diff --git "a/vqvae-celeba/output-2024-01-29-14-54-33.log" "b/vqvae-celeba/output-2024-01-29-14-54-33.log"
new file mode 100644--- /dev/null
+++ "b/vqvae-celeba/output-2024-01-29-14-54-33.log"
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+2024-01-29 14:54:33,243 - INFO - =================== System Info ==================
+2024-01-29 14:54:33,243 - INFO - Experiment directory: ./runs/celeba
+2024-01-29 14:54:33,243 - INFO - Number of processes: 1
+2024-01-29 14:54:33,244 - INFO - Distributed type: DistributedType.NO
+2024-01-29 14:54:33,244 - INFO - Mixed precision: no
+2024-01-29 14:54:42,863 - INFO - =================== Data Info ====================
+2024-01-29 14:54:42,863 - INFO - Size of training set: 162770
+2024-01-29 14:54:42,863 - INFO - Batch size per process: 256
+2024-01-29 14:54:42,863 - INFO - Total batch size: 256
+2024-01-29 14:54:42,863 - INFO - ==================================================
+2024-01-29 14:54:43,121 - INFO - Start training...
+2024-01-29 14:54:52,536 - INFO - [Train] step: 99, loss_rec: 0.083605, loss_vq: 19.579046, loss_commit: 19.579046, perplexity: 3.703008, lr: 0.000400
+2024-01-29 14:55:00,880 - INFO - [Train] step: 199, loss_rec: 0.158275, loss_vq: 2.908235, loss_commit: 2.908235, perplexity: 2.233999, lr: 0.000400
+2024-01-29 14:55:09,231 - INFO - [Train] step: 299, loss_rec: 0.104923, loss_vq: 1.077622, loss_commit: 1.077622, perplexity: 3.156736, lr: 0.000400
+2024-01-29 14:55:17,606 - INFO - [Train] step: 399, loss_rec: 0.080890, loss_vq: 2.744515, loss_commit: 2.744515, perplexity: 3.143654, lr: 0.000400
+2024-01-29 14:55:25,979 - INFO - [Train] step: 499, loss_rec: 0.048503, loss_vq: 0.340556, loss_commit: 0.340556, perplexity: 3.869941, lr: 0.000400
+2024-01-29 14:55:34,353 - INFO - [Train] step: 599, loss_rec: 0.052928, loss_vq: 0.871725, loss_commit: 0.871725, perplexity: 4.927731, lr: 0.000400
+2024-01-29 14:55:43,126 - INFO - [Train] step: 699, loss_rec: 0.063533, loss_vq: 0.791546, loss_commit: 0.791546, perplexity: 3.871382, lr: 0.000400
+2024-01-29 14:55:51,488 - INFO - [Train] step: 799, loss_rec: 0.047775, loss_vq: 0.316864, loss_commit: 0.316864, perplexity: 4.343753, lr: 0.000400
+2024-01-29 14:55:59,852 - INFO - [Train] step: 899, loss_rec: 0.041829, loss_vq: 0.271917, loss_commit: 0.271917, perplexity: 5.360755, lr: 0.000400
+2024-01-29 14:56:08,218 - INFO - [Train] step: 999, loss_rec: 0.037771, loss_vq: 0.261035, loss_commit: 0.261035, perplexity: 6.834529, lr: 0.000400
+2024-01-29 14:56:16,666 - INFO - [Train] step: 1099, loss_rec: 0.031018, loss_vq: 0.094311, loss_commit: 0.094311, perplexity: 7.596058, lr: 0.000400
+2024-01-29 14:56:25,032 - INFO - [Train] step: 1199, loss_rec: 0.028784, loss_vq: 0.114628, loss_commit: 0.114628, perplexity: 9.527100, lr: 0.000400
+2024-01-29 14:56:33,740 - INFO - [Train] step: 1299, loss_rec: 0.027285, loss_vq: 0.114111, loss_commit: 0.114111, perplexity: 9.935189, lr: 0.000400
+2024-01-29 14:56:42,110 - INFO - [Train] step: 1399, loss_rec: 0.024274, loss_vq: 0.085378, loss_commit: 0.085378, perplexity: 11.663475, lr: 0.000400
+2024-01-29 14:56:50,482 - INFO - [Train] step: 1499, loss_rec: 0.028066, loss_vq: 0.046708, loss_commit: 0.046708, perplexity: 8.923841, lr: 0.000400
+2024-01-29 14:56:58,849 - INFO - [Train] step: 1599, loss_rec: 0.023666, loss_vq: 0.033530, loss_commit: 0.033530, perplexity: 13.512759, lr: 0.000400
+2024-01-29 14:57:07,216 - INFO - [Train] step: 1699, loss_rec: 0.022195, loss_vq: 0.029088, loss_commit: 0.029088, perplexity: 15.056296, lr: 0.000400
+2024-01-29 14:57:15,586 - INFO - [Train] step: 1799, loss_rec: 0.021970, loss_vq: 0.029879, loss_commit: 0.029879, perplexity: 17.139372, lr: 0.000400
+2024-01-29 14:57:23,949 - INFO - [Train] step: 1899, loss_rec: 0.020685, loss_vq: 0.033821, loss_commit: 0.033821, perplexity: 19.277002, lr: 0.000400
+2024-01-29 14:57:32,730 - INFO - [Train] step: 1999, loss_rec: 0.020091, loss_vq: 0.046727, loss_commit: 0.046727, perplexity: 20.292292, lr: 0.000400
+2024-01-29 14:57:41,169 - INFO - [Train] step: 2099, loss_rec: 0.019090, loss_vq: 0.019461, loss_commit: 0.019461, perplexity: 21.961403, lr: 0.000400
+2024-01-29 14:57:49,536 - INFO - [Train] step: 2199, loss_rec: 0.018289, loss_vq: 0.017857, loss_commit: 0.017857, perplexity: 23.857302, lr: 0.000400
+2024-01-29 14:57:57,903 - INFO - [Train] step: 2299, loss_rec: 0.017701, loss_vq: 0.019929, loss_commit: 0.019929, perplexity: 24.675423, lr: 0.000400
+2024-01-29 14:58:06,272 - INFO - [Train] step: 2399, loss_rec: 0.017394, loss_vq: 0.015419, loss_commit: 0.015419, perplexity: 24.171602, lr: 0.000400
+2024-01-29 14:58:14,639 - INFO - [Train] step: 2499, loss_rec: 0.017171, loss_vq: 0.019900, loss_commit: 0.019900, perplexity: 25.192619, lr: 0.000400
+2024-01-29 14:58:23,337 - INFO - [Train] step: 2599, loss_rec: 0.016145, loss_vq: 0.013924, loss_commit: 0.013924, perplexity: 25.345953, lr: 0.000400
+2024-01-29 14:58:31,707 - INFO - [Train] step: 2699, loss_rec: 0.015955, loss_vq: 0.012040, loss_commit: 0.012040, perplexity: 25.561783, lr: 0.000400
+2024-01-29 14:58:40,078 - INFO - [Train] step: 2799, loss_rec: 0.015466, loss_vq: 0.019267, loss_commit: 0.019267, perplexity: 26.917070, lr: 0.000400
+2024-01-29 14:58:48,448 - INFO - [Train] step: 2899, loss_rec: 0.015943, loss_vq: 0.011460, loss_commit: 0.011460, perplexity: 26.929361, lr: 0.000400
+2024-01-29 14:58:56,818 - INFO - [Train] step: 2999, loss_rec: 0.014790, loss_vq: 0.015908, loss_commit: 0.015908, perplexity: 27.836321, lr: 0.000400
+2024-01-29 14:59:05,259 - INFO - [Train] step: 3099, loss_rec: 0.014601, loss_vq: 0.015424, loss_commit: 0.015424, perplexity: 28.531729, lr: 0.000400
+2024-01-29 14:59:13,954 - INFO - [Train] step: 3199, loss_rec: 0.014081, loss_vq: 0.008333, loss_commit: 0.008333, perplexity: 28.909964, lr: 0.000400
+2024-01-29 14:59:22,323 - INFO - [Train] step: 3299, loss_rec: 0.014740, loss_vq: 0.010589, loss_commit: 0.010589, perplexity: 29.431017, lr: 0.000400
+2024-01-29 14:59:30,694 - INFO - [Train] step: 3399, loss_rec: 0.014623, loss_vq: 0.029621, loss_commit: 0.029621, perplexity: 30.103779, lr: 0.000400
+2024-01-29 14:59:39,061 - INFO - [Train] step: 3499, loss_rec: 0.013984, loss_vq: 0.033925, loss_commit: 0.033925, perplexity: 30.808830, lr: 0.000400
+2024-01-29 14:59:47,430 - INFO - [Train] step: 3599, loss_rec: 0.013878, loss_vq: 0.007861, loss_commit: 0.007861, perplexity: 30.989950, lr: 0.000400
+2024-01-29 14:59:55,799 - INFO - [Train] step: 3699, loss_rec: 0.013241, loss_vq: 0.009151, loss_commit: 0.009151, perplexity: 31.186855, lr: 0.000400
+2024-01-29 15:00:04,162 - INFO - [Train] step: 3799, loss_rec: 0.014271, loss_vq: 0.011014, loss_commit: 0.011014, perplexity: 30.814260, lr: 0.000400
+2024-01-29 15:00:12,920 - INFO - [Train] step: 3899, loss_rec: 0.012974, loss_vq: 0.010624, loss_commit: 0.010624, perplexity: 30.832161, lr: 0.000400
+2024-01-29 15:00:21,291 - INFO - [Train] step: 3999, loss_rec: 0.012895, loss_vq: 0.007716, loss_commit: 0.007716, perplexity: 31.646635, lr: 0.000400
+2024-01-29 15:00:29,734 - INFO - [Train] step: 4099, loss_rec: 0.013194, loss_vq: 0.008968, loss_commit: 0.008968, perplexity: 31.522533, lr: 0.000400
+2024-01-29 15:00:38,105 - INFO - [Train] step: 4199, loss_rec: 0.012271, loss_vq: 0.007267, loss_commit: 0.007267, perplexity: 31.691998, lr: 0.000400
+2024-01-29 15:00:46,476 - INFO - [Train] step: 4299, loss_rec: 0.012053, loss_vq: 0.006622, loss_commit: 0.006622, perplexity: 32.117264, lr: 0.000400
+2024-01-29 15:00:54,847 - INFO - [Train] step: 4399, loss_rec: 0.013239, loss_vq: 0.007116, loss_commit: 0.007116, perplexity: 31.447811, lr: 0.000400
+2024-01-29 15:01:03,577 - INFO - [Train] step: 4499, loss_rec: 0.011814, loss_vq: 0.008559, loss_commit: 0.008559, perplexity: 32.038368, lr: 0.000400
+2024-01-29 15:01:11,953 - INFO - [Train] step: 4599, loss_rec: 0.011567, loss_vq: 0.006981, loss_commit: 0.006981, perplexity: 32.887794, lr: 0.000400
+2024-01-29 15:01:20,326 - INFO - [Train] step: 4699, loss_rec: 0.012169, loss_vq: 0.006516, loss_commit: 0.006516, perplexity: 32.635525, lr: 0.000400
+2024-01-29 15:01:28,698 - INFO - [Train] step: 4799, loss_rec: 0.011531, loss_vq: 0.007214, loss_commit: 0.007214, perplexity: 32.688145, lr: 0.000400
+2024-01-29 15:01:37,070 - INFO - [Train] step: 4899, loss_rec: 0.011199, loss_vq: 0.008831, loss_commit: 0.008831, perplexity: 33.323975, lr: 0.000400
+2024-01-29 15:01:45,443 - INFO - [Train] step: 4999, loss_rec: 0.011251, loss_vq: 0.007814, loss_commit: 0.007814, perplexity: 32.908981, lr: 0.000400
+2024-01-29 15:01:54,295 - INFO - [Train] step: 5099, loss_rec: 0.010662, loss_vq: 0.008302, loss_commit: 0.008302, perplexity: 33.379539, lr: 0.000400
+2024-01-29 15:02:02,668 - INFO - [Train] step: 5199, loss_rec: 0.011340, loss_vq: 0.010219, loss_commit: 0.010219, perplexity: 35.183136, lr: 0.000400
+2024-01-29 15:02:11,040 - INFO - [Train] step: 5299, loss_rec: 0.010344, loss_vq: 0.007789, loss_commit: 0.007789, perplexity: 35.623665, lr: 0.000400
+2024-01-29 15:02:19,413 - INFO - [Train] step: 5399, loss_rec: 0.010285, loss_vq: 0.016777, loss_commit: 0.016777, perplexity: 36.894871, lr: 0.000400
+2024-01-29 15:02:27,787 - INFO - [Train] step: 5499, loss_rec: 0.009914, loss_vq: 0.007290, loss_commit: 0.007290, perplexity: 38.002609, lr: 0.000400
+2024-01-29 15:02:36,161 - INFO - [Train] step: 5599, loss_rec: 0.009820, loss_vq: 0.008596, loss_commit: 0.008596, perplexity: 39.180103, lr: 0.000400
+2024-01-29 15:02:44,533 - INFO - [Train] step: 5699, loss_rec: 0.009889, loss_vq: 0.007243, loss_commit: 0.007243, perplexity: 40.062160, lr: 0.000400
+2024-01-29 15:02:53,258 - INFO - [Train] step: 5799, loss_rec: 0.009795, loss_vq: 0.006577, loss_commit: 0.006577, perplexity: 39.845406, lr: 0.000400
+2024-01-29 15:03:01,636 - INFO - [Train] step: 5899, loss_rec: 0.010268, loss_vq: 0.006335, loss_commit: 0.006335, perplexity: 40.890198, lr: 0.000400
+2024-01-29 15:03:10,017 - INFO - [Train] step: 5999, loss_rec: 0.009027, loss_vq: 0.006584, loss_commit: 0.006584, perplexity: 41.103939, lr: 0.000400
+2024-01-29 15:03:18,464 - INFO - [Train] step: 6099, loss_rec: 0.009039, loss_vq: 0.007494, loss_commit: 0.007494, perplexity: 41.266254, lr: 0.000400
+2024-01-29 15:03:26,843 - INFO - [Train] step: 6199, loss_rec: 0.008689, loss_vq: 0.006276, loss_commit: 0.006276, perplexity: 40.912613, lr: 0.000400
+2024-01-29 15:03:35,216 - INFO - [Train] step: 6299, loss_rec: 0.008849, loss_vq: 0.006884, loss_commit: 0.006884, perplexity: 41.024982, lr: 0.000400
+2024-01-29 15:03:43,973 - INFO - [Train] step: 6399, loss_rec: 0.010015, loss_vq: 0.006698, loss_commit: 0.006698, perplexity: 41.998951, lr: 0.000400
+2024-01-29 15:03:52,346 - INFO - [Train] step: 6499, loss_rec: 0.008940, loss_vq: 0.007126, loss_commit: 0.007126, perplexity: 42.978062, lr: 0.000400
+2024-01-29 15:04:00,720 - INFO - [Train] step: 6599, loss_rec: 0.009185, loss_vq: 0.008006, loss_commit: 0.008006, perplexity: 43.134052, lr: 0.000400
+2024-01-29 15:04:09,093 - INFO - [Train] step: 6699, loss_rec: 0.008610, loss_vq: 0.007376, loss_commit: 0.007376, perplexity: 43.558758, lr: 0.000400
+2024-01-29 15:04:17,468 - INFO - [Train] step: 6799, loss_rec: 0.009475, loss_vq: 0.006880, loss_commit: 0.006880, perplexity: 43.381325, lr: 0.000400
+2024-01-29 15:04:25,841 - INFO - [Train] step: 6899, loss_rec: 0.008242, loss_vq: 0.006899, loss_commit: 0.006899, perplexity: 44.114140, lr: 0.000400
+2024-01-29 15:04:34,596 - INFO - [Train] step: 6999, loss_rec: 0.008104, loss_vq: 0.007436, loss_commit: 0.007436, perplexity: 43.799423, lr: 0.000400
+2024-01-29 15:04:43,043 - INFO - [Train] step: 7099, loss_rec: 0.008503, loss_vq: 0.006900, loss_commit: 0.006900, perplexity: 44.004799, lr: 0.000400
+2024-01-29 15:04:51,419 - INFO - [Train] step: 7199, loss_rec: 0.007912, loss_vq: 0.006878, loss_commit: 0.006878, perplexity: 43.564823, lr: 0.000400
+2024-01-29 15:04:59,794 - INFO - [Train] step: 7299, loss_rec: 0.008074, loss_vq: 0.006689, loss_commit: 0.006689, perplexity: 43.639099, lr: 0.000400
+2024-01-29 15:05:08,170 - INFO - [Train] step: 7399, loss_rec: 0.008021, loss_vq: 0.007273, loss_commit: 0.007273, perplexity: 45.165554, lr: 0.000400
+2024-01-29 15:05:16,543 - INFO - [Train] step: 7499, loss_rec: 0.008110, loss_vq: 0.007805, loss_commit: 0.007805, perplexity: 44.990414, lr: 0.000400
+2024-01-29 15:05:24,917 - INFO - [Train] step: 7599, loss_rec: 0.007867, loss_vq: 0.007026, loss_commit: 0.007026, perplexity: 44.677273, lr: 0.000400
+2024-01-29 15:05:33,650 - INFO - [Train] step: 7699, loss_rec: 0.008176, loss_vq: 0.007518, loss_commit: 0.007518, perplexity: 44.972923, lr: 0.000400
+2024-01-29 15:05:42,024 - INFO - [Train] step: 7799, loss_rec: 0.008295, loss_vq: 0.010344, loss_commit: 0.010344, perplexity: 46.907349, lr: 0.000400
+2024-01-29 15:05:50,405 - INFO - [Train] step: 7899, loss_rec: 0.007660, loss_vq: 0.008554, loss_commit: 0.008554, perplexity: 47.600739, lr: 0.000400
+2024-01-29 15:05:58,780 - INFO - [Train] step: 7999, loss_rec: 0.007936, loss_vq: 0.008937, loss_commit: 0.008937, perplexity: 49.677193, lr: 0.000400
+2024-01-29 15:06:07,228 - INFO - [Train] step: 8099, loss_rec: 0.007674, loss_vq: 0.009008, loss_commit: 0.009008, perplexity: 51.148342, lr: 0.000400
+2024-01-29 15:06:15,600 - INFO - [Train] step: 8199, loss_rec: 0.007327, loss_vq: 0.009305, loss_commit: 0.009305, perplexity: 53.100449, lr: 0.000400
+2024-01-29 15:06:24,293 - INFO - [Train] step: 8299, loss_rec: 0.007898, loss_vq: 0.009875, loss_commit: 0.009875, perplexity: 54.611275, lr: 0.000400
+2024-01-29 15:06:32,667 - INFO - [Train] step: 8399, loss_rec: 0.007489, loss_vq: 0.009773, loss_commit: 0.009773, perplexity: 56.579399, lr: 0.000400
+2024-01-29 15:06:41,042 - INFO - [Train] step: 8499, loss_rec: 0.007291, loss_vq: 0.010302, loss_commit: 0.010302, perplexity: 57.790131, lr: 0.000400
+2024-01-29 15:06:49,416 - INFO - [Train] step: 8599, loss_rec: 0.007656, loss_vq: 0.015361, loss_commit: 0.015361, perplexity: 60.594906, lr: 0.000400
+2024-01-29 15:06:57,791 - INFO - [Train] step: 8699, loss_rec: 0.007027, loss_vq: 0.008857, loss_commit: 0.008857, perplexity: 59.995224, lr: 0.000400
+2024-01-29 15:07:06,168 - INFO - [Train] step: 8799, loss_rec: 0.006986, loss_vq: 0.009237, loss_commit: 0.009237, perplexity: 61.884743, lr: 0.000400
+2024-01-29 15:07:14,924 - INFO - [Train] step: 8899, loss_rec: 0.006872, loss_vq: 0.008759, loss_commit: 0.008759, perplexity: 62.705624, lr: 0.000400
+2024-01-29 15:07:23,298 - INFO - [Train] step: 8999, loss_rec: 0.006359, loss_vq: 0.007636, loss_commit: 0.007636, perplexity: 63.107777, lr: 0.000400
+2024-01-29 15:07:31,747 - INFO - [Train] step: 9099, loss_rec: 0.006950, loss_vq: 0.008986, loss_commit: 0.008986, perplexity: 66.369949, lr: 0.000400
+2024-01-29 15:07:40,123 - INFO - [Train] step: 9199, loss_rec: 0.006814, loss_vq: 0.008093, loss_commit: 0.008093, perplexity: 66.854332, lr: 0.000400
+2024-01-29 15:07:48,500 - INFO - [Train] step: 9299, loss_rec: 0.006712, loss_vq: 0.009779, loss_commit: 0.009779, perplexity: 66.949493, lr: 0.000400
+2024-01-29 15:07:56,878 - INFO - [Train] step: 9399, loss_rec: 0.006587, loss_vq: 0.008736, loss_commit: 0.008736, perplexity: 67.803238, lr: 0.000400
+2024-01-29 15:08:05,255 - INFO - [Train] step: 9499, loss_rec: 0.006545, loss_vq: 0.008951, loss_commit: 0.008951, perplexity: 69.311722, lr: 0.000400
+2024-01-29 15:08:13,994 - INFO - [Train] step: 9599, loss_rec: 0.006187, loss_vq: 0.008375, loss_commit: 0.008375, perplexity: 68.618187, lr: 0.000400
+2024-01-29 15:08:22,368 - INFO - [Train] step: 9699, loss_rec: 0.006472, loss_vq: 0.008831, loss_commit: 0.008831, perplexity: 70.929558, lr: 0.000400
+2024-01-29 15:08:30,744 - INFO - [Train] step: 9799, loss_rec: 0.006410, loss_vq: 0.007879, loss_commit: 0.007879, perplexity: 71.131493, lr: 0.000400
+2024-01-29 15:08:39,118 - INFO - [Train] step: 9899, loss_rec: 0.006337, loss_vq: 0.008160, loss_commit: 0.008160, perplexity: 73.438675, lr: 0.000400
+2024-01-29 15:08:47,495 - INFO - [Train] step: 9999, loss_rec: 0.006612, loss_vq: 0.009301, loss_commit: 0.009301, perplexity: 73.881477, lr: 0.000400
+2024-01-29 15:08:55,982 - INFO - [Train] step: 10099, loss_rec: 0.006318, loss_vq: 0.008650, loss_commit: 0.008650, perplexity: 73.917488, lr: 0.000400
+2024-01-29 15:09:04,697 - INFO - [Train] step: 10199, loss_rec: 0.006363, loss_vq: 0.007896, loss_commit: 0.007896, perplexity: 73.959976, lr: 0.000400
+2024-01-29 15:09:13,075 - INFO - [Train] step: 10299, loss_rec: 0.006488, loss_vq: 0.008038, loss_commit: 0.008038, perplexity: 74.631912, lr: 0.000400
+2024-01-29 15:09:21,452 - INFO - [Train] step: 10399, loss_rec: 0.006016, loss_vq: 0.007748, loss_commit: 0.007748, perplexity: 76.100304, lr: 0.000400
+2024-01-29 15:09:29,829 - INFO - [Train] step: 10499, loss_rec: 0.006516, loss_vq: 0.007774, loss_commit: 0.007774, perplexity: 76.869720, lr: 0.000400
+2024-01-29 15:09:38,205 - INFO - [Train] step: 10599, loss_rec: 0.006205, loss_vq: 0.007619, loss_commit: 0.007619, perplexity: 77.753036, lr: 0.000400
+2024-01-29 15:09:46,580 - INFO - [Train] step: 10699, loss_rec: 0.006245, loss_vq: 0.007506, loss_commit: 0.007506, perplexity: 78.778572, lr: 0.000400
+2024-01-29 15:09:55,322 - INFO - [Train] step: 10799, loss_rec: 0.006202, loss_vq: 0.007401, loss_commit: 0.007401, perplexity: 79.144920, lr: 0.000400
+2024-01-29 15:10:03,698 - INFO - [Train] step: 10899, loss_rec: 0.005897, loss_vq: 0.008025, loss_commit: 0.008025, perplexity: 80.289909, lr: 0.000400
+2024-01-29 15:10:12,074 - INFO - [Train] step: 10999, loss_rec: 0.006121, loss_vq: 0.007362, loss_commit: 0.007362, perplexity: 80.681915, lr: 0.000400
+2024-01-29 15:10:20,523 - INFO - [Train] step: 11099, loss_rec: 0.006108, loss_vq: 0.007480, loss_commit: 0.007480, perplexity: 81.976662, lr: 0.000400
+2024-01-29 15:10:28,899 - INFO - [Train] step: 11199, loss_rec: 0.006083, loss_vq: 0.006868, loss_commit: 0.006868, perplexity: 82.131325, lr: 0.000400
+2024-01-29 15:10:37,274 - INFO - [Train] step: 11299, loss_rec: 0.006314, loss_vq: 0.007295, loss_commit: 0.007295, perplexity: 82.094360, lr: 0.000400
+2024-01-29 15:10:45,653 - INFO - [Train] step: 11399, loss_rec: 0.005955, loss_vq: 0.006959, loss_commit: 0.006959, perplexity: 82.004265, lr: 0.000400
+2024-01-29 15:10:54,401 - INFO - [Train] step: 11499, loss_rec: 0.006426, loss_vq: 0.008319, loss_commit: 0.008319, perplexity: 86.237923, lr: 0.000400
+2024-01-29 15:11:02,778 - INFO - [Train] step: 11599, loss_rec: 0.005592, loss_vq: 0.006637, loss_commit: 0.006637, perplexity: 83.294609, lr: 0.000400
+2024-01-29 15:11:11,158 - INFO - [Train] step: 11699, loss_rec: 0.005698, loss_vq: 0.006528, loss_commit: 0.006528, perplexity: 84.458420, lr: 0.000400
+2024-01-29 15:11:19,538 - INFO - [Train] step: 11799, loss_rec: 0.005714, loss_vq: 0.007342, loss_commit: 0.007342, perplexity: 85.769951, lr: 0.000400
+2024-01-29 15:11:27,918 - INFO - [Train] step: 11899, loss_rec: 0.005541, loss_vq: 0.006669, loss_commit: 0.006669, perplexity: 84.917847, lr: 0.000400
+2024-01-29 15:11:36,294 - INFO - [Train] step: 11999, loss_rec: 0.005844, loss_vq: 0.007116, loss_commit: 0.007116, perplexity: 87.023476, lr: 0.000400
+2024-01-29 15:11:45,074 - INFO - [Train] step: 12099, loss_rec: 0.006449, loss_vq: 0.008455, loss_commit: 0.008455, perplexity: 88.384750, lr: 0.000400
+2024-01-29 15:11:53,451 - INFO - [Train] step: 12199, loss_rec: 0.005919, loss_vq: 0.007703, loss_commit: 0.007703, perplexity: 87.888458, lr: 0.000400
+2024-01-29 15:12:01,829 - INFO - [Train] step: 12299, loss_rec: 0.006377, loss_vq: 0.007217, loss_commit: 0.007217, perplexity: 88.275368, lr: 0.000400
+2024-01-29 15:12:10,206 - INFO - [Train] step: 12399, loss_rec: 0.005914, loss_vq: 0.007542, loss_commit: 0.007542, perplexity: 88.764793, lr: 0.000400
+2024-01-29 15:12:18,584 - INFO - [Train] step: 12499, loss_rec: 0.005922, loss_vq: 0.006979, loss_commit: 0.006979, perplexity: 89.490631, lr: 0.000400
+2024-01-29 15:12:26,961 - INFO - [Train] step: 12599, loss_rec: 0.005615, loss_vq: 0.008314, loss_commit: 0.008314, perplexity: 88.695656, lr: 0.000400
+2024-01-29 15:12:35,355 - INFO - [Train] step: 12699, loss_rec: 0.005609, loss_vq: 0.007112, loss_commit: 0.007112, perplexity: 89.292549, lr: 0.000400
+2024-01-29 15:12:44,053 - INFO - [Train] step: 12799, loss_rec: 0.005659, loss_vq: 0.006928, loss_commit: 0.006928, perplexity: 89.319939, lr: 0.000400
+2024-01-29 15:12:52,428 - INFO - [Train] step: 12899, loss_rec: 0.005646, loss_vq: 0.007197, loss_commit: 0.007197, perplexity: 90.896439, lr: 0.000400
+2024-01-29 15:13:00,805 - INFO - [Train] step: 12999, loss_rec: 0.006213, loss_vq: 0.006801, loss_commit: 0.006801, perplexity: 90.572243, lr: 0.000400
+2024-01-29 15:13:09,255 - INFO - [Train] step: 13099, loss_rec: 0.005826, loss_vq: 0.009555, loss_commit: 0.009555, perplexity: 93.388168, lr: 0.000400
+2024-01-29 15:13:17,642 - INFO - [Train] step: 13199, loss_rec: 0.005505, loss_vq: 0.007342, loss_commit: 0.007342, perplexity: 92.202812, lr: 0.000400
+2024-01-29 15:13:26,023 - INFO - [Train] step: 13299, loss_rec: 0.005892, loss_vq: 0.007573, loss_commit: 0.007573, perplexity: 94.129364, lr: 0.000400
+2024-01-29 15:13:34,772 - INFO - [Train] step: 13399, loss_rec: 0.005914, loss_vq: 0.007353, loss_commit: 0.007353, perplexity: 93.464607, lr: 0.000400
+2024-01-29 15:13:43,151 - INFO - [Train] step: 13499, loss_rec: 0.005786, loss_vq: 0.007021, loss_commit: 0.007021, perplexity: 93.506821, lr: 0.000400
+2024-01-29 15:13:51,529 - INFO - [Train] step: 13599, loss_rec: 0.005694, loss_vq: 0.007460, loss_commit: 0.007460, perplexity: 94.473854, lr: 0.000400
+2024-01-29 15:13:59,906 - INFO - [Train] step: 13699, loss_rec: 0.005365, loss_vq: 0.006848, loss_commit: 0.006848, perplexity: 92.675461, lr: 0.000400
+2024-01-29 15:14:08,289 - INFO - [Train] step: 13799, loss_rec: 0.005590, loss_vq: 0.007334, loss_commit: 0.007334, perplexity: 94.702209, lr: 0.000400
+2024-01-29 15:14:16,668 - INFO - [Train] step: 13899, loss_rec: 0.005561, loss_vq: 0.008191, loss_commit: 0.008191, perplexity: 94.680542, lr: 0.000400
+2024-01-29 15:14:25,477 - INFO - [Train] step: 13999, loss_rec: 0.006602, loss_vq: 0.007093, loss_commit: 0.007093, perplexity: 94.567825, lr: 0.000400
+2024-01-29 15:14:33,927 - INFO - [Train] step: 14099, loss_rec: 0.005773, loss_vq: 0.007393, loss_commit: 0.007393, perplexity: 94.276260, lr: 0.000400
+2024-01-29 15:14:42,305 - INFO - [Train] step: 14199, loss_rec: 0.005557, loss_vq: 0.007184, loss_commit: 0.007184, perplexity: 94.501831, lr: 0.000400
+2024-01-29 15:14:50,682 - INFO - [Train] step: 14299, loss_rec: 0.005326, loss_vq: 0.007238, loss_commit: 0.007238, perplexity: 95.255241, lr: 0.000400
+2024-01-29 15:14:59,058 - INFO - [Train] step: 14399, loss_rec: 0.005584, loss_vq: 0.007229, loss_commit: 0.007229, perplexity: 95.543236, lr: 0.000400
+2024-01-29 15:15:07,435 - INFO - [Train] step: 14499, loss_rec: 0.005301, loss_vq: 0.007135, loss_commit: 0.007135, perplexity: 95.636765, lr: 0.000400
+2024-01-29 15:15:15,806 - INFO - [Train] step: 14599, loss_rec: 0.005855, loss_vq: 0.008368, loss_commit: 0.008368, perplexity: 96.775177, lr: 0.000400
+2024-01-29 15:15:24,550 - INFO - [Train] step: 14699, loss_rec: 0.005488, loss_vq: 0.007430, loss_commit: 0.007430, perplexity: 94.501831, lr: 0.000400
+2024-01-29 15:15:32,928 - INFO - [Train] step: 14799, loss_rec: 0.005286, loss_vq: 0.007348, loss_commit: 0.007348, perplexity: 96.876472, lr: 0.000400
+2024-01-29 15:15:41,306 - INFO - [Train] step: 14899, loss_rec: 0.005478, loss_vq: 0.007599, loss_commit: 0.007599, perplexity: 97.342865, lr: 0.000400
+2024-01-29 15:15:49,687 - INFO - [Train] step: 14999, loss_rec: 0.005072, loss_vq: 0.007278, loss_commit: 0.007278, perplexity: 96.112175, lr: 0.000400
+2024-01-29 15:15:58,138 - INFO - [Train] step: 15099, loss_rec: 0.005290, loss_vq: 0.007791, loss_commit: 0.007791, perplexity: 97.345558, lr: 0.000400
+2024-01-29 15:16:06,516 - INFO - [Train] step: 15199, loss_rec: 0.005269, loss_vq: 0.007915, loss_commit: 0.007915, perplexity: 96.820412, lr: 0.000400
+2024-01-29 15:16:15,255 - INFO - [Train] step: 15299, loss_rec: 0.005312, loss_vq: 0.007371, loss_commit: 0.007371, perplexity: 97.280128, lr: 0.000400
+2024-01-29 15:16:23,635 - INFO - [Train] step: 15399, loss_rec: 0.005270, loss_vq: 0.007198, loss_commit: 0.007198, perplexity: 98.042740, lr: 0.000400
+2024-01-29 15:16:32,014 - INFO - [Train] step: 15499, loss_rec: 0.005070, loss_vq: 0.007456, loss_commit: 0.007456, perplexity: 98.594910, lr: 0.000400
+2024-01-29 15:16:40,391 - INFO - [Train] step: 15599, loss_rec: 0.005327, loss_vq: 0.007505, loss_commit: 0.007505, perplexity: 98.528831, lr: 0.000400
+2024-01-29 15:16:48,769 - INFO - [Train] step: 15699, loss_rec: 0.004923, loss_vq: 0.007644, loss_commit: 0.007644, perplexity: 97.865517, lr: 0.000400
+2024-01-29 15:16:57,146 - INFO - [Train] step: 15799, loss_rec: 0.004958, loss_vq: 0.007403, loss_commit: 0.007403, perplexity: 98.390747, lr: 0.000400
+2024-01-29 15:17:05,870 - INFO - [Train] step: 15899, loss_rec: 0.005158, loss_vq: 0.007572, loss_commit: 0.007572, perplexity: 100.846710, lr: 0.000400
+2024-01-29 15:17:14,249 - INFO - [Train] step: 15999, loss_rec: 0.005355, loss_vq: 0.007537, loss_commit: 0.007537, perplexity: 100.515404, lr: 0.000400
+2024-01-29 15:17:22,701 - INFO - [Train] step: 16099, loss_rec: 0.005083, loss_vq: 0.007882, loss_commit: 0.007882, perplexity: 100.654068, lr: 0.000400
+2024-01-29 15:17:31,078 - INFO - [Train] step: 16199, loss_rec: 0.005105, loss_vq: 0.007417, loss_commit: 0.007417, perplexity: 100.960793, lr: 0.000400
+2024-01-29 15:17:39,456 - INFO - [Train] step: 16299, loss_rec: 0.004990, loss_vq: 0.008020, loss_commit: 0.008020, perplexity: 100.893661, lr: 0.000400
+2024-01-29 15:17:47,832 - INFO - [Train] step: 16399, loss_rec: 0.005215, loss_vq: 0.008202, loss_commit: 0.008202, perplexity: 102.577446, lr: 0.000400
+2024-01-29 15:17:56,211 - INFO - [Train] step: 16499, loss_rec: 0.004932, loss_vq: 0.008084, loss_commit: 0.008084, perplexity: 102.353668, lr: 0.000400
+2024-01-29 15:18:04,936 - INFO - [Train] step: 16599, loss_rec: 0.004853, loss_vq: 0.007982, loss_commit: 0.007982, perplexity: 101.958229, lr: 0.000400
+2024-01-29 15:18:13,315 - INFO - [Train] step: 16699, loss_rec: 0.005161, loss_vq: 0.008823, loss_commit: 0.008823, perplexity: 102.596283, lr: 0.000400
+2024-01-29 15:18:21,696 - INFO - [Train] step: 16799, loss_rec: 0.005246, loss_vq: 0.009236, loss_commit: 0.009236, perplexity: 102.884888, lr: 0.000400
+2024-01-29 15:18:30,077 - INFO - [Train] step: 16899, loss_rec: 0.005711, loss_vq: 0.007750, loss_commit: 0.007750, perplexity: 103.179665, lr: 0.000400
+2024-01-29 15:18:38,463 - INFO - [Train] step: 16999, loss_rec: 0.005286, loss_vq: 0.008919, loss_commit: 0.008919, perplexity: 105.444725, lr: 0.000400
+2024-01-29 15:18:46,917 - INFO - [Train] step: 17099, loss_rec: 0.005388, loss_vq: 0.008536, loss_commit: 0.008536, perplexity: 105.316650, lr: 0.000400
+2024-01-29 15:18:55,644 - INFO - [Train] step: 17199, loss_rec: 0.005330, loss_vq: 0.007843, loss_commit: 0.007843, perplexity: 103.624008, lr: 0.000400
+2024-01-29 15:19:04,022 - INFO - [Train] step: 17299, loss_rec: 0.005013, loss_vq: 0.008538, loss_commit: 0.008538, perplexity: 104.371124, lr: 0.000400
+2024-01-29 15:19:12,401 - INFO - [Train] step: 17399, loss_rec: 0.005064, loss_vq: 0.008342, loss_commit: 0.008342, perplexity: 104.870392, lr: 0.000400
+2024-01-29 15:19:20,778 - INFO - [Train] step: 17499, loss_rec: 0.005188, loss_vq: 0.007700, loss_commit: 0.007700, perplexity: 104.418015, lr: 0.000400
+2024-01-29 15:19:29,157 - INFO - [Train] step: 17599, loss_rec: 0.004828, loss_vq: 0.007749, loss_commit: 0.007749, perplexity: 104.470955, lr: 0.000400
+2024-01-29 15:19:37,535 - INFO - [Train] step: 17699, loss_rec: 0.004826, loss_vq: 0.008298, loss_commit: 0.008298, perplexity: 104.105850, lr: 0.000400
+2024-01-29 15:19:46,275 - INFO - [Train] step: 17799, loss_rec: 0.004950, loss_vq: 0.008340, loss_commit: 0.008340, perplexity: 105.344673, lr: 0.000400
+2024-01-29 15:19:54,655 - INFO - [Train] step: 17899, loss_rec: 0.005051, loss_vq: 0.007729, loss_commit: 0.007729, perplexity: 104.172195, lr: 0.000400
+2024-01-29 15:20:03,035 - INFO - [Train] step: 17999, loss_rec: 0.004865, loss_vq: 0.008096, loss_commit: 0.008096, perplexity: 106.895493, lr: 0.000400
+2024-01-29 15:20:11,491 - INFO - [Train] step: 18099, loss_rec: 0.005046, loss_vq: 0.010683, loss_commit: 0.010683, perplexity: 106.441994, lr: 0.000400
+2024-01-29 15:20:19,871 - INFO - [Train] step: 18199, loss_rec: 0.005008, loss_vq: 0.008693, loss_commit: 0.008693, perplexity: 106.862617, lr: 0.000400
+2024-01-29 15:20:28,253 - INFO - [Train] step: 18299, loss_rec: 0.005155, loss_vq: 0.008212, loss_commit: 0.008212, perplexity: 108.262970, lr: 0.000400
+2024-01-29 15:20:36,628 - INFO - [Train] step: 18399, loss_rec: 0.005316, loss_vq: 0.009073, loss_commit: 0.009073, perplexity: 107.679649, lr: 0.000400
+2024-01-29 15:20:45,354 - INFO - [Train] step: 18499, loss_rec: 0.004695, loss_vq: 0.007776, loss_commit: 0.007776, perplexity: 105.163437, lr: 0.000400
+2024-01-29 15:20:53,734 - INFO - [Train] step: 18599, loss_rec: 0.004805, loss_vq: 0.007870, loss_commit: 0.007870, perplexity: 107.120056, lr: 0.000400
+2024-01-29 15:21:02,113 - INFO - [Train] step: 18699, loss_rec: 0.004920, loss_vq: 0.007938, loss_commit: 0.007938, perplexity: 109.142838, lr: 0.000400
+2024-01-29 15:21:10,491 - INFO - [Train] step: 18799, loss_rec: 0.005086, loss_vq: 0.008653, loss_commit: 0.008653, perplexity: 108.757103, lr: 0.000400
+2024-01-29 15:21:18,869 - INFO - [Train] step: 18899, loss_rec: 0.004751, loss_vq: 0.007820, loss_commit: 0.007820, perplexity: 108.108360, lr: 0.000400
+2024-01-29 15:21:27,250 - INFO - [Train] step: 18999, loss_rec: 0.004724, loss_vq: 0.008057, loss_commit: 0.008057, perplexity: 108.442520, lr: 0.000400
+2024-01-29 15:21:36,082 - INFO - [Train] step: 19099, loss_rec: 0.004645, loss_vq: 0.007718, loss_commit: 0.007718, perplexity: 107.312691, lr: 0.000400
+2024-01-29 15:21:44,460 - INFO - [Train] step: 19199, loss_rec: 0.004779, loss_vq: 0.008026, loss_commit: 0.008026, perplexity: 109.195518, lr: 0.000400
+2024-01-29 15:21:52,839 - INFO - [Train] step: 19299, loss_rec: 0.004722, loss_vq: 0.008604, loss_commit: 0.008604, perplexity: 109.328064, lr: 0.000400
+2024-01-29 15:22:01,218 - INFO - [Train] step: 19399, loss_rec: 0.004706, loss_vq: 0.007548, loss_commit: 0.007548, perplexity: 108.508461, lr: 0.000400
+2024-01-29 15:22:09,597 - INFO - [Train] step: 19499, loss_rec: 0.004715, loss_vq: 0.008284, loss_commit: 0.008284, perplexity: 110.777573, lr: 0.000400
+2024-01-29 15:22:17,975 - INFO - [Train] step: 19599, loss_rec: 0.004858, loss_vq: 0.008093, loss_commit: 0.008093, perplexity: 110.186897, lr: 0.000400
+2024-01-29 15:22:26,727 - INFO - [Train] step: 19699, loss_rec: 0.004747, loss_vq: 0.007847, loss_commit: 0.007847, perplexity: 108.471115, lr: 0.000400
+2024-01-29 15:22:35,108 - INFO - [Train] step: 19799, loss_rec: 0.004378, loss_vq: 0.007607, loss_commit: 0.007607, perplexity: 108.530144, lr: 0.000400
+2024-01-29 15:22:43,488 - INFO - [Train] step: 19899, loss_rec: 0.004831, loss_vq: 0.007359, loss_commit: 0.007359, perplexity: 109.234314, lr: 0.000400
+2024-01-29 15:22:51,870 - INFO - [Train] step: 19999, loss_rec: 0.004636, loss_vq: 0.007881, loss_commit: 0.007881, perplexity: 110.389999, lr: 0.000400
+2024-01-29 15:23:00,360 - INFO - [Train] step: 20099, loss_rec: 0.004579, loss_vq: 0.007742, loss_commit: 0.007742, perplexity: 110.630981, lr: 0.000400
+2024-01-29 15:23:08,743 - INFO - [Train] step: 20199, loss_rec: 0.004771, loss_vq: 0.007720, loss_commit: 0.007720, perplexity: 109.326187, lr: 0.000400
+2024-01-29 15:23:17,123 - INFO - [Train] step: 20299, loss_rec: 0.004676, loss_vq: 0.007766, loss_commit: 0.007766, perplexity: 111.079651, lr: 0.000400
+2024-01-29 15:23:25,858 - INFO - [Train] step: 20399, loss_rec: 0.004699, loss_vq: 0.008174, loss_commit: 0.008174, perplexity: 111.363503, lr: 0.000400
+2024-01-29 15:23:34,237 - INFO - [Train] step: 20499, loss_rec: 0.004501, loss_vq: 0.007585, loss_commit: 0.007585, perplexity: 110.029495, lr: 0.000400
+2024-01-29 15:23:42,616 - INFO - [Train] step: 20599, loss_rec: 0.004645, loss_vq: 0.008019, loss_commit: 0.008019, perplexity: 112.124382, lr: 0.000400
+2024-01-29 15:23:50,997 - INFO - [Train] step: 20699, loss_rec: 0.004854, loss_vq: 0.008900, loss_commit: 0.008900, perplexity: 112.043633, lr: 0.000400
+2024-01-29 15:23:59,376 - INFO - [Train] step: 20799, loss_rec: 0.004510, loss_vq: 0.007528, loss_commit: 0.007528, perplexity: 110.954247, lr: 0.000400
+2024-01-29 15:24:07,757 - INFO - [Train] step: 20899, loss_rec: 0.004691, loss_vq: 0.007893, loss_commit: 0.007893, perplexity: 111.525948, lr: 0.000400
+2024-01-29 15:24:16,515 - INFO - [Train] step: 20999, loss_rec: 0.004646, loss_vq: 0.008266, loss_commit: 0.008266, perplexity: 112.192032, lr: 0.000400
+2024-01-29 15:24:24,968 - INFO - [Train] step: 21099, loss_rec: 0.004467, loss_vq: 0.007564, loss_commit: 0.007564, perplexity: 111.306107, lr: 0.000400
+2024-01-29 15:24:33,349 - INFO - [Train] step: 21199, loss_rec: 0.004510, loss_vq: 0.007580, loss_commit: 0.007580, perplexity: 111.986900, lr: 0.000400
+2024-01-29 15:24:41,730 - INFO - [Train] step: 21299, loss_rec: 0.004584, loss_vq: 0.007815, loss_commit: 0.007815, perplexity: 111.646782, lr: 0.000400
+2024-01-29 15:24:50,114 - INFO - [Train] step: 21399, loss_rec: 0.004635, loss_vq: 0.007986, loss_commit: 0.007986, perplexity: 111.780167, lr: 0.000400
+2024-01-29 15:24:58,495 - INFO - [Train] step: 21499, loss_rec: 0.004636, loss_vq: 0.010752, loss_commit: 0.010752, perplexity: 112.462845, lr: 0.000400
+2024-01-29 15:25:07,233 - INFO - [Train] step: 21599, loss_rec: 0.004410, loss_vq: 0.007702, loss_commit: 0.007702, perplexity: 110.608040, lr: 0.000400
+2024-01-29 15:25:15,614 - INFO - [Train] step: 21699, loss_rec: 0.004513, loss_vq: 0.007773, loss_commit: 0.007773, perplexity: 112.352745, lr: 0.000400
+2024-01-29 15:25:23,995 - INFO - [Train] step: 21799, loss_rec: 0.004533, loss_vq: 0.008188, loss_commit: 0.008188, perplexity: 112.689758, lr: 0.000400
+2024-01-29 15:25:32,376 - INFO - [Train] step: 21899, loss_rec: 0.004554, loss_vq: 0.007641, loss_commit: 0.007641, perplexity: 112.909950, lr: 0.000400
+2024-01-29 15:25:40,756 - INFO - [Train] step: 21999, loss_rec: 0.004785, loss_vq: 0.008577, loss_commit: 0.008577, perplexity: 113.651817, lr: 0.000400
+2024-01-29 15:25:49,208 - INFO - [Train] step: 22099, loss_rec: 0.004715, loss_vq: 0.008472, loss_commit: 0.008472, perplexity: 114.414154, lr: 0.000400
+2024-01-29 15:25:57,588 - INFO - [Train] step: 22199, loss_rec: 0.004756, loss_vq: 0.007785, loss_commit: 0.007785, perplexity: 114.642647, lr: 0.000400
+2024-01-29 15:26:06,400 - INFO - [Train] step: 22299, loss_rec: 0.004585, loss_vq: 0.008397, loss_commit: 0.008397, perplexity: 114.568443, lr: 0.000400
+2024-01-29 15:26:14,777 - INFO - [Train] step: 22399, loss_rec: 0.004538, loss_vq: 0.007656, loss_commit: 0.007656, perplexity: 114.684692, lr: 0.000400
+2024-01-29 15:26:23,156 - INFO - [Train] step: 22499, loss_rec: 0.004391, loss_vq: 0.007675, loss_commit: 0.007675, perplexity: 114.266670, lr: 0.000400
+2024-01-29 15:26:31,535 - INFO - [Train] step: 22599, loss_rec: 0.004458, loss_vq: 0.007694, loss_commit: 0.007694, perplexity: 115.180122, lr: 0.000400
+2024-01-29 15:26:39,915 - INFO - [Train] step: 22699, loss_rec: 0.004425, loss_vq: 0.007479, loss_commit: 0.007479, perplexity: 115.003029, lr: 0.000400
+2024-01-29 15:26:48,295 - INFO - [Train] step: 22799, loss_rec: 0.004396, loss_vq: 0.007450, loss_commit: 0.007450, perplexity: 113.685966, lr: 0.000400
+2024-01-29 15:26:57,067 - INFO - [Train] step: 22899, loss_rec: 0.004454, loss_vq: 0.008222, loss_commit: 0.008222, perplexity: 116.099541, lr: 0.000400
+2024-01-29 15:27:05,447 - INFO - [Train] step: 22999, loss_rec: 0.004613, loss_vq: 0.007801, loss_commit: 0.007801, perplexity: 117.016258, lr: 0.000400
+2024-01-29 15:27:13,899 - INFO - [Train] step: 23099, loss_rec: 0.004450, loss_vq: 0.007626, loss_commit: 0.007626, perplexity: 116.687248, lr: 0.000400
+2024-01-29 15:27:22,284 - INFO - [Train] step: 23199, loss_rec: 0.004473, loss_vq: 0.007666, loss_commit: 0.007666, perplexity: 116.006577, lr: 0.000400
+2024-01-29 15:27:30,663 - INFO - [Train] step: 23299, loss_rec: 0.004509, loss_vq: 0.007529, loss_commit: 0.007529, perplexity: 115.401115, lr: 0.000400
+2024-01-29 15:27:39,040 - INFO - [Train] step: 23399, loss_rec: 0.004487, loss_vq: 0.008602, loss_commit: 0.008602, perplexity: 116.415085, lr: 0.000400
+2024-01-29 15:27:47,734 - INFO - [Train] step: 23499, loss_rec: 0.004415, loss_vq: 0.007691, loss_commit: 0.007691, perplexity: 117.354317, lr: 0.000400
+2024-01-29 15:27:56,114 - INFO - [Train] step: 23599, loss_rec: 0.004389, loss_vq: 0.012081, loss_commit: 0.012081, perplexity: 116.743172, lr: 0.000400
+2024-01-29 15:28:04,496 - INFO - [Train] step: 23699, loss_rec: 0.004354, loss_vq: 0.007566, loss_commit: 0.007566, perplexity: 118.391769, lr: 0.000400
+2024-01-29 15:28:12,886 - INFO - [Train] step: 23799, loss_rec: 0.004377, loss_vq: 0.007712, loss_commit: 0.007712, perplexity: 118.531639, lr: 0.000400
+2024-01-29 15:28:21,272 - INFO - [Train] step: 23899, loss_rec: 0.004390, loss_vq: 0.007612, loss_commit: 0.007612, perplexity: 117.993820, lr: 0.000400
+2024-01-29 15:28:29,655 - INFO - [Train] step: 23999, loss_rec: 0.004387, loss_vq: 0.007464, loss_commit: 0.007464, perplexity: 118.829704, lr: 0.000400
+2024-01-29 15:28:38,118 - INFO - [Train] step: 24099, loss_rec: 0.004475, loss_vq: 0.008180, loss_commit: 0.008180, perplexity: 120.395775, lr: 0.000400
+2024-01-29 15:28:46,824 - INFO - [Train] step: 24199, loss_rec: 0.004417, loss_vq: 0.007384, loss_commit: 0.007384, perplexity: 119.274757, lr: 0.000400
+2024-01-29 15:28:55,203 - INFO - [Train] step: 24299, loss_rec: 0.004279, loss_vq: 0.007594, loss_commit: 0.007594, perplexity: 119.937195, lr: 0.000400
+2024-01-29 15:29:03,583 - INFO - [Train] step: 24399, loss_rec: 0.004248, loss_vq: 0.007370, loss_commit: 0.007370, perplexity: 118.631607, lr: 0.000400
+2024-01-29 15:29:11,960 - INFO - [Train] step: 24499, loss_rec: 0.004344, loss_vq: 0.007485, loss_commit: 0.007485, perplexity: 118.786194, lr: 0.000400
+2024-01-29 15:29:20,335 - INFO - [Train] step: 24599, loss_rec: 0.004505, loss_vq: 0.007627, loss_commit: 0.007627, perplexity: 119.505104, lr: 0.000400
+2024-01-29 15:29:28,712 - INFO - [Train] step: 24699, loss_rec: 0.004398, loss_vq: 0.007443, loss_commit: 0.007443, perplexity: 120.597153, lr: 0.000400
+2024-01-29 15:29:37,444 - INFO - [Train] step: 24799, loss_rec: 0.004471, loss_vq: 0.015538, loss_commit: 0.015538, perplexity: 119.745018, lr: 0.000400
+2024-01-29 15:29:45,818 - INFO - [Train] step: 24899, loss_rec: 0.004403, loss_vq: 0.007529, loss_commit: 0.007529, perplexity: 121.131523, lr: 0.000400
+2024-01-29 15:29:54,191 - INFO - [Train] step: 24999, loss_rec: 0.004361, loss_vq: 0.007718, loss_commit: 0.007718, perplexity: 121.320084, lr: 0.000400
+2024-01-29 15:30:02,637 - INFO - [Train] step: 25099, loss_rec: 0.004421, loss_vq: 0.008238, loss_commit: 0.008238, perplexity: 121.538544, lr: 0.000400
+2024-01-29 15:30:11,009 - INFO - [Train] step: 25199, loss_rec: 0.004319, loss_vq: 0.007885, loss_commit: 0.007885, perplexity: 120.068237, lr: 0.000400
+2024-01-29 15:30:19,390 - INFO - [Train] step: 25299, loss_rec: 0.004253, loss_vq: 0.008597, loss_commit: 0.008597, perplexity: 121.446144, lr: 0.000400
+2024-01-29 15:30:27,779 - INFO - [Train] step: 25399, loss_rec: 0.004281, loss_vq: 0.007803, loss_commit: 0.007803, perplexity: 121.593788, lr: 0.000400
+2024-01-29 15:30:36,471 - INFO - [Train] step: 25499, loss_rec: 0.004170, loss_vq: 0.007727, loss_commit: 0.007727, perplexity: 120.748947, lr: 0.000400
+2024-01-29 15:30:44,845 - INFO - [Train] step: 25599, loss_rec: 0.004337, loss_vq: 0.007770, loss_commit: 0.007770, perplexity: 122.769371, lr: 0.000400
+2024-01-29 15:30:53,217 - INFO - [Train] step: 25699, loss_rec: 0.004509, loss_vq: 0.008013, loss_commit: 0.008013, perplexity: 123.402534, lr: 0.000400
+2024-01-29 15:31:01,590 - INFO - [Train] step: 25799, loss_rec: 0.004265, loss_vq: 0.007347, loss_commit: 0.007347, perplexity: 122.223000, lr: 0.000400
+2024-01-29 15:31:09,964 - INFO - [Train] step: 25899, loss_rec: 0.004360, loss_vq: 0.007596, loss_commit: 0.007596, perplexity: 122.643333, lr: 0.000400
+2024-01-29 15:31:18,335 - INFO - [Train] step: 25999, loss_rec: 0.004263, loss_vq: 0.007272, loss_commit: 0.007272, perplexity: 122.198982, lr: 0.000400
+2024-01-29 15:31:27,168 - INFO - [Train] step: 26099, loss_rec: 0.004136, loss_vq: 0.007371, loss_commit: 0.007371, perplexity: 122.537415, lr: 0.000400
+2024-01-29 15:31:35,539 - INFO - [Train] step: 26199, loss_rec: 0.004546, loss_vq: 0.008089, loss_commit: 0.008089, perplexity: 125.746155, lr: 0.000400
+2024-01-29 15:31:43,912 - INFO - [Train] step: 26299, loss_rec: 0.004340, loss_vq: 0.007962, loss_commit: 0.007962, perplexity: 124.693893, lr: 0.000400
+2024-01-29 15:31:52,285 - INFO - [Train] step: 26399, loss_rec: 0.004513, loss_vq: 0.008102, loss_commit: 0.008102, perplexity: 125.732964, lr: 0.000400
+2024-01-29 15:32:00,658 - INFO - [Train] step: 26499, loss_rec: 0.004236, loss_vq: 0.007781, loss_commit: 0.007781, perplexity: 124.309799, lr: 0.000400
+2024-01-29 15:32:09,030 - INFO - [Train] step: 26599, loss_rec: 0.004271, loss_vq: 0.007554, loss_commit: 0.007554, perplexity: 124.562927, lr: 0.000400
+2024-01-29 15:32:17,784 - INFO - [Train] step: 26699, loss_rec: 0.004302, loss_vq: 0.007593, loss_commit: 0.007593, perplexity: 123.115364, lr: 0.000400
+2024-01-29 15:32:26,155 - INFO - [Train] step: 26799, loss_rec: 0.004231, loss_vq: 0.007757, loss_commit: 0.007757, perplexity: 124.413330, lr: 0.000400
+2024-01-29 15:32:34,527 - INFO - [Train] step: 26899, loss_rec: 0.004316, loss_vq: 0.007581, loss_commit: 0.007581, perplexity: 124.588699, lr: 0.000400
+2024-01-29 15:32:42,901 - INFO - [Train] step: 26999, loss_rec: 0.004366, loss_vq: 0.007599, loss_commit: 0.007599, perplexity: 124.354439, lr: 0.000400
+2024-01-29 15:32:51,345 - INFO - [Train] step: 27099, loss_rec: 0.004163, loss_vq: 0.007828, loss_commit: 0.007828, perplexity: 124.018028, lr: 0.000400
+2024-01-29 15:32:59,717 - INFO - [Train] step: 27199, loss_rec: 0.004057, loss_vq: 0.007647, loss_commit: 0.007647, perplexity: 123.425072, lr: 0.000400
+2024-01-29 15:33:08,083 - INFO - [Train] step: 27299, loss_rec: 0.004258, loss_vq: 0.008012, loss_commit: 0.008012, perplexity: 124.581749, lr: 0.000400
+2024-01-29 15:33:16,835 - INFO - [Train] step: 27399, loss_rec: 0.004366, loss_vq: 0.007904, loss_commit: 0.007904, perplexity: 125.644203, lr: 0.000400
+2024-01-29 15:33:25,207 - INFO - [Train] step: 27499, loss_rec: 0.004229, loss_vq: 0.006996, loss_commit: 0.006996, perplexity: 122.907837, lr: 0.000400
+2024-01-29 15:33:33,579 - INFO - [Train] step: 27599, loss_rec: 0.004237, loss_vq: 0.007482, loss_commit: 0.007482, perplexity: 124.630058, lr: 0.000400
+2024-01-29 15:33:41,950 - INFO - [Train] step: 27699, loss_rec: 0.004148, loss_vq: 0.006881, loss_commit: 0.006881, perplexity: 122.684158, lr: 0.000400
+2024-01-29 15:33:50,322 - INFO - [Train] step: 27799, loss_rec: 0.004266, loss_vq: 0.008246, loss_commit: 0.008246, perplexity: 124.880386, lr: 0.000400
+2024-01-29 15:33:58,694 - INFO - [Train] step: 27899, loss_rec: 0.004584, loss_vq: 0.007417, loss_commit: 0.007417, perplexity: 125.536354, lr: 0.000400
+2024-01-29 15:34:07,386 - INFO - [Train] step: 27999, loss_rec: 0.004616, loss_vq: 0.008251, loss_commit: 0.008251, perplexity: 128.674149, lr: 0.000400
+2024-01-29 15:34:15,831 - INFO - [Train] step: 28099, loss_rec: 0.004155, loss_vq: 0.007447, loss_commit: 0.007447, perplexity: 125.127632, lr: 0.000400
+2024-01-29 15:34:24,203 - INFO - [Train] step: 28199, loss_rec: 0.004194, loss_vq: 0.007317, loss_commit: 0.007317, perplexity: 125.860016, lr: 0.000400
+2024-01-29 15:34:32,575 - INFO - [Train] step: 28299, loss_rec: 0.004004, loss_vq: 0.007385, loss_commit: 0.007385, perplexity: 125.209343, lr: 0.000400
+2024-01-29 15:34:40,956 - INFO - [Train] step: 28399, loss_rec: 0.004684, loss_vq: 0.008050, loss_commit: 0.008050, perplexity: 129.686722, lr: 0.000400
+2024-01-29 15:34:49,329 - INFO - [Train] step: 28499, loss_rec: 0.004037, loss_vq: 0.007216, loss_commit: 0.007216, perplexity: 127.323265, lr: 0.000400
+2024-01-29 15:34:58,065 - INFO - [Train] step: 28599, loss_rec: 0.004169, loss_vq: 0.007501, loss_commit: 0.007501, perplexity: 127.391342, lr: 0.000400
+2024-01-29 15:35:06,438 - INFO - [Train] step: 28699, loss_rec: 0.004172, loss_vq: 0.007359, loss_commit: 0.007359, perplexity: 126.699043, lr: 0.000400
+2024-01-29 15:35:14,812 - INFO - [Train] step: 28799, loss_rec: 0.004158, loss_vq: 0.007258, loss_commit: 0.007258, perplexity: 125.699463, lr: 0.000400
+2024-01-29 15:35:23,183 - INFO - [Train] step: 28899, loss_rec: 0.004219, loss_vq: 0.007538, loss_commit: 0.007538, perplexity: 128.371704, lr: 0.000400
+2024-01-29 15:35:31,555 - INFO - [Train] step: 28999, loss_rec: 0.004112, loss_vq: 0.007276, loss_commit: 0.007276, perplexity: 127.706573, lr: 0.000400
+2024-01-29 15:35:40,003 - INFO - [Train] step: 29099, loss_rec: 0.004132, loss_vq: 0.007342, loss_commit: 0.007342, perplexity: 127.599510, lr: 0.000400
+2024-01-29 15:35:48,370 - INFO - [Train] step: 29199, loss_rec: 0.004220, loss_vq: 0.007723, loss_commit: 0.007723, perplexity: 129.234131, lr: 0.000400
+2024-01-29 15:35:57,097 - INFO - [Train] step: 29299, loss_rec: 0.004243, loss_vq: 0.007407, loss_commit: 0.007407, perplexity: 129.954712, lr: 0.000400
+2024-01-29 15:36:05,473 - INFO - [Train] step: 29399, loss_rec: 0.004030, loss_vq: 0.007277, loss_commit: 0.007277, perplexity: 128.369919, lr: 0.000400
+2024-01-29 15:36:13,847 - INFO - [Train] step: 29499, loss_rec: 0.004212, loss_vq: 0.007171, loss_commit: 0.007171, perplexity: 128.234772, lr: 0.000400
+2024-01-29 15:36:22,222 - INFO - [Train] step: 29599, loss_rec: 0.003932, loss_vq: 0.007024, loss_commit: 0.007024, perplexity: 127.254318, lr: 0.000400
+2024-01-29 15:36:30,596 - INFO - [Train] step: 29699, loss_rec: 0.004269, loss_vq: 0.007490, loss_commit: 0.007490, perplexity: 129.757629, lr: 0.000400
+2024-01-29 15:36:38,971 - INFO - [Train] step: 29799, loss_rec: 0.004384, loss_vq: 0.007741, loss_commit: 0.007741, perplexity: 128.684021, lr: 0.000400
+2024-01-29 15:36:47,713 - INFO - [Train] step: 29899, loss_rec: 0.004233, loss_vq: 0.007769, loss_commit: 0.007769, perplexity: 130.627747, lr: 0.000400
+2024-01-29 15:36:56,087 - INFO - [Train] step: 29999, loss_rec: 0.004304, loss_vq: 0.007537, loss_commit: 0.007537, perplexity: 130.555511, lr: 0.000400
+2024-01-29 15:37:04,570 - INFO - [Train] step: 30099, loss_rec: 0.004099, loss_vq: 0.007647, loss_commit: 0.007647, perplexity: 129.843399, lr: 0.000400
+2024-01-29 15:37:12,947 - INFO - [Train] step: 30199, loss_rec: 0.004158, loss_vq: 0.007297, loss_commit: 0.007297, perplexity: 129.016785, lr: 0.000400
+2024-01-29 15:37:21,319 - INFO - [Train] step: 30299, loss_rec: 0.004036, loss_vq: 0.007243, loss_commit: 0.007243, perplexity: 130.220825, lr: 0.000400
+2024-01-29 15:37:29,691 - INFO - [Train] step: 30399, loss_rec: 0.004443, loss_vq: 0.008543, loss_commit: 0.008543, perplexity: 133.295074, lr: 0.000400
+2024-01-29 15:37:38,391 - INFO - [Train] step: 30499, loss_rec: 0.004144, loss_vq: 0.007542, loss_commit: 0.007542, perplexity: 131.436935, lr: 0.000400
+2024-01-29 15:37:46,768 - INFO - [Train] step: 30599, loss_rec: 0.004129, loss_vq: 0.007263, loss_commit: 0.007263, perplexity: 130.508835, lr: 0.000400
+2024-01-29 15:37:55,148 - INFO - [Train] step: 30699, loss_rec: 0.004318, loss_vq: 0.007344, loss_commit: 0.007344, perplexity: 129.863968, lr: 0.000400
+2024-01-29 15:38:03,522 - INFO - [Train] step: 30799, loss_rec: 0.003861, loss_vq: 0.007025, loss_commit: 0.007025, perplexity: 130.718842, lr: 0.000400
+2024-01-29 15:38:11,897 - INFO - [Train] step: 30899, loss_rec: 0.004170, loss_vq: 0.007404, loss_commit: 0.007404, perplexity: 132.177887, lr: 0.000400
+2024-01-29 15:38:20,271 - INFO - [Train] step: 30999, loss_rec: 0.004127, loss_vq: 0.007158, loss_commit: 0.007158, perplexity: 130.745712, lr: 0.000400
+2024-01-29 15:38:28,715 - INFO - [Train] step: 31099, loss_rec: 0.003906, loss_vq: 0.007313, loss_commit: 0.007313, perplexity: 131.610962, lr: 0.000400
+2024-01-29 15:38:37,440 - INFO - [Train] step: 31199, loss_rec: 0.003999, loss_vq: 0.007238, loss_commit: 0.007238, perplexity: 134.057617, lr: 0.000400
+2024-01-29 15:38:45,818 - INFO - [Train] step: 31299, loss_rec: 0.003928, loss_vq: 0.006936, loss_commit: 0.006936, perplexity: 131.891556, lr: 0.000400
+2024-01-29 15:38:54,198 - INFO - [Train] step: 31399, loss_rec: 0.004145, loss_vq: 0.007586, loss_commit: 0.007586, perplexity: 132.898666, lr: 0.000400
+2024-01-29 15:39:02,572 - INFO - [Train] step: 31499, loss_rec: 0.004511, loss_vq: 0.007569, loss_commit: 0.007569, perplexity: 133.793930, lr: 0.000400
+2024-01-29 15:39:10,947 - INFO - [Train] step: 31599, loss_rec: 0.004123, loss_vq: 0.007365, loss_commit: 0.007365, perplexity: 133.002701, lr: 0.000400
+2024-01-29 15:39:19,322 - INFO - [Train] step: 31699, loss_rec: 0.003926, loss_vq: 0.007952, loss_commit: 0.007952, perplexity: 130.785934, lr: 0.000400
+2024-01-29 15:39:28,042 - INFO - [Train] step: 31799, loss_rec: 0.004085, loss_vq: 0.007636, loss_commit: 0.007636, perplexity: 134.504288, lr: 0.000400
+2024-01-29 15:39:36,417 - INFO - [Train] step: 31899, loss_rec: 0.004417, loss_vq: 0.007515, loss_commit: 0.007515, perplexity: 133.328064, lr: 0.000400
+2024-01-29 15:39:44,791 - INFO - [Train] step: 31999, loss_rec: 0.004371, loss_vq: 0.007478, loss_commit: 0.007478, perplexity: 134.650909, lr: 0.000400
+2024-01-29 15:39:53,238 - INFO - [Train] step: 32099, loss_rec: 0.003838, loss_vq: 0.007068, loss_commit: 0.007068, perplexity: 132.165527, lr: 0.000400
+2024-01-29 15:40:01,614 - INFO - [Train] step: 32199, loss_rec: 0.003973, loss_vq: 0.006901, loss_commit: 0.006901, perplexity: 132.629471, lr: 0.000400
+2024-01-29 15:40:09,989 - INFO - [Train] step: 32299, loss_rec: 0.004026, loss_vq: 0.007251, loss_commit: 0.007251, perplexity: 133.117920, lr: 0.000400
+2024-01-29 15:40:18,717 - INFO - [Train] step: 32399, loss_rec: 0.004146, loss_vq: 0.007355, loss_commit: 0.007355, perplexity: 134.539963, lr: 0.000400
+2024-01-29 15:40:27,091 - INFO - [Train] step: 32499, loss_rec: 0.003991, loss_vq: 0.007098, loss_commit: 0.007098, perplexity: 132.411026, lr: 0.000400
+2024-01-29 15:40:35,466 - INFO - [Train] step: 32599, loss_rec: 0.003999, loss_vq: 0.007303, loss_commit: 0.007303, perplexity: 133.323166, lr: 0.000400
+2024-01-29 15:40:43,842 - INFO - [Train] step: 32699, loss_rec: 0.003859, loss_vq: 0.006909, loss_commit: 0.006909, perplexity: 132.858429, lr: 0.000400
+2024-01-29 15:40:52,217 - INFO - [Train] step: 32799, loss_rec: 0.003947, loss_vq: 0.007016, loss_commit: 0.007016, perplexity: 133.045380, lr: 0.000400
+2024-01-29 15:41:00,593 - INFO - [Train] step: 32899, loss_rec: 0.003903, loss_vq: 0.007562, loss_commit: 0.007562, perplexity: 135.702408, lr: 0.000400
+2024-01-29 15:41:08,967 - INFO - [Train] step: 32999, loss_rec: 0.003914, loss_vq: 0.007000, loss_commit: 0.007000, perplexity: 133.938904, lr: 0.000400
+2024-01-29 15:41:17,915 - INFO - [Train] step: 33099, loss_rec: 0.003826, loss_vq: 0.007147, loss_commit: 0.007147, perplexity: 135.028793, lr: 0.000400
+2024-01-29 15:41:26,290 - INFO - [Train] step: 33199, loss_rec: 0.003889, loss_vq: 0.007121, loss_commit: 0.007121, perplexity: 134.692215, lr: 0.000400
+2024-01-29 15:41:34,665 - INFO - [Train] step: 33299, loss_rec: 0.003946, loss_vq: 0.007146, loss_commit: 0.007146, perplexity: 135.552750, lr: 0.000400
+2024-01-29 15:41:43,039 - INFO - [Train] step: 33399, loss_rec: 0.003963, loss_vq: 0.006937, loss_commit: 0.006937, perplexity: 136.033737, lr: 0.000400
+2024-01-29 15:41:51,411 - INFO - [Train] step: 33499, loss_rec: 0.003868, loss_vq: 0.006866, loss_commit: 0.006866, perplexity: 135.561798, lr: 0.000400
+2024-01-29 15:41:59,785 - INFO - [Train] step: 33599, loss_rec: 0.004090, loss_vq: 0.007530, loss_commit: 0.007530, perplexity: 136.006882, lr: 0.000400
+2024-01-29 15:42:08,552 - INFO - [Train] step: 33699, loss_rec: 0.003828, loss_vq: 0.006862, loss_commit: 0.006862, perplexity: 134.789352, lr: 0.000400
+2024-01-29 15:42:16,926 - INFO - [Train] step: 33799, loss_rec: 0.004040, loss_vq: 0.008089, loss_commit: 0.008089, perplexity: 139.620056, lr: 0.000400
+2024-01-29 15:42:25,299 - INFO - [Train] step: 33899, loss_rec: 0.003951, loss_vq: 0.007082, loss_commit: 0.007082, perplexity: 135.751389, lr: 0.000400
+2024-01-29 15:42:33,672 - INFO - [Train] step: 33999, loss_rec: 0.004103, loss_vq: 0.009808, loss_commit: 0.009808, perplexity: 137.109543, lr: 0.000400
+2024-01-29 15:42:42,116 - INFO - [Train] step: 34099, loss_rec: 0.003855, loss_vq: 0.006826, loss_commit: 0.006826, perplexity: 136.011734, lr: 0.000400
+2024-01-29 15:42:50,489 - INFO - [Train] step: 34199, loss_rec: 0.004057, loss_vq: 0.007282, loss_commit: 0.007282, perplexity: 138.016190, lr: 0.000400
+2024-01-29 15:42:59,223 - INFO - [Train] step: 34299, loss_rec: 0.004119, loss_vq: 0.007575, loss_commit: 0.007575, perplexity: 139.886078, lr: 0.000400
+2024-01-29 15:43:07,596 - INFO - [Train] step: 34399, loss_rec: 0.004196, loss_vq: 0.007414, loss_commit: 0.007414, perplexity: 139.728806, lr: 0.000400
+2024-01-29 15:43:15,967 - INFO - [Train] step: 34499, loss_rec: 0.003921, loss_vq: 0.007124, loss_commit: 0.007124, perplexity: 136.491928, lr: 0.000400
+2024-01-29 15:43:24,338 - INFO - [Train] step: 34599, loss_rec: 0.003948, loss_vq: 0.007157, loss_commit: 0.007157, perplexity: 138.456650, lr: 0.000400
+2024-01-29 15:43:32,710 - INFO - [Train] step: 34699, loss_rec: 0.003851, loss_vq: 0.006967, loss_commit: 0.006967, perplexity: 135.823334, lr: 0.000400
+2024-01-29 15:43:41,082 - INFO - [Train] step: 34799, loss_rec: 0.004222, loss_vq: 0.007060, loss_commit: 0.007060, perplexity: 136.572327, lr: 0.000400
+2024-01-29 15:43:49,455 - INFO - [Train] step: 34899, loss_rec: 0.003856, loss_vq: 0.007167, loss_commit: 0.007167, perplexity: 137.997635, lr: 0.000400
+2024-01-29 15:43:58,186 - INFO - [Train] step: 34999, loss_rec: 0.003987, loss_vq: 0.007352, loss_commit: 0.007352, perplexity: 139.592957, lr: 0.000400
+2024-01-29 15:44:06,635 - INFO - [Train] step: 35099, loss_rec: 0.003976, loss_vq: 0.007025, loss_commit: 0.007025, perplexity: 138.695724, lr: 0.000400
+2024-01-29 15:44:15,008 - INFO - [Train] step: 35199, loss_rec: 0.003770, loss_vq: 0.006909, loss_commit: 0.006909, perplexity: 137.846054, lr: 0.000400
+2024-01-29 15:44:23,385 - INFO - [Train] step: 35299, loss_rec: 0.004009, loss_vq: 0.007541, loss_commit: 0.007541, perplexity: 141.166931, lr: 0.000400
+2024-01-29 15:44:31,763 - INFO - [Train] step: 35399, loss_rec: 0.003817, loss_vq: 0.006888, loss_commit: 0.006888, perplexity: 139.663193, lr: 0.000400
+2024-01-29 15:44:40,137 - INFO - [Train] step: 35499, loss_rec: 0.003886, loss_vq: 0.007679, loss_commit: 0.007679, perplexity: 141.448380, lr: 0.000400
+2024-01-29 15:44:48,906 - INFO - [Train] step: 35599, loss_rec: 0.003882, loss_vq: 0.006764, loss_commit: 0.006764, perplexity: 138.736862, lr: 0.000400
+2024-01-29 15:44:57,280 - INFO - [Train] step: 35699, loss_rec: 0.004046, loss_vq: 0.007010, loss_commit: 0.007010, perplexity: 139.284119, lr: 0.000400
+2024-01-29 15:45:05,657 - INFO - [Train] step: 35799, loss_rec: 0.003928, loss_vq: 0.007486, loss_commit: 0.007486, perplexity: 141.420517, lr: 0.000400
+2024-01-29 15:45:14,033 - INFO - [Train] step: 35899, loss_rec: 0.003903, loss_vq: 0.007092, loss_commit: 0.007092, perplexity: 141.330124, lr: 0.000400
+2024-01-29 15:45:22,409 - INFO - [Train] step: 35999, loss_rec: 0.003862, loss_vq: 0.007071, loss_commit: 0.007071, perplexity: 140.892960, lr: 0.000400
+2024-01-29 15:45:30,858 - INFO - [Train] step: 36099, loss_rec: 0.004108, loss_vq: 0.007526, loss_commit: 0.007526, perplexity: 141.750870, lr: 0.000400
+2024-01-29 15:45:39,562 - INFO - [Train] step: 36199, loss_rec: 0.003894, loss_vq: 0.007084, loss_commit: 0.007084, perplexity: 141.313889, lr: 0.000400
+2024-01-29 15:45:47,938 - INFO - [Train] step: 36299, loss_rec: 0.003977, loss_vq: 0.006894, loss_commit: 0.006894, perplexity: 142.061996, lr: 0.000400
+2024-01-29 15:45:56,316 - INFO - [Train] step: 36399, loss_rec: 0.003977, loss_vq: 0.006848, loss_commit: 0.006848, perplexity: 140.983078, lr: 0.000400
+2024-01-29 15:46:04,693 - INFO - [Train] step: 36499, loss_rec: 0.003944, loss_vq: 0.007247, loss_commit: 0.007247, perplexity: 142.436966, lr: 0.000400
+2024-01-29 15:46:13,069 - INFO - [Train] step: 36599, loss_rec: 0.003962, loss_vq: 0.006824, loss_commit: 0.006824, perplexity: 141.158524, lr: 0.000400
+2024-01-29 15:46:21,445 - INFO - [Train] step: 36699, loss_rec: 0.003963, loss_vq: 0.007239, loss_commit: 0.007239, perplexity: 142.640320, lr: 0.000400
+2024-01-29 15:46:29,822 - INFO - [Train] step: 36799, loss_rec: 0.003912, loss_vq: 0.007289, loss_commit: 0.007289, perplexity: 143.347321, lr: 0.000400
+2024-01-29 15:46:38,512 - INFO - [Train] step: 36899, loss_rec: 0.003779, loss_vq: 0.006757, loss_commit: 0.006757, perplexity: 141.635803, lr: 0.000400
+2024-01-29 15:46:46,888 - INFO - [Train] step: 36999, loss_rec: 0.003961, loss_vq: 0.007009, loss_commit: 0.007009, perplexity: 141.990891, lr: 0.000400
+2024-01-29 15:46:55,337 - INFO - [Train] step: 37099, loss_rec: 0.003864, loss_vq: 0.006888, loss_commit: 0.006888, perplexity: 142.793304, lr: 0.000400
+2024-01-29 15:47:03,715 - INFO - [Train] step: 37199, loss_rec: 0.004110, loss_vq: 0.007084, loss_commit: 0.007084, perplexity: 142.954010, lr: 0.000400
+2024-01-29 15:47:12,093 - INFO - [Train] step: 37299, loss_rec: 0.003820, loss_vq: 0.006787, loss_commit: 0.006787, perplexity: 141.321960, lr: 0.000400
+2024-01-29 15:47:20,469 - INFO - [Train] step: 37399, loss_rec: 0.003774, loss_vq: 0.006737, loss_commit: 0.006737, perplexity: 142.137070, lr: 0.000400
+2024-01-29 15:47:29,242 - INFO - [Train] step: 37499, loss_rec: 0.003765, loss_vq: 0.007124, loss_commit: 0.007124, perplexity: 143.667786, lr: 0.000400
+2024-01-29 15:47:37,617 - INFO - [Train] step: 37599, loss_rec: 0.003962, loss_vq: 0.007244, loss_commit: 0.007244, perplexity: 143.899719, lr: 0.000400
+2024-01-29 15:47:45,992 - INFO - [Train] step: 37699, loss_rec: 0.003936, loss_vq: 0.006948, loss_commit: 0.006948, perplexity: 141.346237, lr: 0.000400
+2024-01-29 15:47:54,371 - INFO - [Train] step: 37799, loss_rec: 0.003886, loss_vq: 0.007302, loss_commit: 0.007302, perplexity: 143.004181, lr: 0.000400
+2024-01-29 15:48:02,746 - INFO - [Train] step: 37899, loss_rec: 0.004100, loss_vq: 0.007441, loss_commit: 0.007441, perplexity: 145.007660, lr: 0.000400
+2024-01-29 15:48:11,125 - INFO - [Train] step: 37999, loss_rec: 0.004109, loss_vq: 0.007907, loss_commit: 0.007907, perplexity: 146.632339, lr: 0.000400
+2024-01-29 15:48:19,589 - INFO - [Train] step: 38099, loss_rec: 0.003861, loss_vq: 0.007178, loss_commit: 0.007178, perplexity: 145.683395, lr: 0.000400
+2024-01-29 15:48:28,318 - INFO - [Train] step: 38199, loss_rec: 0.003746, loss_vq: 0.006778, loss_commit: 0.006778, perplexity: 145.415924, lr: 0.000400
+2024-01-29 15:48:36,691 - INFO - [Train] step: 38299, loss_rec: 0.003967, loss_vq: 0.007986, loss_commit: 0.007986, perplexity: 146.327316, lr: 0.000400
+2024-01-29 15:48:45,064 - INFO - [Train] step: 38399, loss_rec: 0.004172, loss_vq: 0.007209, loss_commit: 0.007209, perplexity: 147.910416, lr: 0.000400
+2024-01-29 15:48:53,437 - INFO - [Train] step: 38499, loss_rec: 0.003862, loss_vq: 0.007059, loss_commit: 0.007059, perplexity: 145.670059, lr: 0.000400
+2024-01-29 15:49:01,811 - INFO - [Train] step: 38599, loss_rec: 0.003847, loss_vq: 0.007046, loss_commit: 0.007046, perplexity: 144.361847, lr: 0.000400
+2024-01-29 15:49:10,182 - INFO - [Train] step: 38699, loss_rec: 0.003741, loss_vq: 0.007907, loss_commit: 0.007907, perplexity: 145.254227, lr: 0.000400
+2024-01-29 15:49:18,918 - INFO - [Train] step: 38799, loss_rec: 0.003814, loss_vq: 0.006838, loss_commit: 0.006838, perplexity: 148.308746, lr: 0.000400
+2024-01-29 15:49:27,290 - INFO - [Train] step: 38899, loss_rec: 0.004061, loss_vq: 0.007290, loss_commit: 0.007290, perplexity: 147.885178, lr: 0.000400
+2024-01-29 15:49:35,662 - INFO - [Train] step: 38999, loss_rec: 0.003909, loss_vq: 0.006881, loss_commit: 0.006881, perplexity: 147.802277, lr: 0.000400
+2024-01-29 15:49:44,109 - INFO - [Train] step: 39099, loss_rec: 0.003872, loss_vq: 0.007147, loss_commit: 0.007147, perplexity: 145.760391, lr: 0.000400
+2024-01-29 15:49:52,482 - INFO - [Train] step: 39199, loss_rec: 0.003989, loss_vq: 0.007414, loss_commit: 0.007414, perplexity: 147.960083, lr: 0.000400
+2024-01-29 15:50:00,856 - INFO - [Train] step: 39299, loss_rec: 0.003713, loss_vq: 0.006828, loss_commit: 0.006828, perplexity: 146.135574, lr: 0.000400
+2024-01-29 15:50:09,607 - INFO - [Train] step: 39399, loss_rec: 0.004031, loss_vq: 0.007831, loss_commit: 0.007831, perplexity: 150.703827, lr: 0.000400
+2024-01-29 15:50:17,980 - INFO - [Train] step: 39499, loss_rec: 0.003933, loss_vq: 0.007171, loss_commit: 0.007171, perplexity: 147.925232, lr: 0.000400
+2024-01-29 15:50:26,354 - INFO - [Train] step: 39599, loss_rec: 0.003870, loss_vq: 0.007162, loss_commit: 0.007162, perplexity: 149.253296, lr: 0.000400
+2024-01-29 15:50:34,727 - INFO - [Train] step: 39699, loss_rec: 0.003805, loss_vq: 0.006544, loss_commit: 0.006544, perplexity: 146.806198, lr: 0.000400
+2024-01-29 15:50:43,100 - INFO - [Train] step: 39799, loss_rec: 0.004002, loss_vq: 0.007122, loss_commit: 0.007122, perplexity: 149.181564, lr: 0.000400
+2024-01-29 15:50:51,473 - INFO - [Train] step: 39899, loss_rec: 0.003805, loss_vq: 0.006890, loss_commit: 0.006890, perplexity: 147.609085, lr: 0.000400
+2024-01-29 15:50:59,841 - INFO - [Train] step: 39999, loss_rec: 0.003818, loss_vq: 0.007062, loss_commit: 0.007062, perplexity: 149.486343, lr: 0.000400
+2024-01-29 15:51:08,687 - INFO - [Train] step: 40099, loss_rec: 0.003822, loss_vq: 0.007047, loss_commit: 0.007047, perplexity: 147.937225, lr: 0.000400
+2024-01-29 15:51:17,063 - INFO - [Train] step: 40199, loss_rec: 0.003976, loss_vq: 0.007260, loss_commit: 0.007260, perplexity: 149.787018, lr: 0.000400
+2024-01-29 15:51:25,439 - INFO - [Train] step: 40299, loss_rec: 0.003855, loss_vq: 0.007251, loss_commit: 0.007251, perplexity: 149.008530, lr: 0.000400
+2024-01-29 15:51:33,814 - INFO - [Train] step: 40399, loss_rec: 0.003951, loss_vq: 0.007355, loss_commit: 0.007355, perplexity: 149.988419, lr: 0.000400
+2024-01-29 15:51:42,190 - INFO - [Train] step: 40499, loss_rec: 0.003876, loss_vq: 0.007019, loss_commit: 0.007019, perplexity: 149.185120, lr: 0.000400
+2024-01-29 15:51:50,566 - INFO - [Train] step: 40599, loss_rec: 0.004058, loss_vq: 0.007141, loss_commit: 0.007141, perplexity: 150.206726, lr: 0.000400
+2024-01-29 15:51:59,333 - INFO - [Train] step: 40699, loss_rec: 0.003719, loss_vq: 0.006757, loss_commit: 0.006757, perplexity: 147.915298, lr: 0.000400
+2024-01-29 15:52:07,709 - INFO - [Train] step: 40799, loss_rec: 0.003707, loss_vq: 0.006713, loss_commit: 0.006713, perplexity: 146.688293, lr: 0.000400
+2024-01-29 15:52:16,085 - INFO - [Train] step: 40899, loss_rec: 0.003815, loss_vq: 0.006813, loss_commit: 0.006813, perplexity: 148.591248, lr: 0.000400
+2024-01-29 15:52:24,462 - INFO - [Train] step: 40999, loss_rec: 0.003859, loss_vq: 0.007169, loss_commit: 0.007169, perplexity: 150.403595, lr: 0.000400
+2024-01-29 15:52:32,911 - INFO - [Train] step: 41099, loss_rec: 0.003880, loss_vq: 0.006750, loss_commit: 0.006750, perplexity: 149.569763, lr: 0.000400
+2024-01-29 15:52:41,286 - INFO - [Train] step: 41199, loss_rec: 0.003771, loss_vq: 0.007334, loss_commit: 0.007334, perplexity: 151.579544, lr: 0.000400
+2024-01-29 15:52:50,019 - INFO - [Train] step: 41299, loss_rec: 0.003847, loss_vq: 0.006931, loss_commit: 0.006931, perplexity: 150.853592, lr: 0.000400
+2024-01-29 15:52:58,393 - INFO - [Train] step: 41399, loss_rec: 0.003751, loss_vq: 0.006629, loss_commit: 0.006629, perplexity: 150.057602, lr: 0.000400
+2024-01-29 15:53:06,768 - INFO - [Train] step: 41499, loss_rec: 0.003754, loss_vq: 0.007083, loss_commit: 0.007083, perplexity: 150.914444, lr: 0.000400
+2024-01-29 15:53:15,143 - INFO - [Train] step: 41599, loss_rec: 0.003930, loss_vq: 0.008186, loss_commit: 0.008186, perplexity: 152.691788, lr: 0.000400
+2024-01-29 15:53:23,518 - INFO - [Train] step: 41699, loss_rec: 0.003999, loss_vq: 0.007696, loss_commit: 0.007696, perplexity: 153.211060, lr: 0.000400
+2024-01-29 15:53:31,893 - INFO - [Train] step: 41799, loss_rec: 0.003745, loss_vq: 0.006654, loss_commit: 0.006654, perplexity: 150.919769, lr: 0.000400
+2024-01-29 15:53:40,265 - INFO - [Train] step: 41899, loss_rec: 0.003818, loss_vq: 0.006859, loss_commit: 0.006859, perplexity: 151.633759, lr: 0.000400
+2024-01-29 15:53:49,011 - INFO - [Train] step: 41999, loss_rec: 0.004067, loss_vq: 0.007473, loss_commit: 0.007473, perplexity: 154.833939, lr: 0.000400
+2024-01-29 15:53:57,462 - INFO - [Train] step: 42099, loss_rec: 0.003928, loss_vq: 0.006902, loss_commit: 0.006902, perplexity: 153.803375, lr: 0.000400
+2024-01-29 15:54:05,838 - INFO - [Train] step: 42199, loss_rec: 0.003944, loss_vq: 0.007277, loss_commit: 0.007277, perplexity: 155.306061, lr: 0.000400
+2024-01-29 15:54:14,213 - INFO - [Train] step: 42299, loss_rec: 0.003895, loss_vq: 0.007372, loss_commit: 0.007372, perplexity: 153.414307, lr: 0.000400
+2024-01-29 15:54:22,590 - INFO - [Train] step: 42399, loss_rec: 0.004016, loss_vq: 0.007275, loss_commit: 0.007275, perplexity: 154.170807, lr: 0.000400
+2024-01-29 15:54:30,965 - INFO - [Train] step: 42499, loss_rec: 0.003747, loss_vq: 0.006886, loss_commit: 0.006886, perplexity: 152.744583, lr: 0.000400
+2024-01-29 15:54:39,683 - INFO - [Train] step: 42599, loss_rec: 0.003978, loss_vq: 0.007597, loss_commit: 0.007597, perplexity: 155.407623, lr: 0.000400
+2024-01-29 15:54:48,058 - INFO - [Train] step: 42699, loss_rec: 0.003702, loss_vq: 0.006796, loss_commit: 0.006796, perplexity: 152.473511, lr: 0.000400
+2024-01-29 15:54:56,433 - INFO - [Train] step: 42799, loss_rec: 0.003956, loss_vq: 0.006678, loss_commit: 0.006678, perplexity: 152.992783, lr: 0.000400
+2024-01-29 15:55:04,809 - INFO - [Train] step: 42899, loss_rec: 0.003674, loss_vq: 0.007083, loss_commit: 0.007083, perplexity: 153.790619, lr: 0.000400
+2024-01-29 15:55:13,186 - INFO - [Train] step: 42999, loss_rec: 0.003684, loss_vq: 0.006795, loss_commit: 0.006795, perplexity: 154.105103, lr: 0.000400
+2024-01-29 15:55:21,635 - INFO - [Train] step: 43099, loss_rec: 0.003626, loss_vq: 0.006956, loss_commit: 0.006956, perplexity: 150.997375, lr: 0.000400
+2024-01-29 15:55:30,345 - INFO - [Train] step: 43199, loss_rec: 0.003797, loss_vq: 0.007032, loss_commit: 0.007032, perplexity: 155.546188, lr: 0.000400
+2024-01-29 15:55:38,722 - INFO - [Train] step: 43299, loss_rec: 0.003552, loss_vq: 0.006760, loss_commit: 0.006760, perplexity: 153.028458, lr: 0.000400
+2024-01-29 15:55:47,099 - INFO - [Train] step: 43399, loss_rec: 0.003771, loss_vq: 0.006992, loss_commit: 0.006992, perplexity: 154.956314, lr: 0.000400
+2024-01-29 15:55:55,477 - INFO - [Train] step: 43499, loss_rec: 0.003840, loss_vq: 0.007155, loss_commit: 0.007155, perplexity: 155.282211, lr: 0.000400
+2024-01-29 15:56:03,855 - INFO - [Train] step: 43599, loss_rec: 0.003782, loss_vq: 0.007134, loss_commit: 0.007134, perplexity: 154.862656, lr: 0.000400
+2024-01-29 15:56:12,233 - INFO - [Train] step: 43699, loss_rec: 0.003830, loss_vq: 0.007376, loss_commit: 0.007376, perplexity: 152.629181, lr: 0.000400
+2024-01-29 15:56:20,608 - INFO - [Train] step: 43799, loss_rec: 0.003702, loss_vq: 0.006854, loss_commit: 0.006854, perplexity: 155.110748, lr: 0.000400
+2024-01-29 15:56:29,376 - INFO - [Train] step: 43899, loss_rec: 0.003612, loss_vq: 0.006597, loss_commit: 0.006597, perplexity: 153.816299, lr: 0.000400
+2024-01-29 15:56:37,753 - INFO - [Train] step: 43999, loss_rec: 0.003878, loss_vq: 0.007004, loss_commit: 0.007004, perplexity: 154.619522, lr: 0.000400
+2024-01-29 15:56:46,203 - INFO - [Train] step: 44099, loss_rec: 0.003663, loss_vq: 0.006857, loss_commit: 0.006857, perplexity: 154.791336, lr: 0.000400
+2024-01-29 15:56:54,581 - INFO - [Train] step: 44199, loss_rec: 0.003869, loss_vq: 0.008896, loss_commit: 0.008896, perplexity: 155.216324, lr: 0.000400
+2024-01-29 15:57:02,959 - INFO - [Train] step: 44299, loss_rec: 0.003856, loss_vq: 0.007350, loss_commit: 0.007350, perplexity: 155.670105, lr: 0.000400
+2024-01-29 15:57:11,337 - INFO - [Train] step: 44399, loss_rec: 0.003986, loss_vq: 0.007217, loss_commit: 0.007217, perplexity: 158.392303, lr: 0.000400
+2024-01-29 15:57:20,077 - INFO - [Train] step: 44499, loss_rec: 0.003707, loss_vq: 0.006686, loss_commit: 0.006686, perplexity: 154.821457, lr: 0.000400
+2024-01-29 15:57:28,456 - INFO - [Train] step: 44599, loss_rec: 0.003497, loss_vq: 0.006649, loss_commit: 0.006649, perplexity: 154.561218, lr: 0.000400
+2024-01-29 15:57:36,835 - INFO - [Train] step: 44699, loss_rec: 0.004026, loss_vq: 0.006723, loss_commit: 0.006723, perplexity: 156.238556, lr: 0.000400
+2024-01-29 15:57:45,213 - INFO - [Train] step: 44799, loss_rec: 0.003796, loss_vq: 0.006750, loss_commit: 0.006750, perplexity: 154.647842, lr: 0.000400
+2024-01-29 15:57:53,595 - INFO - [Train] step: 44899, loss_rec: 0.003927, loss_vq: 0.008324, loss_commit: 0.008324, perplexity: 156.805115, lr: 0.000400
+2024-01-29 15:58:01,977 - INFO - [Train] step: 44999, loss_rec: 0.003737, loss_vq: 0.006723, loss_commit: 0.006723, perplexity: 158.449265, lr: 0.000400
+2024-01-29 15:58:10,788 - INFO - [Train] step: 45099, loss_rec: 0.003726, loss_vq: 0.006877, loss_commit: 0.006877, perplexity: 157.427750, lr: 0.000400
+2024-01-29 15:58:19,166 - INFO - [Train] step: 45199, loss_rec: 0.003898, loss_vq: 0.007026, loss_commit: 0.007026, perplexity: 159.957123, lr: 0.000400
+2024-01-29 15:58:27,544 - INFO - [Train] step: 45299, loss_rec: 0.003878, loss_vq: 0.007184, loss_commit: 0.007184, perplexity: 159.644180, lr: 0.000400
+2024-01-29 15:58:35,921 - INFO - [Train] step: 45399, loss_rec: 0.003768, loss_vq: 0.006863, loss_commit: 0.006863, perplexity: 157.789536, lr: 0.000400
+2024-01-29 15:58:44,299 - INFO - [Train] step: 45499, loss_rec: 0.003959, loss_vq: 0.007303, loss_commit: 0.007303, perplexity: 160.917694, lr: 0.000400
+2024-01-29 15:58:52,677 - INFO - [Train] step: 45599, loss_rec: 0.003877, loss_vq: 0.006959, loss_commit: 0.006959, perplexity: 159.104767, lr: 0.000400
+2024-01-29 15:59:01,054 - INFO - [Train] step: 45699, loss_rec: 0.003791, loss_vq: 0.006857, loss_commit: 0.006857, perplexity: 159.186111, lr: 0.000400
+2024-01-29 15:59:09,803 - INFO - [Train] step: 45799, loss_rec: 0.003687, loss_vq: 0.006685, loss_commit: 0.006685, perplexity: 157.948990, lr: 0.000400
+2024-01-29 15:59:18,179 - INFO - [Train] step: 45899, loss_rec: 0.003591, loss_vq: 0.006735, loss_commit: 0.006735, perplexity: 158.878632, lr: 0.000400
+2024-01-29 15:59:26,555 - INFO - [Train] step: 45999, loss_rec: 0.003640, loss_vq: 0.006595, loss_commit: 0.006595, perplexity: 157.441254, lr: 0.000400
+2024-01-29 15:59:35,005 - INFO - [Train] step: 46099, loss_rec: 0.003677, loss_vq: 0.006701, loss_commit: 0.006701, perplexity: 160.386902, lr: 0.000400
+2024-01-29 15:59:43,382 - INFO - [Train] step: 46199, loss_rec: 0.003784, loss_vq: 0.006957, loss_commit: 0.006957, perplexity: 159.269333, lr: 0.000400
+2024-01-29 15:59:51,760 - INFO - [Train] step: 46299, loss_rec: 0.003631, loss_vq: 0.006673, loss_commit: 0.006673, perplexity: 158.835144, lr: 0.000400
+2024-01-29 16:00:00,476 - INFO - [Train] step: 46399, loss_rec: 0.003739, loss_vq: 0.006805, loss_commit: 0.006805, perplexity: 160.354019, lr: 0.000400
+2024-01-29 16:00:08,855 - INFO - [Train] step: 46499, loss_rec: 0.003865, loss_vq: 0.006821, loss_commit: 0.006821, perplexity: 160.592377, lr: 0.000400
+2024-01-29 16:00:17,236 - INFO - [Train] step: 46599, loss_rec: 0.003705, loss_vq: 0.006627, loss_commit: 0.006627, perplexity: 158.974930, lr: 0.000400
+2024-01-29 16:00:25,615 - INFO - [Train] step: 46699, loss_rec: 0.004061, loss_vq: 0.007138, loss_commit: 0.007138, perplexity: 160.548813, lr: 0.000400
+2024-01-29 16:00:33,995 - INFO - [Train] step: 46799, loss_rec: 0.003793, loss_vq: 0.006856, loss_commit: 0.006856, perplexity: 158.819016, lr: 0.000400
+2024-01-29 16:00:42,373 - INFO - [Train] step: 46899, loss_rec: 0.003494, loss_vq: 0.006462, loss_commit: 0.006462, perplexity: 158.492264, lr: 0.000400
+2024-01-29 16:00:51,144 - INFO - [Train] step: 46999, loss_rec: 0.003589, loss_vq: 0.006484, loss_commit: 0.006484, perplexity: 159.402054, lr: 0.000400
+2024-01-29 16:00:59,591 - INFO - [Train] step: 47099, loss_rec: 0.003722, loss_vq: 0.006637, loss_commit: 0.006637, perplexity: 159.912827, lr: 0.000400
+2024-01-29 16:01:07,967 - INFO - [Train] step: 47199, loss_rec: 0.003865, loss_vq: 0.007003, loss_commit: 0.007003, perplexity: 161.360199, lr: 0.000400
+2024-01-29 16:01:16,343 - INFO - [Train] step: 47299, loss_rec: 0.003629, loss_vq: 0.006863, loss_commit: 0.006863, perplexity: 159.757492, lr: 0.000400
+2024-01-29 16:01:24,719 - INFO - [Train] step: 47399, loss_rec: 0.003704, loss_vq: 0.007291, loss_commit: 0.007291, perplexity: 159.046051, lr: 0.000400
+2024-01-29 16:01:33,096 - INFO - [Train] step: 47499, loss_rec: 0.003701, loss_vq: 0.008101, loss_commit: 0.008101, perplexity: 160.252960, lr: 0.000400
+2024-01-29 16:01:41,472 - INFO - [Train] step: 47599, loss_rec: 0.003869, loss_vq: 0.006846, loss_commit: 0.006846, perplexity: 160.396988, lr: 0.000400
+2024-01-29 16:01:50,260 - INFO - [Train] step: 47699, loss_rec: 0.003566, loss_vq: 0.006505, loss_commit: 0.006505, perplexity: 159.479462, lr: 0.000400
+2024-01-29 16:01:58,637 - INFO - [Train] step: 47799, loss_rec: 0.003717, loss_vq: 0.006811, loss_commit: 0.006811, perplexity: 161.934753, lr: 0.000400
+2024-01-29 16:02:07,014 - INFO - [Train] step: 47899, loss_rec: 0.003844, loss_vq: 0.006845, loss_commit: 0.006845, perplexity: 160.157700, lr: 0.000400
+2024-01-29 16:02:15,390 - INFO - [Train] step: 47999, loss_rec: 0.003771, loss_vq: 0.007188, loss_commit: 0.007188, perplexity: 161.258972, lr: 0.000400
+2024-01-29 16:02:23,847 - INFO - [Train] step: 48099, loss_rec: 0.003752, loss_vq: 0.007145, loss_commit: 0.007145, perplexity: 159.991226, lr: 0.000400
+2024-01-29 16:02:32,223 - INFO - [Train] step: 48199, loss_rec: 0.003549, loss_vq: 0.006560, loss_commit: 0.006560, perplexity: 159.042877, lr: 0.000400
+2024-01-29 16:02:40,917 - INFO - [Train] step: 48299, loss_rec: 0.004030, loss_vq: 0.007029, loss_commit: 0.007029, perplexity: 162.397476, lr: 0.000400
+2024-01-29 16:02:49,294 - INFO - [Train] step: 48399, loss_rec: 0.003601, loss_vq: 0.006752, loss_commit: 0.006752, perplexity: 158.925369, lr: 0.000400
+2024-01-29 16:02:57,670 - INFO - [Train] step: 48499, loss_rec: 0.003716, loss_vq: 0.006467, loss_commit: 0.006467, perplexity: 157.967422, lr: 0.000400
+2024-01-29 16:03:06,048 - INFO - [Train] step: 48599, loss_rec: 0.003640, loss_vq: 0.006748, loss_commit: 0.006748, perplexity: 159.401230, lr: 0.000400
+2024-01-29 16:03:14,425 - INFO - [Train] step: 48699, loss_rec: 0.003602, loss_vq: 0.006304, loss_commit: 0.006304, perplexity: 158.800537, lr: 0.000400
+2024-01-29 16:03:22,802 - INFO - [Train] step: 48799, loss_rec: 0.003680, loss_vq: 0.006727, loss_commit: 0.006727, perplexity: 161.239517, lr: 0.000400
+2024-01-29 16:03:31,526 - INFO - [Train] step: 48899, loss_rec: 0.003742, loss_vq: 0.006894, loss_commit: 0.006894, perplexity: 162.668427, lr: 0.000400
+2024-01-29 16:03:39,902 - INFO - [Train] step: 48999, loss_rec: 0.003599, loss_vq: 0.006474, loss_commit: 0.006474, perplexity: 159.989090, lr: 0.000400
+2024-01-29 16:03:48,352 - INFO - [Train] step: 49099, loss_rec: 0.003514, loss_vq: 0.006473, loss_commit: 0.006473, perplexity: 161.086975, lr: 0.000400
+2024-01-29 16:03:56,728 - INFO - [Train] step: 49199, loss_rec: 0.003407, loss_vq: 0.006621, loss_commit: 0.006621, perplexity: 159.396667, lr: 0.000400
+2024-01-29 16:04:05,104 - INFO - [Train] step: 49299, loss_rec: 0.003747, loss_vq: 0.007020, loss_commit: 0.007020, perplexity: 163.282501, lr: 0.000400
+2024-01-29 16:04:13,481 - INFO - [Train] step: 49399, loss_rec: 0.003706, loss_vq: 0.006481, loss_commit: 0.006481, perplexity: 159.954697, lr: 0.000400
+2024-01-29 16:04:21,858 - INFO - [Train] step: 49499, loss_rec: 0.003726, loss_vq: 0.006717, loss_commit: 0.006717, perplexity: 162.008591, lr: 0.000400
+2024-01-29 16:04:30,566 - INFO - [Train] step: 49599, loss_rec: 0.003732, loss_vq: 0.007125, loss_commit: 0.007125, perplexity: 162.823929, lr: 0.000400
+2024-01-29 16:04:38,942 - INFO - [Train] step: 49699, loss_rec: 0.003507, loss_vq: 0.006950, loss_commit: 0.006950, perplexity: 161.969513, lr: 0.000400
+2024-01-29 16:04:47,317 - INFO - [Train] step: 49799, loss_rec: 0.003764, loss_vq: 0.007095, loss_commit: 0.007095, perplexity: 163.537628, lr: 0.000400
+2024-01-29 16:04:55,693 - INFO - [Train] step: 49899, loss_rec: 0.003662, loss_vq: 0.006743, loss_commit: 0.006743, perplexity: 160.833542, lr: 0.000400
+2024-01-29 16:05:04,068 - INFO - [Train] step: 49999, loss_rec: 0.003772, loss_vq: 0.007234, loss_commit: 0.007234, perplexity: 163.295197, lr: 0.000400
+2024-01-29 16:05:12,552 - INFO - [Train] step: 50099, loss_rec: 0.003715, loss_vq: 0.006840, loss_commit: 0.006840, perplexity: 162.916275, lr: 0.000400
+2024-01-29 16:05:21,255 - INFO - [Train] step: 50199, loss_rec: 0.003834, loss_vq: 0.006963, loss_commit: 0.006963, perplexity: 164.248001, lr: 0.000400
+2024-01-29 16:05:29,631 - INFO - [Train] step: 50299, loss_rec: 0.003527, loss_vq: 0.006349, loss_commit: 0.006349, perplexity: 160.262451, lr: 0.000400
+2024-01-29 16:05:38,008 - INFO - [Train] step: 50399, loss_rec: 0.003604, loss_vq: 0.006453, loss_commit: 0.006453, perplexity: 159.713470, lr: 0.000400
+2024-01-29 16:05:46,385 - INFO - [Train] step: 50499, loss_rec: 0.003734, loss_vq: 0.007005, loss_commit: 0.007005, perplexity: 162.932434, lr: 0.000400
+2024-01-29 16:05:54,761 - INFO - [Train] step: 50599, loss_rec: 0.003805, loss_vq: 0.006598, loss_commit: 0.006598, perplexity: 162.943848, lr: 0.000400
+2024-01-29 16:06:03,140 - INFO - [Train] step: 50699, loss_rec: 0.003558, loss_vq: 0.006490, loss_commit: 0.006490, perplexity: 163.300110, lr: 0.000400
+2024-01-29 16:06:11,533 - INFO - [Train] step: 50799, loss_rec: 0.003757, loss_vq: 0.007384, loss_commit: 0.007384, perplexity: 165.338135, lr: 0.000400
+2024-01-29 16:06:20,256 - INFO - [Train] step: 50899, loss_rec: 0.003650, loss_vq: 0.006653, loss_commit: 0.006653, perplexity: 164.229355, lr: 0.000400
+2024-01-29 16:06:28,632 - INFO - [Train] step: 50999, loss_rec: 0.003720, loss_vq: 0.006838, loss_commit: 0.006838, perplexity: 165.421173, lr: 0.000400
+2024-01-29 16:06:37,081 - INFO - [Train] step: 51099, loss_rec: 0.003576, loss_vq: 0.006681, loss_commit: 0.006681, perplexity: 163.554230, lr: 0.000400
+2024-01-29 16:06:45,459 - INFO - [Train] step: 51199, loss_rec: 0.003706, loss_vq: 0.006752, loss_commit: 0.006752, perplexity: 163.408066, lr: 0.000400
+2024-01-29 16:06:53,836 - INFO - [Train] step: 51299, loss_rec: 0.003836, loss_vq: 0.006779, loss_commit: 0.006779, perplexity: 165.050781, lr: 0.000400
+2024-01-29 16:07:02,214 - INFO - [Train] step: 51399, loss_rec: 0.003589, loss_vq: 0.006529, loss_commit: 0.006529, perplexity: 162.892273, lr: 0.000400
+2024-01-29 16:07:10,995 - INFO - [Train] step: 51499, loss_rec: 0.003552, loss_vq: 0.007032, loss_commit: 0.007032, perplexity: 165.251511, lr: 0.000400
+2024-01-29 16:07:19,372 - INFO - [Train] step: 51599, loss_rec: 0.003736, loss_vq: 0.006787, loss_commit: 0.006787, perplexity: 165.280991, lr: 0.000400
+2024-01-29 16:07:27,754 - INFO - [Train] step: 51699, loss_rec: 0.003983, loss_vq: 0.006261, loss_commit: 0.006261, perplexity: 159.557114, lr: 0.000400
+2024-01-29 16:07:36,133 - INFO - [Train] step: 51799, loss_rec: 0.003701, loss_vq: 0.007075, loss_commit: 0.007075, perplexity: 166.086807, lr: 0.000400
+2024-01-29 16:07:44,515 - INFO - [Train] step: 51899, loss_rec: 0.003843, loss_vq: 0.008331, loss_commit: 0.008331, perplexity: 168.297119, lr: 0.000400
+2024-01-29 16:07:52,909 - INFO - [Train] step: 51999, loss_rec: 0.003532, loss_vq: 0.006465, loss_commit: 0.006465, perplexity: 163.794388, lr: 0.000400
+2024-01-29 16:08:01,739 - INFO - [Train] step: 52099, loss_rec: 0.003553, loss_vq: 0.006624, loss_commit: 0.006624, perplexity: 164.676575, lr: 0.000400
+2024-01-29 16:08:10,117 - INFO - [Train] step: 52199, loss_rec: 0.003619, loss_vq: 0.007075, loss_commit: 0.007075, perplexity: 167.118225, lr: 0.000400
+2024-01-29 16:08:18,496 - INFO - [Train] step: 52299, loss_rec: 0.003952, loss_vq: 0.007065, loss_commit: 0.007065, perplexity: 166.694580, lr: 0.000400
+2024-01-29 16:08:26,875 - INFO - [Train] step: 52399, loss_rec: 0.003557, loss_vq: 0.006358, loss_commit: 0.006358, perplexity: 165.501175, lr: 0.000400
+2024-01-29 16:08:35,253 - INFO - [Train] step: 52499, loss_rec: 0.003477, loss_vq: 0.006458, loss_commit: 0.006458, perplexity: 165.183289, lr: 0.000400
+2024-01-29 16:08:43,631 - INFO - [Train] step: 52599, loss_rec: 0.003522, loss_vq: 0.006900, loss_commit: 0.006900, perplexity: 166.648407, lr: 0.000400
+2024-01-29 16:08:52,003 - INFO - [Train] step: 52699, loss_rec: 0.003709, loss_vq: 0.006645, loss_commit: 0.006645, perplexity: 166.703400, lr: 0.000400
+2024-01-29 16:09:00,744 - INFO - [Train] step: 52799, loss_rec: 0.003692, loss_vq: 0.006878, loss_commit: 0.006878, perplexity: 168.691040, lr: 0.000400
+2024-01-29 16:09:09,133 - INFO - [Train] step: 52899, loss_rec: 0.003567, loss_vq: 0.006834, loss_commit: 0.006834, perplexity: 168.593430, lr: 0.000400
+2024-01-29 16:09:17,512 - INFO - [Train] step: 52999, loss_rec: 0.003678, loss_vq: 0.006839, loss_commit: 0.006839, perplexity: 166.605820, lr: 0.000400
+2024-01-29 16:09:25,968 - INFO - [Train] step: 53099, loss_rec: 0.003777, loss_vq: 0.007058, loss_commit: 0.007058, perplexity: 167.311096, lr: 0.000400
+2024-01-29 16:09:34,348 - INFO - [Train] step: 53199, loss_rec: 0.003421, loss_vq: 0.006227, loss_commit: 0.006227, perplexity: 165.774384, lr: 0.000400
+2024-01-29 16:09:42,728 - INFO - [Train] step: 53299, loss_rec: 0.003774, loss_vq: 0.006628, loss_commit: 0.006628, perplexity: 168.380051, lr: 0.000400
+2024-01-29 16:09:51,495 - INFO - [Train] step: 53399, loss_rec: 0.003509, loss_vq: 0.006363, loss_commit: 0.006363, perplexity: 164.603180, lr: 0.000400
+2024-01-29 16:09:59,874 - INFO - [Train] step: 53499, loss_rec: 0.003690, loss_vq: 0.006873, loss_commit: 0.006873, perplexity: 170.169022, lr: 0.000400
+2024-01-29 16:10:08,256 - INFO - [Train] step: 53599, loss_rec: 0.003545, loss_vq: 0.006414, loss_commit: 0.006414, perplexity: 167.447083, lr: 0.000400
+2024-01-29 16:10:16,635 - INFO - [Train] step: 53699, loss_rec: 0.003506, loss_vq: 0.006507, loss_commit: 0.006507, perplexity: 166.656113, lr: 0.000400
+2024-01-29 16:10:25,012 - INFO - [Train] step: 53799, loss_rec: 0.003747, loss_vq: 0.006910, loss_commit: 0.006910, perplexity: 172.290970, lr: 0.000400
+2024-01-29 16:10:33,391 - INFO - [Train] step: 53899, loss_rec: 0.003568, loss_vq: 0.006762, loss_commit: 0.006762, perplexity: 170.727875, lr: 0.000400
+2024-01-29 16:10:42,101 - INFO - [Train] step: 53999, loss_rec: 0.003531, loss_vq: 0.006664, loss_commit: 0.006664, perplexity: 169.259903, lr: 0.000400
+2024-01-29 16:10:50,550 - INFO - [Train] step: 54099, loss_rec: 0.003525, loss_vq: 0.006305, loss_commit: 0.006305, perplexity: 169.916122, lr: 0.000400
+2024-01-29 16:10:58,928 - INFO - [Train] step: 54199, loss_rec: 0.003541, loss_vq: 0.006444, loss_commit: 0.006444, perplexity: 168.096771, lr: 0.000400
+2024-01-29 16:11:07,306 - INFO - [Train] step: 54299, loss_rec: 0.003580, loss_vq: 0.006647, loss_commit: 0.006647, perplexity: 171.306931, lr: 0.000400
+2024-01-29 16:11:15,683 - INFO - [Train] step: 54399, loss_rec: 0.003569, loss_vq: 0.006607, loss_commit: 0.006607, perplexity: 171.769165, lr: 0.000400
+2024-01-29 16:11:24,062 - INFO - [Train] step: 54499, loss_rec: 0.003603, loss_vq: 0.006746, loss_commit: 0.006746, perplexity: 170.868439, lr: 0.000400
+2024-01-29 16:11:32,435 - INFO - [Train] step: 54599, loss_rec: 0.003490, loss_vq: 0.006404, loss_commit: 0.006404, perplexity: 169.722031, lr: 0.000400
+2024-01-29 16:11:41,173 - INFO - [Train] step: 54699, loss_rec: 0.003589, loss_vq: 0.006509, loss_commit: 0.006509, perplexity: 171.553070, lr: 0.000400
+2024-01-29 16:11:49,550 - INFO - [Train] step: 54799, loss_rec: 0.003831, loss_vq: 0.007070, loss_commit: 0.007070, perplexity: 172.560883, lr: 0.000400
+2024-01-29 16:11:57,928 - INFO - [Train] step: 54899, loss_rec: 0.003707, loss_vq: 0.007137, loss_commit: 0.007137, perplexity: 170.821365, lr: 0.000400
+2024-01-29 16:12:06,306 - INFO - [Train] step: 54999, loss_rec: 0.003663, loss_vq: 0.006790, loss_commit: 0.006790, perplexity: 173.380814, lr: 0.000400
+2024-01-29 16:12:14,757 - INFO - [Train] step: 55099, loss_rec: 0.003429, loss_vq: 0.006110, loss_commit: 0.006110, perplexity: 169.453384, lr: 0.000400
+2024-01-29 16:12:23,134 - INFO - [Train] step: 55199, loss_rec: 0.003727, loss_vq: 0.006589, loss_commit: 0.006589, perplexity: 173.223709, lr: 0.000400
+2024-01-29 16:12:31,871 - INFO - [Train] step: 55299, loss_rec: 0.003608, loss_vq: 0.006248, loss_commit: 0.006248, perplexity: 172.135529, lr: 0.000400
+2024-01-29 16:12:40,252 - INFO - [Train] step: 55399, loss_rec: 0.003491, loss_vq: 0.006360, loss_commit: 0.006360, perplexity: 172.343460, lr: 0.000400
+2024-01-29 16:12:48,633 - INFO - [Train] step: 55499, loss_rec: 0.003649, loss_vq: 0.006289, loss_commit: 0.006289, perplexity: 173.020309, lr: 0.000400
+2024-01-29 16:12:57,010 - INFO - [Train] step: 55599, loss_rec: 0.003617, loss_vq: 0.006678, loss_commit: 0.006678, perplexity: 173.821518, lr: 0.000400
+2024-01-29 16:13:05,386 - INFO - [Train] step: 55699, loss_rec: 0.003338, loss_vq: 0.006041, loss_commit: 0.006041, perplexity: 170.299545, lr: 0.000400
+2024-01-29 16:13:13,763 - INFO - [Train] step: 55799, loss_rec: 0.003429, loss_vq: 0.006331, loss_commit: 0.006331, perplexity: 171.808487, lr: 0.000400
+2024-01-29 16:13:22,533 - INFO - [Train] step: 55899, loss_rec: 0.003612, loss_vq: 0.006514, loss_commit: 0.006514, perplexity: 173.242126, lr: 0.000400
+2024-01-29 16:13:30,909 - INFO - [Train] step: 55999, loss_rec: 0.003446, loss_vq: 0.006437, loss_commit: 0.006437, perplexity: 173.491211, lr: 0.000400
+2024-01-29 16:13:39,357 - INFO - [Train] step: 56099, loss_rec: 0.003739, loss_vq: 0.007165, loss_commit: 0.007165, perplexity: 172.925629, lr: 0.000400
+2024-01-29 16:13:47,734 - INFO - [Train] step: 56199, loss_rec: 0.003650, loss_vq: 0.006565, loss_commit: 0.006565, perplexity: 174.699417, lr: 0.000400
+2024-01-29 16:13:56,109 - INFO - [Train] step: 56299, loss_rec: 0.003599, loss_vq: 0.006509, loss_commit: 0.006509, perplexity: 173.481613, lr: 0.000400
+2024-01-29 16:14:04,485 - INFO - [Train] step: 56399, loss_rec: 0.003372, loss_vq: 0.006188, loss_commit: 0.006188, perplexity: 172.601715, lr: 0.000400
+2024-01-29 16:14:12,860 - INFO - [Train] step: 56499, loss_rec: 0.003495, loss_vq: 0.006332, loss_commit: 0.006332, perplexity: 173.092773, lr: 0.000400
+2024-01-29 16:14:21,607 - INFO - [Train] step: 56599, loss_rec: 0.003644, loss_vq: 0.006694, loss_commit: 0.006694, perplexity: 173.873993, lr: 0.000400
+2024-01-29 16:14:29,983 - INFO - [Train] step: 56699, loss_rec: 0.003582, loss_vq: 0.006462, loss_commit: 0.006462, perplexity: 173.974182, lr: 0.000400
+2024-01-29 16:14:38,360 - INFO - [Train] step: 56799, loss_rec: 0.003534, loss_vq: 0.006393, loss_commit: 0.006393, perplexity: 175.976440, lr: 0.000400
+2024-01-29 16:14:46,737 - INFO - [Train] step: 56899, loss_rec: 0.003596, loss_vq: 0.006592, loss_commit: 0.006592, perplexity: 174.132874, lr: 0.000400
+2024-01-29 16:14:55,112 - INFO - [Train] step: 56999, loss_rec: 0.003433, loss_vq: 0.006211, loss_commit: 0.006211, perplexity: 175.847992, lr: 0.000400
+2024-01-29 16:15:03,562 - INFO - [Train] step: 57099, loss_rec: 0.003620, loss_vq: 0.006484, loss_commit: 0.006484, perplexity: 176.255829, lr: 0.000400
+2024-01-29 16:15:12,332 - INFO - [Train] step: 57199, loss_rec: 0.003574, loss_vq: 0.006461, loss_commit: 0.006461, perplexity: 175.873840, lr: 0.000400
+2024-01-29 16:15:20,707 - INFO - [Train] step: 57299, loss_rec: 0.003623, loss_vq: 0.006411, loss_commit: 0.006411, perplexity: 175.543716, lr: 0.000400
+2024-01-29 16:15:29,083 - INFO - [Train] step: 57399, loss_rec: 0.003443, loss_vq: 0.006332, loss_commit: 0.006332, perplexity: 173.899033, lr: 0.000400
+2024-01-29 16:15:37,460 - INFO - [Train] step: 57499, loss_rec: 0.003843, loss_vq: 0.006923, loss_commit: 0.006923, perplexity: 179.708344, lr: 0.000400
+2024-01-29 16:15:45,836 - INFO - [Train] step: 57599, loss_rec: 0.003487, loss_vq: 0.006691, loss_commit: 0.006691, perplexity: 178.043137, lr: 0.000400
+2024-01-29 16:15:54,212 - INFO - [Train] step: 57699, loss_rec: 0.003587, loss_vq: 0.006368, loss_commit: 0.006368, perplexity: 174.386139, lr: 0.000400
+2024-01-29 16:16:02,936 - INFO - [Train] step: 57799, loss_rec: 0.003376, loss_vq: 0.006448, loss_commit: 0.006448, perplexity: 175.097549, lr: 0.000400
+2024-01-29 16:16:11,311 - INFO - [Train] step: 57899, loss_rec: 0.003640, loss_vq: 0.006821, loss_commit: 0.006821, perplexity: 176.360245, lr: 0.000400
+2024-01-29 16:16:19,688 - INFO - [Train] step: 57999, loss_rec: 0.003612, loss_vq: 0.006899, loss_commit: 0.006899, perplexity: 177.271408, lr: 0.000400
+2024-01-29 16:16:28,136 - INFO - [Train] step: 58099, loss_rec: 0.003757, loss_vq: 0.007026, loss_commit: 0.007026, perplexity: 178.811935, lr: 0.000400
+2024-01-29 16:16:36,512 - INFO - [Train] step: 58199, loss_rec: 0.003497, loss_vq: 0.006097, loss_commit: 0.006097, perplexity: 175.495346, lr: 0.000400
+2024-01-29 16:16:44,888 - INFO - [Train] step: 58299, loss_rec: 0.003714, loss_vq: 0.006711, loss_commit: 0.006711, perplexity: 178.562546, lr: 0.000400
+2024-01-29 16:16:53,265 - INFO - [Train] step: 58399, loss_rec: 0.003649, loss_vq: 0.006468, loss_commit: 0.006468, perplexity: 177.192307, lr: 0.000400
+2024-01-29 16:17:01,987 - INFO - [Train] step: 58499, loss_rec: 0.003650, loss_vq: 0.006374, loss_commit: 0.006374, perplexity: 176.901047, lr: 0.000400
+2024-01-29 16:17:10,363 - INFO - [Train] step: 58599, loss_rec: 0.003484, loss_vq: 0.006550, loss_commit: 0.006550, perplexity: 177.596207, lr: 0.000400
+2024-01-29 16:17:18,740 - INFO - [Train] step: 58699, loss_rec: 0.003444, loss_vq: 0.006409, loss_commit: 0.006409, perplexity: 176.596039, lr: 0.000400
+2024-01-29 16:17:27,115 - INFO - [Train] step: 58799, loss_rec: 0.003685, loss_vq: 0.006521, loss_commit: 0.006521, perplexity: 176.119385, lr: 0.000400
+2024-01-29 16:17:35,492 - INFO - [Train] step: 58899, loss_rec: 0.003599, loss_vq: 0.006456, loss_commit: 0.006456, perplexity: 176.184830, lr: 0.000400
+2024-01-29 16:17:43,866 - INFO - [Train] step: 58999, loss_rec: 0.003719, loss_vq: 0.007021, loss_commit: 0.007021, perplexity: 179.648544, lr: 0.000400
+2024-01-29 16:17:52,635 - INFO - [Train] step: 59099, loss_rec: 0.003405, loss_vq: 0.006431, loss_commit: 0.006431, perplexity: 176.198273, lr: 0.000400
+2024-01-29 16:18:01,011 - INFO - [Train] step: 59199, loss_rec: 0.003712, loss_vq: 0.006785, loss_commit: 0.006785, perplexity: 175.612701, lr: 0.000400
+2024-01-29 16:18:09,386 - INFO - [Train] step: 59299, loss_rec: 0.003619, loss_vq: 0.006294, loss_commit: 0.006294, perplexity: 177.499283, lr: 0.000400
+2024-01-29 16:18:17,764 - INFO - [Train] step: 59399, loss_rec: 0.003576, loss_vq: 0.006664, loss_commit: 0.006664, perplexity: 179.131104, lr: 0.000400
+2024-01-29 16:18:26,140 - INFO - [Train] step: 59499, loss_rec: 0.003569, loss_vq: 0.006587, loss_commit: 0.006587, perplexity: 176.367218, lr: 0.000400
+2024-01-29 16:18:34,516 - INFO - [Train] step: 59599, loss_rec: 0.003463, loss_vq: 0.006562, loss_commit: 0.006562, perplexity: 178.189056, lr: 0.000400
+2024-01-29 16:18:43,236 - INFO - [Train] step: 59699, loss_rec: 0.003512, loss_vq: 0.006307, loss_commit: 0.006307, perplexity: 175.576538, lr: 0.000400
+2024-01-29 16:18:51,613 - INFO - [Train] step: 59799, loss_rec: 0.003572, loss_vq: 0.006802, loss_commit: 0.006802, perplexity: 179.615387, lr: 0.000400
+2024-01-29 16:18:59,992 - INFO - [Train] step: 59899, loss_rec: 0.003524, loss_vq: 0.006626, loss_commit: 0.006626, perplexity: 178.048065, lr: 0.000400
+2024-01-29 16:19:08,369 - INFO - [Train] step: 59999, loss_rec: 0.003912, loss_vq: 0.006834, loss_commit: 0.006834, perplexity: 178.374634, lr: 0.000400
+2024-01-29 16:19:16,860 - INFO - [Train] step: 60099, loss_rec: 0.003533, loss_vq: 0.006538, loss_commit: 0.006538, perplexity: 178.781418, lr: 0.000400
+2024-01-29 16:19:25,236 - INFO - [Train] step: 60199, loss_rec: 0.003212, loss_vq: 0.005985, loss_commit: 0.005985, perplexity: 173.781662, lr: 0.000400
+2024-01-29 16:19:33,616 - INFO - [Train] step: 60299, loss_rec: 0.003599, loss_vq: 0.006406, loss_commit: 0.006406, perplexity: 177.513580, lr: 0.000400
+2024-01-29 16:19:42,338 - INFO - [Train] step: 60399, loss_rec: 0.003445, loss_vq: 0.006257, loss_commit: 0.006257, perplexity: 178.204178, lr: 0.000400
+2024-01-29 16:19:50,713 - INFO - [Train] step: 60499, loss_rec: 0.003529, loss_vq: 0.006822, loss_commit: 0.006822, perplexity: 180.086304, lr: 0.000400
+2024-01-29 16:19:59,089 - INFO - [Train] step: 60599, loss_rec: 0.003571, loss_vq: 0.006316, loss_commit: 0.006316, perplexity: 179.526672, lr: 0.000400
+2024-01-29 16:20:07,465 - INFO - [Train] step: 60699, loss_rec: 0.003432, loss_vq: 0.006206, loss_commit: 0.006206, perplexity: 176.952179, lr: 0.000400
+2024-01-29 16:20:15,842 - INFO - [Train] step: 60799, loss_rec: 0.003481, loss_vq: 0.006564, loss_commit: 0.006564, perplexity: 180.872009, lr: 0.000400
+2024-01-29 16:20:24,218 - INFO - [Train] step: 60899, loss_rec: 0.003440, loss_vq: 0.006442, loss_commit: 0.006442, perplexity: 179.552109, lr: 0.000400
+2024-01-29 16:20:32,990 - INFO - [Train] step: 60999, loss_rec: 0.003473, loss_vq: 0.006843, loss_commit: 0.006843, perplexity: 180.526581, lr: 0.000400
+2024-01-29 16:20:41,439 - INFO - [Train] step: 61099, loss_rec: 0.003750, loss_vq: 0.007064, loss_commit: 0.007064, perplexity: 183.381012, lr: 0.000400
+2024-01-29 16:20:49,820 - INFO - [Train] step: 61199, loss_rec: 0.003611, loss_vq: 0.006958, loss_commit: 0.006958, perplexity: 181.466797, lr: 0.000400
+2024-01-29 16:20:58,198 - INFO - [Train] step: 61299, loss_rec: 0.003570, loss_vq: 0.006538, loss_commit: 0.006538, perplexity: 179.665421, lr: 0.000400
+2024-01-29 16:21:06,576 - INFO - [Train] step: 61399, loss_rec: 0.003512, loss_vq: 0.006207, loss_commit: 0.006207, perplexity: 181.448807, lr: 0.000400
+2024-01-29 16:21:14,953 - INFO - [Train] step: 61499, loss_rec: 0.003484, loss_vq: 0.006680, loss_commit: 0.006680, perplexity: 180.408432, lr: 0.000400
+2024-01-29 16:21:23,722 - INFO - [Train] step: 61599, loss_rec: 0.003459, loss_vq: 0.006583, loss_commit: 0.006583, perplexity: 181.654327, lr: 0.000400
+2024-01-29 16:21:32,097 - INFO - [Train] step: 61699, loss_rec: 0.003520, loss_vq: 0.006389, loss_commit: 0.006389, perplexity: 183.945099, lr: 0.000400
+2024-01-29 16:21:40,474 - INFO - [Train] step: 61799, loss_rec: 0.003625, loss_vq: 0.006922, loss_commit: 0.006922, perplexity: 181.469040, lr: 0.000400
+2024-01-29 16:21:48,850 - INFO - [Train] step: 61899, loss_rec: 0.003641, loss_vq: 0.006885, loss_commit: 0.006885, perplexity: 183.253998, lr: 0.000400
+2024-01-29 16:21:57,227 - INFO - [Train] step: 61999, loss_rec: 0.003680, loss_vq: 0.006578, loss_commit: 0.006578, perplexity: 181.359268, lr: 0.000400
+2024-01-29 16:22:05,674 - INFO - [Train] step: 62099, loss_rec: 0.003498, loss_vq: 0.006385, loss_commit: 0.006385, perplexity: 180.024734, lr: 0.000400
+2024-01-29 16:22:14,052 - INFO - [Train] step: 62199, loss_rec: 0.003485, loss_vq: 0.006111, loss_commit: 0.006111, perplexity: 179.686325, lr: 0.000400
+2024-01-29 16:22:22,740 - INFO - [Train] step: 62299, loss_rec: 0.003362, loss_vq: 0.006021, loss_commit: 0.006021, perplexity: 179.221329, lr: 0.000400
+2024-01-29 16:22:31,114 - INFO - [Train] step: 62399, loss_rec: 0.003468, loss_vq: 0.006228, loss_commit: 0.006228, perplexity: 179.002853, lr: 0.000400
+2024-01-29 16:22:39,490 - INFO - [Train] step: 62499, loss_rec: 0.003628, loss_vq: 0.006424, loss_commit: 0.006424, perplexity: 183.091110, lr: 0.000400
+2024-01-29 16:22:47,864 - INFO - [Train] step: 62599, loss_rec: 0.003367, loss_vq: 0.006493, loss_commit: 0.006493, perplexity: 181.726654, lr: 0.000400
+2024-01-29 16:22:56,243 - INFO - [Train] step: 62699, loss_rec: 0.003609, loss_vq: 0.006728, loss_commit: 0.006728, perplexity: 185.347748, lr: 0.000400
+2024-01-29 16:23:04,620 - INFO - [Train] step: 62799, loss_rec: 0.003588, loss_vq: 0.006638, loss_commit: 0.006638, perplexity: 183.246048, lr: 0.000400
+2024-01-29 16:23:13,333 - INFO - [Train] step: 62899, loss_rec: 0.003605, loss_vq: 0.006708, loss_commit: 0.006708, perplexity: 183.062988, lr: 0.000400
+2024-01-29 16:23:21,713 - INFO - [Train] step: 62999, loss_rec: 0.003423, loss_vq: 0.006539, loss_commit: 0.006539, perplexity: 181.076797, lr: 0.000400
+2024-01-29 16:23:30,163 - INFO - [Train] step: 63099, loss_rec: 0.003526, loss_vq: 0.006415, loss_commit: 0.006415, perplexity: 181.241272, lr: 0.000400
+2024-01-29 16:23:38,542 - INFO - [Train] step: 63199, loss_rec: 0.003576, loss_vq: 0.007015, loss_commit: 0.007015, perplexity: 187.231186, lr: 0.000400
+2024-01-29 16:23:46,920 - INFO - [Train] step: 63299, loss_rec: 0.003407, loss_vq: 0.006351, loss_commit: 0.006351, perplexity: 182.178085, lr: 0.000400
+2024-01-29 16:23:55,299 - INFO - [Train] step: 63399, loss_rec: 0.003503, loss_vq: 0.006397, loss_commit: 0.006397, perplexity: 183.449493, lr: 0.000400
+2024-01-29 16:24:03,691 - INFO - [Train] step: 63499, loss_rec: 0.003581, loss_vq: 0.006893, loss_commit: 0.006893, perplexity: 187.455688, lr: 0.000400
+2024-01-29 16:24:12,375 - INFO - [Train] step: 63599, loss_rec: 0.003520, loss_vq: 0.006569, loss_commit: 0.006569, perplexity: 183.661133, lr: 0.000400
+2024-01-29 16:24:20,749 - INFO - [Train] step: 63699, loss_rec: 0.003426, loss_vq: 0.006329, loss_commit: 0.006329, perplexity: 184.870575, lr: 0.000400
+2024-01-29 16:24:29,123 - INFO - [Train] step: 63799, loss_rec: 0.003583, loss_vq: 0.006284, loss_commit: 0.006284, perplexity: 183.271912, lr: 0.000400
+2024-01-29 16:24:37,495 - INFO - [Train] step: 63899, loss_rec: 0.003485, loss_vq: 0.006459, loss_commit: 0.006459, perplexity: 179.718887, lr: 0.000400
+2024-01-29 16:24:45,866 - INFO - [Train] step: 63999, loss_rec: 0.003650, loss_vq: 0.006761, loss_commit: 0.006761, perplexity: 186.604156, lr: 0.000400
+2024-01-29 16:24:54,309 - INFO - [Train] step: 64099, loss_rec: 0.003247, loss_vq: 0.006027, loss_commit: 0.006027, perplexity: 182.669037, lr: 0.000400
+2024-01-29 16:25:03,072 - INFO - [Train] step: 64199, loss_rec: 0.003456, loss_vq: 0.006217, loss_commit: 0.006217, perplexity: 183.459381, lr: 0.000400
+2024-01-29 16:25:11,439 - INFO - [Train] step: 64299, loss_rec: 0.003514, loss_vq: 0.006442, loss_commit: 0.006442, perplexity: 183.648254, lr: 0.000400
+2024-01-29 16:25:19,805 - INFO - [Train] step: 64399, loss_rec: 0.003505, loss_vq: 0.006351, loss_commit: 0.006351, perplexity: 185.698334, lr: 0.000400
+2024-01-29 16:25:28,170 - INFO - [Train] step: 64499, loss_rec: 0.003456, loss_vq: 0.006617, loss_commit: 0.006617, perplexity: 185.638657, lr: 0.000400
+2024-01-29 16:25:36,534 - INFO - [Train] step: 64599, loss_rec: 0.003622, loss_vq: 0.006138, loss_commit: 0.006138, perplexity: 183.763016, lr: 0.000400
+2024-01-29 16:25:44,896 - INFO - [Train] step: 64699, loss_rec: 0.003371, loss_vq: 0.006233, loss_commit: 0.006233, perplexity: 184.087509, lr: 0.000400
+2024-01-29 16:25:53,594 - INFO - [Train] step: 64799, loss_rec: 0.003434, loss_vq: 0.006317, loss_commit: 0.006317, perplexity: 184.313858, lr: 0.000400
+2024-01-29 16:26:01,956 - INFO - [Train] step: 64899, loss_rec: 0.003472, loss_vq: 0.006527, loss_commit: 0.006527, perplexity: 186.037781, lr: 0.000400
+2024-01-29 16:26:10,318 - INFO - [Train] step: 64999, loss_rec: 0.003505, loss_vq: 0.006454, loss_commit: 0.006454, perplexity: 187.975189, lr: 0.000400
+2024-01-29 16:26:18,751 - INFO - [Train] step: 65099, loss_rec: 0.003321, loss_vq: 0.006376, loss_commit: 0.006376, perplexity: 183.881332, lr: 0.000400
+2024-01-29 16:26:27,113 - INFO - [Train] step: 65199, loss_rec: 0.003631, loss_vq: 0.006198, loss_commit: 0.006198, perplexity: 186.514496, lr: 0.000400
+2024-01-29 16:26:35,475 - INFO - [Train] step: 65299, loss_rec: 0.003338, loss_vq: 0.006227, loss_commit: 0.006227, perplexity: 184.898956, lr: 0.000400
+2024-01-29 16:26:43,829 - INFO - [Train] step: 65399, loss_rec: 0.003632, loss_vq: 0.006517, loss_commit: 0.006517, perplexity: 187.733337, lr: 0.000400
+2024-01-29 16:26:52,525 - INFO - [Train] step: 65499, loss_rec: 0.003277, loss_vq: 0.006053, loss_commit: 0.006053, perplexity: 183.110931, lr: 0.000400
+2024-01-29 16:27:00,884 - INFO - [Train] step: 65599, loss_rec: 0.003493, loss_vq: 0.006136, loss_commit: 0.006136, perplexity: 184.942429, lr: 0.000400
+2024-01-29 16:27:09,241 - INFO - [Train] step: 65699, loss_rec: 0.003691, loss_vq: 0.006844, loss_commit: 0.006844, perplexity: 189.596176, lr: 0.000400
+2024-01-29 16:27:17,598 - INFO - [Train] step: 65799, loss_rec: 0.003608, loss_vq: 0.006907, loss_commit: 0.006907, perplexity: 188.744385, lr: 0.000400
+2024-01-29 16:27:25,958 - INFO - [Train] step: 65899, loss_rec: 0.003497, loss_vq: 0.006461, loss_commit: 0.006461, perplexity: 187.221817, lr: 0.000400
+2024-01-29 16:27:34,312 - INFO - [Train] step: 65999, loss_rec: 0.003628, loss_vq: 0.006429, loss_commit: 0.006429, perplexity: 188.540207, lr: 0.000400
+2024-01-29 16:27:43,093 - INFO - [Train] step: 66099, loss_rec: 0.003533, loss_vq: 0.006831, loss_commit: 0.006831, perplexity: 187.687881, lr: 0.000400
+2024-01-29 16:27:51,446 - INFO - [Train] step: 66199, loss_rec: 0.003470, loss_vq: 0.006043, loss_commit: 0.006043, perplexity: 187.705948, lr: 0.000400
+2024-01-29 16:27:59,798 - INFO - [Train] step: 66299, loss_rec: 0.003600, loss_vq: 0.006521, loss_commit: 0.006521, perplexity: 190.814148, lr: 0.000400
+2024-01-29 16:28:08,150 - INFO - [Train] step: 66399, loss_rec: 0.003296, loss_vq: 0.006252, loss_commit: 0.006252, perplexity: 188.185059, lr: 0.000400
+2024-01-29 16:28:16,503 - INFO - [Train] step: 66499, loss_rec: 0.003355, loss_vq: 0.006160, loss_commit: 0.006160, perplexity: 186.718719, lr: 0.000400
+2024-01-29 16:28:24,863 - INFO - [Train] step: 66599, loss_rec: 0.003423, loss_vq: 0.006420, loss_commit: 0.006420, perplexity: 190.091904, lr: 0.000400
+2024-01-29 16:28:33,550 - INFO - [Train] step: 66699, loss_rec: 0.003192, loss_vq: 0.005811, loss_commit: 0.005811, perplexity: 186.577469, lr: 0.000400
+2024-01-29 16:28:41,904 - INFO - [Train] step: 66799, loss_rec: 0.003600, loss_vq: 0.006824, loss_commit: 0.006824, perplexity: 190.168411, lr: 0.000400
+2024-01-29 16:28:50,256 - INFO - [Train] step: 66899, loss_rec: 0.003455, loss_vq: 0.006402, loss_commit: 0.006402, perplexity: 187.769424, lr: 0.000400
+2024-01-29 16:28:58,607 - INFO - [Train] step: 66999, loss_rec: 0.003337, loss_vq: 0.005988, loss_commit: 0.005988, perplexity: 189.150635, lr: 0.000400
+2024-01-29 16:29:07,031 - INFO - [Train] step: 67099, loss_rec: 0.003350, loss_vq: 0.006354, loss_commit: 0.006354, perplexity: 188.199768, lr: 0.000400
+2024-01-29 16:29:15,386 - INFO - [Train] step: 67199, loss_rec: 0.003414, loss_vq: 0.006337, loss_commit: 0.006337, perplexity: 189.323792, lr: 0.000400
+2024-01-29 16:29:23,730 - INFO - [Train] step: 67299, loss_rec: 0.003435, loss_vq: 0.006129, loss_commit: 0.006129, perplexity: 188.010971, lr: 0.000400
+2024-01-29 16:29:32,423 - INFO - [Train] step: 67399, loss_rec: 0.003497, loss_vq: 0.006288, loss_commit: 0.006288, perplexity: 190.284424, lr: 0.000400
+2024-01-29 16:29:40,777 - INFO - [Train] step: 67499, loss_rec: 0.003452, loss_vq: 0.006201, loss_commit: 0.006201, perplexity: 188.233871, lr: 0.000400
+2024-01-29 16:29:49,132 - INFO - [Train] step: 67599, loss_rec: 0.003419, loss_vq: 0.006424, loss_commit: 0.006424, perplexity: 187.468018, lr: 0.000400
+2024-01-29 16:29:57,486 - INFO - [Train] step: 67699, loss_rec: 0.003426, loss_vq: 0.006123, loss_commit: 0.006123, perplexity: 188.917450, lr: 0.000400
+2024-01-29 16:30:05,839 - INFO - [Train] step: 67799, loss_rec: 0.003489, loss_vq: 0.006181, loss_commit: 0.006181, perplexity: 188.640823, lr: 0.000400
+2024-01-29 16:30:14,193 - INFO - [Train] step: 67899, loss_rec: 0.003525, loss_vq: 0.006782, loss_commit: 0.006782, perplexity: 189.842789, lr: 0.000400
+2024-01-29 16:30:22,936 - INFO - [Train] step: 67999, loss_rec: 0.003520, loss_vq: 0.006546, loss_commit: 0.006546, perplexity: 192.416840, lr: 0.000400
+2024-01-29 16:30:31,355 - INFO - [Train] step: 68099, loss_rec: 0.003564, loss_vq: 0.006070, loss_commit: 0.006070, perplexity: 188.102692, lr: 0.000400
+2024-01-29 16:30:39,705 - INFO - [Train] step: 68199, loss_rec: 0.003488, loss_vq: 0.006368, loss_commit: 0.006368, perplexity: 188.332993, lr: 0.000400
+2024-01-29 16:30:48,056 - INFO - [Train] step: 68299, loss_rec: 0.003568, loss_vq: 0.006460, loss_commit: 0.006460, perplexity: 191.752502, lr: 0.000400
+2024-01-29 16:30:56,403 - INFO - [Train] step: 68399, loss_rec: 0.003543, loss_vq: 0.006535, loss_commit: 0.006535, perplexity: 192.640762, lr: 0.000400
+2024-01-29 16:31:04,755 - INFO - [Train] step: 68499, loss_rec: 0.003380, loss_vq: 0.006440, loss_commit: 0.006440, perplexity: 191.415771, lr: 0.000400
+2024-01-29 16:31:13,483 - INFO - [Train] step: 68599, loss_rec: 0.003514, loss_vq: 0.006629, loss_commit: 0.006629, perplexity: 192.354568, lr: 0.000400
+2024-01-29 16:31:21,834 - INFO - [Train] step: 68699, loss_rec: 0.003312, loss_vq: 0.006716, loss_commit: 0.006716, perplexity: 192.726578, lr: 0.000400
+2024-01-29 16:31:30,187 - INFO - [Train] step: 68799, loss_rec: 0.003456, loss_vq: 0.006384, loss_commit: 0.006384, perplexity: 193.764313, lr: 0.000400
+2024-01-29 16:31:38,537 - INFO - [Train] step: 68899, loss_rec: 0.003247, loss_vq: 0.005981, loss_commit: 0.005981, perplexity: 190.673172, lr: 0.000400
+2024-01-29 16:31:46,890 - INFO - [Train] step: 68999, loss_rec: 0.003644, loss_vq: 0.006405, loss_commit: 0.006405, perplexity: 191.811417, lr: 0.000400
+2024-01-29 16:31:55,315 - INFO - [Train] step: 69099, loss_rec: 0.003430, loss_vq: 0.006095, loss_commit: 0.006095, perplexity: 193.806458, lr: 0.000400
+2024-01-29 16:32:03,666 - INFO - [Train] step: 69199, loss_rec: 0.003460, loss_vq: 0.006386, loss_commit: 0.006386, perplexity: 192.787781, lr: 0.000400
+2024-01-29 16:32:12,391 - INFO - [Train] step: 69299, loss_rec: 0.003435, loss_vq: 0.006216, loss_commit: 0.006216, perplexity: 194.210449, lr: 0.000400
+2024-01-29 16:32:20,748 - INFO - [Train] step: 69399, loss_rec: 0.003502, loss_vq: 0.006752, loss_commit: 0.006752, perplexity: 197.713013, lr: 0.000400
+2024-01-29 16:32:29,100 - INFO - [Train] step: 69499, loss_rec: 0.003330, loss_vq: 0.006098, loss_commit: 0.006098, perplexity: 191.548813, lr: 0.000400
+2024-01-29 16:32:37,457 - INFO - [Train] step: 69599, loss_rec: 0.003709, loss_vq: 0.006904, loss_commit: 0.006904, perplexity: 196.321701, lr: 0.000400
+2024-01-29 16:32:45,811 - INFO - [Train] step: 69699, loss_rec: 0.003476, loss_vq: 0.006237, loss_commit: 0.006237, perplexity: 192.912308, lr: 0.000400
+2024-01-29 16:32:54,166 - INFO - [Train] step: 69799, loss_rec: 0.003449, loss_vq: 0.006601, loss_commit: 0.006601, perplexity: 194.467148, lr: 0.000400
+2024-01-29 16:33:02,834 - INFO - [Train] step: 69899, loss_rec: 0.003269, loss_vq: 0.005811, loss_commit: 0.005811, perplexity: 190.160522, lr: 0.000400
+2024-01-29 16:33:11,185 - INFO - [Train] step: 69999, loss_rec: 0.003457, loss_vq: 0.006322, loss_commit: 0.006322, perplexity: 192.714172, lr: 0.000400
+2024-01-29 16:33:19,646 - INFO - [Train] step: 70099, loss_rec: 0.003352, loss_vq: 0.006214, loss_commit: 0.006214, perplexity: 193.994339, lr: 0.000400
+2024-01-29 16:33:27,995 - INFO - [Train] step: 70199, loss_rec: 0.003220, loss_vq: 0.006005, loss_commit: 0.006005, perplexity: 193.542145, lr: 0.000400
+2024-01-29 16:33:36,343 - INFO - [Train] step: 70299, loss_rec: 0.003230, loss_vq: 0.006049, loss_commit: 0.006049, perplexity: 191.881851, lr: 0.000400
+2024-01-29 16:33:44,690 - INFO - [Train] step: 70399, loss_rec: 0.003312, loss_vq: 0.005917, loss_commit: 0.005917, perplexity: 193.020233, lr: 0.000400
+2024-01-29 16:33:53,414 - INFO - [Train] step: 70499, loss_rec: 0.003374, loss_vq: 0.006171, loss_commit: 0.006171, perplexity: 194.522324, lr: 0.000400
+2024-01-29 16:34:01,762 - INFO - [Train] step: 70599, loss_rec: 0.003505, loss_vq: 0.006571, loss_commit: 0.006571, perplexity: 195.910339, lr: 0.000400
+2024-01-29 16:34:10,113 - INFO - [Train] step: 70699, loss_rec: 0.003428, loss_vq: 0.006172, loss_commit: 0.006172, perplexity: 193.852936, lr: 0.000400
+2024-01-29 16:34:18,464 - INFO - [Train] step: 70799, loss_rec: 0.003340, loss_vq: 0.006373, loss_commit: 0.006373, perplexity: 194.324493, lr: 0.000400
+2024-01-29 16:34:26,814 - INFO - [Train] step: 70899, loss_rec: 0.003312, loss_vq: 0.006144, loss_commit: 0.006144, perplexity: 194.068436, lr: 0.000400
+2024-01-29 16:34:35,168 - INFO - [Train] step: 70999, loss_rec: 0.003397, loss_vq: 0.006145, loss_commit: 0.006145, perplexity: 194.763184, lr: 0.000400
+2024-01-29 16:34:43,589 - INFO - [Train] step: 71099, loss_rec: 0.003456, loss_vq: 0.006306, loss_commit: 0.006306, perplexity: 195.359299, lr: 0.000400
+2024-01-29 16:34:52,296 - INFO - [Train] step: 71199, loss_rec: 0.003536, loss_vq: 0.006815, loss_commit: 0.006815, perplexity: 198.969193, lr: 0.000400
+2024-01-29 16:35:00,649 - INFO - [Train] step: 71299, loss_rec: 0.003402, loss_vq: 0.006234, loss_commit: 0.006234, perplexity: 193.846100, lr: 0.000400
+2024-01-29 16:35:08,999 - INFO - [Train] step: 71399, loss_rec: 0.003285, loss_vq: 0.005825, loss_commit: 0.005825, perplexity: 192.657471, lr: 0.000400
+2024-01-29 16:35:17,349 - INFO - [Train] step: 71499, loss_rec: 0.003383, loss_vq: 0.006598, loss_commit: 0.006598, perplexity: 194.621597, lr: 0.000400
+2024-01-29 16:35:25,697 - INFO - [Train] step: 71599, loss_rec: 0.003463, loss_vq: 0.006314, loss_commit: 0.006314, perplexity: 197.062637, lr: 0.000400
+2024-01-29 16:35:34,049 - INFO - [Train] step: 71699, loss_rec: 0.003377, loss_vq: 0.006216, loss_commit: 0.006216, perplexity: 195.476334, lr: 0.000400
+2024-01-29 16:35:42,747 - INFO - [Train] step: 71799, loss_rec: 0.003336, loss_vq: 0.006007, loss_commit: 0.006007, perplexity: 196.031723, lr: 0.000400
+2024-01-29 16:35:51,090 - INFO - [Train] step: 71899, loss_rec: 0.003248, loss_vq: 0.005859, loss_commit: 0.005859, perplexity: 193.247787, lr: 0.000400
+2024-01-29 16:35:59,438 - INFO - [Train] step: 71999, loss_rec: 0.003278, loss_vq: 0.006561, loss_commit: 0.006561, perplexity: 195.529099, lr: 0.000400
+2024-01-29 16:36:07,855 - INFO - [Train] step: 72099, loss_rec: 0.003332, loss_vq: 0.005831, loss_commit: 0.005831, perplexity: 195.334976, lr: 0.000400
+2024-01-29 16:36:16,200 - INFO - [Train] step: 72199, loss_rec: 0.003555, loss_vq: 0.006405, loss_commit: 0.006405, perplexity: 199.980270, lr: 0.000400
+2024-01-29 16:36:24,545 - INFO - [Train] step: 72299, loss_rec: 0.003512, loss_vq: 0.006653, loss_commit: 0.006653, perplexity: 199.937759, lr: 0.000400
+2024-01-29 16:36:33,230 - INFO - [Train] step: 72399, loss_rec: 0.003478, loss_vq: 0.006215, loss_commit: 0.006215, perplexity: 198.736694, lr: 0.000400
+2024-01-29 16:36:41,574 - INFO - [Train] step: 72499, loss_rec: 0.003250, loss_vq: 0.005821, loss_commit: 0.005821, perplexity: 197.387650, lr: 0.000400
+2024-01-29 16:36:49,918 - INFO - [Train] step: 72599, loss_rec: 0.003471, loss_vq: 0.006376, loss_commit: 0.006376, perplexity: 199.795364, lr: 0.000400
+2024-01-29 16:36:58,263 - INFO - [Train] step: 72699, loss_rec: 0.003397, loss_vq: 0.006226, loss_commit: 0.006226, perplexity: 199.687943, lr: 0.000400
+2024-01-29 16:37:06,609 - INFO - [Train] step: 72799, loss_rec: 0.003247, loss_vq: 0.005819, loss_commit: 0.005819, perplexity: 196.593658, lr: 0.000400
+2024-01-29 16:37:14,958 - INFO - [Train] step: 72899, loss_rec: 0.003138, loss_vq: 0.005617, loss_commit: 0.005617, perplexity: 194.659470, lr: 0.000400
+2024-01-29 16:37:23,303 - INFO - [Train] step: 72999, loss_rec: 0.003405, loss_vq: 0.006442, loss_commit: 0.006442, perplexity: 201.928253, lr: 0.000400
+2024-01-29 16:37:32,098 - INFO - [Train] step: 73099, loss_rec: 0.003386, loss_vq: 0.006188, loss_commit: 0.006188, perplexity: 199.848633, lr: 0.000400
+2024-01-29 16:37:40,441 - INFO - [Train] step: 73199, loss_rec: 0.003407, loss_vq: 0.006283, loss_commit: 0.006283, perplexity: 200.083282, lr: 0.000400
+2024-01-29 16:37:48,783 - INFO - [Train] step: 73299, loss_rec: 0.003398, loss_vq: 0.006386, loss_commit: 0.006386, perplexity: 198.685333, lr: 0.000400
+2024-01-29 16:37:57,127 - INFO - [Train] step: 73399, loss_rec: 0.003392, loss_vq: 0.006371, loss_commit: 0.006371, perplexity: 202.052979, lr: 0.000400
+2024-01-29 16:38:05,471 - INFO - [Train] step: 73499, loss_rec: 0.003424, loss_vq: 0.006126, loss_commit: 0.006126, perplexity: 198.725311, lr: 0.000400
+2024-01-29 16:38:13,815 - INFO - [Train] step: 73599, loss_rec: 0.003257, loss_vq: 0.005994, loss_commit: 0.005994, perplexity: 198.666000, lr: 0.000400
+2024-01-29 16:38:22,519 - INFO - [Train] step: 73699, loss_rec: 0.003622, loss_vq: 0.006361, loss_commit: 0.006361, perplexity: 198.461868, lr: 0.000400
+2024-01-29 16:38:30,868 - INFO - [Train] step: 73799, loss_rec: 0.003407, loss_vq: 0.006497, loss_commit: 0.006497, perplexity: 202.181335, lr: 0.000400
+2024-01-29 16:38:39,214 - INFO - [Train] step: 73899, loss_rec: 0.003340, loss_vq: 0.005904, loss_commit: 0.005904, perplexity: 198.025330, lr: 0.000400
+2024-01-29 16:38:47,560 - INFO - [Train] step: 73999, loss_rec: 0.003395, loss_vq: 0.006231, loss_commit: 0.006231, perplexity: 200.556686, lr: 0.000400
+2024-01-29 16:38:55,979 - INFO - [Train] step: 74099, loss_rec: 0.003370, loss_vq: 0.006141, loss_commit: 0.006141, perplexity: 200.289551, lr: 0.000400
+2024-01-29 16:39:04,326 - INFO - [Train] step: 74199, loss_rec: 0.003339, loss_vq: 0.006131, loss_commit: 0.006131, perplexity: 202.078018, lr: 0.000400
+2024-01-29 16:39:13,032 - INFO - [Train] step: 74299, loss_rec: 0.003414, loss_vq: 0.006099, loss_commit: 0.006099, perplexity: 201.883362, lr: 0.000400
+2024-01-29 16:39:21,378 - INFO - [Train] step: 74399, loss_rec: 0.003213, loss_vq: 0.005987, loss_commit: 0.005987, perplexity: 200.635406, lr: 0.000400
+2024-01-29 16:39:29,726 - INFO - [Train] step: 74499, loss_rec: 0.003567, loss_vq: 0.006476, loss_commit: 0.006476, perplexity: 203.725586, lr: 0.000400
+2024-01-29 16:39:38,072 - INFO - [Train] step: 74599, loss_rec: 0.003347, loss_vq: 0.006101, loss_commit: 0.006101, perplexity: 201.950089, lr: 0.000400
+2024-01-29 16:39:46,419 - INFO - [Train] step: 74699, loss_rec: 0.003480, loss_vq: 0.006124, loss_commit: 0.006124, perplexity: 200.378601, lr: 0.000400
+2024-01-29 16:39:54,766 - INFO - [Train] step: 74799, loss_rec: 0.003645, loss_vq: 0.006947, loss_commit: 0.006947, perplexity: 206.098038, lr: 0.000400
+2024-01-29 16:40:03,115 - INFO - [Train] step: 74899, loss_rec: 0.003429, loss_vq: 0.006138, loss_commit: 0.006138, perplexity: 200.755310, lr: 0.000400
+2024-01-29 16:40:11,816 - INFO - [Train] step: 74999, loss_rec: 0.003336, loss_vq: 0.006188, loss_commit: 0.006188, perplexity: 202.337967, lr: 0.000400
+2024-01-29 16:40:20,234 - INFO - [Train] step: 75099, loss_rec: 0.003374, loss_vq: 0.005932, loss_commit: 0.005932, perplexity: 202.464584, lr: 0.000400
+2024-01-29 16:40:28,580 - INFO - [Train] step: 75199, loss_rec: 0.003382, loss_vq: 0.006350, loss_commit: 0.006350, perplexity: 202.843201, lr: 0.000400
+2024-01-29 16:40:36,927 - INFO - [Train] step: 75299, loss_rec: 0.003460, loss_vq: 0.007319, loss_commit: 0.007319, perplexity: 202.837494, lr: 0.000400
+2024-01-29 16:40:45,273 - INFO - [Train] step: 75399, loss_rec: 0.003324, loss_vq: 0.006078, loss_commit: 0.006078, perplexity: 204.585861, lr: 0.000400
+2024-01-29 16:40:53,618 - INFO - [Train] step: 75499, loss_rec: 0.003346, loss_vq: 0.006005, loss_commit: 0.006005, perplexity: 200.479233, lr: 0.000400
+2024-01-29 16:41:02,324 - INFO - [Train] step: 75599, loss_rec: 0.003392, loss_vq: 0.006404, loss_commit: 0.006404, perplexity: 202.184433, lr: 0.000400
+2024-01-29 16:41:10,670 - INFO - [Train] step: 75699, loss_rec: 0.003565, loss_vq: 0.006272, loss_commit: 0.006272, perplexity: 203.612625, lr: 0.000400
+2024-01-29 16:41:19,014 - INFO - [Train] step: 75799, loss_rec: 0.003209, loss_vq: 0.005837, loss_commit: 0.005837, perplexity: 199.614822, lr: 0.000400
+2024-01-29 16:41:27,359 - INFO - [Train] step: 75899, loss_rec: 0.003345, loss_vq: 0.006010, loss_commit: 0.006010, perplexity: 201.311020, lr: 0.000400
+2024-01-29 16:41:35,703 - INFO - [Train] step: 75999, loss_rec: 0.003561, loss_vq: 0.006969, loss_commit: 0.006969, perplexity: 206.801514, lr: 0.000400
+2024-01-29 16:41:44,119 - INFO - [Train] step: 76099, loss_rec: 0.003458, loss_vq: 0.006187, loss_commit: 0.006187, perplexity: 205.895111, lr: 0.000400
+2024-01-29 16:41:52,480 - INFO - [Train] step: 76199, loss_rec: 0.003499, loss_vq: 0.006199, loss_commit: 0.006199, perplexity: 204.322342, lr: 0.000400
+2024-01-29 16:42:01,169 - INFO - [Train] step: 76299, loss_rec: 0.003287, loss_vq: 0.006067, loss_commit: 0.006067, perplexity: 203.589722, lr: 0.000400
+2024-01-29 16:42:09,511 - INFO - [Train] step: 76399, loss_rec: 0.003318, loss_vq: 0.006042, loss_commit: 0.006042, perplexity: 203.541779, lr: 0.000400
+2024-01-29 16:42:17,855 - INFO - [Train] step: 76499, loss_rec: 0.003413, loss_vq: 0.006389, loss_commit: 0.006389, perplexity: 204.906479, lr: 0.000400
+2024-01-29 16:42:26,199 - INFO - [Train] step: 76599, loss_rec: 0.003293, loss_vq: 0.006239, loss_commit: 0.006239, perplexity: 205.271637, lr: 0.000400
+2024-01-29 16:42:34,543 - INFO - [Train] step: 76699, loss_rec: 0.003193, loss_vq: 0.005877, loss_commit: 0.005877, perplexity: 204.482285, lr: 0.000400
+2024-01-29 16:42:42,890 - INFO - [Train] step: 76799, loss_rec: 0.003552, loss_vq: 0.006343, loss_commit: 0.006343, perplexity: 204.093018, lr: 0.000400
+2024-01-29 16:42:51,575 - INFO - [Train] step: 76899, loss_rec: 0.003255, loss_vq: 0.006138, loss_commit: 0.006138, perplexity: 206.691101, lr: 0.000400
+2024-01-29 16:42:59,924 - INFO - [Train] step: 76999, loss_rec: 0.003427, loss_vq: 0.006022, loss_commit: 0.006022, perplexity: 202.703873, lr: 0.000400
+2024-01-29 16:43:08,338 - INFO - [Train] step: 77099, loss_rec: 0.003326, loss_vq: 0.005995, loss_commit: 0.005995, perplexity: 205.409805, lr: 0.000400
+2024-01-29 16:43:16,684 - INFO - [Train] step: 77199, loss_rec: 0.003310, loss_vq: 0.005628, loss_commit: 0.005628, perplexity: 203.467056, lr: 0.000400
+2024-01-29 16:43:25,030 - INFO - [Train] step: 77299, loss_rec: 0.003505, loss_vq: 0.007841, loss_commit: 0.007841, perplexity: 206.279343, lr: 0.000400
+2024-01-29 16:43:33,379 - INFO - [Train] step: 77399, loss_rec: 0.003266, loss_vq: 0.006198, loss_commit: 0.006198, perplexity: 204.733215, lr: 0.000400
+2024-01-29 16:43:42,099 - INFO - [Train] step: 77499, loss_rec: 0.003418, loss_vq: 0.006068, loss_commit: 0.006068, perplexity: 203.733841, lr: 0.000400
+2024-01-29 16:43:50,443 - INFO - [Train] step: 77599, loss_rec: 0.003556, loss_vq: 0.006312, loss_commit: 0.006312, perplexity: 208.636658, lr: 0.000400
+2024-01-29 16:43:58,794 - INFO - [Train] step: 77699, loss_rec: 0.003500, loss_vq: 0.006535, loss_commit: 0.006535, perplexity: 210.828232, lr: 0.000400
+2024-01-29 16:44:07,139 - INFO - [Train] step: 77799, loss_rec: 0.003337, loss_vq: 0.006092, loss_commit: 0.006092, perplexity: 204.291260, lr: 0.000400
+2024-01-29 16:44:15,489 - INFO - [Train] step: 77899, loss_rec: 0.003387, loss_vq: 0.005900, loss_commit: 0.005900, perplexity: 206.550613, lr: 0.000400
+2024-01-29 16:44:23,839 - INFO - [Train] step: 77999, loss_rec: 0.003433, loss_vq: 0.006569, loss_commit: 0.006569, perplexity: 210.032532, lr: 0.000400
+2024-01-29 16:44:32,250 - INFO - [Train] step: 78099, loss_rec: 0.003364, loss_vq: 0.006040, loss_commit: 0.006040, perplexity: 206.436371, lr: 0.000400
+2024-01-29 16:44:41,006 - INFO - [Train] step: 78199, loss_rec: 0.003292, loss_vq: 0.005869, loss_commit: 0.005869, perplexity: 207.643295, lr: 0.000400
+2024-01-29 16:44:49,349 - INFO - [Train] step: 78299, loss_rec: 0.003266, loss_vq: 0.005754, loss_commit: 0.005754, perplexity: 204.720917, lr: 0.000400
+2024-01-29 16:44:57,694 - INFO - [Train] step: 78399, loss_rec: 0.003470, loss_vq: 0.006313, loss_commit: 0.006313, perplexity: 209.306976, lr: 0.000400
+2024-01-29 16:45:06,046 - INFO - [Train] step: 78499, loss_rec: 0.003234, loss_vq: 0.005791, loss_commit: 0.005791, perplexity: 206.107971, lr: 0.000400
+2024-01-29 16:45:14,390 - INFO - [Train] step: 78599, loss_rec: 0.003357, loss_vq: 0.006051, loss_commit: 0.006051, perplexity: 207.816238, lr: 0.000400
+2024-01-29 16:45:22,735 - INFO - [Train] step: 78699, loss_rec: 0.003459, loss_vq: 0.006423, loss_commit: 0.006423, perplexity: 210.012085, lr: 0.000400
+2024-01-29 16:45:31,395 - INFO - [Train] step: 78799, loss_rec: 0.003361, loss_vq: 0.006202, loss_commit: 0.006202, perplexity: 209.358597, lr: 0.000400
+2024-01-29 16:45:39,737 - INFO - [Train] step: 78899, loss_rec: 0.003449, loss_vq: 0.006262, loss_commit: 0.006262, perplexity: 211.107574, lr: 0.000400
+2024-01-29 16:45:48,080 - INFO - [Train] step: 78999, loss_rec: 0.003377, loss_vq: 0.006168, loss_commit: 0.006168, perplexity: 206.860489, lr: 0.000400
+2024-01-29 16:45:56,497 - INFO - [Train] step: 79099, loss_rec: 0.003356, loss_vq: 0.006102, loss_commit: 0.006102, perplexity: 207.714203, lr: 0.000400
+2024-01-29 16:46:04,842 - INFO - [Train] step: 79199, loss_rec: 0.003512, loss_vq: 0.006337, loss_commit: 0.006337, perplexity: 209.905563, lr: 0.000400
+2024-01-29 16:46:13,188 - INFO - [Train] step: 79299, loss_rec: 0.003388, loss_vq: 0.006142, loss_commit: 0.006142, perplexity: 208.283600, lr: 0.000400
+2024-01-29 16:46:21,935 - INFO - [Train] step: 79399, loss_rec: 0.003242, loss_vq: 0.006168, loss_commit: 0.006168, perplexity: 209.424377, lr: 0.000400
+2024-01-29 16:46:30,278 - INFO - [Train] step: 79499, loss_rec: 0.003436, loss_vq: 0.006242, loss_commit: 0.006242, perplexity: 211.940414, lr: 0.000400
+2024-01-29 16:46:38,622 - INFO - [Train] step: 79599, loss_rec: 0.003378, loss_vq: 0.006126, loss_commit: 0.006126, perplexity: 212.239258, lr: 0.000400
+2024-01-29 16:46:46,966 - INFO - [Train] step: 79699, loss_rec: 0.003407, loss_vq: 0.006242, loss_commit: 0.006242, perplexity: 209.201706, lr: 0.000400
+2024-01-29 16:46:55,307 - INFO - [Train] step: 79799, loss_rec: 0.003127, loss_vq: 0.005935, loss_commit: 0.005935, perplexity: 206.542130, lr: 0.000400
+2024-01-29 16:47:03,651 - INFO - [Train] step: 79899, loss_rec: 0.003241, loss_vq: 0.006166, loss_commit: 0.006166, perplexity: 212.024918, lr: 0.000400
+2024-01-29 16:47:11,993 - INFO - [Train] step: 79999, loss_rec: 0.003269, loss_vq: 0.006067, loss_commit: 0.006067, perplexity: 210.535202, lr: 0.000400
+2024-01-29 16:47:20,798 - INFO - [Train] step: 80099, loss_rec: 0.003296, loss_vq: 0.005791, loss_commit: 0.005791, perplexity: 209.924393, lr: 0.000400
+2024-01-29 16:47:29,141 - INFO - [Train] step: 80199, loss_rec: 0.003525, loss_vq: 0.006270, loss_commit: 0.006270, perplexity: 211.121567, lr: 0.000400
+2024-01-29 16:47:37,485 - INFO - [Train] step: 80299, loss_rec: 0.003447, loss_vq: 0.006140, loss_commit: 0.006140, perplexity: 212.683304, lr: 0.000400
+2024-01-29 16:47:45,827 - INFO - [Train] step: 80399, loss_rec: 0.003232, loss_vq: 0.005960, loss_commit: 0.005960, perplexity: 211.290985, lr: 0.000400
+2024-01-29 16:47:54,170 - INFO - [Train] step: 80499, loss_rec: 0.003432, loss_vq: 0.006269, loss_commit: 0.006269, perplexity: 214.542191, lr: 0.000400
+2024-01-29 16:48:02,513 - INFO - [Train] step: 80599, loss_rec: 0.003550, loss_vq: 0.006622, loss_commit: 0.006622, perplexity: 211.703247, lr: 0.000400
+2024-01-29 16:48:11,199 - INFO - [Train] step: 80699, loss_rec: 0.003183, loss_vq: 0.005845, loss_commit: 0.005845, perplexity: 210.735046, lr: 0.000400
+2024-01-29 16:48:19,541 - INFO - [Train] step: 80799, loss_rec: 0.003313, loss_vq: 0.005904, loss_commit: 0.005904, perplexity: 210.717056, lr: 0.000400
+2024-01-29 16:48:27,884 - INFO - [Train] step: 80899, loss_rec: 0.003349, loss_vq: 0.006299, loss_commit: 0.006299, perplexity: 212.369446, lr: 0.000400
+2024-01-29 16:48:36,225 - INFO - [Train] step: 80999, loss_rec: 0.003206, loss_vq: 0.005764, loss_commit: 0.005764, perplexity: 209.910370, lr: 0.000400
+2024-01-29 16:48:44,640 - INFO - [Train] step: 81099, loss_rec: 0.003571, loss_vq: 0.006415, loss_commit: 0.006415, perplexity: 215.920303, lr: 0.000400
+2024-01-29 16:48:52,983 - INFO - [Train] step: 81199, loss_rec: 0.003483, loss_vq: 0.006580, loss_commit: 0.006580, perplexity: 213.001572, lr: 0.000400
+2024-01-29 16:49:01,717 - INFO - [Train] step: 81299, loss_rec: 0.003488, loss_vq: 0.006157, loss_commit: 0.006157, perplexity: 213.231018, lr: 0.000400
+2024-01-29 16:49:10,060 - INFO - [Train] step: 81399, loss_rec: 0.003427, loss_vq: 0.006082, loss_commit: 0.006082, perplexity: 211.747772, lr: 0.000400
+2024-01-29 16:49:18,401 - INFO - [Train] step: 81499, loss_rec: 0.003448, loss_vq: 0.006585, loss_commit: 0.006585, perplexity: 214.876266, lr: 0.000400
+2024-01-29 16:49:26,741 - INFO - [Train] step: 81599, loss_rec: 0.003402, loss_vq: 0.006149, loss_commit: 0.006149, perplexity: 213.798019, lr: 0.000400
+2024-01-29 16:49:35,081 - INFO - [Train] step: 81699, loss_rec: 0.003187, loss_vq: 0.005772, loss_commit: 0.005772, perplexity: 208.320938, lr: 0.000400
+2024-01-29 16:49:43,425 - INFO - [Train] step: 81799, loss_rec: 0.003228, loss_vq: 0.005887, loss_commit: 0.005887, perplexity: 211.788879, lr: 0.000400
+2024-01-29 16:49:51,765 - INFO - [Train] step: 81899, loss_rec: 0.003318, loss_vq: 0.006057, loss_commit: 0.006057, perplexity: 212.049179, lr: 0.000400
+2024-01-29 16:50:00,426 - INFO - [Train] step: 81999, loss_rec: 0.003318, loss_vq: 0.006002, loss_commit: 0.006002, perplexity: 213.868683, lr: 0.000400
+2024-01-29 16:50:08,838 - INFO - [Train] step: 82099, loss_rec: 0.003314, loss_vq: 0.005928, loss_commit: 0.005928, perplexity: 211.202133, lr: 0.000400
+2024-01-29 16:50:17,179 - INFO - [Train] step: 82199, loss_rec: 0.003256, loss_vq: 0.006031, loss_commit: 0.006031, perplexity: 212.441147, lr: 0.000400
+2024-01-29 16:50:25,521 - INFO - [Train] step: 82299, loss_rec: 0.003410, loss_vq: 0.005816, loss_commit: 0.005816, perplexity: 211.478653, lr: 0.000400
+2024-01-29 16:50:33,863 - INFO - [Train] step: 82399, loss_rec: 0.003232, loss_vq: 0.005767, loss_commit: 0.005767, perplexity: 212.279755, lr: 0.000400
+2024-01-29 16:50:42,205 - INFO - [Train] step: 82499, loss_rec: 0.003400, loss_vq: 0.006008, loss_commit: 0.006008, perplexity: 212.123016, lr: 0.000400
+2024-01-29 16:50:50,887 - INFO - [Train] step: 82599, loss_rec: 0.003388, loss_vq: 0.006269, loss_commit: 0.006269, perplexity: 213.769577, lr: 0.000400
+2024-01-29 16:50:59,230 - INFO - [Train] step: 82699, loss_rec: 0.003252, loss_vq: 0.006083, loss_commit: 0.006083, perplexity: 212.367722, lr: 0.000400
+2024-01-29 16:51:07,573 - INFO - [Train] step: 82799, loss_rec: 0.003393, loss_vq: 0.006231, loss_commit: 0.006231, perplexity: 211.127014, lr: 0.000400
+2024-01-29 16:51:15,913 - INFO - [Train] step: 82899, loss_rec: 0.003567, loss_vq: 0.006443, loss_commit: 0.006443, perplexity: 216.871902, lr: 0.000400
+2024-01-29 16:51:24,258 - INFO - [Train] step: 82999, loss_rec: 0.003338, loss_vq: 0.006018, loss_commit: 0.006018, perplexity: 211.171707, lr: 0.000400
+2024-01-29 16:51:32,671 - INFO - [Train] step: 83099, loss_rec: 0.003428, loss_vq: 0.006105, loss_commit: 0.006105, perplexity: 212.704086, lr: 0.000400
+2024-01-29 16:51:41,344 - INFO - [Train] step: 83199, loss_rec: 0.003245, loss_vq: 0.005938, loss_commit: 0.005938, perplexity: 213.896011, lr: 0.000400
+2024-01-29 16:51:49,685 - INFO - [Train] step: 83299, loss_rec: 0.003148, loss_vq: 0.005718, loss_commit: 0.005718, perplexity: 211.031006, lr: 0.000400
+2024-01-29 16:51:58,026 - INFO - [Train] step: 83399, loss_rec: 0.003360, loss_vq: 0.006015, loss_commit: 0.006015, perplexity: 214.977417, lr: 0.000400
+2024-01-29 16:52:06,368 - INFO - [Train] step: 83499, loss_rec: 0.003279, loss_vq: 0.005977, loss_commit: 0.005977, perplexity: 214.469269, lr: 0.000400
+2024-01-29 16:52:14,718 - INFO - [Train] step: 83599, loss_rec: 0.003426, loss_vq: 0.006012, loss_commit: 0.006012, perplexity: 214.873291, lr: 0.000400
+2024-01-29 16:52:23,061 - INFO - [Train] step: 83699, loss_rec: 0.003368, loss_vq: 0.005911, loss_commit: 0.005911, perplexity: 216.160141, lr: 0.000400
+2024-01-29 16:52:31,403 - INFO - [Train] step: 83799, loss_rec: 0.003127, loss_vq: 0.005562, loss_commit: 0.005562, perplexity: 210.756470, lr: 0.000400
+2024-01-29 16:52:40,100 - INFO - [Train] step: 83899, loss_rec: 0.003349, loss_vq: 0.005892, loss_commit: 0.005892, perplexity: 213.198502, lr: 0.000400
+2024-01-29 16:52:48,444 - INFO - [Train] step: 83999, loss_rec: 0.003218, loss_vq: 0.005907, loss_commit: 0.005907, perplexity: 213.368530, lr: 0.000400
+2024-01-29 16:52:56,858 - INFO - [Train] step: 84099, loss_rec: 0.003258, loss_vq: 0.005861, loss_commit: 0.005861, perplexity: 215.340210, lr: 0.000400
+2024-01-29 16:53:05,199 - INFO - [Train] step: 84199, loss_rec: 0.003410, loss_vq: 0.006392, loss_commit: 0.006392, perplexity: 215.647949, lr: 0.000400
+2024-01-29 16:53:13,546 - INFO - [Train] step: 84299, loss_rec: 0.003210, loss_vq: 0.005676, loss_commit: 0.005676, perplexity: 213.607162, lr: 0.000400
+2024-01-29 16:53:21,898 - INFO - [Train] step: 84399, loss_rec: 0.003264, loss_vq: 0.006017, loss_commit: 0.006017, perplexity: 217.321777, lr: 0.000400
+2024-01-29 16:53:30,612 - INFO - [Train] step: 84499, loss_rec: 0.003281, loss_vq: 0.006095, loss_commit: 0.006095, perplexity: 214.685272, lr: 0.000400
+2024-01-29 16:53:38,953 - INFO - [Train] step: 84599, loss_rec: 0.003223, loss_vq: 0.006216, loss_commit: 0.006216, perplexity: 215.688782, lr: 0.000400
+2024-01-29 16:53:47,293 - INFO - [Train] step: 84699, loss_rec: 0.003286, loss_vq: 0.005748, loss_commit: 0.005748, perplexity: 215.269257, lr: 0.000400
+2024-01-29 16:53:55,634 - INFO - [Train] step: 84799, loss_rec: 0.003157, loss_vq: 0.005839, loss_commit: 0.005839, perplexity: 214.996582, lr: 0.000400
+2024-01-29 16:54:03,975 - INFO - [Train] step: 84899, loss_rec: 0.003192, loss_vq: 0.005935, loss_commit: 0.005935, perplexity: 216.282516, lr: 0.000400
+2024-01-29 16:54:12,315 - INFO - [Train] step: 84999, loss_rec: 0.003200, loss_vq: 0.005718, loss_commit: 0.005718, perplexity: 215.661118, lr: 0.000400
+2024-01-29 16:54:21,086 - INFO - [Train] step: 85099, loss_rec: 0.003285, loss_vq: 0.005756, loss_commit: 0.005756, perplexity: 217.055313, lr: 0.000400
+2024-01-29 16:54:29,440 - INFO - [Train] step: 85199, loss_rec: 0.003376, loss_vq: 0.006108, loss_commit: 0.006108, perplexity: 220.964844, lr: 0.000400
+2024-01-29 16:54:37,783 - INFO - [Train] step: 85299, loss_rec: 0.003123, loss_vq: 0.005913, loss_commit: 0.005913, perplexity: 214.747528, lr: 0.000400
+2024-01-29 16:54:46,124 - INFO - [Train] step: 85399, loss_rec: 0.003427, loss_vq: 0.006583, loss_commit: 0.006583, perplexity: 220.645813, lr: 0.000400
+2024-01-29 16:54:54,466 - INFO - [Train] step: 85499, loss_rec: 0.003174, loss_vq: 0.005962, loss_commit: 0.005962, perplexity: 216.912628, lr: 0.000400
+2024-01-29 16:55:02,811 - INFO - [Train] step: 85599, loss_rec: 0.003497, loss_vq: 0.006629, loss_commit: 0.006629, perplexity: 219.218933, lr: 0.000400
+2024-01-29 16:55:11,153 - INFO - [Train] step: 85699, loss_rec: 0.003410, loss_vq: 0.006254, loss_commit: 0.006254, perplexity: 219.709961, lr: 0.000400
+2024-01-29 16:55:19,878 - INFO - [Train] step: 85799, loss_rec: 0.003261, loss_vq: 0.006170, loss_commit: 0.006170, perplexity: 217.442871, lr: 0.000400
+2024-01-29 16:55:28,218 - INFO - [Train] step: 85899, loss_rec: 0.003300, loss_vq: 0.005929, loss_commit: 0.005929, perplexity: 218.710968, lr: 0.000400
+2024-01-29 16:55:36,559 - INFO - [Train] step: 85999, loss_rec: 0.003252, loss_vq: 0.005759, loss_commit: 0.005759, perplexity: 214.912537, lr: 0.000400
+2024-01-29 16:55:44,975 - INFO - [Train] step: 86099, loss_rec: 0.003427, loss_vq: 0.006152, loss_commit: 0.006152, perplexity: 220.555878, lr: 0.000400
+2024-01-29 16:55:53,317 - INFO - [Train] step: 86199, loss_rec: 0.003183, loss_vq: 0.005843, loss_commit: 0.005843, perplexity: 216.864029, lr: 0.000400
+2024-01-29 16:56:01,656 - INFO - [Train] step: 86299, loss_rec: 0.003176, loss_vq: 0.005628, loss_commit: 0.005628, perplexity: 216.877472, lr: 0.000400
+2024-01-29 16:56:10,311 - INFO - [Train] step: 86399, loss_rec: 0.003422, loss_vq: 0.006015, loss_commit: 0.006015, perplexity: 220.297424, lr: 0.000400
+2024-01-29 16:56:18,652 - INFO - [Train] step: 86499, loss_rec: 0.003265, loss_vq: 0.005970, loss_commit: 0.005970, perplexity: 216.098511, lr: 0.000400
+2024-01-29 16:56:26,995 - INFO - [Train] step: 86599, loss_rec: 0.003301, loss_vq: 0.006057, loss_commit: 0.006057, perplexity: 219.034821, lr: 0.000400
+2024-01-29 16:56:35,338 - INFO - [Train] step: 86699, loss_rec: 0.003435, loss_vq: 0.006710, loss_commit: 0.006710, perplexity: 222.140457, lr: 0.000400
+2024-01-29 16:56:43,680 - INFO - [Train] step: 86799, loss_rec: 0.003302, loss_vq: 0.006002, loss_commit: 0.006002, perplexity: 218.089981, lr: 0.000400
+2024-01-29 16:56:52,026 - INFO - [Train] step: 86899, loss_rec: 0.003189, loss_vq: 0.005407, loss_commit: 0.005407, perplexity: 213.028076, lr: 0.000400
+2024-01-29 16:57:00,761 - INFO - [Train] step: 86999, loss_rec: 0.003198, loss_vq: 0.005766, loss_commit: 0.005766, perplexity: 217.130157, lr: 0.000400
+2024-01-29 16:57:09,172 - INFO - [Train] step: 87099, loss_rec: 0.003152, loss_vq: 0.005599, loss_commit: 0.005599, perplexity: 215.035034, lr: 0.000400
+2024-01-29 16:57:17,511 - INFO - [Train] step: 87199, loss_rec: 0.003238, loss_vq: 0.006045, loss_commit: 0.006045, perplexity: 217.164536, lr: 0.000400
+2024-01-29 16:57:25,850 - INFO - [Train] step: 87299, loss_rec: 0.003347, loss_vq: 0.006198, loss_commit: 0.006198, perplexity: 219.486694, lr: 0.000400
+2024-01-29 16:57:34,189 - INFO - [Train] step: 87399, loss_rec: 0.003350, loss_vq: 0.006148, loss_commit: 0.006148, perplexity: 223.056244, lr: 0.000400
+2024-01-29 16:57:42,528 - INFO - [Train] step: 87499, loss_rec: 0.003316, loss_vq: 0.006312, loss_commit: 0.006312, perplexity: 219.156540, lr: 0.000400
+2024-01-29 16:57:50,868 - INFO - [Train] step: 87599, loss_rec: 0.003246, loss_vq: 0.005948, loss_commit: 0.005948, perplexity: 219.866104, lr: 0.000400
+2024-01-29 16:57:59,527 - INFO - [Train] step: 87699, loss_rec: 0.003327, loss_vq: 0.006619, loss_commit: 0.006619, perplexity: 220.120697, lr: 0.000400
+2024-01-29 16:58:07,869 - INFO - [Train] step: 87799, loss_rec: 0.003118, loss_vq: 0.005927, loss_commit: 0.005927, perplexity: 217.566071, lr: 0.000400
+2024-01-29 16:58:16,212 - INFO - [Train] step: 87899, loss_rec: 0.003182, loss_vq: 0.005927, loss_commit: 0.005927, perplexity: 219.366379, lr: 0.000400
+2024-01-29 16:58:24,552 - INFO - [Train] step: 87999, loss_rec: 0.003402, loss_vq: 0.005987, loss_commit: 0.005987, perplexity: 219.497162, lr: 0.000400
+2024-01-29 16:58:32,963 - INFO - [Train] step: 88099, loss_rec: 0.003267, loss_vq: 0.006118, loss_commit: 0.006118, perplexity: 219.525528, lr: 0.000400
+2024-01-29 16:58:41,303 - INFO - [Train] step: 88199, loss_rec: 0.003281, loss_vq: 0.006123, loss_commit: 0.006123, perplexity: 218.808929, lr: 0.000400
+2024-01-29 16:58:50,139 - INFO - [Train] step: 88299, loss_rec: 0.003209, loss_vq: 0.005878, loss_commit: 0.005878, perplexity: 217.080261, lr: 0.000400
+2024-01-29 16:58:58,476 - INFO - [Train] step: 88399, loss_rec: 0.003263, loss_vq: 0.005934, loss_commit: 0.005934, perplexity: 218.813736, lr: 0.000400
+2024-01-29 16:59:06,813 - INFO - [Train] step: 88499, loss_rec: 0.003347, loss_vq: 0.006053, loss_commit: 0.006053, perplexity: 220.136856, lr: 0.000400
+2024-01-29 16:59:15,151 - INFO - [Train] step: 88599, loss_rec: 0.003307, loss_vq: 0.006085, loss_commit: 0.006085, perplexity: 220.873291, lr: 0.000400
+2024-01-29 16:59:23,488 - INFO - [Train] step: 88699, loss_rec: 0.003349, loss_vq: 0.005994, loss_commit: 0.005994, perplexity: 221.303436, lr: 0.000400
+2024-01-29 16:59:31,825 - INFO - [Train] step: 88799, loss_rec: 0.003334, loss_vq: 0.005981, loss_commit: 0.005981, perplexity: 221.982788, lr: 0.000400
+2024-01-29 16:59:40,184 - INFO - [Train] step: 88899, loss_rec: 0.003179, loss_vq: 0.005994, loss_commit: 0.005994, perplexity: 215.780960, lr: 0.000400
+2024-01-29 16:59:48,831 - INFO - [Train] step: 88999, loss_rec: 0.003362, loss_vq: 0.006154, loss_commit: 0.006154, perplexity: 222.190994, lr: 0.000400
+2024-01-29 16:59:57,242 - INFO - [Train] step: 89099, loss_rec: 0.003294, loss_vq: 0.005965, loss_commit: 0.005965, perplexity: 220.288055, lr: 0.000400
+2024-01-29 17:00:05,580 - INFO - [Train] step: 89199, loss_rec: 0.003253, loss_vq: 0.005987, loss_commit: 0.005987, perplexity: 221.165955, lr: 0.000400
+2024-01-29 17:00:13,918 - INFO - [Train] step: 89299, loss_rec: 0.003372, loss_vq: 0.006216, loss_commit: 0.006216, perplexity: 219.268494, lr: 0.000400
+2024-01-29 17:00:22,257 - INFO - [Train] step: 89399, loss_rec: 0.003350, loss_vq: 0.006061, loss_commit: 0.006061, perplexity: 219.466812, lr: 0.000400
+2024-01-29 17:00:30,596 - INFO - [Train] step: 89499, loss_rec: 0.003280, loss_vq: 0.005845, loss_commit: 0.005845, perplexity: 219.842529, lr: 0.000400
+2024-01-29 17:00:39,275 - INFO - [Train] step: 89599, loss_rec: 0.003379, loss_vq: 0.006422, loss_commit: 0.006422, perplexity: 222.007233, lr: 0.000400
+2024-01-29 17:00:47,616 - INFO - [Train] step: 89699, loss_rec: 0.003414, loss_vq: 0.006260, loss_commit: 0.006260, perplexity: 222.665619, lr: 0.000400
+2024-01-29 17:00:55,955 - INFO - [Train] step: 89799, loss_rec: 0.003383, loss_vq: 0.006347, loss_commit: 0.006347, perplexity: 222.393967, lr: 0.000400
+2024-01-29 17:01:04,297 - INFO - [Train] step: 89899, loss_rec: 0.003157, loss_vq: 0.005812, loss_commit: 0.005812, perplexity: 220.262543, lr: 0.000400
+2024-01-29 17:01:12,637 - INFO - [Train] step: 89999, loss_rec: 0.003300, loss_vq: 0.005947, loss_commit: 0.005947, perplexity: 221.246658, lr: 0.000400
+2024-01-29 17:01:21,083 - INFO - [Train] step: 90099, loss_rec: 0.003041, loss_vq: 0.005501, loss_commit: 0.005501, perplexity: 218.379684, lr: 0.000400
+2024-01-29 17:01:29,844 - INFO - [Train] step: 90199, loss_rec: 0.003154, loss_vq: 0.005992, loss_commit: 0.005992, perplexity: 221.753845, lr: 0.000400
+2024-01-29 17:01:38,185 - INFO - [Train] step: 90299, loss_rec: 0.003183, loss_vq: 0.005804, loss_commit: 0.005804, perplexity: 218.975311, lr: 0.000400
+2024-01-29 17:01:46,528 - INFO - [Train] step: 90399, loss_rec: 0.003384, loss_vq: 0.005849, loss_commit: 0.005849, perplexity: 222.035828, lr: 0.000400
+2024-01-29 17:01:54,865 - INFO - [Train] step: 90499, loss_rec: 0.003247, loss_vq: 0.005706, loss_commit: 0.005706, perplexity: 221.467911, lr: 0.000400
+2024-01-29 17:02:03,207 - INFO - [Train] step: 90599, loss_rec: 0.003025, loss_vq: 0.005523, loss_commit: 0.005523, perplexity: 218.205643, lr: 0.000400
+2024-01-29 17:02:11,545 - INFO - [Train] step: 90699, loss_rec: 0.003303, loss_vq: 0.005961, loss_commit: 0.005961, perplexity: 221.337189, lr: 0.000400
+2024-01-29 17:02:19,877 - INFO - [Train] step: 90799, loss_rec: 0.003589, loss_vq: 0.006022, loss_commit: 0.006022, perplexity: 223.482437, lr: 0.000400
+2024-01-29 17:02:28,588 - INFO - [Train] step: 90899, loss_rec: 0.003280, loss_vq: 0.005787, loss_commit: 0.005787, perplexity: 221.881943, lr: 0.000400
+2024-01-29 17:02:36,929 - INFO - [Train] step: 90999, loss_rec: 0.003131, loss_vq: 0.005650, loss_commit: 0.005650, perplexity: 222.098099, lr: 0.000400
+2024-01-29 17:02:45,337 - INFO - [Train] step: 91099, loss_rec: 0.003538, loss_vq: 0.006404, loss_commit: 0.006404, perplexity: 223.511322, lr: 0.000400
+2024-01-29 17:02:53,675 - INFO - [Train] step: 91199, loss_rec: 0.003197, loss_vq: 0.005799, loss_commit: 0.005799, perplexity: 221.874115, lr: 0.000400
+2024-01-29 17:03:02,014 - INFO - [Train] step: 91299, loss_rec: 0.003201, loss_vq: 0.005670, loss_commit: 0.005670, perplexity: 220.637939, lr: 0.000400
+2024-01-29 17:03:10,351 - INFO - [Train] step: 91399, loss_rec: 0.003281, loss_vq: 0.005936, loss_commit: 0.005936, perplexity: 223.659073, lr: 0.000400
+2024-01-29 17:03:19,022 - INFO - [Train] step: 91499, loss_rec: 0.003302, loss_vq: 0.005789, loss_commit: 0.005789, perplexity: 223.714218, lr: 0.000400
+2024-01-29 17:03:27,361 - INFO - [Train] step: 91599, loss_rec: 0.003323, loss_vq: 0.006217, loss_commit: 0.006217, perplexity: 223.147110, lr: 0.000400
+2024-01-29 17:03:35,699 - INFO - [Train] step: 91699, loss_rec: 0.003319, loss_vq: 0.006029, loss_commit: 0.006029, perplexity: 224.213806, lr: 0.000400
+2024-01-29 17:03:44,035 - INFO - [Train] step: 91799, loss_rec: 0.003255, loss_vq: 0.005923, loss_commit: 0.005923, perplexity: 224.755325, lr: 0.000400
+2024-01-29 17:03:52,375 - INFO - [Train] step: 91899, loss_rec: 0.003247, loss_vq: 0.006247, loss_commit: 0.006247, perplexity: 224.761536, lr: 0.000400
+2024-01-29 17:04:00,713 - INFO - [Train] step: 91999, loss_rec: 0.003298, loss_vq: 0.005849, loss_commit: 0.005849, perplexity: 221.804504, lr: 0.000400
+2024-01-29 17:04:09,467 - INFO - [Train] step: 92099, loss_rec: 0.003450, loss_vq: 0.006276, loss_commit: 0.006276, perplexity: 221.820892, lr: 0.000400
+2024-01-29 17:04:17,804 - INFO - [Train] step: 92199, loss_rec: 0.003327, loss_vq: 0.006341, loss_commit: 0.006341, perplexity: 222.975021, lr: 0.000400
+2024-01-29 17:04:26,143 - INFO - [Train] step: 92299, loss_rec: 0.003173, loss_vq: 0.005774, loss_commit: 0.005774, perplexity: 224.163025, lr: 0.000400
+2024-01-29 17:04:34,481 - INFO - [Train] step: 92399, loss_rec: 0.003254, loss_vq: 0.006129, loss_commit: 0.006129, perplexity: 224.045044, lr: 0.000400
+2024-01-29 17:04:42,819 - INFO - [Train] step: 92499, loss_rec: 0.003208, loss_vq: 0.006062, loss_commit: 0.006062, perplexity: 224.137909, lr: 0.000400
+2024-01-29 17:04:51,158 - INFO - [Train] step: 92599, loss_rec: 0.003357, loss_vq: 0.007783, loss_commit: 0.007783, perplexity: 226.921890, lr: 0.000400
+2024-01-29 17:04:59,493 - INFO - [Train] step: 92699, loss_rec: 0.003194, loss_vq: 0.005517, loss_commit: 0.005517, perplexity: 223.803314, lr: 0.000400
+2024-01-29 17:05:08,184 - INFO - [Train] step: 92799, loss_rec: 0.003195, loss_vq: 0.005965, loss_commit: 0.005965, perplexity: 223.479553, lr: 0.000400
+2024-01-29 17:05:16,521 - INFO - [Train] step: 92899, loss_rec: 0.003184, loss_vq: 0.006046, loss_commit: 0.006046, perplexity: 225.038223, lr: 0.000400
+2024-01-29 17:05:24,859 - INFO - [Train] step: 92999, loss_rec: 0.003287, loss_vq: 0.005762, loss_commit: 0.005762, perplexity: 224.272293, lr: 0.000400
+2024-01-29 17:05:33,268 - INFO - [Train] step: 93099, loss_rec: 0.003143, loss_vq: 0.005543, loss_commit: 0.005543, perplexity: 220.880783, lr: 0.000400
+2024-01-29 17:05:41,607 - INFO - [Train] step: 93199, loss_rec: 0.003168, loss_vq: 0.006031, loss_commit: 0.006031, perplexity: 225.399704, lr: 0.000400
+2024-01-29 17:05:49,946 - INFO - [Train] step: 93299, loss_rec: 0.003395, loss_vq: 0.006264, loss_commit: 0.006264, perplexity: 227.460205, lr: 0.000400
+2024-01-29 17:05:58,621 - INFO - [Train] step: 93399, loss_rec: 0.003097, loss_vq: 0.005763, loss_commit: 0.005763, perplexity: 222.885513, lr: 0.000400
+2024-01-29 17:06:06,960 - INFO - [Train] step: 93499, loss_rec: 0.003270, loss_vq: 0.005271, loss_commit: 0.005271, perplexity: 221.455444, lr: 0.000400
+2024-01-29 17:06:15,298 - INFO - [Train] step: 93599, loss_rec: 0.003111, loss_vq: 0.005505, loss_commit: 0.005505, perplexity: 220.599747, lr: 0.000400
+2024-01-29 17:06:23,638 - INFO - [Train] step: 93699, loss_rec: 0.003266, loss_vq: 0.005550, loss_commit: 0.005550, perplexity: 223.071136, lr: 0.000400
+2024-01-29 17:06:31,978 - INFO - [Train] step: 93799, loss_rec: 0.003287, loss_vq: 0.005781, loss_commit: 0.005781, perplexity: 228.131149, lr: 0.000400
+2024-01-29 17:06:40,316 - INFO - [Train] step: 93899, loss_rec: 0.003378, loss_vq: 0.006225, loss_commit: 0.006225, perplexity: 225.908218, lr: 0.000400
+2024-01-29 17:06:49,049 - INFO - [Train] step: 93999, loss_rec: 0.003229, loss_vq: 0.005743, loss_commit: 0.005743, perplexity: 222.783707, lr: 0.000400
+2024-01-29 17:06:57,460 - INFO - [Train] step: 94099, loss_rec: 0.003166, loss_vq: 0.005519, loss_commit: 0.005519, perplexity: 223.731400, lr: 0.000400
+2024-01-29 17:07:05,798 - INFO - [Train] step: 94199, loss_rec: 0.003329, loss_vq: 0.005704, loss_commit: 0.005704, perplexity: 226.290863, lr: 0.000400
+2024-01-29 17:07:14,138 - INFO - [Train] step: 94299, loss_rec: 0.003313, loss_vq: 0.005600, loss_commit: 0.005600, perplexity: 227.185303, lr: 0.000400
+2024-01-29 17:07:22,477 - INFO - [Train] step: 94399, loss_rec: 0.003295, loss_vq: 0.005784, loss_commit: 0.005784, perplexity: 227.561966, lr: 0.000400
+2024-01-29 17:07:30,816 - INFO - [Train] step: 94499, loss_rec: 0.003123, loss_vq: 0.005451, loss_commit: 0.005451, perplexity: 223.908676, lr: 0.000400
+2024-01-29 17:07:39,153 - INFO - [Train] step: 94599, loss_rec: 0.003469, loss_vq: 0.006290, loss_commit: 0.006290, perplexity: 231.413300, lr: 0.000400
+2024-01-29 17:07:47,851 - INFO - [Train] step: 94699, loss_rec: 0.003195, loss_vq: 0.005891, loss_commit: 0.005891, perplexity: 225.253586, lr: 0.000400
+2024-01-29 17:07:56,188 - INFO - [Train] step: 94799, loss_rec: 0.003384, loss_vq: 0.006148, loss_commit: 0.006148, perplexity: 228.522797, lr: 0.000400
+2024-01-29 17:08:04,528 - INFO - [Train] step: 94899, loss_rec: 0.003258, loss_vq: 0.005959, loss_commit: 0.005959, perplexity: 226.820297, lr: 0.000400
+2024-01-29 17:08:12,867 - INFO - [Train] step: 94999, loss_rec: 0.003407, loss_vq: 0.006533, loss_commit: 0.006533, perplexity: 226.976852, lr: 0.000400
+2024-01-29 17:08:21,281 - INFO - [Train] step: 95099, loss_rec: 0.003254, loss_vq: 0.005859, loss_commit: 0.005859, perplexity: 227.269379, lr: 0.000400
+2024-01-29 17:08:29,620 - INFO - [Train] step: 95199, loss_rec: 0.003245, loss_vq: 0.005668, loss_commit: 0.005668, perplexity: 227.046692, lr: 0.000400
+2024-01-29 17:08:38,319 - INFO - [Train] step: 95299, loss_rec: 0.003150, loss_vq: 0.005927, loss_commit: 0.005927, perplexity: 226.634781, lr: 0.000400
+2024-01-29 17:08:46,657 - INFO - [Train] step: 95399, loss_rec: 0.003238, loss_vq: 0.005658, loss_commit: 0.005658, perplexity: 227.934464, lr: 0.000400
+2024-01-29 17:08:54,997 - INFO - [Train] step: 95499, loss_rec: 0.003241, loss_vq: 0.005850, loss_commit: 0.005850, perplexity: 228.482895, lr: 0.000400
+2024-01-29 17:09:03,335 - INFO - [Train] step: 95599, loss_rec: 0.003325, loss_vq: 0.005878, loss_commit: 0.005878, perplexity: 227.719574, lr: 0.000400
+2024-01-29 17:09:11,675 - INFO - [Train] step: 95699, loss_rec: 0.003224, loss_vq: 0.005938, loss_commit: 0.005938, perplexity: 228.138229, lr: 0.000400
+2024-01-29 17:09:20,014 - INFO - [Train] step: 95799, loss_rec: 0.003242, loss_vq: 0.005785, loss_commit: 0.005785, perplexity: 226.042267, lr: 0.000400
+2024-01-29 17:09:28,736 - INFO - [Train] step: 95899, loss_rec: 0.003133, loss_vq: 0.005731, loss_commit: 0.005731, perplexity: 226.935196, lr: 0.000400
+2024-01-29 17:09:37,073 - INFO - [Train] step: 95999, loss_rec: 0.003073, loss_vq: 0.005577, loss_commit: 0.005577, perplexity: 227.306351, lr: 0.000400
+2024-01-29 17:09:45,491 - INFO - [Train] step: 96099, loss_rec: 0.003460, loss_vq: 0.006147, loss_commit: 0.006147, perplexity: 231.560547, lr: 0.000400
+2024-01-29 17:09:53,831 - INFO - [Train] step: 96199, loss_rec: 0.003116, loss_vq: 0.005701, loss_commit: 0.005701, perplexity: 228.594925, lr: 0.000400
+2024-01-29 17:10:02,172 - INFO - [Train] step: 96299, loss_rec: 0.003251, loss_vq: 0.005594, loss_commit: 0.005594, perplexity: 228.593399, lr: 0.000400
+2024-01-29 17:10:10,511 - INFO - [Train] step: 96399, loss_rec: 0.003380, loss_vq: 0.006248, loss_commit: 0.006248, perplexity: 231.662170, lr: 0.000400
+2024-01-29 17:10:18,848 - INFO - [Train] step: 96499, loss_rec: 0.003155, loss_vq: 0.005683, loss_commit: 0.005683, perplexity: 228.128326, lr: 0.000400
+2024-01-29 17:10:27,668 - INFO - [Train] step: 96599, loss_rec: 0.003481, loss_vq: 0.006346, loss_commit: 0.006346, perplexity: 232.426514, lr: 0.000400
+2024-01-29 17:10:36,006 - INFO - [Train] step: 96699, loss_rec: 0.003337, loss_vq: 0.005846, loss_commit: 0.005846, perplexity: 231.792862, lr: 0.000400
+2024-01-29 17:10:44,344 - INFO - [Train] step: 96799, loss_rec: 0.003315, loss_vq: 0.005795, loss_commit: 0.005795, perplexity: 228.618256, lr: 0.000400
+2024-01-29 17:10:52,681 - INFO - [Train] step: 96899, loss_rec: 0.003175, loss_vq: 0.005522, loss_commit: 0.005522, perplexity: 226.298737, lr: 0.000400
+2024-01-29 17:11:01,019 - INFO - [Train] step: 96999, loss_rec: 0.003224, loss_vq: 0.005278, loss_commit: 0.005278, perplexity: 225.022125, lr: 0.000400
+2024-01-29 17:11:09,431 - INFO - [Train] step: 97099, loss_rec: 0.003321, loss_vq: 0.005783, loss_commit: 0.005783, perplexity: 230.949554, lr: 0.000400
+2024-01-29 17:11:18,186 - INFO - [Train] step: 97199, loss_rec: 0.003132, loss_vq: 0.005600, loss_commit: 0.005600, perplexity: 227.099091, lr: 0.000400
+2024-01-29 17:11:26,522 - INFO - [Train] step: 97299, loss_rec: 0.003410, loss_vq: 0.006164, loss_commit: 0.006164, perplexity: 232.888794, lr: 0.000400
+2024-01-29 17:11:34,857 - INFO - [Train] step: 97399, loss_rec: 0.003261, loss_vq: 0.006008, loss_commit: 0.006008, perplexity: 231.191849, lr: 0.000400
+2024-01-29 17:11:43,190 - INFO - [Train] step: 97499, loss_rec: 0.003174, loss_vq: 0.005718, loss_commit: 0.005718, perplexity: 231.051331, lr: 0.000400
+2024-01-29 17:11:51,524 - INFO - [Train] step: 97599, loss_rec: 0.003330, loss_vq: 0.006077, loss_commit: 0.006077, perplexity: 231.742798, lr: 0.000400
+2024-01-29 17:11:59,862 - INFO - [Train] step: 97699, loss_rec: 0.003363, loss_vq: 0.005697, loss_commit: 0.005697, perplexity: 229.922043, lr: 0.000400
+2024-01-29 17:12:08,553 - INFO - [Train] step: 97799, loss_rec: 0.003248, loss_vq: 0.005958, loss_commit: 0.005958, perplexity: 232.256561, lr: 0.000400
+2024-01-29 17:12:16,888 - INFO - [Train] step: 97899, loss_rec: 0.003215, loss_vq: 0.005671, loss_commit: 0.005671, perplexity: 230.343643, lr: 0.000400
+2024-01-29 17:12:25,227 - INFO - [Train] step: 97999, loss_rec: 0.003159, loss_vq: 0.005576, loss_commit: 0.005576, perplexity: 229.306717, lr: 0.000400
+2024-01-29 17:12:33,638 - INFO - [Train] step: 98099, loss_rec: 0.003125, loss_vq: 0.005530, loss_commit: 0.005530, perplexity: 229.539520, lr: 0.000400
+2024-01-29 17:12:41,975 - INFO - [Train] step: 98199, loss_rec: 0.003280, loss_vq: 0.005831, loss_commit: 0.005831, perplexity: 230.320602, lr: 0.000400
+2024-01-29 17:12:50,314 - INFO - [Train] step: 98299, loss_rec: 0.003104, loss_vq: 0.005481, loss_commit: 0.005481, perplexity: 228.920197, lr: 0.000400
+2024-01-29 17:12:58,653 - INFO - [Train] step: 98399, loss_rec: 0.003391, loss_vq: 0.006232, loss_commit: 0.006232, perplexity: 233.594040, lr: 0.000400
+2024-01-29 17:13:07,307 - INFO - [Train] step: 98499, loss_rec: 0.003148, loss_vq: 0.005675, loss_commit: 0.005675, perplexity: 230.815781, lr: 0.000400
+2024-01-29 17:13:15,642 - INFO - [Train] step: 98599, loss_rec: 0.003258, loss_vq: 0.005911, loss_commit: 0.005911, perplexity: 229.523758, lr: 0.000400
+2024-01-29 17:13:23,981 - INFO - [Train] step: 98699, loss_rec: 0.003289, loss_vq: 0.005648, loss_commit: 0.005648, perplexity: 229.487976, lr: 0.000400
+2024-01-29 17:13:32,318 - INFO - [Train] step: 98799, loss_rec: 0.003417, loss_vq: 0.006207, loss_commit: 0.006207, perplexity: 234.542953, lr: 0.000400
+2024-01-29 17:13:40,655 - INFO - [Train] step: 98899, loss_rec: 0.003405, loss_vq: 0.005950, loss_commit: 0.005950, perplexity: 231.111923, lr: 0.000400
+2024-01-29 17:13:48,992 - INFO - [Train] step: 98999, loss_rec: 0.003274, loss_vq: 0.005946, loss_commit: 0.005946, perplexity: 230.751953, lr: 0.000400
+2024-01-29 17:13:57,787 - INFO - [Train] step: 99099, loss_rec: 0.003266, loss_vq: 0.005964, loss_commit: 0.005964, perplexity: 233.003540, lr: 0.000400
+2024-01-29 17:14:06,125 - INFO - [Train] step: 99199, loss_rec: 0.003333, loss_vq: 0.006227, loss_commit: 0.006227, perplexity: 233.400742, lr: 0.000400
+2024-01-29 17:14:14,464 - INFO - [Train] step: 99299, loss_rec: 0.003125, loss_vq: 0.006040, loss_commit: 0.006040, perplexity: 233.564621, lr: 0.000400
+2024-01-29 17:14:22,804 - INFO - [Train] step: 99399, loss_rec: 0.003026, loss_vq: 0.005476, loss_commit: 0.005476, perplexity: 228.843033, lr: 0.000400
+2024-01-29 17:14:31,143 - INFO - [Train] step: 99499, loss_rec: 0.003289, loss_vq: 0.005860, loss_commit: 0.005860, perplexity: 233.589676, lr: 0.000400
+2024-01-29 17:14:39,483 - INFO - [Train] step: 99599, loss_rec: 0.003303, loss_vq: 0.006067, loss_commit: 0.006067, perplexity: 231.137161, lr: 0.000400
+2024-01-29 17:14:48,144 - INFO - [Train] step: 99699, loss_rec: 0.003227, loss_vq: 0.006199, loss_commit: 0.006199, perplexity: 234.093140, lr: 0.000400
+2024-01-29 17:14:56,482 - INFO - [Train] step: 99799, loss_rec: 0.003302, loss_vq: 0.005783, loss_commit: 0.005783, perplexity: 232.500107, lr: 0.000400
+2024-01-29 17:15:04,819 - INFO - [Train] step: 99899, loss_rec: 0.003032, loss_vq: 0.005383, loss_commit: 0.005383, perplexity: 229.873383, lr: 0.000400
+2024-01-29 17:15:13,156 - INFO - [Train] step: 99999, loss_rec: 0.003237, loss_vq: 0.005448, loss_commit: 0.005448, perplexity: 230.062210, lr: 0.000400
+2024-01-29 17:15:21,602 - INFO - [Train] step: 100099, loss_rec: 0.003100, loss_vq: 0.005915, loss_commit: 0.005915, perplexity: 233.740433, lr: 0.000400
+2024-01-29 17:15:29,940 - INFO - [Train] step: 100199, loss_rec: 0.003300, loss_vq: 0.005499, loss_commit: 0.005499, perplexity: 230.550690, lr: 0.000400
+2024-01-29 17:15:38,279 - INFO - [Train] step: 100299, loss_rec: 0.003172, loss_vq: 0.005874, loss_commit: 0.005874, perplexity: 230.786819, lr: 0.000400
+2024-01-29 17:15:46,942 - INFO - [Train] step: 100399, loss_rec: 0.003190, loss_vq: 0.005665, loss_commit: 0.005665, perplexity: 232.029297, lr: 0.000400
+2024-01-29 17:15:55,279 - INFO - [Train] step: 100499, loss_rec: 0.003352, loss_vq: 0.005873, loss_commit: 0.005873, perplexity: 232.336975, lr: 0.000400
+2024-01-29 17:16:03,617 - INFO - [Train] step: 100599, loss_rec: 0.003283, loss_vq: 0.005739, loss_commit: 0.005739, perplexity: 234.448364, lr: 0.000400
+2024-01-29 17:16:11,955 - INFO - [Train] step: 100699, loss_rec: 0.003194, loss_vq: 0.005733, loss_commit: 0.005733, perplexity: 234.768997, lr: 0.000400
+2024-01-29 17:16:20,292 - INFO - [Train] step: 100799, loss_rec: 0.003341, loss_vq: 0.006264, loss_commit: 0.006264, perplexity: 235.446335, lr: 0.000400
+2024-01-29 17:16:28,628 - INFO - [Train] step: 100899, loss_rec: 0.003443, loss_vq: 0.006098, loss_commit: 0.006098, perplexity: 234.238297, lr: 0.000400
+2024-01-29 17:16:37,298 - INFO - [Train] step: 100999, loss_rec: 0.003253, loss_vq: 0.006163, loss_commit: 0.006163, perplexity: 231.375137, lr: 0.000400
+2024-01-29 17:16:45,704 - INFO - [Train] step: 101099, loss_rec: 0.003385, loss_vq: 0.005664, loss_commit: 0.005664, perplexity: 233.602722, lr: 0.000400
+2024-01-29 17:16:54,039 - INFO - [Train] step: 101199, loss_rec: 0.003114, loss_vq: 0.005438, loss_commit: 0.005438, perplexity: 230.370239, lr: 0.000400
+2024-01-29 17:17:02,375 - INFO - [Train] step: 101299, loss_rec: 0.003351, loss_vq: 0.006326, loss_commit: 0.006326, perplexity: 237.070053, lr: 0.000400
+2024-01-29 17:17:10,710 - INFO - [Train] step: 101399, loss_rec: 0.003323, loss_vq: 0.005834, loss_commit: 0.005834, perplexity: 232.235519, lr: 0.000400
+2024-01-29 17:17:19,045 - INFO - [Train] step: 101499, loss_rec: 0.003341, loss_vq: 0.005791, loss_commit: 0.005791, perplexity: 237.472382, lr: 0.000400
+2024-01-29 17:17:27,396 - INFO - [Train] step: 101599, loss_rec: 0.003276, loss_vq: 0.005672, loss_commit: 0.005672, perplexity: 235.431061, lr: 0.000400
+2024-01-29 17:17:36,059 - INFO - [Train] step: 101699, loss_rec: 0.003337, loss_vq: 0.005964, loss_commit: 0.005964, perplexity: 235.819931, lr: 0.000400
+2024-01-29 17:17:44,395 - INFO - [Train] step: 101799, loss_rec: 0.003219, loss_vq: 0.005411, loss_commit: 0.005411, perplexity: 232.163208, lr: 0.000400
+2024-01-29 17:17:52,736 - INFO - [Train] step: 101899, loss_rec: 0.003243, loss_vq: 0.005711, loss_commit: 0.005711, perplexity: 234.187149, lr: 0.000400
+2024-01-29 17:18:01,072 - INFO - [Train] step: 101999, loss_rec: 0.003096, loss_vq: 0.005517, loss_commit: 0.005517, perplexity: 232.619873, lr: 0.000400
+2024-01-29 17:18:09,484 - INFO - [Train] step: 102099, loss_rec: 0.003276, loss_vq: 0.005705, loss_commit: 0.005705, perplexity: 233.028427, lr: 0.000400
+2024-01-29 17:18:17,821 - INFO - [Train] step: 102199, loss_rec: 0.003249, loss_vq: 0.005822, loss_commit: 0.005822, perplexity: 236.102005, lr: 0.000400
+2024-01-29 17:18:26,504 - INFO - [Train] step: 102299, loss_rec: 0.003248, loss_vq: 0.005644, loss_commit: 0.005644, perplexity: 232.900009, lr: 0.000400
+2024-01-29 17:18:34,840 - INFO - [Train] step: 102399, loss_rec: 0.003193, loss_vq: 0.005119, loss_commit: 0.005119, perplexity: 231.632446, lr: 0.000400
+2024-01-29 17:18:43,181 - INFO - [Train] step: 102499, loss_rec: 0.003217, loss_vq: 0.007329, loss_commit: 0.007329, perplexity: 235.630081, lr: 0.000400
+2024-01-29 17:18:51,518 - INFO - [Train] step: 102599, loss_rec: 0.003271, loss_vq: 0.005972, loss_commit: 0.005972, perplexity: 236.563477, lr: 0.000400
+2024-01-29 17:18:59,854 - INFO - [Train] step: 102699, loss_rec: 0.003222, loss_vq: 0.005892, loss_commit: 0.005892, perplexity: 237.824463, lr: 0.000400
+2024-01-29 17:19:08,191 - INFO - [Train] step: 102799, loss_rec: 0.003343, loss_vq: 0.006074, loss_commit: 0.006074, perplexity: 238.222610, lr: 0.000400
+2024-01-29 17:19:16,893 - INFO - [Train] step: 102899, loss_rec: 0.002994, loss_vq: 0.005493, loss_commit: 0.005493, perplexity: 231.852463, lr: 0.000400
+2024-01-29 17:19:25,231 - INFO - [Train] step: 102999, loss_rec: 0.003125, loss_vq: 0.005448, loss_commit: 0.005448, perplexity: 234.591492, lr: 0.000400
+2024-01-29 17:19:33,641 - INFO - [Train] step: 103099, loss_rec: 0.003050, loss_vq: 0.005877, loss_commit: 0.005877, perplexity: 231.514954, lr: 0.000400
+2024-01-29 17:19:41,980 - INFO - [Train] step: 103199, loss_rec: 0.003174, loss_vq: 0.005782, loss_commit: 0.005782, perplexity: 235.214722, lr: 0.000400
+2024-01-29 17:19:50,316 - INFO - [Train] step: 103299, loss_rec: 0.003471, loss_vq: 0.005944, loss_commit: 0.005944, perplexity: 236.400879, lr: 0.000400
+2024-01-29 17:19:58,655 - INFO - [Train] step: 103399, loss_rec: 0.003098, loss_vq: 0.005418, loss_commit: 0.005418, perplexity: 234.712677, lr: 0.000400
+2024-01-29 17:20:06,991 - INFO - [Train] step: 103499, loss_rec: 0.003269, loss_vq: 0.005753, loss_commit: 0.005753, perplexity: 234.982010, lr: 0.000400
+2024-01-29 17:20:15,712 - INFO - [Train] step: 103599, loss_rec: 0.003319, loss_vq: 0.005797, loss_commit: 0.005797, perplexity: 236.265762, lr: 0.000400
+2024-01-29 17:20:24,050 - INFO - [Train] step: 103699, loss_rec: 0.003318, loss_vq: 0.005882, loss_commit: 0.005882, perplexity: 236.499527, lr: 0.000400
+2024-01-29 17:20:32,388 - INFO - [Train] step: 103799, loss_rec: 0.003167, loss_vq: 0.005727, loss_commit: 0.005727, perplexity: 234.711670, lr: 0.000400
+2024-01-29 17:20:40,725 - INFO - [Train] step: 103899, loss_rec: 0.003283, loss_vq: 0.005660, loss_commit: 0.005660, perplexity: 234.886551, lr: 0.000400
+2024-01-29 17:20:49,063 - INFO - [Train] step: 103999, loss_rec: 0.003172, loss_vq: 0.005540, loss_commit: 0.005540, perplexity: 234.006302, lr: 0.000400
+2024-01-29 17:20:57,474 - INFO - [Train] step: 104099, loss_rec: 0.003314, loss_vq: 0.005778, loss_commit: 0.005778, perplexity: 238.598785, lr: 0.000400
+2024-01-29 17:21:06,154 - INFO - [Train] step: 104199, loss_rec: 0.003236, loss_vq: 0.005661, loss_commit: 0.005661, perplexity: 238.935898, lr: 0.000400
+2024-01-29 17:21:14,494 - INFO - [Train] step: 104299, loss_rec: 0.003229, loss_vq: 0.005456, loss_commit: 0.005456, perplexity: 233.181595, lr: 0.000400
+2024-01-29 17:21:22,831 - INFO - [Train] step: 104399, loss_rec: 0.003070, loss_vq: 0.005859, loss_commit: 0.005859, perplexity: 233.442703, lr: 0.000400
+2024-01-29 17:21:31,175 - INFO - [Train] step: 104499, loss_rec: 0.003056, loss_vq: 0.005369, loss_commit: 0.005369, perplexity: 232.709518, lr: 0.000400
+2024-01-29 17:21:39,515 - INFO - [Train] step: 104599, loss_rec: 0.003279, loss_vq: 0.005829, loss_commit: 0.005829, perplexity: 237.615204, lr: 0.000400
+2024-01-29 17:21:47,859 - INFO - [Train] step: 104699, loss_rec: 0.003082, loss_vq: 0.005474, loss_commit: 0.005474, perplexity: 230.723557, lr: 0.000400
+2024-01-29 17:21:56,524 - INFO - [Train] step: 104799, loss_rec: 0.003377, loss_vq: 0.006010, loss_commit: 0.006010, perplexity: 239.676605, lr: 0.000400
+2024-01-29 17:22:04,860 - INFO - [Train] step: 104899, loss_rec: 0.003265, loss_vq: 0.005967, loss_commit: 0.005967, perplexity: 236.103348, lr: 0.000400
+2024-01-29 17:22:13,198 - INFO - [Train] step: 104999, loss_rec: 0.002937, loss_vq: 0.005161, loss_commit: 0.005161, perplexity: 232.362030, lr: 0.000400
+2024-01-29 17:22:21,609 - INFO - [Train] step: 105099, loss_rec: 0.003251, loss_vq: 0.005949, loss_commit: 0.005949, perplexity: 235.795303, lr: 0.000400
+2024-01-29 17:22:29,946 - INFO - [Train] step: 105199, loss_rec: 0.003097, loss_vq: 0.005673, loss_commit: 0.005673, perplexity: 237.891830, lr: 0.000400
+2024-01-29 17:22:38,283 - INFO - [Train] step: 105299, loss_rec: 0.003165, loss_vq: 0.005603, loss_commit: 0.005603, perplexity: 232.838501, lr: 0.000400
+2024-01-29 17:22:46,617 - INFO - [Train] step: 105399, loss_rec: 0.003184, loss_vq: 0.005680, loss_commit: 0.005680, perplexity: 235.049347, lr: 0.000400
+2024-01-29 17:22:55,298 - INFO - [Train] step: 105499, loss_rec: 0.003214, loss_vq: 0.005740, loss_commit: 0.005740, perplexity: 238.082703, lr: 0.000400
+2024-01-29 17:23:03,633 - INFO - [Train] step: 105599, loss_rec: 0.003277, loss_vq: 0.005554, loss_commit: 0.005554, perplexity: 234.298828, lr: 0.000400
+2024-01-29 17:23:11,968 - INFO - [Train] step: 105699, loss_rec: 0.003216, loss_vq: 0.005451, loss_commit: 0.005451, perplexity: 233.103561, lr: 0.000400
+2024-01-29 17:23:20,304 - INFO - [Train] step: 105799, loss_rec: 0.003200, loss_vq: 0.005955, loss_commit: 0.005955, perplexity: 234.189697, lr: 0.000400
+2024-01-29 17:23:28,642 - INFO - [Train] step: 105899, loss_rec: 0.003351, loss_vq: 0.005906, loss_commit: 0.005906, perplexity: 239.430542, lr: 0.000400
+2024-01-29 17:23:36,979 - INFO - [Train] step: 105999, loss_rec: 0.003174, loss_vq: 0.005357, loss_commit: 0.005357, perplexity: 234.482788, lr: 0.000400
+2024-01-29 17:23:45,752 - INFO - [Train] step: 106099, loss_rec: 0.003264, loss_vq: 0.005880, loss_commit: 0.005880, perplexity: 237.606369, lr: 0.000400
+2024-01-29 17:23:54,088 - INFO - [Train] step: 106199, loss_rec: 0.003035, loss_vq: 0.005488, loss_commit: 0.005488, perplexity: 236.872421, lr: 0.000400
+2024-01-29 17:24:02,425 - INFO - [Train] step: 106299, loss_rec: 0.003327, loss_vq: 0.006047, loss_commit: 0.006047, perplexity: 240.826904, lr: 0.000400
+2024-01-29 17:24:10,760 - INFO - [Train] step: 106399, loss_rec: 0.003284, loss_vq: 0.006180, loss_commit: 0.006180, perplexity: 239.716949, lr: 0.000400
+2024-01-29 17:24:19,097 - INFO - [Train] step: 106499, loss_rec: 0.003536, loss_vq: 0.006181, loss_commit: 0.006181, perplexity: 238.089752, lr: 0.000400
+2024-01-29 17:24:27,431 - INFO - [Train] step: 106599, loss_rec: 0.003225, loss_vq: 0.005844, loss_commit: 0.005844, perplexity: 236.495010, lr: 0.000400
+2024-01-29 17:24:36,135 - INFO - [Train] step: 106699, loss_rec: 0.003159, loss_vq: 0.005602, loss_commit: 0.005602, perplexity: 236.899979, lr: 0.000400
+2024-01-29 17:24:44,470 - INFO - [Train] step: 106799, loss_rec: 0.003189, loss_vq: 0.005727, loss_commit: 0.005727, perplexity: 236.205719, lr: 0.000400
+2024-01-29 17:24:52,809 - INFO - [Train] step: 106899, loss_rec: 0.003210, loss_vq: 0.005897, loss_commit: 0.005897, perplexity: 234.300171, lr: 0.000400
+2024-01-29 17:25:01,152 - INFO - [Train] step: 106999, loss_rec: 0.003132, loss_vq: 0.005556, loss_commit: 0.005556, perplexity: 236.192429, lr: 0.000400
+2024-01-29 17:25:09,562 - INFO - [Train] step: 107099, loss_rec: 0.003240, loss_vq: 0.005671, loss_commit: 0.005671, perplexity: 236.631393, lr: 0.000400
+2024-01-29 17:25:17,898 - INFO - [Train] step: 107199, loss_rec: 0.003102, loss_vq: 0.005790, loss_commit: 0.005790, perplexity: 237.168198, lr: 0.000400
+2024-01-29 17:25:26,234 - INFO - [Train] step: 107299, loss_rec: 0.003365, loss_vq: 0.006065, loss_commit: 0.006065, perplexity: 237.959564, lr: 0.000400
+2024-01-29 17:25:34,898 - INFO - [Train] step: 107399, loss_rec: 0.003213, loss_vq: 0.005782, loss_commit: 0.005782, perplexity: 237.794632, lr: 0.000400
+2024-01-29 17:25:43,233 - INFO - [Train] step: 107499, loss_rec: 0.003210, loss_vq: 0.005923, loss_commit: 0.005923, perplexity: 236.846329, lr: 0.000400
+2024-01-29 17:25:51,570 - INFO - [Train] step: 107599, loss_rec: 0.003269, loss_vq: 0.006212, loss_commit: 0.006212, perplexity: 239.486832, lr: 0.000400
+2024-01-29 17:25:59,904 - INFO - [Train] step: 107699, loss_rec: 0.003125, loss_vq: 0.005552, loss_commit: 0.005552, perplexity: 234.481018, lr: 0.000400
+2024-01-29 17:26:08,241 - INFO - [Train] step: 107799, loss_rec: 0.003081, loss_vq: 0.005230, loss_commit: 0.005230, perplexity: 235.210464, lr: 0.000400
+2024-01-29 17:26:16,580 - INFO - [Train] step: 107899, loss_rec: 0.003303, loss_vq: 0.006001, loss_commit: 0.006001, perplexity: 240.054840, lr: 0.000400
+2024-01-29 17:26:25,274 - INFO - [Train] step: 107999, loss_rec: 0.003315, loss_vq: 0.005640, loss_commit: 0.005640, perplexity: 236.383850, lr: 0.000400
+2024-01-29 17:26:33,685 - INFO - [Train] step: 108099, loss_rec: 0.003097, loss_vq: 0.005353, loss_commit: 0.005353, perplexity: 237.138443, lr: 0.000400
+2024-01-29 17:26:42,021 - INFO - [Train] step: 108199, loss_rec: 0.003133, loss_vq: 0.005657, loss_commit: 0.005657, perplexity: 237.835571, lr: 0.000400
+2024-01-29 17:26:50,356 - INFO - [Train] step: 108299, loss_rec: 0.003282, loss_vq: 0.005870, loss_commit: 0.005870, perplexity: 240.875153, lr: 0.000400
+2024-01-29 17:26:58,693 - INFO - [Train] step: 108399, loss_rec: 0.003225, loss_vq: 0.005876, loss_commit: 0.005876, perplexity: 237.821976, lr: 0.000400
+2024-01-29 17:27:07,031 - INFO - [Train] step: 108499, loss_rec: 0.003235, loss_vq: 0.005768, loss_commit: 0.005768, perplexity: 238.486755, lr: 0.000400
+2024-01-29 17:27:15,726 - INFO - [Train] step: 108599, loss_rec: 0.003271, loss_vq: 0.005718, loss_commit: 0.005718, perplexity: 239.142899, lr: 0.000400
+2024-01-29 17:27:24,060 - INFO - [Train] step: 108699, loss_rec: 0.003182, loss_vq: 0.005508, loss_commit: 0.005508, perplexity: 239.462509, lr: 0.000400
+2024-01-29 17:27:32,396 - INFO - [Train] step: 108799, loss_rec: 0.003114, loss_vq: 0.005425, loss_commit: 0.005425, perplexity: 236.639404, lr: 0.000400
+2024-01-29 17:27:40,733 - INFO - [Train] step: 108899, loss_rec: 0.003063, loss_vq: 0.005300, loss_commit: 0.005300, perplexity: 235.724915, lr: 0.000400
+2024-01-29 17:27:49,068 - INFO - [Train] step: 108999, loss_rec: 0.003138, loss_vq: 0.005564, loss_commit: 0.005564, perplexity: 236.937820, lr: 0.000400
+2024-01-29 17:27:57,476 - INFO - [Train] step: 109099, loss_rec: 0.003241, loss_vq: 0.005794, loss_commit: 0.005794, perplexity: 240.294891, lr: 0.000400
+2024-01-29 17:28:05,810 - INFO - [Train] step: 109199, loss_rec: 0.003192, loss_vq: 0.005630, loss_commit: 0.005630, perplexity: 237.106781, lr: 0.000400
+2024-01-29 17:28:14,498 - INFO - [Train] step: 109299, loss_rec: 0.003174, loss_vq: 0.005712, loss_commit: 0.005712, perplexity: 238.429337, lr: 0.000400
+2024-01-29 17:28:22,844 - INFO - [Train] step: 109399, loss_rec: 0.003208, loss_vq: 0.005771, loss_commit: 0.005771, perplexity: 242.128967, lr: 0.000400
+2024-01-29 17:28:31,183 - INFO - [Train] step: 109499, loss_rec: 0.003369, loss_vq: 0.006117, loss_commit: 0.006117, perplexity: 242.297119, lr: 0.000400
+2024-01-29 17:28:39,524 - INFO - [Train] step: 109599, loss_rec: 0.003255, loss_vq: 0.005722, loss_commit: 0.005722, perplexity: 240.854813, lr: 0.000400
+2024-01-29 17:28:47,862 - INFO - [Train] step: 109699, loss_rec: 0.003265, loss_vq: 0.005821, loss_commit: 0.005821, perplexity: 239.282288, lr: 0.000400
+2024-01-29 17:28:56,199 - INFO - [Train] step: 109799, loss_rec: 0.003214, loss_vq: 0.005706, loss_commit: 0.005706, perplexity: 241.445511, lr: 0.000400
+2024-01-29 17:29:04,899 - INFO - [Train] step: 109899, loss_rec: 0.003336, loss_vq: 0.005666, loss_commit: 0.005666, perplexity: 241.460236, lr: 0.000400
+2024-01-29 17:29:13,235 - INFO - [Train] step: 109999, loss_rec: 0.003090, loss_vq: 0.005543, loss_commit: 0.005543, perplexity: 239.566788, lr: 0.000400
+2024-01-29 17:29:21,682 - INFO - [Train] step: 110099, loss_rec: 0.003278, loss_vq: 0.005782, loss_commit: 0.005782, perplexity: 239.819611, lr: 0.000400
+2024-01-29 17:29:30,020 - INFO - [Train] step: 110199, loss_rec: 0.003248, loss_vq: 0.006113, loss_commit: 0.006113, perplexity: 239.940414, lr: 0.000400
+2024-01-29 17:29:38,359 - INFO - [Train] step: 110299, loss_rec: 0.003346, loss_vq: 0.005677, loss_commit: 0.005677, perplexity: 238.561127, lr: 0.000400
+2024-01-29 17:29:46,696 - INFO - [Train] step: 110399, loss_rec: 0.003146, loss_vq: 0.005425, loss_commit: 0.005425, perplexity: 239.459778, lr: 0.000400
+2024-01-29 17:29:55,383 - INFO - [Train] step: 110499, loss_rec: 0.003148, loss_vq: 0.005690, loss_commit: 0.005690, perplexity: 240.023468, lr: 0.000400
+2024-01-29 17:30:03,722 - INFO - [Train] step: 110599, loss_rec: 0.003300, loss_vq: 0.006072, loss_commit: 0.006072, perplexity: 242.588806, lr: 0.000400
+2024-01-29 17:30:12,060 - INFO - [Train] step: 110699, loss_rec: 0.003222, loss_vq: 0.005466, loss_commit: 0.005466, perplexity: 240.765121, lr: 0.000400
+2024-01-29 17:30:20,397 - INFO - [Train] step: 110799, loss_rec: 0.003347, loss_vq: 0.006243, loss_commit: 0.006243, perplexity: 243.072815, lr: 0.000400
+2024-01-29 17:30:28,735 - INFO - [Train] step: 110899, loss_rec: 0.003317, loss_vq: 0.005780, loss_commit: 0.005780, perplexity: 240.993484, lr: 0.000400
+2024-01-29 17:30:37,072 - INFO - [Train] step: 110999, loss_rec: 0.003229, loss_vq: 0.005889, loss_commit: 0.005889, perplexity: 240.751358, lr: 0.000400
+2024-01-29 17:30:45,481 - INFO - [Train] step: 111099, loss_rec: 0.003212, loss_vq: 0.005853, loss_commit: 0.005853, perplexity: 241.084381, lr: 0.000400
+2024-01-29 17:30:54,171 - INFO - [Train] step: 111199, loss_rec: 0.003094, loss_vq: 0.005297, loss_commit: 0.005297, perplexity: 238.797180, lr: 0.000400
+2024-01-29 17:31:02,507 - INFO - [Train] step: 111299, loss_rec: 0.003161, loss_vq: 0.005596, loss_commit: 0.005596, perplexity: 238.576370, lr: 0.000400
+2024-01-29 17:31:10,846 - INFO - [Train] step: 111399, loss_rec: 0.003403, loss_vq: 0.005927, loss_commit: 0.005927, perplexity: 242.809952, lr: 0.000400
+2024-01-29 17:31:19,182 - INFO - [Train] step: 111499, loss_rec: 0.003173, loss_vq: 0.005658, loss_commit: 0.005658, perplexity: 242.523453, lr: 0.000400
+2024-01-29 17:31:27,520 - INFO - [Train] step: 111599, loss_rec: 0.003443, loss_vq: 0.006403, loss_commit: 0.006403, perplexity: 244.975632, lr: 0.000400
+2024-01-29 17:31:35,857 - INFO - [Train] step: 111699, loss_rec: 0.003235, loss_vq: 0.005420, loss_commit: 0.005420, perplexity: 240.558578, lr: 0.000400
+2024-01-29 17:31:44,538 - INFO - [Train] step: 111799, loss_rec: 0.003059, loss_vq: 0.005280, loss_commit: 0.005280, perplexity: 236.187592, lr: 0.000400
+2024-01-29 17:31:52,872 - INFO - [Train] step: 111899, loss_rec: 0.003196, loss_vq: 0.005687, loss_commit: 0.005687, perplexity: 240.990952, lr: 0.000400
+2024-01-29 17:32:01,206 - INFO - [Train] step: 111999, loss_rec: 0.003255, loss_vq: 0.005896, loss_commit: 0.005896, perplexity: 244.881378, lr: 0.000400
+2024-01-29 17:32:09,617 - INFO - [Train] step: 112099, loss_rec: 0.003278, loss_vq: 0.005694, loss_commit: 0.005694, perplexity: 245.607712, lr: 0.000400
+2024-01-29 17:32:17,951 - INFO - [Train] step: 112199, loss_rec: 0.003136, loss_vq: 0.005607, loss_commit: 0.005607, perplexity: 240.489075, lr: 0.000400
+2024-01-29 17:32:26,285 - INFO - [Train] step: 112299, loss_rec: 0.003148, loss_vq: 0.005663, loss_commit: 0.005663, perplexity: 241.923203, lr: 0.000400
+2024-01-29 17:32:34,962 - INFO - [Train] step: 112399, loss_rec: 0.003118, loss_vq: 0.005207, loss_commit: 0.005207, perplexity: 240.630280, lr: 0.000400
+2024-01-29 17:32:43,298 - INFO - [Train] step: 112499, loss_rec: 0.003022, loss_vq: 0.005602, loss_commit: 0.005602, perplexity: 238.753677, lr: 0.000400
+2024-01-29 17:32:51,635 - INFO - [Train] step: 112599, loss_rec: 0.003223, loss_vq: 0.005882, loss_commit: 0.005882, perplexity: 243.768890, lr: 0.000400
+2024-01-29 17:32:59,969 - INFO - [Train] step: 112699, loss_rec: 0.003129, loss_vq: 0.006048, loss_commit: 0.006048, perplexity: 245.489105, lr: 0.000400
+2024-01-29 17:33:08,303 - INFO - [Train] step: 112799, loss_rec: 0.003210, loss_vq: 0.005688, loss_commit: 0.005688, perplexity: 243.023544, lr: 0.000400
+2024-01-29 17:33:16,637 - INFO - [Train] step: 112899, loss_rec: 0.003215, loss_vq: 0.005612, loss_commit: 0.005612, perplexity: 245.187271, lr: 0.000400
+2024-01-29 17:33:24,976 - INFO - [Train] step: 112999, loss_rec: 0.003247, loss_vq: 0.005941, loss_commit: 0.005941, perplexity: 245.598801, lr: 0.000400
+2024-01-29 17:33:33,712 - INFO - [Train] step: 113099, loss_rec: 0.003130, loss_vq: 0.005153, loss_commit: 0.005153, perplexity: 241.921707, lr: 0.000400
+2024-01-29 17:33:42,047 - INFO - [Train] step: 113199, loss_rec: 0.003275, loss_vq: 0.005998, loss_commit: 0.005998, perplexity: 242.923676, lr: 0.000400
+2024-01-29 17:33:50,382 - INFO - [Train] step: 113299, loss_rec: 0.003156, loss_vq: 0.005406, loss_commit: 0.005406, perplexity: 239.240295, lr: 0.000400
+2024-01-29 17:33:58,716 - INFO - [Train] step: 113399, loss_rec: 0.003246, loss_vq: 0.005632, loss_commit: 0.005632, perplexity: 241.406021, lr: 0.000400
+2024-01-29 17:34:07,049 - INFO - [Train] step: 113499, loss_rec: 0.003128, loss_vq: 0.005556, loss_commit: 0.005556, perplexity: 242.477539, lr: 0.000400
+2024-01-29 17:34:15,384 - INFO - [Train] step: 113599, loss_rec: 0.003140, loss_vq: 0.005553, loss_commit: 0.005553, perplexity: 241.717590, lr: 0.000400
+2024-01-29 17:34:24,081 - INFO - [Train] step: 113699, loss_rec: 0.003181, loss_vq: 0.005854, loss_commit: 0.005854, perplexity: 240.517044, lr: 0.000400
+2024-01-29 17:34:32,417 - INFO - [Train] step: 113799, loss_rec: 0.003119, loss_vq: 0.005501, loss_commit: 0.005501, perplexity: 240.479767, lr: 0.000400
+2024-01-29 17:34:40,751 - INFO - [Train] step: 113899, loss_rec: 0.003262, loss_vq: 0.005657, loss_commit: 0.005657, perplexity: 243.070129, lr: 0.000400
+2024-01-29 17:34:49,085 - INFO - [Train] step: 113999, loss_rec: 0.003187, loss_vq: 0.005283, loss_commit: 0.005283, perplexity: 242.414764, lr: 0.000400
+2024-01-29 17:34:57,492 - INFO - [Train] step: 114099, loss_rec: 0.003000, loss_vq: 0.005246, loss_commit: 0.005246, perplexity: 240.526001, lr: 0.000400
+2024-01-29 17:35:05,827 - INFO - [Train] step: 114199, loss_rec: 0.003158, loss_vq: 0.005557, loss_commit: 0.005557, perplexity: 245.573746, lr: 0.000400
+2024-01-29 17:35:14,183 - INFO - [Train] step: 114299, loss_rec: 0.003087, loss_vq: 0.005209, loss_commit: 0.005209, perplexity: 241.654572, lr: 0.000400
+2024-01-29 17:35:22,855 - INFO - [Train] step: 114399, loss_rec: 0.003237, loss_vq: 0.005870, loss_commit: 0.005870, perplexity: 246.818130, lr: 0.000400
+2024-01-29 17:35:31,190 - INFO - [Train] step: 114499, loss_rec: 0.003212, loss_vq: 0.005830, loss_commit: 0.005830, perplexity: 246.253372, lr: 0.000400
+2024-01-29 17:35:39,528 - INFO - [Train] step: 114599, loss_rec: 0.003079, loss_vq: 0.005446, loss_commit: 0.005446, perplexity: 243.943298, lr: 0.000400
+2024-01-29 17:35:47,866 - INFO - [Train] step: 114699, loss_rec: 0.003326, loss_vq: 0.005993, loss_commit: 0.005993, perplexity: 244.601532, lr: 0.000400
+2024-01-29 17:35:56,201 - INFO - [Train] step: 114799, loss_rec: 0.003261, loss_vq: 0.005710, loss_commit: 0.005710, perplexity: 243.774002, lr: 0.000400
+2024-01-29 17:36:04,538 - INFO - [Train] step: 114899, loss_rec: 0.003288, loss_vq: 0.006014, loss_commit: 0.006014, perplexity: 245.175110, lr: 0.000400
+2024-01-29 17:36:13,248 - INFO - [Train] step: 114999, loss_rec: 0.003085, loss_vq: 0.005348, loss_commit: 0.005348, perplexity: 244.873795, lr: 0.000400
+2024-01-29 17:36:21,657 - INFO - [Train] step: 115099, loss_rec: 0.003164, loss_vq: 0.006086, loss_commit: 0.006086, perplexity: 244.487823, lr: 0.000400
+2024-01-29 17:36:29,991 - INFO - [Train] step: 115199, loss_rec: 0.003027, loss_vq: 0.005532, loss_commit: 0.005532, perplexity: 242.391083, lr: 0.000400
+2024-01-29 17:36:38,329 - INFO - [Train] step: 115299, loss_rec: 0.003060, loss_vq: 0.005792, loss_commit: 0.005792, perplexity: 244.837479, lr: 0.000400
+2024-01-29 17:36:46,664 - INFO - [Train] step: 115399, loss_rec: 0.003120, loss_vq: 0.005370, loss_commit: 0.005370, perplexity: 244.192841, lr: 0.000400
+2024-01-29 17:36:55,005 - INFO - [Train] step: 115499, loss_rec: 0.003189, loss_vq: 0.005551, loss_commit: 0.005551, perplexity: 246.425827, lr: 0.000400
+2024-01-29 17:37:03,686 - INFO - [Train] step: 115599, loss_rec: 0.003100, loss_vq: 0.005396, loss_commit: 0.005396, perplexity: 244.800003, lr: 0.000400
+2024-01-29 17:37:12,027 - INFO - [Train] step: 115699, loss_rec: 0.003055, loss_vq: 0.005470, loss_commit: 0.005470, perplexity: 245.359070, lr: 0.000400
+2024-01-29 17:37:20,362 - INFO - [Train] step: 115799, loss_rec: 0.003138, loss_vq: 0.005563, loss_commit: 0.005563, perplexity: 246.192093, lr: 0.000400
+2024-01-29 17:37:28,697 - INFO - [Train] step: 115899, loss_rec: 0.003268, loss_vq: 0.006070, loss_commit: 0.006070, perplexity: 248.075455, lr: 0.000400
+2024-01-29 17:37:37,032 - INFO - [Train] step: 115999, loss_rec: 0.003192, loss_vq: 0.005647, loss_commit: 0.005647, perplexity: 246.616272, lr: 0.000400
+2024-01-29 17:37:45,440 - INFO - [Train] step: 116099, loss_rec: 0.003220, loss_vq: 0.006070, loss_commit: 0.006070, perplexity: 245.956940, lr: 0.000400
+2024-01-29 17:37:53,775 - INFO - [Train] step: 116199, loss_rec: 0.003102, loss_vq: 0.005714, loss_commit: 0.005714, perplexity: 244.601288, lr: 0.000400
+2024-01-29 17:38:02,440 - INFO - [Train] step: 116299, loss_rec: 0.003025, loss_vq: 0.005398, loss_commit: 0.005398, perplexity: 242.538010, lr: 0.000400
+2024-01-29 17:38:10,773 - INFO - [Train] step: 116399, loss_rec: 0.003196, loss_vq: 0.005822, loss_commit: 0.005822, perplexity: 249.007431, lr: 0.000400
+2024-01-29 17:38:19,109 - INFO - [Train] step: 116499, loss_rec: 0.003221, loss_vq: 0.005610, loss_commit: 0.005610, perplexity: 245.869583, lr: 0.000400
+2024-01-29 17:38:27,447 - INFO - [Train] step: 116599, loss_rec: 0.003198, loss_vq: 0.005818, loss_commit: 0.005818, perplexity: 251.280624, lr: 0.000400
+2024-01-29 17:38:35,784 - INFO - [Train] step: 116699, loss_rec: 0.003167, loss_vq: 0.005693, loss_commit: 0.005693, perplexity: 244.444824, lr: 0.000400
+2024-01-29 17:38:44,121 - INFO - [Train] step: 116799, loss_rec: 0.003210, loss_vq: 0.005839, loss_commit: 0.005839, perplexity: 248.555099, lr: 0.000400
+2024-01-29 17:38:52,843 - INFO - [Train] step: 116899, loss_rec: 0.003032, loss_vq: 0.005527, loss_commit: 0.005527, perplexity: 244.033356, lr: 0.000400
+2024-01-29 17:39:01,179 - INFO - [Train] step: 116999, loss_rec: 0.003158, loss_vq: 0.005341, loss_commit: 0.005341, perplexity: 244.175598, lr: 0.000400
+2024-01-29 17:39:09,586 - INFO - [Train] step: 117099, loss_rec: 0.003008, loss_vq: 0.005296, loss_commit: 0.005296, perplexity: 244.171875, lr: 0.000400
+2024-01-29 17:39:17,922 - INFO - [Train] step: 117199, loss_rec: 0.003147, loss_vq: 0.005538, loss_commit: 0.005538, perplexity: 244.696732, lr: 0.000400
+2024-01-29 17:39:26,261 - INFO - [Train] step: 117299, loss_rec: 0.003202, loss_vq: 0.005741, loss_commit: 0.005741, perplexity: 247.585266, lr: 0.000400
+2024-01-29 17:39:34,597 - INFO - [Train] step: 117399, loss_rec: 0.003023, loss_vq: 0.005593, loss_commit: 0.005593, perplexity: 245.907349, lr: 0.000400
+2024-01-29 17:39:43,252 - INFO - [Train] step: 117499, loss_rec: 0.003246, loss_vq: 0.005507, loss_commit: 0.005507, perplexity: 248.517426, lr: 0.000400
+2024-01-29 17:39:51,590 - INFO - [Train] step: 117599, loss_rec: 0.003066, loss_vq: 0.005363, loss_commit: 0.005363, perplexity: 245.377563, lr: 0.000400
+2024-01-29 17:39:59,928 - INFO - [Train] step: 117699, loss_rec: 0.003161, loss_vq: 0.005736, loss_commit: 0.005736, perplexity: 248.688004, lr: 0.000400
+2024-01-29 17:40:08,266 - INFO - [Train] step: 117799, loss_rec: 0.003098, loss_vq: 0.005419, loss_commit: 0.005419, perplexity: 244.258041, lr: 0.000400
+2024-01-29 17:40:16,603 - INFO - [Train] step: 117899, loss_rec: 0.003140, loss_vq: 0.005429, loss_commit: 0.005429, perplexity: 247.074127, lr: 0.000400
+2024-01-29 17:40:24,943 - INFO - [Train] step: 117999, loss_rec: 0.003082, loss_vq: 0.005444, loss_commit: 0.005444, perplexity: 247.144943, lr: 0.000400
+2024-01-29 17:40:33,348 - INFO - [Train] step: 118099, loss_rec: 0.003202, loss_vq: 0.005988, loss_commit: 0.005988, perplexity: 247.012405, lr: 0.000400
+2024-01-29 17:40:42,053 - INFO - [Train] step: 118199, loss_rec: 0.003182, loss_vq: 0.005492, loss_commit: 0.005492, perplexity: 246.120041, lr: 0.000400
+2024-01-29 17:40:50,389 - INFO - [Train] step: 118299, loss_rec: 0.003116, loss_vq: 0.005519, loss_commit: 0.005519, perplexity: 246.424896, lr: 0.000400
+2024-01-29 17:40:58,728 - INFO - [Train] step: 118399, loss_rec: 0.003158, loss_vq: 0.005386, loss_commit: 0.005386, perplexity: 245.685257, lr: 0.000400
+2024-01-29 17:41:07,067 - INFO - [Train] step: 118499, loss_rec: 0.003036, loss_vq: 0.005395, loss_commit: 0.005395, perplexity: 244.309525, lr: 0.000400
+2024-01-29 17:41:15,404 - INFO - [Train] step: 118599, loss_rec: 0.003192, loss_vq: 0.005647, loss_commit: 0.005647, perplexity: 248.405701, lr: 0.000400
+2024-01-29 17:41:23,741 - INFO - [Train] step: 118699, loss_rec: 0.003350, loss_vq: 0.005766, loss_commit: 0.005766, perplexity: 251.030197, lr: 0.000400
+2024-01-29 17:41:32,447 - INFO - [Train] step: 118799, loss_rec: 0.003053, loss_vq: 0.005495, loss_commit: 0.005495, perplexity: 245.985580, lr: 0.000400
+2024-01-29 17:41:40,786 - INFO - [Train] step: 118899, loss_rec: 0.003127, loss_vq: 0.005600, loss_commit: 0.005600, perplexity: 248.059357, lr: 0.000400
+2024-01-29 17:41:49,122 - INFO - [Train] step: 118999, loss_rec: 0.003217, loss_vq: 0.005644, loss_commit: 0.005644, perplexity: 247.666382, lr: 0.000400
+2024-01-29 17:41:57,535 - INFO - [Train] step: 119099, loss_rec: 0.003332, loss_vq: 0.005735, loss_commit: 0.005735, perplexity: 250.001099, lr: 0.000400
+2024-01-29 17:42:05,869 - INFO - [Train] step: 119199, loss_rec: 0.003047, loss_vq: 0.005328, loss_commit: 0.005328, perplexity: 244.495987, lr: 0.000400
+2024-01-29 17:42:14,205 - INFO - [Train] step: 119299, loss_rec: 0.002935, loss_vq: 0.005543, loss_commit: 0.005543, perplexity: 243.486374, lr: 0.000400
+2024-01-29 17:42:22,968 - INFO - [Train] step: 119399, loss_rec: 0.003293, loss_vq: 0.005910, loss_commit: 0.005910, perplexity: 250.479706, lr: 0.000400
+2024-01-29 17:42:31,306 - INFO - [Train] step: 119499, loss_rec: 0.003129, loss_vq: 0.005490, loss_commit: 0.005490, perplexity: 246.923370, lr: 0.000400
+2024-01-29 17:42:39,639 - INFO - [Train] step: 119599, loss_rec: 0.003112, loss_vq: 0.005613, loss_commit: 0.005613, perplexity: 245.159683, lr: 0.000400
+2024-01-29 17:42:47,973 - INFO - [Train] step: 119699, loss_rec: 0.003077, loss_vq: 0.005480, loss_commit: 0.005480, perplexity: 247.325424, lr: 0.000400
+2024-01-29 17:42:56,310 - INFO - [Train] step: 119799, loss_rec: 0.002994, loss_vq: 0.005286, loss_commit: 0.005286, perplexity: 245.920715, lr: 0.000400
+2024-01-29 17:43:04,644 - INFO - [Train] step: 119899, loss_rec: 0.003074, loss_vq: 0.005775, loss_commit: 0.005775, perplexity: 249.046616, lr: 0.000400
+2024-01-29 17:43:12,977 - INFO - [Train] step: 119999, loss_rec: 0.003207, loss_vq: 0.005479, loss_commit: 0.005479, perplexity: 248.333328, lr: 0.000400
+2024-01-29 17:43:21,777 - INFO - [Train] step: 120099, loss_rec: 0.003246, loss_vq: 0.005718, loss_commit: 0.005718, perplexity: 251.802383, lr: 0.000400
+2024-01-29 17:43:30,111 - INFO - [Train] step: 120199, loss_rec: 0.003096, loss_vq: 0.005322, loss_commit: 0.005322, perplexity: 247.539688, lr: 0.000400
+2024-01-29 17:43:38,443 - INFO - [Train] step: 120299, loss_rec: 0.003120, loss_vq: 0.005490, loss_commit: 0.005490, perplexity: 246.917953, lr: 0.000400
+2024-01-29 17:43:46,777 - INFO - [Train] step: 120399, loss_rec: 0.003092, loss_vq: 0.005578, loss_commit: 0.005578, perplexity: 250.195831, lr: 0.000400
+2024-01-29 17:43:55,111 - INFO - [Train] step: 120499, loss_rec: 0.003187, loss_vq: 0.005471, loss_commit: 0.005471, perplexity: 248.232483, lr: 0.000400
+2024-01-29 17:44:03,445 - INFO - [Train] step: 120599, loss_rec: 0.003188, loss_vq: 0.005830, loss_commit: 0.005830, perplexity: 249.558395, lr: 0.000400
+2024-01-29 17:44:12,106 - INFO - [Train] step: 120699, loss_rec: 0.003137, loss_vq: 0.005527, loss_commit: 0.005527, perplexity: 249.617767, lr: 0.000400
+2024-01-29 17:44:20,438 - INFO - [Train] step: 120799, loss_rec: 0.003186, loss_vq: 0.005804, loss_commit: 0.005804, perplexity: 249.571243, lr: 0.000400
+2024-01-29 17:44:28,770 - INFO - [Train] step: 120899, loss_rec: 0.003342, loss_vq: 0.005911, loss_commit: 0.005911, perplexity: 253.949188, lr: 0.000400
+2024-01-29 17:44:37,102 - INFO - [Train] step: 120999, loss_rec: 0.002999, loss_vq: 0.005452, loss_commit: 0.005452, perplexity: 248.700333, lr: 0.000400
+2024-01-29 17:44:45,509 - INFO - [Train] step: 121099, loss_rec: 0.003299, loss_vq: 0.005799, loss_commit: 0.005799, perplexity: 250.738419, lr: 0.000400
+2024-01-29 17:44:53,844 - INFO - [Train] step: 121199, loss_rec: 0.003228, loss_vq: 0.005880, loss_commit: 0.005880, perplexity: 252.556091, lr: 0.000400
+2024-01-29 17:45:02,523 - INFO - [Train] step: 121299, loss_rec: 0.003137, loss_vq: 0.005577, loss_commit: 0.005577, perplexity: 249.738968, lr: 0.000400
+2024-01-29 17:45:10,854 - INFO - [Train] step: 121399, loss_rec: 0.003239, loss_vq: 0.005809, loss_commit: 0.005809, perplexity: 250.659988, lr: 0.000400
+2024-01-29 17:45:19,185 - INFO - [Train] step: 121499, loss_rec: 0.003334, loss_vq: 0.005588, loss_commit: 0.005588, perplexity: 249.086044, lr: 0.000400
+2024-01-29 17:45:27,519 - INFO - [Train] step: 121599, loss_rec: 0.003201, loss_vq: 0.006052, loss_commit: 0.006052, perplexity: 250.591415, lr: 0.000400
+2024-01-29 17:45:35,853 - INFO - [Train] step: 121699, loss_rec: 0.003041, loss_vq: 0.005279, loss_commit: 0.005279, perplexity: 248.864044, lr: 0.000400
+2024-01-29 17:45:44,186 - INFO - [Train] step: 121799, loss_rec: 0.003143, loss_vq: 0.005393, loss_commit: 0.005393, perplexity: 248.816345, lr: 0.000400
+2024-01-29 17:45:52,519 - INFO - [Train] step: 121899, loss_rec: 0.003050, loss_vq: 0.005966, loss_commit: 0.005966, perplexity: 246.501633, lr: 0.000400
+2024-01-29 17:46:01,211 - INFO - [Train] step: 121999, loss_rec: 0.003233, loss_vq: 0.005726, loss_commit: 0.005726, perplexity: 253.279694, lr: 0.000400
+2024-01-29 17:46:09,616 - INFO - [Train] step: 122099, loss_rec: 0.003083, loss_vq: 0.005658, loss_commit: 0.005658, perplexity: 248.430450, lr: 0.000400
+2024-01-29 17:46:17,949 - INFO - [Train] step: 122199, loss_rec: 0.003077, loss_vq: 0.005604, loss_commit: 0.005604, perplexity: 247.922318, lr: 0.000400
+2024-01-29 17:46:26,281 - INFO - [Train] step: 122299, loss_rec: 0.003174, loss_vq: 0.005978, loss_commit: 0.005978, perplexity: 250.428009, lr: 0.000400
+2024-01-29 17:46:34,620 - INFO - [Train] step: 122399, loss_rec: 0.003178, loss_vq: 0.005518, loss_commit: 0.005518, perplexity: 250.832764, lr: 0.000400
+2024-01-29 17:46:42,952 - INFO - [Train] step: 122499, loss_rec: 0.003084, loss_vq: 0.005325, loss_commit: 0.005325, perplexity: 246.078949, lr: 0.000400
+2024-01-29 17:46:51,679 - INFO - [Train] step: 122599, loss_rec: 0.003139, loss_vq: 0.005732, loss_commit: 0.005732, perplexity: 248.917679, lr: 0.000400
+2024-01-29 17:47:00,011 - INFO - [Train] step: 122699, loss_rec: 0.002984, loss_vq: 0.005201, loss_commit: 0.005201, perplexity: 244.826843, lr: 0.000400
+2024-01-29 17:47:08,347 - INFO - [Train] step: 122799, loss_rec: 0.003176, loss_vq: 0.005742, loss_commit: 0.005742, perplexity: 251.487259, lr: 0.000400
+2024-01-29 17:47:16,678 - INFO - [Train] step: 122899, loss_rec: 0.003095, loss_vq: 0.005272, loss_commit: 0.005272, perplexity: 246.862167, lr: 0.000400
+2024-01-29 17:47:25,015 - INFO - [Train] step: 122999, loss_rec: 0.003226, loss_vq: 0.005563, loss_commit: 0.005563, perplexity: 251.459213, lr: 0.000400
+2024-01-29 17:47:33,419 - INFO - [Train] step: 123099, loss_rec: 0.003003, loss_vq: 0.005293, loss_commit: 0.005293, perplexity: 246.279465, lr: 0.000400
+2024-01-29 17:47:42,106 - INFO - [Train] step: 123199, loss_rec: 0.003062, loss_vq: 0.005339, loss_commit: 0.005339, perplexity: 247.943359, lr: 0.000400
+2024-01-29 17:47:50,437 - INFO - [Train] step: 123299, loss_rec: 0.003007, loss_vq: 0.005291, loss_commit: 0.005291, perplexity: 244.541473, lr: 0.000400
+2024-01-29 17:47:58,769 - INFO - [Train] step: 123399, loss_rec: 0.003161, loss_vq: 0.005843, loss_commit: 0.005843, perplexity: 250.369247, lr: 0.000400
+2024-01-29 17:48:07,104 - INFO - [Train] step: 123499, loss_rec: 0.003185, loss_vq: 0.005607, loss_commit: 0.005607, perplexity: 252.631378, lr: 0.000400
+2024-01-29 17:48:15,437 - INFO - [Train] step: 123599, loss_rec: 0.003221, loss_vq: 0.005460, loss_commit: 0.005460, perplexity: 249.664551, lr: 0.000400
+2024-01-29 17:48:23,771 - INFO - [Train] step: 123699, loss_rec: 0.003089, loss_vq: 0.005383, loss_commit: 0.005383, perplexity: 246.914062, lr: 0.000400
+2024-01-29 17:48:32,106 - INFO - [Train] step: 123799, loss_rec: 0.003144, loss_vq: 0.005728, loss_commit: 0.005728, perplexity: 247.694122, lr: 0.000400
+2024-01-29 17:48:40,793 - INFO - [Train] step: 123899, loss_rec: 0.003320, loss_vq: 0.006089, loss_commit: 0.006089, perplexity: 252.344101, lr: 0.000400
+2024-01-29 17:48:49,127 - INFO - [Train] step: 123999, loss_rec: 0.003143, loss_vq: 0.005668, loss_commit: 0.005668, perplexity: 246.701416, lr: 0.000400
+2024-01-29 17:48:57,530 - INFO - [Train] step: 124099, loss_rec: 0.003251, loss_vq: 0.005647, loss_commit: 0.005647, perplexity: 251.172684, lr: 0.000400
+2024-01-29 17:49:05,863 - INFO - [Train] step: 124199, loss_rec: 0.003052, loss_vq: 0.005413, loss_commit: 0.005413, perplexity: 248.478668, lr: 0.000400
+2024-01-29 17:49:14,197 - INFO - [Train] step: 124299, loss_rec: 0.003104, loss_vq: 0.005464, loss_commit: 0.005464, perplexity: 248.104187, lr: 0.000400
+2024-01-29 17:49:22,531 - INFO - [Train] step: 124399, loss_rec: 0.002927, loss_vq: 0.005084, loss_commit: 0.005084, perplexity: 243.917953, lr: 0.000400
+2024-01-29 17:49:31,183 - INFO - [Train] step: 124499, loss_rec: 0.003135, loss_vq: 0.005734, loss_commit: 0.005734, perplexity: 248.399414, lr: 0.000400
+2024-01-29 17:49:39,517 - INFO - [Train] step: 124599, loss_rec: 0.003093, loss_vq: 0.005210, loss_commit: 0.005210, perplexity: 247.851730, lr: 0.000400
+2024-01-29 17:49:47,851 - INFO - [Train] step: 124699, loss_rec: 0.003200, loss_vq: 0.006016, loss_commit: 0.006016, perplexity: 250.742249, lr: 0.000400
+2024-01-29 17:49:56,186 - INFO - [Train] step: 124799, loss_rec: 0.003271, loss_vq: 0.005861, loss_commit: 0.005861, perplexity: 251.463760, lr: 0.000400
+2024-01-29 17:50:04,521 - INFO - [Train] step: 124899, loss_rec: 0.002992, loss_vq: 0.005328, loss_commit: 0.005328, perplexity: 246.362976, lr: 0.000400
+2024-01-29 17:50:12,855 - INFO - [Train] step: 124999, loss_rec: 0.003071, loss_vq: 0.005275, loss_commit: 0.005275, perplexity: 246.577225, lr: 0.000400
+2024-01-29 17:50:21,583 - INFO - [Train] step: 125099, loss_rec: 0.003154, loss_vq: 0.005453, loss_commit: 0.005453, perplexity: 253.624008, lr: 0.000400
+2024-01-29 17:50:29,915 - INFO - [Train] step: 125199, loss_rec: 0.003127, loss_vq: 0.005203, loss_commit: 0.005203, perplexity: 247.292999, lr: 0.000400
+2024-01-29 17:50:38,248 - INFO - [Train] step: 125299, loss_rec: 0.003165, loss_vq: 0.005513, loss_commit: 0.005513, perplexity: 248.241592, lr: 0.000400
+2024-01-29 17:50:46,579 - INFO - [Train] step: 125399, loss_rec: 0.003057, loss_vq: 0.005255, loss_commit: 0.005255, perplexity: 247.062698, lr: 0.000400
+2024-01-29 17:50:54,911 - INFO - [Train] step: 125499, loss_rec: 0.003092, loss_vq: 0.005386, loss_commit: 0.005386, perplexity: 249.372116, lr: 0.000400
+2024-01-29 17:51:03,246 - INFO - [Train] step: 125599, loss_rec: 0.002969, loss_vq: 0.005190, loss_commit: 0.005190, perplexity: 245.352524, lr: 0.000400
+2024-01-29 17:51:11,582 - INFO - [Train] step: 125699, loss_rec: 0.003189, loss_vq: 0.005304, loss_commit: 0.005304, perplexity: 249.193222, lr: 0.000400
+2024-01-29 17:51:20,280 - INFO - [Train] step: 125799, loss_rec: 0.003119, loss_vq: 0.005421, loss_commit: 0.005421, perplexity: 247.769958, lr: 0.000400
+2024-01-29 17:51:28,615 - INFO - [Train] step: 125899, loss_rec: 0.003204, loss_vq: 0.005890, loss_commit: 0.005890, perplexity: 250.701355, lr: 0.000400
+2024-01-29 17:51:36,948 - INFO - [Train] step: 125999, loss_rec: 0.003091, loss_vq: 0.005174, loss_commit: 0.005174, perplexity: 243.374344, lr: 0.000400
+2024-01-29 17:51:45,351 - INFO - [Train] step: 126099, loss_rec: 0.003091, loss_vq: 0.005317, loss_commit: 0.005317, perplexity: 250.528809, lr: 0.000400
+2024-01-29 17:51:53,685 - INFO - [Train] step: 126199, loss_rec: 0.003083, loss_vq: 0.005309, loss_commit: 0.005309, perplexity: 249.217453, lr: 0.000400
+2024-01-29 17:52:02,018 - INFO - [Train] step: 126299, loss_rec: 0.003310, loss_vq: 0.005781, loss_commit: 0.005781, perplexity: 253.253616, lr: 0.000400
+2024-01-29 17:52:10,679 - INFO - [Train] step: 126399, loss_rec: 0.003086, loss_vq: 0.005365, loss_commit: 0.005365, perplexity: 250.176636, lr: 0.000400
+2024-01-29 17:52:19,014 - INFO - [Train] step: 126499, loss_rec: 0.003054, loss_vq: 0.005461, loss_commit: 0.005461, perplexity: 247.987823, lr: 0.000400
+2024-01-29 17:52:27,348 - INFO - [Train] step: 126599, loss_rec: 0.002998, loss_vq: 0.005269, loss_commit: 0.005269, perplexity: 247.338882, lr: 0.000400
+2024-01-29 17:52:35,686 - INFO - [Train] step: 126699, loss_rec: 0.003131, loss_vq: 0.005335, loss_commit: 0.005335, perplexity: 245.647537, lr: 0.000400
+2024-01-29 17:52:44,024 - INFO - [Train] step: 126799, loss_rec: 0.003158, loss_vq: 0.005309, loss_commit: 0.005309, perplexity: 249.929947, lr: 0.000400
+2024-01-29 17:52:52,357 - INFO - [Train] step: 126899, loss_rec: 0.003175, loss_vq: 0.005411, loss_commit: 0.005411, perplexity: 251.133514, lr: 0.000400
+2024-01-29 17:53:00,709 - INFO - [Train] step: 126999, loss_rec: 0.003041, loss_vq: 0.005308, loss_commit: 0.005308, perplexity: 247.222610, lr: 0.000400
+2024-01-29 17:53:09,416 - INFO - [Train] step: 127099, loss_rec: 0.003006, loss_vq: 0.005166, loss_commit: 0.005166, perplexity: 246.115341, lr: 0.000400
+2024-01-29 17:53:17,750 - INFO - [Train] step: 127199, loss_rec: 0.003224, loss_vq: 0.005463, loss_commit: 0.005463, perplexity: 250.391571, lr: 0.000400
+2024-01-29 17:53:26,084 - INFO - [Train] step: 127299, loss_rec: 0.003092, loss_vq: 0.005798, loss_commit: 0.005798, perplexity: 251.543396, lr: 0.000400
+2024-01-29 17:53:34,417 - INFO - [Train] step: 127399, loss_rec: 0.003191, loss_vq: 0.005407, loss_commit: 0.005407, perplexity: 248.913422, lr: 0.000400
+2024-01-29 17:53:42,749 - INFO - [Train] step: 127499, loss_rec: 0.003271, loss_vq: 0.005737, loss_commit: 0.005737, perplexity: 254.783661, lr: 0.000400
+2024-01-29 17:53:51,083 - INFO - [Train] step: 127599, loss_rec: 0.003141, loss_vq: 0.005812, loss_commit: 0.005812, perplexity: 251.656311, lr: 0.000400
+2024-01-29 17:53:59,731 - INFO - [Train] step: 127699, loss_rec: 0.003102, loss_vq: 0.005940, loss_commit: 0.005940, perplexity: 250.090408, lr: 0.000400
+2024-01-29 17:54:08,064 - INFO - [Train] step: 127799, loss_rec: 0.003064, loss_vq: 0.005431, loss_commit: 0.005431, perplexity: 248.110474, lr: 0.000400
+2024-01-29 17:54:16,399 - INFO - [Train] step: 127899, loss_rec: 0.003143, loss_vq: 0.005514, loss_commit: 0.005514, perplexity: 250.093384, lr: 0.000400
+2024-01-29 17:54:24,732 - INFO - [Train] step: 127999, loss_rec: 0.003090, loss_vq: 0.005707, loss_commit: 0.005707, perplexity: 248.192459, lr: 0.000400
+2024-01-29 17:54:33,137 - INFO - [Train] step: 128099, loss_rec: 0.003026, loss_vq: 0.005239, loss_commit: 0.005239, perplexity: 248.373245, lr: 0.000400
+2024-01-29 17:54:41,470 - INFO - [Train] step: 128199, loss_rec: 0.002973, loss_vq: 0.005343, loss_commit: 0.005343, perplexity: 250.291428, lr: 0.000400
+2024-01-29 17:54:50,122 - INFO - [Train] step: 128299, loss_rec: 0.003018, loss_vq: 0.005341, loss_commit: 0.005341, perplexity: 248.213409, lr: 0.000400
+2024-01-29 17:54:58,453 - INFO - [Train] step: 128399, loss_rec: 0.003177, loss_vq: 0.005636, loss_commit: 0.005636, perplexity: 251.687027, lr: 0.000400
+2024-01-29 17:55:06,790 - INFO - [Train] step: 128499, loss_rec: 0.003095, loss_vq: 0.005358, loss_commit: 0.005358, perplexity: 250.733643, lr: 0.000400
+2024-01-29 17:55:15,120 - INFO - [Train] step: 128599, loss_rec: 0.002977, loss_vq: 0.005356, loss_commit: 0.005356, perplexity: 247.239243, lr: 0.000400
+2024-01-29 17:55:23,455 - INFO - [Train] step: 128699, loss_rec: 0.003190, loss_vq: 0.005498, loss_commit: 0.005498, perplexity: 251.501785, lr: 0.000400
+2024-01-29 17:55:31,788 - INFO - [Train] step: 128799, loss_rec: 0.003049, loss_vq: 0.005316, loss_commit: 0.005316, perplexity: 248.714096, lr: 0.000400
+2024-01-29 17:55:40,115 - INFO - [Train] step: 128899, loss_rec: 0.003108, loss_vq: 0.005588, loss_commit: 0.005588, perplexity: 253.788910, lr: 0.000400
+2024-01-29 17:55:48,820 - INFO - [Train] step: 128999, loss_rec: 0.003201, loss_vq: 0.005398, loss_commit: 0.005398, perplexity: 252.054047, lr: 0.000400
+2024-01-29 17:55:57,224 - INFO - [Train] step: 129099, loss_rec: 0.003184, loss_vq: 0.005458, loss_commit: 0.005458, perplexity: 250.134995, lr: 0.000400
+2024-01-29 17:56:05,555 - INFO - [Train] step: 129199, loss_rec: 0.002954, loss_vq: 0.005180, loss_commit: 0.005180, perplexity: 250.124496, lr: 0.000400
+2024-01-29 17:56:13,886 - INFO - [Train] step: 129299, loss_rec: 0.003022, loss_vq: 0.005306, loss_commit: 0.005306, perplexity: 251.708740, lr: 0.000400
+2024-01-29 17:56:22,220 - INFO - [Train] step: 129399, loss_rec: 0.003017, loss_vq: 0.005086, loss_commit: 0.005086, perplexity: 250.227463, lr: 0.000400
+2024-01-29 17:56:30,555 - INFO - [Train] step: 129499, loss_rec: 0.003045, loss_vq: 0.005266, loss_commit: 0.005266, perplexity: 250.629883, lr: 0.000400
+2024-01-29 17:56:39,216 - INFO - [Train] step: 129599, loss_rec: 0.003183, loss_vq: 0.005935, loss_commit: 0.005935, perplexity: 251.241547, lr: 0.000400
+2024-01-29 17:56:47,552 - INFO - [Train] step: 129699, loss_rec: 0.003203, loss_vq: 0.004989, loss_commit: 0.004989, perplexity: 247.183472, lr: 0.000400
+2024-01-29 17:56:55,886 - INFO - [Train] step: 129799, loss_rec: 0.003142, loss_vq: 0.005349, loss_commit: 0.005349, perplexity: 254.706787, lr: 0.000400
+2024-01-29 17:57:04,220 - INFO - [Train] step: 129899, loss_rec: 0.003183, loss_vq: 0.005815, loss_commit: 0.005815, perplexity: 253.574432, lr: 0.000400
+2024-01-29 17:57:12,553 - INFO - [Train] step: 129999, loss_rec: 0.003173, loss_vq: 0.005626, loss_commit: 0.005626, perplexity: 255.729645, lr: 0.000400
+2024-01-29 17:57:20,997 - INFO - [Train] step: 130099, loss_rec: 0.003408, loss_vq: 0.005959, loss_commit: 0.005959, perplexity: 256.767883, lr: 0.000400
+2024-01-29 17:57:29,657 - INFO - [Train] step: 130199, loss_rec: 0.003165, loss_vq: 0.005645, loss_commit: 0.005645, perplexity: 255.520477, lr: 0.000400
+2024-01-29 17:57:37,990 - INFO - [Train] step: 130299, loss_rec: 0.002966, loss_vq: 0.005218, loss_commit: 0.005218, perplexity: 252.663910, lr: 0.000400
+2024-01-29 17:57:46,321 - INFO - [Train] step: 130399, loss_rec: 0.002996, loss_vq: 0.005239, loss_commit: 0.005239, perplexity: 250.230576, lr: 0.000400
+2024-01-29 17:57:54,655 - INFO - [Train] step: 130499, loss_rec: 0.003283, loss_vq: 0.005737, loss_commit: 0.005737, perplexity: 251.016434, lr: 0.000400
+2024-01-29 17:58:02,989 - INFO - [Train] step: 130599, loss_rec: 0.003405, loss_vq: 0.005782, loss_commit: 0.005782, perplexity: 252.513474, lr: 0.000400
+2024-01-29 17:58:11,322 - INFO - [Train] step: 130699, loss_rec: 0.003127, loss_vq: 0.005490, loss_commit: 0.005490, perplexity: 255.399399, lr: 0.000400
+2024-01-29 17:58:19,651 - INFO - [Train] step: 130799, loss_rec: 0.003030, loss_vq: 0.005445, loss_commit: 0.005445, perplexity: 253.421036, lr: 0.000400
+2024-01-29 17:58:28,303 - INFO - [Train] step: 130899, loss_rec: 0.003090, loss_vq: 0.005743, loss_commit: 0.005743, perplexity: 254.086777, lr: 0.000400
+2024-01-29 17:58:36,638 - INFO - [Train] step: 130999, loss_rec: 0.003027, loss_vq: 0.005103, loss_commit: 0.005103, perplexity: 250.601074, lr: 0.000400
+2024-01-29 17:58:45,043 - INFO - [Train] step: 131099, loss_rec: 0.003055, loss_vq: 0.005436, loss_commit: 0.005436, perplexity: 251.954422, lr: 0.000400
+2024-01-29 17:58:53,374 - INFO - [Train] step: 131199, loss_rec: 0.002965, loss_vq: 0.005330, loss_commit: 0.005330, perplexity: 255.588852, lr: 0.000400
+2024-01-29 17:59:01,708 - INFO - [Train] step: 131299, loss_rec: 0.003196, loss_vq: 0.005437, loss_commit: 0.005437, perplexity: 255.499146, lr: 0.000400
+2024-01-29 17:59:10,042 - INFO - [Train] step: 131399, loss_rec: 0.003103, loss_vq: 0.005132, loss_commit: 0.005132, perplexity: 255.357254, lr: 0.000400
+2024-01-29 17:59:18,716 - INFO - [Train] step: 131499, loss_rec: 0.003187, loss_vq: 0.005447, loss_commit: 0.005447, perplexity: 254.495163, lr: 0.000400
+2024-01-29 17:59:27,048 - INFO - [Train] step: 131599, loss_rec: 0.003337, loss_vq: 0.005544, loss_commit: 0.005544, perplexity: 257.769287, lr: 0.000400
+2024-01-29 17:59:35,381 - INFO - [Train] step: 131699, loss_rec: 0.003026, loss_vq: 0.005316, loss_commit: 0.005316, perplexity: 253.825684, lr: 0.000400
+2024-01-29 17:59:43,715 - INFO - [Train] step: 131799, loss_rec: 0.003217, loss_vq: 0.005442, loss_commit: 0.005442, perplexity: 254.489334, lr: 0.000400
+2024-01-29 17:59:52,049 - INFO - [Train] step: 131899, loss_rec: 0.003025, loss_vq: 0.005093, loss_commit: 0.005093, perplexity: 253.688248, lr: 0.000400
+2024-01-29 18:00:00,383 - INFO - [Train] step: 131999, loss_rec: 0.003211, loss_vq: 0.005870, loss_commit: 0.005870, perplexity: 258.360046, lr: 0.000400
+2024-01-29 18:00:09,156 - INFO - [Train] step: 132099, loss_rec: 0.002990, loss_vq: 0.005079, loss_commit: 0.005079, perplexity: 254.237289, lr: 0.000400
+2024-01-29 18:00:17,489 - INFO - [Train] step: 132199, loss_rec: 0.003050, loss_vq: 0.005472, loss_commit: 0.005472, perplexity: 255.926788, lr: 0.000400
+2024-01-29 18:00:25,825 - INFO - [Train] step: 132299, loss_rec: 0.003065, loss_vq: 0.005464, loss_commit: 0.005464, perplexity: 257.270966, lr: 0.000400
+2024-01-29 18:00:34,157 - INFO - [Train] step: 132399, loss_rec: 0.003216, loss_vq: 0.005569, loss_commit: 0.005569, perplexity: 256.549896, lr: 0.000400
+2024-01-29 18:00:42,490 - INFO - [Train] step: 132499, loss_rec: 0.003056, loss_vq: 0.005201, loss_commit: 0.005201, perplexity: 258.502625, lr: 0.000400
+2024-01-29 18:00:50,833 - INFO - [Train] step: 132599, loss_rec: 0.003142, loss_vq: 0.005406, loss_commit: 0.005406, perplexity: 256.727356, lr: 0.000400
+2024-01-29 18:00:59,164 - INFO - [Train] step: 132699, loss_rec: 0.003106, loss_vq: 0.005382, loss_commit: 0.005382, perplexity: 253.495132, lr: 0.000400
+2024-01-29 18:01:07,856 - INFO - [Train] step: 132799, loss_rec: 0.003057, loss_vq: 0.005467, loss_commit: 0.005467, perplexity: 253.350006, lr: 0.000400
+2024-01-29 18:01:16,190 - INFO - [Train] step: 132899, loss_rec: 0.003118, loss_vq: 0.005271, loss_commit: 0.005271, perplexity: 257.353180, lr: 0.000400
+2024-01-29 18:01:24,523 - INFO - [Train] step: 132999, loss_rec: 0.003114, loss_vq: 0.005266, loss_commit: 0.005266, perplexity: 255.337067, lr: 0.000400
+2024-01-29 18:01:32,931 - INFO - [Train] step: 133099, loss_rec: 0.002986, loss_vq: 0.005242, loss_commit: 0.005242, perplexity: 254.338303, lr: 0.000400
+2024-01-29 18:01:41,264 - INFO - [Train] step: 133199, loss_rec: 0.003017, loss_vq: 0.005268, loss_commit: 0.005268, perplexity: 255.720978, lr: 0.000400
+2024-01-29 18:01:49,596 - INFO - [Train] step: 133299, loss_rec: 0.003236, loss_vq: 0.005979, loss_commit: 0.005979, perplexity: 257.551697, lr: 0.000400
+2024-01-29 18:01:58,307 - INFO - [Train] step: 133399, loss_rec: 0.003217, loss_vq: 0.005707, loss_commit: 0.005707, perplexity: 256.183899, lr: 0.000400
+2024-01-29 18:02:06,641 - INFO - [Train] step: 133499, loss_rec: 0.003114, loss_vq: 0.005408, loss_commit: 0.005408, perplexity: 258.172638, lr: 0.000400
+2024-01-29 18:02:14,973 - INFO - [Train] step: 133599, loss_rec: 0.003071, loss_vq: 0.005406, loss_commit: 0.005406, perplexity: 258.745087, lr: 0.000400
+2024-01-29 18:02:23,308 - INFO - [Train] step: 133699, loss_rec: 0.003190, loss_vq: 0.005625, loss_commit: 0.005625, perplexity: 262.654602, lr: 0.000400
+2024-01-29 18:02:31,652 - INFO - [Train] step: 133799, loss_rec: 0.003091, loss_vq: 0.005273, loss_commit: 0.005273, perplexity: 255.869308, lr: 0.000400
+2024-01-29 18:02:39,989 - INFO - [Train] step: 133899, loss_rec: 0.003129, loss_vq: 0.005247, loss_commit: 0.005247, perplexity: 257.520508, lr: 0.000400
+2024-01-29 18:02:48,668 - INFO - [Train] step: 133999, loss_rec: 0.003162, loss_vq: 0.005300, loss_commit: 0.005300, perplexity: 257.844391, lr: 0.000400
+2024-01-29 18:02:57,076 - INFO - [Train] step: 134099, loss_rec: 0.002945, loss_vq: 0.005027, loss_commit: 0.005027, perplexity: 253.546875, lr: 0.000400
+2024-01-29 18:03:05,411 - INFO - [Train] step: 134199, loss_rec: 0.003058, loss_vq: 0.005977, loss_commit: 0.005977, perplexity: 256.311737, lr: 0.000400
+2024-01-29 18:03:13,744 - INFO - [Train] step: 134299, loss_rec: 0.002994, loss_vq: 0.004981, loss_commit: 0.004981, perplexity: 255.339355, lr: 0.000400
+2024-01-29 18:03:22,079 - INFO - [Train] step: 134399, loss_rec: 0.003155, loss_vq: 0.005300, loss_commit: 0.005300, perplexity: 257.424347, lr: 0.000400
+2024-01-29 18:03:30,413 - INFO - [Train] step: 134499, loss_rec: 0.003077, loss_vq: 0.005182, loss_commit: 0.005182, perplexity: 254.808197, lr: 0.000400
+2024-01-29 18:03:38,747 - INFO - [Train] step: 134599, loss_rec: 0.003082, loss_vq: 0.005215, loss_commit: 0.005215, perplexity: 257.341644, lr: 0.000400
+2024-01-29 18:03:47,442 - INFO - [Train] step: 134699, loss_rec: 0.003363, loss_vq: 0.005740, loss_commit: 0.005740, perplexity: 260.600159, lr: 0.000400
+2024-01-29 18:03:55,775 - INFO - [Train] step: 134799, loss_rec: 0.003126, loss_vq: 0.005628, loss_commit: 0.005628, perplexity: 257.290253, lr: 0.000400
+2024-01-29 18:04:04,109 - INFO - [Train] step: 134899, loss_rec: 0.003066, loss_vq: 0.005341, loss_commit: 0.005341, perplexity: 255.659668, lr: 0.000400
+2024-01-29 18:04:12,443 - INFO - [Train] step: 134999, loss_rec: 0.003349, loss_vq: 0.005790, loss_commit: 0.005790, perplexity: 255.466263, lr: 0.000400
+2024-01-29 18:04:20,850 - INFO - [Train] step: 135099, loss_rec: 0.002965, loss_vq: 0.005143, loss_commit: 0.005143, perplexity: 252.825027, lr: 0.000400
+2024-01-29 18:04:29,183 - INFO - [Train] step: 135199, loss_rec: 0.003249, loss_vq: 0.005547, loss_commit: 0.005547, perplexity: 259.619080, lr: 0.000400
+2024-01-29 18:04:37,895 - INFO - [Train] step: 135299, loss_rec: 0.003100, loss_vq: 0.005217, loss_commit: 0.005217, perplexity: 255.510132, lr: 0.000400
+2024-01-29 18:04:46,230 - INFO - [Train] step: 135399, loss_rec: 0.003074, loss_vq: 0.005277, loss_commit: 0.005277, perplexity: 259.482086, lr: 0.000400
+2024-01-29 18:04:54,568 - INFO - [Train] step: 135499, loss_rec: 0.002957, loss_vq: 0.004971, loss_commit: 0.004971, perplexity: 257.806641, lr: 0.000400
+2024-01-29 18:05:02,904 - INFO - [Train] step: 135599, loss_rec: 0.003327, loss_vq: 0.006222, loss_commit: 0.006222, perplexity: 262.028137, lr: 0.000400
+2024-01-29 18:05:11,237 - INFO - [Train] step: 135699, loss_rec: 0.003319, loss_vq: 0.005870, loss_commit: 0.005870, perplexity: 263.178131, lr: 0.000400
+2024-01-29 18:05:19,571 - INFO - [Train] step: 135799, loss_rec: 0.003232, loss_vq: 0.005677, loss_commit: 0.005677, perplexity: 260.577545, lr: 0.000400
+2024-01-29 18:05:28,286 - INFO - [Train] step: 135899, loss_rec: 0.003178, loss_vq: 0.005193, loss_commit: 0.005193, perplexity: 260.210022, lr: 0.000400
+2024-01-29 18:05:36,622 - INFO - [Train] step: 135999, loss_rec: 0.003286, loss_vq: 0.005634, loss_commit: 0.005634, perplexity: 264.256317, lr: 0.000400
+2024-01-29 18:05:45,028 - INFO - [Train] step: 136099, loss_rec: 0.003089, loss_vq: 0.005248, loss_commit: 0.005248, perplexity: 259.885895, lr: 0.000400
+2024-01-29 18:05:53,365 - INFO - [Train] step: 136199, loss_rec: 0.003234, loss_vq: 0.005402, loss_commit: 0.005402, perplexity: 258.914764, lr: 0.000400
+2024-01-29 18:06:01,699 - INFO - [Train] step: 136299, loss_rec: 0.003326, loss_vq: 0.005655, loss_commit: 0.005655, perplexity: 260.773468, lr: 0.000400
+2024-01-29 18:06:10,032 - INFO - [Train] step: 136399, loss_rec: 0.003240, loss_vq: 0.005682, loss_commit: 0.005682, perplexity: 262.434753, lr: 0.000400
+2024-01-29 18:06:18,367 - INFO - [Train] step: 136499, loss_rec: 0.003265, loss_vq: 0.005631, loss_commit: 0.005631, perplexity: 261.040436, lr: 0.000400
+2024-01-29 18:06:27,012 - INFO - [Train] step: 136599, loss_rec: 0.003222, loss_vq: 0.005617, loss_commit: 0.005617, perplexity: 258.778900, lr: 0.000400
+2024-01-29 18:06:35,346 - INFO - [Train] step: 136699, loss_rec: 0.003049, loss_vq: 0.005380, loss_commit: 0.005380, perplexity: 258.144684, lr: 0.000400
+2024-01-29 18:06:43,680 - INFO - [Train] step: 136799, loss_rec: 0.003172, loss_vq: 0.005304, loss_commit: 0.005304, perplexity: 259.992737, lr: 0.000400
+2024-01-29 18:06:52,011 - INFO - [Train] step: 136899, loss_rec: 0.003105, loss_vq: 0.005514, loss_commit: 0.005514, perplexity: 260.209015, lr: 0.000400
+2024-01-29 18:07:00,345 - INFO - [Train] step: 136999, loss_rec: 0.003078, loss_vq: 0.005435, loss_commit: 0.005435, perplexity: 258.609894, lr: 0.000400
+2024-01-29 18:07:08,749 - INFO - [Train] step: 137099, loss_rec: 0.003134, loss_vq: 0.005650, loss_commit: 0.005650, perplexity: 261.614166, lr: 0.000400
+2024-01-29 18:07:17,430 - INFO - [Train] step: 137199, loss_rec: 0.003132, loss_vq: 0.005317, loss_commit: 0.005317, perplexity: 259.872009, lr: 0.000400
+2024-01-29 18:07:25,765 - INFO - [Train] step: 137299, loss_rec: 0.003136, loss_vq: 0.005394, loss_commit: 0.005394, perplexity: 259.663177, lr: 0.000400
+2024-01-29 18:07:34,099 - INFO - [Train] step: 137399, loss_rec: 0.003030, loss_vq: 0.005339, loss_commit: 0.005339, perplexity: 260.518280, lr: 0.000400
+2024-01-29 18:07:42,433 - INFO - [Train] step: 137499, loss_rec: 0.002976, loss_vq: 0.005159, loss_commit: 0.005159, perplexity: 257.759705, lr: 0.000400
+2024-01-29 18:07:50,766 - INFO - [Train] step: 137599, loss_rec: 0.002933, loss_vq: 0.004986, loss_commit: 0.004986, perplexity: 259.662292, lr: 0.000400
+2024-01-29 18:07:59,099 - INFO - [Train] step: 137699, loss_rec: 0.003096, loss_vq: 0.005689, loss_commit: 0.005689, perplexity: 260.693756, lr: 0.000400
+2024-01-29 18:08:07,814 - INFO - [Train] step: 137799, loss_rec: 0.003013, loss_vq: 0.005136, loss_commit: 0.005136, perplexity: 259.501984, lr: 0.000400
+2024-01-29 18:08:16,149 - INFO - [Train] step: 137899, loss_rec: 0.003132, loss_vq: 0.005482, loss_commit: 0.005482, perplexity: 264.121277, lr: 0.000400
+2024-01-29 18:08:24,483 - INFO - [Train] step: 137999, loss_rec: 0.002950, loss_vq: 0.005200, loss_commit: 0.005200, perplexity: 255.612961, lr: 0.000400
+2024-01-29 18:08:32,896 - INFO - [Train] step: 138099, loss_rec: 0.003146, loss_vq: 0.005177, loss_commit: 0.005177, perplexity: 258.881836, lr: 0.000400
+2024-01-29 18:08:41,230 - INFO - [Train] step: 138199, loss_rec: 0.003074, loss_vq: 0.005278, loss_commit: 0.005278, perplexity: 258.486755, lr: 0.000400
+2024-01-29 18:08:49,566 - INFO - [Train] step: 138299, loss_rec: 0.003062, loss_vq: 0.005141, loss_commit: 0.005141, perplexity: 261.568390, lr: 0.000400
+2024-01-29 18:08:57,915 - INFO - [Train] step: 138399, loss_rec: 0.003185, loss_vq: 0.005345, loss_commit: 0.005345, perplexity: 265.244293, lr: 0.000400
+2024-01-29 18:09:06,610 - INFO - [Train] step: 138499, loss_rec: 0.003105, loss_vq: 0.005265, loss_commit: 0.005265, perplexity: 262.355438, lr: 0.000400
+2024-01-29 18:09:14,944 - INFO - [Train] step: 138599, loss_rec: 0.002971, loss_vq: 0.004987, loss_commit: 0.004987, perplexity: 258.927734, lr: 0.000400
+2024-01-29 18:09:23,277 - INFO - [Train] step: 138699, loss_rec: 0.003002, loss_vq: 0.005360, loss_commit: 0.005360, perplexity: 263.597870, lr: 0.000400
+2024-01-29 18:09:31,610 - INFO - [Train] step: 138799, loss_rec: 0.003044, loss_vq: 0.005098, loss_commit: 0.005098, perplexity: 261.830902, lr: 0.000400
+2024-01-29 18:09:39,943 - INFO - [Train] step: 138899, loss_rec: 0.003117, loss_vq: 0.005717, loss_commit: 0.005717, perplexity: 263.781189, lr: 0.000400
+2024-01-29 18:09:48,277 - INFO - [Train] step: 138999, loss_rec: 0.003042, loss_vq: 0.005098, loss_commit: 0.005098, perplexity: 258.575867, lr: 0.000400
+2024-01-29 18:09:57,061 - INFO - [Train] step: 139099, loss_rec: 0.003192, loss_vq: 0.005495, loss_commit: 0.005495, perplexity: 262.540527, lr: 0.000400
+2024-01-29 18:10:05,398 - INFO - [Train] step: 139199, loss_rec: 0.003075, loss_vq: 0.005264, loss_commit: 0.005264, perplexity: 260.696228, lr: 0.000400
+2024-01-29 18:10:13,730 - INFO - [Train] step: 139299, loss_rec: 0.003095, loss_vq: 0.005292, loss_commit: 0.005292, perplexity: 261.818939, lr: 0.000400
+2024-01-29 18:10:22,065 - INFO - [Train] step: 139399, loss_rec: 0.003046, loss_vq: 0.005187, loss_commit: 0.005187, perplexity: 262.806183, lr: 0.000400
+2024-01-29 18:10:30,400 - INFO - [Train] step: 139499, loss_rec: 0.003033, loss_vq: 0.005362, loss_commit: 0.005362, perplexity: 265.877441, lr: 0.000400
+2024-01-29 18:10:38,738 - INFO - [Train] step: 139599, loss_rec: 0.003069, loss_vq: 0.005378, loss_commit: 0.005378, perplexity: 260.084381, lr: 0.000400
+2024-01-29 18:10:47,089 - INFO - [Train] step: 139699, loss_rec: 0.003017, loss_vq: 0.004977, loss_commit: 0.004977, perplexity: 260.950073, lr: 0.000400
+2024-01-29 18:10:55,763 - INFO - [Train] step: 139799, loss_rec: 0.003084, loss_vq: 0.005682, loss_commit: 0.005682, perplexity: 260.047668, lr: 0.000400
+2024-01-29 18:11:04,098 - INFO - [Train] step: 139899, loss_rec: 0.003192, loss_vq: 0.005186, loss_commit: 0.005186, perplexity: 262.677765, lr: 0.000400
+2024-01-29 18:11:12,431 - INFO - [Train] step: 139999, loss_rec: 0.003091, loss_vq: 0.005391, loss_commit: 0.005391, perplexity: 263.234131, lr: 0.000400
+2024-01-29 18:11:20,872 - INFO - [Train] step: 140099, loss_rec: 0.003140, loss_vq: 0.005561, loss_commit: 0.005561, perplexity: 262.199738, lr: 0.000400
+2024-01-29 18:11:29,206 - INFO - [Train] step: 140199, loss_rec: 0.003153, loss_vq: 0.005338, loss_commit: 0.005338, perplexity: 263.649048, lr: 0.000400
+2024-01-29 18:11:37,540 - INFO - [Train] step: 140299, loss_rec: 0.003011, loss_vq: 0.005445, loss_commit: 0.005445, perplexity: 264.607483, lr: 0.000400
+2024-01-29 18:11:46,244 - INFO - [Train] step: 140399, loss_rec: 0.003139, loss_vq: 0.005123, loss_commit: 0.005123, perplexity: 263.519226, lr: 0.000400
+2024-01-29 18:11:54,576 - INFO - [Train] step: 140499, loss_rec: 0.003016, loss_vq: 0.005104, loss_commit: 0.005104, perplexity: 260.458923, lr: 0.000400
+2024-01-29 18:12:02,909 - INFO - [Train] step: 140599, loss_rec: 0.003035, loss_vq: 0.005333, loss_commit: 0.005333, perplexity: 262.688660, lr: 0.000400
+2024-01-29 18:12:11,240 - INFO - [Train] step: 140699, loss_rec: 0.003140, loss_vq: 0.005412, loss_commit: 0.005412, perplexity: 260.361176, lr: 0.000400
+2024-01-29 18:12:19,571 - INFO - [Train] step: 140799, loss_rec: 0.002983, loss_vq: 0.005442, loss_commit: 0.005442, perplexity: 263.537689, lr: 0.000400
+2024-01-29 18:12:27,902 - INFO - [Train] step: 140899, loss_rec: 0.003087, loss_vq: 0.005325, loss_commit: 0.005325, perplexity: 265.410767, lr: 0.000400
+2024-01-29 18:12:36,592 - INFO - [Train] step: 140999, loss_rec: 0.003136, loss_vq: 0.005383, loss_commit: 0.005383, perplexity: 266.900635, lr: 0.000400
+2024-01-29 18:12:45,000 - INFO - [Train] step: 141099, loss_rec: 0.002946, loss_vq: 0.005243, loss_commit: 0.005243, perplexity: 260.946350, lr: 0.000400
+2024-01-29 18:12:53,335 - INFO - [Train] step: 141199, loss_rec: 0.003022, loss_vq: 0.005200, loss_commit: 0.005200, perplexity: 263.801819, lr: 0.000400
+2024-01-29 18:13:01,671 - INFO - [Train] step: 141299, loss_rec: 0.003054, loss_vq: 0.005397, loss_commit: 0.005397, perplexity: 263.575134, lr: 0.000400
+2024-01-29 18:13:10,005 - INFO - [Train] step: 141399, loss_rec: 0.002926, loss_vq: 0.005016, loss_commit: 0.005016, perplexity: 263.418457, lr: 0.000400
+2024-01-29 18:13:18,337 - INFO - [Train] step: 141499, loss_rec: 0.003075, loss_vq: 0.005213, loss_commit: 0.005213, perplexity: 264.549713, lr: 0.000400
+2024-01-29 18:13:26,666 - INFO - [Train] step: 141599, loss_rec: 0.002936, loss_vq: 0.005160, loss_commit: 0.005160, perplexity: 266.286621, lr: 0.000400
+2024-01-29 18:13:35,385 - INFO - [Train] step: 141699, loss_rec: 0.003131, loss_vq: 0.005318, loss_commit: 0.005318, perplexity: 267.223053, lr: 0.000400
+2024-01-29 18:13:43,718 - INFO - [Train] step: 141799, loss_rec: 0.003050, loss_vq: 0.005266, loss_commit: 0.005266, perplexity: 268.185425, lr: 0.000400
+2024-01-29 18:13:52,051 - INFO - [Train] step: 141899, loss_rec: 0.003113, loss_vq: 0.005315, loss_commit: 0.005315, perplexity: 266.916260, lr: 0.000400
+2024-01-29 18:14:00,384 - INFO - [Train] step: 141999, loss_rec: 0.003172, loss_vq: 0.005327, loss_commit: 0.005327, perplexity: 266.140778, lr: 0.000400
+2024-01-29 18:14:08,789 - INFO - [Train] step: 142099, loss_rec: 0.003087, loss_vq: 0.005415, loss_commit: 0.005415, perplexity: 268.109741, lr: 0.000400
+2024-01-29 18:14:17,122 - INFO - [Train] step: 142199, loss_rec: 0.003017, loss_vq: 0.005246, loss_commit: 0.005246, perplexity: 267.634308, lr: 0.000400
+2024-01-29 18:14:25,802 - INFO - [Train] step: 142299, loss_rec: 0.003058, loss_vq: 0.005443, loss_commit: 0.005443, perplexity: 268.002106, lr: 0.000400
+2024-01-29 18:14:34,134 - INFO - [Train] step: 142399, loss_rec: 0.003023, loss_vq: 0.005502, loss_commit: 0.005502, perplexity: 267.574860, lr: 0.000400
+2024-01-29 18:14:42,468 - INFO - [Train] step: 142499, loss_rec: 0.002910, loss_vq: 0.005016, loss_commit: 0.005016, perplexity: 266.764343, lr: 0.000400
+2024-01-29 18:14:50,802 - INFO - [Train] step: 142599, loss_rec: 0.003116, loss_vq: 0.005427, loss_commit: 0.005427, perplexity: 268.825958, lr: 0.000400
+2024-01-29 18:14:59,135 - INFO - [Train] step: 142699, loss_rec: 0.003208, loss_vq: 0.005876, loss_commit: 0.005876, perplexity: 273.060028, lr: 0.000400
+2024-01-29 18:15:07,469 - INFO - [Train] step: 142799, loss_rec: 0.003087, loss_vq: 0.005225, loss_commit: 0.005225, perplexity: 263.021698, lr: 0.000400
+2024-01-29 18:15:16,160 - INFO - [Train] step: 142899, loss_rec: 0.003061, loss_vq: 0.005043, loss_commit: 0.005043, perplexity: 265.676575, lr: 0.000400
+2024-01-29 18:15:24,494 - INFO - [Train] step: 142999, loss_rec: 0.003202, loss_vq: 0.005663, loss_commit: 0.005663, perplexity: 271.315155, lr: 0.000400
+2024-01-29 18:15:32,902 - INFO - [Train] step: 143099, loss_rec: 0.003165, loss_vq: 0.005480, loss_commit: 0.005480, perplexity: 266.689301, lr: 0.000400
+2024-01-29 18:15:41,236 - INFO - [Train] step: 143199, loss_rec: 0.003165, loss_vq: 0.005252, loss_commit: 0.005252, perplexity: 265.603241, lr: 0.000400
+2024-01-29 18:15:49,571 - INFO - [Train] step: 143299, loss_rec: 0.003044, loss_vq: 0.005315, loss_commit: 0.005315, perplexity: 267.583160, lr: 0.000400
+2024-01-29 18:15:57,906 - INFO - [Train] step: 143399, loss_rec: 0.003056, loss_vq: 0.005306, loss_commit: 0.005306, perplexity: 268.224548, lr: 0.000400
+2024-01-29 18:16:06,235 - INFO - [Train] step: 143499, loss_rec: 0.003017, loss_vq: 0.005168, loss_commit: 0.005168, perplexity: 268.499420, lr: 0.000400
+2024-01-29 18:16:14,902 - INFO - [Train] step: 143599, loss_rec: 0.002966, loss_vq: 0.005115, loss_commit: 0.005115, perplexity: 264.354614, lr: 0.000400
+2024-01-29 18:16:23,237 - INFO - [Train] step: 143699, loss_rec: 0.003149, loss_vq: 0.005427, loss_commit: 0.005427, perplexity: 268.911224, lr: 0.000400
+2024-01-29 18:16:31,570 - INFO - [Train] step: 143799, loss_rec: 0.002921, loss_vq: 0.005116, loss_commit: 0.005116, perplexity: 265.562836, lr: 0.000400
+2024-01-29 18:16:39,902 - INFO - [Train] step: 143899, loss_rec: 0.002936, loss_vq: 0.005013, loss_commit: 0.005013, perplexity: 262.639832, lr: 0.000400
+2024-01-29 18:16:48,237 - INFO - [Train] step: 143999, loss_rec: 0.003071, loss_vq: 0.005359, loss_commit: 0.005359, perplexity: 267.230835, lr: 0.000400
+2024-01-29 18:16:56,640 - INFO - [Train] step: 144099, loss_rec: 0.003082, loss_vq: 0.005186, loss_commit: 0.005186, perplexity: 264.410583, lr: 0.000400
+2024-01-29 18:17:05,324 - INFO - [Train] step: 144199, loss_rec: 0.003076, loss_vq: 0.005001, loss_commit: 0.005001, perplexity: 266.368164, lr: 0.000400
+2024-01-29 18:17:13,664 - INFO - [Train] step: 144299, loss_rec: 0.003009, loss_vq: 0.004809, loss_commit: 0.004809, perplexity: 264.198242, lr: 0.000400
+2024-01-29 18:17:21,999 - INFO - [Train] step: 144399, loss_rec: 0.002950, loss_vq: 0.005028, loss_commit: 0.005028, perplexity: 263.393066, lr: 0.000400
+2024-01-29 18:17:30,338 - INFO - [Train] step: 144499, loss_rec: 0.002931, loss_vq: 0.005008, loss_commit: 0.005008, perplexity: 265.135406, lr: 0.000400
+2024-01-29 18:17:38,679 - INFO - [Train] step: 144599, loss_rec: 0.003009, loss_vq: 0.005348, loss_commit: 0.005348, perplexity: 263.580261, lr: 0.000400
+2024-01-29 18:17:47,015 - INFO - [Train] step: 144699, loss_rec: 0.002906, loss_vq: 0.004995, loss_commit: 0.004995, perplexity: 262.858337, lr: 0.000400
+2024-01-29 18:17:55,752 - INFO - [Train] step: 144799, loss_rec: 0.003068, loss_vq: 0.005359, loss_commit: 0.005359, perplexity: 270.944855, lr: 0.000400
+2024-01-29 18:18:04,089 - INFO - [Train] step: 144899, loss_rec: 0.003131, loss_vq: 0.005334, loss_commit: 0.005334, perplexity: 267.974121, lr: 0.000400
+2024-01-29 18:18:12,425 - INFO - [Train] step: 144999, loss_rec: 0.003112, loss_vq: 0.005315, loss_commit: 0.005315, perplexity: 270.044586, lr: 0.000400
+2024-01-29 18:18:20,830 - INFO - [Train] step: 145099, loss_rec: 0.003142, loss_vq: 0.005696, loss_commit: 0.005696, perplexity: 269.473175, lr: 0.000400
+2024-01-29 18:18:29,166 - INFO - [Train] step: 145199, loss_rec: 0.002978, loss_vq: 0.005138, loss_commit: 0.005138, perplexity: 266.400299, lr: 0.000400
+2024-01-29 18:18:37,500 - INFO - [Train] step: 145299, loss_rec: 0.003075, loss_vq: 0.005401, loss_commit: 0.005401, perplexity: 267.216064, lr: 0.000400
+2024-01-29 18:18:45,831 - INFO - [Train] step: 145399, loss_rec: 0.003079, loss_vq: 0.005237, loss_commit: 0.005237, perplexity: 267.949707, lr: 0.000400
+2024-01-29 18:18:54,523 - INFO - [Train] step: 145499, loss_rec: 0.003037, loss_vq: 0.005514, loss_commit: 0.005514, perplexity: 270.290894, lr: 0.000400
+2024-01-29 18:19:02,856 - INFO - [Train] step: 145599, loss_rec: 0.002986, loss_vq: 0.004971, loss_commit: 0.004971, perplexity: 267.811646, lr: 0.000400
+2024-01-29 18:19:11,189 - INFO - [Train] step: 145699, loss_rec: 0.002962, loss_vq: 0.005166, loss_commit: 0.005166, perplexity: 264.940277, lr: 0.000400
+2024-01-29 18:19:19,523 - INFO - [Train] step: 145799, loss_rec: 0.002943, loss_vq: 0.004962, loss_commit: 0.004962, perplexity: 267.088928, lr: 0.000400
+2024-01-29 18:19:27,857 - INFO - [Train] step: 145899, loss_rec: 0.003312, loss_vq: 0.005493, loss_commit: 0.005493, perplexity: 266.961853, lr: 0.000400
+2024-01-29 18:19:36,193 - INFO - [Train] step: 145999, loss_rec: 0.003021, loss_vq: 0.005091, loss_commit: 0.005091, perplexity: 265.847900, lr: 0.000400
+2024-01-29 18:19:44,964 - INFO - [Train] step: 146099, loss_rec: 0.003002, loss_vq: 0.004901, loss_commit: 0.004901, perplexity: 265.965576, lr: 0.000400
+2024-01-29 18:19:53,298 - INFO - [Train] step: 146199, loss_rec: 0.003109, loss_vq: 0.005278, loss_commit: 0.005278, perplexity: 267.622833, lr: 0.000400
+2024-01-29 18:20:01,631 - INFO - [Train] step: 146299, loss_rec: 0.003087, loss_vq: 0.005191, loss_commit: 0.005191, perplexity: 269.109009, lr: 0.000400
+2024-01-29 18:20:09,965 - INFO - [Train] step: 146399, loss_rec: 0.003185, loss_vq: 0.006026, loss_commit: 0.006026, perplexity: 273.320282, lr: 0.000400
+2024-01-29 18:20:18,305 - INFO - [Train] step: 146499, loss_rec: 0.003137, loss_vq: 0.005448, loss_commit: 0.005448, perplexity: 268.551147, lr: 0.000400
+2024-01-29 18:20:26,646 - INFO - [Train] step: 146599, loss_rec: 0.003044, loss_vq: 0.005316, loss_commit: 0.005316, perplexity: 267.790436, lr: 0.000400
+2024-01-29 18:20:35,359 - INFO - [Train] step: 146699, loss_rec: 0.003028, loss_vq: 0.005541, loss_commit: 0.005541, perplexity: 268.890961, lr: 0.000400
+2024-01-29 18:20:43,695 - INFO - [Train] step: 146799, loss_rec: 0.003026, loss_vq: 0.005590, loss_commit: 0.005590, perplexity: 270.567383, lr: 0.000400
+2024-01-29 18:20:52,031 - INFO - [Train] step: 146899, loss_rec: 0.003017, loss_vq: 0.005129, loss_commit: 0.005129, perplexity: 268.819702, lr: 0.000400
+2024-01-29 18:21:00,369 - INFO - [Train] step: 146999, loss_rec: 0.003080, loss_vq: 0.005546, loss_commit: 0.005546, perplexity: 272.675537, lr: 0.000400
+2024-01-29 18:21:08,777 - INFO - [Train] step: 147099, loss_rec: 0.003112, loss_vq: 0.005149, loss_commit: 0.005149, perplexity: 269.348846, lr: 0.000400
+2024-01-29 18:21:17,116 - INFO - [Train] step: 147199, loss_rec: 0.003049, loss_vq: 0.005175, loss_commit: 0.005175, perplexity: 269.942352, lr: 0.000400
+2024-01-29 18:21:25,450 - INFO - [Train] step: 147299, loss_rec: 0.003104, loss_vq: 0.005191, loss_commit: 0.005191, perplexity: 270.492798, lr: 0.000400
+2024-01-29 18:21:34,139 - INFO - [Train] step: 147399, loss_rec: 0.002931, loss_vq: 0.005033, loss_commit: 0.005033, perplexity: 268.910217, lr: 0.000400
+2024-01-29 18:21:42,474 - INFO - [Train] step: 147499, loss_rec: 0.003089, loss_vq: 0.004979, loss_commit: 0.004979, perplexity: 269.560333, lr: 0.000400
+2024-01-29 18:21:50,809 - INFO - [Train] step: 147599, loss_rec: 0.003059, loss_vq: 0.004989, loss_commit: 0.004989, perplexity: 266.669464, lr: 0.000400
+2024-01-29 18:21:59,142 - INFO - [Train] step: 147699, loss_rec: 0.003154, loss_vq: 0.005473, loss_commit: 0.005473, perplexity: 273.554596, lr: 0.000400
+2024-01-29 18:22:07,478 - INFO - [Train] step: 147799, loss_rec: 0.003071, loss_vq: 0.005097, loss_commit: 0.005097, perplexity: 269.594269, lr: 0.000400
+2024-01-29 18:22:15,813 - INFO - [Train] step: 147899, loss_rec: 0.002913, loss_vq: 0.005123, loss_commit: 0.005123, perplexity: 272.301208, lr: 0.000400
+2024-01-29 18:22:24,493 - INFO - [Train] step: 147999, loss_rec: 0.003183, loss_vq: 0.005439, loss_commit: 0.005439, perplexity: 273.382324, lr: 0.000400
+2024-01-29 18:22:32,897 - INFO - [Train] step: 148099, loss_rec: 0.003213, loss_vq: 0.005626, loss_commit: 0.005626, perplexity: 272.419525, lr: 0.000400
+2024-01-29 18:22:41,228 - INFO - [Train] step: 148199, loss_rec: 0.003095, loss_vq: 0.005227, loss_commit: 0.005227, perplexity: 272.218140, lr: 0.000400
+2024-01-29 18:22:49,560 - INFO - [Train] step: 148299, loss_rec: 0.003004, loss_vq: 0.005266, loss_commit: 0.005266, perplexity: 274.299774, lr: 0.000400
+2024-01-29 18:22:57,893 - INFO - [Train] step: 148399, loss_rec: 0.002938, loss_vq: 0.004994, loss_commit: 0.004994, perplexity: 268.555267, lr: 0.000400
+2024-01-29 18:23:06,227 - INFO - [Train] step: 148499, loss_rec: 0.003090, loss_vq: 0.005133, loss_commit: 0.005133, perplexity: 269.603241, lr: 0.000400
+2024-01-29 18:23:14,931 - INFO - [Train] step: 148599, loss_rec: 0.002963, loss_vq: 0.005027, loss_commit: 0.005027, perplexity: 266.106781, lr: 0.000400
+2024-01-29 18:23:23,262 - INFO - [Train] step: 148699, loss_rec: 0.003015, loss_vq: 0.004998, loss_commit: 0.004998, perplexity: 273.354431, lr: 0.000400
+2024-01-29 18:23:31,596 - INFO - [Train] step: 148799, loss_rec: 0.003112, loss_vq: 0.005576, loss_commit: 0.005576, perplexity: 274.565552, lr: 0.000400
+2024-01-29 18:23:39,927 - INFO - [Train] step: 148899, loss_rec: 0.003063, loss_vq: 0.005193, loss_commit: 0.005193, perplexity: 271.230408, lr: 0.000400
+2024-01-29 18:23:48,261 - INFO - [Train] step: 148999, loss_rec: 0.003074, loss_vq: 0.008242, loss_commit: 0.008242, perplexity: 275.066925, lr: 0.000400
+2024-01-29 18:23:56,673 - INFO - [Train] step: 149099, loss_rec: 0.003229, loss_vq: 0.005192, loss_commit: 0.005192, perplexity: 269.209381, lr: 0.000400
+2024-01-29 18:24:05,017 - INFO - [Train] step: 149199, loss_rec: 0.003002, loss_vq: 0.005194, loss_commit: 0.005194, perplexity: 269.975555, lr: 0.000400
+2024-01-29 18:24:13,714 - INFO - [Train] step: 149299, loss_rec: 0.003210, loss_vq: 0.004954, loss_commit: 0.004954, perplexity: 269.430664, lr: 0.000400
+2024-01-29 18:24:22,048 - INFO - [Train] step: 149399, loss_rec: 0.003139, loss_vq: 0.005508, loss_commit: 0.005508, perplexity: 274.948364, lr: 0.000400
+2024-01-29 18:24:30,385 - INFO - [Train] step: 149499, loss_rec: 0.003019, loss_vq: 0.005212, loss_commit: 0.005212, perplexity: 272.251862, lr: 0.000400
+2024-01-29 18:24:38,719 - INFO - [Train] step: 149599, loss_rec: 0.003067, loss_vq: 0.005352, loss_commit: 0.005352, perplexity: 273.083466, lr: 0.000400
+2024-01-29 18:24:47,050 - INFO - [Train] step: 149699, loss_rec: 0.002999, loss_vq: 0.005363, loss_commit: 0.005363, perplexity: 271.872406, lr: 0.000400
+2024-01-29 18:24:55,381 - INFO - [Train] step: 149799, loss_rec: 0.003005, loss_vq: 0.005186, loss_commit: 0.005186, perplexity: 268.660004, lr: 0.000400
+2024-01-29 18:25:04,037 - INFO - [Train] step: 149899, loss_rec: 0.002895, loss_vq: 0.004907, loss_commit: 0.004907, perplexity: 266.243835, lr: 0.000400
+2024-01-29 18:25:12,369 - INFO - [Train] step: 149999, loss_rec: 0.003101, loss_vq: 0.005525, loss_commit: 0.005525, perplexity: 272.057587, lr: 0.000400
+2024-01-29 18:25:20,812 - INFO - [Train] step: 150099, loss_rec: 0.002955, loss_vq: 0.005105, loss_commit: 0.005105, perplexity: 269.720276, lr: 0.000400
+2024-01-29 18:25:29,144 - INFO - [Train] step: 150199, loss_rec: 0.003050, loss_vq: 0.005149, loss_commit: 0.005149, perplexity: 270.774109, lr: 0.000400
+2024-01-29 18:25:37,478 - INFO - [Train] step: 150299, loss_rec: 0.003171, loss_vq: 0.005570, loss_commit: 0.005570, perplexity: 275.820709, lr: 0.000400
+2024-01-29 18:25:45,812 - INFO - [Train] step: 150399, loss_rec: 0.002947, loss_vq: 0.005096, loss_commit: 0.005096, perplexity: 271.405609, lr: 0.000400
+2024-01-29 18:25:54,524 - INFO - [Train] step: 150499, loss_rec: 0.003040, loss_vq: 0.005285, loss_commit: 0.005285, perplexity: 274.792023, lr: 0.000400
+2024-01-29 18:26:02,856 - INFO - [Train] step: 150599, loss_rec: 0.003086, loss_vq: 0.005634, loss_commit: 0.005634, perplexity: 274.818756, lr: 0.000400
+2024-01-29 18:26:11,191 - INFO - [Train] step: 150699, loss_rec: 0.003020, loss_vq: 0.005362, loss_commit: 0.005362, perplexity: 271.657959, lr: 0.000400
+2024-01-29 18:26:19,523 - INFO - [Train] step: 150799, loss_rec: 0.002934, loss_vq: 0.005153, loss_commit: 0.005153, perplexity: 271.231964, lr: 0.000400
+2024-01-29 18:26:27,861 - INFO - [Train] step: 150899, loss_rec: 0.003365, loss_vq: 0.006093, loss_commit: 0.006093, perplexity: 279.005707, lr: 0.000400
+2024-01-29 18:26:36,199 - INFO - [Train] step: 150999, loss_rec: 0.003132, loss_vq: 0.005394, loss_commit: 0.005394, perplexity: 277.252716, lr: 0.000400
+2024-01-29 18:26:44,610 - INFO - [Train] step: 151099, loss_rec: 0.003061, loss_vq: 0.005076, loss_commit: 0.005076, perplexity: 275.205322, lr: 0.000400
+2024-01-29 18:26:53,364 - INFO - [Train] step: 151199, loss_rec: 0.002978, loss_vq: 0.005180, loss_commit: 0.005180, perplexity: 272.146240, lr: 0.000400
+2024-01-29 18:27:01,697 - INFO - [Train] step: 151299, loss_rec: 0.003069, loss_vq: 0.005182, loss_commit: 0.005182, perplexity: 268.697052, lr: 0.000400
+2024-01-29 18:27:10,030 - INFO - [Train] step: 151399, loss_rec: 0.002904, loss_vq: 0.005106, loss_commit: 0.005106, perplexity: 273.206940, lr: 0.000400
+2024-01-29 18:27:18,363 - INFO - [Train] step: 151499, loss_rec: 0.003154, loss_vq: 0.005503, loss_commit: 0.005503, perplexity: 276.211578, lr: 0.000400
+2024-01-29 18:27:26,695 - INFO - [Train] step: 151599, loss_rec: 0.003201, loss_vq: 0.005257, loss_commit: 0.005257, perplexity: 275.044250, lr: 0.000400
+2024-01-29 18:27:35,028 - INFO - [Train] step: 151699, loss_rec: 0.002994, loss_vq: 0.004978, loss_commit: 0.004978, perplexity: 272.929596, lr: 0.000400
+2024-01-29 18:27:43,706 - INFO - [Train] step: 151799, loss_rec: 0.002929, loss_vq: 0.005294, loss_commit: 0.005294, perplexity: 274.202209, lr: 0.000400
+2024-01-29 18:27:52,038 - INFO - [Train] step: 151899, loss_rec: 0.003025, loss_vq: 0.005316, loss_commit: 0.005316, perplexity: 274.238037, lr: 0.000400
+2024-01-29 18:28:00,371 - INFO - [Train] step: 151999, loss_rec: 0.003250, loss_vq: 0.005371, loss_commit: 0.005371, perplexity: 276.999268, lr: 0.000400
+2024-01-29 18:28:08,775 - INFO - [Train] step: 152099, loss_rec: 0.003067, loss_vq: 0.005511, loss_commit: 0.005511, perplexity: 277.712250, lr: 0.000400
+2024-01-29 18:28:17,106 - INFO - [Train] step: 152199, loss_rec: 0.003088, loss_vq: 0.005502, loss_commit: 0.005502, perplexity: 276.836060, lr: 0.000400
+2024-01-29 18:28:25,439 - INFO - [Train] step: 152299, loss_rec: 0.003079, loss_vq: 0.005449, loss_commit: 0.005449, perplexity: 276.255707, lr: 0.000400
+2024-01-29 18:28:33,789 - INFO - [Train] step: 152399, loss_rec: 0.002987, loss_vq: 0.005031, loss_commit: 0.005031, perplexity: 270.613678, lr: 0.000400
+2024-01-29 18:28:42,471 - INFO - [Train] step: 152499, loss_rec: 0.003100, loss_vq: 0.005174, loss_commit: 0.005174, perplexity: 275.103790, lr: 0.000400
+2024-01-29 18:28:50,802 - INFO - [Train] step: 152599, loss_rec: 0.002969, loss_vq: 0.005050, loss_commit: 0.005050, perplexity: 272.449005, lr: 0.000400
+2024-01-29 18:28:59,133 - INFO - [Train] step: 152699, loss_rec: 0.003168, loss_vq: 0.005494, loss_commit: 0.005494, perplexity: 276.007904, lr: 0.000400
+2024-01-29 18:29:07,464 - INFO - [Train] step: 152799, loss_rec: 0.003054, loss_vq: 0.005195, loss_commit: 0.005195, perplexity: 273.328369, lr: 0.000400
+2024-01-29 18:29:15,811 - INFO - [Train] step: 152899, loss_rec: 0.003203, loss_vq: 0.005528, loss_commit: 0.005528, perplexity: 278.803558, lr: 0.000400
+2024-01-29 18:29:24,152 - INFO - [Train] step: 152999, loss_rec: 0.003087, loss_vq: 0.005273, loss_commit: 0.005273, perplexity: 272.943390, lr: 0.000400
+2024-01-29 18:29:32,916 - INFO - [Train] step: 153099, loss_rec: 0.003126, loss_vq: 0.005239, loss_commit: 0.005239, perplexity: 276.844513, lr: 0.000400
+2024-01-29 18:29:41,253 - INFO - [Train] step: 153199, loss_rec: 0.003221, loss_vq: 0.005486, loss_commit: 0.005486, perplexity: 278.623352, lr: 0.000400
+2024-01-29 18:29:49,584 - INFO - [Train] step: 153299, loss_rec: 0.003054, loss_vq: 0.005200, loss_commit: 0.005200, perplexity: 269.422577, lr: 0.000400
+2024-01-29 18:29:57,925 - INFO - [Train] step: 153399, loss_rec: 0.003097, loss_vq: 0.005104, loss_commit: 0.005104, perplexity: 274.420380, lr: 0.000400
+2024-01-29 18:30:06,268 - INFO - [Train] step: 153499, loss_rec: 0.002965, loss_vq: 0.005093, loss_commit: 0.005093, perplexity: 273.662231, lr: 0.000400
+2024-01-29 18:30:14,604 - INFO - [Train] step: 153599, loss_rec: 0.003223, loss_vq: 0.005493, loss_commit: 0.005493, perplexity: 278.852753, lr: 0.000400
+2024-01-29 18:30:23,331 - INFO - [Train] step: 153699, loss_rec: 0.003022, loss_vq: 0.005193, loss_commit: 0.005193, perplexity: 272.048370, lr: 0.000400
+2024-01-29 18:30:31,662 - INFO - [Train] step: 153799, loss_rec: 0.003214, loss_vq: 0.005453, loss_commit: 0.005453, perplexity: 277.252197, lr: 0.000400
+2024-01-29 18:30:39,992 - INFO - [Train] step: 153899, loss_rec: 0.003107, loss_vq: 0.005334, loss_commit: 0.005334, perplexity: 274.019867, lr: 0.000400
+2024-01-29 18:30:48,324 - INFO - [Train] step: 153999, loss_rec: 0.003109, loss_vq: 0.005697, loss_commit: 0.005697, perplexity: 279.134796, lr: 0.000400
+2024-01-29 18:30:56,727 - INFO - [Train] step: 154099, loss_rec: 0.002822, loss_vq: 0.004874, loss_commit: 0.004874, perplexity: 272.149323, lr: 0.000400
+2024-01-29 18:31:05,058 - INFO - [Train] step: 154199, loss_rec: 0.003286, loss_vq: 0.006022, loss_commit: 0.006022, perplexity: 278.302551, lr: 0.000400
+2024-01-29 18:31:13,384 - INFO - [Train] step: 154299, loss_rec: 0.003008, loss_vq: 0.005148, loss_commit: 0.005148, perplexity: 275.727081, lr: 0.000400
+2024-01-29 18:31:22,103 - INFO - [Train] step: 154399, loss_rec: 0.003115, loss_vq: 0.005303, loss_commit: 0.005303, perplexity: 277.693604, lr: 0.000400
+2024-01-29 18:31:30,434 - INFO - [Train] step: 154499, loss_rec: 0.003023, loss_vq: 0.005019, loss_commit: 0.005019, perplexity: 273.598419, lr: 0.000400
+2024-01-29 18:31:38,768 - INFO - [Train] step: 154599, loss_rec: 0.003063, loss_vq: 0.005264, loss_commit: 0.005264, perplexity: 274.219086, lr: 0.000400
+2024-01-29 18:31:47,105 - INFO - [Train] step: 154699, loss_rec: 0.002932, loss_vq: 0.005070, loss_commit: 0.005070, perplexity: 276.316193, lr: 0.000400
+2024-01-29 18:31:55,437 - INFO - [Train] step: 154799, loss_rec: 0.002916, loss_vq: 0.004979, loss_commit: 0.004979, perplexity: 272.001556, lr: 0.000400
+2024-01-29 18:32:03,770 - INFO - [Train] step: 154899, loss_rec: 0.002852, loss_vq: 0.005037, loss_commit: 0.005037, perplexity: 272.011566, lr: 0.000400
+2024-01-29 18:32:12,561 - INFO - [Train] step: 154999, loss_rec: 0.003099, loss_vq: 0.005078, loss_commit: 0.005078, perplexity: 278.379272, lr: 0.000400
+2024-01-29 18:32:20,969 - INFO - [Train] step: 155099, loss_rec: 0.002936, loss_vq: 0.005184, loss_commit: 0.005184, perplexity: 272.831085, lr: 0.000400
+2024-01-29 18:32:29,299 - INFO - [Train] step: 155199, loss_rec: 0.003198, loss_vq: 0.005429, loss_commit: 0.005429, perplexity: 280.937469, lr: 0.000400
+2024-01-29 18:32:37,633 - INFO - [Train] step: 155299, loss_rec: 0.003057, loss_vq: 0.005508, loss_commit: 0.005508, perplexity: 277.639160, lr: 0.000400
+2024-01-29 18:32:45,968 - INFO - [Train] step: 155399, loss_rec: 0.003059, loss_vq: 0.005081, loss_commit: 0.005081, perplexity: 275.989594, lr: 0.000400
+2024-01-29 18:32:54,303 - INFO - [Train] step: 155499, loss_rec: 0.003045, loss_vq: 0.005238, loss_commit: 0.005238, perplexity: 276.245453, lr: 0.000400
+2024-01-29 18:33:02,969 - INFO - [Train] step: 155599, loss_rec: 0.003045, loss_vq: 0.005281, loss_commit: 0.005281, perplexity: 276.179993, lr: 0.000400
+2024-01-29 18:33:11,303 - INFO - [Train] step: 155699, loss_rec: 0.003145, loss_vq: 0.005626, loss_commit: 0.005626, perplexity: 279.420319, lr: 0.000400
+2024-01-29 18:33:19,637 - INFO - [Train] step: 155799, loss_rec: 0.002988, loss_vq: 0.005067, loss_commit: 0.005067, perplexity: 272.429260, lr: 0.000400
+2024-01-29 18:33:27,970 - INFO - [Train] step: 155899, loss_rec: 0.003050, loss_vq: 0.005927, loss_commit: 0.005927, perplexity: 274.909943, lr: 0.000400
+2024-01-29 18:33:36,303 - INFO - [Train] step: 155999, loss_rec: 0.003034, loss_vq: 0.005281, loss_commit: 0.005281, perplexity: 279.403503, lr: 0.000400
+2024-01-29 18:33:44,708 - INFO - [Train] step: 156099, loss_rec: 0.003153, loss_vq: 0.005357, loss_commit: 0.005357, perplexity: 280.077942, lr: 0.000400
+2024-01-29 18:33:53,041 - INFO - [Train] step: 156199, loss_rec: 0.002938, loss_vq: 0.005150, loss_commit: 0.005150, perplexity: 274.155426, lr: 0.000400
+2024-01-29 18:34:01,728 - INFO - [Train] step: 156299, loss_rec: 0.003130, loss_vq: 0.005662, loss_commit: 0.005662, perplexity: 276.631409, lr: 0.000400
+2024-01-29 18:34:10,069 - INFO - [Train] step: 156399, loss_rec: 0.003036, loss_vq: 0.005395, loss_commit: 0.005395, perplexity: 277.379272, lr: 0.000400
+2024-01-29 18:34:18,406 - INFO - [Train] step: 156499, loss_rec: 0.003223, loss_vq: 0.005663, loss_commit: 0.005663, perplexity: 277.931885, lr: 0.000400
+2024-01-29 18:34:26,740 - INFO - [Train] step: 156599, loss_rec: 0.003085, loss_vq: 0.005501, loss_commit: 0.005501, perplexity: 276.484100, lr: 0.000400
+2024-01-29 18:34:35,071 - INFO - [Train] step: 156699, loss_rec: 0.003044, loss_vq: 0.005432, loss_commit: 0.005432, perplexity: 274.155426, lr: 0.000400
+2024-01-29 18:34:43,402 - INFO - [Train] step: 156799, loss_rec: 0.002932, loss_vq: 0.005036, loss_commit: 0.005036, perplexity: 272.433441, lr: 0.000400
+2024-01-29 18:34:52,132 - INFO - [Train] step: 156899, loss_rec: 0.003123, loss_vq: 0.005277, loss_commit: 0.005277, perplexity: 275.701691, lr: 0.000400
+2024-01-29 18:35:00,463 - INFO - [Train] step: 156999, loss_rec: 0.002967, loss_vq: 0.005406, loss_commit: 0.005406, perplexity: 275.624542, lr: 0.000400
+2024-01-29 18:35:08,868 - INFO - [Train] step: 157099, loss_rec: 0.002977, loss_vq: 0.005273, loss_commit: 0.005273, perplexity: 276.441772, lr: 0.000400
+2024-01-29 18:35:17,201 - INFO - [Train] step: 157199, loss_rec: 0.002941, loss_vq: 0.005188, loss_commit: 0.005188, perplexity: 273.792877, lr: 0.000400
+2024-01-29 18:35:25,532 - INFO - [Train] step: 157299, loss_rec: 0.003029, loss_vq: 0.005252, loss_commit: 0.005252, perplexity: 277.984528, lr: 0.000400
+2024-01-29 18:35:33,866 - INFO - [Train] step: 157399, loss_rec: 0.002914, loss_vq: 0.005012, loss_commit: 0.005012, perplexity: 272.939209, lr: 0.000400
+2024-01-29 18:35:42,550 - INFO - [Train] step: 157499, loss_rec: 0.002990, loss_vq: 0.005462, loss_commit: 0.005462, perplexity: 280.696167, lr: 0.000400
+2024-01-29 18:35:50,881 - INFO - [Train] step: 157599, loss_rec: 0.002995, loss_vq: 0.005760, loss_commit: 0.005760, perplexity: 278.456268, lr: 0.000400
+2024-01-29 18:35:59,213 - INFO - [Train] step: 157699, loss_rec: 0.003125, loss_vq: 0.005266, loss_commit: 0.005266, perplexity: 275.630585, lr: 0.000400
+2024-01-29 18:36:07,550 - INFO - [Train] step: 157799, loss_rec: 0.003234, loss_vq: 0.005590, loss_commit: 0.005590, perplexity: 280.823883, lr: 0.000400
+2024-01-29 18:36:15,884 - INFO - [Train] step: 157899, loss_rec: 0.003045, loss_vq: 0.005322, loss_commit: 0.005322, perplexity: 277.290802, lr: 0.000400
+2024-01-29 18:36:24,218 - INFO - [Train] step: 157999, loss_rec: 0.003060, loss_vq: 0.005446, loss_commit: 0.005446, perplexity: 276.125183, lr: 0.000400
+2024-01-29 18:36:32,621 - INFO - [Train] step: 158099, loss_rec: 0.002933, loss_vq: 0.005571, loss_commit: 0.005571, perplexity: 275.146027, lr: 0.000400
+2024-01-29 18:36:41,333 - INFO - [Train] step: 158199, loss_rec: 0.003036, loss_vq: 0.005252, loss_commit: 0.005252, perplexity: 277.131134, lr: 0.000400
+2024-01-29 18:36:49,667 - INFO - [Train] step: 158299, loss_rec: 0.003271, loss_vq: 0.005910, loss_commit: 0.005910, perplexity: 285.306763, lr: 0.000400
+2024-01-29 18:36:58,001 - INFO - [Train] step: 158399, loss_rec: 0.003079, loss_vq: 0.005450, loss_commit: 0.005450, perplexity: 273.074219, lr: 0.000400
+2024-01-29 18:37:06,334 - INFO - [Train] step: 158499, loss_rec: 0.002861, loss_vq: 0.004974, loss_commit: 0.004974, perplexity: 273.624908, lr: 0.000400
+2024-01-29 18:37:14,667 - INFO - [Train] step: 158599, loss_rec: 0.002827, loss_vq: 0.004702, loss_commit: 0.004702, perplexity: 271.561584, lr: 0.000400
+2024-01-29 18:37:23,000 - INFO - [Train] step: 158699, loss_rec: 0.002919, loss_vq: 0.004964, loss_commit: 0.004964, perplexity: 274.014008, lr: 0.000400
+2024-01-29 18:37:31,677 - INFO - [Train] step: 158799, loss_rec: 0.003170, loss_vq: 0.005590, loss_commit: 0.005590, perplexity: 282.587067, lr: 0.000400
+2024-01-29 18:37:40,008 - INFO - [Train] step: 158899, loss_rec: 0.002884, loss_vq: 0.004963, loss_commit: 0.004963, perplexity: 270.733978, lr: 0.000400
+2024-01-29 18:37:48,339 - INFO - [Train] step: 158999, loss_rec: 0.002927, loss_vq: 0.005030, loss_commit: 0.005030, perplexity: 274.337708, lr: 0.000400
+2024-01-29 18:37:56,743 - INFO - [Train] step: 159099, loss_rec: 0.003059, loss_vq: 0.005220, loss_commit: 0.005220, perplexity: 273.762970, lr: 0.000400
+2024-01-29 18:38:05,074 - INFO - [Train] step: 159199, loss_rec: 0.002972, loss_vq: 0.005077, loss_commit: 0.005077, perplexity: 275.553558, lr: 0.000400
+2024-01-29 18:38:13,408 - INFO - [Train] step: 159299, loss_rec: 0.003059, loss_vq: 0.005270, loss_commit: 0.005270, perplexity: 276.921478, lr: 0.000400
+2024-01-29 18:38:22,119 - INFO - [Train] step: 159399, loss_rec: 0.003069, loss_vq: 0.005314, loss_commit: 0.005314, perplexity: 277.099945, lr: 0.000400
+2024-01-29 18:38:30,449 - INFO - [Train] step: 159499, loss_rec: 0.003002, loss_vq: 0.005224, loss_commit: 0.005224, perplexity: 276.845825, lr: 0.000400
+2024-01-29 18:38:38,780 - INFO - [Train] step: 159599, loss_rec: 0.002992, loss_vq: 0.005490, loss_commit: 0.005490, perplexity: 280.314972, lr: 0.000400
+2024-01-29 18:38:47,111 - INFO - [Train] step: 159699, loss_rec: 0.002951, loss_vq: 0.004899, loss_commit: 0.004899, perplexity: 274.480072, lr: 0.000400
+2024-01-29 18:38:55,449 - INFO - [Train] step: 159799, loss_rec: 0.003109, loss_vq: 0.006013, loss_commit: 0.006013, perplexity: 280.028809, lr: 0.000400
+2024-01-29 18:39:03,783 - INFO - [Train] step: 159899, loss_rec: 0.003147, loss_vq: 0.005882, loss_commit: 0.005882, perplexity: 278.851959, lr: 0.000400
+2024-01-29 18:39:12,116 - INFO - [Train] step: 159999, loss_rec: 0.003015, loss_vq: 0.005385, loss_commit: 0.005385, perplexity: 277.799683, lr: 0.000400
+2024-01-29 18:39:20,950 - INFO - [Train] step: 160099, loss_rec: 0.002979, loss_vq: 0.005144, loss_commit: 0.005144, perplexity: 276.404999, lr: 0.000400
+2024-01-29 18:39:29,291 - INFO - [Train] step: 160199, loss_rec: 0.003068, loss_vq: 0.005232, loss_commit: 0.005232, perplexity: 277.252045, lr: 0.000400
+2024-01-29 18:39:37,626 - INFO - [Train] step: 160299, loss_rec: 0.003194, loss_vq: 0.006059, loss_commit: 0.006059, perplexity: 281.018524, lr: 0.000400
+2024-01-29 18:39:45,960 - INFO - [Train] step: 160399, loss_rec: 0.002945, loss_vq: 0.005335, loss_commit: 0.005335, perplexity: 277.432709, lr: 0.000400
+2024-01-29 18:39:54,294 - INFO - [Train] step: 160499, loss_rec: 0.003006, loss_vq: 0.005401, loss_commit: 0.005401, perplexity: 276.542114, lr: 0.000400
+2024-01-29 18:40:02,634 - INFO - [Train] step: 160599, loss_rec: 0.003035, loss_vq: 0.005013, loss_commit: 0.005013, perplexity: 278.320740, lr: 0.000400
+2024-01-29 18:40:11,302 - INFO - [Train] step: 160699, loss_rec: 0.003056, loss_vq: 0.005159, loss_commit: 0.005159, perplexity: 277.209351, lr: 0.000400
+2024-01-29 18:40:19,638 - INFO - [Train] step: 160799, loss_rec: 0.002989, loss_vq: 0.005257, loss_commit: 0.005257, perplexity: 276.073059, lr: 0.000400
+2024-01-29 18:40:27,972 - INFO - [Train] step: 160899, loss_rec: 0.003099, loss_vq: 0.005480, loss_commit: 0.005480, perplexity: 279.420319, lr: 0.000400
+2024-01-29 18:40:36,305 - INFO - [Train] step: 160999, loss_rec: 0.003030, loss_vq: 0.005364, loss_commit: 0.005364, perplexity: 278.990540, lr: 0.000400
+2024-01-29 18:40:44,710 - INFO - [Train] step: 161099, loss_rec: 0.002928, loss_vq: 0.004795, loss_commit: 0.004795, perplexity: 274.820953, lr: 0.000400
+2024-01-29 18:40:53,043 - INFO - [Train] step: 161199, loss_rec: 0.003099, loss_vq: 0.005321, loss_commit: 0.005321, perplexity: 278.249756, lr: 0.000400
+2024-01-29 18:41:01,858 - INFO - [Train] step: 161299, loss_rec: 0.002903, loss_vq: 0.005021, loss_commit: 0.005021, perplexity: 274.212158, lr: 0.000400
+2024-01-29 18:41:10,191 - INFO - [Train] step: 161399, loss_rec: 0.002919, loss_vq: 0.005128, loss_commit: 0.005128, perplexity: 276.759125, lr: 0.000400
+2024-01-29 18:41:18,524 - INFO - [Train] step: 161499, loss_rec: 0.003059, loss_vq: 0.005223, loss_commit: 0.005223, perplexity: 275.013153, lr: 0.000400
+2024-01-29 18:41:26,858 - INFO - [Train] step: 161599, loss_rec: 0.003027, loss_vq: 0.005033, loss_commit: 0.005033, perplexity: 278.896912, lr: 0.000400
+2024-01-29 18:41:35,190 - INFO - [Train] step: 161699, loss_rec: 0.003030, loss_vq: 0.005238, loss_commit: 0.005238, perplexity: 280.398773, lr: 0.000400
+2024-01-29 18:41:43,521 - INFO - [Train] step: 161799, loss_rec: 0.003040, loss_vq: 0.005237, loss_commit: 0.005237, perplexity: 278.136200, lr: 0.000400
+2024-01-29 18:41:51,856 - INFO - [Train] step: 161899, loss_rec: 0.003196, loss_vq: 0.005219, loss_commit: 0.005219, perplexity: 276.709625, lr: 0.000400
+2024-01-29 18:42:00,554 - INFO - [Train] step: 161999, loss_rec: 0.002942, loss_vq: 0.005179, loss_commit: 0.005179, perplexity: 276.193390, lr: 0.000400
+2024-01-29 18:42:08,963 - INFO - [Train] step: 162099, loss_rec: 0.002923, loss_vq: 0.005121, loss_commit: 0.005121, perplexity: 279.026733, lr: 0.000400
+2024-01-29 18:42:17,295 - INFO - [Train] step: 162199, loss_rec: 0.003111, loss_vq: 0.005495, loss_commit: 0.005495, perplexity: 279.998749, lr: 0.000400
+2024-01-29 18:42:25,628 - INFO - [Train] step: 162299, loss_rec: 0.003021, loss_vq: 0.005250, loss_commit: 0.005250, perplexity: 279.065857, lr: 0.000400
+2024-01-29 18:42:33,962 - INFO - [Train] step: 162399, loss_rec: 0.003014, loss_vq: 0.005251, loss_commit: 0.005251, perplexity: 279.000916, lr: 0.000400
+2024-01-29 18:42:42,297 - INFO - [Train] step: 162499, loss_rec: 0.002905, loss_vq: 0.005232, loss_commit: 0.005232, perplexity: 277.553925, lr: 0.000400
+2024-01-29 18:42:50,950 - INFO - [Train] step: 162599, loss_rec: 0.003119, loss_vq: 0.005479, loss_commit: 0.005479, perplexity: 280.144592, lr: 0.000400
+2024-01-29 18:42:59,283 - INFO - [Train] step: 162699, loss_rec: 0.003164, loss_vq: 0.005967, loss_commit: 0.005967, perplexity: 280.827881, lr: 0.000400
+2024-01-29 18:43:07,615 - INFO - [Train] step: 162799, loss_rec: 0.003130, loss_vq: 0.005333, loss_commit: 0.005333, perplexity: 280.598206, lr: 0.000400
+2024-01-29 18:43:15,951 - INFO - [Train] step: 162899, loss_rec: 0.003006, loss_vq: 0.005213, loss_commit: 0.005213, perplexity: 277.976440, lr: 0.000400
+2024-01-29 18:43:24,284 - INFO - [Train] step: 162999, loss_rec: 0.003090, loss_vq: 0.005410, loss_commit: 0.005410, perplexity: 282.913208, lr: 0.000400
+2024-01-29 18:43:32,692 - INFO - [Train] step: 163099, loss_rec: 0.003182, loss_vq: 0.005239, loss_commit: 0.005239, perplexity: 276.496765, lr: 0.000400
+2024-01-29 18:43:41,348 - INFO - [Train] step: 163199, loss_rec: 0.002937, loss_vq: 0.004946, loss_commit: 0.004946, perplexity: 278.854095, lr: 0.000400
+2024-01-29 18:43:49,678 - INFO - [Train] step: 163299, loss_rec: 0.003030, loss_vq: 0.005385, loss_commit: 0.005385, perplexity: 278.838806, lr: 0.000400
+2024-01-29 18:43:58,012 - INFO - [Train] step: 163399, loss_rec: 0.003201, loss_vq: 0.005953, loss_commit: 0.005953, perplexity: 284.114380, lr: 0.000400
+2024-01-29 18:44:06,344 - INFO - [Train] step: 163499, loss_rec: 0.002957, loss_vq: 0.005155, loss_commit: 0.005155, perplexity: 280.196014, lr: 0.000400
+2024-01-29 18:44:14,678 - INFO - [Train] step: 163599, loss_rec: 0.002978, loss_vq: 0.005284, loss_commit: 0.005284, perplexity: 277.616516, lr: 0.000400
+2024-01-29 18:44:23,011 - INFO - [Train] step: 163699, loss_rec: 0.003067, loss_vq: 0.005433, loss_commit: 0.005433, perplexity: 280.650543, lr: 0.000400
+2024-01-29 18:44:31,346 - INFO - [Train] step: 163799, loss_rec: 0.002968, loss_vq: 0.004971, loss_commit: 0.004971, perplexity: 275.263336, lr: 0.000400
+2024-01-29 18:44:40,040 - INFO - [Train] step: 163899, loss_rec: 0.003051, loss_vq: 0.005324, loss_commit: 0.005324, perplexity: 279.413116, lr: 0.000400
+2024-01-29 18:44:48,373 - INFO - [Train] step: 163999, loss_rec: 0.002935, loss_vq: 0.005257, loss_commit: 0.005257, perplexity: 278.986023, lr: 0.000400
+2024-01-29 18:44:56,779 - INFO - [Train] step: 164099, loss_rec: 0.002865, loss_vq: 0.005072, loss_commit: 0.005072, perplexity: 278.996124, lr: 0.000400
+2024-01-29 18:45:05,111 - INFO - [Train] step: 164199, loss_rec: 0.002951, loss_vq: 0.005120, loss_commit: 0.005120, perplexity: 277.478638, lr: 0.000400
+2024-01-29 18:45:13,444 - INFO - [Train] step: 164299, loss_rec: 0.003107, loss_vq: 0.005647, loss_commit: 0.005647, perplexity: 280.130829, lr: 0.000400
+2024-01-29 18:45:21,777 - INFO - [Train] step: 164399, loss_rec: 0.003115, loss_vq: 0.005424, loss_commit: 0.005424, perplexity: 285.660675, lr: 0.000400
+2024-01-29 18:45:30,493 - INFO - [Train] step: 164499, loss_rec: 0.003010, loss_vq: 0.005295, loss_commit: 0.005295, perplexity: 280.800964, lr: 0.000400
+2024-01-29 18:45:38,839 - INFO - [Train] step: 164599, loss_rec: 0.002775, loss_vq: 0.004697, loss_commit: 0.004697, perplexity: 274.247192, lr: 0.000400
+2024-01-29 18:45:47,182 - INFO - [Train] step: 164699, loss_rec: 0.003092, loss_vq: 0.005547, loss_commit: 0.005547, perplexity: 282.343567, lr: 0.000400
+2024-01-29 18:45:55,526 - INFO - [Train] step: 164799, loss_rec: 0.003000, loss_vq: 0.004947, loss_commit: 0.004947, perplexity: 277.159546, lr: 0.000400
+2024-01-29 18:46:03,866 - INFO - [Train] step: 164899, loss_rec: 0.003077, loss_vq: 0.005431, loss_commit: 0.005431, perplexity: 278.512054, lr: 0.000400
+2024-01-29 18:46:12,200 - INFO - [Train] step: 164999, loss_rec: 0.003002, loss_vq: 0.005474, loss_commit: 0.005474, perplexity: 276.778778, lr: 0.000400
+2024-01-29 18:46:20,622 - INFO - [Train] step: 165099, loss_rec: 0.002916, loss_vq: 0.004998, loss_commit: 0.004998, perplexity: 279.263794, lr: 0.000400
+2024-01-29 18:46:29,278 - INFO - [Train] step: 165199, loss_rec: 0.002969, loss_vq: 0.005179, loss_commit: 0.005179, perplexity: 281.261444, lr: 0.000400
+2024-01-29 18:46:37,613 - INFO - [Train] step: 165299, loss_rec: 0.002977, loss_vq: 0.005054, loss_commit: 0.005054, perplexity: 280.903839, lr: 0.000400
+2024-01-29 18:46:45,946 - INFO - [Train] step: 165399, loss_rec: 0.003066, loss_vq: 0.005398, loss_commit: 0.005398, perplexity: 280.053619, lr: 0.000400
+2024-01-29 18:46:54,279 - INFO - [Train] step: 165499, loss_rec: 0.002883, loss_vq: 0.005244, loss_commit: 0.005244, perplexity: 280.116669, lr: 0.000400
+2024-01-29 18:47:02,612 - INFO - [Train] step: 165599, loss_rec: 0.003039, loss_vq: 0.005172, loss_commit: 0.005172, perplexity: 282.383270, lr: 0.000400
+2024-01-29 18:47:10,945 - INFO - [Train] step: 165699, loss_rec: 0.002972, loss_vq: 0.004773, loss_commit: 0.004773, perplexity: 275.177765, lr: 0.000400
+2024-01-29 18:47:19,652 - INFO - [Train] step: 165799, loss_rec: 0.003083, loss_vq: 0.005575, loss_commit: 0.005575, perplexity: 282.502045, lr: 0.000400
+2024-01-29 18:47:27,986 - INFO - [Train] step: 165899, loss_rec: 0.002883, loss_vq: 0.004902, loss_commit: 0.004902, perplexity: 278.770203, lr: 0.000400
+2024-01-29 18:47:36,317 - INFO - [Train] step: 165999, loss_rec: 0.003003, loss_vq: 0.005263, loss_commit: 0.005263, perplexity: 280.544434, lr: 0.000400
+2024-01-29 18:47:44,724 - INFO - [Train] step: 166099, loss_rec: 0.003012, loss_vq: 0.006136, loss_commit: 0.006136, perplexity: 283.378723, lr: 0.000400
+2024-01-29 18:47:53,058 - INFO - [Train] step: 166199, loss_rec: 0.003109, loss_vq: 0.005233, loss_commit: 0.005233, perplexity: 281.382141, lr: 0.000400
+2024-01-29 18:48:01,393 - INFO - [Train] step: 166299, loss_rec: 0.003050, loss_vq: 0.005364, loss_commit: 0.005364, perplexity: 278.661346, lr: 0.000400
+2024-01-29 18:48:10,074 - INFO - [Train] step: 166399, loss_rec: 0.003022, loss_vq: 0.005224, loss_commit: 0.005224, perplexity: 282.414124, lr: 0.000400
+2024-01-29 18:48:18,409 - INFO - [Train] step: 166499, loss_rec: 0.003030, loss_vq: 0.005709, loss_commit: 0.005709, perplexity: 283.984070, lr: 0.000400
+2024-01-29 18:48:26,749 - INFO - [Train] step: 166599, loss_rec: 0.002897, loss_vq: 0.004888, loss_commit: 0.004888, perplexity: 272.461609, lr: 0.000400
+2024-01-29 18:48:35,083 - INFO - [Train] step: 166699, loss_rec: 0.003101, loss_vq: 0.005709, loss_commit: 0.005709, perplexity: 285.824860, lr: 0.000400
+2024-01-29 18:48:43,420 - INFO - [Train] step: 166799, loss_rec: 0.003091, loss_vq: 0.005356, loss_commit: 0.005356, perplexity: 284.195801, lr: 0.000400
+2024-01-29 18:48:51,757 - INFO - [Train] step: 166899, loss_rec: 0.002990, loss_vq: 0.005527, loss_commit: 0.005527, perplexity: 280.048279, lr: 0.000400
+2024-01-29 18:49:00,088 - INFO - [Train] step: 166999, loss_rec: 0.002868, loss_vq: 0.005307, loss_commit: 0.005307, perplexity: 279.016479, lr: 0.000400
+2024-01-29 18:49:08,881 - INFO - [Train] step: 167099, loss_rec: 0.003170, loss_vq: 0.005265, loss_commit: 0.005265, perplexity: 283.754486, lr: 0.000400
+2024-01-29 18:49:17,218 - INFO - [Train] step: 167199, loss_rec: 0.003021, loss_vq: 0.005199, loss_commit: 0.005199, perplexity: 280.550323, lr: 0.000400
+2024-01-29 18:49:25,552 - INFO - [Train] step: 167299, loss_rec: 0.003075, loss_vq: 0.005587, loss_commit: 0.005587, perplexity: 283.520782, lr: 0.000400
+2024-01-29 18:49:33,888 - INFO - [Train] step: 167399, loss_rec: 0.002987, loss_vq: 0.005315, loss_commit: 0.005315, perplexity: 280.882538, lr: 0.000400
+2024-01-29 18:49:42,223 - INFO - [Train] step: 167499, loss_rec: 0.003010, loss_vq: 0.005233, loss_commit: 0.005233, perplexity: 278.668396, lr: 0.000400
+2024-01-29 18:49:50,557 - INFO - [Train] step: 167599, loss_rec: 0.002903, loss_vq: 0.004971, loss_commit: 0.004971, perplexity: 276.106628, lr: 0.000400
+2024-01-29 18:49:59,249 - INFO - [Train] step: 167699, loss_rec: 0.002973, loss_vq: 0.005377, loss_commit: 0.005377, perplexity: 280.070587, lr: 0.000400
+2024-01-29 18:50:07,582 - INFO - [Train] step: 167799, loss_rec: 0.002874, loss_vq: 0.004989, loss_commit: 0.004989, perplexity: 278.399200, lr: 0.000400
+2024-01-29 18:50:15,913 - INFO - [Train] step: 167899, loss_rec: 0.003280, loss_vq: 0.006144, loss_commit: 0.006144, perplexity: 287.904175, lr: 0.000400
+2024-01-29 18:50:24,243 - INFO - [Train] step: 167999, loss_rec: 0.002900, loss_vq: 0.005236, loss_commit: 0.005236, perplexity: 279.205902, lr: 0.000400
+2024-01-29 18:50:32,647 - INFO - [Train] step: 168099, loss_rec: 0.003021, loss_vq: 0.005247, loss_commit: 0.005247, perplexity: 283.009399, lr: 0.000400
+2024-01-29 18:50:40,981 - INFO - [Train] step: 168199, loss_rec: 0.003030, loss_vq: 0.005347, loss_commit: 0.005347, perplexity: 282.904297, lr: 0.000400
+2024-01-29 18:50:49,706 - INFO - [Train] step: 168299, loss_rec: 0.003032, loss_vq: 0.005472, loss_commit: 0.005472, perplexity: 281.929047, lr: 0.000400
+2024-01-29 18:50:58,041 - INFO - [Train] step: 168399, loss_rec: 0.003057, loss_vq: 0.005544, loss_commit: 0.005544, perplexity: 285.531708, lr: 0.000400
+2024-01-29 18:51:06,374 - INFO - [Train] step: 168499, loss_rec: 0.003075, loss_vq: 0.004883, loss_commit: 0.004883, perplexity: 280.380859, lr: 0.000400
+2024-01-29 18:51:14,711 - INFO - [Train] step: 168599, loss_rec: 0.003092, loss_vq: 0.005536, loss_commit: 0.005536, perplexity: 287.743042, lr: 0.000400
+2024-01-29 18:51:23,049 - INFO - [Train] step: 168699, loss_rec: 0.003028, loss_vq: 0.005291, loss_commit: 0.005291, perplexity: 283.881439, lr: 0.000400
+2024-01-29 18:51:31,385 - INFO - [Train] step: 168799, loss_rec: 0.002988, loss_vq: 0.004905, loss_commit: 0.004905, perplexity: 279.803101, lr: 0.000400
+2024-01-29 18:51:39,715 - INFO - [Train] step: 168899, loss_rec: 0.002973, loss_vq: 0.005439, loss_commit: 0.005439, perplexity: 282.596649, lr: 0.000400
+2024-01-29 18:51:48,385 - INFO - [Train] step: 168999, loss_rec: 0.002950, loss_vq: 0.005066, loss_commit: 0.005066, perplexity: 281.076538, lr: 0.000400
+2024-01-29 18:51:56,792 - INFO - [Train] step: 169099, loss_rec: 0.003168, loss_vq: 0.005958, loss_commit: 0.005958, perplexity: 283.945618, lr: 0.000400
+2024-01-29 18:52:05,125 - INFO - [Train] step: 169199, loss_rec: 0.003024, loss_vq: 0.005562, loss_commit: 0.005562, perplexity: 281.840485, lr: 0.000400
+2024-01-29 18:52:13,456 - INFO - [Train] step: 169299, loss_rec: 0.003080, loss_vq: 0.005446, loss_commit: 0.005446, perplexity: 283.819733, lr: 0.000400
+2024-01-29 18:52:21,787 - INFO - [Train] step: 169399, loss_rec: 0.003046, loss_vq: 0.005116, loss_commit: 0.005116, perplexity: 280.877319, lr: 0.000400
+2024-01-29 18:52:30,120 - INFO - [Train] step: 169499, loss_rec: 0.002986, loss_vq: 0.005288, loss_commit: 0.005288, perplexity: 281.257141, lr: 0.000400
+2024-01-29 18:52:38,827 - INFO - [Train] step: 169599, loss_rec: 0.002996, loss_vq: 0.005348, loss_commit: 0.005348, perplexity: 283.580414, lr: 0.000400
+2024-01-29 18:52:47,161 - INFO - [Train] step: 169699, loss_rec: 0.002986, loss_vq: 0.005701, loss_commit: 0.005701, perplexity: 284.236176, lr: 0.000400
+2024-01-29 18:52:55,492 - INFO - [Train] step: 169799, loss_rec: 0.002929, loss_vq: 0.004915, loss_commit: 0.004915, perplexity: 279.818970, lr: 0.000400
+2024-01-29 18:53:03,824 - INFO - [Train] step: 169899, loss_rec: 0.003028, loss_vq: 0.005339, loss_commit: 0.005339, perplexity: 282.316223, lr: 0.000400
+2024-01-29 18:53:12,161 - INFO - [Train] step: 169999, loss_rec: 0.002960, loss_vq: 0.005631, loss_commit: 0.005631, perplexity: 281.207794, lr: 0.000400
+2024-01-29 18:53:20,606 - INFO - [Train] step: 170099, loss_rec: 0.003036, loss_vq: 0.005118, loss_commit: 0.005118, perplexity: 285.327972, lr: 0.000400
+2024-01-29 18:53:29,314 - INFO - [Train] step: 170199, loss_rec: 0.002981, loss_vq: 0.005141, loss_commit: 0.005141, perplexity: 282.738831, lr: 0.000400
+2024-01-29 18:53:37,650 - INFO - [Train] step: 170299, loss_rec: 0.002942, loss_vq: 0.005118, loss_commit: 0.005118, perplexity: 281.701813, lr: 0.000400
+2024-01-29 18:53:45,982 - INFO - [Train] step: 170399, loss_rec: 0.003069, loss_vq: 0.005016, loss_commit: 0.005016, perplexity: 280.453217, lr: 0.000400
+2024-01-29 18:53:54,318 - INFO - [Train] step: 170499, loss_rec: 0.002912, loss_vq: 0.004927, loss_commit: 0.004927, perplexity: 278.452301, lr: 0.000400
+2024-01-29 18:54:02,651 - INFO - [Train] step: 170599, loss_rec: 0.003046, loss_vq: 0.005371, loss_commit: 0.005371, perplexity: 284.962372, lr: 0.000400
+2024-01-29 18:54:10,985 - INFO - [Train] step: 170699, loss_rec: 0.002964, loss_vq: 0.005142, loss_commit: 0.005142, perplexity: 281.128265, lr: 0.000400
+2024-01-29 18:54:19,319 - INFO - [Train] step: 170799, loss_rec: 0.003005, loss_vq: 0.005500, loss_commit: 0.005500, perplexity: 283.140045, lr: 0.000400
+2024-01-29 18:54:28,022 - INFO - [Train] step: 170899, loss_rec: 0.002938, loss_vq: 0.005198, loss_commit: 0.005198, perplexity: 284.085907, lr: 0.000400
+2024-01-29 18:54:36,356 - INFO - [Train] step: 170999, loss_rec: 0.003016, loss_vq: 0.005382, loss_commit: 0.005382, perplexity: 285.545624, lr: 0.000400
+2024-01-29 18:54:44,764 - INFO - [Train] step: 171099, loss_rec: 0.003021, loss_vq: 0.005111, loss_commit: 0.005111, perplexity: 283.447784, lr: 0.000400
+2024-01-29 18:54:53,099 - INFO - [Train] step: 171199, loss_rec: 0.003155, loss_vq: 0.005468, loss_commit: 0.005468, perplexity: 286.081757, lr: 0.000400
+2024-01-29 18:55:01,432 - INFO - [Train] step: 171299, loss_rec: 0.003082, loss_vq: 0.005279, loss_commit: 0.005279, perplexity: 284.844574, lr: 0.000400
+2024-01-29 18:55:09,766 - INFO - [Train] step: 171399, loss_rec: 0.002855, loss_vq: 0.005152, loss_commit: 0.005152, perplexity: 281.330109, lr: 0.000400
+2024-01-29 18:55:18,472 - INFO - [Train] step: 171499, loss_rec: 0.003007, loss_vq: 0.005363, loss_commit: 0.005363, perplexity: 281.959839, lr: 0.000400
+2024-01-29 18:55:26,804 - INFO - [Train] step: 171599, loss_rec: 0.003118, loss_vq: 0.005662, loss_commit: 0.005662, perplexity: 285.167603, lr: 0.000400
+2024-01-29 18:55:35,136 - INFO - [Train] step: 171699, loss_rec: 0.003087, loss_vq: 0.005667, loss_commit: 0.005667, perplexity: 289.470551, lr: 0.000400
+2024-01-29 18:55:43,467 - INFO - [Train] step: 171799, loss_rec: 0.003211, loss_vq: 0.005631, loss_commit: 0.005631, perplexity: 285.101257, lr: 0.000400
+2024-01-29 18:55:51,798 - INFO - [Train] step: 171899, loss_rec: 0.003126, loss_vq: 0.005425, loss_commit: 0.005425, perplexity: 287.967194, lr: 0.000400
+2024-01-29 18:56:00,128 - INFO - [Train] step: 171999, loss_rec: 0.002897, loss_vq: 0.004850, loss_commit: 0.004850, perplexity: 277.786560, lr: 0.000400
+2024-01-29 18:56:08,894 - INFO - [Train] step: 172099, loss_rec: 0.002854, loss_vq: 0.005346, loss_commit: 0.005346, perplexity: 280.567169, lr: 0.000400
+2024-01-29 18:56:17,227 - INFO - [Train] step: 172199, loss_rec: 0.002883, loss_vq: 0.004981, loss_commit: 0.004981, perplexity: 280.586700, lr: 0.000400
+2024-01-29 18:56:25,561 - INFO - [Train] step: 172299, loss_rec: 0.002945, loss_vq: 0.005046, loss_commit: 0.005046, perplexity: 287.376129, lr: 0.000400
+2024-01-29 18:56:33,896 - INFO - [Train] step: 172399, loss_rec: 0.003069, loss_vq: 0.005313, loss_commit: 0.005313, perplexity: 283.440216, lr: 0.000400
+2024-01-29 18:56:42,228 - INFO - [Train] step: 172499, loss_rec: 0.003123, loss_vq: 0.005641, loss_commit: 0.005641, perplexity: 285.394379, lr: 0.000400
+2024-01-29 18:56:50,562 - INFO - [Train] step: 172599, loss_rec: 0.003060, loss_vq: 0.005185, loss_commit: 0.005185, perplexity: 284.536011, lr: 0.000400
+2024-01-29 18:56:58,895 - INFO - [Train] step: 172699, loss_rec: 0.002888, loss_vq: 0.004820, loss_commit: 0.004820, perplexity: 278.303345, lr: 0.000400
+2024-01-29 18:57:07,606 - INFO - [Train] step: 172799, loss_rec: 0.003024, loss_vq: 0.005418, loss_commit: 0.005418, perplexity: 285.568085, lr: 0.000400
+2024-01-29 18:57:15,939 - INFO - [Train] step: 172899, loss_rec: 0.003076, loss_vq: 0.005536, loss_commit: 0.005536, perplexity: 286.459045, lr: 0.000400
+2024-01-29 18:57:24,272 - INFO - [Train] step: 172999, loss_rec: 0.003015, loss_vq: 0.005317, loss_commit: 0.005317, perplexity: 284.033630, lr: 0.000400
+2024-01-29 18:57:32,678 - INFO - [Train] step: 173099, loss_rec: 0.002887, loss_vq: 0.005080, loss_commit: 0.005080, perplexity: 280.280334, lr: 0.000400
+2024-01-29 18:57:41,011 - INFO - [Train] step: 173199, loss_rec: 0.002993, loss_vq: 0.005367, loss_commit: 0.005367, perplexity: 281.708252, lr: 0.000400
+2024-01-29 18:57:49,345 - INFO - [Train] step: 173299, loss_rec: 0.003068, loss_vq: 0.005287, loss_commit: 0.005287, perplexity: 283.864532, lr: 0.000400
+2024-01-29 18:57:58,046 - INFO - [Train] step: 173399, loss_rec: 0.003093, loss_vq: 0.005230, loss_commit: 0.005230, perplexity: 284.185638, lr: 0.000400
+2024-01-29 18:58:06,383 - INFO - [Train] step: 173499, loss_rec: 0.003092, loss_vq: 0.005143, loss_commit: 0.005143, perplexity: 285.307983, lr: 0.000400
+2024-01-29 18:58:14,716 - INFO - [Train] step: 173599, loss_rec: 0.003014, loss_vq: 0.005927, loss_commit: 0.005927, perplexity: 282.550293, lr: 0.000400
+2024-01-29 18:58:23,047 - INFO - [Train] step: 173699, loss_rec: 0.003181, loss_vq: 0.005098, loss_commit: 0.005098, perplexity: 283.792389, lr: 0.000400
+2024-01-29 18:58:31,380 - INFO - [Train] step: 173799, loss_rec: 0.003089, loss_vq: 0.005330, loss_commit: 0.005330, perplexity: 284.586487, lr: 0.000400
+2024-01-29 18:58:39,713 - INFO - [Train] step: 173899, loss_rec: 0.002995, loss_vq: 0.005121, loss_commit: 0.005121, perplexity: 283.352112, lr: 0.000400
+2024-01-29 18:58:48,401 - INFO - [Train] step: 173999, loss_rec: 0.003228, loss_vq: 0.005660, loss_commit: 0.005660, perplexity: 288.851624, lr: 0.000400
+2024-01-29 18:58:56,812 - INFO - [Train] step: 174099, loss_rec: 0.003114, loss_vq: 0.005485, loss_commit: 0.005485, perplexity: 290.580933, lr: 0.000400
+2024-01-29 18:59:05,146 - INFO - [Train] step: 174199, loss_rec: 0.003116, loss_vq: 0.005694, loss_commit: 0.005694, perplexity: 290.514008, lr: 0.000400
+2024-01-29 18:59:13,480 - INFO - [Train] step: 174299, loss_rec: 0.003027, loss_vq: 0.004923, loss_commit: 0.004923, perplexity: 285.806183, lr: 0.000400
+2024-01-29 18:59:21,821 - INFO - [Train] step: 174399, loss_rec: 0.003020, loss_vq: 0.005183, loss_commit: 0.005183, perplexity: 283.276337, lr: 0.000400
+2024-01-29 18:59:30,159 - INFO - [Train] step: 174499, loss_rec: 0.002977, loss_vq: 0.005378, loss_commit: 0.005378, perplexity: 283.339691, lr: 0.000400
+2024-01-29 18:59:38,499 - INFO - [Train] step: 174599, loss_rec: 0.002882, loss_vq: 0.004830, loss_commit: 0.004830, perplexity: 279.944946, lr: 0.000400
+2024-01-29 18:59:47,191 - INFO - [Train] step: 174699, loss_rec: 0.002925, loss_vq: 0.005066, loss_commit: 0.005066, perplexity: 282.467712, lr: 0.000400
+2024-01-29 18:59:55,528 - INFO - [Train] step: 174799, loss_rec: 0.002941, loss_vq: 0.005148, loss_commit: 0.005148, perplexity: 285.491150, lr: 0.000400
+2024-01-29 19:00:03,864 - INFO - [Train] step: 174899, loss_rec: 0.003031, loss_vq: 0.005795, loss_commit: 0.005795, perplexity: 286.251770, lr: 0.000400
+2024-01-29 19:00:12,198 - INFO - [Train] step: 174999, loss_rec: 0.002887, loss_vq: 0.005246, loss_commit: 0.005246, perplexity: 283.079041, lr: 0.000400
+2024-01-29 19:00:20,604 - INFO - [Train] step: 175099, loss_rec: 0.003014, loss_vq: 0.005186, loss_commit: 0.005186, perplexity: 282.681396, lr: 0.000400
+2024-01-29 19:00:28,937 - INFO - [Train] step: 175199, loss_rec: 0.002984, loss_vq: 0.005122, loss_commit: 0.005122, perplexity: 281.028961, lr: 0.000400
+2024-01-29 19:00:37,611 - INFO - [Train] step: 175299, loss_rec: 0.002929, loss_vq: 0.005477, loss_commit: 0.005477, perplexity: 282.504730, lr: 0.000400
+2024-01-29 19:00:45,946 - INFO - [Train] step: 175399, loss_rec: 0.002986, loss_vq: 0.004912, loss_commit: 0.004912, perplexity: 284.268585, lr: 0.000400
+2024-01-29 19:00:54,280 - INFO - [Train] step: 175499, loss_rec: 0.003057, loss_vq: 0.005479, loss_commit: 0.005479, perplexity: 281.706238, lr: 0.000400
+2024-01-29 19:01:02,611 - INFO - [Train] step: 175599, loss_rec: 0.002959, loss_vq: 0.005105, loss_commit: 0.005105, perplexity: 288.857819, lr: 0.000400
+2024-01-29 19:01:10,944 - INFO - [Train] step: 175699, loss_rec: 0.003007, loss_vq: 0.005173, loss_commit: 0.005173, perplexity: 284.337463, lr: 0.000400
+2024-01-29 19:01:19,279 - INFO - [Train] step: 175799, loss_rec: 0.002974, loss_vq: 0.005124, loss_commit: 0.005124, perplexity: 286.048737, lr: 0.000400
+2024-01-29 19:01:27,987 - INFO - [Train] step: 175899, loss_rec: 0.003099, loss_vq: 0.005890, loss_commit: 0.005890, perplexity: 286.538025, lr: 0.000400
+2024-01-29 19:01:36,319 - INFO - [Train] step: 175999, loss_rec: 0.003044, loss_vq: 0.005415, loss_commit: 0.005415, perplexity: 288.678680, lr: 0.000400
+2024-01-29 19:01:44,726 - INFO - [Train] step: 176099, loss_rec: 0.003050, loss_vq: 0.005373, loss_commit: 0.005373, perplexity: 287.282532, lr: 0.000400
+2024-01-29 19:01:53,061 - INFO - [Train] step: 176199, loss_rec: 0.003022, loss_vq: 0.005276, loss_commit: 0.005276, perplexity: 288.400360, lr: 0.000400
+2024-01-29 19:02:01,394 - INFO - [Train] step: 176299, loss_rec: 0.003009, loss_vq: 0.005349, loss_commit: 0.005349, perplexity: 287.975159, lr: 0.000400
+2024-01-29 19:02:09,728 - INFO - [Train] step: 176399, loss_rec: 0.002946, loss_vq: 0.005476, loss_commit: 0.005476, perplexity: 287.496338, lr: 0.000400
+2024-01-29 19:02:18,066 - INFO - [Train] step: 176499, loss_rec: 0.003003, loss_vq: 0.005150, loss_commit: 0.005150, perplexity: 288.386719, lr: 0.000400
+2024-01-29 19:02:26,774 - INFO - [Train] step: 176599, loss_rec: 0.003106, loss_vq: 0.005395, loss_commit: 0.005395, perplexity: 286.470673, lr: 0.000400
+2024-01-29 19:02:35,110 - INFO - [Train] step: 176699, loss_rec: 0.003036, loss_vq: 0.005370, loss_commit: 0.005370, perplexity: 287.237610, lr: 0.000400
+2024-01-29 19:02:43,446 - INFO - [Train] step: 176799, loss_rec: 0.003072, loss_vq: 0.005383, loss_commit: 0.005383, perplexity: 284.522980, lr: 0.000400
+2024-01-29 19:02:51,782 - INFO - [Train] step: 176899, loss_rec: 0.003104, loss_vq: 0.005334, loss_commit: 0.005334, perplexity: 286.907715, lr: 0.000400
+2024-01-29 19:03:00,118 - INFO - [Train] step: 176999, loss_rec: 0.003053, loss_vq: 0.005333, loss_commit: 0.005333, perplexity: 291.410309, lr: 0.000400
+2024-01-29 19:03:08,526 - INFO - [Train] step: 177099, loss_rec: 0.003070, loss_vq: 0.005515, loss_commit: 0.005515, perplexity: 287.068909, lr: 0.000400
+2024-01-29 19:03:17,179 - INFO - [Train] step: 177199, loss_rec: 0.003104, loss_vq: 0.005391, loss_commit: 0.005391, perplexity: 286.923859, lr: 0.000400
+2024-01-29 19:03:25,512 - INFO - [Train] step: 177299, loss_rec: 0.002903, loss_vq: 0.005020, loss_commit: 0.005020, perplexity: 282.702972, lr: 0.000400
+2024-01-29 19:03:33,844 - INFO - [Train] step: 177399, loss_rec: 0.003211, loss_vq: 0.006103, loss_commit: 0.006103, perplexity: 294.398041, lr: 0.000400
+2024-01-29 19:03:42,181 - INFO - [Train] step: 177499, loss_rec: 0.003091, loss_vq: 0.005743, loss_commit: 0.005743, perplexity: 289.784607, lr: 0.000400
+2024-01-29 19:03:50,515 - INFO - [Train] step: 177599, loss_rec: 0.002978, loss_vq: 0.005148, loss_commit: 0.005148, perplexity: 285.774567, lr: 0.000400
+2024-01-29 19:03:58,848 - INFO - [Train] step: 177699, loss_rec: 0.002845, loss_vq: 0.004672, loss_commit: 0.004672, perplexity: 279.942841, lr: 0.000400
+2024-01-29 19:04:07,199 - INFO - [Train] step: 177799, loss_rec: 0.003087, loss_vq: 0.005286, loss_commit: 0.005286, perplexity: 285.308502, lr: 0.000400
+2024-01-29 19:04:15,859 - INFO - [Train] step: 177899, loss_rec: 0.002931, loss_vq: 0.005403, loss_commit: 0.005403, perplexity: 288.742401, lr: 0.000400
+2024-01-29 19:04:24,193 - INFO - [Train] step: 177999, loss_rec: 0.002841, loss_vq: 0.004869, loss_commit: 0.004869, perplexity: 281.645416, lr: 0.000400
+2024-01-29 19:04:32,597 - INFO - [Train] step: 178099, loss_rec: 0.002938, loss_vq: 0.004957, loss_commit: 0.004957, perplexity: 285.914703, lr: 0.000400
+2024-01-29 19:04:40,929 - INFO - [Train] step: 178199, loss_rec: 0.002862, loss_vq: 0.005024, loss_commit: 0.005024, perplexity: 284.075348, lr: 0.000400
+2024-01-29 19:04:49,260 - INFO - [Train] step: 178299, loss_rec: 0.002911, loss_vq: 0.004985, loss_commit: 0.004985, perplexity: 284.321167, lr: 0.000400
+2024-01-29 19:04:57,594 - INFO - [Train] step: 178399, loss_rec: 0.002973, loss_vq: 0.005407, loss_commit: 0.005407, perplexity: 285.406738, lr: 0.000400
+2024-01-29 19:05:06,284 - INFO - [Train] step: 178499, loss_rec: 0.002757, loss_vq: 0.004866, loss_commit: 0.004866, perplexity: 282.602417, lr: 0.000400
+2024-01-29 19:05:14,618 - INFO - [Train] step: 178599, loss_rec: 0.003211, loss_vq: 0.005382, loss_commit: 0.005382, perplexity: 289.006195, lr: 0.000400
+2024-01-29 19:05:22,949 - INFO - [Train] step: 178699, loss_rec: 0.002820, loss_vq: 0.005135, loss_commit: 0.005135, perplexity: 282.152161, lr: 0.000400
+2024-01-29 19:05:31,279 - INFO - [Train] step: 178799, loss_rec: 0.003010, loss_vq: 0.005116, loss_commit: 0.005116, perplexity: 286.373291, lr: 0.000400
+2024-01-29 19:05:39,610 - INFO - [Train] step: 178899, loss_rec: 0.003097, loss_vq: 0.005349, loss_commit: 0.005349, perplexity: 288.834808, lr: 0.000400
+2024-01-29 19:05:47,944 - INFO - [Train] step: 178999, loss_rec: 0.002918, loss_vq: 0.005162, loss_commit: 0.005162, perplexity: 286.768738, lr: 0.000400
+2024-01-29 19:05:56,673 - INFO - [Train] step: 179099, loss_rec: 0.002992, loss_vq: 0.005225, loss_commit: 0.005225, perplexity: 288.451477, lr: 0.000400
+2024-01-29 19:06:05,005 - INFO - [Train] step: 179199, loss_rec: 0.002929, loss_vq: 0.005124, loss_commit: 0.005124, perplexity: 285.583313, lr: 0.000400
+2024-01-29 19:06:13,339 - INFO - [Train] step: 179299, loss_rec: 0.003018, loss_vq: 0.005128, loss_commit: 0.005128, perplexity: 285.107239, lr: 0.000400
+2024-01-29 19:06:21,672 - INFO - [Train] step: 179399, loss_rec: 0.003038, loss_vq: 0.005135, loss_commit: 0.005135, perplexity: 287.233917, lr: 0.000400
+2024-01-29 19:06:30,005 - INFO - [Train] step: 179499, loss_rec: 0.003034, loss_vq: 0.005579, loss_commit: 0.005579, perplexity: 282.839417, lr: 0.000400
+2024-01-29 19:06:38,337 - INFO - [Train] step: 179599, loss_rec: 0.003018, loss_vq: 0.005223, loss_commit: 0.005223, perplexity: 287.764313, lr: 0.000400
+2024-01-29 19:06:46,671 - INFO - [Train] step: 179699, loss_rec: 0.002955, loss_vq: 0.004814, loss_commit: 0.004814, perplexity: 284.947968, lr: 0.000400
+2024-01-29 19:06:55,342 - INFO - [Train] step: 179799, loss_rec: 0.002935, loss_vq: 0.005013, loss_commit: 0.005013, perplexity: 283.753143, lr: 0.000400
+2024-01-29 19:07:03,680 - INFO - [Train] step: 179899, loss_rec: 0.003005, loss_vq: 0.005300, loss_commit: 0.005300, perplexity: 283.832031, lr: 0.000400
+2024-01-29 19:07:12,013 - INFO - [Train] step: 179999, loss_rec: 0.003104, loss_vq: 0.005526, loss_commit: 0.005526, perplexity: 289.716370, lr: 0.000400
+2024-01-29 19:07:20,456 - INFO - [Train] step: 180099, loss_rec: 0.002978, loss_vq: 0.005111, loss_commit: 0.005111, perplexity: 286.075470, lr: 0.000400
+2024-01-29 19:07:28,789 - INFO - [Train] step: 180199, loss_rec: 0.003104, loss_vq: 0.005527, loss_commit: 0.005527, perplexity: 291.646210, lr: 0.000400
+2024-01-29 19:07:37,125 - INFO - [Train] step: 180299, loss_rec: 0.003116, loss_vq: 0.005513, loss_commit: 0.005513, perplexity: 289.643707, lr: 0.000400
+2024-01-29 19:07:45,772 - INFO - [Train] step: 180399, loss_rec: 0.002977, loss_vq: 0.005088, loss_commit: 0.005088, perplexity: 286.207275, lr: 0.000400
+2024-01-29 19:07:54,106 - INFO - [Train] step: 180499, loss_rec: 0.003112, loss_vq: 0.005545, loss_commit: 0.005545, perplexity: 290.176910, lr: 0.000400
+2024-01-29 19:08:02,440 - INFO - [Train] step: 180599, loss_rec: 0.003061, loss_vq: 0.005336, loss_commit: 0.005336, perplexity: 287.054138, lr: 0.000400
+2024-01-29 19:08:10,773 - INFO - [Train] step: 180699, loss_rec: 0.002994, loss_vq: 0.005308, loss_commit: 0.005308, perplexity: 289.384735, lr: 0.000400
+2024-01-29 19:08:19,108 - INFO - [Train] step: 180799, loss_rec: 0.003239, loss_vq: 0.005534, loss_commit: 0.005534, perplexity: 294.239319, lr: 0.000400
+2024-01-29 19:08:27,441 - INFO - [Train] step: 180899, loss_rec: 0.003048, loss_vq: 0.005062, loss_commit: 0.005062, perplexity: 288.853943, lr: 0.000400
+2024-01-29 19:08:36,156 - INFO - [Train] step: 180999, loss_rec: 0.002907, loss_vq: 0.005232, loss_commit: 0.005232, perplexity: 285.679199, lr: 0.000400
+2024-01-29 19:08:44,559 - INFO - [Train] step: 181099, loss_rec: 0.003085, loss_vq: 0.005559, loss_commit: 0.005559, perplexity: 291.871155, lr: 0.000400
+2024-01-29 19:08:52,890 - INFO - [Train] step: 181199, loss_rec: 0.003133, loss_vq: 0.005104, loss_commit: 0.005104, perplexity: 288.593048, lr: 0.000400
+2024-01-29 19:09:01,220 - INFO - [Train] step: 181299, loss_rec: 0.003140, loss_vq: 0.005257, loss_commit: 0.005257, perplexity: 290.647858, lr: 0.000400
+2024-01-29 19:09:09,551 - INFO - [Train] step: 181399, loss_rec: 0.003025, loss_vq: 0.004986, loss_commit: 0.004986, perplexity: 289.553650, lr: 0.000400
+2024-01-29 19:09:17,885 - INFO - [Train] step: 181499, loss_rec: 0.003162, loss_vq: 0.005997, loss_commit: 0.005997, perplexity: 296.004852, lr: 0.000400
+2024-01-29 19:09:26,215 - INFO - [Train] step: 181599, loss_rec: 0.002940, loss_vq: 0.004957, loss_commit: 0.004957, perplexity: 290.771240, lr: 0.000400
+2024-01-29 19:09:34,872 - INFO - [Train] step: 181699, loss_rec: 0.003158, loss_vq: 0.005347, loss_commit: 0.005347, perplexity: 290.182556, lr: 0.000400
+2024-01-29 19:09:43,207 - INFO - [Train] step: 181799, loss_rec: 0.003048, loss_vq: 0.005236, loss_commit: 0.005236, perplexity: 292.451385, lr: 0.000400
+2024-01-29 19:09:51,541 - INFO - [Train] step: 181899, loss_rec: 0.003084, loss_vq: 0.005504, loss_commit: 0.005504, perplexity: 290.388123, lr: 0.000400
+2024-01-29 19:09:59,875 - INFO - [Train] step: 181999, loss_rec: 0.002953, loss_vq: 0.005250, loss_commit: 0.005250, perplexity: 289.235168, lr: 0.000400
+2024-01-29 19:10:08,279 - INFO - [Train] step: 182099, loss_rec: 0.002994, loss_vq: 0.005313, loss_commit: 0.005313, perplexity: 290.890076, lr: 0.000400
+2024-01-29 19:10:16,616 - INFO - [Train] step: 182199, loss_rec: 0.002959, loss_vq: 0.005188, loss_commit: 0.005188, perplexity: 287.687225, lr: 0.000400
+2024-01-29 19:10:25,345 - INFO - [Train] step: 182299, loss_rec: 0.003331, loss_vq: 0.005767, loss_commit: 0.005767, perplexity: 298.351044, lr: 0.000400
+2024-01-29 19:10:33,676 - INFO - [Train] step: 182399, loss_rec: 0.002932, loss_vq: 0.005127, loss_commit: 0.005127, perplexity: 288.642883, lr: 0.000400
+2024-01-29 19:10:42,007 - INFO - [Train] step: 182499, loss_rec: 0.002923, loss_vq: 0.005091, loss_commit: 0.005091, perplexity: 287.756348, lr: 0.000400
+2024-01-29 19:10:50,338 - INFO - [Train] step: 182599, loss_rec: 0.003016, loss_vq: 0.005501, loss_commit: 0.005501, perplexity: 288.063751, lr: 0.000400
+2024-01-29 19:10:58,668 - INFO - [Train] step: 182699, loss_rec: 0.003134, loss_vq: 0.005667, loss_commit: 0.005667, perplexity: 290.351410, lr: 0.000400
+2024-01-29 19:11:07,000 - INFO - [Train] step: 182799, loss_rec: 0.003015, loss_vq: 0.005421, loss_commit: 0.005421, perplexity: 290.552795, lr: 0.000400
+2024-01-29 19:11:15,686 - INFO - [Train] step: 182899, loss_rec: 0.003025, loss_vq: 0.005098, loss_commit: 0.005098, perplexity: 287.880157, lr: 0.000400
+2024-01-29 19:11:24,018 - INFO - [Train] step: 182999, loss_rec: 0.003054, loss_vq: 0.005058, loss_commit: 0.005058, perplexity: 289.817078, lr: 0.000400
+2024-01-29 19:11:32,424 - INFO - [Train] step: 183099, loss_rec: 0.002962, loss_vq: 0.005238, loss_commit: 0.005238, perplexity: 290.023743, lr: 0.000400
+2024-01-29 19:11:40,757 - INFO - [Train] step: 183199, loss_rec: 0.003002, loss_vq: 0.005499, loss_commit: 0.005499, perplexity: 289.716064, lr: 0.000400
+2024-01-29 19:11:49,089 - INFO - [Train] step: 183299, loss_rec: 0.003129, loss_vq: 0.005699, loss_commit: 0.005699, perplexity: 293.974548, lr: 0.000400
+2024-01-29 19:11:57,420 - INFO - [Train] step: 183399, loss_rec: 0.003012, loss_vq: 0.005190, loss_commit: 0.005190, perplexity: 290.556000, lr: 0.000400
+2024-01-29 19:12:05,751 - INFO - [Train] step: 183499, loss_rec: 0.003059, loss_vq: 0.005260, loss_commit: 0.005260, perplexity: 292.172180, lr: 0.000400
+2024-01-29 19:12:14,407 - INFO - [Train] step: 183599, loss_rec: 0.003053, loss_vq: 0.005532, loss_commit: 0.005532, perplexity: 291.878693, lr: 0.000400
+2024-01-29 19:12:22,740 - INFO - [Train] step: 183699, loss_rec: 0.003217, loss_vq: 0.005921, loss_commit: 0.005921, perplexity: 292.724854, lr: 0.000400
+2024-01-29 19:12:31,075 - INFO - [Train] step: 183799, loss_rec: 0.003054, loss_vq: 0.005491, loss_commit: 0.005491, perplexity: 294.574707, lr: 0.000400
+2024-01-29 19:12:39,406 - INFO - [Train] step: 183899, loss_rec: 0.002888, loss_vq: 0.004856, loss_commit: 0.004856, perplexity: 289.805328, lr: 0.000400
+2024-01-29 19:12:47,740 - INFO - [Train] step: 183999, loss_rec: 0.002870, loss_vq: 0.005153, loss_commit: 0.005153, perplexity: 288.506805, lr: 0.000400
+2024-01-29 19:12:56,144 - INFO - [Train] step: 184099, loss_rec: 0.002945, loss_vq: 0.005034, loss_commit: 0.005034, perplexity: 290.215790, lr: 0.000400
+2024-01-29 19:13:04,801 - INFO - [Train] step: 184199, loss_rec: 0.003037, loss_vq: 0.005251, loss_commit: 0.005251, perplexity: 293.957733, lr: 0.000400
+2024-01-29 19:13:13,134 - INFO - [Train] step: 184299, loss_rec: 0.002981, loss_vq: 0.005154, loss_commit: 0.005154, perplexity: 290.407379, lr: 0.000400
+2024-01-29 19:13:21,465 - INFO - [Train] step: 184399, loss_rec: 0.003102, loss_vq: 0.005342, loss_commit: 0.005342, perplexity: 291.325256, lr: 0.000400
+2024-01-29 19:13:29,796 - INFO - [Train] step: 184499, loss_rec: 0.002906, loss_vq: 0.004926, loss_commit: 0.004926, perplexity: 289.301788, lr: 0.000400
+2024-01-29 19:13:38,130 - INFO - [Train] step: 184599, loss_rec: 0.003096, loss_vq: 0.005570, loss_commit: 0.005570, perplexity: 290.866943, lr: 0.000400
+2024-01-29 19:13:46,464 - INFO - [Train] step: 184699, loss_rec: 0.002985, loss_vq: 0.005902, loss_commit: 0.005902, perplexity: 292.067871, lr: 0.000400
+2024-01-29 19:13:55,289 - INFO - [Train] step: 184799, loss_rec: 0.003165, loss_vq: 0.005495, loss_commit: 0.005495, perplexity: 295.514496, lr: 0.000400
+2024-01-29 19:14:03,624 - INFO - [Train] step: 184899, loss_rec: 0.003208, loss_vq: 0.005575, loss_commit: 0.005575, perplexity: 292.342224, lr: 0.000400
+2024-01-29 19:14:11,958 - INFO - [Train] step: 184999, loss_rec: 0.002925, loss_vq: 0.005068, loss_commit: 0.005068, perplexity: 291.222076, lr: 0.000400
+2024-01-29 19:14:20,364 - INFO - [Train] step: 185099, loss_rec: 0.002952, loss_vq: 0.004986, loss_commit: 0.004986, perplexity: 294.572723, lr: 0.000400
+2024-01-29 19:14:28,695 - INFO - [Train] step: 185199, loss_rec: 0.002969, loss_vq: 0.005330, loss_commit: 0.005330, perplexity: 292.500488, lr: 0.000400
+2024-01-29 19:14:37,028 - INFO - [Train] step: 185299, loss_rec: 0.002980, loss_vq: 0.005093, loss_commit: 0.005093, perplexity: 292.346252, lr: 0.000400
+2024-01-29 19:14:45,360 - INFO - [Train] step: 185399, loss_rec: 0.002873, loss_vq: 0.005089, loss_commit: 0.005089, perplexity: 287.415436, lr: 0.000400
+2024-01-29 19:14:54,003 - INFO - [Train] step: 185499, loss_rec: 0.002968, loss_vq: 0.005036, loss_commit: 0.005036, perplexity: 289.787811, lr: 0.000400
+2024-01-29 19:15:02,335 - INFO - [Train] step: 185599, loss_rec: 0.002996, loss_vq: 0.005097, loss_commit: 0.005097, perplexity: 289.933075, lr: 0.000400
+2024-01-29 19:15:10,667 - INFO - [Train] step: 185699, loss_rec: 0.002805, loss_vq: 0.004730, loss_commit: 0.004730, perplexity: 286.638733, lr: 0.000400
+2024-01-29 19:15:18,999 - INFO - [Train] step: 185799, loss_rec: 0.003109, loss_vq: 0.005632, loss_commit: 0.005632, perplexity: 293.508545, lr: 0.000400
+2024-01-29 19:15:27,331 - INFO - [Train] step: 185899, loss_rec: 0.003081, loss_vq: 0.005304, loss_commit: 0.005304, perplexity: 290.099823, lr: 0.000400
+2024-01-29 19:15:35,664 - INFO - [Train] step: 185999, loss_rec: 0.003108, loss_vq: 0.005188, loss_commit: 0.005188, perplexity: 292.912506, lr: 0.000400
+2024-01-29 19:15:44,447 - INFO - [Train] step: 186099, loss_rec: 0.002979, loss_vq: 0.005049, loss_commit: 0.005049, perplexity: 291.669159, lr: 0.000400
+2024-01-29 19:15:52,784 - INFO - [Train] step: 186199, loss_rec: 0.003046, loss_vq: 0.005338, loss_commit: 0.005338, perplexity: 295.919617, lr: 0.000400
+2024-01-29 19:16:01,119 - INFO - [Train] step: 186299, loss_rec: 0.002859, loss_vq: 0.005127, loss_commit: 0.005127, perplexity: 291.020508, lr: 0.000400
+2024-01-29 19:16:09,452 - INFO - [Train] step: 186399, loss_rec: 0.002962, loss_vq: 0.005453, loss_commit: 0.005453, perplexity: 291.281372, lr: 0.000400
+2024-01-29 19:16:17,784 - INFO - [Train] step: 186499, loss_rec: 0.002944, loss_vq: 0.005829, loss_commit: 0.005829, perplexity: 289.123505, lr: 0.000400
+2024-01-29 19:16:26,117 - INFO - [Train] step: 186599, loss_rec: 0.002915, loss_vq: 0.005008, loss_commit: 0.005008, perplexity: 288.635315, lr: 0.000400
+2024-01-29 19:16:34,779 - INFO - [Train] step: 186699, loss_rec: 0.002735, loss_vq: 0.004727, loss_commit: 0.004727, perplexity: 283.796967, lr: 0.000400
+2024-01-29 19:16:43,111 - INFO - [Train] step: 186799, loss_rec: 0.002936, loss_vq: 0.005087, loss_commit: 0.005087, perplexity: 291.244965, lr: 0.000400
+2024-01-29 19:16:51,445 - INFO - [Train] step: 186899, loss_rec: 0.003068, loss_vq: 0.005209, loss_commit: 0.005209, perplexity: 293.697540, lr: 0.000400
+2024-01-29 19:16:59,777 - INFO - [Train] step: 186999, loss_rec: 0.002897, loss_vq: 0.005081, loss_commit: 0.005081, perplexity: 291.277740, lr: 0.000400
+2024-01-29 19:17:08,182 - INFO - [Train] step: 187099, loss_rec: 0.002992, loss_vq: 0.005569, loss_commit: 0.005569, perplexity: 289.666901, lr: 0.000400
+2024-01-29 19:17:16,514 - INFO - [Train] step: 187199, loss_rec: 0.002975, loss_vq: 0.005086, loss_commit: 0.005086, perplexity: 293.290710, lr: 0.000400
+2024-01-29 19:17:24,851 - INFO - [Train] step: 187299, loss_rec: 0.002975, loss_vq: 0.005470, loss_commit: 0.005470, perplexity: 288.651947, lr: 0.000400
+2024-01-29 19:17:33,551 - INFO - [Train] step: 187399, loss_rec: 0.003230, loss_vq: 0.006067, loss_commit: 0.006067, perplexity: 299.082764, lr: 0.000400
+2024-01-29 19:17:41,883 - INFO - [Train] step: 187499, loss_rec: 0.002998, loss_vq: 0.005054, loss_commit: 0.005054, perplexity: 291.939789, lr: 0.000400
+2024-01-29 19:17:50,215 - INFO - [Train] step: 187599, loss_rec: 0.002957, loss_vq: 0.005346, loss_commit: 0.005346, perplexity: 294.624695, lr: 0.000400
+2024-01-29 19:17:58,547 - INFO - [Train] step: 187699, loss_rec: 0.002926, loss_vq: 0.005147, loss_commit: 0.005147, perplexity: 289.710144, lr: 0.000400
+2024-01-29 19:18:06,884 - INFO - [Train] step: 187799, loss_rec: 0.003091, loss_vq: 0.005132, loss_commit: 0.005132, perplexity: 289.384735, lr: 0.000400
+2024-01-29 19:18:15,217 - INFO - [Train] step: 187899, loss_rec: 0.003066, loss_vq: 0.005365, loss_commit: 0.005365, perplexity: 292.712402, lr: 0.000400
+2024-01-29 19:18:23,915 - INFO - [Train] step: 187999, loss_rec: 0.002925, loss_vq: 0.004898, loss_commit: 0.004898, perplexity: 290.050049, lr: 0.000400
+2024-01-29 19:18:32,321 - INFO - [Train] step: 188099, loss_rec: 0.002971, loss_vq: 0.005285, loss_commit: 0.005285, perplexity: 293.834808, lr: 0.000400
+2024-01-29 19:18:40,652 - INFO - [Train] step: 188199, loss_rec: 0.002976, loss_vq: 0.005226, loss_commit: 0.005226, perplexity: 294.760437, lr: 0.000400
+2024-01-29 19:18:48,989 - INFO - [Train] step: 188299, loss_rec: 0.002926, loss_vq: 0.005048, loss_commit: 0.005048, perplexity: 294.071991, lr: 0.000400
+2024-01-29 19:18:57,323 - INFO - [Train] step: 188399, loss_rec: 0.002802, loss_vq: 0.004925, loss_commit: 0.004925, perplexity: 291.055328, lr: 0.000400
+2024-01-29 19:19:05,662 - INFO - [Train] step: 188499, loss_rec: 0.002960, loss_vq: 0.005091, loss_commit: 0.005091, perplexity: 290.985962, lr: 0.000400
+2024-01-29 19:19:14,326 - INFO - [Train] step: 188599, loss_rec: 0.003038, loss_vq: 0.005039, loss_commit: 0.005039, perplexity: 287.433014, lr: 0.000400
+2024-01-29 19:19:22,658 - INFO - [Train] step: 188699, loss_rec: 0.003082, loss_vq: 0.005118, loss_commit: 0.005118, perplexity: 294.985840, lr: 0.000400
+2024-01-29 19:19:30,993 - INFO - [Train] step: 188799, loss_rec: 0.002894, loss_vq: 0.005207, loss_commit: 0.005207, perplexity: 290.203339, lr: 0.000400
+2024-01-29 19:19:39,324 - INFO - [Train] step: 188899, loss_rec: 0.003096, loss_vq: 0.005554, loss_commit: 0.005554, perplexity: 295.152557, lr: 0.000400
+2024-01-29 19:19:47,660 - INFO - [Train] step: 188999, loss_rec: 0.002841, loss_vq: 0.004898, loss_commit: 0.004898, perplexity: 292.222229, lr: 0.000400
+2024-01-29 19:19:56,065 - INFO - [Train] step: 189099, loss_rec: 0.003005, loss_vq: 0.004980, loss_commit: 0.004980, perplexity: 292.178619, lr: 0.000400
+2024-01-29 19:20:04,399 - INFO - [Train] step: 189199, loss_rec: 0.002834, loss_vq: 0.004869, loss_commit: 0.004869, perplexity: 292.273926, lr: 0.000400
+2024-01-29 19:20:13,064 - INFO - [Train] step: 189299, loss_rec: 0.002944, loss_vq: 0.005017, loss_commit: 0.005017, perplexity: 295.928925, lr: 0.000400
+2024-01-29 19:20:21,397 - INFO - [Train] step: 189399, loss_rec: 0.002770, loss_vq: 0.004624, loss_commit: 0.004624, perplexity: 288.417114, lr: 0.000400
+2024-01-29 19:20:29,731 - INFO - [Train] step: 189499, loss_rec: 0.003020, loss_vq: 0.005047, loss_commit: 0.005047, perplexity: 288.344513, lr: 0.000400
+2024-01-29 19:20:38,066 - INFO - [Train] step: 189599, loss_rec: 0.002873, loss_vq: 0.005003, loss_commit: 0.005003, perplexity: 290.118500, lr: 0.000400
+2024-01-29 19:20:46,397 - INFO - [Train] step: 189699, loss_rec: 0.002997, loss_vq: 0.005520, loss_commit: 0.005520, perplexity: 294.294189, lr: 0.000400
+2024-01-29 19:20:54,729 - INFO - [Train] step: 189799, loss_rec: 0.002996, loss_vq: 0.005068, loss_commit: 0.005068, perplexity: 293.180511, lr: 0.000400
+2024-01-29 19:21:03,467 - INFO - [Train] step: 189899, loss_rec: 0.002995, loss_vq: 0.005592, loss_commit: 0.005592, perplexity: 296.512970, lr: 0.000400
+2024-01-29 19:21:11,798 - INFO - [Train] step: 189999, loss_rec: 0.002967, loss_vq: 0.005089, loss_commit: 0.005089, perplexity: 292.960144, lr: 0.000400
+2024-01-29 19:21:20,240 - INFO - [Train] step: 190099, loss_rec: 0.002967, loss_vq: 0.005216, loss_commit: 0.005216, perplexity: 292.078735, lr: 0.000400
+2024-01-29 19:21:28,575 - INFO - [Train] step: 190199, loss_rec: 0.003006, loss_vq: 0.004978, loss_commit: 0.004978, perplexity: 292.892242, lr: 0.000400
+2024-01-29 19:21:36,906 - INFO - [Train] step: 190299, loss_rec: 0.002928, loss_vq: 0.005068, loss_commit: 0.005068, perplexity: 289.330627, lr: 0.000400
+2024-01-29 19:21:45,244 - INFO - [Train] step: 190399, loss_rec: 0.003088, loss_vq: 0.005534, loss_commit: 0.005534, perplexity: 295.365448, lr: 0.000400
+2024-01-29 19:21:53,594 - INFO - [Train] step: 190499, loss_rec: 0.002997, loss_vq: 0.006452, loss_commit: 0.006452, perplexity: 291.605713, lr: 0.000400
+2024-01-29 19:22:02,281 - INFO - [Train] step: 190599, loss_rec: 0.003101, loss_vq: 0.005738, loss_commit: 0.005738, perplexity: 295.096252, lr: 0.000400
+2024-01-29 19:22:10,613 - INFO - [Train] step: 190699, loss_rec: 0.002931, loss_vq: 0.005099, loss_commit: 0.005099, perplexity: 292.786011, lr: 0.000400
+2024-01-29 19:22:18,944 - INFO - [Train] step: 190799, loss_rec: 0.003109, loss_vq: 0.005613, loss_commit: 0.005613, perplexity: 295.070404, lr: 0.000400
+2024-01-29 19:22:27,276 - INFO - [Train] step: 190899, loss_rec: 0.002910, loss_vq: 0.005682, loss_commit: 0.005682, perplexity: 290.642731, lr: 0.000400
+2024-01-29 19:22:35,611 - INFO - [Train] step: 190999, loss_rec: 0.002974, loss_vq: 0.005166, loss_commit: 0.005166, perplexity: 293.361053, lr: 0.000400
+2024-01-29 19:22:44,015 - INFO - [Train] step: 191099, loss_rec: 0.002984, loss_vq: 0.005247, loss_commit: 0.005247, perplexity: 291.604065, lr: 0.000400
+2024-01-29 19:22:52,736 - INFO - [Train] step: 191199, loss_rec: 0.003051, loss_vq: 0.005226, loss_commit: 0.005226, perplexity: 297.181946, lr: 0.000400
+2024-01-29 19:23:01,068 - INFO - [Train] step: 191299, loss_rec: 0.002874, loss_vq: 0.005148, loss_commit: 0.005148, perplexity: 292.833038, lr: 0.000400
+2024-01-29 19:23:09,399 - INFO - [Train] step: 191399, loss_rec: 0.003149, loss_vq: 0.005875, loss_commit: 0.005875, perplexity: 296.890717, lr: 0.000400
+2024-01-29 19:23:17,731 - INFO - [Train] step: 191499, loss_rec: 0.002939, loss_vq: 0.005199, loss_commit: 0.005199, perplexity: 292.704193, lr: 0.000400
+2024-01-29 19:23:26,063 - INFO - [Train] step: 191599, loss_rec: 0.002961, loss_vq: 0.005151, loss_commit: 0.005151, perplexity: 294.222626, lr: 0.000400
+2024-01-29 19:23:34,397 - INFO - [Train] step: 191699, loss_rec: 0.003221, loss_vq: 0.005489, loss_commit: 0.005489, perplexity: 297.274628, lr: 0.000400
+2024-01-29 19:23:43,075 - INFO - [Train] step: 191799, loss_rec: 0.002881, loss_vq: 0.004868, loss_commit: 0.004868, perplexity: 291.872406, lr: 0.000400
+2024-01-29 19:23:51,408 - INFO - [Train] step: 191899, loss_rec: 0.002861, loss_vq: 0.005036, loss_commit: 0.005036, perplexity: 292.250519, lr: 0.000400
+2024-01-29 19:23:59,744 - INFO - [Train] step: 191999, loss_rec: 0.002919, loss_vq: 0.005181, loss_commit: 0.005181, perplexity: 292.498932, lr: 0.000400
+2024-01-29 19:24:08,151 - INFO - [Train] step: 192099, loss_rec: 0.002921, loss_vq: 0.004990, loss_commit: 0.004990, perplexity: 293.106293, lr: 0.000400
+2024-01-29 19:24:16,487 - INFO - [Train] step: 192199, loss_rec: 0.002956, loss_vq: 0.005197, loss_commit: 0.005197, perplexity: 292.826630, lr: 0.000400
+2024-01-29 19:24:24,822 - INFO - [Train] step: 192299, loss_rec: 0.003115, loss_vq: 0.005588, loss_commit: 0.005588, perplexity: 298.116547, lr: 0.000400
+2024-01-29 19:24:33,150 - INFO - [Train] step: 192399, loss_rec: 0.002963, loss_vq: 0.005256, loss_commit: 0.005256, perplexity: 292.533264, lr: 0.000400
+2024-01-29 19:24:41,841 - INFO - [Train] step: 192499, loss_rec: 0.002929, loss_vq: 0.004936, loss_commit: 0.004936, perplexity: 289.279999, lr: 0.000400
+2024-01-29 19:24:50,176 - INFO - [Train] step: 192599, loss_rec: 0.002984, loss_vq: 0.005302, loss_commit: 0.005302, perplexity: 291.014801, lr: 0.000400
+2024-01-29 19:24:58,507 - INFO - [Train] step: 192699, loss_rec: 0.002907, loss_vq: 0.005065, loss_commit: 0.005065, perplexity: 290.156006, lr: 0.000400
+2024-01-29 19:25:06,841 - INFO - [Train] step: 192799, loss_rec: 0.002956, loss_vq: 0.004958, loss_commit: 0.004958, perplexity: 289.674377, lr: 0.000400
+2024-01-29 19:25:15,173 - INFO - [Train] step: 192899, loss_rec: 0.003027, loss_vq: 0.005268, loss_commit: 0.005268, perplexity: 295.289825, lr: 0.000400
+2024-01-29 19:25:23,511 - INFO - [Train] step: 192999, loss_rec: 0.003099, loss_vq: 0.005224, loss_commit: 0.005224, perplexity: 295.489136, lr: 0.000400
+2024-01-29 19:25:32,279 - INFO - [Train] step: 193099, loss_rec: 0.002842, loss_vq: 0.004908, loss_commit: 0.004908, perplexity: 291.064209, lr: 0.000400
+2024-01-29 19:25:40,610 - INFO - [Train] step: 193199, loss_rec: 0.002924, loss_vq: 0.005036, loss_commit: 0.005036, perplexity: 293.111176, lr: 0.000400
+2024-01-29 19:25:48,941 - INFO - [Train] step: 193299, loss_rec: 0.003107, loss_vq: 0.005201, loss_commit: 0.005201, perplexity: 294.016876, lr: 0.000400
+2024-01-29 19:25:57,276 - INFO - [Train] step: 193399, loss_rec: 0.002918, loss_vq: 0.005134, loss_commit: 0.005134, perplexity: 291.987518, lr: 0.000400
+2024-01-29 19:26:05,608 - INFO - [Train] step: 193499, loss_rec: 0.002844, loss_vq: 0.004752, loss_commit: 0.004752, perplexity: 287.609161, lr: 0.000400
+2024-01-29 19:26:13,941 - INFO - [Train] step: 193599, loss_rec: 0.003256, loss_vq: 0.005735, loss_commit: 0.005735, perplexity: 297.885620, lr: 0.000400
+2024-01-29 19:26:22,636 - INFO - [Train] step: 193699, loss_rec: 0.003044, loss_vq: 0.005081, loss_commit: 0.005081, perplexity: 293.089233, lr: 0.000400
+2024-01-29 19:26:30,968 - INFO - [Train] step: 193799, loss_rec: 0.002908, loss_vq: 0.004991, loss_commit: 0.004991, perplexity: 293.809753, lr: 0.000400
+2024-01-29 19:26:39,302 - INFO - [Train] step: 193899, loss_rec: 0.002986, loss_vq: 0.005674, loss_commit: 0.005674, perplexity: 291.767609, lr: 0.000400
+2024-01-29 19:26:47,633 - INFO - [Train] step: 193999, loss_rec: 0.002969, loss_vq: 0.005093, loss_commit: 0.005093, perplexity: 292.316284, lr: 0.000400
+2024-01-29 19:26:56,038 - INFO - [Train] step: 194099, loss_rec: 0.002991, loss_vq: 0.005213, loss_commit: 0.005213, perplexity: 294.999207, lr: 0.000400
+2024-01-29 19:27:04,376 - INFO - [Train] step: 194199, loss_rec: 0.003154, loss_vq: 0.005373, loss_commit: 0.005373, perplexity: 295.261658, lr: 0.000400
+2024-01-29 19:27:12,705 - INFO - [Train] step: 194299, loss_rec: 0.003003, loss_vq: 0.005133, loss_commit: 0.005133, perplexity: 294.743011, lr: 0.000400
+2024-01-29 19:27:21,388 - INFO - [Train] step: 194399, loss_rec: 0.002990, loss_vq: 0.005346, loss_commit: 0.005346, perplexity: 294.027405, lr: 0.000400
+2024-01-29 19:27:29,720 - INFO - [Train] step: 194499, loss_rec: 0.002862, loss_vq: 0.004971, loss_commit: 0.004971, perplexity: 292.866150, lr: 0.000400
+2024-01-29 19:27:38,051 - INFO - [Train] step: 194599, loss_rec: 0.003017, loss_vq: 0.005178, loss_commit: 0.005178, perplexity: 294.599274, lr: 0.000400
+2024-01-29 19:27:46,382 - INFO - [Train] step: 194699, loss_rec: 0.002989, loss_vq: 0.005279, loss_commit: 0.005279, perplexity: 294.557281, lr: 0.000400
+2024-01-29 19:27:54,713 - INFO - [Train] step: 194799, loss_rec: 0.003050, loss_vq: 0.005188, loss_commit: 0.005188, perplexity: 292.287994, lr: 0.000400
+2024-01-29 19:28:03,045 - INFO - [Train] step: 194899, loss_rec: 0.002870, loss_vq: 0.005085, loss_commit: 0.005085, perplexity: 293.942017, lr: 0.000400
+2024-01-29 19:28:11,729 - INFO - [Train] step: 194999, loss_rec: 0.003051, loss_vq: 0.005513, loss_commit: 0.005513, perplexity: 296.892151, lr: 0.000400
+2024-01-29 19:28:20,134 - INFO - [Train] step: 195099, loss_rec: 0.002828, loss_vq: 0.004933, loss_commit: 0.004933, perplexity: 290.435913, lr: 0.000400
+2024-01-29 19:28:28,465 - INFO - [Train] step: 195199, loss_rec: 0.002944, loss_vq: 0.005155, loss_commit: 0.005155, perplexity: 292.173340, lr: 0.000400
+2024-01-29 19:28:36,796 - INFO - [Train] step: 195299, loss_rec: 0.002964, loss_vq: 0.005030, loss_commit: 0.005030, perplexity: 291.060333, lr: 0.000400
+2024-01-29 19:28:45,128 - INFO - [Train] step: 195399, loss_rec: 0.003010, loss_vq: 0.005182, loss_commit: 0.005182, perplexity: 296.657928, lr: 0.000400
+2024-01-29 19:28:53,471 - INFO - [Train] step: 195499, loss_rec: 0.002919, loss_vq: 0.005056, loss_commit: 0.005056, perplexity: 293.986176, lr: 0.000400
+2024-01-29 19:29:02,169 - INFO - [Train] step: 195599, loss_rec: 0.002915, loss_vq: 0.005180, loss_commit: 0.005180, perplexity: 292.319641, lr: 0.000400
+2024-01-29 19:29:10,500 - INFO - [Train] step: 195699, loss_rec: 0.003098, loss_vq: 0.005241, loss_commit: 0.005241, perplexity: 297.649353, lr: 0.000400
+2024-01-29 19:29:18,832 - INFO - [Train] step: 195799, loss_rec: 0.003036, loss_vq: 0.005175, loss_commit: 0.005175, perplexity: 293.429321, lr: 0.000400
+2024-01-29 19:29:27,166 - INFO - [Train] step: 195899, loss_rec: 0.002987, loss_vq: 0.004978, loss_commit: 0.004978, perplexity: 296.372894, lr: 0.000400
+2024-01-29 19:29:35,497 - INFO - [Train] step: 195999, loss_rec: 0.002974, loss_vq: 0.005371, loss_commit: 0.005371, perplexity: 295.603699, lr: 0.000400
+2024-01-29 19:29:43,901 - INFO - [Train] step: 196099, loss_rec: 0.002990, loss_vq: 0.005113, loss_commit: 0.005113, perplexity: 294.405334, lr: 0.000400
+2024-01-29 19:29:52,230 - INFO - [Train] step: 196199, loss_rec: 0.002920, loss_vq: 0.004842, loss_commit: 0.004842, perplexity: 290.250793, lr: 0.000400
+2024-01-29 19:30:00,950 - INFO - [Train] step: 196299, loss_rec: 0.003048, loss_vq: 0.005257, loss_commit: 0.005257, perplexity: 299.657043, lr: 0.000400
+2024-01-29 19:30:09,282 - INFO - [Train] step: 196399, loss_rec: 0.002944, loss_vq: 0.005260, loss_commit: 0.005260, perplexity: 294.700714, lr: 0.000400
+2024-01-29 19:30:17,616 - INFO - [Train] step: 196499, loss_rec: 0.002905, loss_vq: 0.005320, loss_commit: 0.005320, perplexity: 295.393616, lr: 0.000400
+2024-01-29 19:30:25,947 - INFO - [Train] step: 196599, loss_rec: 0.003066, loss_vq: 0.005603, loss_commit: 0.005603, perplexity: 297.219086, lr: 0.000400
+2024-01-29 19:30:34,281 - INFO - [Train] step: 196699, loss_rec: 0.002953, loss_vq: 0.005283, loss_commit: 0.005283, perplexity: 294.362823, lr: 0.000400
+2024-01-29 19:30:42,613 - INFO - [Train] step: 196799, loss_rec: 0.002844, loss_vq: 0.005137, loss_commit: 0.005137, perplexity: 291.174286, lr: 0.000400
+2024-01-29 19:30:51,290 - INFO - [Train] step: 196899, loss_rec: 0.003078, loss_vq: 0.005331, loss_commit: 0.005331, perplexity: 300.356262, lr: 0.000400
+2024-01-29 19:30:59,622 - INFO - [Train] step: 196999, loss_rec: 0.002821, loss_vq: 0.005079, loss_commit: 0.005079, perplexity: 291.550110, lr: 0.000400
+2024-01-29 19:31:08,029 - INFO - [Train] step: 197099, loss_rec: 0.002817, loss_vq: 0.004709, loss_commit: 0.004709, perplexity: 290.110901, lr: 0.000400
+2024-01-29 19:31:16,361 - INFO - [Train] step: 197199, loss_rec: 0.002981, loss_vq: 0.005184, loss_commit: 0.005184, perplexity: 292.132782, lr: 0.000400
+2024-01-29 19:31:24,691 - INFO - [Train] step: 197299, loss_rec: 0.003011, loss_vq: 0.005201, loss_commit: 0.005201, perplexity: 295.200989, lr: 0.000400
+2024-01-29 19:31:33,030 - INFO - [Train] step: 197399, loss_rec: 0.002889, loss_vq: 0.004860, loss_commit: 0.004860, perplexity: 291.853882, lr: 0.000400
+2024-01-29 19:31:41,751 - INFO - [Train] step: 197499, loss_rec: 0.002936, loss_vq: 0.005069, loss_commit: 0.005069, perplexity: 294.811340, lr: 0.000400
+2024-01-29 19:31:50,085 - INFO - [Train] step: 197599, loss_rec: 0.002793, loss_vq: 0.004664, loss_commit: 0.004664, perplexity: 293.984772, lr: 0.000400
+2024-01-29 19:31:58,416 - INFO - [Train] step: 197699, loss_rec: 0.002849, loss_vq: 0.004896, loss_commit: 0.004896, perplexity: 293.524200, lr: 0.000400
+2024-01-29 19:32:06,747 - INFO - [Train] step: 197799, loss_rec: 0.002998, loss_vq: 0.005190, loss_commit: 0.005190, perplexity: 293.335876, lr: 0.000400
+2024-01-29 19:32:15,078 - INFO - [Train] step: 197899, loss_rec: 0.003104, loss_vq: 0.005568, loss_commit: 0.005568, perplexity: 298.891998, lr: 0.000400
+2024-01-29 19:32:23,409 - INFO - [Train] step: 197999, loss_rec: 0.002882, loss_vq: 0.004901, loss_commit: 0.004901, perplexity: 293.995148, lr: 0.000400
+2024-01-29 19:32:31,813 - INFO - [Train] step: 198099, loss_rec: 0.002798, loss_vq: 0.004966, loss_commit: 0.004966, perplexity: 293.981812, lr: 0.000400
+2024-01-29 19:32:40,488 - INFO - [Train] step: 198199, loss_rec: 0.002940, loss_vq: 0.005083, loss_commit: 0.005083, perplexity: 297.013916, lr: 0.000400
+2024-01-29 19:32:48,819 - INFO - [Train] step: 198299, loss_rec: 0.003023, loss_vq: 0.005107, loss_commit: 0.005107, perplexity: 299.176331, lr: 0.000400
+2024-01-29 19:32:57,151 - INFO - [Train] step: 198399, loss_rec: 0.002966, loss_vq: 0.005141, loss_commit: 0.005141, perplexity: 297.288788, lr: 0.000400
+2024-01-29 19:33:05,485 - INFO - [Train] step: 198499, loss_rec: 0.002878, loss_vq: 0.005035, loss_commit: 0.005035, perplexity: 291.893402, lr: 0.000400
+2024-01-29 19:33:13,816 - INFO - [Train] step: 198599, loss_rec: 0.002984, loss_vq: 0.004977, loss_commit: 0.004977, perplexity: 292.802582, lr: 0.000400
+2024-01-29 19:33:22,147 - INFO - [Train] step: 198699, loss_rec: 0.003003, loss_vq: 0.005039, loss_commit: 0.005039, perplexity: 293.573761, lr: 0.000400
+2024-01-29 19:33:30,851 - INFO - [Train] step: 198799, loss_rec: 0.003075, loss_vq: 0.005560, loss_commit: 0.005560, perplexity: 300.111755, lr: 0.000400
+2024-01-29 19:33:39,182 - INFO - [Train] step: 198899, loss_rec: 0.003047, loss_vq: 0.005445, loss_commit: 0.005445, perplexity: 297.856934, lr: 0.000400
+2024-01-29 19:33:47,513 - INFO - [Train] step: 198999, loss_rec: 0.003052, loss_vq: 0.005334, loss_commit: 0.005334, perplexity: 297.440796, lr: 0.000400
+2024-01-29 19:33:55,918 - INFO - [Train] step: 199099, loss_rec: 0.002984, loss_vq: 0.004856, loss_commit: 0.004856, perplexity: 294.000336, lr: 0.000400
+2024-01-29 19:34:04,248 - INFO - [Train] step: 199199, loss_rec: 0.003019, loss_vq: 0.005154, loss_commit: 0.005154, perplexity: 300.730896, lr: 0.000400
+2024-01-29 19:34:12,580 - INFO - [Train] step: 199299, loss_rec: 0.002951, loss_vq: 0.005248, loss_commit: 0.005248, perplexity: 296.710846, lr: 0.000400
+2024-01-29 19:34:21,290 - INFO - [Train] step: 199399, loss_rec: 0.002804, loss_vq: 0.004870, loss_commit: 0.004870, perplexity: 294.453644, lr: 0.000400
+2024-01-29 19:34:29,627 - INFO - [Train] step: 199499, loss_rec: 0.003056, loss_vq: 0.005077, loss_commit: 0.005077, perplexity: 294.174652, lr: 0.000400
+2024-01-29 19:34:37,959 - INFO - [Train] step: 199599, loss_rec: 0.003164, loss_vq: 0.005780, loss_commit: 0.005780, perplexity: 300.931732, lr: 0.000400
+2024-01-29 19:34:46,294 - INFO - [Train] step: 199699, loss_rec: 0.002887, loss_vq: 0.004978, loss_commit: 0.004978, perplexity: 294.671204, lr: 0.000400
+2024-01-29 19:34:54,625 - INFO - [Train] step: 199799, loss_rec: 0.003047, loss_vq: 0.005271, loss_commit: 0.005271, perplexity: 300.261200, lr: 0.000400
+2024-01-29 19:35:02,956 - INFO - [Train] step: 199899, loss_rec: 0.003097, loss_vq: 0.005871, loss_commit: 0.005871, perplexity: 297.420532, lr: 0.000400
+2024-01-29 19:35:11,288 - INFO - [Train] step: 199999, loss_rec: 0.002954, loss_vq: 0.004864, loss_commit: 0.004864, perplexity: 292.342773, lr: 0.000400
+2024-01-29 19:35:20,078 - INFO - [Train] step: 200099, loss_rec: 0.003012, loss_vq: 0.005480, loss_commit: 0.005480, perplexity: 298.862183, lr: 0.000400
+2024-01-29 19:35:28,409 - INFO - [Train] step: 200199, loss_rec: 0.003015, loss_vq: 0.005255, loss_commit: 0.005255, perplexity: 297.021423, lr: 0.000400
+2024-01-29 19:35:36,740 - INFO - [Train] step: 200299, loss_rec: 0.002871, loss_vq: 0.004908, loss_commit: 0.004908, perplexity: 294.650848, lr: 0.000400
+2024-01-29 19:35:45,071 - INFO - [Train] step: 200399, loss_rec: 0.003102, loss_vq: 0.005401, loss_commit: 0.005401, perplexity: 302.874725, lr: 0.000400
+2024-01-29 19:35:53,402 - INFO - [Train] step: 200499, loss_rec: 0.003121, loss_vq: 0.005682, loss_commit: 0.005682, perplexity: 299.947510, lr: 0.000400
+2024-01-29 19:36:01,733 - INFO - [Train] step: 200599, loss_rec: 0.003157, loss_vq: 0.005455, loss_commit: 0.005455, perplexity: 301.517181, lr: 0.000400
+2024-01-29 19:36:10,441 - INFO - [Train] step: 200699, loss_rec: 0.003066, loss_vq: 0.005454, loss_commit: 0.005454, perplexity: 301.493011, lr: 0.000400
+2024-01-29 19:36:18,772 - INFO - [Train] step: 200799, loss_rec: 0.002979, loss_vq: 0.005254, loss_commit: 0.005254, perplexity: 297.528168, lr: 0.000400
+2024-01-29 19:36:27,103 - INFO - [Train] step: 200899, loss_rec: 0.003017, loss_vq: 0.005431, loss_commit: 0.005431, perplexity: 301.132568, lr: 0.000400
+2024-01-29 19:36:35,434 - INFO - [Train] step: 200999, loss_rec: 0.003027, loss_vq: 0.005657, loss_commit: 0.005657, perplexity: 298.373383, lr: 0.000400
+2024-01-29 19:36:43,838 - INFO - [Train] step: 201099, loss_rec: 0.002915, loss_vq: 0.005271, loss_commit: 0.005271, perplexity: 297.659576, lr: 0.000400
+2024-01-29 19:36:52,170 - INFO - [Train] step: 201199, loss_rec: 0.003108, loss_vq: 0.005772, loss_commit: 0.005772, perplexity: 300.126068, lr: 0.000400
+2024-01-29 19:37:00,873 - INFO - [Train] step: 201299, loss_rec: 0.002857, loss_vq: 0.004867, loss_commit: 0.004867, perplexity: 292.316711, lr: 0.000400
+2024-01-29 19:37:09,205 - INFO - [Train] step: 201399, loss_rec: 0.003100, loss_vq: 0.005620, loss_commit: 0.005620, perplexity: 300.951965, lr: 0.000400
+2024-01-29 19:37:17,546 - INFO - [Train] step: 201499, loss_rec: 0.002898, loss_vq: 0.005027, loss_commit: 0.005027, perplexity: 295.410797, lr: 0.000400
+2024-01-29 19:37:25,881 - INFO - [Train] step: 201599, loss_rec: 0.002864, loss_vq: 0.005027, loss_commit: 0.005027, perplexity: 297.261292, lr: 0.000400
+2024-01-29 19:37:34,220 - INFO - [Train] step: 201699, loss_rec: 0.003056, loss_vq: 0.005292, loss_commit: 0.005292, perplexity: 297.379272, lr: 0.000400
+2024-01-29 19:37:42,552 - INFO - [Train] step: 201799, loss_rec: 0.003043, loss_vq: 0.005580, loss_commit: 0.005580, perplexity: 297.114777, lr: 0.000400
+2024-01-29 19:37:50,886 - INFO - [Train] step: 201899, loss_rec: 0.003086, loss_vq: 0.005284, loss_commit: 0.005284, perplexity: 301.248169, lr: 0.000400
+2024-01-29 19:37:59,634 - INFO - [Train] step: 201999, loss_rec: 0.003139, loss_vq: 0.005643, loss_commit: 0.005643, perplexity: 298.894135, lr: 0.000400
+2024-01-29 19:38:08,038 - INFO - [Train] step: 202099, loss_rec: 0.002914, loss_vq: 0.005336, loss_commit: 0.005336, perplexity: 294.329559, lr: 0.000400
+2024-01-29 19:38:16,369 - INFO - [Train] step: 202199, loss_rec: 0.002897, loss_vq: 0.004925, loss_commit: 0.004925, perplexity: 296.117371, lr: 0.000400
+2024-01-29 19:38:24,702 - INFO - [Train] step: 202299, loss_rec: 0.002970, loss_vq: 0.005196, loss_commit: 0.005196, perplexity: 298.880432, lr: 0.000400
+2024-01-29 19:38:33,034 - INFO - [Train] step: 202399, loss_rec: 0.003115, loss_vq: 0.005551, loss_commit: 0.005551, perplexity: 304.227081, lr: 0.000400
+2024-01-29 19:38:41,366 - INFO - [Train] step: 202499, loss_rec: 0.002868, loss_vq: 0.004773, loss_commit: 0.004773, perplexity: 293.647400, lr: 0.000400
+2024-01-29 19:38:50,137 - INFO - [Train] step: 202599, loss_rec: 0.002950, loss_vq: 0.005113, loss_commit: 0.005113, perplexity: 298.931061, lr: 0.000400
+2024-01-29 19:38:58,467 - INFO - [Train] step: 202699, loss_rec: 0.002847, loss_vq: 0.004967, loss_commit: 0.004967, perplexity: 296.043396, lr: 0.000400
+2024-01-29 19:39:06,798 - INFO - [Train] step: 202799, loss_rec: 0.002998, loss_vq: 0.005347, loss_commit: 0.005347, perplexity: 300.597717, lr: 0.000400
+2024-01-29 19:39:15,130 - INFO - [Train] step: 202899, loss_rec: 0.002911, loss_vq: 0.005173, loss_commit: 0.005173, perplexity: 295.114838, lr: 0.000400
+2024-01-29 19:39:23,460 - INFO - [Train] step: 202999, loss_rec: 0.002905, loss_vq: 0.004939, loss_commit: 0.004939, perplexity: 297.866882, lr: 0.000400
+2024-01-29 19:39:31,865 - INFO - [Train] step: 203099, loss_rec: 0.002968, loss_vq: 0.005247, loss_commit: 0.005247, perplexity: 298.240967, lr: 0.000400
+2024-01-29 19:39:40,212 - INFO - [Train] step: 203199, loss_rec: 0.003052, loss_vq: 0.005229, loss_commit: 0.005229, perplexity: 299.798370, lr: 0.000400
+2024-01-29 19:39:48,890 - INFO - [Train] step: 203299, loss_rec: 0.002917, loss_vq: 0.005212, loss_commit: 0.005212, perplexity: 294.414764, lr: 0.000400
+2024-01-29 19:39:57,221 - INFO - [Train] step: 203399, loss_rec: 0.002922, loss_vq: 0.004982, loss_commit: 0.004982, perplexity: 296.580139, lr: 0.000400
+2024-01-29 19:40:05,552 - INFO - [Train] step: 203499, loss_rec: 0.002776, loss_vq: 0.004749, loss_commit: 0.004749, perplexity: 292.585144, lr: 0.000400
+2024-01-29 19:40:13,883 - INFO - [Train] step: 203599, loss_rec: 0.002959, loss_vq: 0.005026, loss_commit: 0.005026, perplexity: 296.494446, lr: 0.000400
+2024-01-29 19:40:22,214 - INFO - [Train] step: 203699, loss_rec: 0.002958, loss_vq: 0.005198, loss_commit: 0.005198, perplexity: 298.013519, lr: 0.000400
+2024-01-29 19:40:30,545 - INFO - [Train] step: 203799, loss_rec: 0.002778, loss_vq: 0.004727, loss_commit: 0.004727, perplexity: 294.146606, lr: 0.000400
+2024-01-29 19:40:39,212 - INFO - [Train] step: 203899, loss_rec: 0.003015, loss_vq: 0.005058, loss_commit: 0.005058, perplexity: 298.058411, lr: 0.000400
+2024-01-29 19:40:47,544 - INFO - [Train] step: 203999, loss_rec: 0.002959, loss_vq: 0.005186, loss_commit: 0.005186, perplexity: 301.242157, lr: 0.000400
+2024-01-29 19:40:55,947 - INFO - [Train] step: 204099, loss_rec: 0.002775, loss_vq: 0.004685, loss_commit: 0.004685, perplexity: 295.349670, lr: 0.000400
+2024-01-29 19:41:04,279 - INFO - [Train] step: 204199, loss_rec: 0.003028, loss_vq: 0.005294, loss_commit: 0.005294, perplexity: 301.561920, lr: 0.000400
+2024-01-29 19:41:12,609 - INFO - [Train] step: 204299, loss_rec: 0.002963, loss_vq: 0.005317, loss_commit: 0.005317, perplexity: 301.219147, lr: 0.000400
+2024-01-29 19:41:20,941 - INFO - [Train] step: 204399, loss_rec: 0.003029, loss_vq: 0.005171, loss_commit: 0.005171, perplexity: 299.245514, lr: 0.000400
+2024-01-29 19:41:29,604 - INFO - [Train] step: 204499, loss_rec: 0.003016, loss_vq: 0.005373, loss_commit: 0.005373, perplexity: 302.400970, lr: 0.000400
+2024-01-29 19:41:37,936 - INFO - [Train] step: 204599, loss_rec: 0.002909, loss_vq: 0.005344, loss_commit: 0.005344, perplexity: 297.073273, lr: 0.000400
+2024-01-29 19:41:46,274 - INFO - [Train] step: 204699, loss_rec: 0.002991, loss_vq: 0.005237, loss_commit: 0.005237, perplexity: 300.989410, lr: 0.000400
+2024-01-29 19:41:54,608 - INFO - [Train] step: 204799, loss_rec: 0.002845, loss_vq: 0.004746, loss_commit: 0.004746, perplexity: 290.812439, lr: 0.000400
+2024-01-29 19:42:02,942 - INFO - [Train] step: 204899, loss_rec: 0.002992, loss_vq: 0.005651, loss_commit: 0.005651, perplexity: 301.394714, lr: 0.000400
+2024-01-29 19:42:11,273 - INFO - [Train] step: 204999, loss_rec: 0.003066, loss_vq: 0.006400, loss_commit: 0.006400, perplexity: 304.539429, lr: 0.000400
+2024-01-29 19:42:19,673 - INFO - [Train] step: 205099, loss_rec: 0.002970, loss_vq: 0.005753, loss_commit: 0.005753, perplexity: 298.967255, lr: 0.000400
+2024-01-29 19:42:28,375 - INFO - [Train] step: 205199, loss_rec: 0.003033, loss_vq: 0.005206, loss_commit: 0.005206, perplexity: 300.085724, lr: 0.000400
+2024-01-29 19:42:36,709 - INFO - [Train] step: 205299, loss_rec: 0.003029, loss_vq: 0.005573, loss_commit: 0.005573, perplexity: 298.653381, lr: 0.000400
+2024-01-29 19:42:45,043 - INFO - [Train] step: 205399, loss_rec: 0.002975, loss_vq: 0.005341, loss_commit: 0.005341, perplexity: 297.940765, lr: 0.000400
+2024-01-29 19:42:53,375 - INFO - [Train] step: 205499, loss_rec: 0.002937, loss_vq: 0.005033, loss_commit: 0.005033, perplexity: 299.510742, lr: 0.000400
+2024-01-29 19:43:01,706 - INFO - [Train] step: 205599, loss_rec: 0.002922, loss_vq: 0.004996, loss_commit: 0.004996, perplexity: 297.402802, lr: 0.000400
+2024-01-29 19:43:10,040 - INFO - [Train] step: 205699, loss_rec: 0.002988, loss_vq: 0.005051, loss_commit: 0.005051, perplexity: 299.969543, lr: 0.000400
+2024-01-29 19:43:18,717 - INFO - [Train] step: 205799, loss_rec: 0.002938, loss_vq: 0.005054, loss_commit: 0.005054, perplexity: 299.237244, lr: 0.000400
+2024-01-29 19:43:27,048 - INFO - [Train] step: 205899, loss_rec: 0.002984, loss_vq: 0.004883, loss_commit: 0.004883, perplexity: 298.883575, lr: 0.000400
+2024-01-29 19:43:35,383 - INFO - [Train] step: 205999, loss_rec: 0.003217, loss_vq: 0.006286, loss_commit: 0.006286, perplexity: 297.340698, lr: 0.000400
+2024-01-29 19:43:43,790 - INFO - [Train] step: 206099, loss_rec: 0.002946, loss_vq: 0.005217, loss_commit: 0.005217, perplexity: 297.761230, lr: 0.000400
+2024-01-29 19:43:52,121 - INFO - [Train] step: 206199, loss_rec: 0.002925, loss_vq: 0.004946, loss_commit: 0.004946, perplexity: 298.964142, lr: 0.000400
+2024-01-29 19:44:00,452 - INFO - [Train] step: 206299, loss_rec: 0.002921, loss_vq: 0.005201, loss_commit: 0.005201, perplexity: 301.737549, lr: 0.000400
+2024-01-29 19:44:09,153 - INFO - [Train] step: 206399, loss_rec: 0.003211, loss_vq: 0.005463, loss_commit: 0.005463, perplexity: 299.701904, lr: 0.000400
+2024-01-29 19:44:17,488 - INFO - [Train] step: 206499, loss_rec: 0.002896, loss_vq: 0.005020, loss_commit: 0.005020, perplexity: 297.173157, lr: 0.000400
+2024-01-29 19:44:25,818 - INFO - [Train] step: 206599, loss_rec: 0.002907, loss_vq: 0.005606, loss_commit: 0.005606, perplexity: 300.625092, lr: 0.000400
+2024-01-29 19:44:34,160 - INFO - [Train] step: 206699, loss_rec: 0.003011, loss_vq: 0.005189, loss_commit: 0.005189, perplexity: 300.721985, lr: 0.000400
+2024-01-29 19:44:42,490 - INFO - [Train] step: 206799, loss_rec: 0.003105, loss_vq: 0.005252, loss_commit: 0.005252, perplexity: 301.411530, lr: 0.000400
+2024-01-29 19:44:50,821 - INFO - [Train] step: 206899, loss_rec: 0.002936, loss_vq: 0.005240, loss_commit: 0.005240, perplexity: 293.518036, lr: 0.000400
+2024-01-29 19:44:59,155 - INFO - [Train] step: 206999, loss_rec: 0.002966, loss_vq: 0.005176, loss_commit: 0.005176, perplexity: 296.139374, lr: 0.000400
+2024-01-29 19:45:07,926 - INFO - [Train] step: 207099, loss_rec: 0.003003, loss_vq: 0.005102, loss_commit: 0.005102, perplexity: 297.787079, lr: 0.000400
+2024-01-29 19:45:16,257 - INFO - [Train] step: 207199, loss_rec: 0.002881, loss_vq: 0.004973, loss_commit: 0.004973, perplexity: 296.213684, lr: 0.000400
+2024-01-29 19:45:24,588 - INFO - [Train] step: 207299, loss_rec: 0.002835, loss_vq: 0.004918, loss_commit: 0.004918, perplexity: 297.305115, lr: 0.000400
+2024-01-29 19:45:32,919 - INFO - [Train] step: 207399, loss_rec: 0.003078, loss_vq: 0.005190, loss_commit: 0.005190, perplexity: 302.326294, lr: 0.000400
+2024-01-29 19:45:41,250 - INFO - [Train] step: 207499, loss_rec: 0.002819, loss_vq: 0.004677, loss_commit: 0.004677, perplexity: 292.492554, lr: 0.000400
+2024-01-29 19:45:49,581 - INFO - [Train] step: 207599, loss_rec: 0.002777, loss_vq: 0.004842, loss_commit: 0.004842, perplexity: 293.794464, lr: 0.000400
+2024-01-29 19:45:58,256 - INFO - [Train] step: 207699, loss_rec: 0.003007, loss_vq: 0.005246, loss_commit: 0.005246, perplexity: 302.327026, lr: 0.000400
+2024-01-29 19:46:06,586 - INFO - [Train] step: 207799, loss_rec: 0.002963, loss_vq: 0.004930, loss_commit: 0.004930, perplexity: 298.312347, lr: 0.000400
+2024-01-29 19:46:14,918 - INFO - [Train] step: 207899, loss_rec: 0.002879, loss_vq: 0.004904, loss_commit: 0.004904, perplexity: 295.361206, lr: 0.000400
+2024-01-29 19:46:23,253 - INFO - [Train] step: 207999, loss_rec: 0.003069, loss_vq: 0.005381, loss_commit: 0.005381, perplexity: 302.239807, lr: 0.000400
+2024-01-29 19:46:31,656 - INFO - [Train] step: 208099, loss_rec: 0.002957, loss_vq: 0.004874, loss_commit: 0.004874, perplexity: 294.925507, lr: 0.000400
+2024-01-29 19:46:39,991 - INFO - [Train] step: 208199, loss_rec: 0.002928, loss_vq: 0.005030, loss_commit: 0.005030, perplexity: 295.526031, lr: 0.000400
+2024-01-29 19:46:48,674 - INFO - [Train] step: 208299, loss_rec: 0.002939, loss_vq: 0.005196, loss_commit: 0.005196, perplexity: 299.871155, lr: 0.000400
+2024-01-29 19:46:57,005 - INFO - [Train] step: 208399, loss_rec: 0.003019, loss_vq: 0.005221, loss_commit: 0.005221, perplexity: 302.910675, lr: 0.000400
+2024-01-29 19:47:05,337 - INFO - [Train] step: 208499, loss_rec: 0.002793, loss_vq: 0.004945, loss_commit: 0.004945, perplexity: 294.443787, lr: 0.000400
+2024-01-29 19:47:13,667 - INFO - [Train] step: 208599, loss_rec: 0.003014, loss_vq: 0.005005, loss_commit: 0.005005, perplexity: 299.322845, lr: 0.000400
+2024-01-29 19:47:21,998 - INFO - [Train] step: 208699, loss_rec: 0.002870, loss_vq: 0.004973, loss_commit: 0.004973, perplexity: 301.253632, lr: 0.000400
+2024-01-29 19:47:30,329 - INFO - [Train] step: 208799, loss_rec: 0.002941, loss_vq: 0.004976, loss_commit: 0.004976, perplexity: 298.628571, lr: 0.000400
+2024-01-29 19:47:38,658 - INFO - [Train] step: 208899, loss_rec: 0.003180, loss_vq: 0.005771, loss_commit: 0.005771, perplexity: 304.933228, lr: 0.000400
+2024-01-29 19:47:47,348 - INFO - [Train] step: 208999, loss_rec: 0.003100, loss_vq: 0.005407, loss_commit: 0.005407, perplexity: 300.405548, lr: 0.000400
+2024-01-29 19:47:55,752 - INFO - [Train] step: 209099, loss_rec: 0.002961, loss_vq: 0.005226, loss_commit: 0.005226, perplexity: 297.449890, lr: 0.000400
+2024-01-29 19:48:04,084 - INFO - [Train] step: 209199, loss_rec: 0.003057, loss_vq: 0.006058, loss_commit: 0.006058, perplexity: 304.618011, lr: 0.000400
+2024-01-29 19:48:12,414 - INFO - [Train] step: 209299, loss_rec: 0.002986, loss_vq: 0.005480, loss_commit: 0.005480, perplexity: 301.474182, lr: 0.000400
+2024-01-29 19:48:20,743 - INFO - [Train] step: 209399, loss_rec: 0.003017, loss_vq: 0.005275, loss_commit: 0.005275, perplexity: 304.793793, lr: 0.000400
+2024-01-29 19:48:29,076 - INFO - [Train] step: 209499, loss_rec: 0.002979, loss_vq: 0.005352, loss_commit: 0.005352, perplexity: 299.550476, lr: 0.000400
+2024-01-29 19:48:37,759 - INFO - [Train] step: 209599, loss_rec: 0.003093, loss_vq: 0.005483, loss_commit: 0.005483, perplexity: 299.788116, lr: 0.000400
+2024-01-29 19:48:46,088 - INFO - [Train] step: 209699, loss_rec: 0.002784, loss_vq: 0.004840, loss_commit: 0.004840, perplexity: 296.321899, lr: 0.000400
+2024-01-29 19:48:54,418 - INFO - [Train] step: 209799, loss_rec: 0.003067, loss_vq: 0.005291, loss_commit: 0.005291, perplexity: 299.835266, lr: 0.000400
+2024-01-29 19:49:02,748 - INFO - [Train] step: 209899, loss_rec: 0.002805, loss_vq: 0.005116, loss_commit: 0.005116, perplexity: 297.450867, lr: 0.000400
+2024-01-29 19:49:11,078 - INFO - [Train] step: 209999, loss_rec: 0.002847, loss_vq: 0.005491, loss_commit: 0.005491, perplexity: 294.110413, lr: 0.000400
+2024-01-29 19:49:19,517 - INFO - [Train] step: 210099, loss_rec: 0.003028, loss_vq: 0.005182, loss_commit: 0.005182, perplexity: 300.595856, lr: 0.000400
+2024-01-29 19:49:28,283 - INFO - [Train] step: 210199, loss_rec: 0.002999, loss_vq: 0.005706, loss_commit: 0.005706, perplexity: 298.842834, lr: 0.000400
+2024-01-29 19:49:36,612 - INFO - [Train] step: 210299, loss_rec: 0.002911, loss_vq: 0.005319, loss_commit: 0.005319, perplexity: 302.871124, lr: 0.000400
+2024-01-29 19:49:44,942 - INFO - [Train] step: 210399, loss_rec: 0.002738, loss_vq: 0.004655, loss_commit: 0.004655, perplexity: 296.162689, lr: 0.000400
+2024-01-29 19:49:53,272 - INFO - [Train] step: 210499, loss_rec: 0.003093, loss_vq: 0.005505, loss_commit: 0.005505, perplexity: 304.859375, lr: 0.000400
+2024-01-29 19:50:01,602 - INFO - [Train] step: 210599, loss_rec: 0.002956, loss_vq: 0.005001, loss_commit: 0.005001, perplexity: 296.591187, lr: 0.000400
+2024-01-29 19:50:09,931 - INFO - [Train] step: 210699, loss_rec: 0.002974, loss_vq: 0.005077, loss_commit: 0.005077, perplexity: 299.717896, lr: 0.000400
+2024-01-29 19:50:18,264 - INFO - [Train] step: 210799, loss_rec: 0.002875, loss_vq: 0.005116, loss_commit: 0.005116, perplexity: 299.876587, lr: 0.000400
+2024-01-29 19:50:26,938 - INFO - [Train] step: 210899, loss_rec: 0.002919, loss_vq: 0.004961, loss_commit: 0.004961, perplexity: 298.864075, lr: 0.000400
+2024-01-29 19:50:35,267 - INFO - [Train] step: 210999, loss_rec: 0.002850, loss_vq: 0.005280, loss_commit: 0.005280, perplexity: 298.473145, lr: 0.000400
+2024-01-29 19:50:43,671 - INFO - [Train] step: 211099, loss_rec: 0.002850, loss_vq: 0.004862, loss_commit: 0.004862, perplexity: 298.805206, lr: 0.000400
+2024-01-29 19:50:52,001 - INFO - [Train] step: 211199, loss_rec: 0.003095, loss_vq: 0.005331, loss_commit: 0.005331, perplexity: 302.070068, lr: 0.000400
+2024-01-29 19:51:00,330 - INFO - [Train] step: 211299, loss_rec: 0.003004, loss_vq: 0.005087, loss_commit: 0.005087, perplexity: 299.615906, lr: 0.000400
+2024-01-29 19:51:08,660 - INFO - [Train] step: 211399, loss_rec: 0.002947, loss_vq: 0.005141, loss_commit: 0.005141, perplexity: 299.605896, lr: 0.000400
+2024-01-29 19:51:17,360 - INFO - [Train] step: 211499, loss_rec: 0.002970, loss_vq: 0.005231, loss_commit: 0.005231, perplexity: 300.167877, lr: 0.000400
+2024-01-29 19:51:25,690 - INFO - [Train] step: 211599, loss_rec: 0.002951, loss_vq: 0.004964, loss_commit: 0.004964, perplexity: 297.139862, lr: 0.000400
+2024-01-29 19:51:34,019 - INFO - [Train] step: 211699, loss_rec: 0.002896, loss_vq: 0.005045, loss_commit: 0.005045, perplexity: 300.049530, lr: 0.000400
+2024-01-29 19:51:42,350 - INFO - [Train] step: 211799, loss_rec: 0.002999, loss_vq: 0.005005, loss_commit: 0.005005, perplexity: 299.192871, lr: 0.000400
+2024-01-29 19:51:50,680 - INFO - [Train] step: 211899, loss_rec: 0.002880, loss_vq: 0.004892, loss_commit: 0.004892, perplexity: 300.644592, lr: 0.000400
+2024-01-29 19:51:59,009 - INFO - [Train] step: 211999, loss_rec: 0.003128, loss_vq: 0.005975, loss_commit: 0.005975, perplexity: 304.742065, lr: 0.000400
+2024-01-29 19:52:07,751 - INFO - [Train] step: 212099, loss_rec: 0.002958, loss_vq: 0.005188, loss_commit: 0.005188, perplexity: 298.992188, lr: 0.000400
+2024-01-29 19:52:16,079 - INFO - [Train] step: 212199, loss_rec: 0.003079, loss_vq: 0.005359, loss_commit: 0.005359, perplexity: 304.634125, lr: 0.000400
+2024-01-29 19:52:24,412 - INFO - [Train] step: 212299, loss_rec: 0.002844, loss_vq: 0.005057, loss_commit: 0.005057, perplexity: 297.870850, lr: 0.000400
+2024-01-29 19:52:32,742 - INFO - [Train] step: 212399, loss_rec: 0.003109, loss_vq: 0.005558, loss_commit: 0.005558, perplexity: 305.928833, lr: 0.000400
+2024-01-29 19:52:41,072 - INFO - [Train] step: 212499, loss_rec: 0.002954, loss_vq: 0.005103, loss_commit: 0.005103, perplexity: 298.769012, lr: 0.000400
+2024-01-29 19:52:49,406 - INFO - [Train] step: 212599, loss_rec: 0.002924, loss_vq: 0.004668, loss_commit: 0.004668, perplexity: 296.629944, lr: 0.000400
+2024-01-29 19:52:57,743 - INFO - [Train] step: 212699, loss_rec: 0.003009, loss_vq: 0.005245, loss_commit: 0.005245, perplexity: 304.223328, lr: 0.000400
+2024-01-29 19:53:06,426 - INFO - [Train] step: 212799, loss_rec: 0.003014, loss_vq: 0.005106, loss_commit: 0.005106, perplexity: 300.839325, lr: 0.000400
+2024-01-29 19:53:14,756 - INFO - [Train] step: 212899, loss_rec: 0.002977, loss_vq: 0.005118, loss_commit: 0.005118, perplexity: 300.661072, lr: 0.000400
+2024-01-29 19:53:23,086 - INFO - [Train] step: 212999, loss_rec: 0.002898, loss_vq: 0.005170, loss_commit: 0.005170, perplexity: 297.361664, lr: 0.000400
+2024-01-29 19:53:31,489 - INFO - [Train] step: 213099, loss_rec: 0.003055, loss_vq: 0.005162, loss_commit: 0.005162, perplexity: 302.899994, lr: 0.000400
+2024-01-29 19:53:39,819 - INFO - [Train] step: 213199, loss_rec: 0.003103, loss_vq: 0.005420, loss_commit: 0.005420, perplexity: 304.132812, lr: 0.000400
+2024-01-29 19:53:48,149 - INFO - [Train] step: 213299, loss_rec: 0.003076, loss_vq: 0.005567, loss_commit: 0.005567, perplexity: 305.373535, lr: 0.000400
+2024-01-29 19:53:56,864 - INFO - [Train] step: 213399, loss_rec: 0.002933, loss_vq: 0.005542, loss_commit: 0.005542, perplexity: 300.412720, lr: 0.000400
+2024-01-29 19:54:05,199 - INFO - [Train] step: 213499, loss_rec: 0.003054, loss_vq: 0.005260, loss_commit: 0.005260, perplexity: 305.844360, lr: 0.000400
+2024-01-29 19:54:13,530 - INFO - [Train] step: 213599, loss_rec: 0.002838, loss_vq: 0.005092, loss_commit: 0.005092, perplexity: 296.038727, lr: 0.000400
+2024-01-29 19:54:21,860 - INFO - [Train] step: 213699, loss_rec: 0.002919, loss_vq: 0.004922, loss_commit: 0.004922, perplexity: 301.301453, lr: 0.000400
+2024-01-29 19:54:30,190 - INFO - [Train] step: 213799, loss_rec: 0.002886, loss_vq: 0.005001, loss_commit: 0.005001, perplexity: 295.168335, lr: 0.000400
+2024-01-29 19:54:38,520 - INFO - [Train] step: 213899, loss_rec: 0.002857, loss_vq: 0.004819, loss_commit: 0.004819, perplexity: 296.339417, lr: 0.000400
+2024-01-29 19:54:47,178 - INFO - [Train] step: 213999, loss_rec: 0.002935, loss_vq: 0.004893, loss_commit: 0.004893, perplexity: 297.688843, lr: 0.000400
+2024-01-29 19:54:55,586 - INFO - [Train] step: 214099, loss_rec: 0.003068, loss_vq: 0.005455, loss_commit: 0.005455, perplexity: 303.981171, lr: 0.000400
+2024-01-29 19:55:03,917 - INFO - [Train] step: 214199, loss_rec: 0.002803, loss_vq: 0.004665, loss_commit: 0.004665, perplexity: 295.132294, lr: 0.000400
+2024-01-29 19:55:12,265 - INFO - [Train] step: 214299, loss_rec: 0.002916, loss_vq: 0.005016, loss_commit: 0.005016, perplexity: 298.218201, lr: 0.000400
+2024-01-29 19:55:20,598 - INFO - [Train] step: 214399, loss_rec: 0.002897, loss_vq: 0.005542, loss_commit: 0.005542, perplexity: 302.260681, lr: 0.000400
+2024-01-29 19:55:28,928 - INFO - [Train] step: 214499, loss_rec: 0.003049, loss_vq: 0.005453, loss_commit: 0.005453, perplexity: 299.550751, lr: 0.000400
+2024-01-29 19:55:37,267 - INFO - [Train] step: 214599, loss_rec: 0.002926, loss_vq: 0.005125, loss_commit: 0.005125, perplexity: 301.324310, lr: 0.000400
+2024-01-29 19:55:45,921 - INFO - [Train] step: 214699, loss_rec: 0.003058, loss_vq: 0.005491, loss_commit: 0.005491, perplexity: 303.732086, lr: 0.000400
+2024-01-29 19:55:54,251 - INFO - [Train] step: 214799, loss_rec: 0.002846, loss_vq: 0.005044, loss_commit: 0.005044, perplexity: 297.497833, lr: 0.000400
+2024-01-29 19:56:02,582 - INFO - [Train] step: 214899, loss_rec: 0.003001, loss_vq: 0.005386, loss_commit: 0.005386, perplexity: 302.482880, lr: 0.000400
+2024-01-29 19:56:10,912 - INFO - [Train] step: 214999, loss_rec: 0.002926, loss_vq: 0.005426, loss_commit: 0.005426, perplexity: 301.642273, lr: 0.000400
+2024-01-29 19:56:19,315 - INFO - [Train] step: 215099, loss_rec: 0.002975, loss_vq: 0.005202, loss_commit: 0.005202, perplexity: 300.970917, lr: 0.000400
+2024-01-29 19:56:27,646 - INFO - [Train] step: 215199, loss_rec: 0.002823, loss_vq: 0.005444, loss_commit: 0.005444, perplexity: 296.719757, lr: 0.000400
+2024-01-29 19:56:36,353 - INFO - [Train] step: 215299, loss_rec: 0.002910, loss_vq: 0.004947, loss_commit: 0.004947, perplexity: 298.169861, lr: 0.000400
+2024-01-29 19:56:44,683 - INFO - [Train] step: 215399, loss_rec: 0.002906, loss_vq: 0.005127, loss_commit: 0.005127, perplexity: 301.169739, lr: 0.000400
+2024-01-29 19:56:53,013 - INFO - [Train] step: 215499, loss_rec: 0.002800, loss_vq: 0.005093, loss_commit: 0.005093, perplexity: 300.637421, lr: 0.000400
+2024-01-29 19:57:01,344 - INFO - [Train] step: 215599, loss_rec: 0.002985, loss_vq: 0.005293, loss_commit: 0.005293, perplexity: 304.925934, lr: 0.000400
+2024-01-29 19:57:09,677 - INFO - [Train] step: 215699, loss_rec: 0.002899, loss_vq: 0.004815, loss_commit: 0.004815, perplexity: 297.343811, lr: 0.000400
+2024-01-29 19:57:18,010 - INFO - [Train] step: 215799, loss_rec: 0.002845, loss_vq: 0.005045, loss_commit: 0.005045, perplexity: 301.110870, lr: 0.000400
+2024-01-29 19:57:26,360 - INFO - [Train] step: 215899, loss_rec: 0.002826, loss_vq: 0.004918, loss_commit: 0.004918, perplexity: 299.281342, lr: 0.000400
+2024-01-29 19:57:35,050 - INFO - [Train] step: 215999, loss_rec: 0.003056, loss_vq: 0.005127, loss_commit: 0.005127, perplexity: 301.382202, lr: 0.000400
+2024-01-29 19:57:43,455 - INFO - [Train] step: 216099, loss_rec: 0.002769, loss_vq: 0.005085, loss_commit: 0.005085, perplexity: 298.673584, lr: 0.000400
+2024-01-29 19:57:51,786 - INFO - [Train] step: 216199, loss_rec: 0.002893, loss_vq: 0.005083, loss_commit: 0.005083, perplexity: 298.422455, lr: 0.000400
+2024-01-29 19:58:00,116 - INFO - [Train] step: 216299, loss_rec: 0.002849, loss_vq: 0.004846, loss_commit: 0.004846, perplexity: 300.159698, lr: 0.000400
+2024-01-29 19:58:08,446 - INFO - [Train] step: 216399, loss_rec: 0.003153, loss_vq: 0.005513, loss_commit: 0.005513, perplexity: 307.308563, lr: 0.000400
+2024-01-29 19:58:16,780 - INFO - [Train] step: 216499, loss_rec: 0.002907, loss_vq: 0.005033, loss_commit: 0.005033, perplexity: 301.356354, lr: 0.000400
+2024-01-29 19:58:25,446 - INFO - [Train] step: 216599, loss_rec: 0.003017, loss_vq: 0.005539, loss_commit: 0.005539, perplexity: 305.132782, lr: 0.000400
+2024-01-29 19:58:33,777 - INFO - [Train] step: 216699, loss_rec: 0.002962, loss_vq: 0.005276, loss_commit: 0.005276, perplexity: 300.502991, lr: 0.000400
+2024-01-29 19:58:42,107 - INFO - [Train] step: 216799, loss_rec: 0.002918, loss_vq: 0.005110, loss_commit: 0.005110, perplexity: 300.615601, lr: 0.000400
+2024-01-29 19:58:50,441 - INFO - [Train] step: 216899, loss_rec: 0.002794, loss_vq: 0.004776, loss_commit: 0.004776, perplexity: 296.648193, lr: 0.000400
+2024-01-29 19:58:58,773 - INFO - [Train] step: 216999, loss_rec: 0.002868, loss_vq: 0.005345, loss_commit: 0.005345, perplexity: 303.544281, lr: 0.000400
+2024-01-29 19:59:07,175 - INFO - [Train] step: 217099, loss_rec: 0.002954, loss_vq: 0.005189, loss_commit: 0.005189, perplexity: 303.734253, lr: 0.000400
+2024-01-29 19:59:15,906 - INFO - [Train] step: 217199, loss_rec: 0.002958, loss_vq: 0.005491, loss_commit: 0.005491, perplexity: 301.303619, lr: 0.000400
+2024-01-29 19:59:24,236 - INFO - [Train] step: 217299, loss_rec: 0.003000, loss_vq: 0.005203, loss_commit: 0.005203, perplexity: 297.755096, lr: 0.000400
+2024-01-29 19:59:32,566 - INFO - [Train] step: 217399, loss_rec: 0.002898, loss_vq: 0.005031, loss_commit: 0.005031, perplexity: 301.419006, lr: 0.000400
+2024-01-29 19:59:40,901 - INFO - [Train] step: 217499, loss_rec: 0.003062, loss_vq: 0.005232, loss_commit: 0.005232, perplexity: 304.819550, lr: 0.000400
+2024-01-29 19:59:49,234 - INFO - [Train] step: 217599, loss_rec: 0.002908, loss_vq: 0.004960, loss_commit: 0.004960, perplexity: 300.207642, lr: 0.000400
+2024-01-29 19:59:57,564 - INFO - [Train] step: 217699, loss_rec: 0.002760, loss_vq: 0.004525, loss_commit: 0.004525, perplexity: 294.483276, lr: 0.000400
+2024-01-29 20:00:05,890 - INFO - [Train] step: 217799, loss_rec: 0.003100, loss_vq: 0.005180, loss_commit: 0.005180, perplexity: 305.375000, lr: 0.000400
+2024-01-29 20:00:14,558 - INFO - [Train] step: 217899, loss_rec: 0.002970, loss_vq: 0.005550, loss_commit: 0.005550, perplexity: 301.985962, lr: 0.000400
+2024-01-29 20:00:22,889 - INFO - [Train] step: 217999, loss_rec: 0.002962, loss_vq: 0.005558, loss_commit: 0.005558, perplexity: 302.637238, lr: 0.000400
+2024-01-29 20:00:31,300 - INFO - [Train] step: 218099, loss_rec: 0.002893, loss_vq: 0.005285, loss_commit: 0.005285, perplexity: 304.169647, lr: 0.000400
+2024-01-29 20:00:39,633 - INFO - [Train] step: 218199, loss_rec: 0.002915, loss_vq: 0.004977, loss_commit: 0.004977, perplexity: 300.332794, lr: 0.000400
+2024-01-29 20:00:47,964 - INFO - [Train] step: 218299, loss_rec: 0.002899, loss_vq: 0.005080, loss_commit: 0.005080, perplexity: 299.875153, lr: 0.000400
+2024-01-29 20:00:56,294 - INFO - [Train] step: 218399, loss_rec: 0.002996, loss_vq: 0.005181, loss_commit: 0.005181, perplexity: 301.087891, lr: 0.000400
+2024-01-29 20:01:04,991 - INFO - [Train] step: 218499, loss_rec: 0.003038, loss_vq: 0.005155, loss_commit: 0.005155, perplexity: 301.323303, lr: 0.000400
+2024-01-29 20:01:13,322 - INFO - [Train] step: 218599, loss_rec: 0.002904, loss_vq: 0.005024, loss_commit: 0.005024, perplexity: 300.787109, lr: 0.000400
+2024-01-29 20:01:21,652 - INFO - [Train] step: 218699, loss_rec: 0.002816, loss_vq: 0.004710, loss_commit: 0.004710, perplexity: 296.750061, lr: 0.000400
+2024-01-29 20:01:29,983 - INFO - [Train] step: 218799, loss_rec: 0.002801, loss_vq: 0.004922, loss_commit: 0.004922, perplexity: 298.544861, lr: 0.000400
+2024-01-29 20:01:38,313 - INFO - [Train] step: 218899, loss_rec: 0.002920, loss_vq: 0.005029, loss_commit: 0.005029, perplexity: 300.324799, lr: 0.000400
+2024-01-29 20:01:46,644 - INFO - [Train] step: 218999, loss_rec: 0.002923, loss_vq: 0.004793, loss_commit: 0.004793, perplexity: 301.353058, lr: 0.000400
+2024-01-29 20:01:55,401 - INFO - [Train] step: 219099, loss_rec: 0.002971, loss_vq: 0.005206, loss_commit: 0.005206, perplexity: 306.674286, lr: 0.000400
+2024-01-29 20:02:03,735 - INFO - [Train] step: 219199, loss_rec: 0.003013, loss_vq: 0.005560, loss_commit: 0.005560, perplexity: 304.203003, lr: 0.000400
+2024-01-29 20:02:12,067 - INFO - [Train] step: 219299, loss_rec: 0.002837, loss_vq: 0.004717, loss_commit: 0.004717, perplexity: 299.070923, lr: 0.000400
+2024-01-29 20:02:20,399 - INFO - [Train] step: 219399, loss_rec: 0.002815, loss_vq: 0.004857, loss_commit: 0.004857, perplexity: 304.098572, lr: 0.000400
+2024-01-29 20:02:28,729 - INFO - [Train] step: 219499, loss_rec: 0.002830, loss_vq: 0.005160, loss_commit: 0.005160, perplexity: 299.872162, lr: 0.000400
+2024-01-29 20:02:37,064 - INFO - [Train] step: 219599, loss_rec: 0.002917, loss_vq: 0.005220, loss_commit: 0.005220, perplexity: 300.854248, lr: 0.000400
+2024-01-29 20:02:45,390 - INFO - [Train] step: 219699, loss_rec: 0.002990, loss_vq: 0.005464, loss_commit: 0.005464, perplexity: 304.406158, lr: 0.000400
+2024-01-29 20:02:54,114 - INFO - [Train] step: 219799, loss_rec: 0.002905, loss_vq: 0.005015, loss_commit: 0.005015, perplexity: 303.627380, lr: 0.000400
+2024-01-29 20:03:02,444 - INFO - [Train] step: 219899, loss_rec: 0.002923, loss_vq: 0.005073, loss_commit: 0.005073, perplexity: 299.433624, lr: 0.000400
+2024-01-29 20:03:10,775 - INFO - [Train] step: 219999, loss_rec: 0.002878, loss_vq: 0.004910, loss_commit: 0.004910, perplexity: 299.163635, lr: 0.000400
+2024-01-29 20:03:19,216 - INFO - [Train] step: 220099, loss_rec: 0.002933, loss_vq: 0.005061, loss_commit: 0.005061, perplexity: 303.678650, lr: 0.000400
+2024-01-29 20:03:27,546 - INFO - [Train] step: 220199, loss_rec: 0.003036, loss_vq: 0.005482, loss_commit: 0.005482, perplexity: 306.576050, lr: 0.000400
+2024-01-29 20:03:35,876 - INFO - [Train] step: 220299, loss_rec: 0.002883, loss_vq: 0.004776, loss_commit: 0.004776, perplexity: 300.871735, lr: 0.000400
+2024-01-29 20:03:44,530 - INFO - [Train] step: 220399, loss_rec: 0.002912, loss_vq: 0.005115, loss_commit: 0.005115, perplexity: 299.855133, lr: 0.000400
+2024-01-29 20:03:52,861 - INFO - [Train] step: 220499, loss_rec: 0.002852, loss_vq: 0.004989, loss_commit: 0.004989, perplexity: 302.285614, lr: 0.000400
+2024-01-29 20:04:01,191 - INFO - [Train] step: 220599, loss_rec: 0.003064, loss_vq: 0.005249, loss_commit: 0.005249, perplexity: 303.575836, lr: 0.000400
+2024-01-29 20:04:09,522 - INFO - [Train] step: 220699, loss_rec: 0.003072, loss_vq: 0.005529, loss_commit: 0.005529, perplexity: 308.091614, lr: 0.000400
+2024-01-29 20:04:17,853 - INFO - [Train] step: 220799, loss_rec: 0.003089, loss_vq: 0.005282, loss_commit: 0.005282, perplexity: 306.861511, lr: 0.000400
+2024-01-29 20:04:26,183 - INFO - [Train] step: 220899, loss_rec: 0.002871, loss_vq: 0.005421, loss_commit: 0.005421, perplexity: 300.256317, lr: 0.000400
+2024-01-29 20:04:34,882 - INFO - [Train] step: 220999, loss_rec: 0.002775, loss_vq: 0.004753, loss_commit: 0.004753, perplexity: 297.365906, lr: 0.000400
+2024-01-29 20:04:43,284 - INFO - [Train] step: 221099, loss_rec: 0.002815, loss_vq: 0.004945, loss_commit: 0.004945, perplexity: 298.290161, lr: 0.000400
+2024-01-29 20:04:51,616 - INFO - [Train] step: 221199, loss_rec: 0.002945, loss_vq: 0.005056, loss_commit: 0.005056, perplexity: 301.448456, lr: 0.000400
+2024-01-29 20:04:59,949 - INFO - [Train] step: 221299, loss_rec: 0.002870, loss_vq: 0.005048, loss_commit: 0.005048, perplexity: 297.179962, lr: 0.000400
+2024-01-29 20:05:08,279 - INFO - [Train] step: 221399, loss_rec: 0.003035, loss_vq: 0.005335, loss_commit: 0.005335, perplexity: 305.033539, lr: 0.000400
+2024-01-29 20:05:16,610 - INFO - [Train] step: 221499, loss_rec: 0.003033, loss_vq: 0.005351, loss_commit: 0.005351, perplexity: 303.919708, lr: 0.000400
+2024-01-29 20:05:24,938 - INFO - [Train] step: 221599, loss_rec: 0.002991, loss_vq: 0.005319, loss_commit: 0.005319, perplexity: 299.012604, lr: 0.000400
+2024-01-29 20:05:33,661 - INFO - [Train] step: 221699, loss_rec: 0.002919, loss_vq: 0.005335, loss_commit: 0.005335, perplexity: 300.302155, lr: 0.000400
+2024-01-29 20:05:41,992 - INFO - [Train] step: 221799, loss_rec: 0.002868, loss_vq: 0.005083, loss_commit: 0.005083, perplexity: 301.607208, lr: 0.000400
+2024-01-29 20:05:50,322 - INFO - [Train] step: 221899, loss_rec: 0.002857, loss_vq: 0.004959, loss_commit: 0.004959, perplexity: 301.919434, lr: 0.000400
+2024-01-29 20:05:58,653 - INFO - [Train] step: 221999, loss_rec: 0.002974, loss_vq: 0.005108, loss_commit: 0.005108, perplexity: 305.418671, lr: 0.000400
+2024-01-29 20:06:07,056 - INFO - [Train] step: 222099, loss_rec: 0.003093, loss_vq: 0.005043, loss_commit: 0.005043, perplexity: 302.101471, lr: 0.000400
+2024-01-29 20:06:15,387 - INFO - [Train] step: 222199, loss_rec: 0.002796, loss_vq: 0.005001, loss_commit: 0.005001, perplexity: 301.941162, lr: 0.000400
+2024-01-29 20:06:24,091 - INFO - [Train] step: 222299, loss_rec: 0.003028, loss_vq: 0.005555, loss_commit: 0.005555, perplexity: 306.210480, lr: 0.000400
+2024-01-29 20:06:32,422 - INFO - [Train] step: 222399, loss_rec: 0.003012, loss_vq: 0.005207, loss_commit: 0.005207, perplexity: 306.609802, lr: 0.000400
+2024-01-29 20:06:40,752 - INFO - [Train] step: 222499, loss_rec: 0.003125, loss_vq: 0.005318, loss_commit: 0.005318, perplexity: 308.678375, lr: 0.000400
+2024-01-29 20:06:49,083 - INFO - [Train] step: 222599, loss_rec: 0.002922, loss_vq: 0.005017, loss_commit: 0.005017, perplexity: 304.454651, lr: 0.000400
+2024-01-29 20:06:57,414 - INFO - [Train] step: 222699, loss_rec: 0.002992, loss_vq: 0.005326, loss_commit: 0.005326, perplexity: 303.417236, lr: 0.000400
+2024-01-29 20:07:05,744 - INFO - [Train] step: 222799, loss_rec: 0.002872, loss_vq: 0.005352, loss_commit: 0.005352, perplexity: 303.799744, lr: 0.000400
+2024-01-29 20:07:14,448 - INFO - [Train] step: 222899, loss_rec: 0.002882, loss_vq: 0.004867, loss_commit: 0.004867, perplexity: 300.967865, lr: 0.000400
+2024-01-29 20:07:22,779 - INFO - [Train] step: 222999, loss_rec: 0.003155, loss_vq: 0.006011, loss_commit: 0.006011, perplexity: 308.960052, lr: 0.000400
+2024-01-29 20:07:31,182 - INFO - [Train] step: 223099, loss_rec: 0.002977, loss_vq: 0.004869, loss_commit: 0.004869, perplexity: 304.841309, lr: 0.000400
+2024-01-29 20:07:39,513 - INFO - [Train] step: 223199, loss_rec: 0.003060, loss_vq: 0.005471, loss_commit: 0.005471, perplexity: 304.239288, lr: 0.000400
+2024-01-29 20:07:47,844 - INFO - [Train] step: 223299, loss_rec: 0.002822, loss_vq: 0.004869, loss_commit: 0.004869, perplexity: 304.383789, lr: 0.000400
+2024-01-29 20:07:56,175 - INFO - [Train] step: 223399, loss_rec: 0.002904, loss_vq: 0.004936, loss_commit: 0.004936, perplexity: 300.220245, lr: 0.000400
+2024-01-29 20:08:04,504 - INFO - [Train] step: 223499, loss_rec: 0.002972, loss_vq: 0.005145, loss_commit: 0.005145, perplexity: 305.180786, lr: 0.000400
+2024-01-29 20:08:13,216 - INFO - [Train] step: 223599, loss_rec: 0.002994, loss_vq: 0.005113, loss_commit: 0.005113, perplexity: 308.049164, lr: 0.000400
+2024-01-29 20:08:21,556 - INFO - [Train] step: 223699, loss_rec: 0.003013, loss_vq: 0.005061, loss_commit: 0.005061, perplexity: 305.772766, lr: 0.000400
+2024-01-29 20:08:29,897 - INFO - [Train] step: 223799, loss_rec: 0.002849, loss_vq: 0.004906, loss_commit: 0.004906, perplexity: 299.937225, lr: 0.000400
+2024-01-29 20:08:38,228 - INFO - [Train] step: 223899, loss_rec: 0.002776, loss_vq: 0.004719, loss_commit: 0.004719, perplexity: 296.435638, lr: 0.000400
+2024-01-29 20:08:46,558 - INFO - [Train] step: 223999, loss_rec: 0.002955, loss_vq: 0.005367, loss_commit: 0.005367, perplexity: 300.625366, lr: 0.000400
+2024-01-29 20:08:54,968 - INFO - [Train] step: 224099, loss_rec: 0.002967, loss_vq: 0.005086, loss_commit: 0.005086, perplexity: 308.370300, lr: 0.000400
+2024-01-29 20:09:03,689 - INFO - [Train] step: 224199, loss_rec: 0.003052, loss_vq: 0.005327, loss_commit: 0.005327, perplexity: 306.766266, lr: 0.000400
+2024-01-29 20:09:12,020 - INFO - [Train] step: 224299, loss_rec: 0.002933, loss_vq: 0.005204, loss_commit: 0.005204, perplexity: 305.188934, lr: 0.000400
+2024-01-29 20:09:20,351 - INFO - [Train] step: 224399, loss_rec: 0.003127, loss_vq: 0.005907, loss_commit: 0.005907, perplexity: 311.807007, lr: 0.000400
+2024-01-29 20:09:28,681 - INFO - [Train] step: 224499, loss_rec: 0.002945, loss_vq: 0.005189, loss_commit: 0.005189, perplexity: 307.369965, lr: 0.000400
+2024-01-29 20:09:37,012 - INFO - [Train] step: 224599, loss_rec: 0.002966, loss_vq: 0.005362, loss_commit: 0.005362, perplexity: 306.215454, lr: 0.000400
+2024-01-29 20:09:45,343 - INFO - [Train] step: 224699, loss_rec: 0.002961, loss_vq: 0.005307, loss_commit: 0.005307, perplexity: 305.661377, lr: 0.000400
+2024-01-29 20:09:54,013 - INFO - [Train] step: 224799, loss_rec: 0.003014, loss_vq: 0.005009, loss_commit: 0.005009, perplexity: 302.977142, lr: 0.000400
+2024-01-29 20:10:02,344 - INFO - [Train] step: 224899, loss_rec: 0.003134, loss_vq: 0.005871, loss_commit: 0.005871, perplexity: 310.866394, lr: 0.000400
+2024-01-29 20:10:10,678 - INFO - [Train] step: 224999, loss_rec: 0.002787, loss_vq: 0.005023, loss_commit: 0.005023, perplexity: 300.247162, lr: 0.000400
+2024-01-29 20:10:19,082 - INFO - [Train] step: 225099, loss_rec: 0.002920, loss_vq: 0.005048, loss_commit: 0.005048, perplexity: 303.361115, lr: 0.000400
+2024-01-29 20:10:27,416 - INFO - [Train] step: 225199, loss_rec: 0.002879, loss_vq: 0.005263, loss_commit: 0.005263, perplexity: 301.891510, lr: 0.000400
+2024-01-29 20:10:35,747 - INFO - [Train] step: 225299, loss_rec: 0.002797, loss_vq: 0.004707, loss_commit: 0.004707, perplexity: 302.201050, lr: 0.000400
+2024-01-29 20:10:44,079 - INFO - [Train] step: 225399, loss_rec: 0.002965, loss_vq: 0.005237, loss_commit: 0.005237, perplexity: 306.688599, lr: 0.000400
+2024-01-29 20:10:52,765 - INFO - [Train] step: 225499, loss_rec: 0.003104, loss_vq: 0.005911, loss_commit: 0.005911, perplexity: 309.705811, lr: 0.000400
+2024-01-29 20:11:01,095 - INFO - [Train] step: 225599, loss_rec: 0.002921, loss_vq: 0.004925, loss_commit: 0.004925, perplexity: 304.166016, lr: 0.000400
+2024-01-29 20:11:09,426 - INFO - [Train] step: 225699, loss_rec: 0.002857, loss_vq: 0.005054, loss_commit: 0.005054, perplexity: 303.307159, lr: 0.000400
+2024-01-29 20:11:17,756 - INFO - [Train] step: 225799, loss_rec: 0.002975, loss_vq: 0.005245, loss_commit: 0.005245, perplexity: 306.711731, lr: 0.000400
+2024-01-29 20:11:26,087 - INFO - [Train] step: 225899, loss_rec: 0.003154, loss_vq: 0.005883, loss_commit: 0.005883, perplexity: 310.632721, lr: 0.000400
+2024-01-29 20:11:34,418 - INFO - [Train] step: 225999, loss_rec: 0.003162, loss_vq: 0.005328, loss_commit: 0.005328, perplexity: 306.401245, lr: 0.000400
+2024-01-29 20:11:43,318 - INFO - [Train] step: 226099, loss_rec: 0.002964, loss_vq: 0.005185, loss_commit: 0.005185, perplexity: 304.913300, lr: 0.000400
+2024-01-29 20:11:51,649 - INFO - [Train] step: 226199, loss_rec: 0.002749, loss_vq: 0.004796, loss_commit: 0.004796, perplexity: 305.659485, lr: 0.000400
+2024-01-29 20:11:59,980 - INFO - [Train] step: 226299, loss_rec: 0.003020, loss_vq: 0.005390, loss_commit: 0.005390, perplexity: 311.099030, lr: 0.000400
+2024-01-29 20:12:08,310 - INFO - [Train] step: 226399, loss_rec: 0.002961, loss_vq: 0.005480, loss_commit: 0.005480, perplexity: 307.278809, lr: 0.000400
+2024-01-29 20:12:16,641 - INFO - [Train] step: 226499, loss_rec: 0.002879, loss_vq: 0.005167, loss_commit: 0.005167, perplexity: 307.980591, lr: 0.000400
+2024-01-29 20:12:24,972 - INFO - [Train] step: 226599, loss_rec: 0.002836, loss_vq: 0.005372, loss_commit: 0.005372, perplexity: 304.425323, lr: 0.000400
+2024-01-29 20:12:33,641 - INFO - [Train] step: 226699, loss_rec: 0.002959, loss_vq: 0.005452, loss_commit: 0.005452, perplexity: 310.149902, lr: 0.000400
+2024-01-29 20:12:41,973 - INFO - [Train] step: 226799, loss_rec: 0.002984, loss_vq: 0.005342, loss_commit: 0.005342, perplexity: 306.046112, lr: 0.000400
+2024-01-29 20:12:50,304 - INFO - [Train] step: 226899, loss_rec: 0.002957, loss_vq: 0.005098, loss_commit: 0.005098, perplexity: 307.457916, lr: 0.000400
+2024-01-29 20:12:58,634 - INFO - [Train] step: 226999, loss_rec: 0.002937, loss_vq: 0.005151, loss_commit: 0.005151, perplexity: 308.065063, lr: 0.000400
+2024-01-29 20:13:07,035 - INFO - [Train] step: 227099, loss_rec: 0.002967, loss_vq: 0.005362, loss_commit: 0.005362, perplexity: 305.935242, lr: 0.000400
+2024-01-29 20:13:15,368 - INFO - [Train] step: 227199, loss_rec: 0.003001, loss_vq: 0.005152, loss_commit: 0.005152, perplexity: 309.999420, lr: 0.000400
+2024-01-29 20:13:23,702 - INFO - [Train] step: 227299, loss_rec: 0.002819, loss_vq: 0.004859, loss_commit: 0.004859, perplexity: 300.974182, lr: 0.000400
+2024-01-29 20:13:32,371 - INFO - [Train] step: 227399, loss_rec: 0.002911, loss_vq: 0.005267, loss_commit: 0.005267, perplexity: 308.292664, lr: 0.000400
+2024-01-29 20:13:40,701 - INFO - [Train] step: 227499, loss_rec: 0.003148, loss_vq: 0.005105, loss_commit: 0.005105, perplexity: 306.475616, lr: 0.000400
+2024-01-29 20:13:49,032 - INFO - [Train] step: 227599, loss_rec: 0.002943, loss_vq: 0.005017, loss_commit: 0.005017, perplexity: 308.121307, lr: 0.000400
+2024-01-29 20:13:57,363 - INFO - [Train] step: 227699, loss_rec: 0.002853, loss_vq: 0.004965, loss_commit: 0.004965, perplexity: 303.741211, lr: 0.000400
+2024-01-29 20:14:05,696 - INFO - [Train] step: 227799, loss_rec: 0.003068, loss_vq: 0.006260, loss_commit: 0.006260, perplexity: 306.206116, lr: 0.000400
+2024-01-29 20:14:14,027 - INFO - [Train] step: 227899, loss_rec: 0.002917, loss_vq: 0.005054, loss_commit: 0.005054, perplexity: 305.925018, lr: 0.000400
+2024-01-29 20:14:22,702 - INFO - [Train] step: 227999, loss_rec: 0.003157, loss_vq: 0.005259, loss_commit: 0.005259, perplexity: 308.704834, lr: 0.000400
+2024-01-29 20:14:31,105 - INFO - [Train] step: 228099, loss_rec: 0.002889, loss_vq: 0.005023, loss_commit: 0.005023, perplexity: 304.580963, lr: 0.000400
+2024-01-29 20:14:39,436 - INFO - [Train] step: 228199, loss_rec: 0.002985, loss_vq: 0.004974, loss_commit: 0.004974, perplexity: 308.637146, lr: 0.000400
+2024-01-29 20:14:47,767 - INFO - [Train] step: 228299, loss_rec: 0.003042, loss_vq: 0.005384, loss_commit: 0.005384, perplexity: 306.382263, lr: 0.000400
+2024-01-29 20:14:56,097 - INFO - [Train] step: 228399, loss_rec: 0.002919, loss_vq: 0.005954, loss_commit: 0.005954, perplexity: 308.138916, lr: 0.000400
+2024-01-29 20:15:04,428 - INFO - [Train] step: 228499, loss_rec: 0.002844, loss_vq: 0.004690, loss_commit: 0.004690, perplexity: 303.620880, lr: 0.000400
+2024-01-29 20:15:12,774 - INFO - [Train] step: 228599, loss_rec: 0.002970, loss_vq: 0.005426, loss_commit: 0.005426, perplexity: 309.248199, lr: 0.000400
+2024-01-29 20:15:21,436 - INFO - [Train] step: 228699, loss_rec: 0.003170, loss_vq: 0.005938, loss_commit: 0.005938, perplexity: 313.130859, lr: 0.000400
+2024-01-29 20:15:29,767 - INFO - [Train] step: 228799, loss_rec: 0.002889, loss_vq: 0.004985, loss_commit: 0.004985, perplexity: 305.226044, lr: 0.000400
+2024-01-29 20:15:38,097 - INFO - [Train] step: 228899, loss_rec: 0.003039, loss_vq: 0.005060, loss_commit: 0.005060, perplexity: 308.251801, lr: 0.000400
+2024-01-29 20:15:46,428 - INFO - [Train] step: 228999, loss_rec: 0.002964, loss_vq: 0.004963, loss_commit: 0.004963, perplexity: 303.981445, lr: 0.000400
+2024-01-29 20:15:54,835 - INFO - [Train] step: 229099, loss_rec: 0.002951, loss_vq: 0.005450, loss_commit: 0.005450, perplexity: 307.136444, lr: 0.000400
+2024-01-29 20:16:03,176 - INFO - [Train] step: 229199, loss_rec: 0.002935, loss_vq: 0.004924, loss_commit: 0.004924, perplexity: 306.954010, lr: 0.000400
+2024-01-29 20:16:11,900 - INFO - [Train] step: 229299, loss_rec: 0.002979, loss_vq: 0.005493, loss_commit: 0.005493, perplexity: 307.394745, lr: 0.000400
+2024-01-29 20:16:20,231 - INFO - [Train] step: 229399, loss_rec: 0.002995, loss_vq: 0.005382, loss_commit: 0.005382, perplexity: 311.774902, lr: 0.000400
+2024-01-29 20:16:28,562 - INFO - [Train] step: 229499, loss_rec: 0.003046, loss_vq: 0.005031, loss_commit: 0.005031, perplexity: 307.249207, lr: 0.000400
+2024-01-29 20:16:36,892 - INFO - [Train] step: 229599, loss_rec: 0.002861, loss_vq: 0.004934, loss_commit: 0.004934, perplexity: 303.748444, lr: 0.000400
+2024-01-29 20:16:45,223 - INFO - [Train] step: 229699, loss_rec: 0.002861, loss_vq: 0.005186, loss_commit: 0.005186, perplexity: 305.719696, lr: 0.000400
+2024-01-29 20:16:53,553 - INFO - [Train] step: 229799, loss_rec: 0.002841, loss_vq: 0.005013, loss_commit: 0.005013, perplexity: 302.795746, lr: 0.000400
+2024-01-29 20:17:02,262 - INFO - [Train] step: 229899, loss_rec: 0.002932, loss_vq: 0.004883, loss_commit: 0.004883, perplexity: 306.614349, lr: 0.000400
+2024-01-29 20:17:10,595 - INFO - [Train] step: 229999, loss_rec: 0.002864, loss_vq: 0.004955, loss_commit: 0.004955, perplexity: 305.013489, lr: 0.000400
+2024-01-29 20:17:19,035 - INFO - [Train] step: 230099, loss_rec: 0.002971, loss_vq: 0.005046, loss_commit: 0.005046, perplexity: 309.622406, lr: 0.000400
+2024-01-29 20:17:27,366 - INFO - [Train] step: 230199, loss_rec: 0.003054, loss_vq: 0.006085, loss_commit: 0.006085, perplexity: 309.943085, lr: 0.000400
+2024-01-29 20:17:35,697 - INFO - [Train] step: 230299, loss_rec: 0.002960, loss_vq: 0.005315, loss_commit: 0.005315, perplexity: 305.206116, lr: 0.000400
+2024-01-29 20:17:44,028 - INFO - [Train] step: 230399, loss_rec: 0.002988, loss_vq: 0.005218, loss_commit: 0.005218, perplexity: 312.449524, lr: 0.000400
+2024-01-29 20:17:52,353 - INFO - [Train] step: 230499, loss_rec: 0.002923, loss_vq: 0.005177, loss_commit: 0.005177, perplexity: 309.385651, lr: 0.000400
+2024-01-29 20:18:01,006 - INFO - [Train] step: 230599, loss_rec: 0.002960, loss_vq: 0.005342, loss_commit: 0.005342, perplexity: 311.680511, lr: 0.000400
+2024-01-29 20:18:09,336 - INFO - [Train] step: 230699, loss_rec: 0.003032, loss_vq: 0.005508, loss_commit: 0.005508, perplexity: 308.329987, lr: 0.000400
+2024-01-29 20:18:17,667 - INFO - [Train] step: 230799, loss_rec: 0.002850, loss_vq: 0.004653, loss_commit: 0.004653, perplexity: 301.432678, lr: 0.000400
+2024-01-29 20:18:25,998 - INFO - [Train] step: 230899, loss_rec: 0.002829, loss_vq: 0.004922, loss_commit: 0.004922, perplexity: 301.717377, lr: 0.000400
+2024-01-29 20:18:34,329 - INFO - [Train] step: 230999, loss_rec: 0.002956, loss_vq: 0.005366, loss_commit: 0.005366, perplexity: 309.777466, lr: 0.000400
+2024-01-29 20:18:42,735 - INFO - [Train] step: 231099, loss_rec: 0.002882, loss_vq: 0.005167, loss_commit: 0.005167, perplexity: 308.384125, lr: 0.000400
+2024-01-29 20:18:51,467 - INFO - [Train] step: 231199, loss_rec: 0.002840, loss_vq: 0.005159, loss_commit: 0.005159, perplexity: 305.057709, lr: 0.000400
+2024-01-29 20:18:59,797 - INFO - [Train] step: 231299, loss_rec: 0.002849, loss_vq: 0.005148, loss_commit: 0.005148, perplexity: 308.398956, lr: 0.000400
+2024-01-29 20:19:08,128 - INFO - [Train] step: 231399, loss_rec: 0.002908, loss_vq: 0.005527, loss_commit: 0.005527, perplexity: 307.778015, lr: 0.000400
+2024-01-29 20:19:16,459 - INFO - [Train] step: 231499, loss_rec: 0.002982, loss_vq: 0.005207, loss_commit: 0.005207, perplexity: 313.126678, lr: 0.000400
+2024-01-29 20:19:24,790 - INFO - [Train] step: 231599, loss_rec: 0.002939, loss_vq: 0.005049, loss_commit: 0.005049, perplexity: 312.578888, lr: 0.000400
+2024-01-29 20:19:33,120 - INFO - [Train] step: 231699, loss_rec: 0.003043, loss_vq: 0.005538, loss_commit: 0.005538, perplexity: 313.456970, lr: 0.000400
+2024-01-29 20:19:41,771 - INFO - [Train] step: 231799, loss_rec: 0.002893, loss_vq: 0.004919, loss_commit: 0.004919, perplexity: 305.807922, lr: 0.000400
+2024-01-29 20:19:50,102 - INFO - [Train] step: 231899, loss_rec: 0.002926, loss_vq: 0.005114, loss_commit: 0.005114, perplexity: 306.865173, lr: 0.000400
+2024-01-29 20:19:58,432 - INFO - [Train] step: 231999, loss_rec: 0.002862, loss_vq: 0.005078, loss_commit: 0.005078, perplexity: 305.631927, lr: 0.000400
+2024-01-29 20:20:06,836 - INFO - [Train] step: 232099, loss_rec: 0.002832, loss_vq: 0.004951, loss_commit: 0.004951, perplexity: 305.849182, lr: 0.000400
+2024-01-29 20:20:15,167 - INFO - [Train] step: 232199, loss_rec: 0.002946, loss_vq: 0.005123, loss_commit: 0.005123, perplexity: 309.754700, lr: 0.000400
+2024-01-29 20:20:23,498 - INFO - [Train] step: 232299, loss_rec: 0.002831, loss_vq: 0.004896, loss_commit: 0.004896, perplexity: 306.936615, lr: 0.000400
+2024-01-29 20:20:31,825 - INFO - [Train] step: 232399, loss_rec: 0.002935, loss_vq: 0.005341, loss_commit: 0.005341, perplexity: 304.135132, lr: 0.000400
+2024-01-29 20:20:40,523 - INFO - [Train] step: 232499, loss_rec: 0.002933, loss_vq: 0.005327, loss_commit: 0.005327, perplexity: 307.579498, lr: 0.000400
+2024-01-29 20:20:48,853 - INFO - [Train] step: 232599, loss_rec: 0.003000, loss_vq: 0.005157, loss_commit: 0.005157, perplexity: 309.119659, lr: 0.000400
+2024-01-29 20:20:57,184 - INFO - [Train] step: 232699, loss_rec: 0.003084, loss_vq: 0.005374, loss_commit: 0.005374, perplexity: 314.744873, lr: 0.000400
+2024-01-29 20:21:05,515 - INFO - [Train] step: 232799, loss_rec: 0.003071, loss_vq: 0.005459, loss_commit: 0.005459, perplexity: 314.165649, lr: 0.000400
+2024-01-29 20:21:13,846 - INFO - [Train] step: 232899, loss_rec: 0.002868, loss_vq: 0.004957, loss_commit: 0.004957, perplexity: 308.869446, lr: 0.000400
+2024-01-29 20:21:22,176 - INFO - [Train] step: 232999, loss_rec: 0.002892, loss_vq: 0.005058, loss_commit: 0.005058, perplexity: 304.769104, lr: 0.000400
+2024-01-29 20:21:30,924 - INFO - [Train] step: 233099, loss_rec: 0.002938, loss_vq: 0.005356, loss_commit: 0.005356, perplexity: 306.363251, lr: 0.000400
+2024-01-29 20:21:39,258 - INFO - [Train] step: 233199, loss_rec: 0.002862, loss_vq: 0.004932, loss_commit: 0.004932, perplexity: 307.062927, lr: 0.000400
+2024-01-29 20:21:47,592 - INFO - [Train] step: 233299, loss_rec: 0.002974, loss_vq: 0.005184, loss_commit: 0.005184, perplexity: 305.860565, lr: 0.000400
+2024-01-29 20:21:55,922 - INFO - [Train] step: 233399, loss_rec: 0.002988, loss_vq: 0.005265, loss_commit: 0.005265, perplexity: 308.842957, lr: 0.000400
+2024-01-29 20:22:04,257 - INFO - [Train] step: 233499, loss_rec: 0.002992, loss_vq: 0.006241, loss_commit: 0.006241, perplexity: 310.342377, lr: 0.000400
+2024-01-29 20:22:12,589 - INFO - [Train] step: 233599, loss_rec: 0.002881, loss_vq: 0.004694, loss_commit: 0.004694, perplexity: 307.506012, lr: 0.000400
+2024-01-29 20:22:21,330 - INFO - [Train] step: 233699, loss_rec: 0.002854, loss_vq: 0.004975, loss_commit: 0.004975, perplexity: 306.133972, lr: 0.000400
+2024-01-29 20:22:29,662 - INFO - [Train] step: 233799, loss_rec: 0.002840, loss_vq: 0.004934, loss_commit: 0.004934, perplexity: 306.203308, lr: 0.000400
+2024-01-29 20:22:37,994 - INFO - [Train] step: 233899, loss_rec: 0.002864, loss_vq: 0.004844, loss_commit: 0.004844, perplexity: 309.416656, lr: 0.000400
+2024-01-29 20:22:46,325 - INFO - [Train] step: 233999, loss_rec: 0.003031, loss_vq: 0.005194, loss_commit: 0.005194, perplexity: 308.458221, lr: 0.000400
+2024-01-29 20:22:54,730 - INFO - [Train] step: 234099, loss_rec: 0.002917, loss_vq: 0.005275, loss_commit: 0.005275, perplexity: 308.018921, lr: 0.000400
+2024-01-29 20:23:03,062 - INFO - [Train] step: 234199, loss_rec: 0.002839, loss_vq: 0.004835, loss_commit: 0.004835, perplexity: 303.734833, lr: 0.000400
+2024-01-29 20:23:11,392 - INFO - [Train] step: 234299, loss_rec: 0.002963, loss_vq: 0.004942, loss_commit: 0.004942, perplexity: 312.635681, lr: 0.000400
+2024-01-29 20:23:20,085 - INFO - [Train] step: 234399, loss_rec: 0.002861, loss_vq: 0.004889, loss_commit: 0.004889, perplexity: 306.622681, lr: 0.000400
+2024-01-29 20:23:28,416 - INFO - [Train] step: 234499, loss_rec: 0.002940, loss_vq: 0.005161, loss_commit: 0.005161, perplexity: 308.574738, lr: 0.000400
+2024-01-29 20:23:36,748 - INFO - [Train] step: 234599, loss_rec: 0.003012, loss_vq: 0.005227, loss_commit: 0.005227, perplexity: 310.081909, lr: 0.000400
+2024-01-29 20:23:45,080 - INFO - [Train] step: 234699, loss_rec: 0.003029, loss_vq: 0.005399, loss_commit: 0.005399, perplexity: 312.753021, lr: 0.000400
+2024-01-29 20:23:53,412 - INFO - [Train] step: 234799, loss_rec: 0.002971, loss_vq: 0.005041, loss_commit: 0.005041, perplexity: 307.642120, lr: 0.000400
+2024-01-29 20:24:01,743 - INFO - [Train] step: 234899, loss_rec: 0.002829, loss_vq: 0.004799, loss_commit: 0.004799, perplexity: 306.676636, lr: 0.000400
+2024-01-29 20:24:10,398 - INFO - [Train] step: 234999, loss_rec: 0.003069, loss_vq: 0.005422, loss_commit: 0.005422, perplexity: 314.248810, lr: 0.000400
+2024-01-29 20:24:18,803 - INFO - [Train] step: 235099, loss_rec: 0.002948, loss_vq: 0.004950, loss_commit: 0.004950, perplexity: 309.580017, lr: 0.000400
+2024-01-29 20:24:27,134 - INFO - [Train] step: 235199, loss_rec: 0.002897, loss_vq: 0.005022, loss_commit: 0.005022, perplexity: 307.576416, lr: 0.000400
+2024-01-29 20:24:35,466 - INFO - [Train] step: 235299, loss_rec: 0.002824, loss_vq: 0.004821, loss_commit: 0.004821, perplexity: 305.829773, lr: 0.000400
+2024-01-29 20:24:43,797 - INFO - [Train] step: 235399, loss_rec: 0.003019, loss_vq: 0.005234, loss_commit: 0.005234, perplexity: 311.725983, lr: 0.000400
+2024-01-29 20:24:52,129 - INFO - [Train] step: 235499, loss_rec: 0.002951, loss_vq: 0.005432, loss_commit: 0.005432, perplexity: 313.106232, lr: 0.000400
+2024-01-29 20:25:00,826 - INFO - [Train] step: 235599, loss_rec: 0.002942, loss_vq: 0.005146, loss_commit: 0.005146, perplexity: 311.850708, lr: 0.000400
+2024-01-29 20:25:09,162 - INFO - [Train] step: 235699, loss_rec: 0.002938, loss_vq: 0.005260, loss_commit: 0.005260, perplexity: 310.869049, lr: 0.000400
+2024-01-29 20:25:17,493 - INFO - [Train] step: 235799, loss_rec: 0.002947, loss_vq: 0.005278, loss_commit: 0.005278, perplexity: 312.534607, lr: 0.000400
+2024-01-29 20:25:25,824 - INFO - [Train] step: 235899, loss_rec: 0.002906, loss_vq: 0.005173, loss_commit: 0.005173, perplexity: 310.690796, lr: 0.000400
+2024-01-29 20:25:34,156 - INFO - [Train] step: 235999, loss_rec: 0.002816, loss_vq: 0.004946, loss_commit: 0.004946, perplexity: 307.903198, lr: 0.000400
+2024-01-29 20:25:42,564 - INFO - [Train] step: 236099, loss_rec: 0.002976, loss_vq: 0.005128, loss_commit: 0.005128, perplexity: 312.318298, lr: 0.000400
+2024-01-29 20:25:50,895 - INFO - [Train] step: 236199, loss_rec: 0.002826, loss_vq: 0.004909, loss_commit: 0.004909, perplexity: 308.132172, lr: 0.000400
+2024-01-29 20:25:59,570 - INFO - [Train] step: 236299, loss_rec: 0.003033, loss_vq: 0.005332, loss_commit: 0.005332, perplexity: 315.131714, lr: 0.000400
+2024-01-29 20:26:07,902 - INFO - [Train] step: 236399, loss_rec: 0.002859, loss_vq: 0.004811, loss_commit: 0.004811, perplexity: 305.983368, lr: 0.000400
+2024-01-29 20:26:16,237 - INFO - [Train] step: 236499, loss_rec: 0.002981, loss_vq: 0.005092, loss_commit: 0.005092, perplexity: 309.516113, lr: 0.000400
+2024-01-29 20:26:24,568 - INFO - [Train] step: 236599, loss_rec: 0.002833, loss_vq: 0.005226, loss_commit: 0.005226, perplexity: 312.224792, lr: 0.000400
+2024-01-29 20:26:32,899 - INFO - [Train] step: 236699, loss_rec: 0.002774, loss_vq: 0.004805, loss_commit: 0.004805, perplexity: 306.738068, lr: 0.000400
+2024-01-29 20:26:41,231 - INFO - [Train] step: 236799, loss_rec: 0.003116, loss_vq: 0.005999, loss_commit: 0.005999, perplexity: 314.187225, lr: 0.000400
+2024-01-29 20:26:49,972 - INFO - [Train] step: 236899, loss_rec: 0.002775, loss_vq: 0.004716, loss_commit: 0.004716, perplexity: 308.754608, lr: 0.000400
+2024-01-29 20:26:58,303 - INFO - [Train] step: 236999, loss_rec: 0.002826, loss_vq: 0.004699, loss_commit: 0.004699, perplexity: 306.872345, lr: 0.000400
+2024-01-29 20:27:06,705 - INFO - [Train] step: 237099, loss_rec: 0.002958, loss_vq: 0.005316, loss_commit: 0.005316, perplexity: 310.974152, lr: 0.000400
+2024-01-29 20:27:15,036 - INFO - [Train] step: 237199, loss_rec: 0.002951, loss_vq: 0.004885, loss_commit: 0.004885, perplexity: 312.012390, lr: 0.000400
+2024-01-29 20:27:23,371 - INFO - [Train] step: 237299, loss_rec: 0.003005, loss_vq: 0.004904, loss_commit: 0.004904, perplexity: 309.403809, lr: 0.000400
+2024-01-29 20:27:31,703 - INFO - [Train] step: 237399, loss_rec: 0.003054, loss_vq: 0.005290, loss_commit: 0.005290, perplexity: 311.610046, lr: 0.000400
+2024-01-29 20:27:40,427 - INFO - [Train] step: 237499, loss_rec: 0.002984, loss_vq: 0.005476, loss_commit: 0.005476, perplexity: 317.158691, lr: 0.000400
+2024-01-29 20:27:48,758 - INFO - [Train] step: 237599, loss_rec: 0.003058, loss_vq: 0.005483, loss_commit: 0.005483, perplexity: 312.666077, lr: 0.000400
+2024-01-29 20:27:57,090 - INFO - [Train] step: 237699, loss_rec: 0.002928, loss_vq: 0.005038, loss_commit: 0.005038, perplexity: 310.195312, lr: 0.000400
+2024-01-29 20:28:05,421 - INFO - [Train] step: 237799, loss_rec: 0.002891, loss_vq: 0.005161, loss_commit: 0.005161, perplexity: 310.849335, lr: 0.000400
+2024-01-29 20:28:13,753 - INFO - [Train] step: 237899, loss_rec: 0.002976, loss_vq: 0.005171, loss_commit: 0.005171, perplexity: 312.118195, lr: 0.000400
+2024-01-29 20:28:22,084 - INFO - [Train] step: 237999, loss_rec: 0.002898, loss_vq: 0.005037, loss_commit: 0.005037, perplexity: 312.014496, lr: 0.000400
+2024-01-29 20:28:30,489 - INFO - [Train] step: 238099, loss_rec: 0.003063, loss_vq: 0.005225, loss_commit: 0.005225, perplexity: 313.125183, lr: 0.000400
+2024-01-29 20:28:39,143 - INFO - [Train] step: 238199, loss_rec: 0.002833, loss_vq: 0.004844, loss_commit: 0.004844, perplexity: 309.827972, lr: 0.000400
+2024-01-29 20:28:47,474 - INFO - [Train] step: 238299, loss_rec: 0.002886, loss_vq: 0.005042, loss_commit: 0.005042, perplexity: 310.670624, lr: 0.000400
+2024-01-29 20:28:55,805 - INFO - [Train] step: 238399, loss_rec: 0.002928, loss_vq: 0.005113, loss_commit: 0.005113, perplexity: 310.446716, lr: 0.000400
+2024-01-29 20:29:04,137 - INFO - [Train] step: 238499, loss_rec: 0.002925, loss_vq: 0.005251, loss_commit: 0.005251, perplexity: 310.728119, lr: 0.000400
+2024-01-29 20:29:12,468 - INFO - [Train] step: 238599, loss_rec: 0.002930, loss_vq: 0.004900, loss_commit: 0.004900, perplexity: 308.749451, lr: 0.000400
+2024-01-29 20:29:20,799 - INFO - [Train] step: 238699, loss_rec: 0.002959, loss_vq: 0.004985, loss_commit: 0.004985, perplexity: 312.640289, lr: 0.000400
+2024-01-29 20:29:29,474 - INFO - [Train] step: 238799, loss_rec: 0.002811, loss_vq: 0.004782, loss_commit: 0.004782, perplexity: 307.948120, lr: 0.000400
+2024-01-29 20:29:37,805 - INFO - [Train] step: 238899, loss_rec: 0.002886, loss_vq: 0.005131, loss_commit: 0.005131, perplexity: 313.144135, lr: 0.000400
+2024-01-29 20:29:46,136 - INFO - [Train] step: 238999, loss_rec: 0.002939, loss_vq: 0.005355, loss_commit: 0.005355, perplexity: 309.343323, lr: 0.000400
+2024-01-29 20:29:54,541 - INFO - [Train] step: 239099, loss_rec: 0.002985, loss_vq: 0.005135, loss_commit: 0.005135, perplexity: 312.908752, lr: 0.000400
+2024-01-29 20:30:02,872 - INFO - [Train] step: 239199, loss_rec: 0.002933, loss_vq: 0.005754, loss_commit: 0.005754, perplexity: 309.784241, lr: 0.000400
+2024-01-29 20:30:11,203 - INFO - [Train] step: 239299, loss_rec: 0.002911, loss_vq: 0.004948, loss_commit: 0.004948, perplexity: 309.234650, lr: 0.000400
+2024-01-29 20:30:19,886 - INFO - [Train] step: 239399, loss_rec: 0.002946, loss_vq: 0.005118, loss_commit: 0.005118, perplexity: 310.944397, lr: 0.000400
+2024-01-29 20:30:28,216 - INFO - [Train] step: 239499, loss_rec: 0.002886, loss_vq: 0.005082, loss_commit: 0.005082, perplexity: 310.304657, lr: 0.000400
+2024-01-29 20:30:36,547 - INFO - [Train] step: 239599, loss_rec: 0.002777, loss_vq: 0.004623, loss_commit: 0.004623, perplexity: 305.375854, lr: 0.000400
+2024-01-29 20:30:44,878 - INFO - [Train] step: 239699, loss_rec: 0.003075, loss_vq: 0.005499, loss_commit: 0.005499, perplexity: 317.712860, lr: 0.000400
+2024-01-29 20:30:53,209 - INFO - [Train] step: 239799, loss_rec: 0.002962, loss_vq: 0.005402, loss_commit: 0.005402, perplexity: 315.671936, lr: 0.000400
+2024-01-29 20:31:01,541 - INFO - [Train] step: 239899, loss_rec: 0.002971, loss_vq: 0.005137, loss_commit: 0.005137, perplexity: 313.806030, lr: 0.000400
+2024-01-29 20:31:09,874 - INFO - [Train] step: 239999, loss_rec: 0.002980, loss_vq: 0.004908, loss_commit: 0.004908, perplexity: 309.382141, lr: 0.000400
+2024-01-29 20:31:18,679 - INFO - [Train] step: 240099, loss_rec: 0.002847, loss_vq: 0.005295, loss_commit: 0.005295, perplexity: 311.584198, lr: 0.000400
+2024-01-29 20:31:27,009 - INFO - [Train] step: 240199, loss_rec: 0.003045, loss_vq: 0.005910, loss_commit: 0.005910, perplexity: 318.358429, lr: 0.000400
+2024-01-29 20:31:35,342 - INFO - [Train] step: 240299, loss_rec: 0.002930, loss_vq: 0.004983, loss_commit: 0.004983, perplexity: 312.930542, lr: 0.000400
+2024-01-29 20:31:43,672 - INFO - [Train] step: 240399, loss_rec: 0.002869, loss_vq: 0.005059, loss_commit: 0.005059, perplexity: 308.600922, lr: 0.000400
+2024-01-29 20:31:52,004 - INFO - [Train] step: 240499, loss_rec: 0.002943, loss_vq: 0.005040, loss_commit: 0.005040, perplexity: 310.691071, lr: 0.000400
+2024-01-29 20:32:00,336 - INFO - [Train] step: 240599, loss_rec: 0.002876, loss_vq: 0.004795, loss_commit: 0.004795, perplexity: 308.332367, lr: 0.000400
+2024-01-29 20:32:09,028 - INFO - [Train] step: 240699, loss_rec: 0.003109, loss_vq: 0.005823, loss_commit: 0.005823, perplexity: 318.582581, lr: 0.000400
+2024-01-29 20:32:17,361 - INFO - [Train] step: 240799, loss_rec: 0.002948, loss_vq: 0.005134, loss_commit: 0.005134, perplexity: 313.153259, lr: 0.000400
+2024-01-29 20:32:25,692 - INFO - [Train] step: 240899, loss_rec: 0.002879, loss_vq: 0.005003, loss_commit: 0.005003, perplexity: 312.677124, lr: 0.000400
+2024-01-29 20:32:34,023 - INFO - [Train] step: 240999, loss_rec: 0.002842, loss_vq: 0.004841, loss_commit: 0.004841, perplexity: 311.479919, lr: 0.000400
+2024-01-29 20:32:42,429 - INFO - [Train] step: 241099, loss_rec: 0.002960, loss_vq: 0.004891, loss_commit: 0.004891, perplexity: 309.562469, lr: 0.000400
+2024-01-29 20:32:50,763 - INFO - [Train] step: 241199, loss_rec: 0.003003, loss_vq: 0.005051, loss_commit: 0.005051, perplexity: 313.626373, lr: 0.000400
+2024-01-29 20:32:59,109 - INFO - [Train] step: 241299, loss_rec: 0.002928, loss_vq: 0.005179, loss_commit: 0.005179, perplexity: 313.775360, lr: 0.000400
+2024-01-29 20:33:07,785 - INFO - [Train] step: 241399, loss_rec: 0.002795, loss_vq: 0.005112, loss_commit: 0.005112, perplexity: 312.913696, lr: 0.000400
+2024-01-29 20:33:16,116 - INFO - [Train] step: 241499, loss_rec: 0.003084, loss_vq: 0.005483, loss_commit: 0.005483, perplexity: 314.336639, lr: 0.000400
+2024-01-29 20:33:24,446 - INFO - [Train] step: 241599, loss_rec: 0.002808, loss_vq: 0.005005, loss_commit: 0.005005, perplexity: 310.119324, lr: 0.000400
+2024-01-29 20:33:32,778 - INFO - [Train] step: 241699, loss_rec: 0.002813, loss_vq: 0.004962, loss_commit: 0.004962, perplexity: 312.362091, lr: 0.000400
+2024-01-29 20:33:41,109 - INFO - [Train] step: 241799, loss_rec: 0.002999, loss_vq: 0.005543, loss_commit: 0.005543, perplexity: 311.828857, lr: 0.000400
+2024-01-29 20:33:49,440 - INFO - [Train] step: 241899, loss_rec: 0.002961, loss_vq: 0.004972, loss_commit: 0.004972, perplexity: 314.577148, lr: 0.000400
+2024-01-29 20:33:58,111 - INFO - [Train] step: 241999, loss_rec: 0.002867, loss_vq: 0.004944, loss_commit: 0.004944, perplexity: 309.234650, lr: 0.000400
+2024-01-29 20:34:06,516 - INFO - [Train] step: 242099, loss_rec: 0.003041, loss_vq: 0.005637, loss_commit: 0.005637, perplexity: 316.354553, lr: 0.000400
+2024-01-29 20:34:14,847 - INFO - [Train] step: 242199, loss_rec: 0.003044, loss_vq: 0.005334, loss_commit: 0.005334, perplexity: 312.606018, lr: 0.000400
+2024-01-29 20:34:23,178 - INFO - [Train] step: 242299, loss_rec: 0.002956, loss_vq: 0.005441, loss_commit: 0.005441, perplexity: 311.775055, lr: 0.000400
+2024-01-29 20:34:31,513 - INFO - [Train] step: 242399, loss_rec: 0.002843, loss_vq: 0.005007, loss_commit: 0.005007, perplexity: 307.368805, lr: 0.000400
+2024-01-29 20:34:39,843 - INFO - [Train] step: 242499, loss_rec: 0.003033, loss_vq: 0.005262, loss_commit: 0.005262, perplexity: 307.884552, lr: 0.000400
+2024-01-29 20:34:48,491 - INFO - [Train] step: 242599, loss_rec: 0.002917, loss_vq: 0.005064, loss_commit: 0.005064, perplexity: 312.601532, lr: 0.000400
+2024-01-29 20:34:56,822 - INFO - [Train] step: 242699, loss_rec: 0.002879, loss_vq: 0.005291, loss_commit: 0.005291, perplexity: 314.528259, lr: 0.000400
+2024-01-29 20:35:05,153 - INFO - [Train] step: 242799, loss_rec: 0.002896, loss_vq: 0.004960, loss_commit: 0.004960, perplexity: 312.527618, lr: 0.000400
+2024-01-29 20:35:13,485 - INFO - [Train] step: 242899, loss_rec: 0.002787, loss_vq: 0.004963, loss_commit: 0.004963, perplexity: 313.052612, lr: 0.000400
+2024-01-29 20:35:21,816 - INFO - [Train] step: 242999, loss_rec: 0.002778, loss_vq: 0.004693, loss_commit: 0.004693, perplexity: 307.663971, lr: 0.000400
+2024-01-29 20:35:30,220 - INFO - [Train] step: 243099, loss_rec: 0.002891, loss_vq: 0.004785, loss_commit: 0.004785, perplexity: 310.549194, lr: 0.000400
+2024-01-29 20:35:38,546 - INFO - [Train] step: 243199, loss_rec: 0.002903, loss_vq: 0.005424, loss_commit: 0.005424, perplexity: 314.345459, lr: 0.000400
+2024-01-29 20:35:47,212 - INFO - [Train] step: 243299, loss_rec: 0.002808, loss_vq: 0.004711, loss_commit: 0.004711, perplexity: 309.755890, lr: 0.000400
+2024-01-29 20:35:55,543 - INFO - [Train] step: 243399, loss_rec: 0.002832, loss_vq: 0.005193, loss_commit: 0.005193, perplexity: 310.314392, lr: 0.000400
+2024-01-29 20:36:03,877 - INFO - [Train] step: 243499, loss_rec: 0.002914, loss_vq: 0.005223, loss_commit: 0.005223, perplexity: 315.411041, lr: 0.000400
+2024-01-29 20:36:12,209 - INFO - [Train] step: 243599, loss_rec: 0.002793, loss_vq: 0.004785, loss_commit: 0.004785, perplexity: 306.772858, lr: 0.000400
+2024-01-29 20:36:20,539 - INFO - [Train] step: 243699, loss_rec: 0.003142, loss_vq: 0.005187, loss_commit: 0.005187, perplexity: 314.626495, lr: 0.000400
+2024-01-29 20:36:28,871 - INFO - [Train] step: 243799, loss_rec: 0.002981, loss_vq: 0.005141, loss_commit: 0.005141, perplexity: 316.160614, lr: 0.000400
+2024-01-29 20:36:37,605 - INFO - [Train] step: 243899, loss_rec: 0.002941, loss_vq: 0.005118, loss_commit: 0.005118, perplexity: 308.197571, lr: 0.000400
+2024-01-29 20:36:45,936 - INFO - [Train] step: 243999, loss_rec: 0.002908, loss_vq: 0.005362, loss_commit: 0.005362, perplexity: 310.373322, lr: 0.000400
+2024-01-29 20:36:54,340 - INFO - [Train] step: 244099, loss_rec: 0.002854, loss_vq: 0.004961, loss_commit: 0.004961, perplexity: 310.451782, lr: 0.000400
+2024-01-29 20:37:02,672 - INFO - [Train] step: 244199, loss_rec: 0.002902, loss_vq: 0.004953, loss_commit: 0.004953, perplexity: 316.083130, lr: 0.000400
+2024-01-29 20:37:11,003 - INFO - [Train] step: 244299, loss_rec: 0.002889, loss_vq: 0.005117, loss_commit: 0.005117, perplexity: 316.987579, lr: 0.000400
+2024-01-29 20:37:19,334 - INFO - [Train] step: 244399, loss_rec: 0.002892, loss_vq: 0.004883, loss_commit: 0.004883, perplexity: 311.057800, lr: 0.000400
+2024-01-29 20:37:28,051 - INFO - [Train] step: 244499, loss_rec: 0.002939, loss_vq: 0.005330, loss_commit: 0.005330, perplexity: 313.493744, lr: 0.000400
+2024-01-29 20:37:36,382 - INFO - [Train] step: 244599, loss_rec: 0.003037, loss_vq: 0.004889, loss_commit: 0.004889, perplexity: 313.372253, lr: 0.000400
+2024-01-29 20:37:44,713 - INFO - [Train] step: 244699, loss_rec: 0.002893, loss_vq: 0.004877, loss_commit: 0.004877, perplexity: 310.273865, lr: 0.000400
+2024-01-29 20:37:53,044 - INFO - [Train] step: 244799, loss_rec: 0.003124, loss_vq: 0.005785, loss_commit: 0.005785, perplexity: 318.958618, lr: 0.000400
+2024-01-29 20:38:01,376 - INFO - [Train] step: 244899, loss_rec: 0.002830, loss_vq: 0.004833, loss_commit: 0.004833, perplexity: 309.015289, lr: 0.000400
+2024-01-29 20:38:09,707 - INFO - [Train] step: 244999, loss_rec: 0.002896, loss_vq: 0.004870, loss_commit: 0.004870, perplexity: 312.962158, lr: 0.000400
+2024-01-29 20:38:18,107 - INFO - [Train] step: 245099, loss_rec: 0.003101, loss_vq: 0.005503, loss_commit: 0.005503, perplexity: 318.277069, lr: 0.000400
+2024-01-29 20:38:26,805 - INFO - [Train] step: 245199, loss_rec: 0.003000, loss_vq: 0.004985, loss_commit: 0.004985, perplexity: 314.512177, lr: 0.000400
+2024-01-29 20:38:35,136 - INFO - [Train] step: 245299, loss_rec: 0.002932, loss_vq: 0.005331, loss_commit: 0.005331, perplexity: 317.027771, lr: 0.000400
+2024-01-29 20:38:43,467 - INFO - [Train] step: 245399, loss_rec: 0.002847, loss_vq: 0.004746, loss_commit: 0.004746, perplexity: 312.091553, lr: 0.000400
+2024-01-29 20:38:51,798 - INFO - [Train] step: 245499, loss_rec: 0.002801, loss_vq: 0.004871, loss_commit: 0.004871, perplexity: 309.334473, lr: 0.000400
+2024-01-29 20:39:00,129 - INFO - [Train] step: 245599, loss_rec: 0.002788, loss_vq: 0.005167, loss_commit: 0.005167, perplexity: 315.132477, lr: 0.000400
+2024-01-29 20:39:08,461 - INFO - [Train] step: 245699, loss_rec: 0.002844, loss_vq: 0.004957, loss_commit: 0.004957, perplexity: 311.556885, lr: 0.000400
+2024-01-29 20:39:17,107 - INFO - [Train] step: 245799, loss_rec: 0.002855, loss_vq: 0.005296, loss_commit: 0.005296, perplexity: 312.705902, lr: 0.000400
+2024-01-29 20:39:25,439 - INFO - [Train] step: 245899, loss_rec: 0.002967, loss_vq: 0.005431, loss_commit: 0.005431, perplexity: 317.274597, lr: 0.000400
+2024-01-29 20:39:33,770 - INFO - [Train] step: 245999, loss_rec: 0.002933, loss_vq: 0.004951, loss_commit: 0.004951, perplexity: 313.017853, lr: 0.000400
+2024-01-29 20:39:42,174 - INFO - [Train] step: 246099, loss_rec: 0.002995, loss_vq: 0.005229, loss_commit: 0.005229, perplexity: 315.671631, lr: 0.000400
+2024-01-29 20:39:50,505 - INFO - [Train] step: 246199, loss_rec: 0.002922, loss_vq: 0.005230, loss_commit: 0.005230, perplexity: 317.116058, lr: 0.000400
+2024-01-29 20:39:58,836 - INFO - [Train] step: 246299, loss_rec: 0.002944, loss_vq: 0.005287, loss_commit: 0.005287, perplexity: 318.346588, lr: 0.000400
+2024-01-29 20:40:07,566 - INFO - [Train] step: 246399, loss_rec: 0.002942, loss_vq: 0.005026, loss_commit: 0.005026, perplexity: 312.956512, lr: 0.000400
+2024-01-29 20:40:15,899 - INFO - [Train] step: 246499, loss_rec: 0.002862, loss_vq: 0.004845, loss_commit: 0.004845, perplexity: 315.231842, lr: 0.000400
+2024-01-29 20:40:24,229 - INFO - [Train] step: 246599, loss_rec: 0.002911, loss_vq: 0.005021, loss_commit: 0.005021, perplexity: 315.416901, lr: 0.000400
+2024-01-29 20:40:32,560 - INFO - [Train] step: 246699, loss_rec: 0.002956, loss_vq: 0.005005, loss_commit: 0.005005, perplexity: 317.031097, lr: 0.000400
+2024-01-29 20:40:40,891 - INFO - [Train] step: 246799, loss_rec: 0.002842, loss_vq: 0.004921, loss_commit: 0.004921, perplexity: 314.578339, lr: 0.000400
+2024-01-29 20:40:49,223 - INFO - [Train] step: 246899, loss_rec: 0.002801, loss_vq: 0.004848, loss_commit: 0.004848, perplexity: 311.897552, lr: 0.000400
+2024-01-29 20:40:57,551 - INFO - [Train] step: 246999, loss_rec: 0.003072, loss_vq: 0.005233, loss_commit: 0.005233, perplexity: 315.835144, lr: 0.000400
+2024-01-29 20:41:06,314 - INFO - [Train] step: 247099, loss_rec: 0.003018, loss_vq: 0.005459, loss_commit: 0.005459, perplexity: 318.734528, lr: 0.000400
+2024-01-29 20:41:14,645 - INFO - [Train] step: 247199, loss_rec: 0.002983, loss_vq: 0.005255, loss_commit: 0.005255, perplexity: 318.971863, lr: 0.000400
+2024-01-29 20:41:22,976 - INFO - [Train] step: 247299, loss_rec: 0.002793, loss_vq: 0.004877, loss_commit: 0.004877, perplexity: 309.689728, lr: 0.000400
+2024-01-29 20:41:31,307 - INFO - [Train] step: 247399, loss_rec: 0.002982, loss_vq: 0.004983, loss_commit: 0.004983, perplexity: 317.108978, lr: 0.000400
+2024-01-29 20:41:39,638 - INFO - [Train] step: 247499, loss_rec: 0.003004, loss_vq: 0.005014, loss_commit: 0.005014, perplexity: 314.753143, lr: 0.000400
+2024-01-29 20:41:47,969 - INFO - [Train] step: 247599, loss_rec: 0.002970, loss_vq: 0.004868, loss_commit: 0.004868, perplexity: 310.579559, lr: 0.000400
+2024-01-29 20:41:56,633 - INFO - [Train] step: 247699, loss_rec: 0.002899, loss_vq: 0.005103, loss_commit: 0.005103, perplexity: 315.904297, lr: 0.000400
+2024-01-29 20:42:04,964 - INFO - [Train] step: 247799, loss_rec: 0.002885, loss_vq: 0.004972, loss_commit: 0.004972, perplexity: 316.542267, lr: 0.000400
+2024-01-29 20:42:13,295 - INFO - [Train] step: 247899, loss_rec: 0.002941, loss_vq: 0.005188, loss_commit: 0.005188, perplexity: 316.824066, lr: 0.000400
+2024-01-29 20:42:21,626 - INFO - [Train] step: 247999, loss_rec: 0.002947, loss_vq: 0.005358, loss_commit: 0.005358, perplexity: 312.579193, lr: 0.000400
+2024-01-29 20:42:30,031 - INFO - [Train] step: 248099, loss_rec: 0.002846, loss_vq: 0.005155, loss_commit: 0.005155, perplexity: 314.221222, lr: 0.000400
+2024-01-29 20:42:38,362 - INFO - [Train] step: 248199, loss_rec: 0.002941, loss_vq: 0.005019, loss_commit: 0.005019, perplexity: 316.871796, lr: 0.000400
+2024-01-29 20:42:47,072 - INFO - [Train] step: 248299, loss_rec: 0.002912, loss_vq: 0.005329, loss_commit: 0.005329, perplexity: 318.439026, lr: 0.000400
+2024-01-29 20:42:55,403 - INFO - [Train] step: 248399, loss_rec: 0.002972, loss_vq: 0.005905, loss_commit: 0.005905, perplexity: 316.590576, lr: 0.000400
+2024-01-29 20:43:03,741 - INFO - [Train] step: 248499, loss_rec: 0.003103, loss_vq: 0.005618, loss_commit: 0.005618, perplexity: 321.188751, lr: 0.000400
+2024-01-29 20:43:12,072 - INFO - [Train] step: 248599, loss_rec: 0.002898, loss_vq: 0.004742, loss_commit: 0.004742, perplexity: 310.549194, lr: 0.000400
+2024-01-29 20:43:20,407 - INFO - [Train] step: 248699, loss_rec: 0.002845, loss_vq: 0.005308, loss_commit: 0.005308, perplexity: 315.786377, lr: 0.000400
+2024-01-29 20:43:28,737 - INFO - [Train] step: 248799, loss_rec: 0.002889, loss_vq: 0.005166, loss_commit: 0.005166, perplexity: 316.454437, lr: 0.000400
+2024-01-29 20:43:37,068 - INFO - [Train] step: 248899, loss_rec: 0.002908, loss_vq: 0.004897, loss_commit: 0.004897, perplexity: 314.509949, lr: 0.000400
+2024-01-29 20:43:45,803 - INFO - [Train] step: 248999, loss_rec: 0.002848, loss_vq: 0.004743, loss_commit: 0.004743, perplexity: 315.365326, lr: 0.000400
+2024-01-29 20:43:54,207 - INFO - [Train] step: 249099, loss_rec: 0.002915, loss_vq: 0.005125, loss_commit: 0.005125, perplexity: 316.625610, lr: 0.000400
+2024-01-29 20:44:02,538 - INFO - [Train] step: 249199, loss_rec: 0.002903, loss_vq: 0.005354, loss_commit: 0.005354, perplexity: 317.853027, lr: 0.000400
+2024-01-29 20:44:10,869 - INFO - [Train] step: 249299, loss_rec: 0.002848, loss_vq: 0.004896, loss_commit: 0.004896, perplexity: 313.054871, lr: 0.000400
+2024-01-29 20:44:19,199 - INFO - [Train] step: 249399, loss_rec: 0.002889, loss_vq: 0.005254, loss_commit: 0.005254, perplexity: 318.359772, lr: 0.000400
+2024-01-29 20:44:27,531 - INFO - [Train] step: 249499, loss_rec: 0.002978, loss_vq: 0.005064, loss_commit: 0.005064, perplexity: 316.265869, lr: 0.000400
+2024-01-29 20:44:36,215 - INFO - [Train] step: 249599, loss_rec: 0.002834, loss_vq: 0.005260, loss_commit: 0.005260, perplexity: 314.548035, lr: 0.000400
+2024-01-29 20:44:44,546 - INFO - [Train] step: 249699, loss_rec: 0.002878, loss_vq: 0.004990, loss_commit: 0.004990, perplexity: 317.954895, lr: 0.000400
+2024-01-29 20:44:52,877 - INFO - [Train] step: 249799, loss_rec: 0.003134, loss_vq: 0.005189, loss_commit: 0.005189, perplexity: 319.978333, lr: 0.000400
+2024-01-29 20:45:01,208 - INFO - [Train] step: 249899, loss_rec: 0.002803, loss_vq: 0.004931, loss_commit: 0.004931, perplexity: 314.198151, lr: 0.000400
+2024-01-29 20:45:09,539 - INFO - [Train] step: 249999, loss_rec: 0.003016, loss_vq: 0.005243, loss_commit: 0.005243, perplexity: 319.251068, lr: 0.000400
+2024-01-29 20:45:09,649 - INFO - End of training