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2023-05-20 13:38:58,449 mbappe INFO {'train': {'log_interval': 200, 'seed': 1234, 'epochs': 20000, 'learning_rate': 0.0001, 'betas': [0.8, 0.99], 'eps': 1e-09, 'batch_size': 20, 'fp16_run': True, 'lr_decay': 0.999875, 'segment_size': 12800, 'init_lr_ratio': 1, 'warmup_epochs': 0, 'c_mel': 45, 'c_kl': 1.0}, 'data': {'max_wav_value': 32768.0, 'sampling_rate': 40000, 'filter_length': 2048, 'hop_length': 400, 'win_length': 2048, 'n_mel_channels': 125, 'mel_fmin': 0.0, 'mel_fmax': None, 'training_files': './logs/mbappe/filelist.txt'}, 'model': {'inter_channels': 192, 'hidden_channels': 192, 'filter_channels': 768, 'n_heads': 2, 'n_layers': 6, 'kernel_size': 3, 'p_dropout': 0, 'resblock': '1', 'resblock_kernel_sizes': [3, 7, 11], 'resblock_dilation_sizes': [[1, 3, 5], [1, 3, 5], [1, 3, 5]], 'upsample_rates': [10, 10, 2, 2], 'upsample_initial_channel': 512, 'upsample_kernel_sizes': [16, 16, 4, 4], 'use_spectral_norm': False, 'gin_channels': 256, 'spk_embed_dim': 109}, 'model_dir': './logs/mbappe', 'experiment_dir': './logs/mbappe', 'save_every_epoch': 25, 'name': 'mbappe', 'total_epoch': 250, 'pretrainG': 'pretrained/f0G40k.pth', 'pretrainD': 'pretrained/f0D40k.pth', 'gpus': '0', 'sample_rate': '40k', 'if_f0': 1, 'if_latest': 0, 'if_cache_data_in_gpu': 0} | |
2023-05-20 13:38:58,449 mbappe WARNING /content/Retrieval-based-Voice-Conversion-WebUI/train is not a git repository, therefore hash value comparison will be ignored. | |
2023-05-20 13:39:00,849 mbappe INFO loaded pretrained pretrained/f0G40k.pth pretrained/f0D40k.pth | |
2023-05-20 13:39:33,928 mbappe INFO Train Epoch: 1 [0%] | |
2023-05-20 13:39:33,928 mbappe INFO [0, 0.0001] | |
2023-05-20 13:39:33,929 mbappe INFO loss_disc=3.130, loss_gen=2.264, loss_fm=10.833,loss_mel=24.401, loss_kl=5.000 | |
2023-05-20 13:39:49,817 mbappe INFO ====> Epoch: 1 | |
2023-05-20 13:40:05,387 mbappe INFO ====> Epoch: 2 | |
2023-05-20 13:40:21,337 mbappe INFO ====> Epoch: 3 | |
2023-05-20 13:40:37,355 mbappe INFO ====> Epoch: 4 | |
2023-05-20 13:40:53,367 mbappe INFO ====> Epoch: 5 | |
2023-05-20 13:41:09,256 mbappe INFO ====> Epoch: 6 | |
2023-05-20 13:41:25,003 mbappe INFO ====> Epoch: 7 | |
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2023-05-20 13:42:27,047 mbappe INFO ====> Epoch: 11 | |
2023-05-20 13:42:42,780 mbappe INFO ====> Epoch: 12 | |
2023-05-20 13:42:58,463 mbappe INFO ====> Epoch: 13 | |
2023-05-20 13:43:05,143 mbappe INFO Train Epoch: 14 [33%] | |
2023-05-20 13:43:05,146 mbappe INFO [200, 9.983762181915804e-05] | |
2023-05-20 13:43:05,146 mbappe INFO loss_disc=3.218, loss_gen=2.756, loss_fm=9.449,loss_mel=19.055, loss_kl=1.561 | |
2023-05-20 13:43:14,747 mbappe INFO ====> Epoch: 14 | |
2023-05-20 13:43:30,467 mbappe INFO ====> Epoch: 15 | |
2023-05-20 13:43:46,205 mbappe INFO ====> Epoch: 16 | |
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2023-05-20 13:44:18,185 mbappe INFO ====> Epoch: 18 | |
2023-05-20 13:44:34,376 mbappe INFO ====> Epoch: 19 | |
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2023-05-20 13:45:06,759 mbappe INFO ====> Epoch: 21 | |
2023-05-20 13:45:22,693 mbappe INFO ====> Epoch: 22 | |
2023-05-20 13:45:38,905 mbappe INFO ====> Epoch: 23 | |
2023-05-20 13:45:54,746 mbappe INFO ====> Epoch: 24 | |
2023-05-20 13:46:10,246 mbappe INFO Saving model and optimizer state at epoch 25 to ./logs/mbappe/G_375.pth | |
2023-05-20 13:46:15,239 mbappe INFO Saving model and optimizer state at epoch 25 to ./logs/mbappe/D_375.pth | |
2023-05-20 13:46:17,375 mbappe INFO ====> Epoch: 25 | |
2023-05-20 13:46:33,319 mbappe INFO ====> Epoch: 26 | |
2023-05-20 13:46:45,470 mbappe INFO Train Epoch: 27 [67%] | |
2023-05-20 13:46:45,473 mbappe INFO [400, 9.967550730505221e-05] | |
2023-05-20 13:46:45,474 mbappe INFO loss_disc=2.954, loss_gen=2.703, loss_fm=9.046,loss_mel=18.697, loss_kl=1.612 | |
2023-05-20 13:46:50,028 mbappe INFO ====> Epoch: 27 | |
2023-05-20 13:47:06,275 mbappe INFO ====> Epoch: 28 | |
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2023-05-20 13:50:16,165 mbappe INFO ====> Epoch: 40 | |
2023-05-20 13:50:17,890 mbappe INFO Train Epoch: 41 [0%] | |
2023-05-20 13:50:17,894 mbappe INFO [600, 9.950121682254156e-05] | |
2023-05-20 13:50:17,894 mbappe INFO loss_disc=3.031, loss_gen=2.698, loss_fm=9.114,loss_mel=18.385, loss_kl=1.929 | |
2023-05-20 13:50:32,305 mbappe INFO ====> Epoch: 41 | |
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2023-05-20 13:52:39,735 mbappe INFO ====> Epoch: 49 | |
2023-05-20 13:52:55,863 mbappe INFO Saving model and optimizer state at epoch 50 to ./logs/mbappe/G_750.pth | |
2023-05-20 13:52:59,927 mbappe INFO Saving model and optimizer state at epoch 50 to ./logs/mbappe/D_750.pth | |
2023-05-20 13:53:02,234 mbappe INFO ====> Epoch: 50 | |
2023-05-20 13:53:18,722 mbappe INFO ====> Epoch: 51 | |
2023-05-20 13:53:34,479 mbappe INFO ====> Epoch: 52 | |
2023-05-20 13:53:50,376 mbappe INFO ====> Epoch: 53 | |
2023-05-20 13:53:57,336 mbappe INFO Train Epoch: 54 [33%] | |
2023-05-20 13:53:57,339 mbappe INFO [800, 9.933964855674948e-05] | |
2023-05-20 13:53:57,339 mbappe INFO loss_disc=2.667, loss_gen=3.039, loss_fm=10.428,loss_mel=17.694, loss_kl=0.755 | |
2023-05-20 13:54:06,841 mbappe INFO ====> Epoch: 54 | |
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2023-05-20 13:57:17,544 mbappe INFO ====> Epoch: 66 | |
2023-05-20 13:57:29,039 mbappe INFO Train Epoch: 67 [67%] | |
2023-05-20 13:57:29,041 mbappe INFO [1000, 9.917834264256819e-05] | |
2023-05-20 13:57:29,042 mbappe INFO loss_disc=2.896, loss_gen=3.077, loss_fm=10.126,loss_mel=18.427, loss_kl=1.400 | |
2023-05-20 13:57:33,870 mbappe INFO ====> Epoch: 67 | |
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2023-05-20 13:59:23,872 mbappe INFO ====> Epoch: 74 | |
2023-05-20 13:59:39,945 mbappe INFO Saving model and optimizer state at epoch 75 to ./logs/mbappe/G_1125.pth | |
2023-05-20 13:59:44,753 mbappe INFO Saving model and optimizer state at epoch 75 to ./logs/mbappe/D_1125.pth | |
2023-05-20 13:59:47,218 mbappe INFO ====> Epoch: 75 | |
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2023-05-20 14:01:07,641 mbappe INFO Train Epoch: 81 [0%] | |
2023-05-20 14:01:07,644 mbappe INFO [1200, 9.900492149166423e-05] | |
2023-05-20 14:01:07,644 mbappe INFO loss_disc=2.787, loss_gen=2.966, loss_fm=10.438,loss_mel=17.480, loss_kl=0.942 | |
2023-05-20 14:01:22,163 mbappe INFO ====> Epoch: 81 | |
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2023-05-20 14:04:32,479 mbappe INFO ====> Epoch: 93 | |
2023-05-20 14:04:39,396 mbappe INFO Train Epoch: 94 [33%] | |
2023-05-20 14:04:39,397 mbappe INFO [1400, 9.884415910120204e-05] | |
2023-05-20 14:04:39,397 mbappe INFO loss_disc=2.686, loss_gen=3.074, loss_fm=9.712,loss_mel=16.161, loss_kl=0.677 | |
2023-05-20 14:04:48,961 mbappe INFO ====> Epoch: 94 | |
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2023-05-20 14:06:07,018 mbappe INFO ====> Epoch: 99 | |
2023-05-20 14:06:23,072 mbappe INFO Saving model and optimizer state at epoch 100 to ./logs/mbappe/G_1500.pth | |
2023-05-20 14:06:24,512 mbappe INFO Saving model and optimizer state at epoch 100 to ./logs/mbappe/D_1500.pth | |
2023-05-20 14:06:28,725 mbappe INFO ====> Epoch: 100 | |
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2023-05-20 14:08:15,200 mbappe INFO Train Epoch: 107 [67%] | |
2023-05-20 14:08:15,204 mbappe INFO [1600, 9.868365775378495e-05] | |
2023-05-20 14:08:15,204 mbappe INFO loss_disc=2.927, loss_gen=2.877, loss_fm=10.390,loss_mel=17.720, loss_kl=1.265 | |
2023-05-20 14:08:19,732 mbappe INFO ====> Epoch: 107 | |
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2023-05-20 14:11:46,018 mbappe INFO ====> Epoch: 120 | |
2023-05-20 14:11:47,918 mbappe INFO Train Epoch: 121 [0%] | |
2023-05-20 14:11:47,922 mbappe INFO [1800, 9.851110159840781e-05] | |
2023-05-20 14:11:47,922 mbappe INFO loss_disc=3.023, loss_gen=3.041, loss_fm=9.328,loss_mel=17.384, loss_kl=1.236 | |
2023-05-20 14:12:02,302 mbappe INFO ====> Epoch: 121 | |
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2023-05-20 14:12:49,121 mbappe INFO ====> Epoch: 124 | |
2023-05-20 14:13:04,691 mbappe INFO Saving model and optimizer state at epoch 125 to ./logs/mbappe/G_1875.pth | |
2023-05-20 14:13:11,004 mbappe INFO Saving model and optimizer state at epoch 125 to ./logs/mbappe/D_1875.pth | |
2023-05-20 14:13:13,430 mbappe INFO ====> Epoch: 125 | |
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2023-05-20 14:15:25,095 mbappe INFO Train Epoch: 134 [33%] | |
2023-05-20 14:15:25,098 mbappe INFO [2000, 9.835114106370493e-05] | |
2023-05-20 14:15:25,098 mbappe INFO loss_disc=2.799, loss_gen=2.811, loss_fm=10.178,loss_mel=17.586, loss_kl=1.170 | |
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2023-05-20 14:18:56,939 mbappe INFO Train Epoch: 147 [67%] | |
2023-05-20 14:18:56,940 mbappe INFO [2200, 9.819144027000834e-05] | |
2023-05-20 14:18:56,940 mbappe INFO loss_disc=2.819, loss_gen=3.499, loss_fm=10.097,loss_mel=17.580, loss_kl=1.312 | |
2023-05-20 14:19:01,470 mbappe INFO ====> Epoch: 147 | |
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2023-05-20 14:19:32,823 mbappe INFO ====> Epoch: 149 | |
2023-05-20 14:19:48,506 mbappe INFO Saving model and optimizer state at epoch 150 to ./logs/mbappe/G_2250.pth | |
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2023-05-20 14:19:55,841 mbappe INFO ====> Epoch: 150 | |
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2023-05-20 14:22:34,356 mbappe INFO [2400, 9.801974479570593e-05] | |
2023-05-20 14:22:34,356 mbappe INFO loss_disc=2.576, loss_gen=3.153, loss_fm=10.731,loss_mel=17.892, loss_kl=1.117 | |
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2023-05-20 14:26:06,389 mbappe INFO Train Epoch: 174 [33%] | |
2023-05-20 14:26:06,390 mbappe INFO [2600, 9.786058211724074e-05] | |
2023-05-20 14:26:06,390 mbappe INFO loss_disc=2.930, loss_gen=3.063, loss_fm=9.515,loss_mel=17.395, loss_kl=1.436 | |
2023-05-20 14:26:16,185 mbappe INFO ====> Epoch: 174 | |
2023-05-20 14:26:31,661 mbappe INFO Saving model and optimizer state at epoch 175 to ./logs/mbappe/G_2625.pth | |
2023-05-20 14:26:33,214 mbappe INFO Saving model and optimizer state at epoch 175 to ./logs/mbappe/D_2625.pth | |
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2023-05-20 14:29:41,966 mbappe INFO Train Epoch: 187 [67%] | |
2023-05-20 14:29:41,970 mbappe INFO [2800, 9.77016778842374e-05] | |
2023-05-20 14:29:41,970 mbappe INFO loss_disc=2.774, loss_gen=3.111, loss_fm=10.034,loss_mel=17.234, loss_kl=0.913 | |
2023-05-20 14:29:46,703 mbappe INFO ====> Epoch: 187 | |
2023-05-20 14:30:02,667 mbappe INFO ====> Epoch: 188 | |
2023-05-20 14:30:18,743 mbappe INFO ====> Epoch: 189 | |
2023-05-20 14:30:35,022 mbappe INFO ====> Epoch: 190 | |
2023-05-20 14:30:51,233 mbappe INFO ====> Epoch: 191 | |
2023-05-20 14:31:07,458 mbappe INFO ====> Epoch: 192 | |
2023-05-20 14:31:23,617 mbappe INFO ====> Epoch: 193 | |
2023-05-20 14:31:39,391 mbappe INFO ====> Epoch: 194 | |
2023-05-20 14:31:55,239 mbappe INFO ====> Epoch: 195 | |
2023-05-20 14:32:10,832 mbappe INFO ====> Epoch: 196 | |
2023-05-20 14:32:26,481 mbappe INFO ====> Epoch: 197 | |
2023-05-20 14:32:42,181 mbappe INFO ====> Epoch: 198 | |
2023-05-20 14:32:57,807 mbappe INFO ====> Epoch: 199 | |
2023-05-20 14:33:13,342 mbappe INFO Saving model and optimizer state at epoch 200 to ./logs/mbappe/G_3000.pth | |
2023-05-20 14:33:14,745 mbappe INFO Saving model and optimizer state at epoch 200 to ./logs/mbappe/D_3000.pth | |
2023-05-20 14:33:17,427 mbappe INFO ====> Epoch: 200 | |
2023-05-20 14:33:19,157 mbappe INFO Train Epoch: 201 [0%] | |
2023-05-20 14:33:19,160 mbappe INFO [3000, 9.753083879807726e-05] | |
2023-05-20 14:33:19,160 mbappe INFO loss_disc=2.330, loss_gen=3.481, loss_fm=11.368,loss_mel=16.320, loss_kl=0.617 | |
2023-05-20 14:33:33,853 mbappe INFO ====> Epoch: 201 | |
2023-05-20 14:33:49,498 mbappe INFO ====> Epoch: 202 | |
2023-05-20 14:34:05,185 mbappe INFO ====> Epoch: 203 | |
2023-05-20 14:34:20,773 mbappe INFO ====> Epoch: 204 | |
2023-05-20 14:34:36,282 mbappe INFO ====> Epoch: 205 | |
2023-05-20 14:34:51,992 mbappe INFO ====> Epoch: 206 | |
2023-05-20 14:35:07,886 mbappe INFO ====> Epoch: 207 | |
2023-05-20 14:35:23,908 mbappe INFO ====> Epoch: 208 | |
2023-05-20 14:35:39,837 mbappe INFO ====> Epoch: 209 | |
2023-05-20 14:35:55,833 mbappe INFO ====> Epoch: 210 | |
2023-05-20 14:36:11,957 mbappe INFO ====> Epoch: 211 | |
2023-05-20 14:36:27,784 mbappe INFO ====> Epoch: 212 | |
2023-05-20 14:36:43,733 mbappe INFO ====> Epoch: 213 | |
2023-05-20 14:36:50,586 mbappe INFO Train Epoch: 214 [33%] | |
2023-05-20 14:36:50,587 mbappe INFO [3200, 9.7372469996277e-05] | |
2023-05-20 14:36:50,587 mbappe INFO loss_disc=2.440, loss_gen=3.178, loss_fm=10.417,loss_mel=15.351, loss_kl=1.022 | |
2023-05-20 14:37:00,292 mbappe INFO ====> Epoch: 214 | |
2023-05-20 14:37:15,952 mbappe INFO ====> Epoch: 215 | |
2023-05-20 14:37:31,521 mbappe INFO ====> Epoch: 216 | |
2023-05-20 14:37:46,905 mbappe INFO ====> Epoch: 217 | |
2023-05-20 14:38:02,589 mbappe INFO ====> Epoch: 218 | |
2023-05-20 14:38:18,222 mbappe INFO ====> Epoch: 219 | |
2023-05-20 14:38:33,941 mbappe INFO ====> Epoch: 220 | |
2023-05-20 14:38:49,447 mbappe INFO ====> Epoch: 221 | |
2023-05-20 14:39:05,052 mbappe INFO ====> Epoch: 222 | |
2023-05-20 14:39:20,675 mbappe INFO ====> Epoch: 223 | |
2023-05-20 14:39:36,405 mbappe INFO ====> Epoch: 224 | |
2023-05-20 14:39:52,210 mbappe INFO Saving model and optimizer state at epoch 225 to ./logs/mbappe/G_3375.pth | |
2023-05-20 14:39:54,052 mbappe INFO Saving model and optimizer state at epoch 225 to ./logs/mbappe/D_3375.pth | |
2023-05-20 14:39:57,310 mbappe INFO ====> Epoch: 225 | |
2023-05-20 14:40:12,898 mbappe INFO ====> Epoch: 226 | |
2023-05-20 14:40:24,310 mbappe INFO Train Epoch: 227 [67%] | |
2023-05-20 14:40:24,310 mbappe INFO [3400, 9.721435835085619e-05] | |
2023-05-20 14:40:24,311 mbappe INFO loss_disc=2.795, loss_gen=3.082, loss_fm=9.515,loss_mel=16.457, loss_kl=1.034 | |
2023-05-20 14:40:29,326 mbappe INFO ====> Epoch: 227 | |
2023-05-20 14:40:45,121 mbappe INFO ====> Epoch: 228 | |
2023-05-20 14:41:01,136 mbappe INFO ====> Epoch: 229 | |
2023-05-20 14:41:17,175 mbappe INFO ====> Epoch: 230 | |
2023-05-20 14:41:33,281 mbappe INFO ====> Epoch: 231 | |
2023-05-20 14:41:49,386 mbappe INFO ====> Epoch: 232 | |
2023-05-20 14:42:05,439 mbappe INFO ====> Epoch: 233 | |
2023-05-20 14:42:21,471 mbappe INFO ====> Epoch: 234 | |
2023-05-20 14:42:37,040 mbappe INFO ====> Epoch: 235 | |
2023-05-20 14:42:52,657 mbappe INFO ====> Epoch: 236 | |
2023-05-20 14:43:08,164 mbappe INFO ====> Epoch: 237 | |
2023-05-20 14:43:23,745 mbappe INFO ====> Epoch: 238 | |
2023-05-20 14:43:39,482 mbappe INFO ====> Epoch: 239 | |
2023-05-20 14:43:55,087 mbappe INFO ====> Epoch: 240 | |
2023-05-20 14:43:56,939 mbappe INFO Train Epoch: 241 [0%] | |
2023-05-20 14:43:56,942 mbappe INFO [3600, 9.704437138131832e-05] | |
2023-05-20 14:43:56,942 mbappe INFO loss_disc=2.600, loss_gen=3.056, loss_fm=11.100,loss_mel=17.048, loss_kl=0.690 | |
2023-05-20 14:44:11,359 mbappe INFO ====> Epoch: 241 | |
2023-05-20 14:44:27,168 mbappe INFO ====> Epoch: 242 | |
2023-05-20 14:44:42,932 mbappe INFO ====> Epoch: 243 | |
2023-05-20 14:44:58,600 mbappe INFO ====> Epoch: 244 | |
2023-05-20 14:45:14,639 mbappe INFO ====> Epoch: 245 | |
2023-05-20 14:45:30,735 mbappe INFO ====> Epoch: 246 | |
2023-05-20 14:45:46,823 mbappe INFO ====> Epoch: 247 | |
2023-05-20 14:46:03,057 mbappe INFO ====> Epoch: 248 | |
2023-05-20 14:46:19,206 mbappe INFO ====> Epoch: 249 | |
2023-05-20 14:46:35,734 mbappe INFO Saving model and optimizer state at epoch 250 to ./logs/mbappe/G_3750.pth | |
2023-05-20 14:46:37,314 mbappe INFO Saving model and optimizer state at epoch 250 to ./logs/mbappe/D_3750.pth | |
2023-05-20 14:46:39,936 mbappe INFO ====> Epoch: 250 | |
2023-05-20 14:46:39,936 mbappe INFO Training is done. The program is closed. | |
2023-05-20 14:46:40,178 mbappe INFO saving final ckpt:Success. | |