diff --git "a/32k-hina/train.log" "b/32k-hina/train.log" new file mode 100644--- /dev/null +++ "b/32k-hina/train.log" @@ -0,0 +1,7760 @@ +2023-02-04 14:18:11,040 32k INFO {'train': {'log_interval': 200, 'eval_interval': 1000, 'seed': 1234, 'epochs': 10000, 'learning_rate': 0.0001, 'betas': [0.8, 0.99], 'eps': 1e-09, 'batch_size': 12, 'fp16_run': False, 'lr_decay': 0.999875, 'segment_size': 17920, 'init_lr_ratio': 1, 'warmup_epochs': 0, 'c_mel': 45, 'c_kl': 1.0, 'use_sr': True, 'max_speclen': 384, 'port': '8001'}, 'data': {'training_files': 'filelists/train.txt', 'validation_files': 'filelists/val.txt', 'max_wav_value': 32768.0, 'sampling_rate': 32000, 'filter_length': 1280, 'hop_length': 320, 'win_length': 1280, 'n_mel_channels': 80, 'mel_fmin': 0.0, 'mel_fmax': None}, 'model': {'inter_channels': 192, 'hidden_channels': 192, 'filter_channels': 768, 'n_heads': 2, 'n_layers': 6, 'kernel_size': 3, 'p_dropout': 0.1, 'resblock': '1', 'resblock_kernel_sizes': [3, 7, 11], 'resblock_dilation_sizes': [[1, 3, 5], [1, 3, 5], [1, 3, 5]], 'upsample_rates': [10, 8, 2, 2], 'upsample_initial_channel': 512, 'upsample_kernel_sizes': [16, 16, 4, 4], 'n_layers_q': 3, 'use_spectral_norm': False, 'gin_channels': 256, 'ssl_dim': 256, 'n_speakers': 2}, 'spk': {'hina1': 0}, 'model_dir': './logs\\32k'} +2023-02-04 14:19:28,547 32k INFO {'train': {'log_interval': 200, 'eval_interval': 1000, 'seed': 1234, 'epochs': 10000, 'learning_rate': 0.0001, 'betas': [0.8, 0.99], 'eps': 1e-09, 'batch_size': 12, 'fp16_run': False, 'lr_decay': 0.999875, 'segment_size': 17920, 'init_lr_ratio': 1, 'warmup_epochs': 0, 'c_mel': 45, 'c_kl': 1.0, 'use_sr': True, 'max_speclen': 384, 'port': '8001'}, 'data': {'training_files': 'filelists/train.txt', 'validation_files': 'filelists/val.txt', 'max_wav_value': 32768.0, 'sampling_rate': 32000, 'filter_length': 1280, 'hop_length': 320, 'win_length': 1280, 'n_mel_channels': 80, 'mel_fmin': 0.0, 'mel_fmax': None}, 'model': {'inter_channels': 192, 'hidden_channels': 192, 'filter_channels': 768, 'n_heads': 2, 'n_layers': 6, 'kernel_size': 3, 'p_dropout': 0.1, 'resblock': '1', 'resblock_kernel_sizes': [3, 7, 11], 'resblock_dilation_sizes': [[1, 3, 5], [1, 3, 5], [1, 3, 5]], 'upsample_rates': [10, 8, 2, 2], 'upsample_initial_channel': 512, 'upsample_kernel_sizes': [16, 16, 4, 4], 'n_layers_q': 3, 'use_spectral_norm': False, 'gin_channels': 256, 'ssl_dim': 256, 'n_speakers': 2}, 'spk': {'hina1': 0}, 'model_dir': './logs\\32k'} +2023-02-04 14:19:41,488 32k INFO emb_g.weight is not in the checkpoint +2023-02-04 14:19:41,611 32k INFO Loaded checkpoint './logs\32k\G_0.pth' (iteration 1) +2023-02-04 14:19:42,705 32k INFO Loaded checkpoint './logs\32k\D_0.pth' (iteration 1) +2023-02-04 14:19:47,339 32k INFO ====> Epoch: 1 +2023-02-04 14:19:51,181 32k INFO ====> Epoch: 2 +2023-02-04 14:19:55,452 32k INFO ====> Epoch: 3 +2023-02-04 14:19:59,183 32k INFO ====> Epoch: 4 +2023-02-04 14:20:03,029 32k INFO ====> Epoch: 5 +2023-02-04 14:20:06,781 32k INFO ====> Epoch: 6 +2023-02-04 14:20:10,492 32k INFO ====> Epoch: 7 +2023-02-04 14:20:14,744 32k INFO ====> Epoch: 8 +2023-02-04 14:20:19,027 32k INFO ====> Epoch: 9 +2023-02-04 14:20:22,782 32k INFO ====> Epoch: 10 +2023-02-04 14:20:26,459 32k INFO ====> Epoch: 11 +2023-02-04 14:20:30,156 32k INFO ====> Epoch: 12 +2023-02-04 14:20:33,874 32k INFO ====> Epoch: 13 +2023-02-04 14:20:37,603 32k INFO ====> Epoch: 14 +2023-02-04 14:20:41,325 32k INFO ====> Epoch: 15 +2023-02-04 14:20:45,138 32k INFO ====> Epoch: 16 +2023-02-04 14:20:49,139 32k INFO ====> Epoch: 17 +2023-02-04 14:20:52,889 32k INFO ====> Epoch: 18 +2023-02-04 14:20:56,595 32k INFO ====> Epoch: 19 +2023-02-04 14:21:00,287 32k INFO ====> Epoch: 20 +2023-02-04 14:21:03,944 32k INFO ====> Epoch: 21 +2023-02-04 14:21:07,729 32k INFO ====> Epoch: 22 +2023-02-04 14:21:11,438 32k INFO ====> Epoch: 23 +2023-02-04 14:21:15,107 32k INFO ====> Epoch: 24 +2023-02-04 14:21:18,870 32k INFO ====> Epoch: 25 +2023-02-04 14:21:22,575 32k INFO ====> Epoch: 26 +2023-02-04 14:21:26,320 32k INFO ====> Epoch: 27 +2023-02-04 14:21:30,069 32k INFO ====> Epoch: 28 +2023-02-04 14:21:33,861 32k INFO ====> Epoch: 29 +2023-02-04 14:21:37,605 32k INFO ====> Epoch: 30 +2023-02-04 14:21:41,279 32k INFO ====> Epoch: 31 +2023-02-04 14:21:44,961 32k INFO ====> Epoch: 32 +2023-02-04 14:21:48,724 32k INFO ====> Epoch: 33 +2023-02-04 14:21:52,470 32k INFO ====> Epoch: 34 +2023-02-04 14:21:56,201 32k INFO ====> Epoch: 35 +2023-02-04 14:21:59,940 32k INFO ====> Epoch: 36 +2023-02-04 14:22:03,711 32k INFO ====> Epoch: 37 +2023-02-04 14:22:07,391 32k INFO ====> Epoch: 38 +2023-02-04 14:22:11,101 32k INFO ====> Epoch: 39 +2023-02-04 14:22:14,868 32k INFO ====> Epoch: 40 +2023-02-04 14:22:18,634 32k INFO ====> Epoch: 41 +2023-02-04 14:22:22,338 32k INFO ====> Epoch: 42 +2023-02-04 14:22:26,034 32k INFO ====> Epoch: 43 +2023-02-04 14:22:29,785 32k INFO ====> Epoch: 44 +2023-02-04 14:22:33,481 32k INFO ====> Epoch: 45 +2023-02-04 14:22:37,175 32k INFO ====> Epoch: 46 +2023-02-04 14:22:40,918 32k INFO ====> Epoch: 47 +2023-02-04 14:22:44,663 32k INFO ====> Epoch: 48 +2023-02-04 14:22:48,352 32k INFO ====> Epoch: 49 +2023-02-04 14:22:52,020 32k INFO ====> Epoch: 50 +2023-02-04 14:22:55,762 32k INFO ====> Epoch: 51 +2023-02-04 14:22:59,523 32k INFO ====> Epoch: 52 +2023-02-04 14:23:03,302 32k INFO ====> Epoch: 53 +2023-02-04 14:23:06,977 32k INFO ====> Epoch: 54 +2023-02-04 14:23:10,745 32k INFO ====> Epoch: 55 +2023-02-04 14:23:14,474 32k INFO ====> Epoch: 56 +2023-02-04 14:23:18,270 32k INFO ====> Epoch: 57 +2023-02-04 14:23:21,972 32k INFO ====> Epoch: 58 +2023-02-04 14:23:25,677 32k INFO ====> Epoch: 59 +2023-02-04 14:23:29,404 32k INFO ====> Epoch: 60 +2023-02-04 14:23:33,123 32k INFO ====> Epoch: 61 +2023-02-04 14:23:36,861 32k INFO ====> Epoch: 62 +2023-02-04 14:23:40,579 32k INFO ====> Epoch: 63 +2023-02-04 14:23:44,284 32k INFO ====> Epoch: 64 +2023-02-04 14:23:47,956 32k INFO ====> Epoch: 65 +2023-02-04 14:23:51,724 32k INFO ====> Epoch: 66 +2023-02-04 14:23:55,410 32k INFO ====> Epoch: 67 +2023-02-04 14:23:59,159 32k INFO ====> Epoch: 68 +2023-02-04 14:24:02,902 32k INFO ====> Epoch: 69 +2023-02-04 14:24:06,652 32k INFO ====> Epoch: 70 +2023-02-04 14:24:10,415 32k INFO ====> Epoch: 71 +2023-02-04 14:24:14,212 32k INFO ====> Epoch: 72 +2023-02-04 14:24:18,002 32k INFO ====> Epoch: 73 +2023-02-04 14:24:21,692 32k INFO ====> Epoch: 74 +2023-02-04 14:24:25,404 32k INFO ====> Epoch: 75 +2023-02-04 14:24:29,107 32k INFO ====> Epoch: 76 +2023-02-04 14:24:32,866 32k INFO ====> Epoch: 77 +2023-02-04 14:24:36,610 32k INFO ====> Epoch: 78 +2023-02-04 14:24:40,335 32k INFO ====> Epoch: 79 +2023-02-04 14:24:44,063 32k INFO ====> Epoch: 80 +2023-02-04 14:24:47,770 32k INFO ====> Epoch: 81 +2023-02-04 14:24:51,475 32k INFO ====> Epoch: 82 +2023-02-04 14:24:55,146 32k INFO ====> Epoch: 83 +2023-02-04 14:24:58,896 32k INFO ====> Epoch: 84 +2023-02-04 14:25:02,642 32k INFO ====> Epoch: 85 +2023-02-04 14:25:06,469 32k INFO ====> Epoch: 86 +2023-02-04 14:25:10,185 32k INFO ====> Epoch: 87 +2023-02-04 14:25:13,938 32k INFO ====> Epoch: 88 +2023-02-04 14:25:17,657 32k INFO ====> Epoch: 89 +2023-02-04 14:25:21,392 32k INFO ====> Epoch: 90 +2023-02-04 14:25:25,100 32k INFO ====> Epoch: 91 +2023-02-04 14:25:28,889 32k INFO ====> Epoch: 92 +2023-02-04 14:25:32,637 32k INFO ====> Epoch: 93 +2023-02-04 14:25:36,378 32k INFO ====> Epoch: 94 +2023-02-04 14:25:40,105 32k INFO ====> Epoch: 95 +2023-02-04 14:25:43,900 32k INFO ====> Epoch: 96 +2023-02-04 14:25:47,613 32k INFO ====> Epoch: 97 +2023-02-04 14:25:51,346 32k INFO ====> Epoch: 98 +2023-02-04 14:25:55,132 32k INFO ====> Epoch: 99 +2023-02-04 14:25:58,842 32k INFO ====> Epoch: 100 +2023-02-04 14:26:02,558 32k INFO ====> Epoch: 101 +2023-02-04 14:26:06,301 32k INFO ====> Epoch: 102 +2023-02-04 14:26:10,035 32k INFO ====> Epoch: 103 +2023-02-04 14:26:13,806 32k INFO ====> Epoch: 104 +2023-02-04 14:26:17,561 32k INFO ====> Epoch: 105 +2023-02-04 14:26:21,329 32k INFO ====> Epoch: 106 +2023-02-04 14:26:25,057 32k INFO ====> Epoch: 107 +2023-02-04 14:26:28,812 32k INFO ====> Epoch: 108 +2023-02-04 14:26:32,531 32k INFO ====> Epoch: 109 +2023-02-04 14:26:36,296 32k INFO ====> Epoch: 110 +2023-02-04 14:26:40,071 32k INFO ====> Epoch: 111 +2023-02-04 14:26:43,803 32k INFO ====> Epoch: 112 +2023-02-04 14:26:47,486 32k INFO ====> Epoch: 113 +2023-02-04 14:26:51,187 32k INFO ====> Epoch: 114 +2023-02-04 14:26:54,914 32k INFO ====> Epoch: 115 +2023-02-04 14:26:58,628 32k INFO ====> Epoch: 116 +2023-02-04 14:27:02,340 32k INFO ====> Epoch: 117 +2023-02-04 14:27:06,049 32k INFO ====> Epoch: 118 +2023-02-04 14:27:09,798 32k INFO ====> Epoch: 119 +2023-02-04 14:27:13,507 32k INFO ====> Epoch: 120 +2023-02-04 14:27:17,190 32k INFO ====> Epoch: 121 +2023-02-04 14:27:20,928 32k INFO ====> Epoch: 122 +2023-02-04 14:27:24,683 32k INFO ====> Epoch: 123 +2023-02-04 14:27:28,426 32k INFO ====> Epoch: 124 +2023-02-04 14:27:32,143 32k INFO ====> Epoch: 125 +2023-02-04 14:27:35,915 32k INFO ====> Epoch: 126 +2023-02-04 14:27:39,725 32k INFO ====> Epoch: 127 +2023-02-04 14:27:43,431 32k INFO ====> Epoch: 128 +2023-02-04 14:27:47,138 32k INFO ====> Epoch: 129 +2023-02-04 14:27:50,974 32k INFO ====> Epoch: 130 +2023-02-04 14:27:54,740 32k INFO ====> Epoch: 131 +2023-02-04 14:27:58,449 32k INFO ====> Epoch: 132 +2023-02-04 14:28:02,145 32k INFO ====> Epoch: 133 +2023-02-04 14:28:05,864 32k INFO ====> Epoch: 134 +2023-02-04 14:28:09,578 32k INFO ====> Epoch: 135 +2023-02-04 14:28:13,300 32k INFO ====> Epoch: 136 +2023-02-04 14:28:17,050 32k INFO ====> Epoch: 137 +2023-02-04 14:28:20,809 32k INFO ====> Epoch: 138 +2023-02-04 14:28:24,530 32k INFO ====> Epoch: 139 +2023-02-04 14:28:28,211 32k INFO ====> Epoch: 140 +2023-02-04 14:28:31,997 32k INFO ====> Epoch: 141 +2023-02-04 14:28:35,754 32k INFO ====> Epoch: 142 +2023-02-04 14:28:39,486 32k INFO ====> Epoch: 143 +2023-02-04 14:28:43,211 32k INFO ====> Epoch: 144 +2023-02-04 14:28:46,992 32k INFO ====> Epoch: 145 +2023-02-04 14:28:50,752 32k INFO ====> Epoch: 146 +2023-02-04 14:28:54,473 32k INFO ====> Epoch: 147 +2023-02-04 14:28:58,181 32k INFO ====> Epoch: 148 +2023-02-04 14:29:01,958 32k INFO ====> Epoch: 149 +2023-02-04 14:29:05,685 32k INFO ====> Epoch: 150 +2023-02-04 14:29:09,444 32k INFO ====> Epoch: 151 +2023-02-04 14:29:13,145 32k INFO ====> Epoch: 152 +2023-02-04 14:29:16,926 32k INFO ====> Epoch: 153 +2023-02-04 14:29:20,680 32k INFO ====> Epoch: 154 +2023-02-04 14:29:24,402 32k INFO ====> Epoch: 155 +2023-02-04 14:29:28,117 32k INFO ====> Epoch: 156 +2023-02-04 14:29:31,855 32k INFO ====> Epoch: 157 +2023-02-04 14:29:35,623 32k INFO ====> Epoch: 158 +2023-02-04 14:29:39,359 32k INFO ====> Epoch: 159 +2023-02-04 14:29:43,048 32k INFO ====> Epoch: 160 +2023-02-04 14:29:46,827 32k INFO ====> Epoch: 161 +2023-02-04 14:29:50,544 32k INFO ====> Epoch: 162 +2023-02-04 14:29:54,332 32k INFO ====> Epoch: 163 +2023-02-04 14:29:58,053 32k INFO ====> Epoch: 164 +2023-02-04 14:30:01,829 32k INFO ====> Epoch: 165 +2023-02-04 14:30:05,591 32k INFO ====> Epoch: 166 +2023-02-04 14:30:09,352 32k INFO ====> Epoch: 167 +2023-02-04 14:30:13,057 32k INFO ====> Epoch: 168 +2023-02-04 14:30:16,788 32k INFO ====> Epoch: 169 +2023-02-04 14:30:20,519 32k INFO ====> Epoch: 170 +2023-02-04 14:30:24,228 32k INFO ====> Epoch: 171 +2023-02-04 14:30:27,978 32k INFO ====> Epoch: 172 +2023-02-04 14:30:31,746 32k INFO ====> Epoch: 173 +2023-02-04 14:30:35,487 32k INFO ====> Epoch: 174 +2023-02-04 14:30:39,169 32k INFO ====> Epoch: 175 +2023-02-04 14:30:42,876 32k INFO ====> Epoch: 176 +2023-02-04 14:30:46,606 32k INFO ====> Epoch: 177 +2023-02-04 14:30:50,316 32k INFO ====> Epoch: 178 +2023-02-04 14:30:54,104 32k INFO ====> Epoch: 179 +2023-02-04 14:30:57,920 32k INFO ====> Epoch: 180 +2023-02-04 14:31:01,712 32k INFO ====> Epoch: 181 +2023-02-04 14:31:05,505 32k INFO ====> Epoch: 182 +2023-02-04 14:31:09,194 32k INFO ====> Epoch: 183 +2023-02-04 14:31:12,887 32k INFO ====> Epoch: 184 +2023-02-04 14:31:16,610 32k INFO ====> Epoch: 185 +2023-02-04 14:31:20,361 32k INFO ====> Epoch: 186 +2023-02-04 14:31:24,100 32k INFO ====> Epoch: 187 +2023-02-04 14:31:27,812 32k INFO ====> Epoch: 188 +2023-02-04 14:31:31,506 32k INFO ====> Epoch: 189 +2023-02-04 14:31:35,216 32k INFO ====> Epoch: 190 +2023-02-04 14:31:38,977 32k INFO ====> Epoch: 191 +2023-02-04 14:31:42,747 32k INFO ====> Epoch: 192 +2023-02-04 14:31:46,462 32k INFO ====> Epoch: 193 +2023-02-04 14:31:50,202 32k INFO ====> Epoch: 194 +2023-02-04 14:31:53,913 32k INFO ====> Epoch: 195 +2023-02-04 14:31:57,612 32k INFO ====> Epoch: 196 +2023-02-04 14:32:01,363 32k INFO ====> Epoch: 197 +2023-02-04 14:32:05,099 32k INFO ====> Epoch: 198 +2023-02-04 14:32:08,915 32k INFO ====> Epoch: 199 +2023-02-04 14:32:12,626 32k INFO ====> Epoch: 200 +2023-02-04 14:32:16,396 32k INFO ====> Epoch: 201 +2023-02-04 14:32:20,159 32k INFO ====> Epoch: 202 +2023-02-04 14:32:23,867 32k INFO ====> Epoch: 203 +2023-02-04 14:32:27,573 32k INFO ====> Epoch: 204 +2023-02-04 14:32:31,300 32k INFO ====> Epoch: 205 +2023-02-04 14:32:34,994 32k INFO ====> Epoch: 206 +2023-02-04 14:32:38,764 32k INFO ====> Epoch: 207 +2023-02-04 14:32:42,501 32k INFO ====> Epoch: 208 +2023-02-04 14:32:46,197 32k INFO ====> Epoch: 209 +2023-02-04 14:32:49,976 32k INFO ====> Epoch: 210 +2023-02-04 14:32:53,729 32k INFO ====> Epoch: 211 +2023-02-04 14:32:57,473 32k INFO ====> Epoch: 212 +2023-02-04 14:33:01,151 32k INFO ====> Epoch: 213 +2023-02-04 14:33:04,842 32k INFO ====> Epoch: 214 +2023-02-04 14:33:08,624 32k INFO ====> Epoch: 215 +2023-02-04 14:33:12,411 32k INFO ====> Epoch: 216 +2023-02-04 14:33:16,122 32k INFO ====> Epoch: 217 +2023-02-04 14:33:19,874 32k INFO ====> Epoch: 218 +2023-02-04 14:33:23,593 32k INFO ====> Epoch: 219 +2023-02-04 14:33:27,336 32k INFO ====> Epoch: 220 +2023-02-04 14:33:31,042 32k INFO ====> Epoch: 221 +2023-02-04 14:33:34,795 32k INFO ====> Epoch: 222 +2023-02-04 14:33:38,517 32k INFO ====> Epoch: 223 +2023-02-04 14:33:42,181 32k INFO ====> Epoch: 224 +2023-02-04 14:33:45,958 32k INFO ====> Epoch: 225 +2023-02-04 14:33:49,708 32k INFO ====> Epoch: 226 +2023-02-04 14:33:53,436 32k INFO ====> Epoch: 227 +2023-02-04 14:33:57,148 32k INFO ====> Epoch: 228 +2023-02-04 14:34:00,855 32k INFO ====> Epoch: 229 +2023-02-04 14:34:04,590 32k INFO ====> Epoch: 230 +2023-02-04 14:34:08,294 32k INFO ====> Epoch: 231 +2023-02-04 14:34:12,019 32k INFO ====> Epoch: 232 +2023-02-04 14:34:15,783 32k INFO ====> Epoch: 233 +2023-02-04 14:34:19,569 32k INFO ====> Epoch: 234 +2023-02-04 14:34:23,294 32k INFO ====> Epoch: 235 +2023-02-04 14:34:27,076 32k INFO ====> Epoch: 236 +2023-02-04 14:34:30,819 32k INFO ====> Epoch: 237 +2023-02-04 14:34:34,574 32k INFO ====> Epoch: 238 +2023-02-04 14:34:38,240 32k INFO ====> Epoch: 239 +2023-02-04 14:34:41,987 32k INFO ====> Epoch: 240 +2023-02-04 14:34:45,756 32k INFO ====> Epoch: 241 +2023-02-04 14:34:49,484 32k INFO ====> Epoch: 242 +2023-02-04 14:34:53,146 32k INFO ====> Epoch: 243 +2023-02-04 14:34:56,858 32k INFO ====> Epoch: 244 +2023-02-04 14:35:00,610 32k INFO ====> Epoch: 245 +2023-02-04 14:35:04,342 32k INFO ====> Epoch: 246 +2023-02-04 14:35:08,042 32k INFO ====> Epoch: 247 +2023-02-04 14:35:11,794 32k INFO ====> Epoch: 248 +2023-02-04 14:35:15,471 32k INFO ====> Epoch: 249 +2023-02-04 14:35:19,166 32k INFO ====> Epoch: 250 +2023-02-04 14:35:22,971 32k INFO ====> Epoch: 251 +2023-02-04 14:35:26,807 32k INFO ====> Epoch: 252 +2023-02-04 14:35:30,555 32k INFO ====> Epoch: 253 +2023-02-04 14:35:34,347 32k INFO ====> Epoch: 254 +2023-02-04 14:35:38,054 32k INFO ====> Epoch: 255 +2023-02-04 14:35:41,792 32k INFO ====> Epoch: 256 +2023-02-04 14:35:46,324 32k INFO ====> Epoch: 257 +2023-02-04 14:35:52,402 32k INFO ====> Epoch: 258 +2023-02-04 14:35:59,484 32k INFO ====> Epoch: 259 +2023-02-04 14:36:03,708 32k INFO ====> Epoch: 260 +2023-02-04 14:36:09,488 32k INFO ====> Epoch: 261 +2023-02-04 14:36:13,454 32k INFO ====> Epoch: 262 +2023-02-04 14:36:19,983 32k INFO ====> Epoch: 263 +2023-02-04 14:36:29,018 32k INFO ====> Epoch: 264 +2023-02-04 14:36:34,784 32k INFO ====> Epoch: 265 +2023-02-04 14:36:41,895 32k INFO ====> Epoch: 266 +2023-02-04 14:36:48,307 32k INFO ====> Epoch: 267 +2023-02-04 14:36:54,976 32k INFO ====> Epoch: 268 +2023-02-04 14:37:00,838 32k INFO ====> Epoch: 269 +2023-02-04 14:37:06,561 32k INFO ====> Epoch: 270 +2023-02-04 14:37:10,926 32k INFO ====> Epoch: 271 +2023-02-04 14:37:20,201 32k INFO ====> Epoch: 272 +2023-02-04 14:37:24,421 32k INFO ====> Epoch: 273 +2023-02-04 14:37:33,202 32k INFO ====> Epoch: 274 +2023-02-04 14:37:42,888 32k INFO ====> Epoch: 275 +2023-02-04 14:37:50,261 32k INFO ====> Epoch: 276 +2023-02-04 14:37:56,669 32k INFO ====> Epoch: 277 +2023-02-04 14:38:02,972 32k INFO ====> Epoch: 278 +2023-02-04 14:38:08,841 32k INFO ====> Epoch: 279 +2023-02-04 14:38:13,037 32k INFO ====> Epoch: 280 +2023-02-04 14:38:20,036 32k INFO ====> Epoch: 281 +2023-02-04 14:38:25,771 32k INFO ====> Epoch: 282 +2023-02-04 14:38:32,123 32k INFO ====> Epoch: 283 +2023-02-04 14:38:39,532 32k INFO ====> Epoch: 284 +2023-02-04 14:38:46,157 32k INFO ====> Epoch: 285 +2023-02-04 14:38:53,035 32k INFO ====> Epoch: 286 +2023-02-04 14:38:59,986 32k INFO ====> Epoch: 287 +2023-02-04 14:39:04,950 32k INFO ====> Epoch: 288 +2023-02-04 14:39:09,141 32k INFO ====> Epoch: 289 +2023-02-04 14:39:13,004 32k INFO ====> Epoch: 290 +2023-02-04 14:39:16,874 32k INFO ====> Epoch: 291 +2023-02-04 14:39:20,655 32k INFO ====> Epoch: 292 +2023-02-04 14:39:24,445 32k INFO ====> Epoch: 293 +2023-02-04 14:39:28,187 32k INFO ====> Epoch: 294 +2023-02-04 14:39:31,925 32k INFO ====> Epoch: 295 +2023-02-04 14:39:35,662 32k INFO ====> Epoch: 296 +2023-02-04 14:39:39,337 32k INFO ====> Epoch: 297 +2023-02-04 14:39:43,115 32k INFO ====> Epoch: 298 +2023-02-04 14:39:46,882 32k INFO ====> Epoch: 299 +2023-02-04 14:39:50,698 32k INFO ====> Epoch: 300 +2023-02-04 14:39:54,423 32k INFO ====> Epoch: 301 +2023-02-04 14:39:58,139 32k INFO ====> Epoch: 302 +2023-02-04 14:40:01,894 32k INFO ====> Epoch: 303 +2023-02-04 14:40:05,717 32k INFO ====> Epoch: 304 +2023-02-04 14:40:09,444 32k INFO ====> Epoch: 305 +2023-02-04 14:40:13,148 32k INFO ====> Epoch: 306 +2023-02-04 14:40:16,933 32k INFO ====> Epoch: 307 +2023-02-04 14:40:20,696 32k INFO ====> Epoch: 308 +2023-02-04 14:40:24,418 32k INFO ====> Epoch: 309 +2023-02-04 14:40:28,111 32k INFO ====> Epoch: 310 +2023-02-04 14:40:31,872 32k INFO ====> Epoch: 311 +2023-02-04 14:40:35,584 32k INFO ====> Epoch: 312 +2023-02-04 14:40:39,303 32k INFO ====> Epoch: 313 +2023-02-04 14:40:43,029 32k INFO ====> Epoch: 314 +2023-02-04 14:40:46,770 32k INFO ====> Epoch: 315 +2023-02-04 14:40:50,469 32k INFO ====> Epoch: 316 +2023-02-04 14:40:54,211 32k INFO ====> Epoch: 317 +2023-02-04 14:40:58,016 32k INFO ====> Epoch: 318 +2023-02-04 14:41:01,801 32k INFO ====> Epoch: 319 +2023-02-04 14:41:05,515 32k INFO ====> Epoch: 320 +2023-02-04 14:41:09,252 32k INFO ====> Epoch: 321 +2023-02-04 14:41:13,040 32k INFO ====> Epoch: 322 +2023-02-04 14:41:16,837 32k INFO ====> Epoch: 323 +2023-02-04 14:41:20,578 32k INFO ====> Epoch: 324 +2023-02-04 14:41:24,272 32k INFO ====> Epoch: 325 +2023-02-04 14:41:28,013 32k INFO ====> Epoch: 326 +2023-02-04 14:41:31,797 32k INFO ====> Epoch: 327 +2023-02-04 14:41:35,494 32k INFO ====> Epoch: 328 +2023-02-04 14:41:39,230 32k INFO ====> Epoch: 329 +2023-02-04 14:41:42,980 32k INFO ====> Epoch: 330 +2023-02-04 14:41:46,725 32k INFO ====> Epoch: 331 +2023-02-04 14:41:50,479 32k INFO ====> Epoch: 332 +2023-02-04 14:41:54,196 32k INFO ====> Epoch: 333 +2023-02-04 14:41:57,951 32k INFO ====> Epoch: 334 +2023-02-04 14:42:01,736 32k INFO ====> Epoch: 335 +2023-02-04 14:42:05,457 32k INFO ====> Epoch: 336 +2023-02-04 14:42:09,137 32k INFO ====> Epoch: 337 +2023-02-04 14:42:12,891 32k INFO ====> Epoch: 338 +2023-02-04 14:42:16,683 32k INFO ====> Epoch: 339 +2023-02-04 14:42:20,397 32k INFO ====> Epoch: 340 +2023-02-04 14:42:24,203 32k INFO ====> Epoch: 341 +2023-02-04 14:42:28,015 32k INFO ====> Epoch: 342 +2023-02-04 14:42:31,813 32k INFO ====> Epoch: 343 +2023-02-04 14:42:35,580 32k INFO ====> Epoch: 344 +2023-02-04 14:42:39,266 32k INFO ====> Epoch: 345 +2023-02-04 14:42:42,975 32k INFO ====> Epoch: 346 +2023-02-04 14:42:46,709 32k INFO ====> Epoch: 347 +2023-02-04 14:42:50,463 32k INFO ====> Epoch: 348 +2023-02-04 14:42:54,223 32k INFO ====> Epoch: 349 +2023-02-04 14:42:57,956 32k INFO ====> Epoch: 350 +2023-02-04 14:43:01,756 32k INFO ====> Epoch: 351 +2023-02-04 14:43:05,477 32k INFO ====> Epoch: 352 +2023-02-04 14:43:09,184 32k INFO ====> Epoch: 353 +2023-02-04 14:43:12,940 32k INFO ====> Epoch: 354 +2023-02-04 14:43:16,726 32k INFO ====> Epoch: 355 +2023-02-04 14:43:20,463 32k INFO ====> Epoch: 356 +2023-02-04 14:43:24,203 32k INFO ====> Epoch: 357 +2023-02-04 14:43:28,007 32k INFO ====> Epoch: 358 +2023-02-04 14:43:31,811 32k INFO ====> Epoch: 359 +2023-02-04 14:43:35,587 32k INFO ====> Epoch: 360 +2023-02-04 14:43:39,343 32k INFO ====> Epoch: 361 +2023-02-04 14:43:43,062 32k INFO ====> Epoch: 362 +2023-02-04 14:43:46,831 32k INFO ====> Epoch: 363 +2023-02-04 14:43:50,542 32k INFO ====> Epoch: 364 +2023-02-04 14:43:54,257 32k INFO ====> Epoch: 365 +2023-02-04 14:43:58,070 32k INFO ====> Epoch: 366 +2023-02-04 14:44:01,817 32k INFO ====> Epoch: 367 +2023-02-04 14:44:05,625 32k INFO ====> Epoch: 368 +2023-02-04 14:44:09,341 32k INFO ====> Epoch: 369 +2023-02-04 14:44:13,071 32k INFO ====> Epoch: 370 +2023-02-04 14:44:16,860 32k INFO ====> Epoch: 371 +2023-02-04 14:44:20,618 32k INFO ====> Epoch: 372 +2023-02-04 14:44:24,350 32k INFO ====> Epoch: 373 +2023-02-04 14:44:28,101 32k INFO ====> Epoch: 374 +2023-02-04 14:44:31,872 32k INFO ====> Epoch: 375 +2023-02-04 14:44:35,704 32k INFO ====> Epoch: 376 +2023-02-04 14:44:39,428 32k INFO ====> Epoch: 377 +2023-02-04 14:44:43,169 32k INFO ====> Epoch: 378 +2023-02-04 14:44:46,910 32k INFO ====> Epoch: 379 +2023-02-04 14:44:50,679 32k INFO ====> Epoch: 380 +2023-02-04 14:44:54,416 32k INFO ====> Epoch: 381 +2023-02-04 14:44:58,180 32k INFO ====> Epoch: 382 +2023-02-04 14:45:01,956 32k INFO ====> Epoch: 383 +2023-02-04 14:45:05,780 32k INFO ====> Epoch: 384 +2023-02-04 14:45:09,497 32k INFO ====> Epoch: 385 +2023-02-04 14:45:13,200 32k INFO ====> Epoch: 386 +2023-02-04 14:45:16,984 32k INFO ====> Epoch: 387 +2023-02-04 14:45:20,801 32k INFO ====> Epoch: 388 +2023-02-04 14:45:24,571 32k INFO ====> Epoch: 389 +2023-02-04 14:45:28,290 32k INFO ====> Epoch: 390 +2023-02-04 14:45:31,983 32k INFO ====> Epoch: 391 +2023-02-04 14:45:35,745 32k INFO ====> Epoch: 392 +2023-02-04 14:45:39,486 32k INFO ====> Epoch: 393 +2023-02-04 14:45:43,189 32k INFO ====> Epoch: 394 +2023-02-04 14:45:46,959 32k INFO ====> Epoch: 395 +2023-02-04 14:45:50,709 32k INFO ====> Epoch: 396 +2023-02-04 14:45:54,504 32k INFO ====> Epoch: 397 +2023-02-04 14:45:58,236 32k INFO ====> Epoch: 398 +2023-02-04 14:46:02,025 32k INFO ====> Epoch: 399 +2023-02-04 14:46:05,823 32k INFO ====> Epoch: 400 +2023-02-04 14:46:09,575 32k INFO ====> Epoch: 401 +2023-02-04 14:46:13,286 32k INFO ====> Epoch: 402 +2023-02-04 14:46:16,995 32k INFO ====> Epoch: 403 +2023-02-04 14:46:20,789 32k INFO ====> Epoch: 404 +2023-02-04 14:46:24,576 32k INFO ====> Epoch: 405 +2023-02-04 14:46:28,367 32k INFO ====> Epoch: 406 +2023-02-04 14:46:32,094 32k INFO ====> Epoch: 407 +2023-02-04 14:46:35,844 32k INFO ====> Epoch: 408 +2023-02-04 14:46:39,652 32k INFO ====> Epoch: 409 +2023-02-04 14:46:43,403 32k INFO ====> Epoch: 410 +2023-02-04 14:46:47,207 32k INFO ====> Epoch: 411 +2023-02-04 14:46:50,972 32k INFO ====> Epoch: 412 +2023-02-04 14:46:54,805 32k INFO ====> Epoch: 413 +2023-02-04 14:46:58,562 32k INFO ====> Epoch: 414 +2023-02-04 14:47:02,261 32k INFO ====> Epoch: 415 +2023-02-04 14:47:06,065 32k INFO ====> Epoch: 416 +2023-02-04 14:47:09,813 32k INFO ====> Epoch: 417 +2023-02-04 14:47:13,537 32k INFO ====> Epoch: 418 +2023-02-04 14:47:17,307 32k INFO ====> Epoch: 419 +2023-02-04 14:47:21,189 32k INFO ====> Epoch: 420 +2023-02-04 14:47:24,995 32k INFO ====> Epoch: 421 +2023-02-04 14:47:28,810 32k INFO ====> Epoch: 422 +2023-02-04 14:47:32,572 32k INFO ====> Epoch: 423 +2023-02-04 14:47:36,248 32k INFO ====> Epoch: 424 +2023-02-04 14:47:39,993 32k INFO ====> Epoch: 425 +2023-02-04 14:47:43,771 32k INFO ====> Epoch: 426 +2023-02-04 14:47:47,498 32k INFO ====> Epoch: 427 +2023-02-04 14:47:51,235 32k INFO ====> Epoch: 428 +2023-02-04 14:47:55,022 32k INFO ====> Epoch: 429 +2023-02-04 14:47:58,794 32k INFO ====> Epoch: 430 +2023-02-04 14:48:02,549 32k INFO ====> Epoch: 431 +2023-02-04 14:48:06,328 32k INFO ====> Epoch: 432 +2023-02-04 14:48:10,107 32k INFO ====> Epoch: 433 +2023-02-04 14:48:13,901 32k INFO ====> Epoch: 434 +2023-02-04 14:48:17,687 32k INFO ====> Epoch: 435 +2023-02-04 14:48:21,467 32k INFO ====> Epoch: 436 +2023-02-04 14:48:25,179 32k INFO ====> Epoch: 437 +2023-02-04 14:48:28,907 32k INFO ====> Epoch: 438 +2023-02-04 14:48:32,680 32k INFO ====> Epoch: 439 +2023-02-04 14:48:36,434 32k INFO ====> Epoch: 440 +2023-02-04 14:48:40,192 32k INFO ====> Epoch: 441 +2023-02-04 14:48:43,980 32k INFO ====> Epoch: 442 +2023-02-04 14:48:47,742 32k INFO ====> Epoch: 443 +2023-02-04 14:48:51,496 32k INFO ====> Epoch: 444 +2023-02-04 14:48:55,190 32k INFO ====> Epoch: 445 +2023-02-04 14:48:58,915 32k INFO ====> Epoch: 446 +2023-02-04 14:49:02,725 32k INFO ====> Epoch: 447 +2023-02-04 14:49:06,473 32k INFO ====> Epoch: 448 +2023-02-04 14:49:10,204 32k INFO ====> Epoch: 449 +2023-02-04 14:49:14,015 32k INFO ====> Epoch: 450 +2023-02-04 14:49:17,803 32k INFO ====> Epoch: 451 +2023-02-04 14:49:21,513 32k INFO ====> Epoch: 452 +2023-02-04 14:49:25,271 32k INFO ====> Epoch: 453 +2023-02-04 14:49:28,993 32k INFO ====> Epoch: 454 +2023-02-04 14:49:32,795 32k INFO ====> Epoch: 455 +2023-02-04 14:49:36,499 32k INFO ====> Epoch: 456 +2023-02-04 14:49:40,238 32k INFO ====> Epoch: 457 +2023-02-04 14:49:44,047 32k INFO ====> Epoch: 458 +2023-02-04 14:49:47,831 32k INFO ====> Epoch: 459 +2023-02-04 14:49:51,538 32k INFO ====> Epoch: 460 +2023-02-04 14:49:55,244 32k INFO ====> Epoch: 461 +2023-02-04 14:49:58,982 32k INFO ====> Epoch: 462 +2023-02-04 14:50:02,768 32k INFO ====> Epoch: 463 +2023-02-04 14:50:06,513 32k INFO ====> Epoch: 464 +2023-02-04 14:50:10,239 32k INFO ====> Epoch: 465 +2023-02-04 14:50:14,039 32k INFO ====> Epoch: 466 +2023-02-04 14:50:17,847 32k INFO ====> Epoch: 467 +2023-02-04 14:50:21,585 32k INFO ====> Epoch: 468 +2023-02-04 14:50:25,389 32k INFO ====> Epoch: 469 +2023-02-04 14:50:29,158 32k INFO ====> Epoch: 470 +2023-02-04 14:50:32,951 32k INFO ====> Epoch: 471 +2023-02-04 14:50:36,709 32k INFO ====> Epoch: 472 +2023-02-04 14:50:40,428 32k INFO ====> Epoch: 473 +2023-02-04 14:50:44,177 32k INFO ====> Epoch: 474 +2023-02-04 14:50:47,958 32k INFO ====> Epoch: 475 +2023-02-04 14:50:51,846 32k INFO ====> Epoch: 476 +2023-02-04 14:50:55,646 32k INFO ====> Epoch: 477 +2023-02-04 14:50:59,501 32k INFO ====> Epoch: 478 +2023-02-04 14:51:03,405 32k INFO ====> Epoch: 479 +2023-02-04 14:51:07,238 32k INFO ====> Epoch: 480 +2023-02-04 14:51:11,002 32k INFO ====> Epoch: 481 +2023-02-04 14:51:14,785 32k INFO ====> Epoch: 482 +2023-02-04 14:51:18,556 32k INFO ====> Epoch: 483 +2023-02-04 14:51:22,297 32k INFO ====> Epoch: 484 +2023-02-04 14:51:26,057 32k INFO ====> Epoch: 485 +2023-02-04 14:51:29,830 32k INFO ====> Epoch: 486 +2023-02-04 14:51:33,615 32k INFO ====> Epoch: 487 +2023-02-04 14:51:37,340 32k INFO ====> Epoch: 488 +2023-02-04 14:51:41,046 32k INFO ====> Epoch: 489 +2023-02-04 14:51:44,828 32k INFO ====> Epoch: 490 +2023-02-04 14:51:48,553 32k INFO ====> Epoch: 491 +2023-02-04 14:51:52,317 32k INFO ====> Epoch: 492 +2023-02-04 14:51:56,113 32k INFO ====> Epoch: 493 +2023-02-04 14:51:59,833 32k INFO ====> Epoch: 494 +2023-02-04 14:52:03,555 32k INFO ====> Epoch: 495 +2023-02-04 14:52:07,269 32k INFO ====> Epoch: 496 +2023-02-04 14:52:11,043 32k INFO ====> Epoch: 497 +2023-02-04 14:52:14,809 32k INFO ====> Epoch: 498 +2023-02-04 14:52:18,577 32k INFO ====> Epoch: 499 +2023-02-04 14:52:22,281 32k INFO ====> Epoch: 500 +2023-02-04 14:52:26,028 32k INFO ====> Epoch: 501 +2023-02-04 14:52:29,823 32k INFO ====> Epoch: 502 +2023-02-04 14:52:33,625 32k INFO ====> Epoch: 503 +2023-02-04 14:52:37,339 32k INFO ====> Epoch: 504 +2023-02-04 14:52:41,105 32k INFO ====> Epoch: 505 +2023-02-04 14:52:44,880 32k INFO ====> Epoch: 506 +2023-02-04 14:52:48,593 32k INFO ====> Epoch: 507 +2023-02-04 14:52:52,377 32k INFO ====> Epoch: 508 +2023-02-04 14:52:56,116 32k INFO ====> Epoch: 509 +2023-02-04 14:52:59,922 32k INFO ====> Epoch: 510 +2023-02-04 14:53:03,687 32k INFO ====> Epoch: 511 +2023-02-04 14:53:07,439 32k INFO ====> Epoch: 512 +2023-02-04 14:53:11,170 32k INFO ====> Epoch: 513 +2023-02-04 14:53:14,951 32k INFO ====> Epoch: 514 +2023-02-04 14:53:18,712 32k INFO ====> Epoch: 515 +2023-02-04 14:53:22,452 32k INFO ====> Epoch: 516 +2023-02-04 14:53:26,223 32k INFO ====> Epoch: 517 +2023-02-04 14:53:30,027 32k INFO ====> Epoch: 518 +2023-02-04 14:53:33,770 32k INFO ====> Epoch: 519 +2023-02-04 14:53:37,500 32k INFO ====> Epoch: 520 +2023-02-04 14:53:41,256 32k INFO ====> Epoch: 521 +2023-02-04 14:53:44,973 32k INFO ====> Epoch: 522 +2023-02-04 14:53:48,752 32k INFO ====> Epoch: 523 +2023-02-04 14:53:52,430 32k INFO ====> Epoch: 524 +2023-02-04 14:53:56,151 32k INFO ====> Epoch: 525 +2023-02-04 14:53:59,920 32k INFO ====> Epoch: 526 +2023-02-04 14:54:03,732 32k INFO ====> Epoch: 527 +2023-02-04 14:54:07,450 32k INFO ====> Epoch: 528 +2023-02-04 14:54:11,186 32k INFO ====> Epoch: 529 +2023-02-04 14:54:14,973 32k INFO ====> Epoch: 530 +2023-02-04 14:54:18,748 32k INFO ====> Epoch: 531 +2023-02-04 14:54:22,446 32k INFO ====> Epoch: 532 +2023-02-04 14:54:26,142 32k INFO ====> Epoch: 533 +2023-02-04 14:54:29,902 32k INFO ====> Epoch: 534 +2023-02-04 14:54:33,607 32k INFO ====> Epoch: 535 +2023-02-04 14:54:37,340 32k INFO ====> Epoch: 536 +2023-02-04 14:54:41,082 32k INFO ====> Epoch: 537 +2023-02-04 14:54:44,904 32k INFO ====> Epoch: 538 +2023-02-04 14:54:48,682 32k INFO ====> Epoch: 539 +2023-02-04 14:54:52,403 32k INFO ====> Epoch: 540 +2023-02-04 14:54:56,121 32k INFO ====> Epoch: 541 +2023-02-04 14:54:59,882 32k INFO ====> Epoch: 542 +2023-02-04 14:55:03,618 32k INFO ====> Epoch: 543 +2023-02-04 14:55:07,370 32k INFO ====> Epoch: 544 +2023-02-04 14:55:11,129 32k INFO ====> Epoch: 545 +2023-02-04 14:55:14,868 32k INFO ====> Epoch: 546 +2023-02-04 14:55:18,638 32k INFO ====> Epoch: 547 +2023-02-04 14:55:22,346 32k INFO ====> Epoch: 548 +2023-02-04 14:55:26,058 32k INFO ====> Epoch: 549 +2023-02-04 14:55:29,837 32k INFO ====> Epoch: 550 +2023-02-04 14:55:33,577 32k INFO ====> Epoch: 551 +2023-02-04 14:55:37,316 32k INFO ====> Epoch: 552 +2023-02-04 14:55:41,063 32k INFO ====> Epoch: 553 +2023-02-04 14:55:44,853 32k INFO ====> Epoch: 554 +2023-02-04 14:55:48,616 32k INFO ====> Epoch: 555 +2023-02-04 14:55:52,362 32k INFO ====> Epoch: 556 +2023-02-04 14:55:56,104 32k INFO ====> Epoch: 557 +2023-02-04 14:55:59,878 32k INFO ====> Epoch: 558 +2023-02-04 14:56:03,655 32k INFO ====> Epoch: 559 +2023-02-04 14:56:07,405 32k INFO ====> Epoch: 560 +2023-02-04 14:56:11,147 32k INFO ====> Epoch: 561 +2023-02-04 14:56:14,910 32k INFO ====> Epoch: 562 +2023-02-04 14:56:18,689 32k INFO ====> Epoch: 563 +2023-02-04 14:56:22,413 32k INFO ====> Epoch: 564 +2023-02-04 14:56:26,101 32k INFO ====> Epoch: 565 +2023-02-04 14:56:29,858 32k INFO ====> Epoch: 566 +2023-02-04 14:56:33,614 32k INFO ====> Epoch: 567 +2023-02-04 14:56:37,313 32k INFO ====> Epoch: 568 +2023-02-04 14:56:41,064 32k INFO ====> Epoch: 569 +2023-02-04 14:56:44,831 32k INFO ====> Epoch: 570 +2023-02-04 14:56:48,581 32k INFO ====> Epoch: 571 +2023-02-04 14:56:52,319 32k INFO ====> Epoch: 572 +2023-02-04 14:56:56,080 32k INFO ====> Epoch: 573 +2023-02-04 14:56:59,841 32k INFO ====> Epoch: 574 +2023-02-04 14:57:03,619 32k INFO ====> Epoch: 575 +2023-02-04 14:57:07,408 32k INFO ====> Epoch: 576 +2023-02-04 14:57:11,158 32k INFO ====> Epoch: 577 +2023-02-04 14:57:14,929 32k INFO ====> Epoch: 578 +2023-02-04 14:57:18,645 32k INFO ====> Epoch: 579 +2023-02-04 14:57:22,399 32k INFO ====> Epoch: 580 +2023-02-04 14:57:26,134 32k INFO ====> Epoch: 581 +2023-02-04 14:57:29,917 32k INFO ====> Epoch: 582 +2023-02-04 14:57:33,712 32k INFO ====> Epoch: 583 +2023-02-04 14:57:37,466 32k INFO ====> Epoch: 584 +2023-02-04 14:57:41,174 32k INFO ====> Epoch: 585 +2023-02-04 14:57:44,896 32k INFO ====> Epoch: 586 +2023-02-04 14:57:48,687 32k INFO ====> Epoch: 587 +2023-02-04 14:57:52,404 32k INFO ====> Epoch: 588 +2023-02-04 14:57:56,142 32k INFO ====> Epoch: 589 +2023-02-04 14:57:59,930 32k INFO ====> Epoch: 590 +2023-02-04 14:58:03,699 32k INFO ====> Epoch: 591 +2023-02-04 14:58:07,526 32k INFO ====> Epoch: 592 +2023-02-04 14:58:11,281 32k INFO ====> Epoch: 593 +2023-02-04 14:58:15,104 32k INFO ====> Epoch: 594 +2023-02-04 14:58:18,894 32k INFO ====> Epoch: 595 +2023-02-04 14:58:22,661 32k INFO ====> Epoch: 596 +2023-02-04 14:58:26,465 32k INFO ====> Epoch: 597 +2023-02-04 14:58:30,263 32k INFO ====> Epoch: 598 +2023-02-04 14:58:34,012 32k INFO ====> Epoch: 599 +2023-02-04 14:58:37,802 32k INFO ====> Epoch: 600 +2023-02-04 14:58:41,600 32k INFO ====> Epoch: 601 +2023-02-04 14:58:45,342 32k INFO ====> Epoch: 602 +2023-02-04 14:58:49,086 32k INFO ====> Epoch: 603 +2023-02-04 14:58:52,839 32k INFO ====> Epoch: 604 +2023-02-04 14:58:56,603 32k INFO ====> Epoch: 605 +2023-02-04 14:59:00,368 32k INFO ====> Epoch: 606 +2023-02-04 14:59:04,095 32k INFO ====> Epoch: 607 +2023-02-04 14:59:07,886 32k INFO ====> Epoch: 608 +2023-02-04 14:59:11,692 32k INFO ====> Epoch: 609 +2023-02-04 14:59:15,468 32k INFO ====> Epoch: 610 +2023-02-04 14:59:19,236 32k INFO ====> Epoch: 611 +2023-02-04 14:59:22,992 32k INFO ====> Epoch: 612 +2023-02-04 14:59:26,720 32k INFO ====> Epoch: 613 +2023-02-04 14:59:30,522 32k INFO ====> Epoch: 614 +2023-02-04 14:59:34,276 32k INFO ====> Epoch: 615 +2023-02-04 14:59:38,059 32k INFO ====> Epoch: 616 +2023-02-04 14:59:41,822 32k INFO ====> Epoch: 617 +2023-02-04 14:59:45,530 32k INFO ====> Epoch: 618 +2023-02-04 14:59:49,318 32k INFO ====> Epoch: 619 +2023-02-04 14:59:53,046 32k INFO ====> Epoch: 620 +2023-02-04 14:59:56,814 32k INFO ====> Epoch: 621 +2023-02-04 15:00:00,569 32k INFO ====> Epoch: 622 +2023-02-04 15:00:04,324 32k INFO ====> Epoch: 623 +2023-02-04 15:00:08,103 32k INFO ====> Epoch: 624 +2023-02-04 15:00:11,862 32k INFO ====> Epoch: 625 +2023-02-04 15:00:15,600 32k INFO ====> Epoch: 626 +2023-02-04 15:00:19,358 32k INFO ====> Epoch: 627 +2023-02-04 15:00:23,136 32k INFO ====> Epoch: 628 +2023-02-04 15:00:26,926 32k INFO ====> Epoch: 629 +2023-02-04 15:00:30,752 32k INFO ====> Epoch: 630 +2023-02-04 15:00:34,464 32k INFO ====> Epoch: 631 +2023-02-04 15:00:38,251 32k INFO ====> Epoch: 632 +2023-02-04 15:00:42,043 32k INFO ====> Epoch: 633 +2023-02-04 15:00:45,819 32k INFO ====> Epoch: 634 +2023-02-04 15:00:49,595 32k INFO ====> Epoch: 635 +2023-02-04 15:00:53,364 32k INFO ====> Epoch: 636 +2023-02-04 15:00:57,120 32k INFO ====> Epoch: 637 +2023-02-04 15:01:00,890 32k INFO ====> Epoch: 638 +2023-02-04 15:01:04,613 32k INFO ====> Epoch: 639 +2023-02-04 15:01:08,330 32k INFO ====> Epoch: 640 +2023-02-04 15:01:12,124 32k INFO ====> Epoch: 641 +2023-02-04 15:01:15,992 32k INFO ====> Epoch: 642 +2023-02-04 15:01:29,597 32k INFO ====> Epoch: 643 +2023-02-04 15:01:33,382 32k INFO ====> Epoch: 644 +2023-02-04 15:01:37,091 32k INFO ====> Epoch: 645 +2023-02-04 15:01:40,852 32k INFO ====> Epoch: 646 +2023-02-04 15:01:44,653 32k INFO ====> Epoch: 647 +2023-02-04 15:01:48,427 32k INFO ====> Epoch: 648 +2023-02-04 15:01:52,130 32k INFO ====> Epoch: 649 +2023-02-04 15:01:55,850 32k INFO ====> Epoch: 650 +2023-02-04 15:01:59,587 32k INFO ====> Epoch: 651 +2023-02-04 15:02:03,283 32k INFO ====> Epoch: 652 +2023-02-04 15:02:07,012 32k INFO ====> Epoch: 653 +2023-02-04 15:02:10,793 32k INFO ====> Epoch: 654 +2023-02-04 15:02:14,481 32k INFO ====> Epoch: 655 +2023-02-04 15:02:18,170 32k INFO ====> Epoch: 656 +2023-02-04 15:02:21,882 32k INFO ====> Epoch: 657 +2023-02-04 15:02:25,621 32k INFO ====> Epoch: 658 +2023-02-04 15:02:29,332 32k INFO ====> Epoch: 659 +2023-02-04 15:02:33,064 32k INFO ====> Epoch: 660 +2023-02-04 15:02:36,779 32k INFO ====> Epoch: 661 +2023-02-04 15:02:40,511 32k INFO ====> Epoch: 662 +2023-02-04 15:02:44,241 32k INFO ====> Epoch: 663 +2023-02-04 15:02:48,040 32k INFO ====> Epoch: 664 +2023-02-04 15:02:51,841 32k INFO ====> Epoch: 665 +2023-02-04 15:02:55,593 32k INFO ====> Epoch: 666 +2023-02-04 15:02:59,345 32k INFO ====> Epoch: 667 +2023-02-04 15:03:03,076 32k INFO ====> Epoch: 668 +2023-02-04 15:03:06,845 32k INFO ====> Epoch: 669 +2023-02-04 15:03:10,604 32k INFO ====> Epoch: 670 +2023-02-04 15:03:14,308 32k INFO ====> Epoch: 671 +2023-02-04 15:03:18,022 32k INFO ====> Epoch: 672 +2023-02-04 15:03:21,789 32k INFO ====> Epoch: 673 +2023-02-04 15:03:25,508 32k INFO ====> Epoch: 674 +2023-02-04 15:03:29,263 32k INFO ====> Epoch: 675 +2023-02-04 15:03:33,019 32k INFO ====> Epoch: 676 +2023-02-04 15:03:36,756 32k INFO ====> Epoch: 677 +2023-02-04 15:03:40,480 32k INFO ====> Epoch: 678 +2023-02-04 15:03:44,189 32k INFO ====> Epoch: 679 +2023-02-04 15:03:47,948 32k INFO ====> Epoch: 680 +2023-02-04 15:03:51,729 32k INFO ====> Epoch: 681 +2023-02-04 15:03:55,505 32k INFO ====> Epoch: 682 +2023-02-04 15:03:59,273 32k INFO ====> Epoch: 683 +2023-02-04 15:04:03,030 32k INFO ====> Epoch: 684 +2023-02-04 15:04:06,768 32k INFO ====> Epoch: 685 +2023-02-04 15:04:10,528 32k INFO ====> Epoch: 686 +2023-02-04 15:04:14,256 32k INFO ====> Epoch: 687 +2023-02-04 15:04:18,033 32k INFO ====> Epoch: 688 +2023-02-04 15:04:21,802 32k INFO ====> Epoch: 689 +2023-02-04 15:04:25,554 32k INFO ====> Epoch: 690 +2023-02-04 15:04:29,257 32k INFO ====> Epoch: 691 +2023-02-04 15:04:33,045 32k INFO ====> Epoch: 692 +2023-02-04 15:04:36,805 32k INFO ====> Epoch: 693 +2023-02-04 15:04:40,527 32k INFO ====> Epoch: 694 +2023-02-04 15:04:44,197 32k INFO ====> Epoch: 695 +2023-02-04 15:04:47,933 32k INFO ====> Epoch: 696 +2023-02-04 15:04:51,733 32k INFO ====> Epoch: 697 +2023-02-04 15:04:55,531 32k INFO ====> Epoch: 698 +2023-02-04 15:04:59,226 32k INFO ====> Epoch: 699 +2023-02-04 15:05:03,071 32k INFO ====> Epoch: 700 +2023-02-04 15:05:06,888 32k INFO ====> Epoch: 701 +2023-02-04 15:05:10,641 32k INFO ====> Epoch: 702 +2023-02-04 15:05:14,394 32k INFO ====> Epoch: 703 +2023-02-04 15:05:18,125 32k INFO ====> Epoch: 704 +2023-02-04 15:05:21,874 32k INFO ====> Epoch: 705 +2023-02-04 15:05:25,611 32k INFO ====> Epoch: 706 +2023-02-04 15:05:29,362 32k INFO ====> Epoch: 707 +2023-02-04 15:05:33,063 32k INFO ====> Epoch: 708 +2023-02-04 15:05:36,838 32k INFO ====> Epoch: 709 +2023-02-04 15:05:40,598 32k INFO ====> Epoch: 710 +2023-02-04 15:05:44,337 32k INFO ====> Epoch: 711 +2023-02-04 15:05:48,074 32k INFO ====> Epoch: 712 +2023-02-04 15:05:51,851 32k INFO ====> Epoch: 713 +2023-02-04 15:05:55,588 32k INFO ====> Epoch: 714 +2023-02-04 15:05:59,284 32k INFO ====> Epoch: 715 +2023-02-04 15:06:03,026 32k INFO ====> Epoch: 716 +2023-02-04 15:06:06,840 32k INFO ====> Epoch: 717 +2023-02-04 15:06:10,663 32k INFO ====> Epoch: 718 +2023-02-04 15:06:14,482 32k INFO ====> Epoch: 719 +2023-02-04 15:06:18,251 32k INFO ====> Epoch: 720 +2023-02-04 15:06:21,992 32k INFO ====> Epoch: 721 +2023-02-04 15:06:25,763 32k INFO ====> Epoch: 722 +2023-02-04 15:06:29,481 32k INFO ====> Epoch: 723 +2023-02-04 15:06:33,219 32k INFO ====> Epoch: 724 +2023-02-04 15:06:36,974 32k INFO ====> Epoch: 725 +2023-02-04 15:06:40,795 32k INFO ====> Epoch: 726 +2023-02-04 15:06:44,548 32k INFO ====> Epoch: 727 +2023-02-04 15:06:48,239 32k INFO ====> Epoch: 728 +2023-02-04 15:06:51,948 32k INFO ====> Epoch: 729 +2023-02-04 15:06:55,666 32k INFO ====> Epoch: 730 +2023-02-04 15:06:59,408 32k INFO ====> Epoch: 731 +2023-02-04 15:07:03,104 32k INFO ====> Epoch: 732 +2023-02-04 15:07:06,836 32k INFO ====> Epoch: 733 +2023-02-04 15:07:10,568 32k INFO ====> Epoch: 734 +2023-02-04 15:07:14,335 32k INFO ====> Epoch: 735 +2023-02-04 15:07:18,142 32k INFO ====> Epoch: 736 +2023-02-04 15:07:21,884 32k INFO ====> Epoch: 737 +2023-02-04 15:07:25,615 32k INFO ====> Epoch: 738 +2023-02-04 15:07:29,345 32k INFO ====> Epoch: 739 +2023-02-04 15:07:33,053 32k INFO ====> Epoch: 740 +2023-02-04 15:07:36,837 32k INFO ====> Epoch: 741 +2023-02-04 15:07:40,580 32k INFO ====> Epoch: 742 +2023-02-04 15:07:44,283 32k INFO ====> Epoch: 743 +2023-02-04 15:07:48,025 32k INFO ====> Epoch: 744 +2023-02-04 15:07:51,799 32k INFO ====> Epoch: 745 +2023-02-04 15:07:55,526 32k INFO ====> Epoch: 746 +2023-02-04 15:07:59,228 32k INFO ====> Epoch: 747 +2023-02-04 15:08:02,955 32k INFO ====> Epoch: 748 +2023-02-04 15:08:06,711 32k INFO ====> Epoch: 749 +2023-02-04 15:08:10,442 32k INFO ====> Epoch: 750 +2023-02-04 15:08:14,196 32k INFO ====> Epoch: 751 +2023-02-04 15:08:17,971 32k INFO ====> Epoch: 752 +2023-02-04 15:08:21,808 32k INFO ====> Epoch: 753 +2023-02-04 15:08:25,520 32k INFO ====> Epoch: 754 +2023-02-04 15:08:29,245 32k INFO ====> Epoch: 755 +2023-02-04 15:08:32,956 32k INFO ====> Epoch: 756 +2023-02-04 15:08:36,738 32k INFO ====> Epoch: 757 +2023-02-04 15:08:40,467 32k INFO ====> Epoch: 758 +2023-02-04 15:08:44,222 32k INFO ====> Epoch: 759 +2023-02-04 15:08:47,945 32k INFO ====> Epoch: 760 +2023-02-04 15:08:51,728 32k INFO ====> Epoch: 761 +2023-02-04 15:08:55,448 32k INFO ====> Epoch: 762 +2023-02-04 15:08:59,176 32k INFO ====> Epoch: 763 +2023-02-04 15:09:02,937 32k INFO ====> Epoch: 764 +2023-02-04 15:09:06,707 32k INFO ====> Epoch: 765 +2023-02-04 15:09:10,456 32k INFO ====> Epoch: 766 +2023-02-04 15:09:14,143 32k INFO ====> Epoch: 767 +2023-02-04 15:09:17,903 32k INFO ====> Epoch: 768 +2023-02-04 15:09:21,617 32k INFO ====> Epoch: 769 +2023-02-04 15:09:25,376 32k INFO ====> Epoch: 770 +2023-02-04 15:09:29,150 32k INFO ====> Epoch: 771 +2023-02-04 15:09:32,874 32k INFO ====> Epoch: 772 +2023-02-04 15:09:36,665 32k INFO ====> Epoch: 773 +2023-02-04 15:09:40,371 32k INFO ====> Epoch: 774 +2023-02-04 15:09:44,095 32k INFO ====> Epoch: 775 +2023-02-04 15:09:47,883 32k INFO ====> Epoch: 776 +2023-02-04 15:09:51,602 32k INFO ====> Epoch: 777 +2023-02-04 15:09:55,311 32k INFO ====> Epoch: 778 +2023-02-04 15:09:59,009 32k INFO ====> Epoch: 779 +2023-02-04 15:10:02,785 32k INFO ====> Epoch: 780 +2023-02-04 15:10:06,538 32k INFO ====> Epoch: 781 +2023-02-04 15:10:10,263 32k INFO ====> Epoch: 782 +2023-02-04 15:10:13,993 32k INFO ====> Epoch: 783 +2023-02-04 15:10:17,721 32k INFO ====> Epoch: 784 +2023-02-04 15:10:21,468 32k INFO ====> Epoch: 785 +2023-02-04 15:10:25,180 32k INFO ====> Epoch: 786 +2023-02-04 15:10:28,940 32k INFO ====> Epoch: 787 +2023-02-04 15:10:32,719 32k INFO ====> Epoch: 788 +2023-02-04 15:10:36,462 32k INFO ====> Epoch: 789 +2023-02-04 15:10:40,233 32k INFO ====> Epoch: 790 +2023-02-04 15:10:44,020 32k INFO ====> Epoch: 791 +2023-02-04 15:10:47,809 32k INFO ====> Epoch: 792 +2023-02-04 15:10:51,510 32k INFO ====> Epoch: 793 +2023-02-04 15:10:55,228 32k INFO ====> Epoch: 794 +2023-02-04 15:10:58,960 32k INFO ====> Epoch: 795 +2023-02-04 15:11:02,675 32k INFO ====> Epoch: 796 +2023-02-04 15:11:06,428 32k INFO ====> Epoch: 797 +2023-02-04 15:11:10,156 32k INFO ====> Epoch: 798 +2023-02-04 15:11:13,935 32k INFO ====> Epoch: 799 +2023-02-04 15:11:17,659 32k INFO ====> Epoch: 800 +2023-02-04 15:11:21,413 32k INFO ====> Epoch: 801 +2023-02-04 15:11:25,143 32k INFO ====> Epoch: 802 +2023-02-04 15:11:28,916 32k INFO ====> Epoch: 803 +2023-02-04 15:11:32,603 32k INFO ====> Epoch: 804 +2023-02-04 15:11:36,368 32k INFO ====> Epoch: 805 +2023-02-04 15:11:40,126 32k INFO ====> Epoch: 806 +2023-02-04 15:11:43,886 32k INFO ====> Epoch: 807 +2023-02-04 15:11:47,643 32k INFO ====> Epoch: 808 +2023-02-04 15:11:51,456 32k INFO ====> Epoch: 809 +2023-02-04 15:11:55,183 32k INFO ====> Epoch: 810 +2023-02-04 15:11:58,961 32k INFO ====> Epoch: 811 +2023-02-04 15:12:02,716 32k INFO ====> Epoch: 812 +2023-02-04 15:12:06,502 32k INFO ====> Epoch: 813 +2023-02-04 15:12:10,249 32k INFO ====> Epoch: 814 +2023-02-04 15:12:13,996 32k INFO ====> Epoch: 815 +2023-02-04 15:12:17,762 32k INFO ====> Epoch: 816 +2023-02-04 15:12:21,478 32k INFO ====> Epoch: 817 +2023-02-04 15:12:25,171 32k INFO ====> Epoch: 818 +2023-02-04 15:12:28,964 32k INFO ====> Epoch: 819 +2023-02-04 15:12:32,767 32k INFO ====> Epoch: 820 +2023-02-04 15:12:36,507 32k INFO ====> Epoch: 821 +2023-02-04 15:12:40,218 32k INFO ====> Epoch: 822 +2023-02-04 15:12:44,028 32k INFO ====> Epoch: 823 +2023-02-04 15:12:47,764 32k INFO ====> Epoch: 824 +2023-02-04 15:12:51,562 32k INFO ====> Epoch: 825 +2023-02-04 15:12:55,312 32k INFO ====> Epoch: 826 +2023-02-04 15:12:59,083 32k INFO ====> Epoch: 827 +2023-02-04 15:13:02,833 32k INFO ====> Epoch: 828 +2023-02-04 15:13:06,591 32k INFO ====> Epoch: 829 +2023-02-04 15:13:10,321 32k INFO ====> Epoch: 830 +2023-02-04 15:13:14,096 32k INFO ====> Epoch: 831 +2023-02-04 15:13:17,843 32k INFO ====> Epoch: 832 +2023-02-04 15:13:21,629 32k INFO ====> Epoch: 833 +2023-02-04 15:13:25,343 32k INFO ====> Epoch: 834 +2023-02-04 15:13:29,065 32k INFO ====> Epoch: 835 +2023-02-04 15:13:32,799 32k INFO ====> Epoch: 836 +2023-02-04 15:13:36,514 32k INFO ====> Epoch: 837 +2023-02-04 15:13:40,260 32k INFO ====> Epoch: 838 +2023-02-04 15:13:44,055 32k INFO ====> Epoch: 839 +2023-02-04 15:13:47,864 32k INFO ====> Epoch: 840 +2023-02-04 15:13:51,647 32k INFO ====> Epoch: 841 +2023-02-04 15:13:55,354 32k INFO ====> Epoch: 842 +2023-02-04 15:13:59,103 32k INFO ====> Epoch: 843 +2023-02-04 15:14:02,877 32k INFO ====> Epoch: 844 +2023-02-04 15:14:06,642 32k INFO ====> Epoch: 845 +2023-02-04 15:14:10,440 32k INFO ====> Epoch: 846 +2023-02-04 15:14:14,164 32k INFO ====> Epoch: 847 +2023-02-04 15:14:17,943 32k INFO ====> Epoch: 848 +2023-02-04 15:14:21,696 32k INFO ====> Epoch: 849 +2023-02-04 15:14:25,429 32k INFO ====> Epoch: 850 +2023-02-04 15:14:29,140 32k INFO ====> Epoch: 851 +2023-02-04 15:14:32,904 32k INFO ====> Epoch: 852 +2023-02-04 15:14:36,687 32k INFO ====> Epoch: 853 +2023-02-04 15:14:40,422 32k INFO ====> Epoch: 854 +2023-02-04 15:14:44,138 32k INFO ====> Epoch: 855 +2023-02-04 15:14:47,928 32k INFO ====> Epoch: 856 +2023-02-04 15:14:51,701 32k INFO ====> Epoch: 857 +2023-02-04 15:14:55,487 32k INFO ====> Epoch: 858 +2023-02-04 15:14:59,242 32k INFO ====> Epoch: 859 +2023-02-04 15:15:02,988 32k INFO ====> Epoch: 860 +2023-02-04 15:15:06,771 32k INFO ====> Epoch: 861 +2023-02-04 15:15:10,528 32k INFO ====> Epoch: 862 +2023-02-04 15:15:14,236 32k INFO ====> Epoch: 863 +2023-02-04 15:15:18,009 32k INFO ====> Epoch: 864 +2023-02-04 15:15:21,803 32k INFO ====> Epoch: 865 +2023-02-04 15:15:25,533 32k INFO ====> Epoch: 866 +2023-02-04 15:15:29,226 32k INFO ====> Epoch: 867 +2023-02-04 15:15:32,975 32k INFO ====> Epoch: 868 +2023-02-04 15:15:36,731 32k INFO ====> Epoch: 869 +2023-02-04 15:15:40,466 32k INFO ====> Epoch: 870 +2023-02-04 15:15:44,233 32k INFO ====> Epoch: 871 +2023-02-04 15:15:47,970 32k INFO ====> Epoch: 872 +2023-02-04 15:15:51,715 32k INFO ====> Epoch: 873 +2023-02-04 15:15:55,438 32k INFO ====> Epoch: 874 +2023-02-04 15:15:59,180 32k INFO ====> Epoch: 875 +2023-02-04 15:16:02,969 32k INFO ====> Epoch: 876 +2023-02-04 15:16:06,696 32k INFO ====> Epoch: 877 +2023-02-04 15:16:10,405 32k INFO ====> Epoch: 878 +2023-02-04 15:16:14,147 32k INFO ====> Epoch: 879 +2023-02-04 15:16:17,941 32k INFO ====> Epoch: 880 +2023-02-04 15:16:21,680 32k INFO ====> Epoch: 881 +2023-02-04 15:16:25,398 32k INFO ====> Epoch: 882 +2023-02-04 15:16:29,107 32k INFO ====> Epoch: 883 +2023-02-04 15:16:32,898 32k INFO ====> Epoch: 884 +2023-02-04 15:16:36,627 32k INFO ====> Epoch: 885 +2023-02-04 15:16:40,372 32k INFO ====> Epoch: 886 +2023-02-04 15:16:44,114 32k INFO ====> Epoch: 887 +2023-02-04 15:16:47,909 32k INFO ====> Epoch: 888 +2023-02-04 15:16:51,693 32k INFO ====> Epoch: 889 +2023-02-04 15:16:55,555 32k INFO ====> Epoch: 890 +2023-02-04 15:16:59,314 32k INFO ====> Epoch: 891 +2023-02-04 15:17:03,040 32k INFO ====> Epoch: 892 +2023-02-04 15:17:06,839 32k INFO ====> Epoch: 893 +2023-02-04 15:17:10,631 32k INFO ====> Epoch: 894 +2023-02-04 15:17:14,358 32k INFO ====> Epoch: 895 +2023-02-04 15:17:18,080 32k INFO ====> Epoch: 896 +2023-02-04 15:17:21,830 32k INFO ====> Epoch: 897 +2023-02-04 15:17:25,607 32k INFO ====> Epoch: 898 +2023-02-04 15:17:29,390 32k INFO ====> Epoch: 899 +2023-02-04 15:17:33,115 32k INFO ====> Epoch: 900 +2023-02-04 15:17:36,839 32k INFO ====> Epoch: 901 +2023-02-04 15:17:40,577 32k INFO ====> Epoch: 902 +2023-02-04 15:17:44,285 32k INFO ====> Epoch: 903 +2023-02-04 15:17:48,014 32k INFO ====> Epoch: 904 +2023-02-04 15:17:51,756 32k INFO ====> Epoch: 905 +2023-02-04 15:17:55,561 32k INFO ====> Epoch: 906 +2023-02-04 15:17:59,280 32k INFO ====> Epoch: 907 +2023-02-04 15:18:03,043 32k INFO ====> Epoch: 908 +2023-02-04 15:18:06,816 32k INFO ====> Epoch: 909 +2023-02-04 15:18:10,572 32k INFO ====> Epoch: 910 +2023-02-04 15:18:14,416 32k INFO ====> Epoch: 911 +2023-02-04 15:18:18,128 32k INFO ====> Epoch: 912 +2023-02-04 15:18:21,872 32k INFO ====> Epoch: 913 +2023-02-04 15:18:25,683 32k INFO ====> Epoch: 914 +2023-02-04 15:18:29,448 32k INFO ====> Epoch: 915 +2023-02-04 15:18:33,192 32k INFO ====> Epoch: 916 +2023-02-04 15:18:36,938 32k INFO ====> Epoch: 917 +2023-02-04 15:18:40,762 32k INFO ====> Epoch: 918 +2023-02-04 15:18:44,467 32k INFO ====> Epoch: 919 +2023-02-04 15:18:48,199 32k INFO ====> Epoch: 920 +2023-02-04 15:18:51,921 32k INFO ====> Epoch: 921 +2023-02-04 15:18:55,730 32k INFO ====> Epoch: 922 +2023-02-04 15:18:59,518 32k INFO ====> Epoch: 923 +2023-02-04 15:19:03,246 32k INFO ====> Epoch: 924 +2023-02-04 15:19:06,988 32k INFO ====> Epoch: 925 +2023-02-04 15:19:10,813 32k INFO ====> Epoch: 926 +2023-02-04 15:19:14,539 32k INFO ====> Epoch: 927 +2023-02-04 15:19:18,259 32k INFO ====> Epoch: 928 +2023-02-04 15:19:22,021 32k INFO ====> Epoch: 929 +2023-02-04 15:19:25,761 32k INFO ====> Epoch: 930 +2023-02-04 15:19:29,489 32k INFO ====> Epoch: 931 +2023-02-04 15:19:33,231 32k INFO ====> Epoch: 932 +2023-02-04 15:19:36,959 32k INFO ====> Epoch: 933 +2023-02-04 15:19:40,740 32k INFO ====> Epoch: 934 +2023-02-04 15:19:44,526 32k INFO ====> Epoch: 935 +2023-02-04 15:19:48,294 32k INFO ====> Epoch: 936 +2023-02-04 15:19:52,087 32k INFO ====> Epoch: 937 +2023-02-04 15:19:55,865 32k INFO ====> Epoch: 938 +2023-02-04 15:19:59,592 32k INFO ====> Epoch: 939 +2023-02-04 15:20:03,340 32k INFO ====> Epoch: 940 +2023-02-04 15:20:07,043 32k INFO ====> Epoch: 941 +2023-02-04 15:20:10,800 32k INFO ====> Epoch: 942 +2023-02-04 15:20:14,520 32k INFO ====> Epoch: 943 +2023-02-04 15:20:18,208 32k INFO ====> Epoch: 944 +2023-02-04 15:20:21,961 32k INFO ====> Epoch: 945 +2023-02-04 15:20:25,740 32k INFO ====> Epoch: 946 +2023-02-04 15:20:29,516 32k INFO ====> Epoch: 947 +2023-02-04 15:20:33,243 32k INFO ====> Epoch: 948 +2023-02-04 15:20:37,025 32k INFO ====> Epoch: 949 +2023-02-04 15:20:40,770 32k INFO ====> Epoch: 950 +2023-02-04 15:20:44,485 32k INFO ====> Epoch: 951 +2023-02-04 15:20:48,228 32k INFO ====> Epoch: 952 +2023-02-04 15:20:51,993 32k INFO ====> Epoch: 953 +2023-02-04 15:20:55,802 32k INFO ====> Epoch: 954 +2023-02-04 15:20:59,531 32k INFO ====> Epoch: 955 +2023-02-04 15:21:03,246 32k INFO ====> Epoch: 956 +2023-02-04 15:21:06,933 32k INFO ====> Epoch: 957 +2023-02-04 15:21:10,712 32k INFO ====> Epoch: 958 +2023-02-04 15:21:14,414 32k INFO ====> Epoch: 959 +2023-02-04 15:21:18,123 32k INFO ====> Epoch: 960 +2023-02-04 15:21:21,946 32k INFO ====> Epoch: 961 +2023-02-04 15:21:25,806 32k INFO ====> Epoch: 962 +2023-02-04 15:21:29,586 32k INFO ====> Epoch: 963 +2023-02-04 15:21:33,382 32k INFO ====> Epoch: 964 +2023-02-04 15:21:37,152 32k INFO ====> Epoch: 965 +2023-02-04 15:21:41,018 32k INFO ====> Epoch: 966 +2023-02-04 15:21:46,284 32k INFO ====> Epoch: 967 +2023-02-04 15:21:50,135 32k INFO ====> Epoch: 968 +2023-02-04 15:21:53,963 32k INFO ====> Epoch: 969 +2023-02-04 15:21:57,824 32k INFO ====> Epoch: 970 +2023-02-04 15:22:01,629 32k INFO ====> Epoch: 971 +2023-02-04 15:22:05,522 32k INFO ====> Epoch: 972 +2023-02-04 15:22:09,760 32k INFO ====> Epoch: 973 +2023-02-04 15:22:13,648 32k INFO ====> Epoch: 974 +2023-02-04 15:22:17,466 32k INFO ====> Epoch: 975 +2023-02-04 15:22:21,308 32k INFO ====> Epoch: 976 +2023-02-04 15:22:25,067 32k INFO ====> Epoch: 977 +2023-02-04 15:22:28,857 32k INFO ====> Epoch: 978 +2023-02-04 15:22:32,649 32k INFO ====> Epoch: 979 +2023-02-04 15:22:36,460 32k INFO ====> Epoch: 980 +2023-02-04 15:22:40,403 32k INFO ====> Epoch: 981 +2023-02-04 15:22:44,465 32k INFO ====> Epoch: 982 +2023-02-04 15:22:48,319 32k INFO ====> Epoch: 983 +2023-02-04 15:22:52,124 32k INFO ====> Epoch: 984 +2023-02-04 15:22:55,969 32k INFO ====> Epoch: 985 +2023-02-04 15:22:59,818 32k INFO ====> Epoch: 986 +2023-02-04 15:23:03,679 32k INFO ====> Epoch: 987 +2023-02-04 15:23:07,535 32k INFO ====> Epoch: 988 +2023-02-04 15:23:11,313 32k INFO ====> Epoch: 989 +2023-02-04 15:23:15,133 32k INFO ====> Epoch: 990 +2023-02-04 15:23:18,962 32k INFO ====> Epoch: 991 +2023-02-04 15:23:22,731 32k INFO ====> Epoch: 992 +2023-02-04 15:23:26,556 32k INFO ====> Epoch: 993 +2023-02-04 15:23:30,347 32k INFO ====> Epoch: 994 +2023-02-04 15:23:34,195 32k INFO ====> Epoch: 995 +2023-02-04 15:23:37,996 32k INFO ====> Epoch: 996 +2023-02-04 15:23:41,855 32k INFO ====> Epoch: 997 +2023-02-04 15:23:45,691 32k INFO ====> Epoch: 998 +2023-02-04 15:23:49,521 32k INFO ====> Epoch: 999 +2023-02-04 15:23:53,380 32k INFO ====> Epoch: 1000 +2023-02-04 15:23:57,485 32k INFO ====> Epoch: 1001 +2023-02-04 15:24:01,218 32k INFO ====> Epoch: 1002 +2023-02-04 15:24:05,009 32k INFO ====> Epoch: 1003 +2023-02-04 15:24:08,809 32k INFO ====> Epoch: 1004 +2023-02-04 15:24:12,586 32k INFO ====> Epoch: 1005 +2023-02-04 15:24:16,482 32k INFO ====> Epoch: 1006 +2023-02-04 15:24:20,441 32k INFO ====> Epoch: 1007 +2023-02-04 15:24:24,564 32k INFO ====> Epoch: 1008 +2023-02-04 15:24:28,405 32k INFO ====> Epoch: 1009 +2023-02-04 15:24:32,185 32k INFO ====> Epoch: 1010 +2023-02-04 15:24:35,933 32k INFO ====> Epoch: 1011 +2023-02-04 15:24:39,718 32k INFO ====> Epoch: 1012 +2023-02-04 15:24:43,507 32k INFO ====> Epoch: 1013 +2023-02-04 15:24:47,259 32k INFO ====> Epoch: 1014 +2023-02-04 15:24:51,043 32k INFO ====> Epoch: 1015 +2023-02-04 15:24:54,910 32k INFO ====> Epoch: 1016 +2023-02-04 15:24:58,706 32k INFO ====> Epoch: 1017 +2023-02-04 15:25:02,892 32k INFO ====> Epoch: 1018 +2023-02-04 15:25:06,799 32k INFO ====> Epoch: 1019 +2023-02-04 15:25:10,747 32k INFO ====> Epoch: 1020 +2023-02-04 15:25:14,493 32k INFO ====> Epoch: 1021 +2023-02-04 15:25:18,259 32k INFO ====> Epoch: 1022 +2023-02-04 15:25:22,071 32k INFO ====> Epoch: 1023 +2023-02-04 15:25:25,864 32k INFO ====> Epoch: 1024 +2023-02-04 15:25:29,784 32k INFO ====> Epoch: 1025 +2023-02-04 15:25:33,587 32k INFO ====> Epoch: 1026 +2023-02-04 15:25:37,377 32k INFO ====> Epoch: 1027 +2023-02-04 15:25:41,246 32k INFO ====> Epoch: 1028 +2023-02-04 15:25:45,046 32k INFO ====> Epoch: 1029 +2023-02-04 15:25:48,878 32k INFO ====> Epoch: 1030 +2023-02-04 15:25:52,750 32k INFO ====> Epoch: 1031 +2023-02-04 15:25:56,545 32k INFO ====> Epoch: 1032 +2023-02-04 15:26:00,435 32k INFO ====> Epoch: 1033 +2023-02-04 15:26:04,318 32k INFO ====> Epoch: 1034 +2023-02-04 15:26:08,132 32k INFO ====> Epoch: 1035 +2023-02-04 15:26:11,931 32k INFO ====> Epoch: 1036 +2023-02-04 15:26:15,708 32k INFO ====> Epoch: 1037 +2023-02-04 15:26:19,420 32k INFO ====> Epoch: 1038 +2023-02-04 15:26:23,160 32k INFO ====> Epoch: 1039 +2023-02-04 15:26:26,944 32k INFO ====> Epoch: 1040 +2023-02-04 15:26:30,733 32k INFO ====> Epoch: 1041 +2023-02-04 15:26:34,485 32k INFO ====> Epoch: 1042 +2023-02-04 15:26:38,251 32k INFO ====> Epoch: 1043 +2023-02-04 15:26:42,043 32k INFO ====> Epoch: 1044 +2023-02-04 15:26:45,835 32k INFO ====> Epoch: 1045 +2023-02-04 15:26:49,612 32k INFO ====> Epoch: 1046 +2023-02-04 15:26:53,303 32k INFO ====> Epoch: 1047 +2023-02-04 15:26:57,021 32k INFO ====> Epoch: 1048 +2023-02-04 15:27:00,827 32k INFO ====> Epoch: 1049 +2023-02-04 15:27:04,645 32k INFO ====> Epoch: 1050 +2023-02-04 15:27:08,409 32k INFO ====> Epoch: 1051 +2023-02-04 15:27:12,123 32k INFO ====> Epoch: 1052 +2023-02-04 15:27:15,892 32k INFO ====> Epoch: 1053 +2023-02-04 15:27:19,637 32k INFO ====> Epoch: 1054 +2023-02-04 15:27:23,378 32k INFO ====> Epoch: 1055 +2023-02-04 15:27:27,104 32k INFO ====> Epoch: 1056 +2023-02-04 15:27:30,890 32k INFO ====> Epoch: 1057 +2023-02-04 15:27:34,617 32k INFO ====> Epoch: 1058 +2023-02-04 15:27:38,390 32k INFO ====> Epoch: 1059 +2023-02-04 15:27:42,122 32k INFO ====> Epoch: 1060 +2023-02-04 15:27:45,889 32k INFO ====> Epoch: 1061 +2023-02-04 15:27:49,653 32k INFO ====> Epoch: 1062 +2023-02-04 15:27:53,363 32k INFO ====> Epoch: 1063 +2023-02-04 15:27:57,139 32k INFO ====> Epoch: 1064 +2023-02-04 15:28:00,903 32k INFO ====> Epoch: 1065 +2023-02-04 15:28:04,690 32k INFO ====> Epoch: 1066 +2023-02-04 15:28:08,425 32k INFO ====> Epoch: 1067 +2023-02-04 15:28:12,164 32k INFO ====> Epoch: 1068 +2023-02-04 15:28:15,909 32k INFO ====> Epoch: 1069 +2023-02-04 15:28:19,655 32k INFO ====> Epoch: 1070 +2023-02-04 15:28:23,397 32k INFO ====> Epoch: 1071 +2023-02-04 15:28:27,152 32k INFO ====> Epoch: 1072 +2023-02-04 15:28:30,961 32k INFO ====> Epoch: 1073 +2023-02-04 15:28:34,767 32k INFO ====> Epoch: 1074 +2023-02-04 15:28:38,508 32k INFO ====> Epoch: 1075 +2023-02-04 15:28:42,237 32k INFO ====> Epoch: 1076 +2023-02-04 15:28:46,009 32k INFO ====> Epoch: 1077 +2023-02-04 15:28:49,801 32k INFO ====> Epoch: 1078 +2023-02-04 15:28:53,544 32k INFO ====> Epoch: 1079 +2023-02-04 15:28:57,280 32k INFO ====> Epoch: 1080 +2023-02-04 15:29:01,007 32k INFO ====> Epoch: 1081 +2023-02-04 15:29:04,813 32k INFO ====> Epoch: 1082 +2023-02-04 15:29:08,593 32k INFO ====> Epoch: 1083 +2023-02-04 15:29:12,359 32k INFO ====> Epoch: 1084 +2023-02-04 15:29:16,118 32k INFO ====> Epoch: 1085 +2023-02-04 15:29:19,891 32k INFO ====> Epoch: 1086 +2023-02-04 15:29:23,617 32k INFO ====> Epoch: 1087 +2023-02-04 15:29:27,341 32k INFO ====> Epoch: 1088 +2023-02-04 15:29:31,057 32k INFO ====> Epoch: 1089 +2023-02-04 15:29:34,809 32k INFO ====> Epoch: 1090 +2023-02-04 15:29:38,539 32k INFO ====> Epoch: 1091 +2023-02-04 15:29:42,232 32k INFO ====> Epoch: 1092 +2023-02-04 15:29:46,014 32k INFO ====> Epoch: 1093 +2023-02-04 15:29:49,764 32k INFO ====> Epoch: 1094 +2023-02-04 15:29:53,462 32k INFO ====> Epoch: 1095 +2023-02-04 15:29:57,262 32k INFO ====> Epoch: 1096 +2023-02-04 15:30:01,033 32k INFO ====> Epoch: 1097 +2023-02-04 15:30:04,814 32k INFO ====> Epoch: 1098 +2023-02-04 15:30:08,531 32k INFO ====> Epoch: 1099 +2023-02-04 15:30:12,230 32k INFO ====> Epoch: 1100 +2023-02-04 15:30:16,020 32k INFO ====> Epoch: 1101 +2023-02-04 15:30:19,826 32k INFO ====> Epoch: 1102 +2023-02-04 15:30:23,558 32k INFO ====> Epoch: 1103 +2023-02-04 15:30:27,234 32k INFO ====> Epoch: 1104 +2023-02-04 15:30:30,946 32k INFO ====> Epoch: 1105 +2023-02-04 15:30:34,744 32k INFO ====> Epoch: 1106 +2023-02-04 15:30:38,533 32k INFO ====> Epoch: 1107 +2023-02-04 15:30:42,239 32k INFO ====> Epoch: 1108 +2023-02-04 15:30:45,994 32k INFO ====> Epoch: 1109 +2023-02-04 15:30:49,764 32k INFO ====> Epoch: 1110 +2023-02-04 15:30:53,535 32k INFO ====> Epoch: 1111 +2023-02-04 15:30:57,296 32k INFO ====> Epoch: 1112 +2023-02-04 15:31:01,113 32k INFO ====> Epoch: 1113 +2023-02-04 15:31:04,923 32k INFO ====> Epoch: 1114 +2023-02-04 15:31:08,735 32k INFO ====> Epoch: 1115 +2023-02-04 15:31:12,484 32k INFO ====> Epoch: 1116 +2023-02-04 15:31:16,193 32k INFO ====> Epoch: 1117 +2023-02-04 15:31:19,913 32k INFO ====> Epoch: 1118 +2023-02-04 15:31:23,693 32k INFO ====> Epoch: 1119 +2023-02-04 15:31:27,430 32k INFO ====> Epoch: 1120 +2023-02-04 15:31:31,165 32k INFO ====> Epoch: 1121 +2023-02-04 15:31:34,917 32k INFO ====> Epoch: 1122 +2023-02-04 15:31:38,656 32k INFO ====> Epoch: 1123 +2023-02-04 15:31:42,332 32k INFO ====> Epoch: 1124 +2023-02-04 15:31:46,070 32k INFO ====> Epoch: 1125 +2023-02-04 15:31:49,832 32k INFO ====> Epoch: 1126 +2023-02-04 15:31:53,553 32k INFO ====> Epoch: 1127 +2023-02-04 15:31:57,297 32k INFO ====> Epoch: 1128 +2023-02-04 15:32:01,040 32k INFO ====> Epoch: 1129 +2023-02-04 15:32:04,802 32k INFO ====> Epoch: 1130 +2023-02-04 15:32:08,545 32k INFO ====> Epoch: 1131 +2023-02-04 15:32:12,304 32k INFO ====> Epoch: 1132 +2023-02-04 15:32:16,060 32k INFO ====> Epoch: 1133 +2023-02-04 15:32:19,859 32k INFO ====> Epoch: 1134 +2023-02-04 15:32:23,608 32k INFO ====> Epoch: 1135 +2023-02-04 15:32:27,357 32k INFO ====> Epoch: 1136 +2023-02-04 15:32:31,145 32k INFO ====> Epoch: 1137 +2023-02-04 15:32:34,868 32k INFO ====> Epoch: 1138 +2023-02-04 15:32:38,582 32k INFO ====> Epoch: 1139 +2023-02-04 15:32:42,306 32k INFO ====> Epoch: 1140 +2023-02-04 15:32:46,081 32k INFO ====> Epoch: 1141 +2023-02-04 15:32:49,814 32k INFO ====> Epoch: 1142 +2023-02-04 15:32:53,539 32k INFO ====> Epoch: 1143 +2023-02-04 15:32:57,228 32k INFO ====> Epoch: 1144 +2023-02-04 15:33:00,997 32k INFO ====> Epoch: 1145 +2023-02-04 15:33:04,770 32k INFO ====> Epoch: 1146 +2023-02-04 15:33:08,494 32k INFO ====> Epoch: 1147 +2023-02-04 15:33:12,239 32k INFO ====> Epoch: 1148 +2023-02-04 15:33:15,990 32k INFO ====> Epoch: 1149 +2023-02-04 15:33:19,783 32k INFO ====> Epoch: 1150 +2023-02-04 15:33:23,508 32k INFO ====> Epoch: 1151 +2023-02-04 15:33:27,244 32k INFO ====> Epoch: 1152 +2023-02-04 15:33:31,019 32k INFO ====> Epoch: 1153 +2023-02-04 15:33:34,842 32k INFO ====> Epoch: 1154 +2023-02-04 15:33:38,635 32k INFO ====> Epoch: 1155 +2023-02-04 15:33:42,383 32k INFO ====> Epoch: 1156 +2023-02-04 15:33:46,133 32k INFO ====> Epoch: 1157 +2023-02-04 15:33:49,921 32k INFO ====> Epoch: 1158 +2023-02-04 15:33:53,690 32k INFO ====> Epoch: 1159 +2023-02-04 15:33:57,418 32k INFO ====> Epoch: 1160 +2023-02-04 15:34:01,110 32k INFO ====> Epoch: 1161 +2023-02-04 15:34:04,901 32k INFO ====> Epoch: 1162 +2023-02-04 15:34:08,700 32k INFO ====> Epoch: 1163 +2023-02-04 15:34:12,409 32k INFO ====> Epoch: 1164 +2023-02-04 15:34:16,162 32k INFO ====> Epoch: 1165 +2023-02-04 15:34:19,930 32k INFO ====> Epoch: 1166 +2023-02-04 15:34:23,662 32k INFO ====> Epoch: 1167 +2023-02-04 15:34:27,379 32k INFO ====> Epoch: 1168 +2023-02-04 15:34:31,179 32k INFO ====> Epoch: 1169 +2023-02-04 15:34:34,999 32k INFO ====> Epoch: 1170 +2023-02-04 15:34:38,770 32k INFO ====> Epoch: 1171 +2023-02-04 15:34:42,517 32k INFO ====> Epoch: 1172 +2023-02-04 15:34:46,246 32k INFO ====> Epoch: 1173 +2023-02-04 15:34:50,022 32k INFO ====> Epoch: 1174 +2023-02-04 15:34:53,761 32k INFO ====> Epoch: 1175 +2023-02-04 15:34:57,482 32k INFO ====> Epoch: 1176 +2023-02-04 15:35:01,150 32k INFO ====> Epoch: 1177 +2023-02-04 15:35:04,934 32k INFO ====> Epoch: 1178 +2023-02-04 15:35:08,658 32k INFO ====> Epoch: 1179 +2023-02-04 15:35:12,382 32k INFO ====> Epoch: 1180 +2023-02-04 15:35:16,130 32k INFO ====> Epoch: 1181 +2023-02-04 15:35:19,923 32k INFO ====> Epoch: 1182 +2023-02-04 15:35:23,663 32k INFO ====> Epoch: 1183 +2023-02-04 15:35:27,457 32k INFO ====> Epoch: 1184 +2023-02-04 15:35:31,229 32k INFO ====> Epoch: 1185 +2023-02-04 15:35:35,016 32k INFO ====> Epoch: 1186 +2023-02-04 15:35:38,808 32k INFO ====> Epoch: 1187 +2023-02-04 15:35:42,563 32k INFO ====> Epoch: 1188 +2023-02-04 15:35:46,328 32k INFO ====> Epoch: 1189 +2023-02-04 15:35:50,147 32k INFO ====> Epoch: 1190 +2023-02-04 15:35:53,911 32k INFO ====> Epoch: 1191 +2023-02-04 15:35:57,619 32k INFO ====> Epoch: 1192 +2023-02-04 15:36:01,334 32k INFO ====> Epoch: 1193 +2023-02-04 15:36:05,065 32k INFO ====> Epoch: 1194 +2023-02-04 15:36:08,833 32k INFO ====> Epoch: 1195 +2023-02-04 15:36:12,562 32k INFO ====> Epoch: 1196 +2023-02-04 15:36:16,256 32k INFO ====> Epoch: 1197 +2023-02-04 15:36:19,965 32k INFO ====> Epoch: 1198 +2023-02-04 15:36:23,757 32k INFO ====> Epoch: 1199 +2023-02-04 15:36:27,498 32k INFO ====> Epoch: 1200 +2023-02-04 15:36:31,240 32k INFO ====> Epoch: 1201 +2023-02-04 15:36:34,993 32k INFO ====> Epoch: 1202 +2023-02-04 15:36:38,798 32k INFO ====> Epoch: 1203 +2023-02-04 15:36:42,613 32k INFO ====> Epoch: 1204 +2023-02-04 15:36:46,390 32k INFO ====> Epoch: 1205 +2023-02-04 15:36:50,159 32k INFO ====> Epoch: 1206 +2023-02-04 15:36:53,956 32k INFO ====> Epoch: 1207 +2023-02-04 15:36:57,764 32k INFO ====> Epoch: 1208 +2023-02-04 15:37:01,475 32k INFO ====> Epoch: 1209 +2023-02-04 15:37:05,166 32k INFO ====> Epoch: 1210 +2023-02-04 15:37:08,914 32k INFO ====> Epoch: 1211 +2023-02-04 15:37:12,755 32k INFO ====> Epoch: 1212 +2023-02-04 15:37:16,490 32k INFO ====> Epoch: 1213 +2023-02-04 15:37:20,172 32k INFO ====> Epoch: 1214 +2023-02-04 15:37:23,940 32k INFO ====> Epoch: 1215 +2023-02-04 15:37:27,763 32k INFO ====> Epoch: 1216 +2023-02-04 15:37:31,486 32k INFO ====> Epoch: 1217 +2023-02-04 15:37:35,199 32k INFO ====> Epoch: 1218 +2023-02-04 15:37:38,964 32k INFO ====> Epoch: 1219 +2023-02-04 15:37:42,726 32k INFO ====> Epoch: 1220 +2023-02-04 15:37:46,470 32k INFO ====> Epoch: 1221 +2023-02-04 15:37:50,206 32k INFO ====> Epoch: 1222 +2023-02-04 15:37:54,044 32k INFO ====> Epoch: 1223 +2023-02-04 15:37:57,892 32k INFO ====> Epoch: 1224 +2023-02-04 15:38:01,689 32k INFO ====> Epoch: 1225 +2023-02-04 15:38:05,431 32k INFO ====> Epoch: 1226 +2023-02-04 15:38:09,156 32k INFO ====> Epoch: 1227 +2023-02-04 15:38:12,932 32k INFO ====> Epoch: 1228 +2023-02-04 15:38:16,673 32k INFO ====> Epoch: 1229 +2023-02-04 15:38:20,403 32k INFO ====> Epoch: 1230 +2023-02-04 15:38:24,136 32k INFO ====> Epoch: 1231 +2023-02-04 15:38:27,882 32k INFO ====> Epoch: 1232 +2023-02-04 15:38:31,607 32k INFO ====> Epoch: 1233 +2023-02-04 15:38:35,390 32k INFO ====> Epoch: 1234 +2023-02-04 15:38:39,106 32k INFO ====> Epoch: 1235 +2023-02-04 15:38:42,847 32k INFO ====> Epoch: 1236 +2023-02-04 15:38:46,624 32k INFO ====> Epoch: 1237 +2023-02-04 15:38:50,344 32k INFO ====> Epoch: 1238 +2023-02-04 15:38:54,069 32k INFO ====> Epoch: 1239 +2023-02-04 15:38:57,814 32k INFO ====> Epoch: 1240 +2023-02-04 15:39:01,618 32k INFO ====> Epoch: 1241 +2023-02-04 15:39:05,440 32k INFO ====> Epoch: 1242 +2023-02-04 15:39:09,236 32k INFO ====> Epoch: 1243 +2023-02-04 15:39:13,026 32k INFO ====> Epoch: 1244 +2023-02-04 15:39:16,774 32k INFO ====> Epoch: 1245 +2023-02-04 15:39:20,540 32k INFO ====> Epoch: 1246 +2023-02-04 15:39:24,239 32k INFO ====> Epoch: 1247 +2023-02-04 15:39:27,980 32k INFO ====> Epoch: 1248 +2023-02-04 15:39:31,735 32k INFO ====> Epoch: 1249 +2023-02-04 15:39:35,471 32k INFO ====> Epoch: 1250 +2023-02-04 15:39:39,214 32k INFO ====> Epoch: 1251 +2023-02-04 15:39:42,999 32k INFO ====> Epoch: 1252 +2023-02-04 15:39:46,821 32k INFO ====> Epoch: 1253 +2023-02-04 15:39:50,544 32k INFO ====> Epoch: 1254 +2023-02-04 15:39:54,228 32k INFO ====> Epoch: 1255 +2023-02-04 15:39:58,008 32k INFO ====> Epoch: 1256 +2023-02-04 15:40:01,816 32k INFO ====> Epoch: 1257 +2023-02-04 15:40:05,561 32k INFO ====> Epoch: 1258 +2023-02-04 15:40:09,359 32k INFO ====> Epoch: 1259 +2023-02-04 15:40:13,147 32k INFO ====> Epoch: 1260 +2023-02-04 15:40:16,948 32k INFO ====> Epoch: 1261 +2023-02-04 15:40:20,779 32k INFO ====> Epoch: 1262 +2023-02-04 15:40:24,474 32k INFO ====> Epoch: 1263 +2023-02-04 15:40:28,222 32k INFO ====> Epoch: 1264 +2023-02-04 15:40:32,009 32k INFO ====> Epoch: 1265 +2023-02-04 15:40:35,803 32k INFO ====> Epoch: 1266 +2023-02-04 15:40:39,515 32k INFO ====> Epoch: 1267 +2023-02-04 15:40:43,243 32k INFO ====> Epoch: 1268 +2023-02-04 15:40:46,978 32k INFO ====> Epoch: 1269 +2023-02-04 15:40:50,753 32k INFO ====> Epoch: 1270 +2023-02-04 15:40:54,475 32k INFO ====> Epoch: 1271 +2023-02-04 15:40:58,213 32k INFO ====> Epoch: 1272 +2023-02-04 15:41:01,951 32k INFO ====> Epoch: 1273 +2023-02-04 15:41:05,735 32k INFO ====> Epoch: 1274 +2023-02-04 15:41:09,476 32k INFO ====> Epoch: 1275 +2023-02-04 15:41:13,157 32k INFO ====> Epoch: 1276 +2023-02-04 15:41:16,953 32k INFO ====> Epoch: 1277 +2023-02-04 15:41:20,751 32k INFO ====> Epoch: 1278 +2023-02-04 15:41:24,504 32k INFO ====> Epoch: 1279 +2023-02-04 15:41:28,195 32k INFO ====> Epoch: 1280 +2023-02-04 15:41:31,958 32k INFO ====> Epoch: 1281 +2023-02-04 15:41:35,725 32k INFO ====> Epoch: 1282 +2023-02-04 15:41:39,483 32k INFO ====> Epoch: 1283 +2023-02-04 15:41:43,170 32k INFO ====> Epoch: 1284 +2023-02-04 15:41:46,935 32k INFO ====> Epoch: 1285 +2023-02-04 15:41:50,679 32k INFO ====> Epoch: 1286 +2023-02-04 15:41:54,400 32k INFO ====> Epoch: 1287 +2023-02-04 15:41:58,144 32k INFO ====> Epoch: 1288 +2023-02-04 15:42:01,890 32k INFO ====> Epoch: 1289 +2023-02-04 15:42:05,701 32k INFO ====> Epoch: 1290 +2023-02-04 15:42:09,446 32k INFO ====> Epoch: 1291 +2023-02-04 15:42:13,157 32k INFO ====> Epoch: 1292 +2023-02-04 15:42:16,938 32k INFO ====> Epoch: 1293 +2023-02-04 15:42:20,753 32k INFO ====> Epoch: 1294 +2023-02-04 15:42:24,569 32k INFO ====> Epoch: 1295 +2023-02-04 15:42:28,261 32k INFO ====> Epoch: 1296 +2023-02-04 15:42:32,006 32k INFO ====> Epoch: 1297 +2023-02-04 15:42:35,827 32k INFO ====> Epoch: 1298 +2023-02-04 15:42:39,528 32k INFO ====> Epoch: 1299 +2023-02-04 15:42:43,187 32k INFO ====> Epoch: 1300 +2023-02-04 15:42:46,950 32k INFO ====> Epoch: 1301 +2023-02-04 15:42:50,755 32k INFO ====> Epoch: 1302 +2023-02-04 15:42:54,443 32k INFO ====> Epoch: 1303 +2023-02-04 15:42:58,194 32k INFO ====> Epoch: 1304 +2023-02-04 15:43:01,957 32k INFO ====> Epoch: 1305 +2023-02-04 15:43:05,694 32k INFO ====> Epoch: 1306 +2023-02-04 15:43:09,430 32k INFO ====> Epoch: 1307 +2023-02-04 15:43:13,128 32k INFO ====> Epoch: 1308 +2023-02-04 15:43:16,887 32k INFO ====> Epoch: 1309 +2023-02-04 15:43:20,656 32k INFO ====> Epoch: 1310 +2023-02-04 15:43:24,357 32k INFO ====> Epoch: 1311 +2023-02-04 15:43:28,069 32k INFO ====> Epoch: 1312 +2023-02-04 15:43:31,881 32k INFO ====> Epoch: 1313 +2023-02-04 15:43:35,676 32k INFO ====> Epoch: 1314 +2023-02-04 15:43:39,448 32k INFO ====> Epoch: 1315 +2023-02-04 15:43:43,160 32k INFO ====> Epoch: 1316 +2023-02-04 15:43:46,995 32k INFO ====> Epoch: 1317 +2023-02-04 15:43:50,769 32k INFO ====> Epoch: 1318 +2023-02-04 15:43:54,470 32k INFO ====> Epoch: 1319 +2023-02-04 15:43:58,178 32k INFO ====> Epoch: 1320 +2023-02-04 15:44:01,911 32k INFO ====> Epoch: 1321 +2023-02-04 15:44:05,751 32k INFO ====> Epoch: 1322 +2023-02-04 15:44:09,471 32k INFO ====> Epoch: 1323 +2023-02-04 15:44:13,172 32k INFO ====> Epoch: 1324 +2023-02-04 15:44:16,952 32k INFO ====> Epoch: 1325 +2023-02-04 15:44:20,657 32k INFO ====> Epoch: 1326 +2023-02-04 15:44:24,401 32k INFO ====> Epoch: 1327 +2023-02-04 15:44:28,129 32k INFO ====> Epoch: 1328 +2023-02-04 15:44:31,855 32k INFO ====> Epoch: 1329 +2023-02-04 15:44:35,705 32k INFO ====> Epoch: 1330 +2023-02-04 15:44:39,514 32k INFO ====> Epoch: 1331 +2023-02-04 15:44:43,257 32k INFO ====> Epoch: 1332 +2023-02-04 15:44:47,052 32k INFO ====> Epoch: 1333 +2023-02-04 15:44:50,853 32k INFO ====> Epoch: 1334 +2023-02-04 15:44:54,581 32k INFO ====> Epoch: 1335 +2023-02-04 15:44:58,290 32k INFO ====> Epoch: 1336 +2023-02-04 15:45:02,103 32k INFO ====> Epoch: 1337 +2023-02-04 15:45:05,864 32k INFO ====> Epoch: 1338 +2023-02-04 15:45:09,591 32k INFO ====> Epoch: 1339 +2023-02-04 15:45:13,337 32k INFO ====> Epoch: 1340 +2023-02-04 15:45:17,096 32k INFO ====> Epoch: 1341 +2023-02-04 15:45:20,877 32k INFO ====> Epoch: 1342 +2023-02-04 15:45:24,625 32k INFO ====> Epoch: 1343 +2023-02-04 15:45:28,341 32k INFO ====> Epoch: 1344 +2023-02-04 15:45:32,067 32k INFO ====> Epoch: 1345 +2023-02-04 15:45:35,820 32k INFO ====> Epoch: 1346 +2023-02-04 15:45:39,624 32k INFO ====> Epoch: 1347 +2023-02-04 15:45:43,381 32k INFO ====> Epoch: 1348 +2023-02-04 15:45:47,219 32k INFO ====> Epoch: 1349 +2023-02-04 15:45:51,001 32k INFO ====> Epoch: 1350 +2023-02-04 15:45:54,816 32k INFO ====> Epoch: 1351 +2023-02-04 15:45:58,532 32k INFO ====> Epoch: 1352 +2023-02-04 15:46:02,248 32k INFO ====> Epoch: 1353 +2023-02-04 15:46:06,028 32k INFO ====> Epoch: 1354 +2023-02-04 15:46:09,772 32k INFO ====> Epoch: 1355 +2023-02-04 15:46:13,466 32k INFO ====> Epoch: 1356 +2023-02-04 15:46:17,264 32k INFO ====> Epoch: 1357 +2023-02-04 15:46:21,018 32k INFO ====> Epoch: 1358 +2023-02-04 15:46:24,814 32k INFO ====> Epoch: 1359 +2023-02-04 15:46:28,576 32k INFO ====> Epoch: 1360 +2023-02-04 15:46:32,286 32k INFO ====> Epoch: 1361 +2023-02-04 15:46:36,048 32k INFO ====> Epoch: 1362 +2023-02-04 15:46:39,777 32k INFO ====> Epoch: 1363 +2023-02-04 15:46:43,500 32k INFO ====> Epoch: 1364 +2023-02-04 15:46:47,247 32k INFO ====> Epoch: 1365 +2023-02-04 15:46:51,003 32k INFO ====> Epoch: 1366 +2023-02-04 15:46:54,767 32k INFO ====> Epoch: 1367 +2023-02-04 15:46:58,535 32k INFO ====> Epoch: 1368 +2023-02-04 15:47:02,239 32k INFO ====> Epoch: 1369 +2023-02-04 15:47:06,023 32k INFO ====> Epoch: 1370 +2023-02-04 15:47:09,853 32k INFO ====> Epoch: 1371 +2023-02-04 15:47:13,629 32k INFO ====> Epoch: 1372 +2023-02-04 15:47:17,335 32k INFO ====> Epoch: 1373 +2023-02-04 15:47:21,064 32k INFO ====> Epoch: 1374 +2023-02-04 15:47:24,832 32k INFO ====> Epoch: 1375 +2023-02-04 15:47:28,605 32k INFO ====> Epoch: 1376 +2023-02-04 15:47:32,337 32k INFO ====> Epoch: 1377 +2023-02-04 15:47:36,047 32k INFO ====> Epoch: 1378 +2023-02-04 15:47:39,814 32k INFO ====> Epoch: 1379 +2023-02-04 15:47:43,535 32k INFO ====> Epoch: 1380 +2023-02-04 15:47:47,262 32k INFO ====> Epoch: 1381 +2023-02-04 15:47:51,068 32k INFO ====> Epoch: 1382 +2023-02-04 15:47:54,836 32k INFO ====> Epoch: 1383 +2023-02-04 15:47:58,600 32k INFO ====> Epoch: 1384 +2023-02-04 15:48:02,278 32k INFO ====> Epoch: 1385 +2023-02-04 15:48:06,032 32k INFO ====> Epoch: 1386 +2023-02-04 15:48:09,803 32k INFO ====> Epoch: 1387 +2023-02-04 15:48:13,579 32k INFO ====> Epoch: 1388 +2023-02-04 15:48:17,331 32k INFO ====> Epoch: 1389 +2023-02-04 15:48:21,099 32k INFO ====> Epoch: 1390 +2023-02-04 15:48:24,848 32k INFO ====> Epoch: 1391 +2023-02-04 15:48:28,559 32k INFO ====> Epoch: 1392 +2023-02-04 15:48:32,260 32k INFO ====> Epoch: 1393 +2023-02-04 15:48:35,986 32k INFO ====> Epoch: 1394 +2023-02-04 15:48:39,767 32k INFO ====> Epoch: 1395 +2023-02-04 15:48:43,511 32k INFO ====> Epoch: 1396 +2023-02-04 15:48:47,222 32k INFO ====> Epoch: 1397 +2023-02-04 15:48:50,970 32k INFO ====> Epoch: 1398 +2023-02-04 15:48:54,668 32k INFO ====> Epoch: 1399 +2023-02-04 15:48:58,374 32k INFO ====> Epoch: 1400 +2023-02-04 15:49:02,118 32k INFO ====> Epoch: 1401 +2023-02-04 15:49:05,863 32k INFO ====> Epoch: 1402 +2023-02-04 15:49:09,626 32k INFO ====> Epoch: 1403 +2023-02-04 15:49:13,399 32k INFO ====> Epoch: 1404 +2023-02-04 15:49:17,148 32k INFO ====> Epoch: 1405 +2023-02-04 15:49:20,999 32k INFO ====> Epoch: 1406 +2023-02-04 15:49:24,810 32k INFO ====> Epoch: 1407 +2023-02-04 15:49:28,557 32k INFO ====> Epoch: 1408 +2023-02-04 15:49:32,314 32k INFO ====> Epoch: 1409 +2023-02-04 15:49:36,057 32k INFO ====> Epoch: 1410 +2023-02-04 15:49:39,819 32k INFO ====> Epoch: 1411 +2023-02-04 15:49:43,571 32k INFO ====> Epoch: 1412 +2023-02-04 15:49:47,320 32k INFO ====> Epoch: 1413 +2023-02-04 15:49:51,082 32k INFO ====> Epoch: 1414 +2023-02-04 15:49:54,868 32k INFO ====> Epoch: 1415 +2023-02-04 15:49:58,661 32k INFO ====> Epoch: 1416 +2023-02-04 15:50:02,383 32k INFO ====> Epoch: 1417 +2023-02-04 15:50:06,158 32k INFO ====> Epoch: 1418 +2023-02-04 15:50:09,960 32k INFO ====> Epoch: 1419 +2023-02-04 15:50:13,711 32k INFO ====> Epoch: 1420 +2023-02-04 15:50:17,435 32k INFO ====> Epoch: 1421 +2023-02-04 15:50:21,223 32k INFO ====> Epoch: 1422 +2023-02-04 15:50:25,025 32k INFO ====> Epoch: 1423 +2023-02-04 15:50:28,844 32k INFO ====> Epoch: 1424 +2023-02-04 15:50:32,545 32k INFO ====> Epoch: 1425 +2023-02-04 15:50:36,260 32k INFO ====> Epoch: 1426 +2023-02-04 15:50:40,041 32k INFO ====> Epoch: 1427 +2023-02-04 15:50:43,821 32k INFO ====> Epoch: 1428 +2023-02-04 15:50:47,578 32k INFO ====> Epoch: 1429 +2023-02-04 15:50:51,334 32k INFO ====> Epoch: 1430 +2023-02-04 15:50:55,053 32k INFO ====> Epoch: 1431 +2023-02-04 15:50:58,795 32k INFO ====> Epoch: 1432 +2023-02-04 15:51:02,557 32k INFO ====> Epoch: 1433 +2023-02-04 15:51:06,258 32k INFO ====> Epoch: 1434 +2023-02-04 15:51:10,036 32k INFO ====> Epoch: 1435 +2023-02-04 15:51:13,804 32k INFO ====> Epoch: 1436 +2023-02-04 15:51:17,525 32k INFO ====> Epoch: 1437 +2023-02-04 15:51:21,188 32k INFO ====> Epoch: 1438 +2023-02-04 15:51:24,957 32k INFO ====> Epoch: 1439 +2023-02-04 15:51:28,766 32k INFO ====> Epoch: 1440 +2023-02-04 15:51:32,568 32k INFO ====> Epoch: 1441 +2023-02-04 15:51:36,310 32k INFO ====> Epoch: 1442 +2023-02-04 15:51:40,079 32k INFO ====> Epoch: 1443 +2023-02-04 15:51:43,867 32k INFO ====> Epoch: 1444 +2023-02-04 15:51:47,603 32k INFO ====> Epoch: 1445 +2023-02-04 15:51:51,366 32k INFO ====> Epoch: 1446 +2023-02-04 15:51:55,180 32k INFO ====> Epoch: 1447 +2023-02-04 15:51:58,949 32k INFO ====> Epoch: 1448 +2023-02-04 15:52:02,748 32k INFO ====> Epoch: 1449 +2023-02-04 15:52:06,488 32k INFO ====> Epoch: 1450 +2023-02-04 15:52:10,176 32k INFO ====> Epoch: 1451 +2023-02-04 15:52:13,909 32k INFO ====> Epoch: 1452 +2023-02-04 15:52:17,684 32k INFO ====> Epoch: 1453 +2023-02-04 15:52:21,456 32k INFO ====> Epoch: 1454 +2023-02-04 15:52:25,170 32k INFO ====> Epoch: 1455 +2023-02-04 15:52:28,898 32k INFO ====> Epoch: 1456 +2023-02-04 15:52:32,620 32k INFO ====> Epoch: 1457 +2023-02-04 15:52:36,371 32k INFO ====> Epoch: 1458 +2023-02-04 15:52:40,152 32k INFO ====> Epoch: 1459 +2023-02-04 15:52:43,905 32k INFO ====> Epoch: 1460 +2023-02-04 15:52:47,653 32k INFO ====> Epoch: 1461 +2023-02-04 15:52:51,418 32k INFO ====> Epoch: 1462 +2023-02-04 15:52:55,189 32k INFO ====> Epoch: 1463 +2023-02-04 15:52:58,932 32k INFO ====> Epoch: 1464 +2023-02-04 15:53:02,696 32k INFO ====> Epoch: 1465 +2023-02-04 15:53:06,398 32k INFO ====> Epoch: 1466 +2023-02-04 15:53:10,103 32k INFO ====> Epoch: 1467 +2023-02-04 15:53:13,883 32k INFO ====> Epoch: 1468 +2023-02-04 15:53:17,621 32k INFO ====> Epoch: 1469 +2023-02-04 15:53:21,386 32k INFO ====> Epoch: 1470 +2023-02-04 15:53:25,148 32k INFO ====> Epoch: 1471 +2023-02-04 15:53:28,895 32k INFO ====> Epoch: 1472 +2023-02-04 15:53:32,617 32k INFO ====> Epoch: 1473 +2023-02-04 15:53:36,334 32k INFO ====> Epoch: 1474 +2023-02-04 15:53:40,051 32k INFO ====> Epoch: 1475 +2023-02-04 15:53:43,802 32k INFO ====> Epoch: 1476 +2023-02-04 15:53:47,582 32k INFO ====> Epoch: 1477 +2023-02-04 15:53:51,342 32k INFO ====> Epoch: 1478 +2023-02-04 15:53:55,146 32k INFO ====> Epoch: 1479 +2023-02-04 15:53:58,895 32k INFO ====> Epoch: 1480 +2023-02-04 15:54:02,685 32k INFO ====> Epoch: 1481 +2023-02-04 15:54:06,441 32k INFO ====> Epoch: 1482 +2023-02-04 15:54:10,145 32k INFO ====> Epoch: 1483 +2023-02-04 15:54:13,920 32k INFO ====> Epoch: 1484 +2023-02-04 15:54:17,640 32k INFO ====> Epoch: 1485 +2023-02-04 15:54:21,332 32k INFO ====> Epoch: 1486 +2023-02-04 15:54:25,085 32k INFO ====> Epoch: 1487 +2023-02-04 15:54:28,841 32k INFO ====> Epoch: 1488 +2023-02-04 15:54:32,544 32k INFO ====> Epoch: 1489 +2023-02-04 15:54:36,258 32k INFO ====> Epoch: 1490 +2023-02-04 15:54:40,020 32k INFO ====> Epoch: 1491 +2023-02-04 15:54:43,798 32k INFO ====> Epoch: 1492 +2023-02-04 15:54:47,534 32k INFO ====> Epoch: 1493 +2023-02-04 15:54:51,274 32k INFO ====> Epoch: 1494 +2023-02-04 15:54:55,004 32k INFO ====> Epoch: 1495 +2023-02-04 15:54:58,816 32k INFO ====> Epoch: 1496 +2023-02-04 15:55:02,626 32k INFO ====> Epoch: 1497 +2023-02-04 15:55:06,391 32k INFO ====> Epoch: 1498 +2023-02-04 15:55:10,110 32k INFO ====> Epoch: 1499 +2023-02-04 15:55:13,854 32k INFO ====> Epoch: 1500 +2023-02-04 15:55:17,590 32k INFO ====> Epoch: 1501 +2023-02-04 15:55:21,289 32k INFO ====> Epoch: 1502 +2023-02-04 15:55:25,019 32k INFO ====> Epoch: 1503 +2023-02-04 15:55:28,766 32k INFO ====> Epoch: 1504 +2023-02-04 15:55:32,523 32k INFO ====> Epoch: 1505 +2023-02-04 15:55:36,253 32k INFO ====> Epoch: 1506 +2023-02-04 15:55:39,986 32k INFO ====> Epoch: 1507 +2023-02-04 15:55:43,793 32k INFO ====> Epoch: 1508 +2023-02-04 15:55:47,698 32k INFO ====> Epoch: 1509 +2023-02-04 15:55:51,956 32k INFO ====> Epoch: 1510 +2023-02-04 15:55:55,799 32k INFO ====> Epoch: 1511 +2023-02-04 15:55:59,556 32k INFO ====> Epoch: 1512 +2023-02-04 15:56:03,334 32k INFO ====> Epoch: 1513 +2023-02-04 15:56:07,135 32k INFO ====> Epoch: 1514 +2023-02-04 15:56:10,880 32k INFO ====> Epoch: 1515 +2023-02-04 15:56:14,621 32k INFO ====> Epoch: 1516 +2023-02-04 15:56:18,397 32k INFO ====> Epoch: 1517 +2023-02-04 15:56:22,149 32k INFO ====> Epoch: 1518 +2023-02-04 15:56:25,850 32k INFO ====> Epoch: 1519 +2023-02-04 15:56:29,556 32k INFO ====> Epoch: 1520 +2023-02-04 15:56:33,267 32k INFO ====> Epoch: 1521 +2023-02-04 15:56:37,014 32k INFO ====> Epoch: 1522 +2023-02-04 15:56:40,799 32k INFO ====> Epoch: 1523 +2023-02-04 15:56:44,542 32k INFO ====> Epoch: 1524 +2023-02-04 15:56:48,309 32k INFO ====> Epoch: 1525 +2023-02-04 15:56:52,086 32k INFO ====> Epoch: 1526 +2023-02-04 15:56:55,877 32k INFO ====> Epoch: 1527 +2023-02-04 15:56:59,597 32k INFO ====> Epoch: 1528 +2023-02-04 15:57:03,340 32k INFO ====> Epoch: 1529 +2023-02-04 15:57:07,076 32k INFO ====> Epoch: 1530 +2023-02-04 15:57:10,885 32k INFO ====> Epoch: 1531 +2023-02-04 15:57:14,689 32k INFO ====> Epoch: 1532 +2023-02-04 15:57:18,447 32k INFO ====> Epoch: 1533 +2023-02-04 15:57:22,163 32k INFO ====> Epoch: 1534 +2023-02-04 15:57:25,916 32k INFO ====> Epoch: 1535 +2023-02-04 15:57:29,637 32k INFO ====> Epoch: 1536 +2023-02-04 15:57:33,377 32k INFO ====> Epoch: 1537 +2023-02-04 15:57:37,096 32k INFO ====> Epoch: 1538 +2023-02-04 15:57:40,867 32k INFO ====> Epoch: 1539 +2023-02-04 15:57:44,618 32k INFO ====> Epoch: 1540 +2023-02-04 15:57:48,457 32k INFO ====> Epoch: 1541 +2023-02-04 15:57:52,251 32k INFO ====> Epoch: 1542 +2023-02-04 15:57:55,995 32k INFO ====> Epoch: 1543 +2023-02-04 15:57:59,767 32k INFO ====> Epoch: 1544 +2023-02-04 15:58:03,488 32k INFO ====> Epoch: 1545 +2023-02-04 15:58:07,159 32k INFO ====> Epoch: 1546 +2023-02-04 15:58:10,909 32k INFO ====> Epoch: 1547 +2023-02-04 15:58:14,684 32k INFO ====> Epoch: 1548 +2023-02-04 15:58:18,494 32k INFO ====> Epoch: 1549 +2023-02-04 15:58:22,162 32k INFO ====> Epoch: 1550 +2023-02-04 15:58:25,920 32k INFO ====> Epoch: 1551 +2023-02-04 15:58:29,678 32k INFO ====> Epoch: 1552 +2023-02-04 15:58:33,395 32k INFO ====> Epoch: 1553 +2023-02-04 15:58:37,115 32k INFO ====> Epoch: 1554 +2023-02-04 15:58:40,890 32k INFO ====> Epoch: 1555 +2023-02-04 15:58:44,611 32k INFO ====> Epoch: 1556 +2023-02-04 15:58:48,325 32k INFO ====> Epoch: 1557 +2023-02-04 15:58:52,072 32k INFO ====> Epoch: 1558 +2023-02-04 15:58:55,832 32k INFO ====> Epoch: 1559 +2023-02-04 15:58:59,597 32k INFO ====> Epoch: 1560 +2023-02-04 15:59:03,356 32k INFO ====> Epoch: 1561 +2023-02-04 15:59:07,078 32k INFO ====> Epoch: 1562 +2023-02-04 15:59:10,877 32k INFO ====> Epoch: 1563 +2023-02-04 15:59:14,631 32k INFO ====> Epoch: 1564 +2023-02-04 15:59:18,419 32k INFO ====> Epoch: 1565 +2023-02-04 15:59:22,125 32k INFO ====> Epoch: 1566 +2023-02-04 15:59:25,913 32k INFO ====> Epoch: 1567 +2023-02-04 15:59:29,652 32k INFO ====> Epoch: 1568 +2023-02-04 15:59:33,439 32k INFO ====> Epoch: 1569 +2023-02-04 15:59:37,161 32k INFO ====> Epoch: 1570 +2023-02-04 15:59:40,928 32k INFO ====> Epoch: 1571 +2023-02-04 15:59:44,647 32k INFO ====> Epoch: 1572 +2023-02-04 15:59:48,397 32k INFO ====> Epoch: 1573 +2023-02-04 15:59:52,116 32k INFO ====> Epoch: 1574 +2023-02-04 15:59:55,862 32k INFO ====> Epoch: 1575 +2023-02-04 15:59:59,629 32k INFO ====> Epoch: 1576 +2023-02-04 16:00:03,377 32k INFO ====> Epoch: 1577 +2023-02-04 16:00:07,106 32k INFO ====> Epoch: 1578 +2023-02-04 16:00:10,863 32k INFO ====> Epoch: 1579 +2023-02-04 16:00:14,634 32k INFO ====> Epoch: 1580 +2023-02-04 16:00:18,362 32k INFO ====> Epoch: 1581 +2023-02-04 16:00:22,068 32k INFO ====> Epoch: 1582 +2023-02-04 16:00:25,833 32k INFO ====> Epoch: 1583 +2023-02-04 16:00:29,624 32k INFO ====> Epoch: 1584 +2023-02-04 16:00:33,369 32k INFO ====> Epoch: 1585 +2023-02-04 16:00:37,099 32k INFO ====> Epoch: 1586 +2023-02-04 16:00:40,867 32k INFO ====> Epoch: 1587 +2023-02-04 16:00:44,624 32k INFO ====> Epoch: 1588 +2023-02-04 16:00:48,367 32k INFO ====> Epoch: 1589 +2023-02-04 16:00:52,078 32k INFO ====> Epoch: 1590 +2023-02-04 16:00:55,822 32k INFO ====> Epoch: 1591 +2023-02-04 16:00:59,545 32k INFO ====> Epoch: 1592 +2023-02-04 16:01:03,293 32k INFO ====> Epoch: 1593 +2023-02-04 16:01:07,113 32k INFO ====> Epoch: 1594 +2023-02-04 16:01:10,914 32k INFO ====> Epoch: 1595 +2023-02-04 16:01:14,686 32k INFO ====> Epoch: 1596 +2023-02-04 16:01:18,400 32k INFO ====> Epoch: 1597 +2023-02-04 16:01:22,127 32k INFO ====> Epoch: 1598 +2023-02-04 16:01:25,834 32k INFO ====> Epoch: 1599 +2023-02-04 16:01:29,525 32k INFO ====> Epoch: 1600 +2023-02-04 16:01:33,193 32k INFO ====> Epoch: 1601 +2023-02-04 16:01:36,961 32k INFO ====> Epoch: 1602 +2023-02-04 16:01:40,670 32k INFO ====> Epoch: 1603 +2023-02-04 16:01:44,449 32k INFO ====> Epoch: 1604 +2023-02-04 16:01:48,262 32k INFO ====> Epoch: 1605 +2023-02-04 16:01:51,981 32k INFO ====> Epoch: 1606 +2023-02-04 16:01:55,722 32k INFO ====> Epoch: 1607 +2023-02-04 16:01:59,426 32k INFO ====> Epoch: 1608 +2023-02-04 16:02:03,193 32k INFO ====> Epoch: 1609 +2023-02-04 16:02:06,945 32k INFO ====> Epoch: 1610 +2023-02-04 16:02:10,747 32k INFO ====> Epoch: 1611 +2023-02-04 16:02:14,542 32k INFO ====> Epoch: 1612 +2023-02-04 16:02:18,232 32k INFO ====> Epoch: 1613 +2023-02-04 16:02:22,008 32k INFO ====> Epoch: 1614 +2023-02-04 16:02:25,756 32k INFO ====> Epoch: 1615 +2023-02-04 16:02:29,531 32k INFO ====> Epoch: 1616 +2023-02-04 16:02:33,230 32k INFO ====> Epoch: 1617 +2023-02-04 16:02:37,023 32k INFO ====> Epoch: 1618 +2023-02-04 16:02:40,772 32k INFO ====> Epoch: 1619 +2023-02-04 16:02:44,497 32k INFO ====> Epoch: 1620 +2023-02-04 16:02:48,224 32k INFO ====> Epoch: 1621 +2023-02-04 16:02:52,037 32k INFO ====> Epoch: 1622 +2023-02-04 16:02:55,810 32k INFO ====> Epoch: 1623 +2023-02-04 16:02:59,563 32k INFO ====> Epoch: 1624 +2023-02-04 16:03:03,253 32k INFO ====> Epoch: 1625 +2023-02-04 16:03:07,010 32k INFO ====> Epoch: 1626 +2023-02-04 16:03:10,874 32k INFO ====> Epoch: 1627 +2023-02-04 16:03:14,668 32k INFO ====> Epoch: 1628 +2023-02-04 16:03:18,414 32k INFO ====> Epoch: 1629 +2023-02-04 16:03:22,103 32k INFO ====> Epoch: 1630 +2023-02-04 16:03:25,833 32k INFO ====> Epoch: 1631 +2023-02-04 16:03:29,574 32k INFO ====> Epoch: 1632 +2023-02-04 16:03:33,335 32k INFO ====> Epoch: 1633 +2023-02-04 16:03:37,058 32k INFO ====> Epoch: 1634 +2023-02-04 16:03:40,815 32k INFO ====> Epoch: 1635 +2023-02-04 16:03:44,562 32k INFO ====> Epoch: 1636 +2023-02-04 16:03:48,286 32k INFO ====> Epoch: 1637 +2023-02-04 16:03:52,013 32k INFO ====> Epoch: 1638 +2023-02-04 16:03:55,784 32k INFO ====> Epoch: 1639 +2023-02-04 16:03:59,572 32k INFO ====> Epoch: 1640 +2023-02-04 16:04:03,375 32k INFO ====> Epoch: 1641 +2023-02-04 16:04:07,176 32k INFO ====> Epoch: 1642 +2023-02-04 16:04:10,916 32k INFO ====> Epoch: 1643 +2023-02-04 16:04:14,672 32k INFO ====> Epoch: 1644 +2023-02-04 16:04:18,415 32k INFO ====> Epoch: 1645 +2023-02-04 16:04:22,169 32k INFO ====> Epoch: 1646 +2023-02-04 16:04:25,924 32k INFO ====> Epoch: 1647 +2023-02-04 16:04:29,642 32k INFO ====> Epoch: 1648 +2023-02-04 16:04:33,406 32k INFO ====> Epoch: 1649 +2023-02-04 16:04:37,156 32k INFO ====> Epoch: 1650 +2023-02-04 16:04:40,883 32k INFO ====> Epoch: 1651 +2023-02-04 16:04:44,670 32k INFO ====> Epoch: 1652 +2023-02-04 16:04:48,378 32k INFO ====> Epoch: 1653 +2023-02-04 16:04:52,104 32k INFO ====> Epoch: 1654 +2023-02-04 16:04:55,874 32k INFO ====> Epoch: 1655 +2023-02-04 16:04:59,603 32k INFO ====> Epoch: 1656 +2023-02-04 16:05:03,343 32k INFO ====> Epoch: 1657 +2023-02-04 16:05:07,145 32k INFO ====> Epoch: 1658 +2023-02-04 16:05:10,881 32k INFO ====> Epoch: 1659 +2023-02-04 16:05:14,705 32k INFO ====> Epoch: 1660 +2023-02-04 16:05:18,467 32k INFO ====> Epoch: 1661 +2023-02-04 16:05:22,220 32k INFO ====> Epoch: 1662 +2023-02-04 16:05:26,016 32k INFO ====> Epoch: 1663 +2023-02-04 16:05:29,834 32k INFO ====> Epoch: 1664 +2023-02-04 16:05:33,594 32k INFO ====> Epoch: 1665 +2023-02-04 16:05:37,373 32k INFO ====> Epoch: 1666 +2023-02-04 16:05:41,097 32k INFO ====> Epoch: 1667 +2023-02-04 16:05:44,880 32k INFO ====> Epoch: 1668 +2023-02-04 16:05:48,662 32k INFO ====> Epoch: 1669 +2023-02-04 16:05:52,414 32k INFO ====> Epoch: 1670 +2023-02-04 16:05:56,139 32k INFO ====> Epoch: 1671 +2023-02-04 16:05:59,925 32k INFO ====> Epoch: 1672 +2023-02-04 16:06:03,697 32k INFO ====> Epoch: 1673 +2023-02-04 16:06:07,386 32k INFO ====> Epoch: 1674 +2023-02-04 16:06:11,120 32k INFO ====> Epoch: 1675 +2023-02-04 16:06:14,959 32k INFO ====> Epoch: 1676 +2023-02-04 16:06:18,718 32k INFO ====> Epoch: 1677 +2023-02-04 16:06:22,521 32k INFO ====> Epoch: 1678 +2023-02-04 16:06:26,197 32k INFO ====> Epoch: 1679 +2023-02-04 16:06:30,004 32k INFO ====> Epoch: 1680 +2023-02-04 16:06:33,828 32k INFO ====> Epoch: 1681 +2023-02-04 16:06:37,556 32k INFO ====> Epoch: 1682 +2023-02-04 16:06:41,266 32k INFO ====> Epoch: 1683 +2023-02-04 16:06:45,025 32k INFO ====> Epoch: 1684 +2023-02-04 16:06:48,812 32k INFO ====> Epoch: 1685 +2023-02-04 16:06:52,597 32k INFO ====> Epoch: 1686 +2023-02-04 16:06:56,294 32k INFO ====> Epoch: 1687 +2023-02-04 16:07:00,038 32k INFO ====> Epoch: 1688 +2023-02-04 16:07:03,815 32k INFO ====> Epoch: 1689 +2023-02-04 16:07:07,528 32k INFO ====> Epoch: 1690 +2023-02-04 16:07:11,292 32k INFO ====> Epoch: 1691 +2023-02-04 16:07:15,069 32k INFO ====> Epoch: 1692 +2023-02-04 16:07:18,814 32k INFO ====> Epoch: 1693 +2023-02-04 16:07:22,543 32k INFO ====> Epoch: 1694 +2023-02-04 16:07:26,274 32k INFO ====> Epoch: 1695 +2023-02-04 16:07:30,037 32k INFO ====> Epoch: 1696 +2023-02-04 16:07:33,819 32k INFO ====> Epoch: 1697 +2023-02-04 16:07:37,625 32k INFO ====> Epoch: 1698 +2023-02-04 16:07:41,388 32k INFO ====> Epoch: 1699 +2023-02-04 16:07:45,099 32k INFO ====> Epoch: 1700 +2023-02-04 16:07:48,843 32k INFO ====> Epoch: 1701 +2023-02-04 16:07:52,574 32k INFO ====> Epoch: 1702 +2023-02-04 16:07:56,290 32k INFO ====> Epoch: 1703 +2023-02-04 16:08:00,027 32k INFO ====> Epoch: 1704 +2023-02-04 16:08:03,798 32k INFO ====> Epoch: 1705 +2023-02-04 16:08:07,517 32k INFO ====> Epoch: 1706 +2023-02-04 16:08:11,254 32k INFO ====> Epoch: 1707 +2023-02-04 16:08:15,026 32k INFO ====> Epoch: 1708 +2023-02-04 16:08:18,797 32k INFO ====> Epoch: 1709 +2023-02-04 16:08:22,523 32k INFO ====> Epoch: 1710 +2023-02-04 16:08:26,203 32k INFO ====> Epoch: 1711 +2023-02-04 16:08:29,972 32k INFO ====> Epoch: 1712 +2023-02-04 16:08:33,767 32k INFO ====> Epoch: 1713 +2023-02-04 16:08:37,584 32k INFO ====> Epoch: 1714 +2023-02-04 16:08:41,347 32k INFO ====> Epoch: 1715 +2023-02-04 16:08:45,113 32k INFO ====> Epoch: 1716 +2023-02-04 16:08:48,891 32k INFO ====> Epoch: 1717 +2023-02-04 16:08:52,682 32k INFO ====> Epoch: 1718 +2023-02-04 16:08:56,474 32k INFO ====> Epoch: 1719 +2023-02-04 16:09:00,194 32k INFO ====> Epoch: 1720 +2023-02-04 16:09:03,980 32k INFO ====> Epoch: 1721 +2023-02-04 16:09:07,747 32k INFO ====> Epoch: 1722 +2023-02-04 16:09:11,447 32k INFO ====> Epoch: 1723 +2023-02-04 16:09:15,178 32k INFO ====> Epoch: 1724 +2023-02-04 16:09:18,937 32k INFO ====> Epoch: 1725 +2023-02-04 16:09:22,734 32k INFO ====> Epoch: 1726 +2023-02-04 16:09:26,461 32k INFO ====> Epoch: 1727 +2023-02-04 16:09:30,228 32k INFO ====> Epoch: 1728 +2023-02-04 16:09:33,987 32k INFO ====> Epoch: 1729 +2023-02-04 16:09:37,739 32k INFO ====> Epoch: 1730 +2023-02-04 16:09:41,533 32k INFO ====> Epoch: 1731 +2023-02-04 16:09:45,279 32k INFO ====> Epoch: 1732 +2023-02-04 16:09:49,099 32k INFO ====> Epoch: 1733 +2023-02-04 16:09:52,914 32k INFO ====> Epoch: 1734 +2023-02-04 16:09:56,669 32k INFO ====> Epoch: 1735 +2023-02-04 16:10:00,369 32k INFO ====> Epoch: 1736 +2023-02-04 16:10:04,113 32k INFO ====> Epoch: 1737 +2023-02-04 16:10:07,838 32k INFO ====> Epoch: 1738 +2023-02-04 16:10:11,571 32k INFO ====> Epoch: 1739 +2023-02-04 16:10:15,293 32k INFO ====> Epoch: 1740 +2023-02-04 16:10:19,007 32k INFO ====> Epoch: 1741 +2023-02-04 16:10:22,793 32k INFO ====> Epoch: 1742 +2023-02-04 16:10:26,517 32k INFO ====> Epoch: 1743 +2023-02-04 16:10:30,233 32k INFO ====> Epoch: 1744 +2023-02-04 16:10:34,087 32k INFO ====> Epoch: 1745 +2023-02-04 16:10:37,838 32k INFO ====> Epoch: 1746 +2023-02-04 16:10:41,561 32k INFO ====> Epoch: 1747 +2023-02-04 16:10:45,275 32k INFO ====> Epoch: 1748 +2023-02-04 16:10:49,098 32k INFO ====> Epoch: 1749 +2023-02-04 16:10:52,942 32k INFO ====> Epoch: 1750 +2023-02-04 16:10:56,760 32k INFO ====> Epoch: 1751 +2023-02-04 16:11:00,581 32k INFO ====> Epoch: 1752 +2023-02-04 16:11:04,357 32k INFO ====> Epoch: 1753 +2023-02-04 16:11:08,085 32k INFO ====> Epoch: 1754 +2023-02-04 16:11:11,854 32k INFO ====> Epoch: 1755 +2023-02-04 16:11:15,608 32k INFO ====> Epoch: 1756 +2023-02-04 16:11:19,317 32k INFO ====> Epoch: 1757 +2023-02-04 16:11:23,044 32k INFO ====> Epoch: 1758 +2023-02-04 16:11:26,821 32k INFO ====> Epoch: 1759 +2023-02-04 16:11:30,546 32k INFO ====> Epoch: 1760 +2023-02-04 16:11:34,240 32k INFO ====> Epoch: 1761 +2023-02-04 16:11:38,079 32k INFO ====> Epoch: 1762 +2023-02-04 16:11:41,807 32k INFO ====> Epoch: 1763 +2023-02-04 16:11:45,548 32k INFO ====> Epoch: 1764 +2023-02-04 16:11:49,271 32k INFO ====> Epoch: 1765 +2023-02-04 16:11:53,033 32k INFO ====> Epoch: 1766 +2023-02-04 16:11:56,847 32k INFO ====> Epoch: 1767 +2023-02-04 16:12:00,632 32k INFO ====> Epoch: 1768 +2023-02-04 16:12:04,384 32k INFO ====> Epoch: 1769 +2023-02-04 16:12:08,180 32k INFO ====> Epoch: 1770 +2023-02-04 16:12:11,943 32k INFO ====> Epoch: 1771 +2023-02-04 16:12:15,700 32k INFO ====> Epoch: 1772 +2023-02-04 16:12:19,419 32k INFO ====> Epoch: 1773 +2023-02-04 16:12:23,140 32k INFO ====> Epoch: 1774 +2023-02-04 16:12:26,892 32k INFO ====> Epoch: 1775 +2023-02-04 16:12:30,632 32k INFO ====> Epoch: 1776 +2023-02-04 16:12:34,355 32k INFO ====> Epoch: 1777 +2023-02-04 16:12:38,082 32k INFO ====> Epoch: 1778 +2023-02-04 16:12:41,833 32k INFO ====> Epoch: 1779 +2023-02-04 16:12:45,609 32k INFO ====> Epoch: 1780 +2023-02-04 16:12:49,324 32k INFO ====> Epoch: 1781 +2023-02-04 16:12:53,040 32k INFO ====> Epoch: 1782 +2023-02-04 16:12:56,816 32k INFO ====> Epoch: 1783 +2023-02-04 16:13:00,535 32k INFO ====> Epoch: 1784 +2023-02-04 16:13:04,286 32k INFO ====> Epoch: 1785 +2023-02-04 16:13:08,063 32k INFO ====> Epoch: 1786 +2023-02-04 16:13:11,873 32k INFO ====> Epoch: 1787 +2023-02-04 16:13:15,602 32k INFO ====> Epoch: 1788 +2023-02-04 16:13:19,322 32k INFO ====> Epoch: 1789 +2023-02-04 16:13:23,041 32k INFO ====> Epoch: 1790 +2023-02-04 16:13:26,821 32k INFO ====> Epoch: 1791 +2023-02-04 16:13:30,603 32k INFO ====> Epoch: 1792 +2023-02-04 16:13:34,345 32k INFO ====> Epoch: 1793 +2023-02-04 16:13:38,095 32k INFO ====> Epoch: 1794 +2023-02-04 16:13:41,859 32k INFO ====> Epoch: 1795 +2023-02-04 16:13:45,599 32k INFO ====> Epoch: 1796 +2023-02-04 16:13:49,313 32k INFO ====> Epoch: 1797 +2023-02-04 16:13:53,061 32k INFO ====> Epoch: 1798 +2023-02-04 16:13:56,931 32k INFO ====> Epoch: 1799 +2023-02-04 16:14:00,667 32k INFO ====> Epoch: 1800 +2023-02-04 16:14:04,416 32k INFO ====> Epoch: 1801 +2023-02-04 16:14:08,131 32k INFO ====> Epoch: 1802 +2023-02-04 16:14:11,924 32k INFO ====> Epoch: 1803 +2023-02-04 16:14:15,718 32k INFO ====> Epoch: 1804 +2023-02-04 16:14:19,459 32k INFO ====> Epoch: 1805 +2023-02-04 16:14:23,242 32k INFO ====> Epoch: 1806 +2023-02-04 16:14:26,963 32k INFO ====> Epoch: 1807 +2023-02-04 16:14:30,743 32k INFO ====> Epoch: 1808 +2023-02-04 16:14:34,462 32k INFO ====> Epoch: 1809 +2023-02-04 16:14:38,190 32k INFO ====> Epoch: 1810 +2023-02-04 16:14:41,933 32k INFO ====> Epoch: 1811 +2023-02-04 16:14:45,622 32k INFO ====> Epoch: 1812 +2023-02-04 16:14:49,338 32k INFO ====> Epoch: 1813 +2023-02-04 16:14:53,078 32k INFO ====> Epoch: 1814 +2023-02-04 16:14:56,864 32k INFO ====> Epoch: 1815 +2023-02-04 16:15:00,614 32k INFO ====> Epoch: 1816 +2023-02-04 16:15:04,431 32k INFO ====> Epoch: 1817 +2023-02-04 16:15:08,137 32k INFO ====> Epoch: 1818 +2023-02-04 16:15:11,877 32k INFO ====> Epoch: 1819 +2023-02-04 16:15:15,619 32k INFO ====> Epoch: 1820 +2023-02-04 16:15:19,457 32k INFO ====> Epoch: 1821 +2023-02-04 16:15:23,265 32k INFO ====> Epoch: 1822 +2023-02-04 16:15:27,048 32k INFO ====> Epoch: 1823 +2023-02-04 16:15:30,826 32k INFO ====> Epoch: 1824 +2023-02-04 16:15:34,567 32k INFO ====> Epoch: 1825 +2023-02-04 16:15:38,274 32k INFO ====> Epoch: 1826 +2023-02-04 16:15:42,032 32k INFO ====> Epoch: 1827 +2023-02-04 16:15:45,830 32k INFO ====> Epoch: 1828 +2023-02-04 16:15:49,570 32k INFO ====> Epoch: 1829 +2023-02-04 16:15:53,288 32k INFO ====> Epoch: 1830 +2023-02-04 16:15:57,048 32k INFO ====> Epoch: 1831 +2023-02-04 16:16:00,824 32k INFO ====> Epoch: 1832 +2023-02-04 16:16:04,540 32k INFO ====> Epoch: 1833 +2023-02-04 16:16:08,301 32k INFO ====> Epoch: 1834 +2023-02-04 16:16:12,099 32k INFO ====> Epoch: 1835 +2023-02-04 16:16:15,836 32k INFO ====> Epoch: 1836 +2023-02-04 16:16:19,566 32k INFO ====> Epoch: 1837 +2023-02-04 16:16:23,311 32k INFO ====> Epoch: 1838 +2023-02-04 16:16:27,095 32k INFO ====> Epoch: 1839 +2023-02-04 16:16:30,830 32k INFO ====> Epoch: 1840 +2023-02-04 16:16:34,639 32k INFO ====> Epoch: 1841 +2023-02-04 16:16:38,438 32k INFO ====> Epoch: 1842 +2023-02-04 16:16:42,195 32k INFO ====> Epoch: 1843 +2023-02-04 16:16:46,011 32k INFO ====> Epoch: 1844 +2023-02-04 16:16:49,728 32k INFO ====> Epoch: 1845 +2023-02-04 16:16:53,448 32k INFO ====> Epoch: 1846 +2023-02-04 16:16:57,325 32k INFO ====> Epoch: 1847 +2023-02-04 16:17:01,145 32k INFO ====> Epoch: 1848 +2023-02-04 16:17:04,923 32k INFO ====> Epoch: 1849 +2023-02-04 16:17:08,688 32k INFO ====> Epoch: 1850 +2023-02-04 16:17:12,389 32k INFO ====> Epoch: 1851 +2023-02-04 16:17:16,117 32k INFO ====> Epoch: 1852 +2023-02-04 16:17:19,883 32k INFO ====> Epoch: 1853 +2023-02-04 16:17:23,612 32k INFO ====> Epoch: 1854 +2023-02-04 16:17:27,348 32k INFO ====> Epoch: 1855 +2023-02-04 16:17:31,094 32k INFO ====> Epoch: 1856 +2023-02-04 16:17:34,889 32k INFO ====> Epoch: 1857 +2023-02-04 16:17:38,701 32k INFO ====> Epoch: 1858 +2023-02-04 16:17:42,434 32k INFO ====> Epoch: 1859 +2023-02-04 16:17:46,186 32k INFO ====> Epoch: 1860 +2023-02-04 16:17:49,979 32k INFO ====> Epoch: 1861 +2023-02-04 16:17:53,753 32k INFO ====> Epoch: 1862 +2023-02-04 16:17:57,435 32k INFO ====> Epoch: 1863 +2023-02-04 16:18:01,162 32k INFO ====> Epoch: 1864 +2023-02-04 16:18:04,904 32k INFO ====> Epoch: 1865 +2023-02-04 16:18:08,708 32k INFO ====> Epoch: 1866 +2023-02-04 16:18:12,449 32k INFO ====> Epoch: 1867 +2023-02-04 16:18:16,162 32k INFO ====> Epoch: 1868 +2023-02-04 16:18:19,961 32k INFO ====> Epoch: 1869 +2023-02-04 16:18:23,715 32k INFO ====> Epoch: 1870 +2023-02-04 16:18:27,479 32k INFO ====> Epoch: 1871 +2023-02-04 16:18:31,166 32k INFO ====> Epoch: 1872 +2023-02-04 16:18:34,958 32k INFO ====> Epoch: 1873 +2023-02-04 16:18:38,728 32k INFO ====> Epoch: 1874 +2023-02-04 16:18:42,454 32k INFO ====> Epoch: 1875 +2023-02-04 16:18:46,212 32k INFO ====> Epoch: 1876 +2023-02-04 16:18:50,006 32k INFO ====> Epoch: 1877 +2023-02-04 16:18:53,776 32k INFO ====> Epoch: 1878 +2023-02-04 16:18:57,486 32k INFO ====> Epoch: 1879 +2023-02-04 16:19:01,198 32k INFO ====> Epoch: 1880 +2023-02-04 16:19:04,967 32k INFO ====> Epoch: 1881 +2023-02-04 16:19:08,804 32k INFO ====> Epoch: 1882 +2023-02-04 16:19:12,579 32k INFO ====> Epoch: 1883 +2023-02-04 16:19:16,283 32k INFO ====> Epoch: 1884 +2023-02-04 16:19:19,996 32k INFO ====> Epoch: 1885 +2023-02-04 16:19:23,783 32k INFO ====> Epoch: 1886 +2023-02-04 16:19:27,525 32k INFO ====> Epoch: 1887 +2023-02-04 16:19:31,276 32k INFO ====> Epoch: 1888 +2023-02-04 16:19:35,069 32k INFO ====> Epoch: 1889 +2023-02-04 16:19:38,831 32k INFO ====> Epoch: 1890 +2023-02-04 16:19:42,630 32k INFO ====> Epoch: 1891 +2023-02-04 16:19:46,409 32k INFO ====> Epoch: 1892 +2023-02-04 16:19:50,147 32k INFO ====> Epoch: 1893 +2023-02-04 16:19:53,900 32k INFO ====> Epoch: 1894 +2023-02-04 16:19:57,727 32k INFO ====> Epoch: 1895 +2023-02-04 16:20:01,430 32k INFO ====> Epoch: 1896 +2023-02-04 16:20:05,228 32k INFO ====> Epoch: 1897 +2023-02-04 16:20:08,997 32k INFO ====> Epoch: 1898 +2023-02-04 16:20:12,820 32k INFO ====> Epoch: 1899 +2023-02-04 16:20:16,528 32k INFO ====> Epoch: 1900 +2023-02-04 16:20:20,289 32k INFO ====> Epoch: 1901 +2023-02-04 16:20:24,014 32k INFO ====> Epoch: 1902 +2023-02-04 16:20:27,760 32k INFO ====> Epoch: 1903 +2023-02-04 16:20:31,491 32k INFO ====> Epoch: 1904 +2023-02-04 16:20:35,228 32k INFO ====> Epoch: 1905 +2023-02-04 16:20:38,999 32k INFO ====> Epoch: 1906 +2023-02-04 16:20:42,801 32k INFO ====> Epoch: 1907 +2023-02-04 16:20:46,493 32k INFO ====> Epoch: 1908 +2023-02-04 16:20:50,321 32k INFO ====> Epoch: 1909 +2023-02-04 16:20:54,058 32k INFO ====> Epoch: 1910 +2023-02-04 16:20:57,848 32k INFO ====> Epoch: 1911 +2023-02-04 16:21:01,630 32k INFO ====> Epoch: 1912 +2023-02-04 16:21:05,416 32k INFO ====> Epoch: 1913 +2023-02-04 16:21:09,134 32k INFO ====> Epoch: 1914 +2023-02-04 16:21:12,936 32k INFO ====> Epoch: 1915 +2023-02-04 16:21:16,669 32k INFO ====> Epoch: 1916 +2023-02-04 16:21:20,399 32k INFO ====> Epoch: 1917 +2023-02-04 16:21:24,129 32k INFO ====> Epoch: 1918 +2023-02-04 16:21:27,863 32k INFO ====> Epoch: 1919 +2023-02-04 16:21:31,632 32k INFO ====> Epoch: 1920 +2023-02-04 16:21:35,366 32k INFO ====> Epoch: 1921 +2023-02-04 16:21:39,108 32k INFO ====> Epoch: 1922 +2023-02-04 16:21:42,837 32k INFO ====> Epoch: 1923 +2023-02-04 16:21:46,588 32k INFO ====> Epoch: 1924 +2023-02-04 16:21:50,288 32k INFO ====> Epoch: 1925 +2023-02-04 16:21:54,038 32k INFO ====> Epoch: 1926 +2023-02-04 16:21:57,821 32k INFO ====> Epoch: 1927 +2023-02-04 16:22:01,543 32k INFO ====> Epoch: 1928 +2023-02-04 16:22:05,245 32k INFO ====> Epoch: 1929 +2023-02-04 16:22:09,059 32k INFO ====> Epoch: 1930 +2023-02-04 16:22:12,853 32k INFO ====> Epoch: 1931 +2023-02-04 16:22:16,676 32k INFO ====> Epoch: 1932 +2023-02-04 16:22:20,447 32k INFO ====> Epoch: 1933 +2023-02-04 16:22:24,153 32k INFO ====> Epoch: 1934 +2023-02-04 16:22:27,891 32k INFO ====> Epoch: 1935 +2023-02-04 16:22:31,598 32k INFO ====> Epoch: 1936 +2023-02-04 16:22:35,303 32k INFO ====> Epoch: 1937 +2023-02-04 16:22:39,075 32k INFO ====> Epoch: 1938 +2023-02-04 16:22:42,835 32k INFO ====> Epoch: 1939 +2023-02-04 16:22:46,582 32k INFO ====> Epoch: 1940 +2023-02-04 16:22:50,339 32k INFO ====> Epoch: 1941 +2023-02-04 16:22:54,069 32k INFO ====> Epoch: 1942 +2023-02-04 16:22:57,854 32k INFO ====> Epoch: 1943 +2023-02-04 16:23:01,677 32k INFO ====> Epoch: 1944 +2023-02-04 16:23:05,485 32k INFO ====> Epoch: 1945 +2023-02-04 16:23:09,169 32k INFO ====> Epoch: 1946 +2023-02-04 16:23:12,915 32k INFO ====> Epoch: 1947 +2023-02-04 16:23:16,697 32k INFO ====> Epoch: 1948 +2023-02-04 16:23:20,465 32k INFO ====> Epoch: 1949 +2023-02-04 16:23:24,240 32k INFO ====> Epoch: 1950 +2023-02-04 16:23:28,032 32k INFO ====> Epoch: 1951 +2023-02-04 16:23:31,809 32k INFO ====> Epoch: 1952 +2023-02-04 16:23:35,584 32k INFO ====> Epoch: 1953 +2023-02-04 16:23:39,301 32k INFO ====> Epoch: 1954 +2023-02-04 16:23:43,019 32k INFO ====> Epoch: 1955 +2023-02-04 16:23:46,801 32k INFO ====> Epoch: 1956 +2023-02-04 16:23:50,576 32k INFO ====> Epoch: 1957 +2023-02-04 16:23:54,287 32k INFO ====> Epoch: 1958 +2023-02-04 16:23:58,004 32k INFO ====> Epoch: 1959 +2023-02-04 16:24:01,773 32k INFO ====> Epoch: 1960 +2023-02-04 16:24:05,532 32k INFO ====> Epoch: 1961 +2023-02-04 16:24:09,278 32k INFO ====> Epoch: 1962 +2023-02-04 16:24:13,029 32k INFO ====> Epoch: 1963 +2023-02-04 16:24:16,825 32k INFO ====> Epoch: 1964 +2023-02-04 16:24:20,563 32k INFO ====> Epoch: 1965 +2023-02-04 16:24:24,336 32k INFO ====> Epoch: 1966 +2023-02-04 16:24:28,038 32k INFO ====> Epoch: 1967 +2023-02-04 16:24:31,837 32k INFO ====> Epoch: 1968 +2023-02-04 16:24:35,574 32k INFO ====> Epoch: 1969 +2023-02-04 16:24:39,324 32k INFO ====> Epoch: 1970 +2023-02-04 16:24:43,123 32k INFO ====> Epoch: 1971 +2023-02-04 16:24:46,889 32k INFO ====> Epoch: 1972 +2023-02-04 16:24:50,615 32k INFO ====> Epoch: 1973 +2023-02-04 16:24:54,355 32k INFO ====> Epoch: 1974 +2023-02-04 16:24:58,149 32k INFO ====> Epoch: 1975 +2023-02-04 16:25:01,941 32k INFO ====> Epoch: 1976 +2023-02-04 16:25:05,752 32k INFO ====> Epoch: 1977 +2023-02-04 16:25:09,474 32k INFO ====> Epoch: 1978 +2023-02-04 16:25:13,240 32k INFO ====> Epoch: 1979 +2023-02-04 16:25:17,035 32k INFO ====> Epoch: 1980 +2023-02-04 16:25:20,807 32k INFO ====> Epoch: 1981 +2023-02-04 16:25:24,551 32k INFO ====> Epoch: 1982 +2023-02-04 16:25:28,307 32k INFO ====> Epoch: 1983 +2023-02-04 16:25:32,123 32k INFO ====> Epoch: 1984 +2023-02-04 16:25:35,852 32k INFO ====> Epoch: 1985 +2023-02-04 16:25:39,595 32k INFO ====> Epoch: 1986 +2023-02-04 16:25:43,823 32k INFO ====> Epoch: 1987 +2023-02-04 16:25:49,125 32k INFO ====> Epoch: 1988 +2023-02-04 16:25:54,807 32k INFO ====> Epoch: 1989 +2023-02-04 16:26:02,260 32k INFO ====> Epoch: 1990 +2023-02-04 16:26:08,493 32k INFO ====> Epoch: 1991 +2023-02-04 16:26:15,740 32k INFO ====> Epoch: 1992 +2023-02-04 16:26:22,987 32k INFO ====> Epoch: 1993 +2023-02-04 16:26:28,653 32k INFO ====> Epoch: 1994 +2023-02-04 16:26:34,928 32k INFO ====> Epoch: 1995 +2023-02-04 16:26:42,309 32k INFO ====> Epoch: 1996 +2023-02-04 16:26:48,076 32k INFO ====> Epoch: 1997 +2023-02-04 16:26:52,028 32k INFO ====> Epoch: 1998 +2023-02-04 16:26:55,960 32k INFO ====> Epoch: 1999 +2023-02-04 16:27:02,496 32k INFO ====> Epoch: 2000 +2023-02-04 16:27:08,211 32k INFO ====> Epoch: 2001 +2023-02-04 16:27:13,322 32k INFO ====> Epoch: 2002 +2023-02-04 16:27:20,713 32k INFO ====> Epoch: 2003 +2023-02-04 16:27:26,452 32k INFO ====> Epoch: 2004 +2023-02-04 16:27:31,919 32k INFO ====> Epoch: 2005 +2023-02-04 16:27:38,085 32k INFO ====> Epoch: 2006 +2023-02-04 16:27:46,944 32k INFO ====> Epoch: 2007 +2023-02-04 16:27:54,588 32k INFO ====> Epoch: 2008 +2023-02-04 16:28:01,325 32k INFO ====> Epoch: 2009 +2023-02-04 16:28:09,605 32k INFO ====> Epoch: 2010 +2023-02-04 16:28:16,052 32k INFO ====> Epoch: 2011 +2023-02-04 16:28:24,008 32k INFO ====> Epoch: 2012 +2023-02-04 16:28:31,301 32k INFO ====> Epoch: 2013 +2023-02-04 16:28:37,872 32k INFO ====> Epoch: 2014 +2023-02-04 16:28:44,661 32k INFO ====> Epoch: 2015 +2023-02-04 16:28:51,081 32k INFO ====> Epoch: 2016 +2023-02-04 16:28:58,505 32k INFO ====> Epoch: 2017 +2023-02-04 16:29:05,654 32k INFO ====> Epoch: 2018 +2023-02-04 16:29:12,286 32k INFO ====> Epoch: 2019 +2023-02-04 16:29:19,721 32k INFO ====> Epoch: 2020 +2023-02-04 16:29:24,987 32k INFO ====> Epoch: 2021 +2023-02-04 16:29:28,974 32k INFO ====> Epoch: 2022 +2023-02-04 16:29:32,898 32k INFO ====> Epoch: 2023 +2023-02-04 16:29:36,749 32k INFO ====> Epoch: 2024 +2023-02-04 16:29:40,538 32k INFO ====> Epoch: 2025 +2023-02-04 16:29:44,300 32k INFO ====> Epoch: 2026 +2023-02-04 16:29:48,030 32k INFO ====> Epoch: 2027 +2023-02-04 16:29:51,791 32k INFO ====> Epoch: 2028 +2023-02-04 16:29:55,527 32k INFO ====> Epoch: 2029 +2023-02-04 16:29:59,231 32k INFO ====> Epoch: 2030 +2023-02-04 16:30:03,052 32k INFO ====> Epoch: 2031 +2023-02-04 16:30:06,873 32k INFO ====> Epoch: 2032 +2023-02-04 16:30:10,693 32k INFO ====> Epoch: 2033 +2023-02-04 16:30:14,458 32k INFO ====> Epoch: 2034 +2023-02-04 16:30:18,211 32k INFO ====> Epoch: 2035 +2023-02-04 16:30:21,916 32k INFO ====> Epoch: 2036 +2023-02-04 16:30:25,640 32k INFO ====> Epoch: 2037 +2023-02-04 16:30:29,379 32k INFO ====> Epoch: 2038 +2023-02-04 16:30:33,092 32k INFO ====> Epoch: 2039 +2023-02-04 16:30:36,874 32k INFO ====> Epoch: 2040 +2023-02-04 16:30:40,630 32k INFO ====> Epoch: 2041 +2023-02-04 16:30:44,383 32k INFO ====> Epoch: 2042 +2023-02-04 16:30:48,160 32k INFO ====> Epoch: 2043 +2023-02-04 16:30:51,930 32k INFO ====> Epoch: 2044 +2023-02-04 16:30:55,730 32k INFO ====> Epoch: 2045 +2023-02-04 16:30:59,446 32k INFO ====> Epoch: 2046 +2023-02-04 16:31:03,166 32k INFO ====> Epoch: 2047 +2023-02-04 16:31:06,922 32k INFO ====> Epoch: 2048 +2023-02-04 16:31:10,750 32k INFO ====> Epoch: 2049 +2023-02-04 16:31:14,504 32k INFO ====> Epoch: 2050 +2023-02-04 16:31:18,301 32k INFO ====> Epoch: 2051 +2023-02-04 16:31:22,056 32k INFO ====> Epoch: 2052 +2023-02-04 16:31:25,812 32k INFO ====> Epoch: 2053 +2023-02-04 16:31:29,532 32k INFO ====> Epoch: 2054 +2023-02-04 16:31:33,251 32k INFO ====> Epoch: 2055 +2023-02-04 16:31:36,978 32k INFO ====> Epoch: 2056 +2023-02-04 16:31:40,697 32k INFO ====> Epoch: 2057 +2023-02-04 16:31:44,461 32k INFO ====> Epoch: 2058 +2023-02-04 16:31:48,247 32k INFO ====> Epoch: 2059 +2023-02-04 16:31:52,101 32k INFO ====> Epoch: 2060 +2023-02-04 16:31:55,834 32k INFO ====> Epoch: 2061 +2023-02-04 16:31:59,575 32k INFO ====> Epoch: 2062 +2023-02-04 16:32:03,313 32k INFO ====> Epoch: 2063 +2023-02-04 16:32:07,088 32k INFO ====> Epoch: 2064 +2023-02-04 16:32:10,850 32k INFO ====> Epoch: 2065 +2023-02-04 16:32:14,597 32k INFO ====> Epoch: 2066 +2023-02-04 16:32:18,344 32k INFO ====> Epoch: 2067 +2023-02-04 16:32:22,184 32k INFO ====> Epoch: 2068 +2023-02-04 16:32:25,970 32k INFO ====> Epoch: 2069 +2023-02-04 16:32:29,764 32k INFO ====> Epoch: 2070 +2023-02-04 16:32:33,518 32k INFO ====> Epoch: 2071 +2023-02-04 16:32:37,238 32k INFO ====> Epoch: 2072 +2023-02-04 16:32:41,005 32k INFO ====> Epoch: 2073 +2023-02-04 16:32:44,814 32k INFO ====> Epoch: 2074 +2023-02-04 16:32:48,566 32k INFO ====> Epoch: 2075 +2023-02-04 16:32:52,255 32k INFO ====> Epoch: 2076 +2023-02-04 16:32:56,075 32k INFO ====> Epoch: 2077 +2023-02-04 16:32:59,865 32k INFO ====> Epoch: 2078 +2023-02-04 16:33:03,615 32k INFO ====> Epoch: 2079 +2023-02-04 16:33:07,324 32k INFO ====> Epoch: 2080 +2023-02-04 16:33:11,042 32k INFO ====> Epoch: 2081 +2023-02-04 16:33:14,781 32k INFO ====> Epoch: 2082 +2023-02-04 16:33:18,559 32k INFO ====> Epoch: 2083 +2023-02-04 16:33:22,267 32k INFO ====> Epoch: 2084 +2023-02-04 16:33:26,007 32k INFO ====> Epoch: 2085 +2023-02-04 16:33:29,781 32k INFO ====> Epoch: 2086 +2023-02-04 16:33:33,546 32k INFO ====> Epoch: 2087 +2023-02-04 16:33:37,306 32k INFO ====> Epoch: 2088 +2023-02-04 16:33:41,086 32k INFO ====> Epoch: 2089 +2023-02-04 16:33:44,846 32k INFO ====> Epoch: 2090 +2023-02-04 16:33:48,574 32k INFO ====> Epoch: 2091 +2023-02-04 16:33:52,253 32k INFO ====> Epoch: 2092 +2023-02-04 16:33:56,054 32k INFO ====> Epoch: 2093 +2023-02-04 16:33:59,819 32k INFO ====> Epoch: 2094 +2023-02-04 16:34:03,597 32k INFO ====> Epoch: 2095 +2023-02-04 16:34:07,337 32k INFO ====> Epoch: 2096 +2023-02-04 16:34:11,117 32k INFO ====> Epoch: 2097 +2023-02-04 16:34:14,924 32k INFO ====> Epoch: 2098 +2023-02-04 16:34:18,679 32k INFO ====> Epoch: 2099 +2023-02-04 16:34:22,391 32k INFO ====> Epoch: 2100 +2023-02-04 16:34:26,160 32k INFO ====> Epoch: 2101 +2023-02-04 16:34:29,907 32k INFO ====> Epoch: 2102 +2023-02-04 16:34:33,640 32k INFO ====> Epoch: 2103 +2023-02-04 16:34:37,469 32k INFO ====> Epoch: 2104 +2023-02-04 16:34:41,221 32k INFO ====> Epoch: 2105 +2023-02-04 16:34:44,975 32k INFO ====> Epoch: 2106 +2023-02-04 16:34:48,711 32k INFO ====> Epoch: 2107 +2023-02-04 16:34:52,487 32k INFO ====> Epoch: 2108 +2023-02-04 16:34:56,186 32k INFO ====> Epoch: 2109 +2023-02-04 16:34:59,965 32k INFO ====> Epoch: 2110 +2023-02-04 16:35:03,696 32k INFO ====> Epoch: 2111 +2023-02-04 16:35:07,460 32k INFO ====> Epoch: 2112 +2023-02-04 16:35:11,219 32k INFO ====> Epoch: 2113 +2023-02-04 16:35:14,979 32k INFO ====> Epoch: 2114 +2023-02-04 16:35:18,744 32k INFO ====> Epoch: 2115 +2023-02-04 16:35:22,479 32k INFO ====> Epoch: 2116 +2023-02-04 16:35:26,239 32k INFO ====> Epoch: 2117 +2023-02-04 16:35:30,008 32k INFO ====> Epoch: 2118 +2023-02-04 16:35:33,765 32k INFO ====> Epoch: 2119 +2023-02-04 16:35:37,494 32k INFO ====> Epoch: 2120 +2023-02-04 16:35:41,201 32k INFO ====> Epoch: 2121 +2023-02-04 16:35:44,982 32k INFO ====> Epoch: 2122 +2023-02-04 16:35:48,812 32k INFO ====> Epoch: 2123 +2023-02-04 16:35:52,611 32k INFO ====> Epoch: 2124 +2023-02-04 16:35:56,354 32k INFO ====> Epoch: 2125 +2023-02-04 16:36:00,074 32k INFO ====> Epoch: 2126 +2023-02-04 16:36:03,820 32k INFO ====> Epoch: 2127 +2023-02-04 16:36:07,532 32k INFO ====> Epoch: 2128 +2023-02-04 16:36:11,190 32k INFO ====> Epoch: 2129 +2023-02-04 16:36:14,990 32k INFO ====> Epoch: 2130 +2023-02-04 16:36:18,740 32k INFO ====> Epoch: 2131 +2023-02-04 16:36:22,462 32k INFO ====> Epoch: 2132 +2023-02-04 16:36:26,266 32k INFO ====> Epoch: 2133 +2023-02-04 16:36:29,997 32k INFO ====> Epoch: 2134 +2023-02-04 16:36:33,766 32k INFO ====> Epoch: 2135 +2023-02-04 16:36:37,531 32k INFO ====> Epoch: 2136 +2023-02-04 16:36:41,266 32k INFO ====> Epoch: 2137 +2023-02-04 16:36:45,027 32k INFO ====> Epoch: 2138 +2023-02-04 16:36:48,789 32k INFO ====> Epoch: 2139 +2023-02-04 16:36:52,571 32k INFO ====> Epoch: 2140 +2023-02-04 16:36:56,307 32k INFO ====> Epoch: 2141 +2023-02-04 16:37:00,068 32k INFO ====> Epoch: 2142 +2023-02-04 16:37:03,854 32k INFO ====> Epoch: 2143 +2023-02-04 16:37:07,638 32k INFO ====> Epoch: 2144 +2023-02-04 16:37:11,350 32k INFO ====> Epoch: 2145 +2023-02-04 16:37:15,095 32k INFO ====> Epoch: 2146 +2023-02-04 16:37:18,874 32k INFO ====> Epoch: 2147 +2023-02-04 16:37:22,647 32k INFO ====> Epoch: 2148 +2023-02-04 16:37:26,365 32k INFO ====> Epoch: 2149 +2023-02-04 16:37:30,096 32k INFO ====> Epoch: 2150 +2023-02-04 16:37:33,843 32k INFO ====> Epoch: 2151 +2023-02-04 16:37:37,615 32k INFO ====> Epoch: 2152 +2023-02-04 16:37:41,336 32k INFO ====> Epoch: 2153 +2023-02-04 16:37:45,142 32k INFO ====> Epoch: 2154 +2023-02-04 16:37:48,912 32k INFO ====> Epoch: 2155 +2023-02-04 16:37:52,682 32k INFO ====> Epoch: 2156 +2023-02-04 16:37:56,411 32k INFO ====> Epoch: 2157 +2023-02-04 16:38:00,152 32k INFO ====> Epoch: 2158 +2023-02-04 16:38:03,983 32k INFO ====> Epoch: 2159 +2023-02-04 16:38:07,812 32k INFO ====> Epoch: 2160 +2023-02-04 16:38:11,574 32k INFO ====> Epoch: 2161 +2023-02-04 16:38:15,275 32k INFO ====> Epoch: 2162 +2023-02-04 16:38:19,069 32k INFO ====> Epoch: 2163 +2023-02-04 16:38:22,827 32k INFO ====> Epoch: 2164 +2023-02-04 16:38:26,635 32k INFO ====> Epoch: 2165 +2023-02-04 16:38:30,357 32k INFO ====> Epoch: 2166 +2023-02-04 16:38:34,121 32k INFO ====> Epoch: 2167 +2023-02-04 16:38:37,889 32k INFO ====> Epoch: 2168 +2023-02-04 16:38:41,678 32k INFO ====> Epoch: 2169 +2023-02-04 16:38:45,409 32k INFO ====> Epoch: 2170 +2023-02-04 16:38:49,166 32k INFO ====> Epoch: 2171 +2023-02-04 16:38:52,998 32k INFO ====> Epoch: 2172 +2023-02-04 16:38:56,730 32k INFO ====> Epoch: 2173 +2023-02-04 16:39:00,468 32k INFO ====> Epoch: 2174 +2023-02-04 16:39:04,224 32k INFO ====> Epoch: 2175 +2023-02-04 16:39:08,044 32k INFO ====> Epoch: 2176 +2023-02-04 16:39:11,854 32k INFO ====> Epoch: 2177 +2023-02-04 16:39:15,619 32k INFO ====> Epoch: 2178 +2023-02-04 16:39:19,424 32k INFO ====> Epoch: 2179 +2023-02-04 16:39:23,133 32k INFO ====> Epoch: 2180 +2023-02-04 16:39:26,910 32k INFO ====> Epoch: 2181 +2023-02-04 16:39:30,684 32k INFO ====> Epoch: 2182 +2023-02-04 16:39:34,486 32k INFO ====> Epoch: 2183 +2023-02-04 16:39:38,223 32k INFO ====> Epoch: 2184 +2023-02-04 16:39:41,987 32k INFO ====> Epoch: 2185 +2023-02-04 16:39:45,757 32k INFO ====> Epoch: 2186 +2023-02-04 16:39:49,495 32k INFO ====> Epoch: 2187 +2023-02-04 16:39:53,216 32k INFO ====> Epoch: 2188 +2023-02-04 16:39:56,953 32k INFO ====> Epoch: 2189 +2023-02-04 16:40:00,700 32k INFO ====> Epoch: 2190 +2023-02-04 16:40:04,424 32k INFO ====> Epoch: 2191 +2023-02-04 16:40:08,215 32k INFO ====> Epoch: 2192 +2023-02-04 16:40:11,952 32k INFO ====> Epoch: 2193 +2023-02-04 16:40:15,663 32k INFO ====> Epoch: 2194 +2023-02-04 16:40:19,470 32k INFO ====> Epoch: 2195 +2023-02-04 16:40:23,223 32k INFO ====> Epoch: 2196 +2023-02-04 16:40:26,981 32k INFO ====> Epoch: 2197 +2023-02-04 16:40:30,801 32k INFO ====> Epoch: 2198 +2023-02-04 16:40:34,510 32k INFO ====> Epoch: 2199 +2023-02-04 16:40:38,246 32k INFO ====> Epoch: 2200 +2023-02-04 16:40:42,019 32k INFO ====> Epoch: 2201 +2023-02-04 16:40:45,795 32k INFO ====> Epoch: 2202 +2023-02-04 16:40:49,565 32k INFO ====> Epoch: 2203 +2023-02-04 16:40:53,264 32k INFO ====> Epoch: 2204 +2023-02-04 16:40:56,999 32k INFO ====> Epoch: 2205 +2023-02-04 16:41:00,800 32k INFO ====> Epoch: 2206 +2023-02-04 16:41:04,485 32k INFO ====> Epoch: 2207 +2023-02-04 16:41:08,188 32k INFO ====> Epoch: 2208 +2023-02-04 16:41:11,911 32k INFO ====> Epoch: 2209 +2023-02-04 16:41:15,699 32k INFO ====> Epoch: 2210 +2023-02-04 16:41:19,417 32k INFO ====> Epoch: 2211 +2023-02-04 16:41:23,164 32k INFO ====> Epoch: 2212 +2023-02-04 16:41:26,979 32k INFO ====> Epoch: 2213 +2023-02-04 16:41:30,758 32k INFO ====> Epoch: 2214 +2023-02-04 16:41:34,536 32k INFO ====> Epoch: 2215 +2023-02-04 16:41:38,273 32k INFO ====> Epoch: 2216 +2023-02-04 16:41:42,067 32k INFO ====> Epoch: 2217 +2023-02-04 16:41:45,830 32k INFO ====> Epoch: 2218 +2023-02-04 16:41:49,566 32k INFO ====> Epoch: 2219 +2023-02-04 16:41:53,244 32k INFO ====> Epoch: 2220 +2023-02-04 16:41:56,984 32k INFO ====> Epoch: 2221 +2023-02-04 16:42:00,732 32k INFO ====> Epoch: 2222 +2023-02-04 16:42:04,523 32k INFO ====> Epoch: 2223 +2023-02-04 16:42:08,240 32k INFO ====> Epoch: 2224 +2023-02-04 16:42:12,009 32k INFO ====> Epoch: 2225 +2023-02-04 16:42:15,754 32k INFO ====> Epoch: 2226 +2023-02-04 16:42:19,455 32k INFO ====> Epoch: 2227 +2023-02-04 16:42:23,195 32k INFO ====> Epoch: 2228 +2023-02-04 16:42:26,949 32k INFO ====> Epoch: 2229 +2023-02-04 16:42:30,766 32k INFO ====> Epoch: 2230 +2023-02-04 16:42:34,541 32k INFO ====> Epoch: 2231 +2023-02-04 16:42:38,250 32k INFO ====> Epoch: 2232 +2023-02-04 16:42:41,987 32k INFO ====> Epoch: 2233 +2023-02-04 16:42:45,808 32k INFO ====> Epoch: 2234 +2023-02-04 16:42:49,575 32k INFO ====> Epoch: 2235 +2023-02-04 16:42:53,348 32k INFO ====> Epoch: 2236 +2023-02-04 16:42:57,076 32k INFO ====> Epoch: 2237 +2023-02-04 16:43:00,828 32k INFO ====> Epoch: 2238 +2023-02-04 16:43:04,586 32k INFO ====> Epoch: 2239 +2023-02-04 16:43:08,335 32k INFO ====> Epoch: 2240 +2023-02-04 16:43:12,050 32k INFO ====> Epoch: 2241 +2023-02-04 16:43:15,818 32k INFO ====> Epoch: 2242 +2023-02-04 16:43:19,543 32k INFO ====> Epoch: 2243 +2023-02-04 16:43:23,229 32k INFO ====> Epoch: 2244 +2023-02-04 16:43:26,979 32k INFO ====> Epoch: 2245 +2023-02-04 16:43:30,779 32k INFO ====> Epoch: 2246 +2023-02-04 16:43:34,507 32k INFO ====> Epoch: 2247 +2023-02-04 16:43:38,238 32k INFO ====> Epoch: 2248 +2023-02-04 16:43:42,011 32k INFO ====> Epoch: 2249 +2023-02-04 16:43:45,792 32k INFO ====> Epoch: 2250 +2023-02-04 16:43:49,603 32k INFO ====> Epoch: 2251 +2023-02-04 16:43:53,356 32k INFO ====> Epoch: 2252 +2023-02-04 16:43:57,155 32k INFO ====> Epoch: 2253 +2023-02-04 16:44:00,890 32k INFO ====> Epoch: 2254 +2023-02-04 16:44:04,657 32k INFO ====> Epoch: 2255 +2023-02-04 16:44:08,398 32k INFO ====> Epoch: 2256 +2023-02-04 16:44:12,166 32k INFO ====> Epoch: 2257 +2023-02-04 16:44:15,937 32k INFO ====> Epoch: 2258 +2023-02-04 16:44:19,705 32k INFO ====> Epoch: 2259 +2023-02-04 16:44:23,415 32k INFO ====> Epoch: 2260 +2023-02-04 16:44:27,165 32k INFO ====> Epoch: 2261 +2023-02-04 16:44:30,930 32k INFO ====> Epoch: 2262 +2023-02-04 16:44:34,676 32k INFO ====> Epoch: 2263 +2023-02-04 16:44:38,414 32k INFO ====> Epoch: 2264 +2023-02-04 16:44:42,174 32k INFO ====> Epoch: 2265 +2023-02-04 16:44:45,938 32k INFO ====> Epoch: 2266 +2023-02-04 16:44:49,762 32k INFO ====> Epoch: 2267 +2023-02-04 16:44:53,521 32k INFO ====> Epoch: 2268 +2023-02-04 16:44:57,282 32k INFO ====> Epoch: 2269 +2023-02-04 16:45:01,038 32k INFO ====> Epoch: 2270 +2023-02-04 16:45:04,839 32k INFO ====> Epoch: 2271 +2023-02-04 16:45:08,572 32k INFO ====> Epoch: 2272 +2023-02-04 16:45:12,282 32k INFO ====> Epoch: 2273 +2023-02-04 16:45:16,049 32k INFO ====> Epoch: 2274 +2023-02-04 16:45:19,821 32k INFO ====> Epoch: 2275 +2023-02-04 16:45:23,539 32k INFO ====> Epoch: 2276 +2023-02-04 16:45:27,225 32k INFO ====> Epoch: 2277 +2023-02-04 16:45:31,005 32k INFO ====> Epoch: 2278 +2023-02-04 16:45:34,823 32k INFO ====> Epoch: 2279 +2023-02-04 16:45:38,651 32k INFO ====> Epoch: 2280 +2023-02-04 16:45:42,402 32k INFO ====> Epoch: 2281 +2023-02-04 16:45:46,141 32k INFO ====> Epoch: 2282 +2023-02-04 16:45:49,939 32k INFO ====> Epoch: 2283 +2023-02-04 16:45:53,745 32k INFO ====> Epoch: 2284 +2023-02-04 16:45:57,465 32k INFO ====> Epoch: 2285 +2023-02-04 16:46:01,444 32k INFO ====> Epoch: 2286 +2023-02-04 16:46:05,454 32k INFO ====> Epoch: 2287 +2023-02-04 16:46:09,299 32k INFO ====> Epoch: 2288 +2023-02-04 16:46:13,082 32k INFO ====> Epoch: 2289 +2023-02-04 16:46:16,847 32k INFO ====> Epoch: 2290 +2023-02-04 16:46:20,627 32k INFO ====> Epoch: 2291 +2023-02-04 16:46:24,347 32k INFO ====> Epoch: 2292 +2023-02-04 16:46:28,064 32k INFO ====> Epoch: 2293 +2023-02-04 16:46:31,811 32k INFO ====> Epoch: 2294 +2023-02-04 16:46:35,621 32k INFO ====> Epoch: 2295 +2023-02-04 16:46:39,360 32k INFO ====> Epoch: 2296 +2023-02-04 16:46:43,061 32k INFO ====> Epoch: 2297 +2023-02-04 16:46:46,809 32k INFO ====> Epoch: 2298 +2023-02-04 16:46:50,643 32k INFO ====> Epoch: 2299 +2023-02-04 16:46:54,389 32k INFO ====> Epoch: 2300 +2023-02-04 16:46:58,095 32k INFO ====> Epoch: 2301 +2023-02-04 16:47:01,844 32k INFO ====> Epoch: 2302 +2023-02-04 16:47:05,608 32k INFO ====> Epoch: 2303 +2023-02-04 16:47:09,373 32k INFO ====> Epoch: 2304 +2023-02-04 16:47:13,203 32k INFO ====> Epoch: 2305 +2023-02-04 16:47:16,958 32k INFO ====> Epoch: 2306 +2023-02-04 16:47:20,775 32k INFO ====> Epoch: 2307 +2023-02-04 16:47:24,475 32k INFO ====> Epoch: 2308 +2023-02-04 16:47:28,192 32k INFO ====> Epoch: 2309 +2023-02-04 16:47:31,983 32k INFO ====> Epoch: 2310 +2023-02-04 16:47:35,754 32k INFO ====> Epoch: 2311 +2023-02-04 16:47:39,499 32k INFO ====> Epoch: 2312 +2023-02-04 16:47:43,208 32k INFO ====> Epoch: 2313 +2023-02-04 16:47:46,977 32k INFO ====> Epoch: 2314 +2023-02-04 16:47:50,725 32k INFO ====> Epoch: 2315 +2023-02-04 16:47:54,460 32k INFO ====> Epoch: 2316 +2023-02-04 16:47:58,187 32k INFO ====> Epoch: 2317 +2023-02-04 16:48:01,903 32k INFO ====> Epoch: 2318 +2023-02-04 16:48:05,647 32k INFO ====> Epoch: 2319 +2023-02-04 16:48:09,361 32k INFO ====> Epoch: 2320 +2023-02-04 16:48:13,066 32k INFO ====> Epoch: 2321 +2023-02-04 16:48:16,893 32k INFO ====> Epoch: 2322 +2023-02-04 16:48:20,748 32k INFO ====> Epoch: 2323 +2023-02-04 16:48:24,478 32k INFO ====> Epoch: 2324 +2023-02-04 16:48:28,216 32k INFO ====> Epoch: 2325 +2023-02-04 16:48:31,954 32k INFO ====> Epoch: 2326 +2023-02-04 16:48:35,705 32k INFO ====> Epoch: 2327 +2023-02-04 16:48:39,507 32k INFO ====> Epoch: 2328 +2023-02-04 16:48:43,202 32k INFO ====> Epoch: 2329 +2023-02-04 16:48:46,967 32k INFO ====> Epoch: 2330 +2023-02-04 16:48:50,768 32k INFO ====> Epoch: 2331 +2023-02-04 16:48:54,490 32k INFO ====> Epoch: 2332 +2023-02-04 16:48:58,179 32k INFO ====> Epoch: 2333 +2023-02-04 16:49:01,947 32k INFO ====> Epoch: 2334 +2023-02-04 16:49:05,725 32k INFO ====> Epoch: 2335 +2023-02-04 16:49:09,441 32k INFO ====> Epoch: 2336 +2023-02-04 16:49:13,149 32k INFO ====> Epoch: 2337 +2023-02-04 16:49:16,873 32k INFO ====> Epoch: 2338 +2023-02-04 16:49:20,645 32k INFO ====> Epoch: 2339 +2023-02-04 16:49:24,494 32k INFO ====> Epoch: 2340 +2023-02-04 16:49:28,215 32k INFO ====> Epoch: 2341 +2023-02-04 16:49:32,004 32k INFO ====> Epoch: 2342 +2023-02-04 16:49:35,808 32k INFO ====> Epoch: 2343 +2023-02-04 16:49:39,550 32k INFO ====> Epoch: 2344 +2023-02-04 16:49:43,320 32k INFO ====> Epoch: 2345 +2023-02-04 16:49:47,051 32k INFO ====> Epoch: 2346 +2023-02-04 16:49:50,833 32k INFO ====> Epoch: 2347 +2023-02-04 16:49:54,611 32k INFO ====> Epoch: 2348 +2023-02-04 16:49:58,368 32k INFO ====> Epoch: 2349 +2023-02-04 16:50:02,141 32k INFO ====> Epoch: 2350 +2023-02-04 16:50:05,926 32k INFO ====> Epoch: 2351 +2023-02-04 16:50:09,760 32k INFO ====> Epoch: 2352 +2023-02-04 16:50:13,490 32k INFO ====> Epoch: 2353 +2023-02-04 16:50:17,198 32k INFO ====> Epoch: 2354 +2023-02-04 16:50:20,935 32k INFO ====> Epoch: 2355 +2023-02-04 16:50:24,764 32k INFO ====> Epoch: 2356 +2023-02-04 16:50:28,550 32k INFO ====> Epoch: 2357 +2023-02-04 16:50:32,367 32k INFO ====> Epoch: 2358 +2023-02-04 16:50:36,152 32k INFO ====> Epoch: 2359 +2023-02-04 16:50:39,951 32k INFO ====> Epoch: 2360 +2023-02-04 16:50:43,747 32k INFO ====> Epoch: 2361 +2023-02-04 16:50:47,463 32k INFO ====> Epoch: 2362 +2023-02-04 16:50:51,182 32k INFO ====> Epoch: 2363 +2023-02-04 16:50:54,982 32k INFO ====> Epoch: 2364 +2023-02-04 16:50:58,798 32k INFO ====> Epoch: 2365 +2023-02-04 16:51:02,530 32k INFO ====> Epoch: 2366 +2023-02-04 16:51:06,271 32k INFO ====> Epoch: 2367 +2023-02-04 16:51:10,019 32k INFO ====> Epoch: 2368 +2023-02-04 16:51:13,775 32k INFO ====> Epoch: 2369 +2023-02-04 16:51:17,484 32k INFO ====> Epoch: 2370 +2023-02-04 16:51:21,221 32k INFO ====> Epoch: 2371 +2023-02-04 16:51:24,970 32k INFO ====> Epoch: 2372 +2023-02-04 16:51:28,722 32k INFO ====> Epoch: 2373 +2023-02-04 16:51:32,427 32k INFO ====> Epoch: 2374 +2023-02-04 16:51:36,228 32k INFO ====> Epoch: 2375 +2023-02-04 16:51:40,024 32k INFO ====> Epoch: 2376 +2023-02-04 16:51:43,777 32k INFO ====> Epoch: 2377 +2023-02-04 16:51:47,597 32k INFO ====> Epoch: 2378 +2023-02-04 16:51:51,345 32k INFO ====> Epoch: 2379 +2023-02-04 16:51:55,146 32k INFO ====> Epoch: 2380 +2023-02-04 16:51:58,866 32k INFO ====> Epoch: 2381 +2023-02-04 16:52:02,608 32k INFO ====> Epoch: 2382 +2023-02-04 16:52:06,386 32k INFO ====> Epoch: 2383 +2023-02-04 16:52:10,088 32k INFO ====> Epoch: 2384 +2023-02-04 16:52:13,877 32k INFO ====> Epoch: 2385 +2023-02-04 16:52:17,657 32k INFO ====> Epoch: 2386 +2023-02-04 16:52:21,389 32k INFO ====> Epoch: 2387 +2023-02-04 16:52:25,124 32k INFO ====> Epoch: 2388 +2023-02-04 16:52:28,881 32k INFO ====> Epoch: 2389 +2023-02-04 16:52:32,619 32k INFO ====> Epoch: 2390 +2023-02-04 16:52:36,350 32k INFO ====> Epoch: 2391 +2023-02-04 16:52:40,127 32k INFO ====> Epoch: 2392 +2023-02-04 16:52:43,881 32k INFO ====> Epoch: 2393 +2023-02-04 16:52:47,700 32k INFO ====> Epoch: 2394 +2023-02-04 16:52:51,446 32k INFO ====> Epoch: 2395 +2023-02-04 16:52:55,183 32k INFO ====> Epoch: 2396 +2023-02-04 16:52:58,906 32k INFO ====> Epoch: 2397 +2023-02-04 16:53:02,663 32k INFO ====> Epoch: 2398 +2023-02-04 16:53:06,416 32k INFO ====> Epoch: 2399 +2023-02-04 16:53:10,118 32k INFO ====> Epoch: 2400 +2023-02-04 16:53:13,877 32k INFO ====> Epoch: 2401 +2023-02-04 16:53:17,595 32k INFO ====> Epoch: 2402 +2023-02-04 16:53:21,302 32k INFO ====> Epoch: 2403 +2023-02-04 16:53:25,021 32k INFO ====> Epoch: 2404 +2023-02-04 16:53:28,779 32k INFO ====> Epoch: 2405 +2023-02-04 16:53:32,567 32k INFO ====> Epoch: 2406 +2023-02-04 16:53:36,273 32k INFO ====> Epoch: 2407 +2023-02-04 16:53:40,010 32k INFO ====> Epoch: 2408 +2023-02-04 16:53:43,804 32k INFO ====> Epoch: 2409 +2023-02-04 16:53:47,575 32k INFO ====> Epoch: 2410 +2023-02-04 16:53:51,308 32k INFO ====> Epoch: 2411 +2023-02-04 16:53:55,028 32k INFO ====> Epoch: 2412 +2023-02-04 16:53:58,770 32k INFO ====> Epoch: 2413 +2023-02-04 16:54:02,537 32k INFO ====> Epoch: 2414 +2023-02-04 16:54:06,276 32k INFO ====> Epoch: 2415 +2023-02-04 16:54:10,010 32k INFO ====> Epoch: 2416 +2023-02-04 16:54:13,771 32k INFO ====> Epoch: 2417 +2023-02-04 16:54:17,488 32k INFO ====> Epoch: 2418 +2023-02-04 16:54:21,187 32k INFO ====> Epoch: 2419 +2023-02-04 16:54:24,922 32k INFO ====> Epoch: 2420 +2023-02-04 16:54:28,668 32k INFO ====> Epoch: 2421 +2023-02-04 16:54:32,415 32k INFO ====> Epoch: 2422 +2023-02-04 16:54:36,159 32k INFO ====> Epoch: 2423 +2023-02-04 16:54:39,894 32k INFO ====> Epoch: 2424 +2023-02-04 16:54:43,659 32k INFO ====> Epoch: 2425 +2023-02-04 16:54:47,385 32k INFO ====> Epoch: 2426 +2023-02-04 16:54:51,141 32k INFO ====> Epoch: 2427 +2023-02-04 16:54:54,907 32k INFO ====> Epoch: 2428 +2023-02-04 16:54:58,693 32k INFO ====> Epoch: 2429 +2023-02-04 16:55:02,494 32k INFO ====> Epoch: 2430 +2023-02-04 16:55:06,263 32k INFO ====> Epoch: 2431 +2023-02-04 16:55:10,066 32k INFO ====> Epoch: 2432 +2023-02-04 16:55:13,823 32k INFO ====> Epoch: 2433 +2023-02-04 16:55:17,565 32k INFO ====> Epoch: 2434 +2023-02-04 16:55:21,305 32k INFO ====> Epoch: 2435 +2023-02-04 16:55:25,064 32k INFO ====> Epoch: 2436 +2023-02-04 16:55:28,840 32k INFO ====> Epoch: 2437 +2023-02-04 16:55:32,574 32k INFO ====> Epoch: 2438 +2023-02-04 16:55:36,307 32k INFO ====> Epoch: 2439 +2023-02-04 16:55:40,060 32k INFO ====> Epoch: 2440 +2023-02-04 16:55:43,815 32k INFO ====> Epoch: 2441 +2023-02-04 16:55:47,600 32k INFO ====> Epoch: 2442 +2023-02-04 16:55:51,352 32k INFO ====> Epoch: 2443 +2023-02-04 16:55:55,086 32k INFO ====> Epoch: 2444 +2023-02-04 16:55:58,878 32k INFO ====> Epoch: 2445 +2023-02-04 16:56:02,598 32k INFO ====> Epoch: 2446 +2023-02-04 16:56:06,358 32k INFO ====> Epoch: 2447 +2023-02-04 16:56:10,060 32k INFO ====> Epoch: 2448 +2023-02-04 16:56:13,897 32k INFO ====> Epoch: 2449 +2023-02-04 16:56:17,685 32k INFO ====> Epoch: 2450 +2023-02-04 16:56:21,490 32k INFO ====> Epoch: 2451 +2023-02-04 16:56:25,327 32k INFO ====> Epoch: 2452 +2023-02-04 16:56:29,033 32k INFO ====> Epoch: 2453 +2023-02-04 16:56:32,784 32k INFO ====> Epoch: 2454 +2023-02-04 16:56:36,530 32k INFO ====> Epoch: 2455 +2023-02-04 16:56:40,281 32k INFO ====> Epoch: 2456 +2023-02-04 16:56:44,019 32k INFO ====> Epoch: 2457 +2023-02-04 16:56:47,770 32k INFO ====> Epoch: 2458 +2023-02-04 16:56:51,496 32k INFO ====> Epoch: 2459 +2023-02-04 16:56:55,225 32k INFO ====> Epoch: 2460 +2023-02-04 16:56:58,986 32k INFO ====> Epoch: 2461 +2023-02-04 16:57:02,760 32k INFO ====> Epoch: 2462 +2023-02-04 16:57:06,529 32k INFO ====> Epoch: 2463 +2023-02-04 16:57:10,289 32k INFO ====> Epoch: 2464 +2023-02-04 16:57:14,058 32k INFO ====> Epoch: 2465 +2023-02-04 16:57:17,804 32k INFO ====> Epoch: 2466 +2023-02-04 16:57:21,572 32k INFO ====> Epoch: 2467 +2023-02-04 16:57:25,281 32k INFO ====> Epoch: 2468 +2023-02-04 16:57:29,109 32k INFO ====> Epoch: 2469 +2023-02-04 16:57:32,847 32k INFO ====> Epoch: 2470 +2023-02-04 16:57:36,601 32k INFO ====> Epoch: 2471 +2023-02-04 16:57:40,322 32k INFO ====> Epoch: 2472 +2023-02-04 16:57:44,078 32k INFO ====> Epoch: 2473 +2023-02-04 16:57:47,825 32k INFO ====> Epoch: 2474 +2023-02-04 16:57:51,594 32k INFO ====> Epoch: 2475 +2023-02-04 16:57:55,289 32k INFO ====> Epoch: 2476 +2023-02-04 16:57:59,049 32k INFO ====> Epoch: 2477 +2023-02-04 16:58:02,835 32k INFO ====> Epoch: 2478 +2023-02-04 16:58:06,583 32k INFO ====> Epoch: 2479 +2023-02-04 16:58:10,312 32k INFO ====> Epoch: 2480 +2023-02-04 16:58:14,061 32k INFO ====> Epoch: 2481 +2023-02-04 16:58:17,812 32k INFO ====> Epoch: 2482 +2023-02-04 16:58:21,595 32k INFO ====> Epoch: 2483 +2023-02-04 16:58:25,336 32k INFO ====> Epoch: 2484 +2023-02-04 16:58:29,092 32k INFO ====> Epoch: 2485 +2023-02-04 16:58:32,853 32k INFO ====> Epoch: 2486 +2023-02-04 16:58:36,665 32k INFO ====> Epoch: 2487 +2023-02-04 16:58:40,439 32k INFO ====> Epoch: 2488 +2023-02-04 16:58:44,218 32k INFO ====> Epoch: 2489 +2023-02-04 16:58:48,016 32k INFO ====> Epoch: 2490 +2023-02-04 16:58:51,771 32k INFO ====> Epoch: 2491 +2023-02-04 16:58:55,490 32k INFO ====> Epoch: 2492 +2023-02-04 16:58:59,257 32k INFO ====> Epoch: 2493 +2023-02-04 16:59:03,063 32k INFO ====> Epoch: 2494 +2023-02-04 16:59:06,831 32k INFO ====> Epoch: 2495 +2023-02-04 16:59:10,562 32k INFO ====> Epoch: 2496 +2023-02-04 16:59:14,304 32k INFO ====> Epoch: 2497 +2023-02-04 16:59:18,090 32k INFO ====> Epoch: 2498 +2023-02-04 16:59:21,832 32k INFO ====> Epoch: 2499 +2023-02-04 16:59:25,588 32k INFO ====> Epoch: 2500 +2023-02-04 16:59:29,359 32k INFO ====> Epoch: 2501 +2023-02-04 16:59:33,129 32k INFO ====> Epoch: 2502 +2023-02-04 16:59:36,926 32k INFO ====> Epoch: 2503 +2023-02-04 16:59:40,674 32k INFO ====> Epoch: 2504 +2023-02-04 16:59:44,430 32k INFO ====> Epoch: 2505 +2023-02-04 16:59:48,178 32k INFO ====> Epoch: 2506 +2023-02-04 16:59:51,948 32k INFO ====> Epoch: 2507 +2023-02-04 16:59:55,701 32k INFO ====> Epoch: 2508 +2023-02-04 16:59:59,411 32k INFO ====> Epoch: 2509 +2023-02-04 17:00:03,150 32k INFO ====> Epoch: 2510 +2023-02-04 17:00:06,935 32k INFO ====> Epoch: 2511 +2023-02-04 17:00:10,676 32k INFO ====> Epoch: 2512 +2023-02-04 17:00:14,407 32k INFO ====> Epoch: 2513 +2023-02-04 17:00:18,113 32k INFO ====> Epoch: 2514 +2023-02-04 17:00:21,851 32k INFO ====> Epoch: 2515 +2023-02-04 17:00:25,594 32k INFO ====> Epoch: 2516 +2023-02-04 17:00:29,370 32k INFO ====> Epoch: 2517 +2023-02-04 17:00:33,118 32k INFO ====> Epoch: 2518 +2023-02-04 17:00:36,921 32k INFO ====> Epoch: 2519 +2023-02-04 17:00:40,704 32k INFO ====> Epoch: 2520 +2023-02-04 17:00:44,507 32k INFO ====> Epoch: 2521 +2023-02-04 17:00:48,273 32k INFO ====> Epoch: 2522 +2023-02-04 17:00:52,036 32k INFO ====> Epoch: 2523 +2023-02-04 17:00:55,789 32k INFO ====> Epoch: 2524 +2023-02-04 17:00:59,484 32k INFO ====> Epoch: 2525 +2023-02-04 17:01:03,207 32k INFO ====> Epoch: 2526 +2023-02-04 17:01:06,970 32k INFO ====> Epoch: 2527 +2023-02-04 17:01:10,731 32k INFO ====> Epoch: 2528 +2023-02-04 17:01:14,437 32k INFO ====> Epoch: 2529 +2023-02-04 17:01:18,139 32k INFO ====> Epoch: 2530 +2023-02-04 17:01:21,948 32k INFO ====> Epoch: 2531 +2023-02-04 17:01:25,764 32k INFO ====> Epoch: 2532 +2023-02-04 17:01:29,511 32k INFO ====> Epoch: 2533 +2023-02-04 17:01:33,254 32k INFO ====> Epoch: 2534 +2023-02-04 17:01:37,001 32k INFO ====> Epoch: 2535 +2023-02-04 17:01:40,795 32k INFO ====> Epoch: 2536 +2023-02-04 17:01:44,551 32k INFO ====> Epoch: 2537 +2023-02-04 17:01:48,267 32k INFO ====> Epoch: 2538 +2023-02-04 17:01:52,053 32k INFO ====> Epoch: 2539 +2023-02-04 17:01:55,816 32k INFO ====> Epoch: 2540 +2023-02-04 17:01:59,599 32k INFO ====> Epoch: 2541 +2023-02-04 17:02:03,324 32k INFO ====> Epoch: 2542 +2023-02-04 17:02:07,064 32k INFO ====> Epoch: 2543 +2023-02-04 17:02:10,828 32k INFO ====> Epoch: 2544 +2023-02-04 17:02:14,590 32k INFO ====> Epoch: 2545 +2023-02-04 17:02:18,373 32k INFO ====> Epoch: 2546 +2023-02-04 17:02:22,096 32k INFO ====> Epoch: 2547 +2023-02-04 17:02:25,848 32k INFO ====> Epoch: 2548 +2023-02-04 17:02:29,570 32k INFO ====> Epoch: 2549 +2023-02-04 17:02:33,301 32k INFO ====> Epoch: 2550 +2023-02-04 17:02:37,035 32k INFO ====> Epoch: 2551 +2023-02-04 17:02:40,800 32k INFO ====> Epoch: 2552 +2023-02-04 17:02:44,507 32k INFO ====> Epoch: 2553 +2023-02-04 17:02:48,249 32k INFO ====> Epoch: 2554 +2023-02-04 17:02:51,987 32k INFO ====> Epoch: 2555 +2023-02-04 17:02:55,747 32k INFO ====> Epoch: 2556 +2023-02-04 17:02:59,522 32k INFO ====> Epoch: 2557 +2023-02-04 17:03:03,279 32k INFO ====> Epoch: 2558 +2023-02-04 17:03:07,034 32k INFO ====> Epoch: 2559 +2023-02-04 17:03:10,773 32k INFO ====> Epoch: 2560 +2023-02-04 17:03:14,591 32k INFO ====> Epoch: 2561 +2023-02-04 17:03:18,296 32k INFO ====> Epoch: 2562 +2023-02-04 17:03:22,025 32k INFO ====> Epoch: 2563 +2023-02-04 17:03:25,802 32k INFO ====> Epoch: 2564 +2023-02-04 17:03:29,515 32k INFO ====> Epoch: 2565 +2023-02-04 17:03:33,222 32k INFO ====> Epoch: 2566 +2023-02-04 17:03:37,056 32k INFO ====> Epoch: 2567 +2023-02-04 17:03:40,875 32k INFO ====> Epoch: 2568 +2023-02-04 17:03:44,632 32k INFO ====> Epoch: 2569 +2023-02-04 17:03:48,320 32k INFO ====> Epoch: 2570 +2023-02-04 17:03:52,079 32k INFO ====> Epoch: 2571 +2023-02-04 17:03:55,838 32k INFO ====> Epoch: 2572 +2023-02-04 17:03:59,563 32k INFO ====> Epoch: 2573 +2023-02-04 17:04:03,310 32k INFO ====> Epoch: 2574 +2023-02-04 17:04:07,079 32k INFO ====> Epoch: 2575 +2023-02-04 17:04:10,862 32k INFO ====> Epoch: 2576 +2023-02-04 17:04:14,642 32k INFO ====> Epoch: 2577 +2023-02-04 17:04:18,421 32k INFO ====> Epoch: 2578 +2023-02-04 17:04:22,207 32k INFO ====> Epoch: 2579 +2023-02-04 17:04:25,980 32k INFO ====> Epoch: 2580 +2023-02-04 17:04:29,723 32k INFO ====> Epoch: 2581 +2023-02-04 17:04:33,478 32k INFO ====> Epoch: 2582 +2023-02-04 17:04:37,165 32k INFO ====> Epoch: 2583 +2023-02-04 17:04:40,897 32k INFO ====> Epoch: 2584 +2023-02-04 17:04:44,694 32k INFO ====> Epoch: 2585 +2023-02-04 17:04:48,506 32k INFO ====> Epoch: 2586 +2023-02-04 17:04:52,230 32k INFO ====> Epoch: 2587 +2023-02-04 17:04:56,017 32k INFO ====> Epoch: 2588 +2023-02-04 17:04:59,805 32k INFO ====> Epoch: 2589 +2023-02-04 17:05:03,603 32k INFO ====> Epoch: 2590 +2023-02-04 17:05:07,346 32k INFO ====> Epoch: 2591 +2023-02-04 17:05:11,074 32k INFO ====> Epoch: 2592 +2023-02-04 17:05:14,850 32k INFO ====> Epoch: 2593 +2023-02-04 17:05:18,667 32k INFO ====> Epoch: 2594 +2023-02-04 17:05:22,451 32k INFO ====> Epoch: 2595 +2023-02-04 17:05:26,247 32k INFO ====> Epoch: 2596 +2023-02-04 17:05:30,043 32k INFO ====> Epoch: 2597 +2023-02-04 17:05:33,831 32k INFO ====> Epoch: 2598 +2023-02-04 17:05:37,591 32k INFO ====> Epoch: 2599 +2023-02-04 17:05:41,348 32k INFO ====> Epoch: 2600 +2023-02-04 17:05:45,096 32k INFO ====> Epoch: 2601 +2023-02-04 17:05:48,892 32k INFO ====> Epoch: 2602 +2023-02-04 17:05:52,689 32k INFO ====> Epoch: 2603 +2023-02-04 17:05:56,488 32k INFO ====> Epoch: 2604 +2023-02-04 17:06:00,200 32k INFO ====> Epoch: 2605 +2023-02-04 17:06:03,919 32k INFO ====> Epoch: 2606 +2023-02-04 17:06:07,678 32k INFO ====> Epoch: 2607 +2023-02-04 17:06:11,436 32k INFO ====> Epoch: 2608 +2023-02-04 17:06:15,173 32k INFO ====> Epoch: 2609 +2023-02-04 17:06:18,916 32k INFO ====> Epoch: 2610 +2023-02-04 17:06:22,674 32k INFO ====> Epoch: 2611 +2023-02-04 17:06:26,435 32k INFO ====> Epoch: 2612 +2023-02-04 17:06:30,186 32k INFO ====> Epoch: 2613 +2023-02-04 17:06:34,005 32k INFO ====> Epoch: 2614 +2023-02-04 17:06:37,776 32k INFO ====> Epoch: 2615 +2023-02-04 17:06:41,510 32k INFO ====> Epoch: 2616 +2023-02-04 17:06:45,194 32k INFO ====> Epoch: 2617 +2023-02-04 17:06:48,988 32k INFO ====> Epoch: 2618 +2023-02-04 17:06:52,783 32k INFO ====> Epoch: 2619 +2023-02-04 17:06:56,569 32k INFO ====> Epoch: 2620 +2023-02-04 17:07:00,378 32k INFO ====> Epoch: 2621 +2023-02-04 17:07:04,064 32k INFO ====> Epoch: 2622 +2023-02-04 17:07:07,815 32k INFO ====> Epoch: 2623 +2023-02-04 17:07:11,567 32k INFO ====> Epoch: 2624 +2023-02-04 17:07:15,268 32k INFO ====> Epoch: 2625 +2023-02-04 17:07:19,027 32k INFO ====> Epoch: 2626 +2023-02-04 17:07:22,775 32k INFO ====> Epoch: 2627 +2023-02-04 17:07:26,532 32k INFO ====> Epoch: 2628 +2023-02-04 17:07:30,254 32k INFO ====> Epoch: 2629 +2023-02-04 17:07:34,094 32k INFO ====> Epoch: 2630 +2023-02-04 17:07:37,831 32k INFO ====> Epoch: 2631 +2023-02-04 17:07:41,587 32k INFO ====> Epoch: 2632 +2023-02-04 17:07:45,389 32k INFO ====> Epoch: 2633 +2023-02-04 17:07:49,146 32k INFO ====> Epoch: 2634 +2023-02-04 17:07:52,977 32k INFO ====> Epoch: 2635 +2023-02-04 17:07:56,729 32k INFO ====> Epoch: 2636 +2023-02-04 17:08:00,445 32k INFO ====> Epoch: 2637 +2023-02-04 17:08:04,247 32k INFO ====> Epoch: 2638 +2023-02-04 17:08:07,987 32k INFO ====> Epoch: 2639 +2023-02-04 17:08:11,712 32k INFO ====> Epoch: 2640 +2023-02-04 17:08:15,497 32k INFO ====> Epoch: 2641 +2023-02-04 17:08:19,243 32k INFO ====> Epoch: 2642 +2023-02-04 17:08:22,981 32k INFO ====> Epoch: 2643 +2023-02-04 17:08:26,722 32k INFO ====> Epoch: 2644 +2023-02-04 17:08:30,458 32k INFO ====> Epoch: 2645 +2023-02-04 17:08:34,208 32k INFO ====> Epoch: 2646 +2023-02-04 17:08:38,000 32k INFO ====> Epoch: 2647 +2023-02-04 17:08:41,806 32k INFO ====> Epoch: 2648 +2023-02-04 17:08:45,570 32k INFO ====> Epoch: 2649 +2023-02-04 17:08:49,362 32k INFO ====> Epoch: 2650 +2023-02-04 17:08:53,081 32k INFO ====> Epoch: 2651 +2023-02-04 17:08:56,834 32k INFO ====> Epoch: 2652 +2023-02-04 17:09:00,633 32k INFO ====> Epoch: 2653 +2023-02-04 17:09:04,377 32k INFO ====> Epoch: 2654 +2023-02-04 17:09:08,132 32k INFO ====> Epoch: 2655 +2023-02-04 17:09:11,947 32k INFO ====> Epoch: 2656 +2023-02-04 17:09:15,731 32k INFO ====> Epoch: 2657 +2023-02-04 17:09:19,471 32k INFO ====> Epoch: 2658 +2023-02-04 17:09:23,191 32k INFO ====> Epoch: 2659 +2023-02-04 17:09:26,968 32k INFO ====> Epoch: 2660 +2023-02-04 17:09:30,743 32k INFO ====> Epoch: 2661 +2023-02-04 17:09:34,557 32k INFO ====> Epoch: 2662 +2023-02-04 17:09:38,380 32k INFO ====> Epoch: 2663 +2023-02-04 17:09:42,161 32k INFO ====> Epoch: 2664 +2023-02-04 17:09:45,905 32k INFO ====> Epoch: 2665 +2023-02-04 17:09:49,746 32k INFO ====> Epoch: 2666 +2023-02-04 17:09:53,539 32k INFO ====> Epoch: 2667 +2023-02-04 17:09:57,282 32k INFO ====> Epoch: 2668 +2023-02-04 17:10:01,093 32k INFO ====> Epoch: 2669 +2023-02-04 17:10:04,866 32k INFO ====> Epoch: 2670 +2023-02-04 17:10:08,630 32k INFO ====> Epoch: 2671 +2023-02-04 17:10:12,357 32k INFO ====> Epoch: 2672 +2023-02-04 17:10:16,154 32k INFO ====> Epoch: 2673 +2023-02-04 17:10:19,972 32k INFO ====> Epoch: 2674 +2023-02-04 17:10:23,725 32k INFO ====> Epoch: 2675 +2023-02-04 17:10:27,499 32k INFO ====> Epoch: 2676 +2023-02-04 17:10:31,218 32k INFO ====> Epoch: 2677 +2023-02-04 17:10:35,009 32k INFO ====> Epoch: 2678 +2023-02-04 17:10:38,822 32k INFO ====> Epoch: 2679 +2023-02-04 17:10:42,609 32k INFO ====> Epoch: 2680 +2023-02-04 17:10:46,329 32k INFO ====> Epoch: 2681 +2023-02-04 17:10:50,054 32k INFO ====> Epoch: 2682 +2023-02-04 17:10:53,818 32k INFO ====> Epoch: 2683 +2023-02-04 17:10:57,595 32k INFO ====> Epoch: 2684 +2023-02-04 17:11:01,425 32k INFO ====> Epoch: 2685 +2023-02-04 17:11:05,200 32k INFO ====> Epoch: 2686 +2023-02-04 17:11:08,987 32k INFO ====> Epoch: 2687 +2023-02-04 17:11:12,800 32k INFO ====> Epoch: 2688 +2023-02-04 17:11:16,564 32k INFO ====> Epoch: 2689 +2023-02-04 17:11:20,339 32k INFO ====> Epoch: 2690 +2023-02-04 17:11:24,125 32k INFO ====> Epoch: 2691 +2023-02-04 17:11:27,858 32k INFO ====> Epoch: 2692 +2023-02-04 17:11:31,595 32k INFO ====> Epoch: 2693 +2023-02-04 17:11:35,326 32k INFO ====> Epoch: 2694 +2023-02-04 17:11:39,082 32k INFO ====> Epoch: 2695 +2023-02-04 17:11:42,836 32k INFO ====> Epoch: 2696 +2023-02-04 17:11:46,595 32k INFO ====> Epoch: 2697 +2023-02-04 17:11:50,335 32k INFO ====> Epoch: 2698 +2023-02-04 17:11:54,064 32k INFO ====> Epoch: 2699 +2023-02-04 17:11:57,821 32k INFO ====> Epoch: 2700 +2023-02-04 17:12:01,551 32k INFO ====> Epoch: 2701 +2023-02-04 17:12:05,313 32k INFO ====> Epoch: 2702 +2023-02-04 17:12:09,059 32k INFO ====> Epoch: 2703 +2023-02-04 17:12:12,864 32k INFO ====> Epoch: 2704 +2023-02-04 17:12:16,583 32k INFO ====> Epoch: 2705 +2023-02-04 17:12:20,323 32k INFO ====> Epoch: 2706 +2023-02-04 17:12:24,137 32k INFO ====> Epoch: 2707 +2023-02-04 17:12:27,967 32k INFO ====> Epoch: 2708 +2023-02-04 17:12:31,782 32k INFO ====> Epoch: 2709 +2023-02-04 17:12:35,539 32k INFO ====> Epoch: 2710 +2023-02-04 17:12:39,247 32k INFO ====> Epoch: 2711 +2023-02-04 17:12:42,976 32k INFO ====> Epoch: 2712 +2023-02-04 17:12:46,743 32k INFO ====> Epoch: 2713 +2023-02-04 17:12:50,444 32k INFO ====> Epoch: 2714 +2023-02-04 17:12:54,190 32k INFO ====> Epoch: 2715 +2023-02-04 17:12:57,917 32k INFO ====> Epoch: 2716 +2023-02-04 17:13:01,701 32k INFO ====> Epoch: 2717 +2023-02-04 17:13:05,451 32k INFO ====> Epoch: 2718 +2023-02-04 17:13:09,175 32k INFO ====> Epoch: 2719 +2023-02-04 17:13:12,908 32k INFO ====> Epoch: 2720 +2023-02-04 17:13:16,706 32k INFO ====> Epoch: 2721 +2023-02-04 17:13:20,486 32k INFO ====> Epoch: 2722 +2023-02-04 17:13:24,275 32k INFO ====> Epoch: 2723 +2023-02-04 17:13:27,989 32k INFO ====> Epoch: 2724 +2023-02-04 17:13:31,810 32k INFO ====> Epoch: 2725 +2023-02-04 17:13:35,589 32k INFO ====> Epoch: 2726 +2023-02-04 17:13:39,333 32k INFO ====> Epoch: 2727 +2023-02-04 17:13:43,105 32k INFO ====> Epoch: 2728 +2023-02-04 17:13:46,897 32k INFO ====> Epoch: 2729 +2023-02-04 17:13:50,646 32k INFO ====> Epoch: 2730 +2023-02-04 17:13:54,390 32k INFO ====> Epoch: 2731 +2023-02-04 17:13:58,147 32k INFO ====> Epoch: 2732 +2023-02-04 17:14:01,893 32k INFO ====> Epoch: 2733 +2023-02-04 17:14:05,635 32k INFO ====> Epoch: 2734 +2023-02-04 17:14:09,382 32k INFO ====> Epoch: 2735 +2023-02-04 17:14:13,103 32k INFO ====> Epoch: 2736 +2023-02-04 17:14:16,851 32k INFO ====> Epoch: 2737 +2023-02-04 17:14:20,638 32k INFO ====> Epoch: 2738 +2023-02-04 17:14:24,397 32k INFO ====> Epoch: 2739 +2023-02-04 17:14:28,161 32k INFO ====> Epoch: 2740 +2023-02-04 17:14:31,920 32k INFO ====> Epoch: 2741 +2023-02-04 17:14:35,647 32k INFO ====> Epoch: 2742 +2023-02-04 17:14:39,443 32k INFO ====> Epoch: 2743 +2023-02-04 17:14:43,167 32k INFO ====> Epoch: 2744 +2023-02-04 17:14:46,929 32k INFO ====> Epoch: 2745 +2023-02-04 17:14:50,704 32k INFO ====> Epoch: 2746 +2023-02-04 17:14:54,475 32k INFO ====> Epoch: 2747 +2023-02-04 17:14:58,241 32k INFO ====> Epoch: 2748 +2023-02-04 17:15:02,015 32k INFO ====> Epoch: 2749 +2023-02-04 17:15:05,803 32k INFO ====> Epoch: 2750 +2023-02-04 17:15:09,571 32k INFO ====> Epoch: 2751 +2023-02-04 17:15:13,314 32k INFO ====> Epoch: 2752 +2023-02-04 17:15:17,055 32k INFO ====> Epoch: 2753 +2023-02-04 17:15:20,810 32k INFO ====> Epoch: 2754 +2023-02-04 17:15:24,513 32k INFO ====> Epoch: 2755 +2023-02-04 17:15:28,207 32k INFO ====> Epoch: 2756 +2023-02-04 17:15:31,976 32k INFO ====> Epoch: 2757 +2023-02-04 17:15:35,770 32k INFO ====> Epoch: 2758 +2023-02-04 17:15:39,596 32k INFO ====> Epoch: 2759 +2023-02-04 17:15:43,375 32k INFO ====> Epoch: 2760 +2023-02-04 17:15:47,237 32k INFO ====> Epoch: 2761 +2023-02-04 17:15:51,126 32k INFO ====> Epoch: 2762 +2023-02-04 17:15:54,899 32k INFO ====> Epoch: 2763 +2023-02-04 17:15:58,674 32k INFO ====> Epoch: 2764 +2023-02-04 17:16:02,392 32k INFO ====> Epoch: 2765 +2023-02-04 17:16:06,153 32k INFO ====> Epoch: 2766 +2023-02-04 17:16:09,896 32k INFO ====> Epoch: 2767 +2023-02-04 17:16:13,708 32k INFO ====> Epoch: 2768 +2023-02-04 17:16:17,476 32k INFO ====> Epoch: 2769 +2023-02-04 17:16:21,246 32k INFO ====> Epoch: 2770 +2023-02-04 17:16:24,986 32k INFO ====> Epoch: 2771 +2023-02-04 17:16:28,820 32k INFO ====> Epoch: 2772 +2023-02-04 17:16:32,563 32k INFO ====> Epoch: 2773 +2023-02-04 17:16:36,308 32k INFO ====> Epoch: 2774 +2023-02-04 17:16:40,123 32k INFO ====> Epoch: 2775 +2023-02-04 17:16:43,944 32k INFO ====> Epoch: 2776 +2023-02-04 17:16:47,726 32k INFO ====> Epoch: 2777 +2023-02-04 17:16:51,545 32k INFO ====> Epoch: 2778 +2023-02-04 17:16:55,380 32k INFO ====> Epoch: 2779 +2023-02-04 17:16:59,321 32k INFO ====> Epoch: 2780 +2023-02-04 17:17:03,102 32k INFO ====> Epoch: 2781 +2023-02-04 17:17:06,836 32k INFO ====> Epoch: 2782 +2023-02-04 17:17:10,570 32k INFO ====> Epoch: 2783 +2023-02-04 17:17:14,302 32k INFO ====> Epoch: 2784 +2023-02-04 17:17:18,036 32k INFO ====> Epoch: 2785 +2023-02-04 17:17:21,780 32k INFO ====> Epoch: 2786 +2023-02-04 17:17:25,519 32k INFO ====> Epoch: 2787 +2023-02-04 17:17:29,257 32k INFO ====> Epoch: 2788 +2023-02-04 17:17:32,997 32k INFO ====> Epoch: 2789 +2023-02-04 17:17:36,801 32k INFO ====> Epoch: 2790 +2023-02-04 17:17:40,522 32k INFO ====> Epoch: 2791 +2023-02-04 17:17:44,243 32k INFO ====> Epoch: 2792 +2023-02-04 17:17:48,049 32k INFO ====> Epoch: 2793 +2023-02-04 17:17:51,811 32k INFO ====> Epoch: 2794 +2023-02-04 17:17:55,548 32k INFO ====> Epoch: 2795 +2023-02-04 17:17:59,292 32k INFO ====> Epoch: 2796 +2023-02-04 17:18:03,071 32k INFO ====> Epoch: 2797 +2023-02-04 17:18:06,840 32k INFO ====> Epoch: 2798 +2023-02-04 17:18:10,596 32k INFO ====> Epoch: 2799 +2023-02-04 17:18:14,323 32k INFO ====> Epoch: 2800 +2023-02-04 17:18:18,058 32k INFO ====> Epoch: 2801 +2023-02-04 17:18:21,797 32k INFO ====> Epoch: 2802 +2023-02-04 17:18:25,596 32k INFO ====> Epoch: 2803 +2023-02-04 17:18:29,296 32k INFO ====> Epoch: 2804 +2023-02-04 17:18:33,010 32k INFO ====> Epoch: 2805 +2023-02-04 17:18:36,768 32k INFO ====> Epoch: 2806 +2023-02-04 17:18:40,526 32k INFO ====> Epoch: 2807 +2023-02-04 17:18:44,249 32k INFO ====> Epoch: 2808 +2023-02-04 17:18:48,027 32k INFO ====> Epoch: 2809 +2023-02-04 17:18:51,808 32k INFO ====> Epoch: 2810 +2023-02-04 17:18:55,613 32k INFO ====> Epoch: 2811 +2023-02-04 17:18:59,375 32k INFO ====> Epoch: 2812 +2023-02-04 17:19:03,174 32k INFO ====> Epoch: 2813 +2023-02-04 17:19:06,966 32k INFO ====> Epoch: 2814 +2023-02-04 17:19:10,694 32k INFO ====> Epoch: 2815 +2023-02-04 17:19:14,393 32k INFO ====> Epoch: 2816 +2023-02-04 17:19:18,161 32k INFO ====> Epoch: 2817 +2023-02-04 17:19:21,924 32k INFO ====> Epoch: 2818 +2023-02-04 17:19:25,723 32k INFO ====> Epoch: 2819 +2023-02-04 17:19:29,430 32k INFO ====> Epoch: 2820 +2023-02-04 17:19:33,158 32k INFO ====> Epoch: 2821 +2023-02-04 17:19:36,896 32k INFO ====> Epoch: 2822 +2023-02-04 17:19:40,622 32k INFO ====> Epoch: 2823 +2023-02-04 17:19:44,357 32k INFO ====> Epoch: 2824 +2023-02-04 17:19:48,162 32k INFO ====> Epoch: 2825 +2023-02-04 17:19:51,921 32k INFO ====> Epoch: 2826 +2023-02-04 17:19:55,649 32k INFO ====> Epoch: 2827 +2023-02-04 17:19:59,367 32k INFO ====> Epoch: 2828 +2023-02-04 17:20:03,166 32k INFO ====> Epoch: 2829 +2023-02-04 17:20:06,946 32k INFO ====> Epoch: 2830 +2023-02-04 17:20:10,812 32k INFO ====> Epoch: 2831 +2023-02-04 17:20:14,581 32k INFO ====> Epoch: 2832 +2023-02-04 17:20:18,336 32k INFO ====> Epoch: 2833 +2023-02-04 17:20:22,026 32k INFO ====> Epoch: 2834 +2023-02-04 17:20:25,827 32k INFO ====> Epoch: 2835 +2023-02-04 17:20:29,589 32k INFO ====> Epoch: 2836 +2023-02-04 17:20:33,299 32k INFO ====> Epoch: 2837 +2023-02-04 17:20:37,058 32k INFO ====> Epoch: 2838 +2023-02-04 17:20:40,845 32k INFO ====> Epoch: 2839 +2023-02-04 17:20:44,624 32k INFO ====> Epoch: 2840 +2023-02-04 17:20:48,327 32k INFO ====> Epoch: 2841 +2023-02-04 17:20:52,058 32k INFO ====> Epoch: 2842 +2023-02-04 17:20:55,819 32k INFO ====> Epoch: 2843 +2023-02-04 17:20:59,522 32k INFO ====> Epoch: 2844 +2023-02-04 17:21:03,234 32k INFO ====> Epoch: 2845 +2023-02-04 17:21:07,010 32k INFO ====> Epoch: 2846 +2023-02-04 17:21:10,805 32k INFO ====> Epoch: 2847 +2023-02-04 17:21:14,623 32k INFO ====> Epoch: 2848 +2023-02-04 17:21:18,405 32k INFO ====> Epoch: 2849 +2023-02-04 17:21:22,170 32k INFO ====> Epoch: 2850 +2023-02-04 17:21:25,969 32k INFO ====> Epoch: 2851 +2023-02-04 17:21:29,733 32k INFO ====> Epoch: 2852 +2023-02-04 17:21:33,478 32k INFO ====> Epoch: 2853 +2023-02-04 17:21:37,267 32k INFO ====> Epoch: 2854 +2023-02-04 17:21:41,013 32k INFO ====> Epoch: 2855 +2023-02-04 17:21:44,810 32k INFO ====> Epoch: 2856 +2023-02-04 17:21:48,532 32k INFO ====> Epoch: 2857 +2023-02-04 17:21:52,244 32k INFO ====> Epoch: 2858 +2023-02-04 17:21:56,016 32k INFO ====> Epoch: 2859 +2023-02-04 17:21:59,761 32k INFO ====> Epoch: 2860 +2023-02-04 17:22:03,560 32k INFO ====> Epoch: 2861 +2023-02-04 17:22:07,276 32k INFO ====> Epoch: 2862 +2023-02-04 17:22:10,999 32k INFO ====> Epoch: 2863 +2023-02-04 17:22:14,803 32k INFO ====> Epoch: 2864 +2023-02-04 17:22:18,517 32k INFO ====> Epoch: 2865 +2023-02-04 17:22:22,283 32k INFO ====> Epoch: 2866 +2023-02-04 17:22:26,099 32k INFO ====> Epoch: 2867 +2023-02-04 17:22:29,904 32k INFO ====> Epoch: 2868 +2023-02-04 17:22:33,698 32k INFO ====> Epoch: 2869 +2023-02-04 17:22:37,420 32k INFO ====> Epoch: 2870 +2023-02-04 17:22:41,170 32k INFO ====> Epoch: 2871 +2023-02-04 17:22:44,908 32k INFO ====> Epoch: 2872 +2023-02-04 17:22:48,627 32k INFO ====> Epoch: 2873 +2023-02-04 17:22:52,365 32k INFO ====> Epoch: 2874 +2023-02-04 17:22:56,160 32k INFO ====> Epoch: 2875 +2023-02-04 17:22:59,893 32k INFO ====> Epoch: 2876 +2023-02-04 17:23:03,619 32k INFO ====> Epoch: 2877 +2023-02-04 17:23:07,372 32k INFO ====> Epoch: 2878 +2023-02-04 17:23:11,109 32k INFO ====> Epoch: 2879 +2023-02-04 17:23:14,895 32k INFO ====> Epoch: 2880 +2023-02-04 17:23:18,695 32k INFO ====> Epoch: 2881 +2023-02-04 17:23:22,466 32k INFO ====> Epoch: 2882 +2023-02-04 17:23:26,196 32k INFO ====> Epoch: 2883 +2023-02-04 17:23:29,993 32k INFO ====> Epoch: 2884 +2023-02-04 17:23:33,817 32k INFO ====> Epoch: 2885 +2023-02-04 17:23:37,585 32k INFO ====> Epoch: 2886 +2023-02-04 17:23:41,306 32k INFO ====> Epoch: 2887 +2023-02-04 17:23:45,110 32k INFO ====> Epoch: 2888 +2023-02-04 17:23:48,891 32k INFO ====> Epoch: 2889 +2023-02-04 17:23:52,628 32k INFO ====> Epoch: 2890 +2023-02-04 17:23:56,393 32k INFO ====> Epoch: 2891 +2023-02-04 17:24:00,151 32k INFO ====> Epoch: 2892 +2023-02-04 17:24:03,913 32k INFO ====> Epoch: 2893 +2023-02-04 17:24:07,654 32k INFO ====> Epoch: 2894 +2023-02-04 17:24:11,411 32k INFO ====> Epoch: 2895 +2023-02-04 17:24:15,137 32k INFO ====> Epoch: 2896 +2023-02-04 17:24:18,907 32k INFO ====> Epoch: 2897 +2023-02-04 17:24:22,726 32k INFO ====> Epoch: 2898 +2023-02-04 17:24:26,479 32k INFO ====> Epoch: 2899 +2023-02-04 17:24:30,200 32k INFO ====> Epoch: 2900 +2023-02-04 17:24:33,979 32k INFO ====> Epoch: 2901 +2023-02-04 17:24:37,820 32k INFO ====> Epoch: 2902 +2023-02-04 17:24:41,573 32k INFO ====> Epoch: 2903 +2023-02-04 17:24:45,318 32k INFO ====> Epoch: 2904 +2023-02-04 17:24:49,063 32k INFO ====> Epoch: 2905 +2023-02-04 17:24:52,835 32k INFO ====> Epoch: 2906 +2023-02-04 17:24:56,692 32k INFO ====> Epoch: 2907 +2023-02-04 17:25:00,423 32k INFO ====> Epoch: 2908 +2023-02-04 17:25:04,195 32k INFO ====> Epoch: 2909 +2023-02-04 17:25:07,947 32k INFO ====> Epoch: 2910 +2023-02-04 17:25:11,730 32k INFO ====> Epoch: 2911 +2023-02-04 17:25:15,487 32k INFO ====> Epoch: 2912 +2023-02-04 17:25:19,207 32k INFO ====> Epoch: 2913 +2023-02-04 17:25:22,982 32k INFO ====> Epoch: 2914 +2023-02-04 17:25:26,729 32k INFO ====> Epoch: 2915 +2023-02-04 17:25:30,507 32k INFO ====> Epoch: 2916 +2023-02-04 17:25:34,265 32k INFO ====> Epoch: 2917 +2023-02-04 17:25:38,010 32k INFO ====> Epoch: 2918 +2023-02-04 17:25:41,783 32k INFO ====> Epoch: 2919 +2023-02-04 17:25:45,564 32k INFO ====> Epoch: 2920 +2023-02-04 17:25:49,318 32k INFO ====> Epoch: 2921 +2023-02-04 17:25:53,134 32k INFO ====> Epoch: 2922 +2023-02-04 17:25:56,933 32k INFO ====> Epoch: 2923 +2023-02-04 17:26:00,666 32k INFO ====> Epoch: 2924 +2023-02-04 17:26:04,377 32k INFO ====> Epoch: 2925 +2023-02-04 17:26:08,089 32k INFO ====> Epoch: 2926 +2023-02-04 17:26:11,815 32k INFO ====> Epoch: 2927 +2023-02-04 17:26:15,574 32k INFO ====> Epoch: 2928 +2023-02-04 17:26:19,320 32k INFO ====> Epoch: 2929 +2023-02-04 17:26:23,060 32k INFO ====> Epoch: 2930 +2023-02-04 17:26:26,820 32k INFO ====> Epoch: 2931 +2023-02-04 17:26:30,603 32k INFO ====> Epoch: 2932 +2023-02-04 17:26:34,366 32k INFO ====> Epoch: 2933 +2023-02-04 17:26:38,105 32k INFO ====> Epoch: 2934 +2023-02-04 17:26:41,874 32k INFO ====> Epoch: 2935 +2023-02-04 17:26:45,598 32k INFO ====> Epoch: 2936 +2023-02-04 17:26:49,365 32k INFO ====> Epoch: 2937 +2023-02-04 17:26:53,151 32k INFO ====> Epoch: 2938 +2023-02-04 17:26:56,966 32k INFO ====> Epoch: 2939 +2023-02-04 17:27:00,803 32k INFO ====> Epoch: 2940 +2023-02-04 17:27:04,515 32k INFO ====> Epoch: 2941 +2023-02-04 17:27:08,180 32k INFO ====> Epoch: 2942 +2023-02-04 17:27:11,940 32k INFO ====> Epoch: 2943 +2023-02-04 17:27:15,743 32k INFO ====> Epoch: 2944 +2023-02-04 17:27:19,441 32k INFO ====> Epoch: 2945 +2023-02-04 17:27:23,222 32k INFO ====> Epoch: 2946 +2023-02-04 17:27:26,987 32k INFO ====> Epoch: 2947 +2023-02-04 17:27:30,750 32k INFO ====> Epoch: 2948 +2023-02-04 17:27:34,545 32k INFO ====> Epoch: 2949 +2023-02-04 17:27:38,296 32k INFO ====> Epoch: 2950 +2023-02-04 17:27:42,021 32k INFO ====> Epoch: 2951 +2023-02-04 17:27:45,798 32k INFO ====> Epoch: 2952 +2023-02-04 17:27:49,515 32k INFO ====> Epoch: 2953 +2023-02-04 17:27:53,305 32k INFO ====> Epoch: 2954 +2023-02-04 17:27:57,081 32k INFO ====> Epoch: 2955 +2023-02-04 17:28:00,870 32k INFO ====> Epoch: 2956 +2023-02-04 17:28:04,597 32k INFO ====> Epoch: 2957 +2023-02-04 17:28:08,367 32k INFO ====> Epoch: 2958 +2023-02-04 17:28:12,121 32k INFO ====> Epoch: 2959 +2023-02-04 17:28:15,864 32k INFO ====> Epoch: 2960 +2023-02-04 17:28:19,614 32k INFO ====> Epoch: 2961 +2023-02-04 17:28:23,328 32k INFO ====> Epoch: 2962 +2023-02-04 17:28:27,094 32k INFO ====> Epoch: 2963 +2023-02-04 17:28:30,818 32k INFO ====> Epoch: 2964 +2023-02-04 17:28:34,534 32k INFO ====> Epoch: 2965 +2023-02-04 17:28:38,267 32k INFO ====> Epoch: 2966 +2023-02-04 17:28:41,997 32k INFO ====> Epoch: 2967 +2023-02-04 17:28:45,741 32k INFO ====> Epoch: 2968 +2023-02-04 17:28:49,494 32k INFO ====> Epoch: 2969 +2023-02-04 17:28:53,308 32k INFO ====> Epoch: 2970 +2023-02-04 17:28:57,059 32k INFO ====> Epoch: 2971 +2023-02-04 17:29:00,880 32k INFO ====> Epoch: 2972 +2023-02-04 17:29:04,728 32k INFO ====> Epoch: 2973 +2023-02-04 17:29:08,557 32k INFO ====> Epoch: 2974 +2023-02-04 17:29:12,287 32k INFO ====> Epoch: 2975 +2023-02-04 17:29:16,074 32k INFO ====> Epoch: 2976 +2023-02-04 17:29:19,867 32k INFO ====> Epoch: 2977 +2023-02-04 17:29:23,603 32k INFO ====> Epoch: 2978 +2023-02-04 17:29:27,331 32k INFO ====> Epoch: 2979 +2023-02-04 17:29:31,037 32k INFO ====> Epoch: 2980 +2023-02-04 17:29:34,804 32k INFO ====> Epoch: 2981 +2023-02-04 17:29:38,576 32k INFO ====> Epoch: 2982 +2023-02-04 17:29:42,288 32k INFO ====> Epoch: 2983 +2023-02-04 17:29:46,013 32k INFO ====> Epoch: 2984 +2023-02-04 17:29:49,804 32k INFO ====> Epoch: 2985 +2023-02-04 17:29:53,610 32k INFO ====> Epoch: 2986 +2023-02-04 17:29:57,329 32k INFO ====> Epoch: 2987 +2023-02-04 17:30:01,058 32k INFO ====> Epoch: 2988 +2023-02-04 17:30:04,891 32k INFO ====> Epoch: 2989 +2023-02-04 17:30:08,733 32k INFO ====> Epoch: 2990 +2023-02-04 17:30:12,493 32k INFO ====> Epoch: 2991 +2023-02-04 17:30:16,223 32k INFO ====> Epoch: 2992 +2023-02-04 17:30:19,976 32k INFO ====> Epoch: 2993 +2023-02-04 17:30:23,781 32k INFO ====> Epoch: 2994 +2023-02-04 17:30:27,571 32k INFO ====> Epoch: 2995 +2023-02-04 17:30:31,409 32k INFO ====> Epoch: 2996 +2023-02-04 17:30:35,140 32k INFO ====> Epoch: 2997 +2023-02-04 17:30:38,919 32k INFO ====> Epoch: 2998 +2023-02-04 17:30:42,644 32k INFO ====> Epoch: 2999 +2023-02-04 17:30:46,403 32k INFO ====> Epoch: 3000 +2023-02-04 17:30:50,151 32k INFO ====> Epoch: 3001 +2023-02-04 17:30:53,926 32k INFO ====> Epoch: 3002 +2023-02-04 17:30:57,666 32k INFO ====> Epoch: 3003 +2023-02-04 17:31:01,400 32k INFO ====> Epoch: 3004 +2023-02-04 17:31:05,136 32k INFO ====> Epoch: 3005 +2023-02-04 17:31:08,914 32k INFO ====> Epoch: 3006 +2023-02-04 17:31:12,656 32k INFO ====> Epoch: 3007 +2023-02-04 17:31:16,421 32k INFO ====> Epoch: 3008 +2023-02-04 17:31:20,210 32k INFO ====> Epoch: 3009 +2023-02-04 17:31:23,970 32k INFO ====> Epoch: 3010 +2023-02-04 17:31:27,802 32k INFO ====> Epoch: 3011 +2023-02-04 17:31:31,557 32k INFO ====> Epoch: 3012 +2023-02-04 17:31:35,305 32k INFO ====> Epoch: 3013 +2023-02-04 17:31:39,044 32k INFO ====> Epoch: 3014 +2023-02-04 17:31:42,815 32k INFO ====> Epoch: 3015 +2023-02-04 17:31:46,575 32k INFO ====> Epoch: 3016 +2023-02-04 17:31:50,311 32k INFO ====> Epoch: 3017 +2023-02-04 17:31:54,025 32k INFO ====> Epoch: 3018 +2023-02-04 17:31:57,799 32k INFO ====> Epoch: 3019 +2023-02-04 17:32:01,527 32k INFO ====> Epoch: 3020 +2023-02-04 17:32:05,276 32k INFO ====> Epoch: 3021 +2023-02-04 17:32:09,003 32k INFO ====> Epoch: 3022 +2023-02-04 17:32:12,786 32k INFO ====> Epoch: 3023 +2023-02-04 17:32:16,592 32k INFO ====> Epoch: 3024 +2023-02-04 17:32:20,337 32k INFO ====> Epoch: 3025 +2023-02-04 17:32:24,137 32k INFO ====> Epoch: 3026 +2023-02-04 17:32:27,925 32k INFO ====> Epoch: 3027 +2023-02-04 17:32:31,760 32k INFO ====> Epoch: 3028 +2023-02-04 17:32:35,564 32k INFO ====> Epoch: 3029 +2023-02-04 17:32:39,348 32k INFO ====> Epoch: 3030 +2023-02-04 17:32:43,123 32k INFO ====> Epoch: 3031 +2023-02-04 17:32:47,031 32k INFO ====> Epoch: 3032 +2023-02-04 17:32:50,806 32k INFO ====> Epoch: 3033 +2023-02-04 17:32:54,530 32k INFO ====> Epoch: 3034 +2023-02-04 17:32:58,256 32k INFO ====> Epoch: 3035 +2023-02-04 17:33:02,076 32k INFO ====> Epoch: 3036 +2023-02-04 17:33:05,832 32k INFO ====> Epoch: 3037 +2023-02-04 17:33:09,574 32k INFO ====> Epoch: 3038 +2023-02-04 17:33:13,318 32k INFO ====> Epoch: 3039 +2023-02-04 17:33:17,047 32k INFO ====> Epoch: 3040 +2023-02-04 17:33:20,833 32k INFO ====> Epoch: 3041 +2023-02-04 17:33:24,618 32k INFO ====> Epoch: 3042 +2023-02-04 17:33:28,336 32k INFO ====> Epoch: 3043 +2023-02-04 17:33:32,108 32k INFO ====> Epoch: 3044 +2023-02-04 17:33:35,837 32k INFO ====> Epoch: 3045 +2023-02-04 17:33:39,626 32k INFO ====> Epoch: 3046 +2023-02-04 17:33:43,365 32k INFO ====> Epoch: 3047 +2023-02-04 17:33:47,107 32k INFO ====> Epoch: 3048 +2023-02-04 17:33:50,889 32k INFO ====> Epoch: 3049 +2023-02-04 17:33:54,615 32k INFO ====> Epoch: 3050 +2023-02-04 17:33:58,346 32k INFO ====> Epoch: 3051 +2023-02-04 17:34:02,082 32k INFO ====> Epoch: 3052 +2023-02-04 17:34:05,852 32k INFO ====> Epoch: 3053 +2023-02-04 17:34:09,622 32k INFO ====> Epoch: 3054 +2023-02-04 17:34:13,380 32k INFO ====> Epoch: 3055 +2023-02-04 17:34:17,137 32k INFO ====> Epoch: 3056 +2023-02-04 17:34:20,911 32k INFO ====> Epoch: 3057 +2023-02-04 17:34:24,695 32k INFO ====> Epoch: 3058 +2023-02-04 17:34:28,451 32k INFO ====> Epoch: 3059 +2023-02-04 17:34:32,207 32k INFO ====> Epoch: 3060 +2023-02-04 17:34:35,919 32k INFO ====> Epoch: 3061 +2023-02-04 17:34:39,647 32k INFO ====> Epoch: 3062 +2023-02-04 17:34:43,424 32k INFO ====> Epoch: 3063 +2023-02-04 17:34:47,172 32k INFO ====> Epoch: 3064 +2023-02-04 17:34:50,970 32k INFO ====> Epoch: 3065 +2023-02-04 17:34:54,751 32k INFO ====> Epoch: 3066 +2023-02-04 17:34:58,541 32k INFO ====> Epoch: 3067 +2023-02-04 17:35:02,264 32k INFO ====> Epoch: 3068 +2023-02-04 17:35:06,024 32k INFO ====> Epoch: 3069 +2023-02-04 17:35:09,789 32k INFO ====> Epoch: 3070 +2023-02-04 17:35:13,538 32k INFO ====> Epoch: 3071 +2023-02-04 17:35:17,274 32k INFO ====> Epoch: 3072 +2023-02-04 17:35:20,994 32k INFO ====> Epoch: 3073 +2023-02-04 17:35:24,756 32k INFO ====> Epoch: 3074 +2023-02-04 17:35:28,490 32k INFO ====> Epoch: 3075 +2023-02-04 17:35:32,247 32k INFO ====> Epoch: 3076 +2023-02-04 17:35:36,034 32k INFO ====> Epoch: 3077 +2023-02-04 17:35:39,779 32k INFO ====> Epoch: 3078 +2023-02-04 17:35:43,500 32k INFO ====> Epoch: 3079 +2023-02-04 17:35:47,236 32k INFO ====> Epoch: 3080 +2023-02-04 17:35:51,009 32k INFO ====> Epoch: 3081 +2023-02-04 17:35:54,745 32k INFO ====> Epoch: 3082 +2023-02-04 17:35:58,488 32k INFO ====> Epoch: 3083 +2023-02-04 17:36:02,236 32k INFO ====> Epoch: 3084 +2023-02-04 17:36:06,024 32k INFO ====> Epoch: 3085 +2023-02-04 17:36:09,818 32k INFO ====> Epoch: 3086 +2023-02-04 17:36:13,559 32k INFO ====> Epoch: 3087 +2023-02-04 17:36:17,315 32k INFO ====> Epoch: 3088 +2023-02-04 17:36:21,074 32k INFO ====> Epoch: 3089 +2023-02-04 17:36:24,839 32k INFO ====> Epoch: 3090 +2023-02-04 17:36:28,623 32k INFO ====> Epoch: 3091 +2023-02-04 17:36:32,371 32k INFO ====> Epoch: 3092 +2023-02-04 17:36:36,128 32k INFO ====> Epoch: 3093 +2023-02-04 17:36:39,886 32k INFO ====> Epoch: 3094 +2023-02-04 17:36:43,678 32k INFO ====> Epoch: 3095 +2023-02-04 17:36:47,451 32k INFO ====> Epoch: 3096 +2023-02-04 17:36:51,165 32k INFO ====> Epoch: 3097 +2023-02-04 17:36:54,950 32k INFO ====> Epoch: 3098 +2023-02-04 17:36:58,701 32k INFO ====> Epoch: 3099 +2023-02-04 17:37:02,425 32k INFO ====> Epoch: 3100 +2023-02-04 17:37:06,212 32k INFO ====> Epoch: 3101 +2023-02-04 17:37:10,032 32k INFO ====> Epoch: 3102 +2023-02-04 17:37:13,868 32k INFO ====> Epoch: 3103 +2023-02-04 17:37:17,588 32k INFO ====> Epoch: 3104 +2023-02-04 17:37:21,310 32k INFO ====> Epoch: 3105 +2023-02-04 17:37:25,048 32k INFO ====> Epoch: 3106 +2023-02-04 17:37:28,867 32k INFO ====> Epoch: 3107 +2023-02-04 17:37:32,614 32k INFO ====> Epoch: 3108 +2023-02-04 17:37:36,352 32k INFO ====> Epoch: 3109 +2023-02-04 17:37:40,078 32k INFO ====> Epoch: 3110 +2023-02-04 17:37:43,838 32k INFO ====> Epoch: 3111 +2023-02-04 17:37:47,672 32k INFO ====> Epoch: 3112 +2023-02-04 17:37:51,430 32k INFO ====> Epoch: 3113 +2023-02-04 17:37:55,177 32k INFO ====> Epoch: 3114 +2023-02-04 17:37:58,951 32k INFO ====> Epoch: 3115 +2023-02-04 17:38:02,717 32k INFO ====> Epoch: 3116 +2023-02-04 17:38:06,456 32k INFO ====> Epoch: 3117 +2023-02-04 17:38:10,211 32k INFO ====> Epoch: 3118 +2023-02-04 17:38:14,023 32k INFO ====> Epoch: 3119 +2023-02-04 17:38:17,810 32k INFO ====> Epoch: 3120 +2023-02-04 17:38:21,603 32k INFO ====> Epoch: 3121 +2023-02-04 17:38:25,331 32k INFO ====> Epoch: 3122 +2023-02-04 17:38:29,162 32k INFO ====> Epoch: 3123 +2023-02-04 17:38:32,952 32k INFO ====> Epoch: 3124 +2023-02-04 17:38:36,777 32k INFO ====> Epoch: 3125 +2023-02-04 17:38:40,540 32k INFO ====> Epoch: 3126 +2023-02-04 17:38:44,307 32k INFO ====> Epoch: 3127 +2023-02-04 17:38:48,069 32k INFO ====> Epoch: 3128 +2023-02-04 17:38:51,859 32k INFO ====> Epoch: 3129 +2023-02-04 17:38:55,606 32k INFO ====> Epoch: 3130 +2023-02-04 17:38:59,349 32k INFO ====> Epoch: 3131 +2023-02-04 17:39:03,094 32k INFO ====> Epoch: 3132 +2023-02-04 17:39:06,824 32k INFO ====> Epoch: 3133 +2023-02-04 17:39:10,595 32k INFO ====> Epoch: 3134 +2023-02-04 17:39:14,313 32k INFO ====> Epoch: 3135 +2023-02-04 17:39:18,033 32k INFO ====> Epoch: 3136 +2023-02-04 17:39:21,793 32k INFO ====> Epoch: 3137 +2023-02-04 17:39:25,568 32k INFO ====> Epoch: 3138 +2023-02-04 17:39:29,319 32k INFO ====> Epoch: 3139 +2023-02-04 17:39:33,061 32k INFO ====> Epoch: 3140 +2023-02-04 17:39:36,828 32k INFO ====> Epoch: 3141 +2023-02-04 17:39:40,595 32k INFO ====> Epoch: 3142 +2023-02-04 17:39:44,351 32k INFO ====> Epoch: 3143 +2023-02-04 17:39:48,083 32k INFO ====> Epoch: 3144 +2023-02-04 17:39:51,849 32k INFO ====> Epoch: 3145 +2023-02-04 17:39:55,585 32k INFO ====> Epoch: 3146 +2023-02-04 17:39:59,365 32k INFO ====> Epoch: 3147 +2023-02-04 17:40:03,110 32k INFO ====> Epoch: 3148 +2023-02-04 17:40:06,904 32k INFO ====> Epoch: 3149 +2023-02-04 17:40:10,695 32k INFO ====> Epoch: 3150 +2023-02-04 17:40:14,428 32k INFO ====> Epoch: 3151 +2023-02-04 17:40:18,196 32k INFO ====> Epoch: 3152 +2023-02-04 17:40:21,956 32k INFO ====> Epoch: 3153 +2023-02-04 17:40:25,739 32k INFO ====> Epoch: 3154 +2023-02-04 17:40:29,498 32k INFO ====> Epoch: 3155 +2023-02-04 17:40:33,241 32k INFO ====> Epoch: 3156 +2023-02-04 17:40:37,059 32k INFO ====> Epoch: 3157 +2023-02-04 17:40:40,849 32k INFO ====> Epoch: 3158 +2023-02-04 17:40:44,631 32k INFO ====> Epoch: 3159 +2023-02-04 17:40:48,377 32k INFO ====> Epoch: 3160 +2023-02-04 17:40:52,102 32k INFO ====> Epoch: 3161 +2023-02-04 17:40:55,848 32k INFO ====> Epoch: 3162 +2023-02-04 17:40:59,603 32k INFO ====> Epoch: 3163 +2023-02-04 17:41:03,341 32k INFO ====> Epoch: 3164 +2023-02-04 17:41:07,108 32k INFO ====> Epoch: 3165 +2023-02-04 17:41:10,848 32k INFO ====> Epoch: 3166 +2023-02-04 17:41:14,564 32k INFO ====> Epoch: 3167 +2023-02-04 17:41:18,339 32k INFO ====> Epoch: 3168 +2023-02-04 17:41:22,060 32k INFO ====> Epoch: 3169 +2023-02-04 17:41:25,826 32k INFO ====> Epoch: 3170 +2023-02-04 17:41:29,563 32k INFO ====> Epoch: 3171 +2023-02-04 17:41:33,276 32k INFO ====> Epoch: 3172 +2023-02-04 17:41:37,085 32k INFO ====> Epoch: 3173 +2023-02-04 17:41:40,904 32k INFO ====> Epoch: 3174 +2023-02-04 17:41:44,736 32k INFO ====> Epoch: 3175 +2023-02-04 17:41:48,507 32k INFO ====> Epoch: 3176 +2023-02-04 17:41:52,203 32k INFO ====> Epoch: 3177 +2023-02-04 17:41:55,996 32k INFO ====> Epoch: 3178 +2023-02-04 17:41:59,805 32k INFO ====> Epoch: 3179 +2023-02-04 17:42:03,497 32k INFO ====> Epoch: 3180 +2023-02-04 17:42:07,229 32k INFO ====> Epoch: 3181 +2023-02-04 17:42:10,992 32k INFO ====> Epoch: 3182 +2023-02-04 17:42:14,791 32k INFO ====> Epoch: 3183 +2023-02-04 17:42:18,512 32k INFO ====> Epoch: 3184 +2023-02-04 17:42:22,231 32k INFO ====> Epoch: 3185 +2023-02-04 17:42:25,979 32k INFO ====> Epoch: 3186 +2023-02-04 17:42:29,713 32k INFO ====> Epoch: 3187 +2023-02-04 17:42:33,453 32k INFO ====> Epoch: 3188 +2023-02-04 17:42:37,209 32k INFO ====> Epoch: 3189 +2023-02-04 17:42:41,045 32k INFO ====> Epoch: 3190 +2023-02-04 17:42:44,874 32k INFO ====> Epoch: 3191 +2023-02-04 17:42:48,716 32k INFO ====> Epoch: 3192 +2023-02-04 17:42:52,468 32k INFO ====> Epoch: 3193 +2023-02-04 17:42:56,232 32k INFO ====> Epoch: 3194 +2023-02-04 17:43:00,056 32k INFO ====> Epoch: 3195 +2023-02-04 17:43:03,863 32k INFO ====> Epoch: 3196 +2023-02-04 17:43:07,643 32k INFO ====> Epoch: 3197 +2023-02-04 17:43:11,434 32k INFO ====> Epoch: 3198 +2023-02-04 17:43:15,236 32k INFO ====> Epoch: 3199 +2023-02-04 17:43:19,032 32k INFO ====> Epoch: 3200 +2023-02-04 17:43:22,819 32k INFO ====> Epoch: 3201 +2023-02-04 17:43:26,563 32k INFO ====> Epoch: 3202 +2023-02-04 17:43:30,250 32k INFO ====> Epoch: 3203 +2023-02-04 17:43:34,022 32k INFO ====> Epoch: 3204 +2023-02-04 17:43:37,795 32k INFO ====> Epoch: 3205 +2023-02-04 17:43:41,504 32k INFO ====> Epoch: 3206 +2023-02-04 17:43:45,277 32k INFO ====> Epoch: 3207 +2023-02-04 17:43:48,979 32k INFO ====> Epoch: 3208 +2023-02-04 17:43:52,730 32k INFO ====> Epoch: 3209 +2023-02-04 17:43:56,525 32k INFO ====> Epoch: 3210 +2023-02-04 17:44:00,241 32k INFO ====> Epoch: 3211 +2023-02-04 17:44:04,100 32k INFO ====> Epoch: 3212 +2023-02-04 17:44:07,908 32k INFO ====> Epoch: 3213 +2023-02-04 17:44:11,692 32k INFO ====> Epoch: 3214 +2023-02-04 17:44:15,458 32k INFO ====> Epoch: 3215 +2023-02-04 17:44:19,200 32k INFO ====> Epoch: 3216 +2023-02-04 17:44:22,971 32k INFO ====> Epoch: 3217 +2023-02-04 17:44:26,788 32k INFO ====> Epoch: 3218 +2023-02-04 17:44:30,512 32k INFO ====> Epoch: 3219 +2023-02-04 17:44:34,211 32k INFO ====> Epoch: 3220 +2023-02-04 17:44:37,995 32k INFO ====> Epoch: 3221 +2023-02-04 17:44:41,794 32k INFO ====> Epoch: 3222 +2023-02-04 17:44:45,552 32k INFO ====> Epoch: 3223 +2023-02-04 17:44:49,257 32k INFO ====> Epoch: 3224 +2023-02-04 17:44:53,007 32k INFO ====> Epoch: 3225 +2023-02-04 17:44:56,802 32k INFO ====> Epoch: 3226 +2023-02-04 17:45:00,545 32k INFO ====> Epoch: 3227 +2023-02-04 17:45:04,305 32k INFO ====> Epoch: 3228 +2023-02-04 17:45:08,107 32k INFO ====> Epoch: 3229 +2023-02-04 17:45:11,886 32k INFO ====> Epoch: 3230 +2023-02-04 17:45:15,644 32k INFO ====> Epoch: 3231 +2023-02-04 17:45:19,370 32k INFO ====> Epoch: 3232 +2023-02-04 17:45:23,100 32k INFO ====> Epoch: 3233 +2023-02-04 17:45:26,881 32k INFO ====> Epoch: 3234 +2023-02-04 17:45:30,685 32k INFO ====> Epoch: 3235 +2023-02-04 17:45:34,403 32k INFO ====> Epoch: 3236 +2023-02-04 17:45:38,144 32k INFO ====> Epoch: 3237 +2023-02-04 17:45:41,924 32k INFO ====> Epoch: 3238 +2023-02-04 17:45:45,701 32k INFO ====> Epoch: 3239 +2023-02-04 17:45:49,419 32k INFO ====> Epoch: 3240 +2023-02-04 17:45:53,210 32k INFO ====> Epoch: 3241 +2023-02-04 17:45:56,952 32k INFO ====> Epoch: 3242 +2023-02-04 17:46:00,722 32k INFO ====> Epoch: 3243 +2023-02-04 17:46:04,411 32k INFO ====> Epoch: 3244 +2023-02-04 17:46:08,160 32k INFO ====> Epoch: 3245 +2023-02-04 17:46:11,928 32k INFO ====> Epoch: 3246 +2023-02-04 17:46:15,684 32k INFO ====> Epoch: 3247 +2023-02-04 17:46:19,485 32k INFO ====> Epoch: 3248 +2023-02-04 17:46:23,286 32k INFO ====> Epoch: 3249 +2023-02-04 17:46:27,019 32k INFO ====> Epoch: 3250 +2023-02-04 17:46:30,796 32k INFO ====> Epoch: 3251 +2023-02-04 17:46:34,554 32k INFO ====> Epoch: 3252 +2023-02-04 17:46:38,315 32k INFO ====> Epoch: 3253 +2023-02-04 17:46:42,025 32k INFO ====> Epoch: 3254 +2023-02-04 17:46:45,808 32k INFO ====> Epoch: 3255 +2023-02-04 17:46:49,544 32k INFO ====> Epoch: 3256 +2023-02-04 17:46:53,310 32k INFO ====> Epoch: 3257 +2023-02-04 17:46:57,078 32k INFO ====> Epoch: 3258 +2023-02-04 17:47:00,813 32k INFO ====> Epoch: 3259 +2023-02-04 17:47:04,534 32k INFO ====> Epoch: 3260 +2023-02-04 17:47:08,320 32k INFO ====> Epoch: 3261 +2023-02-04 17:47:12,091 32k INFO ====> Epoch: 3262 +2023-02-04 17:47:15,840 32k INFO ====> Epoch: 3263 +2023-02-04 17:47:19,602 32k INFO ====> Epoch: 3264 +2023-02-04 17:47:23,371 32k INFO ====> Epoch: 3265 +2023-02-04 17:47:27,153 32k INFO ====> Epoch: 3266 +2023-02-04 17:47:30,915 32k INFO ====> Epoch: 3267 +2023-02-04 17:47:34,690 32k INFO ====> Epoch: 3268 +2023-02-04 17:47:38,455 32k INFO ====> Epoch: 3269 +2023-02-04 17:47:42,201 32k INFO ====> Epoch: 3270 +2023-02-04 17:47:45,958 32k INFO ====> Epoch: 3271 +2023-02-04 17:47:49,757 32k INFO ====> Epoch: 3272 +2023-02-04 17:47:53,469 32k INFO ====> Epoch: 3273 +2023-02-04 17:47:57,183 32k INFO ====> Epoch: 3274 +2023-02-04 17:48:00,912 32k INFO ====> Epoch: 3275 +2023-02-04 17:48:04,685 32k INFO ====> Epoch: 3276 +2023-02-04 17:48:08,469 32k INFO ====> Epoch: 3277 +2023-02-04 17:48:12,213 32k INFO ====> Epoch: 3278 +2023-02-04 17:48:15,977 32k INFO ====> Epoch: 3279 +2023-02-04 17:48:19,709 32k INFO ====> Epoch: 3280 +2023-02-04 17:48:23,415 32k INFO ====> Epoch: 3281 +2023-02-04 17:48:27,128 32k INFO ====> Epoch: 3282 +2023-02-04 17:48:30,903 32k INFO ====> Epoch: 3283 +2023-02-04 17:48:34,715 32k INFO ====> Epoch: 3284 +2023-02-04 17:48:38,472 32k INFO ====> Epoch: 3285 +2023-02-04 17:48:42,200 32k INFO ====> Epoch: 3286 +2023-02-04 17:48:45,984 32k INFO ====> Epoch: 3287 +2023-02-04 17:48:49,806 32k INFO ====> Epoch: 3288 +2023-02-04 17:48:53,567 32k INFO ====> Epoch: 3289 +2023-02-04 17:48:57,259 32k INFO ====> Epoch: 3290 +2023-02-04 17:49:00,977 32k INFO ====> Epoch: 3291 +2023-02-04 17:49:04,814 32k INFO ====> Epoch: 3292 +2023-02-04 17:49:08,529 32k INFO ====> Epoch: 3293 +2023-02-04 17:49:12,225 32k INFO ====> Epoch: 3294 +2023-02-04 17:49:15,961 32k INFO ====> Epoch: 3295 +2023-02-04 17:49:19,687 32k INFO ====> Epoch: 3296 +2023-02-04 17:49:23,395 32k INFO ====> Epoch: 3297 +2023-02-04 17:49:27,162 32k INFO ====> Epoch: 3298 +2023-02-04 17:49:30,923 32k INFO ====> Epoch: 3299 +2023-02-04 17:49:34,717 32k INFO ====> Epoch: 3300 +2023-02-04 17:49:38,498 32k INFO ====> Epoch: 3301 +2023-02-04 17:49:42,216 32k INFO ====> Epoch: 3302 +2023-02-04 17:49:46,051 32k INFO ====> Epoch: 3303 +2023-02-04 17:49:49,928 32k INFO ====> Epoch: 3304 +2023-02-04 17:49:53,719 32k INFO ====> Epoch: 3305 +2023-02-04 17:49:57,461 32k INFO ====> Epoch: 3306 +2023-02-04 17:50:01,214 32k INFO ====> Epoch: 3307 +2023-02-04 17:50:05,029 32k INFO ====> Epoch: 3308 +2023-02-04 17:50:08,808 32k INFO ====> Epoch: 3309 +2023-02-04 17:50:12,563 32k INFO ====> Epoch: 3310 +2023-02-04 17:50:16,274 32k INFO ====> Epoch: 3311 +2023-02-04 17:50:19,991 32k INFO ====> Epoch: 3312 +2023-02-04 17:50:23,725 32k INFO ====> Epoch: 3313 +2023-02-04 17:50:27,421 32k INFO ====> Epoch: 3314 +2023-02-04 17:50:31,163 32k INFO ====> Epoch: 3315 +2023-02-04 17:50:34,964 32k INFO ====> Epoch: 3316 +2023-02-04 17:50:38,712 32k INFO ====> Epoch: 3317 +2023-02-04 17:50:42,436 32k INFO ====> Epoch: 3318 +2023-02-04 17:50:46,220 32k INFO ====> Epoch: 3319 +2023-02-04 17:50:50,001 32k INFO ====> Epoch: 3320 +2023-02-04 17:50:53,769 32k INFO ====> Epoch: 3321 +2023-02-04 17:50:57,550 32k INFO ====> Epoch: 3322 +2023-02-04 17:51:01,313 32k INFO ====> Epoch: 3323 +2023-02-04 17:51:05,106 32k INFO ====> Epoch: 3324 +2023-02-04 17:51:08,887 32k INFO ====> Epoch: 3325 +2023-02-04 17:51:12,657 32k INFO ====> Epoch: 3326 +2023-02-04 17:51:16,394 32k INFO ====> Epoch: 3327 +2023-02-04 17:51:20,161 32k INFO ====> Epoch: 3328 +2023-02-04 17:51:23,891 32k INFO ====> Epoch: 3329 +2023-02-04 17:51:27,611 32k INFO ====> Epoch: 3330 +2023-02-04 17:51:31,391 32k INFO ====> Epoch: 3331 +2023-02-04 17:51:35,179 32k INFO ====> Epoch: 3332 +2023-02-04 17:51:38,948 32k INFO ====> Epoch: 3333 +2023-02-04 17:51:42,730 32k INFO ====> Epoch: 3334 +2023-02-04 17:51:46,468 32k INFO ====> Epoch: 3335 +2023-02-04 17:51:50,178 32k INFO ====> Epoch: 3336 +2023-02-04 17:51:53,991 32k INFO ====> Epoch: 3337 +2023-02-04 17:51:57,728 32k INFO ====> Epoch: 3338 +2023-02-04 17:52:01,561 32k INFO ====> Epoch: 3339 +2023-02-04 17:52:05,325 32k INFO ====> Epoch: 3340 +2023-02-04 17:52:09,113 32k INFO ====> Epoch: 3341 +2023-02-04 17:52:12,884 32k INFO ====> Epoch: 3342 +2023-02-04 17:52:16,675 32k INFO ====> Epoch: 3343 +2023-02-04 17:52:20,383 32k INFO ====> Epoch: 3344 +2023-02-04 17:52:24,147 32k INFO ====> Epoch: 3345 +2023-02-04 17:52:27,947 32k INFO ====> Epoch: 3346 +2023-02-04 17:52:31,688 32k INFO ====> Epoch: 3347 +2023-02-04 17:52:35,421 32k INFO ====> Epoch: 3348 +2023-02-04 17:52:39,194 32k INFO ====> Epoch: 3349 +2023-02-04 17:52:42,976 32k INFO ====> Epoch: 3350 +2023-02-04 17:52:46,759 32k INFO ====> Epoch: 3351 +2023-02-04 17:52:50,501 32k INFO ====> Epoch: 3352 +2023-02-04 17:52:54,306 32k INFO ====> Epoch: 3353 +2023-02-04 17:52:58,062 32k INFO ====> Epoch: 3354 +2023-02-04 17:53:01,871 32k INFO ====> Epoch: 3355 +2023-02-04 17:53:05,651 32k INFO ====> Epoch: 3356 +2023-02-04 17:53:09,472 32k INFO ====> Epoch: 3357 +2023-02-04 17:53:13,247 32k INFO ====> Epoch: 3358 +2023-02-04 17:53:16,997 32k INFO ====> Epoch: 3359 +2023-02-04 17:53:20,845 32k INFO ====> Epoch: 3360 +2023-02-04 17:53:24,616 32k INFO ====> Epoch: 3361 +2023-02-04 17:53:28,323 32k INFO ====> Epoch: 3362 +2023-02-04 17:53:32,121 32k INFO ====> Epoch: 3363 +2023-02-04 17:53:35,889 32k INFO ====> Epoch: 3364 +2023-02-04 17:53:39,637 32k INFO ====> Epoch: 3365 +2023-02-04 17:53:43,353 32k INFO ====> Epoch: 3366 +2023-02-04 17:53:47,080 32k INFO ====> Epoch: 3367 +2023-02-04 17:53:50,916 32k INFO ====> Epoch: 3368 +2023-02-04 17:53:54,697 32k INFO ====> Epoch: 3369 +2023-02-04 17:53:58,469 32k INFO ====> Epoch: 3370 +2023-02-04 17:54:02,228 32k INFO ====> Epoch: 3371 +2023-02-04 17:54:06,025 32k INFO ====> Epoch: 3372 +2023-02-04 17:54:09,833 32k INFO ====> Epoch: 3373 +2023-02-04 17:54:13,610 32k INFO ====> Epoch: 3374 +2023-02-04 17:54:17,429 32k INFO ====> Epoch: 3375 +2023-02-04 17:54:21,152 32k INFO ====> Epoch: 3376 +2023-02-04 17:54:24,920 32k INFO ====> Epoch: 3377 +2023-02-04 17:54:28,754 32k INFO ====> Epoch: 3378 +2023-02-04 17:54:32,548 32k INFO ====> Epoch: 3379 +2023-02-04 17:54:36,297 32k INFO ====> Epoch: 3380 +2023-02-04 17:54:40,034 32k INFO ====> Epoch: 3381 +2023-02-04 17:54:43,810 32k INFO ====> Epoch: 3382 +2023-02-04 17:54:47,591 32k INFO ====> Epoch: 3383 +2023-02-04 17:54:51,396 32k INFO ====> Epoch: 3384 +2023-02-04 17:54:55,134 32k INFO ====> Epoch: 3385 +2023-02-04 17:54:58,894 32k INFO ====> Epoch: 3386 +2023-02-04 17:55:02,731 32k INFO ====> Epoch: 3387 +2023-02-04 17:55:06,456 32k INFO ====> Epoch: 3388 +2023-02-04 17:55:10,196 32k INFO ====> Epoch: 3389 +2023-02-04 17:55:13,985 32k INFO ====> Epoch: 3390 +2023-02-04 17:55:17,760 32k INFO ====> Epoch: 3391 +2023-02-04 17:55:21,571 32k INFO ====> Epoch: 3392 +2023-02-04 17:55:25,383 32k INFO ====> Epoch: 3393 +2023-02-04 17:55:29,163 32k INFO ====> Epoch: 3394 +2023-02-04 17:55:32,965 32k INFO ====> Epoch: 3395 +2023-02-04 17:55:36,728 32k INFO ====> Epoch: 3396 +2023-02-04 17:55:40,447 32k INFO ====> Epoch: 3397 +2023-02-04 17:55:44,222 32k INFO ====> Epoch: 3398 +2023-02-04 17:55:48,000 32k INFO ====> Epoch: 3399 +2023-02-04 17:55:51,774 32k INFO ====> Epoch: 3400 +2023-02-04 17:55:55,522 32k INFO ====> Epoch: 3401 +2023-02-04 17:55:59,237 32k INFO ====> Epoch: 3402 +2023-02-04 17:56:03,008 32k INFO ====> Epoch: 3403 +2023-02-04 17:56:06,806 32k INFO ====> Epoch: 3404 +2023-02-04 17:56:10,492 32k INFO ====> Epoch: 3405 +2023-02-04 17:56:14,197 32k INFO ====> Epoch: 3406 +2023-02-04 17:56:17,958 32k INFO ====> Epoch: 3407 +2023-02-04 17:56:21,738 32k INFO ====> Epoch: 3408 +2023-02-04 17:56:25,559 32k INFO ====> Epoch: 3409 +2023-02-04 17:56:29,337 32k INFO ====> Epoch: 3410 +2023-02-04 17:56:33,104 32k INFO ====> Epoch: 3411 +2023-02-04 17:56:36,903 32k INFO ====> Epoch: 3412 +2023-02-04 17:56:40,693 32k INFO ====> Epoch: 3413 +2023-02-04 17:56:44,482 32k INFO ====> Epoch: 3414 +2023-02-04 17:56:48,188 32k INFO ====> Epoch: 3415 +2023-02-04 17:56:51,942 32k INFO ====> Epoch: 3416 +2023-02-04 17:56:55,676 32k INFO ====> Epoch: 3417 +2023-02-04 17:56:59,389 32k INFO ====> Epoch: 3418 +2023-02-04 17:57:03,177 32k INFO ====> Epoch: 3419 +2023-02-04 17:57:06,922 32k INFO ====> Epoch: 3420 +2023-02-04 17:57:10,694 32k INFO ====> Epoch: 3421 +2023-02-04 17:57:14,396 32k INFO ====> Epoch: 3422 +2023-02-04 17:57:18,131 32k INFO ====> Epoch: 3423 +2023-02-04 17:57:21,858 32k INFO ====> Epoch: 3424 +2023-02-04 17:57:25,663 32k INFO ====> Epoch: 3425 +2023-02-04 17:57:29,356 32k INFO ====> Epoch: 3426 +2023-02-04 17:57:33,155 32k INFO ====> Epoch: 3427 +2023-02-04 17:57:36,937 32k INFO ====> Epoch: 3428 +2023-02-04 17:57:40,725 32k INFO ====> Epoch: 3429 +2023-02-04 17:57:44,511 32k INFO ====> Epoch: 3430 +2023-02-04 17:57:48,291 32k INFO ====> Epoch: 3431 +2023-02-04 17:57:52,025 32k INFO ====> Epoch: 3432 +2023-02-04 17:57:55,797 32k INFO ====> Epoch: 3433 +2023-02-04 17:57:59,550 32k INFO ====> Epoch: 3434 +2023-02-04 17:58:03,262 32k INFO ====> Epoch: 3435 +2023-02-04 17:58:06,991 32k INFO ====> Epoch: 3436 +2023-02-04 17:58:10,773 32k INFO ====> Epoch: 3437 +2023-02-04 17:58:14,534 32k INFO ====> Epoch: 3438 +2023-02-04 17:58:18,224 32k INFO ====> Epoch: 3439 +2023-02-04 17:58:22,020 32k INFO ====> Epoch: 3440 +2023-02-04 17:58:25,765 32k INFO ====> Epoch: 3441 +2023-02-04 17:58:29,532 32k INFO ====> Epoch: 3442 +2023-02-04 17:58:33,248 32k INFO ====> Epoch: 3443 +2023-02-04 17:58:37,055 32k INFO ====> Epoch: 3444 +2023-02-04 17:58:40,825 32k INFO ====> Epoch: 3445 +2023-02-04 17:58:44,601 32k INFO ====> Epoch: 3446 +2023-02-04 17:58:48,445 32k INFO ====> Epoch: 3447 +2023-02-04 17:58:52,192 32k INFO ====> Epoch: 3448 +2023-02-04 17:58:55,936 32k INFO ====> Epoch: 3449 +2023-02-04 17:58:59,683 32k INFO ====> Epoch: 3450 +2023-02-04 17:59:03,458 32k INFO ====> Epoch: 3451 +2023-02-04 17:59:07,208 32k INFO ====> Epoch: 3452 +2023-02-04 17:59:10,994 32k INFO ====> Epoch: 3453 +2023-02-04 17:59:14,783 32k INFO ====> Epoch: 3454 +2023-02-04 17:59:18,496 32k INFO ====> Epoch: 3455 +2023-02-04 17:59:22,207 32k INFO ====> Epoch: 3456 +2023-02-04 17:59:25,969 32k INFO ====> Epoch: 3457 +2023-02-04 17:59:29,734 32k INFO ====> Epoch: 3458 +2023-02-04 17:59:33,551 32k INFO ====> Epoch: 3459 +2023-02-04 17:59:37,299 32k INFO ====> Epoch: 3460 +2023-02-04 17:59:41,097 32k INFO ====> Epoch: 3461 +2023-02-04 17:59:44,864 32k INFO ====> Epoch: 3462 +2023-02-04 17:59:48,575 32k INFO ====> Epoch: 3463 +2023-02-04 17:59:52,332 32k INFO ====> Epoch: 3464 +2023-02-04 17:59:56,083 32k INFO ====> Epoch: 3465 +2023-02-04 17:59:59,867 32k INFO ====> Epoch: 3466 +2023-02-04 18:00:03,637 32k INFO ====> Epoch: 3467 +2023-02-04 18:00:07,407 32k INFO ====> Epoch: 3468 +2023-02-04 18:00:11,122 32k INFO ====> Epoch: 3469 +2023-02-04 18:00:14,886 32k INFO ====> Epoch: 3470 +2023-02-04 18:00:18,629 32k INFO ====> Epoch: 3471 +2023-02-04 18:00:22,352 32k INFO ====> Epoch: 3472 +2023-02-04 18:00:26,090 32k INFO ====> Epoch: 3473 +2023-02-04 18:00:29,876 32k INFO ====> Epoch: 3474 +2023-02-04 18:00:33,656 32k INFO ====> Epoch: 3475 +2023-02-04 18:00:37,395 32k INFO ====> Epoch: 3476 +2023-02-04 18:00:41,106 32k INFO ====> Epoch: 3477 +2023-02-04 18:00:44,854 32k INFO ====> Epoch: 3478 +2023-02-04 18:00:48,653 32k INFO ====> Epoch: 3479 +2023-02-04 18:00:52,427 32k INFO ====> Epoch: 3480 +2023-02-04 18:00:56,138 32k INFO ====> Epoch: 3481 +2023-02-04 18:00:59,962 32k INFO ====> Epoch: 3482 +2023-02-04 18:01:03,744 32k INFO ====> Epoch: 3483 +2023-02-04 18:01:07,515 32k INFO ====> Epoch: 3484 +2023-02-04 18:01:11,245 32k INFO ====> Epoch: 3485 +2023-02-04 18:01:15,057 32k INFO ====> Epoch: 3486 +2023-02-04 18:01:18,808 32k INFO ====> Epoch: 3487 +2023-02-04 18:01:22,562 32k INFO ====> Epoch: 3488 +2023-02-04 18:01:26,265 32k INFO ====> Epoch: 3489 +2023-02-04 18:01:29,983 32k INFO ====> Epoch: 3490 +2023-02-04 18:01:33,758 32k INFO ====> Epoch: 3491 +2023-02-04 18:01:37,466 32k INFO ====> Epoch: 3492 +2023-02-04 18:01:41,205 32k INFO ====> Epoch: 3493 +2023-02-04 18:01:44,959 32k INFO ====> Epoch: 3494 +2023-02-04 18:01:48,759 32k INFO ====> Epoch: 3495 +2023-02-04 18:01:52,524 32k INFO ====> Epoch: 3496 +2023-02-04 18:01:56,309 32k INFO ====> Epoch: 3497 +2023-02-04 18:02:00,119 32k INFO ====> Epoch: 3498 +2023-02-04 18:02:03,848 32k INFO ====> Epoch: 3499 +2023-02-04 18:02:07,640 32k INFO ====> Epoch: 3500 +2023-02-04 18:02:11,387 32k INFO ====> Epoch: 3501 +2023-02-04 18:02:15,162 32k INFO ====> Epoch: 3502 +2023-02-04 18:02:18,932 32k INFO ====> Epoch: 3503 +2023-02-04 18:02:22,677 32k INFO ====> Epoch: 3504 +2023-02-04 18:02:26,444 32k INFO ====> Epoch: 3505 +2023-02-04 18:02:30,180 32k INFO ====> Epoch: 3506 +2023-02-04 18:02:33,964 32k INFO ====> Epoch: 3507 +2023-02-04 18:02:37,708 32k INFO ====> Epoch: 3508 +2023-02-04 18:02:41,464 32k INFO ====> Epoch: 3509 +2023-02-04 18:02:45,211 32k INFO ====> Epoch: 3510 +2023-02-04 18:02:48,934 32k INFO ====> Epoch: 3511 +2023-02-04 18:02:52,732 32k INFO ====> Epoch: 3512 +2023-02-04 18:02:56,515 32k INFO ====> Epoch: 3513 +2023-02-04 18:03:00,255 32k INFO ====> Epoch: 3514 +2023-02-04 18:03:04,082 32k INFO ====> Epoch: 3515 +2023-02-04 18:03:07,864 32k INFO ====> Epoch: 3516 +2023-02-04 18:03:11,624 32k INFO ====> Epoch: 3517 +2023-02-04 18:03:15,391 32k INFO ====> Epoch: 3518 +2023-02-04 18:03:19,178 32k INFO ====> Epoch: 3519 +2023-02-04 18:03:23,011 32k INFO ====> Epoch: 3520 +2023-02-04 18:03:26,755 32k INFO ====> Epoch: 3521 +2023-02-04 18:03:30,520 32k INFO ====> Epoch: 3522 +2023-02-04 18:03:34,263 32k INFO ====> Epoch: 3523 +2023-02-04 18:03:38,008 32k INFO ====> Epoch: 3524 +2023-02-04 18:03:41,748 32k INFO ====> Epoch: 3525 +2023-02-04 18:03:45,452 32k INFO ====> Epoch: 3526 +2023-02-04 18:03:49,228 32k INFO ====> Epoch: 3527 +2023-02-04 18:03:52,999 32k INFO ====> Epoch: 3528 +2023-02-04 18:03:56,754 32k INFO ====> Epoch: 3529 +2023-02-04 18:04:00,483 32k INFO ====> Epoch: 3530 +2023-02-04 18:04:04,193 32k INFO ====> Epoch: 3531 +2023-02-04 18:04:07,982 32k INFO ====> Epoch: 3532 +2023-02-04 18:04:11,800 32k INFO ====> Epoch: 3533 +2023-02-04 18:04:15,570 32k INFO ====> Epoch: 3534 +2023-02-04 18:04:19,334 32k INFO ====> Epoch: 3535 +2023-02-04 18:04:23,069 32k INFO ====> Epoch: 3536 +2023-02-04 18:04:26,879 32k INFO ====> Epoch: 3537 +2023-02-04 18:04:30,737 32k INFO ====> Epoch: 3538 +2023-02-04 18:04:34,459 32k INFO ====> Epoch: 3539 +2023-02-04 18:04:38,243 32k INFO ====> Epoch: 3540 +2023-02-04 18:04:42,020 32k INFO ====> Epoch: 3541 +2023-02-04 18:04:45,770 32k INFO ====> Epoch: 3542 +2023-02-04 18:04:49,516 32k INFO ====> Epoch: 3543 +2023-02-04 18:04:53,208 32k INFO ====> Epoch: 3544 +2023-02-04 18:04:56,986 32k INFO ====> Epoch: 3545 +2023-02-04 18:05:00,769 32k INFO ====> Epoch: 3546 +2023-02-04 18:05:04,514 32k INFO ====> Epoch: 3547 +2023-02-04 18:05:08,294 32k INFO ====> Epoch: 3548 +2023-02-04 18:05:12,065 32k INFO ====> Epoch: 3549 +2023-02-04 18:05:15,857 32k INFO ====> Epoch: 3550 +2023-02-04 18:05:19,598 32k INFO ====> Epoch: 3551 +2023-02-04 18:05:23,327 32k INFO ====> Epoch: 3552 +2023-02-04 18:05:27,065 32k INFO ====> Epoch: 3553 +2023-02-04 18:05:30,839 32k INFO ====> Epoch: 3554 +2023-02-04 18:05:34,649 32k INFO ====> Epoch: 3555 +2023-02-04 18:05:38,438 32k INFO ====> Epoch: 3556 +2023-02-04 18:05:42,223 32k INFO ====> Epoch: 3557 +2023-02-04 18:05:46,016 32k INFO ====> Epoch: 3558 +2023-02-04 18:05:49,800 32k INFO ====> Epoch: 3559 +2023-02-04 18:05:53,566 32k INFO ====> Epoch: 3560 +2023-02-04 18:05:57,295 32k INFO ====> Epoch: 3561 +2023-02-04 18:06:01,065 32k INFO ====> Epoch: 3562 +2023-02-04 18:06:04,812 32k INFO ====> Epoch: 3563 +2023-02-04 18:06:08,565 32k INFO ====> Epoch: 3564 +2023-02-04 18:06:12,279 32k INFO ====> Epoch: 3565 +2023-02-04 18:06:16,020 32k INFO ====> Epoch: 3566 +2023-02-04 18:06:19,868 32k INFO ====> Epoch: 3567 +2023-02-04 18:06:23,634 32k INFO ====> Epoch: 3568 +2023-02-04 18:06:27,378 32k INFO ====> Epoch: 3569 +2023-02-04 18:06:31,137 32k INFO ====> Epoch: 3570 +2023-02-04 18:06:34,889 32k INFO ====> Epoch: 3571 +2023-02-04 18:06:38,656 32k INFO ====> Epoch: 3572 +2023-02-04 18:06:42,478 32k INFO ====> Epoch: 3573 +2023-02-04 18:06:46,220 32k INFO ====> Epoch: 3574 +2023-02-04 18:06:50,015 32k INFO ====> Epoch: 3575 +2023-02-04 18:06:53,812 32k INFO ====> Epoch: 3576 +2023-02-04 18:06:57,551 32k INFO ====> Epoch: 3577 +2023-02-04 18:07:01,264 32k INFO ====> Epoch: 3578 +2023-02-04 18:07:05,014 32k INFO ====> Epoch: 3579 +2023-02-04 18:07:08,789 32k INFO ====> Epoch: 3580 +2023-02-04 18:07:12,490 32k INFO ====> Epoch: 3581 +2023-02-04 18:07:16,198 32k INFO ====> Epoch: 3582 +2023-02-04 18:07:19,962 32k INFO ====> Epoch: 3583 +2023-02-04 18:07:23,794 32k INFO ====> Epoch: 3584 +2023-02-04 18:07:27,546 32k INFO ====> Epoch: 3585 +2023-02-04 18:07:31,304 32k INFO ====> Epoch: 3586 +2023-02-04 18:07:35,039 32k INFO ====> Epoch: 3587 +2023-02-04 18:07:38,824 32k INFO ====> Epoch: 3588 +2023-02-04 18:07:42,592 32k INFO ====> Epoch: 3589 +2023-02-04 18:07:46,310 32k INFO ====> Epoch: 3590 +2023-02-04 18:07:50,108 32k INFO ====> Epoch: 3591 +2023-02-04 18:07:53,880 32k INFO ====> Epoch: 3592 +2023-02-04 18:07:57,631 32k INFO ====> Epoch: 3593 +2023-02-04 18:08:01,391 32k INFO ====> Epoch: 3594 +2023-02-04 18:08:05,138 32k INFO ====> Epoch: 3595 +2023-02-04 18:08:08,862 32k INFO ====> Epoch: 3596 +2023-02-04 18:08:12,719 32k INFO ====> Epoch: 3597 +2023-02-04 18:08:16,459 32k INFO ====> Epoch: 3598 +2023-02-04 18:08:20,268 32k INFO ====> Epoch: 3599 +2023-02-04 18:08:24,014 32k INFO ====> Epoch: 3600 +2023-02-04 18:08:27,812 32k INFO ====> Epoch: 3601 +2023-02-04 18:08:31,573 32k INFO ====> Epoch: 3602 +2023-02-04 18:08:35,347 32k INFO ====> Epoch: 3603 +2023-02-04 18:08:39,112 32k INFO ====> Epoch: 3604 +2023-02-04 18:08:42,841 32k INFO ====> Epoch: 3605 +2023-02-04 18:08:46,568 32k INFO ====> Epoch: 3606 +2023-02-04 18:08:50,273 32k INFO ====> Epoch: 3607 +2023-02-04 18:08:54,040 32k INFO ====> Epoch: 3608 +2023-02-04 18:08:57,814 32k INFO ====> Epoch: 3609 +2023-02-04 18:09:01,549 32k INFO ====> Epoch: 3610 +2023-02-04 18:09:05,322 32k INFO ====> Epoch: 3611 +2023-02-04 18:09:09,100 32k INFO ====> Epoch: 3612 +2023-02-04 18:09:12,829 32k INFO ====> Epoch: 3613 +2023-02-04 18:09:16,553 32k INFO ====> Epoch: 3614 +2023-02-04 18:09:20,263 32k INFO ====> Epoch: 3615 +2023-02-04 18:09:24,006 32k INFO ====> Epoch: 3616 +2023-02-04 18:09:27,753 32k INFO ====> Epoch: 3617 +2023-02-04 18:09:31,501 32k INFO ====> Epoch: 3618 +2023-02-04 18:09:35,303 32k INFO ====> Epoch: 3619 +2023-02-04 18:09:39,067 32k INFO ====> Epoch: 3620 +2023-02-04 18:09:42,844 32k INFO ====> Epoch: 3621 +2023-02-04 18:09:46,645 32k INFO ====> Epoch: 3622 +2023-02-04 18:09:50,393 32k INFO ====> Epoch: 3623 +2023-02-04 18:09:54,147 32k INFO ====> Epoch: 3624 +2023-02-04 18:09:57,962 32k INFO ====> Epoch: 3625 +2023-02-04 18:10:01,734 32k INFO ====> Epoch: 3626 +2023-02-04 18:10:05,506 32k INFO ====> Epoch: 3627 +2023-02-04 18:10:09,277 32k INFO ====> Epoch: 3628 +2023-02-04 18:10:13,081 32k INFO ====> Epoch: 3629 +2023-02-04 18:10:16,825 32k INFO ====> Epoch: 3630 +2023-02-04 18:10:20,581 32k INFO ====> Epoch: 3631 +2023-02-04 18:10:24,304 32k INFO ====> Epoch: 3632 +2023-02-04 18:10:28,028 32k INFO ====> Epoch: 3633 +2023-02-04 18:10:31,796 32k INFO ====> Epoch: 3634 +2023-02-04 18:10:35,528 32k INFO ====> Epoch: 3635 +2023-02-04 18:10:39,282 32k INFO ====> Epoch: 3636 +2023-02-04 18:10:43,048 32k INFO ====> Epoch: 3637 +2023-02-04 18:10:46,851 32k INFO ====> Epoch: 3638 +2023-02-04 18:10:50,594 32k INFO ====> Epoch: 3639 +2023-02-04 18:10:54,292 32k INFO ====> Epoch: 3640 +2023-02-04 18:10:58,006 32k INFO ====> Epoch: 3641 +2023-02-04 18:11:01,763 32k INFO ====> Epoch: 3642 +2023-02-04 18:11:05,487 32k INFO ====> Epoch: 3643 +2023-02-04 18:11:09,234 32k INFO ====> Epoch: 3644 +2023-02-04 18:11:13,008 32k INFO ====> Epoch: 3645 +2023-02-04 18:11:16,813 32k INFO ====> Epoch: 3646 +2023-02-04 18:11:20,558 32k INFO ====> Epoch: 3647 +2023-02-04 18:11:24,277 32k INFO ====> Epoch: 3648 +2023-02-04 18:11:28,008 32k INFO ====> Epoch: 3649 +2023-02-04 18:11:31,776 32k INFO ====> Epoch: 3650 +2023-02-04 18:11:35,515 32k INFO ====> Epoch: 3651 +2023-02-04 18:11:39,215 32k INFO ====> Epoch: 3652 +2023-02-04 18:11:42,985 32k INFO ====> Epoch: 3653 +2023-02-04 18:11:46,748 32k INFO ====> Epoch: 3654 +2023-02-04 18:11:50,494 32k INFO ====> Epoch: 3655 +2023-02-04 18:11:54,282 32k INFO ====> Epoch: 3656 +2023-02-04 18:11:58,008 32k INFO ====> Epoch: 3657 +2023-02-04 18:12:01,806 32k INFO ====> Epoch: 3658 +2023-02-04 18:12:05,560 32k INFO ====> Epoch: 3659 +2023-02-04 18:12:09,324 32k INFO ====> Epoch: 3660 +2023-02-04 18:12:13,050 32k INFO ====> Epoch: 3661 +2023-02-04 18:12:16,827 32k INFO ====> Epoch: 3662 +2023-02-04 18:12:20,576 32k INFO ====> Epoch: 3663 +2023-02-04 18:12:24,390 32k INFO ====> Epoch: 3664 +2023-02-04 18:12:28,159 32k INFO ====> Epoch: 3665 +2023-02-04 18:12:31,930 32k INFO ====> Epoch: 3666 +2023-02-04 18:12:35,685 32k INFO ====> Epoch: 3667 +2023-02-04 18:12:39,417 32k INFO ====> Epoch: 3668 +2023-02-04 18:12:43,156 32k INFO ====> Epoch: 3669 +2023-02-04 18:12:46,930 32k INFO ====> Epoch: 3670 +2023-02-04 18:12:50,730 32k INFO ====> Epoch: 3671 +2023-02-04 18:12:54,449 32k INFO ====> Epoch: 3672 +2023-02-04 18:12:58,230 32k INFO ====> Epoch: 3673 +2023-02-04 18:13:01,981 32k INFO ====> Epoch: 3674 +2023-02-04 18:13:05,785 32k INFO ====> Epoch: 3675 +2023-02-04 18:13:09,505 32k INFO ====> Epoch: 3676 +2023-02-04 18:13:13,193 32k INFO ====> Epoch: 3677 +2023-02-04 18:13:16,975 32k INFO ====> Epoch: 3678 +2023-02-04 18:13:20,765 32k INFO ====> Epoch: 3679 +2023-02-04 18:13:24,517 32k INFO ====> Epoch: 3680 +2023-02-04 18:13:28,270 32k INFO ====> Epoch: 3681 +2023-02-04 18:13:32,033 32k INFO ====> Epoch: 3682 +2023-02-04 18:13:35,843 32k INFO ====> Epoch: 3683 +2023-02-04 18:13:39,616 32k INFO ====> Epoch: 3684 +2023-02-04 18:13:43,428 32k INFO ====> Epoch: 3685 +2023-02-04 18:13:47,203 32k INFO ====> Epoch: 3686 +2023-02-04 18:13:50,989 32k INFO ====> Epoch: 3687 +2023-02-04 18:13:54,747 32k INFO ====> Epoch: 3688 +2023-02-04 18:13:58,487 32k INFO ====> Epoch: 3689 +2023-02-04 18:14:02,292 32k INFO ====> Epoch: 3690 +2023-02-04 18:14:06,053 32k INFO ====> Epoch: 3691 +2023-02-04 18:14:09,852 32k INFO ====> Epoch: 3692 +2023-02-04 18:14:13,598 32k INFO ====> Epoch: 3693 +2023-02-04 18:14:17,361 32k INFO ====> Epoch: 3694 +2023-02-04 18:14:21,136 32k INFO ====> Epoch: 3695 +2023-02-04 18:14:24,875 32k INFO ====> Epoch: 3696 +2023-02-04 18:14:28,646 32k INFO ====> Epoch: 3697 +2023-02-04 18:14:32,383 32k INFO ====> Epoch: 3698 +2023-02-04 18:14:36,145 32k INFO ====> Epoch: 3699 +2023-02-04 18:14:39,905 32k INFO ====> Epoch: 3700 +2023-02-04 18:14:43,686 32k INFO ====> Epoch: 3701 +2023-02-04 18:14:47,423 32k INFO ====> Epoch: 3702 +2023-02-04 18:14:51,149 32k INFO ====> Epoch: 3703 +2023-02-04 18:14:54,912 32k INFO ====> Epoch: 3704 +2023-02-04 18:14:58,641 32k INFO ====> Epoch: 3705 +2023-02-04 18:15:02,415 32k INFO ====> Epoch: 3706 +2023-02-04 18:15:06,147 32k INFO ====> Epoch: 3707 +2023-02-04 18:15:09,946 32k INFO ====> Epoch: 3708 +2023-02-04 18:15:13,767 32k INFO ====> Epoch: 3709 +2023-02-04 18:15:17,505 32k INFO ====> Epoch: 3710 +2023-02-04 18:15:21,257 32k INFO ====> Epoch: 3711 +2023-02-04 18:15:24,995 32k INFO ====> Epoch: 3712 +2023-02-04 18:15:28,735 32k INFO ====> Epoch: 3713 +2023-02-04 18:15:32,467 32k INFO ====> Epoch: 3714 +2023-02-04 18:15:36,202 32k INFO ====> Epoch: 3715 +2023-02-04 18:15:39,945 32k INFO ====> Epoch: 3716 +2023-02-04 18:15:44,110 32k INFO ====> Epoch: 3717 +2023-02-04 18:15:51,081 32k INFO ====> Epoch: 3718 +2023-02-04 18:15:56,323 32k INFO ====> Epoch: 3719 +2023-02-04 18:16:03,183 32k INFO ====> Epoch: 3720 +2023-02-04 18:16:08,327 32k INFO ====> Epoch: 3721 +2023-02-04 18:16:13,314 32k INFO ====> Epoch: 3722 +2023-02-04 18:16:17,867 32k INFO ====> Epoch: 3723 +2023-02-04 18:16:21,901 32k INFO ====> Epoch: 3724 +2023-02-04 18:16:27,381 32k INFO ====> Epoch: 3725 +2023-02-04 18:16:36,482 32k INFO ====> Epoch: 3726 +2023-02-04 18:16:42,120 32k INFO ====> Epoch: 3727 +2023-02-04 18:16:49,297 32k INFO ====> Epoch: 3728 +2023-02-04 18:16:55,769 32k INFO ====> Epoch: 3729 +2023-02-04 18:17:03,697 32k INFO ====> Epoch: 3730 +2023-02-04 18:17:09,629 32k INFO ====> Epoch: 3731 +2023-02-04 18:17:13,558 32k INFO ====> Epoch: 3732 +2023-02-04 18:17:22,290 32k INFO ====> Epoch: 3733 +2023-02-04 18:17:29,554 32k INFO ====> Epoch: 3734 +2023-02-04 18:17:38,151 32k INFO ====> Epoch: 3735 +2023-02-04 18:17:42,039 32k INFO ====> Epoch: 3736 +2023-02-04 18:17:47,454 32k INFO ====> Epoch: 3737 +2023-02-04 18:17:51,768 32k INFO ====> Epoch: 3738 +2023-02-04 18:18:00,692 32k INFO ====> Epoch: 3739 +2023-02-04 18:18:05,845 32k INFO ====> Epoch: 3740 +2023-02-04 18:18:10,158 32k INFO ====> Epoch: 3741 +2023-02-04 18:18:14,359 32k INFO ====> Epoch: 3742 +2023-02-04 18:18:20,552 32k INFO ====> Epoch: 3743 +2023-02-04 18:18:27,352 32k INFO ====> Epoch: 3744 +2023-02-04 18:18:33,294 32k INFO ====> Epoch: 3745 +2023-02-04 18:18:40,274 32k INFO ====> Epoch: 3746 +2023-02-04 18:18:45,590 32k INFO ====> Epoch: 3747 +2023-02-04 18:18:53,275 32k INFO ====> Epoch: 3748 +2023-02-04 18:19:01,932 32k INFO ====> Epoch: 3749 +2023-02-04 18:19:08,478 32k INFO ====> Epoch: 3750 +2023-02-04 18:19:15,053 32k INFO ====> Epoch: 3751 +2023-02-04 18:19:21,101 32k INFO ====> Epoch: 3752 +2023-02-04 18:19:26,994 32k INFO ====> Epoch: 3753 +2023-02-04 18:19:31,518 32k INFO ====> Epoch: 3754 +2023-02-04 18:19:38,517 32k INFO ====> Epoch: 3755 +2023-02-04 18:19:42,884 32k INFO ====> Epoch: 3756 +2023-02-04 18:19:46,856 32k INFO ====> Epoch: 3757 +2023-02-04 18:19:50,824 32k INFO ====> Epoch: 3758 +2023-02-04 18:19:54,644 32k INFO ====> Epoch: 3759 +2023-02-04 18:19:58,498 32k INFO ====> Epoch: 3760 +2023-02-04 18:20:02,250 32k INFO ====> Epoch: 3761 +2023-02-04 18:20:05,999 32k INFO ====> Epoch: 3762 +2023-02-04 18:20:09,802 32k INFO ====> Epoch: 3763 +2023-02-04 18:20:13,565 32k INFO ====> Epoch: 3764 +2023-02-04 18:20:17,289 32k INFO ====> Epoch: 3765 +2023-02-04 18:20:21,063 32k INFO ====> Epoch: 3766 +2023-02-04 18:20:24,877 32k INFO ====> Epoch: 3767 +2023-02-04 18:20:28,679 32k INFO ====> Epoch: 3768 +2023-02-04 18:20:32,416 32k INFO ====> Epoch: 3769 +2023-02-04 18:20:36,163 32k INFO ====> Epoch: 3770 +2023-02-04 18:20:39,993 32k INFO ====> Epoch: 3771 +2023-02-04 18:20:43,807 32k INFO ====> Epoch: 3772 +2023-02-04 18:20:47,572 32k INFO ====> Epoch: 3773 +2023-02-04 18:20:51,329 32k INFO ====> Epoch: 3774 +2023-02-04 18:20:55,135 32k INFO ====> Epoch: 3775 +2023-02-04 18:20:58,919 32k INFO ====> Epoch: 3776 +2023-02-04 18:21:02,692 32k INFO ====> Epoch: 3777 +2023-02-04 18:21:06,426 32k INFO ====> Epoch: 3778 +2023-02-04 18:21:10,197 32k INFO ====> Epoch: 3779 +2023-02-04 18:21:13,946 32k INFO ====> Epoch: 3780 +2023-02-04 18:21:17,677 32k INFO ====> Epoch: 3781 +2023-02-04 18:21:21,402 32k INFO ====> Epoch: 3782 +2023-02-04 18:21:25,184 32k INFO ====> Epoch: 3783 +2023-02-04 18:21:28,995 32k INFO ====> Epoch: 3784 +2023-02-04 18:21:32,815 32k INFO ====> Epoch: 3785 +2023-02-04 18:21:36,585 32k INFO ====> Epoch: 3786 +2023-02-04 18:21:40,368 32k INFO ====> Epoch: 3787 +2023-02-04 18:21:44,122 32k INFO ====> Epoch: 3788 +2023-02-04 18:21:47,899 32k INFO ====> Epoch: 3789 +2023-02-04 18:21:51,666 32k INFO ====> Epoch: 3790 +2023-02-04 18:21:55,418 32k INFO ====> Epoch: 3791 +2023-02-04 18:21:59,157 32k INFO ====> Epoch: 3792 +2023-02-04 18:22:02,910 32k INFO ====> Epoch: 3793 +2023-02-04 18:22:06,708 32k INFO ====> Epoch: 3794 +2023-02-04 18:22:10,420 32k INFO ====> Epoch: 3795 +2023-02-04 18:22:14,187 32k INFO ====> Epoch: 3796 +2023-02-04 18:22:17,945 32k INFO ====> Epoch: 3797 +2023-02-04 18:22:21,703 32k INFO ====> Epoch: 3798 +2023-02-04 18:22:25,445 32k INFO ====> Epoch: 3799 +2023-02-04 18:22:29,176 32k INFO ====> Epoch: 3800 +2023-02-04 18:22:32,971 32k INFO ====> Epoch: 3801 +2023-02-04 18:22:36,767 32k INFO ====> Epoch: 3802 +2023-02-04 18:22:40,548 32k INFO ====> Epoch: 3803 +2023-02-04 18:22:44,302 32k INFO ====> Epoch: 3804 +2023-02-04 18:22:48,146 32k INFO ====> Epoch: 3805 +2023-02-04 18:22:51,917 32k INFO ====> Epoch: 3806 +2023-02-04 18:22:55,700 32k INFO ====> Epoch: 3807 +2023-02-04 18:22:59,416 32k INFO ====> Epoch: 3808 +2023-02-04 18:23:03,157 32k INFO ====> Epoch: 3809 +2023-02-04 18:23:06,999 32k INFO ====> Epoch: 3810 +2023-02-04 18:23:10,774 32k INFO ====> Epoch: 3811 +2023-02-04 18:23:14,507 32k INFO ====> Epoch: 3812 +2023-02-04 18:23:18,220 32k INFO ====> Epoch: 3813 +2023-02-04 18:23:21,945 32k INFO ====> Epoch: 3814 +2023-02-04 18:23:25,697 32k INFO ====> Epoch: 3815 +2023-02-04 18:23:29,507 32k INFO ====> Epoch: 3816 +2023-02-04 18:23:33,237 32k INFO ====> Epoch: 3817 +2023-02-04 18:23:37,097 32k INFO ====> Epoch: 3818 +2023-02-04 18:23:40,853 32k INFO ====> Epoch: 3819 +2023-02-04 18:23:44,641 32k INFO ====> Epoch: 3820 +2023-02-04 18:23:48,415 32k INFO ====> Epoch: 3821 +2023-02-04 18:23:52,228 32k INFO ====> Epoch: 3822 +2023-02-04 18:23:56,022 32k INFO ====> Epoch: 3823 +2023-02-04 18:23:59,808 32k INFO ====> Epoch: 3824 +2023-02-04 18:24:03,561 32k INFO ====> Epoch: 3825 +2023-02-04 18:24:07,266 32k INFO ====> Epoch: 3826 +2023-02-04 18:24:11,005 32k INFO ====> Epoch: 3827 +2023-02-04 18:24:14,830 32k INFO ====> Epoch: 3828 +2023-02-04 18:24:18,565 32k INFO ====> Epoch: 3829 +2023-02-04 18:24:22,388 32k INFO ====> Epoch: 3830 +2023-02-04 18:24:26,144 32k INFO ====> Epoch: 3831 +2023-02-04 18:24:29,870 32k INFO ====> Epoch: 3832 +2023-02-04 18:24:33,608 32k INFO ====> Epoch: 3833 +2023-02-04 18:24:37,347 32k INFO ====> Epoch: 3834 +2023-02-04 18:24:41,086 32k INFO ====> Epoch: 3835 +2023-02-04 18:24:44,836 32k INFO ====> Epoch: 3836 +2023-02-04 18:24:48,561 32k INFO ====> Epoch: 3837 +2023-02-04 18:24:52,323 32k INFO ====> Epoch: 3838 +2023-02-04 18:24:56,074 32k INFO ====> Epoch: 3839 +2023-02-04 18:24:59,870 32k INFO ====> Epoch: 3840 +2023-02-04 18:25:03,691 32k INFO ====> Epoch: 3841 +2023-02-04 18:25:07,414 32k INFO ====> Epoch: 3842 +2023-02-04 18:25:11,173 32k INFO ====> Epoch: 3843 +2023-02-04 18:25:14,934 32k INFO ====> Epoch: 3844 +2023-02-04 18:25:18,764 32k INFO ====> Epoch: 3845 +2023-02-04 18:25:22,497 32k INFO ====> Epoch: 3846 +2023-02-04 18:25:26,224 32k INFO ====> Epoch: 3847 +2023-02-04 18:25:29,996 32k INFO ====> Epoch: 3848 +2023-02-04 18:25:33,819 32k INFO ====> Epoch: 3849 +2023-02-04 18:25:37,563 32k INFO ====> Epoch: 3850 +2023-02-04 18:25:41,293 32k INFO ====> Epoch: 3851 +2023-02-04 18:25:45,033 32k INFO ====> Epoch: 3852 +2023-02-04 18:25:48,842 32k INFO ====> Epoch: 3853 +2023-02-04 18:25:52,587 32k INFO ====> Epoch: 3854 +2023-02-04 18:25:56,338 32k INFO ====> Epoch: 3855 +2023-02-04 18:26:00,113 32k INFO ====> Epoch: 3856 +2023-02-04 18:26:03,886 32k INFO ====> Epoch: 3857 +2023-02-04 18:26:07,704 32k INFO ====> Epoch: 3858 +2023-02-04 18:26:11,480 32k INFO ====> Epoch: 3859 +2023-02-04 18:26:15,218 32k INFO ====> Epoch: 3860 +2023-02-04 18:26:18,938 32k INFO ====> Epoch: 3861 +2023-02-04 18:26:22,664 32k INFO ====> Epoch: 3862 +2023-02-04 18:26:26,380 32k INFO ====> Epoch: 3863 +2023-02-04 18:26:30,136 32k INFO ====> Epoch: 3864 +2023-02-04 18:26:33,884 32k INFO ====> Epoch: 3865 +2023-02-04 18:26:37,632 32k INFO ====> Epoch: 3866 +2023-02-04 18:26:41,367 32k INFO ====> Epoch: 3867 +2023-02-04 18:26:45,163 32k INFO ====> Epoch: 3868 +2023-02-04 18:26:48,929 32k INFO ====> Epoch: 3869 +2023-02-04 18:26:52,733 32k INFO ====> Epoch: 3870 +2023-02-04 18:26:56,461 32k INFO ====> Epoch: 3871 +2023-02-04 18:27:00,236 32k INFO ====> Epoch: 3872 +2023-02-04 18:27:04,076 32k INFO ====> Epoch: 3873 +2023-02-04 18:27:07,878 32k INFO ====> Epoch: 3874 +2023-02-04 18:27:11,666 32k INFO ====> Epoch: 3875 +2023-02-04 18:27:15,516 32k INFO ====> Epoch: 3876 +2023-02-04 18:27:19,271 32k INFO ====> Epoch: 3877 +2023-02-04 18:27:23,017 32k INFO ====> Epoch: 3878 +2023-02-04 18:27:26,782 32k INFO ====> Epoch: 3879 +2023-02-04 18:27:30,551 32k INFO ====> Epoch: 3880 +2023-02-04 18:27:34,310 32k INFO ====> Epoch: 3881 +2023-02-04 18:27:38,070 32k INFO ====> Epoch: 3882 +2023-02-04 18:27:41,831 32k INFO ====> Epoch: 3883 +2023-02-04 18:27:45,597 32k INFO ====> Epoch: 3884 +2023-02-04 18:27:49,412 32k INFO ====> Epoch: 3885 +2023-02-04 18:27:53,133 32k INFO ====> Epoch: 3886 +2023-02-04 18:27:56,878 32k INFO ====> Epoch: 3887 +2023-02-04 18:28:00,645 32k INFO ====> Epoch: 3888 +2023-02-04 18:28:04,361 32k INFO ====> Epoch: 3889 +2023-02-04 18:28:08,089 32k INFO ====> Epoch: 3890 +2023-02-04 18:28:11,864 32k INFO ====> Epoch: 3891 +2023-02-04 18:28:15,650 32k INFO ====> Epoch: 3892 +2023-02-04 18:28:19,466 32k INFO ====> Epoch: 3893 +2023-02-04 18:28:23,215 32k INFO ====> Epoch: 3894 +2023-02-04 18:28:26,999 32k INFO ====> Epoch: 3895 +2023-02-04 18:28:30,796 32k INFO ====> Epoch: 3896 +2023-02-04 18:28:34,527 32k INFO ====> Epoch: 3897 +2023-02-04 18:28:38,270 32k INFO ====> Epoch: 3898 +2023-02-04 18:28:42,011 32k INFO ====> Epoch: 3899 +2023-02-04 18:28:45,811 32k INFO ====> Epoch: 3900 +2023-02-04 18:28:49,576 32k INFO ====> Epoch: 3901 +2023-02-04 18:28:53,312 32k INFO ====> Epoch: 3902 +2023-02-04 18:28:57,051 32k INFO ====> Epoch: 3903 +2023-02-04 18:29:00,813 32k INFO ====> Epoch: 3904 +2023-02-04 18:29:04,608 32k INFO ====> Epoch: 3905 +2023-02-04 18:29:08,381 32k INFO ====> Epoch: 3906 +2023-02-04 18:29:12,104 32k INFO ====> Epoch: 3907 +2023-02-04 18:29:15,898 32k INFO ====> Epoch: 3908 +2023-02-04 18:29:19,627 32k INFO ====> Epoch: 3909 +2023-02-04 18:29:23,411 32k INFO ====> Epoch: 3910 +2023-02-04 18:29:27,198 32k INFO ====> Epoch: 3911 +2023-02-04 18:29:31,025 32k INFO ====> Epoch: 3912 +2023-02-04 18:29:34,805 32k INFO ====> Epoch: 3913 +2023-02-04 18:29:38,534 32k INFO ====> Epoch: 3914 +2023-02-04 18:29:42,239 32k INFO ====> Epoch: 3915 +2023-02-04 18:29:46,002 32k INFO ====> Epoch: 3916 +2023-02-04 18:29:49,793 32k INFO ====> Epoch: 3917 +2023-02-04 18:29:53,570 32k INFO ====> Epoch: 3918 +2023-02-04 18:29:57,303 32k INFO ====> Epoch: 3919 +2023-02-04 18:30:01,082 32k INFO ====> Epoch: 3920 +2023-02-04 18:30:04,862 32k INFO ====> Epoch: 3921 +2023-02-04 18:30:08,606 32k INFO ====> Epoch: 3922 +2023-02-04 18:30:12,363 32k INFO ====> Epoch: 3923 +2023-02-04 18:30:16,124 32k INFO ====> Epoch: 3924 +2023-02-04 18:30:19,942 32k INFO ====> Epoch: 3925 +2023-02-04 18:30:23,704 32k INFO ====> Epoch: 3926 +2023-02-04 18:30:27,445 32k INFO ====> Epoch: 3927 +2023-02-04 18:30:31,198 32k INFO ====> Epoch: 3928 +2023-02-04 18:30:34,995 32k INFO ====> Epoch: 3929 +2023-02-04 18:30:38,833 32k INFO ====> Epoch: 3930 +2023-02-04 18:30:42,590 32k INFO ====> Epoch: 3931 +2023-02-04 18:30:46,360 32k INFO ====> Epoch: 3932 +2023-02-04 18:30:50,151 32k INFO ====> Epoch: 3933 +2023-02-04 18:30:53,924 32k INFO ====> Epoch: 3934 +2023-02-04 18:30:57,672 32k INFO ====> Epoch: 3935 +2023-02-04 18:31:01,417 32k INFO ====> Epoch: 3936 +2023-02-04 18:31:05,142 32k INFO ====> Epoch: 3937 +2023-02-04 18:31:08,957 32k INFO ====> Epoch: 3938 +2023-02-04 18:31:12,711 32k INFO ====> Epoch: 3939 +2023-02-04 18:31:16,426 32k INFO ====> Epoch: 3940 +2023-02-04 18:31:20,160 32k INFO ====> Epoch: 3941 +2023-02-04 18:31:23,925 32k INFO ====> Epoch: 3942 +2023-02-04 18:31:27,690 32k INFO ====> Epoch: 3943 +2023-02-04 18:31:31,482 32k INFO ====> Epoch: 3944 +2023-02-04 18:31:35,241 32k INFO ====> Epoch: 3945 +2023-02-04 18:31:39,072 32k INFO ====> Epoch: 3946 +2023-02-04 18:31:42,889 32k INFO ====> Epoch: 3947 +2023-02-04 18:31:46,662 32k INFO ====> Epoch: 3948 +2023-02-04 18:31:50,431 32k INFO ====> Epoch: 3949 +2023-02-04 18:31:54,182 32k INFO ====> Epoch: 3950 +2023-02-04 18:31:57,977 32k INFO ====> Epoch: 3951 +2023-02-04 18:32:01,783 32k INFO ====> Epoch: 3952 +2023-02-04 18:32:05,569 32k INFO ====> Epoch: 3953 +2023-02-04 18:32:09,276 32k INFO ====> Epoch: 3954 +2023-02-04 18:32:12,994 32k INFO ====> Epoch: 3955 +2023-02-04 18:32:16,748 32k INFO ====> Epoch: 3956 +2023-02-04 18:32:20,542 32k INFO ====> Epoch: 3957 +2023-02-04 18:32:24,240 32k INFO ====> Epoch: 3958 +2023-02-04 18:32:27,980 32k INFO ====> Epoch: 3959 +2023-02-04 18:32:31,756 32k INFO ====> Epoch: 3960 +2023-02-04 18:32:35,467 32k INFO ====> Epoch: 3961 +2023-02-04 18:32:39,223 32k INFO ====> Epoch: 3962 +2023-02-04 18:32:43,007 32k INFO ====> Epoch: 3963 +2023-02-04 18:32:46,811 32k INFO ====> Epoch: 3964 +2023-02-04 18:32:50,596 32k INFO ====> Epoch: 3965 +2023-02-04 18:32:54,322 32k INFO ====> Epoch: 3966 +2023-02-04 18:32:58,072 32k INFO ====> Epoch: 3967 +2023-02-04 18:33:01,827 32k INFO ====> Epoch: 3968 +2023-02-04 18:33:05,590 32k INFO ====> Epoch: 3969 +2023-02-04 18:33:09,389 32k INFO ====> Epoch: 3970 +2023-02-04 18:33:13,130 32k INFO ====> Epoch: 3971 +2023-02-04 18:33:16,897 32k INFO ====> Epoch: 3972 +2023-02-04 18:33:20,612 32k INFO ====> Epoch: 3973 +2023-02-04 18:33:24,336 32k INFO ====> Epoch: 3974 +2023-02-04 18:33:28,087 32k INFO ====> Epoch: 3975 +2023-02-04 18:33:31,825 32k INFO ====> Epoch: 3976 +2023-02-04 18:33:35,619 32k INFO ====> Epoch: 3977 +2023-02-04 18:33:39,403 32k INFO ====> Epoch: 3978 +2023-02-04 18:33:43,144 32k INFO ====> Epoch: 3979 +2023-02-04 18:33:46,905 32k INFO ====> Epoch: 3980 +2023-02-04 18:33:50,682 32k INFO ====> Epoch: 3981 +2023-02-04 18:33:54,430 32k INFO ====> Epoch: 3982 +2023-02-04 18:33:58,165 32k INFO ====> Epoch: 3983 +2023-02-04 18:34:01,979 32k INFO ====> Epoch: 3984 +2023-02-04 18:34:05,831 32k INFO ====> Epoch: 3985 +2023-02-04 18:34:09,684 32k INFO ====> Epoch: 3986 +2023-02-04 18:34:13,501 32k INFO ====> Epoch: 3987 +2023-02-04 18:34:17,302 32k INFO ====> Epoch: 3988 +2023-02-04 18:34:21,041 32k INFO ====> Epoch: 3989 +2023-02-04 18:34:24,819 32k INFO ====> Epoch: 3990 +2023-02-04 18:34:28,573 32k INFO ====> Epoch: 3991 +2023-02-04 18:34:32,327 32k INFO ====> Epoch: 3992 +2023-02-04 18:34:36,099 32k INFO ====> Epoch: 3993 +2023-02-04 18:34:39,852 32k INFO ====> Epoch: 3994 +2023-02-04 18:34:43,601 32k INFO ====> Epoch: 3995 +2023-02-04 18:34:47,300 32k INFO ====> Epoch: 3996 +2023-02-04 18:34:51,031 32k INFO ====> Epoch: 3997 +2023-02-04 18:34:54,869 32k INFO ====> Epoch: 3998 +2023-02-04 18:34:58,639 32k INFO ====> Epoch: 3999 +2023-02-04 18:35:02,437 32k INFO ====> Epoch: 4000 +2023-02-04 18:35:06,208 32k INFO ====> Epoch: 4001 +2023-02-04 18:35:09,980 32k INFO ====> Epoch: 4002 +2023-02-04 18:35:13,792 32k INFO ====> Epoch: 4003 +2023-02-04 18:35:17,584 32k INFO ====> Epoch: 4004 +2023-02-04 18:35:21,341 32k INFO ====> Epoch: 4005 +2023-02-04 18:35:25,067 32k INFO ====> Epoch: 4006 +2023-02-04 18:35:28,827 32k INFO ====> Epoch: 4007 +2023-02-04 18:35:32,615 32k INFO ====> Epoch: 4008 +2023-02-04 18:35:36,857 32k INFO ====> Epoch: 4009 +2023-02-04 18:35:40,731 32k INFO ====> Epoch: 4010 +2023-02-04 18:35:55,801 32k INFO ====> Epoch: 4011 +2023-02-04 18:47:23,172 32k INFO ====> Epoch: 4012 +2023-02-04 18:47:26,910 32k INFO ====> Epoch: 4013 +2023-02-04 18:47:30,758 32k INFO ====> Epoch: 4014 +2023-02-04 18:47:34,614 32k INFO ====> Epoch: 4015 +2023-02-04 18:47:38,336 32k INFO ====> Epoch: 4016 +2023-02-04 18:47:42,153 32k INFO ====> Epoch: 4017 +2023-02-04 18:47:45,867 32k INFO ====> Epoch: 4018 +2023-02-04 18:47:49,620 32k INFO ====> Epoch: 4019 +2023-02-04 18:47:53,412 32k INFO ====> Epoch: 4020 +2023-02-04 18:47:57,255 32k INFO ====> Epoch: 4021 +2023-02-04 18:48:01,176 32k INFO ====> Epoch: 4022 +2023-02-04 18:48:05,078 32k INFO ====> Epoch: 4023 +2023-02-04 18:48:08,851 32k INFO ====> Epoch: 4024 +2023-02-04 18:48:12,573 32k INFO ====> Epoch: 4025 +2023-02-04 18:48:16,304 32k INFO ====> Epoch: 4026 +2023-02-04 18:48:20,008 32k INFO ====> Epoch: 4027 +2023-02-04 18:48:23,839 32k INFO ====> Epoch: 4028 +2023-02-04 18:48:27,563 32k INFO ====> Epoch: 4029 +2023-02-04 18:48:31,230 32k INFO ====> Epoch: 4030 +2023-02-04 18:48:34,994 32k INFO ====> Epoch: 4031 +2023-02-04 18:48:38,823 32k INFO ====> Epoch: 4032 +2023-02-04 18:48:42,649 32k INFO ====> Epoch: 4033 +2023-02-04 18:48:46,400 32k INFO ====> Epoch: 4034 +2023-02-04 18:48:50,389 32k INFO ====> Epoch: 4035 +2023-02-04 18:48:54,294 32k INFO ====> Epoch: 4036 +2023-02-04 18:48:58,272 32k INFO ====> Epoch: 4037 +2023-02-04 18:49:02,254 32k INFO ====> Epoch: 4038 +2023-02-04 18:49:06,107 32k INFO ====> Epoch: 4039 +2023-02-04 18:49:09,906 32k INFO ====> Epoch: 4040 +2023-02-04 18:49:13,804 32k INFO ====> Epoch: 4041 +2023-02-04 18:49:17,763 32k INFO ====> Epoch: 4042 +2023-02-04 18:49:57,871 32k INFO ====> Epoch: 4043 +2023-02-04 18:50:05,416 32k INFO ====> Epoch: 4044 +2023-02-04 18:50:09,107 32k INFO ====> Epoch: 4045 +2023-02-04 18:50:12,877 32k INFO ====> Epoch: 4046 +2023-02-04 18:50:16,655 32k INFO ====> Epoch: 4047 +2023-02-04 18:50:20,438 32k INFO ====> Epoch: 4048 +2023-02-04 18:50:24,146 32k INFO ====> Epoch: 4049 +2023-02-04 18:50:27,935 32k INFO ====> Epoch: 4050 +2023-02-04 18:50:31,691 32k INFO ====> Epoch: 4051 +2023-02-04 18:50:35,452 32k INFO ====> Epoch: 4052 +2023-02-04 18:50:39,195 32k INFO ====> Epoch: 4053 +2023-02-04 18:50:42,935 32k INFO ====> Epoch: 4054 +2023-02-04 18:50:46,686 32k INFO ====> Epoch: 4055 +2023-02-04 18:50:50,377 32k INFO ====> Epoch: 4056 +2023-02-04 18:50:54,175 32k INFO ====> Epoch: 4057 +2023-02-04 18:50:57,911 32k INFO ====> Epoch: 4058 +2023-02-04 18:51:01,654 32k INFO ====> Epoch: 4059 +2023-02-04 18:51:05,413 32k INFO ====> Epoch: 4060 +2023-02-04 18:51:09,171 32k INFO ====> Epoch: 4061 +2023-02-04 18:51:12,891 32k INFO ====> Epoch: 4062 +2023-02-04 18:51:16,656 32k INFO ====> Epoch: 4063 +2023-02-04 18:51:20,445 32k INFO ====> Epoch: 4064 +2023-02-04 18:51:24,221 32k INFO ====> Epoch: 4065 +2023-02-04 18:51:27,990 32k INFO ====> Epoch: 4066 +2023-02-04 18:51:31,720 32k INFO ====> Epoch: 4067 +2023-02-04 18:51:35,423 32k INFO ====> Epoch: 4068 +2023-02-04 18:51:39,146 32k INFO ====> Epoch: 4069 +2023-02-04 18:51:42,909 32k INFO ====> Epoch: 4070 +2023-02-04 18:51:46,632 32k INFO ====> Epoch: 4071 +2023-02-04 18:51:50,331 32k INFO ====> Epoch: 4072 +2023-02-04 18:51:54,096 32k INFO ====> Epoch: 4073 +2023-02-04 18:51:57,869 32k INFO ====> Epoch: 4074 +2023-02-04 18:52:01,628 32k INFO ====> Epoch: 4075 +2023-02-04 18:52:05,336 32k INFO ====> Epoch: 4076 +2023-02-04 18:52:09,085 32k INFO ====> Epoch: 4077 +2023-02-04 18:52:12,829 32k INFO ====> Epoch: 4078 +2023-02-04 18:52:16,627 32k INFO ====> Epoch: 4079 +2023-02-04 18:52:20,340 32k INFO ====> Epoch: 4080 +2023-02-04 18:52:24,057 32k INFO ====> Epoch: 4081 +2023-02-04 18:52:27,812 32k INFO ====> Epoch: 4082 +2023-02-04 18:52:31,594 32k INFO ====> Epoch: 4083 +2023-02-04 18:52:35,328 32k INFO ====> Epoch: 4084 +2023-02-04 18:52:39,072 32k INFO ====> Epoch: 4085 +2023-02-04 18:52:42,879 32k INFO ====> Epoch: 4086 +2023-02-04 18:52:46,716 32k INFO ====> Epoch: 4087 +2023-02-04 18:52:50,656 32k INFO ====> Epoch: 4088 +2023-02-04 18:52:54,489 32k INFO ====> Epoch: 4089 +2023-02-04 18:52:58,263 32k INFO ====> Epoch: 4090 +2023-02-04 18:53:52,849 32k INFO ====> Epoch: 4091 +2023-02-04 18:53:56,645 32k INFO ====> Epoch: 4092 +2023-02-04 18:54:00,438 32k INFO ====> Epoch: 4093 +2023-02-04 18:54:04,275 32k INFO ====> Epoch: 4094 +2023-02-04 18:54:08,109 32k INFO ====> Epoch: 4095 +2023-02-04 18:54:11,890 32k INFO ====> Epoch: 4096 +2023-02-04 18:54:17,109 32k INFO ====> Epoch: 4097 +2023-02-04 18:54:21,090 32k INFO ====> Epoch: 4098 +2023-02-04 18:54:25,064 32k INFO ====> Epoch: 4099 +2023-02-04 18:54:28,950 32k INFO ====> Epoch: 4100 +2023-02-04 18:54:32,816 32k INFO ====> Epoch: 4101 +2023-02-04 18:54:36,626 32k INFO ====> Epoch: 4102 +2023-02-04 18:54:40,465 32k INFO ====> Epoch: 4103 +2023-02-04 18:54:44,357 32k INFO ====> Epoch: 4104 +2023-02-04 18:54:48,246 32k INFO ====> Epoch: 4105 +2023-02-04 18:54:52,158 32k INFO ====> Epoch: 4106 +2023-02-04 18:54:56,022 32k INFO ====> Epoch: 4107 +2023-02-04 18:54:59,846 32k INFO ====> Epoch: 4108 +2023-02-04 18:55:03,706 32k INFO ====> Epoch: 4109 +2023-02-04 18:55:07,487 32k INFO ====> Epoch: 4110 +2023-02-04 18:55:11,258 32k INFO ====> Epoch: 4111 +2023-02-04 18:55:15,191 32k INFO ====> Epoch: 4112 +2023-02-04 18:55:19,000 32k INFO ====> Epoch: 4113 +2023-02-04 18:55:22,822 32k INFO ====> Epoch: 4114 +2023-02-04 18:55:26,622 32k INFO ====> Epoch: 4115 +2023-02-04 18:55:30,527 32k INFO ====> Epoch: 4116 +2023-02-04 18:55:34,537 32k INFO ====> Epoch: 4117 +2023-02-04 18:55:38,386 32k INFO ====> Epoch: 4118 +2023-02-04 18:55:42,302 32k INFO ====> Epoch: 4119 +2023-02-04 18:55:46,151 32k INFO ====> Epoch: 4120 +2023-02-04 18:55:50,151 32k INFO ====> Epoch: 4121 +2023-02-04 18:55:54,118 32k INFO ====> Epoch: 4122 +2023-02-04 18:55:57,969 32k INFO ====> Epoch: 4123 +2023-02-04 18:56:01,764 32k INFO ====> Epoch: 4124 +2023-02-04 18:56:05,530 32k INFO ====> Epoch: 4125 +2023-02-04 18:56:09,281 32k INFO ====> Epoch: 4126 +2023-02-04 18:56:13,021 32k INFO ====> Epoch: 4127 +2023-02-04 18:56:16,757 32k INFO ====> Epoch: 4128 +2023-02-04 18:56:20,552 32k INFO ====> Epoch: 4129 +2023-02-04 18:56:24,358 32k INFO ====> Epoch: 4130 +2023-02-04 18:56:28,267 32k INFO ====> Epoch: 4131 +2023-02-04 18:56:32,174 32k INFO ====> Epoch: 4132 +2023-02-04 18:56:35,943 32k INFO ====> Epoch: 4133 +2023-02-04 18:56:39,803 32k INFO ====> Epoch: 4134 +2023-02-04 18:56:43,647 32k INFO ====> Epoch: 4135 +2023-02-04 18:56:47,608 32k INFO ====> Epoch: 4136 +2023-02-04 18:56:51,521 32k INFO ====> Epoch: 4137 +2023-02-04 18:56:55,456 32k INFO ====> Epoch: 4138 +2023-02-04 18:56:59,188 32k INFO ====> Epoch: 4139 +2023-02-04 18:57:02,982 32k INFO ====> Epoch: 4140 +2023-02-04 18:57:37,062 32k INFO ====> Epoch: 4141 +2023-02-04 18:57:40,992 32k INFO ====> Epoch: 4142 +2023-02-04 18:57:44,796 32k INFO ====> Epoch: 4143 +2023-02-04 18:57:48,701 32k INFO ====> Epoch: 4144 +2023-02-04 18:57:52,588 32k INFO ====> Epoch: 4145 +2023-02-04 18:57:56,423 32k INFO ====> Epoch: 4146 +2023-02-04 18:58:00,243 32k INFO ====> Epoch: 4147 +2023-02-04 18:58:04,137 32k INFO ====> Epoch: 4148 +2023-02-04 18:58:07,970 32k INFO ====> Epoch: 4149 +2023-02-04 18:58:13,859 32k INFO ====> Epoch: 4150 +2023-02-04 18:58:17,618 32k INFO ====> Epoch: 4151 +2023-02-04 18:58:21,360 32k INFO ====> Epoch: 4152 +2023-02-04 18:58:25,133 32k INFO ====> Epoch: 4153 +2023-02-04 18:58:28,888 32k INFO ====> Epoch: 4154 +2023-02-04 18:58:32,631 32k INFO ====> Epoch: 4155 +2023-02-04 18:58:36,361 32k INFO ====> Epoch: 4156 +2023-02-04 18:58:40,145 32k INFO ====> Epoch: 4157 +2023-02-04 18:58:43,885 32k INFO ====> Epoch: 4158 +2023-02-04 18:58:47,637 32k INFO ====> Epoch: 4159 +2023-02-04 18:58:51,389 32k INFO ====> Epoch: 4160 +2023-02-04 18:58:55,185 32k INFO ====> Epoch: 4161 +2023-02-04 18:58:58,983 32k INFO ====> Epoch: 4162 +2023-02-04 18:59:02,816 32k INFO ====> Epoch: 4163 +2023-02-04 18:59:06,608 32k INFO ====> Epoch: 4164 +2023-02-04 18:59:10,327 32k INFO ====> Epoch: 4165 +2023-02-04 18:59:14,052 32k INFO ====> Epoch: 4166 +2023-02-04 18:59:17,884 32k INFO ====> Epoch: 4167 +2023-02-04 18:59:21,636 32k INFO ====> Epoch: 4168 +2023-02-04 18:59:25,365 32k INFO ====> Epoch: 4169 +2023-02-04 18:59:29,126 32k INFO ====> Epoch: 4170 +2023-02-04 18:59:32,850 32k INFO ====> Epoch: 4171 +2023-02-04 18:59:36,615 32k INFO ====> Epoch: 4172 +2023-02-04 18:59:40,348 32k INFO ====> Epoch: 4173 +2023-02-04 18:59:44,069 32k INFO ====> Epoch: 4174 +2023-02-04 18:59:47,816 32k INFO ====> Epoch: 4175 +2023-02-04 18:59:51,552 32k INFO ====> Epoch: 4176 +2023-02-04 18:59:55,285 32k INFO ====> Epoch: 4177 +2023-02-04 18:59:59,038 32k INFO ====> Epoch: 4178 +2023-02-04 19:00:02,800 32k INFO ====> Epoch: 4179 +2023-02-04 19:00:06,576 32k INFO ====> Epoch: 4180 +2023-02-04 19:00:10,280 32k INFO ====> Epoch: 4181 +2023-02-04 19:00:14,029 32k INFO ====> Epoch: 4182 +2023-02-04 19:00:17,795 32k INFO ====> Epoch: 4183 +2023-02-04 19:00:21,536 32k INFO ====> Epoch: 4184 +2023-02-04 19:00:25,243 32k INFO ====> Epoch: 4185 +2023-02-04 19:00:28,967 32k INFO ====> Epoch: 4186 +2023-02-04 19:00:32,811 32k INFO ====> Epoch: 4187 +2023-02-04 19:00:36,544 32k INFO ====> Epoch: 4188 +2023-02-04 19:00:40,263 32k INFO ====> Epoch: 4189 +2023-02-04 19:00:44,044 32k INFO ====> Epoch: 4190 +2023-02-04 19:00:47,831 32k INFO ====> Epoch: 4191 +2023-02-04 19:00:51,544 32k INFO ====> Epoch: 4192 +2023-02-04 19:00:55,303 32k INFO ====> Epoch: 4193 +2023-02-04 19:00:59,028 32k INFO ====> Epoch: 4194 +2023-02-04 19:01:02,802 32k INFO ====> Epoch: 4195 +2023-02-04 19:01:06,547 32k INFO ====> Epoch: 4196 +2023-02-04 19:01:10,294 32k INFO ====> Epoch: 4197 +2023-02-04 19:01:14,038 32k INFO ====> Epoch: 4198 +2023-02-04 19:01:17,824 32k INFO ====> Epoch: 4199 +2023-02-04 19:01:21,610 32k INFO ====> Epoch: 4200 +2023-02-04 19:01:25,369 32k INFO ====> Epoch: 4201 +2023-02-04 19:01:29,101 32k INFO ====> Epoch: 4202 +2023-02-04 19:01:32,909 32k INFO ====> Epoch: 4203 +2023-02-04 19:01:36,627 32k INFO ====> Epoch: 4204 +2023-02-04 19:01:40,345 32k INFO ====> Epoch: 4205 +2023-02-04 19:01:44,065 32k INFO ====> Epoch: 4206 +2023-02-04 19:01:47,841 32k INFO ====> Epoch: 4207 +2023-02-04 19:01:51,592 32k INFO ====> Epoch: 4208 +2023-02-04 19:01:55,379 32k INFO ====> Epoch: 4209 +2023-02-04 19:01:59,114 32k INFO ====> Epoch: 4210 +2023-02-04 19:02:02,866 32k INFO ====> Epoch: 4211 +2023-02-04 19:02:06,604 32k INFO ====> Epoch: 4212 +2023-02-04 19:02:10,310 32k INFO ====> Epoch: 4213 +2023-02-04 19:02:14,058 32k INFO ====> Epoch: 4214 +2023-02-04 19:02:17,841 32k INFO ====> Epoch: 4215 +2023-02-04 19:02:21,620 32k INFO ====> Epoch: 4216 +2023-02-04 19:02:25,374 32k INFO ====> Epoch: 4217 +2023-02-04 19:02:29,122 32k INFO ====> Epoch: 4218 +2023-02-04 19:02:32,862 32k INFO ====> Epoch: 4219 +2023-02-04 19:02:36,611 32k INFO ====> Epoch: 4220 +2023-02-04 19:02:40,385 32k INFO ====> Epoch: 4221 +2023-02-04 19:02:44,086 32k INFO ====> Epoch: 4222 +2023-02-04 19:02:47,830 32k INFO ====> Epoch: 4223 +2023-02-04 19:02:51,539 32k INFO ====> Epoch: 4224 +2023-02-04 19:02:55,293 32k INFO ====> Epoch: 4225 +2023-02-04 19:02:59,015 32k INFO ====> Epoch: 4226 +2023-02-04 19:03:02,754 32k INFO ====> Epoch: 4227 +2023-02-04 19:03:06,437 32k INFO ====> Epoch: 4228 +2023-02-04 19:03:10,145 32k INFO ====> Epoch: 4229 +2023-02-04 19:03:13,904 32k INFO ====> Epoch: 4230 +2023-02-04 19:03:17,634 32k INFO ====> Epoch: 4231 +2023-02-04 19:03:21,382 32k INFO ====> Epoch: 4232 +2023-02-04 19:03:25,217 32k INFO ====> Epoch: 4233 +2023-02-04 19:03:29,022 32k INFO ====> Epoch: 4234 +2023-02-04 19:03:32,806 32k INFO ====> Epoch: 4235 +2023-02-04 19:03:36,510 32k INFO ====> Epoch: 4236 +2023-02-04 19:03:40,264 32k INFO ====> Epoch: 4237 +2023-02-04 19:03:43,979 32k INFO ====> Epoch: 4238 +2023-02-04 19:03:47,735 32k INFO ====> Epoch: 4239 +2023-02-04 19:03:51,566 32k INFO ====> Epoch: 4240 +2023-02-04 19:03:55,307 32k INFO ====> Epoch: 4241 +2023-02-04 19:03:59,017 32k INFO ====> Epoch: 4242 +2023-02-04 19:04:02,799 32k INFO ====> Epoch: 4243 +2023-02-04 19:04:06,565 32k INFO ====> Epoch: 4244 +2023-02-04 19:04:10,264 32k INFO ====> Epoch: 4245 +2023-02-04 19:04:13,991 32k INFO ====> Epoch: 4246 +2023-02-04 19:04:17,715 32k INFO ====> Epoch: 4247 +2023-02-04 19:04:21,418 32k INFO ====> Epoch: 4248 +2023-02-04 19:04:25,144 32k INFO ====> Epoch: 4249 +2023-02-04 19:04:28,897 32k INFO ====> Epoch: 4250 +2023-02-04 19:04:32,698 32k INFO ====> Epoch: 4251 +2023-02-04 19:04:36,487 32k INFO ====> Epoch: 4252 +2023-02-04 19:04:40,232 32k INFO ====> Epoch: 4253 +2023-02-04 19:04:43,998 32k INFO ====> Epoch: 4254 +2023-02-04 19:04:47,717 32k INFO ====> Epoch: 4255 +2023-02-04 19:04:51,451 32k INFO ====> Epoch: 4256 +2023-02-04 19:04:55,151 32k INFO ====> Epoch: 4257 +2023-02-04 19:04:58,895 32k INFO ====> Epoch: 4258 +2023-02-04 19:05:02,635 32k INFO ====> Epoch: 4259 +2023-02-04 19:05:06,363 32k INFO ====> Epoch: 4260 +2023-02-04 19:05:10,079 32k INFO ====> Epoch: 4261 +2023-02-04 19:05:13,839 32k INFO ====> Epoch: 4262 +2023-02-04 19:05:17,594 32k INFO ====> Epoch: 4263 +2023-02-04 19:05:21,277 32k INFO ====> Epoch: 4264 +2023-02-04 19:05:25,032 32k INFO ====> Epoch: 4265 +2023-02-04 19:05:28,809 32k INFO ====> Epoch: 4266 +2023-02-04 19:05:32,568 32k INFO ====> Epoch: 4267 +2023-02-04 19:05:36,252 32k INFO ====> Epoch: 4268 +2023-02-04 19:05:40,054 32k INFO ====> Epoch: 4269 +2023-02-04 19:05:43,833 32k INFO ====> Epoch: 4270 +2023-02-04 19:05:47,628 32k INFO ====> Epoch: 4271 +2023-02-04 19:05:51,379 32k INFO ====> Epoch: 4272 +2023-02-04 19:05:55,089 32k INFO ====> Epoch: 4273 +2023-02-04 19:05:58,847 32k INFO ====> Epoch: 4274 +2023-02-04 19:06:02,578 32k INFO ====> Epoch: 4275 +2023-02-04 19:06:06,280 32k INFO ====> Epoch: 4276 +2023-02-04 19:06:10,035 32k INFO ====> Epoch: 4277 +2023-02-04 19:06:13,814 32k INFO ====> Epoch: 4278 +2023-02-04 19:06:17,529 32k INFO ====> Epoch: 4279 +2023-02-04 19:06:21,268 32k INFO ====> Epoch: 4280 +2023-02-04 19:06:24,995 32k INFO ====> Epoch: 4281 +2023-02-04 19:06:28,722 32k INFO ====> Epoch: 4282 +2023-02-04 19:06:32,453 32k INFO ====> Epoch: 4283 +2023-02-04 19:06:36,159 32k INFO ====> Epoch: 4284 +2023-02-04 19:06:39,897 32k INFO ====> Epoch: 4285 +2023-02-04 19:06:43,643 32k INFO ====> Epoch: 4286 +2023-02-04 19:06:47,412 32k INFO ====> Epoch: 4287 +2023-02-04 19:06:51,190 32k INFO ====> Epoch: 4288 +2023-02-04 19:06:54,989 32k INFO ====> Epoch: 4289 +2023-02-04 19:06:58,761 32k INFO ====> Epoch: 4290 +2023-02-04 19:07:02,511 32k INFO ====> Epoch: 4291 +2023-02-04 19:07:06,248 32k INFO ====> Epoch: 4292 +2023-02-04 19:07:10,042 32k INFO ====> Epoch: 4293 +2023-02-04 19:07:13,813 32k INFO ====> Epoch: 4294 +2023-02-04 19:07:17,565 32k INFO ====> Epoch: 4295 +2023-02-04 19:07:21,295 32k INFO ====> Epoch: 4296 +2023-02-04 19:07:25,014 32k INFO ====> Epoch: 4297 +2023-02-04 19:07:28,799 32k INFO ====> Epoch: 4298 +2023-02-04 19:07:32,538 32k INFO ====> Epoch: 4299 +2023-02-04 19:07:36,244 32k INFO ====> Epoch: 4300 +2023-02-04 19:07:40,003 32k INFO ====> Epoch: 4301 +2023-02-04 19:07:43,784 32k INFO ====> Epoch: 4302 +2023-02-04 19:07:47,510 32k INFO ====> Epoch: 4303 +2023-02-04 19:07:51,232 32k INFO ====> Epoch: 4304 +2023-02-04 19:07:55,032 32k INFO ====> Epoch: 4305 +2023-02-04 19:07:58,810 32k INFO ====> Epoch: 4306 +2023-02-04 19:08:02,615 32k INFO ====> Epoch: 4307 +2023-02-04 19:08:06,398 32k INFO ====> Epoch: 4308 +2023-02-04 19:08:10,128 32k INFO ====> Epoch: 4309 +2023-02-04 19:08:13,865 32k INFO ====> Epoch: 4310 +2023-02-04 19:08:17,614 32k INFO ====> Epoch: 4311 +2023-02-04 19:08:21,361 32k INFO ====> Epoch: 4312 +2023-02-04 19:08:25,056 32k INFO ====> Epoch: 4313 +2023-02-04 19:08:28,802 32k INFO ====> Epoch: 4314 +2023-02-04 19:08:32,550 32k INFO ====> Epoch: 4315 +2023-02-04 19:08:36,377 32k INFO ====> Epoch: 4316 +2023-02-04 19:08:40,088 32k INFO ====> Epoch: 4317 +2023-02-04 19:08:43,841 32k INFO ====> Epoch: 4318 +2023-02-04 19:08:47,614 32k INFO ====> Epoch: 4319 +2023-02-04 19:08:51,347 32k INFO ====> Epoch: 4320 +2023-02-04 19:08:55,065 32k INFO ====> Epoch: 4321 +2023-02-04 19:08:58,827 32k INFO ====> Epoch: 4322 +2023-02-04 19:09:02,593 32k INFO ====> Epoch: 4323 +2023-02-04 19:09:06,340 32k INFO ====> Epoch: 4324 +2023-02-04 19:09:10,100 32k INFO ====> Epoch: 4325 +2023-02-04 19:09:13,863 32k INFO ====> Epoch: 4326 +2023-02-04 19:09:17,657 32k INFO ====> Epoch: 4327 +2023-02-04 19:09:21,370 32k INFO ====> Epoch: 4328 +2023-02-04 19:09:25,120 32k INFO ====> Epoch: 4329 +2023-02-04 19:09:28,856 32k INFO ====> Epoch: 4330 +2023-02-04 19:09:32,630 32k INFO ====> Epoch: 4331 +2023-02-04 19:09:36,390 32k INFO ====> Epoch: 4332 +2023-02-04 19:09:40,162 32k INFO ====> Epoch: 4333 +2023-02-04 19:09:43,897 32k INFO ====> Epoch: 4334 +2023-02-04 19:09:47,628 32k INFO ====> Epoch: 4335 +2023-02-04 19:09:51,365 32k INFO ====> Epoch: 4336 +2023-02-04 19:09:55,080 32k INFO ====> Epoch: 4337 +2023-02-04 19:09:58,829 32k INFO ====> Epoch: 4338 +2023-02-04 19:10:02,555 32k INFO ====> Epoch: 4339 +2023-02-04 19:10:06,327 32k INFO ====> Epoch: 4340 +2023-02-04 19:10:10,082 32k INFO ====> Epoch: 4341 +2023-02-04 19:10:13,844 32k INFO ====> Epoch: 4342 +2023-02-04 19:10:17,608 32k INFO ====> Epoch: 4343 +2023-02-04 19:10:21,337 32k INFO ====> Epoch: 4344 +2023-02-04 19:10:25,058 32k INFO ====> Epoch: 4345 +2023-02-04 19:10:28,812 32k INFO ====> Epoch: 4346 +2023-02-04 19:10:32,568 32k INFO ====> Epoch: 4347 +2023-02-04 19:10:36,284 32k INFO ====> Epoch: 4348 +2023-02-04 19:10:40,002 32k INFO ====> Epoch: 4349 +2023-02-04 19:10:43,753 32k INFO ====> Epoch: 4350 +2023-02-04 19:10:47,522 32k INFO ====> Epoch: 4351 +2023-02-04 19:10:51,222 32k INFO ====> Epoch: 4352 +2023-02-04 19:10:54,948 32k INFO ====> Epoch: 4353 +2023-02-04 19:10:58,715 32k INFO ====> Epoch: 4354 +2023-02-04 19:11:02,457 32k INFO ====> Epoch: 4355 +2023-02-04 19:11:06,170 32k INFO ====> Epoch: 4356 +2023-02-04 19:11:09,945 32k INFO ====> Epoch: 4357 +2023-02-04 19:11:13,733 32k INFO ====> Epoch: 4358 +2023-02-04 19:11:17,516 32k INFO ====> Epoch: 4359 +2023-02-04 19:11:21,257 32k INFO ====> Epoch: 4360 +2023-02-04 19:11:24,982 32k INFO ====> Epoch: 4361 +2023-02-04 19:11:28,813 32k INFO ====> Epoch: 4362 +2023-02-04 19:11:32,601 32k INFO ====> Epoch: 4363 +2023-02-04 19:11:36,308 32k INFO ====> Epoch: 4364 +2023-02-04 19:11:40,039 32k INFO ====> Epoch: 4365 +2023-02-04 19:11:43,809 32k INFO ====> Epoch: 4366 +2023-02-04 19:11:47,555 32k INFO ====> Epoch: 4367 +2023-02-04 19:11:51,299 32k INFO ====> Epoch: 4368 +2023-02-04 19:11:54,997 32k INFO ====> Epoch: 4369 +2023-02-04 19:11:58,737 32k INFO ====> Epoch: 4370 +2023-02-04 19:12:02,470 32k INFO ====> Epoch: 4371 +2023-02-04 19:12:06,161 32k INFO ====> Epoch: 4372 +2023-02-04 19:12:09,966 32k INFO ====> Epoch: 4373 +2023-02-04 19:12:13,736 32k INFO ====> Epoch: 4374 +2023-02-04 19:12:17,511 32k INFO ====> Epoch: 4375 +2023-02-04 19:12:21,248 32k INFO ====> Epoch: 4376 +2023-02-04 19:12:24,968 32k INFO ====> Epoch: 4377 +2023-02-04 19:12:28,751 32k INFO ====> Epoch: 4378 +2023-02-04 19:12:32,487 32k INFO ====> Epoch: 4379 +2023-02-04 19:12:36,253 32k INFO ====> Epoch: 4380 +2023-02-04 19:12:40,008 32k INFO ====> Epoch: 4381 +2023-02-04 19:12:43,757 32k INFO ====> Epoch: 4382 +2023-02-04 19:12:47,473 32k INFO ====> Epoch: 4383 +2023-02-04 19:12:51,164 32k INFO ====> Epoch: 4384 +2023-02-04 19:12:54,901 32k INFO ====> Epoch: 4385 +2023-02-04 19:12:58,715 32k INFO ====> Epoch: 4386 +2023-02-04 19:13:02,467 32k INFO ====> Epoch: 4387 +2023-02-04 19:13:06,129 32k INFO ====> Epoch: 4388 +2023-02-04 19:13:09,916 32k INFO ====> Epoch: 4389 +2023-02-04 19:13:13,693 32k INFO ====> Epoch: 4390 +2023-02-04 19:13:17,464 32k INFO ====> Epoch: 4391 +2023-02-04 19:13:21,225 32k INFO ====> Epoch: 4392 +2023-02-04 19:13:25,042 32k INFO ====> Epoch: 4393 +2023-02-04 19:13:28,835 32k INFO ====> Epoch: 4394 +2023-02-04 19:13:32,588 32k INFO ====> Epoch: 4395 +2023-02-04 19:13:36,355 32k INFO ====> Epoch: 4396 +2023-02-04 19:13:40,152 32k INFO ====> Epoch: 4397 +2023-02-04 19:13:43,952 32k INFO ====> Epoch: 4398 +2023-02-04 19:13:47,698 32k INFO ====> Epoch: 4399 +2023-02-04 19:13:51,541 32k INFO ====> Epoch: 4400 +2023-02-04 19:13:55,281 32k INFO ====> Epoch: 4401 +2023-02-04 19:13:58,984 32k INFO ====> Epoch: 4402 +2023-02-04 19:14:02,715 32k INFO ====> Epoch: 4403 +2023-02-04 19:14:06,427 32k INFO ====> Epoch: 4404 +2023-02-04 19:14:10,154 32k INFO ====> Epoch: 4405 +2023-02-04 19:14:13,910 32k INFO ====> Epoch: 4406 +2023-02-04 19:14:17,649 32k INFO ====> Epoch: 4407 +2023-02-04 19:14:21,358 32k INFO ====> Epoch: 4408 +2023-02-04 19:14:25,085 32k INFO ====> Epoch: 4409 +2023-02-04 19:14:28,843 32k INFO ====> Epoch: 4410 +2023-02-04 19:14:32,641 32k INFO ====> Epoch: 4411 +2023-02-04 19:14:36,352 32k INFO ====> Epoch: 4412 +2023-02-04 19:14:40,145 32k INFO ====> Epoch: 4413 +2023-02-04 19:14:43,893 32k INFO ====> Epoch: 4414 +2023-02-04 19:14:47,708 32k INFO ====> Epoch: 4415 +2023-02-04 19:14:51,480 32k INFO ====> Epoch: 4416 +2023-02-04 19:14:55,352 32k INFO ====> Epoch: 4417 +2023-02-04 19:14:59,116 32k INFO ====> Epoch: 4418 +2023-02-04 19:15:02,895 32k INFO ====> Epoch: 4419 +2023-02-04 19:15:06,608 32k INFO ====> Epoch: 4420 +2023-02-04 19:15:10,411 32k INFO ====> Epoch: 4421 +2023-02-04 19:15:14,141 32k INFO ====> Epoch: 4422 +2023-02-04 19:15:17,916 32k INFO ====> Epoch: 4423 +2023-02-04 19:15:21,714 32k INFO ====> Epoch: 4424 +2023-02-04 19:15:25,489 32k INFO ====> Epoch: 4425 +2023-02-04 19:15:29,222 32k INFO ====> Epoch: 4426 +2023-02-04 19:15:32,986 32k INFO ====> Epoch: 4427 +2023-02-04 19:15:36,798 32k INFO ====> Epoch: 4428 +2023-02-04 19:15:40,592 32k INFO ====> Epoch: 4429 +2023-02-04 19:15:44,333 32k INFO ====> Epoch: 4430 +2023-02-04 19:15:48,112 32k INFO ====> Epoch: 4431 +2023-02-04 19:15:51,878 32k INFO ====> Epoch: 4432 +2023-02-04 19:15:55,659 32k INFO ====> Epoch: 4433 +2023-02-04 19:15:59,439 32k INFO ====> Epoch: 4434 +2023-02-04 19:16:03,213 32k INFO ====> Epoch: 4435 +2023-02-04 19:16:06,967 32k INFO ====> Epoch: 4436 +2023-02-04 19:16:10,738 32k INFO ====> Epoch: 4437 +2023-02-04 19:16:14,481 32k INFO ====> Epoch: 4438 +2023-02-04 19:16:18,223 32k INFO ====> Epoch: 4439 +2023-02-04 19:16:21,990 32k INFO ====> Epoch: 4440 +2023-02-04 19:16:25,746 32k INFO ====> Epoch: 4441 +2023-02-04 19:16:29,442 32k INFO ====> Epoch: 4442 +2023-02-04 19:16:33,149 32k INFO ====> Epoch: 4443 +2023-02-04 19:16:36,881 32k INFO ====> Epoch: 4444 +2023-02-04 19:16:40,701 32k INFO ====> Epoch: 4445 +2023-02-04 19:16:44,669 32k INFO ====> Epoch: 4446 +2023-02-04 19:16:48,554 32k INFO ====> Epoch: 4447 +2023-02-04 19:16:52,268 32k INFO ====> Epoch: 4448 +2023-02-04 19:16:55,991 32k INFO ====> Epoch: 4449 +2023-02-04 19:16:59,800 32k INFO ====> Epoch: 4450 +2023-02-04 19:17:03,556 32k INFO ====> Epoch: 4451 +2023-02-04 19:17:07,305 32k INFO ====> Epoch: 4452 +2023-02-04 19:17:11,036 32k INFO ====> Epoch: 4453 +2023-02-04 19:17:14,846 32k INFO ====> Epoch: 4454 +2023-02-04 19:17:18,565 32k INFO ====> Epoch: 4455 +2023-02-04 19:17:22,329 32k INFO ====> Epoch: 4456 +2023-02-04 19:17:26,052 32k INFO ====> Epoch: 4457 +2023-02-04 19:17:29,768 32k INFO ====> Epoch: 4458 +2023-02-04 19:17:33,496 32k INFO ====> Epoch: 4459 +2023-02-04 19:17:37,252 32k INFO ====> Epoch: 4460 +2023-02-04 19:17:40,977 32k INFO ====> Epoch: 4461 +2023-02-04 19:17:44,724 32k INFO ====> Epoch: 4462 +2023-02-04 19:17:48,535 32k INFO ====> Epoch: 4463 +2023-02-04 19:17:52,279 32k INFO ====> Epoch: 4464 +2023-02-04 19:17:56,008 32k INFO ====> Epoch: 4465 +2023-02-04 19:17:59,786 32k INFO ====> Epoch: 4466 +2023-02-04 19:18:03,558 32k INFO ====> Epoch: 4467 +2023-02-04 19:18:07,263 32k INFO ====> Epoch: 4468 +2023-02-04 19:18:11,025 32k INFO ====> Epoch: 4469 +2023-02-04 19:18:14,798 32k INFO ====> Epoch: 4470 +2023-02-04 19:18:18,565 32k INFO ====> Epoch: 4471 +2023-02-04 19:18:22,339 32k INFO ====> Epoch: 4472 +2023-02-04 19:18:26,171 32k INFO ====> Epoch: 4473 +2023-02-04 19:18:29,883 32k INFO ====> Epoch: 4474 +2023-02-04 19:18:33,611 32k INFO ====> Epoch: 4475 +2023-02-04 19:18:37,305 32k INFO ====> Epoch: 4476 +2023-02-04 19:18:41,050 32k INFO ====> Epoch: 4477 +2023-02-04 19:18:44,815 32k INFO ====> Epoch: 4478 +2023-02-04 19:18:48,570 32k INFO ====> Epoch: 4479 +2023-02-04 19:18:52,266 32k INFO ====> Epoch: 4480 +2023-02-04 19:18:56,061 32k INFO ====> Epoch: 4481 +2023-02-04 19:18:59,800 32k INFO ====> Epoch: 4482 +2023-02-04 19:19:03,564 32k INFO ====> Epoch: 4483 +2023-02-04 19:19:07,290 32k INFO ====> Epoch: 4484 +2023-02-04 19:19:11,009 32k INFO ====> Epoch: 4485 +2023-02-04 19:19:14,750 32k INFO ====> Epoch: 4486 +2023-02-04 19:19:18,510 32k INFO ====> Epoch: 4487 +2023-02-04 19:19:22,274 32k INFO ====> Epoch: 4488 +2023-02-04 19:19:26,101 32k INFO ====> Epoch: 4489 +2023-02-04 19:19:29,871 32k INFO ====> Epoch: 4490 +2023-02-04 19:19:33,558 32k INFO ====> Epoch: 4491 +2023-02-04 19:19:37,294 32k INFO ====> Epoch: 4492 +2023-02-04 19:19:41,017 32k INFO ====> Epoch: 4493 +2023-02-04 19:19:44,781 32k INFO ====> Epoch: 4494 +2023-02-04 19:19:48,503 32k INFO ====> Epoch: 4495 +2023-02-04 19:19:52,240 32k INFO ====> Epoch: 4496 +2023-02-04 19:19:55,967 32k INFO ====> Epoch: 4497 +2023-02-04 19:19:59,732 32k INFO ====> Epoch: 4498 +2023-02-04 19:20:03,506 32k INFO ====> Epoch: 4499 +2023-02-04 19:20:07,235 32k INFO ====> Epoch: 4500 +2023-02-04 19:20:10,999 32k INFO ====> Epoch: 4501 +2023-02-04 19:20:14,781 32k INFO ====> Epoch: 4502 +2023-02-04 19:20:18,497 32k INFO ====> Epoch: 4503 +2023-02-04 19:20:22,218 32k INFO ====> Epoch: 4504 +2023-02-04 19:20:26,051 32k INFO ====> Epoch: 4505 +2023-02-04 19:20:29,817 32k INFO ====> Epoch: 4506 +2023-02-04 19:20:33,598 32k INFO ====> Epoch: 4507 +2023-02-04 19:20:37,396 32k INFO ====> Epoch: 4508 +2023-02-04 19:20:41,145 32k INFO ====> Epoch: 4509 +2023-02-04 19:20:44,930 32k INFO ====> Epoch: 4510 +2023-02-04 19:20:48,683 32k INFO ====> Epoch: 4511 +2023-02-04 19:20:52,421 32k INFO ====> Epoch: 4512 +2023-02-04 19:20:56,149 32k INFO ====> Epoch: 4513 +2023-02-04 19:20:59,885 32k INFO ====> Epoch: 4514 +2023-02-04 19:21:03,652 32k INFO ====> Epoch: 4515 +2023-02-04 19:21:07,502 32k INFO ====> Epoch: 4516 +2023-02-04 19:21:11,215 32k INFO ====> Epoch: 4517 +2023-02-04 19:21:14,979 32k INFO ====> Epoch: 4518 +2023-02-04 19:21:18,745 32k INFO ====> Epoch: 4519 +2023-02-04 19:21:22,455 32k INFO ====> Epoch: 4520 +2023-02-04 19:21:26,184 32k INFO ====> Epoch: 4521 +2023-02-04 19:21:29,943 32k INFO ====> Epoch: 4522 +2023-02-04 19:21:33,752 32k INFO ====> Epoch: 4523 +2023-02-04 19:21:37,506 32k INFO ====> Epoch: 4524 +2023-02-04 19:21:41,283 32k INFO ====> Epoch: 4525 +2023-02-04 19:21:45,003 32k INFO ====> Epoch: 4526 +2023-02-04 19:21:48,788 32k INFO ====> Epoch: 4527 +2023-02-04 19:21:52,502 32k INFO ====> Epoch: 4528 +2023-02-04 19:21:56,230 32k INFO ====> Epoch: 4529 +2023-02-04 19:21:59,976 32k INFO ====> Epoch: 4530 +2023-02-04 19:22:03,787 32k INFO ====> Epoch: 4531 +2023-02-04 19:22:07,582 32k INFO ====> Epoch: 4532 +2023-02-04 19:22:11,347 32k INFO ====> Epoch: 4533 +2023-02-04 19:22:15,087 32k INFO ====> Epoch: 4534 +2023-02-04 19:22:18,821 32k INFO ====> Epoch: 4535 +2023-02-04 19:22:22,533 32k INFO ====> Epoch: 4536 +2023-02-04 19:22:26,282 32k INFO ====> Epoch: 4537 +2023-02-04 19:22:30,038 32k INFO ====> Epoch: 4538 +2023-02-04 19:22:33,790 32k INFO ====> Epoch: 4539 +2023-02-04 19:22:37,537 32k INFO ====> Epoch: 4540 +2023-02-04 19:22:41,264 32k INFO ====> Epoch: 4541 +2023-02-04 19:22:45,028 32k INFO ====> Epoch: 4542 +2023-02-04 19:22:48,833 32k INFO ====> Epoch: 4543 +2023-02-04 19:22:52,629 32k INFO ====> Epoch: 4544 +2023-02-04 19:22:56,342 32k INFO ====> Epoch: 4545 +2023-02-04 19:23:00,077 32k INFO ====> Epoch: 4546 +2023-02-04 19:23:03,827 32k INFO ====> Epoch: 4547 +2023-02-04 19:23:07,577 32k INFO ====> Epoch: 4548 +2023-02-04 19:23:11,274 32k INFO ====> Epoch: 4549 +2023-02-04 19:23:15,033 32k INFO ====> Epoch: 4550 +2023-02-04 19:23:18,820 32k INFO ====> Epoch: 4551 +2023-02-04 19:23:22,543 32k INFO ====> Epoch: 4552 +2023-02-04 19:23:26,316 32k INFO ====> Epoch: 4553 +2023-02-04 19:23:30,042 32k INFO ====> Epoch: 4554 +2023-02-04 19:23:33,799 32k INFO ====> Epoch: 4555 +2023-02-04 19:23:37,531 32k INFO ====> Epoch: 4556 +2023-02-04 19:23:41,284 32k INFO ====> Epoch: 4557 +2023-02-04 19:23:45,045 32k INFO ====> Epoch: 4558 +2023-02-04 19:23:48,777 32k INFO ====> Epoch: 4559 +2023-02-04 19:23:52,598 32k INFO ====> Epoch: 4560 +2023-02-04 19:23:56,337 32k INFO ====> Epoch: 4561 +2023-02-04 19:24:00,098 32k INFO ====> Epoch: 4562 +2023-02-04 19:24:03,837 32k INFO ====> Epoch: 4563 +2023-02-04 19:24:07,601 32k INFO ====> Epoch: 4564 +2023-02-04 19:24:11,294 32k INFO ====> Epoch: 4565 +2023-02-04 19:24:15,024 32k INFO ====> Epoch: 4566 +2023-02-04 19:24:18,797 32k INFO ====> Epoch: 4567 +2023-02-04 19:24:22,548 32k INFO ====> Epoch: 4568 +2023-02-04 19:24:26,288 32k INFO ====> Epoch: 4569 +2023-02-04 19:24:30,053 32k INFO ====> Epoch: 4570 +2023-02-04 19:24:33,818 32k INFO ====> Epoch: 4571 +2023-02-04 19:24:37,533 32k INFO ====> Epoch: 4572 +2023-02-04 19:24:41,238 32k INFO ====> Epoch: 4573 +2023-02-04 19:24:44,996 32k INFO ====> Epoch: 4574 +2023-02-04 19:24:48,726 32k INFO ====> Epoch: 4575 +2023-02-04 19:24:52,445 32k INFO ====> Epoch: 4576 +2023-02-04 19:24:56,133 32k INFO ====> Epoch: 4577 +2023-02-04 19:24:59,935 32k INFO ====> Epoch: 4578 +2023-02-04 19:25:03,674 32k INFO ====> Epoch: 4579 +2023-02-04 19:25:07,452 32k INFO ====> Epoch: 4580 +2023-02-04 19:25:11,237 32k INFO ====> Epoch: 4581 +2023-02-04 19:25:15,016 32k INFO ====> Epoch: 4582 +2023-02-04 19:25:18,809 32k INFO ====> Epoch: 4583 +2023-02-04 19:25:22,529 32k INFO ====> Epoch: 4584 +2023-02-04 19:25:26,247 32k INFO ====> Epoch: 4585 +2023-02-04 19:25:30,020 32k INFO ====> Epoch: 4586 +2023-02-04 19:25:33,804 32k INFO ====> Epoch: 4587 +2023-02-04 19:25:37,538 32k INFO ====> Epoch: 4588 +2023-02-04 19:25:41,286 32k INFO ====> Epoch: 4589 +2023-02-04 19:25:45,055 32k INFO ====> Epoch: 4590 +2023-02-04 19:25:48,820 32k INFO ====> Epoch: 4591 +2023-02-04 19:25:52,583 32k INFO ====> Epoch: 4592 +2023-02-04 19:25:56,296 32k INFO ====> Epoch: 4593 +2023-02-04 19:26:00,017 32k INFO ====> Epoch: 4594 +2023-02-04 19:26:03,803 32k INFO ====> Epoch: 4595 +2023-02-04 19:26:07,560 32k INFO ====> Epoch: 4596 +2023-02-04 19:26:11,271 32k INFO ====> Epoch: 4597 +2023-02-04 19:26:15,088 32k INFO ====> Epoch: 4598 +2023-02-04 19:26:18,844 32k INFO ====> Epoch: 4599 +2023-02-04 19:26:22,615 32k INFO ====> Epoch: 4600 +2023-02-04 19:26:26,405 32k INFO ====> Epoch: 4601 +2023-02-04 19:26:30,136 32k INFO ====> Epoch: 4602 +2023-02-04 19:26:33,927 32k INFO ====> Epoch: 4603 +2023-02-04 19:26:37,684 32k INFO ====> Epoch: 4604 +2023-02-04 19:26:41,424 32k INFO ====> Epoch: 4605 +2023-02-04 19:26:45,199 32k INFO ====> Epoch: 4606 +2023-02-04 19:26:48,942 32k INFO ====> Epoch: 4607 +2023-02-04 19:26:52,713 32k INFO ====> Epoch: 4608 +2023-02-04 19:26:56,440 32k INFO ====> Epoch: 4609 +2023-02-04 19:27:00,239 32k INFO ====> Epoch: 4610 +2023-02-04 19:27:03,987 32k INFO ====> Epoch: 4611 +2023-02-04 19:27:07,767 32k INFO ====> Epoch: 4612 +2023-02-04 19:27:11,538 32k INFO ====> Epoch: 4613 +2023-02-04 19:27:15,279 32k INFO ====> Epoch: 4614 +2023-02-04 19:27:19,056 32k INFO ====> Epoch: 4615 +2023-02-04 19:27:22,844 32k INFO ====> Epoch: 4616 +2023-02-04 19:27:26,599 32k INFO ====> Epoch: 4617 +2023-02-04 19:27:30,357 32k INFO ====> Epoch: 4618 +2023-02-04 19:27:34,072 32k INFO ====> Epoch: 4619 +2023-02-04 19:27:37,829 32k INFO ====> Epoch: 4620 +2023-02-04 19:27:41,607 32k INFO ====> Epoch: 4621 +2023-02-04 19:27:45,361 32k INFO ====> Epoch: 4622 +2023-02-04 19:27:49,076 32k INFO ====> Epoch: 4623 +2023-02-04 19:27:52,857 32k INFO ====> Epoch: 4624 +2023-02-04 19:27:56,577 32k INFO ====> Epoch: 4625 +2023-02-04 19:28:00,329 32k INFO ====> Epoch: 4626 +2023-02-04 19:28:04,055 32k INFO ====> Epoch: 4627 +2023-02-04 19:28:07,821 32k INFO ====> Epoch: 4628 +2023-02-04 19:28:11,598 32k INFO ====> Epoch: 4629 +2023-02-04 19:28:15,346 32k INFO ====> Epoch: 4630 +2023-02-04 19:28:19,080 32k INFO ====> Epoch: 4631 +2023-02-04 19:28:22,853 32k INFO ====> Epoch: 4632 +2023-02-04 19:28:26,672 32k INFO ====> Epoch: 4633 +2023-02-04 19:28:30,392 32k INFO ====> Epoch: 4634 +2023-02-04 19:28:34,140 32k INFO ====> Epoch: 4635 +2023-02-04 19:28:37,922 32k INFO ====> Epoch: 4636 +2023-02-04 19:28:41,667 32k INFO ====> Epoch: 4637 +2023-02-04 19:28:45,401 32k INFO ====> Epoch: 4638 +2023-02-04 19:28:49,149 32k INFO ====> Epoch: 4639 +2023-02-04 19:28:52,889 32k INFO ====> Epoch: 4640 +2023-02-04 19:28:56,640 32k INFO ====> Epoch: 4641 +2023-02-04 19:29:00,390 32k INFO ====> Epoch: 4642 +2023-02-04 19:29:04,131 32k INFO ====> Epoch: 4643 +2023-02-04 19:29:07,913 32k INFO ====> Epoch: 4644 +2023-02-04 19:29:11,693 32k INFO ====> Epoch: 4645 +2023-02-04 19:29:15,445 32k INFO ====> Epoch: 4646 +2023-02-04 19:29:19,215 32k INFO ====> Epoch: 4647 +2023-02-04 19:29:22,951 32k INFO ====> Epoch: 4648 +2023-02-04 19:29:26,728 32k INFO ====> Epoch: 4649 +2023-02-04 19:29:30,465 32k INFO ====> Epoch: 4650 +2023-02-04 19:29:34,233 32k INFO ====> Epoch: 4651 +2023-02-04 19:29:38,056 32k INFO ====> Epoch: 4652 +2023-02-04 19:29:41,836 32k INFO ====> Epoch: 4653 +2023-02-04 19:29:45,661 32k INFO ====> Epoch: 4654 +2023-02-04 19:29:49,390 32k INFO ====> Epoch: 4655 +2023-02-04 19:29:53,239 32k INFO ====> Epoch: 4656 +2023-02-04 19:29:56,997 32k INFO ====> Epoch: 4657 +2023-02-04 19:30:00,719 32k INFO ====> Epoch: 4658 +2023-02-04 19:30:04,478 32k INFO ====> Epoch: 4659 +2023-02-04 19:30:08,212 32k INFO ====> Epoch: 4660 +2023-02-04 19:30:11,954 32k INFO ====> Epoch: 4661 +2023-02-04 19:30:15,709 32k INFO ====> Epoch: 4662 +2023-02-04 19:30:19,457 32k INFO ====> Epoch: 4663 +2023-02-04 19:30:23,229 32k INFO ====> Epoch: 4664 +2023-02-04 19:30:26,974 32k INFO ====> Epoch: 4665 +2023-02-04 19:30:30,714 32k INFO ====> Epoch: 4666 +2023-02-04 19:30:34,455 32k INFO ====> Epoch: 4667 +2023-02-04 19:30:38,160 32k INFO ====> Epoch: 4668 +2023-02-04 19:30:42,001 32k INFO ====> Epoch: 4669 +2023-02-04 19:30:45,735 32k INFO ====> Epoch: 4670 +2023-02-04 19:30:49,525 32k INFO ====> Epoch: 4671 +2023-02-04 19:30:53,237 32k INFO ====> Epoch: 4672 +2023-02-04 19:30:56,999 32k INFO ====> Epoch: 4673 +2023-02-04 19:31:00,819 32k INFO ====> Epoch: 4674 +2023-02-04 19:31:04,507 32k INFO ====> Epoch: 4675 +2023-02-04 19:31:08,289 32k INFO ====> Epoch: 4676 +2023-02-04 19:31:12,064 32k INFO ====> Epoch: 4677 +2023-02-04 19:31:15,829 32k INFO ====> Epoch: 4678 +2023-02-04 19:31:19,550 32k INFO ====> Epoch: 4679 +2023-02-04 19:31:23,254 32k INFO ====> Epoch: 4680 +2023-02-04 19:31:26,989 32k INFO ====> Epoch: 4681 +2023-02-04 19:31:30,742 32k INFO ====> Epoch: 4682 +2023-02-04 19:31:34,455 32k INFO ====> Epoch: 4683 +2023-02-04 19:31:38,203 32k INFO ====> Epoch: 4684 +2023-02-04 19:31:41,966 32k INFO ====> Epoch: 4685 +2023-02-04 19:31:45,749 32k INFO ====> Epoch: 4686 +2023-02-04 19:31:49,536 32k INFO ====> Epoch: 4687 +2023-02-04 19:31:53,299 32k INFO ====> Epoch: 4688 +2023-02-04 19:31:57,095 32k INFO ====> Epoch: 4689 +2023-02-04 19:32:00,834 32k INFO ====> Epoch: 4690 +2023-02-04 19:32:04,614 32k INFO ====> Epoch: 4691 +2023-02-04 19:32:08,348 32k INFO ====> Epoch: 4692 +2023-02-04 19:32:12,161 32k INFO ====> Epoch: 4693 +2023-02-04 19:32:15,914 32k INFO ====> Epoch: 4694 +2023-02-04 19:32:19,687 32k INFO ====> Epoch: 4695 +2023-02-04 19:32:23,437 32k INFO ====> Epoch: 4696 +2023-02-04 19:32:27,180 32k INFO ====> Epoch: 4697 +2023-02-04 19:32:31,059 32k INFO ====> Epoch: 4698 +2023-02-04 19:32:34,831 32k INFO ====> Epoch: 4699 +2023-02-04 19:32:38,579 32k INFO ====> Epoch: 4700 +2023-02-04 19:32:42,297 32k INFO ====> Epoch: 4701 +2023-02-04 19:32:46,124 32k INFO ====> Epoch: 4702 +2023-02-04 19:32:49,882 32k INFO ====> Epoch: 4703 +2023-02-04 19:32:53,590 32k INFO ====> Epoch: 4704 +2023-02-04 19:32:57,363 32k INFO ====> Epoch: 4705 +2023-02-04 19:33:01,113 32k INFO ====> Epoch: 4706 +2023-02-04 19:33:04,881 32k INFO ====> Epoch: 4707 +2023-02-04 19:33:08,649 32k INFO ====> Epoch: 4708 +2023-02-04 19:33:12,463 32k INFO ====> Epoch: 4709 +2023-02-04 19:33:16,251 32k INFO ====> Epoch: 4710 +2023-02-04 19:33:19,973 32k INFO ====> Epoch: 4711 +2023-02-04 19:33:23,769 32k INFO ====> Epoch: 4712 +2023-02-04 19:33:27,524 32k INFO ====> Epoch: 4713 +2023-02-04 19:33:31,304 32k INFO ====> Epoch: 4714 +2023-02-04 19:33:35,074 32k INFO ====> Epoch: 4715 +2023-02-04 19:33:38,877 32k INFO ====> Epoch: 4716 +2023-02-04 19:33:42,633 32k INFO ====> Epoch: 4717 +2023-02-04 19:33:46,353 32k INFO ====> Epoch: 4718 +2023-02-04 19:33:50,089 32k INFO ====> Epoch: 4719 +2023-02-04 19:33:53,836 32k INFO ====> Epoch: 4720 +2023-02-04 19:33:57,594 32k INFO ====> Epoch: 4721 +2023-02-04 19:34:01,332 32k INFO ====> Epoch: 4722 +2023-02-04 19:34:05,121 32k INFO ====> Epoch: 4723 +2023-02-04 19:34:08,911 32k INFO ====> Epoch: 4724 +2023-02-04 19:34:12,746 32k INFO ====> Epoch: 4725 +2023-02-04 19:34:16,482 32k INFO ====> Epoch: 4726 +2023-02-04 19:34:20,246 32k INFO ====> Epoch: 4727 +2023-02-04 19:34:23,980 32k INFO ====> Epoch: 4728 +2023-02-04 19:34:27,794 32k INFO ====> Epoch: 4729 +2023-02-04 19:34:31,520 32k INFO ====> Epoch: 4730 +2023-02-04 19:34:35,243 32k INFO ====> Epoch: 4731 +2023-02-04 19:34:39,036 32k INFO ====> Epoch: 4732 +2023-02-04 19:34:42,782 32k INFO ====> Epoch: 4733 +2023-02-04 19:34:46,494 32k INFO ====> Epoch: 4734 +2023-02-04 19:34:50,237 32k INFO ====> Epoch: 4735 +2023-02-04 19:34:53,959 32k INFO ====> Epoch: 4736 +2023-02-04 19:34:57,763 32k INFO ====> Epoch: 4737 +2023-02-04 19:35:01,463 32k INFO ====> Epoch: 4738 +2023-02-04 19:35:05,230 32k INFO ====> Epoch: 4739 +2023-02-04 19:35:09,014 32k INFO ====> Epoch: 4740 +2023-02-04 19:35:12,762 32k INFO ====> Epoch: 4741 +2023-02-04 19:35:16,503 32k INFO ====> Epoch: 4742 +2023-02-04 19:35:20,245 32k INFO ====> Epoch: 4743 +2023-02-04 19:35:24,025 32k INFO ====> Epoch: 4744 +2023-02-04 19:35:27,893 32k INFO ====> Epoch: 4745 +2023-02-04 19:35:31,675 32k INFO ====> Epoch: 4746 +2023-02-04 19:35:35,412 32k INFO ====> Epoch: 4747 +2023-02-04 19:35:39,174 32k INFO ====> Epoch: 4748 +2023-02-04 19:35:42,951 32k INFO ====> Epoch: 4749 +2023-02-04 19:35:46,729 32k INFO ====> Epoch: 4750 +2023-02-04 19:35:50,471 32k INFO ====> Epoch: 4751 +2023-02-04 19:35:54,190 32k INFO ====> Epoch: 4752 +2023-02-04 19:35:57,935 32k INFO ====> Epoch: 4753 +2023-02-04 19:36:01,703 32k INFO ====> Epoch: 4754 +2023-02-04 19:36:05,418 32k INFO ====> Epoch: 4755 +2023-02-04 19:36:09,150 32k INFO ====> Epoch: 4756 +2023-02-04 19:36:12,973 32k INFO ====> Epoch: 4757 +2023-02-04 19:36:16,752 32k INFO ====> Epoch: 4758 +2023-02-04 19:36:20,464 32k INFO ====> Epoch: 4759 +2023-02-04 19:36:24,265 32k INFO ====> Epoch: 4760 +2023-02-04 19:36:28,041 32k INFO ====> Epoch: 4761 +2023-02-04 19:36:31,849 32k INFO ====> Epoch: 4762 +2023-02-04 19:36:35,601 32k INFO ====> Epoch: 4763 +2023-02-04 19:36:39,331 32k INFO ====> Epoch: 4764 +2023-02-04 19:36:43,087 32k INFO ====> Epoch: 4765 +2023-02-04 19:36:46,843 32k INFO ====> Epoch: 4766 +2023-02-04 19:36:50,560 32k INFO ====> Epoch: 4767 +2023-02-04 19:36:54,265 32k INFO ====> Epoch: 4768 +2023-02-04 19:36:58,024 32k INFO ====> Epoch: 4769 +2023-02-04 19:37:01,810 32k INFO ====> Epoch: 4770 +2023-02-04 19:37:05,552 32k INFO ====> Epoch: 4771 +2023-02-04 19:37:09,254 32k INFO ====> Epoch: 4772 +2023-02-04 19:37:12,959 32k INFO ====> Epoch: 4773 +2023-02-04 19:37:16,743 32k INFO ====> Epoch: 4774 +2023-02-04 19:37:20,459 32k INFO ====> Epoch: 4775 +2023-02-04 19:37:24,226 32k INFO ====> Epoch: 4776 +2023-02-04 19:37:27,947 32k INFO ====> Epoch: 4777 +2023-02-04 19:37:31,756 32k INFO ====> Epoch: 4778 +2023-02-04 19:37:35,512 32k INFO ====> Epoch: 4779 +2023-02-04 19:37:39,289 32k INFO ====> Epoch: 4780 +2023-02-04 19:37:42,981 32k INFO ====> Epoch: 4781 +2023-02-04 19:37:46,798 32k INFO ====> Epoch: 4782 +2023-02-04 19:37:50,541 32k INFO ====> Epoch: 4783 +2023-02-04 19:37:54,296 32k INFO ====> Epoch: 4784 +2023-02-04 19:37:58,086 32k INFO ====> Epoch: 4785 +2023-02-04 19:38:01,853 32k INFO ====> Epoch: 4786 +2023-02-04 19:38:05,587 32k INFO ====> Epoch: 4787 +2023-02-04 19:38:09,312 32k INFO ====> Epoch: 4788 +2023-02-04 19:38:13,005 32k INFO ====> Epoch: 4789 +2023-02-04 19:38:16,775 32k INFO ====> Epoch: 4790 +2023-02-04 19:38:20,527 32k INFO ====> Epoch: 4791 +2023-02-04 19:38:24,287 32k INFO ====> Epoch: 4792 +2023-02-04 19:38:28,002 32k INFO ====> Epoch: 4793 +2023-02-04 19:38:31,723 32k INFO ====> Epoch: 4794 +2023-02-04 19:38:35,441 32k INFO ====> Epoch: 4795 +2023-02-04 19:38:39,207 32k INFO ====> Epoch: 4796 +2023-02-04 19:38:43,025 32k INFO ====> Epoch: 4797 +2023-02-04 19:38:46,821 32k INFO ====> Epoch: 4798 +2023-02-04 19:38:50,543 32k INFO ====> Epoch: 4799 +2023-02-04 19:38:54,263 32k INFO ====> Epoch: 4800 +2023-02-04 19:38:57,985 32k INFO ====> Epoch: 4801 +2023-02-04 19:39:01,759 32k INFO ====> Epoch: 4802 +2023-02-04 19:39:05,486 32k INFO ====> Epoch: 4803 +2023-02-04 19:39:09,231 32k INFO ====> Epoch: 4804 +2023-02-04 19:39:13,005 32k INFO ====> Epoch: 4805 +2023-02-04 19:39:16,737 32k INFO ====> Epoch: 4806 +2023-02-04 19:39:20,517 32k INFO ====> Epoch: 4807 +2023-02-04 19:39:24,291 32k INFO ====> Epoch: 4808 +2023-02-04 19:39:28,045 32k INFO ====> Epoch: 4809 +2023-02-04 19:39:31,777 32k INFO ====> Epoch: 4810 +2023-02-04 19:39:35,481 32k INFO ====> Epoch: 4811 +2023-02-04 19:39:39,174 32k INFO ====> Epoch: 4812 +2023-02-04 19:39:42,917 32k INFO ====> Epoch: 4813 +2023-02-04 19:39:46,691 32k INFO ====> Epoch: 4814 +2023-02-04 19:39:50,489 32k INFO ====> Epoch: 4815 +2023-02-04 19:39:54,284 32k INFO ====> Epoch: 4816 +2023-02-04 19:39:58,034 32k INFO ====> Epoch: 4817 +2023-02-04 19:40:01,808 32k INFO ====> Epoch: 4818 +2023-02-04 19:40:05,545 32k INFO ====> Epoch: 4819 +2023-02-04 19:40:09,298 32k INFO ====> Epoch: 4820 +2023-02-04 19:40:12,998 32k INFO ====> Epoch: 4821 +2023-02-04 19:40:16,793 32k INFO ====> Epoch: 4822 +2023-02-04 19:40:20,499 32k INFO ====> Epoch: 4823 +2023-02-04 19:40:24,197 32k INFO ====> Epoch: 4824 +2023-02-04 19:40:27,951 32k INFO ====> Epoch: 4825 +2023-02-04 19:40:31,745 32k INFO ====> Epoch: 4826 +2023-02-04 19:40:35,482 32k INFO ====> Epoch: 4827 +2023-02-04 19:40:39,198 32k INFO ====> Epoch: 4828 +2023-02-04 19:40:43,007 32k INFO ====> Epoch: 4829 +2023-02-04 19:40:46,762 32k INFO ====> Epoch: 4830 +2023-02-04 19:40:50,513 32k INFO ====> Epoch: 4831 +2023-02-04 19:40:54,323 32k INFO ====> Epoch: 4832 +2023-02-04 19:40:58,081 32k INFO ====> Epoch: 4833 +2023-02-04 19:41:01,907 32k INFO ====> Epoch: 4834 +2023-02-04 19:41:05,695 32k INFO ====> Epoch: 4835 +2023-02-04 19:41:09,421 32k INFO ====> Epoch: 4836 +2023-02-04 19:41:13,124 32k INFO ====> Epoch: 4837 +2023-02-04 19:41:16,899 32k INFO ====> Epoch: 4838 +2023-02-04 19:41:20,629 32k INFO ====> Epoch: 4839 +2023-02-04 19:41:24,336 32k INFO ====> Epoch: 4840 +2023-02-04 19:41:28,042 32k INFO ====> Epoch: 4841 +2023-02-04 19:41:31,811 32k INFO ====> Epoch: 4842 +2023-02-04 19:41:35,551 32k INFO ====> Epoch: 4843 +2023-02-04 19:41:39,254 32k INFO ====> Epoch: 4844 +2023-02-04 19:41:42,998 32k INFO ====> Epoch: 4845 +2023-02-04 19:41:46,739 32k INFO ====> Epoch: 4846 +2023-02-04 19:41:50,476 32k INFO ====> Epoch: 4847 +2023-02-04 19:41:54,182 32k INFO ====> Epoch: 4848 +2023-02-04 19:41:57,981 32k INFO ====> Epoch: 4849 +2023-02-04 19:42:01,744 32k INFO ====> Epoch: 4850 +2023-02-04 19:42:05,505 32k INFO ====> Epoch: 4851 +2023-02-04 19:42:09,275 32k INFO ====> Epoch: 4852 +2023-02-04 19:42:13,017 32k INFO ====> Epoch: 4853 +2023-02-04 19:42:16,835 32k INFO ====> Epoch: 4854 +2023-02-04 19:42:20,573 32k INFO ====> Epoch: 4855 +2023-02-04 19:42:24,282 32k INFO ====> Epoch: 4856 +2023-02-04 19:42:28,044 32k INFO ====> Epoch: 4857 +2023-02-04 19:42:31,856 32k INFO ====> Epoch: 4858 +2023-02-04 19:42:35,585 32k INFO ====> Epoch: 4859 +2023-02-04 19:42:39,299 32k INFO ====> Epoch: 4860 +2023-02-04 19:42:43,054 32k INFO ====> Epoch: 4861 +2023-02-04 19:42:46,847 32k INFO ====> Epoch: 4862 +2023-02-04 19:42:50,582 32k INFO ====> Epoch: 4863 +2023-02-04 19:42:54,286 32k INFO ====> Epoch: 4864 +2023-02-04 19:42:58,012 32k INFO ====> Epoch: 4865 +2023-02-04 19:43:01,801 32k INFO ====> Epoch: 4866 +2023-02-04 19:43:05,565 32k INFO ====> Epoch: 4867 +2023-02-04 19:43:09,297 32k INFO ====> Epoch: 4868 +2023-02-04 19:43:13,055 32k INFO ====> Epoch: 4869 +2023-02-04 19:43:16,836 32k INFO ====> Epoch: 4870 +2023-02-04 19:43:20,579 32k INFO ====> Epoch: 4871 +2023-02-04 19:43:24,323 32k INFO ====> Epoch: 4872 +2023-02-04 19:43:28,069 32k INFO ====> Epoch: 4873 +2023-02-04 19:43:31,816 32k INFO ====> Epoch: 4874 +2023-02-04 19:43:35,503 32k INFO ====> Epoch: 4875 +2023-02-04 19:43:39,243 32k INFO ====> Epoch: 4876 +2023-02-04 19:43:42,989 32k INFO ====> Epoch: 4877 +2023-02-04 19:43:46,779 32k INFO ====> Epoch: 4878 +2023-02-04 19:43:50,506 32k INFO ====> Epoch: 4879 +2023-02-04 19:43:54,222 32k INFO ====> Epoch: 4880 +2023-02-04 19:43:57,951 32k INFO ====> Epoch: 4881 +2023-02-04 19:44:01,730 32k INFO ====> Epoch: 4882 +2023-02-04 19:44:05,453 32k INFO ====> Epoch: 4883 +2023-02-04 19:44:09,235 32k INFO ====> Epoch: 4884 +2023-02-04 19:44:13,058 32k INFO ====> Epoch: 4885 +2023-02-04 19:44:16,814 32k INFO ====> Epoch: 4886 +2023-02-04 19:44:20,615 32k INFO ====> Epoch: 4887 +2023-02-04 19:44:24,385 32k INFO ====> Epoch: 4888 +2023-02-04 19:44:28,182 32k INFO ====> Epoch: 4889 +2023-02-04 19:44:32,028 32k INFO ====> Epoch: 4890 +2023-02-04 19:44:35,806 32k INFO ====> Epoch: 4891 +2023-02-04 19:44:39,558 32k INFO ====> Epoch: 4892 +2023-02-04 19:44:43,277 32k INFO ====> Epoch: 4893 +2023-02-04 19:44:47,052 32k INFO ====> Epoch: 4894 +2023-02-04 19:44:50,806 32k INFO ====> Epoch: 4895 +2023-02-04 19:44:54,539 32k INFO ====> Epoch: 4896 +2023-02-04 19:44:58,284 32k INFO ====> Epoch: 4897 +2023-02-04 19:45:02,019 32k INFO ====> Epoch: 4898 +2023-02-04 19:45:05,792 32k INFO ====> Epoch: 4899 +2023-02-04 19:45:09,525 32k INFO ====> Epoch: 4900 +2023-02-04 19:45:13,231 32k INFO ====> Epoch: 4901 +2023-02-04 19:45:17,029 32k INFO ====> Epoch: 4902 +2023-02-04 19:45:20,834 32k INFO ====> Epoch: 4903 +2023-02-04 19:45:24,517 32k INFO ====> Epoch: 4904 +2023-02-04 19:45:28,227 32k INFO ====> Epoch: 4905 +2023-02-04 19:45:32,013 32k INFO ====> Epoch: 4906 +2023-02-04 19:45:35,819 32k INFO ====> Epoch: 4907 +2023-02-04 19:45:39,587 32k INFO ====> Epoch: 4908 +2023-02-04 19:45:43,304 32k INFO ====> Epoch: 4909 +2023-02-04 19:45:47,056 32k INFO ====> Epoch: 4910 +2023-02-04 19:45:50,795 32k INFO ====> Epoch: 4911 +2023-02-04 19:45:54,558 32k INFO ====> Epoch: 4912 +2023-02-04 19:45:58,294 32k INFO ====> Epoch: 4913 +2023-02-04 19:46:01,984 32k INFO ====> Epoch: 4914 +2023-02-04 19:46:05,751 32k INFO ====> Epoch: 4915 +2023-02-04 19:46:09,505 32k INFO ====> Epoch: 4916 +2023-02-04 19:46:13,286 32k INFO ====> Epoch: 4917 +2023-02-04 19:46:17,000 32k INFO ====> Epoch: 4918 +2023-02-04 19:46:20,807 32k INFO ====> Epoch: 4919 +2023-02-04 19:46:24,602 32k INFO ====> Epoch: 4920 +2023-02-04 19:46:28,349 32k INFO ====> Epoch: 4921 +2023-02-04 19:46:32,061 32k INFO ====> Epoch: 4922 +2023-02-04 19:46:35,839 32k INFO ====> Epoch: 4923 +2023-02-04 19:46:39,624 32k INFO ====> Epoch: 4924 +2023-02-04 19:46:43,386 32k INFO ====> Epoch: 4925 +2023-02-04 19:46:47,130 32k INFO ====> Epoch: 4926 +2023-02-04 19:46:50,866 32k INFO ====> Epoch: 4927 +2023-02-04 19:46:54,623 32k INFO ====> Epoch: 4928 +2023-02-04 19:46:58,346 32k INFO ====> Epoch: 4929 +2023-02-04 19:47:02,099 32k INFO ====> Epoch: 4930 +2023-02-04 19:47:05,837 32k INFO ====> Epoch: 4931 +2023-02-04 19:47:09,590 32k INFO ====> Epoch: 4932 +2023-02-04 19:47:13,309 32k INFO ====> Epoch: 4933 +2023-02-04 19:47:17,064 32k INFO ====> Epoch: 4934 +2023-02-04 19:47:20,815 32k INFO ====> Epoch: 4935 +2023-02-04 19:47:24,563 32k INFO ====> Epoch: 4936 +2023-02-04 19:47:28,300 32k INFO ====> Epoch: 4937 +2023-02-04 19:47:32,064 32k INFO ====> Epoch: 4938 +2023-02-04 19:47:35,816 32k INFO ====> Epoch: 4939 +2023-02-04 19:47:39,551 32k INFO ====> Epoch: 4940 +2023-02-04 19:47:43,240 32k INFO ====> Epoch: 4941 +2023-02-04 19:47:47,047 32k INFO ====> Epoch: 4942 +2023-02-04 19:47:50,844 32k INFO ====> Epoch: 4943 +2023-02-04 19:47:54,655 32k INFO ====> Epoch: 4944 +2023-02-04 19:47:58,402 32k INFO ====> Epoch: 4945 +2023-02-04 19:48:02,148 32k INFO ====> Epoch: 4946 +2023-02-04 19:48:05,955 32k INFO ====> Epoch: 4947 +2023-02-04 19:48:09,762 32k INFO ====> Epoch: 4948 +2023-02-04 19:48:13,498 32k INFO ====> Epoch: 4949 +2023-02-04 19:48:17,276 32k INFO ====> Epoch: 4950 +2023-02-04 19:48:21,019 32k INFO ====> Epoch: 4951 +2023-02-04 19:48:24,772 32k INFO ====> Epoch: 4952 +2023-02-04 19:48:28,536 32k INFO ====> Epoch: 4953 +2023-02-04 19:48:32,306 32k INFO ====> Epoch: 4954 +2023-02-04 19:48:36,138 32k INFO ====> Epoch: 4955 +2023-02-04 19:48:39,903 32k INFO ====> Epoch: 4956 +2023-02-04 19:48:43,674 32k INFO ====> Epoch: 4957 +2023-02-04 19:48:47,444 32k INFO ====> Epoch: 4958 +2023-02-04 19:48:51,173 32k INFO ====> Epoch: 4959 +2023-02-04 19:48:54,996 32k INFO ====> Epoch: 4960 +2023-02-04 19:48:58,748 32k INFO ====> Epoch: 4961 +2023-02-04 19:49:02,496 32k INFO ====> Epoch: 4962 +2023-02-04 19:49:06,243 32k INFO ====> Epoch: 4963 +2023-02-04 19:49:09,988 32k INFO ====> Epoch: 4964 +2023-02-04 19:49:13,783 32k INFO ====> Epoch: 4965 +2023-02-04 19:49:17,539 32k INFO ====> Epoch: 4966 +2023-02-04 19:49:21,247 32k INFO ====> Epoch: 4967 +2023-02-04 19:49:24,952 32k INFO ====> Epoch: 4968 +2023-02-04 19:49:28,679 32k INFO ====> Epoch: 4969 +2023-02-04 19:49:32,454 32k INFO ====> Epoch: 4970 +2023-02-04 19:49:36,177 32k INFO ====> Epoch: 4971 +2023-02-04 19:49:39,974 32k INFO ====> Epoch: 4972 +2023-02-04 19:49:43,757 32k INFO ====> Epoch: 4973 +2023-02-04 19:49:47,513 32k INFO ====> Epoch: 4974 +2023-02-04 19:49:51,228 32k INFO ====> Epoch: 4975 +2023-02-04 19:49:54,989 32k INFO ====> Epoch: 4976 +2023-02-04 19:49:58,756 32k INFO ====> Epoch: 4977 +2023-02-04 19:50:02,480 32k INFO ====> Epoch: 4978 +2023-02-04 19:50:06,206 32k INFO ====> Epoch: 4979 +2023-02-04 19:50:09,997 32k INFO ====> Epoch: 4980 +2023-02-04 19:50:13,750 32k INFO ====> Epoch: 4981 +2023-02-04 19:50:17,530 32k INFO ====> Epoch: 4982 +2023-02-04 19:50:21,293 32k INFO ====> Epoch: 4983 +2023-02-04 19:50:25,045 32k INFO ====> Epoch: 4984 +2023-02-04 19:50:28,804 32k INFO ====> Epoch: 4985 +2023-02-04 19:50:32,570 32k INFO ====> Epoch: 4986 +2023-02-04 19:50:36,324 32k INFO ====> Epoch: 4987 +2023-02-04 19:50:40,110 32k INFO ====> Epoch: 4988 +2023-02-04 19:50:43,877 32k INFO ====> Epoch: 4989 +2023-02-04 19:50:47,669 32k INFO ====> Epoch: 4990 +2023-02-04 19:50:51,449 32k INFO ====> Epoch: 4991 +2023-02-04 19:50:55,250 32k INFO ====> Epoch: 4992 +2023-02-04 19:50:59,108 32k INFO ====> Epoch: 4993 +2023-02-04 19:51:03,026 32k INFO ====> Epoch: 4994 +2023-02-04 19:51:06,864 32k INFO ====> Epoch: 4995 +2023-02-04 19:51:10,697 32k INFO ====> Epoch: 4996 +2023-02-04 19:51:14,588 32k INFO ====> Epoch: 4997 +2023-02-04 19:51:18,417 32k INFO ====> Epoch: 4998 +2023-02-04 19:51:24,625 32k INFO ====> Epoch: 4999 +2023-02-04 19:51:27,126 32k INFO ====> Epoch: 5000 +2023-02-04 19:56:26,557 32k INFO {'train': {'log_interval': 200, 'eval_interval': 1000, 'seed': 1234, 'epochs': 10000, 'learning_rate': 0.0001, 'betas': [0.8, 0.99], 'eps': 1e-09, 'batch_size': 12, 'fp16_run': False, 'lr_decay': 0.999875, 'segment_size': 17920, 'init_lr_ratio': 1, 'warmup_epochs': 0, 'c_mel': 45, 'c_kl': 1.0, 'use_sr': True, 'max_speclen': 384, 'port': '8001'}, 'data': {'training_files': 'filelists/train.txt', 'validation_files': 'filelists/val.txt', 'max_wav_value': 32768.0, 'sampling_rate': 32000, 'filter_length': 1280, 'hop_length': 320, 'win_length': 1280, 'n_mel_channels': 80, 'mel_fmin': 0.0, 'mel_fmax': None}, 'model': {'inter_channels': 192, 'hidden_channels': 192, 'filter_channels': 768, 'n_heads': 2, 'n_layers': 6, 'kernel_size': 3, 'p_dropout': 0.1, 'resblock': '1', 'resblock_kernel_sizes': [3, 7, 11], 'resblock_dilation_sizes': [[1, 3, 5], [1, 3, 5], [1, 3, 5]], 'upsample_rates': [10, 8, 2, 2], 'upsample_initial_channel': 512, 'upsample_kernel_sizes': [16, 16, 4, 4], 'n_layers_q': 3, 'use_spectral_norm': False, 'gin_channels': 256, 'ssl_dim': 256, 'n_speakers': 2}, 'spk': {'hina1': 0}, 'model_dir': './logs\\32k'} +2023-02-04 19:56:30,748 32k INFO emb_g.weight is not in the checkpoint +2023-02-04 19:56:30,860 32k INFO Loaded checkpoint './logs\32k\G_0.pth' (iteration 1) +2023-02-04 19:56:30,951 32k INFO Loaded checkpoint './logs\32k\D_0.pth' (iteration 1) +2023-02-04 20:11:21,649 32k INFO {'train': {'log_interval': 200, 'eval_interval': 1000, 'seed': 1234, 'epochs': 10000, 'learning_rate': 0.0001, 'betas': [0.8, 0.99], 'eps': 1e-09, 'batch_size': 6, 'fp16_run': False, 'lr_decay': 0.999875, 'segment_size': 17920, 'init_lr_ratio': 1, 'warmup_epochs': 0, 'c_mel': 45, 'c_kl': 1.0, 'use_sr': True, 'max_speclen': 384, 'port': '8001'}, 'data': {'training_files': 'filelists/train.txt', 'validation_files': 'filelists/val.txt', 'max_wav_value': 32768.0, 'sampling_rate': 32000, 'filter_length': 1280, 'hop_length': 320, 'win_length': 1280, 'n_mel_channels': 80, 'mel_fmin': 0.0, 'mel_fmax': None}, 'model': {'inter_channels': 192, 'hidden_channels': 192, 'filter_channels': 768, 'n_heads': 2, 'n_layers': 6, 'kernel_size': 3, 'p_dropout': 0.1, 'resblock': '1', 'resblock_kernel_sizes': [3, 7, 11], 'resblock_dilation_sizes': [[1, 3, 5], [1, 3, 5], [1, 3, 5]], 'upsample_rates': [10, 8, 2, 2], 'upsample_initial_channel': 512, 'upsample_kernel_sizes': [16, 16, 4, 4], 'n_layers_q': 3, 'use_spectral_norm': False, 'gin_channels': 256, 'ssl_dim': 256, 'n_speakers': 2}, 'spk': {'hina1': 0}, 'model_dir': './logs\\32k'} +2023-02-04 20:11:25,852 32k INFO emb_g.weight is not in the checkpoint +2023-02-04 20:11:25,966 32k INFO Loaded checkpoint './logs\32k\G_0.pth' (iteration 1) +2023-02-04 20:11:26,059 32k INFO Loaded checkpoint './logs\32k\D_0.pth' (iteration 1) +2023-02-04 20:11:36,575 32k INFO Train Epoch: 1 [0%] +2023-02-04 20:11:36,576 32k INFO [5.977398872375488, 1.9547761678695679, 15.513099670410156, 49.951812744140625, 15.144304275512695, 0, 0.0001] +2023-02-04 20:11:42,338 32k INFO Saving model and optimizer state at iteration 1 to ./logs\32k\G_0.pth +2023-02-04 20:12:02,861 32k INFO Saving model and optimizer state at iteration 1 to ./logs\32k\D_0.pth +2023-02-04 20:12:30,604 32k INFO ====> Epoch: 1 +2023-02-04 20:12:57,336 32k INFO ====> Epoch: 2 +2023-02-04 20:13:23,759 32k INFO ====> Epoch: 3 +2023-02-04 20:13:50,994 32k INFO ====> Epoch: 4 +2023-02-04 20:14:17,118 32k INFO ====> Epoch: 5 +2023-02-04 20:14:42,971 32k INFO ====> Epoch: 6 +2023-02-04 20:15:09,812 32k INFO ====> Epoch: 7 +2023-02-04 20:15:36,422 32k INFO ====> Epoch: 8 +2023-02-04 20:15:40,509 32k INFO Train Epoch: 9 [0%] +2023-02-04 20:15:40,510 32k INFO [2.40291166305542, 2.4467506408691406, 15.688117027282715, 24.675966262817383, 1.0430173873901367, 200, 9.990004373906418e-05] +2023-02-04 20:16:03,908 32k INFO ====> Epoch: 9 +2023-02-04 20:16:39,772 32k INFO ====> Epoch: 10 +2023-02-04 20:17:06,817 32k INFO ====> Epoch: 11 +2023-02-04 20:17:34,248 32k INFO ====> Epoch: 12 +2023-02-04 20:18:02,342 32k INFO ====> Epoch: 13 +2023-02-04 20:18:31,779 32k INFO ====> Epoch: 14 +2023-02-04 20:19:01,050 32k INFO ====> Epoch: 15 +2023-02-04 20:19:28,466 32k INFO ====> Epoch: 16 +2023-02-04 20:19:32,566 32k INFO Train Epoch: 17 [0%] +2023-02-04 20:19:32,567 32k INFO [2.370978593826294, 2.4288299083709717, 13.283259391784668, 20.19255256652832, 0.7899706959724426, 400, 9.980018739066937e-05] +2023-02-04 20:19:55,854 32k INFO ====> Epoch: 17 +2023-02-04 20:20:23,040 32k INFO ====> Epoch: 18 +2023-02-04 20:20:50,498 32k INFO ====> Epoch: 19 +2023-02-04 20:21:17,599 32k INFO ====> Epoch: 20 +2023-02-04 20:21:44,764 32k INFO ====> Epoch: 21 +2023-02-04 20:22:12,035 32k INFO ====> Epoch: 22 +2023-02-04 20:22:39,757 32k INFO ====> Epoch: 23 +2023-02-04 20:23:07,210 32k INFO ====> Epoch: 24 +2023-02-04 20:23:11,275 32k INFO Train Epoch: 25 [0%] +2023-02-04 20:23:11,275 32k INFO [2.589359998703003, 2.175290107727051, 10.930684089660645, 18.455137252807617, 0.5872046947479248, 600, 9.970043085494672e-05] +2023-02-04 20:23:34,852 32k INFO ====> Epoch: 25 +2023-02-04 20:24:02,037 32k INFO ====> Epoch: 26 +2023-02-04 20:24:29,270 32k INFO ====> Epoch: 27 +2023-02-04 20:24:56,604 32k INFO ====> Epoch: 28 +2023-02-04 20:25:23,791 32k INFO ====> Epoch: 29 +2023-02-04 20:25:50,895 32k INFO ====> Epoch: 30 +2023-02-04 20:26:17,971 32k INFO ====> Epoch: 31 +2023-02-04 20:26:45,256 32k INFO ====> Epoch: 32 +2023-02-04 20:26:49,393 32k INFO Train Epoch: 33 [0%] +2023-02-04 20:26:49,394 32k INFO [2.4531161785125732, 2.342686891555786, 14.01656436920166, 21.631324768066406, 1.030676245689392, 800, 9.960077403212722e-05] +2023-02-04 20:27:12,572 32k INFO ====> Epoch: 33 +2023-02-04 20:27:39,696 32k INFO ====> Epoch: 34 +2023-02-04 20:28:06,865 32k INFO ====> Epoch: 35 +2023-02-04 20:28:34,285 32k INFO ====> Epoch: 36 +2023-02-04 20:29:01,425 32k INFO ====> Epoch: 37 +2023-02-04 20:29:29,008 32k INFO ====> Epoch: 38 +2023-02-04 20:29:55,596 32k INFO ====> Epoch: 39 +2023-02-04 20:30:22,657 32k INFO ====> Epoch: 40 +2023-02-04 20:30:26,765 32k INFO Train Epoch: 41 [0%] +2023-02-04 20:30:26,765 32k INFO [2.549203395843506, 2.400587320327759, 12.6769437789917, 18.616113662719727, 0.6283105611801147, 1000, 9.950121682254156e-05] +2023-02-04 20:30:30,651 32k INFO Saving model and optimizer state at iteration 41 to ./logs\32k\G_1000.pth +2023-02-04 20:30:47,794 32k INFO Saving model and optimizer state at iteration 41 to ./logs\32k\D_1000.pth +2023-02-04 20:31:13,935 32k INFO ====> Epoch: 41 +2023-02-04 20:31:40,044 32k INFO ====> Epoch: 42 +2023-02-04 20:32:06,267 32k INFO ====> Epoch: 43 +2023-02-04 20:32:33,116 32k INFO ====> Epoch: 44 +2023-02-04 20:32:59,719 32k INFO ====> Epoch: 45 +2023-02-04 20:33:29,124 32k INFO ====> Epoch: 46 +2023-02-04 20:33:57,845 32k INFO ====> Epoch: 47 +2023-02-04 20:34:27,936 32k INFO ====> Epoch: 48 +2023-02-04 20:34:33,194 32k INFO Train Epoch: 49 [0%] +2023-02-04 20:34:33,194 32k INFO [2.3614063262939453, 2.3424668312072754, 11.706216812133789, 16.761804580688477, 0.8432938456535339, 1200, 9.940175912662009e-05] +2023-02-04 20:34:59,647 32k INFO ====> Epoch: 49 +2023-02-04 20:35:29,154 32k INFO ====> Epoch: 50 +2023-02-04 20:35:58,903 32k INFO ====> Epoch: 51 +2023-02-04 20:36:27,566 32k INFO ====> Epoch: 52 +2023-02-04 20:36:54,811 32k INFO ====> Epoch: 53 +2023-02-04 20:37:21,952 32k INFO ====> Epoch: 54 +2023-02-04 20:46:51,886 32k INFO {'train': {'log_interval': 200, 'eval_interval': 1000, 'seed': 1234, 'epochs': 10000, 'learning_rate': 0.0001, 'betas': [0.8, 0.99], 'eps': 1e-09, 'batch_size': 6, 'fp16_run': False, 'lr_decay': 0.999875, 'segment_size': 17920, 'init_lr_ratio': 1, 'warmup_epochs': 0, 'c_mel': 45, 'c_kl': 1.0, 'use_sr': True, 'max_speclen': 384, 'port': '8001'}, 'data': {'training_files': 'filelists/train.txt', 'validation_files': 'filelists/val.txt', 'max_wav_value': 32768.0, 'sampling_rate': 32000, 'filter_length': 1280, 'hop_length': 320, 'win_length': 1280, 'n_mel_channels': 80, 'mel_fmin': 0.0, 'mel_fmax': None}, 'model': {'inter_channels': 192, 'hidden_channels': 192, 'filter_channels': 768, 'n_heads': 2, 'n_layers': 6, 'kernel_size': 3, 'p_dropout': 0.1, 'resblock': '1', 'resblock_kernel_sizes': [3, 7, 11], 'resblock_dilation_sizes': [[1, 3, 5], [1, 3, 5], [1, 3, 5]], 'upsample_rates': [10, 8, 2, 2], 'upsample_initial_channel': 512, 'upsample_kernel_sizes': [16, 16, 4, 4], 'n_layers_q': 3, 'use_spectral_norm': False, 'gin_channels': 256, 'ssl_dim': 256, 'n_speakers': 2}, 'spk': {'hina1': 0}, 'model_dir': './logs\\32k'} +2023-02-04 20:46:56,750 32k INFO Loaded checkpoint './logs\32k\G_1000.pth' (iteration 41) +2023-02-04 20:46:57,142 32k INFO Loaded checkpoint './logs\32k\D_1000.pth' (iteration 41) +2023-02-04 20:47:05,424 32k INFO Train Epoch: 41 [0%] +2023-02-04 20:47:05,424 32k INFO [2.492090940475464, 2.5104329586029053, 12.700410842895508, 19.27872657775879, 1.0481759309768677, 1000, 9.948877917043875e-05] +2023-02-04 20:47:10,174 32k INFO Saving model and optimizer state at iteration 41 to ./logs\32k\G_1000.pth +2023-02-04 20:47:26,999 32k INFO Saving model and optimizer state at iteration 41 to ./logs\32k\D_1000.pth +2023-02-04 20:48:06,530 32k INFO ====> Epoch: 41 +2023-02-04 20:48:35,122 32k INFO ====> Epoch: 42 +2023-02-04 20:49:08,242 32k INFO ====> Epoch: 43 +2023-02-04 20:49:36,965 32k INFO ====> Epoch: 44 +2023-02-04 20:50:07,168 32k INFO ====> Epoch: 45 +2023-02-04 20:50:35,021 32k INFO ====> Epoch: 46 +2023-02-04 20:51:02,146 32k INFO ====> Epoch: 47 +2023-02-04 20:51:30,428 32k INFO ====> Epoch: 48 +2023-02-04 20:51:34,852 32k INFO Train Epoch: 49 [0%] +2023-02-04 20:51:34,853 32k INFO [2.277940034866333, 2.4202959537506104, 14.638995170593262, 20.848228454589844, 0.7736092209815979, 1200, 9.938933390672926e-05] +2023-02-04 20:51:58,425 32k INFO ====> Epoch: 49 +2023-02-04 20:52:25,602 32k INFO ====> Epoch: 50 +2023-02-04 20:52:52,725 32k INFO ====> Epoch: 51 +2023-02-04 20:55:22,537 32k INFO {'train': {'log_interval': 200, 'eval_interval': 1000, 'seed': 1234, 'epochs': 10000, 'learning_rate': 0.0001, 'betas': [0.8, 0.99], 'eps': 1e-09, 'batch_size': 6, 'fp16_run': False, 'lr_decay': 0.999875, 'segment_size': 17920, 'init_lr_ratio': 1, 'warmup_epochs': 0, 'c_mel': 45, 'c_kl': 1.0, 'use_sr': True, 'max_speclen': 384, 'port': '8001'}, 'data': {'training_files': 'filelists/train.txt', 'validation_files': 'filelists/val.txt', 'max_wav_value': 32768.0, 'sampling_rate': 32000, 'filter_length': 1280, 'hop_length': 320, 'win_length': 1280, 'n_mel_channels': 80, 'mel_fmin': 0.0, 'mel_fmax': None}, 'model': {'inter_channels': 192, 'hidden_channels': 192, 'filter_channels': 768, 'n_heads': 2, 'n_layers': 6, 'kernel_size': 3, 'p_dropout': 0.1, 'resblock': '1', 'resblock_kernel_sizes': [3, 7, 11], 'resblock_dilation_sizes': [[1, 3, 5], [1, 3, 5], [1, 3, 5]], 'upsample_rates': [10, 8, 2, 2], 'upsample_initial_channel': 512, 'upsample_kernel_sizes': [16, 16, 4, 4], 'n_layers_q': 3, 'use_spectral_norm': False, 'gin_channels': 256, 'ssl_dim': 256, 'n_speakers': 2}, 'spk': {'hina1': 0}, 'model_dir': './logs\\32k'} +2023-02-04 20:55:27,367 32k INFO Loaded checkpoint './logs\32k\G_1000.pth' (iteration 41) +2023-02-04 20:55:27,768 32k INFO Loaded checkpoint './logs\32k\D_1000.pth' (iteration 41) +2023-02-04 20:55:35,904 32k INFO Train Epoch: 41 [0%] +2023-02-04 20:55:35,904 32k INFO [2.4738008975982666, 2.4118423461914062, 12.60948371887207, 19.135894775390625, 0.9841304421424866, 1000, 9.947634307304244e-05] +2023-02-04 20:55:40,634 32k INFO Saving model and optimizer state at iteration 41 to ./logs\32k\G_1000.pth +2023-02-04 20:55:58,618 32k INFO Saving model and optimizer state at iteration 41 to ./logs\32k\D_1000.pth +2023-02-04 20:56:26,460 32k INFO ====> Epoch: 41 +2023-02-04 20:57:34,628 32k INFO ====> Epoch: 42 +2023-02-04 20:58:13,327 32k INFO ====> Epoch: 43 +2023-02-04 20:58:39,640 32k INFO ====> Epoch: 44 +2023-02-04 20:59:06,044 32k INFO ====> Epoch: 45 +2023-02-04 20:59:32,406 32k INFO ====> Epoch: 46 +2023-02-04 20:59:58,782 32k INFO ====> Epoch: 47 +2023-02-04 21:00:25,265 32k INFO ====> Epoch: 48 +2023-02-04 21:00:29,362 32k INFO Train Epoch: 49 [0%] +2023-02-04 21:00:29,363 32k INFO [2.255981683731079, 2.389892816543579, 14.807927131652832, 20.822479248046875, 0.7630262970924377, 1200, 9.937691023999092e-05] +2023-02-04 21:00:53,430 32k INFO ====> Epoch: 49 +2023-02-04 21:01:19,836 32k INFO ====> Epoch: 50 +2023-02-04 21:01:46,148 32k INFO ====> Epoch: 51 +2023-02-04 21:02:12,487 32k INFO ====> Epoch: 52 +2023-02-04 21:02:38,906 32k INFO ====> Epoch: 53 +2023-02-04 21:03:05,222 32k INFO ====> Epoch: 54 +2023-02-04 21:03:31,514 32k INFO ====> Epoch: 55 +2023-02-04 21:03:57,768 32k INFO ====> Epoch: 56 +2023-02-04 21:04:01,852 32k INFO Train Epoch: 57 [0%] +2023-02-04 21:04:01,853 32k INFO [2.3308873176574707, 2.2964253425598145, 12.706058502197266, 17.78127098083496, 0.5288392901420593, 1400, 9.927757679628145e-05] +2023-02-04 21:04:24,415 32k INFO ====> Epoch: 57 +2023-02-04 21:04:50,757 32k INFO ====> Epoch: 58 +2023-02-04 21:05:17,134 32k INFO ====> Epoch: 59 +2023-02-04 21:05:43,492 32k INFO ====> Epoch: 60 +2023-02-04 21:06:09,876 32k INFO ====> Epoch: 61 +2023-02-04 21:06:36,269 32k INFO ====> Epoch: 62 +2023-02-04 21:07:02,644 32k INFO ====> Epoch: 63 +2023-02-04 21:07:28,922 32k INFO ====> Epoch: 64 +2023-02-04 21:07:32,979 32k INFO Train Epoch: 65 [0%] +2023-02-04 21:07:32,980 32k INFO [2.391834259033203, 2.068730592727661, 10.007271766662598, 16.191804885864258, 0.4038277864456177, 1600, 9.917834264256819e-05] +2023-02-04 21:07:55,630 32k INFO ====> Epoch: 65 +2023-02-04 21:08:21,969 32k INFO ====> Epoch: 66 +2023-02-04 21:08:48,238 32k INFO ====> Epoch: 67 +2023-02-04 21:09:14,654 32k INFO ====> Epoch: 68 +2023-02-04 21:09:41,167 32k INFO ====> Epoch: 69 +2023-02-04 21:10:07,571 32k INFO ====> Epoch: 70 +2023-02-04 21:10:34,170 32k INFO ====> Epoch: 71 +2023-02-04 21:11:00,648 32k INFO ====> Epoch: 72 +2023-02-04 21:11:04,826 32k INFO Train Epoch: 73 [0%] +2023-02-04 21:11:04,826 32k INFO [2.247304677963257, 2.7218711376190186, 14.520177841186523, 19.40929412841797, 0.8852187991142273, 1800, 9.907920767960457e-05] +2023-02-04 21:11:27,551 32k INFO ====> Epoch: 73 +2023-02-04 21:11:54,131 32k INFO ====> Epoch: 74 +2023-02-04 21:12:20,652 32k INFO ====> Epoch: 75 +2023-02-04 21:12:47,205 32k INFO ====> Epoch: 76 +2023-02-04 21:13:13,600 32k INFO ====> Epoch: 77 +2023-02-04 21:13:39,983 32k INFO ====> Epoch: 78 +2023-02-04 21:14:06,474 32k INFO ====> Epoch: 79 +2023-02-04 21:14:32,896 32k INFO ====> Epoch: 80 +2023-02-04 21:14:37,076 32k INFO Train Epoch: 81 [0%] +2023-02-04 21:14:37,077 32k INFO [2.5361528396606445, 2.2172956466674805, 12.165610313415527, 16.743547439575195, 0.5353314876556396, 2000, 9.89801718082432e-05] +2023-02-04 21:14:41,085 32k INFO Saving model and optimizer state at iteration 81 to ./logs\32k\G_2000.pth +2023-02-04 21:15:01,797 32k INFO Saving model and optimizer state at iteration 81 to ./logs\32k\D_2000.pth +2023-02-04 21:15:27,303 32k INFO ====> Epoch: 81 +2023-02-04 21:15:53,568 32k INFO ====> Epoch: 82 +2023-02-04 21:16:19,903 32k INFO ====> Epoch: 83 +2023-02-04 21:16:46,291 32k INFO ====> Epoch: 84 +2023-02-04 21:17:13,585 32k INFO ====> Epoch: 85 +2023-02-04 21:17:39,914 32k INFO ====> Epoch: 86 +2023-02-04 21:18:06,218 32k INFO ====> Epoch: 87 +2023-02-04 21:18:32,575 32k INFO ====> Epoch: 88 +2023-02-04 21:18:36,662 32k INFO Train Epoch: 89 [0%] +2023-02-04 21:18:36,663 32k INFO [2.4822397232055664, 2.1560280323028564, 10.879136085510254, 14.922253608703613, 0.7559465765953064, 2200, 9.888123492943583e-05] +2023-02-04 21:18:59,189 32k INFO ====> Epoch: 89 +2023-02-04 21:19:25,511 32k INFO ====> Epoch: 90 +2023-02-04 21:19:51,909 32k INFO ====> Epoch: 91 +2023-02-04 21:20:18,315 32k INFO ====> Epoch: 92 +2023-02-04 21:20:44,650 32k INFO ====> Epoch: 93 +2023-02-04 21:21:11,108 32k INFO ====> Epoch: 94 +2023-02-04 21:21:37,452 32k INFO ====> Epoch: 95 +2023-02-04 21:22:03,687 32k INFO ====> Epoch: 96 +2023-02-04 21:22:07,736 32k INFO Train Epoch: 97 [0%] +2023-02-04 21:22:07,736 32k INFO [2.4346230030059814, 2.473043203353882, 11.077376365661621, 15.77294635772705, 0.8462531566619873, 2400, 9.87823969442332e-05] +2023-02-04 21:22:30,347 32k INFO ====> Epoch: 97 +2023-02-04 21:22:56,704 32k INFO ====> Epoch: 98 +2023-02-04 21:23:23,080 32k INFO ====> Epoch: 99 +2023-02-04 21:23:49,499 32k INFO ====> Epoch: 100 +2023-02-04 21:24:15,822 32k INFO ====> Epoch: 101 +2023-02-04 21:24:42,330 32k INFO ====> Epoch: 102 +2023-02-04 21:25:08,735 32k INFO ====> Epoch: 103 +2023-02-04 21:25:35,127 32k INFO ====> Epoch: 104 +2023-02-04 21:25:39,177 32k INFO Train Epoch: 105 [0%] +2023-02-04 21:25:39,178 32k INFO [2.4151742458343506, 2.4402923583984375, 11.265559196472168, 15.222921371459961, 0.798372209072113, 2600, 9.868365775378495e-05] +2023-02-04 21:26:01,692 32k INFO ====> Epoch: 105 +2023-02-04 21:26:28,073 32k INFO ====> Epoch: 106 +2023-02-04 21:26:54,470 32k INFO ====> Epoch: 107 +2023-02-04 21:27:20,752 32k INFO ====> Epoch: 108 +2023-02-04 21:27:47,147 32k INFO ====> Epoch: 109 +2023-02-04 21:28:13,545 32k INFO ====> Epoch: 110 +2023-02-04 21:28:39,827 32k INFO ====> Epoch: 111 +2023-02-04 21:29:06,266 32k INFO ====> Epoch: 112 +2023-02-04 21:29:10,391 32k INFO Train Epoch: 113 [0%] +2023-02-04 21:29:10,392 32k INFO [2.5808393955230713, 2.455143451690674, 11.80793571472168, 15.676888465881348, 0.5481972098350525, 2800, 9.858501725933955e-05] +2023-02-04 21:29:32,999 32k INFO ====> Epoch: 113 +2023-02-04 21:29:59,465 32k INFO ====> Epoch: 114 +2023-02-04 21:30:25,891 32k INFO ====> Epoch: 115 +2023-02-04 21:30:52,333 32k INFO ====> Epoch: 116 +2023-02-04 21:31:18,660 32k INFO ====> Epoch: 117 +2023-02-04 21:31:45,061 32k INFO ====> Epoch: 118 +2023-02-04 21:32:11,393 32k INFO ====> Epoch: 119 +2023-02-04 21:32:37,791 32k INFO ====> Epoch: 120 +2023-02-04 21:32:41,885 32k INFO Train Epoch: 121 [0%] +2023-02-04 21:32:41,886 32k INFO [2.4729299545288086, 2.2928152084350586, 14.844179153442383, 20.01641845703125, 1.0439302921295166, 3000, 9.848647536224416e-05] +2023-02-04 21:32:45,755 32k INFO Saving model and optimizer state at iteration 121 to ./logs\32k\G_3000.pth +2023-02-04 21:33:02,209 32k INFO Saving model and optimizer state at iteration 121 to ./logs\32k\D_3000.pth +2023-02-04 21:33:27,849 32k INFO ====> Epoch: 121 +2023-02-04 21:33:54,132 32k INFO ====> Epoch: 122 +2023-02-04 21:34:20,538 32k INFO ====> Epoch: 123 +2023-02-04 21:34:46,964 32k INFO ====> Epoch: 124 +2023-02-04 21:35:13,335 32k INFO ====> Epoch: 125 +2023-02-04 21:35:39,642 32k INFO ====> Epoch: 126 +2023-02-04 21:36:05,987 32k INFO ====> Epoch: 127 +2023-02-04 21:36:32,400 32k INFO ====> Epoch: 128 +2023-02-04 21:36:36,533 32k INFO Train Epoch: 129 [0%] +2023-02-04 21:36:36,534 32k INFO [2.3010549545288086, 2.327244758605957, 11.63273811340332, 16.4879207611084, 0.868301272392273, 3200, 9.838803196394459e-05] +2023-02-04 21:36:59,076 32k INFO ====> Epoch: 129 +2023-02-04 21:37:25,494 32k INFO ====> Epoch: 130 +2023-02-04 21:37:51,891 32k INFO ====> Epoch: 131 +2023-02-04 21:38:18,231 32k INFO ====> Epoch: 132 +2023-02-04 21:38:44,600 32k INFO ====> Epoch: 133 +2023-02-04 21:39:10,964 32k INFO ====> Epoch: 134 +2023-02-04 21:39:37,454 32k INFO ====> Epoch: 135 +2023-02-04 21:40:03,863 32k INFO ====> Epoch: 136 +2023-02-04 21:40:07,929 32k INFO Train Epoch: 137 [0%] +2023-02-04 21:40:07,930 32k INFO [2.303638458251953, 2.3918561935424805, 13.19827938079834, 18.383756637573242, 0.997462809085846, 3400, 9.828968696598508e-05] +2023-02-04 21:40:30,466 32k INFO ====> Epoch: 137 +2023-02-04 21:40:56,854 32k INFO ====> Epoch: 138 +2023-02-04 21:41:23,180 32k INFO ====> Epoch: 139 +2023-02-04 21:41:49,570 32k INFO ====> Epoch: 140 +2023-02-04 21:42:15,963 32k INFO ====> Epoch: 141 +2023-02-04 21:42:42,296 32k INFO ====> Epoch: 142 +2023-02-04 21:43:08,686 32k INFO ====> Epoch: 143 +2023-02-04 21:43:35,066 32k INFO ====> Epoch: 144 +2023-02-04 21:43:39,163 32k INFO Train Epoch: 145 [0%] +2023-02-04 21:43:39,164 32k INFO [2.223198890686035, 2.5215859413146973, 13.808361053466797, 18.773801803588867, 0.9184082746505737, 3600, 9.819144027000834e-05] +2023-02-04 21:44:01,737 32k INFO ====> Epoch: 145 +2023-02-04 21:44:28,244 32k INFO ====> Epoch: 146 +2023-02-04 21:44:54,664 32k INFO ====> Epoch: 147 +2023-02-04 21:45:21,058 32k INFO ====> Epoch: 148 +2023-02-04 21:45:47,475 32k INFO ====> Epoch: 149 +2023-02-04 21:46:13,817 32k INFO ====> Epoch: 150 +2023-02-04 21:46:40,182 32k INFO ====> Epoch: 151 +2023-02-04 21:47:06,513 32k INFO ====> Epoch: 152 +2023-02-04 21:47:10,587 32k INFO Train Epoch: 153 [0%] +2023-02-04 21:47:10,588 32k INFO [2.168827533721924, 2.542440414428711, 12.562305450439453, 15.855681419372559, 0.7247675657272339, 3800, 9.809329177775541e-05] +2023-02-04 21:47:33,183 32k INFO ====> Epoch: 153 +2023-02-04 21:47:59,595 32k INFO ====> Epoch: 154 +2023-02-04 21:48:25,900 32k INFO ====> Epoch: 155 +2023-02-04 21:48:52,264 32k INFO ====> Epoch: 156 +2023-02-04 21:49:18,638 32k INFO ====> Epoch: 157 +2023-02-04 21:49:45,057 32k INFO ====> Epoch: 158 +2023-02-04 21:50:11,825 32k INFO ====> Epoch: 159 +2023-02-04 21:50:38,256 32k INFO ====> Epoch: 160 +2023-02-04 21:50:42,391 32k INFO Train Epoch: 161 [0%] +2023-02-04 21:50:42,391 32k INFO [2.2886276245117188, 2.1768417358398438, 13.106002807617188, 18.043481826782227, 0.46024513244628906, 4000, 9.79952413910655e-05] +2023-02-04 21:50:46,295 32k INFO Saving model and optimizer state at iteration 161 to ./logs\32k\G_4000.pth +2023-02-04 21:51:03,303 32k INFO Saving model and optimizer state at iteration 161 to ./logs\32k\D_4000.pth +2023-02-04 21:51:28,784 32k INFO ====> Epoch: 161 +2023-02-04 21:51:55,083 32k INFO ====> Epoch: 162 +2023-02-04 21:52:21,450 32k INFO ====> Epoch: 163 +2023-02-04 21:52:47,811 32k INFO ====> Epoch: 164 +2023-02-04 21:53:14,186 32k INFO ====> Epoch: 165 +2023-02-04 21:53:40,556 32k INFO ====> Epoch: 166 +2023-02-04 21:54:22,901 32k INFO ====> Epoch: 167 +2023-02-04 21:54:49,325 32k INFO ====> Epoch: 168 +2023-02-04 21:54:53,502 32k INFO Train Epoch: 169 [0%] +2023-02-04 21:54:53,503 32k INFO [2.2533202171325684, 2.4942855834960938, 13.012185096740723, 15.217448234558105, 0.7395544052124023, 4200, 9.789728901187598e-05] +2023-02-04 21:55:16,083 32k INFO ====> Epoch: 169 +2023-02-04 21:55:42,586 32k INFO ====> Epoch: 170 +2023-02-04 21:56:09,803 32k INFO ====> Epoch: 171 +2023-02-04 21:56:40,131 32k INFO ====> Epoch: 172 +2023-02-04 21:57:07,356 32k INFO ====> Epoch: 173 +2023-02-04 21:57:39,389 32k INFO ====> Epoch: 174 +2023-02-04 21:58:08,621 32k INFO ====> Epoch: 175 +2023-02-04 21:58:38,180 32k INFO ====> Epoch: 176 +2023-02-04 21:58:46,042 32k INFO Train Epoch: 177 [0%] +2023-02-04 21:58:46,042 32k INFO [1.9859346151351929, 2.6098527908325195, 12.343951225280762, 15.148518562316895, 0.34674718976020813, 4400, 9.779943454222217e-05] +2023-02-04 21:59:08,671 32k INFO ====> Epoch: 177 +2023-02-04 21:59:38,807 32k INFO ====> Epoch: 178 +2023-02-04 22:00:07,509 32k INFO ====> Epoch: 179 +2023-02-04 22:00:38,629 32k INFO ====> Epoch: 180 +2023-02-04 22:01:04,986 32k INFO ====> Epoch: 181 +2023-02-04 22:01:31,231 32k INFO ====> Epoch: 182 +2023-02-04 22:01:57,519 32k INFO ====> Epoch: 183 +2023-02-04 22:02:23,825 32k INFO ====> Epoch: 184 +2023-02-04 22:02:27,917 32k INFO Train Epoch: 185 [0%] +2023-02-04 22:02:27,918 32k INFO [2.2295455932617188, 2.294901132583618, 14.993910789489746, 18.19457244873047, 0.6483907699584961, 4600, 9.77016778842374e-05] +2023-02-04 22:02:50,560 32k INFO ====> Epoch: 185 +2023-02-04 22:03:16,845 32k INFO ====> Epoch: 186 +2023-02-04 22:03:43,239 32k INFO ====> Epoch: 187 +2023-02-04 22:04:09,624 32k INFO ====> Epoch: 188 +2023-02-04 22:04:36,216 32k INFO ====> Epoch: 189 +2023-02-04 22:05:02,689 32k INFO ====> Epoch: 190 +2023-02-04 22:05:29,152 32k INFO ====> Epoch: 191 +2023-02-04 22:05:55,507 32k INFO ====> Epoch: 192 +2023-02-04 22:05:59,571 32k INFO Train Epoch: 193 [0%] +2023-02-04 22:05:59,572 32k INFO [2.2253711223602295, 2.508944272994995, 13.384525299072266, 18.248666763305664, 0.7119918465614319, 4800, 9.760401894015275e-05] +2023-02-04 22:06:22,137 32k INFO ====> Epoch: 193 +2023-02-04 22:06:48,526 32k INFO ====> Epoch: 194 +2023-02-04 22:07:14,866 32k INFO ====> Epoch: 195 +2023-02-04 22:07:41,292 32k INFO ====> Epoch: 196 +2023-02-04 22:08:07,628 32k INFO ====> Epoch: 197 +2023-02-04 22:08:33,952 32k INFO ====> Epoch: 198 +2023-02-04 22:09:00,347 32k INFO ====> Epoch: 199 +2023-02-04 22:09:26,867 32k INFO ====> Epoch: 200 +2023-02-04 22:09:31,027 32k INFO Train Epoch: 201 [0%] +2023-02-04 22:09:31,028 32k INFO [2.3519287109375, 2.2801835536956787, 11.035263061523438, 13.807635307312012, 0.15952473878860474, 5000, 9.750645761229709e-05] +2023-02-04 22:09:34,966 32k INFO Saving model and optimizer state at iteration 201 to ./logs\32k\G_5000.pth +2023-02-04 22:09:51,011 32k INFO Saving model and optimizer state at iteration 201 to ./logs\32k\D_5000.pth +2023-02-04 22:10:16,701 32k INFO ====> Epoch: 201 +2023-02-04 22:10:43,180 32k INFO ====> Epoch: 202 +2023-02-04 22:11:09,544 32k INFO ====> Epoch: 203 +2023-02-04 22:11:36,092 32k INFO ====> Epoch: 204 +2023-02-04 22:12:02,654 32k INFO ====> Epoch: 205 +2023-02-04 22:12:29,090 32k INFO ====> Epoch: 206 +2023-02-04 22:12:55,594 32k INFO ====> Epoch: 207 +2023-02-04 22:13:22,038 32k INFO ====> Epoch: 208 +2023-02-04 22:13:26,182 32k INFO Train Epoch: 209 [0%] +2023-02-04 22:13:26,182 32k INFO [2.097564458847046, 2.6776375770568848, 16.14987564086914, 18.61567497253418, 0.31007465720176697, 5200, 9.740899380309685e-05] +2023-02-04 22:13:48,818 32k INFO ====> Epoch: 209 +2023-02-04 22:14:15,258 32k INFO ====> Epoch: 210 +2023-02-04 22:14:41,760 32k INFO ====> Epoch: 211 +2023-02-04 22:15:08,207 32k INFO ====> Epoch: 212 +2023-02-04 22:15:34,575 32k INFO ====> Epoch: 213 +2023-02-04 22:16:00,971 32k INFO ====> Epoch: 214 +2023-02-04 22:16:27,371 32k INFO ====> Epoch: 215 +2023-02-04 22:16:53,775 32k INFO ====> Epoch: 216 +2023-02-04 22:16:57,961 32k INFO Train Epoch: 217 [0%] +2023-02-04 22:16:57,962 32k INFO [2.3275327682495117, 2.5020511150360107, 10.235851287841797, 13.926549911499023, 0.6221230030059814, 5400, 9.731162741507607e-05] +2023-02-04 22:17:20,514 32k INFO ====> Epoch: 217 +2023-02-04 22:17:46,744 32k INFO ====> Epoch: 218 +2023-02-04 22:18:13,151 32k INFO ====> Epoch: 219 +2023-02-04 22:18:39,480 32k INFO ====> Epoch: 220 +2023-02-04 22:19:05,921 32k INFO ====> Epoch: 221 +2023-02-04 22:19:32,416 32k INFO ====> Epoch: 222 +2023-02-04 22:19:59,453 32k INFO ====> Epoch: 223 +2023-02-04 22:20:26,291 32k INFO ====> Epoch: 224 +2023-02-04 22:20:30,324 32k INFO Train Epoch: 225 [0%] +2023-02-04 22:20:30,324 32k INFO [2.320335626602173, 2.513777256011963, 14.380376815795898, 18.249568939208984, 0.6452454328536987, 5600, 9.721435835085619e-05] +2023-02-04 22:20:53,024 32k INFO ====> Epoch: 225 +2023-02-04 22:21:19,551 32k INFO ====> Epoch: 226 +2023-02-04 22:21:45,985 32k INFO ====> Epoch: 227 +2023-02-04 22:22:12,488 32k INFO ====> Epoch: 228 +2023-02-04 22:22:39,003 32k INFO ====> Epoch: 229 +2023-02-04 22:23:05,624 32k INFO ====> Epoch: 230 +2023-02-04 22:23:31,992 32k INFO ====> Epoch: 231 +2023-02-04 22:23:58,461 32k INFO ====> Epoch: 232 +2023-02-04 22:24:02,545 32k INFO Train Epoch: 233 [0%] +2023-02-04 22:24:02,545 32k INFO [1.9380879402160645, 2.861271619796753, 12.639337539672852, 14.460182189941406, 0.34426456689834595, 5800, 9.711718651315591e-05] +2023-02-04 22:24:25,168 32k INFO ====> Epoch: 233 +2023-02-04 22:24:51,730 32k INFO ====> Epoch: 234 +2023-02-04 22:25:18,170 32k INFO ====> Epoch: 235 +2023-02-04 22:25:44,666 32k INFO ====> Epoch: 236 +2023-02-04 22:26:11,156 32k INFO ====> Epoch: 237 +2023-02-04 22:26:37,568 32k INFO ====> Epoch: 238 +2023-02-04 22:27:04,043 32k INFO ====> Epoch: 239 +2023-02-04 22:27:30,520 32k INFO ====> Epoch: 240 +2023-02-04 22:27:34,638 32k INFO Train Epoch: 241 [0%] +2023-02-04 22:27:34,639 32k INFO [2.192532539367676, 2.4974513053894043, 14.768997192382812, 17.923913955688477, 0.9173873066902161, 6000, 9.702011180479129e-05] +2023-02-04 22:27:38,556 32k INFO Saving model and optimizer state at iteration 241 to ./logs\32k\G_6000.pth +2023-02-04 22:27:58,370 32k INFO Saving model and optimizer state at iteration 241 to ./logs\32k\D_6000.pth +2023-02-04 22:28:24,426 32k INFO ====> Epoch: 241 +2023-02-04 22:28:50,841 32k INFO ====> Epoch: 242 +2023-02-04 22:58:36,334 32k INFO {'train': {'log_interval': 200, 'eval_interval': 1000, 'seed': 1234, 'epochs': 10000, 'learning_rate': 0.0001, 'betas': [0.8, 0.99], 'eps': 1e-09, 'batch_size': 6, 'fp16_run': False, 'lr_decay': 0.999875, 'segment_size': 17920, 'init_lr_ratio': 1, 'warmup_epochs': 0, 'c_mel': 45, 'c_kl': 1.0, 'use_sr': True, 'max_speclen': 384, 'port': '8001'}, 'data': {'training_files': 'filelists/train.txt', 'validation_files': 'filelists/val.txt', 'max_wav_value': 32768.0, 'sampling_rate': 32000, 'filter_length': 1280, 'hop_length': 320, 'win_length': 1280, 'n_mel_channels': 80, 'mel_fmin': 0.0, 'mel_fmax': None}, 'model': {'inter_channels': 192, 'hidden_channels': 192, 'filter_channels': 768, 'n_heads': 2, 'n_layers': 6, 'kernel_size': 3, 'p_dropout': 0.1, 'resblock': '1', 'resblock_kernel_sizes': [3, 7, 11], 'resblock_dilation_sizes': [[1, 3, 5], [1, 3, 5], [1, 3, 5]], 'upsample_rates': [10, 8, 2, 2], 'upsample_initial_channel': 512, 'upsample_kernel_sizes': [16, 16, 4, 4], 'n_layers_q': 3, 'use_spectral_norm': False, 'gin_channels': 256, 'ssl_dim': 256, 'n_speakers': 2}, 'spk': {'hina1': 0}, 'model_dir': './logs\\32k'} +2023-02-04 22:58:45,761 32k INFO Loaded checkpoint './logs\32k\G_6000.pth' (iteration 241) +2023-02-04 22:58:46,156 32k INFO Loaded checkpoint './logs\32k\D_6000.pth' (iteration 241) +2023-02-04 22:58:55,948 32k INFO Train Epoch: 241 [0%] +2023-02-04 22:58:55,949 32k INFO [2.214134693145752, 2.6673941612243652, 11.34915828704834, 15.441454887390137, 0.8858033418655396, 6000, 9.700798429081568e-05] +2023-02-04 22:59:00,890 32k INFO Saving model and optimizer state at iteration 241 to ./logs\32k\G_6000.pth +2023-02-04 22:59:19,524 32k INFO Saving model and optimizer state at iteration 241 to ./logs\32k\D_6000.pth +2023-02-04 22:59:48,491 32k INFO ====> Epoch: 241 +2023-02-04 23:00:15,820 32k INFO ====> Epoch: 242 +2023-02-04 23:00:43,050 32k INFO ====> Epoch: 243 +2023-02-04 23:01:10,459 32k INFO ====> Epoch: 244 +2023-02-04 23:01:37,811 32k INFO ====> Epoch: 245 +2023-02-04 23:02:04,789 32k INFO ====> Epoch: 246 +2023-02-04 23:02:31,893 32k INFO ====> Epoch: 247 +2023-02-04 23:02:58,994 32k INFO ====> Epoch: 248 +2023-02-04 23:03:03,046 32k INFO Train Epoch: 249 [0%] +2023-02-04 23:03:03,047 32k INFO [2.40122652053833, 2.4094326496124268, 13.843271255493164, 16.723976135253906, 0.5993077754974365, 6200, 9.691101873690936e-05] +2023-02-04 23:03:26,147 32k INFO ====> Epoch: 249 +2023-02-04 23:03:53,220 32k INFO ====> Epoch: 250 +2023-02-04 23:04:20,156 32k INFO ====> Epoch: 251 +2023-02-04 23:04:47,053 32k INFO ====> Epoch: 252 +2023-02-04 23:05:14,016 32k INFO ====> Epoch: 253 +2023-02-04 23:05:40,839 32k INFO ====> Epoch: 254 +2023-02-04 23:15:24,313 32k INFO {'train': {'log_interval': 200, 'eval_interval': 1000, 'seed': 1234, 'epochs': 10000, 'learning_rate': 0.0001, 'betas': [0.8, 0.99], 'eps': 1e-09, 'batch_size': 6, 'fp16_run': False, 'lr_decay': 0.999875, 'segment_size': 17920, 'init_lr_ratio': 1, 'warmup_epochs': 0, 'c_mel': 45, 'c_kl': 1.0, 'use_sr': True, 'max_speclen': 384, 'port': '8001'}, 'data': {'training_files': 'filelists/train.txt', 'validation_files': 'filelists/val.txt', 'max_wav_value': 32768.0, 'sampling_rate': 32000, 'filter_length': 1280, 'hop_length': 320, 'win_length': 1280, 'n_mel_channels': 80, 'mel_fmin': 0.0, 'mel_fmax': None}, 'model': {'inter_channels': 192, 'hidden_channels': 192, 'filter_channels': 768, 'n_heads': 2, 'n_layers': 6, 'kernel_size': 3, 'p_dropout': 0.1, 'resblock': '1', 'resblock_kernel_sizes': [3, 7, 11], 'resblock_dilation_sizes': [[1, 3, 5], [1, 3, 5], [1, 3, 5]], 'upsample_rates': [10, 8, 2, 2], 'upsample_initial_channel': 512, 'upsample_kernel_sizes': [16, 16, 4, 4], 'n_layers_q': 3, 'use_spectral_norm': False, 'gin_channels': 256, 'ssl_dim': 256, 'n_speakers': 2}, 'spk': {'hina1': 0}, 'model_dir': './logs\\32k'} +2023-02-04 23:15:29,069 32k INFO Loaded checkpoint './logs\32k\G_6000.pth' (iteration 241) +2023-02-04 23:15:29,496 32k INFO Loaded checkpoint './logs\32k\D_6000.pth' (iteration 241) +2023-02-04 23:15:37,771 32k INFO Train Epoch: 241 [0%] +2023-02-04 23:15:37,771 32k INFO [2.245837688446045, 2.5362143516540527, 11.171612739562988, 15.195493698120117, 0.8005383610725403, 6000, 9.699585829277933e-05] +2023-02-04 23:15:42,432 32k INFO Saving model and optimizer state at iteration 241 to ./logs\32k\G_6000.pth +2023-02-04 23:15:59,405 32k INFO Saving model and optimizer state at iteration 241 to ./logs\32k\D_6000.pth +2023-02-04 23:16:27,832 32k INFO ====> Epoch: 241 +2023-02-04 23:16:55,491 32k INFO ====> Epoch: 242 +2023-02-04 23:17:22,498 32k INFO ====> Epoch: 243 +2023-02-04 23:17:49,488 32k INFO ====> Epoch: 244 +2023-02-04 23:18:16,802 32k INFO ====> Epoch: 245 +2023-02-04 23:18:43,746 32k INFO ====> Epoch: 246 +2023-02-04 23:19:10,580 32k INFO ====> Epoch: 247 +2023-02-04 23:19:37,584 32k INFO ====> Epoch: 248 +2023-02-04 23:19:41,755 32k INFO Train Epoch: 249 [0%] +2023-02-04 23:19:41,756 32k INFO [2.3428268432617188, 2.3590612411499023, 13.971284866333008, 16.84857177734375, 0.6130865812301636, 6200, 9.689890485956725e-05] +2023-02-04 23:20:04,827 32k INFO ====> Epoch: 249 +2023-02-04 23:20:31,796 32k INFO ====> Epoch: 250 +2023-02-04 23:20:58,681 32k INFO ====> Epoch: 251 +2023-02-04 23:21:25,512 32k INFO ====> Epoch: 252 +2023-02-04 23:21:52,443 32k INFO ====> Epoch: 253 +2023-02-04 23:22:19,446 32k INFO ====> Epoch: 254 +2023-02-04 23:22:46,365 32k INFO ====> Epoch: 255 +2023-02-04 23:23:13,191 32k INFO ====> Epoch: 256 +2023-02-04 23:23:17,316 32k INFO Train Epoch: 257 [0%] +2023-02-04 23:23:17,317 32k INFO [2.360294818878174, 2.336383104324341, 12.799972534179688, 14.696861267089844, 0.41125598549842834, 6400, 9.680204833738185e-05] +2023-02-04 23:23:40,437 32k INFO ====> Epoch: 257 +2023-02-04 23:24:07,387 32k INFO ====> Epoch: 258 +2023-02-04 23:24:34,427 32k INFO ====> Epoch: 259 +2023-02-04 23:25:01,474 32k INFO ====> Epoch: 260 +2023-02-04 23:25:28,371 32k INFO ====> Epoch: 261 +2023-02-04 23:25:55,281 32k INFO ====> Epoch: 262 +2023-02-04 23:26:22,212 32k INFO ====> Epoch: 263 +2023-02-04 23:26:49,119 32k INFO ====> Epoch: 264 +2023-02-04 23:26:53,207 32k INFO Train Epoch: 265 [0%] +2023-02-04 23:26:53,207 32k INFO [2.160207748413086, 2.5260837078094482, 10.769827842712402, 13.846705436706543, 0.2794439196586609, 6600, 9.670528862935451e-05] +2023-02-04 23:27:16,460 32k INFO ====> Epoch: 265 +2023-02-04 23:27:43,552 32k INFO ====> Epoch: 266 +2023-02-04 23:28:10,419 32k INFO ====> Epoch: 267 +2023-02-04 23:28:37,416 32k INFO ====> Epoch: 268 +2023-02-04 23:29:04,435 32k INFO ====> Epoch: 269 +2023-02-04 23:29:31,458 32k INFO ====> Epoch: 270 +2023-02-04 23:29:58,453 32k INFO ====> Epoch: 271 +2023-02-04 23:30:25,491 32k INFO ====> Epoch: 272 +2023-02-04 23:30:29,557 32k INFO Train Epoch: 273 [0%] +2023-02-04 23:30:29,558 32k INFO [2.043426036834717, 2.787625551223755, 14.598405838012695, 16.64596939086914, 0.844514012336731, 6800, 9.660862563871342e-05] +2023-02-04 23:30:52,710 32k INFO ====> Epoch: 273 +2023-02-04 23:31:19,661 32k INFO ====> Epoch: 274 +2023-02-04 23:31:46,595 32k INFO ====> Epoch: 275 +2023-02-04 23:32:13,564 32k INFO ====> Epoch: 276 +2023-02-04 23:32:40,571 32k INFO ====> Epoch: 277 +2023-02-04 23:33:07,430 32k INFO ====> Epoch: 278 +2023-02-04 23:33:34,389 32k INFO ====> Epoch: 279 +2023-02-04 23:34:01,410 32k INFO ====> Epoch: 280 +2023-02-04 23:34:05,548 32k INFO Train Epoch: 281 [0%] +2023-02-04 23:34:05,548 32k INFO [2.4143762588500977, 2.35752010345459, 11.035848617553711, 14.412245750427246, 0.4926658272743225, 7000, 9.651205926878348e-05] +2023-02-04 23:34:09,562 32k INFO Saving model and optimizer state at iteration 281 to ./logs\32k\G_7000.pth +2023-02-04 23:34:28,109 32k INFO Saving model and optimizer state at iteration 281 to ./logs\32k\D_7000.pth +2023-02-04 23:34:54,941 32k INFO ====> Epoch: 281 +2023-02-04 23:35:21,895 32k INFO ====> Epoch: 282 +2023-02-04 23:35:48,887 32k INFO ====> Epoch: 283 +2023-02-04 23:36:15,841 32k INFO ====> Epoch: 284 +2023-02-04 23:36:42,846 32k INFO ====> Epoch: 285 +2023-02-04 23:37:09,793 32k INFO ====> Epoch: 286 +2023-02-04 23:37:36,754 32k INFO ====> Epoch: 287 +2023-02-04 23:38:03,715 32k INFO ====> Epoch: 288 +2023-02-04 23:38:07,845 32k INFO Train Epoch: 289 [0%] +2023-02-04 23:38:07,846 32k INFO [2.292647361755371, 2.3950154781341553, 11.436319351196289, 12.958344459533691, 0.7115424275398254, 7200, 9.641558942298625e-05] +2023-02-04 23:38:30,976 32k INFO ====> Epoch: 289 +2023-02-04 23:38:57,920 32k INFO ====> Epoch: 290 +2023-02-04 23:39:24,933 32k INFO ====> Epoch: 291 +2023-02-04 23:39:52,051 32k INFO ====> Epoch: 292 +2023-02-04 23:40:19,151 32k INFO ====> Epoch: 293 +2023-02-04 23:40:46,101 32k INFO ====> Epoch: 294 +2023-02-04 23:41:13,019 32k INFO ====> Epoch: 295 +2023-02-04 23:41:39,998 32k INFO ====> Epoch: 296 +2023-02-04 23:41:44,104 32k INFO Train Epoch: 297 [0%] +2023-02-04 23:41:44,105 32k INFO [2.190073251724243, 2.707758665084839, 11.852744102478027, 13.700480461120605, 0.8416346907615662, 7400, 9.631921600483981e-05] +2023-02-04 23:42:07,341 32k INFO ====> Epoch: 297 +2023-02-04 23:42:34,351 32k INFO ====> Epoch: 298 +2023-02-04 23:43:01,231 32k INFO ====> Epoch: 299 +2023-02-04 23:43:28,175 32k INFO ====> Epoch: 300 +2023-02-04 23:43:55,101 32k INFO ====> Epoch: 301 +2023-02-04 23:44:22,090 32k INFO ====> Epoch: 302 +2023-02-04 23:44:49,202 32k INFO ====> Epoch: 303 +2023-02-04 23:45:16,132 32k INFO ====> Epoch: 304 +2023-02-04 23:45:20,242 32k INFO Train Epoch: 305 [0%] +2023-02-04 23:45:20,242 32k INFO [2.1336636543273926, 2.9067957401275635, 12.686580657958984, 13.770610809326172, 0.7112113237380981, 7600, 9.622293891795867e-05] +2023-02-04 23:45:43,503 32k INFO ====> Epoch: 305 +2023-02-04 23:46:12,132 32k INFO ====> Epoch: 306 +2023-02-04 23:46:40,965 32k INFO ====> Epoch: 307 +2023-02-04 23:47:12,694 32k INFO ====> Epoch: 308 +2023-02-04 23:47:44,399 32k INFO ====> Epoch: 309 +2023-02-04 23:48:13,432 32k INFO ====> Epoch: 310 +2023-02-04 23:48:41,330 32k INFO ====> Epoch: 311 +2023-02-04 23:49:12,137 32k INFO ====> Epoch: 312 +2023-02-04 23:49:22,089 32k INFO Train Epoch: 313 [0%] +2023-02-04 23:49:22,090 32k INFO [2.3157496452331543, 2.342083692550659, 12.179923057556152, 13.466155052185059, 0.5530878901481628, 7800, 9.612675806605373e-05] +2023-02-04 23:49:45,439 32k INFO ====> Epoch: 313 +2023-02-04 23:50:17,229 32k INFO ====> Epoch: 314 +2023-02-04 23:50:44,932 32k INFO ====> Epoch: 315 +2023-02-04 23:51:12,141 32k INFO ====> Epoch: 316 +2023-02-04 23:51:39,303 32k INFO ====> Epoch: 317 +2023-02-04 23:52:06,444 32k INFO ====> Epoch: 318 +2023-02-04 23:52:33,595 32k INFO ====> Epoch: 319 +2023-02-04 23:53:00,753 32k INFO ====> Epoch: 320 +2023-02-04 23:53:04,874 32k INFO Train Epoch: 321 [0%] +2023-02-04 23:53:04,875 32k INFO [2.126540422439575, 2.5934622287750244, 15.782308578491211, 17.753982543945312, 0.9793890714645386, 8000, 9.603067335293209e-05] +2023-02-04 23:53:08,719 32k INFO Saving model and optimizer state at iteration 321 to ./logs\32k\G_8000.pth +2023-02-04 23:53:26,874 32k INFO Saving model and optimizer state at iteration 321 to ./logs\32k\D_8000.pth +2023-02-04 23:53:53,241 32k INFO ====> Epoch: 321 +2023-02-04 23:54:20,155 32k INFO ====> Epoch: 322 +2023-02-04 23:54:47,180 32k INFO ====> Epoch: 323 +2023-02-04 23:55:14,028 32k INFO ====> Epoch: 324 +2023-02-04 23:55:40,894 32k INFO ====> Epoch: 325 +2023-02-04 23:56:07,721 32k INFO ====> Epoch: 326 +2023-02-04 23:56:34,573 32k INFO ====> Epoch: 327 +2023-02-04 23:57:01,491 32k INFO ====> Epoch: 328 +2023-02-04 23:57:05,612 32k INFO Train Epoch: 329 [0%] +2023-02-04 23:57:05,612 32k INFO [2.2734694480895996, 2.7562243938446045, 12.441669464111328, 14.86461353302002, 0.8498175144195557, 8200, 9.5934684682497e-05] +2023-02-04 23:57:28,760 32k INFO ====> Epoch: 329 +2023-02-04 23:57:55,670 32k INFO ====> Epoch: 330 +2023-02-04 23:58:22,568 32k INFO ====> Epoch: 331 +2023-02-04 23:58:49,539 32k INFO ====> Epoch: 332 +2023-02-04 23:59:16,542 32k INFO ====> Epoch: 333 +2023-02-04 23:59:43,620 32k INFO ====> Epoch: 334 +2023-02-05 00:00:10,642 32k INFO ====> Epoch: 335 +2023-02-05 00:00:37,463 32k INFO ====> Epoch: 336 +2023-02-05 00:00:41,552 32k INFO Train Epoch: 337 [0%] +2023-02-05 00:00:41,553 32k INFO [2.061039447784424, 2.839895486831665, 13.532663345336914, 16.531030654907227, 0.938094437122345, 8400, 9.583879195874782e-05] +2023-02-05 00:01:04,659 32k INFO ====> Epoch: 337 +2023-02-05 00:01:31,622 32k INFO ====> Epoch: 338 +2023-02-05 00:01:58,448 32k INFO ====> Epoch: 339 +2023-02-05 00:02:25,315 32k INFO ====> Epoch: 340 +2023-02-05 00:02:52,155 32k INFO ====> Epoch: 341 +2023-02-05 00:03:19,019 32k INFO ====> Epoch: 342 +2023-02-05 00:03:45,928 32k INFO ====> Epoch: 343 +2023-02-05 00:04:12,846 32k INFO ====> Epoch: 344 +2023-02-05 00:04:16,989 32k INFO Train Epoch: 345 [0%] +2023-02-05 00:04:16,989 32k INFO [1.8985583782196045, 2.8844265937805176, 15.009058952331543, 16.9932861328125, 0.8724548816680908, 8600, 9.574299508577979e-05] +2023-02-05 00:04:40,148 32k INFO ====> Epoch: 345 +2023-02-05 00:05:07,137 32k INFO ====> Epoch: 346 +2023-02-05 00:05:34,076 32k INFO ====> Epoch: 347 +2023-02-05 00:06:00,954 32k INFO ====> Epoch: 348 +2023-02-05 00:06:27,847 32k INFO ====> Epoch: 349 +2023-02-05 00:06:54,785 32k INFO ====> Epoch: 350 +2023-02-05 00:07:21,687 32k INFO ====> Epoch: 351 +2023-02-05 00:07:48,599 32k INFO ====> Epoch: 352 +2023-02-05 00:07:52,763 32k INFO Train Epoch: 353 [0%] +2023-02-05 00:07:52,764 32k INFO [1.9683516025543213, 2.969280958175659, 13.475296020507812, 14.193846702575684, 0.6506920456886292, 8800, 9.564729396778408e-05] +2023-02-05 00:08:15,803 32k INFO ====> Epoch: 353 +2023-02-05 00:08:42,745 32k INFO ====> Epoch: 354 +2023-02-05 00:09:09,626 32k INFO ====> Epoch: 355 +2023-02-05 00:09:36,675 32k INFO ====> Epoch: 356 +2023-02-05 00:10:03,675 32k INFO ====> Epoch: 357 +2023-02-05 00:10:30,618 32k INFO ====> Epoch: 358 +2023-02-05 00:10:57,620 32k INFO ====> Epoch: 359 +2023-02-05 00:11:24,657 32k INFO ====> Epoch: 360 +2023-02-05 00:11:28,926 32k INFO Train Epoch: 361 [0%] +2023-02-05 00:11:28,926 32k INFO [2.1035475730895996, 2.421602725982666, 13.922075271606445, 16.403818130493164, 0.3796904981136322, 9000, 9.555168850904757e-05] +2023-02-05 00:11:32,846 32k INFO Saving model and optimizer state at iteration 361 to ./logs\32k\G_9000.pth +2023-02-05 00:11:52,100 32k INFO Saving model and optimizer state at iteration 361 to ./logs\32k\D_9000.pth +2023-02-05 00:12:18,927 32k INFO ====> Epoch: 361 +2023-02-05 00:12:46,000 32k INFO ====> Epoch: 362 +2023-02-05 00:13:13,009 32k INFO ====> Epoch: 363 +2023-02-05 00:13:40,006 32k INFO ====> Epoch: 364 +2023-02-05 00:14:07,058 32k INFO ====> Epoch: 365 +2023-02-05 00:14:34,098 32k INFO ====> Epoch: 366 +2023-02-05 00:15:01,116 32k INFO ====> Epoch: 367 +2023-02-05 00:15:28,009 32k INFO ====> Epoch: 368 +2023-02-05 00:15:32,180 32k INFO Train Epoch: 369 [0%] +2023-02-05 00:15:32,181 32k INFO [2.1330904960632324, 2.7248778343200684, 13.766376495361328, 13.74925422668457, 0.6818682551383972, 9200, 9.545617861395288e-05] +2023-02-05 00:15:55,366 32k INFO ====> Epoch: 369 +2023-02-05 00:16:22,176 32k INFO ====> Epoch: 370 +2023-02-05 00:16:49,110 32k INFO ====> Epoch: 371 +2023-02-05 00:17:15,999 32k INFO ====> Epoch: 372 +2023-02-05 00:17:43,014 32k INFO ====> Epoch: 373 +2023-02-05 00:18:09,978 32k INFO ====> Epoch: 374 +2023-02-05 00:18:36,849 32k INFO ====> Epoch: 375 +2023-02-05 00:19:03,773 32k INFO ====> Epoch: 376 +2023-02-05 00:19:07,907 32k INFO Train Epoch: 377 [0%] +2023-02-05 00:19:07,908 32k INFO [2.2230494022369385, 2.3531675338745117, 11.683781623840332, 13.193460464477539, 0.3414100110530853, 9400, 9.536076418697815e-05] +2023-02-05 00:19:30,992 32k INFO ====> Epoch: 377 +2023-02-05 00:19:57,997 32k INFO ====> Epoch: 378 +2023-02-05 00:20:24,930 32k INFO ====> Epoch: 379 +2023-02-05 00:20:51,793 32k INFO ====> Epoch: 380 +2023-02-05 00:21:18,682 32k INFO ====> Epoch: 381 +2023-02-05 00:21:45,566 32k INFO ====> Epoch: 382 +2023-02-05 00:22:12,469 32k INFO ====> Epoch: 383 +2023-02-05 00:22:39,351 32k INFO ====> Epoch: 384 +2023-02-05 00:22:43,476 32k INFO Train Epoch: 385 [0%] +2023-02-05 00:22:43,477 32k INFO [2.1451125144958496, 2.505042552947998, 15.79576301574707, 16.64277458190918, 0.6531685590744019, 9600, 9.526544513269702e-05] +2023-02-05 00:23:06,565 32k INFO ====> Epoch: 385 +2023-02-05 00:23:33,539 32k INFO ====> Epoch: 386 +2023-02-05 00:24:00,339 32k INFO ====> Epoch: 387 +2023-02-05 00:24:27,349 32k INFO ====> Epoch: 388 +2023-02-05 00:24:54,375 32k INFO ====> Epoch: 389 +2023-02-05 00:25:21,353 32k INFO ====> Epoch: 390 +2023-02-05 00:25:48,413 32k INFO ====> Epoch: 391 +2023-02-05 00:26:15,383 32k INFO ====> Epoch: 392 +2023-02-05 00:26:19,579 32k INFO Train Epoch: 393 [0%] +2023-02-05 00:26:19,580 32k INFO [2.1522939205169678, 2.4774463176727295, 13.608829498291016, 16.441226959228516, 0.6971921324729919, 9800, 9.517022135577851e-05] +2023-02-05 00:26:42,799 32k INFO ====> Epoch: 393 +2023-02-05 00:27:09,869 32k INFO ====> Epoch: 394 +2023-02-05 00:27:36,974 32k INFO ====> Epoch: 395 +2023-02-05 00:28:03,964 32k INFO ====> Epoch: 396 +2023-02-05 00:28:30,966 32k INFO ====> Epoch: 397 +2023-02-05 00:28:57,993 32k INFO ====> Epoch: 398 +2023-02-05 00:29:24,982 32k INFO ====> Epoch: 399 +2023-02-05 00:29:52,031 32k INFO ====> Epoch: 400 +2023-02-05 00:29:56,197 32k INFO Train Epoch: 401 [0%] +2023-02-05 00:29:56,198 32k INFO [2.357313871383667, 2.39262318611145, 11.134974479675293, 12.438819885253906, 0.1380053460597992, 10000, 9.507509276098694e-05] +2023-02-05 00:30:00,104 32k INFO Saving model and optimizer state at iteration 401 to ./logs\32k\G_10000.pth +2023-02-05 00:30:20,111 32k INFO Saving model and optimizer state at iteration 401 to ./logs\32k\D_10000.pth +2023-02-05 00:30:46,953 32k INFO ====> Epoch: 401 +2023-02-05 00:31:13,901 32k INFO ====> Epoch: 402 +2023-02-05 00:31:40,777 32k INFO ====> Epoch: 403 +2023-02-05 00:32:07,740 32k INFO ====> Epoch: 404 +2023-02-05 00:32:34,664 32k INFO ====> Epoch: 405 +2023-02-05 00:33:01,660 32k INFO ====> Epoch: 406 +2023-02-05 00:33:28,574 32k INFO ====> Epoch: 407 +2023-02-05 00:33:55,500 32k INFO ====> Epoch: 408 +2023-02-05 00:33:59,629 32k INFO Train Epoch: 409 [0%] +2023-02-05 00:33:59,630 32k INFO [2.042721748352051, 2.7850136756896973, 16.577381134033203, 17.15976333618164, 0.28331831097602844, 10200, 9.498005925318179e-05] +2023-02-05 00:34:22,852 32k INFO ====> Epoch: 409 +2023-02-05 00:34:50,013 32k INFO ====> Epoch: 410 +2023-02-05 00:35:17,658 32k INFO ====> Epoch: 411 +2023-02-05 00:35:45,761 32k INFO ====> Epoch: 412 +2023-02-05 00:36:12,697 32k INFO ====> Epoch: 413 +2023-02-05 00:36:39,609 32k INFO ====> Epoch: 414 +2023-02-05 00:37:06,520 32k INFO ====> Epoch: 415 +2023-02-05 00:37:33,425 32k INFO ====> Epoch: 416 +2023-02-05 00:37:37,480 32k INFO Train Epoch: 417 [0%] +2023-02-05 00:37:37,481 32k INFO [2.31770658493042, 2.4289207458496094, 10.128631591796875, 12.916855812072754, 0.6714506149291992, 10400, 9.488512073731768e-05] +2023-02-05 00:38:00,545 32k INFO ====> Epoch: 417 +2023-02-05 00:38:27,477 32k INFO ====> Epoch: 418 +2023-02-05 00:38:54,359 32k INFO ====> Epoch: 419 +2023-02-05 00:39:21,378 32k INFO ====> Epoch: 420 +2023-02-05 00:39:48,437 32k INFO ====> Epoch: 421 +2023-02-05 00:40:15,428 32k INFO ====> Epoch: 422 +2023-02-05 00:40:42,321 32k INFO ====> Epoch: 423 +2023-02-05 00:41:09,207 32k INFO ====> Epoch: 424 +2023-02-05 00:41:13,332 32k INFO Train Epoch: 425 [0%] +2023-02-05 00:41:13,333 32k INFO [2.0711817741394043, 2.77374005317688, 14.724364280700684, 17.068815231323242, 0.5676351189613342, 10600, 9.479027711844423e-05] +2023-02-05 00:41:36,568 32k INFO ====> Epoch: 425 +2023-02-05 00:42:03,470 32k INFO ====> Epoch: 426 +2023-02-05 00:42:30,403 32k INFO ====> Epoch: 427 +2023-02-05 00:42:57,352 32k INFO ====> Epoch: 428 +2023-02-05 00:43:24,181 32k INFO ====> Epoch: 429 +2023-02-05 00:43:51,168 32k INFO ====> Epoch: 430 +2023-02-05 00:44:18,097 32k INFO ====> Epoch: 431 +2023-02-05 00:44:45,077 32k INFO ====> Epoch: 432 +2023-02-05 00:44:49,198 32k INFO Train Epoch: 433 [0%] +2023-02-05 00:44:49,199 32k INFO [2.032210350036621, 3.0585505962371826, 12.628058433532715, 13.258280754089355, 0.3528762757778168, 10800, 9.469552830170594e-05] +2023-02-05 00:45:12,317 32k INFO ====> Epoch: 433 +2023-02-05 00:45:39,201 32k INFO ====> Epoch: 434 +2023-02-05 00:46:06,047 32k INFO ====> Epoch: 435 +2023-02-05 00:46:32,935 32k INFO ====> Epoch: 436 +2023-02-05 00:46:59,762 32k INFO ====> Epoch: 437 +2023-02-05 00:47:26,717 32k INFO ====> Epoch: 438 +2023-02-05 00:47:53,569 32k INFO ====> Epoch: 439 +2023-02-05 00:48:20,436 32k INFO ====> Epoch: 440 +2023-02-05 00:48:24,575 32k INFO Train Epoch: 441 [0%] +2023-02-05 00:48:24,576 32k INFO [2.0828146934509277, 2.76283597946167, 15.495657920837402, 16.550451278686523, 0.8741324543952942, 11000, 9.460087419234215e-05] +2023-02-05 00:48:28,572 32k INFO Saving model and optimizer state at iteration 441 to ./logs\32k\G_11000.pth +2023-02-05 00:48:46,317 32k INFO Saving model and optimizer state at iteration 441 to ./logs\32k\D_11000.pth +2023-02-05 00:49:12,963 32k INFO ====> Epoch: 441 +2023-02-05 00:49:39,930 32k INFO ====> Epoch: 442 +2023-02-05 00:50:06,816 32k INFO ====> Epoch: 443 +2023-02-05 00:50:34,103 32k INFO ====> Epoch: 444 +2023-02-05 00:51:00,914 32k INFO ====> Epoch: 445 +2023-02-05 00:51:27,680 32k INFO ====> Epoch: 446 +2023-02-05 00:51:54,460 32k INFO ====> Epoch: 447 +2023-02-05 00:52:21,233 32k INFO ====> Epoch: 448 +2023-02-05 00:52:25,338 32k INFO Train Epoch: 449 [0%] +2023-02-05 00:52:25,339 32k INFO [2.09443998336792, 2.7398171424865723, 13.744898796081543, 14.608687400817871, 0.7402212619781494, 11200, 9.450631469568687e-05] +2023-02-05 00:52:48,296 32k INFO ====> Epoch: 449 +2023-02-05 00:53:15,078 32k INFO ====> Epoch: 450 +2023-02-05 00:53:41,862 32k INFO ====> Epoch: 451 +2023-02-05 00:54:09,032 32k INFO ====> Epoch: 452 +2023-02-05 00:54:35,885 32k INFO ====> Epoch: 453 +2023-02-05 00:55:02,807 32k INFO ====> Epoch: 454 +2023-02-05 00:55:29,547 32k INFO ====> Epoch: 455 +2023-02-05 00:55:56,319 32k INFO ====> Epoch: 456 +2023-02-05 00:56:00,410 32k INFO Train Epoch: 457 [0%] +2023-02-05 00:56:00,411 32k INFO [1.848740577697754, 3.089369058609009, 14.680580139160156, 14.722335815429688, 0.4548187255859375, 11400, 9.441184971716882e-05] +2023-02-05 00:56:23,382 32k INFO ====> Epoch: 457 +2023-02-05 00:56:50,042 32k INFO ====> Epoch: 458 +2023-02-05 00:57:16,875 32k INFO ====> Epoch: 459 +2023-02-05 00:57:43,651 32k INFO ====> Epoch: 460 +2023-02-05 00:58:10,506 32k INFO ====> Epoch: 461 +2023-02-05 00:58:37,400 32k INFO ====> Epoch: 462 +2023-02-05 00:59:04,208 32k INFO ====> Epoch: 463 +2023-02-05 00:59:31,147 32k INFO ====> Epoch: 464 +2023-02-05 00:59:35,350 32k INFO Train Epoch: 465 [0%] +2023-02-05 00:59:35,350 32k INFO [2.057624101638794, 3.139408588409424, 13.150930404663086, 16.062599182128906, 0.8782325387001038, 11600, 9.431747916231119e-05] +2023-02-05 00:59:58,492 32k INFO ====> Epoch: 465 +2023-02-05 01:00:25,499 32k INFO ====> Epoch: 466 +2023-02-05 01:00:52,420 32k INFO ====> Epoch: 467 +2023-02-05 01:01:19,169 32k INFO ====> Epoch: 468 +2023-02-05 01:01:45,973 32k INFO ====> Epoch: 469 +2023-02-05 01:02:12,839 32k INFO ====> Epoch: 470 +2023-02-05 01:02:39,782 32k INFO ====> Epoch: 471 +2023-02-05 01:03:06,628 32k INFO ====> Epoch: 472 +2023-02-05 01:03:10,731 32k INFO Train Epoch: 473 [0%] +2023-02-05 01:03:10,731 32k INFO [2.1813340187072754, 2.4899654388427734, 14.328300476074219, 13.05490779876709, 0.16352282464504242, 11800, 9.422320293673162e-05] +2023-02-05 01:03:33,794 32k INFO ====> Epoch: 473 +2023-02-05 01:04:00,734 32k INFO ====> Epoch: 474 +2023-02-05 01:04:27,733 32k INFO ====> Epoch: 475 +2023-02-05 01:04:54,711 32k INFO ====> Epoch: 476 +2023-02-05 01:05:21,605 32k INFO ====> Epoch: 477 +2023-02-05 01:05:48,517 32k INFO ====> Epoch: 478 +2023-02-05 01:06:15,379 32k INFO ====> Epoch: 479 +2023-02-05 01:06:42,246 32k INFO ====> Epoch: 480 +2023-02-05 01:06:46,398 32k INFO Train Epoch: 481 [0%] +2023-02-05 01:06:46,399 32k INFO [2.3197643756866455, 2.4042458534240723, 11.77489185333252, 13.982924461364746, 0.4429941773414612, 12000, 9.412902094614211e-05] +2023-02-05 01:06:50,361 32k INFO Saving model and optimizer state at iteration 481 to ./logs\32k\G_12000.pth +2023-02-05 01:07:11,230 32k INFO Saving model and optimizer state at iteration 481 to ./logs\32k\D_12000.pth +2023-02-05 01:07:37,998 32k INFO ====> Epoch: 481 +2023-02-05 01:08:04,856 32k INFO ====> Epoch: 482 +2023-02-05 01:08:31,787 32k INFO ====> Epoch: 483 +2023-02-05 01:08:58,707 32k INFO ====> Epoch: 484 +2023-02-05 01:09:25,612 32k INFO ====> Epoch: 485 +2023-02-05 01:09:52,739 32k INFO ====> Epoch: 486 +2023-02-05 01:10:19,847 32k INFO ====> Epoch: 487 +2023-02-05 01:10:46,916 32k INFO ====> Epoch: 488 +2023-02-05 01:10:51,024 32k INFO Train Epoch: 489 [0%] +2023-02-05 01:10:51,024 32k INFO [2.2219061851501465, 2.5341386795043945, 13.383994102478027, 13.38636589050293, 0.8119934797286987, 12200, 9.403493309634886e-05] +2023-02-05 01:11:14,234 32k INFO ====> Epoch: 489 +2023-02-05 01:11:41,346 32k INFO ====> Epoch: 490 +2023-02-05 01:12:08,509 32k INFO ====> Epoch: 491 +2023-02-05 01:12:35,556 32k INFO ====> Epoch: 492 +2023-02-05 01:13:02,600 32k INFO ====> Epoch: 493 +2023-02-05 01:13:29,666 32k INFO ====> Epoch: 494 +2023-02-05 01:13:56,858 32k INFO ====> Epoch: 495 +2023-02-05 01:14:24,020 32k INFO ====> Epoch: 496 +2023-02-05 01:14:28,170 32k INFO Train Epoch: 497 [0%] +2023-02-05 01:14:28,170 32k INFO [2.3123791217803955, 2.3299784660339355, 12.294015884399414, 13.278757095336914, 0.5895469188690186, 12400, 9.394093929325224e-05] +2023-02-05 01:14:51,426 32k INFO ====> Epoch: 497 +2023-02-05 01:15:18,431 32k INFO ====> Epoch: 498 +2023-02-05 01:15:45,330 32k INFO ====> Epoch: 499 +2023-02-05 01:16:12,311 32k INFO ====> Epoch: 500 +2023-02-05 01:16:39,241 32k INFO ====> Epoch: 501 +2023-02-05 01:17:06,195 32k INFO ====> Epoch: 502 +2023-02-05 01:17:33,136 32k INFO ====> Epoch: 503 +2023-02-05 01:18:00,107 32k INFO ====> Epoch: 504 +2023-02-05 01:18:04,272 32k INFO Train Epoch: 505 [0%] +2023-02-05 01:18:04,273 32k INFO [2.1586194038391113, 2.4507827758789062, 14.06240177154541, 14.757950782775879, 0.3330250382423401, 12600, 9.384703944284672e-05] +2023-02-05 01:18:27,279 32k INFO ====> Epoch: 505 +2023-02-05 01:18:54,183 32k INFO ====> Epoch: 506 +2023-02-05 01:19:21,144 32k INFO ====> Epoch: 507 +2023-02-05 01:19:48,094 32k INFO ====> Epoch: 508 +2023-02-05 01:20:15,105 32k INFO ====> Epoch: 509 +2023-02-05 01:20:42,006 32k INFO ====> Epoch: 510 +2023-02-05 01:21:08,910 32k INFO ====> Epoch: 511 +2023-02-05 01:21:35,843 32k INFO ====> Epoch: 512 +2023-02-05 01:21:39,961 32k INFO Train Epoch: 513 [0%] +2023-02-05 01:21:39,962 32k INFO [2.1553964614868164, 2.3819563388824463, 15.86158275604248, 16.836641311645508, 0.6770544052124023, 12800, 9.37532334512207e-05] +2023-02-05 01:22:02,991 32k INFO ====> Epoch: 513 +2023-02-05 01:22:29,886 32k INFO ====> Epoch: 514 +2023-02-05 01:22:56,831 32k INFO ====> Epoch: 515 +2023-02-05 01:23:23,722 32k INFO ====> Epoch: 516 +2023-02-05 01:23:50,549 32k INFO ====> Epoch: 517 +2023-02-05 01:24:17,407 32k INFO ====> Epoch: 518 +2023-02-05 01:24:44,434 32k INFO ====> Epoch: 519 +2023-02-05 01:25:11,463 32k INFO ====> Epoch: 520 +2023-02-05 01:25:15,533 32k INFO Train Epoch: 521 [0%] +2023-02-05 01:25:15,533 32k INFO [2.1569366455078125, 2.6234707832336426, 13.5531587600708, 13.052861213684082, 0.770958662033081, 13000, 9.365952122455643e-05] +2023-02-05 01:25:19,458 32k INFO Saving model and optimizer state at iteration 521 to ./logs\32k\G_13000.pth +2023-02-05 01:25:36,886 32k INFO Saving model and optimizer state at iteration 521 to ./logs\32k\D_13000.pth +2023-02-05 01:26:03,411 32k INFO ====> Epoch: 521 +2023-02-05 01:26:30,368 32k INFO ====> Epoch: 522 +2023-02-05 01:26:57,288 32k INFO ====> Epoch: 523 +2023-02-05 01:27:24,157 32k INFO ====> Epoch: 524 +2023-02-05 01:27:50,962 32k INFO ====> Epoch: 525 +2023-02-05 01:28:17,823 32k INFO ====> Epoch: 526 +2023-02-05 01:28:44,685 32k INFO ====> Epoch: 527 +2023-02-05 01:29:11,599 32k INFO ====> Epoch: 528 +2023-02-05 01:29:15,874 32k INFO Train Epoch: 529 [0%] +2023-02-05 01:29:15,875 32k INFO [2.251216411590576, 2.5900487899780273, 12.31895637512207, 13.292326927185059, 0.652789831161499, 13200, 9.356590266912997e-05] +2023-02-05 01:29:39,069 32k INFO ====> Epoch: 529 +2023-02-05 01:30:06,193 32k INFO ====> Epoch: 530 +2023-02-05 01:30:33,093 32k INFO ====> Epoch: 531 +2023-02-05 01:30:59,948 32k INFO ====> Epoch: 532 +2023-02-05 01:31:26,817 32k INFO ====> Epoch: 533 +2023-02-05 01:31:53,641 32k INFO ====> Epoch: 534 +2023-02-05 01:32:20,548 32k INFO ====> Epoch: 535 +2023-02-05 01:32:47,419 32k INFO ====> Epoch: 536 +2023-02-05 01:32:51,557 32k INFO Train Epoch: 537 [0%] +2023-02-05 01:32:51,557 32k INFO [2.1358139514923096, 2.7455153465270996, 16.054227828979492, 15.704679489135742, 0.5358310341835022, 13400, 9.347237769131105e-05] +2023-02-05 01:33:14,565 32k INFO ====> Epoch: 537 +2023-02-05 01:33:41,463 32k INFO ====> Epoch: 538 +2023-02-05 01:34:08,408 32k INFO ====> Epoch: 539 +2023-02-05 01:34:35,379 32k INFO ====> Epoch: 540 +2023-02-05 01:35:02,375 32k INFO ====> Epoch: 541 +2023-02-05 01:35:29,148 32k INFO ====> Epoch: 542 +2023-02-05 01:35:56,182 32k INFO ====> Epoch: 543 +2023-02-05 01:36:27,543 32k INFO ====> Epoch: 544 +2023-02-05 01:36:34,727 32k INFO Train Epoch: 545 [0%] +2023-02-05 01:36:34,727 32k INFO [2.236872911453247, 2.573305130004883, 15.024118423461914, 14.697574615478516, 0.7358602285385132, 13600, 9.337894619756301e-05] +2023-02-05 01:36:57,947 32k INFO ====> Epoch: 545 +2023-02-05 01:37:28,784 32k INFO ====> Epoch: 546 +2023-02-05 01:38:01,278 32k INFO ====> Epoch: 547 +2023-02-05 01:38:31,633 32k INFO ====> Epoch: 548 +2023-02-05 01:39:00,053 32k INFO ====> Epoch: 549 +2023-02-05 01:39:29,457 32k INFO ====> Epoch: 550 +2023-02-05 01:39:58,605 32k INFO ====> Epoch: 551 +2023-02-05 01:40:26,806 32k INFO ====> Epoch: 552 +2023-02-05 01:40:33,881 32k INFO Train Epoch: 553 [0%] +2023-02-05 01:40:33,882 32k INFO [2.2613039016723633, 2.653221607208252, 11.569334030151367, 13.431724548339844, 0.5181202292442322, 13800, 9.328560809444264e-05] +2023-02-05 01:40:57,200 32k INFO ====> Epoch: 553 +2023-02-05 01:41:24,279 32k INFO ====> Epoch: 554 +2023-02-05 01:41:51,176 32k INFO ====> Epoch: 555 +2023-02-05 01:42:18,000 32k INFO ====> Epoch: 556 +2023-02-05 01:42:44,912 32k INFO ====> Epoch: 557 +2023-02-05 01:43:11,848 32k INFO ====> Epoch: 558 +2023-02-05 01:43:38,749 32k INFO ====> Epoch: 559 +2023-02-05 01:44:05,600 32k INFO ====> Epoch: 560 +2023-02-05 01:44:09,734 32k INFO Train Epoch: 561 [0%] +2023-02-05 01:44:09,734 32k INFO [2.1547563076019287, 2.8320775032043457, 13.659584999084473, 15.706416130065918, 0.7289206981658936, 14000, 9.319236328860017e-05] +2023-02-05 01:44:13,628 32k INFO Saving model and optimizer state at iteration 561 to ./logs\32k\G_14000.pth +2023-02-05 01:44:31,136 32k INFO Saving model and optimizer state at iteration 561 to ./logs\32k\D_14000.pth +2023-02-05 01:44:57,837 32k INFO ====> Epoch: 561 +2023-02-05 01:45:24,814 32k INFO ====> Epoch: 562 +2023-02-05 01:45:51,769 32k INFO ====> Epoch: 563 +2023-02-05 01:46:18,630 32k INFO ====> Epoch: 564 +2023-02-05 01:46:45,500 32k INFO ====> Epoch: 565 +2023-02-05 01:47:12,292 32k INFO ====> Epoch: 566 +2023-02-05 01:47:39,167 32k INFO ====> Epoch: 567 +2023-02-05 01:48:06,017 32k INFO ====> Epoch: 568 +2023-02-05 01:48:10,095 32k INFO Train Epoch: 569 [0%] +2023-02-05 01:48:10,096 32k INFO [2.1939234733581543, 2.5730862617492676, 12.920561790466309, 14.829853057861328, 0.5247993469238281, 14200, 9.309921168677915e-05] +2023-02-05 01:48:33,147 32k INFO ====> Epoch: 569 +2023-02-05 01:49:00,060 32k INFO ====> Epoch: 570 +2023-02-05 01:49:27,085 32k INFO ====> Epoch: 571 +2023-02-05 01:49:54,156 32k INFO ====> Epoch: 572 +2023-02-05 01:50:21,024 32k INFO ====> Epoch: 573 +2023-02-05 01:50:47,869 32k INFO ====> Epoch: 574 +2023-02-05 01:51:14,803 32k INFO ====> Epoch: 575 +2023-02-05 01:51:41,676 32k INFO ====> Epoch: 576 +2023-02-05 01:51:45,787 32k INFO Train Epoch: 577 [0%] +2023-02-05 01:51:45,787 32k INFO [2.222136974334717, 2.3666210174560547, 12.695844650268555, 12.417950630187988, 0.30416280031204224, 14400, 9.300615319581631e-05] +2023-02-05 01:52:08,842 32k INFO ====> Epoch: 577 +2023-02-05 01:52:35,722 32k INFO ====> Epoch: 578 +2023-02-05 01:53:02,571 32k INFO ====> Epoch: 579 +2023-02-05 01:53:29,401 32k INFO ====> Epoch: 580 +2023-02-05 01:53:56,199 32k INFO ====> Epoch: 581 +2023-02-05 01:54:23,101 32k INFO ====> Epoch: 582 +2023-02-05 01:54:50,039 32k INFO ====> Epoch: 583 +2023-02-05 01:55:17,001 32k INFO ====> Epoch: 584 +2023-02-05 01:55:21,117 32k INFO Train Epoch: 585 [0%] +2023-02-05 01:55:21,118 32k INFO [2.1696932315826416, 2.4569315910339355, 12.311820983886719, 14.684194564819336, 0.5331404805183411, 14600, 9.291318772264153e-05] +2023-02-05 01:55:44,128 32k INFO ====> Epoch: 585 +2023-02-05 01:56:11,047 32k INFO ====> Epoch: 586 +2023-02-05 01:56:37,979 32k INFO ====> Epoch: 587 +2023-02-05 01:57:04,813 32k INFO ====> Epoch: 588 +2023-02-05 01:57:31,623 32k INFO ====> Epoch: 589 +2023-02-05 01:57:58,479 32k INFO ====> Epoch: 590 +2023-02-05 01:58:25,389 32k INFO ====> Epoch: 591 +2023-02-05 01:58:52,197 32k INFO ====> Epoch: 592 +2023-02-05 01:58:56,363 32k INFO Train Epoch: 593 [0%] +2023-02-05 01:58:56,363 32k INFO [2.217878580093384, 2.4354476928710938, 10.64781665802002, 12.130698204040527, 0.27717283368110657, 14800, 9.282031517427769e-05] +2023-02-05 01:59:19,564 32k INFO ====> Epoch: 593 +2023-02-05 01:59:46,692 32k INFO ====> Epoch: 594 +2023-02-05 02:00:13,703 32k INFO ====> Epoch: 595 +2023-02-05 02:00:40,450 32k INFO ====> Epoch: 596 +2023-02-05 02:01:07,278 32k INFO ====> Epoch: 597 +2023-02-05 02:01:34,104 32k INFO ====> Epoch: 598 +2023-02-05 02:02:01,013 32k INFO ====> Epoch: 599 +2023-02-05 02:02:27,931 32k INFO ====> Epoch: 600 +2023-02-05 02:02:32,017 32k INFO Train Epoch: 601 [0%] +2023-02-05 02:02:32,017 32k INFO [2.000810384750366, 3.0984110832214355, 12.138298988342285, 12.273920059204102, 0.63526451587677, 15000, 9.272753545784065e-05] +2023-02-05 02:02:35,899 32k INFO Saving model and optimizer state at iteration 601 to ./logs\32k\G_15000.pth +2023-02-05 02:02:55,202 32k INFO Saving model and optimizer state at iteration 601 to ./logs\32k\D_15000.pth +2023-02-05 02:03:21,649 32k INFO ====> Epoch: 601 +2023-02-05 02:03:48,521 32k INFO ====> Epoch: 602 +2023-02-05 02:04:15,574 32k INFO ====> Epoch: 603 +2023-02-05 02:04:42,593 32k INFO ====> Epoch: 604 +2023-02-05 02:05:09,518 32k INFO ====> Epoch: 605 +2023-02-05 02:05:36,510 32k INFO ====> Epoch: 606 +2023-02-05 02:06:03,342 32k INFO ====> Epoch: 607 +2023-02-05 02:06:30,159 32k INFO ====> Epoch: 608 +2023-02-05 02:06:34,266 32k INFO Train Epoch: 609 [0%] +2023-02-05 02:06:34,267 32k INFO [2.1323084831237793, 2.621791124343872, 14.213858604431152, 15.145723342895508, 0.5523679256439209, 15200, 9.263484848053902e-05] +2023-02-05 02:06:57,439 32k INFO ====> Epoch: 609 +2023-02-05 02:07:24,269 32k INFO ====> Epoch: 610 +2023-02-05 02:07:51,151 32k INFO ====> Epoch: 611 +2023-02-05 02:08:17,994 32k INFO ====> Epoch: 612 +2023-02-05 02:08:44,880 32k INFO ====> Epoch: 613 +2023-02-05 02:09:11,728 32k INFO ====> Epoch: 614 +2023-02-05 02:09:38,811 32k INFO ====> Epoch: 615 +2023-02-05 02:10:05,814 32k INFO ====> Epoch: 616 +2023-02-05 02:10:09,969 32k INFO Train Epoch: 617 [0%] +2023-02-05 02:10:09,969 32k INFO [2.1272873878479004, 2.564297914505005, 13.810002326965332, 14.872345924377441, 0.324073851108551, 15400, 9.254225414967431e-05] +2023-02-05 02:10:33,115 32k INFO ====> Epoch: 617 +2023-02-05 02:11:00,287 32k INFO ====> Epoch: 618 +2023-02-05 02:11:27,238 32k INFO ====> Epoch: 619 +2023-02-05 02:11:54,259 32k INFO ====> Epoch: 620 +2023-02-05 02:12:21,325 32k INFO ====> Epoch: 621 +2023-02-05 02:12:48,276 32k INFO ====> Epoch: 622 +2023-02-05 02:13:15,317 32k INFO ====> Epoch: 623 +2023-02-05 02:13:42,299 32k INFO ====> Epoch: 624 +2023-02-05 02:13:46,475 32k INFO Train Epoch: 625 [0%] +2023-02-05 02:13:46,476 32k INFO [2.0587990283966064, 2.653602361679077, 16.389137268066406, 15.781621932983398, 0.8376414775848389, 15600, 9.244975237264057e-05] +2023-02-05 02:14:09,686 32k INFO ====> Epoch: 625 +2023-02-05 02:14:36,741 32k INFO ====> Epoch: 626 +2023-02-05 02:15:03,853 32k INFO ====> Epoch: 627 +2023-02-05 02:15:30,809 32k INFO ====> Epoch: 628 +2023-02-05 02:15:57,725 32k INFO ====> Epoch: 629 +2023-02-05 02:16:24,750 32k INFO ====> Epoch: 630 +2023-02-05 02:16:51,649 32k INFO ====> Epoch: 631 +2023-02-05 02:17:18,670 32k INFO ====> Epoch: 632 +2023-02-05 02:17:22,744 32k INFO Train Epoch: 633 [0%] +2023-02-05 02:17:22,744 32k INFO [2.1292917728424072, 2.8229856491088867, 15.064181327819824, 15.151143074035645, 0.8040412664413452, 15800, 9.235734305692444e-05] +2023-02-05 02:17:45,884 32k INFO ====> Epoch: 633 +2023-02-05 02:18:12,716 32k INFO ====> Epoch: 634 +2023-02-05 02:18:39,585 32k INFO ====> Epoch: 635 +2023-02-05 02:19:06,488 32k INFO ====> Epoch: 636 +2023-02-05 02:19:33,524 32k INFO ====> Epoch: 637 +2023-02-05 02:20:00,607 32k INFO ====> Epoch: 638 +2023-02-05 02:20:27,514 32k INFO ====> Epoch: 639 +2023-02-05 02:20:54,392 32k INFO ====> Epoch: 640 +2023-02-05 02:20:58,533 32k INFO Train Epoch: 641 [0%] +2023-02-05 02:20:58,534 32k INFO [2.2719616889953613, 2.565798044204712, 11.238271713256836, 13.448732376098633, 0.5460267066955566, 16000, 9.226502611010507e-05] +2023-02-05 02:21:02,401 32k INFO Saving model and optimizer state at iteration 641 to ./logs\32k\G_16000.pth +2023-02-05 02:21:22,849 32k INFO Saving model and optimizer state at iteration 641 to ./logs\32k\D_16000.pth +2023-02-05 02:21:49,321 32k INFO ====> Epoch: 641 +2023-02-05 02:22:16,234 32k INFO ====> Epoch: 642 +2023-02-05 02:22:43,076 32k INFO ====> Epoch: 643 +2023-02-05 02:23:09,872 32k INFO ====> Epoch: 644 +2023-02-05 02:23:36,728 32k INFO ====> Epoch: 645 +2023-02-05 02:24:03,589 32k INFO ====> Epoch: 646 +2023-02-05 02:24:30,608 32k INFO ====> Epoch: 647 +2023-02-05 02:24:57,725 32k INFO ====> Epoch: 648 +2023-02-05 02:25:01,886 32k INFO Train Epoch: 649 [0%] +2023-02-05 02:25:01,887 32k INFO [2.22544264793396, 2.6688976287841797, 13.454060554504395, 11.60610580444336, 0.3650098443031311, 16200, 9.217280143985396e-05] +2023-02-05 02:25:24,975 32k INFO ====> Epoch: 649 +2023-02-05 02:25:51,880 32k INFO ====> Epoch: 650 +2023-02-05 02:26:18,862 32k INFO ====> Epoch: 651 +2023-02-05 02:26:45,788 32k INFO ====> Epoch: 652 +2023-02-05 02:27:12,686 32k INFO ====> Epoch: 653 +2023-02-05 02:27:39,582 32k INFO ====> Epoch: 654 +2023-02-05 02:28:06,492 32k INFO ====> Epoch: 655 +2023-02-05 02:28:33,326 32k INFO ====> Epoch: 656 +2023-02-05 02:28:37,416 32k INFO Train Epoch: 657 [0%] +2023-02-05 02:28:37,417 32k INFO [2.049588918685913, 2.663391351699829, 12.665996551513672, 11.529736518859863, 0.8852386474609375, 16400, 9.208066895393489e-05] +2023-02-05 02:29:00,440 32k INFO ====> Epoch: 657 +2023-02-05 02:29:27,624 32k INFO ====> Epoch: 658 +2023-02-05 02:29:54,694 32k INFO ====> Epoch: 659 +2023-02-05 02:30:21,621 32k INFO ====> Epoch: 660 +2023-02-05 02:30:48,547 32k INFO ====> Epoch: 661 +2023-02-05 02:31:15,351 32k INFO ====> Epoch: 662 +2023-02-05 02:31:42,229 32k INFO ====> Epoch: 663 +2023-02-05 02:32:09,106 32k INFO ====> Epoch: 664 +2023-02-05 02:32:13,248 32k INFO Train Epoch: 665 [0%] +2023-02-05 02:32:13,248 32k INFO [2.1397547721862793, 2.567368745803833, 15.17029094696045, 15.060011863708496, 0.6814773082733154, 16600, 9.198862856020383e-05] +2023-02-05 02:32:36,388 32k INFO ====> Epoch: 665 +2023-02-05 02:33:03,300 32k INFO ====> Epoch: 666 +2023-02-05 02:33:30,112 32k INFO ====> Epoch: 667 +2023-02-05 02:33:56,927 32k INFO ====> Epoch: 668 +2023-02-05 02:34:23,858 32k INFO ====> Epoch: 669 +2023-02-05 02:34:50,943 32k INFO ====> Epoch: 670 +2023-02-05 02:35:17,913 32k INFO ====> Epoch: 671 +2023-02-05 02:35:44,883 32k INFO ====> Epoch: 672 +2023-02-05 02:35:48,986 32k INFO Train Epoch: 673 [0%] +2023-02-05 02:35:48,986 32k INFO [2.019426107406616, 2.717339277267456, 13.232105255126953, 13.515447616577148, 0.5152071118354797, 16800, 9.189668016660891e-05] +2023-02-05 02:36:11,996 32k INFO ====> Epoch: 673 +2023-02-05 02:36:38,835 32k INFO ====> Epoch: 674 +2023-02-05 02:37:05,771 32k INFO ====> Epoch: 675 +2023-02-05 02:37:32,622 32k INFO ====> Epoch: 676 +2023-02-05 02:37:59,463 32k INFO ====> Epoch: 677 +2023-02-05 02:38:26,249 32k INFO ====> Epoch: 678 +2023-02-05 02:38:53,053 32k INFO ====> Epoch: 679 +2023-02-05 02:39:20,038 32k INFO ====> Epoch: 680 +2023-02-05 02:39:24,170 32k INFO Train Epoch: 681 [0%] +2023-02-05 02:39:24,170 32k INFO [1.9489083290100098, 2.7511723041534424, 14.782672882080078, 13.828207969665527, 0.6009681224822998, 17000, 9.180482368119022e-05] +2023-02-05 02:39:28,103 32k INFO Saving model and optimizer state at iteration 681 to ./logs\32k\G_17000.pth +2023-02-05 02:39:50,181 32k INFO Saving model and optimizer state at iteration 681 to ./logs\32k\D_17000.pth +2023-02-05 02:40:16,683 32k INFO ====> Epoch: 681 +2023-02-05 02:40:43,569 32k INFO ====> Epoch: 682 +2023-02-05 02:41:10,447 32k INFO ====> Epoch: 683 +2023-02-05 02:41:37,293 32k INFO ====> Epoch: 684 +2023-02-05 02:42:04,058 32k INFO ====> Epoch: 685 +2023-02-05 02:42:30,921 32k INFO ====> Epoch: 686 +2023-02-05 02:42:57,766 32k INFO ====> Epoch: 687 +2023-02-05 02:43:24,602 32k INFO ====> Epoch: 688 +2023-02-05 02:43:28,812 32k INFO Train Epoch: 689 [0%] +2023-02-05 02:43:28,813 32k INFO [2.0179848670959473, 2.7621400356292725, 15.615141868591309, 14.738967895507812, 0.8424062132835388, 17200, 9.171305901207978e-05] +2023-02-05 02:43:51,918 32k INFO ====> Epoch: 689 +2023-02-05 02:44:18,859 32k INFO ====> Epoch: 690 +2023-02-05 02:44:45,944 32k INFO ====> Epoch: 691 +2023-02-05 02:45:13,035 32k INFO ====> Epoch: 692 +2023-02-05 02:45:39,875 32k INFO ====> Epoch: 693 +2023-02-05 02:46:06,803 32k INFO ====> Epoch: 694 +2023-02-05 02:46:33,694 32k INFO ====> Epoch: 695 +2023-02-05 02:47:00,505 32k INFO ====> Epoch: 696 +2023-02-05 02:47:04,691 32k INFO Train Epoch: 697 [0%] +2023-02-05 02:47:04,692 32k INFO [2.1725733280181885, 2.6600027084350586, 11.977153778076172, 11.539128303527832, 0.2822951078414917, 17400, 9.162138606750142e-05] +2023-02-05 02:47:27,698 32k INFO ====> Epoch: 697 +2023-02-05 02:47:54,577 32k INFO ====> Epoch: 698 +2023-02-05 02:48:21,626 32k INFO ====> Epoch: 699 +2023-02-05 02:48:48,466 32k INFO ====> Epoch: 700 +2023-02-05 02:49:15,387 32k INFO ====> Epoch: 701 +2023-02-05 02:49:42,348 32k INFO ====> Epoch: 702 +2023-02-05 02:50:09,343 32k INFO ====> Epoch: 703 +2023-02-05 02:50:36,292 32k INFO ====> Epoch: 704 +2023-02-05 02:50:40,363 32k INFO Train Epoch: 705 [0%] +2023-02-05 02:50:40,364 32k INFO [2.2303519248962402, 2.3535659313201904, 10.73204231262207, 12.628952980041504, 0.9861083626747131, 17600, 9.152980475577075e-05] +2023-02-05 02:51:03,382 32k INFO ====> Epoch: 705 +2023-02-05 02:51:30,218 32k INFO ====> Epoch: 706 +2023-02-05 02:51:57,069 32k INFO ====> Epoch: 707 +2023-02-05 02:52:23,871 32k INFO ====> Epoch: 708 +2023-02-05 02:52:50,710 32k INFO ====> Epoch: 709 +2023-02-05 02:53:17,580 32k INFO ====> Epoch: 710 +2023-02-05 02:53:44,404 32k INFO ====> Epoch: 711 +2023-02-05 02:54:11,364 32k INFO ====> Epoch: 712 +2023-02-05 02:54:15,525 32k INFO Train Epoch: 713 [0%] +2023-02-05 02:54:15,525 32k INFO [2.2339017391204834, 2.79003643989563, 12.335859298706055, 12.233841896057129, 0.796322762966156, 17800, 9.143831498529502e-05] +2023-02-05 02:54:38,672 32k INFO ====> Epoch: 713 +2023-02-05 02:55:05,777 32k INFO ====> Epoch: 714 +2023-02-05 02:55:32,647 32k INFO ====> Epoch: 715 +2023-02-05 02:55:59,547 32k INFO ====> Epoch: 716 +2023-02-05 02:56:26,381 32k INFO ====> Epoch: 717 +2023-02-05 02:56:53,153 32k INFO ====> Epoch: 718 +2023-02-05 02:57:19,968 32k INFO ====> Epoch: 719 +2023-02-05 02:57:46,774 32k INFO ====> Epoch: 720 +2023-02-05 02:57:50,900 32k INFO Train Epoch: 721 [0%] +2023-02-05 02:57:50,901 32k INFO [2.337635040283203, 2.4139087200164795, 12.139518737792969, 13.857540130615234, 0.6710342764854431, 18000, 9.134691666457301e-05] +2023-02-05 02:57:54,895 32k INFO Saving model and optimizer state at iteration 721 to ./logs\32k\G_18000.pth +2023-02-05 02:58:15,955 32k INFO Saving model and optimizer state at iteration 721 to ./logs\32k\D_18000.pth +2023-02-05 02:58:42,418 32k INFO ====> Epoch: 721 +2023-02-05 02:59:09,441 32k INFO ====> Epoch: 722 +2023-02-05 02:59:36,521 32k INFO ====> Epoch: 723 +2023-02-05 03:00:03,671 32k INFO ====> Epoch: 724 +2023-02-05 03:00:30,572 32k INFO ====> Epoch: 725 +2023-02-05 03:00:57,489 32k INFO ====> Epoch: 726 +2023-02-05 03:01:24,443 32k INFO ====> Epoch: 727 +2023-02-05 03:01:51,292 32k INFO ====> Epoch: 728 +2023-02-05 03:01:55,390 32k INFO Train Epoch: 729 [0%] +2023-02-05 03:01:55,390 32k INFO [2.110213041305542, 2.680762767791748, 14.034490585327148, 14.497958183288574, 0.8234266638755798, 18200, 9.125560970219495e-05] +2023-02-05 03:02:18,443 32k INFO ====> Epoch: 729 +2023-02-05 03:02:45,319 32k INFO ====> Epoch: 730 +2023-02-05 03:03:12,166 32k INFO ====> Epoch: 731 +2023-02-05 03:03:39,010 32k INFO ====> Epoch: 732 +2023-02-05 03:04:06,023 32k INFO ====> Epoch: 733 +2023-02-05 03:04:33,009 32k INFO ====> Epoch: 734 +2023-02-05 03:05:00,103 32k INFO ====> Epoch: 735 +2023-02-05 03:05:26,995 32k INFO ====> Epoch: 736 +2023-02-05 03:05:31,110 32k INFO Train Epoch: 737 [0%] +2023-02-05 03:05:31,111 32k INFO [2.0472867488861084, 2.807706356048584, 15.4100980758667, 15.032743453979492, 0.7234188914299011, 18400, 9.116439400684243e-05] +2023-02-05 03:05:54,195 32k INFO ====> Epoch: 737 +2023-02-05 03:06:21,114 32k INFO ====> Epoch: 738 +2023-02-05 03:06:47,964 32k INFO ====> Epoch: 739 +2023-02-05 03:07:14,763 32k INFO ====> Epoch: 740 +2023-02-05 03:07:41,665 32k INFO ====> Epoch: 741 +2023-02-05 03:08:08,532 32k INFO ====> Epoch: 742 +2023-02-05 03:08:35,418 32k INFO ====> Epoch: 743 +2023-02-05 03:09:02,264 32k INFO ====> Epoch: 744 +2023-02-05 03:09:06,431 32k INFO Train Epoch: 745 [0%] +2023-02-05 03:09:06,431 32k INFO [2.150846004486084, 2.765779972076416, 13.60948371887207, 13.638688087463379, 0.570167601108551, 18600, 9.107326948728839e-05] +2023-02-05 03:09:29,530 32k INFO ====> Epoch: 745 +2023-02-05 03:09:56,645 32k INFO ====> Epoch: 746 +2023-02-05 03:10:23,686 32k INFO ====> Epoch: 747 +2023-02-05 03:10:50,682 32k INFO ====> Epoch: 748 +2023-02-05 03:11:17,758 32k INFO ====> Epoch: 749 +2023-02-05 03:11:44,905 32k INFO ====> Epoch: 750 +2023-02-05 03:12:11,942 32k INFO ====> Epoch: 751 +2023-02-05 03:12:38,919 32k INFO ====> Epoch: 752 +2023-02-05 03:12:43,092 32k INFO Train Epoch: 753 [0%] +2023-02-05 03:12:43,093 32k INFO [2.063121795654297, 2.5971508026123047, 16.104331970214844, 14.890928268432617, 0.5034045577049255, 18800, 9.098223605239689e-05] +2023-02-05 03:13:06,285 32k INFO ====> Epoch: 753 +2023-02-05 03:13:33,445 32k INFO ====> Epoch: 754 +2023-02-05 03:14:00,459 32k INFO ====> Epoch: 755 +2023-02-05 03:14:27,448 32k INFO ====> Epoch: 756 +2023-02-05 03:14:54,515 32k INFO ====> Epoch: 757 +2023-02-05 03:15:21,547 32k INFO ====> Epoch: 758 +2023-02-05 03:15:48,490 32k INFO ====> Epoch: 759 +2023-02-05 03:16:15,325 32k INFO ====> Epoch: 760 +2023-02-05 03:16:19,516 32k INFO Train Epoch: 761 [0%] +2023-02-05 03:16:19,516 32k INFO [2.168053150177002, 2.762404203414917, 13.640891075134277, 14.049337387084961, 0.6169437766075134, 19000, 9.08912936111231e-05] +2023-02-05 03:16:23,406 32k INFO Saving model and optimizer state at iteration 761 to ./logs\32k\G_19000.pth +2023-02-05 03:16:38,272 32k INFO Saving model and optimizer state at iteration 761 to ./logs\32k\D_19000.pth +2023-02-05 03:17:04,875 32k INFO ====> Epoch: 761 +2023-02-05 03:17:31,804 32k INFO ====> Epoch: 762 +2023-02-05 03:17:58,770 32k INFO ====> Epoch: 763 +2023-02-05 03:18:25,654 32k INFO ====> Epoch: 764 +2023-02-05 03:18:52,451 32k INFO ====> Epoch: 765 +2023-02-05 03:19:19,378 32k INFO ====> Epoch: 766 +2023-02-05 03:19:46,351 32k INFO ====> Epoch: 767 +2023-02-05 03:20:13,270 32k INFO ====> Epoch: 768 +2023-02-05 03:20:17,360 32k INFO Train Epoch: 769 [0%] +2023-02-05 03:20:17,360 32k INFO [1.8661962747573853, 2.9678688049316406, 15.150988578796387, 14.876822471618652, 0.8546087145805359, 19200, 9.08004420725132e-05] +2023-02-05 03:20:40,372 32k INFO ====> Epoch: 769 +2023-02-05 03:21:07,183 32k INFO ====> Epoch: 770 +2023-02-05 03:21:33,983 32k INFO ====> Epoch: 771 +2023-02-05 03:22:00,821 32k INFO ====> Epoch: 772 +2023-02-05 03:22:27,809 32k INFO ====> Epoch: 773 +2023-02-05 03:22:54,752 32k INFO ====> Epoch: 774 +2023-02-05 03:23:21,647 32k INFO ====> Epoch: 775 +2023-02-05 03:23:48,496 32k INFO ====> Epoch: 776 +2023-02-05 03:23:52,608 32k INFO Train Epoch: 777 [0%] +2023-02-05 03:23:52,608 32k INFO [2.0258288383483887, 2.8173909187316895, 14.166138648986816, 15.692333221435547, 0.5843206644058228, 19400, 9.07096813457043e-05] +2023-02-05 03:24:15,717 32k INFO ====> Epoch: 777 +2023-02-05 03:24:42,763 32k INFO ====> Epoch: 778 +2023-02-05 03:25:09,708 32k INFO ====> Epoch: 779 +2023-02-05 03:25:36,539 32k INFO ====> Epoch: 780 +2023-02-05 03:26:03,731 32k INFO ====> Epoch: 781 +2023-02-05 03:26:34,303 32k INFO ====> Epoch: 782 +2023-02-05 03:27:07,732 32k INFO ====> Epoch: 783 +2023-02-05 03:27:36,970 32k INFO ====> Epoch: 784 +2023-02-05 03:27:43,561 32k INFO Train Epoch: 785 [0%] +2023-02-05 03:27:43,561 32k INFO [2.104135513305664, 2.7283036708831787, 13.591352462768555, 13.21689510345459, 0.6090563535690308, 19600, 9.061901133992436e-05] +2023-02-05 03:28:06,827 32k INFO ====> Epoch: 785 +2023-02-05 03:28:38,260 32k INFO ====> Epoch: 786 +2023-02-05 03:29:06,904 32k INFO ====> Epoch: 787 +2023-02-05 03:29:39,200 32k INFO ====> Epoch: 788 +2023-02-05 03:30:08,643 32k INFO ====> Epoch: 789 +2023-02-05 03:30:40,478 32k INFO ====> Epoch: 790 +2023-02-05 03:31:10,631 32k INFO ====> Epoch: 791 +2023-02-05 03:31:37,941 32k INFO ====> Epoch: 792 +2023-02-05 03:31:42,026 32k INFO Train Epoch: 793 [0%] +2023-02-05 03:31:42,027 32k INFO [2.1367270946502686, 2.701617479324341, 15.484004020690918, 14.45302677154541, 0.2845141887664795, 19800, 9.052843196449197e-05] +2023-02-05 03:32:05,355 32k INFO ====> Epoch: 793 +2023-02-05 03:32:32,365 32k INFO ====> Epoch: 794 +2023-02-05 03:32:59,325 32k INFO ====> Epoch: 795 +2023-02-05 03:33:26,360 32k INFO ====> Epoch: 796 +2023-02-05 03:33:53,395 32k INFO ====> Epoch: 797 +2023-02-05 03:34:20,503 32k INFO ====> Epoch: 798 +2023-02-05 03:34:47,641 32k INFO ====> Epoch: 799 +2023-02-05 03:35:14,850 32k INFO ====> Epoch: 800 +2023-02-05 03:35:18,949 32k INFO Train Epoch: 801 [0%] +2023-02-05 03:35:18,950 32k INFO [2.215181827545166, 2.407332181930542, 11.824885368347168, 12.061968803405762, 0.5095800757408142, 20000, 9.043794312881642e-05] +2023-02-05 03:35:22,801 32k INFO Saving model and optimizer state at iteration 801 to ./logs\32k\G_20000.pth +2023-02-05 03:35:40,625 32k INFO Saving model and optimizer state at iteration 801 to ./logs\32k\D_20000.pth +2023-02-05 03:36:07,025 32k INFO ====> Epoch: 801 +2023-02-05 03:36:33,950 32k INFO ====> Epoch: 802 +2023-02-05 03:37:00,838 32k INFO ====> Epoch: 803 +2023-02-05 03:37:27,668 32k INFO ====> Epoch: 804 +2023-02-05 03:37:54,542 32k INFO ====> Epoch: 805 +2023-02-05 03:38:21,401 32k INFO ====> Epoch: 806 +2023-02-05 03:38:48,170 32k INFO ====> Epoch: 807 +2023-02-05 03:39:15,037 32k INFO ====> Epoch: 808 +2023-02-05 03:39:19,221 32k INFO Train Epoch: 809 [0%] +2023-02-05 03:39:19,222 32k INFO [2.1906497478485107, 2.4795477390289307, 12.262579917907715, 12.5577392578125, 0.7198696136474609, 20200, 9.034754474239759e-05] +2023-02-05 03:39:42,435 32k INFO ====> Epoch: 809 +2023-02-05 03:40:09,398 32k INFO ====> Epoch: 810 +2023-02-05 03:40:36,224 32k INFO ====> Epoch: 811 +2023-02-05 03:41:03,047 32k INFO ====> Epoch: 812 +2023-02-05 03:41:29,871 32k INFO ====> Epoch: 813 +2023-02-05 03:41:56,738 32k INFO ====> Epoch: 814 +2023-02-05 03:42:23,633 32k INFO ====> Epoch: 815 +2023-02-05 03:42:50,484 32k INFO ====> Epoch: 816 +2023-02-05 03:42:54,587 32k INFO Train Epoch: 817 [0%] +2023-02-05 03:42:54,587 32k INFO [2.18383526802063, 2.7350845336914062, 12.496565818786621, 14.003824234008789, 0.7784984111785889, 20400, 9.025723671482575e-05] +2023-02-05 03:43:17,599 32k INFO ====> Epoch: 817 +2023-02-05 03:43:44,464 32k INFO ====> Epoch: 818 +2023-02-05 03:44:11,412 32k INFO ====> Epoch: 819 +2023-02-05 03:44:38,364 32k INFO ====> Epoch: 820 +2023-02-05 03:45:05,297 32k INFO ====> Epoch: 821 +2023-02-05 03:45:32,119 32k INFO ====> Epoch: 822 +2023-02-05 03:45:58,945 32k INFO ====> Epoch: 823 +2023-02-05 03:46:25,831 32k INFO ====> Epoch: 824 +2023-02-05 03:46:29,902 32k INFO Train Epoch: 825 [0%] +2023-02-05 03:46:29,903 32k INFO [2.09273099899292, 2.629397392272949, 13.367843627929688, 13.08006763458252, 0.24487853050231934, 20600, 9.01670189557816e-05] +2023-02-05 03:46:52,916 32k INFO ====> Epoch: 825 +2023-02-05 03:47:19,804 32k INFO ====> Epoch: 826 +2023-02-05 03:47:46,573 32k INFO ====> Epoch: 827 +2023-02-05 03:48:13,340 32k INFO ====> Epoch: 828 +2023-02-05 03:48:40,205 32k INFO ====> Epoch: 829 +2023-02-05 03:49:07,079 32k INFO ====> Epoch: 830 +2023-02-05 03:49:34,134 32k INFO ====> Epoch: 831 +2023-02-05 03:50:01,068 32k INFO ====> Epoch: 832 +2023-02-05 03:50:05,177 32k INFO Train Epoch: 833 [0%] +2023-02-05 03:50:05,177 32k INFO [1.9036149978637695, 2.9607348442077637, 14.485548973083496, 14.159680366516113, 0.9676291942596436, 20800, 9.007689137503609e-05] +2023-02-05 03:50:28,236 32k INFO ====> Epoch: 833 +2023-02-05 03:50:55,078 32k INFO ====> Epoch: 834 +2023-02-05 03:51:21,893 32k INFO ====> Epoch: 835 +2023-02-05 03:51:48,668 32k INFO ====> Epoch: 836 +2023-02-05 03:52:15,502 32k INFO ====> Epoch: 837 +2023-02-05 03:52:42,349 32k INFO ====> Epoch: 838 +2023-02-05 03:53:09,252 32k INFO ====> Epoch: 839 +2023-02-05 03:53:36,181 32k INFO ====> Epoch: 840 +2023-02-05 03:53:40,281 32k INFO Train Epoch: 841 [0%] +2023-02-05 03:53:40,281 32k INFO [2.0370068550109863, 3.1935253143310547, 15.266688346862793, 15.171089172363281, 0.23647673428058624, 21000, 8.998685388245039e-05] +2023-02-05 03:53:44,219 32k INFO Saving model and optimizer state at iteration 841 to ./logs\32k\G_21000.pth +2023-02-05 03:54:03,439 32k INFO Saving model and optimizer state at iteration 841 to ./logs\32k\D_21000.pth +2023-02-05 03:54:30,096 32k INFO ====> Epoch: 841 +2023-02-05 03:54:57,215 32k INFO ====> Epoch: 842 +2023-02-05 03:55:24,087 32k INFO ====> Epoch: 843 +2023-02-05 03:55:50,910 32k INFO ====> Epoch: 844 +2023-02-05 03:56:17,827 32k INFO ====> Epoch: 845 +2023-02-05 03:56:44,764 32k INFO ====> Epoch: 846 +2023-02-05 03:57:11,593 32k INFO ====> Epoch: 847 +2023-02-05 03:57:38,470 32k INFO ====> Epoch: 848 +2023-02-05 03:57:42,558 32k INFO Train Epoch: 849 [0%] +2023-02-05 03:57:42,559 32k INFO [2.3250842094421387, 2.4804375171661377, 11.982757568359375, 11.311270713806152, 0.3015093505382538, 21200, 8.98969063879757e-05] +2023-02-05 03:58:05,749 32k INFO ====> Epoch: 849 +2023-02-05 03:58:32,661 32k INFO ====> Epoch: 850 +2023-02-05 03:58:59,544 32k INFO ====> Epoch: 851 +2023-02-05 03:59:26,626 32k INFO ====> Epoch: 852 +2023-02-05 03:59:53,848 32k INFO ====> Epoch: 853 +2023-02-05 04:00:20,874 32k INFO ====> Epoch: 854 +2023-02-05 04:00:47,834 32k INFO ====> Epoch: 855 +2023-02-05 04:01:14,798 32k INFO ====> Epoch: 856 +2023-02-05 04:01:18,912 32k INFO Train Epoch: 857 [0%] +2023-02-05 04:01:18,912 32k INFO [2.1010687351226807, 2.6850547790527344, 15.302166938781738, 14.40149211883545, 0.9717032313346863, 21400, 8.98070488016533e-05] +2023-02-05 04:01:41,999 32k INFO ====> Epoch: 857 +2023-02-05 04:02:08,882 32k INFO ====> Epoch: 858 +2023-02-05 04:02:35,771 32k INFO ====> Epoch: 859 +2023-02-05 04:03:02,663 32k INFO ====> Epoch: 860 +2023-02-05 04:03:29,608 32k INFO ====> Epoch: 861 +2023-02-05 04:03:56,517 32k INFO ====> Epoch: 862 +2023-02-05 04:04:23,534 32k INFO ====> Epoch: 863 +2023-02-05 04:04:50,515 32k INFO ====> Epoch: 864 +2023-02-05 04:04:54,653 32k INFO Train Epoch: 865 [0%] +2023-02-05 04:04:54,654 32k INFO [2.1313862800598145, 2.7460880279541016, 14.736515998840332, 12.99897575378418, 0.5664044618606567, 21600, 8.971728103361437e-05] +2023-02-05 04:05:17,662 32k INFO ====> Epoch: 865 +2023-02-05 04:05:44,504 32k INFO ====> Epoch: 866 +2023-02-05 04:06:11,383 32k INFO ====> Epoch: 867 +2023-02-05 04:06:38,233 32k INFO ====> Epoch: 868 +2023-02-05 04:07:05,078 32k INFO ====> Epoch: 869 +2023-02-05 04:07:32,064 32k INFO ====> Epoch: 870 +2023-02-05 04:07:58,963 32k INFO ====> Epoch: 871 +2023-02-05 04:08:25,799 32k INFO ====> Epoch: 872 +2023-02-05 04:08:29,962 32k INFO Train Epoch: 873 [0%] +2023-02-05 04:08:29,963 32k INFO [2.004387140274048, 2.9879465103149414, 12.91125774383545, 13.912239074707031, 0.6484492421150208, 21800, 8.962760299407988e-05] +2023-02-05 04:08:53,032 32k INFO ====> Epoch: 873 +2023-02-05 04:09:20,309 32k INFO ====> Epoch: 874 +2023-02-05 04:09:47,563 32k INFO ====> Epoch: 875 +2023-02-05 04:10:14,675 32k INFO ====> Epoch: 876 +2023-02-05 04:10:41,708 32k INFO ====> Epoch: 877 +2023-02-05 04:11:08,766 32k INFO ====> Epoch: 878 +2023-02-05 04:11:35,843 32k INFO ====> Epoch: 879 +2023-02-05 04:12:02,884 32k INFO ====> Epoch: 880 +2023-02-05 04:12:07,073 32k INFO Train Epoch: 881 [0%] +2023-02-05 04:12:07,073 32k INFO [1.9126259088516235, 2.7834038734436035, 16.029008865356445, 15.053901672363281, 0.7205264568328857, 22000, 8.95380145933606e-05] +2023-02-05 04:12:10,988 32k INFO Saving model and optimizer state at iteration 881 to ./logs\32k\G_22000.pth +2023-02-05 04:12:31,002 32k INFO Saving model and optimizer state at iteration 881 to ./logs\32k\D_22000.pth +2023-02-05 04:12:57,609 32k INFO ====> Epoch: 881 +2023-02-05 04:13:24,717 32k INFO ====> Epoch: 882 +2023-02-05 04:13:51,811 32k INFO ====> Epoch: 883 +2023-02-05 04:14:18,940 32k INFO ====> Epoch: 884 +2023-02-05 04:14:45,914 32k INFO ====> Epoch: 885 +2023-02-05 04:15:12,988 32k INFO ====> Epoch: 886 +2023-02-05 04:15:39,883 32k INFO ====> Epoch: 887 +2023-02-05 04:16:06,872 32k INFO ====> Epoch: 888 +2023-02-05 04:16:11,043 32k INFO Train Epoch: 889 [0%] +2023-02-05 04:16:11,043 32k INFO [2.1861252784729004, 2.5355119705200195, 14.12259292602539, 13.563091278076172, 0.6358710527420044, 22200, 8.944851574185691e-05] +2023-02-05 04:16:34,041 32k INFO ====> Epoch: 889 +2023-02-05 04:17:00,984 32k INFO ====> Epoch: 890 +2023-02-05 04:17:27,841 32k INFO ====> Epoch: 891 +2023-02-05 04:17:54,793 32k INFO ====> Epoch: 892 +2023-02-05 04:18:21,763 32k INFO ====> Epoch: 893 +2023-02-05 04:18:48,581 32k INFO ====> Epoch: 894 +2023-02-05 04:19:15,534 32k INFO ====> Epoch: 895 +2023-02-05 04:19:42,582 32k INFO ====> Epoch: 896 +2023-02-05 04:19:46,774 32k INFO Train Epoch: 897 [0%] +2023-02-05 04:19:46,775 32k INFO [2.0248520374298096, 2.666147232055664, 11.871088027954102, 10.535237312316895, 0.7868013978004456, 22400, 8.935910635005875e-05] +2023-02-05 04:20:09,881 32k INFO ====> Epoch: 897 +2023-02-05 04:20:36,707 32k INFO ====> Epoch: 898 +2023-02-05 04:21:03,573 32k INFO ====> Epoch: 899 +2023-02-05 04:21:30,426 32k INFO ====> Epoch: 900 +2023-02-05 04:21:57,260 32k INFO ====> Epoch: 901 +2023-02-05 04:22:24,199 32k INFO ====> Epoch: 902 +2023-02-05 04:22:51,090 32k INFO ====> Epoch: 903 +2023-02-05 04:23:17,863 32k INFO ====> Epoch: 904 +2023-02-05 04:23:21,988 32k INFO Train Epoch: 905 [0%] +2023-02-05 04:23:21,988 32k INFO [2.0374810695648193, 2.83986496925354, 15.786381721496582, 13.830589294433594, 0.21069587767124176, 22600, 8.926978632854556e-05] +2023-02-05 04:23:45,135 32k INFO ====> Epoch: 905 +2023-02-05 04:24:12,020 32k INFO ====> Epoch: 906 +2023-02-05 04:24:39,002 32k INFO ====> Epoch: 907 +2023-02-05 04:25:06,004 32k INFO ====> Epoch: 908 +2023-02-05 04:25:32,814 32k INFO ====> Epoch: 909 +2023-02-05 04:25:59,634 32k INFO ====> Epoch: 910 +2023-02-05 04:26:26,493 32k INFO ====> Epoch: 911 +2023-02-05 04:26:53,374 32k INFO ====> Epoch: 912 +2023-02-05 04:26:57,480 32k INFO Train Epoch: 913 [0%] +2023-02-05 04:26:57,481 32k INFO [2.059732675552368, 2.8536455631256104, 13.819597244262695, 14.047660827636719, 0.7457265853881836, 22800, 8.918055558798614e-05] +2023-02-05 04:27:20,559 32k INFO ====> Epoch: 913 +2023-02-05 04:27:47,471 32k INFO ====> Epoch: 914 +2023-02-05 04:28:14,368 32k INFO ====> Epoch: 915 +2023-02-05 04:28:41,143 32k INFO ====> Epoch: 916 +2023-02-05 04:29:08,010 32k INFO ====> Epoch: 917 +2023-02-05 04:29:35,010 32k INFO ====> Epoch: 918 +2023-02-05 04:30:01,995 32k INFO ====> Epoch: 919 +2023-02-05 04:30:28,915 32k INFO ====> Epoch: 920 +2023-02-05 04:30:32,979 32k INFO Train Epoch: 921 [0%] +2023-02-05 04:30:32,979 32k INFO [2.0188164710998535, 2.8516459465026855, 11.833643913269043, 11.010679244995117, 0.9402501583099365, 23000, 8.909141403913858e-05] +2023-02-05 04:30:36,900 32k INFO Saving model and optimizer state at iteration 921 to ./logs\32k\G_23000.pth +2023-02-05 04:30:55,408 32k INFO Saving model and optimizer state at iteration 921 to ./logs\32k\D_23000.pth +2023-02-05 04:31:22,400 32k INFO ====> Epoch: 921 +2023-02-05 04:31:49,830 32k INFO ====> Epoch: 922 +2023-02-05 04:32:16,658 32k INFO ====> Epoch: 923 +2023-02-05 04:32:43,524 32k INFO ====> Epoch: 924 +2023-02-05 04:33:10,383 32k INFO ====> Epoch: 925 +2023-02-05 04:33:37,321 32k INFO ====> Epoch: 926 +2023-02-05 04:34:04,148 32k INFO ====> Epoch: 927 +2023-02-05 04:34:31,707 32k INFO ====> Epoch: 928 +2023-02-05 04:34:36,395 32k INFO Train Epoch: 929 [0%] +2023-02-05 04:34:36,396 32k INFO [2.1251063346862793, 2.653831720352173, 14.599740982055664, 12.663581848144531, 0.8763291239738464, 23200, 8.90023615928502e-05] +2023-02-05 04:34:59,566 32k INFO ====> Epoch: 929 +2023-02-05 04:35:26,534 32k INFO ====> Epoch: 930 +2023-02-05 04:35:53,402 32k INFO ====> Epoch: 931 +2023-02-05 04:36:20,886 32k INFO ====> Epoch: 932 +2023-02-05 04:36:47,736 32k INFO ====> Epoch: 933 +2023-02-05 04:37:14,576 32k INFO ====> Epoch: 934 +2023-02-05 04:37:41,442 32k INFO ====> Epoch: 935 +2023-02-05 04:38:08,325 32k INFO ====> Epoch: 936 +2023-02-05 04:38:12,373 32k INFO Train Epoch: 937 [0%] +2023-02-05 04:38:12,374 32k INFO [2.1123275756835938, 2.9987106323242188, 15.900041580200195, 12.978495597839355, 0.9514515995979309, 23400, 8.891339816005741e-05] +2023-02-05 04:38:35,319 32k INFO ====> Epoch: 937 +2023-02-05 04:39:02,188 32k INFO ====> Epoch: 938 +2023-02-05 04:39:29,255 32k INFO ====> Epoch: 939 +2023-02-05 04:39:56,908 32k INFO ====> Epoch: 940 +2023-02-05 04:40:24,453 32k INFO ====> Epoch: 941 +2023-02-05 04:40:51,360 32k INFO ====> Epoch: 942 +2023-02-05 04:41:18,819 32k INFO ====> Epoch: 943 +2023-02-05 04:41:45,656 32k INFO ====> Epoch: 944 +2023-02-05 04:41:49,791 32k INFO Train Epoch: 945 [0%] +2023-02-05 04:41:49,792 32k INFO [2.1483566761016846, 2.5943169593811035, 13.875924110412598, 14.013285636901855, 0.7079647779464722, 23600, 8.882452365178563e-05] +2023-02-05 04:42:12,799 32k INFO ====> Epoch: 945 +2023-02-05 04:42:39,606 32k INFO ====> Epoch: 946 +2023-02-05 04:43:06,521 32k INFO ====> Epoch: 947 +2023-02-05 04:43:33,396 32k INFO ====> Epoch: 948 +2023-02-05 04:44:00,299 32k INFO ====> Epoch: 949 +2023-02-05 04:44:27,959 32k INFO ====> Epoch: 950 +2023-02-05 04:44:55,583 32k INFO ====> Epoch: 951 +2023-02-05 04:45:22,510 32k INFO ====> Epoch: 952 +2023-02-05 04:45:26,648 32k INFO Train Epoch: 953 [0%] +2023-02-05 04:45:26,649 32k INFO [1.765663981437683, 3.3117833137512207, 12.742993354797363, 12.209493637084961, 0.7221701741218567, 23800, 8.873573797914925e-05] +2023-02-05 04:45:49,675 32k INFO ====> Epoch: 953 +2023-02-05 04:46:16,537 32k INFO ====> Epoch: 954 +2023-02-05 04:46:43,982 32k INFO ====> Epoch: 955 +2023-02-05 04:47:10,812 32k INFO ====> Epoch: 956 +2023-02-05 04:47:37,659 32k INFO ====> Epoch: 957 +2023-02-05 04:48:04,639 32k INFO ====> Epoch: 958 +2023-02-05 04:48:31,471 32k INFO ====> Epoch: 959 +2023-02-05 04:48:58,277 32k INFO ====> Epoch: 960 +2023-02-05 04:49:02,375 32k INFO Train Epoch: 961 [0%] +2023-02-05 04:49:02,375 32k INFO [2.074559211730957, 2.8413076400756836, 14.044964790344238, 13.312390327453613, 0.6185814738273621, 24000, 8.864704105335148e-05] +2023-02-05 04:49:06,376 32k INFO Saving model and optimizer state at iteration 961 to ./logs\32k\G_24000.pth +2023-02-05 04:49:21,976 32k INFO Saving model and optimizer state at iteration 961 to ./logs\32k\D_24000.pth +2023-02-05 04:49:48,306 32k INFO ====> Epoch: 961 +2023-02-05 04:50:15,847 32k INFO ====> Epoch: 962 +2023-02-05 04:50:42,712 32k INFO ====> Epoch: 963 +2023-02-05 04:51:09,579 32k INFO ====> Epoch: 964 +2023-02-05 04:51:36,412 32k INFO ====> Epoch: 965 +2023-02-05 04:52:03,307 32k INFO ====> Epoch: 966 +2023-02-05 04:52:30,098 32k INFO ====> Epoch: 967 +2023-02-05 04:52:56,902 32k INFO ====> Epoch: 968 +2023-02-05 04:53:00,996 32k INFO Train Epoch: 969 [0%] +2023-02-05 04:53:00,996 32k INFO [1.99106764793396, 2.7231035232543945, 12.518157958984375, 11.433084487915039, 0.6241607069969177, 24200, 8.85584327856843e-05] +2023-02-05 04:53:23,997 32k INFO ====> Epoch: 969 +2023-02-05 04:53:50,830 32k INFO ====> Epoch: 970 +2023-02-05 04:54:17,822 32k INFO ====> Epoch: 971 +2023-02-05 04:54:44,789 32k INFO ====> Epoch: 972 +2023-02-05 04:55:11,729 32k INFO ====> Epoch: 973 +2023-02-05 04:55:38,579 32k INFO ====> Epoch: 974 +2023-02-05 04:56:05,384 32k INFO ====> Epoch: 975 +2023-02-05 04:56:32,201 32k INFO ====> Epoch: 976 +2023-02-05 04:56:36,329 32k INFO Train Epoch: 977 [0%] +2023-02-05 04:56:36,330 32k INFO [1.913527250289917, 2.7659196853637695, 14.609292984008789, 12.763007164001465, 0.8495578765869141, 24400, 8.846991308752837e-05] +2023-02-05 04:56:59,448 32k INFO ====> Epoch: 977 +2023-02-05 04:57:26,296 32k INFO ====> Epoch: 978 +2023-02-05 04:57:53,075 32k INFO ====> Epoch: 979 +2023-02-05 04:58:19,929 32k INFO ====> Epoch: 980 +2023-02-05 04:58:46,837 32k INFO ====> Epoch: 981 +2023-02-05 04:59:13,784 32k INFO ====> Epoch: 982 +2023-02-05 04:59:40,747 32k INFO ====> Epoch: 983 +2023-02-05 05:00:07,653 32k INFO ====> Epoch: 984 +2023-02-05 05:00:11,741 32k INFO Train Epoch: 985 [0%] +2023-02-05 05:00:11,742 32k INFO [2.196842670440674, 2.3774538040161133, 11.597315788269043, 10.866378784179688, 0.6133220791816711, 24600, 8.83814818703529e-05] +2023-02-05 05:00:34,790 32k INFO ====> Epoch: 985 +2023-02-05 05:01:01,653 32k INFO ====> Epoch: 986 +2023-02-05 05:01:28,518 32k INFO ====> Epoch: 987 +2023-02-05 05:01:55,369 32k INFO ====> Epoch: 988 +2023-02-05 05:02:22,407 32k INFO ====> Epoch: 989 +2023-02-05 05:02:49,260 32k INFO ====> Epoch: 990 +2023-02-05 05:03:16,219 32k INFO ====> Epoch: 991 +2023-02-05 05:03:42,988 32k INFO ====> Epoch: 992 +2023-02-05 05:03:47,048 32k INFO Train Epoch: 993 [0%] +2023-02-05 05:03:47,048 32k INFO [2.007049083709717, 2.6135659217834473, 14.352331161499023, 12.988429069519043, 1.0108399391174316, 24800, 8.829313904571562e-05] +2023-02-05 05:04:10,114 32k INFO ====> Epoch: 993 +2023-02-05 05:04:37,001 32k INFO ====> Epoch: 994 +2023-02-05 05:05:04,058 32k INFO ====> Epoch: 995 +2023-02-05 05:05:30,843 32k INFO ====> Epoch: 996 +2023-02-05 05:05:57,683 32k INFO ====> Epoch: 997 +2023-02-05 05:06:24,524 32k INFO ====> Epoch: 998 +2023-02-05 05:06:51,475 32k INFO ====> Epoch: 999 +2023-02-05 05:07:18,330 32k INFO ====> Epoch: 1000 +2023-02-05 05:07:22,443 32k INFO Train Epoch: 1001 [0%] +2023-02-05 05:07:22,444 32k INFO [1.8201298713684082, 3.394864559173584, 12.921841621398926, 11.147002220153809, 0.5386686325073242, 25000, 8.820488452526264e-05] +2023-02-05 05:07:26,337 32k INFO Saving model and optimizer state at iteration 1001 to ./logs\32k\G_25000.pth +2023-02-05 05:07:43,500 32k INFO Saving model and optimizer state at iteration 1001 to ./logs\32k\D_25000.pth +2023-02-05 05:08:09,724 32k INFO ====> Epoch: 1001 +2023-02-05 05:08:37,272 32k INFO ====> Epoch: 1002 +2023-02-05 05:09:04,293 32k INFO ====> Epoch: 1003 +2023-02-05 05:09:31,339 32k INFO ====> Epoch: 1004 +2023-02-05 05:09:58,421 32k INFO ====> Epoch: 1005 +2023-02-05 05:10:25,568 32k INFO ====> Epoch: 1006 +2023-02-05 05:10:52,573 32k INFO ====> Epoch: 1007 +2023-02-05 05:11:19,712 32k INFO ====> Epoch: 1008 +2023-02-05 05:11:23,849 32k INFO Train Epoch: 1009 [0%] +2023-02-05 05:11:23,850 32k INFO [1.9065097570419312, 2.900177478790283, 14.533403396606445, 13.515995025634766, 0.9464969635009766, 25200, 8.811671822072844e-05] +2023-02-05 05:11:46,932 32k INFO ====> Epoch: 1009 +2023-02-05 05:12:13,925 32k INFO ====> Epoch: 1010 +2023-02-05 05:12:40,927 32k INFO ====> Epoch: 1011 +2023-02-05 05:13:07,990 32k INFO ====> Epoch: 1012 +2023-02-05 05:13:34,956 32k INFO ====> Epoch: 1013 +2023-02-05 05:14:01,967 32k INFO ====> Epoch: 1014 +2023-02-05 05:14:29,102 32k INFO ====> Epoch: 1015 +2023-02-05 05:14:56,065 32k INFO ====> Epoch: 1016 +2023-02-05 05:15:00,213 32k INFO Train Epoch: 1017 [0%] +2023-02-05 05:15:00,214 32k INFO [2.1086854934692383, 2.771585464477539, 14.354517936706543, 13.070368766784668, 0.7505245804786682, 25400, 8.802864004393564e-05] +2023-02-05 05:15:23,290 32k INFO ====> Epoch: 1017 +2023-02-05 05:15:50,237 32k INFO ====> Epoch: 1018 +2023-02-05 05:16:19,193 32k INFO ====> Epoch: 1019 +2023-02-05 05:16:47,836 32k INFO ====> Epoch: 1020 +2023-02-05 05:17:18,983 32k INFO ====> Epoch: 1021 +2023-02-05 05:17:51,112 32k INFO ====> Epoch: 1022 +2023-02-05 05:18:21,572 32k INFO ====> Epoch: 1023 +2023-02-05 05:18:50,563 32k INFO ====> Epoch: 1024 +2023-02-05 05:18:57,194 32k INFO Train Epoch: 1025 [0%] +2023-02-05 05:18:57,194 32k INFO [2.0749001502990723, 2.710944890975952, 16.383487701416016, 14.644623756408691, 0.5844467878341675, 25600, 8.794064990679505e-05] +2023-02-05 05:19:20,660 32k INFO ====> Epoch: 1025 +2023-02-05 05:19:50,054 32k INFO ====> Epoch: 1026 +2023-02-05 05:20:19,641 32k INFO ====> Epoch: 1027 +2023-02-05 05:20:49,464 32k INFO ====> Epoch: 1028 +2023-02-05 05:21:18,338 32k INFO ====> Epoch: 1029 +2023-02-05 05:21:49,523 32k INFO ====> Epoch: 1030 +2023-02-05 05:22:16,302 32k INFO ====> Epoch: 1031 +2023-02-05 05:22:43,108 32k INFO ====> Epoch: 1032 +2023-02-05 05:22:47,193 32k INFO Train Epoch: 1033 [0%] +2023-02-05 05:22:47,194 32k INFO [2.282085418701172, 3.2274556159973145, 13.601067543029785, 11.645705223083496, 0.7947933673858643, 25800, 8.785274772130558e-05] +2023-02-05 05:23:10,300 32k INFO ====> Epoch: 1033 +2023-02-05 05:23:37,180 32k INFO ====> Epoch: 1034 +2023-02-05 05:24:03,991 32k INFO ====> Epoch: 1035 +2023-02-05 05:24:30,990 32k INFO ====> Epoch: 1036 +2023-02-05 05:24:57,981 32k INFO ====> Epoch: 1037 +2023-02-05 05:25:24,873 32k INFO ====> Epoch: 1038 +2023-02-05 05:25:51,709 32k INFO ====> Epoch: 1039 +2023-02-05 05:26:18,582 32k INFO ====> Epoch: 1040 +2023-02-05 05:26:22,717 32k INFO Train Epoch: 1041 [0%] +2023-02-05 05:26:22,718 32k INFO [2.3815603256225586, 2.5171408653259277, 10.863866806030273, 10.099308013916016, 0.2968052625656128, 26000, 8.776493339955396e-05] +2023-02-05 05:26:26,535 32k INFO Saving model and optimizer state at iteration 1041 to ./logs\32k\G_26000.pth +2023-02-05 05:26:43,732 32k INFO Saving model and optimizer state at iteration 1041 to ./logs\32k\D_26000.pth +2023-02-05 05:27:10,270 32k INFO ====> Epoch: 1041 +2023-02-05 05:27:37,791 32k INFO ====> Epoch: 1042 +2023-02-05 05:28:04,572 32k INFO ====> Epoch: 1043 +2023-02-05 05:28:31,441 32k INFO ====> Epoch: 1044 +2023-02-05 05:28:58,159 32k INFO ====> Epoch: 1045 +2023-02-05 05:29:25,628 32k INFO ====> Epoch: 1046 +2023-02-05 05:29:53,232 32k INFO ====> Epoch: 1047 +2023-02-05 05:30:20,101 32k INFO ====> Epoch: 1048 +2023-02-05 05:30:24,135 32k INFO Train Epoch: 1049 [0%] +2023-02-05 05:30:24,135 32k INFO [1.9918475151062012, 2.66300630569458, 15.864222526550293, 14.286860466003418, 0.1715741902589798, 26200, 8.767720685371495e-05] +2023-02-05 05:30:47,317 32k INFO ====> Epoch: 1049 +2023-02-05 05:31:14,060 32k INFO ====> Epoch: 1050 +2023-02-05 05:31:40,970 32k INFO ====> Epoch: 1051 +2023-02-05 05:32:07,748 32k INFO ====> Epoch: 1052 +2023-02-05 05:32:34,592 32k INFO ====> Epoch: 1053 +2023-02-05 05:33:01,491 32k INFO ====> Epoch: 1054 +2023-02-05 05:33:28,350 32k INFO ====> Epoch: 1055 +2023-02-05 05:33:55,224 32k INFO ====> Epoch: 1056 +2023-02-05 05:33:59,267 32k INFO Train Epoch: 1057 [0%] +2023-02-05 05:33:59,268 32k INFO [2.3876354694366455, 2.260361671447754, 12.012239456176758, 11.059601783752441, 0.7194659113883972, 26400, 8.758956799605101e-05] +2023-02-05 05:34:22,373 32k INFO ====> Epoch: 1057 +2023-02-05 05:34:49,225 32k INFO ====> Epoch: 1058 +2023-02-05 05:35:16,127 32k INFO ====> Epoch: 1059 +2023-02-05 05:35:42,937 32k INFO ====> Epoch: 1060 +2023-02-05 05:36:10,327 32k INFO ====> Epoch: 1061 +2023-02-05 05:36:37,081 32k INFO ====> Epoch: 1062 +2023-02-05 05:37:03,894 32k INFO ====> Epoch: 1063 +2023-02-05 05:37:30,719 32k INFO ====> Epoch: 1064 +2023-02-05 05:37:34,795 32k INFO Train Epoch: 1065 [0%] +2023-02-05 05:37:34,795 32k INFO [2.15364933013916, 2.655606508255005, 12.934453964233398, 13.860573768615723, 0.40727075934410095, 26600, 8.750201673891232e-05] +2023-02-05 05:37:57,807 32k INFO ====> Epoch: 1065 +2023-02-05 05:38:24,679 32k INFO ====> Epoch: 1066 +2023-02-05 05:38:51,533 32k INFO ====> Epoch: 1067 +2023-02-05 05:39:18,881 32k INFO ====> Epoch: 1068 +2023-02-05 05:39:45,934 32k INFO ====> Epoch: 1069 +2023-02-05 05:40:12,944 32k INFO ====> Epoch: 1070 +2023-02-05 05:40:39,783 32k INFO ====> Epoch: 1071 +2023-02-05 05:41:06,696 32k INFO ====> Epoch: 1072 +2023-02-05 05:41:10,764 32k INFO Train Epoch: 1073 [0%] +2023-02-05 05:41:10,765 32k INFO [2.1938986778259277, 2.5347914695739746, 11.525693893432617, 14.086859703063965, 0.7831094264984131, 26800, 8.741455299473667e-05] +2023-02-05 05:41:33,817 32k INFO ====> Epoch: 1073 +2023-02-05 05:42:00,592 32k INFO ====> Epoch: 1074 +2023-02-05 05:42:27,529 32k INFO ====> Epoch: 1075 +2023-02-05 05:42:54,455 32k INFO ====> Epoch: 1076 +2023-02-05 05:43:21,234 32k INFO ====> Epoch: 1077 +2023-02-05 05:43:48,126 32k INFO ====> Epoch: 1078 +2023-02-05 05:44:15,067 32k INFO ====> Epoch: 1079 +2023-02-05 05:44:42,137 32k INFO ====> Epoch: 1080 +2023-02-05 05:44:46,425 32k INFO Train Epoch: 1081 [0%] +2023-02-05 05:44:46,426 32k INFO [2.017868995666504, 2.6836276054382324, 13.478066444396973, 13.242634773254395, 0.7315661907196045, 27000, 8.732717667604937e-05] +2023-02-05 05:44:50,328 32k INFO Saving model and optimizer state at iteration 1081 to ./logs\32k\G_27000.pth +2023-02-05 05:45:07,813 32k INFO Saving model and optimizer state at iteration 1081 to ./logs\32k\D_27000.pth +2023-02-05 05:45:34,680 32k INFO ====> Epoch: 1081 +2023-02-05 05:46:02,160 32k INFO ====> Epoch: 1082 +2023-02-05 05:46:29,048 32k INFO ====> Epoch: 1083 +2023-02-05 05:46:55,863 32k INFO ====> Epoch: 1084 +2023-02-05 05:47:22,704 32k INFO ====> Epoch: 1085 +2023-02-05 05:47:49,428 32k INFO ====> Epoch: 1086 +2023-02-05 05:48:16,338 32k INFO ====> Epoch: 1087 +2023-02-05 05:48:43,137 32k INFO ====> Epoch: 1088 +2023-02-05 05:48:47,204 32k INFO Train Epoch: 1089 [0%] +2023-02-05 05:48:47,205 32k INFO [2.049042224884033, 2.6741414070129395, 12.20925521850586, 10.004424095153809, 0.5584561228752136, 27200, 8.723988769546315e-05] +2023-02-05 05:49:10,292 32k INFO ====> Epoch: 1089 +2023-02-05 05:49:37,544 32k INFO ====> Epoch: 1090 +2023-02-05 05:50:04,479 32k INFO ====> Epoch: 1091 +2023-02-05 05:50:31,329 32k INFO ====> Epoch: 1092 +2023-02-05 05:50:58,125 32k INFO ====> Epoch: 1093 +2023-02-05 05:51:24,940 32k INFO ====> Epoch: 1094 +2023-02-05 05:51:51,797 32k INFO ====> Epoch: 1095 +2023-02-05 05:52:18,577 32k INFO ====> Epoch: 1096 +2023-02-05 05:52:22,677 32k INFO Train Epoch: 1097 [0%] +2023-02-05 05:52:22,678 32k INFO [2.3425498008728027, 2.751516819000244, 14.460185050964355, 13.531147956848145, 0.7049099206924438, 27400, 8.715268596567818e-05] +2023-02-05 05:52:45,724 32k INFO ====> Epoch: 1097 +2023-02-05 05:53:12,546 32k INFO ====> Epoch: 1098 +2023-02-05 05:53:39,396 32k INFO ====> Epoch: 1099 +2023-02-05 05:54:06,304 32k INFO ====> Epoch: 1100 +2023-02-05 05:54:33,320 32k INFO ====> Epoch: 1101 +2023-02-05 05:55:00,345 32k INFO ====> Epoch: 1102 +2023-02-05 05:55:27,231 32k INFO ====> Epoch: 1103 +2023-02-05 05:55:54,098 32k INFO ====> Epoch: 1104 +2023-02-05 05:55:58,214 32k INFO Train Epoch: 1105 [0%] +2023-02-05 05:55:58,215 32k INFO [2.3255505561828613, 2.380157947540283, 12.174694061279297, 11.943294525146484, 0.3257955312728882, 27600, 8.706557139948175e-05] +2023-02-05 05:56:21,304 32k INFO ====> Epoch: 1105 +2023-02-05 05:56:48,091 32k INFO ====> Epoch: 1106 +2023-02-05 05:57:15,037 32k INFO ====> Epoch: 1107 +2023-02-05 05:57:41,822 32k INFO ====> Epoch: 1108 +2023-02-05 05:58:08,626 32k INFO ====> Epoch: 1109 +2023-02-05 05:58:35,458 32k INFO ====> Epoch: 1110 +2023-02-05 05:59:02,268 32k INFO ====> Epoch: 1111 +2023-02-05 05:59:29,246 32k INFO ====> Epoch: 1112 +2023-02-05 05:59:33,386 32k INFO Train Epoch: 1113 [0%] +2023-02-05 05:59:33,387 32k INFO [2.2277889251708984, 2.6942689418792725, 12.722253799438477, 11.754680633544922, 0.5189735293388367, 27800, 8.697854390974844e-05] +2023-02-05 05:59:56,534 32k INFO ====> Epoch: 1113 +2023-02-05 06:00:23,458 32k INFO ====> Epoch: 1114 +2023-02-05 06:00:50,300 32k INFO ====> Epoch: 1115 +2023-02-05 06:01:17,088 32k INFO ====> Epoch: 1116 +2023-02-05 06:01:43,941 32k INFO ====> Epoch: 1117 +2023-02-05 06:02:10,725 32k INFO ====> Epoch: 1118 +2023-02-05 06:02:37,570 32k INFO ====> Epoch: 1119 +2023-02-05 06:03:04,421 32k INFO ====> Epoch: 1120 +2023-02-05 06:03:08,475 32k INFO Train Epoch: 1121 [0%] +2023-02-05 06:03:08,476 32k INFO [2.2028703689575195, 2.433662176132202, 10.967716217041016, 10.844866752624512, 0.6915499567985535, 28000, 8.689160340943984e-05] +2023-02-05 06:03:12,422 32k INFO Saving model and optimizer state at iteration 1121 to ./logs\32k\G_28000.pth +2023-02-05 06:03:31,003 32k INFO Saving model and optimizer state at iteration 1121 to ./logs\32k\D_28000.pth +2023-02-05 06:03:57,526 32k INFO ====> Epoch: 1121 +2023-02-05 06:04:25,142 32k INFO ====> Epoch: 1122 +2023-02-05 06:04:52,316 32k INFO ====> Epoch: 1123 +2023-02-05 06:05:19,383 32k INFO ====> Epoch: 1124 +2023-02-05 06:05:46,305 32k INFO ====> Epoch: 1125 +2023-02-05 06:06:13,139 32k INFO ====> Epoch: 1126 +2023-02-05 06:06:39,943 32k INFO ====> Epoch: 1127 +2023-02-05 06:07:06,731 32k INFO ====> Epoch: 1128 +2023-02-05 06:07:10,813 32k INFO Train Epoch: 1129 [0%] +2023-02-05 06:07:10,814 32k INFO [2.3388376235961914, 2.7100446224212646, 11.904301643371582, 12.924579620361328, 0.7301217317581177, 28200, 8.680474981160459e-05] +2023-02-05 06:07:33,840 32k INFO ====> Epoch: 1129 +2023-02-05 06:08:00,733 32k INFO ====> Epoch: 1130 +2023-02-05 06:08:27,545 32k INFO ====> Epoch: 1131 +2023-02-05 06:08:54,375 32k INFO ====> Epoch: 1132 +2023-02-05 06:09:21,226 32k INFO ====> Epoch: 1133 +2023-02-05 06:09:48,211 32k INFO ====> Epoch: 1134 +2023-02-05 06:10:15,143 32k INFO ====> Epoch: 1135 +2023-02-05 06:10:42,135 32k INFO ====> Epoch: 1136 +2023-02-05 06:10:46,414 32k INFO Train Epoch: 1137 [0%] +2023-02-05 06:10:46,415 32k INFO [2.068279504776001, 2.5157902240753174, 14.92266845703125, 14.152434349060059, 0.8513187766075134, 28400, 8.671798302937821e-05] +2023-02-05 06:11:09,561 32k INFO ====> Epoch: 1137 +2023-02-05 06:11:36,651 32k INFO ====> Epoch: 1138 +2023-02-05 06:12:03,620 32k INFO ====> Epoch: 1139 +2023-02-05 06:12:30,596 32k INFO ====> Epoch: 1140 +2023-02-05 06:12:57,610 32k INFO ====> Epoch: 1141 +2023-02-05 06:13:24,612 32k INFO ====> Epoch: 1142 +2023-02-05 06:13:51,666 32k INFO ====> Epoch: 1143 +2023-02-05 06:14:18,690 32k INFO ====> Epoch: 1144 +2023-02-05 06:14:22,859 32k INFO Train Epoch: 1145 [0%] +2023-02-05 06:14:22,860 32k INFO [2.0558133125305176, 3.019425630569458, 12.232267379760742, 11.37695598602295, 0.8542425632476807, 28600, 8.663130297598309e-05] +2023-02-05 06:14:46,102 32k INFO ====> Epoch: 1145 +2023-02-05 06:15:13,030 32k INFO ====> Epoch: 1146 +2023-02-05 06:15:39,891 32k INFO ====> Epoch: 1147 +2023-02-05 06:16:06,718 32k INFO ====> Epoch: 1148 +2023-02-05 06:16:33,692 32k INFO ====> Epoch: 1149 +2023-02-05 06:17:00,687 32k INFO ====> Epoch: 1150 +2023-02-05 06:17:27,818 32k INFO ====> Epoch: 1151 +2023-02-05 06:17:54,859 32k INFO ====> Epoch: 1152 +2023-02-05 06:17:58,927 32k INFO Train Epoch: 1153 [0%] +2023-02-05 06:17:58,927 32k INFO [2.449298858642578, 2.6978743076324463, 13.223466873168945, 12.560341835021973, 0.36283519864082336, 28800, 8.654470956472831e-05] +2023-02-05 06:18:21,959 32k INFO ====> Epoch: 1153 +2023-02-05 06:18:48,870 32k INFO ====> Epoch: 1154 +2023-02-05 06:19:15,755 32k INFO ====> Epoch: 1155 +2023-02-05 06:19:42,715 32k INFO ====> Epoch: 1156 +2023-02-05 06:20:09,641 32k INFO ====> Epoch: 1157 +2023-02-05 06:20:36,453 32k INFO ====> Epoch: 1158 +2023-02-05 06:21:03,293 32k INFO ====> Epoch: 1159 +2023-02-05 06:21:30,114 32k INFO ====> Epoch: 1160 +2023-02-05 06:21:34,206 32k INFO Train Epoch: 1161 [0%] +2023-02-05 06:21:34,207 32k INFO [2.1459662914276123, 2.4673244953155518, 10.910310745239258, 12.446820259094238, 0.4153181314468384, 29000, 8.645820270900963e-05] +2023-02-05 06:21:38,079 32k INFO Saving model and optimizer state at iteration 1161 to ./logs\32k\G_29000.pth +2023-02-05 06:21:53,986 32k INFO Saving model and optimizer state at iteration 1161 to ./logs\32k\D_29000.pth +2023-02-05 06:22:20,507 32k INFO ====> Epoch: 1161 +2023-02-05 06:22:48,069 32k INFO ====> Epoch: 1162 +2023-02-05 06:23:14,984 32k INFO ====> Epoch: 1163 +2023-02-05 06:23:41,730 32k INFO ====> Epoch: 1164 +2023-02-05 06:24:08,579 32k INFO ====> Epoch: 1165 +2023-02-05 06:24:35,563 32k INFO ====> Epoch: 1166 +2023-02-05 06:25:02,680 32k INFO ====> Epoch: 1167 +2023-02-05 06:25:29,667 32k INFO ====> Epoch: 1168 +2023-02-05 06:25:33,851 32k INFO Train Epoch: 1169 [0%] +2023-02-05 06:25:33,851 32k INFO [2.119479179382324, 2.558511972427368, 13.904573440551758, 13.721620559692383, 0.7156055569648743, 29200, 8.637178232230941e-05] +2023-02-05 06:25:56,961 32k INFO ====> Epoch: 1169 +2023-02-05 06:26:23,939 32k INFO ====> Epoch: 1170 +2023-02-05 06:26:50,918 32k INFO ====> Epoch: 1171 +2023-02-05 06:27:17,970 32k INFO ====> Epoch: 1172 +2023-02-05 06:27:45,199 32k INFO ====> Epoch: 1173 +2023-02-05 06:28:12,156 32k INFO ====> Epoch: 1174 +2023-02-05 06:28:39,232 32k INFO ====> Epoch: 1175 +2023-02-05 06:29:06,331 32k INFO ====> Epoch: 1176 +2023-02-05 06:29:10,567 32k INFO Train Epoch: 1177 [0%] +2023-02-05 06:29:10,568 32k INFO [2.141423225402832, 2.6959595680236816, 10.621785163879395, 11.469366073608398, 0.7709862589836121, 29400, 8.628544831819641e-05] +2023-02-05 06:29:33,775 32k INFO ====> Epoch: 1177 +2023-02-05 06:30:01,006 32k INFO ====> Epoch: 1178 +2023-02-05 06:30:27,987 32k INFO ====> Epoch: 1179 +2023-02-05 06:30:54,952 32k INFO ====> Epoch: 1180 +2023-02-05 06:31:21,780 32k INFO ====> Epoch: 1181 +2023-02-05 06:31:48,704 32k INFO ====> Epoch: 1182 +2023-02-05 06:32:15,630 32k INFO ====> Epoch: 1183 +2023-02-05 06:32:42,518 32k INFO ====> Epoch: 1184 +2023-02-05 06:32:46,619 32k INFO Train Epoch: 1185 [0%] +2023-02-05 06:32:46,620 32k INFO [2.156825542449951, 2.607023239135742, 10.926587104797363, 9.488558769226074, 0.38208308815956116, 29600, 8.619920061032583e-05] +2023-02-05 06:33:09,619 32k INFO ====> Epoch: 1185 +2023-02-05 06:33:36,447 32k INFO ====> Epoch: 1186 +2023-02-05 06:34:03,414 32k INFO ====> Epoch: 1187 +2023-02-05 06:34:30,479 32k INFO ====> Epoch: 1188 +2023-02-05 06:34:57,456 32k INFO ====> Epoch: 1189 +2023-02-05 06:35:24,453 32k INFO ====> Epoch: 1190 +2023-02-05 06:35:51,308 32k INFO ====> Epoch: 1191 +2023-02-05 06:36:18,168 32k INFO ====> Epoch: 1192 +2023-02-05 06:36:22,295 32k INFO Train Epoch: 1193 [0%] +2023-02-05 06:36:22,296 32k INFO [2.148775339126587, 2.573141574859619, 12.529659271240234, 11.859586715698242, 0.7722049355506897, 29800, 8.611303911243917e-05] +2023-02-05 06:36:45,287 32k INFO ====> Epoch: 1193 +2023-02-05 06:37:12,082 32k INFO ====> Epoch: 1194 +2023-02-05 06:37:38,936 32k INFO ====> Epoch: 1195 +2023-02-05 06:38:05,812 32k INFO ====> Epoch: 1196 +2023-02-05 06:38:32,715 32k INFO ====> Epoch: 1197 +2023-02-05 06:38:59,580 32k INFO ====> Epoch: 1198 +2023-02-05 06:39:26,585 32k INFO ====> Epoch: 1199 +2023-02-05 06:39:53,605 32k INFO ====> Epoch: 1200 +2023-02-05 06:39:57,725 32k INFO Train Epoch: 1201 [0%] +2023-02-05 06:39:57,726 32k INFO [2.2807998657226562, 2.5990617275238037, 10.889440536499023, 11.20208740234375, 0.17651128768920898, 30000, 8.602696373836416e-05] +2023-02-05 06:40:01,870 32k INFO Saving model and optimizer state at iteration 1201 to ./logs\32k\G_30000.pth +2023-02-05 06:40:21,212 32k INFO Saving model and optimizer state at iteration 1201 to ./logs\32k\D_30000.pth +2023-02-05 06:40:48,205 32k INFO ====> Epoch: 1201 +2023-02-05 06:41:15,786 32k INFO ====> Epoch: 1202 +2023-02-05 06:41:42,671 32k INFO ====> Epoch: 1203 +2023-02-05 06:42:09,558 32k INFO ====> Epoch: 1204 +2023-02-05 06:42:36,343 32k INFO ====> Epoch: 1205 +2023-02-05 06:43:03,252 32k INFO ====> Epoch: 1206 +2023-02-05 06:43:30,021 32k INFO ====> Epoch: 1207 +2023-02-05 06:43:56,859 32k INFO ====> Epoch: 1208 +2023-02-05 06:44:00,990 32k INFO Train Epoch: 1209 [0%] +2023-02-05 06:44:00,991 32k INFO [2.1200780868530273, 2.7001535892486572, 15.738687515258789, 13.803812980651855, 1.186733603477478, 30200, 8.594097440201468e-05] +2023-02-05 06:44:24,157 32k INFO ====> Epoch: 1209 +2023-02-05 06:44:51,270 32k INFO ====> Epoch: 1210 +2023-02-05 06:45:18,327 32k INFO ====> Epoch: 1211 +2023-02-05 06:45:45,279 32k INFO ====> Epoch: 1212 +2023-02-05 06:46:12,208 32k INFO ====> Epoch: 1213 +2023-02-05 06:46:39,347 32k INFO ====> Epoch: 1214 +2023-02-05 06:47:06,173 32k INFO ====> Epoch: 1215 +2023-02-05 06:47:33,094 32k INFO ====> Epoch: 1216 +2023-02-05 06:47:37,206 32k INFO Train Epoch: 1217 [0%] +2023-02-05 06:47:37,206 32k INFO [2.243701457977295, 2.87256121635437, 13.178181648254395, 11.849820137023926, 0.8711846470832825, 30400, 8.585507101739061e-05] +2023-02-05 06:48:00,289 32k INFO ====> Epoch: 1217 +2023-02-05 06:48:27,181 32k INFO ====> Epoch: 1218 +2023-02-05 06:48:54,019 32k INFO ====> Epoch: 1219 +2023-02-05 06:49:20,965 32k INFO ====> Epoch: 1220 +2023-02-05 06:49:48,043 32k INFO ====> Epoch: 1221 +2023-02-05 06:50:15,027 32k INFO ====> Epoch: 1222 +2023-02-05 06:50:41,888 32k INFO ====> Epoch: 1223 +2023-02-05 06:51:08,675 32k INFO ====> Epoch: 1224 +2023-02-05 06:51:12,756 32k INFO Train Epoch: 1225 [0%] +2023-02-05 06:51:12,756 32k INFO [2.0259218215942383, 2.917210817337036, 12.661747932434082, 14.125380516052246, 0.13235220313072205, 30600, 8.576925349857781e-05] +2023-02-05 06:51:35,765 32k INFO ====> Epoch: 1225 +2023-02-05 06:52:02,624 32k INFO ====> Epoch: 1226 +2023-02-05 06:52:29,426 32k INFO ====> Epoch: 1227 +2023-02-05 06:52:56,334 32k INFO ====> Epoch: 1228 +2023-02-05 06:53:23,100 32k INFO ====> Epoch: 1229 +2023-02-05 06:53:49,953 32k INFO ====> Epoch: 1230 +2023-02-05 06:54:16,807 32k INFO ====> Epoch: 1231 +2023-02-05 06:54:43,962 32k INFO ====> Epoch: 1232 +2023-02-05 06:54:48,165 32k INFO Train Epoch: 1233 [0%] +2023-02-05 06:54:48,166 32k INFO [2.171877384185791, 2.6232471466064453, 14.322548866271973, 13.31609058380127, 0.6586949825286865, 30800, 8.568352175974806e-05] +2023-02-05 06:55:11,252 32k INFO ====> Epoch: 1233 +2023-02-05 06:55:38,150 32k INFO ====> Epoch: 1234 +2023-02-05 06:56:04,948 32k INFO ====> Epoch: 1235 +2023-02-05 06:56:31,750 32k INFO ====> Epoch: 1236 +2023-02-05 06:56:58,618 32k INFO ====> Epoch: 1237 +2023-02-05 06:57:25,454 32k INFO ====> Epoch: 1238 +2023-02-05 06:57:52,151 32k INFO ====> Epoch: 1239 +2023-02-05 06:58:19,014 32k INFO ====> Epoch: 1240 +2023-02-05 06:58:23,077 32k INFO Train Epoch: 1241 [0%] +2023-02-05 06:58:23,078 32k INFO [2.1301345825195312, 2.5109856128692627, 14.530196189880371, 14.297780990600586, 0.5999473929405212, 31000, 8.559787571515888e-05] +2023-02-05 06:58:26,965 32k INFO Saving model and optimizer state at iteration 1241 to ./logs\32k\G_31000.pth +2023-02-05 06:58:47,365 32k INFO Saving model and optimizer state at iteration 1241 to ./logs\32k\D_31000.pth +2023-02-05 06:59:13,785 32k INFO ====> Epoch: 1241 +2023-02-05 06:59:41,484 32k INFO ====> Epoch: 1242 +2023-02-05 07:00:08,602 32k INFO ====> Epoch: 1243 +2023-02-05 07:00:35,398 32k INFO ====> Epoch: 1244 +2023-02-05 07:01:02,236 32k INFO ====> Epoch: 1245 +2023-02-05 07:01:29,020 32k INFO ====> Epoch: 1246 +2023-02-05 07:01:55,830 32k INFO ====> Epoch: 1247 +2023-02-05 07:02:22,748 32k INFO ====> Epoch: 1248 +2023-02-05 07:02:26,815 32k INFO Train Epoch: 1249 [0%] +2023-02-05 07:02:26,816 32k INFO [2.2667229175567627, 2.2143940925598145, 10.994586944580078, 11.461311340332031, 1.0445417165756226, 31200, 8.551231527915351e-05] +2023-02-05 07:02:49,835 32k INFO ====> Epoch: 1249 +2023-02-05 07:03:16,651 32k INFO ====> Epoch: 1250 +2023-02-05 07:03:43,450 32k INFO ====> Epoch: 1251 +2023-02-05 07:04:10,326 32k INFO ====> Epoch: 1252 +2023-02-05 07:04:37,397 32k INFO ====> Epoch: 1253 +2023-02-05 07:05:04,390 32k INFO ====> Epoch: 1254 +2023-02-05 07:05:31,902 32k INFO ====> Epoch: 1255 +2023-02-05 07:05:58,991 32k INFO ====> Epoch: 1256 +2023-02-05 07:06:07,116 32k INFO Train Epoch: 1257 [0%] +2023-02-05 07:06:07,117 32k INFO [2.2193527221679688, 2.752631187438965, 11.057294845581055, 10.418423652648926, 0.2880703806877136, 31400, 8.542684036616079e-05] +2023-02-05 07:06:30,443 32k INFO ====> Epoch: 1257 +2023-02-05 07:07:02,455 32k INFO ====> Epoch: 1258 +2023-02-05 07:07:34,138 32k INFO ====> Epoch: 1259 +2023-02-05 07:08:01,870 32k INFO ====> Epoch: 1260 +2023-02-05 07:08:32,173 32k INFO ====> Epoch: 1261 +2023-02-05 07:09:04,453 32k INFO ====> Epoch: 1262 +2023-02-05 07:09:33,472 32k INFO ====> Epoch: 1263 +2023-02-05 07:10:03,393 32k INFO ====> Epoch: 1264 +2023-02-05 07:10:10,382 32k INFO Train Epoch: 1265 [0%] +2023-02-05 07:10:10,382 32k INFO [2.190063238143921, 2.626102924346924, 11.79410171508789, 12.473651885986328, 0.33603525161743164, 31600, 8.534145089069516e-05] +2023-02-05 07:10:33,571 32k INFO ====> Epoch: 1265 +2023-02-05 07:11:07,576 32k INFO ====> Epoch: 1266 +2023-02-05 07:11:36,214 32k INFO ====> Epoch: 1267 +2023-02-05 07:12:07,446 32k INFO ====> Epoch: 1268 +2023-02-05 07:12:34,394 32k INFO ====> Epoch: 1269 +2023-02-05 07:13:01,388 32k INFO ====> Epoch: 1270 +2023-02-05 07:13:28,339 32k INFO ====> Epoch: 1271 +2023-02-05 07:13:55,314 32k INFO ====> Epoch: 1272 +2023-02-05 07:13:59,417 32k INFO Train Epoch: 1273 [0%] +2023-02-05 07:13:59,417 32k INFO [2.197568655014038, 2.487321376800537, 11.770505905151367, 11.387006759643555, 0.908442497253418, 31800, 8.525614676735643e-05] +2023-02-05 07:14:22,615 32k INFO ====> Epoch: 1273 +2023-02-05 07:14:49,712 32k INFO ====> Epoch: 1274 +2023-02-05 07:15:16,566 32k INFO ====> Epoch: 1275 +2023-02-05 07:15:43,385 32k INFO ====> Epoch: 1276 +2023-02-05 07:16:10,332 32k INFO ====> Epoch: 1277 +2023-02-05 07:16:37,126 32k INFO ====> Epoch: 1278 +2023-02-05 07:17:04,045 32k INFO ====> Epoch: 1279 +2023-02-05 07:17:30,932 32k INFO ====> Epoch: 1280 +2023-02-05 07:17:35,000 32k INFO Train Epoch: 1281 [0%] +2023-02-05 07:17:35,000 32k INFO [2.2146060466766357, 2.751147985458374, 10.850485801696777, 11.43752670288086, 0.4850461781024933, 32000, 8.517092791082984e-05] +2023-02-05 07:17:38,859 32k INFO Saving model and optimizer state at iteration 1281 to ./logs\32k\G_32000.pth +2023-02-05 07:17:56,510 32k INFO Saving model and optimizer state at iteration 1281 to ./logs\32k\D_32000.pth +2023-02-05 07:18:22,782 32k INFO ====> Epoch: 1281 +2023-02-05 07:18:50,306 32k INFO ====> Epoch: 1282 +2023-02-05 07:19:17,116 32k INFO ====> Epoch: 1283 +2023-02-05 07:19:44,042 32k INFO ====> Epoch: 1284 +2023-02-05 07:20:10,997 32k INFO ====> Epoch: 1285 +2023-02-05 07:20:37,815 32k INFO ====> Epoch: 1286 +2023-02-05 07:21:04,618 32k INFO ====> Epoch: 1287 +2023-02-05 07:21:31,506 32k INFO ====> Epoch: 1288 +2023-02-05 07:21:35,566 32k INFO Train Epoch: 1289 [0%] +2023-02-05 07:21:35,566 32k INFO [2.0137317180633545, 2.8686716556549072, 10.88627815246582, 10.001977920532227, 0.3044086694717407, 32200, 8.50857942358858e-05] +2023-02-05 07:21:58,664 32k INFO ====> Epoch: 1289 +2023-02-05 07:22:25,402 32k INFO ====> Epoch: 1290 +2023-02-05 07:22:52,156 32k INFO ====> Epoch: 1291 +2023-02-05 07:23:18,971 32k INFO ====> Epoch: 1292 +2023-02-05 07:23:45,808 32k INFO ====> Epoch: 1293 +2023-02-05 07:24:12,629 32k INFO ====> Epoch: 1294 +2023-02-05 07:24:39,596 32k INFO ====> Epoch: 1295 +2023-02-05 07:25:06,657 32k INFO ====> Epoch: 1296 +2023-02-05 07:25:10,755 32k INFO Train Epoch: 1297 [0%] +2023-02-05 07:25:10,755 32k INFO [2.156792640686035, 2.527161121368408, 14.336813926696777, 12.83464241027832, 0.7440640926361084, 32400, 8.500074565738009e-05] +2023-02-05 07:25:33,751 32k INFO ====> Epoch: 1297 +2023-02-05 07:26:00,652 32k INFO ====> Epoch: 1298 +2023-02-05 07:26:27,443 32k INFO ====> Epoch: 1299 +2023-02-05 07:26:54,325 32k INFO ====> Epoch: 1300 +2023-02-05 07:27:21,101 32k INFO ====> Epoch: 1301 +2023-02-05 07:27:47,903 32k INFO ====> Epoch: 1302 +2023-02-05 07:28:14,744 32k INFO ====> Epoch: 1303 +2023-02-05 07:28:41,557 32k INFO ====> Epoch: 1304 +2023-02-05 07:28:45,649 32k INFO Train Epoch: 1305 [0%] +2023-02-05 07:28:45,650 32k INFO [2.2541065216064453, 2.5203514099121094, 13.578350067138672, 13.18635368347168, 0.8620737195014954, 32600, 8.49157820902534e-05] +2023-02-05 07:29:08,780 32k INFO ====> Epoch: 1305 +2023-02-05 07:29:35,743 32k INFO ====> Epoch: 1306 +2023-02-05 07:30:02,751 32k INFO ====> Epoch: 1307 +2023-02-05 07:30:29,586 32k INFO ====> Epoch: 1308 +2023-02-05 07:30:56,326 32k INFO ====> Epoch: 1309 +2023-02-05 07:31:23,177 32k INFO ====> Epoch: 1310 +2023-02-05 07:31:49,968 32k INFO ====> Epoch: 1311 +2023-02-05 07:32:16,829 32k INFO ====> Epoch: 1312 +2023-02-05 07:32:21,001 32k INFO Train Epoch: 1313 [0%] +2023-02-05 07:32:21,001 32k INFO [2.1576173305511475, 2.829512357711792, 14.051680564880371, 13.79757022857666, 0.5648526549339294, 32800, 8.483090344953156e-05] +2023-02-05 07:32:44,031 32k INFO ====> Epoch: 1313 +2023-02-05 07:33:10,844 32k INFO ====> Epoch: 1314 +2023-02-05 07:33:37,611 32k INFO ====> Epoch: 1315 +2023-02-05 07:34:04,415 32k INFO ====> Epoch: 1316 +2023-02-05 07:34:31,311 32k INFO ====> Epoch: 1317 +2023-02-05 07:34:58,239 32k INFO ====> Epoch: 1318 +2023-02-05 07:35:25,093 32k INFO ====> Epoch: 1319 +2023-02-05 07:35:51,949 32k INFO ====> Epoch: 1320 +2023-02-05 07:35:56,046 32k INFO Train Epoch: 1321 [0%] +2023-02-05 07:35:56,047 32k INFO [2.2042672634124756, 2.948845386505127, 10.512109756469727, 10.033660888671875, 0.7743017673492432, 33000, 8.474610965032531e-05] +2023-02-05 07:36:00,049 32k INFO Saving model and optimizer state at iteration 1321 to ./logs\32k\G_33000.pth +2023-02-05 07:36:17,663 32k INFO Saving model and optimizer state at iteration 1321 to ./logs\32k\D_33000.pth +2023-02-05 07:36:44,072 32k INFO ====> Epoch: 1321 +2023-02-05 07:37:11,674 32k INFO ====> Epoch: 1322 +2023-02-05 07:37:38,596 32k INFO ====> Epoch: 1323 +2023-02-05 07:38:05,437 32k INFO ====> Epoch: 1324 +2023-02-05 07:38:32,186 32k INFO ====> Epoch: 1325 +2023-02-05 07:38:59,025 32k INFO ====> Epoch: 1326 +2023-02-05 07:39:25,955 32k INFO ====> Epoch: 1327 +2023-02-05 07:39:52,950 32k INFO ====> Epoch: 1328 +2023-02-05 07:39:57,065 32k INFO Train Epoch: 1329 [0%] +2023-02-05 07:39:57,065 32k INFO [2.142500877380371, 2.648035764694214, 13.696779251098633, 13.351492881774902, 0.4738289415836334, 33200, 8.466140060783028e-05] +2023-02-05 07:40:20,095 32k INFO ====> Epoch: 1329 +2023-02-05 07:40:46,861 32k INFO ====> Epoch: 1330 +2023-02-05 07:41:13,760 32k INFO ====> Epoch: 1331 +2023-02-05 07:41:40,530 32k INFO ====> Epoch: 1332 +2023-02-05 07:42:07,366 32k INFO ====> Epoch: 1333 +2023-02-05 07:42:34,214 32k INFO ====> Epoch: 1334 +2023-02-05 07:43:00,992 32k INFO ====> Epoch: 1335 +2023-02-05 07:43:27,864 32k INFO ====> Epoch: 1336 +2023-02-05 07:43:31,962 32k INFO Train Epoch: 1337 [0%] +2023-02-05 07:43:31,963 32k INFO [2.169642448425293, 2.5222179889678955, 11.288256645202637, 10.993494033813477, 0.7434424757957458, 33400, 8.45767762373268e-05] +2023-02-05 07:43:55,045 32k INFO ====> Epoch: 1337 +2023-02-05 07:44:21,905 32k INFO ====> Epoch: 1338 +2023-02-05 07:44:48,840 32k INFO ====> Epoch: 1339 +2023-02-05 07:45:15,773 32k INFO ====> Epoch: 1340 +2023-02-05 07:45:42,623 32k INFO ====> Epoch: 1341 +2023-02-05 07:46:09,487 32k INFO ====> Epoch: 1342 +2023-02-05 07:46:36,350 32k INFO ====> Epoch: 1343 +2023-02-05 07:47:03,228 32k INFO ====> Epoch: 1344 +2023-02-05 07:47:07,324 32k INFO Train Epoch: 1345 [0%] +2023-02-05 07:47:07,325 32k INFO [2.2342400550842285, 2.6064047813415527, 9.91673469543457, 10.225865364074707, 0.5833279490470886, 33600, 8.44922364541799e-05] +2023-02-05 07:47:30,318 32k INFO ====> Epoch: 1345 +2023-02-05 07:47:57,109 32k INFO ====> Epoch: 1346 +2023-02-05 07:48:23,963 32k INFO ====> Epoch: 1347 +2023-02-05 07:48:50,943 32k INFO ====> Epoch: 1348 +2023-02-05 07:49:17,856 32k INFO ====> Epoch: 1349 +2023-02-05 07:49:44,830 32k INFO ====> Epoch: 1350 +2023-02-05 07:50:11,693 32k INFO ====> Epoch: 1351 +2023-02-05 07:50:38,582 32k INFO ====> Epoch: 1352 +2023-02-05 07:50:42,654 32k INFO Train Epoch: 1353 [0%] +2023-02-05 07:50:42,654 32k INFO [2.0464043617248535, 2.6720175743103027, 12.558959007263184, 11.231216430664062, 0.785599410533905, 33800, 8.440778117383924e-05] +2023-02-05 07:51:05,664 32k INFO ====> Epoch: 1353 +2023-02-05 07:51:32,588 32k INFO ====> Epoch: 1354 +2023-02-05 07:51:59,443 32k INFO ====> Epoch: 1355 +2023-02-05 07:52:26,251 32k INFO ====> Epoch: 1356 +2023-02-05 07:52:53,075 32k INFO ====> Epoch: 1357 +2023-02-05 07:53:19,946 32k INFO ====> Epoch: 1358 +2023-02-05 07:53:46,727 32k INFO ====> Epoch: 1359 +2023-02-05 07:54:13,572 32k INFO ====> Epoch: 1360 +2023-02-05 07:54:17,690 32k INFO Train Epoch: 1361 [0%] +2023-02-05 07:54:17,691 32k INFO [2.3170576095581055, 2.5188910961151123, 13.190398216247559, 11.179408073425293, 0.6192400455474854, 34000, 8.432341031183897e-05] +2023-02-05 07:54:21,629 32k INFO Saving model and optimizer state at iteration 1361 to ./logs\32k\G_34000.pth +2023-02-05 07:54:38,056 32k INFO Saving model and optimizer state at iteration 1361 to ./logs\32k\D_34000.pth +2023-02-05 07:55:04,460 32k INFO ====> Epoch: 1361 +2023-02-05 07:55:31,997 32k INFO ====> Epoch: 1362 +2023-02-05 07:55:58,981 32k INFO ====> Epoch: 1363 +2023-02-05 07:56:25,921 32k INFO ====> Epoch: 1364 +2023-02-05 07:56:52,827 32k INFO ====> Epoch: 1365 +2023-02-05 07:57:19,639 32k INFO ====> Epoch: 1366 +2023-02-05 07:57:46,422 32k INFO ====> Epoch: 1367 +2023-02-05 07:58:13,135 32k INFO ====> Epoch: 1368 +2023-02-05 07:58:17,180 32k INFO Train Epoch: 1369 [0%] +2023-02-05 07:58:17,181 32k INFO [2.173710584640503, 2.684149980545044, 13.82892894744873, 12.946704864501953, 0.26594144105911255, 34200, 8.423912378379767e-05] +2023-02-05 07:58:40,179 32k INFO ====> Epoch: 1369 +2023-02-05 07:59:07,096 32k INFO ====> Epoch: 1370 +2023-02-05 07:59:33,993 32k INFO ====> Epoch: 1371 +2023-02-05 08:00:01,100 32k INFO ====> Epoch: 1372 +2023-02-05 08:00:27,972 32k INFO ====> Epoch: 1373 +2023-02-05 08:00:55,026 32k INFO ====> Epoch: 1374 +2023-02-05 08:01:21,821 32k INFO ====> Epoch: 1375 +2023-02-05 08:01:48,797 32k INFO ====> Epoch: 1376 +2023-02-05 08:01:52,880 32k INFO Train Epoch: 1377 [0%] +2023-02-05 08:01:52,880 32k INFO [2.309816837310791, 2.36836838722229, 12.479300498962402, 10.370949745178223, 0.8627030849456787, 34400, 8.415492150541829e-05] +2023-02-05 08:02:15,942 32k INFO ====> Epoch: 1377 +2023-02-05 08:02:42,794 32k INFO ====> Epoch: 1378 +2023-02-05 08:03:09,606 32k INFO ====> Epoch: 1379 +2023-02-05 08:03:36,495 32k INFO ====> Epoch: 1380 +2023-02-05 08:04:03,385 32k INFO ====> Epoch: 1381 +2023-02-05 08:04:30,353 32k INFO ====> Epoch: 1382 +2023-02-05 08:04:57,262 32k INFO ====> Epoch: 1383 +2023-02-05 08:05:24,171 32k INFO ====> Epoch: 1384 +2023-02-05 08:05:28,270 32k INFO Train Epoch: 1385 [0%] +2023-02-05 08:05:28,270 32k INFO [2.2477169036865234, 2.705219268798828, 14.04289722442627, 12.18319320678711, 0.5053433775901794, 34600, 8.4070803392488e-05] +2023-02-05 08:05:51,410 32k INFO ====> Epoch: 1385 +2023-02-05 08:06:18,232 32k INFO ====> Epoch: 1386 +2023-02-05 08:06:45,089 32k INFO ====> Epoch: 1387 +2023-02-05 08:07:11,955 32k INFO ====> Epoch: 1388 +2023-02-05 08:07:38,820 32k INFO ====> Epoch: 1389 +2023-02-05 08:08:05,730 32k INFO ====> Epoch: 1390 +2023-02-05 08:08:32,609 32k INFO ====> Epoch: 1391 +2023-02-05 08:08:59,519 32k INFO ====> Epoch: 1392 +2023-02-05 08:09:03,629 32k INFO Train Epoch: 1393 [0%] +2023-02-05 08:09:03,629 32k INFO [2.3621532917022705, 2.7233214378356934, 12.68895149230957, 10.949358940124512, 1.084225058555603, 34800, 8.398676936087818e-05] +2023-02-05 08:09:26,745 32k INFO ====> Epoch: 1393 +2023-02-05 08:09:53,772 32k INFO ====> Epoch: 1394 +2023-02-05 08:10:20,710 32k INFO ====> Epoch: 1395 +2023-02-05 08:10:47,791 32k INFO ====> Epoch: 1396 +2023-02-05 08:11:14,748 32k INFO ====> Epoch: 1397 +2023-02-05 08:11:41,790 32k INFO ====> Epoch: 1398 +2023-02-05 08:12:08,879 32k INFO ====> Epoch: 1399 +2023-02-05 08:12:35,901 32k INFO ====> Epoch: 1400 +2023-02-05 08:12:40,086 32k INFO Train Epoch: 1401 [0%] +2023-02-05 08:12:40,087 32k INFO [2.164952516555786, 2.389915704727173, 10.697932243347168, 10.147743225097656, 0.48829972743988037, 35000, 8.390281932654426e-05] +2023-02-05 08:12:43,955 32k INFO Saving model and optimizer state at iteration 1401 to ./logs\32k\G_35000.pth +2023-02-05 08:13:01,734 32k INFO Saving model and optimizer state at iteration 1401 to ./logs\32k\D_35000.pth +2023-02-05 08:13:28,235 32k INFO ====> Epoch: 1401 +2023-02-05 08:13:55,912 32k INFO ====> Epoch: 1402 +2023-02-05 08:14:22,990 32k INFO ====> Epoch: 1403 +2023-02-05 08:14:49,998 32k INFO ====> Epoch: 1404 +2023-02-05 08:15:16,942 32k INFO ====> Epoch: 1405 +2023-02-05 08:15:43,774 32k INFO ====> Epoch: 1406 +2023-02-05 08:16:10,607 32k INFO ====> Epoch: 1407 +2023-02-05 08:16:37,468 32k INFO ====> Epoch: 1408 +2023-02-05 08:16:41,531 32k INFO Train Epoch: 1409 [0%] +2023-02-05 08:16:41,532 32k INFO [2.208010673522949, 2.491391658782959, 12.341304779052734, 10.38427448272705, 0.5542719960212708, 35200, 8.381895320552572e-05] +2023-02-05 08:17:04,588 32k INFO ====> Epoch: 1409 +2023-02-05 08:17:31,586 32k INFO ====> Epoch: 1410 +2023-02-05 08:17:58,344 32k INFO ====> Epoch: 1411 +2023-02-05 08:18:25,185 32k INFO ====> Epoch: 1412 +2023-02-05 08:18:52,065 32k INFO ====> Epoch: 1413 +2023-02-05 08:19:18,985 32k INFO ====> Epoch: 1414 +2023-02-05 08:19:46,109 32k INFO ====> Epoch: 1415 +2023-02-05 08:20:13,055 32k INFO ====> Epoch: 1416 +2023-02-05 08:20:17,149 32k INFO Train Epoch: 1417 [0%] +2023-02-05 08:20:17,149 32k INFO [2.00590181350708, 2.796570301055908, 15.069024085998535, 13.532938957214355, 0.9010816216468811, 35400, 8.373517091394593e-05] +2023-02-05 08:20:40,151 32k INFO ====> Epoch: 1417 +2023-02-05 08:21:07,047 32k INFO ====> Epoch: 1418 +2023-02-05 08:21:33,880 32k INFO ====> Epoch: 1419 +2023-02-05 08:22:00,731 32k INFO ====> Epoch: 1420 +2023-02-05 08:22:27,588 32k INFO ====> Epoch: 1421 +2023-02-05 08:22:54,534 32k INFO ====> Epoch: 1422 +2023-02-05 08:23:21,480 32k INFO ====> Epoch: 1423 +2023-02-05 08:23:48,304 32k INFO ====> Epoch: 1424 +2023-02-05 08:23:52,460 32k INFO Train Epoch: 1425 [0%] +2023-02-05 08:23:52,460 32k INFO [2.010918617248535, 2.9345474243164062, 12.52562427520752, 12.41196346282959, 0.5845080614089966, 35600, 8.365147236801214e-05] +2023-02-05 08:24:15,565 32k INFO ====> Epoch: 1425 +2023-02-05 08:24:42,583 32k INFO ====> Epoch: 1426 +2023-02-05 08:25:09,592 32k INFO ====> Epoch: 1427 +2023-02-05 08:25:36,575 32k INFO ====> Epoch: 1428 +2023-02-05 08:26:03,617 32k INFO ====> Epoch: 1429 +2023-02-05 08:26:30,676 32k INFO ====> Epoch: 1430 +2023-02-05 08:26:57,646 32k INFO ====> Epoch: 1431 +2023-02-05 08:27:24,656 32k INFO ====> Epoch: 1432 +2023-02-05 08:27:28,845 32k INFO Train Epoch: 1433 [0%] +2023-02-05 08:27:28,846 32k INFO [2.1724891662597656, 2.550323486328125, 15.758514404296875, 13.236706733703613, 0.5563227534294128, 35800, 8.35678574840153e-05] +2023-02-05 08:27:51,991 32k INFO ====> Epoch: 1433 +2023-02-05 08:28:18,986 32k INFO ====> Epoch: 1434 +2023-02-05 08:28:46,022 32k INFO ====> Epoch: 1435 +2023-02-05 08:29:13,128 32k INFO ====> Epoch: 1436 +2023-02-05 08:29:40,114 32k INFO ====> Epoch: 1437 +2023-02-05 08:30:07,192 32k INFO ====> Epoch: 1438 +2023-02-05 08:30:33,990 32k INFO ====> Epoch: 1439 +2023-02-05 08:31:00,784 32k INFO ====> Epoch: 1440 +2023-02-05 08:31:04,888 32k INFO Train Epoch: 1441 [0%] +2023-02-05 08:31:04,888 32k INFO [2.1645970344543457, 2.719623565673828, 11.309368133544922, 10.519591331481934, 1.0195579528808594, 36000, 8.34843261783301e-05] +2023-02-05 08:31:08,838 32k INFO Saving model and optimizer state at iteration 1441 to ./logs\32k\G_36000.pth +2023-02-05 08:31:25,103 32k INFO Saving model and optimizer state at iteration 1441 to ./logs\32k\D_36000.pth +2023-02-05 08:31:51,518 32k INFO ====> Epoch: 1441 +2023-02-05 08:32:19,002 32k INFO ====> Epoch: 1442 +2023-02-05 08:32:45,892 32k INFO ====> Epoch: 1443 +2023-02-05 08:33:12,945 32k INFO ====> Epoch: 1444 +2023-02-05 08:33:39,819 32k INFO ====> Epoch: 1445 +2023-02-05 08:34:06,744 32k INFO ====> Epoch: 1446 +2023-02-05 08:34:33,805 32k INFO ====> Epoch: 1447 +2023-02-05 08:35:00,889 32k INFO ====> Epoch: 1448 +2023-02-05 08:35:05,045 32k INFO Train Epoch: 1449 [0%] +2023-02-05 08:35:05,045 32k INFO [2.1586265563964844, 2.5006978511810303, 12.79400634765625, 11.558561325073242, 0.92732834815979, 36200, 8.340087836741478e-05] +2023-02-05 08:35:28,104 32k INFO ====> Epoch: 1449 +2023-02-05 08:35:55,023 32k INFO ====> Epoch: 1450 +2023-02-05 08:36:22,034 32k INFO ====> Epoch: 1451 +2023-02-05 08:36:48,880 32k INFO ====> Epoch: 1452 +2023-02-05 08:37:15,728 32k INFO ====> Epoch: 1453 +2023-02-05 08:37:42,607 32k INFO ====> Epoch: 1454 +2023-02-05 08:38:09,419 32k INFO ====> Epoch: 1455 +2023-02-05 08:38:36,223 32k INFO ====> Epoch: 1456 +2023-02-05 08:38:40,287 32k INFO Train Epoch: 1457 [0%] +2023-02-05 08:38:40,288 32k INFO [2.1653268337249756, 2.6816954612731934, 12.575091361999512, 12.772378921508789, 0.5325419902801514, 36400, 8.331751396781109e-05] +2023-02-05 08:39:03,481 32k INFO ====> Epoch: 1457 +2023-02-05 08:39:30,580 32k INFO ====> Epoch: 1458 +2023-02-05 08:39:57,651 32k INFO ====> Epoch: 1459 +2023-02-05 08:40:24,529 32k INFO ====> Epoch: 1460 +2023-02-05 08:40:51,442 32k INFO ====> Epoch: 1461 +2023-02-05 08:41:18,225 32k INFO ====> Epoch: 1462 +2023-02-05 08:41:45,025 32k INFO ====> Epoch: 1463 +2023-02-05 08:42:11,908 32k INFO ====> Epoch: 1464 +2023-02-05 08:42:16,030 32k INFO Train Epoch: 1465 [0%] +2023-02-05 08:42:16,030 32k INFO [2.1971001625061035, 2.6835434436798096, 12.752287864685059, 12.58881664276123, 0.5068433284759521, 36600, 8.323423289614418e-05] +2023-02-05 08:42:39,125 32k INFO ====> Epoch: 1465 +2023-02-05 08:43:05,941 32k INFO ====> Epoch: 1466 +2023-02-05 08:43:32,805 32k INFO ====> Epoch: 1467 +2023-02-05 08:43:59,727 32k INFO ====> Epoch: 1468 +2023-02-05 08:44:26,826 32k INFO ====> Epoch: 1469 +2023-02-05 08:44:53,882 32k INFO ====> Epoch: 1470 +2023-02-05 08:45:20,880 32k INFO ====> Epoch: 1471 +2023-02-05 08:45:47,804 32k INFO ====> Epoch: 1472 +2023-02-05 08:45:51,865 32k INFO Train Epoch: 1473 [0%] +2023-02-05 08:45:51,865 32k INFO [2.0019383430480957, 3.055948495864868, 13.99100112915039, 13.037723541259766, 0.5414959192276001, 36800, 8.315103506912256e-05] +2023-02-05 08:46:14,902 32k INFO ====> Epoch: 1473 +2023-02-05 08:46:41,932 32k INFO ====> Epoch: 1474 +2023-02-05 08:47:08,751 32k INFO ====> Epoch: 1475 +2023-02-05 08:47:35,714 32k INFO ====> Epoch: 1476 +2023-02-05 08:48:02,566 32k INFO ====> Epoch: 1477 +2023-02-05 08:48:29,411 32k INFO ====> Epoch: 1478 +2023-02-05 08:48:56,244 32k INFO ====> Epoch: 1479 +2023-02-05 08:49:23,186 32k INFO ====> Epoch: 1480 +2023-02-05 08:49:27,298 32k INFO Train Epoch: 1481 [0%] +2023-02-05 08:49:27,299 32k INFO [2.2253246307373047, 2.4600417613983154, 11.85883903503418, 10.235979080200195, 0.6345793604850769, 37000, 8.306792040353804e-05] +2023-02-05 08:49:31,284 32k INFO Saving model and optimizer state at iteration 1481 to ./logs\32k\G_37000.pth +2023-02-05 08:49:48,834 32k INFO Saving model and optimizer state at iteration 1481 to ./logs\32k\D_37000.pth +2023-02-05 08:50:15,334 32k INFO ====> Epoch: 1481 +2023-02-05 08:50:42,919 32k INFO ====> Epoch: 1482 +2023-02-05 08:51:09,847 32k INFO ====> Epoch: 1483 +2023-02-05 08:51:36,822 32k INFO ====> Epoch: 1484 +2023-02-05 08:52:03,718 32k INFO ====> Epoch: 1485 +2023-02-05 08:52:30,664 32k INFO ====> Epoch: 1486 +2023-02-05 08:52:57,500 32k INFO ====> Epoch: 1487 +2023-02-05 08:53:24,352 32k INFO ====> Epoch: 1488 +2023-02-05 08:53:28,441 32k INFO Train Epoch: 1489 [0%] +2023-02-05 08:53:28,442 32k INFO [2.1598331928253174, 2.788956642150879, 13.398565292358398, 13.56700325012207, 0.7334781885147095, 37200, 8.29848888162655e-05] +2023-02-05 08:53:51,549 32k INFO ====> Epoch: 1489 +2023-02-05 08:54:18,662 32k INFO ====> Epoch: 1490 +2023-02-05 08:54:45,861 32k INFO ====> Epoch: 1491 +2023-02-05 08:55:12,890 32k INFO ====> Epoch: 1492 +2023-02-05 08:55:39,834 32k INFO ====> Epoch: 1493 +2023-02-05 08:56:07,226 32k INFO ====> Epoch: 1494 +2023-02-05 08:56:37,879 32k INFO ====> Epoch: 1495 +2023-02-05 08:57:11,773 32k INFO ====> Epoch: 1496 +2023-02-05 08:57:19,952 32k INFO Train Epoch: 1497 [0%] +2023-02-05 08:57:19,952 32k INFO [1.9679722785949707, 2.737835645675659, 14.910823822021484, 13.486322402954102, 0.15566478669643402, 37400, 8.290194022426301e-05] +2023-02-05 08:57:43,336 32k INFO ====> Epoch: 1497 +2023-02-05 08:58:12,909 32k INFO ====> Epoch: 1498 +2023-02-05 08:58:43,363 32k INFO ====> Epoch: 1499 +2023-02-05 08:59:16,637 32k INFO ====> Epoch: 1500 +2023-02-05 08:59:47,134 32k INFO ====> Epoch: 1501 +2023-02-05 09:00:14,805 32k INFO ====> Epoch: 1502 +2023-02-05 09:00:43,361 32k INFO ====> Epoch: 1503 +2023-02-05 09:01:15,531 32k INFO ====> Epoch: 1504 +2023-02-05 09:01:22,141 32k INFO Train Epoch: 1505 [0%] +2023-02-05 09:01:22,143 32k INFO [2.1257197856903076, 2.8036115169525146, 12.857101440429688, 12.883423805236816, 0.766516923904419, 37600, 8.281907454457157e-05] +2023-02-05 09:01:45,476 32k INFO ====> Epoch: 1505 +2023-02-05 09:02:14,079 32k INFO ====> Epoch: 1506 +2023-02-05 09:02:40,994 32k INFO ====> Epoch: 1507 +2023-02-05 09:03:07,926 32k INFO ====> Epoch: 1508 +2023-02-05 09:03:34,801 32k INFO ====> Epoch: 1509 +2023-02-05 09:04:01,623 32k INFO ====> Epoch: 1510 +2023-02-05 09:04:28,525 32k INFO ====> Epoch: 1511 +2023-02-05 09:04:55,504 32k INFO ====> Epoch: 1512 +2023-02-05 09:04:59,630 32k INFO Train Epoch: 1513 [0%] +2023-02-05 09:04:59,630 32k INFO [2.2575345039367676, 2.992987871170044, 13.07600212097168, 11.888459205627441, 0.6199906468391418, 37800, 8.273629169431515e-05] +2023-02-05 09:05:22,630 32k INFO ====> Epoch: 1513 +2023-02-05 09:05:49,527 32k INFO ====> Epoch: 1514 +2023-02-05 09:06:16,471 32k INFO ====> Epoch: 1515 +2023-02-05 09:06:43,343 32k INFO ====> Epoch: 1516 +2023-02-05 09:07:10,148 32k INFO ====> Epoch: 1517 +2023-02-05 09:07:36,938 32k INFO ====> Epoch: 1518 +2023-02-05 09:08:03,723 32k INFO ====> Epoch: 1519 +2023-02-05 09:08:30,562 32k INFO ====> Epoch: 1520 +2023-02-05 09:08:34,658 32k INFO Train Epoch: 1521 [0%] +2023-02-05 09:08:34,659 32k INFO [2.2806882858276367, 2.8004441261291504, 12.25733757019043, 11.07046127319336, 0.5393387675285339, 38000, 8.265359159070055e-05] +2023-02-05 09:08:38,618 32k INFO Saving model and optimizer state at iteration 1521 to ./logs\32k\G_38000.pth +2023-02-05 09:08:55,183 32k INFO Saving model and optimizer state at iteration 1521 to ./logs\32k\D_38000.pth +2023-02-05 09:09:22,392 32k INFO ====> Epoch: 1521 +2023-02-05 09:09:49,997 32k INFO ====> Epoch: 1522 +2023-02-05 09:10:17,138 32k INFO ====> Epoch: 1523 +2023-02-05 09:10:44,112 32k INFO ====> Epoch: 1524 +2023-02-05 09:11:11,084 32k INFO ====> Epoch: 1525 +2023-02-05 09:11:38,053 32k INFO ====> Epoch: 1526 +2023-02-05 09:12:05,048 32k INFO ====> Epoch: 1527 +2023-02-05 09:12:32,178 32k INFO ====> Epoch: 1528 +2023-02-05 09:12:36,310 32k INFO Train Epoch: 1529 [0%] +2023-02-05 09:12:36,310 32k INFO [2.0776429176330566, 2.9326012134552, 10.891145706176758, 9.671714782714844, 0.9817212224006653, 38200, 8.257097415101732e-05] +2023-02-05 09:12:59,440 32k INFO ====> Epoch: 1529 +2023-02-05 09:13:26,413 32k INFO ====> Epoch: 1530 +2023-02-05 09:13:53,475 32k INFO ====> Epoch: 1531 +2023-02-05 09:14:20,498 32k INFO ====> Epoch: 1532 +2023-02-05 09:14:47,697 32k INFO ====> Epoch: 1533 +2023-02-05 09:15:14,684 32k INFO ====> Epoch: 1534 +2023-02-05 09:15:41,638 32k INFO ====> Epoch: 1535 +2023-02-05 09:16:08,483 32k INFO ====> Epoch: 1536 +2023-02-05 09:16:12,684 32k INFO Train Epoch: 1537 [0%] +2023-02-05 09:16:12,684 32k INFO [2.065145492553711, 2.571861743927002, 11.426905632019043, 12.425907135009766, 0.7396056652069092, 38400, 8.248843929263767e-05] +2023-02-05 09:16:35,728 32k INFO ====> Epoch: 1537 +2023-02-05 09:17:02,891 32k INFO ====> Epoch: 1538 +2023-02-05 09:17:29,848 32k INFO ====> Epoch: 1539 +2023-02-05 09:17:56,996 32k INFO ====> Epoch: 1540 +2023-02-05 09:18:23,877 32k INFO ====> Epoch: 1541 +2023-02-05 09:18:50,774 32k INFO ====> Epoch: 1542 +2023-02-05 09:19:17,735 32k INFO ====> Epoch: 1543 +2023-02-05 09:19:44,798 32k INFO ====> Epoch: 1544 +2023-02-05 09:19:49,006 32k INFO Train Epoch: 1545 [0%] +2023-02-05 09:19:49,007 32k INFO [2.185842990875244, 2.8135008811950684, 11.484933853149414, 10.260276794433594, 0.387224406003952, 38600, 8.240598693301641e-05] +2023-02-05 09:20:12,106 32k INFO ====> Epoch: 1545 +2023-02-05 09:20:38,947 32k INFO ====> Epoch: 1546 +2023-02-05 09:21:05,844 32k INFO ====> Epoch: 1547 +2023-02-05 09:21:32,704 32k INFO ====> Epoch: 1548 +2023-02-05 09:21:59,608 32k INFO ====> Epoch: 1549 +2023-02-05 09:22:26,547 32k INFO ====> Epoch: 1550 +2023-02-05 09:22:53,407 32k INFO ====> Epoch: 1551 +2023-02-05 09:23:20,236 32k INFO ====> Epoch: 1552 +2023-02-05 09:23:24,331 32k INFO Train Epoch: 1553 [0%] +2023-02-05 09:23:24,332 32k INFO [2.192770004272461, 2.621825695037842, 13.259374618530273, 12.778759956359863, 0.9210556745529175, 38800, 8.232361698969088e-05] +2023-02-05 09:23:47,468 32k INFO ====> Epoch: 1553 +2023-02-05 09:24:14,439 32k INFO ====> Epoch: 1554 +2023-02-05 09:24:41,467 32k INFO ====> Epoch: 1555 +2023-02-05 09:25:08,525 32k INFO ====> Epoch: 1556 +2023-02-05 09:25:35,415 32k INFO ====> Epoch: 1557 +2023-02-05 09:26:02,285 32k INFO ====> Epoch: 1558 +2023-02-05 09:26:29,106 32k INFO ====> Epoch: 1559 +2023-02-05 09:26:56,038 32k INFO ====> Epoch: 1560 +2023-02-05 09:27:00,154 32k INFO Train Epoch: 1561 [0%] +2023-02-05 09:27:00,154 32k INFO [2.2108585834503174, 2.5229556560516357, 10.944307327270508, 11.869935035705566, 0.898382842540741, 39000, 8.224132938028086e-05] +2023-02-05 09:27:04,036 32k INFO Saving model and optimizer state at iteration 1561 to ./logs\32k\G_39000.pth +2023-02-05 09:27:20,618 32k INFO Saving model and optimizer state at iteration 1561 to ./logs\32k\D_39000.pth +2023-02-05 09:27:46,973 32k INFO ====> Epoch: 1561 +2023-02-05 09:28:14,631 32k INFO ====> Epoch: 1562 +2023-02-05 09:28:41,495 32k INFO ====> Epoch: 1563 +2023-02-05 09:29:08,354 32k INFO ====> Epoch: 1564 +2023-02-05 09:29:35,571 32k INFO ====> Epoch: 1565 +2023-02-05 09:30:02,709 32k INFO ====> Epoch: 1566 +2023-02-05 09:30:29,599 32k INFO ====> Epoch: 1567 +2023-02-05 09:30:56,636 32k INFO ====> Epoch: 1568 +2023-02-05 09:31:00,804 32k INFO Train Epoch: 1569 [0%] +2023-02-05 09:31:00,804 32k INFO [2.1409804821014404, 2.7927277088165283, 13.337952613830566, 11.469154357910156, 0.3445990979671478, 39200, 8.215912402248842e-05] +2023-02-05 09:31:23,962 32k INFO ====> Epoch: 1569 +2023-02-05 09:31:50,863 32k INFO ====> Epoch: 1570 +2023-02-05 09:32:17,762 32k INFO ====> Epoch: 1571 +2023-02-05 09:32:44,668 32k INFO ====> Epoch: 1572 +2023-02-05 09:33:11,621 32k INFO ====> Epoch: 1573 +2023-02-05 09:33:38,562 32k INFO ====> Epoch: 1574 +2023-02-05 09:34:05,484 32k INFO ====> Epoch: 1575 +2023-02-05 09:34:32,554 32k INFO ====> Epoch: 1576 +2023-02-05 09:34:36,869 32k INFO Train Epoch: 1577 [0%] +2023-02-05 09:34:36,869 32k INFO [2.142667770385742, 2.914480686187744, 13.245866775512695, 11.876335144042969, 0.9681636095046997, 39400, 8.20770008340979e-05] +2023-02-05 09:35:00,043 32k INFO ====> Epoch: 1577 +2023-02-05 09:35:27,072 32k INFO ====> Epoch: 1578 +2023-02-05 09:35:54,005 32k INFO ====> Epoch: 1579 +2023-02-05 09:36:20,872 32k INFO ====> Epoch: 1580 +2023-02-05 09:36:47,705 32k INFO ====> Epoch: 1581 +2023-02-05 09:37:14,559 32k INFO ====> Epoch: 1582 +2023-02-05 09:37:41,408 32k INFO ====> Epoch: 1583 +2023-02-05 09:38:08,273 32k INFO ====> Epoch: 1584 +2023-02-05 09:38:12,324 32k INFO Train Epoch: 1585 [0%] +2023-02-05 09:38:12,325 32k INFO [2.1435298919677734, 2.4227938652038574, 12.705692291259766, 10.369854927062988, 0.9940600991249084, 39600, 8.199495973297586e-05] +2023-02-05 09:38:35,392 32k INFO ====> Epoch: 1585 +2023-02-05 09:39:02,314 32k INFO ====> Epoch: 1586 +2023-02-05 09:39:29,450 32k INFO ====> Epoch: 1587 +2023-02-05 09:39:56,533 32k INFO ====> Epoch: 1588 +2023-02-05 09:40:23,458 32k INFO ====> Epoch: 1589 +2023-02-05 09:40:50,405 32k INFO ====> Epoch: 1590 +2023-02-05 09:41:17,282 32k INFO ====> Epoch: 1591 +2023-02-05 09:41:44,134 32k INFO ====> Epoch: 1592 +2023-02-05 09:41:48,186 32k INFO Train Epoch: 1593 [0%] +2023-02-05 09:41:48,187 32k INFO [2.064786672592163, 3.261514663696289, 12.445268630981445, 11.446244239807129, 0.6463778018951416, 39800, 8.191300063707096e-05] +2023-02-05 09:42:11,243 32k INFO ====> Epoch: 1593 +2023-02-05 09:42:38,130 32k INFO ====> Epoch: 1594 +2023-02-05 09:43:05,012 32k INFO ====> Epoch: 1595 +2023-02-05 09:43:31,876 32k INFO ====> Epoch: 1596 +2023-02-05 09:43:58,712 32k INFO ====> Epoch: 1597 +2023-02-05 09:44:25,663 32k INFO ====> Epoch: 1598 +2023-02-05 09:44:52,706 32k INFO ====> Epoch: 1599 +2023-02-05 09:45:19,658 32k INFO ====> Epoch: 1600 +2023-02-05 09:45:23,776 32k INFO Train Epoch: 1601 [0%] +2023-02-05 09:45:23,777 32k INFO [2.0631370544433594, 2.7471513748168945, 14.959811210632324, 12.512077331542969, 0.31664347648620605, 40000, 8.183112346441379e-05] +2023-02-05 09:45:27,649 32k INFO Saving model and optimizer state at iteration 1601 to ./logs\32k\G_40000.pth +2023-02-05 09:45:40,981 32k INFO Saving model and optimizer state at iteration 1601 to ./logs\32k\D_40000.pth +2023-02-05 09:46:07,369 32k INFO ====> Epoch: 1601 +2023-02-05 09:46:34,937 32k INFO ====> Epoch: 1602 +2023-02-05 09:47:01,785 32k INFO ====> Epoch: 1603 +2023-02-05 09:47:28,657 32k INFO ====> Epoch: 1604 +2023-02-05 09:47:55,653 32k INFO ====> Epoch: 1605 +2023-02-05 09:48:22,578 32k INFO ====> Epoch: 1606 +2023-02-05 09:48:49,462 32k INFO ====> Epoch: 1607 +2023-02-05 09:49:16,409 32k INFO ====> Epoch: 1608 +2023-02-05 09:49:20,550 32k INFO Train Epoch: 1609 [0%] +2023-02-05 09:49:20,551 32k INFO [2.0798697471618652, 2.7637007236480713, 13.105207443237305, 12.829925537109375, 0.6409828066825867, 40200, 8.1749328133117e-05] +2023-02-05 09:49:43,692 32k INFO ====> Epoch: 1609 +2023-02-05 09:50:10,804 32k INFO ====> Epoch: 1610 +2023-02-05 09:50:37,778 32k INFO ====> Epoch: 1611 +2023-02-05 09:51:04,662 32k INFO ====> Epoch: 1612 +2023-02-05 09:51:31,489 32k INFO ====> Epoch: 1613 +2023-02-05 09:51:58,469 32k INFO ====> Epoch: 1614 +2023-02-05 09:52:25,271 32k INFO ====> Epoch: 1615 +2023-02-05 09:52:52,210 32k INFO ====> Epoch: 1616 +2023-02-05 09:52:56,281 32k INFO Train Epoch: 1617 [0%] +2023-02-05 09:52:56,281 32k INFO [2.0698251724243164, 2.748782157897949, 11.58565616607666, 12.030838012695312, 0.5318778157234192, 40400, 8.166761456137499e-05] +2023-02-05 09:53:19,306 32k INFO ====> Epoch: 1617 +2023-02-05 09:53:46,118 32k INFO ====> Epoch: 1618 +2023-02-05 09:54:13,055 32k INFO ====> Epoch: 1619 +2023-02-05 09:54:40,178 32k INFO ====> Epoch: 1620 +2023-02-05 09:55:07,310 32k INFO ====> Epoch: 1621 +2023-02-05 09:55:34,138 32k INFO ====> Epoch: 1622 +2023-02-05 09:56:00,983 32k INFO ====> Epoch: 1623 +2023-02-05 09:56:27,977 32k INFO ====> Epoch: 1624 +2023-02-05 09:56:32,022 32k INFO Train Epoch: 1625 [0%] +2023-02-05 09:56:32,022 32k INFO [2.0862302780151367, 2.853470802307129, 12.234896659851074, 10.147719383239746, 0.39076200127601624, 40600, 8.158598266746396e-05] +2023-02-05 09:56:55,171 32k INFO ====> Epoch: 1625 +2023-02-05 09:57:22,082 32k INFO ====> Epoch: 1626 +2023-02-05 09:57:48,953 32k INFO ====> Epoch: 1627 +2023-02-05 09:58:15,904 32k INFO ====> Epoch: 1628 +2023-02-05 09:58:42,967 32k INFO ====> Epoch: 1629 +2023-02-05 09:59:09,809 32k INFO ====> Epoch: 1630 +2023-02-05 09:59:36,906 32k INFO ====> Epoch: 1631 +2023-02-05 10:00:03,932 32k INFO ====> Epoch: 1632 +2023-02-05 10:00:08,099 32k INFO Train Epoch: 1633 [0%] +2023-02-05 10:00:08,099 32k INFO [2.4235999584198, 2.2463901042938232, 9.961182594299316, 9.684329986572266, 0.9386293888092041, 40800, 8.15044323697418e-05] +2023-02-05 10:00:31,147 32k INFO ====> Epoch: 1633 +2023-02-05 10:00:58,086 32k INFO ====> Epoch: 1634 +2023-02-05 10:01:24,968 32k INFO ====> Epoch: 1635 +2023-02-05 10:01:51,832 32k INFO ====> Epoch: 1636 +2023-02-05 10:02:18,678 32k INFO ====> Epoch: 1637 +2023-02-05 10:02:45,636 32k INFO ====> Epoch: 1638 +2023-02-05 10:03:12,587 32k INFO ====> Epoch: 1639 +2023-02-05 10:03:39,616 32k INFO ====> Epoch: 1640 +2023-02-05 10:03:43,818 32k INFO Train Epoch: 1641 [0%] +2023-02-05 10:03:43,819 32k INFO [2.2563316822052, 2.287099838256836, 13.452762603759766, 11.248674392700195, 0.333010196685791, 41000, 8.142296358664805e-05] +2023-02-05 10:03:47,679 32k INFO Saving model and optimizer state at iteration 1641 to ./logs\32k\G_41000.pth +2023-02-05 10:04:03,416 32k INFO Saving model and optimizer state at iteration 1641 to ./logs\32k\D_41000.pth +2023-02-05 10:04:29,884 32k INFO ====> Epoch: 1641 +2023-02-05 10:04:57,599 32k INFO ====> Epoch: 1642 +2023-02-05 10:05:24,527 32k INFO ====> Epoch: 1643 +2023-02-05 10:05:51,408 32k INFO ====> Epoch: 1644 +2023-02-05 10:06:18,306 32k INFO ====> Epoch: 1645 +2023-02-05 10:06:45,230 32k INFO ====> Epoch: 1646 +2023-02-05 10:07:12,100 32k INFO ====> Epoch: 1647 +2023-02-05 10:07:38,955 32k INFO ====> Epoch: 1648 +2023-02-05 10:07:43,071 32k INFO Train Epoch: 1649 [0%] +2023-02-05 10:07:43,071 32k INFO [1.9830844402313232, 2.9199204444885254, 12.890275001525879, 10.291430473327637, 0.7676163911819458, 41200, 8.13415762367037e-05] +2023-02-05 10:08:06,048 32k INFO ====> Epoch: 1649 +2023-02-05 10:08:32,943 32k INFO ====> Epoch: 1650 +2023-02-05 10:08:59,838 32k INFO ====> Epoch: 1651 +2023-02-05 10:09:27,127 32k INFO ====> Epoch: 1652 +2023-02-05 10:09:54,184 32k INFO ====> Epoch: 1653 +2023-02-05 10:10:21,124 32k INFO ====> Epoch: 1654 +2023-02-05 10:10:48,128 32k INFO ====> Epoch: 1655 +2023-02-05 10:11:15,160 32k INFO ====> Epoch: 1656 +2023-02-05 10:11:19,321 32k INFO Train Epoch: 1657 [0%] +2023-02-05 10:11:19,322 32k INFO [2.4064559936523438, 2.3733530044555664, 11.63515853881836, 9.368197441101074, 0.3619705140590668, 41400, 8.126027023851123e-05] +2023-02-05 10:11:42,476 32k INFO ====> Epoch: 1657 +2023-02-05 10:12:09,540 32k INFO ====> Epoch: 1658 +2023-02-05 10:12:36,627 32k INFO ====> Epoch: 1659 +2023-02-05 10:13:03,688 32k INFO ====> Epoch: 1660 +2023-02-05 10:13:30,818 32k INFO ====> Epoch: 1661 +2023-02-05 10:13:57,954 32k INFO ====> Epoch: 1662 +2023-02-05 10:14:24,972 32k INFO ====> Epoch: 1663 +2023-02-05 10:14:51,980 32k INFO ====> Epoch: 1664 +2023-02-05 10:14:56,101 32k INFO Train Epoch: 1665 [0%] +2023-02-05 10:14:56,102 32k INFO [2.209733486175537, 2.802457094192505, 9.499859809875488, 9.84213638305664, 0.6121885776519775, 41600, 8.117904551075448e-05] +2023-02-05 10:15:19,163 32k INFO ====> Epoch: 1665 +2023-02-05 10:15:46,147 32k INFO ====> Epoch: 1666 +2023-02-05 10:16:13,174 32k INFO ====> Epoch: 1667 +2023-02-05 10:16:40,175 32k INFO ====> Epoch: 1668 +2023-02-05 10:17:07,021 32k INFO ====> Epoch: 1669 +2023-02-05 10:17:33,968 32k INFO ====> Epoch: 1670 +2023-02-05 10:18:01,073 32k INFO ====> Epoch: 1671 +2023-02-05 10:18:28,047 32k INFO ====> Epoch: 1672 +2023-02-05 10:18:32,129 32k INFO Train Epoch: 1673 [0%] +2023-02-05 10:18:32,129 32k INFO [2.201483726501465, 2.517416477203369, 10.450291633605957, 8.836050987243652, 0.6955173015594482, 41800, 8.109790197219855e-05] +2023-02-05 10:18:55,153 32k INFO ====> Epoch: 1673 +2023-02-05 10:19:22,119 32k INFO ====> Epoch: 1674 +2023-02-05 10:19:49,141 32k INFO ====> Epoch: 1675 +2023-02-05 10:20:16,069 32k INFO ====> Epoch: 1676 +2023-02-05 10:20:42,984 32k INFO ====> Epoch: 1677 +2023-02-05 10:21:09,870 32k INFO ====> Epoch: 1678 +2023-02-05 10:21:36,784 32k INFO ====> Epoch: 1679 +2023-02-05 10:22:03,667 32k INFO ====> Epoch: 1680 +2023-02-05 10:22:07,736 32k INFO Train Epoch: 1681 [0%] +2023-02-05 10:22:07,736 32k INFO [2.098054885864258, 2.5914525985717773, 12.03547477722168, 11.071200370788574, 0.6981388330459595, 42000, 8.101683954168975e-05] +2023-02-05 10:22:11,712 32k INFO Saving model and optimizer state at iteration 1681 to ./logs\32k\G_42000.pth +2023-02-05 10:22:28,990 32k INFO Saving model and optimizer state at iteration 1681 to ./logs\32k\D_42000.pth +2023-02-05 10:22:55,592 32k INFO ====> Epoch: 1681 +2023-02-05 10:23:23,230 32k INFO ====> Epoch: 1682 +2023-02-05 10:23:50,076 32k INFO ====> Epoch: 1683 +2023-02-05 10:24:17,061 32k INFO ====> Epoch: 1684 +2023-02-05 10:24:44,057 32k INFO ====> Epoch: 1685 +2023-02-05 10:25:11,073 32k INFO ====> Epoch: 1686 +2023-02-05 10:25:38,076 32k INFO ====> Epoch: 1687 +2023-02-05 10:26:05,170 32k INFO ====> Epoch: 1688 +2023-02-05 10:26:09,337 32k INFO Train Epoch: 1689 [0%] +2023-02-05 10:26:09,338 32k INFO [2.1778311729431152, 2.7414543628692627, 12.718496322631836, 12.340819358825684, 0.7763836979866028, 42200, 8.09358581381555e-05] +2023-02-05 10:26:32,490 32k INFO ====> Epoch: 1689 +2023-02-05 10:26:59,576 32k INFO ====> Epoch: 1690 +2023-02-05 10:27:26,741 32k INFO ====> Epoch: 1691 +2023-02-05 10:27:53,815 32k INFO ====> Epoch: 1692 +2023-02-05 10:28:20,893 32k INFO ====> Epoch: 1693 +2023-02-05 10:28:48,011 32k INFO ====> Epoch: 1694 +2023-02-05 10:29:15,109 32k INFO ====> Epoch: 1695 +2023-02-05 10:29:42,344 32k INFO ====> Epoch: 1696 +2023-02-05 10:29:46,482 32k INFO Train Epoch: 1697 [0%] +2023-02-05 10:29:46,482 32k INFO [2.2518534660339355, 2.5565037727355957, 12.789281845092773, 10.911455154418945, 0.7231982350349426, 42400, 8.085495768060427e-05] +2023-02-05 10:30:09,642 32k INFO ====> Epoch: 1697 +2023-02-05 10:30:36,601 32k INFO ====> Epoch: 1698 +2023-02-05 10:31:03,511 32k INFO ====> Epoch: 1699 +2023-02-05 10:31:30,477 32k INFO ====> Epoch: 1700 +2023-02-05 10:31:57,331 32k INFO ====> Epoch: 1701 +2023-02-05 10:32:24,155 32k INFO ====> Epoch: 1702 +2023-02-05 10:32:51,044 32k INFO ====> Epoch: 1703 +2023-02-05 10:33:17,974 32k INFO ====> Epoch: 1704 +2023-02-05 10:33:22,046 32k INFO Train Epoch: 1705 [0%] +2023-02-05 10:33:22,046 32k INFO [2.085206985473633, 2.868300437927246, 11.059696197509766, 9.52069091796875, 0.37025484442710876, 42600, 8.077413808812551e-05] +2023-02-05 10:33:45,113 32k INFO ====> Epoch: 1705 +2023-02-05 10:34:12,097 32k INFO ====> Epoch: 1706 +2023-02-05 10:34:39,137 32k INFO ====> Epoch: 1707 +2023-02-05 10:35:06,245 32k INFO ====> Epoch: 1708 +2023-02-05 10:35:33,068 32k INFO ====> Epoch: 1709 +2023-02-05 10:36:00,047 32k INFO ====> Epoch: 1710 +2023-02-05 10:36:26,929 32k INFO ====> Epoch: 1711 +2023-02-05 10:36:53,862 32k INFO ====> Epoch: 1712 +2023-02-05 10:36:57,967 32k INFO Train Epoch: 1713 [0%] +2023-02-05 10:36:57,968 32k INFO [2.2262110710144043, 2.3717992305755615, 14.724271774291992, 13.180255889892578, 0.7529764175415039, 42800, 8.06933992798895e-05] +2023-02-05 10:37:21,041 32k INFO ====> Epoch: 1713 +2023-02-05 10:37:47,922 32k INFO ====> Epoch: 1714 +2023-02-05 10:38:14,836 32k INFO ====> Epoch: 1715 +2023-02-05 10:38:41,817 32k INFO ====> Epoch: 1716 +2023-02-05 10:39:08,713 32k INFO ====> Epoch: 1717 +2023-02-05 10:39:35,913 32k INFO ====> Epoch: 1718 +2023-02-05 10:40:03,174 32k INFO ====> Epoch: 1719 +2023-02-05 10:40:30,205 32k INFO ====> Epoch: 1720 +2023-02-05 10:40:34,333 32k INFO Train Epoch: 1721 [0%] +2023-02-05 10:40:34,334 32k INFO [2.177499294281006, 2.4960813522338867, 12.594225883483887, 10.30426025390625, 0.5698177218437195, 43000, 8.061274117514732e-05] +2023-02-05 10:40:38,216 32k INFO Saving model and optimizer state at iteration 1721 to ./logs\32k\G_43000.pth +2023-02-05 10:40:53,865 32k INFO Saving model and optimizer state at iteration 1721 to ./logs\32k\D_43000.pth +2023-02-05 10:41:20,488 32k INFO ====> Epoch: 1721 +2023-02-05 10:41:48,007 32k INFO ====> Epoch: 1722 +2023-02-05 10:42:14,854 32k INFO ====> Epoch: 1723 +2023-02-05 10:42:41,868 32k INFO ====> Epoch: 1724 +2023-02-05 10:43:08,819 32k INFO ====> Epoch: 1725 +2023-02-05 10:43:35,836 32k INFO ====> Epoch: 1726 +2023-02-05 10:44:02,823 32k INFO ====> Epoch: 1727 +2023-02-05 10:44:30,071 32k INFO ====> Epoch: 1728 +2023-02-05 10:44:34,424 32k INFO Train Epoch: 1729 [0%] +2023-02-05 10:44:34,424 32k INFO [2.255776882171631, 2.3383166790008545, 12.697742462158203, 11.642364501953125, 0.4977910816669464, 43200, 8.053216369323078e-05] +2023-02-05 10:44:57,645 32k INFO ====> Epoch: 1729 +2023-02-05 10:45:24,597 32k INFO ====> Epoch: 1730 +2023-02-05 10:45:51,813 32k INFO ====> Epoch: 1731 +2023-02-05 10:46:19,791 32k INFO ====> Epoch: 1732 +2023-02-05 10:46:49,955 32k INFO ====> Epoch: 1733 +2023-02-05 10:47:19,238 32k INFO ====> Epoch: 1734 +2023-02-05 10:47:49,394 32k INFO ====> Epoch: 1735 +2023-02-05 10:48:16,551 32k INFO ====> Epoch: 1736 +2023-02-05 10:48:23,553 32k INFO Train Epoch: 1737 [0%] +2023-02-05 10:48:23,553 32k INFO [2.203080177307129, 2.8754448890686035, 12.060975074768066, 12.434538841247559, 0.9835131168365479, 43400, 8.045166675355232e-05] +2023-02-05 10:48:46,827 32k INFO ====> Epoch: 1737 +2023-02-05 10:49:20,522 32k INFO ====> Epoch: 1738 +2023-02-05 10:49:50,725 32k INFO ====> Epoch: 1739 +2023-02-05 10:50:24,770 32k INFO ====> Epoch: 1740 +2023-02-05 10:50:52,705 32k INFO ====> Epoch: 1741 +2023-02-05 10:51:22,668 32k INFO ====> Epoch: 1742 +2023-02-05 10:51:50,136 32k INFO ====> Epoch: 1743 +2023-02-05 10:52:21,136 32k INFO ====> Epoch: 1744 +2023-02-05 10:52:25,369 32k INFO Train Epoch: 1745 [0%] +2023-02-05 10:52:25,370 32k INFO [2.23722767829895, 3.2900657653808594, 12.751367568969727, 11.08541488647461, 0.3236045241355896, 43600, 8.037125027560492e-05] +2023-02-05 10:52:48,451 32k INFO ====> Epoch: 1745 +2023-02-05 10:53:15,361 32k INFO ====> Epoch: 1746 +2023-02-05 10:53:42,243 32k INFO ====> Epoch: 1747 +2023-02-05 10:54:09,092 32k INFO ====> Epoch: 1748 +2023-02-05 10:54:36,073 32k INFO ====> Epoch: 1749 +2023-02-05 10:55:03,053 32k INFO ====> Epoch: 1750 +2023-02-05 10:55:29,944 32k INFO ====> Epoch: 1751 +2023-02-05 10:55:56,843 32k INFO ====> Epoch: 1752 +2023-02-05 10:56:00,959 32k INFO Train Epoch: 1753 [0%] +2023-02-05 10:56:00,960 32k INFO [2.307485342025757, 2.5523853302001953, 14.157894134521484, 11.958911895751953, 0.5960025787353516, 43800, 8.029091417896206e-05] +2023-02-05 10:56:24,002 32k INFO ====> Epoch: 1753 +2023-02-05 10:56:50,895 32k INFO ====> Epoch: 1754 +2023-02-05 10:57:17,923 32k INFO ====> Epoch: 1755 +2023-02-05 10:57:44,908 32k INFO ====> Epoch: 1756 +2023-02-05 10:58:11,811 32k INFO ====> Epoch: 1757 +2023-02-05 10:58:38,679 32k INFO ====> Epoch: 1758 +2023-02-05 10:59:05,695 32k INFO ====> Epoch: 1759 +2023-02-05 10:59:32,731 32k INFO ====> Epoch: 1760 +2023-02-05 10:59:36,868 32k INFO Train Epoch: 1761 [0%] +2023-02-05 10:59:36,869 32k INFO [2.08390474319458, 2.7837884426116943, 11.06080150604248, 8.807733535766602, 0.7815868854522705, 44000, 8.021065838327758e-05] +2023-02-05 10:59:40,813 32k INFO Saving model and optimizer state at iteration 1761 to ./logs\32k\G_44000.pth +2023-02-05 10:59:57,313 32k INFO Saving model and optimizer state at iteration 1761 to ./logs\32k\D_44000.pth +2023-02-05 11:00:23,664 32k INFO ====> Epoch: 1761 +2023-02-05 11:00:51,228 32k INFO ====> Epoch: 1762 +2023-02-05 11:01:18,057 32k INFO ====> Epoch: 1763 +2023-02-05 11:01:44,984 32k INFO ====> Epoch: 1764 +2023-02-05 11:02:11,834 32k INFO ====> Epoch: 1765 +2023-02-05 11:02:38,673 32k INFO ====> Epoch: 1766 +2023-02-05 11:03:05,583 32k INFO ====> Epoch: 1767 +2023-02-05 11:03:32,498 32k INFO ====> Epoch: 1768 +2023-02-05 11:03:36,597 32k INFO Train Epoch: 1769 [0%] +2023-02-05 11:03:36,598 32k INFO [2.0411462783813477, 2.6832714080810547, 15.279801368713379, 12.531509399414062, 0.7546103596687317, 44200, 8.013048280828565e-05] +2023-02-05 11:03:59,666 32k INFO ====> Epoch: 1769 +2023-02-05 11:04:26,782 32k INFO ====> Epoch: 1770 +2023-02-05 11:04:54,041 32k INFO ====> Epoch: 1771 +2023-02-05 11:05:20,979 32k INFO ====> Epoch: 1772 +2023-02-05 11:05:47,925 32k INFO ====> Epoch: 1773 +2023-02-05 11:06:14,775 32k INFO ====> Epoch: 1774 +2023-02-05 11:06:41,722 32k INFO ====> Epoch: 1775 +2023-02-05 11:07:08,571 32k INFO ====> Epoch: 1776 +2023-02-05 11:07:12,673 32k INFO Train Epoch: 1777 [0%] +2023-02-05 11:07:12,673 32k INFO [2.1119418144226074, 2.673170328140259, 12.201451301574707, 11.004289627075195, 0.5946432948112488, 44400, 8.005038737380067e-05] +2023-02-05 11:07:35,736 32k INFO ====> Epoch: 1777 +2023-02-05 11:08:02,669 32k INFO ====> Epoch: 1778 +2023-02-05 11:08:29,552 32k INFO ====> Epoch: 1779 +2023-02-05 11:08:56,524 32k INFO ====> Epoch: 1780 +2023-02-05 11:09:23,489 32k INFO ====> Epoch: 1781 +2023-02-05 11:09:50,688 32k INFO ====> Epoch: 1782 +2023-02-05 11:10:17,922 32k INFO ====> Epoch: 1783 +2023-02-05 11:10:45,052 32k INFO ====> Epoch: 1784 +2023-02-05 11:10:49,226 32k INFO Train Epoch: 1785 [0%] +2023-02-05 11:10:49,226 32k INFO [2.0918447971343994, 2.7784156799316406, 13.610304832458496, 12.128286361694336, 0.9265615940093994, 44600, 7.997037199971719e-05] +2023-02-05 11:11:12,474 32k INFO ====> Epoch: 1785 +2023-02-05 11:11:39,546 32k INFO ====> Epoch: 1786 +2023-02-05 11:12:06,613 32k INFO ====> Epoch: 1787 +2023-02-05 11:12:33,669 32k INFO ====> Epoch: 1788 +2023-02-05 11:13:00,707 32k INFO ====> Epoch: 1789 +2023-02-05 11:13:27,886 32k INFO ====> Epoch: 1790 +2023-02-05 11:13:54,998 32k INFO ====> Epoch: 1791 +2023-02-05 11:14:21,988 32k INFO ====> Epoch: 1792 +2023-02-05 11:14:26,292 32k INFO Train Epoch: 1793 [0%] +2023-02-05 11:14:26,292 32k INFO [2.1552228927612305, 2.6268160343170166, 13.780691146850586, 11.29167366027832, 0.32847675681114197, 44800, 7.98904366060098e-05] +2023-02-05 11:14:49,622 32k INFO ====> Epoch: 1793 +2023-02-05 11:15:16,641 32k INFO ====> Epoch: 1794 +2023-02-05 11:15:43,594 32k INFO ====> Epoch: 1795 +2023-02-05 11:16:10,490 32k INFO ====> Epoch: 1796 +2023-02-05 11:16:37,516 32k INFO ====> Epoch: 1797 +2023-02-05 11:17:04,332 32k INFO ====> Epoch: 1798 +2023-02-05 11:17:31,249 32k INFO ====> Epoch: 1799 +2023-02-05 11:17:58,194 32k INFO ====> Epoch: 1800 +2023-02-05 11:18:02,379 32k INFO Train Epoch: 1801 [0%] +2023-02-05 11:18:02,379 32k INFO [2.1571028232574463, 2.6078073978424072, 13.561631202697754, 12.333866119384766, 0.8627130389213562, 45000, 7.981058111273313e-05] +2023-02-05 11:18:06,275 32k INFO Saving model and optimizer state at iteration 1801 to ./logs\32k\G_45000.pth +2023-02-05 11:18:24,067 32k INFO Saving model and optimizer state at iteration 1801 to ./logs\32k\D_45000.pth +2023-02-05 11:18:50,443 32k INFO ====> Epoch: 1801 +2023-02-05 11:19:18,185 32k INFO ====> Epoch: 1802 +2023-02-05 11:19:45,267 32k INFO ====> Epoch: 1803 +2023-02-05 11:20:12,368 32k INFO ====> Epoch: 1804 +2023-02-05 11:20:39,249 32k INFO ====> Epoch: 1805 +2023-02-05 11:21:06,168 32k INFO ====> Epoch: 1806 +2023-02-05 11:21:33,106 32k INFO ====> Epoch: 1807 +2023-02-05 11:22:00,033 32k INFO ====> Epoch: 1808 +2023-02-05 11:22:04,127 32k INFO Train Epoch: 1809 [0%] +2023-02-05 11:22:04,127 32k INFO [2.1442301273345947, 2.6879429817199707, 14.251581192016602, 12.257288932800293, 0.3661133050918579, 45200, 7.973080544002168e-05] +2023-02-05 11:22:27,274 32k INFO ====> Epoch: 1809 +2023-02-05 11:22:54,211 32k INFO ====> Epoch: 1810 +2023-02-05 11:23:21,154 32k INFO ====> Epoch: 1811 +2023-02-05 11:23:48,155 32k INFO ====> Epoch: 1812 +2023-02-05 11:24:15,185 32k INFO ====> Epoch: 1813 +2023-02-05 11:24:42,523 32k INFO ====> Epoch: 1814 +2023-02-05 11:25:09,684 32k INFO ====> Epoch: 1815 +2023-02-05 11:25:36,600 32k INFO ====> Epoch: 1816 +2023-02-05 11:25:40,690 32k INFO Train Epoch: 1817 [0%] +2023-02-05 11:25:40,690 32k INFO [2.0846309661865234, 2.784108877182007, 11.453619003295898, 11.922919273376465, 0.6602807641029358, 45400, 7.965110950808981e-05] +2023-02-05 11:26:03,703 32k INFO ====> Epoch: 1817 +2023-02-05 11:26:30,528 32k INFO ====> Epoch: 1818 +2023-02-05 11:26:57,437 32k INFO ====> Epoch: 1819 +2023-02-05 11:27:24,318 32k INFO ====> Epoch: 1820 +2023-02-05 11:27:51,140 32k INFO ====> Epoch: 1821 +2023-02-05 11:28:18,102 32k INFO ====> Epoch: 1822 +2023-02-05 11:28:45,056 32k INFO ====> Epoch: 1823 +2023-02-05 11:29:12,265 32k INFO ====> Epoch: 1824 +2023-02-05 11:29:16,782 32k INFO Train Epoch: 1825 [0%] +2023-02-05 11:29:16,782 32k INFO [2.1600377559661865, 2.707155704498291, 14.73128604888916, 11.49240493774414, 0.42973068356513977, 45600, 7.95714932372316e-05] +2023-02-05 11:29:40,121 32k INFO ====> Epoch: 1825 +2023-02-05 11:30:07,364 32k INFO ====> Epoch: 1826 +2023-02-05 11:30:34,263 32k INFO ====> Epoch: 1827 +2023-02-05 11:31:01,183 32k INFO ====> Epoch: 1828 +2023-02-05 11:31:28,089 32k INFO ====> Epoch: 1829 +2023-02-05 11:31:55,061 32k INFO ====> Epoch: 1830 +2023-02-05 11:32:21,988 32k INFO ====> Epoch: 1831 +2023-02-05 11:32:48,906 32k INFO ====> Epoch: 1832 +2023-02-05 11:32:53,002 32k INFO Train Epoch: 1833 [0%] +2023-02-05 11:32:53,002 32k INFO [2.159268856048584, 2.7836146354675293, 12.282368659973145, 11.762715339660645, 0.6667620539665222, 45800, 7.949195654782087e-05] +2023-02-05 11:33:16,191 32k INFO ====> Epoch: 1833 +2023-02-05 11:33:43,112 32k INFO ====> Epoch: 1834 +2023-02-05 11:34:10,087 32k INFO ====> Epoch: 1835 +2023-02-05 11:34:37,205 32k INFO ====> Epoch: 1836 +2023-02-05 11:35:04,463 32k INFO ====> Epoch: 1837 +2023-02-05 11:35:31,284 32k INFO ====> Epoch: 1838 +2023-02-05 11:35:58,224 32k INFO ====> Epoch: 1839 +2023-02-05 11:36:25,113 32k INFO ====> Epoch: 1840 +2023-02-05 11:36:29,199 32k INFO Train Epoch: 1841 [0%] +2023-02-05 11:36:29,200 32k INFO [1.9464986324310303, 3.215456962585449, 11.872321128845215, 9.721951484680176, 0.26023995876312256, 46000, 7.941249936031095e-05] +2023-02-05 11:36:33,093 32k INFO Saving model and optimizer state at iteration 1841 to ./logs\32k\G_46000.pth +2023-02-05 11:36:50,834 32k INFO Saving model and optimizer state at iteration 1841 to ./logs\32k\D_46000.pth +2023-02-05 11:37:17,209 32k INFO ====> Epoch: 1841 +2023-02-05 11:37:44,803 32k INFO ====> Epoch: 1842 +2023-02-05 11:38:11,902 32k INFO ====> Epoch: 1843 +2023-02-05 11:38:38,792 32k INFO ====> Epoch: 1844 +2023-02-05 11:39:05,727 32k INFO ====> Epoch: 1845 +2023-02-05 11:39:32,871 32k INFO ====> Epoch: 1846 +2023-02-05 11:40:00,024 32k INFO ====> Epoch: 1847 +2023-02-05 11:40:27,051 32k INFO ====> Epoch: 1848 +2023-02-05 11:40:31,193 32k INFO Train Epoch: 1849 [0%] +2023-02-05 11:40:31,194 32k INFO [2.216169834136963, 2.4670028686523438, 9.449034690856934, 9.005703926086426, 0.4484406113624573, 46200, 7.933312159523469e-05] +2023-02-05 11:40:54,292 32k INFO ====> Epoch: 1849 +2023-02-05 11:41:21,153 32k INFO ====> Epoch: 1850 +2023-02-05 11:41:48,098 32k INFO ====> Epoch: 1851 +2023-02-05 11:42:14,967 32k INFO ====> Epoch: 1852 +2023-02-05 11:42:41,872 32k INFO ====> Epoch: 1853 +2023-02-05 11:43:19,588 32k INFO ====> Epoch: 1854 +2023-02-05 11:43:47,189 32k INFO ====> Epoch: 1855 +2023-02-05 11:44:14,170 32k INFO ====> Epoch: 1856 +2023-02-05 11:44:18,383 32k INFO Train Epoch: 1857 [0%] +2023-02-05 11:44:18,384 32k INFO [2.333995819091797, 3.2171154022216797, 11.27051830291748, 9.686118125915527, 0.4902774393558502, 46400, 7.925382317320444e-05] +2023-02-05 11:44:41,605 32k INFO ====> Epoch: 1857 +2023-02-05 11:45:08,676 32k INFO ====> Epoch: 1858 +2023-02-05 11:45:35,494 32k INFO ====> Epoch: 1859 +2023-02-05 11:46:02,336 32k INFO ====> Epoch: 1860 +2023-02-05 11:46:29,138 32k INFO ====> Epoch: 1861 +2023-02-05 11:46:55,993 32k INFO ====> Epoch: 1862 +2023-02-05 11:47:22,892 32k INFO ====> Epoch: 1863 +2023-02-05 11:47:49,920 32k INFO ====> Epoch: 1864 +2023-02-05 11:47:54,011 32k INFO Train Epoch: 1865 [0%] +2023-02-05 11:47:54,011 32k INFO [2.1398136615753174, 2.871176242828369, 12.043173789978027, 10.01542854309082, 0.8472047448158264, 46600, 7.917460401491182e-05] +2023-02-05 11:48:17,144 32k INFO ====> Epoch: 1865 +2023-02-05 11:48:44,056 32k INFO ====> Epoch: 1866 +2023-02-05 11:49:11,011 32k INFO ====> Epoch: 1867 +2023-02-05 11:49:38,150 32k INFO ====> Epoch: 1868 +2023-02-05 11:50:05,315 32k INFO ====> Epoch: 1869 +2023-02-05 11:50:32,294 32k INFO ====> Epoch: 1870 +2023-02-05 11:50:59,122 32k INFO ====> Epoch: 1871 +2023-02-05 11:51:25,932 32k INFO ====> Epoch: 1872 +2023-02-05 11:51:30,089 32k INFO Train Epoch: 1873 [0%] +2023-02-05 11:51:30,089 32k INFO [2.2079713344573975, 2.5713229179382324, 10.868488311767578, 9.816072463989258, 0.6088886260986328, 46800, 7.909546404112776e-05] +2023-02-05 11:51:53,146 32k INFO ====> Epoch: 1873 +2023-02-05 11:52:20,052 32k INFO ====> Epoch: 1874 +2023-02-05 11:52:46,988 32k INFO ====> Epoch: 1875 +2023-02-05 11:53:13,875 32k INFO ====> Epoch: 1876 +2023-02-05 11:53:40,696 32k INFO ====> Epoch: 1877 +2023-02-05 11:54:07,687 32k INFO ====> Epoch: 1878 +2023-02-05 11:54:34,892 32k INFO ====> Epoch: 1879 +2023-02-05 11:55:02,101 32k INFO ====> Epoch: 1880 +2023-02-05 11:55:06,217 32k INFO Train Epoch: 1881 [0%] +2023-02-05 11:55:06,217 32k INFO [2.1907119750976562, 2.776632070541382, 16.191999435424805, 12.82740592956543, 0.43051162362098694, 47000, 7.901640317270241e-05] +2023-02-05 11:55:10,227 32k INFO Saving model and optimizer state at iteration 1881 to ./logs\32k\G_47000.pth +2023-02-05 11:55:27,895 32k INFO Saving model and optimizer state at iteration 1881 to ./logs\32k\D_47000.pth +2023-02-05 11:55:54,412 32k INFO ====> Epoch: 1881 +2023-02-05 11:56:22,031 32k INFO ====> Epoch: 1882 +2023-02-05 11:56:49,512 32k INFO ====> Epoch: 1883 +2023-02-05 11:57:16,449 32k INFO ====> Epoch: 1884 +2023-02-05 11:57:43,270 32k INFO ====> Epoch: 1885 +2023-02-05 11:58:10,896 32k INFO ====> Epoch: 1886 +2023-02-05 11:58:38,202 32k INFO ====> Epoch: 1887 +2023-02-05 11:59:05,211 32k INFO ====> Epoch: 1888 +2023-02-05 11:59:09,813 32k INFO Train Epoch: 1889 [0%] +2023-02-05 11:59:09,813 32k INFO [2.1116650104522705, 2.8546435832977295, 13.421537399291992, 12.127111434936523, 0.6047396063804626, 47200, 7.8937421330565e-05] +2023-02-05 11:59:33,093 32k INFO ====> Epoch: 1889 +2023-02-05 12:00:00,499 32k INFO ====> Epoch: 1890 +2023-02-05 12:00:27,457 32k INFO ====> Epoch: 1891 +2023-02-05 12:00:54,371 32k INFO ====> Epoch: 1892 +2023-02-05 12:01:21,211 32k INFO ====> Epoch: 1893 +2023-02-05 12:01:48,239 32k INFO ====> Epoch: 1894 +2023-02-05 12:02:15,219 32k INFO ====> Epoch: 1895 +2023-02-05 12:02:42,132 32k INFO ====> Epoch: 1896 +2023-02-05 12:02:46,287 32k INFO Train Epoch: 1897 [0%] +2023-02-05 12:02:46,288 32k INFO [2.0344676971435547, 2.82130765914917, 14.353862762451172, 12.147587776184082, 0.7093658447265625, 47400, 7.88585184357238e-05] +2023-02-05 12:03:09,321 32k INFO ====> Epoch: 1897 +2023-02-05 12:03:36,236 32k INFO ====> Epoch: 1898 +2023-02-05 12:04:03,308 32k INFO ====> Epoch: 1899 +2023-02-05 12:04:30,539 32k INFO ====> Epoch: 1900 +2023-02-05 12:04:57,759 32k INFO ====> Epoch: 1901 +2023-02-05 12:05:24,779 32k INFO ====> Epoch: 1902 +2023-02-05 12:05:51,610 32k INFO ====> Epoch: 1903 +2023-02-05 12:06:18,549 32k INFO ====> Epoch: 1904 +2023-02-05 12:06:22,660 32k INFO Train Epoch: 1905 [0%] +2023-02-05 12:06:22,661 32k INFO [2.1314809322357178, 2.8551700115203857, 10.932065963745117, 9.345870018005371, 0.21857982873916626, 47600, 7.877969440926608e-05] +2023-02-05 12:06:45,673 32k INFO ====> Epoch: 1905 +2023-02-05 12:07:12,570 32k INFO ====> Epoch: 1906 +2023-02-05 12:07:39,523 32k INFO ====> Epoch: 1907 +2023-02-05 12:08:06,447 32k INFO ====> Epoch: 1908 +2023-02-05 12:08:33,349 32k INFO ====> Epoch: 1909 +2023-02-05 12:09:00,191 32k INFO ====> Epoch: 1910 +2023-02-05 12:09:27,324 32k INFO ====> Epoch: 1911 +2023-02-05 12:09:54,643 32k INFO ====> Epoch: 1912 +2023-02-05 12:09:58,975 32k INFO Train Epoch: 1913 [0%] +2023-02-05 12:09:58,975 32k INFO [2.2567174434661865, 2.2169299125671387, 13.236254692077637, 11.867562294006348, 0.5725116729736328, 47800, 7.870094917235789e-05] +2023-02-05 12:10:22,191 32k INFO ====> Epoch: 1913 +2023-02-05 12:10:49,419 32k INFO ====> Epoch: 1914 +2023-02-05 12:11:16,649 32k INFO ====> Epoch: 1915 +2023-02-05 12:11:43,776 32k INFO ====> Epoch: 1916 +2023-02-05 12:12:10,776 32k INFO ====> Epoch: 1917 +2023-02-05 12:12:38,009 32k INFO ====> Epoch: 1918 +2023-02-05 12:13:18,538 32k INFO ====> Epoch: 1919 +2023-02-05 12:13:46,253 32k INFO ====> Epoch: 1920 +2023-02-05 12:13:50,442 32k INFO Train Epoch: 1921 [0%] +2023-02-05 12:13:50,443 32k INFO [2.141968011856079, 2.757782459259033, 13.62978458404541, 11.756271362304688, 0.2255110740661621, 48000, 7.862228264624419e-05] +2023-02-05 12:13:54,496 32k INFO Saving model and optimizer state at iteration 1921 to ./logs\32k\G_48000.pth +2023-02-05 12:14:09,522 32k INFO Saving model and optimizer state at iteration 1921 to ./logs\32k\D_48000.pth +2023-02-05 12:14:36,151 32k INFO ====> Epoch: 1921 +2023-02-05 12:15:03,808 32k INFO ====> Epoch: 1922 +2023-02-05 12:15:31,270 32k INFO ====> Epoch: 1923 +2023-02-05 12:15:58,237 32k INFO ====> Epoch: 1924 +2023-02-05 12:16:25,894 32k INFO ====> Epoch: 1925 +2023-02-05 12:16:53,558 32k INFO ====> Epoch: 1926 +2023-02-05 12:17:21,212 32k INFO ====> Epoch: 1927 +2023-02-05 12:17:48,826 32k INFO ====> Epoch: 1928 +2023-02-05 12:17:53,564 32k INFO Train Epoch: 1929 [0%] +2023-02-05 12:17:53,565 32k INFO [2.3294005393981934, 2.5224552154541016, 10.643351554870605, 8.832595825195312, 0.6319372653961182, 48200, 7.85436947522486e-05] +2023-02-05 12:18:16,554 32k INFO ====> Epoch: 1929 +2023-02-05 12:18:43,581 32k INFO ====> Epoch: 1930 +2023-02-05 12:19:10,509 32k INFO ====> Epoch: 1931 +2023-02-05 12:19:37,625 32k INFO ====> Epoch: 1932 +2023-02-05 12:20:04,615 32k INFO ====> Epoch: 1933 +2023-02-05 12:20:31,544 32k INFO ====> Epoch: 1934 +2023-02-05 12:20:58,470 32k INFO ====> Epoch: 1935 +2023-02-05 12:21:25,375 32k INFO ====> Epoch: 1936 +2023-02-05 12:21:29,464 32k INFO Train Epoch: 1937 [0%] +2023-02-05 12:21:29,465 32k INFO [2.163982629776001, 2.7706217765808105, 14.957860946655273, 11.457212448120117, 0.38133060932159424, 48400, 7.846518541177339e-05] +2023-02-05 12:21:52,678 32k INFO ====> Epoch: 1937 +2023-02-05 12:22:19,681 32k INFO ====> Epoch: 1938 +2023-02-05 12:22:46,615 32k INFO ====> Epoch: 1939 +2023-02-05 12:23:13,484 32k INFO ====> Epoch: 1940 +2023-02-05 12:23:40,493 32k INFO ====> Epoch: 1941 +2023-02-05 12:24:07,529 32k INFO ====> Epoch: 1942 +2023-02-05 12:24:34,541 32k INFO ====> Epoch: 1943 +2023-02-05 12:25:01,603 32k INFO ====> Epoch: 1944 +2023-02-05 12:25:05,803 32k INFO Train Epoch: 1945 [0%] +2023-02-05 12:25:05,803 32k INFO [2.2431209087371826, 2.5525588989257812, 9.411797523498535, 9.297332763671875, 0.45012855529785156, 48600, 7.83867545462994e-05] +2023-02-05 12:25:29,004 32k INFO ====> Epoch: 1945 +2023-02-05 12:25:56,091 32k INFO ====> Epoch: 1946 +2023-02-05 12:26:23,196 32k INFO ====> Epoch: 1947 +2023-02-05 12:26:50,238 32k INFO ====> Epoch: 1948 +2023-02-05 12:27:17,385 32k INFO ====> Epoch: 1949 +2023-02-05 12:27:44,521 32k INFO ====> Epoch: 1950 +2023-02-05 12:28:11,559 32k INFO ====> Epoch: 1951 +2023-02-05 12:28:38,652 32k INFO ====> Epoch: 1952 +2023-02-05 12:28:42,837 32k INFO Train Epoch: 1953 [0%] +2023-02-05 12:28:42,837 32k INFO [2.354217052459717, 2.4595260620117188, 11.642220497131348, 11.824688911437988, 0.5915592908859253, 48800, 7.830840207738599e-05] +2023-02-05 12:29:06,063 32k INFO ====> Epoch: 1953 +2023-02-05 12:29:33,118 32k INFO ====> Epoch: 1954 +2023-02-05 12:30:00,264 32k INFO ====> Epoch: 1955 +2023-02-05 12:30:27,193 32k INFO ====> Epoch: 1956 +2023-02-05 12:30:54,113 32k INFO ====> Epoch: 1957 +2023-02-05 12:31:21,019 32k INFO ====> Epoch: 1958 +2023-02-05 12:31:48,030 32k INFO ====> Epoch: 1959 +2023-02-05 12:32:15,000 32k INFO ====> Epoch: 1960 +2023-02-05 12:32:19,122 32k INFO Train Epoch: 1961 [0%] +2023-02-05 12:32:19,123 32k INFO [2.2504756450653076, 2.6470091342926025, 12.109443664550781, 11.865155220031738, 0.7900130748748779, 49000, 7.823012792667083e-05] +2023-02-05 12:32:22,999 32k INFO Saving model and optimizer state at iteration 1961 to ./logs\32k\G_49000.pth +2023-02-05 12:32:38,606 32k INFO Saving model and optimizer state at iteration 1961 to ./logs\32k\D_49000.pth +2023-02-05 12:33:05,250 32k INFO ====> Epoch: 1961 +2023-02-05 12:33:32,865 32k INFO ====> Epoch: 1962 +2023-02-05 12:33:59,741 32k INFO ====> Epoch: 1963 +2023-02-05 12:34:27,455 32k INFO ====> Epoch: 1964 +2023-02-05 12:34:54,593 32k INFO ====> Epoch: 1965 +2023-02-05 12:35:21,611 32k INFO ====> Epoch: 1966 +2023-02-05 12:35:48,615 32k INFO ====> Epoch: 1967 +2023-02-05 12:36:16,214 32k INFO ====> Epoch: 1968 +2023-02-05 12:36:23,345 32k INFO Train Epoch: 1969 [0%] +2023-02-05 12:36:23,346 32k INFO [1.964387059211731, 3.0129401683807373, 11.288656234741211, 11.373236656188965, 0.5370813012123108, 49200, 7.815193201587002e-05] +2023-02-05 12:36:46,577 32k INFO ====> Epoch: 1969 +2023-02-05 12:37:18,722 32k INFO ====> Epoch: 1970 +2023-02-05 12:37:51,595 32k INFO ====> Epoch: 1971 +2023-02-05 12:38:20,074 32k INFO ====> Epoch: 1972 +2023-02-05 12:38:51,877 32k INFO ====> Epoch: 1973 +2023-02-05 12:39:20,759 32k INFO ====> Epoch: 1974 +2023-02-05 12:39:51,988 32k INFO ====> Epoch: 1975 +2023-02-05 12:40:22,701 32k INFO ====> Epoch: 1976 +2023-02-05 12:40:31,002 32k INFO Train Epoch: 1977 [0%] +2023-02-05 12:40:31,003 32k INFO [2.1428921222686768, 2.515007734298706, 10.176536560058594, 9.282357215881348, 0.6285266876220703, 49400, 7.807381426677785e-05] +2023-02-05 12:40:54,299 32k INFO ====> Epoch: 1977 +2023-02-05 12:41:23,788 32k INFO ====> Epoch: 1978 +2023-02-05 12:41:51,409 32k INFO ====> Epoch: 1979 +2023-02-05 12:42:19,767 32k INFO ====> Epoch: 1980 +2023-02-05 12:42:47,427 32k INFO ====> Epoch: 1981 +2023-02-05 12:43:14,387 32k INFO ====> Epoch: 1982 +2023-02-05 12:43:41,256 32k INFO ====> Epoch: 1983 +2023-02-05 12:44:08,080 32k INFO ====> Epoch: 1984 +2023-02-05 12:44:12,205 32k INFO Train Epoch: 1985 [0%] +2023-02-05 12:44:12,205 32k INFO [2.189757823944092, 2.526820421218872, 11.860541343688965, 11.44590950012207, 0.5424363613128662, 49600, 7.79957746012668e-05] +2023-02-05 12:44:35,329 32k INFO ====> Epoch: 1985 +2023-02-05 12:45:02,368 32k INFO ====> Epoch: 1986 +2023-02-05 12:45:29,349 32k INFO ====> Epoch: 1987 +2023-02-05 12:45:56,242 32k INFO ====> Epoch: 1988 +2023-02-05 12:46:23,190 32k INFO ====> Epoch: 1989 +2023-02-05 12:46:50,128 32k INFO ====> Epoch: 1990 +2023-02-05 12:47:17,051 32k INFO ====> Epoch: 1991 +2023-02-05 12:47:43,988 32k INFO ====> Epoch: 1992 +2023-02-05 12:47:48,085 32k INFO Train Epoch: 1993 [0%] +2023-02-05 12:47:48,086 32k INFO [2.136847496032715, 2.6296119689941406, 14.484792709350586, 11.093278884887695, 0.6099215745925903, 49800, 7.791781294128744e-05] +2023-02-05 12:48:11,296 32k INFO ====> Epoch: 1993 +2023-02-05 12:48:38,241 32k INFO ====> Epoch: 1994 +2023-02-05 12:49:05,188 32k INFO ====> Epoch: 1995 +2023-02-05 12:49:32,291 32k INFO ====> Epoch: 1996 +2023-02-05 12:49:59,377 32k INFO ====> Epoch: 1997 +2023-02-05 12:50:26,368 32k INFO ====> Epoch: 1998 +2023-02-05 12:50:53,299 32k INFO ====> Epoch: 1999 +2023-02-05 12:51:20,199 32k INFO ====> Epoch: 2000 +2023-02-05 12:51:24,325 32k INFO Train Epoch: 2001 [0%] +2023-02-05 12:51:24,325 32k INFO [2.224780559539795, 2.75199818611145, 12.355077743530273, 10.740574836730957, 0.5456668138504028, 50000, 7.783992920886836e-05] +2023-02-05 12:51:28,189 32k INFO Saving model and optimizer state at iteration 2001 to ./logs\32k\G_50000.pth +2023-02-05 12:51:42,417 32k INFO Saving model and optimizer state at iteration 2001 to ./logs\32k\D_50000.pth +2023-02-05 12:52:08,971 32k INFO ====> Epoch: 2001 +2023-02-05 12:52:36,484 32k INFO ====> Epoch: 2002 +2023-02-05 12:53:03,538 32k INFO ====> Epoch: 2003 +2023-02-05 12:53:30,512 32k INFO ====> Epoch: 2004 +2023-02-05 12:53:57,384 32k INFO ====> Epoch: 2005 +2023-02-05 12:54:24,388 32k INFO ====> Epoch: 2006 +2023-02-05 12:54:51,493 32k INFO ====> Epoch: 2007 +2023-02-05 12:55:18,491 32k INFO ====> Epoch: 2008 +2023-02-05 12:55:22,791 32k INFO Train Epoch: 2009 [0%] +2023-02-05 12:55:22,792 32k INFO [2.0469419956207275, 2.7413644790649414, 13.429996490478516, 12.282363891601562, 0.574569046497345, 50200, 7.776212332611608e-05] +2023-02-05 12:55:45,948 32k INFO ====> Epoch: 2009 +2023-02-05 12:56:12,872 32k INFO ====> Epoch: 2010 +2023-02-05 12:56:39,914 32k INFO ====> Epoch: 2011 +2023-02-05 12:57:06,841 32k INFO ====> Epoch: 2012 +2023-02-05 12:57:33,843 32k INFO ====> Epoch: 2013 +2023-02-05 12:58:00,798 32k INFO ====> Epoch: 2014 +2023-02-05 12:58:27,801 32k INFO ====> Epoch: 2015 +2023-02-05 12:58:54,696 32k INFO ====> Epoch: 2016 +2023-02-05 12:58:58,944 32k INFO Train Epoch: 2017 [0%] +2023-02-05 12:58:58,945 32k INFO [2.1120598316192627, 2.700819969177246, 15.105757713317871, 12.544411659240723, 0.431286484003067, 50400, 7.768439521521498e-05] +2023-02-05 12:59:22,132 32k INFO ====> Epoch: 2017 +2023-02-05 12:59:49,221 32k INFO ====> Epoch: 2018 +2023-02-05 13:00:16,182 32k INFO ====> Epoch: 2019 +2023-02-05 13:00:43,099 32k INFO ====> Epoch: 2020 +2023-02-05 13:01:10,003 32k INFO ====> Epoch: 2021 +2023-02-05 13:01:36,928 32k INFO ====> Epoch: 2022 +2023-02-05 13:02:03,925 32k INFO ====> Epoch: 2023 +2023-02-05 13:02:30,838 32k INFO ====> Epoch: 2024 +2023-02-05 13:02:34,951 32k INFO Train Epoch: 2025 [0%] +2023-02-05 13:02:34,951 32k INFO [2.264604091644287, 2.5478060245513916, 14.101733207702637, 11.780342102050781, 0.5110356211662292, 50600, 7.760674479842725e-05] +2023-02-05 13:02:58,031 32k INFO ====> Epoch: 2025 +2023-02-05 13:03:24,962 32k INFO ====> Epoch: 2026 +2023-02-05 13:03:51,929 32k INFO ====> Epoch: 2027 +2023-02-05 13:04:19,061 32k INFO ====> Epoch: 2028 +2023-02-05 13:04:46,154 32k INFO ====> Epoch: 2029 +2023-02-05 13:05:13,150 32k INFO ====> Epoch: 2030 +2023-02-05 13:05:40,102 32k INFO ====> Epoch: 2031 +2023-02-05 13:06:07,193 32k INFO ====> Epoch: 2032 +2023-02-05 13:06:11,335 32k INFO Train Epoch: 2033 [0%] +2023-02-05 13:06:11,335 32k INFO [2.2794487476348877, 2.591519832611084, 12.356124877929688, 9.752574920654297, 0.5118470191955566, 50800, 7.752917199809274e-05] +2023-02-05 13:06:34,372 32k INFO ====> Epoch: 2033 +2023-02-05 13:07:01,269 32k INFO ====> Epoch: 2034 +2023-02-05 13:07:28,135 32k INFO ====> Epoch: 2035 +2023-02-05 13:07:55,133 32k INFO ====> Epoch: 2036 +2023-02-05 13:08:22,157 32k INFO ====> Epoch: 2037 +2023-02-05 13:08:49,046 32k INFO ====> Epoch: 2038 +2023-02-05 13:09:16,049 32k INFO ====> Epoch: 2039 +2023-02-05 13:09:43,161 32k INFO ====> Epoch: 2040 +2023-02-05 13:09:47,474 32k INFO Train Epoch: 2041 [0%] +2023-02-05 13:09:47,475 32k INFO [2.3292717933654785, 2.2105064392089844, 11.22486400604248, 9.234123229980469, 0.5791577696800232, 51000, 7.745167673662895e-05] +2023-02-05 13:09:51,423 32k INFO Saving model and optimizer state at iteration 2041 to ./logs\32k\G_51000.pth +2023-02-05 13:10:07,140 32k INFO Saving model and optimizer state at iteration 2041 to ./logs\32k\D_51000.pth +2023-02-05 13:10:33,622 32k INFO ====> Epoch: 2041 +2023-02-05 13:11:01,375 32k INFO ====> Epoch: 2042 +2023-02-05 13:11:28,718 32k INFO ====> Epoch: 2043 +2023-02-05 13:11:55,734 32k INFO ====> Epoch: 2044 +2023-02-05 13:12:22,807 32k INFO ====> Epoch: 2045 +2023-02-05 13:12:49,858 32k INFO ====> Epoch: 2046 +2023-02-05 13:13:16,911 32k INFO ====> Epoch: 2047 +2023-02-05 13:13:44,025 32k INFO ====> Epoch: 2048 +2023-02-05 13:13:48,219 32k INFO Train Epoch: 2049 [0%] +2023-02-05 13:13:48,220 32k INFO [2.056583881378174, 2.696542501449585, 14.349105834960938, 12.079371452331543, 0.6020267009735107, 51200, 7.73742589365309e-05] +2023-02-05 13:14:11,444 32k INFO ====> Epoch: 2049 +2023-02-05 13:14:38,541 32k INFO ====> Epoch: 2050 +2023-02-05 13:15:05,554 32k INFO ====> Epoch: 2051 +2023-02-06 22:57:26,051 32k INFO {'train': {'log_interval': 200, 'eval_interval': 1000, 'seed': 1234, 'epochs': 10000, 'learning_rate': 0.0001, 'betas': [0.8, 0.99], 'eps': 1e-09, 'batch_size': 12, 'fp16_run': False, 'lr_decay': 0.999875, 'segment_size': 17920, 'init_lr_ratio': 1, 'warmup_epochs': 0, 'c_mel': 45, 'c_kl': 1.0, 'use_sr': True, 'max_speclen': 384, 'port': '8001'}, 'data': {'training_files': 'filelists/train.txt', 'validation_files': 'filelists/val.txt', 'max_wav_value': 32768.0, 'sampling_rate': 32000, 'filter_length': 1280, 'hop_length': 320, 'win_length': 1280, 'n_mel_channels': 80, 'mel_fmin': 0.0, 'mel_fmax': None}, 'model': {'inter_channels': 192, 'hidden_channels': 192, 'filter_channels': 768, 'n_heads': 2, 'n_layers': 6, 'kernel_size': 3, 'p_dropout': 0.1, 'resblock': '1', 'resblock_kernel_sizes': [3, 7, 11], 'resblock_dilation_sizes': [[1, 3, 5], [1, 3, 5], [1, 3, 5]], 'upsample_rates': [10, 8, 2, 2], 'upsample_initial_channel': 512, 'upsample_kernel_sizes': [16, 16, 4, 4], 'n_layers_q': 3, 'use_spectral_norm': False, 'gin_channels': 256, 'ssl_dim': 256, 'n_speakers': 2}, 'spk': {'luna': 0}, 'model_dir': './logs\\32k'} +2023-02-06 22:57:45,463 32k INFO Loaded checkpoint './logs\32k\G_51000.pth' (iteration 2041) +2023-02-06 22:57:45,920 32k INFO Loaded checkpoint './logs\32k\D_51000.pth' (iteration 2041)