File size: 10,832 Bytes
01ec1bb
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47
48
49
50
51
52
53
54
55
56
57
58
59
60
61
62
63
64
65
66
67
68
69
70
71
72
73
74
75
76
77
78
79
80
81
82
83
84
85
86
87
88
89
90
91
92
93
94
95
96
97
98
99
100
101
102
103
104
105
106
107
108
109
110
111
112
113
114
115
116
117
118
119
120
121
122
123
124
125
126
127
128
129
130
131
132
133
134
135
136
137
138
139
140
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.