DJQmUKV
feat: add models
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2023-05-02 00:41:55,744 momoi-test-dio INFO {'train': {'log_interval': 200, 'seed': 1234, 'epochs': 20000, 'learning_rate': 0.0001, 'betas': [0.8, 0.99], 'eps': 1e-09, 'batch_size': 4, '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/momoi-test-dio/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/momoi-test-dio', 'experiment_dir': './logs/momoi-test-dio', 'save_every_epoch': 50, 'name': 'momoi-test-dio', 'total_epoch': 100, '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}
2023-05-02 00:41:55,744 momoi-test-dio WARNING /root/Retrieval-based-Voice-Conversion-WebUI/train is not a git repository, therefore hash value comparison will be ignored.
2023-05-02 00:41:58,198 momoi-test-dio INFO loaded pretrained pretrained/f0G40k.pth pretrained/f0D40k.pth
2023-05-02 00:42:06,580 momoi-test-dio INFO Train Epoch: 1 [0%]
2023-05-02 00:42:06,580 momoi-test-dio INFO [0, 0.0001]
2023-05-02 00:42:06,580 momoi-test-dio INFO loss_disc=3.384, loss_gen=1.652, loss_fm=19.095,loss_mel=40.827, loss_kl=5.000
2023-05-02 00:42:16,663 momoi-test-dio INFO ====> Epoch: 1
2023-05-02 00:42:23,252 momoi-test-dio INFO ====> Epoch: 2
2023-05-02 00:42:28,579 momoi-test-dio INFO ====> Epoch: 3
2023-05-02 00:42:33,958 momoi-test-dio INFO ====> Epoch: 4
2023-05-02 00:42:39,204 momoi-test-dio INFO ====> Epoch: 5
2023-05-02 00:42:44,510 momoi-test-dio INFO ====> Epoch: 6
2023-05-02 00:42:49,778 momoi-test-dio INFO ====> Epoch: 7
2023-05-02 00:42:55,155 momoi-test-dio INFO ====> Epoch: 8
2023-05-02 00:43:00,512 momoi-test-dio INFO ====> Epoch: 9
2023-05-02 00:43:05,786 momoi-test-dio INFO ====> Epoch: 10
2023-05-02 00:43:06,184 momoi-test-dio INFO Train Epoch: 11 [0%]
2023-05-02 00:43:06,185 momoi-test-dio INFO [200, 9.987507028906759e-05]
2023-05-02 00:43:06,185 momoi-test-dio INFO loss_disc=2.857, loss_gen=3.663, loss_fm=17.976,loss_mel=30.621, loss_kl=1.750
2023-05-02 00:43:11,581 momoi-test-dio INFO ====> Epoch: 11
2023-05-02 00:43:17,198 momoi-test-dio INFO ====> Epoch: 12
2023-05-02 00:43:22,568 momoi-test-dio INFO ====> Epoch: 13
2023-05-02 00:43:27,837 momoi-test-dio INFO ====> Epoch: 14
2023-05-02 00:43:33,108 momoi-test-dio INFO ====> Epoch: 15
2023-05-02 00:43:38,493 momoi-test-dio INFO ====> Epoch: 16
2023-05-02 00:43:43,822 momoi-test-dio INFO ====> Epoch: 17
2023-05-02 00:43:48,963 momoi-test-dio INFO ====> Epoch: 18
2023-05-02 00:43:54,181 momoi-test-dio INFO ====> Epoch: 19
2023-05-02 00:43:59,372 momoi-test-dio INFO ====> Epoch: 20
2023-05-02 00:43:59,793 momoi-test-dio INFO Train Epoch: 21 [0%]
2023-05-02 00:43:59,793 momoi-test-dio INFO [400, 9.975029665246193e-05]
2023-05-02 00:43:59,793 momoi-test-dio INFO loss_disc=2.622, loss_gen=3.344, loss_fm=17.900,loss_mel=28.412, loss_kl=1.350
2023-05-02 00:44:05,278 momoi-test-dio INFO ====> Epoch: 21
2023-05-02 00:44:10,408 momoi-test-dio INFO ====> Epoch: 22
2023-05-02 00:44:15,262 momoi-test-dio INFO ====> Epoch: 23
2023-05-02 00:44:19,950 momoi-test-dio INFO ====> Epoch: 24
2023-05-02 00:44:24,517 momoi-test-dio INFO ====> Epoch: 25
2023-05-02 00:44:29,355 momoi-test-dio INFO ====> Epoch: 26
2023-05-02 00:44:34,360 momoi-test-dio INFO ====> Epoch: 27
2023-05-02 00:44:39,240 momoi-test-dio INFO ====> Epoch: 28
2023-05-02 00:44:44,465 momoi-test-dio INFO ====> Epoch: 29
2023-05-02 00:44:49,660 momoi-test-dio INFO ====> Epoch: 30
2023-05-02 00:44:50,095 momoi-test-dio INFO Train Epoch: 31 [0%]
2023-05-02 00:44:50,096 momoi-test-dio INFO [600, 9.962567889519979e-05]
2023-05-02 00:44:50,096 momoi-test-dio INFO loss_disc=2.635, loss_gen=3.650, loss_fm=17.341,loss_mel=29.182, loss_kl=1.773
2023-05-02 00:44:55,573 momoi-test-dio INFO ====> Epoch: 31
2023-05-02 00:45:00,783 momoi-test-dio INFO ====> Epoch: 32
2023-05-02 00:45:05,963 momoi-test-dio INFO ====> Epoch: 33
2023-05-02 00:45:11,278 momoi-test-dio INFO ====> Epoch: 34
2023-05-02 00:45:16,547 momoi-test-dio INFO ====> Epoch: 35
2023-05-02 00:45:21,724 momoi-test-dio INFO ====> Epoch: 36
2023-05-02 00:45:26,929 momoi-test-dio INFO ====> Epoch: 37
2023-05-02 00:45:32,076 momoi-test-dio INFO ====> Epoch: 38
2023-05-02 00:45:37,326 momoi-test-dio INFO ====> Epoch: 39
2023-05-02 00:45:42,569 momoi-test-dio INFO ====> Epoch: 40
2023-05-02 00:45:42,993 momoi-test-dio INFO Train Epoch: 41 [0%]
2023-05-02 00:45:42,994 momoi-test-dio INFO [800, 9.950121682254156e-05]
2023-05-02 00:45:42,994 momoi-test-dio INFO loss_disc=2.837, loss_gen=2.963, loss_fm=13.174,loss_mel=25.433, loss_kl=1.296
2023-05-02 00:45:48,552 momoi-test-dio INFO ====> Epoch: 41
2023-05-02 00:45:53,787 momoi-test-dio INFO ====> Epoch: 42
2023-05-02 00:45:59,009 momoi-test-dio INFO ====> Epoch: 43
2023-05-02 00:46:04,214 momoi-test-dio INFO ====> Epoch: 44
2023-05-02 00:46:09,421 momoi-test-dio INFO ====> Epoch: 45
2023-05-02 00:46:14,593 momoi-test-dio INFO ====> Epoch: 46
2023-05-02 00:46:19,691 momoi-test-dio INFO ====> Epoch: 47
2023-05-02 00:46:24,988 momoi-test-dio INFO ====> Epoch: 48
2023-05-02 00:46:30,192 momoi-test-dio INFO ====> Epoch: 49
2023-05-02 00:46:35,390 momoi-test-dio INFO Saving model and optimizer state at epoch 50 to ./logs/momoi-test-dio/G_1000.pth
2023-05-02 00:46:36,039 momoi-test-dio INFO Saving model and optimizer state at epoch 50 to ./logs/momoi-test-dio/D_1000.pth
2023-05-02 00:46:36,807 momoi-test-dio INFO ====> Epoch: 50
2023-05-02 00:46:37,366 momoi-test-dio INFO Train Epoch: 51 [0%]
2023-05-02 00:46:37,367 momoi-test-dio INFO [1000, 9.937691023999092e-05]
2023-05-02 00:46:37,367 momoi-test-dio INFO loss_disc=2.162, loss_gen=3.435, loss_fm=17.340,loss_mel=25.240, loss_kl=1.846
2023-05-02 00:46:42,622 momoi-test-dio INFO ====> Epoch: 51
2023-05-02 00:46:47,914 momoi-test-dio INFO ====> Epoch: 52
2023-05-02 00:46:53,047 momoi-test-dio INFO ====> Epoch: 53
2023-05-02 00:46:58,212 momoi-test-dio INFO ====> Epoch: 54
2023-05-02 00:47:03,462 momoi-test-dio INFO ====> Epoch: 55
2023-05-02 00:47:08,729 momoi-test-dio INFO ====> Epoch: 56
2023-05-02 00:47:13,990 momoi-test-dio INFO ====> Epoch: 57
2023-05-02 00:47:19,139 momoi-test-dio INFO ====> Epoch: 58
2023-05-02 00:47:24,389 momoi-test-dio INFO ====> Epoch: 59
2023-05-02 00:47:29,718 momoi-test-dio INFO ====> Epoch: 60
2023-05-02 00:47:30,139 momoi-test-dio INFO Train Epoch: 61 [0%]
2023-05-02 00:47:30,139 momoi-test-dio INFO [1200, 9.92527589532945e-05]
2023-05-02 00:47:30,140 momoi-test-dio INFO loss_disc=2.531, loss_gen=3.307, loss_fm=19.033,loss_mel=29.324, loss_kl=0.911
2023-05-02 00:47:35,446 momoi-test-dio INFO ====> Epoch: 61
2023-05-02 00:47:40,701 momoi-test-dio INFO ====> Epoch: 62
2023-05-02 00:47:45,879 momoi-test-dio INFO ====> Epoch: 63
2023-05-02 00:47:51,061 momoi-test-dio INFO ====> Epoch: 64
2023-05-02 00:47:56,178 momoi-test-dio INFO ====> Epoch: 65
2023-05-02 00:48:01,320 momoi-test-dio INFO ====> Epoch: 66
2023-05-02 00:48:06,452 momoi-test-dio INFO ====> Epoch: 67
2023-05-02 00:48:11,486 momoi-test-dio INFO ====> Epoch: 68
2023-05-02 00:48:16,762 momoi-test-dio INFO ====> Epoch: 69
2023-05-02 00:48:21,862 momoi-test-dio INFO ====> Epoch: 70
2023-05-02 00:48:22,279 momoi-test-dio INFO Train Epoch: 71 [0%]
2023-05-02 00:48:22,279 momoi-test-dio INFO [1400, 9.912876276844171e-05]
2023-05-02 00:48:22,280 momoi-test-dio INFO loss_disc=2.475, loss_gen=3.269, loss_fm=14.836,loss_mel=24.537, loss_kl=1.053
2023-05-02 00:48:27,531 momoi-test-dio INFO ====> Epoch: 71
2023-05-02 00:48:32,757 momoi-test-dio INFO ====> Epoch: 72
2023-05-02 00:48:38,013 momoi-test-dio INFO ====> Epoch: 73
2023-05-02 00:48:42,944 momoi-test-dio INFO ====> Epoch: 74
2023-05-02 00:48:47,681 momoi-test-dio INFO ====> Epoch: 75
2023-05-02 00:48:52,144 momoi-test-dio INFO ====> Epoch: 76
2023-05-02 00:48:56,958 momoi-test-dio INFO ====> Epoch: 77
2023-05-02 00:49:01,484 momoi-test-dio INFO ====> Epoch: 78
2023-05-02 00:49:06,188 momoi-test-dio INFO ====> Epoch: 79
2023-05-02 00:49:10,961 momoi-test-dio INFO ====> Epoch: 80
2023-05-02 00:49:11,334 momoi-test-dio INFO Train Epoch: 81 [0%]
2023-05-02 00:49:11,335 momoi-test-dio INFO [1600, 9.900492149166423e-05]
2023-05-02 00:49:11,335 momoi-test-dio INFO loss_disc=2.582, loss_gen=3.221, loss_fm=14.158,loss_mel=25.971, loss_kl=0.623
2023-05-02 00:49:16,648 momoi-test-dio INFO ====> Epoch: 81
2023-05-02 00:49:21,901 momoi-test-dio INFO ====> Epoch: 82
2023-05-02 00:49:27,152 momoi-test-dio INFO ====> Epoch: 83
2023-05-02 00:49:32,406 momoi-test-dio INFO ====> Epoch: 84
2023-05-02 00:49:37,622 momoi-test-dio INFO ====> Epoch: 85
2023-05-02 00:49:42,723 momoi-test-dio INFO ====> Epoch: 86
2023-05-02 00:49:48,009 momoi-test-dio INFO ====> Epoch: 87
2023-05-02 00:49:53,259 momoi-test-dio INFO ====> Epoch: 88
2023-05-02 00:49:58,447 momoi-test-dio INFO ====> Epoch: 89
2023-05-02 00:50:03,662 momoi-test-dio INFO ====> Epoch: 90
2023-05-02 00:50:04,098 momoi-test-dio INFO Train Epoch: 91 [0%]
2023-05-02 00:50:04,098 momoi-test-dio INFO [1800, 9.888123492943583e-05]
2023-05-02 00:50:04,098 momoi-test-dio INFO loss_disc=2.413, loss_gen=3.635, loss_fm=15.296,loss_mel=24.656, loss_kl=0.920
2023-05-02 00:50:09,520 momoi-test-dio INFO ====> Epoch: 91
2023-05-02 00:50:14,720 momoi-test-dio INFO ====> Epoch: 92
2023-05-02 00:50:19,935 momoi-test-dio INFO ====> Epoch: 93
2023-05-02 00:50:25,188 momoi-test-dio INFO ====> Epoch: 94
2023-05-02 00:50:30,531 momoi-test-dio INFO ====> Epoch: 95
2023-05-02 00:50:35,687 momoi-test-dio INFO ====> Epoch: 96
2023-05-02 00:50:40,825 momoi-test-dio INFO ====> Epoch: 97
2023-05-02 00:50:46,122 momoi-test-dio INFO ====> Epoch: 98
2023-05-02 00:50:51,347 momoi-test-dio INFO ====> Epoch: 99
2023-05-02 00:50:56,617 momoi-test-dio INFO Saving model and optimizer state at epoch 100 to ./logs/momoi-test-dio/G_2000.pth
2023-05-02 00:50:57,310 momoi-test-dio INFO Saving model and optimizer state at epoch 100 to ./logs/momoi-test-dio/D_2000.pth
2023-05-02 00:50:58,096 momoi-test-dio INFO ====> Epoch: 100
2023-05-02 00:50:58,096 momoi-test-dio INFO Training is done. The program is closed.
2023-05-02 00:50:58,209 momoi-test-dio INFO saving final ckpt:Success.