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2023-08-16 01:19:51,781 mi-test INFO {'train': {'log_interval': 200, 'seed': 1234, 'epochs': 20000, 'learning_rate': 0.0001, 'betas': [0.8, 0.99], 'eps': 1e-09, 'batch_size': 15, 'fp16_run': False, '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/mi-test/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/mi-test', 'experiment_dir': './logs/mi-test', 'save_every_epoch': 5, 'name': 'mi-test', 'total_epoch': 54, '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}
2023-08-16 01:19:53,652 mi-test INFO loaded pretrained pretrained_v2/f0G40k.pth
2023-08-16 01:19:53,772 mi-test INFO loaded pretrained pretrained_v2/f0D40k.pth
2023-08-16 01:20:20,466 mi-test INFO Train Epoch: 1 [0%]
2023-08-16 01:20:20,467 mi-test INFO [0, 0.0001]
2023-08-16 01:20:20,467 mi-test INFO loss_disc=4.187, loss_gen=4.319, loss_fm=16.840,loss_mel=30.539, loss_kl=9.000
2023-08-16 01:20:23,944 mi-test INFO ====> Epoch: 1 [2023-08-16 01:20:23] | (0:00:29.912925)
2023-08-16 01:20:28,342 mi-test INFO ====> Epoch: 2 [2023-08-16 01:20:28] | (0:00:04.381267)
2023-08-16 01:20:32,676 mi-test INFO ====> Epoch: 3 [2023-08-16 01:20:32] | (0:00:04.327718)
2023-08-16 01:20:37,016 mi-test INFO ====> Epoch: 4 [2023-08-16 01:20:37] | (0:00:04.333331)
2023-08-16 01:20:41,500 mi-test INFO Saving model and optimizer state at epoch 5 to ./logs/mi-test/G_2333333.pth
2023-08-16 01:20:47,707 mi-test INFO Saving model and optimizer state at epoch 5 to ./logs/mi-test/D_2333333.pth
2023-08-16 01:20:52,941 mi-test INFO ====> Epoch: 5 [2023-08-16 01:20:52] | (0:00:15.916218)
2023-08-16 01:20:57,667 mi-test INFO ====> Epoch: 6 [2023-08-16 01:20:57] | (0:00:04.715374)
2023-08-16 01:21:02,238 mi-test INFO ====> Epoch: 7 [2023-08-16 01:21:02] | (0:00:04.554803)
2023-08-16 01:21:06,811 mi-test INFO ====> Epoch: 8 [2023-08-16 01:21:06] | (0:00:04.563808)
2023-08-16 01:21:11,348 mi-test INFO ====> Epoch: 9 [2023-08-16 01:21:11] | (0:00:04.526578)
2023-08-16 01:21:15,755 mi-test INFO Saving model and optimizer state at epoch 10 to ./logs/mi-test/G_2333333.pth
2023-08-16 01:21:17,241 mi-test INFO Saving model and optimizer state at epoch 10 to ./logs/mi-test/D_2333333.pth
2023-08-16 01:21:20,640 mi-test INFO ====> Epoch: 10 [2023-08-16 01:21:20] | (0:00:09.286546)
2023-08-16 01:21:25,296 mi-test INFO ====> Epoch: 11 [2023-08-16 01:21:25] | (0:00:04.646213)
2023-08-16 01:21:29,802 mi-test INFO ====> Epoch: 12 [2023-08-16 01:21:29] | (0:00:04.496793)
2023-08-16 01:21:34,199 mi-test INFO ====> Epoch: 13 [2023-08-16 01:21:34] | (0:00:04.390876)
2023-08-16 01:21:38,853 mi-test INFO ====> Epoch: 14 [2023-08-16 01:21:38] | (0:00:04.648518)
2023-08-16 01:21:43,474 mi-test INFO Saving model and optimizer state at epoch 15 to ./logs/mi-test/G_2333333.pth
2023-08-16 01:21:45,163 mi-test INFO Saving model and optimizer state at epoch 15 to ./logs/mi-test/D_2333333.pth
2023-08-16 01:21:48,974 mi-test INFO ====> Epoch: 15 [2023-08-16 01:21:48] | (0:00:10.111509)
2023-08-16 01:21:53,582 mi-test INFO ====> Epoch: 16 [2023-08-16 01:21:53] | (0:00:04.597030)
2023-08-16 01:21:58,089 mi-test INFO ====> Epoch: 17 [2023-08-16 01:21:58] | (0:00:04.500031)
2023-08-16 01:22:02,707 mi-test INFO ====> Epoch: 18 [2023-08-16 01:22:02] | (0:00:04.610551)
2023-08-16 01:22:07,303 mi-test INFO ====> Epoch: 19 [2023-08-16 01:22:07] | (0:00:04.586257)
2023-08-16 01:22:11,791 mi-test INFO Saving model and optimizer state at epoch 20 to ./logs/mi-test/G_2333333.pth
2023-08-16 01:22:17,800 mi-test INFO Saving model and optimizer state at epoch 20 to ./logs/mi-test/D_2333333.pth
2023-08-16 01:22:27,755 mi-test INFO ====> Epoch: 20 [2023-08-16 01:22:27] | (0:00:20.445530)
2023-08-16 01:22:32,325 mi-test INFO ====> Epoch: 21 [2023-08-16 01:22:32] | (0:00:04.560709)
2023-08-16 01:22:36,950 mi-test INFO ====> Epoch: 22 [2023-08-16 01:22:36] | (0:00:04.615534)
2023-08-16 01:22:41,479 mi-test INFO ====> Epoch: 23 [2023-08-16 01:22:41] | (0:00:04.520436)
2023-08-16 01:22:45,978 mi-test INFO ====> Epoch: 24 [2023-08-16 01:22:45] | (0:00:04.493051)
2023-08-16 01:22:50,524 mi-test INFO Saving model and optimizer state at epoch 25 to ./logs/mi-test/G_2333333.pth
2023-08-16 01:22:52,165 mi-test INFO Saving model and optimizer state at epoch 25 to ./logs/mi-test/D_2333333.pth
2023-08-16 01:23:01,091 mi-test INFO ====> Epoch: 25 [2023-08-16 01:23:01] | (0:00:15.105787)
2023-08-16 01:23:05,641 mi-test INFO ====> Epoch: 26 [2023-08-16 01:23:05] | (0:00:04.540545)
2023-08-16 01:23:10,289 mi-test INFO ====> Epoch: 27 [2023-08-16 01:23:10] | (0:00:04.638402)
2023-08-16 01:23:14,849 mi-test INFO ====> Epoch: 28 [2023-08-16 01:23:14] | (0:00:04.550910)
2023-08-16 01:23:19,367 mi-test INFO ====> Epoch: 29 [2023-08-16 01:23:19] | (0:00:04.512500)
2023-08-16 01:23:23,957 mi-test INFO Saving model and optimizer state at epoch 30 to ./logs/mi-test/G_2333333.pth
2023-08-16 01:23:25,862 mi-test INFO Saving model and optimizer state at epoch 30 to ./logs/mi-test/D_2333333.pth
2023-08-16 01:23:31,883 mi-test INFO ====> Epoch: 30 [2023-08-16 01:23:31] | (0:00:12.509927)
2023-08-16 01:23:36,769 mi-test INFO ====> Epoch: 31 [2023-08-16 01:23:36] | (0:00:04.871875)
2023-08-16 01:23:41,482 mi-test INFO ====> Epoch: 32 [2023-08-16 01:23:41] | (0:00:04.699720)
2023-08-16 01:23:45,988 mi-test INFO ====> Epoch: 33 [2023-08-16 01:23:45] | (0:00:04.500245)
2023-08-16 01:23:50,565 mi-test INFO ====> Epoch: 34 [2023-08-16 01:23:50] | (0:00:04.570393)
2023-08-16 01:23:55,280 mi-test INFO Saving model and optimizer state at epoch 35 to ./logs/mi-test/G_2333333.pth
2023-08-16 01:24:04,533 mi-test INFO Saving model and optimizer state at epoch 35 to ./logs/mi-test/D_2333333.pth
2023-08-16 01:24:11,621 mi-test INFO ====> Epoch: 35 [2023-08-16 01:24:11] | (0:00:21.047250)
2023-08-16 01:24:16,304 mi-test INFO ====> Epoch: 36 [2023-08-16 01:24:16] | (0:00:04.672557)
2023-08-16 01:24:20,803 mi-test INFO ====> Epoch: 37 [2023-08-16 01:24:20] | (0:00:04.492777)
2023-08-16 01:24:25,358 mi-test INFO ====> Epoch: 38 [2023-08-16 01:24:25] | (0:00:04.549415)
2023-08-16 01:24:30,047 mi-test INFO ====> Epoch: 39 [2023-08-16 01:24:30] | (0:00:04.679675)
2023-08-16 01:24:34,636 mi-test INFO Saving model and optimizer state at epoch 40 to ./logs/mi-test/G_2333333.pth
2023-08-16 01:24:36,144 mi-test INFO Saving model and optimizer state at epoch 40 to ./logs/mi-test/D_2333333.pth
2023-08-16 01:24:44,049 mi-test INFO ====> Epoch: 40 [2023-08-16 01:24:44] | (0:00:13.990593)
2023-08-16 01:24:48,831 mi-test INFO ====> Epoch: 41 [2023-08-16 01:24:48] | (0:00:04.773077)
2023-08-16 01:24:53,376 mi-test INFO ====> Epoch: 42 [2023-08-16 01:24:53] | (0:00:04.537965)
2023-08-16 01:24:57,951 mi-test INFO ====> Epoch: 43 [2023-08-16 01:24:57] | (0:00:04.569375)
2023-08-16 01:25:02,647 mi-test INFO ====> Epoch: 44 [2023-08-16 01:25:02] | (0:00:04.687481)
2023-08-16 01:25:07,352 mi-test INFO Saving model and optimizer state at epoch 45 to ./logs/mi-test/G_2333333.pth
2023-08-16 01:25:08,831 mi-test INFO Saving model and optimizer state at epoch 45 to ./logs/mi-test/D_2333333.pth
2023-08-16 01:25:12,260 mi-test INFO ====> Epoch: 45 [2023-08-16 01:25:12] | (0:00:09.604363)
2023-08-16 01:25:16,909 mi-test INFO ====> Epoch: 46 [2023-08-16 01:25:16] | (0:00:04.642898)
2023-08-16 01:25:21,630 mi-test INFO ====> Epoch: 47 [2023-08-16 01:25:21] | (0:00:04.712468)
2023-08-16 01:25:26,278 mi-test INFO ====> Epoch: 48 [2023-08-16 01:25:26] | (0:00:04.639517)
2023-08-16 01:25:30,857 mi-test INFO ====> Epoch: 49 [2023-08-16 01:25:30] | (0:00:04.572426)
2023-08-16 01:25:35,461 mi-test INFO Saving model and optimizer state at epoch 50 to ./logs/mi-test/G_2333333.pth
2023-08-16 01:25:37,192 mi-test INFO Saving model and optimizer state at epoch 50 to ./logs/mi-test/D_2333333.pth
2023-08-16 01:25:40,799 mi-test INFO ====> Epoch: 50 [2023-08-16 01:25:40] | (0:00:09.934224)
2023-08-16 01:25:45,639 mi-test INFO ====> Epoch: 51 [2023-08-16 01:25:45] | (0:00:04.811589)
2023-08-16 01:25:50,200 mi-test INFO ====> Epoch: 52 [2023-08-16 01:25:50] | (0:00:04.554874)
2023-08-16 01:25:54,891 mi-test INFO ====> Epoch: 53 [2023-08-16 01:25:54] | (0:00:04.685894)
2023-08-16 01:25:59,705 mi-test INFO ====> Epoch: 54 [2023-08-16 01:25:59] | (0:00:04.798929)
2023-08-16 01:25:59,706 mi-test INFO Training is done. The program is closed.
2023-08-16 01:25:59,945 mi-test INFO saving final ckpt:Success.
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