INFO:Pipeline:            Preparing Repository...
WARNING:huggingface_hub.repository:Cloning https://huggingface.co/benlipkin/gpt2_256_wikitext_100M_20_26e50955232e9b5c 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: 10.94, Perplexity: 56149.65
INFO:Pipeline:            Time: 00:00:37, Epoch: 1, Step: 100, Step Loss: 10.28
INFO:Pipeline:            Time: 00:01:03, Epoch: 1, Step: 200, Step Loss: 9.61
INFO:Pipeline:            Time: 00:01:30, Epoch: 1, Step: 300, Step Loss: 9.20
INFO:Pipeline:            Time: 00:01:56, Epoch: 1, Step: 400, Step Loss: 8.70
INFO:Pipeline:            Time: 00:02:22, Epoch: 1, Step: 500, Step Loss: 8.55
INFO:Pipeline:            Time: 00:02:49, Epoch: 1, Step: 600, Step Loss: 8.36
INFO:Pipeline:            Time: 00:03:15, Epoch: 1, Step: 700, Step Loss: 8.24
INFO:Pipeline:            Time: 00:03:41, Epoch: 1, Step: 800, Step Loss: 7.97
INFO:Pipeline:            Time: 00:04:08, Epoch: 1, Step: 900, Step Loss: 7.73
INFO:Pipeline:            Time: 00:04:34, Epoch: 1, Step: 1000, Step Loss: 7.54
INFO:Pipeline:            Eval Loss: 7.45, Perplexity: 1720.86
INFO:Pipeline:            Time: 00:05:03, Epoch: 1, Step: 1100, Step Loss: 7.33
INFO:Pipeline:            Time: 00:05:30, Epoch: 1, Step: 1200, Step Loss: 7.15
INFO:Pipeline:            Time: 00:05:56, Epoch: 1, Step: 1300, Step Loss: 7.06
INFO:Pipeline:            Time: 00:06:23, Epoch: 1, Step: 1400, Step Loss: 6.82
INFO:Pipeline:            Time: 00:06:49, Epoch: 1, Step: 1500, Step Loss: 6.80
INFO:Pipeline:            Time: 00:07:15, Epoch: 1, Step: 1600, Step Loss: 6.77
INFO:Pipeline:            Time: 00:07:42, Epoch: 1, Step: 1700, Step Loss: 6.68
INFO:Pipeline:            Time: 00:08:08, Epoch: 1, Step: 1800, Step Loss: 6.58
INFO:Pipeline:            Time: 00:08:35, Epoch: 1, Step: 1900, Step Loss: 6.56
INFO:Pipeline:            Time: 00:09:01, Epoch: 1, Step: 2000, Step Loss: 6.48
INFO:Pipeline:            Eval Loss: 6.34, Perplexity: 567.47
INFO:Pipeline:            Time: 00:09:30, Epoch: 1, Step: 2100, Step Loss: 6.46
INFO:Pipeline:            Time: 00:09:57, Epoch: 1, Step: 2200, Step Loss: 6.37
INFO:Pipeline:            Time: 00:10:23, Epoch: 1, Step: 2300, Step Loss: 6.45
INFO:Pipeline:            Time: 00:10:50, Epoch: 1, Step: 2400, Step Loss: 6.32
INFO:Pipeline:            Time: 00:11:16, Epoch: 1, Step: 2500, Step Loss: 6.18
INFO:Pipeline:            Time: 00:11:42, Epoch: 1, Step: 2600, Step Loss: 6.21
INFO:Pipeline:            Time: 00:12:09, Epoch: 1, Step: 2700, Step Loss: 6.17
INFO:Pipeline:            Time: 00:12:35, Epoch: 1, Step: 2800, Step Loss: 6.14
INFO:Pipeline:            Time: 00:13:02, Epoch: 1, Step: 2900, Step Loss: 6.02
INFO:Pipeline:            Time: 00:13:28, Epoch: 1, Step: 3000, Step Loss: 6.07
INFO:Pipeline:            Eval Loss: 5.92, Perplexity: 371.99
INFO:Pipeline:            Time: 00:13:57, Epoch: 1, Step: 3100, Step Loss: 6.02
INFO:Pipeline:            Time: 00:14:24, Epoch: 1, Step: 3200, Step Loss: 6.10
INFO:Pipeline:            Time: 00:14:50, Epoch: 1, Step: 3300, Step Loss: 5.87
INFO:Pipeline:            Time: 00:15:16, Epoch: 1, Step: 3400, Step Loss: 6.01
INFO:Pipeline:            Time: 00:15:43, Epoch: 1, Step: 3500, Step Loss: 5.83
INFO:Pipeline:            Time: 00:16:09, Epoch: 1, Step: 3600, Step Loss: 5.94
INFO:Pipeline:            Time: 00:16:36, Epoch: 1, Step: 3700, Step Loss: 5.77
INFO:Pipeline:            Time: 00:17:02, Epoch: 1, Step: 3800, Step Loss: 5.92
INFO:Pipeline:            Time: 00:17:29, Epoch: 1, Step: 3900, Step Loss: 5.79
INFO:Pipeline:            Time: 00:17:55, Epoch: 1, Step: 4000, Step Loss: 5.79
INFO:Pipeline:            Eval Loss: 5.60, Perplexity: 271.62
INFO:Pipeline:            Time: 00:18:27, Epoch: 1, Step: 4100, Step Loss: 5.75
INFO:Pipeline:            Time: 00:18:53, Epoch: 1, Step: 4200, Step Loss: 5.67
INFO:Pipeline:            Time: 00:19:19, Epoch: 1, Step: 4300, Step Loss: 5.72
INFO:Pipeline:            Time: 00:19:46, Epoch: 1, Step: 4400, Step Loss: 5.69
INFO:Pipeline:            Time: 00:20:12, Epoch: 1, Step: 4500, Step Loss: 5.66
INFO:Pipeline:            Time: 00:20:39, Epoch: 1, Step: 4600, Step Loss: 5.59
INFO:Pipeline:            Time: 00:21:05, Epoch: 1, Step: 4700, Step Loss: 5.57
INFO:Pipeline:            Time: 00:21:32, Epoch: 1, Step: 4800, Step Loss: 5.57
INFO:Pipeline:            Time: 00:21:58, Epoch: 1, Step: 4900, Step Loss: 5.51
INFO:Pipeline:            Time: 00:22:25, Epoch: 1, Step: 5000, Step Loss: 5.54
INFO:Pipeline:            Eval Loss: 5.38, Perplexity: 216.16
INFO:Pipeline:            Time: 00:22:53, Epoch: 1, Step: 5100, Step Loss: 5.57
INFO:Pipeline:            Time: 00:23:20, Epoch: 1, Step: 5200, Step Loss: 5.51
INFO:Pipeline:            Time: 00:23:46, Epoch: 1, Step: 5300, Step Loss: 5.46
INFO:Pipeline:            Time: 00:24:13, Epoch: 1, Step: 5400, Step Loss: 5.53
INFO:Pipeline:            Time: 00:24:39, Epoch: 1, Step: 5500, Step Loss: 5.58
INFO:Pipeline:            Time: 00:25:06, Epoch: 1, Step: 5600, Step Loss: 5.48
INFO:Pipeline:            Time: 00:25:32, Epoch: 1, Step: 5700, Step Loss: 5.34
INFO:Pipeline:            Time: 00:25:59, Epoch: 1, Step: 5800, Step Loss: 5.46
INFO:Pipeline:            Time: 00:26:25, Epoch: 1, Step: 5900, Step Loss: 5.43
INFO:Pipeline:            Time: 00:26:52, Epoch: 1, Step: 6000, Step Loss: 5.39
INFO:Pipeline:            Eval Loss: 5.20, Perplexity: 181.14
INFO:Pipeline:            Time: 00:27:22, Epoch: 1, Step: 6100, Step Loss: 5.30
INFO:Pipeline:            Time: 00:27:49, Epoch: 2, Step: 6200, Step Loss: 5.38
INFO:Pipeline:            Time: 00:28:15, Epoch: 2, Step: 6300, Step Loss: 5.34
INFO:Pipeline:            Time: 00:28:42, Epoch: 2, Step: 6400, Step Loss: 5.37
INFO:Pipeline:            Time: 00:29:08, Epoch: 2, Step: 6500, Step Loss: 5.28
INFO:Pipeline:            Time: 00:29:34, Epoch: 2, Step: 6600, Step Loss: 5.25
INFO:Pipeline:            Time: 00:30:01, Epoch: 2, Step: 6700, Step Loss: 5.24
INFO:Pipeline:            Time: 00:30:27, Epoch: 2, Step: 6800, Step Loss: 5.25
INFO:Pipeline:            Time: 00:30:54, Epoch: 2, Step: 6900, Step Loss: 5.22
INFO:Pipeline:            Time: 00:31:20, Epoch: 2, Step: 7000, Step Loss: 5.25
INFO:Pipeline:            Eval Loss: 5.05, Perplexity: 155.43
INFO:Pipeline:            Time: 00:31:49, Epoch: 2, Step: 7100, Step Loss: 5.24
INFO:Pipeline:            Time: 00:32:16, Epoch: 2, Step: 7200, Step Loss: 5.25
INFO:Pipeline:            Time: 00:32:42, Epoch: 2, Step: 7300, Step Loss: 5.18
INFO:Pipeline:            Time: 00:33:09, Epoch: 2, Step: 7400, Step Loss: 5.22
INFO:Pipeline:            Time: 00:33:35, Epoch: 2, Step: 7500, Step Loss: 5.19
INFO:Pipeline:            Time: 00:34:02, Epoch: 2, Step: 7600, Step Loss: 5.10
INFO:Pipeline:            Time: 00:34:28, Epoch: 2, Step: 7700, Step Loss: 5.24
INFO:Pipeline:            Time: 00:34:55, Epoch: 2, Step: 7800, Step Loss: 5.01
INFO:Pipeline:            Time: 00:35:21, Epoch: 2, Step: 7900, Step Loss: 5.12
INFO:Pipeline:            Time: 00:35:47, Epoch: 2, Step: 8000, Step Loss: 5.13
INFO:Pipeline:            Eval Loss: 4.92, Perplexity: 137.65
INFO:Pipeline:            Time: 00:36:16, Epoch: 2, Step: 8100, Step Loss: 5.01
INFO:Pipeline:            Time: 00:36:43, Epoch: 2, Step: 8200, Step Loss: 5.10
INFO:Pipeline:            Time: 00:37:09, Epoch: 2, Step: 8300, Step Loss: 5.08
INFO:Pipeline:            Time: 00:37:36, Epoch: 2, Step: 8400, Step Loss: 5.11
INFO:Pipeline:            Time: 00:38:02, Epoch: 2, Step: 8500, Step Loss: 5.09
INFO:Pipeline:            Time: 00:38:29, Epoch: 2, Step: 8600, Step Loss: 4.96
INFO:Pipeline:            Time: 00:38:55, Epoch: 2, Step: 8700, Step Loss: 5.06
INFO:Pipeline:            Time: 00:39:22, Epoch: 2, Step: 8800, Step Loss: 5.03
INFO:Pipeline:            Time: 00:39:48, Epoch: 2, Step: 8900, Step Loss: 5.07
INFO:Pipeline:            Time: 00:40:14, Epoch: 2, Step: 9000, Step Loss: 5.00
INFO:Pipeline:            Eval Loss: 4.82, Perplexity: 123.67
INFO:Pipeline:            Time: 00:40:43, Epoch: 2, Step: 9100, Step Loss: 4.94
INFO:Pipeline:            Time: 00:41:10, Epoch: 2, Step: 9200, Step Loss: 5.05
INFO:Pipeline:            Time: 00:41:36, Epoch: 2, Step: 9300, Step Loss: 4.99
INFO:Pipeline:            Time: 00:42:03, Epoch: 2, Step: 9400, Step Loss: 5.02
INFO:Pipeline:            Time: 00:42:29, Epoch: 2, Step: 9500, Step Loss: 4.96
INFO:Pipeline:            Time: 00:42:56, Epoch: 2, Step: 9600, Step Loss: 4.93
INFO:Pipeline:            Time: 00:43:22, Epoch: 2, Step: 9700, Step Loss: 4.85
INFO:Pipeline:            Time: 00:43:48, Epoch: 2, Step: 9800, Step Loss: 4.91
INFO:Pipeline:            Time: 00:44:15, Epoch: 2, Step: 9900, Step Loss: 5.01
INFO:Pipeline:            Time: 00:44:41, Epoch: 2, Step: 10000, Step Loss: 4.93
INFO:Pipeline:            Eval Loss: 4.73, Perplexity: 113.18
INFO:Pipeline:            Time: 00:45:10, Epoch: 2, Step: 10100, Step Loss: 4.94
INFO:Pipeline:            Time: 00:45:37, Epoch: 2, Step: 10200, Step Loss: 5.04
INFO:Pipeline:            Time: 00:46:03, Epoch: 2, Step: 10300, Step Loss: 4.87
INFO:Pipeline:            Time: 00:46:29, Epoch: 2, Step: 10400, Step Loss: 4.95
INFO:Pipeline:            Time: 00:46:56, Epoch: 2, Step: 10500, Step Loss: 4.93
INFO:Pipeline:            Time: 00:47:22, Epoch: 2, Step: 10600, Step Loss: 4.89
INFO:Pipeline:            Time: 00:47:49, Epoch: 2, Step: 10700, Step Loss: 4.99
INFO:Pipeline:            Time: 00:48:15, Epoch: 2, Step: 10800, Step Loss: 4.76
INFO:Pipeline:            Time: 00:48:42, Epoch: 2, Step: 10900, Step Loss: 4.86
INFO:Pipeline:            Time: 00:49:08, Epoch: 2, Step: 11000, Step Loss: 4.89
INFO:Pipeline:            Eval Loss: 4.64, Perplexity: 104.06
INFO:Pipeline:            Time: 00:49:37, Epoch: 2, Step: 11100, Step Loss: 4.87
INFO:Pipeline:            Time: 00:50:04, Epoch: 2, Step: 11200, Step Loss: 4.81
INFO:Pipeline:            Time: 00:50:30, Epoch: 2, Step: 11300, Step Loss: 4.86
INFO:Pipeline:            Time: 00:50:57, Epoch: 2, Step: 11400, Step Loss: 4.90
INFO:Pipeline:            Time: 00:51:23, Epoch: 2, Step: 11500, Step Loss: 4.98
INFO:Pipeline:            Time: 00:51:50, Epoch: 2, Step: 11600, Step Loss: 4.80
INFO:Pipeline:            Time: 00:52:16, Epoch: 2, Step: 11700, Step Loss: 4.82
INFO:Pipeline:            Time: 00:52:43, Epoch: 2, Step: 11800, Step Loss: 4.83
INFO:Pipeline:            Time: 00:53:09, Epoch: 2, Step: 11900, Step Loss: 4.81
INFO:Pipeline:            Time: 00:53:36, Epoch: 2, Step: 12000, Step Loss: 4.72
INFO:Pipeline:            Eval Loss: 4.57, Perplexity: 96.76
INFO:Pipeline:            Time: 00:54:04, Epoch: 2, Step: 12100, Step Loss: 4.74
INFO:Pipeline:            Time: 00:54:31, Epoch: 2, Step: 12200, Step Loss: 4.80
INFO:Pipeline:            Time: 00:54:57, Epoch: 3, Step: 12300, Step Loss: 4.86
INFO:Pipeline:            Time: 00:55:24, Epoch: 3, Step: 12400, Step Loss: 4.55
INFO:Pipeline:            Time: 00:55:50, Epoch: 3, Step: 12500, Step Loss: 4.74
INFO:Pipeline:            Time: 00:56:17, Epoch: 3, Step: 12600, Step Loss: 4.69
INFO:Pipeline:            Time: 00:56:43, Epoch: 3, Step: 12700, Step Loss: 4.65
INFO:Pipeline:            Time: 00:57:10, Epoch: 3, Step: 12800, Step Loss: 4.78
INFO:Pipeline:            Time: 00:57:36, Epoch: 3, Step: 12900, Step Loss: 4.76
INFO:Pipeline:            Time: 00:58:03, Epoch: 3, Step: 13000, Step Loss: 4.71
INFO:Pipeline:            Eval Loss: 4.51, Perplexity: 90.57
INFO:Pipeline:            Time: 00:58:31, Epoch: 3, Step: 13100, Step Loss: 4.77
INFO:Pipeline:            Time: 00:58:58, Epoch: 3, Step: 13200, Step Loss: 4.63
INFO:Pipeline:            Time: 00:59:24, Epoch: 3, Step: 13300, Step Loss: 4.65
INFO:Pipeline:            Time: 00:59:51, Epoch: 3, Step: 13400, Step Loss: 4.64
INFO:Pipeline:            Time: 01:00:17, Epoch: 3, Step: 13500, Step Loss: 4.66
INFO:Pipeline:            Time: 01:00:44, Epoch: 3, Step: 13600, Step Loss: 4.73
INFO:Pipeline:            Time: 01:01:10, Epoch: 3, Step: 13700, Step Loss: 4.68
INFO:Pipeline:            Time: 01:01:36, Epoch: 3, Step: 13800, Step Loss: 4.67
INFO:Pipeline:            Time: 01:02:03, Epoch: 3, Step: 13900, Step Loss: 4.68
INFO:Pipeline:            Time: 01:02:29, Epoch: 3, Step: 14000, Step Loss: 4.72
INFO:Pipeline:            Eval Loss: 4.44, Perplexity: 85.02
INFO:Pipeline:            Time: 01:02:58, Epoch: 3, Step: 14100, Step Loss: 4.55
INFO:Pipeline:            Time: 01:03:25, Epoch: 3, Step: 14200, Step Loss: 4.64
INFO:Pipeline:            Time: 01:03:51, Epoch: 3, Step: 14300, Step Loss: 4.49
INFO:Pipeline:            Time: 01:04:17, Epoch: 3, Step: 14400, Step Loss: 4.65
INFO:Pipeline:            Time: 01:04:44, Epoch: 3, Step: 14500, Step Loss: 4.53
INFO:Pipeline:            Time: 01:05:10, Epoch: 3, Step: 14600, Step Loss: 4.66
INFO:Pipeline:            Time: 01:05:37, Epoch: 3, Step: 14700, Step Loss: 4.57
INFO:Pipeline:            Time: 01:06:03, Epoch: 3, Step: 14800, Step Loss: 4.57
INFO:Pipeline:            Time: 01:06:30, Epoch: 3, Step: 14900, Step Loss: 4.60
INFO:Pipeline:            Time: 01:06:56, Epoch: 3, Step: 15000, Step Loss: 4.64
INFO:Pipeline:            Eval Loss: 4.39, Perplexity: 80.33
INFO:Pipeline:            Time: 01:07:25, Epoch: 3, Step: 15100, Step Loss: 4.57
INFO:Pipeline:            Time: 01:07:52, Epoch: 3, Step: 15200, Step Loss: 4.55
INFO:Pipeline:            Time: 01:08:18, Epoch: 3, Step: 15300, Step Loss: 4.49
INFO:Pipeline:            Time: 01:08:45, Epoch: 3, Step: 15400, Step Loss: 4.54
INFO:Pipeline:            Time: 01:09:11, Epoch: 3, Step: 15500, Step Loss: 4.71
INFO:Pipeline:            Time: 01:09:37, Epoch: 3, Step: 15600, Step Loss: 4.44
INFO:Pipeline:            Time: 01:10:04, Epoch: 3, Step: 15700, Step Loss: 4.46
INFO:Pipeline:            Time: 01:10:30, Epoch: 3, Step: 15800, Step Loss: 4.50
INFO:Pipeline:            Time: 01:10:57, Epoch: 3, Step: 15900, Step Loss: 4.51
INFO:Pipeline:            Time: 01:11:23, Epoch: 3, Step: 16000, Step Loss: 4.52
INFO:Pipeline:            Eval Loss: 4.34, Perplexity: 76.36
INFO:Pipeline:            Time: 01:11:52, Epoch: 3, Step: 16100, Step Loss: 4.62
INFO:Pipeline:            Time: 01:12:19, Epoch: 3, Step: 16200, Step Loss: 4.55
INFO:Pipeline:            Time: 01:12:45, Epoch: 3, Step: 16300, Step Loss: 4.54
INFO:Pipeline:            Time: 01:13:12, Epoch: 3, Step: 16400, Step Loss: 4.54
INFO:Pipeline:            Time: 01:13:38, Epoch: 3, Step: 16500, Step Loss: 4.60
INFO:Pipeline:            Time: 01:14:05, Epoch: 3, Step: 16600, Step Loss: 4.48
INFO:Pipeline:            Time: 01:14:31, Epoch: 3, Step: 16700, Step Loss: 4.46
INFO:Pipeline:            Time: 01:14:58, Epoch: 3, Step: 16800, Step Loss: 4.38
INFO:Pipeline:            Time: 01:15:24, Epoch: 3, Step: 16900, Step Loss: 4.50
INFO:Pipeline:            Time: 01:15:51, Epoch: 3, Step: 17000, Step Loss: 4.43
INFO:Pipeline:            Eval Loss: 4.29, Perplexity: 72.62
INFO:Pipeline:            Time: 01:16:20, Epoch: 3, Step: 17100, Step Loss: 4.50
INFO:Pipeline:            Time: 01:16:46, Epoch: 3, Step: 17200, Step Loss: 4.58
INFO:Pipeline:            Time: 01:17:13, Epoch: 3, Step: 17300, Step Loss: 4.39
INFO:Pipeline:            Time: 01:17:39, Epoch: 3, Step: 17400, Step Loss: 4.49
INFO:Pipeline:            Time: 01:18:06, Epoch: 3, Step: 17500, Step Loss: 4.41
INFO:Pipeline:            Time: 01:18:32, Epoch: 3, Step: 17600, Step Loss: 4.46
INFO:Pipeline:            Time: 01:18:58, Epoch: 3, Step: 17700, Step Loss: 4.49
INFO:Pipeline:            Time: 01:19:25, Epoch: 3, Step: 17800, Step Loss: 4.39
INFO:Pipeline:            Time: 01:19:51, Epoch: 3, Step: 17900, Step Loss: 4.40
INFO:Pipeline:            Time: 01:20:18, Epoch: 3, Step: 18000, Step Loss: 4.50
INFO:Pipeline:            Eval Loss: 4.24, Perplexity: 69.39
INFO:Pipeline:            Time: 01:20:47, Epoch: 3, Step: 18100, Step Loss: 4.52
INFO:Pipeline:            Time: 01:21:13, Epoch: 3, Step: 18200, Step Loss: 4.44
INFO:Pipeline:            Time: 01:21:40, Epoch: 3, Step: 18300, Step Loss: 4.45
INFO:Pipeline:            Time: 01:22:06, Epoch: 4, Step: 18400, Step Loss: 4.44
INFO:Pipeline:            Time: 01:22:33, Epoch: 4, Step: 18500, Step Loss: 4.54
INFO:Pipeline:            Time: 01:22:59, Epoch: 4, Step: 18600, Step Loss: 4.41
INFO:Pipeline:            Time: 01:23:26, Epoch: 4, Step: 18700, Step Loss: 4.39
INFO:Pipeline:            Time: 01:23:52, Epoch: 4, Step: 18800, Step Loss: 4.41
INFO:Pipeline:            Time: 01:24:18, Epoch: 4, Step: 18900, Step Loss: 4.34
INFO:Pipeline:            Time: 01:24:45, Epoch: 4, Step: 19000, Step Loss: 4.38
INFO:Pipeline:            Eval Loss: 4.20, Perplexity: 66.39
INFO:Pipeline:            Time: 01:25:14, Epoch: 4, Step: 19100, Step Loss: 4.46
INFO:Pipeline:            Time: 01:25:40, Epoch: 4, Step: 19200, Step Loss: 4.40
INFO:Pipeline:            Time: 01:26:07, Epoch: 4, Step: 19300, Step Loss: 4.38
INFO:Pipeline:            Time: 01:26:33, Epoch: 4, Step: 19400, Step Loss: 4.44
INFO:Pipeline:            Time: 01:27:00, Epoch: 4, Step: 19500, Step Loss: 4.31
INFO:Pipeline:            Time: 01:27:26, Epoch: 4, Step: 19600, Step Loss: 4.37
INFO:Pipeline:            Time: 01:27:53, Epoch: 4, Step: 19700, Step Loss: 4.32
INFO:Pipeline:            Time: 01:28:19, Epoch: 4, Step: 19800, Step Loss: 4.34
INFO:Pipeline:            Time: 01:28:46, Epoch: 4, Step: 19900, Step Loss: 4.46
INFO:Pipeline:            Time: 01:29:12, Epoch: 4, Step: 20000, Step Loss: 4.32
INFO:Pipeline:            Eval Loss: 4.15, Perplexity: 63.66
INFO:Pipeline:            Time: 01:29:41, Epoch: 4, Step: 20100, Step Loss: 4.36
INFO:Pipeline:            Time: 01:30:07, Epoch: 4, Step: 20200, Step Loss: 4.20
INFO:Pipeline:            Time: 01:30:34, Epoch: 4, Step: 20300, Step Loss: 4.41
INFO:Pipeline:            Time: 01:31:00, Epoch: 4, Step: 20400, Step Loss: 4.44
INFO:Pipeline:            Time: 01:31:27, Epoch: 4, Step: 20500, Step Loss: 4.39
INFO:Pipeline:            Time: 01:31:53, Epoch: 4, Step: 20600, Step Loss: 4.39
INFO:Pipeline:            Time: 01:32:20, Epoch: 4, Step: 20700, Step Loss: 4.31
INFO:Pipeline:            Time: 01:32:46, Epoch: 4, Step: 20800, Step Loss: 4.32
INFO:Pipeline:            Time: 01:33:13, Epoch: 4, Step: 20900, Step Loss: 4.23
INFO:Pipeline:            Time: 01:33:39, Epoch: 4, Step: 21000, Step Loss: 4.25
INFO:Pipeline:            Eval Loss: 4.12, Perplexity: 61.41
INFO:Pipeline:            Time: 01:34:08, Epoch: 4, Step: 21100, Step Loss: 4.37
INFO:Pipeline:            Time: 01:34:34, Epoch: 4, Step: 21200, Step Loss: 4.25
INFO:Pipeline:            Time: 01:35:01, Epoch: 4, Step: 21300, Step Loss: 4.26
INFO:Pipeline:            Time: 01:35:27, Epoch: 4, Step: 21400, Step Loss: 4.31
INFO:Pipeline:            Time: 01:35:54, Epoch: 4, Step: 21500, Step Loss: 4.23
INFO:Pipeline:            Time: 01:36:20, Epoch: 4, Step: 21600, Step Loss: 4.28
INFO:Pipeline:            Time: 01:36:46, Epoch: 4, Step: 21700, Step Loss: 4.21
INFO:Pipeline:            Time: 01:37:13, Epoch: 4, Step: 21800, Step Loss: 4.35
INFO:Pipeline:            Time: 01:37:39, Epoch: 4, Step: 21900, Step Loss: 4.20
INFO:Pipeline:            Time: 01:38:06, Epoch: 4, Step: 22000, Step Loss: 4.25
INFO:Pipeline:            Eval Loss: 4.08, Perplexity: 59.05
INFO:Pipeline:            Time: 01:38:34, Epoch: 4, Step: 22100, Step Loss: 4.15
INFO:Pipeline:            Time: 01:39:01, Epoch: 4, Step: 22200, Step Loss: 4.33
INFO:Pipeline:            Time: 01:39:27, Epoch: 4, Step: 22300, Step Loss: 4.34
INFO:Pipeline:            Time: 01:39:54, Epoch: 4, Step: 22400, Step Loss: 4.16
INFO:Pipeline:            Time: 01:40:20, Epoch: 4, Step: 22500, Step Loss: 4.27
INFO:Pipeline:            Time: 01:40:47, Epoch: 4, Step: 22600, Step Loss: 4.12
INFO:Pipeline:            Time: 01:41:13, Epoch: 4, Step: 22700, Step Loss: 4.31
INFO:Pipeline:            Time: 01:41:39, Epoch: 4, Step: 22800, Step Loss: 4.17
INFO:Pipeline:            Time: 01:42:06, Epoch: 4, Step: 22900, Step Loss: 4.28
INFO:Pipeline:            Time: 01:42:32, Epoch: 4, Step: 23000, Step Loss: 4.20
INFO:Pipeline:            Eval Loss: 4.05, Perplexity: 57.25
INFO:Pipeline:            Time: 01:43:08, Epoch: 4, Step: 23100, Step Loss: 4.13
INFO:Pipeline:            Time: 01:43:35, Epoch: 4, Step: 23200, Step Loss: 4.12
INFO:Pipeline:            Time: 01:44:01, Epoch: 4, Step: 23300, Step Loss: 4.17
INFO:Pipeline:            Time: 01:44:28, Epoch: 4, Step: 23400, Step Loss: 4.16
INFO:Pipeline:            Time: 01:44:54, Epoch: 4, Step: 23500, Step Loss: 4.18
INFO:Pipeline:            Time: 01:45:21, Epoch: 4, Step: 23600, Step Loss: 4.27
INFO:Pipeline:            Time: 01:45:47, Epoch: 4, Step: 23700, Step Loss: 4.31
INFO:Pipeline:            Time: 01:46:13, Epoch: 4, Step: 23800, Step Loss: 4.13
INFO:Pipeline:            Time: 01:46:40, Epoch: 4, Step: 23900, Step Loss: 4.13
INFO:Pipeline:            Time: 01:47:06, Epoch: 4, Step: 24000, Step Loss: 4.24
INFO:Pipeline:            Eval Loss: 4.01, Perplexity: 55.33
INFO:Pipeline:            Time: 01:47:35, Epoch: 4, Step: 24100, Step Loss: 4.23
INFO:Pipeline:            Time: 01:48:02, Epoch: 4, Step: 24200, Step Loss: 4.34
INFO:Pipeline:            Time: 01:48:28, Epoch: 4, Step: 24300, Step Loss: 4.27
INFO:Pipeline:            Time: 01:48:54, Epoch: 4, Step: 24400, Step Loss: 4.26
INFO:Pipeline:            Time: 01:49:21, Epoch: 5, Step: 24500, Step Loss: 4.11
INFO:Pipeline:            Time: 01:49:47, Epoch: 5, Step: 24600, Step Loss: 4.07
INFO:Pipeline:            Time: 01:50:14, Epoch: 5, Step: 24700, Step Loss: 4.11
INFO:Pipeline:            Time: 01:50:40, Epoch: 5, Step: 24800, Step Loss: 4.24
INFO:Pipeline:            Time: 01:51:07, Epoch: 5, Step: 24900, Step Loss: 4.05
INFO:Pipeline:            Time: 01:51:33, Epoch: 5, Step: 25000, Step Loss: 4.20
INFO:Pipeline:            Eval Loss: 3.99, Perplexity: 53.84
INFO:Pipeline:            Time: 01:52:02, Epoch: 5, Step: 25100, Step Loss: 4.14
INFO:Pipeline:            Time: 01:52:28, Epoch: 5, Step: 25200, Step Loss: 4.14
INFO:Pipeline:            Time: 01:52:55, Epoch: 5, Step: 25300, Step Loss: 4.20
INFO:Pipeline:            Time: 01:53:21, Epoch: 5, Step: 25400, Step Loss: 4.17
INFO:Pipeline:            Time: 01:53:48, Epoch: 5, Step: 25500, Step Loss: 4.20
INFO:Pipeline:            Time: 01:54:14, Epoch: 5, Step: 25600, Step Loss: 4.10
INFO:Pipeline:            Time: 01:54:41, Epoch: 5, Step: 25700, Step Loss: 4.21
INFO:Pipeline:            Time: 01:55:07, Epoch: 5, Step: 25800, Step Loss: 4.16
INFO:Pipeline:            Time: 01:55:34, Epoch: 5, Step: 25900, Step Loss: 4.13
INFO:Pipeline:            Time: 01:56:00, Epoch: 5, Step: 26000, Step Loss: 4.19
INFO:Pipeline:            Eval Loss: 3.96, Perplexity: 52.43
INFO:Pipeline:            Time: 01:56:29, Epoch: 5, Step: 26100, Step Loss: 4.29
INFO:Pipeline:            Time: 01:56:56, Epoch: 5, Step: 26200, Step Loss: 4.03
INFO:Pipeline:            Time: 01:57:22, Epoch: 5, Step: 26300, Step Loss: 4.14
INFO:Pipeline:            Time: 01:57:48, Epoch: 5, Step: 26400, Step Loss: 4.13
INFO:Pipeline:            Time: 01:58:15, Epoch: 5, Step: 26500, Step Loss: 4.14
INFO:Pipeline:            Time: 01:58:41, Epoch: 5, Step: 26600, Step Loss: 4.06
INFO:Pipeline:            Time: 01:59:08, Epoch: 5, Step: 26700, Step Loss: 4.08
INFO:Pipeline:            Time: 01:59:34, Epoch: 5, Step: 26800, Step Loss: 4.12
INFO:Pipeline:            Time: 02:00:01, Epoch: 5, Step: 26900, Step Loss: 4.10
INFO:Pipeline:            Time: 02:00:27, Epoch: 5, Step: 27000, Step Loss: 4.12
INFO:Pipeline:            Eval Loss: 3.93, Perplexity: 51.06
INFO:Pipeline:            Time: 02:00:56, Epoch: 5, Step: 27100, Step Loss: 4.12
INFO:Pipeline:            Time: 02:01:22, Epoch: 5, Step: 27200, Step Loss: 4.07
INFO:Pipeline:            Time: 02:01:49, Epoch: 5, Step: 27300, Step Loss: 4.08
INFO:Pipeline:            Time: 02:02:15, Epoch: 5, Step: 27400, Step Loss: 4.10
INFO:Pipeline:            Time: 02:02:42, Epoch: 5, Step: 27500, Step Loss: 3.99
INFO:Pipeline:            Time: 02:03:08, Epoch: 5, Step: 27600, Step Loss: 4.17
INFO:Pipeline:            Time: 02:03:35, Epoch: 5, Step: 27700, Step Loss: 4.04
INFO:Pipeline:            Time: 02:04:01, Epoch: 5, Step: 27800, Step Loss: 4.13
INFO:Pipeline:            Time: 02:04:28, Epoch: 5, Step: 27900, Step Loss: 4.16
INFO:Pipeline:            Time: 02:04:54, Epoch: 5, Step: 28000, Step Loss: 4.09
INFO:Pipeline:            Eval Loss: 3.91, Perplexity: 49.87
INFO:Pipeline:            Time: 02:05:23, Epoch: 5, Step: 28100, Step Loss: 4.00
INFO:Pipeline:            Time: 02:05:50, Epoch: 5, Step: 28200, Step Loss: 3.96
INFO:Pipeline:            Time: 02:06:16, Epoch: 5, Step: 28300, Step Loss: 4.06
INFO:Pipeline:            Time: 02:06:43, Epoch: 5, Step: 28400, Step Loss: 4.13
INFO:Pipeline:            Time: 02:07:09, Epoch: 5, Step: 28500, Step Loss: 4.04
INFO:Pipeline:            Time: 02:07:36, Epoch: 5, Step: 28600, Step Loss: 3.92
INFO:Pipeline:            Time: 02:08:02, Epoch: 5, Step: 28700, Step Loss: 4.01
INFO:Pipeline:            Time: 02:08:29, Epoch: 5, Step: 28800, Step Loss: 4.13
INFO:Pipeline:            Time: 02:08:55, Epoch: 5, Step: 28900, Step Loss: 4.13
INFO:Pipeline:            Time: 02:09:22, Epoch: 5, Step: 29000, Step Loss: 3.95
INFO:Pipeline:            Eval Loss: 3.89, Perplexity: 48.78
INFO:Pipeline:            Time: 02:09:51, Epoch: 5, Step: 29100, Step Loss: 4.12
INFO:Pipeline:            Time: 02:10:17, Epoch: 5, Step: 29200, Step Loss: 4.08
INFO:Pipeline:            Time: 02:10:43, Epoch: 5, Step: 29300, Step Loss: 4.04
INFO:Pipeline:            Time: 02:11:10, Epoch: 5, Step: 29400, Step Loss: 4.09
INFO:Pipeline:            Time: 02:11:36, Epoch: 5, Step: 29500, Step Loss: 4.12
INFO:Pipeline:            Time: 02:12:03, Epoch: 5, Step: 29600, Step Loss: 4.04
INFO:Pipeline:            Time: 02:12:29, Epoch: 5, Step: 29700, Step Loss: 4.14
INFO:Pipeline:            Time: 02:12:56, Epoch: 5, Step: 29800, Step Loss: 3.99
INFO:Pipeline:            Time: 02:13:22, Epoch: 5, Step: 29900, Step Loss: 4.01
INFO:Pipeline:            Time: 02:13:49, Epoch: 5, Step: 30000, Step Loss: 4.05
INFO:Pipeline:            Eval Loss: 3.87, Perplexity: 47.73
INFO:Pipeline:            Time: 02:14:18, Epoch: 5, Step: 30100, Step Loss: 4.02
INFO:Pipeline:            Time: 02:14:44, Epoch: 5, Step: 30200, Step Loss: 3.95
INFO:Pipeline:            Time: 02:15:11, Epoch: 5, Step: 30300, Step Loss: 4.01
INFO:Pipeline:            Time: 02:15:37, Epoch: 5, Step: 30400, Step Loss: 4.11
INFO:Pipeline:            Time: 02:16:04, Epoch: 5, Step: 30500, Step Loss: 3.97
INFO:Pipeline:            Time: 02:16:30, Epoch: 6, Step: 30600, Step Loss: 3.94
INFO:Pipeline:            Time: 02:16:56, Epoch: 6, Step: 30700, Step Loss: 4.02
INFO:Pipeline:            Time: 02:17:23, Epoch: 6, Step: 30800, Step Loss: 3.95
INFO:Pipeline:            Time: 02:17:49, Epoch: 6, Step: 30900, Step Loss: 4.10
INFO:Pipeline:            Time: 02:18:16, Epoch: 6, Step: 31000, Step Loss: 4.03
INFO:Pipeline:            Eval Loss: 3.85, Perplexity: 46.78
INFO:Pipeline:            Time: 02:18:45, Epoch: 6, Step: 31100, Step Loss: 4.03
INFO:Pipeline:            Time: 02:19:11, Epoch: 6, Step: 31200, Step Loss: 3.95
INFO:Pipeline:            Time: 02:19:37, Epoch: 6, Step: 31300, Step Loss: 4.07
INFO:Pipeline:            Time: 02:20:04, Epoch: 6, Step: 31400, Step Loss: 4.12
INFO:Pipeline:            Time: 02:20:30, Epoch: 6, Step: 31500, Step Loss: 4.02
INFO:Pipeline:            Time: 02:20:57, Epoch: 6, Step: 31600, Step Loss: 4.05
INFO:Pipeline:            Time: 02:21:23, Epoch: 6, Step: 31700, Step Loss: 4.04
INFO:Pipeline:            Time: 02:21:50, Epoch: 6, Step: 31800, Step Loss: 3.94
INFO:Pipeline:            Time: 02:22:16, Epoch: 6, Step: 31900, Step Loss: 4.00
INFO:Pipeline:            Time: 02:22:43, Epoch: 6, Step: 32000, Step Loss: 4.00
INFO:Pipeline:            Eval Loss: 3.83, Perplexity: 45.88
INFO:Pipeline:            Time: 02:23:12, Epoch: 6, Step: 32100, Step Loss: 4.08
INFO:Pipeline:            Time: 02:23:38, Epoch: 6, Step: 32200, Step Loss: 4.05
INFO:Pipeline:            Time: 02:24:05, Epoch: 6, Step: 32300, Step Loss: 3.97
INFO:Pipeline:            Time: 02:24:31, Epoch: 6, Step: 32400, Step Loss: 3.90
INFO:Pipeline:            Time: 02:24:58, Epoch: 6, Step: 32500, Step Loss: 3.96
INFO:Pipeline:            Time: 02:25:24, Epoch: 6, Step: 32600, Step Loss: 4.01
INFO:Pipeline:            Time: 02:25:50, Epoch: 6, Step: 32700, Step Loss: 3.92
INFO:Pipeline:            Time: 02:26:17, Epoch: 6, Step: 32800, Step Loss: 4.04
INFO:Pipeline:            Time: 02:26:43, Epoch: 6, Step: 32900, Step Loss: 3.92
INFO:Pipeline:            Time: 02:27:10, Epoch: 6, Step: 33000, Step Loss: 3.94
INFO:Pipeline:            Eval Loss: 3.81, Perplexity: 45.04
INFO:Pipeline:            Time: 02:27:42, Epoch: 6, Step: 33100, Step Loss: 3.92
INFO:Pipeline:            Time: 02:28:08, Epoch: 6, Step: 33200, Step Loss: 3.97
INFO:Pipeline:            Time: 02:28:35, Epoch: 6, Step: 33300, Step Loss: 3.99
INFO:Pipeline:            Time: 02:29:01, Epoch: 6, Step: 33400, Step Loss: 4.02
INFO:Pipeline:            Time: 02:29:28, Epoch: 6, Step: 33500, Step Loss: 4.00
INFO:Pipeline:            Time: 02:29:54, Epoch: 6, Step: 33600, Step Loss: 3.95
INFO:Pipeline:            Time: 02:30:21, Epoch: 6, Step: 33700, Step Loss: 3.95
INFO:Pipeline:            Time: 02:30:47, Epoch: 6, Step: 33800, Step Loss: 3.92
INFO:Pipeline:            Time: 02:31:14, Epoch: 6, Step: 33900, Step Loss: 3.92
INFO:Pipeline:            Time: 02:31:40, Epoch: 6, Step: 34000, Step Loss: 3.91
INFO:Pipeline:            Eval Loss: 3.79, Perplexity: 44.32
INFO:Pipeline:            Time: 02:32:09, Epoch: 6, Step: 34100, Step Loss: 3.92
INFO:Pipeline:            Time: 02:32:36, Epoch: 6, Step: 34200, Step Loss: 3.91
INFO:Pipeline:            Time: 02:33:02, Epoch: 6, Step: 34300, Step Loss: 3.85
INFO:Pipeline:            Time: 02:33:29, Epoch: 6, Step: 34400, Step Loss: 3.90
INFO:Pipeline:            Time: 02:33:55, Epoch: 6, Step: 34500, Step Loss: 3.91
INFO:Pipeline:            Time: 02:34:21, Epoch: 6, Step: 34600, Step Loss: 4.03
INFO:Pipeline:            Time: 02:34:48, Epoch: 6, Step: 34700, Step Loss: 3.89
INFO:Pipeline:            Time: 02:35:14, Epoch: 6, Step: 34800, Step Loss: 3.88
INFO:Pipeline:            Time: 02:35:41, Epoch: 6, Step: 34900, Step Loss: 3.84
INFO:Pipeline:            Time: 02:36:07, Epoch: 6, Step: 35000, Step Loss: 4.02
INFO:Pipeline:            Eval Loss: 3.77, Perplexity: 43.52
INFO:Pipeline:            Time: 02:36:36, Epoch: 6, Step: 35100, Step Loss: 3.88
INFO:Pipeline:            Time: 02:37:03, Epoch: 6, Step: 35200, Step Loss: 3.76
INFO:Pipeline:            Time: 02:37:29, Epoch: 6, Step: 35300, Step Loss: 3.97
INFO:Pipeline:            Time: 02:37:55, Epoch: 6, Step: 35400, Step Loss: 3.96
INFO:Pipeline:            Time: 02:38:22, Epoch: 6, Step: 35500, Step Loss: 3.88
INFO:Pipeline:            Time: 02:38:48, Epoch: 6, Step: 35600, Step Loss: 3.93
INFO:Pipeline:            Time: 02:39:15, Epoch: 6, Step: 35700, Step Loss: 3.91
INFO:Pipeline:            Time: 02:39:41, Epoch: 6, Step: 35800, Step Loss: 3.93
INFO:Pipeline:            Time: 02:40:08, Epoch: 6, Step: 35900, Step Loss: 3.93
INFO:Pipeline:            Time: 02:40:34, Epoch: 6, Step: 36000, Step Loss: 3.92
INFO:Pipeline:            Eval Loss: 3.76, Perplexity: 42.91
INFO:Pipeline:            Time: 02:41:03, Epoch: 6, Step: 36100, Step Loss: 3.94
INFO:Pipeline:            Time: 02:41:29, Epoch: 6, Step: 36200, Step Loss: 3.81
INFO:Pipeline:            Time: 02:41:56, Epoch: 6, Step: 36300, Step Loss: 3.78
INFO:Pipeline:            Time: 02:42:22, Epoch: 6, Step: 36400, Step Loss: 3.84
INFO:Pipeline:            Time: 02:42:49, Epoch: 6, Step: 36500, Step Loss: 3.83
INFO:Pipeline:            Time: 02:43:15, Epoch: 6, Step: 36600, Step Loss: 3.94
INFO:Pipeline:            Time: 02:43:42, Epoch: 7, Step: 36700, Step Loss: 3.94
INFO:Pipeline:            Time: 02:44:08, Epoch: 7, Step: 36800, Step Loss: 3.98
INFO:Pipeline:            Time: 02:44:35, Epoch: 7, Step: 36900, Step Loss: 3.98
INFO:Pipeline:            Time: 02:45:01, Epoch: 7, Step: 37000, Step Loss: 3.93
INFO:Pipeline:            Eval Loss: 3.74, Perplexity: 42.29
INFO:Pipeline:            Time: 02:45:30, Epoch: 7, Step: 37100, Step Loss: 3.80
INFO:Pipeline:            Time: 02:45:56, Epoch: 7, Step: 37200, Step Loss: 3.84
INFO:Pipeline:            Time: 02:46:23, Epoch: 7, Step: 37300, Step Loss: 3.94
INFO:Pipeline:            Time: 02:46:49, Epoch: 7, Step: 37400, Step Loss: 3.85
INFO:Pipeline:            Time: 02:47:16, Epoch: 7, Step: 37500, Step Loss: 3.86
INFO:Pipeline:            Time: 02:47:42, Epoch: 7, Step: 37600, Step Loss: 3.89
INFO:Pipeline:            Time: 02:48:08, Epoch: 7, Step: 37700, Step Loss: 3.93
INFO:Pipeline:            Time: 02:48:35, Epoch: 7, Step: 37800, Step Loss: 3.77
INFO:Pipeline:            Time: 02:49:01, Epoch: 7, Step: 37900, Step Loss: 3.89
INFO:Pipeline:            Time: 02:49:28, Epoch: 7, Step: 38000, Step Loss: 3.92
INFO:Pipeline:            Eval Loss: 3.73, Perplexity: 41.71
INFO:Pipeline:            Time: 02:49:56, Epoch: 7, Step: 38100, Step Loss: 3.97
INFO:Pipeline:            Time: 02:50:23, Epoch: 7, Step: 38200, Step Loss: 3.96
INFO:Pipeline:            Time: 02:50:49, Epoch: 7, Step: 38300, Step Loss: 3.92
INFO:Pipeline:            Time: 02:51:16, Epoch: 7, Step: 38400, Step Loss: 3.93
INFO:Pipeline:            Time: 02:51:42, Epoch: 7, Step: 38500, Step Loss: 3.93
INFO:Pipeline:            Time: 02:52:08, Epoch: 7, Step: 38600, Step Loss: 3.89
INFO:Pipeline:            Time: 02:52:35, Epoch: 7, Step: 38700, Step Loss: 3.84
INFO:Pipeline:            Time: 02:53:01, Epoch: 7, Step: 38800, Step Loss: 3.94
INFO:Pipeline:            Time: 02:53:28, Epoch: 7, Step: 38900, Step Loss: 3.96
INFO:Pipeline:            Time: 02:53:54, Epoch: 7, Step: 39000, Step Loss: 3.87
INFO:Pipeline:            Eval Loss: 3.72, Perplexity: 41.17
INFO:Pipeline:            Time: 02:54:23, Epoch: 7, Step: 39100, Step Loss: 3.83
INFO:Pipeline:            Time: 02:54:49, Epoch: 7, Step: 39200, Step Loss: 3.84
INFO:Pipeline:            Time: 02:55:16, Epoch: 7, Step: 39300, Step Loss: 3.98
INFO:Pipeline:            Time: 02:55:42, Epoch: 7, Step: 39400, Step Loss: 3.93
INFO:Pipeline:            Time: 02:56:08, Epoch: 7, Step: 39500, Step Loss: 3.75
INFO:Pipeline:            Time: 02:56:35, Epoch: 7, Step: 39600, Step Loss: 3.98
INFO:Pipeline:            Time: 02:57:01, Epoch: 7, Step: 39700, Step Loss: 3.63
INFO:Pipeline:            Time: 02:57:28, Epoch: 7, Step: 39800, Step Loss: 3.90
INFO:Pipeline:            Time: 02:57:54, Epoch: 7, Step: 39900, Step Loss: 3.84
INFO:Pipeline:            Time: 02:58:20, Epoch: 7, Step: 40000, Step Loss: 3.94
INFO:Pipeline:            Eval Loss: 3.70, Perplexity: 40.58
INFO:Pipeline:            Time: 02:58:50, Epoch: 7, Step: 40100, Step Loss: 3.97
INFO:Pipeline:            Time: 02:59:17, Epoch: 7, Step: 40200, Step Loss: 3.81
INFO:Pipeline:            Time: 02:59:43, Epoch: 7, Step: 40300, Step Loss: 3.83
INFO:Pipeline:            Time: 03:00:09, Epoch: 7, Step: 40400, Step Loss: 3.86
INFO:Pipeline:            Time: 03:00:36, Epoch: 7, Step: 40500, Step Loss: 3.83
INFO:Pipeline:            Time: 03:01:02, Epoch: 7, Step: 40600, Step Loss: 3.92
INFO:Pipeline:            Time: 03:01:29, Epoch: 7, Step: 40700, Step Loss: 3.96
INFO:Pipeline:            Time: 03:01:55, Epoch: 7, Step: 40800, Step Loss: 3.95
INFO:Pipeline:            Time: 03:02:22, Epoch: 7, Step: 40900, Step Loss: 3.73
INFO:Pipeline:            Time: 03:02:48, Epoch: 7, Step: 41000, Step Loss: 3.80
INFO:Pipeline:            Eval Loss: 3.69, Perplexity: 40.10
INFO:Pipeline:            Time: 03:03:17, Epoch: 7, Step: 41100, Step Loss: 3.88
INFO:Pipeline:            Time: 03:03:43, Epoch: 7, Step: 41200, Step Loss: 3.89
INFO:Pipeline:            Time: 03:04:10, Epoch: 7, Step: 41300, Step Loss: 3.88
INFO:Pipeline:            Time: 03:04:36, Epoch: 7, Step: 41400, Step Loss: 3.79
INFO:Pipeline:            Time: 03:05:03, Epoch: 7, Step: 41500, Step Loss: 3.86
INFO:Pipeline:            Time: 03:05:29, Epoch: 7, Step: 41600, Step Loss: 3.92
INFO:Pipeline:            Time: 03:05:55, Epoch: 7, Step: 41700, Step Loss: 3.83
INFO:Pipeline:            Time: 03:06:22, Epoch: 7, Step: 41800, Step Loss: 3.79
INFO:Pipeline:            Time: 03:06:48, Epoch: 7, Step: 41900, Step Loss: 3.85
INFO:Pipeline:            Time: 03:07:15, Epoch: 7, Step: 42000, Step Loss: 3.78
INFO:Pipeline:            Eval Loss: 3.68, Perplexity: 39.63
INFO:Pipeline:            Time: 03:07:44, Epoch: 7, Step: 42100, Step Loss: 3.86
INFO:Pipeline:            Time: 03:08:10, Epoch: 7, Step: 42200, Step Loss: 3.86
INFO:Pipeline:            Time: 03:08:37, Epoch: 7, Step: 42300, Step Loss: 3.89
INFO:Pipeline:            Time: 03:09:03, Epoch: 7, Step: 42400, Step Loss: 3.92
INFO:Pipeline:            Time: 03:09:30, Epoch: 7, Step: 42500, Step Loss: 3.75
INFO:Pipeline:            Time: 03:09:56, Epoch: 7, Step: 42600, Step Loss: 3.77
INFO:Pipeline:            Time: 03:10:23, Epoch: 7, Step: 42700, Step Loss: 3.87
INFO:Pipeline:            Time: 03:10:49, Epoch: 8, Step: 42800, Step Loss: 3.82
INFO:Pipeline:            Time: 03:11:15, Epoch: 8, Step: 42900, Step Loss: 3.79
INFO:Pipeline:            Time: 03:11:42, Epoch: 8, Step: 43000, Step Loss: 3.73
INFO:Pipeline:            Eval Loss: 3.67, Perplexity: 39.20
INFO:Pipeline:            Time: 03:12:11, Epoch: 8, Step: 43100, Step Loss: 3.73
INFO:Pipeline:            Time: 03:12:37, Epoch: 8, Step: 43200, Step Loss: 3.79
INFO:Pipeline:            Time: 03:13:03, Epoch: 8, Step: 43300, Step Loss: 3.87
INFO:Pipeline:            Time: 03:13:30, Epoch: 8, Step: 43400, Step Loss: 3.83
INFO:Pipeline:            Time: 03:13:56, Epoch: 8, Step: 43500, Step Loss: 3.93
INFO:Pipeline:            Time: 03:14:23, Epoch: 8, Step: 43600, Step Loss: 3.83
INFO:Pipeline:            Time: 03:14:49, Epoch: 8, Step: 43700, Step Loss: 3.82
INFO:Pipeline:            Time: 03:15:15, Epoch: 8, Step: 43800, Step Loss: 3.79
INFO:Pipeline:            Time: 03:15:42, Epoch: 8, Step: 43900, Step Loss: 3.89
INFO:Pipeline:            Time: 03:16:08, Epoch: 8, Step: 44000, Step Loss: 3.70
INFO:Pipeline:            Eval Loss: 3.66, Perplexity: 38.76
INFO:Pipeline:            Time: 03:16:37, Epoch: 8, Step: 44100, Step Loss: 3.81
INFO:Pipeline:            Time: 03:17:04, Epoch: 8, Step: 44200, Step Loss: 3.82
INFO:Pipeline:            Time: 03:17:30, Epoch: 8, Step: 44300, Step Loss: 3.84
INFO:Pipeline:            Time: 03:17:56, Epoch: 8, Step: 44400, Step Loss: 3.78
INFO:Pipeline:            Time: 03:18:23, Epoch: 8, Step: 44500, Step Loss: 3.74
INFO:Pipeline:            Time: 03:18:49, Epoch: 8, Step: 44600, Step Loss: 3.74
INFO:Pipeline:            Time: 03:19:16, Epoch: 8, Step: 44700, Step Loss: 3.82
INFO:Pipeline:            Time: 03:19:42, Epoch: 8, Step: 44800, Step Loss: 3.75
INFO:Pipeline:            Time: 03:20:09, Epoch: 8, Step: 44900, Step Loss: 3.75
INFO:Pipeline:            Time: 03:20:35, Epoch: 8, Step: 45000, Step Loss: 3.81
INFO:Pipeline:            Eval Loss: 3.65, Perplexity: 38.30
INFO:Pipeline:            Time: 03:21:04, Epoch: 8, Step: 45100, Step Loss: 3.83
INFO:Pipeline:            Time: 03:21:30, Epoch: 8, Step: 45200, Step Loss: 3.87
INFO:Pipeline:            Time: 03:21:57, Epoch: 8, Step: 45300, Step Loss: 3.83
INFO:Pipeline:            Time: 03:22:23, Epoch: 8, Step: 45400, Step Loss: 3.75
INFO:Pipeline:            Time: 03:22:50, Epoch: 8, Step: 45500, Step Loss: 3.81
INFO:Pipeline:            Time: 03:23:16, Epoch: 8, Step: 45600, Step Loss: 3.86
INFO:Pipeline:            Time: 03:23:43, Epoch: 8, Step: 45700, Step Loss: 3.84
INFO:Pipeline:            Time: 03:24:09, Epoch: 8, Step: 45800, Step Loss: 3.68
INFO:Pipeline:            Time: 03:24:36, Epoch: 8, Step: 45900, Step Loss: 3.74
INFO:Pipeline:            Time: 03:25:02, Epoch: 8, Step: 46000, Step Loss: 3.88
INFO:Pipeline:            Eval Loss: 3.64, Perplexity: 37.93
INFO:Pipeline:            Time: 03:25:31, Epoch: 8, Step: 46100, Step Loss: 3.68
INFO:Pipeline:            Time: 03:25:57, Epoch: 8, Step: 46200, Step Loss: 3.76
INFO:Pipeline:            Time: 03:26:24, Epoch: 8, Step: 46300, Step Loss: 3.71
INFO:Pipeline:            Time: 03:26:50, Epoch: 8, Step: 46400, Step Loss: 3.78
INFO:Pipeline:            Time: 03:27:17, Epoch: 8, Step: 46500, Step Loss: 3.72
INFO:Pipeline:            Time: 03:27:43, Epoch: 8, Step: 46600, Step Loss: 3.74
INFO:Pipeline:            Time: 03:28:10, Epoch: 8, Step: 46700, Step Loss: 3.82
INFO:Pipeline:            Time: 03:28:36, Epoch: 8, Step: 46800, Step Loss: 3.79
INFO:Pipeline:            Time: 03:29:03, Epoch: 8, Step: 46900, Step Loss: 3.73
INFO:Pipeline:            Time: 03:29:29, Epoch: 8, Step: 47000, Step Loss: 3.88
INFO:Pipeline:            Eval Loss: 3.62, Perplexity: 37.51
INFO:Pipeline:            Time: 03:29:58, Epoch: 8, Step: 47100, Step Loss: 3.75
INFO:Pipeline:            Time: 03:30:24, Epoch: 8, Step: 47200, Step Loss: 3.73
INFO:Pipeline:            Time: 03:30:51, Epoch: 8, Step: 47300, Step Loss: 3.64
INFO:Pipeline:            Time: 03:31:17, Epoch: 8, Step: 47400, Step Loss: 3.74
INFO:Pipeline:            Time: 03:31:44, Epoch: 8, Step: 47500, Step Loss: 3.69
INFO:Pipeline:            Time: 03:32:10, Epoch: 8, Step: 47600, Step Loss: 3.76
INFO:Pipeline:            Time: 03:32:36, Epoch: 8, Step: 47700, Step Loss: 3.68
INFO:Pipeline:            Time: 03:33:03, Epoch: 8, Step: 47800, Step Loss: 3.72
INFO:Pipeline:            Time: 03:33:29, Epoch: 8, Step: 47900, Step Loss: 3.79
INFO:Pipeline:            Time: 03:33:56, Epoch: 8, Step: 48000, Step Loss: 3.73
INFO:Pipeline:            Eval Loss: 3.62, Perplexity: 37.26
INFO:Pipeline:            Time: 03:34:24, Epoch: 8, Step: 48100, Step Loss: 3.76
INFO:Pipeline:            Time: 03:34:51, Epoch: 8, Step: 48200, Step Loss: 3.77
INFO:Pipeline:            Time: 03:35:17, Epoch: 8, Step: 48300, Step Loss: 3.69
INFO:Pipeline:            Time: 03:35:44, Epoch: 8, Step: 48400, Step Loss: 3.71
INFO:Pipeline:            Time: 03:36:10, Epoch: 8, Step: 48500, Step Loss: 3.74
INFO:Pipeline:            Time: 03:36:37, Epoch: 8, Step: 48600, Step Loss: 3.71
INFO:Pipeline:            Time: 03:37:03, Epoch: 8, Step: 48700, Step Loss: 3.74
INFO:Pipeline:            Time: 03:37:30, Epoch: 8, Step: 48800, Step Loss: 3.59
INFO:Pipeline:            Time: 03:37:56, Epoch: 9, Step: 48900, Step Loss: 3.79
INFO:Pipeline:            Time: 03:38:22, Epoch: 9, Step: 49000, Step Loss: 3.82
INFO:Pipeline:            Eval Loss: 3.61, Perplexity: 36.90
INFO:Pipeline:            Time: 03:38:51, Epoch: 9, Step: 49100, Step Loss: 3.79
INFO:Pipeline:            Time: 03:39:18, Epoch: 9, Step: 49200, Step Loss: 3.66
INFO:Pipeline:            Time: 03:39:44, Epoch: 9, Step: 49300, Step Loss: 3.59
INFO:Pipeline:            Time: 03:40:11, Epoch: 9, Step: 49400, Step Loss: 3.81
INFO:Pipeline:            Time: 03:40:37, Epoch: 9, Step: 49500, Step Loss: 3.90
INFO:Pipeline:            Time: 03:41:04, Epoch: 9, Step: 49600, Step Loss: 3.69
INFO:Pipeline:            Time: 03:41:30, Epoch: 9, Step: 49700, Step Loss: 3.69
INFO:Pipeline:            Time: 03:41:57, Epoch: 9, Step: 49800, Step Loss: 3.74
INFO:Pipeline:            Time: 03:42:23, Epoch: 9, Step: 49900, Step Loss: 3.65
INFO:Pipeline:            Time: 03:42:50, Epoch: 9, Step: 50000, Step Loss: 3.76
INFO:Pipeline:            Eval Loss: 3.60, Perplexity: 36.58
INFO:Pipeline:            Time: 03:43:19, Epoch: 9, Step: 50100, Step Loss: 3.72
INFO:Pipeline:            Time: 03:43:45, Epoch: 9, Step: 50200, Step Loss: 3.71
INFO:Pipeline:            Time: 03:44:12, Epoch: 9, Step: 50300, Step Loss: 3.61
INFO:Pipeline:            Time: 03:44:38, Epoch: 9, Step: 50400, Step Loss: 3.75
INFO:Pipeline:            Time: 03:45:04, Epoch: 9, Step: 50500, Step Loss: 3.80
INFO:Pipeline:            Time: 03:45:31, Epoch: 9, Step: 50600, Step Loss: 3.72
INFO:Pipeline:            Time: 03:45:57, Epoch: 9, Step: 50700, Step Loss: 3.84
INFO:Pipeline:            Time: 03:46:24, Epoch: 9, Step: 50800, Step Loss: 3.69
INFO:Pipeline:            Time: 03:46:50, Epoch: 9, Step: 50900, Step Loss: 3.71
INFO:Pipeline:            Time: 03:47:17, Epoch: 9, Step: 51000, Step Loss: 3.75
INFO:Pipeline:            Eval Loss: 3.59, Perplexity: 36.30
INFO:Pipeline:            Time: 03:47:46, Epoch: 9, Step: 51100, Step Loss: 3.69
INFO:Pipeline:            Time: 03:48:12, Epoch: 9, Step: 51200, Step Loss: 3.68
INFO:Pipeline:            Time: 03:48:39, Epoch: 9, Step: 51300, Step Loss: 3.80
INFO:Pipeline:            Time: 03:49:05, Epoch: 9, Step: 51400, Step Loss: 3.62
INFO:Pipeline:            Time: 03:49:32, Epoch: 9, Step: 51500, Step Loss: 3.69
INFO:Pipeline:            Time: 03:49:58, Epoch: 9, Step: 51600, Step Loss: 3.79
INFO:Pipeline:            Time: 03:50:24, Epoch: 9, Step: 51700, Step Loss: 3.80
INFO:Pipeline:            Time: 03:50:51, Epoch: 9, Step: 51800, Step Loss: 3.75
INFO:Pipeline:            Time: 03:51:17, Epoch: 9, Step: 51900, Step Loss: 3.77
INFO:Pipeline:            Time: 03:51:44, Epoch: 9, Step: 52000, Step Loss: 3.77
INFO:Pipeline:            Eval Loss: 3.58, Perplexity: 35.98
INFO:Pipeline:            Time: 03:52:13, Epoch: 9, Step: 52100, Step Loss: 3.70
INFO:Pipeline:            Time: 03:52:39, Epoch: 9, Step: 52200, Step Loss: 3.64
INFO:Pipeline:            Time: 03:53:06, Epoch: 9, Step: 52300, Step Loss: 3.66
INFO:Pipeline:            Time: 03:53:32, Epoch: 9, Step: 52400, Step Loss: 3.72
INFO:Pipeline:            Time: 03:53:58, Epoch: 9, Step: 52500, Step Loss: 3.69
INFO:Pipeline:            Time: 03:54:25, Epoch: 9, Step: 52600, Step Loss: 3.75
INFO:Pipeline:            Time: 03:54:51, Epoch: 9, Step: 52700, Step Loss: 3.76
INFO:Pipeline:            Time: 03:55:18, Epoch: 9, Step: 52800, Step Loss: 3.69
INFO:Pipeline:            Time: 03:55:44, Epoch: 9, Step: 52900, Step Loss: 3.75
INFO:Pipeline:            Time: 03:56:11, Epoch: 9, Step: 53000, Step Loss: 3.67
INFO:Pipeline:            Eval Loss: 3.57, Perplexity: 35.68
INFO:Pipeline:            Time: 03:56:40, Epoch: 9, Step: 53100, Step Loss: 3.77
INFO:Pipeline:            Time: 03:57:06, Epoch: 9, Step: 53200, Step Loss: 3.75
INFO:Pipeline:            Time: 03:57:32, Epoch: 9, Step: 53300, Step Loss: 3.63
INFO:Pipeline:            Time: 03:57:59, Epoch: 9, Step: 53400, Step Loss: 3.70
INFO:Pipeline:            Time: 03:58:25, Epoch: 9, Step: 53500, Step Loss: 3.78
INFO:Pipeline:            Time: 03:58:52, Epoch: 9, Step: 53600, Step Loss: 3.80
INFO:Pipeline:            Time: 03:59:18, Epoch: 9, Step: 53700, Step Loss: 3.67
INFO:Pipeline:            Time: 03:59:44, Epoch: 9, Step: 53800, Step Loss: 3.74
INFO:Pipeline:            Time: 04:00:11, Epoch: 9, Step: 53900, Step Loss: 3.62
INFO:Pipeline:            Time: 04:00:37, Epoch: 9, Step: 54000, Step Loss: 3.73
INFO:Pipeline:            Eval Loss: 3.57, Perplexity: 35.45
INFO:Pipeline:            Time: 04:01:06, Epoch: 9, Step: 54100, Step Loss: 3.76
INFO:Pipeline:            Time: 04:01:33, Epoch: 9, Step: 54200, Step Loss: 3.71
INFO:Pipeline:            Time: 04:01:59, Epoch: 9, Step: 54300, Step Loss: 3.72
INFO:Pipeline:            Time: 04:02:26, Epoch: 9, Step: 54400, Step Loss: 3.79
INFO:Pipeline:            Time: 04:02:52, Epoch: 9, Step: 54500, Step Loss: 3.75
INFO:Pipeline:            Time: 04:03:18, Epoch: 9, Step: 54600, Step Loss: 3.76
INFO:Pipeline:            Time: 04:03:45, Epoch: 9, Step: 54700, Step Loss: 3.63
INFO:Pipeline:            Time: 04:04:11, Epoch: 9, Step: 54800, Step Loss: 3.68
INFO:Pipeline:            Time: 04:04:38, Epoch: 9, Step: 54900, Step Loss: 3.76
INFO:Pipeline:            Time: 04:05:04, Epoch: 10, Step: 55000, Step Loss: 3.61
INFO:Pipeline:            Eval Loss: 3.56, Perplexity: 35.22
INFO:Pipeline:            Time: 04:05:33, Epoch: 10, Step: 55100, Step Loss: 3.81
INFO:Pipeline:            Time: 04:05:59, Epoch: 10, Step: 55200, Step Loss: 3.63
INFO:Pipeline:            Time: 04:06:26, Epoch: 10, Step: 55300, Step Loss: 3.70
INFO:Pipeline:            Time: 04:06:52, Epoch: 10, Step: 55400, Step Loss: 3.58
INFO:Pipeline:            Time: 04:07:19, Epoch: 10, Step: 55500, Step Loss: 3.81
INFO:Pipeline:            Time: 04:07:45, Epoch: 10, Step: 55600, Step Loss: 3.77
INFO:Pipeline:            Time: 04:08:11, Epoch: 10, Step: 55700, Step Loss: 3.68
INFO:Pipeline:            Time: 04:08:38, Epoch: 10, Step: 55800, Step Loss: 3.69
INFO:Pipeline:            Time: 04:09:04, Epoch: 10, Step: 55900, Step Loss: 3.69
INFO:Pipeline:            Time: 04:09:31, Epoch: 10, Step: 56000, Step Loss: 3.67
INFO:Pipeline:            Eval Loss: 3.55, Perplexity: 34.91
INFO:Pipeline:            Time: 04:10:00, Epoch: 10, Step: 56100, Step Loss: 3.67
INFO:Pipeline:            Time: 04:10:26, Epoch: 10, Step: 56200, Step Loss: 3.75
INFO:Pipeline:            Time: 04:10:52, Epoch: 10, Step: 56300, Step Loss: 3.78
INFO:Pipeline:            Time: 04:11:19, Epoch: 10, Step: 56400, Step Loss: 3.66
INFO:Pipeline:            Time: 04:11:45, Epoch: 10, Step: 56500, Step Loss: 3.73
INFO:Pipeline:            Time: 04:12:12, Epoch: 10, Step: 56600, Step Loss: 3.69
INFO:Pipeline:            Time: 04:12:38, Epoch: 10, Step: 56700, Step Loss: 3.65
INFO:Pipeline:            Time: 04:13:05, Epoch: 10, Step: 56800, Step Loss: 3.64
INFO:Pipeline:            Time: 04:13:31, Epoch: 10, Step: 56900, Step Loss: 3.64
INFO:Pipeline:            Time: 04:13:58, Epoch: 10, Step: 57000, Step Loss: 3.80
INFO:Pipeline:            Eval Loss: 3.55, Perplexity: 34.70
INFO:Pipeline:            Time: 04:14:27, Epoch: 10, Step: 57100, Step Loss: 3.73
INFO:Pipeline:            Time: 04:14:53, Epoch: 10, Step: 57200, Step Loss: 3.57
INFO:Pipeline:            Time: 04:15:19, Epoch: 10, Step: 57300, Step Loss: 3.62
INFO:Pipeline:            Time: 04:15:46, Epoch: 10, Step: 57400, Step Loss: 3.55
INFO:Pipeline:            Time: 04:16:12, Epoch: 10, Step: 57500, Step Loss: 3.70
INFO:Pipeline:            Time: 04:16:39, Epoch: 10, Step: 57600, Step Loss: 3.77
INFO:Pipeline:            Time: 04:17:05, Epoch: 10, Step: 57700, Step Loss: 3.60
INFO:Pipeline:            Time: 04:17:32, Epoch: 10, Step: 57800, Step Loss: 3.60
INFO:Pipeline:            Time: 04:17:58, Epoch: 10, Step: 57900, Step Loss: 3.74
INFO:Pipeline:            Time: 04:18:25, Epoch: 10, Step: 58000, Step Loss: 3.70
INFO:Pipeline:            Eval Loss: 3.54, Perplexity: 34.54
INFO:Pipeline:            Time: 04:18:54, Epoch: 10, Step: 58100, Step Loss: 3.81
INFO:Pipeline:            Time: 04:19:20, Epoch: 10, Step: 58200, Step Loss: 3.60
INFO:Pipeline:            Time: 04:19:46, Epoch: 10, Step: 58300, Step Loss: 3.68
INFO:Pipeline:            Time: 04:20:13, Epoch: 10, Step: 58400, Step Loss: 3.55
INFO:Pipeline:            Time: 04:20:39, Epoch: 10, Step: 58500, Step Loss: 3.75
INFO:Pipeline:            Time: 04:21:06, Epoch: 10, Step: 58600, Step Loss: 3.58
INFO:Pipeline:            Time: 04:21:32, Epoch: 10, Step: 58700, Step Loss: 3.65
INFO:Pipeline:            Time: 04:21:59, Epoch: 10, Step: 58800, Step Loss: 3.67
INFO:Pipeline:            Time: 04:22:25, Epoch: 10, Step: 58900, Step Loss: 3.62
INFO:Pipeline:            Time: 04:22:51, Epoch: 10, Step: 59000, Step Loss: 3.65
INFO:Pipeline:            Eval Loss: 3.54, Perplexity: 34.33
INFO:Pipeline:            Time: 04:23:20, Epoch: 10, Step: 59100, Step Loss: 3.59
INFO:Pipeline:            Time: 04:23:47, Epoch: 10, Step: 59200, Step Loss: 3.65
INFO:Pipeline:            Time: 04:24:13, Epoch: 10, Step: 59300, Step Loss: 3.67
INFO:Pipeline:            Time: 04:24:40, Epoch: 10, Step: 59400, Step Loss: 3.59
INFO:Pipeline:            Time: 04:25:06, Epoch: 10, Step: 59500, Step Loss: 3.66
INFO:Pipeline:            Time: 04:25:33, Epoch: 10, Step: 59600, Step Loss: 3.65
INFO:Pipeline:            Time: 04:25:59, Epoch: 10, Step: 59700, Step Loss: 3.63
INFO:Pipeline:            Time: 04:26:26, Epoch: 10, Step: 59800, Step Loss: 3.69
INFO:Pipeline:            Time: 04:26:52, Epoch: 10, Step: 59900, Step Loss: 3.56
INFO:Pipeline:            Time: 04:27:19, Epoch: 10, Step: 60000, Step Loss: 3.65
INFO:Pipeline:            Eval Loss: 3.53, Perplexity: 34.09
INFO:Pipeline:            Time: 04:27:47, Epoch: 10, Step: 60100, Step Loss: 3.63
INFO:Pipeline:            Time: 04:28:14, Epoch: 10, Step: 60200, Step Loss: 3.81
INFO:Pipeline:            Time: 04:28:40, Epoch: 10, Step: 60300, Step Loss: 3.58
INFO:Pipeline:            Time: 04:29:07, Epoch: 10, Step: 60400, Step Loss: 3.70
INFO:Pipeline:            Time: 04:29:33, Epoch: 10, Step: 60500, Step Loss: 3.70
INFO:Pipeline:            Time: 04:29:59, Epoch: 10, Step: 60600, Step Loss: 3.78
INFO:Pipeline:            Time: 04:30:26, Epoch: 10, Step: 60700, Step Loss: 3.78
INFO:Pipeline:            Time: 04:30:52, Epoch: 10, Step: 60800, Step Loss: 3.64
INFO:Pipeline:            Time: 04:31:19, Epoch: 10, Step: 60900, Step Loss: 3.56
INFO:Pipeline:            Time: 04:31:45, Epoch: 10, Step: 61000, Step Loss: 3.82
INFO:Pipeline:            Eval Loss: 3.52, Perplexity: 33.91
INFO:Pipeline:            Time: 04:32:14, Epoch: 11, Step: 61100, Step Loss: 3.56
INFO:Pipeline:            Time: 04:32:40, Epoch: 11, Step: 61200, Step Loss: 3.70
INFO:Pipeline:            Time: 04:33:07, Epoch: 11, Step: 61300, Step Loss: 3.69
INFO:Pipeline:            Time: 04:33:33, Epoch: 11, Step: 61400, Step Loss: 3.68
INFO:Pipeline:            Time: 04:34:00, Epoch: 11, Step: 61500, Step Loss: 3.53
INFO:Pipeline:            Time: 04:34:26, Epoch: 11, Step: 61600, Step Loss: 3.62
INFO:Pipeline:            Time: 04:34:53, Epoch: 11, Step: 61700, Step Loss: 3.62
INFO:Pipeline:            Time: 04:35:19, Epoch: 11, Step: 61800, Step Loss: 3.64
INFO:Pipeline:            Time: 04:35:46, Epoch: 11, Step: 61900, Step Loss: 3.50
INFO:Pipeline:            Time: 04:36:12, Epoch: 11, Step: 62000, Step Loss: 3.60
INFO:Pipeline:            Eval Loss: 3.52, Perplexity: 33.71
INFO:Pipeline:            Time: 04:36:41, Epoch: 11, Step: 62100, Step Loss: 3.66
INFO:Pipeline:            Time: 04:37:07, Epoch: 11, Step: 62200, Step Loss: 3.61
INFO:Pipeline:            Time: 04:37:34, Epoch: 11, Step: 62300, Step Loss: 3.60
INFO:Pipeline:            Time: 04:38:00, Epoch: 11, Step: 62400, Step Loss: 3.54
INFO:Pipeline:            Time: 04:38:27, Epoch: 11, Step: 62500, Step Loss: 3.59
INFO:Pipeline:            Time: 04:38:53, Epoch: 11, Step: 62600, Step Loss: 3.68
INFO:Pipeline:            Time: 04:39:19, Epoch: 11, Step: 62700, Step Loss: 3.68
INFO:Pipeline:            Time: 04:39:46, Epoch: 11, Step: 62800, Step Loss: 3.69
INFO:Pipeline:            Time: 04:40:12, Epoch: 11, Step: 62900, Step Loss: 3.53
INFO:Pipeline:            Time: 04:40:39, Epoch: 11, Step: 63000, Step Loss: 3.64
INFO:Pipeline:            Eval Loss: 3.51, Perplexity: 33.57
INFO:Pipeline:            Time: 04:41:08, Epoch: 11, Step: 63100, Step Loss: 3.63
INFO:Pipeline:            Time: 04:41:34, Epoch: 11, Step: 63200, Step Loss: 3.67
INFO:Pipeline:            Time: 04:42:01, Epoch: 11, Step: 63300, Step Loss: 3.68
INFO:Pipeline:            Time: 04:42:27, Epoch: 11, Step: 63400, Step Loss: 3.66
INFO:Pipeline:            Time: 04:42:53, Epoch: 11, Step: 63500, Step Loss: 3.59
INFO:Pipeline:            Time: 04:43:20, Epoch: 11, Step: 63600, Step Loss: 3.60
INFO:Pipeline:            Time: 04:43:46, Epoch: 11, Step: 63700, Step Loss: 3.76
INFO:Pipeline:            Time: 04:44:12, Epoch: 11, Step: 63800, Step Loss: 3.50
INFO:Pipeline:            Time: 04:44:39, Epoch: 11, Step: 63900, Step Loss: 3.58
INFO:Pipeline:            Time: 04:45:05, Epoch: 11, Step: 64000, Step Loss: 3.68
INFO:Pipeline:            Eval Loss: 3.51, Perplexity: 33.39
INFO:Pipeline:            Time: 04:45:34, Epoch: 11, Step: 64100, Step Loss: 3.74
INFO:Pipeline:            Time: 04:46:00, Epoch: 11, Step: 64200, Step Loss: 3.58
INFO:Pipeline:            Time: 04:46:26, Epoch: 11, Step: 64300, Step Loss: 3.64
INFO:Pipeline:            Time: 04:46:53, Epoch: 11, Step: 64400, Step Loss: 3.50
INFO:Pipeline:            Time: 04:47:19, Epoch: 11, Step: 64500, Step Loss: 3.63
INFO:Pipeline:            Time: 04:47:45, Epoch: 11, Step: 64600, Step Loss: 3.72
INFO:Pipeline:            Time: 04:48:11, Epoch: 11, Step: 64700, Step Loss: 3.54
INFO:Pipeline:            Time: 04:48:38, Epoch: 11, Step: 64800, Step Loss: 3.65
INFO:Pipeline:            Time: 04:49:04, Epoch: 11, Step: 64900, Step Loss: 3.69
INFO:Pipeline:            Time: 04:49:30, Epoch: 11, Step: 65000, Step Loss: 3.69
INFO:Pipeline:            Eval Loss: 3.50, Perplexity: 33.21
INFO:Pipeline:            Time: 04:49:59, Epoch: 11, Step: 65100, Step Loss: 3.63
INFO:Pipeline:            Time: 04:50:25, Epoch: 11, Step: 65200, Step Loss: 3.61
INFO:Pipeline:            Time: 04:50:51, Epoch: 11, Step: 65300, Step Loss: 3.60
INFO:Pipeline:            Time: 04:51:18, Epoch: 11, Step: 65400, Step Loss: 3.61
INFO:Pipeline:            Time: 04:51:44, Epoch: 11, Step: 65500, Step Loss: 3.65
INFO:Pipeline:            Time: 04:52:10, Epoch: 11, Step: 65600, Step Loss: 3.64
INFO:Pipeline:            Time: 04:52:37, Epoch: 11, Step: 65700, Step Loss: 3.57
INFO:Pipeline:            Time: 04:53:03, Epoch: 11, Step: 65800, Step Loss: 3.59
INFO:Pipeline:            Time: 04:53:29, Epoch: 11, Step: 65900, Step Loss: 3.56
INFO:Pipeline:            Time: 04:53:55, Epoch: 11, Step: 66000, Step Loss: 3.63
INFO:Pipeline:            Eval Loss: 3.50, Perplexity: 33.06
INFO:Pipeline:            Time: 04:54:24, Epoch: 11, Step: 66100, Step Loss: 3.59
INFO:Pipeline:            Time: 04:54:50, Epoch: 11, Step: 66200, Step Loss: 3.64
INFO:Pipeline:            Time: 04:55:16, Epoch: 11, Step: 66300, Step Loss: 3.58
INFO:Pipeline:            Time: 04:55:43, Epoch: 11, Step: 66400, Step Loss: 3.61
INFO:Pipeline:            Time: 04:56:09, Epoch: 11, Step: 66500, Step Loss: 3.55
INFO:Pipeline:            Time: 04:56:35, Epoch: 11, Step: 66600, Step Loss: 3.64
INFO:Pipeline:            Time: 04:57:01, Epoch: 11, Step: 66700, Step Loss: 3.60
INFO:Pipeline:            Time: 04:57:27, Epoch: 11, Step: 66800, Step Loss: 3.61
INFO:Pipeline:            Time: 04:57:53, Epoch: 11, Step: 66900, Step Loss: 3.48
INFO:Pipeline:            Time: 04:58:20, Epoch: 11, Step: 67000, Step Loss: 3.55
INFO:Pipeline:            Eval Loss: 3.49, Perplexity: 32.90
INFO:Pipeline:            Time: 04:58:48, Epoch: 11, Step: 67100, Step Loss: 3.65
INFO:Pipeline:            Time: 04:59:14, Epoch: 12, Step: 67200, Step Loss: 3.69
INFO:Pipeline:            Time: 04:59:40, Epoch: 12, Step: 67300, Step Loss: 3.49
INFO:Pipeline:            Time: 05:00:07, Epoch: 12, Step: 67400, Step Loss: 3.57
INFO:Pipeline:            Time: 05:00:33, Epoch: 12, Step: 67500, Step Loss: 3.68
INFO:Pipeline:            Time: 05:00:59, Epoch: 12, Step: 67600, Step Loss: 3.63
INFO:Pipeline:            Time: 05:01:25, Epoch: 12, Step: 67700, Step Loss: 3.61
INFO:Pipeline:            Time: 05:01:51, Epoch: 12, Step: 67800, Step Loss: 3.69
INFO:Pipeline:            Time: 05:02:18, Epoch: 12, Step: 67900, Step Loss: 3.54
INFO:Pipeline:            Time: 05:02:44, Epoch: 12, Step: 68000, Step Loss: 3.59
INFO:Pipeline:            Eval Loss: 3.49, Perplexity: 32.75
INFO:Pipeline:            Time: 05:03:13, Epoch: 12, Step: 68100, Step Loss: 3.58
INFO:Pipeline:            Time: 05:03:39, Epoch: 12, Step: 68200, Step Loss: 3.66
INFO:Pipeline:            Time: 05:04:05, Epoch: 12, Step: 68300, Step Loss: 3.55
INFO:Pipeline:            Time: 05:04:31, Epoch: 12, Step: 68400, Step Loss: 3.57
INFO:Pipeline:            Time: 05:04:57, Epoch: 12, Step: 68500, Step Loss: 3.50
INFO:Pipeline:            Time: 05:05:24, Epoch: 12, Step: 68600, Step Loss: 3.52
INFO:Pipeline:            Time: 05:05:50, Epoch: 12, Step: 68700, Step Loss: 3.56
INFO:Pipeline:            Time: 05:06:16, Epoch: 12, Step: 68800, Step Loss: 3.66
INFO:Pipeline:            Time: 05:06:42, Epoch: 12, Step: 68900, Step Loss: 3.63
INFO:Pipeline:            Time: 05:07:08, Epoch: 12, Step: 69000, Step Loss: 3.69
INFO:Pipeline:            Eval Loss: 3.49, Perplexity: 32.66
INFO:Pipeline:            Time: 05:07:37, Epoch: 12, Step: 69100, Step Loss: 3.62
INFO:Pipeline:            Time: 05:08:03, Epoch: 12, Step: 69200, Step Loss: 3.55
INFO:Pipeline:            Time: 05:08:30, Epoch: 12, Step: 69300, Step Loss: 3.54
INFO:Pipeline:            Time: 05:08:56, Epoch: 12, Step: 69400, Step Loss: 3.68
INFO:Pipeline:            Time: 05:09:22, Epoch: 12, Step: 69500, Step Loss: 3.70
INFO:Pipeline:            Time: 05:09:48, Epoch: 12, Step: 69600, Step Loss: 3.69
INFO:Pipeline:            Time: 05:10:14, Epoch: 12, Step: 69700, Step Loss: 3.64
INFO:Pipeline:            Time: 05:10:40, Epoch: 12, Step: 69800, Step Loss: 3.57
INFO:Pipeline:            Time: 05:11:07, Epoch: 12, Step: 69900, Step Loss: 3.61
INFO:Pipeline:            Time: 05:11:33, Epoch: 12, Step: 70000, Step Loss: 3.67
INFO:Pipeline:            Eval Loss: 3.48, Perplexity: 32.53
INFO:Pipeline:            Time: 05:12:01, Epoch: 12, Step: 70100, Step Loss: 3.53
INFO:Pipeline:            Time: 05:12:28, Epoch: 12, Step: 70200, Step Loss: 3.62
INFO:Pipeline:            Time: 05:12:54, Epoch: 12, Step: 70300, Step Loss: 3.59
INFO:Pipeline:            Time: 05:13:20, Epoch: 12, Step: 70400, Step Loss: 3.54
INFO:Pipeline:            Time: 05:13:46, Epoch: 12, Step: 70500, Step Loss: 3.73
INFO:Pipeline:            Time: 05:14:12, Epoch: 12, Step: 70600, Step Loss: 3.63
INFO:Pipeline:            Time: 05:14:38, Epoch: 12, Step: 70700, Step Loss: 3.67
INFO:Pipeline:            Time: 05:15:05, Epoch: 12, Step: 70800, Step Loss: 3.54
INFO:Pipeline:            Time: 05:15:31, Epoch: 12, Step: 70900, Step Loss: 3.55
INFO:Pipeline:            Time: 05:15:57, Epoch: 12, Step: 71000, Step Loss: 3.47
INFO:Pipeline:            Eval Loss: 3.48, Perplexity: 32.33
INFO:Pipeline:            Time: 05:16:26, Epoch: 12, Step: 71100, Step Loss: 3.58
INFO:Pipeline:            Time: 05:16:52, Epoch: 12, Step: 71200, Step Loss: 3.64
INFO:Pipeline:            Time: 05:17:18, Epoch: 12, Step: 71300, Step Loss: 3.56
INFO:Pipeline:            Time: 05:17:44, Epoch: 12, Step: 71400, Step Loss: 3.62
INFO:Pipeline:            Time: 05:18:10, Epoch: 12, Step: 71500, Step Loss: 3.71
INFO:Pipeline:            Time: 05:18:36, Epoch: 12, Step: 71600, Step Loss: 3.56
INFO:Pipeline:            Time: 05:19:03, Epoch: 12, Step: 71700, Step Loss: 3.55
INFO:Pipeline:            Time: 05:19:29, Epoch: 12, Step: 71800, Step Loss: 3.61
INFO:Pipeline:            Time: 05:19:55, Epoch: 12, Step: 71900, Step Loss: 3.49
INFO:Pipeline:            Time: 05:20:21, Epoch: 12, Step: 72000, Step Loss: 3.58
INFO:Pipeline:            Eval Loss: 3.47, Perplexity: 32.25
INFO:Pipeline:            Time: 05:20:50, Epoch: 12, Step: 72100, Step Loss: 3.55
INFO:Pipeline:            Time: 05:21:16, Epoch: 12, Step: 72200, Step Loss: 3.54
INFO:Pipeline:            Time: 05:21:42, Epoch: 12, Step: 72300, Step Loss: 3.63
INFO:Pipeline:            Time: 05:22:09, Epoch: 12, Step: 72400, Step Loss: 3.70
INFO:Pipeline:            Time: 05:22:35, Epoch: 12, Step: 72500, Step Loss: 3.47
INFO:Pipeline:            Time: 05:23:01, Epoch: 12, Step: 72600, Step Loss: 3.54
INFO:Pipeline:            Time: 05:23:27, Epoch: 12, Step: 72700, Step Loss: 3.60
INFO:Pipeline:            Time: 05:23:54, Epoch: 12, Step: 72800, Step Loss: 3.48
INFO:Pipeline:            Time: 05:24:20, Epoch: 12, Step: 72900, Step Loss: 3.50
INFO:Pipeline:            Time: 05:24:46, Epoch: 12, Step: 73000, Step Loss: 3.58
INFO:Pipeline:            Eval Loss: 3.47, Perplexity: 32.14
INFO:Pipeline:            Time: 05:25:15, Epoch: 12, Step: 73100, Step Loss: 3.55
INFO:Pipeline:            Time: 05:25:41, Epoch: 12, Step: 73200, Step Loss: 3.52
INFO:Pipeline:            Time: 05:26:07, Epoch: 13, Step: 73300, Step Loss: 3.61
INFO:Pipeline:            Time: 05:26:34, Epoch: 13, Step: 73400, Step Loss: 3.54
INFO:Pipeline:            Time: 05:27:00, Epoch: 13, Step: 73500, Step Loss: 3.60
INFO:Pipeline:            Time: 05:27:26, Epoch: 13, Step: 73600, Step Loss: 3.60
INFO:Pipeline:            Time: 05:27:52, Epoch: 13, Step: 73700, Step Loss: 3.54
INFO:Pipeline:            Time: 05:28:19, Epoch: 13, Step: 73800, Step Loss: 3.58
INFO:Pipeline:            Time: 05:28:45, Epoch: 13, Step: 73900, Step Loss: 3.48
INFO:Pipeline:            Time: 05:29:11, Epoch: 13, Step: 74000, Step Loss: 3.65
INFO:Pipeline:            Eval Loss: 3.47, Perplexity: 31.99
INFO:Pipeline:            Time: 05:29:40, Epoch: 13, Step: 74100, Step Loss: 3.61
INFO:Pipeline:            Time: 05:30:06, Epoch: 13, Step: 74200, Step Loss: 3.46
INFO:Pipeline:            Time: 05:30:33, Epoch: 13, Step: 74300, Step Loss: 3.47
INFO:Pipeline:            Time: 05:30:59, Epoch: 13, Step: 74400, Step Loss: 3.59
INFO:Pipeline:            Time: 05:31:25, Epoch: 13, Step: 74500, Step Loss: 3.50
INFO:Pipeline:            Time: 05:31:51, Epoch: 13, Step: 74600, Step Loss: 3.57
INFO:Pipeline:            Time: 05:32:18, Epoch: 13, Step: 74700, Step Loss: 3.52
INFO:Pipeline:            Time: 05:32:44, Epoch: 13, Step: 74800, Step Loss: 3.56
INFO:Pipeline:            Time: 05:33:10, Epoch: 13, Step: 74900, Step Loss: 3.66
INFO:Pipeline:            Time: 05:33:37, Epoch: 13, Step: 75000, Step Loss: 3.55
INFO:Pipeline:            Eval Loss: 3.46, Perplexity: 31.90
INFO:Pipeline:            Time: 05:34:05, Epoch: 13, Step: 75100, Step Loss: 3.65
INFO:Pipeline:            Time: 05:34:32, Epoch: 13, Step: 75200, Step Loss: 3.53
INFO:Pipeline:            Time: 05:34:58, Epoch: 13, Step: 75300, Step Loss: 3.56
INFO:Pipeline:            Time: 05:35:24, Epoch: 13, Step: 75400, Step Loss: 3.61
INFO:Pipeline:            Time: 05:35:50, Epoch: 13, Step: 75500, Step Loss: 3.66
INFO:Pipeline:            Time: 05:36:17, Epoch: 13, Step: 75600, Step Loss: 3.63
INFO:Pipeline:            Time: 05:36:43, Epoch: 13, Step: 75700, Step Loss: 3.65
INFO:Pipeline:            Time: 05:37:09, Epoch: 13, Step: 75800, Step Loss: 3.64
INFO:Pipeline:            Time: 05:37:36, Epoch: 13, Step: 75900, Step Loss: 3.47
INFO:Pipeline:            Time: 05:38:02, Epoch: 13, Step: 76000, Step Loss: 3.66
INFO:Pipeline:            Eval Loss: 3.46, Perplexity: 31.80
INFO:Pipeline:            Time: 05:38:31, Epoch: 13, Step: 76100, Step Loss: 3.48
INFO:Pipeline:            Time: 05:38:57, Epoch: 13, Step: 76200, Step Loss: 3.54
INFO:Pipeline:            Time: 05:39:23, Epoch: 13, Step: 76300, Step Loss: 3.59
INFO:Pipeline:            Time: 05:39:49, Epoch: 13, Step: 76400, Step Loss: 3.51
INFO:Pipeline:            Time: 05:40:16, Epoch: 13, Step: 76500, Step Loss: 3.54
INFO:Pipeline:            Time: 05:40:42, Epoch: 13, Step: 76600, Step Loss: 3.60
INFO:Pipeline:            Time: 05:41:08, Epoch: 13, Step: 76700, Step Loss: 3.54
INFO:Pipeline:            Time: 05:41:34, Epoch: 13, Step: 76800, Step Loss: 3.58
INFO:Pipeline:            Time: 05:42:01, Epoch: 13, Step: 76900, Step Loss: 3.58
INFO:Pipeline:            Time: 05:42:27, Epoch: 13, Step: 77000, Step Loss: 3.51
INFO:Pipeline:            Eval Loss: 3.46, Perplexity: 31.68
INFO:Pipeline:            Time: 05:42:56, Epoch: 13, Step: 77100, Step Loss: 3.32
INFO:Pipeline:            Time: 05:43:22, Epoch: 13, Step: 77200, Step Loss: 3.63
INFO:Pipeline:            Time: 05:43:48, Epoch: 13, Step: 77300, Step Loss: 3.59
INFO:Pipeline:            Time: 05:44:15, Epoch: 13, Step: 77400, Step Loss: 3.51
INFO:Pipeline:            Time: 05:44:41, Epoch: 13, Step: 77500, Step Loss: 3.65
INFO:Pipeline:            Time: 05:45:07, Epoch: 13, Step: 77600, Step Loss: 3.51
INFO:Pipeline:            Time: 05:45:34, Epoch: 13, Step: 77700, Step Loss: 3.59
INFO:Pipeline:            Time: 05:46:00, Epoch: 13, Step: 77800, Step Loss: 3.53
INFO:Pipeline:            Time: 05:46:26, Epoch: 13, Step: 77900, Step Loss: 3.60
INFO:Pipeline:            Time: 05:46:53, Epoch: 13, Step: 78000, Step Loss: 3.60
INFO:Pipeline:            Eval Loss: 3.45, Perplexity: 31.61
INFO:Pipeline:            Time: 05:47:21, Epoch: 13, Step: 78100, Step Loss: 3.47
INFO:Pipeline:            Time: 05:47:48, Epoch: 13, Step: 78200, Step Loss: 3.52
INFO:Pipeline:            Time: 05:48:14, Epoch: 13, Step: 78300, Step Loss: 3.51
INFO:Pipeline:            Time: 05:48:40, Epoch: 13, Step: 78400, Step Loss: 3.59
INFO:Pipeline:            Time: 05:49:07, Epoch: 13, Step: 78500, Step Loss: 3.59
INFO:Pipeline:            Time: 05:49:33, Epoch: 13, Step: 78600, Step Loss: 3.59
INFO:Pipeline:            Time: 05:49:59, Epoch: 13, Step: 78700, Step Loss: 3.51
INFO:Pipeline:            Time: 05:50:25, Epoch: 13, Step: 78800, Step Loss: 3.57
INFO:Pipeline:            Time: 05:50:52, Epoch: 13, Step: 78900, Step Loss: 3.55
INFO:Pipeline:            Time: 05:51:18, Epoch: 13, Step: 79000, Step Loss: 3.61
INFO:Pipeline:            Eval Loss: 3.45, Perplexity: 31.49
INFO:Pipeline:            Time: 05:51:47, Epoch: 13, Step: 79100, Step Loss: 3.46
INFO:Pipeline:            Time: 05:52:13, Epoch: 13, Step: 79200, Step Loss: 3.46
INFO:Pipeline:            Time: 05:52:39, Epoch: 13, Step: 79300, Step Loss: 3.68
INFO:Pipeline:            Time: 05:53:05, Epoch: 14, Step: 79400, Step Loss: 3.54
INFO:Pipeline:            Time: 05:53:32, Epoch: 14, Step: 79500, Step Loss: 3.35
INFO:Pipeline:            Time: 05:53:58, Epoch: 14, Step: 79600, Step Loss: 3.46
INFO:Pipeline:            Time: 05:54:24, Epoch: 14, Step: 79700, Step Loss: 3.50
INFO:Pipeline:            Time: 05:54:50, Epoch: 14, Step: 79800, Step Loss: 3.52
INFO:Pipeline:            Time: 05:55:17, Epoch: 14, Step: 79900, Step Loss: 3.47
INFO:Pipeline:            Time: 05:55:43, Epoch: 14, Step: 80000, Step Loss: 3.46
INFO:Pipeline:            Eval Loss: 3.45, Perplexity: 31.43
INFO:Pipeline:            Time: 05:56:12, Epoch: 14, Step: 80100, Step Loss: 3.56
INFO:Pipeline:            Time: 05:56:38, Epoch: 14, Step: 80200, Step Loss: 3.43
INFO:Pipeline:            Time: 05:57:04, Epoch: 14, Step: 80300, Step Loss: 3.43
INFO:Pipeline:            Time: 05:57:30, Epoch: 14, Step: 80400, Step Loss: 3.50
INFO:Pipeline:            Time: 05:57:57, Epoch: 14, Step: 80500, Step Loss: 3.64
INFO:Pipeline:            Time: 05:58:23, Epoch: 14, Step: 80600, Step Loss: 3.45
INFO:Pipeline:            Time: 05:58:49, Epoch: 14, Step: 80700, Step Loss: 3.44
INFO:Pipeline:            Time: 05:59:15, Epoch: 14, Step: 80800, Step Loss: 3.62
INFO:Pipeline:            Time: 05:59:42, Epoch: 14, Step: 80900, Step Loss: 3.52
INFO:Pipeline:            Time: 06:00:08, Epoch: 14, Step: 81000, Step Loss: 3.57
INFO:Pipeline:            Eval Loss: 3.44, Perplexity: 31.34
INFO:Pipeline:            Time: 06:00:36, Epoch: 14, Step: 81100, Step Loss: 3.49
INFO:Pipeline:            Time: 06:01:03, Epoch: 14, Step: 81200, Step Loss: 3.59
INFO:Pipeline:            Time: 06:01:29, Epoch: 14, Step: 81300, Step Loss: 3.53
INFO:Pipeline:            Time: 06:01:55, Epoch: 14, Step: 81400, Step Loss: 3.55
INFO:Pipeline:            Time: 06:02:21, Epoch: 14, Step: 81500, Step Loss: 3.50
INFO:Pipeline:            Time: 06:02:47, Epoch: 14, Step: 81600, Step Loss: 3.53
INFO:Pipeline:            Time: 06:03:14, Epoch: 14, Step: 81700, Step Loss: 3.63
INFO:Pipeline:            Time: 06:03:40, Epoch: 14, Step: 81800, Step Loss: 3.64
INFO:Pipeline:            Time: 06:04:06, Epoch: 14, Step: 81900, Step Loss: 3.51
INFO:Pipeline:            Time: 06:04:32, Epoch: 14, Step: 82000, Step Loss: 3.59
INFO:Pipeline:            Eval Loss: 3.44, Perplexity: 31.26
INFO:Pipeline:            Time: 06:05:01, Epoch: 14, Step: 82100, Step Loss: 3.67
INFO:Pipeline:            Time: 06:05:27, Epoch: 14, Step: 82200, Step Loss: 3.51
INFO:Pipeline:            Time: 06:05:53, Epoch: 14, Step: 82300, Step Loss: 3.52
INFO:Pipeline:            Time: 06:06:19, Epoch: 14, Step: 82400, Step Loss: 3.59
INFO:Pipeline:            Time: 06:06:46, Epoch: 14, Step: 82500, Step Loss: 3.68
INFO:Pipeline:            Time: 06:07:12, Epoch: 14, Step: 82600, Step Loss: 3.53
INFO:Pipeline:            Time: 06:07:38, Epoch: 14, Step: 82700, Step Loss: 3.51
INFO:Pipeline:            Time: 06:08:04, Epoch: 14, Step: 82800, Step Loss: 3.70
INFO:Pipeline:            Time: 06:08:30, Epoch: 14, Step: 82900, Step Loss: 3.55
INFO:Pipeline:            Time: 06:08:57, Epoch: 14, Step: 83000, Step Loss: 3.50
INFO:Pipeline:            Eval Loss: 3.44, Perplexity: 31.15
INFO:Pipeline:            Time: 06:09:25, Epoch: 14, Step: 83100, Step Loss: 3.58
INFO:Pipeline:            Time: 06:09:52, Epoch: 14, Step: 83200, Step Loss: 3.67
INFO:Pipeline:            Time: 06:10:18, Epoch: 14, Step: 83300, Step Loss: 3.52
INFO:Pipeline:            Time: 06:10:44, Epoch: 14, Step: 83400, Step Loss: 3.54
INFO:Pipeline:            Time: 06:11:10, Epoch: 14, Step: 83500, Step Loss: 3.59
INFO:Pipeline:            Time: 06:11:36, Epoch: 14, Step: 83600, Step Loss: 3.67
INFO:Pipeline:            Time: 06:12:02, Epoch: 14, Step: 83700, Step Loss: 3.44
INFO:Pipeline:            Time: 06:12:29, Epoch: 14, Step: 83800, Step Loss: 3.56
INFO:Pipeline:            Time: 06:12:55, Epoch: 14, Step: 83900, Step Loss: 3.55
INFO:Pipeline:            Time: 06:13:21, Epoch: 14, Step: 84000, Step Loss: 3.66
INFO:Pipeline:            Eval Loss: 3.44, Perplexity: 31.14
INFO:Pipeline:            Time: 06:13:50, Epoch: 14, Step: 84100, Step Loss: 3.49
INFO:Pipeline:            Time: 06:14:16, Epoch: 14, Step: 84200, Step Loss: 3.49
INFO:Pipeline:            Time: 06:14:42, Epoch: 14, Step: 84300, Step Loss: 3.62
INFO:Pipeline:            Time: 06:15:08, Epoch: 14, Step: 84400, Step Loss: 3.57
INFO:Pipeline:            Time: 06:15:34, Epoch: 14, Step: 84500, Step Loss: 3.62
INFO:Pipeline:            Time: 06:16:01, Epoch: 14, Step: 84600, Step Loss: 3.57
INFO:Pipeline:            Time: 06:16:27, Epoch: 14, Step: 84700, Step Loss: 3.50
INFO:Pipeline:            Time: 06:16:53, Epoch: 14, Step: 84800, Step Loss: 3.53
INFO:Pipeline:            Time: 06:17:19, Epoch: 14, Step: 84900, Step Loss: 3.61
INFO:Pipeline:            Time: 06:17:45, Epoch: 14, Step: 85000, Step Loss: 3.48
INFO:Pipeline:            Eval Loss: 3.44, Perplexity: 31.06
INFO:Pipeline:            Time: 06:18:14, Epoch: 14, Step: 85100, Step Loss: 3.45
INFO:Pipeline:            Time: 06:18:40, Epoch: 14, Step: 85200, Step Loss: 3.50
INFO:Pipeline:            Time: 06:19:06, Epoch: 14, Step: 85300, Step Loss: 3.44
INFO:Pipeline:            Time: 06:19:33, Epoch: 14, Step: 85400, Step Loss: 3.63
INFO:Pipeline:            Time: 06:19:59, Epoch: 15, Step: 85500, Step Loss: 3.58
INFO:Pipeline:            Time: 06:20:25, Epoch: 15, Step: 85600, Step Loss: 3.48
INFO:Pipeline:            Time: 06:20:51, Epoch: 15, Step: 85700, Step Loss: 3.51
INFO:Pipeline:            Time: 06:21:17, Epoch: 15, Step: 85800, Step Loss: 3.51
INFO:Pipeline:            Time: 06:21:44, Epoch: 15, Step: 85900, Step Loss: 3.52
INFO:Pipeline:            Time: 06:22:10, Epoch: 15, Step: 86000, Step Loss: 3.55
INFO:Pipeline:            Eval Loss: 3.43, Perplexity: 31.00
INFO:Pipeline:            Time: 06:22:39, Epoch: 15, Step: 86100, Step Loss: 3.53
INFO:Pipeline:            Time: 06:23:05, Epoch: 15, Step: 86200, Step Loss: 3.57
INFO:Pipeline:            Time: 06:23:31, Epoch: 15, Step: 86300, Step Loss: 3.55
INFO:Pipeline:            Time: 06:23:57, Epoch: 15, Step: 86400, Step Loss: 3.52
INFO:Pipeline:            Time: 06:24:23, Epoch: 15, Step: 86500, Step Loss: 3.51
INFO:Pipeline:            Time: 06:24:50, Epoch: 15, Step: 86600, Step Loss: 3.42
INFO:Pipeline:            Time: 06:25:16, Epoch: 15, Step: 86700, Step Loss: 3.55
INFO:Pipeline:            Time: 06:25:42, Epoch: 15, Step: 86800, Step Loss: 3.51
INFO:Pipeline:            Time: 06:26:08, Epoch: 15, Step: 86900, Step Loss: 3.56
INFO:Pipeline:            Time: 06:26:34, Epoch: 15, Step: 87000, Step Loss: 3.44
INFO:Pipeline:            Eval Loss: 3.43, Perplexity: 30.92
INFO:Pipeline:            Time: 06:27:03, Epoch: 15, Step: 87100, Step Loss: 3.54
INFO:Pipeline:            Time: 06:27:29, Epoch: 15, Step: 87200, Step Loss: 3.43
INFO:Pipeline:            Time: 06:27:55, Epoch: 15, Step: 87300, Step Loss: 3.63
INFO:Pipeline:            Time: 06:28:21, Epoch: 15, Step: 87400, Step Loss: 3.52
INFO:Pipeline:            Time: 06:28:48, Epoch: 15, Step: 87500, Step Loss: 3.57
INFO:Pipeline:            Time: 06:29:14, Epoch: 15, Step: 87600, Step Loss: 3.60
INFO:Pipeline:            Time: 06:29:40, Epoch: 15, Step: 87700, Step Loss: 3.52
INFO:Pipeline:            Time: 06:30:06, Epoch: 15, Step: 87800, Step Loss: 3.68
INFO:Pipeline:            Time: 06:30:32, Epoch: 15, Step: 87900, Step Loss: 3.54
INFO:Pipeline:            Time: 06:30:59, Epoch: 15, Step: 88000, Step Loss: 3.53
INFO:Pipeline:            Eval Loss: 3.43, Perplexity: 30.86
INFO:Pipeline:            Time: 06:31:27, Epoch: 15, Step: 88100, Step Loss: 3.55
INFO:Pipeline:            Time: 06:31:53, Epoch: 15, Step: 88200, Step Loss: 3.58
INFO:Pipeline:            Time: 06:32:19, Epoch: 15, Step: 88300, Step Loss: 3.60
INFO:Pipeline:            Time: 06:32:46, Epoch: 15, Step: 88400, Step Loss: 3.65
INFO:Pipeline:            Time: 06:33:12, Epoch: 15, Step: 88500, Step Loss: 3.67
INFO:Pipeline:            Time: 06:33:38, Epoch: 15, Step: 88600, Step Loss: 3.49
INFO:Pipeline:            Time: 06:34:04, Epoch: 15, Step: 88700, Step Loss: 3.53
INFO:Pipeline:            Time: 06:34:30, Epoch: 15, Step: 88800, Step Loss: 3.59
INFO:Pipeline:            Time: 06:34:56, Epoch: 15, Step: 88900, Step Loss: 3.57
INFO:Pipeline:            Time: 06:35:23, Epoch: 15, Step: 89000, Step Loss: 3.55
INFO:Pipeline:            Eval Loss: 3.43, Perplexity: 30.80
INFO:Pipeline:            Time: 06:35:51, Epoch: 15, Step: 89100, Step Loss: 3.50
INFO:Pipeline:            Time: 06:36:17, Epoch: 15, Step: 89200, Step Loss: 3.49
INFO:Pipeline:            Time: 06:36:44, Epoch: 15, Step: 89300, Step Loss: 3.57
INFO:Pipeline:            Time: 06:37:10, Epoch: 15, Step: 89400, Step Loss: 3.57
INFO:Pipeline:            Time: 06:37:36, Epoch: 15, Step: 89500, Step Loss: 3.41
INFO:Pipeline:            Time: 06:38:02, Epoch: 15, Step: 89600, Step Loss: 3.56
INFO:Pipeline:            Time: 06:38:28, Epoch: 15, Step: 89700, Step Loss: 3.60
INFO:Pipeline:            Time: 06:38:54, Epoch: 15, Step: 89800, Step Loss: 3.49
INFO:Pipeline:            Time: 06:39:21, Epoch: 15, Step: 89900, Step Loss: 3.49
INFO:Pipeline:            Time: 06:39:47, Epoch: 15, Step: 90000, Step Loss: 3.46
INFO:Pipeline:            Eval Loss: 3.43, Perplexity: 30.76
INFO:Pipeline:            Time: 06:40:15, Epoch: 15, Step: 90100, Step Loss: 3.56
INFO:Pipeline:            Time: 06:40:41, Epoch: 15, Step: 90200, Step Loss: 3.55
INFO:Pipeline:            Time: 06:41:08, Epoch: 15, Step: 90300, Step Loss: 3.48
INFO:Pipeline:            Time: 06:41:34, Epoch: 15, Step: 90400, Step Loss: 3.47
INFO:Pipeline:            Time: 06:42:00, Epoch: 15, Step: 90500, Step Loss: 3.40
INFO:Pipeline:            Time: 06:42:26, Epoch: 15, Step: 90600, Step Loss: 3.35
INFO:Pipeline:            Time: 06:42:52, Epoch: 15, Step: 90700, Step Loss: 3.62
INFO:Pipeline:            Time: 06:43:18, Epoch: 15, Step: 90800, Step Loss: 3.45
INFO:Pipeline:            Time: 06:43:45, Epoch: 15, Step: 90900, Step Loss: 3.51
INFO:Pipeline:            Time: 06:44:11, Epoch: 15, Step: 91000, Step Loss: 3.48
INFO:Pipeline:            Eval Loss: 3.42, Perplexity: 30.69
INFO:Pipeline:            Time: 06:44:39, Epoch: 15, Step: 91100, Step Loss: 3.49
INFO:Pipeline:            Time: 06:45:06, Epoch: 15, Step: 91200, Step Loss: 3.58
INFO:Pipeline:            Time: 06:45:32, Epoch: 15, Step: 91300, Step Loss: 3.48
INFO:Pipeline:            Time: 06:45:58, Epoch: 15, Step: 91400, Step Loss: 3.51
INFO:Pipeline:            Time: 06:46:24, Epoch: 15, Step: 91500, Step Loss: 3.54
INFO:Pipeline:            Time: 06:46:50, Epoch: 16, Step: 91600, Step Loss: 3.58
INFO:Pipeline:            Time: 06:47:16, Epoch: 16, Step: 91700, Step Loss: 3.45
INFO:Pipeline:            Time: 06:47:42, Epoch: 16, Step: 91800, Step Loss: 3.60
INFO:Pipeline:            Time: 06:48:09, Epoch: 16, Step: 91900, Step Loss: 3.63
INFO:Pipeline:            Time: 06:48:35, Epoch: 16, Step: 92000, Step Loss: 3.36
INFO:Pipeline:            Eval Loss: 3.42, Perplexity: 30.67
INFO:Pipeline:            Time: 06:49:03, Epoch: 16, Step: 92100, Step Loss: 3.53
INFO:Pipeline:            Time: 06:49:30, Epoch: 16, Step: 92200, Step Loss: 3.61
INFO:Pipeline:            Time: 06:49:56, Epoch: 16, Step: 92300, Step Loss: 3.50
INFO:Pipeline:            Time: 06:50:22, Epoch: 16, Step: 92400, Step Loss: 3.41
INFO:Pipeline:            Time: 06:50:48, Epoch: 16, Step: 92500, Step Loss: 3.64
INFO:Pipeline:            Time: 06:51:14, Epoch: 16, Step: 92600, Step Loss: 3.36
INFO:Pipeline:            Time: 06:51:40, Epoch: 16, Step: 92700, Step Loss: 3.49
INFO:Pipeline:            Time: 06:52:06, Epoch: 16, Step: 92800, Step Loss: 3.60
INFO:Pipeline:            Time: 06:52:33, Epoch: 16, Step: 92900, Step Loss: 3.49
INFO:Pipeline:            Time: 06:52:59, Epoch: 16, Step: 93000, Step Loss: 3.71
INFO:Pipeline:            Eval Loss: 3.42, Perplexity: 30.61
INFO:Pipeline:            Time: 06:53:27, Epoch: 16, Step: 93100, Step Loss: 3.60
INFO:Pipeline:            Time: 06:53:54, Epoch: 16, Step: 93200, Step Loss: 3.52
INFO:Pipeline:            Time: 06:54:20, Epoch: 16, Step: 93300, Step Loss: 3.51
INFO:Pipeline:            Time: 06:54:46, Epoch: 16, Step: 93400, Step Loss: 3.53
INFO:Pipeline:            Time: 06:55:12, Epoch: 16, Step: 93500, Step Loss: 3.42
INFO:Pipeline:            Time: 06:55:38, Epoch: 16, Step: 93600, Step Loss: 3.51
INFO:Pipeline:            Time: 06:56:04, Epoch: 16, Step: 93700, Step Loss: 3.52
INFO:Pipeline:            Time: 06:56:30, Epoch: 16, Step: 93800, Step Loss: 3.46
INFO:Pipeline:            Time: 06:56:57, Epoch: 16, Step: 93900, Step Loss: 3.55
INFO:Pipeline:            Time: 06:57:23, Epoch: 16, Step: 94000, Step Loss: 3.50
INFO:Pipeline:            Eval Loss: 3.42, Perplexity: 30.57
INFO:Pipeline:            Time: 06:57:51, Epoch: 16, Step: 94100, Step Loss: 3.49
INFO:Pipeline:            Time: 06:58:18, Epoch: 16, Step: 94200, Step Loss: 3.47
INFO:Pipeline:            Time: 06:58:44, Epoch: 16, Step: 94300, Step Loss: 3.62
INFO:Pipeline:            Time: 06:59:10, Epoch: 16, Step: 94400, Step Loss: 3.47
INFO:Pipeline:            Time: 06:59:36, Epoch: 16, Step: 94500, Step Loss: 3.64
INFO:Pipeline:            Time: 07:00:02, Epoch: 16, Step: 94600, Step Loss: 3.64
INFO:Pipeline:            Time: 07:00:28, Epoch: 16, Step: 94700, Step Loss: 3.46
INFO:Pipeline:            Time: 07:00:54, Epoch: 16, Step: 94800, Step Loss: 3.58
INFO:Pipeline:            Time: 07:01:21, Epoch: 16, Step: 94900, Step Loss: 3.47
INFO:Pipeline:            Time: 07:01:47, Epoch: 16, Step: 95000, Step Loss: 3.54
INFO:Pipeline:            Eval Loss: 3.42, Perplexity: 30.54
INFO:Pipeline:            Time: 07:02:15, Epoch: 16, Step: 95100, Step Loss: 3.60
INFO:Pipeline:            Time: 07:02:41, Epoch: 16, Step: 95200, Step Loss: 3.63
INFO:Pipeline:            Time: 07:03:08, Epoch: 16, Step: 95300, Step Loss: 3.50
INFO:Pipeline:            Time: 07:03:34, Epoch: 16, Step: 95400, Step Loss: 3.58
INFO:Pipeline:            Time: 07:04:00, Epoch: 16, Step: 95500, Step Loss: 3.61
INFO:Pipeline:            Time: 07:04:26, Epoch: 16, Step: 95600, Step Loss: 3.52
INFO:Pipeline:            Time: 07:04:52, Epoch: 16, Step: 95700, Step Loss: 3.43
INFO:Pipeline:            Time: 07:05:18, Epoch: 16, Step: 95800, Step Loss: 3.53
INFO:Pipeline:            Time: 07:05:45, Epoch: 16, Step: 95900, Step Loss: 3.52
INFO:Pipeline:            Time: 07:06:11, Epoch: 16, Step: 96000, Step Loss: 3.44
INFO:Pipeline:            Eval Loss: 3.42, Perplexity: 30.50
INFO:Pipeline:            Time: 07:06:39, Epoch: 16, Step: 96100, Step Loss: 3.54
INFO:Pipeline:            Time: 07:07:06, Epoch: 16, Step: 96200, Step Loss: 3.51
INFO:Pipeline:            Time: 07:07:32, Epoch: 16, Step: 96300, Step Loss: 3.56
INFO:Pipeline:            Time: 07:07:58, Epoch: 16, Step: 96400, Step Loss: 3.53
INFO:Pipeline:            Time: 07:08:24, Epoch: 16, Step: 96500, Step Loss: 3.56
INFO:Pipeline:            Time: 07:08:50, Epoch: 16, Step: 96600, Step Loss: 3.59
INFO:Pipeline:            Time: 07:09:17, Epoch: 16, Step: 96700, Step Loss: 3.55
INFO:Pipeline:            Time: 07:09:43, Epoch: 16, Step: 96800, Step Loss: 3.55
INFO:Pipeline:            Time: 07:10:09, Epoch: 16, Step: 96900, Step Loss: 3.54
INFO:Pipeline:            Time: 07:10:35, Epoch: 16, Step: 97000, Step Loss: 3.48
INFO:Pipeline:            Eval Loss: 3.42, Perplexity: 30.46
INFO:Pipeline:            Time: 07:11:04, Epoch: 16, Step: 97100, Step Loss: 3.55
INFO:Pipeline:            Time: 07:11:30, Epoch: 16, Step: 97200, Step Loss: 3.51
INFO:Pipeline:            Time: 07:11:56, Epoch: 16, Step: 97300, Step Loss: 3.50
INFO:Pipeline:            Time: 07:12:22, Epoch: 16, Step: 97400, Step Loss: 3.48
INFO:Pipeline:            Time: 07:12:48, Epoch: 16, Step: 97500, Step Loss: 3.54
INFO:Pipeline:            Time: 07:13:15, Epoch: 16, Step: 97600, Step Loss: 3.51
INFO:Pipeline:            Time: 07:13:41, Epoch: 17, Step: 97700, Step Loss: 3.35
INFO:Pipeline:            Time: 07:14:07, Epoch: 17, Step: 97800, Step Loss: 3.60
INFO:Pipeline:            Time: 07:14:33, Epoch: 17, Step: 97900, Step Loss: 3.46
INFO:Pipeline:            Time: 07:14:59, Epoch: 17, Step: 98000, Step Loss: 3.45
INFO:Pipeline:            Eval Loss: 3.42, Perplexity: 30.44
INFO:Pipeline:            Time: 07:15:28, Epoch: 17, Step: 98100, Step Loss: 3.49
INFO:Pipeline:            Time: 07:15:54, Epoch: 17, Step: 98200, Step Loss: 3.48
INFO:Pipeline:            Time: 07:16:20, Epoch: 17, Step: 98300, Step Loss: 3.53
INFO:Pipeline:            Time: 07:16:46, Epoch: 17, Step: 98400, Step Loss: 3.57
INFO:Pipeline:            Time: 07:17:12, Epoch: 17, Step: 98500, Step Loss: 3.57
INFO:Pipeline:            Time: 07:17:39, Epoch: 17, Step: 98600, Step Loss: 3.55
INFO:Pipeline:            Time: 07:18:05, Epoch: 17, Step: 98700, Step Loss: 3.60
INFO:Pipeline:            Time: 07:18:31, Epoch: 17, Step: 98800, Step Loss: 3.44
INFO:Pipeline:            Time: 07:18:57, Epoch: 17, Step: 98900, Step Loss: 3.53
INFO:Pipeline:            Time: 07:19:24, Epoch: 17, Step: 99000, Step Loss: 3.56
INFO:Pipeline:            Eval Loss: 3.41, Perplexity: 30.40
INFO:Pipeline:            Time: 07:19:52, Epoch: 17, Step: 99100, Step Loss: 3.50
INFO:Pipeline:            Time: 07:20:18, Epoch: 17, Step: 99200, Step Loss: 3.48
INFO:Pipeline:            Time: 07:20:44, Epoch: 17, Step: 99300, Step Loss: 3.43
INFO:Pipeline:            Time: 07:21:11, Epoch: 17, Step: 99400, Step Loss: 3.51
INFO:Pipeline:            Time: 07:21:37, Epoch: 17, Step: 99500, Step Loss: 3.53
INFO:Pipeline:            Time: 07:22:03, Epoch: 17, Step: 99600, Step Loss: 3.56
INFO:Pipeline:            Time: 07:22:29, Epoch: 17, Step: 99700, Step Loss: 3.50
INFO:Pipeline:            Time: 07:22:55, Epoch: 17, Step: 99800, Step Loss: 3.48
INFO:Pipeline:            Time: 07:23:21, Epoch: 17, Step: 99900, Step Loss: 3.53
INFO:Pipeline:            Time: 07:23:48, Epoch: 17, Step: 100000, Step Loss: 3.51
INFO:Pipeline:            Eval Loss: 3.41, Perplexity: 30.37
INFO:Pipeline:            Time: 07:24:16, Epoch: 17, Step: 100100, Step Loss: 3.48
INFO:Pipeline:            Time: 07:24:42, Epoch: 17, Step: 100200, Step Loss: 3.60
INFO:Pipeline:            Time: 07:25:08, Epoch: 17, Step: 100300, Step Loss: 3.47
INFO:Pipeline:            Time: 07:25:35, Epoch: 17, Step: 100400, Step Loss: 3.54
INFO:Pipeline:            Time: 07:26:01, Epoch: 17, Step: 100500, Step Loss: 3.40
INFO:Pipeline:            Time: 07:26:27, Epoch: 17, Step: 100600, Step Loss: 3.57
INFO:Pipeline:            Time: 07:26:53, Epoch: 17, Step: 100700, Step Loss: 3.68
INFO:Pipeline:            Time: 07:27:19, Epoch: 17, Step: 100800, Step Loss: 3.56
INFO:Pipeline:            Time: 07:27:45, Epoch: 17, Step: 100900, Step Loss: 3.49
INFO:Pipeline:            Time: 07:28:11, Epoch: 17, Step: 101000, Step Loss: 3.50
INFO:Pipeline:            Eval Loss: 3.41, Perplexity: 30.34
INFO:Pipeline:            Time: 07:28:40, Epoch: 17, Step: 101100, Step Loss: 3.64
INFO:Pipeline:            Time: 07:29:06, Epoch: 17, Step: 101200, Step Loss: 3.46
INFO:Pipeline:            Time: 07:29:32, Epoch: 17, Step: 101300, Step Loss: 3.50
INFO:Pipeline:            Time: 07:29:58, Epoch: 17, Step: 101400, Step Loss: 3.43
INFO:Pipeline:            Time: 07:30:25, Epoch: 17, Step: 101500, Step Loss: 3.48
INFO:Pipeline:            Time: 07:30:51, Epoch: 17, Step: 101600, Step Loss: 3.41
INFO:Pipeline:            Time: 07:31:17, Epoch: 17, Step: 101700, Step Loss: 3.48
INFO:Pipeline:            Time: 07:31:43, Epoch: 17, Step: 101800, Step Loss: 3.58
INFO:Pipeline:            Time: 07:32:09, Epoch: 17, Step: 101900, Step Loss: 3.51
INFO:Pipeline:            Time: 07:32:35, Epoch: 17, Step: 102000, Step Loss: 3.44
INFO:Pipeline:            Eval Loss: 3.41, Perplexity: 30.33
INFO:Pipeline:            Time: 07:33:04, Epoch: 17, Step: 102100, Step Loss: 3.49
INFO:Pipeline:            Time: 07:33:30, Epoch: 17, Step: 102200, Step Loss: 3.61
INFO:Pipeline:            Time: 07:33:56, Epoch: 17, Step: 102300, Step Loss: 3.56
INFO:Pipeline:            Time: 07:34:23, Epoch: 17, Step: 102400, Step Loss: 3.51
INFO:Pipeline:            Time: 07:34:49, Epoch: 17, Step: 102500, Step Loss: 3.46
INFO:Pipeline:            Time: 07:35:15, Epoch: 17, Step: 102600, Step Loss: 3.62
INFO:Pipeline:            Time: 07:35:41, Epoch: 17, Step: 102700, Step Loss: 3.41
INFO:Pipeline:            Time: 07:36:07, Epoch: 17, Step: 102800, Step Loss: 3.58
INFO:Pipeline:            Time: 07:36:33, Epoch: 17, Step: 102900, Step Loss: 3.47
INFO:Pipeline:            Time: 07:37:00, Epoch: 17, Step: 103000, Step Loss: 3.50
INFO:Pipeline:            Eval Loss: 3.41, Perplexity: 30.31
INFO:Pipeline:            Time: 07:37:28, Epoch: 17, Step: 103100, Step Loss: 3.50
INFO:Pipeline:            Time: 07:37:54, Epoch: 17, Step: 103200, Step Loss: 3.53
INFO:Pipeline:            Time: 07:38:20, Epoch: 17, Step: 103300, Step Loss: 3.39
INFO:Pipeline:            Time: 07:38:47, Epoch: 17, Step: 103400, Step Loss: 3.54
INFO:Pipeline:            Time: 07:39:13, Epoch: 17, Step: 103500, Step Loss: 3.47
INFO:Pipeline:            Time: 07:39:39, Epoch: 17, Step: 103600, Step Loss: 3.40
INFO:Pipeline:            Time: 07:40:05, Epoch: 17, Step: 103700, Step Loss: 3.48
INFO:Pipeline:            Time: 07:40:31, Epoch: 18, Step: 103800, Step Loss: 3.67
INFO:Pipeline:            Time: 07:40:57, Epoch: 18, Step: 103900, Step Loss: 3.62
INFO:Pipeline:            Time: 07:41:23, Epoch: 18, Step: 104000, Step Loss: 3.57
INFO:Pipeline:            Eval Loss: 3.41, Perplexity: 30.29
INFO:Pipeline:            Time: 07:41:52, Epoch: 18, Step: 104100, Step Loss: 3.47
INFO:Pipeline:            Time: 07:42:18, Epoch: 18, Step: 104200, Step Loss: 3.55
INFO:Pipeline:            Time: 07:42:44, Epoch: 18, Step: 104300, Step Loss: 3.49
INFO:Pipeline:            Time: 07:43:11, Epoch: 18, Step: 104400, Step Loss: 3.48
INFO:Pipeline:            Time: 07:43:37, Epoch: 18, Step: 104500, Step Loss: 3.49
INFO:Pipeline:            Time: 07:44:03, Epoch: 18, Step: 104600, Step Loss: 3.41
INFO:Pipeline:            Time: 07:44:29, Epoch: 18, Step: 104700, Step Loss: 3.70
INFO:Pipeline:            Time: 07:44:56, Epoch: 18, Step: 104800, Step Loss: 3.54
INFO:Pipeline:            Time: 07:45:22, Epoch: 18, Step: 104900, Step Loss: 3.56
INFO:Pipeline:            Time: 07:45:48, Epoch: 18, Step: 105000, Step Loss: 3.51
INFO:Pipeline:            Eval Loss: 3.41, Perplexity: 30.26
INFO:Pipeline:            Time: 07:46:17, Epoch: 18, Step: 105100, Step Loss: 3.57
INFO:Pipeline:            Time: 07:46:43, Epoch: 18, Step: 105200, Step Loss: 3.50
INFO:Pipeline:            Time: 07:47:09, Epoch: 18, Step: 105300, Step Loss: 3.35
INFO:Pipeline:            Time: 07:47:35, Epoch: 18, Step: 105400, Step Loss: 3.59
INFO:Pipeline:            Time: 07:48:02, Epoch: 18, Step: 105500, Step Loss: 3.52
INFO:Pipeline:            Time: 07:48:28, Epoch: 18, Step: 105600, Step Loss: 3.49
INFO:Pipeline:            Time: 07:48:54, Epoch: 18, Step: 105700, Step Loss: 3.45
INFO:Pipeline:            Time: 07:49:20, Epoch: 18, Step: 105800, Step Loss: 3.46
INFO:Pipeline:            Time: 07:49:46, Epoch: 18, Step: 105900, Step Loss: 3.46
INFO:Pipeline:            Time: 07:50:13, Epoch: 18, Step: 106000, Step Loss: 3.46
INFO:Pipeline:            Eval Loss: 3.41, Perplexity: 30.25
INFO:Pipeline:            Time: 07:50:41, Epoch: 18, Step: 106100, Step Loss: 3.56
INFO:Pipeline:            Time: 07:51:08, Epoch: 18, Step: 106200, Step Loss: 3.54
INFO:Pipeline:            Time: 07:51:34, Epoch: 18, Step: 106300, Step Loss: 3.52
INFO:Pipeline:            Time: 07:52:00, Epoch: 18, Step: 106400, Step Loss: 3.47
INFO:Pipeline:            Time: 07:52:26, Epoch: 18, Step: 106500, Step Loss: 3.47
INFO:Pipeline:            Time: 07:52:53, Epoch: 18, Step: 106600, Step Loss: 3.52
INFO:Pipeline:            Time: 07:53:19, Epoch: 18, Step: 106700, Step Loss: 3.52
INFO:Pipeline:            Time: 07:53:45, Epoch: 18, Step: 106800, Step Loss: 3.55
INFO:Pipeline:            Time: 07:54:11, Epoch: 18, Step: 106900, Step Loss: 3.51
INFO:Pipeline:            Time: 07:54:37, Epoch: 18, Step: 107000, Step Loss: 3.50
INFO:Pipeline:            Eval Loss: 3.41, Perplexity: 30.24
INFO:Pipeline:            Time: 07:55:06, Epoch: 18, Step: 107100, Step Loss: 3.54
INFO:Pipeline:            Time: 07:55:32, Epoch: 18, Step: 107200, Step Loss: 3.54
INFO:Pipeline:            Time: 07:55:58, Epoch: 18, Step: 107300, Step Loss: 3.46
INFO:Pipeline:            Time: 07:56:25, Epoch: 18, Step: 107400, Step Loss: 3.56
INFO:Pipeline:            Time: 07:56:51, Epoch: 18, Step: 107500, Step Loss: 3.47
INFO:Pipeline:            Time: 07:57:17, Epoch: 18, Step: 107600, Step Loss: 3.55
INFO:Pipeline:            Time: 07:57:43, Epoch: 18, Step: 107700, Step Loss: 3.51
INFO:Pipeline:            Time: 07:58:09, Epoch: 18, Step: 107800, Step Loss: 3.36
INFO:Pipeline:            Time: 07:58:35, Epoch: 18, Step: 107900, Step Loss: 3.47
INFO:Pipeline:            Time: 07:59:01, Epoch: 18, Step: 108000, Step Loss: 3.39
INFO:Pipeline:            Eval Loss: 3.41, Perplexity: 30.22
INFO:Pipeline:            Time: 07:59:30, Epoch: 18, Step: 108100, Step Loss: 3.56
INFO:Pipeline:            Time: 07:59:56, Epoch: 18, Step: 108200, Step Loss: 3.36
INFO:Pipeline:            Time: 08:00:22, Epoch: 18, Step: 108300, Step Loss: 3.59
INFO:Pipeline:            Time: 08:00:49, Epoch: 18, Step: 108400, Step Loss: 3.50
INFO:Pipeline:            Time: 08:01:15, Epoch: 18, Step: 108500, Step Loss: 3.48
INFO:Pipeline:            Time: 08:01:41, Epoch: 18, Step: 108600, Step Loss: 3.57
INFO:Pipeline:            Time: 08:02:07, Epoch: 18, Step: 108700, Step Loss: 3.38
INFO:Pipeline:            Time: 08:02:33, Epoch: 18, Step: 108800, Step Loss: 3.62
INFO:Pipeline:            Time: 08:02:59, Epoch: 18, Step: 108900, Step Loss: 3.37
INFO:Pipeline:            Time: 08:03:25, Epoch: 18, Step: 109000, Step Loss: 3.55
INFO:Pipeline:            Eval Loss: 3.41, Perplexity: 30.22
INFO:Pipeline:            Time: 08:03:54, Epoch: 18, Step: 109100, Step Loss: 3.47
INFO:Pipeline:            Time: 08:04:20, Epoch: 18, Step: 109200, Step Loss: 3.34
INFO:Pipeline:            Time: 08:04:46, Epoch: 18, Step: 109300, Step Loss: 3.53
INFO:Pipeline:            Time: 08:05:12, Epoch: 18, Step: 109400, Step Loss: 3.53
INFO:Pipeline:            Time: 08:05:39, Epoch: 18, Step: 109500, Step Loss: 3.46
INFO:Pipeline:            Time: 08:06:05, Epoch: 18, Step: 109600, Step Loss: 3.48
INFO:Pipeline:            Time: 08:06:31, Epoch: 18, Step: 109700, Step Loss: 3.61
INFO:Pipeline:            Time: 08:06:57, Epoch: 18, Step: 109800, Step Loss: 3.57
INFO:Pipeline:            Time: 08:07:23, Epoch: 19, Step: 109900, Step Loss: 3.52
INFO:Pipeline:            Time: 08:07:49, Epoch: 19, Step: 110000, Step Loss: 3.41
INFO:Pipeline:            Eval Loss: 3.41, Perplexity: 30.20
INFO:Pipeline:            Time: 08:08:18, Epoch: 19, Step: 110100, Step Loss: 3.53
INFO:Pipeline:            Time: 08:08:44, Epoch: 19, Step: 110200, Step Loss: 3.48
INFO:Pipeline:            Time: 08:09:10, Epoch: 19, Step: 110300, Step Loss: 3.53
INFO:Pipeline:            Time: 08:09:36, Epoch: 19, Step: 110400, Step Loss: 3.43
INFO:Pipeline:            Time: 08:10:03, Epoch: 19, Step: 110500, Step Loss: 3.45
INFO:Pipeline:            Time: 08:10:29, Epoch: 19, Step: 110600, Step Loss: 3.45
INFO:Pipeline:            Time: 08:10:55, Epoch: 19, Step: 110700, Step Loss: 3.52
INFO:Pipeline:            Time: 08:11:21, Epoch: 19, Step: 110800, Step Loss: 3.52
INFO:Pipeline:            Time: 08:11:47, Epoch: 19, Step: 110900, Step Loss: 3.50
INFO:Pipeline:            Time: 08:12:13, Epoch: 19, Step: 111000, Step Loss: 3.47
INFO:Pipeline:            Eval Loss: 3.41, Perplexity: 30.19
INFO:Pipeline:            Time: 08:12:42, Epoch: 19, Step: 111100, Step Loss: 3.48
INFO:Pipeline:            Time: 08:13:08, Epoch: 19, Step: 111200, Step Loss: 3.43
INFO:Pipeline:            Time: 08:13:34, Epoch: 19, Step: 111300, Step Loss: 3.51
INFO:Pipeline:            Time: 08:14:01, Epoch: 19, Step: 111400, Step Loss: 3.63
INFO:Pipeline:            Time: 08:14:27, Epoch: 19, Step: 111500, Step Loss: 3.56
INFO:Pipeline:            Time: 08:14:53, Epoch: 19, Step: 111600, Step Loss: 3.50
INFO:Pipeline:            Time: 08:15:19, Epoch: 19, Step: 111700, Step Loss: 3.47
INFO:Pipeline:            Time: 08:15:46, Epoch: 19, Step: 111800, Step Loss: 3.57
INFO:Pipeline:            Time: 08:16:12, Epoch: 19, Step: 111900, Step Loss: 3.54
INFO:Pipeline:            Time: 08:16:38, Epoch: 19, Step: 112000, Step Loss: 3.49
INFO:Pipeline:            Eval Loss: 3.41, Perplexity: 30.19
INFO:Pipeline:            Time: 08:17:07, Epoch: 19, Step: 112100, Step Loss: 3.49
INFO:Pipeline:            Time: 08:17:33, Epoch: 19, Step: 112200, Step Loss: 3.41
INFO:Pipeline:            Time: 08:17:59, Epoch: 19, Step: 112300, Step Loss: 3.33
INFO:Pipeline:            Time: 08:18:26, Epoch: 19, Step: 112400, Step Loss: 3.52
INFO:Pipeline:            Time: 08:18:52, Epoch: 19, Step: 112500, Step Loss: 3.54
INFO:Pipeline:            Time: 08:19:18, Epoch: 19, Step: 112600, Step Loss: 3.50
INFO:Pipeline:            Time: 08:19:44, Epoch: 19, Step: 112700, Step Loss: 3.40
INFO:Pipeline:            Time: 08:20:10, Epoch: 19, Step: 112800, Step Loss: 3.55
INFO:Pipeline:            Time: 08:20:37, Epoch: 19, Step: 112900, Step Loss: 3.55
INFO:Pipeline:            Time: 08:21:03, Epoch: 19, Step: 113000, Step Loss: 3.39
INFO:Pipeline:            Eval Loss: 3.41, Perplexity: 30.19
INFO:Pipeline:            Time: 08:21:32, Epoch: 19, Step: 113100, Step Loss: 3.55
INFO:Pipeline:            Time: 08:21:58, Epoch: 19, Step: 113200, Step Loss: 3.44
INFO:Pipeline:            Time: 08:22:24, Epoch: 19, Step: 113300, Step Loss: 3.53
INFO:Pipeline:            Time: 08:22:50, Epoch: 19, Step: 113400, Step Loss: 3.60
INFO:Pipeline:            Time: 08:23:17, Epoch: 19, Step: 113500, Step Loss: 3.53
INFO:Pipeline:            Time: 08:23:43, Epoch: 19, Step: 113600, Step Loss: 3.44
INFO:Pipeline:            Time: 08:24:09, Epoch: 19, Step: 113700, Step Loss: 3.56
INFO:Pipeline:            Time: 08:24:35, Epoch: 19, Step: 113800, Step Loss: 3.39
INFO:Pipeline:            Time: 08:25:01, Epoch: 19, Step: 113900, Step Loss: 3.50
INFO:Pipeline:            Time: 08:25:27, Epoch: 19, Step: 114000, Step Loss: 3.50
INFO:Pipeline:            Eval Loss: 3.41, Perplexity: 30.18
INFO:Pipeline:            Time: 08:25:56, Epoch: 19, Step: 114100, Step Loss: 3.46
INFO:Pipeline:            Time: 08:26:22, Epoch: 19, Step: 114200, Step Loss: 3.52
INFO:Pipeline:            Time: 08:26:49, Epoch: 19, Step: 114300, Step Loss: 3.46
INFO:Pipeline:            Time: 08:27:15, Epoch: 19, Step: 114400, Step Loss: 3.47
INFO:Pipeline:            Time: 08:27:41, Epoch: 19, Step: 114500, Step Loss: 3.51
INFO:Pipeline:            Time: 08:28:07, Epoch: 19, Step: 114600, Step Loss: 3.53
INFO:Pipeline:            Time: 08:28:33, Epoch: 19, Step: 114700, Step Loss: 3.45
INFO:Pipeline:            Time: 08:28:59, Epoch: 19, Step: 114800, Step Loss: 3.59
INFO:Pipeline:            Time: 08:29:26, Epoch: 19, Step: 114900, Step Loss: 3.54
INFO:Pipeline:            Time: 08:29:52, Epoch: 19, Step: 115000, Step Loss: 3.60
INFO:Pipeline:            Eval Loss: 3.41, Perplexity: 30.18
INFO:Pipeline:            Time: 08:30:21, Epoch: 19, Step: 115100, Step Loss: 3.47
INFO:Pipeline:            Time: 08:30:47, Epoch: 19, Step: 115200, Step Loss: 3.49
INFO:Pipeline:            Time: 08:31:13, Epoch: 19, Step: 115300, Step Loss: 3.51
INFO:Pipeline:            Time: 08:31:39, Epoch: 19, Step: 115400, Step Loss: 3.53
INFO:Pipeline:            Time: 08:32:05, Epoch: 19, Step: 115500, Step Loss: 3.50
INFO:Pipeline:            Time: 08:32:31, Epoch: 19, Step: 115600, Step Loss: 3.45
INFO:Pipeline:            Time: 08:32:58, Epoch: 19, Step: 115700, Step Loss: 3.42
INFO:Pipeline:            Time: 08:33:24, Epoch: 19, Step: 115800, Step Loss: 3.43
INFO:Pipeline:            Time: 08:33:50, Epoch: 19, Step: 115900, Step Loss: 3.47
INFO:Pipeline:            Time: 08:34:16, Epoch: 20, Step: 116000, Step Loss: 3.45
INFO:Pipeline:            Eval Loss: 3.41, Perplexity: 30.17
INFO:Pipeline:            Time: 08:34:45, Epoch: 20, Step: 116100, Step Loss: 3.54
INFO:Pipeline:            Time: 08:35:11, Epoch: 20, Step: 116200, Step Loss: 3.56
INFO:Pipeline:            Time: 08:35:37, Epoch: 20, Step: 116300, Step Loss: 3.48
INFO:Pipeline:            Time: 08:36:03, Epoch: 20, Step: 116400, Step Loss: 3.56
INFO:Pipeline:            Time: 08:36:29, Epoch: 20, Step: 116500, Step Loss: 3.50
INFO:Pipeline:            Time: 08:36:55, Epoch: 20, Step: 116600, Step Loss: 3.55
INFO:Pipeline:            Time: 08:37:22, Epoch: 20, Step: 116700, Step Loss: 3.63
INFO:Pipeline:            Time: 08:37:48, Epoch: 20, Step: 116800, Step Loss: 3.49
INFO:Pipeline:            Time: 08:38:14, Epoch: 20, Step: 116900, Step Loss: 3.44
INFO:Pipeline:            Time: 08:38:40, Epoch: 20, Step: 117000, Step Loss: 3.48
INFO:Pipeline:            Eval Loss: 3.41, Perplexity: 30.17
INFO:Pipeline:            Time: 08:39:09, Epoch: 20, Step: 117100, Step Loss: 3.53
INFO:Pipeline:            Time: 08:39:35, Epoch: 20, Step: 117200, Step Loss: 3.35
INFO:Pipeline:            Time: 08:40:01, Epoch: 20, Step: 117300, Step Loss: 3.48
INFO:Pipeline:            Time: 08:40:28, Epoch: 20, Step: 117400, Step Loss: 3.51
INFO:Pipeline:            Time: 08:40:54, Epoch: 20, Step: 117500, Step Loss: 3.51
INFO:Pipeline:            Time: 08:41:20, Epoch: 20, Step: 117600, Step Loss: 3.49
INFO:Pipeline:            Time: 08:41:46, Epoch: 20, Step: 117700, Step Loss: 3.48
INFO:Pipeline:            Time: 08:42:12, Epoch: 20, Step: 117800, Step Loss: 3.48
INFO:Pipeline:            Time: 08:42:38, Epoch: 20, Step: 117900, Step Loss: 3.51
INFO:Pipeline:            Time: 08:43:05, Epoch: 20, Step: 118000, Step Loss: 3.51
INFO:Pipeline:            Eval Loss: 3.41, Perplexity: 30.17
INFO:Pipeline:            Time: 08:43:33, Epoch: 20, Step: 118100, Step Loss: 3.54
INFO:Pipeline:            Time: 08:44:00, Epoch: 20, Step: 118200, Step Loss: 3.60
INFO:Pipeline:            Time: 08:44:26, Epoch: 20, Step: 118300, Step Loss: 3.67
INFO:Pipeline:            Time: 08:44:52, Epoch: 20, Step: 118400, Step Loss: 3.52
INFO:Pipeline:            Time: 08:45:18, Epoch: 20, Step: 118500, Step Loss: 3.47
INFO:Pipeline:            Time: 08:45:44, Epoch: 20, Step: 118600, Step Loss: 3.55
INFO:Pipeline:            Time: 08:46:10, Epoch: 20, Step: 118700, Step Loss: 3.53
INFO:Pipeline:            Time: 08:46:37, Epoch: 20, Step: 118800, Step Loss: 3.54
INFO:Pipeline:            Time: 08:47:03, Epoch: 20, Step: 118900, Step Loss: 3.59
INFO:Pipeline:            Time: 08:47:29, Epoch: 20, Step: 119000, Step Loss: 3.50
INFO:Pipeline:            Eval Loss: 3.41, Perplexity: 30.16
INFO:Pipeline:            Time: 08:47:58, Epoch: 20, Step: 119100, Step Loss: 3.46
INFO:Pipeline:            Time: 08:48:24, Epoch: 20, Step: 119200, Step Loss: 3.46
INFO:Pipeline:            Time: 08:48:51, Epoch: 20, Step: 119300, Step Loss: 3.61
INFO:Pipeline:            Time: 08:49:17, Epoch: 20, Step: 119400, Step Loss: 3.51
INFO:Pipeline:            Time: 08:49:43, Epoch: 20, Step: 119500, Step Loss: 3.40
INFO:Pipeline:            Time: 08:50:09, Epoch: 20, Step: 119600, Step Loss: 3.46
INFO:Pipeline:            Time: 08:50:36, Epoch: 20, Step: 119700, Step Loss: 3.37
INFO:Pipeline:            Time: 08:51:02, Epoch: 20, Step: 119800, Step Loss: 3.57
INFO:Pipeline:            Time: 08:51:28, Epoch: 20, Step: 119900, Step Loss: 3.45
INFO:Pipeline:            Time: 08:51:55, Epoch: 20, Step: 120000, Step Loss: 3.54
INFO:Pipeline:            Eval Loss: 3.41, Perplexity: 30.16
INFO:Pipeline:            Time: 08:52:24, Epoch: 20, Step: 120100, Step Loss: 3.47
INFO:Pipeline:            Time: 08:52:50, Epoch: 20, Step: 120200, Step Loss: 3.49
INFO:Pipeline:            Time: 08:53:16, Epoch: 20, Step: 120300, Step Loss: 3.51
INFO:Pipeline:            Time: 08:53:43, Epoch: 20, Step: 120400, Step Loss: 3.41
INFO:Pipeline:            Time: 08:54:09, Epoch: 20, Step: 120500, Step Loss: 3.71
INFO:Pipeline:            Time: 08:54:35, Epoch: 20, Step: 120600, Step Loss: 3.45
INFO:Pipeline:            Time: 08:55:01, Epoch: 20, Step: 120700, Step Loss: 3.50
INFO:Pipeline:            Time: 08:55:28, Epoch: 20, Step: 120800, Step Loss: 3.42
INFO:Pipeline:            Time: 08:55:54, Epoch: 20, Step: 120900, Step Loss: 3.51
INFO:Pipeline:            Time: 08:56:20, Epoch: 20, Step: 121000, Step Loss: 3.53
INFO:Pipeline:            Eval Loss: 3.41, Perplexity: 30.16
INFO:Pipeline:            Time: 08:56:48, Epoch: 20, Step: 121100, Step Loss: 3.46
INFO:Pipeline:            Time: 08:57:14, Epoch: 20, Step: 121200, Step Loss: 3.59
INFO:Pipeline:            Time: 08:57:41, Epoch: 20, Step: 121300, Step Loss: 3.47
INFO:Pipeline:            Time: 08:58:07, Epoch: 20, Step: 121400, Step Loss: 3.57
INFO:Pipeline:            Time: 08:58:33, Epoch: 20, Step: 121500, Step Loss: 3.46
INFO:Pipeline:            Time: 08:58:59, Epoch: 20, Step: 121600, Step Loss: 3.68
INFO:Pipeline:            Time: 08:59:26, Epoch: 20, Step: 121700, Step Loss: 3.45
INFO:Pipeline:            Time: 08:59:52, Epoch: 20, Step: 121800, Step Loss: 3.49
INFO:Pipeline:            Time: 09:00:18, Epoch: 20, Step: 121900, Step Loss: 3.53
INFO:Pipeline:            Time: 09:00:45, Epoch: 20, Step: 122000, Step Loss: 3.46
INFO:Pipeline:            Eval Loss: 3.41, Perplexity: 30.16
INFO:Pipeline:            Eval Loss: 3.41, Perplexity: 30.16