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  1. .gitattributes +2 -0
  2. ClaraLaSan/ClaraLaSan.pth +3 -0
  3. ClaraLaSan/ClaraLaSan_e100_s2200.pth +3 -0
  4. ClaraLaSan/ClaraLaSan_e10_s220.pth +3 -0
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  28. ClaraLaSan/added_IVF2039_Flat_nprobe_1_ClaraLaSan_v2.index +3 -0
  29. ClaraLaSan/config.json +46 -0
  30. ClaraLaSan/train.log +433 -0
  31. ClaraLaSan/trained_IVF2039_Flat_nprobe_1_ClaraLaSan_v2.index +3 -0
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+ 2023-09-27 11:15:23,268 ClaraLaSan INFO {'train': {'log_interval': 200, 'seed': 1234, 'epochs': 20000, 'learning_rate': 0.0001, 'betas': [0.8, 0.99], 'eps': 1e-09, 'batch_size': 11, 'fp16_run': True, 'lr_decay': 0.999875, 'segment_size': 17280, 'init_lr_ratio': 1, 'warmup_epochs': 0, 'c_mel': 45, 'c_kl': 1.0}, 'data': {'max_wav_value': 32768.0, 'sampling_rate': 48000, 'filter_length': 2048, 'hop_length': 480, 'win_length': 2048, 'n_mel_channels': 128, 'mel_fmin': 0.0, 'mel_fmax': None, 'training_files': './logs\\ClaraLaSan/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': [12, 10, 2, 2], 'upsample_initial_channel': 512, 'upsample_kernel_sizes': [24, 20, 4, 4], 'use_spectral_norm': False, 'gin_channels': 256, 'spk_embed_dim': 109}, 'model_dir': './logs\\ClaraLaSan', 'experiment_dir': './logs\\ClaraLaSan', 'save_every_epoch': 10, 'name': 'ClaraLaSan', 'total_epoch': 250, 'pretrainG': 'pretrained_v2/f0G48k.pth', 'pretrainD': 'pretrained_v2/f0D48k.pth', 'version': 'v2', 'gpus': '0', 'sample_rate': '48k', 'if_f0': 1, 'if_latest': 0, 'save_every_weights': '1', 'if_cache_data_in_gpu': 1}
2
+ 2023-09-27 11:15:24,479 ClaraLaSan INFO loaded pretrained pretrained_v2/f0G48k.pth
3
+ 2023-09-27 11:15:24,632 ClaraLaSan INFO loaded pretrained pretrained_v2/f0D48k.pth
4
+ 2023-09-27 11:15:46,234 ClaraLaSan INFO Train Epoch: 1 [0%]
5
+ 2023-09-27 11:15:46,234 ClaraLaSan INFO [0, 0.0001]
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+ 2023-09-27 11:15:46,235 ClaraLaSan INFO loss_disc=4.047, loss_gen=2.937, loss_fm=14.534,loss_mel=34.975, loss_kl=9.000
7
+ 2023-09-27 11:16:08,042 ClaraLaSan INFO ====> Epoch: 1 [2023-09-27 11:16:08] | (0:00:25.097302)
8
+ 2023-09-27 11:16:29,282 ClaraLaSan INFO ====> Epoch: 2 [2023-09-27 11:16:29] | (0:00:21.236327)
9
+ 2023-09-27 11:16:50,854 ClaraLaSan INFO ====> Epoch: 3 [2023-09-27 11:16:50] | (0:00:21.568338)
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+ 2023-09-27 11:16:58,381 ClaraLaSan INFO Train Epoch: 4 [30%]
11
+ 2023-09-27 11:16:58,381 ClaraLaSan INFO [200, 9.996250468730469e-05]
12
+ 2023-09-27 11:16:58,382 ClaraLaSan INFO loss_disc=3.548, loss_gen=3.891, loss_fm=13.343,loss_mel=24.957, loss_kl=2.175
13
+ 2023-09-27 11:17:12,373 ClaraLaSan INFO ====> Epoch: 4 [2023-09-27 11:17:12] | (0:00:21.515663)
14
+ 2023-09-27 11:18:18,098 ClaraLaSan INFO {'train': {'log_interval': 200, 'seed': 1234, 'epochs': 20000, 'learning_rate': 0.0001, 'betas': [0.8, 0.99], 'eps': 1e-09, 'batch_size': 40, 'fp16_run': True, 'lr_decay': 0.999875, 'segment_size': 17280, 'init_lr_ratio': 1, 'warmup_epochs': 0, 'c_mel': 45, 'c_kl': 1.0}, 'data': {'max_wav_value': 32768.0, 'sampling_rate': 48000, 'filter_length': 2048, 'hop_length': 480, 'win_length': 2048, 'n_mel_channels': 128, 'mel_fmin': 0.0, 'mel_fmax': None, 'training_files': './logs\\ClaraLaSan/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': [12, 10, 2, 2], 'upsample_initial_channel': 512, 'upsample_kernel_sizes': [24, 20, 4, 4], 'use_spectral_norm': False, 'gin_channels': 256, 'spk_embed_dim': 109}, 'model_dir': './logs\\ClaraLaSan', 'experiment_dir': './logs\\ClaraLaSan', 'save_every_epoch': 10, 'name': 'ClaraLaSan', 'total_epoch': 250, 'pretrainG': 'pretrained_v2/f0G48k.pth', 'pretrainD': 'pretrained_v2/f0D48k.pth', 'version': 'v2', 'gpus': '0', 'sample_rate': '48k', 'if_f0': 1, 'if_latest': 0, 'save_every_weights': '1', 'if_cache_data_in_gpu': 1}
15
+ 2023-09-27 11:18:19,245 ClaraLaSan INFO loaded pretrained pretrained_v2/f0G48k.pth
16
+ 2023-09-27 11:18:19,394 ClaraLaSan INFO loaded pretrained pretrained_v2/f0D48k.pth
17
+ 2023-09-27 11:18:37,033 ClaraLaSan INFO Train Epoch: 1 [0%]
18
+ 2023-09-27 11:18:37,033 ClaraLaSan INFO [0, 0.0001]
19
+ 2023-09-27 11:18:37,034 ClaraLaSan INFO loss_disc=4.133, loss_gen=2.925, loss_fm=12.957,loss_mel=34.528, loss_kl=9.000
20
+ 2023-09-27 11:21:51,296 ClaraLaSan INFO {'train': {'log_interval': 200, 'seed': 1234, 'epochs': 20000, 'learning_rate': 0.0001, 'betas': [0.8, 0.99], 'eps': 1e-09, 'batch_size': 32, 'fp16_run': True, 'lr_decay': 0.999875, 'segment_size': 17280, 'init_lr_ratio': 1, 'warmup_epochs': 0, 'c_mel': 45, 'c_kl': 1.0}, 'data': {'max_wav_value': 32768.0, 'sampling_rate': 48000, 'filter_length': 2048, 'hop_length': 480, 'win_length': 2048, 'n_mel_channels': 128, 'mel_fmin': 0.0, 'mel_fmax': None, 'training_files': './logs\\ClaraLaSan/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': [12, 10, 2, 2], 'upsample_initial_channel': 512, 'upsample_kernel_sizes': [24, 20, 4, 4], 'use_spectral_norm': False, 'gin_channels': 256, 'spk_embed_dim': 109}, 'model_dir': './logs\\ClaraLaSan', 'experiment_dir': './logs\\ClaraLaSan', 'save_every_epoch': 10, 'name': 'ClaraLaSan', 'total_epoch': 250, 'pretrainG': 'pretrained_v2/f0G48k.pth', 'pretrainD': 'pretrained_v2/f0D48k.pth', 'version': 'v2', 'gpus': '0', 'sample_rate': '48k', 'if_f0': 1, 'if_latest': 0, 'save_every_weights': '1', 'if_cache_data_in_gpu': 1}
21
+ 2023-09-27 11:21:52,478 ClaraLaSan INFO loaded pretrained pretrained_v2/f0G48k.pth
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+ 2023-09-27 11:21:52,622 ClaraLaSan INFO loaded pretrained pretrained_v2/f0D48k.pth
23
+ 2023-09-27 11:22:09,423 ClaraLaSan INFO Train Epoch: 1 [0%]
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+ 2023-09-27 11:22:09,424 ClaraLaSan INFO [0, 0.0001]
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+ 2023-09-27 11:22:09,424 ClaraLaSan INFO loss_disc=4.092, loss_gen=2.961, loss_fm=13.685,loss_mel=35.751, loss_kl=9.000
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+ 2023-09-27 11:22:21,700 ClaraLaSan INFO ====> Epoch: 1 [2023-09-27 11:22:21] | (0:00:15.840204)
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+ 2023-09-27 11:22:33,476 ClaraLaSan INFO ====> Epoch: 2 [2023-09-27 11:22:33] | (0:00:11.771459)
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+ 2023-09-27 11:22:45,217 ClaraLaSan INFO ====> Epoch: 3 [2023-09-27 11:22:45] | (0:00:11.737287)
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+ 2023-09-27 11:22:57,008 ClaraLaSan INFO ====> Epoch: 4 [2023-09-27 11:22:57] | (0:00:11.788871)
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+ 2023-09-27 11:23:09,213 ClaraLaSan INFO ====> Epoch: 5 [2023-09-27 11:23:09] | (0:00:12.201995)
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+ 2023-09-27 11:23:21,591 ClaraLaSan INFO ====> Epoch: 6 [2023-09-27 11:23:21] | (0:00:12.375062)
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+ 2023-09-27 11:23:33,825 ClaraLaSan INFO ====> Epoch: 7 [2023-09-27 11:23:33] | (0:00:12.230296)
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+ 2023-09-27 11:23:46,251 ClaraLaSan INFO ====> Epoch: 8 [2023-09-27 11:23:46] | (0:00:12.423073)
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+ 2023-09-27 11:23:58,333 ClaraLaSan INFO ====> Epoch: 9 [2023-09-27 11:23:58] | (0:00:12.078244)
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+ 2023-09-27 11:23:59,981 ClaraLaSan INFO Train Epoch: 10 [14%]
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+ 2023-09-27 11:23:59,982 ClaraLaSan INFO [200, 9.98875562335968e-05]
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+ 2023-09-27 11:23:59,982 ClaraLaSan INFO loss_disc=3.520, loss_gen=4.033, loss_fm=13.418,loss_mel=23.333, loss_kl=1.891
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+ 2023-09-27 11:24:10,546 ClaraLaSan INFO Saving model and optimizer state at epoch 10 to ./logs\ClaraLaSan\G_220.pth
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+ 2023-09-27 11:24:11,211 ClaraLaSan INFO Saving model and optimizer state at epoch 10 to ./logs\ClaraLaSan\D_220.pth
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+ 2023-09-27 11:24:12,305 ClaraLaSan INFO saving ckpt ClaraLaSan_e10:Success.
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+ 2023-09-27 11:24:12,305 ClaraLaSan INFO ====> Epoch: 10 [2023-09-27 11:24:12] | (0:00:13.968705)
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+ 2023-09-27 11:24:24,350 ClaraLaSan INFO ====> Epoch: 11 [2023-09-27 11:24:24] | (0:00:12.039909)
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+ 2023-09-27 11:24:36,176 ClaraLaSan INFO ====> Epoch: 12 [2023-09-27 11:24:36] | (0:00:11.823743)
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+ 2023-09-27 11:24:48,063 ClaraLaSan INFO ====> Epoch: 13 [2023-09-27 11:24:48] | (0:00:11.884208)
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+ 2023-09-27 11:24:59,968 ClaraLaSan INFO ====> Epoch: 14 [2023-09-27 11:24:59] | (0:00:11.902514)
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+ 2023-09-27 11:25:12,179 ClaraLaSan INFO ====> Epoch: 15 [2023-09-27 11:25:12] | (0:00:12.208066)
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+ 2023-09-27 11:25:24,208 ClaraLaSan INFO ====> Epoch: 16 [2023-09-27 11:25:24] | (0:00:12.025851)
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+ 2023-09-27 11:25:35,992 ClaraLaSan INFO ====> Epoch: 17 [2023-09-27 11:25:35] | (0:00:11.780478)
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+ 2023-09-27 11:25:47,972 ClaraLaSan INFO ====> Epoch: 18 [2023-09-27 11:25:47] | (0:00:11.976966)
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+ 2023-09-27 11:25:50,739 ClaraLaSan INFO Train Epoch: 19 [32%]
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+ 2023-09-27 11:25:50,739 ClaraLaSan INFO [400, 9.977523890319963e-05]
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+ 2023-09-27 11:25:50,741 ClaraLaSan INFO loss_disc=3.562, loss_gen=3.718, loss_fm=14.001,loss_mel=22.933, loss_kl=1.684
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+ 2023-09-27 11:25:59,999 ClaraLaSan INFO ====> Epoch: 19 [2023-09-27 11:25:59] | (0:00:12.024580)
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+ 2023-09-27 11:26:11,557 ClaraLaSan INFO Saving model and optimizer state at epoch 20 to ./logs\ClaraLaSan\G_440.pth
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+ 2023-09-27 11:26:12,149 ClaraLaSan INFO Saving model and optimizer state at epoch 20 to ./logs\ClaraLaSan\D_440.pth
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+ 2023-09-27 11:26:13,087 ClaraLaSan INFO saving ckpt ClaraLaSan_e20:Success.
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+ 2023-09-27 11:26:13,088 ClaraLaSan INFO ====> Epoch: 20 [2023-09-27 11:26:13] | (0:00:13.084457)
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+ 2023-09-27 11:26:24,728 ClaraLaSan INFO ====> Epoch: 21 [2023-09-27 11:26:24] | (0:00:11.636704)
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+ 2023-09-27 11:26:36,390 ClaraLaSan INFO ====> Epoch: 22 [2023-09-27 11:26:36] | (0:00:11.658444)
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+ 2023-09-27 11:26:47,922 ClaraLaSan INFO ====> Epoch: 23 [2023-09-27 11:26:47] | (0:00:11.528483)
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+ 2023-09-27 11:26:59,336 ClaraLaSan INFO ====> Epoch: 24 [2023-09-27 11:26:59] | (0:00:11.411318)
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+ 2023-09-27 11:27:10,866 ClaraLaSan INFO ====> Epoch: 25 [2023-09-27 11:27:10] | (0:00:11.525777)
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+ 2023-09-27 11:27:22,499 ClaraLaSan INFO ====> Epoch: 26 [2023-09-27 11:27:22] | (0:00:11.630422)
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+ 2023-09-27 11:27:34,053 ClaraLaSan INFO ====> Epoch: 27 [2023-09-27 11:27:34] | (0:00:11.551210)
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+ 2023-09-27 11:27:37,690 ClaraLaSan INFO Train Epoch: 28 [18%]
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+ 2023-09-27 11:27:37,690 ClaraLaSan INFO [600, 9.966304786663908e-05]
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+ 2023-09-27 11:27:37,692 ClaraLaSan INFO loss_disc=3.398, loss_gen=4.206, loss_fm=13.714,loss_mel=23.031, loss_kl=1.516
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+ 2023-09-27 11:27:45,962 ClaraLaSan INFO ====> Epoch: 28 [2023-09-27 11:27:45] | (0:00:11.905115)
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+ 2023-09-27 11:27:57,479 ClaraLaSan INFO ====> Epoch: 29 [2023-09-27 11:27:57] | (0:00:11.512632)
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+ 2023-09-27 11:28:09,079 ClaraLaSan INFO Saving model and optimizer state at epoch 30 to ./logs\ClaraLaSan\G_660.pth
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+ 2023-09-27 11:28:09,689 ClaraLaSan INFO Saving model and optimizer state at epoch 30 to ./logs\ClaraLaSan\D_660.pth
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+ 2023-09-27 11:28:10,863 ClaraLaSan INFO saving ckpt ClaraLaSan_e30:Success.
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+ 2023-09-27 11:28:10,863 ClaraLaSan INFO ====> Epoch: 30 [2023-09-27 11:28:10] | (0:00:13.380984)
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+ 2023-09-27 11:28:22,578 ClaraLaSan INFO ====> Epoch: 31 [2023-09-27 11:28:22] | (0:00:11.711336)
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+ 2023-09-27 11:28:34,149 ClaraLaSan INFO ====> Epoch: 32 [2023-09-27 11:28:34] | (0:00:11.568026)
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+ 2023-09-27 11:28:45,467 ClaraLaSan INFO ====> Epoch: 33 [2023-09-27 11:28:45] | (0:00:11.314319)
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+ 2023-09-27 11:28:56,960 ClaraLaSan INFO ====> Epoch: 34 [2023-09-27 11:28:56] | (0:00:11.490653)
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+ 2023-09-27 11:29:10,680 ClaraLaSan INFO ====> Epoch: 35 [2023-09-27 11:29:10] | (0:00:13.716208)
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+ 2023-09-27 11:29:22,295 ClaraLaSan INFO ====> Epoch: 36 [2023-09-27 11:29:22] | (0:00:11.612131)
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+ 2023-09-27 11:29:26,988 ClaraLaSan INFO Train Epoch: 37 [68%]
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+ 2023-09-27 11:29:26,989 ClaraLaSan INFO [800, 9.95509829819056e-05]
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+ 2023-09-27 11:29:26,990 ClaraLaSan INFO loss_disc=3.206, loss_gen=4.040, loss_fm=14.072,loss_mel=21.634, loss_kl=1.530
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+ 2023-09-27 11:29:34,158 ClaraLaSan INFO ====> Epoch: 37 [2023-09-27 11:29:34] | (0:00:11.859772)
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+ 2023-09-27 11:29:45,778 ClaraLaSan INFO ====> Epoch: 38 [2023-09-27 11:29:45] | (0:00:11.614431)
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+ 2023-09-27 11:29:57,674 ClaraLaSan INFO ====> Epoch: 39 [2023-09-27 11:29:57] | (0:00:11.892697)
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+ 2023-09-27 11:30:09,365 ClaraLaSan INFO Saving model and optimizer state at epoch 40 to ./logs\ClaraLaSan\G_880.pth
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+ 2023-09-27 11:30:09,969 ClaraLaSan INFO Saving model and optimizer state at epoch 40 to ./logs\ClaraLaSan\D_880.pth
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+ 2023-09-27 11:30:11,235 ClaraLaSan INFO saving ckpt ClaraLaSan_e40:Success.
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+ 2023-09-27 11:30:11,235 ClaraLaSan INFO ====> Epoch: 40 [2023-09-27 11:30:11] | (0:00:13.558384)
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+ 2023-09-27 11:30:22,994 ClaraLaSan INFO ====> Epoch: 41 [2023-09-27 11:30:22] | (0:00:11.755031)
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+ 2023-09-27 11:30:34,626 ClaraLaSan INFO ====> Epoch: 42 [2023-09-27 11:30:34] | (0:00:11.628542)
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+ 2023-09-27 11:30:46,147 ClaraLaSan INFO ====> Epoch: 43 [2023-09-27 11:30:46] | (0:00:11.517553)
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+ 2023-09-27 11:30:57,610 ClaraLaSan INFO ====> Epoch: 44 [2023-09-27 11:30:57] | (0:00:11.459213)
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+ 2023-09-27 11:31:09,084 ClaraLaSan INFO ====> Epoch: 45 [2023-09-27 11:31:09] | (0:00:11.471394)
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+ 2023-09-27 11:31:15,087 ClaraLaSan INFO Train Epoch: 46 [0%]
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+ 2023-09-27 11:31:15,088 ClaraLaSan INFO [1000, 9.943904410714931e-05]
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+ 2023-09-27 11:31:15,088 ClaraLaSan INFO loss_disc=3.162, loss_gen=4.253, loss_fm=15.211,loss_mel=22.841, loss_kl=1.530
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+ 2023-09-27 11:31:21,307 ClaraLaSan INFO ====> Epoch: 46 [2023-09-27 11:31:21] | (0:00:12.219891)
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+ 2023-09-27 11:31:32,868 ClaraLaSan INFO ====> Epoch: 47 [2023-09-27 11:31:32] | (0:00:11.556510)
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+ 2023-09-27 11:31:44,497 ClaraLaSan INFO ====> Epoch: 48 [2023-09-27 11:31:44] | (0:00:11.625275)
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+ 2023-09-27 11:31:55,848 ClaraLaSan INFO ====> Epoch: 49 [2023-09-27 11:31:55] | (0:00:11.347244)
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+ 2023-09-27 11:32:07,235 ClaraLaSan INFO Saving model and optimizer state at epoch 50 to ./logs\ClaraLaSan\G_1100.pth
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+ 2023-09-27 11:32:07,845 ClaraLaSan INFO Saving model and optimizer state at epoch 50 to ./logs\ClaraLaSan\D_1100.pth
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+ 2023-09-27 11:32:08,851 ClaraLaSan INFO saving ckpt ClaraLaSan_e50:Success.
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+ 2023-09-27 11:32:08,852 ClaraLaSan INFO ====> Epoch: 50 [2023-09-27 11:32:08] | (0:00:13.001005)
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+ 2023-09-27 11:32:20,492 ClaraLaSan INFO ====> Epoch: 51 [2023-09-27 11:32:20] | (0:00:11.636461)
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+ 2023-09-27 11:32:32,179 ClaraLaSan INFO ====> Epoch: 52 [2023-09-27 11:32:32] | (0:00:11.684931)
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+ 2023-09-27 11:32:43,917 ClaraLaSan INFO ====> Epoch: 53 [2023-09-27 11:32:43] | (0:00:11.734301)
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+ 2023-09-27 11:32:55,333 ClaraLaSan INFO ====> Epoch: 54 [2023-09-27 11:32:55] | (0:00:11.413085)
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+ 2023-09-27 11:33:02,082 ClaraLaSan INFO Train Epoch: 55 [55%]
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+ 2023-09-27 11:33:02,082 ClaraLaSan INFO [1200, 9.932723110067987e-05]
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+ 2023-09-27 11:33:02,083 ClaraLaSan INFO loss_disc=3.171, loss_gen=4.375, loss_fm=15.362,loss_mel=21.642, loss_kl=1.260
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+ 2023-09-27 11:33:06,966 ClaraLaSan INFO ====> Epoch: 55 [2023-09-27 11:33:06] | (0:00:11.629715)
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+ 2023-09-27 11:33:18,297 ClaraLaSan INFO ====> Epoch: 56 [2023-09-27 11:33:18] | (0:00:11.326674)
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+ 2023-09-27 11:33:29,904 ClaraLaSan INFO ====> Epoch: 57 [2023-09-27 11:33:29] | (0:00:11.603705)
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+ 2023-09-27 11:33:41,553 ClaraLaSan INFO ====> Epoch: 58 [2023-09-27 11:33:41] | (0:00:11.646268)
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+ 2023-09-27 11:33:53,135 ClaraLaSan INFO ====> Epoch: 59 [2023-09-27 11:33:53] | (0:00:11.578006)
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+ 2023-09-27 11:34:04,993 ClaraLaSan INFO Saving model and optimizer state at epoch 60 to ./logs\ClaraLaSan\G_1320.pth
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+ 2023-09-27 11:34:05,619 ClaraLaSan INFO Saving model and optimizer state at epoch 60 to ./logs\ClaraLaSan\D_1320.pth
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+ 2023-09-27 11:34:06,593 ClaraLaSan INFO saving ckpt ClaraLaSan_e60:Success.
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+ 2023-09-27 11:34:06,594 ClaraLaSan INFO ====> Epoch: 60 [2023-09-27 11:34:06] | (0:00:13.457092)
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+ 2023-09-27 11:34:18,439 ClaraLaSan INFO ====> Epoch: 61 [2023-09-27 11:34:18] | (0:00:11.841292)
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+ 2023-09-27 11:34:30,179 ClaraLaSan INFO ====> Epoch: 62 [2023-09-27 11:34:30] | (0:00:11.736334)
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+ 2023-09-27 11:34:42,375 ClaraLaSan INFO ====> Epoch: 63 [2023-09-27 11:34:42] | (0:00:12.193640)
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+ 2023-09-27 11:34:50,273 ClaraLaSan INFO Train Epoch: 64 [68%]
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+ 2023-09-27 11:34:50,273 ClaraLaSan INFO [1400, 9.921554382096622e-05]
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+ 2023-09-27 11:34:50,274 ClaraLaSan INFO loss_disc=3.126, loss_gen=4.375, loss_fm=14.728,loss_mel=21.446, loss_kl=1.528
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+ 2023-09-27 11:34:54,112 ClaraLaSan INFO ====> Epoch: 64 [2023-09-27 11:34:54] | (0:00:11.735351)
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+ 2023-09-27 11:35:06,399 ClaraLaSan INFO ====> Epoch: 65 [2023-09-27 11:35:06] | (0:00:12.282990)
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+ 2023-09-27 11:35:18,857 ClaraLaSan INFO ====> Epoch: 66 [2023-09-27 11:35:18] | (0:00:12.452201)
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+ 2023-09-27 11:35:30,605 ClaraLaSan INFO ====> Epoch: 67 [2023-09-27 11:35:30] | (0:00:11.745865)
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+ 2023-09-27 11:35:42,504 ClaraLaSan INFO ====> Epoch: 68 [2023-09-27 11:35:42] | (0:00:11.894137)
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+ 2023-09-27 11:35:53,924 ClaraLaSan INFO ====> Epoch: 69 [2023-09-27 11:35:53] | (0:00:11.417571)
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+ 2023-09-27 11:36:05,480 ClaraLaSan INFO Saving model and optimizer state at epoch 70 to ./logs\ClaraLaSan\G_1540.pth
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+ 2023-09-27 11:36:15,089 ClaraLaSan INFO Saving model and optimizer state at epoch 70 to ./logs\ClaraLaSan\D_1540.pth
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+ 2023-09-27 11:36:27,835 ClaraLaSan INFO saving ckpt ClaraLaSan_e70:Success.
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+ 2023-09-27 11:36:27,835 ClaraLaSan INFO ====> Epoch: 70 [2023-09-27 11:36:27] | (0:00:33.907274)
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+ 2023-09-27 11:36:39,538 ClaraLaSan INFO ====> Epoch: 71 [2023-09-27 11:36:39] | (0:00:11.698889)
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+ 2023-09-27 11:36:51,073 ClaraLaSan INFO ====> Epoch: 72 [2023-09-27 11:36:51] | (0:00:11.532272)
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+ 2023-09-27 11:37:00,143 ClaraLaSan INFO Train Epoch: 73 [59%]
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+ 2023-09-27 11:37:00,143 ClaraLaSan INFO [1600, 9.910398212663652e-05]
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+ 2023-09-27 11:37:00,144 ClaraLaSan INFO loss_disc=3.081, loss_gen=4.416, loss_fm=15.518,loss_mel=21.548, loss_kl=1.167
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+ 2023-09-27 11:37:02,996 ClaraLaSan INFO ====> Epoch: 73 [2023-09-27 11:37:02] | (0:00:11.919017)
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+ 2023-09-27 11:37:14,757 ClaraLaSan INFO ====> Epoch: 74 [2023-09-27 11:37:14] | (0:00:11.757030)
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+ 2023-09-27 11:37:26,162 ClaraLaSan INFO ====> Epoch: 75 [2023-09-27 11:37:26] | (0:00:11.401998)
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+ 2023-09-27 11:37:37,477 ClaraLaSan INFO ====> Epoch: 76 [2023-09-27 11:37:37] | (0:00:11.311476)
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+ 2023-09-27 11:37:48,796 ClaraLaSan INFO ====> Epoch: 77 [2023-09-27 11:37:48] | (0:00:11.316516)
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+ 2023-09-27 11:38:00,157 ClaraLaSan INFO ====> Epoch: 78 [2023-09-27 11:38:00] | (0:00:11.357750)
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+ 2023-09-27 11:38:11,479 ClaraLaSan INFO ====> Epoch: 79 [2023-09-27 11:38:11] | (0:00:11.319307)
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+ 2023-09-27 11:38:22,858 ClaraLaSan INFO Saving model and optimizer state at epoch 80 to ./logs\ClaraLaSan\G_1760.pth
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+ 2023-09-27 11:38:23,466 ClaraLaSan INFO Saving model and optimizer state at epoch 80 to ./logs\ClaraLaSan\D_1760.pth
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+ 2023-09-27 11:38:25,107 ClaraLaSan INFO saving ckpt ClaraLaSan_e80:Success.
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+ 2023-09-27 11:38:25,107 ClaraLaSan INFO ====> Epoch: 80 [2023-09-27 11:38:25] | (0:00:13.624852)
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+ 2023-09-27 11:38:36,526 ClaraLaSan INFO ====> Epoch: 81 [2023-09-27 11:38:36] | (0:00:11.414886)
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+ 2023-09-27 11:38:46,145 ClaraLaSan INFO Train Epoch: 82 [27%]
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+ 2023-09-27 11:38:46,147 ClaraLaSan INFO [1800, 9.899254587647776e-05]
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+ 2023-09-27 11:38:46,147 ClaraLaSan INFO loss_disc=3.078, loss_gen=4.207, loss_fm=16.283,loss_mel=21.145, loss_kl=1.016
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+ 2023-09-27 11:38:47,935 ClaraLaSan INFO ====> Epoch: 82 [2023-09-27 11:38:47] | (0:00:11.405946)
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+ 2023-09-27 11:38:59,239 ClaraLaSan INFO ====> Epoch: 83 [2023-09-27 11:38:59] | (0:00:11.298636)
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+ 2023-09-27 11:39:10,681 ClaraLaSan INFO ====> Epoch: 84 [2023-09-27 11:39:10] | (0:00:11.437833)
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+ 2023-09-27 11:39:22,021 ClaraLaSan INFO ====> Epoch: 85 [2023-09-27 11:39:22] | (0:00:11.337329)
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+ 2023-09-27 11:39:33,350 ClaraLaSan INFO ====> Epoch: 86 [2023-09-27 11:39:33] | (0:00:11.325786)
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+ 2023-09-27 11:39:44,665 ClaraLaSan INFO ====> Epoch: 87 [2023-09-27 11:39:44] | (0:00:11.312053)
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+ 2023-09-27 11:39:56,018 ClaraLaSan INFO ====> Epoch: 88 [2023-09-27 11:39:56] | (0:00:11.350848)
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+ 2023-09-27 11:40:07,243 ClaraLaSan INFO ====> Epoch: 89 [2023-09-27 11:40:07] | (0:00:11.220831)
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+ 2023-09-27 11:40:18,494 ClaraLaSan INFO Saving model and optimizer state at epoch 90 to ./logs\ClaraLaSan\G_1980.pth
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+ 2023-09-27 11:40:19,096 ClaraLaSan INFO Saving model and optimizer state at epoch 90 to ./logs\ClaraLaSan\D_1980.pth
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+ 2023-09-27 11:40:20,811 ClaraLaSan INFO saving ckpt ClaraLaSan_e90:Success.
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+ 2023-09-27 11:40:20,812 ClaraLaSan INFO ====> Epoch: 90 [2023-09-27 11:40:20] | (0:00:13.565496)
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+ 2023-09-27 11:40:31,711 ClaraLaSan INFO Train Epoch: 91 [45%]
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+ 2023-09-27 11:40:31,713 ClaraLaSan INFO [2000, 9.888123492943583e-05]
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+ 2023-09-27 11:40:31,713 ClaraLaSan INFO loss_disc=3.097, loss_gen=4.212, loss_fm=14.732,loss_mel=20.295, loss_kl=1.122
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+ 2023-09-27 11:40:32,489 ClaraLaSan INFO ====> Epoch: 91 [2023-09-27 11:40:32] | (0:00:11.674845)
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+ 2023-09-27 11:40:43,775 ClaraLaSan INFO ====> Epoch: 92 [2023-09-27 11:40:43] | (0:00:11.280998)
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+ 2023-09-27 11:40:55,081 ClaraLaSan INFO ====> Epoch: 93 [2023-09-27 11:40:55] | (0:00:11.303462)
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+ 2023-09-27 11:41:06,530 ClaraLaSan INFO ====> Epoch: 94 [2023-09-27 11:41:06] | (0:00:11.445587)
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+ 2023-09-27 11:41:17,812 ClaraLaSan INFO ====> Epoch: 95 [2023-09-27 11:41:17] | (0:00:11.278178)
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+ 2023-09-27 11:41:29,212 ClaraLaSan INFO ====> Epoch: 96 [2023-09-27 11:41:29] | (0:00:11.397755)
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+ 2023-09-27 11:41:40,647 ClaraLaSan INFO ====> Epoch: 97 [2023-09-27 11:41:40] | (0:00:11.431884)
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+ 2023-09-27 11:41:52,133 ClaraLaSan INFO ====> Epoch: 98 [2023-09-27 11:41:52] | (0:00:11.482783)
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+ 2023-09-27 11:42:03,406 ClaraLaSan INFO ====> Epoch: 99 [2023-09-27 11:42:03] | (0:00:11.269933)
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+ 2023-09-27 11:42:14,725 ClaraLaSan INFO Saving model and optimizer state at epoch 100 to ./logs\ClaraLaSan\G_2200.pth
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+ 2023-09-27 11:42:15,320 ClaraLaSan INFO Saving model and optimizer state at epoch 100 to ./logs\ClaraLaSan\D_2200.pth
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+ 2023-09-27 11:42:16,430 ClaraLaSan INFO saving ckpt ClaraLaSan_e100:Success.
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+ 2023-09-27 11:42:16,430 ClaraLaSan INFO ====> Epoch: 100 [2023-09-27 11:42:16] | (0:00:13.020327)
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+ 2023-09-27 11:42:17,004 ClaraLaSan INFO Train Epoch: 101 [64%]
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+ 2023-09-27 11:42:17,005 ClaraLaSan INFO [2200, 9.875770288847208e-05]
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+ 2023-09-27 11:42:17,006 ClaraLaSan INFO loss_disc=3.031, loss_gen=4.368, loss_fm=15.225,loss_mel=20.803, loss_kl=1.240
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+ 2023-09-27 11:42:28,054 ClaraLaSan INFO ====> Epoch: 101 [2023-09-27 11:42:28] | (0:00:11.619106)
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+ 2023-09-27 11:42:50,672 ClaraLaSan INFO ====> Epoch: 103 [2023-09-27 11:42:50] | (0:00:11.311693)
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+ 2023-09-27 11:43:01,967 ClaraLaSan INFO ====> Epoch: 104 [2023-09-27 11:43:01] | (0:00:11.291521)
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+ 2023-09-27 11:43:13,333 ClaraLaSan INFO ====> Epoch: 105 [2023-09-27 11:43:13] | (0:00:11.362099)
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+ 2023-09-27 11:43:24,734 ClaraLaSan INFO ====> Epoch: 106 [2023-09-27 11:43:24] | (0:00:11.398086)
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+ 2023-09-27 11:43:36,094 ClaraLaSan INFO ====> Epoch: 107 [2023-09-27 11:43:36] | (0:00:11.357773)
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+ 2023-09-27 11:43:47,308 ClaraLaSan INFO ====> Epoch: 108 [2023-09-27 11:43:47] | (0:00:11.211026)
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+ 2023-09-27 11:44:01,287 ClaraLaSan INFO ====> Epoch: 109 [2023-09-27 11:44:01] | (0:00:13.974968)
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+ 2023-09-27 11:44:03,102 ClaraLaSan INFO Train Epoch: 110 [9%]
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+ 2023-09-27 11:44:03,103 ClaraLaSan INFO [2400, 9.864665600773098e-05]
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+ 2023-09-27 11:44:03,104 ClaraLaSan INFO loss_disc=2.966, loss_gen=4.704, loss_fm=15.595,loss_mel=21.228, loss_kl=1.038
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+ 2023-09-27 11:44:13,055 ClaraLaSan INFO Saving model and optimizer state at epoch 110 to ./logs\ClaraLaSan\G_2420.pth
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+ 2023-09-27 11:44:13,665 ClaraLaSan INFO Saving model and optimizer state at epoch 110 to ./logs\ClaraLaSan\D_2420.pth
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+ 2023-09-27 11:44:14,962 ClaraLaSan INFO saving ckpt ClaraLaSan_e110:Success.
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+ 2023-09-27 11:44:14,962 ClaraLaSan INFO ====> Epoch: 110 [2023-09-27 11:44:14] | (0:00:13.671896)
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+ 2023-09-27 11:44:26,443 ClaraLaSan INFO ====> Epoch: 111 [2023-09-27 11:44:26] | (0:00:11.475586)
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+ 2023-09-27 11:44:37,803 ClaraLaSan INFO ====> Epoch: 112 [2023-09-27 11:44:37] | (0:00:11.357322)
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+ 2023-09-27 11:44:50,853 ClaraLaSan INFO ====> Epoch: 113 [2023-09-27 11:44:50] | (0:00:13.045858)
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+ 2023-09-27 11:45:02,720 ClaraLaSan INFO ====> Epoch: 114 [2023-09-27 11:45:02] | (0:00:11.864549)
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+ 2023-09-27 11:45:14,155 ClaraLaSan INFO ====> Epoch: 115 [2023-09-27 11:45:14] | (0:00:11.431461)
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+ 2023-09-27 11:45:25,510 ClaraLaSan INFO ====> Epoch: 116 [2023-09-27 11:45:25] | (0:00:11.351352)
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+ 2023-09-27 11:45:36,849 ClaraLaSan INFO ====> Epoch: 117 [2023-09-27 11:45:36] | (0:00:11.335979)
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+ 2023-09-27 11:45:48,203 ClaraLaSan INFO ====> Epoch: 118 [2023-09-27 11:45:48] | (0:00:11.350739)
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+ 2023-09-27 11:45:50,923 ClaraLaSan INFO Train Epoch: 119 [73%]
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+ 2023-09-27 11:45:50,924 ClaraLaSan INFO [2600, 9.853573399228505e-05]
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+ 2023-09-27 11:45:50,925 ClaraLaSan INFO loss_disc=3.002, loss_gen=4.636, loss_fm=15.756,loss_mel=20.050, loss_kl=1.035
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+ 2023-09-27 11:46:00,149 ClaraLaSan INFO ====> Epoch: 119 [2023-09-27 11:46:00] | (0:00:11.943475)
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+ 2023-09-27 11:46:11,890 ClaraLaSan INFO Saving model and optimizer state at epoch 120 to ./logs\ClaraLaSan\G_2640.pth
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+ 2023-09-27 11:46:12,583 ClaraLaSan INFO Saving model and optimizer state at epoch 120 to ./logs\ClaraLaSan\D_2640.pth
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+ 2023-09-27 11:46:13,576 ClaraLaSan INFO saving ckpt ClaraLaSan_e120:Success.
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+ 2023-09-27 11:46:13,576 ClaraLaSan INFO ====> Epoch: 120 [2023-09-27 11:46:13] | (0:00:13.422284)
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+ 2023-09-27 11:46:25,096 ClaraLaSan INFO ====> Epoch: 121 [2023-09-27 11:46:25] | (0:00:11.515805)
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+ 2023-09-27 11:46:36,699 ClaraLaSan INFO ====> Epoch: 122 [2023-09-27 11:46:36] | (0:00:11.599479)
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+ 2023-09-27 11:46:48,232 ClaraLaSan INFO ====> Epoch: 123 [2023-09-27 11:46:48] | (0:00:11.530026)
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+ 2023-09-27 11:46:59,540 ClaraLaSan INFO ====> Epoch: 124 [2023-09-27 11:46:59] | (0:00:11.304874)
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+ 2023-09-27 11:47:11,009 ClaraLaSan INFO ====> Epoch: 125 [2023-09-27 11:47:11] | (0:00:11.465817)
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+ 2023-09-27 11:47:22,301 ClaraLaSan INFO ====> Epoch: 126 [2023-09-27 11:47:22] | (0:00:11.288332)
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+ 2023-09-27 11:47:33,533 ClaraLaSan INFO ====> Epoch: 127 [2023-09-27 11:47:33] | (0:00:11.228617)
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+ 2023-09-27 11:47:37,106 ClaraLaSan INFO Train Epoch: 128 [23%]
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+ 2023-09-27 11:47:37,107 ClaraLaSan INFO [2800, 9.842493670173108e-05]
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+ 2023-09-27 11:47:37,108 ClaraLaSan INFO loss_disc=2.891, loss_gen=4.535, loss_fm=15.887,loss_mel=20.291, loss_kl=0.874
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+ 2023-09-27 11:47:45,056 ClaraLaSan INFO ====> Epoch: 128 [2023-09-27 11:47:45] | (0:00:11.521244)
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+ 2023-09-27 11:47:56,384 ClaraLaSan INFO ====> Epoch: 129 [2023-09-27 11:47:56] | (0:00:11.322627)
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+ 2023-09-27 11:48:07,647 ClaraLaSan INFO Saving model and optimizer state at epoch 130 to ./logs\ClaraLaSan\G_2860.pth
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+ 2023-09-27 11:48:08,252 ClaraLaSan INFO Saving model and optimizer state at epoch 130 to ./logs\ClaraLaSan\D_2860.pth
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+ 2023-09-27 11:48:09,306 ClaraLaSan INFO saving ckpt ClaraLaSan_e130:Success.
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+ 2023-09-27 11:48:09,306 ClaraLaSan INFO ====> Epoch: 130 [2023-09-27 11:48:09] | (0:00:12.919700)
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+ 2023-09-27 11:48:20,584 ClaraLaSan INFO ====> Epoch: 131 [2023-09-27 11:48:20] | (0:00:11.274513)
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+ 2023-09-27 11:48:31,838 ClaraLaSan INFO ====> Epoch: 132 [2023-09-27 11:48:31] | (0:00:11.250519)
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+ 2023-09-27 11:48:43,175 ClaraLaSan INFO ====> Epoch: 133 [2023-09-27 11:48:43] | (0:00:11.333205)
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+ 2023-09-27 11:48:54,426 ClaraLaSan INFO ====> Epoch: 134 [2023-09-27 11:48:54] | (0:00:11.248058)
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+ 2023-09-27 11:49:05,726 ClaraLaSan INFO ====> Epoch: 135 [2023-09-27 11:49:05] | (0:00:11.297709)
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+ 2023-09-27 11:49:17,188 ClaraLaSan INFO ====> Epoch: 136 [2023-09-27 11:49:17] | (0:00:11.458827)
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+ 2023-09-27 11:49:21,848 ClaraLaSan INFO Train Epoch: 137 [50%]
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+ 2023-09-27 11:49:21,848 ClaraLaSan INFO [3000, 9.831426399582366e-05]
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+ 2023-09-27 11:49:21,849 ClaraLaSan INFO loss_disc=2.660, loss_gen=4.562, loss_fm=17.362,loss_mel=19.947, loss_kl=1.012
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+ 2023-09-27 11:49:28,719 ClaraLaSan INFO ====> Epoch: 137 [2023-09-27 11:49:28] | (0:00:11.526760)
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+ 2023-09-27 11:49:39,950 ClaraLaSan INFO ====> Epoch: 138 [2023-09-27 11:49:39] | (0:00:11.226115)
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+ 2023-09-27 11:49:51,358 ClaraLaSan INFO ====> Epoch: 139 [2023-09-27 11:49:51] | (0:00:11.405420)
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+ 2023-09-27 11:50:02,710 ClaraLaSan INFO Saving model and optimizer state at epoch 140 to ./logs\ClaraLaSan\G_3080.pth
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+ 2023-09-27 11:50:03,319 ClaraLaSan INFO Saving model and optimizer state at epoch 140 to ./logs\ClaraLaSan\D_3080.pth
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+ 2023-09-27 11:50:04,451 ClaraLaSan INFO saving ckpt ClaraLaSan_e140:Success.
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+ 2023-09-27 11:50:04,452 ClaraLaSan INFO ====> Epoch: 140 [2023-09-27 11:50:04] | (0:00:13.090204)
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+ 2023-09-27 11:50:15,821 ClaraLaSan INFO ====> Epoch: 141 [2023-09-27 11:50:15] | (0:00:11.365947)
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+ 2023-09-27 11:50:27,197 ClaraLaSan INFO ====> Epoch: 142 [2023-09-27 11:50:27] | (0:00:11.372568)
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+ 2023-09-27 11:50:38,443 ClaraLaSan INFO ====> Epoch: 143 [2023-09-27 11:50:38] | (0:00:11.243283)
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+ 2023-09-27 11:50:49,699 ClaraLaSan INFO ====> Epoch: 144 [2023-09-27 11:50:49] | (0:00:11.252188)
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+ 2023-09-27 11:51:01,019 ClaraLaSan INFO ====> Epoch: 145 [2023-09-27 11:51:01] | (0:00:11.317102)
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+ 2023-09-27 11:51:06,606 ClaraLaSan INFO Train Epoch: 146 [59%]
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+ 2023-09-27 11:51:06,606 ClaraLaSan INFO [3200, 9.820371573447515e-05]
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+ 2023-09-27 11:51:06,607 ClaraLaSan INFO loss_disc=2.814, loss_gen=4.455, loss_fm=16.552,loss_mel=20.063, loss_kl=1.063
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+ 2023-09-27 11:51:12,531 ClaraLaSan INFO ====> Epoch: 146 [2023-09-27 11:51:12] | (0:00:11.509353)
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+ 2023-09-27 11:51:23,901 ClaraLaSan INFO ====> Epoch: 147 [2023-09-27 11:51:23] | (0:00:11.365283)
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+ 2023-09-27 11:51:35,245 ClaraLaSan INFO ====> Epoch: 148 [2023-09-27 11:51:35] | (0:00:11.341892)
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+ 2023-09-27 11:51:46,544 ClaraLaSan INFO ====> Epoch: 149 [2023-09-27 11:51:46] | (0:00:11.296572)
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+ 2023-09-27 11:51:57,903 ClaraLaSan INFO Saving model and optimizer state at epoch 150 to ./logs\ClaraLaSan\G_3300.pth
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+ 2023-09-27 11:51:58,514 ClaraLaSan INFO Saving model and optimizer state at epoch 150 to ./logs\ClaraLaSan\D_3300.pth
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+ 2023-09-27 11:51:59,809 ClaraLaSan INFO saving ckpt ClaraLaSan_e150:Success.
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+ 2023-09-27 11:51:59,809 ClaraLaSan INFO ====> Epoch: 150 [2023-09-27 11:51:59] | (0:00:13.261380)
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+ 2023-09-27 11:52:11,220 ClaraLaSan INFO ====> Epoch: 151 [2023-09-27 11:52:11] | (0:00:11.407343)
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+ 2023-09-27 11:52:22,545 ClaraLaSan INFO ====> Epoch: 152 [2023-09-27 11:52:22] | (0:00:11.322165)
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+ 2023-09-27 11:52:33,994 ClaraLaSan INFO ====> Epoch: 153 [2023-09-27 11:52:33] | (0:00:11.445939)
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+ 2023-09-27 11:52:45,359 ClaraLaSan INFO ====> Epoch: 154 [2023-09-27 11:52:45] | (0:00:11.362517)
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+ 2023-09-27 11:52:52,017 ClaraLaSan INFO Train Epoch: 155 [50%]
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+ 2023-09-27 11:52:52,018 ClaraLaSan INFO [3400, 9.809329177775541e-05]
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+ 2023-09-27 11:52:52,019 ClaraLaSan INFO loss_disc=2.724, loss_gen=4.679, loss_fm=17.932,loss_mel=19.730, loss_kl=0.854
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+ 2023-09-27 11:52:56,906 ClaraLaSan INFO ====> Epoch: 155 [2023-09-27 11:52:56] | (0:00:11.543434)
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+ 2023-09-27 11:53:08,097 ClaraLaSan INFO ====> Epoch: 156 [2023-09-27 11:53:08] | (0:00:11.186941)
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+ 2023-09-27 11:53:19,490 ClaraLaSan INFO ====> Epoch: 157 [2023-09-27 11:53:19] | (0:00:11.389503)
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+ 2023-09-27 11:53:30,900 ClaraLaSan INFO ====> Epoch: 158 [2023-09-27 11:53:30] | (0:00:11.406047)
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+ 2023-09-27 11:53:42,323 ClaraLaSan INFO ====> Epoch: 159 [2023-09-27 11:53:42] | (0:00:11.417948)
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+ 2023-09-27 11:53:53,681 ClaraLaSan INFO Saving model and optimizer state at epoch 160 to ./logs\ClaraLaSan\G_3520.pth
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+ 2023-09-27 11:53:54,284 ClaraLaSan INFO Saving model and optimizer state at epoch 160 to ./logs\ClaraLaSan\D_3520.pth
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+ 2023-09-27 11:53:55,252 ClaraLaSan INFO saving ckpt ClaraLaSan_e160:Success.
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+ 2023-09-27 11:53:55,253 ClaraLaSan INFO ====> Epoch: 160 [2023-09-27 11:53:55] | (0:00:12.925706)
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+ 2023-09-27 11:54:06,642 ClaraLaSan INFO ====> Epoch: 161 [2023-09-27 11:54:06] | (0:00:11.386017)
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+ 2023-09-27 11:54:17,953 ClaraLaSan INFO ====> Epoch: 162 [2023-09-27 11:54:17] | (0:00:11.307915)
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+ 2023-09-27 11:54:29,236 ClaraLaSan INFO ====> Epoch: 163 [2023-09-27 11:54:29] | (0:00:11.280860)
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+ 2023-09-27 11:54:36,984 ClaraLaSan INFO Train Epoch: 164 [5%]
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+ 2023-09-27 11:54:36,985 ClaraLaSan INFO [3600, 9.798299198589162e-05]
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+ 2023-09-27 11:54:36,986 ClaraLaSan INFO loss_disc=2.739, loss_gen=4.639, loss_fm=16.620,loss_mel=19.137, loss_kl=0.987
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+ 2023-09-27 11:54:40,826 ClaraLaSan INFO ====> Epoch: 164 [2023-09-27 11:54:40] | (0:00:11.587056)
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+ 2023-09-27 11:54:52,079 ClaraLaSan INFO ====> Epoch: 165 [2023-09-27 11:54:52] | (0:00:11.248368)
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+ 2023-09-27 11:55:03,359 ClaraLaSan INFO ====> Epoch: 166 [2023-09-27 11:55:03] | (0:00:11.276557)
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+ 2023-09-27 11:55:14,679 ClaraLaSan INFO ====> Epoch: 167 [2023-09-27 11:55:14] | (0:00:11.315805)
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+ 2023-09-27 11:55:26,002 ClaraLaSan INFO ====> Epoch: 168 [2023-09-27 11:55:26] | (0:00:11.320257)
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+ 2023-09-27 11:55:37,221 ClaraLaSan INFO ====> Epoch: 169 [2023-09-27 11:55:37] | (0:00:11.215670)
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+ 2023-09-27 11:55:48,593 ClaraLaSan INFO Saving model and optimizer state at epoch 170 to ./logs\ClaraLaSan\G_3740.pth
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+ 2023-09-27 11:55:49,184 ClaraLaSan INFO Saving model and optimizer state at epoch 170 to ./logs\ClaraLaSan\D_3740.pth
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+ 2023-09-27 11:55:50,123 ClaraLaSan INFO saving ckpt ClaraLaSan_e170:Success.
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+ 2023-09-27 11:55:50,123 ClaraLaSan INFO ====> Epoch: 170 [2023-09-27 11:55:50] | (0:00:12.899091)
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+ 2023-09-27 11:56:01,443 ClaraLaSan INFO ====> Epoch: 171 [2023-09-27 11:56:01] | (0:00:11.315090)
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+ 2023-09-27 11:56:12,708 ClaraLaSan INFO ====> Epoch: 172 [2023-09-27 11:56:12] | (0:00:11.262698)
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+ 2023-09-27 11:56:21,413 ClaraLaSan INFO Train Epoch: 173 [0%]
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+ 2023-09-27 11:56:21,414 ClaraLaSan INFO [3800, 9.787281621926815e-05]
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+ 2023-09-27 11:56:21,456 ClaraLaSan INFO loss_disc=2.607, loss_gen=4.878, loss_fm=17.362,loss_mel=20.186, loss_kl=1.233
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+ 2023-09-27 11:56:24,285 ClaraLaSan INFO ====> Epoch: 173 [2023-09-27 11:56:24] | (0:00:11.572531)
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+ 2023-09-27 11:56:35,601 ClaraLaSan INFO ====> Epoch: 174 [2023-09-27 11:56:35] | (0:00:11.310968)
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+ 2023-09-27 11:56:46,952 ClaraLaSan INFO ====> Epoch: 175 [2023-09-27 11:56:46] | (0:00:11.347961)
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+ 2023-09-27 11:56:58,275 ClaraLaSan INFO ====> Epoch: 176 [2023-09-27 11:56:58] | (0:00:11.320451)
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+ 2023-09-27 11:57:09,856 ClaraLaSan INFO ====> Epoch: 177 [2023-09-27 11:57:09] | (0:00:11.578476)
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+ 2023-09-27 11:57:21,782 ClaraLaSan INFO ====> Epoch: 178 [2023-09-27 11:57:21] | (0:00:11.922324)
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+ 2023-09-27 11:57:33,528 ClaraLaSan INFO ====> Epoch: 179 [2023-09-27 11:57:33] | (0:00:11.743667)
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+ 2023-09-27 11:57:44,962 ClaraLaSan INFO Saving model and optimizer state at epoch 180 to ./logs\ClaraLaSan\G_3960.pth
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+ 2023-09-27 11:57:45,562 ClaraLaSan INFO Saving model and optimizer state at epoch 180 to ./logs\ClaraLaSan\D_3960.pth
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+ 2023-09-27 11:57:47,009 ClaraLaSan INFO saving ckpt ClaraLaSan_e180:Success.
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+ 2023-09-27 11:57:47,010 ClaraLaSan INFO ====> Epoch: 180 [2023-09-27 11:57:47] | (0:00:13.479977)
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+ 2023-09-27 11:57:58,505 ClaraLaSan INFO ====> Epoch: 181 [2023-09-27 11:57:58] | (0:00:11.491867)
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+ 2023-09-27 11:58:08,229 ClaraLaSan INFO Train Epoch: 182 [86%]
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+ 2023-09-27 11:58:08,230 ClaraLaSan INFO [4000, 9.776276433842631e-05]
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+ 2023-09-27 11:58:08,230 ClaraLaSan INFO loss_disc=2.454, loss_gen=4.950, loss_fm=17.771,loss_mel=18.743, loss_kl=0.765
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+ 2023-09-27 11:58:10,073 ClaraLaSan INFO ====> Epoch: 182 [2023-09-27 11:58:10] | (0:00:11.565112)
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+ 2023-09-27 11:58:21,300 ClaraLaSan INFO ====> Epoch: 183 [2023-09-27 11:58:21] | (0:00:11.222089)
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+ 2023-09-27 11:58:32,553 ClaraLaSan INFO ====> Epoch: 184 [2023-09-27 11:58:32] | (0:00:11.250459)
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+ 2023-09-27 11:58:43,771 ClaraLaSan INFO ====> Epoch: 185 [2023-09-27 11:58:43] | (0:00:11.215058)
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+ 2023-09-27 11:58:54,993 ClaraLaSan INFO ====> Epoch: 186 [2023-09-27 11:58:54] | (0:00:11.219466)
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+ 2023-09-27 11:59:06,278 ClaraLaSan INFO ====> Epoch: 187 [2023-09-27 11:59:06] | (0:00:11.281923)
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+ 2023-09-27 11:59:17,740 ClaraLaSan INFO ====> Epoch: 188 [2023-09-27 11:59:17] | (0:00:11.458943)
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+ 2023-09-27 11:59:29,179 ClaraLaSan INFO ====> Epoch: 189 [2023-09-27 11:59:29] | (0:00:11.437268)
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+ 2023-09-27 11:59:40,413 ClaraLaSan INFO Saving model and optimizer state at epoch 190 to ./logs\ClaraLaSan\G_4180.pth
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+ 2023-09-27 11:59:41,012 ClaraLaSan INFO Saving model and optimizer state at epoch 190 to ./logs\ClaraLaSan\D_4180.pth
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+ 2023-09-27 11:59:41,960 ClaraLaSan INFO saving ckpt ClaraLaSan_e190:Success.
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+ 2023-09-27 11:59:41,960 ClaraLaSan INFO ====> Epoch: 190 [2023-09-27 11:59:41] | (0:00:12.778182)
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+ 2023-09-27 11:59:52,711 ClaraLaSan INFO Train Epoch: 191 [45%]
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+ 2023-09-27 11:59:52,713 ClaraLaSan INFO [4200, 9.765283620406429e-05]
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+ 2023-09-27 11:59:52,713 ClaraLaSan INFO loss_disc=2.840, loss_gen=4.633, loss_fm=15.863,loss_mel=18.899, loss_kl=0.867
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+ 2023-09-27 11:59:53,512 ClaraLaSan INFO ====> Epoch: 191 [2023-09-27 11:59:53] | (0:00:11.547828)
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+ 2023-09-27 12:00:04,767 ClaraLaSan INFO ====> Epoch: 192 [2023-09-27 12:00:04] | (0:00:11.249651)
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+ 2023-09-27 12:00:15,985 ClaraLaSan INFO ====> Epoch: 193 [2023-09-27 12:00:15] | (0:00:11.215081)
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+ 2023-09-27 12:00:27,252 ClaraLaSan INFO ====> Epoch: 194 [2023-09-27 12:00:27] | (0:00:11.263613)
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+ 2023-09-27 12:00:38,485 ClaraLaSan INFO ====> Epoch: 195 [2023-09-27 12:00:38] | (0:00:11.230134)
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+ 2023-09-27 12:00:49,771 ClaraLaSan INFO ====> Epoch: 196 [2023-09-27 12:00:49] | (0:00:11.283041)
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+ 2023-09-27 12:01:01,127 ClaraLaSan INFO ====> Epoch: 197 [2023-09-27 12:01:01] | (0:00:11.352365)
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+ 2023-09-27 12:01:12,383 ClaraLaSan INFO ====> Epoch: 198 [2023-09-27 12:01:12] | (0:00:11.253188)
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+ 2023-09-27 12:01:23,676 ClaraLaSan INFO ====> Epoch: 199 [2023-09-27 12:01:23] | (0:00:11.290172)
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+ 2023-09-27 12:01:34,946 ClaraLaSan INFO Saving model and optimizer state at epoch 200 to ./logs\ClaraLaSan\G_4400.pth
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+ 2023-09-27 12:01:35,535 ClaraLaSan INFO Saving model and optimizer state at epoch 200 to ./logs\ClaraLaSan\D_4400.pth
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+ 2023-09-27 12:01:36,475 ClaraLaSan INFO saving ckpt ClaraLaSan_e200:Success.
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+ 2023-09-27 12:01:36,475 ClaraLaSan INFO ====> Epoch: 200 [2023-09-27 12:01:36] | (0:00:12.795352)
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+ 2023-09-27 12:01:36,993 ClaraLaSan INFO Train Epoch: 201 [14%]
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+ 2023-09-27 12:01:36,994 ClaraLaSan INFO [4400, 9.753083879807726e-05]
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+ 2023-09-27 12:01:36,995 ClaraLaSan INFO loss_disc=2.897, loss_gen=4.814, loss_fm=15.798,loss_mel=19.117, loss_kl=0.972
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+ 2023-09-27 12:01:48,207 ClaraLaSan INFO ====> Epoch: 201 [2023-09-27 12:01:48] | (0:00:11.728026)
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+ 2023-09-27 12:01:59,687 ClaraLaSan INFO ====> Epoch: 202 [2023-09-27 12:01:59] | (0:00:11.476687)
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+ 2023-09-27 12:02:11,051 ClaraLaSan INFO ====> Epoch: 203 [2023-09-27 12:02:11] | (0:00:11.360548)
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+ 2023-09-27 12:02:22,426 ClaraLaSan INFO ====> Epoch: 204 [2023-09-27 12:02:22] | (0:00:11.371903)
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+ 2023-09-27 12:02:33,743 ClaraLaSan INFO ====> Epoch: 205 [2023-09-27 12:02:33] | (0:00:11.314239)
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+ 2023-09-27 12:02:45,215 ClaraLaSan INFO ====> Epoch: 206 [2023-09-27 12:02:45] | (0:00:11.468258)
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+ 2023-09-27 12:02:56,531 ClaraLaSan INFO ====> Epoch: 207 [2023-09-27 12:02:56] | (0:00:11.313986)
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+ 2023-09-27 12:03:07,781 ClaraLaSan INFO ====> Epoch: 208 [2023-09-27 12:03:07] | (0:00:11.245738)
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+ 2023-09-27 12:03:19,130 ClaraLaSan INFO ====> Epoch: 209 [2023-09-27 12:03:19] | (0:00:11.346543)
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+ 2023-09-27 12:03:20,669 ClaraLaSan INFO Train Epoch: 210 [82%]
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+ 2023-09-27 12:03:20,669 ClaraLaSan INFO [4600, 9.742117144952805e-05]
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+ 2023-09-27 12:03:20,671 ClaraLaSan INFO loss_disc=2.805, loss_gen=4.866, loss_fm=17.056,loss_mel=19.483, loss_kl=0.568
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+ 2023-09-27 12:03:30,626 ClaraLaSan INFO Saving model and optimizer state at epoch 210 to ./logs\ClaraLaSan\G_4620.pth
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+ 2023-09-27 12:03:31,241 ClaraLaSan INFO Saving model and optimizer state at epoch 210 to ./logs\ClaraLaSan\D_4620.pth
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+ 2023-09-27 12:03:33,621 ClaraLaSan INFO saving ckpt ClaraLaSan_e210:Success.
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+ 2023-09-27 12:03:33,621 ClaraLaSan INFO ====> Epoch: 210 [2023-09-27 12:03:33] | (0:00:14.487498)
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+ 2023-09-27 12:03:45,179 ClaraLaSan INFO ====> Epoch: 211 [2023-09-27 12:03:45] | (0:00:11.552796)
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+ 2023-09-27 12:03:56,369 ClaraLaSan INFO ====> Epoch: 212 [2023-09-27 12:03:56] | (0:00:11.186647)
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+ 2023-09-27 12:04:07,691 ClaraLaSan INFO ====> Epoch: 213 [2023-09-27 12:04:07] | (0:00:11.318759)
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+ 2023-09-27 12:04:18,922 ClaraLaSan INFO ====> Epoch: 214 [2023-09-27 12:04:18] | (0:00:11.227355)
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+ 2023-09-27 12:04:30,277 ClaraLaSan INFO ====> Epoch: 215 [2023-09-27 12:04:30] | (0:00:11.351963)
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+ 2023-09-27 12:04:42,935 ClaraLaSan INFO ====> Epoch: 216 [2023-09-27 12:04:42] | (0:00:12.655365)
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+ 2023-09-27 12:04:57,770 ClaraLaSan INFO ====> Epoch: 217 [2023-09-27 12:04:57] | (0:00:14.831739)
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+ 2023-09-27 12:05:09,031 ClaraLaSan INFO ====> Epoch: 218 [2023-09-27 12:05:09] | (0:00:11.257598)
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+ 2023-09-27 12:05:11,571 ClaraLaSan INFO Train Epoch: 219 [0%]
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+ 2023-09-27 12:05:11,571 ClaraLaSan INFO [4800, 9.731162741507607e-05]
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+ 2023-09-27 12:05:11,572 ClaraLaSan INFO loss_disc=2.777, loss_gen=4.848, loss_fm=17.696,loss_mel=19.929, loss_kl=0.927
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+ 2023-09-27 12:05:20,502 ClaraLaSan INFO ====> Epoch: 219 [2023-09-27 12:05:20] | (0:00:11.468126)
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+ 2023-09-27 12:05:31,832 ClaraLaSan INFO Saving model and optimizer state at epoch 220 to ./logs\ClaraLaSan\G_4840.pth
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+ 2023-09-27 12:05:32,424 ClaraLaSan INFO Saving model and optimizer state at epoch 220 to ./logs\ClaraLaSan\D_4840.pth
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+ 2023-09-27 12:05:33,706 ClaraLaSan INFO saving ckpt ClaraLaSan_e220:Success.
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+ 2023-09-27 12:05:33,706 ClaraLaSan INFO ====> Epoch: 220 [2023-09-27 12:05:33] | (0:00:13.199496)
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+ 2023-09-27 12:05:45,212 ClaraLaSan INFO ====> Epoch: 221 [2023-09-27 12:05:45] | (0:00:11.501894)
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+ 2023-09-27 12:05:56,621 ClaraLaSan INFO ====> Epoch: 222 [2023-09-27 12:05:56] | (0:00:11.406330)
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+ 2023-09-27 12:06:08,000 ClaraLaSan INFO ====> Epoch: 223 [2023-09-27 12:06:08] | (0:00:11.376122)
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+ 2023-09-27 12:06:19,415 ClaraLaSan INFO ====> Epoch: 224 [2023-09-27 12:06:19] | (0:00:11.411782)
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+ 2023-09-27 12:06:30,907 ClaraLaSan INFO ====> Epoch: 225 [2023-09-27 12:06:30] | (0:00:11.488552)
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+ 2023-09-27 12:06:42,424 ClaraLaSan INFO ====> Epoch: 226 [2023-09-27 12:06:42] | (0:00:11.514532)
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+ 2023-09-27 12:06:53,809 ClaraLaSan INFO ====> Epoch: 227 [2023-09-27 12:06:53] | (0:00:11.381245)
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+ 2023-09-27 12:06:57,533 ClaraLaSan INFO Train Epoch: 228 [5%]
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+ 2023-09-27 12:06:57,534 ClaraLaSan INFO [5000, 9.720220655606233e-05]
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+ 2023-09-27 12:06:57,534 ClaraLaSan INFO loss_disc=2.714, loss_gen=4.784, loss_fm=16.803,loss_mel=18.585, loss_kl=1.144
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+ 2023-09-27 12:07:05,507 ClaraLaSan INFO ====> Epoch: 228 [2023-09-27 12:07:05] | (0:00:11.694566)
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+ 2023-09-27 12:07:17,012 ClaraLaSan INFO ====> Epoch: 229 [2023-09-27 12:07:17] | (0:00:11.501068)
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+ 2023-09-27 12:07:28,390 ClaraLaSan INFO Saving model and optimizer state at epoch 230 to ./logs\ClaraLaSan\G_5060.pth
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+ 2023-09-27 12:07:29,002 ClaraLaSan INFO Saving model and optimizer state at epoch 230 to ./logs\ClaraLaSan\D_5060.pth
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+ 2023-09-27 12:07:30,082 ClaraLaSan INFO saving ckpt ClaraLaSan_e230:Success.
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+ 2023-09-27 12:07:30,082 ClaraLaSan INFO ====> Epoch: 230 [2023-09-27 12:07:30] | (0:00:13.067773)
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+ 2023-09-27 12:07:41,588 ClaraLaSan INFO ====> Epoch: 231 [2023-09-27 12:07:41] | (0:00:11.500199)
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+ 2023-09-27 12:07:52,955 ClaraLaSan INFO ====> Epoch: 232 [2023-09-27 12:07:52] | (0:00:11.364127)
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+ 2023-09-27 12:08:04,305 ClaraLaSan INFO ====> Epoch: 233 [2023-09-27 12:08:04] | (0:00:11.346901)
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+ 2023-09-27 12:08:15,829 ClaraLaSan INFO ====> Epoch: 234 [2023-09-27 12:08:15] | (0:00:11.521258)
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+ 2023-09-27 12:08:27,194 ClaraLaSan INFO ====> Epoch: 235 [2023-09-27 12:08:27] | (0:00:11.362964)
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+ 2023-09-27 12:08:38,664 ClaraLaSan INFO ====> Epoch: 236 [2023-09-27 12:08:38] | (0:00:11.465779)
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+ 2023-09-27 12:08:43,336 ClaraLaSan INFO Train Epoch: 237 [9%]
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+ 2023-09-27 12:08:43,337 ClaraLaSan INFO [5200, 9.709290873398365e-05]
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+ 2023-09-27 12:08:43,337 ClaraLaSan INFO loss_disc=2.717, loss_gen=4.906, loss_fm=17.394,loss_mel=19.846, loss_kl=1.048
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+ 2023-09-27 12:08:50,399 ClaraLaSan INFO ====> Epoch: 237 [2023-09-27 12:08:50] | (0:00:11.731760)
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+ 2023-09-27 12:09:01,800 ClaraLaSan INFO ====> Epoch: 238 [2023-09-27 12:09:01] | (0:00:11.396844)
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+ 2023-09-27 12:09:13,269 ClaraLaSan INFO ====> Epoch: 239 [2023-09-27 12:09:13] | (0:00:11.465748)
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+ 2023-09-27 12:09:24,923 ClaraLaSan INFO Saving model and optimizer state at epoch 240 to ./logs\ClaraLaSan\G_5280.pth
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+ 2023-09-27 12:09:25,535 ClaraLaSan INFO Saving model and optimizer state at epoch 240 to ./logs\ClaraLaSan\D_5280.pth
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+ 2023-09-27 12:09:26,535 ClaraLaSan INFO saving ckpt ClaraLaSan_e240:Success.
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+ 2023-09-27 12:09:26,535 ClaraLaSan INFO ====> Epoch: 240 [2023-09-27 12:09:26] | (0:00:13.263774)
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+ 2023-09-27 12:09:38,193 ClaraLaSan INFO ====> Epoch: 241 [2023-09-27 12:09:38] | (0:00:11.653524)
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+ 2023-09-27 12:09:49,632 ClaraLaSan INFO ====> Epoch: 242 [2023-09-27 12:09:49] | (0:00:11.435813)
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+ 2023-09-27 12:10:00,937 ClaraLaSan INFO ====> Epoch: 243 [2023-09-27 12:10:00] | (0:00:11.301661)
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+ 2023-09-27 12:10:12,189 ClaraLaSan INFO ====> Epoch: 244 [2023-09-27 12:10:12] | (0:00:11.248988)
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+ 2023-09-27 12:10:23,554 ClaraLaSan INFO ====> Epoch: 245 [2023-09-27 12:10:23] | (0:00:11.362189)
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+ 2023-09-27 12:10:29,340 ClaraLaSan INFO Train Epoch: 246 [64%]
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+ 2023-09-27 12:10:29,341 ClaraLaSan INFO [5400, 9.698373381049272e-05]
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+ 2023-09-27 12:10:29,341 ClaraLaSan INFO loss_disc=2.762, loss_gen=4.876, loss_fm=17.269,loss_mel=19.014, loss_kl=0.870
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+ 2023-09-27 12:10:35,452 ClaraLaSan INFO ====> Epoch: 246 [2023-09-27 12:10:35] | (0:00:11.896503)
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+ 2023-09-27 12:10:47,031 ClaraLaSan INFO ====> Epoch: 247 [2023-09-27 12:10:47] | (0:00:11.573712)
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+ 2023-09-27 12:10:58,609 ClaraLaSan INFO ====> Epoch: 248 [2023-09-27 12:10:58] | (0:00:11.575161)
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+ 2023-09-27 12:11:10,311 ClaraLaSan INFO ====> Epoch: 249 [2023-09-27 12:11:10] | (0:00:11.697797)
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+ 2023-09-27 12:11:21,706 ClaraLaSan INFO Saving model and optimizer state at epoch 250 to ./logs\ClaraLaSan\G_5500.pth
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+ 2023-09-27 12:11:22,305 ClaraLaSan INFO Saving model and optimizer state at epoch 250 to ./logs\ClaraLaSan\D_5500.pth
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+ 2023-09-27 12:11:23,932 ClaraLaSan INFO saving ckpt ClaraLaSan_e250:Success.
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+ 2023-09-27 12:11:23,932 ClaraLaSan INFO ====> Epoch: 250 [2023-09-27 12:11:23] | (0:00:13.618336)
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+ 2023-09-27 12:11:23,933 ClaraLaSan INFO Training is done. The program is closed.
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+ 2023-09-27 12:11:24,043 ClaraLaSan INFO saving final ckpt:Success.
ClaraLaSan/trained_IVF2039_Flat_nprobe_1_ClaraLaSan_v2.index ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:c2ce9eb6f1ed9c2ffff7d9d932d1cfc05f3e471213b1c6920889ec953a45b320
3
+ size 6263947