model/midori/train.log

2023-05-16 22:03:41,088	midori-rvc-v2	INFO	{'train': {'log_interval': 200, 'seed': 1234, 'epochs': 20000, 'learning_rate': 0.0001, 'betas': [0.8, 0.99], 'eps': 1e-09, 'batch_size': 16, '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/midori-rvc-v2/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/midori-rvc-v2', 'experiment_dir': './logs/midori-rvc-v2', 'save_every_epoch': 50, 'name': 'midori-rvc-v2', 'total_epoch': 150, 'pretrainG': 'pretrained_v2/f0G40k.pth', 'pretrainD': 'pretrained_v2/f0D40k.pth', 'version': 'v2', 'gpus': '0', 'sample_rate': '40k', 'if_f0': 1, 'if_latest': 1, 'save_every_weights': '0', 'if_cache_data_in_gpu': 0}
2023-05-16 22:03:42,752	midori-rvc-v2	INFO	loaded pretrained pretrained_v2/f0G40k.pth pretrained_v2/f0D40k.pth
2023-05-16 22:03:49,819	midori-rvc-v2	INFO	Train Epoch: 1 [0%]
2023-05-16 22:03:49,819	midori-rvc-v2	INFO	[0, 0.0001]
2023-05-16 22:03:49,819	midori-rvc-v2	INFO	loss_disc=4.279, loss_gen=2.788, loss_fm=13.148,loss_mel=34.442, loss_kl=9.000
2023-05-16 22:03:56,601	midori-rvc-v2	INFO	====> Epoch: 1
2023-05-16 22:04:02,095	midori-rvc-v2	INFO	====> Epoch: 2
2023-05-16 22:04:07,354	midori-rvc-v2	INFO	====> Epoch: 3
2023-05-16 22:04:12,580	midori-rvc-v2	INFO	====> Epoch: 4
2023-05-16 22:04:17,651	midori-rvc-v2	INFO	====> Epoch: 5
2023-05-16 22:04:23,041	midori-rvc-v2	INFO	====> Epoch: 6
2023-05-16 22:04:28,195	midori-rvc-v2	INFO	====> Epoch: 7
2023-05-16 22:04:33,282	midori-rvc-v2	INFO	====> Epoch: 8
2023-05-16 22:04:38,363	midori-rvc-v2	INFO	====> Epoch: 9
2023-05-16 22:04:43,470	midori-rvc-v2	INFO	====> Epoch: 10
2023-05-16 22:04:48,551	midori-rvc-v2	INFO	====> Epoch: 11
2023-05-16 22:04:53,735	midori-rvc-v2	INFO	====> Epoch: 12
2023-05-16 22:04:58,832	midori-rvc-v2	INFO	====> Epoch: 13
2023-05-16 22:05:03,968	midori-rvc-v2	INFO	====> Epoch: 14
2023-05-16 22:05:09,122	midori-rvc-v2	INFO	====> Epoch: 15
2023-05-16 22:05:14,229	midori-rvc-v2	INFO	====> Epoch: 16
2023-05-16 22:05:18,133	midori-rvc-v2	INFO	Train Epoch: 17 [67%]
2023-05-16 22:05:18,134	midori-rvc-v2	INFO	[200, 9.980018739066937e-05]
2023-05-16 22:05:18,134	midori-rvc-v2	INFO	loss_disc=3.990, loss_gen=3.025, loss_fm=11.435,loss_mel=21.233, loss_kl=1.450
2023-05-16 22:05:19,923	midori-rvc-v2	INFO	====> Epoch: 17
2023-05-16 22:05:25,067	midori-rvc-v2	INFO	====> Epoch: 18
2023-05-16 22:05:30,132	midori-rvc-v2	INFO	====> Epoch: 19
2023-05-16 22:05:35,173	midori-rvc-v2	INFO	====> Epoch: 20
2023-05-16 22:05:40,272	midori-rvc-v2	INFO	====> Epoch: 21
2023-05-16 22:05:45,345	midori-rvc-v2	INFO	====> Epoch: 22
2023-05-16 22:05:50,467	midori-rvc-v2	INFO	====> Epoch: 23
2023-05-16 22:05:55,582	midori-rvc-v2	INFO	====> Epoch: 24
2023-05-16 22:06:00,733	midori-rvc-v2	INFO	====> Epoch: 25
2023-05-16 22:06:05,913	midori-rvc-v2	INFO	====> Epoch: 26
2023-05-16 22:06:10,988	midori-rvc-v2	INFO	====> Epoch: 27
2023-05-16 22:06:16,106	midori-rvc-v2	INFO	====> Epoch: 28
2023-05-16 22:06:21,253	midori-rvc-v2	INFO	====> Epoch: 29
2023-05-16 22:06:26,339	midori-rvc-v2	INFO	====> Epoch: 30
2023-05-16 22:06:31,412	midori-rvc-v2	INFO	====> Epoch: 31
2023-05-16 22:06:36,622	midori-rvc-v2	INFO	====> Epoch: 32
2023-05-16 22:06:41,721	midori-rvc-v2	INFO	====> Epoch: 33
2023-05-16 22:06:43,898	midori-rvc-v2	INFO	Train Epoch: 34 [33%]
2023-05-16 22:06:43,899	midori-rvc-v2	INFO	[400, 9.95883239353732e-05]
2023-05-16 22:06:43,899	midori-rvc-v2	INFO	loss_disc=3.722, loss_gen=3.839, loss_fm=15.287,loss_mel=24.253, loss_kl=1.245
2023-05-16 22:06:47,361	midori-rvc-v2	INFO	====> Epoch: 34
2023-05-16 22:06:52,406	midori-rvc-v2	INFO	====> Epoch: 35
2023-05-16 22:06:57,486	midori-rvc-v2	INFO	====> Epoch: 36
2023-05-16 22:07:02,557	midori-rvc-v2	INFO	====> Epoch: 37
2023-05-16 22:07:07,705	midori-rvc-v2	INFO	====> Epoch: 38
2023-05-16 22:07:12,793	midori-rvc-v2	INFO	====> Epoch: 39
2023-05-16 22:07:17,974	midori-rvc-v2	INFO	====> Epoch: 40
2023-05-16 22:07:23,080	midori-rvc-v2	INFO	====> Epoch: 41
2023-05-16 22:07:28,439	midori-rvc-v2	INFO	====> Epoch: 42
2023-05-16 22:07:33,612	midori-rvc-v2	INFO	====> Epoch: 43
2023-05-16 22:07:38,723	midori-rvc-v2	INFO	====> Epoch: 44
2023-05-16 22:07:43,906	midori-rvc-v2	INFO	====> Epoch: 45
2023-05-16 22:07:49,029	midori-rvc-v2	INFO	====> Epoch: 46
2023-05-16 22:07:54,142	midori-rvc-v2	INFO	====> Epoch: 47
2023-05-16 22:07:59,270	midori-rvc-v2	INFO	====> Epoch: 48
2023-05-16 22:08:04,344	midori-rvc-v2	INFO	====> Epoch: 49
2023-05-16 22:08:09,609	midori-rvc-v2	INFO	Saving model and optimizer state at epoch 50 to ./logs/midori-rvc-v2/G_2333333.pth
2023-05-16 22:08:10,173	midori-rvc-v2	INFO	Saving model and optimizer state at epoch 50 to ./logs/midori-rvc-v2/D_2333333.pth
2023-05-16 22:08:11,095	midori-rvc-v2	INFO	====> Epoch: 50
2023-05-16 22:08:11,629	midori-rvc-v2	INFO	Train Epoch: 51 [0%]
2023-05-16 22:08:11,630	midori-rvc-v2	INFO	[600, 9.937691023999092e-05]
2023-05-16 22:08:11,630	midori-rvc-v2	INFO	loss_disc=3.838, loss_gen=3.104, loss_fm=13.830,loss_mel=19.631, loss_kl=0.700
2023-05-16 22:08:16,563	midori-rvc-v2	INFO	====> Epoch: 51
2023-05-16 22:08:21,714	midori-rvc-v2	INFO	====> Epoch: 52
2023-05-16 22:08:26,853	midori-rvc-v2	INFO	====> Epoch: 53
2023-05-16 22:08:31,990	midori-rvc-v2	INFO	====> Epoch: 54
2023-05-16 22:08:37,111	midori-rvc-v2	INFO	====> Epoch: 55
2023-05-16 22:08:42,273	midori-rvc-v2	INFO	====> Epoch: 56
2023-05-16 22:08:47,556	midori-rvc-v2	INFO	====> Epoch: 57
2023-05-16 22:08:52,750	midori-rvc-v2	INFO	====> Epoch: 58
2023-05-16 22:08:58,125	midori-rvc-v2	INFO	====> Epoch: 59
2023-05-16 22:09:03,337	midori-rvc-v2	INFO	====> Epoch: 60
2023-05-16 22:09:08,652	midori-rvc-v2	INFO	====> Epoch: 61
2023-05-16 22:09:13,735	midori-rvc-v2	INFO	====> Epoch: 62
2023-05-16 22:09:18,893	midori-rvc-v2	INFO	====> Epoch: 63
2023-05-16 22:09:23,993	midori-rvc-v2	INFO	====> Epoch: 64
2023-05-16 22:09:29,155	midori-rvc-v2	INFO	====> Epoch: 65
2023-05-16 22:09:34,347	midori-rvc-v2	INFO	====> Epoch: 66
2023-05-16 22:09:38,265	midori-rvc-v2	INFO	Train Epoch: 67 [67%]
2023-05-16 22:09:38,266	midori-rvc-v2	INFO	[800, 9.917834264256819e-05]
2023-05-16 22:09:38,266	midori-rvc-v2	INFO	loss_disc=3.516, loss_gen=3.605, loss_fm=12.210,loss_mel=19.249, loss_kl=1.009
2023-05-16 22:09:39,892	midori-rvc-v2	INFO	====> Epoch: 67
2023-05-16 22:09:45,117	midori-rvc-v2	INFO	====> Epoch: 68
2023-05-16 22:09:50,294	midori-rvc-v2	INFO	====> Epoch: 69
2023-05-16 22:09:55,426	midori-rvc-v2	INFO	====> Epoch: 70
2023-05-16 22:10:00,599	midori-rvc-v2	INFO	====> Epoch: 71
2023-05-16 22:10:05,782	midori-rvc-v2	INFO	====> Epoch: 72
2023-05-16 22:10:10,947	midori-rvc-v2	INFO	====> Epoch: 73
2023-05-16 22:10:16,046	midori-rvc-v2	INFO	====> Epoch: 74
2023-05-16 22:10:21,390	midori-rvc-v2	INFO	====> Epoch: 75
2023-05-16 22:10:26,522	midori-rvc-v2	INFO	====> Epoch: 76
2023-05-16 22:10:31,662	midori-rvc-v2	INFO	====> Epoch: 77
2023-05-16 22:10:36,755	midori-rvc-v2	INFO	====> Epoch: 78
2023-05-16 22:10:41,918	midori-rvc-v2	INFO	====> Epoch: 79
2023-05-16 22:10:47,004	midori-rvc-v2	INFO	====> Epoch: 80
2023-05-16 22:10:52,118	midori-rvc-v2	INFO	====> Epoch: 81
2023-05-16 22:10:57,247	midori-rvc-v2	INFO	====> Epoch: 82
2023-05-16 22:11:02,312	midori-rvc-v2	INFO	====> Epoch: 83
2023-05-16 22:11:04,581	midori-rvc-v2	INFO	Train Epoch: 84 [33%]
2023-05-16 22:11:04,581	midori-rvc-v2	INFO	[1000, 9.896779928676716e-05]
2023-05-16 22:11:04,582	midori-rvc-v2	INFO	loss_disc=3.795, loss_gen=3.282, loss_fm=12.988,loss_mel=19.557, loss_kl=0.798
2023-05-16 22:11:07,868	midori-rvc-v2	INFO	====> Epoch: 84
2023-05-16 22:11:13,010	midori-rvc-v2	INFO	====> Epoch: 85
2023-05-16 22:11:18,149	midori-rvc-v2	INFO	====> Epoch: 86
2023-05-16 22:11:23,389	midori-rvc-v2	INFO	====> Epoch: 87
2023-05-16 22:11:28,537	midori-rvc-v2	INFO	====> Epoch: 88
2023-05-16 22:11:33,667	midori-rvc-v2	INFO	====> Epoch: 89
2023-05-16 22:11:38,902	midori-rvc-v2	INFO	====> Epoch: 90
2023-05-16 22:11:44,097	midori-rvc-v2	INFO	====> Epoch: 91
2023-05-16 22:11:49,229	midori-rvc-v2	INFO	====> Epoch: 92
2023-05-16 22:11:54,370	midori-rvc-v2	INFO	====> Epoch: 93
2023-05-16 22:11:59,515	midori-rvc-v2	INFO	====> Epoch: 94
2023-05-16 22:12:04,598	midori-rvc-v2	INFO	====> Epoch: 95
2023-05-16 22:12:09,689	midori-rvc-v2	INFO	====> Epoch: 96
2023-05-16 22:12:14,749	midori-rvc-v2	INFO	====> Epoch: 97
2023-05-16 22:12:19,885	midori-rvc-v2	INFO	====> Epoch: 98
2023-05-16 22:12:25,055	midori-rvc-v2	INFO	====> Epoch: 99
2023-05-16 22:12:30,251	midori-rvc-v2	INFO	Saving model and optimizer state at epoch 100 to ./logs/midori-rvc-v2/G_2333333.pth
2023-05-16 22:12:31,882	midori-rvc-v2	INFO	Saving model and optimizer state at epoch 100 to ./logs/midori-rvc-v2/D_2333333.pth
2023-05-16 22:12:34,893	midori-rvc-v2	INFO	====> Epoch: 100
2023-05-16 22:12:35,557	midori-rvc-v2	INFO	Train Epoch: 101 [0%]
2023-05-16 22:12:35,557	midori-rvc-v2	INFO	[1200, 9.875770288847208e-05]
2023-05-16 22:12:35,558	midori-rvc-v2	INFO	loss_disc=3.574, loss_gen=4.095, loss_fm=17.371,loss_mel=22.282, loss_kl=0.610
2023-05-16 22:12:40,643	midori-rvc-v2	INFO	====> Epoch: 101
2023-05-16 22:12:46,071	midori-rvc-v2	INFO	====> Epoch: 102
2023-05-16 22:12:51,173	midori-rvc-v2	INFO	====> Epoch: 103
2023-05-16 22:12:56,332	midori-rvc-v2	INFO	====> Epoch: 104
2023-05-16 22:13:01,394	midori-rvc-v2	INFO	====> Epoch: 105
2023-05-16 22:13:06,516	midori-rvc-v2	INFO	====> Epoch: 106
2023-05-16 22:13:11,661	midori-rvc-v2	INFO	====> Epoch: 107
2023-05-16 22:13:16,792	midori-rvc-v2	INFO	====> Epoch: 108
2023-05-16 22:13:21,884	midori-rvc-v2	INFO	====> Epoch: 109
2023-05-16 22:13:26,935	midori-rvc-v2	INFO	====> Epoch: 110
2023-05-16 22:13:32,093	midori-rvc-v2	INFO	====> Epoch: 111
2023-05-16 22:13:37,172	midori-rvc-v2	INFO	====> Epoch: 112
2023-05-16 22:13:42,279	midori-rvc-v2	INFO	====> Epoch: 113
2023-05-16 22:13:47,611	midori-rvc-v2	INFO	====> Epoch: 114
2023-05-16 22:13:52,785	midori-rvc-v2	INFO	====> Epoch: 115
2023-05-16 22:13:57,872	midori-rvc-v2	INFO	====> Epoch: 116
2023-05-16 22:14:01,729	midori-rvc-v2	INFO	Train Epoch: 117 [67%]
2023-05-16 22:14:01,729	midori-rvc-v2	INFO	[1400, 9.85603725454156e-05]
2023-05-16 22:14:01,730	midori-rvc-v2	INFO	loss_disc=3.418, loss_gen=3.950, loss_fm=19.222,loss_mel=22.157, loss_kl=0.956
2023-05-16 22:14:03,521	midori-rvc-v2	INFO	====> Epoch: 117
2023-05-16 22:14:08,597	midori-rvc-v2	INFO	====> Epoch: 118
2023-05-16 22:14:13,707	midori-rvc-v2	INFO	====> Epoch: 119
2023-05-16 22:14:18,831	midori-rvc-v2	INFO	====> Epoch: 120
2023-05-16 22:14:23,934	midori-rvc-v2	INFO	====> Epoch: 121
2023-05-16 22:14:29,091	midori-rvc-v2	INFO	====> Epoch: 122
2023-05-16 22:14:34,270	midori-rvc-v2	INFO	====> Epoch: 123
2023-05-16 22:14:39,436	midori-rvc-v2	INFO	====> Epoch: 124
2023-05-16 22:14:44,613	midori-rvc-v2	INFO	====> Epoch: 125
2023-05-16 22:14:49,726	midori-rvc-v2	INFO	====> Epoch: 126
2023-05-16 22:14:55,031	midori-rvc-v2	INFO	====> Epoch: 127
2023-05-16 22:15:00,254	midori-rvc-v2	INFO	====> Epoch: 128
2023-05-16 22:15:05,355	midori-rvc-v2	INFO	====> Epoch: 129
2023-05-16 22:15:10,474	midori-rvc-v2	INFO	====> Epoch: 130
2023-05-16 22:15:15,586	midori-rvc-v2	INFO	====> Epoch: 131
2023-05-16 22:15:20,807	midori-rvc-v2	INFO	====> Epoch: 132
2023-05-16 22:15:25,925	midori-rvc-v2	INFO	====> Epoch: 133
2023-05-16 22:15:28,094	midori-rvc-v2	INFO	Train Epoch: 134 [33%]
2023-05-16 22:15:28,095	midori-rvc-v2	INFO	[1600, 9.835114106370493e-05]
2023-05-16 22:15:28,095	midori-rvc-v2	INFO	loss_disc=3.449, loss_gen=3.704, loss_fm=14.827,loss_mel=18.624, loss_kl=0.749
2023-05-16 22:15:31,528	midori-rvc-v2	INFO	====> Epoch: 134
2023-05-16 22:15:36,649	midori-rvc-v2	INFO	====> Epoch: 135
2023-05-16 22:15:41,794	midori-rvc-v2	INFO	====> Epoch: 136
2023-05-16 22:15:46,989	midori-rvc-v2	INFO	====> Epoch: 137
2023-05-16 22:15:52,145	midori-rvc-v2	INFO	====> Epoch: 138
2023-05-16 22:15:57,271	midori-rvc-v2	INFO	====> Epoch: 139
2023-05-16 22:16:02,396	midori-rvc-v2	INFO	====> Epoch: 140
2023-05-16 22:16:07,469	midori-rvc-v2	INFO	====> Epoch: 141
2023-05-16 22:16:12,694	midori-rvc-v2	INFO	====> Epoch: 142
2023-05-16 22:16:17,812	midori-rvc-v2	INFO	====> Epoch: 143
2023-05-16 22:16:22,991	midori-rvc-v2	INFO	====> Epoch: 144
2023-05-16 22:16:28,118	midori-rvc-v2	INFO	====> Epoch: 145
2023-05-16 22:16:33,234	midori-rvc-v2	INFO	====> Epoch: 146
2023-05-16 22:16:38,373	midori-rvc-v2	INFO	====> Epoch: 147
2023-05-16 22:16:43,543	midori-rvc-v2	INFO	====> Epoch: 148
2023-05-16 22:16:48,676	midori-rvc-v2	INFO	====> Epoch: 149
2023-05-16 22:16:53,827	midori-rvc-v2	INFO	Saving model and optimizer state at epoch 150 to ./logs/midori-rvc-v2/G_2333333.pth
2023-05-16 22:16:55,592	midori-rvc-v2	INFO	Saving model and optimizer state at epoch 150 to ./logs/midori-rvc-v2/D_2333333.pth
2023-05-16 22:16:58,697	midori-rvc-v2	INFO	====> Epoch: 150
2023-05-16 22:16:58,697	midori-rvc-v2	INFO	Training is done. The program is closed.
2023-05-16 22:16:58,794	midori-rvc-v2	INFO	saving final ckpt:Success.