFO:Pipeline:            Time: 06:06:01, Epoch: 16, Step: 95500, Step Loss: 3.85
INFO:Pipeline:            Time: 06:06:24, Epoch: 16, Step: 95600, Step Loss: 3.80
INFO:Pipeline:            Time: 06:06:46, Epoch: 16, Step: 95700, Step Loss: 3.80
INFO:Pipeline:            Time: 06:07:09, Epoch: 16, Step: 95800, Step Loss: 3.88
INFO:Pipeline:            Time: 06:07:32, Epoch: 16, Step: 95900, Step Loss: 3.88
INFO:Pipeline:            Time: 06:07:55, Epoch: 16, Step: 96000, Step Loss: 3.93
INFO:Pipeline:            Eval Loss: 3.77, Perplexity: 43.21
INFO:Pipeline:            Time: 06:08:20, Epoch: 16, Step: 96100, Step Loss: 3.78
INFO:Pipeline:            Time: 06:08:42, Epoch: 16, Step: 96200, Step Loss: 3.91
INFO:Pipeline:            Time: 06:09:05, Epoch: 16, Step: 96300, Step Loss: 3.87
INFO:Pipeline:            Time: 06:09:28, Epoch: 16, Step: 96400, Step Loss: 3.89
INFO:Pipeline:            Time: 06:09:51, Epoch: 16, Step: 96500, Step Loss: 3.83
INFO:Pipeline:            Time: 06:10:13, Epoch: 16, Step: 96600, Step Loss: 3.89
INFO:Pipeline:            Time: 06:10:36, Epoch: 16, Step: 96700, Step Loss: 3.83
INFO:Pipeline:            Time: 06:10:59, Epoch: 16, Step: 96800, Step Loss: 3.88
INFO:Pipeline:            Time: 06:11:22, Epoch: 16, Step: 96900, Step Loss: 3.85
INFO:Pipeline:            Time: 06:11:44, Epoch: 16, Step: 97000, Step Loss: 3.82
INFO:Pipeline:            Eval Loss: 3.77, Perplexity: 43.18
INFO:Pipeline:            Time: 06:12:10, Epoch: 16, Step: 97100, Step Loss: 3.82
INFO:Pipeline:            Time: 06:12:33, Epoch: 16, Step: 97200, Step Loss: 3.85
INFO:Pipeline:            Time: 06:12:55, Epoch: 16, Step: 97300, Step Loss: 3.82
INFO:Pipeline:            Time: 06:13:18, Epoch: 16, Step: 97400, Step Loss: 3.82
INFO:Pipeline:            Time: 06:13:41, Epoch: 16, Step: 97500, Step Loss: 3.89
INFO:Pipeline:            Time: 06:14:04, Epoch: 16, Step: 97600, Step Loss: 3.89
INFO:Pipeline:            Time: 06:14:26, Epoch: 17, Step: 97700, Step Loss: 3.82
INFO:Pipeline:            Time: 06:14:49, Epoch: 17, Step: 97800, Step Loss: 3.88
INFO:Pipeline:            Time: 06:15:12, Epoch: 17, Step: 97900, Step Loss: 3.86
INFO:Pipeline:            Time: 06:15:35, Epoch: 17, Step: 98000, Step Loss: 3.90
INFO:Pipeline:            Eval Loss: 3.76, Perplexity: 43.15
INFO:Pipeline:            Time: 06:16:00, Epoch: 17, Step: 98100, Step Loss: 3.88
INFO:Pipeline:            Time: 06:16:22, Epoch: 17, Step: 98200, Step Loss: 3.87
INFO:Pipeline:            Time: 06:16:45, Epoch: 17, Step: 98300, Step Loss: 3.87
INFO:Pipeline:            Time: 06:17:08, Epoch: 17, Step: 98400, Step Loss: 3.87
INFO:Pipeline:            Time: 06:17:31, Epoch: 17, Step: 98500, Step Loss: 3.83
INFO:Pipeline:            Time: 06:17:53, Epoch: 17, Step: 98600, Step Loss: 3.87
INFO:Pipeline:            Time: 06:18:16, Epoch: 17, Step: 98700, Step Loss: 3.79
INFO:Pipeline:            Time: 06:18:39, Epoch: 17, Step: 98800, Step Loss: 3.81
INFO:Pipeline:            Time: 06:19:02, Epoch: 17, Step: 98900, Step Loss: 3.75
INFO:Pipeline:            Time: 06:19:24, Epoch: 17, Step: 99000, Step Loss: 3.86
INFO:Pipeline:            Eval Loss: 3.76, Perplexity: 43.10
INFO:Pipeline:            Time: 06:19:49, Epoch: 17, Step: 99100, Step Loss: 3.79
INFO:Pipeline:            Time: 06:20:12, Epoch: 17, Step: 99200, Step Loss: 3.80
INFO:Pipeline:            Time: 06:20:35, Epoch: 17, Step: 99300, Step Loss: 3.86
INFO:Pipeline:            Time: 06:20:58, Epoch: 17, Step: 99400, Step Loss: 3.88
INFO:Pipeline:            Time: 06:21:21, Epoch: 17, Step: 99500, Step Loss: 3.86
INFO:Pipeline:            Time: 06:21:43, Epoch: 17, Step: 99600, Step Loss: 3.86
INFO:Pipeline:            Time: 06:22:06, Epoch: 17, Step: 99700, Step Loss: 3.86
INFO:Pipeline:            Time: 06:22:29, Epoch: 17, Step: 99800, Step Loss: 3.85
INFO:Pipeline:            Time: 06:22:52, Epoch: 17, Step: 99900, Step Loss: 3.84
INFO:Pipeline:            Time: 06:23:14, Epoch: 17, Step: 100000, Step Loss: 3.88
INFO:Pipeline:            Eval Loss: 3.76, Perplexity: 43.09
INFO:Pipeline:            Time: 06:23:39, Epoch: 17, Step: 100100, Step Loss: 3.84
INFO:Pipeline:            Time: 06:24:02, Epoch: 17, Step: 100200, Step Loss: 3.83
INFO:Pipeline:            Time: 06:24:25, Epoch: 17, Step: 100300, Step Loss: 3.82
INFO:Pipeline:            Time: 06:24:48, Epoch: 17, Step: 100400, Step Loss: 3.87
INFO:Pipeline:            Time: 06:25:10, Epoch: 17, Step: 100500, Step Loss: 3.84
INFO:Pipeline:            Time: 06:25:33, Epoch: 17, Step: 100600, Step Loss: 3.87
INFO:Pipeline:            Time: 06:25:56, Epoch: 17, Step: 100700, Step Loss: 3.80
INFO:Pipeline:            Time: 06:26:19, Epoch: 17, Step: 100800, Step Loss: 3.89
INFO:Pipeline:            Time: 06:26:41, Epoch: 17, Step: 100900, Step Loss: 3.88
INFO:Pipeline:            Time: 06:27:04, Epoch: 17, Step: 101000, Step Loss: 3.92
INFO:Pipeline:            Eval Loss: 3.76, Perplexity: 43.06
INFO:Pipeline:            Time: 06:27:29, Epoch: 17, Step: 101100, Step Loss: 3.87
INFO:Pipeline:            Time: 06:27:52, Epoch: 17, Step: 101200, Step Loss: 3.84
INFO:Pipeline:            Time: 06:28:15, Epoch: 17, Step: 101300, Step Loss: 3.83
INFO:Pipeline:            Time: 06:28:38, Epoch: 17, Step: 101400, Step Loss: 3.86
INFO:Pipeline:            Time: 06:29:00, Epoch: 17, Step: 101500, Step Loss: 3.85
INFO:Pipeline:            Time: 06:29:23, Epoch: 17, Step: 101600, Step Loss: 3.81
INFO:Pipeline:            Time: 06:29:46, Epoch: 17, Step: 101700, Step Loss: 3.80
INFO:Pipeline:            Time: 06:30:09, Epoch: 17, Step: 101800, Step Loss: 3.76
INFO:Pipeline:            Time: 06:30:31, Epoch: 17, Step: 101900, Step Loss: 3.85
INFO:Pipeline:            Time: 06:30:54, Epoch: 17, Step: 102000, Step Loss: 3.87
INFO:Pipeline:            Eval Loss: 3.76, Perplexity: 43.01
INFO:Pipeline:            Time: 06:31:19, Epoch: 17, Step: 102100, Step Loss: 3.91
INFO:Pipeline:            Time: 06:31:42, Epoch: 17, Step: 102200, Step Loss: 3.90
INFO:Pipeline:            Time: 06:32:05, Epoch: 17, Step: 102300, Step Loss: 3.79
INFO:Pipeline:            Time: 06:32:27, Epoch: 17, Step: 102400, Step Loss: 3.87
INFO:Pipeline:            Time: 06:32:50, Epoch: 17, Step: 102500, Step Loss: 3.83
INFO:Pipeline:            Time: 06:33:13, Epoch: 17, Step: 102600, Step Loss: 3.85
INFO:Pipeline:            Time: 06:33:36, Epoch: 17, Step: 102700, Step Loss: 3.78
INFO:Pipeline:            Time: 06:33:58, Epoch: 17, Step: 102800, Step Loss: 3.82
INFO:Pipeline:            Time: 06:34:21, Epoch: 17, Step: 102900, Step Loss: 3.80
INFO:Pipeline:            Time: 06:34:44, Epoch: 17, Step: 103000, Step Loss: 3.87
INFO:Pipeline:            Eval Loss: 3.76, Perplexity: 43.01
INFO:Pipeline:            Time: 06:35:09, Epoch: 17, Step: 103100, Step Loss: 3.94
INFO:Pipeline:            Time: 06:35:32, Epoch: 17, Step: 103200, Step Loss: 3.87
INFO:Pipeline:            Time: 06:35:55, Epoch: 17, Step: 103300, Step Loss: 3.91
INFO:Pipeline:            Time: 06:36:17, Epoch: 17, Step: 103400, Step Loss: 3.83
INFO:Pipeline:            Time: 06:36:40, Epoch: 17, Step: 103500, Step Loss: 3.87
INFO:Pipeline:            Time: 06:37:03, Epoch: 17, Step: 103600, Step Loss: 3.85
INFO:Pipeline:            Time: 06:37:26, Epoch: 17, Step: 103700, Step Loss: 3.83
INFO:Pipeline:            Time: 06:37:48, Epoch: 18, Step: 103800, Step Loss: 3.84
INFO:Pipeline:            Time: 06:38:11, Epoch: 18, Step: 103900, Step Loss: 3.91
INFO:Pipeline:            Time: 06:38:34, Epoch: 18, Step: 104000, Step Loss: 3.87
INFO:Pipeline:            Eval Loss: 3.76, Perplexity: 42.97
INFO:Pipeline:            Time: 06:38:59, Epoch: 18, Step: 104100, Step Loss: 3.88
INFO:Pipeline:            Time: 06:39:22, Epoch: 18, Step: 104200, Step Loss: 3.83
INFO:Pipeline:            Time: 06:39:45, Epoch: 18, Step: 104300, Step Loss: 3.89
INFO:Pipeline:            Time: 06:40:07, Epoch: 18, Step: 104400, Step Loss: 3.89
INFO:Pipeline:            Time: 06:40:30, Epoch: 18, Step: 104500, Step Loss: 3.87
INFO:Pipeline:            Time: 06:40:53, Epoch: 18, Step: 104600, Step Loss: 3.85
INFO:Pipeline:            Time: 06:41:16, Epoch: 18, Step: 104700, Step Loss: 3.86
INFO:Pipeline:            Time: 06:41:38, Epoch: 18, Step: 104800, Step Loss: 3.87
INFO:Pipeline:            Time: 06:42:01, Epoch: 18, Step: 104900, Step Loss: 3.85
INFO:Pipeline:            Time: 06:42:24, Epoch: 18, Step: 105000, Step Loss: 3.82
INFO:Pipeline:            Eval Loss: 3.76, Perplexity: 42.97
INFO:Pipeline:            Time: 06:42:49, Epoch: 18, Step: 105100, Step Loss: 3.81
INFO:Pipeline:            Time: 06:43:12, Epoch: 18, Step: 105200, Step Loss: 3.82
INFO:Pipeline:            Time: 06:43:35, Epoch: 18, Step: 105300, Step Loss: 3.81
INFO:Pipeline:            Time: 06:43:57, Epoch: 18, Step: 105400, Step Loss: 3.83
INFO:Pipeline:            Time: 06:44:20, Epoch: 18, Step: 105500, Step Loss: 3.83
INFO:Pipeline:            Time: 06:44:43, Epoch: 18, Step: 105600, Step Loss: 3.82
INFO:Pipeline:            Time: 06:45:06, Epoch: 18, Step: 105700, Step Loss: 3.80
INFO:Pipeline:            Time: 06:45:28, Epoch: 18, Step: 105800, Step Loss: 3.83
INFO:Pipeline:            Time: 06:45:51, Epoch: 18, Step: 105900, Step Loss: 3.84
INFO:Pipeline:            Time: 06:46:14, Epoch: 18, Step: 106000, Step Loss: 3.77
INFO:Pipeline:            Eval Loss: 3.76, Perplexity: 42.93
INFO:Pipeline:            Time: 06:46:39, Epoch: 18, Step: 106100, Step Loss: 3.84
INFO:Pipeline:            Time: 06:47:02, Epoch: 18, Step: 106200, Step Loss: 3.93
INFO:Pipeline:            Time: 06:47:24, Epoch: 18, Step: 106300, Step Loss: 3.74
INFO:Pipeline:            Time: 06:47:47, Epoch: 18, Step: 106400, Step Loss: 3.84
INFO:Pipeline:            Time: 06:48:10, Epoch: 18, Step: 106500, Step Loss: 3.78
INFO:Pipeline:            Time: 06:48:33, Epoch: 18, Step: 106600, Step Loss: 3.84
INFO:Pipeline:            Time: 06:48:55, Epoch: 18, Step: 106700, Step Loss: 3.83
INFO:Pipeline:            Time: 06:49:18, Epoch: 18, Step: 106800, Step Loss: 3.86
INFO:Pipeline:            Time: 06:49:41, Epoch: 18, Step: 106900, Step Loss: 3.84
INFO:Pipeline:            Time: 06:50:04, Epoch: 18, Step: 107000, Step Loss: 3.81
INFO:Pipeline:            Eval Loss: 3.76, Perplexity: 42.93
INFO:Pipeline:            Time: 06:50:29, Epoch: 18, Step: 107100, Step Loss: 3.87
INFO:Pipeline:            Time: 06:50:51, Epoch: 18, Step: 107200, Step Loss: 3.88
INFO:Pipeline:            Time: 06:51:14, Epoch: 18, Step: 107300, Step Loss: 3.87
INFO:Pipeline:            Time: 06:51:37, Epoch: 18, Step: 107400, Step Loss: 3.87
INFO:Pipeline:            Time: 06:52:00, Epoch: 18, Step: 107500, Step Loss: 3.84
INFO:Pipeline:            Time: 06:52:23, Epoch: 18, Step: 107600, Step Loss: 3.85
INFO:Pipeline:            Time: 06:52:45, Epoch: 18, Step: 107700, Step Loss: 3.81
INFO:Pipeline:            Time: 06:53:08, Epoch: 18, Step: 107800, Step Loss: 3.81
INFO:Pipeline:            Time: 06:53:31, Epoch: 18, Step: 107900, Step Loss: 3.82
INFO:Pipeline:            Time: 06:53:54, Epoch: 18, Step: 108000, Step Loss: 3.83
INFO:Pipeline:            Eval Loss: 3.76, Perplexity: 42.89
INFO:Pipeline:            Time: 06:54:19, Epoch: 18, Step: 108100, Step Loss: 3.87
INFO:Pipeline:            Time: 06:54:41, Epoch: 18, Step: 108200, Step Loss: 3.82
INFO:Pipeline:            Time: 06:55:04, Epoch: 18, Step: 108300, Step Loss: 3.80
INFO:Pipeline:            Time: 06:55:27, Epoch: 18, Step: 108400, Step Loss: 3.81
INFO:Pipeline:            Time: 06:55:50, Epoch: 18, Step: 108500, Step Loss: 3.86
INFO:Pipeline:            Time: 06:56:12, Epoch: 18, Step: 108600, Step Loss: 3.84
INFO:Pipeline:            Time: 06:56:35, Epoch: 18, Step: 108700, Step Loss: 3.83
INFO:Pipeline:            Time: 06:56:58, Epoch: 18, Step: 108800, Step Loss: 3.85
INFO:Pipeline:            Time: 06:57:21, Epoch: 18, Step: 108900, Step Loss: 3.83
INFO:Pipeline:            Time: 06:57:44, Epoch: 18, Step: 109000, Step Loss: 3.86
INFO:Pipeline:            Eval Loss: 3.76, Perplexity: 42.91
INFO:Pipeline:            Time: 06:58:08, Epoch: 18, Step: 109100, Step Loss: 3.86
INFO:Pipeline:            Time: 06:58:30, Epoch: 18, Step: 109200, Step Loss: 3.80
INFO:Pipeline:            Time: 06:58:53, Epoch: 18, Step: 109300, Step Loss: 3.78
INFO:Pipeline:            Time: 06:59:16, Epoch: 18, Step: 109400, Step Loss: 3.93
INFO:Pipeline:            Time: 06:59:39, Epoch: 18, Step: 109500, Step Loss: 3.89
INFO:Pipeline:            Time: 07:00:01, Epoch: 18, Step: 109600, Step Loss: 3.79
INFO:Pipeline:            Time: 07:00:24, Epoch: 18, Step: 109700, Step Loss: 3.83
INFO:Pipeline:            Time: 07:00:47, Epoch: 18, Step: 109800, Step Loss: 3.85
INFO:Pipeline:            Time: 07:01:10, Epoch: 19, Step: 109900, Step Loss: 3.89
INFO:Pipeline:            Time: 07:01:32, Epoch: 19, Step: 110000, Step Loss: 3.91
INFO:Pipeline:            Eval Loss: 3.76, Perplexity: 42.89
INFO:Pipeline:            Time: 07:01:57, Epoch: 19, Step: 110100, Step Loss: 3.86
INFO:Pipeline:            Time: 07:02:20, Epoch: 19, Step: 110200, Step Loss: 3.92
INFO:Pipeline:            Time: 07:02:43, Epoch: 19, Step: 110300, Step Loss: 3.82
INFO:Pipeline:            Time: 07:03:06, Epoch: 19, Step: 110400, Step Loss: 3.82
INFO:Pipeline:            Time: 07:03:28, Epoch: 19, Step: 110500, Step Loss: 3.80
INFO:Pipeline:            Time: 07:03:51, Epoch: 19, Step: 110600, Step Loss: 3.79
INFO:Pipeline:            Time: 07:04:14, Epoch: 19, Step: 110700, Step Loss: 3.79
INFO:Pipeline:            Time: 07:04:37, Epoch: 19, Step: 110800, Step Loss: 3.80
INFO:Pipeline:            Time: 07:04:59, Epoch: 19, Step: 110900, Step Loss: 3.90
INFO:Pipeline:            Time: 07:05:22, Epoch: 19, Step: 111000, Step Loss: 3.86
INFO:Pipeline:            Eval Loss: 3.76, Perplexity: 42.88
INFO:Pipeline:            Time: 07:05:47, Epoch: 19, Step: 111100, Step Loss: 3.78
INFO:Pipeline:            Time: 07:06:10, Epoch: 19, Step: 111200, Step Loss: 3.87
INFO:Pipeline:            Time: 07:06:33, Epoch: 19, Step: 111300, Step Loss: 3.87
INFO:Pipeline:            Time: 07:06:55, Epoch: 19, Step: 111400, Step Loss: 3.90
INFO:Pipeline:            Time: 07:07:18, Epoch: 19, Step: 111500, Step Loss: 3.85
INFO:Pipeline:            Time: 07:07:41, Epoch: 19, Step: 111600, Step Loss: 3.86
INFO:Pipeline:            Time: 07:08:04, Epoch: 19, Step: 111700, Step Loss: 3.81
INFO:Pipeline:            Time: 07:08:27, Epoch: 19, Step: 111800, Step Loss: 3.87
INFO:Pipeline:            Time: 07:08:49, Epoch: 19, Step: 111900, Step Loss: 3.88
INFO:Pipeline:            Time: 07:09:12, Epoch: 19, Step: 112000, Step Loss: 3.82
INFO:Pipeline:            Eval Loss: 3.76, Perplexity: 42.87
INFO:Pipeline:            Time: 07:09:37, Epoch: 19, Step: 112100, Step Loss: 3.84
INFO:Pipeline:            Time: 07:10:00, Epoch: 19, Step: 112200, Step Loss: 3.90
INFO:Pipeline:            Time: 07:10:23, Epoch: 19, Step: 112300, Step Loss: 3.91
INFO:Pipeline:            Time: 07:10:46, Epoch: 19, Step: 112400, Step Loss: 3.81
INFO:Pipeline:            Time: 07:11:08, Epoch: 19, Step: 112500, Step Loss: 3.85
INFO:Pipeline:            Time: 07:11:31, Epoch: 19, Step: 112600, Step Loss: 3.82
INFO:Pipeline:            Time: 07:11:54, Epoch: 19, Step: 112700, Step Loss: 3.87
INFO:Pipeline:            Time: 07:12:17, Epoch: 19, Step: 112800, Step Loss: 3.84
INFO:Pipeline:            Time: 07:12:39, Epoch: 19, Step: 112900, Step Loss: 3.78
INFO:Pipeline:            Time: 07:13:02, Epoch: 19, Step: 113000, Step Loss: 3.77
INFO:Pipeline:            Eval Loss: 3.76, Perplexity: 42.87
INFO:Pipeline:            Time: 07:13:27, Epoch: 19, Step: 113100, Step Loss: 3.89
INFO:Pipeline:            Time: 07:13:50, Epoch: 19, Step: 113200, Step Loss: 3.82
INFO:Pipeline:            Time: 07:14:13, Epoch: 19, Step: 113300, Step Loss: 3.80
INFO:Pipeline:            Time: 07:14:36, Epoch: 19, Step: 113400, Step Loss: 3.85
INFO:Pipeline:            Time: 07:14:58, Epoch: 19, Step: 113500, Step Loss: 3.88
INFO:Pipeline:            Time: 07:15:21, Epoch: 19, Step: 113600, Step Loss: 3.83
INFO:Pipeline:            Time: 07:15:44, Epoch: 19, Step: 113700, Step Loss: 3.84
INFO:Pipeline:            Time: 07:16:07, Epoch: 19, Step: 113800, Step Loss: 3.86
INFO:Pipeline:            Time: 07:16:30, Epoch: 19, Step: 113900, Step Loss: 3.91
INFO:Pipeline:            Time: 07:16:52, Epoch: 19, Step: 114000, Step Loss: 3.81
INFO:Pipeline:            Eval Loss: 3.76, Perplexity: 42.86
INFO:Pipeline:            Time: 07:17:17, Epoch: 19, Step: 114100, Step Loss: 3.89
INFO:Pipeline:            Time: 07:17:40, Epoch: 19, Step: 114200, Step Loss: 3.85
INFO:Pipeline:            Time: 07:18:03, Epoch: 19, Step: 114300, Step Loss: 3.88
INFO:Pipeline:            Time: 07:18:26, Epoch: 19, Step: 114400, Step Loss: 3.83
INFO:Pipeline:            Time: 07:18:48, Epoch: 19, Step: 114500, Step Loss: 3.84
INFO:Pipeline:            Time: 07:19:11, Epoch: 19, Step: 114600, Step Loss: 3.85
INFO:Pipeline:            Time: 07:19:34, Epoch: 19, Step: 114700, Step Loss: 3.84
INFO:Pipeline:            Time: 07:19:57, Epoch: 19, Step: 114800, Step Loss: 3.85
INFO:Pipeline:            Time: 07:20:20, Epoch: 19, Step: 114900, Step Loss: 3.90
INFO:Pipeline:            Time: 07:20:42, Epoch: 19, Step: 115000, Step Loss: 3.83
INFO:Pipeline:            Eval Loss: 3.76, Perplexity: 42.84
INFO:Pipeline:            Time: 07:21:07, Epoch: 19, Step: 115100, Step Loss: 3.90
INFO:Pipeline:            Time: 07:21:30, Epoch: 19, Step: 115200, Step Loss: 3.87
INFO:Pipeline:            Time: 07:21:53, Epoch: 19, Step: 115300, Step Loss: 3.88
INFO:Pipeline:            Time: 07:22:16, Epoch: 19, Step: 115400, Step Loss: 3.77
INFO:Pipeline:            Time: 07:22:39, Epoch: 19, Step: 115500, Step Loss: 3.77
INFO:Pipeline:            Time: 07:23:01, Epoch: 19, Step: 115600, Step Loss: 3.82
INFO:Pipeline:            Time: 07:23:24, Epoch: 19, Step: 115700, Step Loss: 3.87
INFO:Pipeline:            Time: 07:23:47, Epoch: 19, Step: 115800, Step Loss: 3.82
INFO:Pipeline:            Time: 07:24:10, Epoch: 19, Step: 115900, Step Loss: 3.84
INFO:Pipeline:            Time: 07:24:32, Epoch: 20, Step: 116000, Step Loss: 3.86
INFO:Pipeline:            Eval Loss: 3.76, Perplexity: 42.85
INFO:Pipeline:            Time: 07:24:56, Epoch: 20, Step: 116100, Step Loss: 3.86
INFO:Pipeline:            Time: 07:25:19, Epoch: 20, Step: 116200, Step Loss: 3.84
INFO:Pipeline:            Time: 07:25:42, Epoch: 20, Step: 116300, Step Loss: 3.74
INFO:Pipeline:            Time: 07:26:05, Epoch: 20, Step: 116400, Step Loss: 3.85
INFO:Pipeline:            Time: 07:26:28, Epoch: 20, Step: 116500, Step Loss: 3.89
INFO:Pipeline:            Time: 07:26:50, Epoch: 20, Step: 116600, Step Loss: 3.85
INFO:Pipeline:            Time: 07:27:13, Epoch: 20, Step: 116700, Step Loss: 3.90
INFO:Pipeline:            Time: 07:27:36, Epoch: 20, Step: 116800, Step Loss: 3.83
INFO:Pipeline:            Time: 07:27:59, Epoch: 20, Step: 116900, Step Loss: 3.91
INFO:Pipeline:            Time: 07:28:21, Epoch: 20, Step: 117000, Step Loss: 3.85
INFO:Pipeline:            Eval Loss: 3.76, Perplexity: 42.84
INFO:Pipeline:            Time: 07:28:47, Epoch: 20, Step: 117100, Step Loss: 3.87
INFO:Pipeline:            Time: 07:29:09, Epoch: 20, Step: 117200, Step Loss: 3.87
INFO:Pipeline:            Time: 07:29:32, Epoch: 20, Step: 117300, Step Loss: 3.83
INFO:Pipeline:            Time: 07:29:55, Epoch: 20, Step: 117400, Step Loss: 3.84
INFO:Pipeline:            Time: 07:30:18, Epoch: 20, Step: 117500, Step Loss: 3.89
INFO:Pipeline:            Time: 07:30:40, Epoch: 20, Step: 117600, Step Loss: 3.84
INFO:Pipeline:            Time: 07:31:03, Epoch: 20, Step: 117700, Step Loss: 3.93
INFO:Pipeline:            Time: 07:31:26, Epoch: 20, Step: 117800, Step Loss: 3.89
INFO:Pipeline:            Time: 07:31:49, Epoch: 20, Step: 117900, Step Loss: 3.78
INFO:Pipeline:            Time: 07:32:12, Epoch: 20, Step: 118000, Step Loss: 3.84
INFO:Pipeline:            Eval Loss: 3.76, Perplexity: 42.84
INFO:Pipeline:            Time: 07:32:37, Epoch: 20, Step: 118100, Step Loss: 3.84
INFO:Pipeline:            Time: 07:32:59, Epoch: 20, Step: 118200, Step Loss: 3.87
INFO:Pipeline:            Time: 07:33:22, Epoch: 20, Step: 118300, Step Loss: 3.86
INFO:Pipeline:            Time: 07:33:45, Epoch: 20, Step: 118400, Step Loss: 3.85
INFO:Pipeline:            Time: 07:34:08, Epoch: 20, Step: 118500, Step Loss: 3.88
INFO:Pipeline:            Time: 07:34:31, Epoch: 20, Step: 118600, Step Loss: 3.81
INFO:Pipeline:            Time: 07:34:53, Epoch: 20, Step: 118700, Step Loss: 3.81
INFO:Pipeline:            Time: 07:35:16, Epoch: 20, Step: 118800, Step Loss: 3.91
INFO:Pipeline:            Time: 07:35:39, Epoch: 20, Step: 118900, Step Loss: 3.84
INFO:Pipeline:            Time: 07:36:02, Epoch: 20, Step: 119000, Step Loss: 3.84
INFO:Pipeline:            Eval Loss: 3.76, Perplexity: 42.84
INFO:Pipeline:            Time: 07:36:26, Epoch: 20, Step: 119100, Step Loss: 3.81
INFO:Pipeline:            Time: 07:36:49, Epoch: 20, Step: 119200, Step Loss: 3.82
INFO:Pipeline:            Time: 07:37:11, Epoch: 20, Step: 119300, Step Loss: 3.84
INFO:Pipeline:            Time: 07:37:34, Epoch: 20, Step: 119400, Step Loss: 3.86
INFO:Pipeline:            Time: 07:37:57, Epoch: 20, Step: 119500, Step Loss: 3.81
INFO:Pipeline:            Time: 07:38:20, Epoch: 20, Step: 119600, Step Loss: 3.84
INFO:Pipeline:            Time: 07:38:43, Epoch: 20, Step: 119700, Step Loss: 3.80
INFO:Pipeline:            Time: 07:39:05, Epoch: 20, Step: 119800, Step Loss: 3.82
INFO:Pipeline:            Time: 07:39:28, Epoch: 20, Step: 119900, Step Loss: 3.91
INFO:Pipeline:            Time: 07:39:51, Epoch: 20, Step: 120000, Step Loss: 3.78
INFO:Pipeline:            Eval Loss: 3.76, Perplexity: 42.84
INFO:Pipeline:            Time: 07:40:16, Epoch: 20, Step: 120100, Step Loss: 3.87
INFO:Pipeline:            Time: 07:40:39, Epoch: 20, Step: 120200, Step Loss: 3.85
INFO:Pipeline:            Time: 07:41:02, Epoch: 20, Step: 120300, Step Loss: 3.83
INFO:Pipeline:            Time: 07:41:24, Epoch: 20, Step: 120400, Step Loss: 3.81
INFO:Pipeline:            Time: 07:41:47, Epoch: 20, Step: 120500, Step Loss: 3.88
INFO:Pipeline:            Time: 07:42:10, Epoch: 20, Step: 120600, Step Loss: 3.83
INFO:Pipeline:            Time: 07:42:33, Epoch: 20, Step: 120700, Step Loss: 3.92
INFO:Pipeline:            Time: 07:42:56, Epoch: 20, Step: 120800, Step Loss: 3.86
INFO:Pipeline:            Time: 07:43:18, Epoch: 20, Step: 120900, Step Loss: 3.78
INFO:Pipeline:            Time: 07:43:41, Epoch: 20, Step: 121000, Step Loss: 3.83
INFO:Pipeline:            Eval Loss: 3.76, Perplexity: 42.84
INFO:Pipeline:            Time: 07:44:06, Epoch: 20, Step: 121100, Step Loss: 3.81
INFO:Pipeline:            Time: 07:44:29, Epoch: 20, Step: 121200, Step Loss: 3.85
INFO:Pipeline:            Time: 07:44:52, Epoch: 20, Step: 121300, Step Loss: 3.82
INFO:Pipeline:            Time: 07:45:15, Epoch: 20, Step: 121400, Step Loss: 3.88
INFO:Pipeline:            Time: 07:45:37, Epoch: 20, Step: 121500, Step Loss: 3.84
INFO:Pipeline:            Time: 07:46:00, Epoch: 20, Step: 121600, Step Loss: 3.90
INFO:Pipeline:            Time: 07:46:23, Epoch: 20, Step: 121700, Step Loss: 3.88
INFO:Pipeline:            Time: 07:46:46, Epoch: 20, Step: 121800, Step Loss: 3.89
INFO:Pipeline:            Time: 07:47:09, Epoch: 20, Step: 121900, Step Loss: 3.84
INFO:Pipeline:            Time: 07:47:31, Epoch: 20, Step: 122000, Step Loss: 3.84
INFO:Pipeline:            Eval Loss: 3.76, Perplexity: 42.84
INFO:Pipeline:            Eval Loss: 3.76, Perplexity: 42.84