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2024-07-31 15:58:37,415 vctk_base INFO {'train': {'log_interval': 200, 'eval_interval': 1000, 'seed': 1234, 'epochs': 10000, 'learning_rate': 0.0002, 'betas': [0.8, 0.99], 'eps': 1e-09, 'batch_size': 64, 'fp16_run': False, 'lr_decay': 0.999875, 'segment_size': 8192, 'init_lr_ratio': 1, 'warmup_epochs': 0, 'c_mel': 45, 'c_kl': 1.0}, 'data': {'use_mel_posterior_encoder': True, 'training_files': 'filelists/vctk_audio_sid_text_train_filelist.txt.cleaned', 'validation_files': 'filelists/vctk_audio_sid_text_val_filelist.txt.cleaned', 'text_cleaners': ['english_cleaners2'], 'max_wav_value': 32768.0, 'sampling_rate': 22050, 'filter_length': 1024, 'hop_length': 256, 'win_length': 1024, 'n_mel_channels': 80, 'mel_fmin': 0.0, 'mel_fmax': None, 'add_blank': False, 'n_speakers': 109, 'cleaned_text': True}, 'model': {'use_mel_posterior_encoder': True, 'use_transformer_flows': True, 'transformer_flow_type': 'pre_conv', 'use_spk_conditioned_encoder': True, 'use_noise_scaled_mas': True, 'use_duration_discriminator': False, 'inter_channels': 192, 'hidden_channels': 192, 'filter_channels': 768, 'n_heads': 2, 'n_layers': 6, 'kernel_size': 3, 'p_dropout': 0.1, 'resblock': '1', 'resblock_kernel_sizes': [3, 7, 11], 'resblock_dilation_sizes': [[1, 3, 5], [1, 3, 5], [1, 3, 5]], 'upsample_rates': [8, 8, 2, 2], 'upsample_initial_channel': 512, 'upsample_kernel_sizes': [16, 16, 4, 4], 'n_layers_q': 3, 'use_spectral_norm': False, 'use_sdp': False, 'gin_channels': 256}, 'model_dir': './logs/vctk_base'}
2024-07-31 15:59:46,748 vctk_base INFO Train Epoch: 1 [0%]
2024-07-31 15:59:46,749 vctk_base INFO [5.95834493637085, 4.447598457336426, 0.5945128798484802, 80.78205871582031, 1.6755988597869873, 382.7722473144531, 0, 0.0002]
2024-07-31 15:59:54,153 vctk_base INFO Saving model and optimizer state at iteration 1 to ./logs/vctk_base/G_0.pth
2024-07-31 15:59:54,649 vctk_base INFO Saving model and optimizer state at iteration 1 to ./logs/vctk_base/D_0.pth
2024-07-31 16:10:35,610 vctk_base INFO ====> Epoch: 1
2024-07-31 16:11:43,492 vctk_base INFO Train Epoch: 2 [15%]
2024-07-31 16:11:43,493 vctk_base INFO [2.9280824661254883, 2.1821279525756836, 1.6974865198135376, 34.330299377441406, 0.9032274484634399, 2.9195711612701416, 200, 0.000199975]
2024-07-31 16:16:21,857 vctk_base INFO ====> Epoch: 2
2024-07-31 16:17:41,687 vctk_base INFO Train Epoch: 3 [30%]
2024-07-31 16:17:41,688 vctk_base INFO [2.600605010986328, 1.9394288063049316, 1.9603354930877686, 31.105972290039062, 0.8931986093521118, 2.5727241039276123, 400, 0.000199950003125]
2024-07-31 16:20:27,208 vctk_base INFO ====> Epoch: 3
2024-07-31 16:22:27,692 vctk_base INFO Train Epoch: 4 [45%]
2024-07-31 16:22:27,693 vctk_base INFO [2.38808536529541, 2.2886123657226562, 3.368988513946533, 28.492382049560547, 0.8514041900634766, 2.7287182807922363, 600, 0.00019992500937460937]
2024-07-31 16:23:36,964 vctk_base INFO ====> Epoch: 4
2024-07-31 16:26:27,606 vctk_base INFO Train Epoch: 5 [60%]
2024-07-31 16:26:27,607 vctk_base INFO [2.7892253398895264, 1.5592807531356812, 1.797709345817566, 26.904010772705078, 0.8325083255767822, 2.5772321224212646, 800, 0.00019990001874843754]
2024-07-31 16:27:22,899 vctk_base INFO ====> Epoch: 5
2024-07-31 16:30:35,911 vctk_base INFO Train Epoch: 6 [75%]
2024-07-31 16:30:35,912 vctk_base INFO [2.77366042137146, 1.8799923658370972, 1.9885990619659424, 25.85253143310547, 0.8241404294967651, 2.4684202671051025, 1000, 0.00019987503124609398]
2024-07-31 16:30:41,251 vctk_base INFO Saving model and optimizer state at iteration 6 to ./logs/vctk_base/G_1000.pth
2024-07-31 16:30:41,707 vctk_base INFO Saving model and optimizer state at iteration 6 to ./logs/vctk_base/D_1000.pth
2024-07-31 16:31:33,847 vctk_base INFO ====> Epoch: 6
2024-07-31 16:34:17,687 vctk_base INFO Train Epoch: 7 [90%]
2024-07-31 16:34:17,687 vctk_base INFO [2.719902753829956, 1.8916287422180176, 2.0821564197540283, 25.40392303466797, 0.8367151021957397, 2.7618155479431152, 1200, 0.0001998500468671882]
2024-07-31 16:34:29,055 vctk_base INFO ====> Epoch: 7
2024-07-31 16:37:52,347 vctk_base INFO ====> Epoch: 8
2024-07-31 16:38:25,670 vctk_base INFO Train Epoch: 9 [5%]
2024-07-31 16:38:25,670 vctk_base INFO [2.730032205581665, 1.8405590057373047, 2.0475995540618896, 23.66701889038086, 0.8283747434616089, 2.5974247455596924, 1400, 0.00019980008747812837]
2024-07-31 16:40:41,621 vctk_base INFO ====> Epoch: 9
2024-07-31 16:41:39,657 vctk_base INFO Train Epoch: 10 [20%]
2024-07-31 16:41:39,658 vctk_base INFO [2.7427616119384766, 1.9437215328216553, 2.390969753265381, 24.00310707092285, 0.8053104877471924, 2.6501286029815674, 1600, 0.0001997751124671936]
2024-07-31 16:43:20,386 vctk_base INFO ====> Epoch: 10
2024-07-31 16:44:44,701 vctk_base INFO Train Epoch: 11 [34%]
2024-07-31 16:44:44,702 vctk_base INFO [2.70190167427063, 2.2952077388763428, 2.174717664718628, 23.466419219970703, 2.423936367034912, 2.5556368827819824, 1800, 0.00019975014057813518]
2024-07-31 16:46:23,443 vctk_base INFO ====> Epoch: 11
2024-07-31 16:47:52,773 vctk_base INFO Train Epoch: 12 [49%]
2024-07-31 16:47:52,773 vctk_base INFO [2.6355438232421875, 1.834970235824585, 2.192290782928467, 22.52155876159668, 0.6051994562149048, 2.3109006881713867, 2000, 0.00019972517181056292]
2024-07-31 16:47:57,936 vctk_base INFO Saving model and optimizer state at iteration 12 to ./logs/vctk_base/G_2000.pth
2024-07-31 16:47:58,384 vctk_base INFO Saving model and optimizer state at iteration 12 to ./logs/vctk_base/D_2000.pth
2024-07-31 16:48:45,264 vctk_base INFO ====> Epoch: 12
2024-07-31 16:50:14,281 vctk_base INFO Train Epoch: 13 [64%]
2024-07-31 16:50:14,281 vctk_base INFO [2.8553051948547363, 1.9873125553131104, 2.307190418243408, 23.34893798828125, 0.5854883193969727, 2.556208848953247, 2200, 0.0001997002061640866]
2024-07-31 16:50:58,237 vctk_base INFO ====> Epoch: 13
2024-07-31 16:53:05,544 vctk_base INFO Train Epoch: 14 [79%]
2024-07-31 16:53:05,545 vctk_base INFO [2.777721405029297, 2.1381800174713135, 2.501556634902954, 22.20928382873535, 0.5601696968078613, 2.460447072982788, 2400, 0.00019967524363831608]
2024-07-31 16:53:25,548 vctk_base INFO ====> Epoch: 14
2024-07-31 16:55:57,871 vctk_base INFO Train Epoch: 15 [94%]
2024-07-31 16:55:57,872 vctk_base INFO [2.714642286300659, 1.659013032913208, 1.8553208112716675, 21.232280731201172, 0.5373649597167969, 2.3354811668395996, 2600, 0.0001996502842328613]
2024-07-31 16:56:04,386 vctk_base INFO ====> Epoch: 15
2024-07-31 16:58:07,670 vctk_base INFO ====> Epoch: 16
2024-07-31 16:58:52,366 vctk_base INFO Train Epoch: 17 [9%]
2024-07-31 16:58:52,367 vctk_base INFO [2.713298797607422, 1.9323736429214478, 2.303877115249634, 21.44766616821289, 0.5438215136528015, 2.3254811763763428, 2800, 0.00019960037478133875]
2024-07-31 17:00:29,660 vctk_base INFO ====> Epoch: 17
2024-07-31 17:01:21,922 vctk_base INFO Train Epoch: 18 [24%]
2024-07-31 17:01:21,923 vctk_base INFO [2.713764190673828, 1.9357024431228638, 2.4548184871673584, 21.915802001953125, 0.5274988412857056, 2.5186212062835693, 3000, 0.00019957542473449108]
2024-07-31 17:01:27,806 vctk_base INFO Saving model and optimizer state at iteration 18 to ./logs/vctk_base/G_3000.pth
2024-07-31 17:01:28,295 vctk_base INFO Saving model and optimizer state at iteration 18 to ./logs/vctk_base/D_3000.pth
2024-07-31 17:02:38,729 vctk_base INFO ====> Epoch: 18
2024-07-31 17:03:45,550 vctk_base INFO Train Epoch: 19 [39%]
2024-07-31 17:03:45,551 vctk_base INFO [2.7419161796569824, 1.8765175342559814, 2.3707008361816406, 21.559480667114258, 0.4915613532066345, 2.187140941619873, 3200, 0.00019955047780639926]
2024-07-31 17:05:39,644 vctk_base INFO ====> Epoch: 19
2024-07-31 17:07:12,157 vctk_base INFO Train Epoch: 20 [54%]
2024-07-31 17:07:12,158 vctk_base INFO [2.785828113555908, 1.8576685190200806, 2.308138132095337, 21.249027252197266, 0.512744665145874, 2.4672529697418213, 3400, 0.00019952553399667344]
2024-07-31 17:07:54,529 vctk_base INFO ====> Epoch: 20
2024-07-31 17:10:15,272 vctk_base INFO Train Epoch: 21 [69%]
2024-07-31 17:10:15,272 vctk_base INFO [2.7413244247436523, 1.9046604633331299, 2.3721301555633545, 20.25397491455078, 0.4737487733364105, 2.3318686485290527, 3600, 0.00019950059330492385]
2024-07-31 17:10:56,593 vctk_base INFO ====> Epoch: 21
2024-07-31 17:12:46,075 vctk_base INFO Train Epoch: 22 [84%]
2024-07-31 17:12:46,076 vctk_base INFO [2.5955231189727783, 2.276843547821045, 3.819395065307617, 20.602304458618164, 0.47186678647994995, 2.5826566219329834, 3800, 0.00019947565573076072]
2024-07-31 17:13:02,656 vctk_base INFO ====> Epoch: 22
2024-07-31 17:15:20,996 vctk_base INFO Train Epoch: 23 [99%]
2024-07-31 17:15:20,998 vctk_base INFO [2.704430341720581, 2.234173059463501, 2.6887426376342773, 20.148422241210938, 0.4825696349143982, 2.396641969680786, 4000, 0.00019945072127379438]
2024-07-31 17:15:27,019 vctk_base INFO Saving model and optimizer state at iteration 23 to ./logs/vctk_base/G_4000.pth
2024-07-31 17:15:27,535 vctk_base INFO Saving model and optimizer state at iteration 23 to ./logs/vctk_base/D_4000.pth
2024-07-31 17:15:29,595 vctk_base INFO ====> Epoch: 23
2024-07-31 17:17:56,377 vctk_base INFO ====> Epoch: 24
2024-07-31 17:18:37,733 vctk_base INFO Train Epoch: 25 [14%]
2024-07-31 17:18:37,735 vctk_base INFO [2.9282643795013428, 2.020925521850586, 3.2645044326782227, 20.934186935424805, 0.46214795112609863, 2.4720187187194824, 4200, 0.00019940086170989343]
2024-07-31 17:20:25,072 vctk_base INFO ====> Epoch: 25
2024-07-31 17:21:20,556 vctk_base INFO Train Epoch: 26 [29%]
2024-07-31 17:21:20,557 vctk_base INFO [2.8570451736450195, 1.7384707927703857, 2.3261985778808594, 19.840103149414062, 0.4487919211387634, 2.424896717071533, 4400, 0.0001993759366021797]
2024-07-31 17:22:39,767 vctk_base INFO ====> Epoch: 26
2024-07-31 17:23:50,501 vctk_base INFO Train Epoch: 27 [44%]
2024-07-31 17:23:50,502 vctk_base INFO [2.910148859024048, 1.8480138778686523, 2.381047010421753, 19.552705764770508, 0.4701864719390869, 2.50093150138855, 4600, 0.00019935101461010442]
2024-07-31 17:24:54,124 vctk_base INFO ====> Epoch: 27
2024-07-31 17:26:18,050 vctk_base INFO Train Epoch: 28 [59%]
2024-07-31 17:26:18,051 vctk_base INFO [2.853848457336426, 1.8373521566390991, 2.225456714630127, 19.835281372070312, 0.44014596939086914, 2.3965091705322266, 4800, 0.00019932609573327815]
2024-07-31 17:27:06,532 vctk_base INFO ====> Epoch: 28
2024-07-31 17:28:46,402 vctk_base INFO Train Epoch: 29 [74%]
2024-07-31 17:28:46,403 vctk_base INFO [2.7545416355133057, 1.818556785583496, 2.3945600986480713, 19.29508399963379, 0.4671099781990051, 2.5171539783477783, 5000, 0.0001993011799713115]
2024-07-31 17:28:52,415 vctk_base INFO Saving model and optimizer state at iteration 29 to ./logs/vctk_base/G_5000.pth
2024-07-31 17:28:52,881 vctk_base INFO Saving model and optimizer state at iteration 29 to ./logs/vctk_base/D_5000.pth
2024-07-31 17:29:17,866 vctk_base INFO ====> Epoch: 29
2024-07-31 17:31:08,121 vctk_base INFO Train Epoch: 30 [89%]
2024-07-31 17:31:08,121 vctk_base INFO [2.73783016204834, 1.8461756706237793, 2.4771246910095215, 19.831769943237305, 3.0953614711761475, 2.4404149055480957, 5200, 0.00019927626732381507]
2024-07-31 17:31:19,487 vctk_base INFO ====> Epoch: 30
2024-07-31 17:33:34,514 vctk_base INFO ====> Epoch: 31
2024-07-31 17:34:07,166 vctk_base INFO Train Epoch: 32 [3%]
2024-07-31 17:34:07,167 vctk_base INFO [2.757707357406616, 1.7589588165283203, 2.5125648975372314, 19.629941940307617, 0.46072179079055786, 2.5100460052490234, 5400, 0.00019922645137067577]
2024-07-31 17:35:58,830 vctk_base INFO ====> Epoch: 32
2024-07-31 17:36:46,267 vctk_base INFO Train Epoch: 33 [18%]
2024-07-31 17:36:46,268 vctk_base INFO [3.017284870147705, 1.6329749822616577, 2.330310821533203, 19.94306182861328, 0.4459061324596405, 2.4063453674316406, 5600, 0.00019920154806425444]
2024-07-31 17:38:11,295 vctk_base INFO ====> Epoch: 33
2024-07-31 17:39:09,958 vctk_base INFO Train Epoch: 34 [33%]
2024-07-31 17:39:09,959 vctk_base INFO [2.6629722118377686, 1.7911596298217773, 2.727849006652832, 19.163135528564453, 0.4723818302154541, 2.4707844257354736, 5800, 0.0001991766478707464]
2024-07-31 17:40:11,655 vctk_base INFO ====> Epoch: 34
2024-07-31 17:41:26,722 vctk_base INFO Train Epoch: 35 [48%]
2024-07-31 17:41:26,723 vctk_base INFO [2.6895318031311035, 1.7457455396652222, 2.81209659576416, 19.937545776367188, 0.44610169529914856, 2.459444046020508, 6000, 0.00019915175078976256]
2024-07-31 17:41:32,288 vctk_base INFO Saving model and optimizer state at iteration 35 to ./logs/vctk_base/G_6000.pth
2024-07-31 17:41:32,746 vctk_base INFO Saving model and optimizer state at iteration 35 to ./logs/vctk_base/D_6000.pth
2024-07-31 17:42:21,196 vctk_base INFO ====> Epoch: 35
2024-07-31 17:43:47,425 vctk_base INFO Train Epoch: 36 [63%]
2024-07-31 17:43:47,425 vctk_base INFO [2.7982497215270996, 1.7803000211715698, 2.534562826156616, 19.3641414642334, 0.4583313465118408, 2.3200626373291016, 6200, 0.00019912685682091382]
2024-07-31 17:44:34,599 vctk_base INFO ====> Epoch: 36
2024-07-31 17:46:31,164 vctk_base INFO Train Epoch: 37 [78%]
2024-07-31 17:46:31,165 vctk_base INFO [2.7090446949005127, 1.7237282991409302, 2.4443578720092773, 19.533061981201172, 0.460343599319458, 2.3446848392486572, 6400, 0.0001991019659638112]
2024-07-31 17:46:52,133 vctk_base INFO ====> Epoch: 37
2024-07-31 17:48:46,189 vctk_base INFO Train Epoch: 38 [93%]
2024-07-31 17:48:46,190 vctk_base INFO [2.9845643043518066, 1.7032246589660645, 2.5558934211730957, 19.15768814086914, 0.42551785707473755, 2.2799932956695557, 6600, 0.0001990770782180657]
2024-07-31 17:48:53,446 vctk_base INFO ====> Epoch: 38
2024-07-31 17:50:54,859 vctk_base INFO ====> Epoch: 39
2024-07-31 17:51:31,377 vctk_base INFO Train Epoch: 40 [8%]
2024-07-31 17:51:31,378 vctk_base INFO [2.733673572540283, 2.0628349781036377, 2.7443742752075195, 18.71280288696289, 0.42990636825561523, 2.4215052127838135, 6800, 0.0001990273120590905]
2024-07-31 17:53:12,442 vctk_base INFO ====> Epoch: 40
2024-07-31 17:54:02,927 vctk_base INFO Train Epoch: 41 [23%]
2024-07-31 17:54:02,928 vctk_base INFO [2.718684673309326, 1.8519021272659302, 2.749854564666748, 19.13753890991211, 0.46087250113487244, 2.498363733291626, 7000, 0.00019900243364508313]
2024-07-31 17:54:08,424 vctk_base INFO Saving model and optimizer state at iteration 41 to ./logs/vctk_base/G_7000.pth
2024-07-31 17:54:08,885 vctk_base INFO Saving model and optimizer state at iteration 41 to ./logs/vctk_base/D_7000.pth
2024-07-31 17:55:32,261 vctk_base INFO ====> Epoch: 41
2024-07-31 17:56:35,835 vctk_base INFO Train Epoch: 42 [38%]
2024-07-31 17:56:35,836 vctk_base INFO [2.674175262451172, 1.8392747640609741, 2.8282971382141113, 19.2322998046875, 0.438440203666687, 2.52997088432312, 7200, 0.0001989775583408775]
2024-07-31 17:57:33,092 vctk_base INFO ====> Epoch: 42
2024-07-31 17:58:50,688 vctk_base INFO Train Epoch: 43 [53%]
2024-07-31 17:58:50,689 vctk_base INFO [2.7889764308929443, 1.8127435445785522, 2.6087982654571533, 18.935815811157227, 0.43870314955711365, 2.329326868057251, 7400, 0.00019895268614608487]
2024-07-31 17:59:39,428 vctk_base INFO ====> Epoch: 43
2024-07-31 18:01:10,686 vctk_base INFO Train Epoch: 44 [68%]
2024-07-31 18:01:10,687 vctk_base INFO [2.6796553134918213, 2.1222262382507324, 2.874722957611084, 18.804826736450195, 0.4366087317466736, 2.4347615242004395, 7600, 0.0001989278170603166]
2024-07-31 18:01:41,218 vctk_base INFO ====> Epoch: 44
2024-07-31 18:03:47,975 vctk_base INFO Train Epoch: 45 [83%]
2024-07-31 18:03:47,975 vctk_base INFO [2.8028101921081543, 1.9076577425003052, 2.8301918506622314, 19.087753295898438, 0.4097292423248291, 2.47856068611145, 7800, 0.00019890295108318404]
2024-07-31 18:04:05,841 vctk_base INFO ====> Epoch: 45
2024-07-31 18:06:22,022 vctk_base INFO Train Epoch: 46 [98%]
2024-07-31 18:06:22,024 vctk_base INFO [2.7154791355133057, 1.8352608680725098, 2.966320276260376, 19.369640350341797, 0.4112851619720459, 2.2912449836730957, 8000, 0.00019887808821429862]
2024-07-31 18:06:27,450 vctk_base INFO Saving model and optimizer state at iteration 46 to ./logs/vctk_base/G_8000.pth
2024-07-31 18:06:27,908 vctk_base INFO Saving model and optimizer state at iteration 46 to ./logs/vctk_base/D_8000.pth
2024-07-31 18:06:31,812 vctk_base INFO ====> Epoch: 46
2024-07-31 18:08:33,179 vctk_base INFO ====> Epoch: 47
2024-07-31 18:09:13,506 vctk_base INFO Train Epoch: 48 [13%]
2024-07-31 18:09:13,507 vctk_base INFO [2.8093514442443848, 1.9022984504699707, 2.909862518310547, 19.05031394958496, 0.41173529624938965, 2.644400119781494, 8200, 0.00019882837179971516]
2024-07-31 18:10:34,301 vctk_base INFO ====> Epoch: 48
2024-07-31 18:11:28,206 vctk_base INFO Train Epoch: 49 [28%]
2024-07-31 18:11:28,207 vctk_base INFO [2.8446223735809326, 1.7263821363449097, 2.8976407051086426, 19.01997184753418, 0.43137192726135254, 2.574247121810913, 8400, 0.00019880351825324018]
2024-07-31 18:12:35,651 vctk_base INFO ====> Epoch: 49
2024-07-31 18:13:43,369 vctk_base INFO Train Epoch: 50 [43%]
2024-07-31 18:13:43,370 vctk_base INFO [2.7802820205688477, 1.9549651145935059, 2.9765007495880127, 18.892009735107422, 0.39091944694519043, 2.554434061050415, 8600, 0.00019877866781345852]
2024-07-31 18:14:36,700 vctk_base INFO ====> Epoch: 50
2024-07-31 18:16:03,299 vctk_base INFO Train Epoch: 51 [57%]
2024-07-31 18:16:03,299 vctk_base INFO [2.679659366607666, 2.0002799034118652, 2.909229278564453, 18.65703773498535, 0.4002780616283417, 2.3429698944091797, 8800, 0.00019875382047998183]
2024-07-31 18:16:53,189 vctk_base INFO ====> Epoch: 51
2024-07-31 18:18:40,145 vctk_base INFO Train Epoch: 52 [72%]
2024-07-31 18:18:40,146 vctk_base INFO [2.744574785232544, 1.7724623680114746, 3.0610110759735107, 18.913209915161133, 0.43122178316116333, 2.6649796962738037, 9000, 0.00019872897625242182]
2024-07-31 18:18:45,958 vctk_base INFO Saving model and optimizer state at iteration 52 to ./logs/vctk_base/G_9000.pth
2024-07-31 18:18:46,429 vctk_base INFO Saving model and optimizer state at iteration 52 to ./logs/vctk_base/D_9000.pth
2024-07-31 18:19:13,109 vctk_base INFO ====> Epoch: 52
2024-07-31 18:21:12,690 vctk_base INFO Train Epoch: 53 [87%]
2024-07-31 18:21:12,690 vctk_base INFO [2.7237436771392822, 1.8348126411437988, 2.9269063472747803, 18.7817325592041, 0.43582791090011597, 2.491278886795044, 9200, 0.00019870413513039026]
2024-07-31 18:21:29,229 vctk_base INFO ====> Epoch: 53
2024-07-31 18:23:51,252 vctk_base INFO ====> Epoch: 54
2024-07-31 18:24:22,522 vctk_base INFO Train Epoch: 55 [2%]
2024-07-31 18:24:22,523 vctk_base INFO [2.9167683124542236, 2.416536331176758, 3.396906852722168, 18.938705444335938, 0.3908268213272095, 2.4303977489471436, 9400, 0.00019865446220135974]
2024-07-31 18:25:53,277 vctk_base INFO ====> Epoch: 55
2024-07-31 18:26:37,862 vctk_base INFO Train Epoch: 56 [17%]
2024-07-31 18:26:37,862 vctk_base INFO [2.735896110534668, 1.9681804180145264, 3.235273599624634, 18.697275161743164, 0.4266441762447357, 2.480555534362793, 9600, 0.00019862963039358455]
2024-07-31 18:27:53,828 vctk_base INFO ====> Epoch: 56
2024-07-31 18:28:52,024 vctk_base INFO Train Epoch: 57 [32%]
2024-07-31 18:28:52,024 vctk_base INFO [2.6695876121520996, 1.9072425365447998, 3.20603084564209, 18.753311157226562, 0.38820958137512207, 2.5629220008850098, 9800, 0.00019860480168978534]
2024-07-31 18:29:54,259 vctk_base INFO ====> Epoch: 57
2024-07-31 18:31:05,689 vctk_base INFO Train Epoch: 58 [47%]
2024-07-31 18:31:05,690 vctk_base INFO [2.720654010772705, 1.8098275661468506, 3.111680507659912, 18.800527572631836, 0.43307945132255554, 2.684324264526367, 10000, 0.0001985799760895741]
2024-07-31 18:31:11,461 vctk_base INFO Saving model and optimizer state at iteration 58 to ./logs/vctk_base/G_10000.pth
2024-07-31 18:31:11,918 vctk_base INFO Saving model and optimizer state at iteration 58 to ./logs/vctk_base/D_10000.pth
2024-07-31 18:32:00,640 vctk_base INFO ====> Epoch: 58
2024-07-31 18:33:25,835 vctk_base INFO Train Epoch: 59 [62%]
2024-07-31 18:33:25,836 vctk_base INFO [2.6345467567443848, 1.9701354503631592, 3.4606759548187256, 18.609193801879883, 0.3796922266483307, 2.5039894580841064, 10200, 0.0001985551535925629]
2024-07-31 18:34:00,761 vctk_base INFO ====> Epoch: 59
2024-07-31 18:35:51,278 vctk_base INFO Train Epoch: 60 [77%]
2024-07-31 18:35:51,280 vctk_base INFO [2.7545344829559326, 1.9002240896224976, 3.353100061416626, 19.198869705200195, 0.41377776861190796, 2.5617709159851074, 10400, 0.00019853033419836382]
2024-07-31 18:36:16,825 vctk_base INFO ====> Epoch: 60
2024-07-31 18:38:10,598 vctk_base INFO Train Epoch: 61 [92%]
2024-07-31 18:38:10,598 vctk_base INFO [2.6513590812683105, 1.9980324506759644, 3.5149335861206055, 18.710575103759766, 0.4296843409538269, 2.5778968334198, 10600, 0.000198505517906589]
2024-07-31 18:38:18,843 vctk_base INFO ====> Epoch: 61
2024-07-31 18:40:36,983 vctk_base INFO ====> Epoch: 62
2024-07-31 18:41:13,086 vctk_base INFO Train Epoch: 63 [7%]
2024-07-31 18:41:13,087 vctk_base INFO [2.76898455619812, 1.8472405672073364, 3.501081705093384, 18.66193962097168, 0.39157161116600037, 2.4212586879730225, 10800, 0.00019845589462876104]
2024-07-31 18:42:49,489 vctk_base INFO ====> Epoch: 63
2024-07-31 18:43:38,483 vctk_base INFO Train Epoch: 64 [22%]
2024-07-31 18:43:38,483 vctk_base INFO [2.82553768157959, 2.144855499267578, 3.4176788330078125, 18.932954788208008, 0.4165416955947876, 2.766864538192749, 11000, 0.00019843108764193245]
2024-07-31 18:43:44,162 vctk_base INFO Saving model and optimizer state at iteration 64 to ./logs/vctk_base/G_11000.pth
2024-07-31 18:43:44,624 vctk_base INFO Saving model and optimizer state at iteration 64 to ./logs/vctk_base/D_11000.pth
2024-07-31 18:45:07,232 vctk_base INFO ====> Epoch: 64
2024-07-31 18:46:09,868 vctk_base INFO Train Epoch: 65 [37%]
2024-07-31 18:46:09,868 vctk_base INFO [2.7012858390808105, 1.8674659729003906, 3.3445403575897217, 18.40689468383789, 0.410780131816864, 2.5117475986480713, 11200, 0.0001984062837559772]
2024-07-31 18:47:20,815 vctk_base INFO ====> Epoch: 65
2024-07-31 18:48:42,310 vctk_base INFO Train Epoch: 66 [52%]
2024-07-31 18:48:42,310 vctk_base INFO [2.723456859588623, 1.8933134078979492, 3.5873687267303467, 18.62954330444336, 0.39162886142730713, 2.4643847942352295, 11400, 0.00019838148297050769]
2024-07-31 18:49:37,614 vctk_base INFO ====> Epoch: 66
2024-07-31 18:51:17,608 vctk_base INFO Train Epoch: 67 [67%]
2024-07-31 18:51:17,608 vctk_base INFO [2.738039970397949, 1.7691630125045776, 3.2700178623199463, 18.368764877319336, 0.4393700659275055, 2.663144588470459, 11600, 0.00019835668528513637]
2024-07-31 18:51:48,636 vctk_base INFO ====> Epoch: 67
2024-07-31 18:53:37,519 vctk_base INFO Train Epoch: 68 [82%]
2024-07-31 18:53:37,520 vctk_base INFO [2.6336379051208496, 1.8234792947769165, 3.431884527206421, 19.009965896606445, 0.3866386413574219, 2.5979223251342773, 11800, 0.00019833189069947573]
2024-07-31 18:53:56,007 vctk_base INFO ====> Epoch: 68
2024-07-31 18:55:57,272 vctk_base INFO Train Epoch: 69 [97%]
2024-07-31 18:55:57,273 vctk_base INFO [2.6835806369781494, 1.9457542896270752, 3.31473970413208, 18.56977653503418, 0.3988074064254761, 2.4251718521118164, 12000, 0.0001983070992131383]
2024-07-31 18:56:02,212 vctk_base INFO Saving model and optimizer state at iteration 69 to ./logs/vctk_base/G_12000.pth
2024-07-31 18:56:02,672 vctk_base INFO Saving model and optimizer state at iteration 69 to ./logs/vctk_base/D_12000.pth
2024-07-31 18:56:06,950 vctk_base INFO ====> Epoch: 69
2024-07-31 18:58:07,049 vctk_base INFO ====> Epoch: 70
2024-07-31 18:58:46,471 vctk_base INFO Train Epoch: 71 [11%]
2024-07-31 18:58:46,472 vctk_base INFO [2.6941089630126953, 1.8600449562072754, 3.345460891723633, 18.61273193359375, 0.4168451726436615, 2.5507454872131348, 12200, 0.00019825752553688343]
2024-07-31 19:00:16,725 vctk_base INFO ====> Epoch: 71
2024-07-31 19:01:20,576 vctk_base INFO Train Epoch: 72 [26%]
2024-07-31 19:01:20,576 vctk_base INFO [2.712427854537964, 1.9201195240020752, 3.475613832473755, 18.09619140625, 0.37365442514419556, 2.4617998600006104, 12400, 0.0001982327433461913]
2024-07-31 19:02:29,327 vctk_base INFO ====> Epoch: 72
2024-07-31 19:03:37,051 vctk_base INFO Train Epoch: 73 [41%]
2024-07-31 19:03:37,052 vctk_base INFO [2.725606918334961, 1.8301725387573242, 3.4666659832000732, 18.19718360900879, 0.4112148880958557, 2.5959408283233643, 12600, 0.00019820796425327303]
2024-07-31 19:04:31,900 vctk_base INFO ====> Epoch: 73
2024-07-31 19:05:54,065 vctk_base INFO Train Epoch: 74 [56%]
2024-07-31 19:05:54,065 vctk_base INFO [2.6599438190460205, 1.9059048891067505, 3.6940693855285645, 18.52634620666504, 0.4418574571609497, 2.5023603439331055, 12800, 0.00019818318825774137]
2024-07-31 19:06:34,085 vctk_base INFO ====> Epoch: 74
2024-07-31 19:08:09,011 vctk_base INFO Train Epoch: 75 [71%]
2024-07-31 19:08:09,012 vctk_base INFO [2.7365143299102783, 1.9194236993789673, 3.6305205821990967, 18.415456771850586, 0.37235331535339355, 2.4268441200256348, 13000, 0.00019815841535920914]
2024-07-31 19:08:14,314 vctk_base INFO Saving model and optimizer state at iteration 75 to ./logs/vctk_base/G_13000.pth
2024-07-31 19:08:14,766 vctk_base INFO Saving model and optimizer state at iteration 75 to ./logs/vctk_base/D_13000.pth
2024-07-31 19:08:42,194 vctk_base INFO ====> Epoch: 75
2024-07-31 19:10:34,482 vctk_base INFO Train Epoch: 76 [86%]
2024-07-31 19:10:34,482 vctk_base INFO [2.7580180168151855, 1.7200636863708496, 3.0227560997009277, 18.448945999145508, 0.4506934583187103, 2.471876382827759, 13200, 0.00019813364555728923]
2024-07-31 19:10:47,823 vctk_base INFO ====> Epoch: 76
2024-07-31 19:12:48,412 vctk_base INFO ====> Epoch: 77
2024-07-31 19:13:18,639 vctk_base INFO Train Epoch: 78 [1%]
2024-07-31 19:13:18,639 vctk_base INFO [2.7148354053497314, 2.165894031524658, 3.313800096511841, 18.442676544189453, 0.3986698389053345, 2.6134207248687744, 13400, 0.0001980841152417381]
2024-07-31 19:14:49,447 vctk_base INFO ====> Epoch: 78
2024-07-31 19:15:33,041 vctk_base INFO Train Epoch: 79 [16%]
2024-07-31 19:15:33,042 vctk_base INFO [2.730719566345215, 1.9327192306518555, 3.405902862548828, 18.174877166748047, 0.3740883469581604, 2.6147971153259277, 13600, 0.00019805935472733287]
2024-07-31 19:16:52,860 vctk_base INFO ====> Epoch: 79
2024-07-31 19:17:51,205 vctk_base INFO Train Epoch: 80 [31%]
2024-07-31 19:17:51,206 vctk_base INFO [2.660062551498413, 1.9964848756790161, 3.5999867916107178, 18.233510971069336, 0.3824460208415985, 2.401052951812744, 13800, 0.00019803459730799195]
2024-07-31 19:18:53,647 vctk_base INFO ====> Epoch: 80
2024-07-31 19:20:04,166 vctk_base INFO Train Epoch: 81 [46%]
2024-07-31 19:20:04,166 vctk_base INFO [2.673189401626587, 2.026869058609009, 3.6645166873931885, 18.407241821289062, 0.4021156132221222, 2.4716899394989014, 14000, 0.00019800984298332845]
2024-07-31 19:20:09,928 vctk_base INFO Saving model and optimizer state at iteration 81 to ./logs/vctk_base/G_14000.pth
2024-07-31 19:20:10,391 vctk_base INFO Saving model and optimizer state at iteration 81 to ./logs/vctk_base/D_14000.pth
2024-07-31 19:21:00,725 vctk_base INFO ====> Epoch: 81
2024-07-31 19:22:32,425 vctk_base INFO Train Epoch: 82 [61%]
2024-07-31 19:22:32,426 vctk_base INFO [2.745089054107666, 1.9575862884521484, 2.985320568084717, 18.152193069458008, 0.4198072552680969, 2.5089948177337646, 14200, 0.00019798509175295552]
2024-07-31 19:23:08,248 vctk_base INFO ====> Epoch: 82
2024-07-31 19:24:45,801 vctk_base INFO Train Epoch: 83 [76%]
2024-07-31 19:24:45,802 vctk_base INFO [2.650749444961548, 2.090334892272949, 3.849977970123291, 18.16591453552246, 0.43277591466903687, 2.506842613220215, 14400, 0.0001979603436164864]
2024-07-31 19:25:08,552 vctk_base INFO ====> Epoch: 83
2024-07-31 19:26:59,928 vctk_base INFO Train Epoch: 84 [91%]
2024-07-31 19:26:59,929 vctk_base INFO [2.6522724628448486, 2.0180118083953857, 3.4131879806518555, 18.145984649658203, 0.3974105715751648, 2.351032257080078, 14600, 0.00019793559857353432]
2024-07-31 19:27:08,992 vctk_base INFO ====> Epoch: 84
2024-07-31 19:29:20,189 vctk_base INFO ====> Epoch: 85
2024-07-31 19:29:55,450 vctk_base INFO Train Epoch: 86 [6%]
2024-07-31 19:29:55,450 vctk_base INFO [2.629013776779175, 2.1479477882385254, 3.935757875442505, 18.07757568359375, 0.42243802547454834, 2.5991103649139404, 14800, 0.00019788611776663464]
2024-07-31 19:31:28,775 vctk_base INFO ====> Epoch: 86
2024-07-31 19:32:17,425 vctk_base INFO Train Epoch: 87 [21%]
2024-07-31 19:32:17,426 vctk_base INFO [2.673011064529419, 2.0242648124694824, 3.6163387298583984, 18.361595153808594, 0.40812259912490845, 2.448956251144409, 15000, 0.0001978613820019138]
2024-07-31 19:32:23,051 vctk_base INFO Saving model and optimizer state at iteration 87 to ./logs/vctk_base/G_15000.pth
2024-07-31 19:32:23,521 vctk_base INFO Saving model and optimizer state at iteration 87 to ./logs/vctk_base/D_15000.pth
2024-07-31 19:33:36,473 vctk_base INFO ====> Epoch: 87
2024-07-31 19:34:37,444 vctk_base INFO Train Epoch: 88 [36%]
2024-07-31 19:34:37,445 vctk_base INFO [2.6237926483154297, 2.0044920444488525, 3.7436463832855225, 18.609411239624023, 0.3930659294128418, 2.507913827896118, 15200, 0.00019783664932916355]
2024-07-31 19:35:37,264 vctk_base INFO ====> Epoch: 88
2024-07-31 19:36:52,500 vctk_base INFO Train Epoch: 89 [51%]
2024-07-31 19:36:52,500 vctk_base INFO [2.6626670360565186, 1.960605502128601, 3.8561346530914307, 18.106037139892578, 0.40538784861564636, 2.5277953147888184, 15400, 0.0001978119197479974]
2024-07-31 19:37:48,375 vctk_base INFO ====> Epoch: 89
2024-07-31 19:39:16,687 vctk_base INFO Train Epoch: 90 [66%]
2024-07-31 19:39:16,687 vctk_base INFO [2.626413583755493, 1.977683424949646, 3.6834330558776855, 18.307308197021484, 0.3809516429901123, 2.5798938274383545, 15600, 0.0001977871932580289]
2024-07-31 19:40:00,551 vctk_base INFO ====> Epoch: 90
2024-07-31 19:41:43,411 vctk_base INFO Train Epoch: 91 [80%]
2024-07-31 19:41:43,412 vctk_base INFO [2.6558823585510254, 2.2454681396484375, 4.032089710235596, 18.333227157592773, 3.2295820713043213, 2.48962140083313, 15800, 0.00019776246985887165]
2024-07-31 19:42:02,955 vctk_base INFO ====> Epoch: 91
2024-07-31 19:44:08,745 vctk_base INFO Train Epoch: 92 [95%]
2024-07-31 19:44:08,745 vctk_base INFO [2.807577133178711, 2.388918161392212, 3.9953489303588867, 17.991065979003906, 0.4019758701324463, 2.4862077236175537, 16000, 0.0001977377495501393]
2024-07-31 19:44:14,552 vctk_base INFO Saving model and optimizer state at iteration 92 to ./logs/vctk_base/G_16000.pth
2024-07-31 19:44:15,084 vctk_base INFO Saving model and optimizer state at iteration 92 to ./logs/vctk_base/D_16000.pth
2024-07-31 19:44:20,135 vctk_base INFO ====> Epoch: 92
2024-07-31 19:46:31,716 vctk_base INFO ====> Epoch: 93
2024-07-31 19:47:09,602 vctk_base INFO Train Epoch: 94 [10%]
2024-07-31 19:47:09,602 vctk_base INFO [2.5804083347320557, 1.930048942565918, 3.9812726974487305, 18.1994571685791, 0.39961379766464233, 2.4620413780212402, 16200, 0.00019768831820240408]
2024-07-31 19:48:32,377 vctk_base INFO ====> Epoch: 94
2024-07-31 19:49:24,730 vctk_base INFO Train Epoch: 95 [25%]
2024-07-31 19:49:24,730 vctk_base INFO [2.650141477584839, 2.316222667694092, 3.9717085361480713, 18.382537841796875, 0.3675995171070099, 2.589385747909546, 16400, 0.00019766360716262876]
2024-07-31 19:50:32,909 vctk_base INFO ====> Epoch: 95
2024-07-31 19:51:50,693 vctk_base INFO Train Epoch: 96 [40%]
2024-07-31 19:51:50,693 vctk_base INFO [2.7319822311401367, 1.9869420528411865, 3.8629825115203857, 18.101194381713867, 0.3979954123497009, 2.40463924407959, 16600, 0.00019763889921173343]
2024-07-31 19:52:45,636 vctk_base INFO ====> Epoch: 96
2024-07-31 19:54:09,514 vctk_base INFO Train Epoch: 97 [55%]
2024-07-31 19:54:09,514 vctk_base INFO [2.993732452392578, 1.927037239074707, 3.5611751079559326, 18.721088409423828, 0.3966422975063324, 2.5762922763824463, 16800, 0.00019761419434933197]
2024-07-31 19:54:53,354 vctk_base INFO ====> Epoch: 97
2024-07-31 19:56:27,624 vctk_base INFO Train Epoch: 98 [70%]
2024-07-31 19:56:27,624 vctk_base INFO [2.7979679107666016, 1.9905132055282593, 3.3851537704467773, 18.267126083374023, 0.4097334146499634, 2.5044915676116943, 17000, 0.0001975894925750383]
2024-07-31 19:56:34,879 vctk_base INFO Saving model and optimizer state at iteration 98 to ./logs/vctk_base/G_17000.pth
2024-07-31 19:56:35,343 vctk_base INFO Saving model and optimizer state at iteration 98 to ./logs/vctk_base/D_17000.pth
2024-07-31 19:57:14,133 vctk_base INFO ====> Epoch: 98
2024-07-31 19:59:00,391 vctk_base INFO Train Epoch: 99 [85%]
2024-07-31 19:59:00,392 vctk_base INFO [2.625796318054199, 2.0272037982940674, 3.654994010925293, 18.05194854736328, 0.4289575517177582, 2.430048704147339, 17200, 0.0001975647938884664]
2024-07-31 19:59:15,687 vctk_base INFO ====> Epoch: 99
2024-07-31 20:01:15,565 vctk_base INFO ====> Epoch: 100
2024-07-31 20:01:45,079 vctk_base INFO Train Epoch: 101 [0%]
2024-07-31 20:01:45,079 vctk_base INFO [2.744537830352783, 1.9861705303192139, 3.6682450771331787, 17.999156951904297, 0.37846389412879944, 2.4116063117980957, 17400, 0.00019751540577694416]
2024-07-31 20:03:27,506 vctk_base INFO ====> Epoch: 101
2024-07-31 20:04:10,687 vctk_base INFO Train Epoch: 102 [15%]
2024-07-31 20:04:10,688 vctk_base INFO [2.6672444343566895, 2.0421199798583984, 3.8352768421173096, 17.990806579589844, 0.35318225622177124, 2.6415133476257324, 17600, 0.00019749071635122203]
2024-07-31 20:05:29,759 vctk_base INFO ====> Epoch: 102
2024-07-31 20:06:25,131 vctk_base INFO Train Epoch: 103 [30%]
2024-07-31 20:06:25,132 vctk_base INFO [2.644667148590088, 2.2691452503204346, 4.24054479598999, 18.062803268432617, 0.38615739345550537, 2.5140414237976074, 17800, 0.00019746603001167813]
2024-07-31 20:07:41,554 vctk_base INFO ====> Epoch: 103
2024-07-31 20:08:51,264 vctk_base INFO Train Epoch: 104 [45%]
2024-07-31 20:08:51,265 vctk_base INFO [2.699317693710327, 1.8191018104553223, 3.5548336505889893, 17.90565299987793, 0.3904575705528259, 2.443887233734131, 18000, 0.00019744134675792665]
2024-07-31 20:08:56,962 vctk_base INFO Saving model and optimizer state at iteration 104 to ./logs/vctk_base/G_18000.pth
2024-07-31 20:08:57,421 vctk_base INFO Saving model and optimizer state at iteration 104 to ./logs/vctk_base/D_18000.pth
2024-07-31 20:09:49,436 vctk_base INFO ====> Epoch: 104
2024-07-31 20:11:13,916 vctk_base INFO Train Epoch: 105 [60%]
2024-07-31 20:11:13,917 vctk_base INFO [2.660168170928955, 2.0587971210479736, 3.775674343109131, 17.767053604125977, 0.39086776971817017, 2.3856089115142822, 18200, 0.0001974166665895819]
2024-07-31 20:12:01,750 vctk_base INFO ====> Epoch: 105
2024-07-31 20:13:39,356 vctk_base INFO Train Epoch: 106 [75%]
2024-07-31 20:13:39,356 vctk_base INFO [2.699890613555908, 2.124408721923828, 3.9402413368225098, 17.910781860351562, 0.39350926876068115, 2.651435375213623, 18400, 0.0001973919895062582]
2024-07-31 20:14:03,664 vctk_base INFO ====> Epoch: 106
2024-07-31 20:15:54,572 vctk_base INFO Train Epoch: 107 [90%]
2024-07-31 20:15:54,573 vctk_base INFO [2.67771053314209, 2.0905795097351074, 4.052742958068848, 17.98907470703125, 0.3509306311607361, 2.398362398147583, 18600, 0.0001973673155075699]
2024-07-31 20:16:05,036 vctk_base INFO ====> Epoch: 107
2024-07-31 20:18:05,085 vctk_base INFO ====> Epoch: 108
2024-07-31 20:18:39,133 vctk_base INFO Train Epoch: 109 [5%]
2024-07-31 20:18:39,133 vctk_base INFO [2.7124345302581787, 1.8752793073654175, 3.624152183532715, 17.89871597290039, 0.4105195999145508, 2.451591730117798, 18800, 0.0001973179767625573]
2024-07-31 20:20:14,249 vctk_base INFO ====> Epoch: 109
2024-07-31 20:21:01,189 vctk_base INFO Train Epoch: 110 [20%]
2024-07-31 20:21:01,189 vctk_base INFO [2.5812158584594727, 2.0104386806488037, 4.494281768798828, 18.009235382080078, 0.3752250373363495, 2.570329189300537, 19000, 0.00019729331201546197]
2024-07-31 20:21:06,679 vctk_base INFO Saving model and optimizer state at iteration 110 to ./logs/vctk_base/G_19000.pth
2024-07-31 20:21:07,142 vctk_base INFO Saving model and optimizer state at iteration 110 to ./logs/vctk_base/D_19000.pth
2024-07-31 20:22:21,754 vctk_base INFO ====> Epoch: 110
2024-07-31 20:23:22,271 vctk_base INFO Train Epoch: 111 [34%]
2024-07-31 20:23:22,272 vctk_base INFO [2.7855498790740967, 2.018437147140503, 3.8236453533172607, 18.002897262573242, 0.37773826718330383, 2.3465638160705566, 19200, 0.00019726865035146003]
2024-07-31 20:24:22,767 vctk_base INFO ====> Epoch: 111
2024-07-31 20:25:35,906 vctk_base INFO Train Epoch: 112 [49%]
2024-07-31 20:25:35,906 vctk_base INFO [2.6502349376678467, 2.0667502880096436, 4.026083946228027, 17.9472713470459, 0.3715100884437561, 2.469026565551758, 19400, 0.0001972439917701661]
2024-07-31 20:26:24,235 vctk_base INFO ====> Epoch: 112
2024-07-31 20:27:53,845 vctk_base INFO Train Epoch: 113 [64%]
2024-07-31 20:27:53,845 vctk_base INFO [2.6136341094970703, 1.9647881984710693, 4.162574768066406, 18.27005958557129, 0.37126827239990234, 2.4823293685913086, 19600, 0.0001972193362711948]
2024-07-31 20:28:26,995 vctk_base INFO ====> Epoch: 113
2024-07-31 20:30:09,743 vctk_base INFO Train Epoch: 114 [79%]
2024-07-31 20:30:09,744 vctk_base INFO [2.7493088245391846, 1.8560041189193726, 3.7089788913726807, 18.18035888671875, 0.42066124081611633, 2.472740411758423, 19800, 0.0001971946838541609]
2024-07-31 20:30:29,149 vctk_base INFO ====> Epoch: 114
2024-07-31 20:32:25,643 vctk_base INFO Train Epoch: 115 [94%]
2024-07-31 20:32:25,644 vctk_base INFO [2.6841301918029785, 1.905001163482666, 3.7393548488616943, 17.803064346313477, 0.4300490617752075, 2.464689254760742, 20000, 0.0001971700345186791]
2024-07-31 20:32:31,243 vctk_base INFO Saving model and optimizer state at iteration 115 to ./logs/vctk_base/G_20000.pth
2024-07-31 20:32:31,734 vctk_base INFO Saving model and optimizer state at iteration 115 to ./logs/vctk_base/D_20000.pth
2024-07-31 20:32:38,032 vctk_base INFO ====> Epoch: 115
2024-07-31 20:34:37,825 vctk_base INFO ====> Epoch: 116
2024-07-31 20:35:15,546 vctk_base INFO Train Epoch: 117 [9%]
2024-07-31 20:35:15,547 vctk_base INFO [2.6695685386657715, 2.032029151916504, 3.838996171951294, 18.040416717529297, 0.34701502323150635, 2.619849443435669, 20200, 0.0001971207450908312]
2024-07-31 20:36:38,301 vctk_base INFO ====> Epoch: 117
2024-07-31 20:37:28,369 vctk_base INFO Train Epoch: 118 [24%]
2024-07-31 20:37:28,370 vctk_base INFO [2.705043315887451, 1.9148461818695068, 3.983602285385132, 17.786283493041992, 0.3931027948856354, 2.4227640628814697, 20400, 0.00019709610499769482]
2024-07-31 20:38:49,274 vctk_base INFO ====> Epoch: 118
2024-07-31 20:39:54,522 vctk_base INFO Train Epoch: 119 [39%]
2024-07-31 20:39:54,524 vctk_base INFO [2.645965814590454, 1.8875361680984497, 4.101812839508057, 17.905902862548828, 0.39274656772613525, 2.404343605041504, 20600, 0.0001970714679845701]
2024-07-31 20:40:49,896 vctk_base INFO ====> Epoch: 119
2024-07-31 20:42:09,640 vctk_base INFO Train Epoch: 120 [54%]
2024-07-31 20:42:09,641 vctk_base INFO [2.6330080032348633, 2.045253276824951, 3.788076400756836, 17.881996154785156, 0.41952621936798096, 2.3749547004699707, 20800, 0.000197046834051072]
2024-07-31 20:42:52,092 vctk_base INFO ====> Epoch: 120
2024-07-31 20:44:23,971 vctk_base INFO Train Epoch: 121 [69%]
2024-07-31 20:44:23,972 vctk_base INFO [2.6938228607177734, 1.939889907836914, 3.769407272338867, 17.86324119567871, 0.4170839190483093, 2.463261127471924, 21000, 0.00019702220319681561]
2024-07-31 20:44:28,996 vctk_base INFO Saving model and optimizer state at iteration 121 to ./logs/vctk_base/G_21000.pth
2024-07-31 20:44:29,455 vctk_base INFO Saving model and optimizer state at iteration 121 to ./logs/vctk_base/D_21000.pth
2024-07-31 20:44:58,578 vctk_base INFO ====> Epoch: 121
2024-07-31 20:46:44,290 vctk_base INFO Train Epoch: 122 [84%]
2024-07-31 20:46:44,290 vctk_base INFO [2.709864616394043, 1.9592831134796143, 3.756845474243164, 18.03701400756836, 0.39926597476005554, 2.622509002685547, 21200, 0.000196997575421416]
2024-07-31 20:46:59,985 vctk_base INFO ====> Epoch: 122
2024-07-31 20:49:20,160 vctk_base INFO Train Epoch: 123 [99%]
2024-07-31 20:49:20,160 vctk_base INFO [2.817477226257324, 2.1873228549957275, 3.75394868850708, 17.743040084838867, 0.42045527696609497, 2.5293900966644287, 21400, 0.00019697295072448832]
2024-07-31 20:49:22,121 vctk_base INFO ====> Epoch: 123
2024-07-31 20:51:22,671 vctk_base INFO ====> Epoch: 124
2024-07-31 20:52:04,656 vctk_base INFO Train Epoch: 125 [14%]
2024-07-31 20:52:04,657 vctk_base INFO [2.6281521320343018, 1.832892656326294, 4.041123390197754, 17.598670959472656, 0.3512026071548462, 2.428828001022339, 21600, 0.00019692371056450955]
2024-07-31 20:53:23,937 vctk_base INFO ====> Epoch: 125
2024-07-31 20:54:19,876 vctk_base INFO Train Epoch: 126 [29%]
2024-07-31 20:54:19,877 vctk_base INFO [2.6689653396606445, 1.92620050907135, 3.872020721435547, 17.63397789001465, 0.3861956000328064, 2.3920764923095703, 21800, 0.000196899095100689]
2024-07-31 20:55:36,466 vctk_base INFO ====> Epoch: 126
2024-07-31 20:56:44,448 vctk_base INFO Train Epoch: 127 [44%]
2024-07-31 20:56:44,450 vctk_base INFO [2.772686004638672, 1.9362666606903076, 3.4218716621398926, 17.814638137817383, 0.3949701488018036, 2.619955062866211, 22000, 0.0001968744827138014]
2024-07-31 20:56:50,451 vctk_base INFO Saving model and optimizer state at iteration 127 to ./logs/vctk_base/G_22000.pth
2024-07-31 20:56:50,919 vctk_base INFO Saving model and optimizer state at iteration 127 to ./logs/vctk_base/D_22000.pth
2024-07-31 20:57:43,440 vctk_base INFO ====> Epoch: 127
2024-07-31 20:59:16,322 vctk_base INFO Train Epoch: 128 [59%]
2024-07-31 20:59:16,322 vctk_base INFO [2.660921335220337, 1.985673427581787, 4.1565656661987305, 17.873605728149414, 0.4015752971172333, 2.616567373275757, 22200, 0.00019684987340346216]
2024-07-31 20:59:54,387 vctk_base INFO ====> Epoch: 128
2024-07-31 21:01:30,981 vctk_base INFO Train Epoch: 129 [74%]
2024-07-31 21:01:30,981 vctk_base INFO [2.7021560668945312, 1.995058536529541, 3.9681735038757324, 17.80048370361328, 0.4086448550224304, 2.188969612121582, 22400, 0.00019682526716928672]
2024-07-31 21:01:55,922 vctk_base INFO ====> Epoch: 129
2024-07-31 21:03:45,631 vctk_base INFO Train Epoch: 130 [89%]
2024-07-31 21:03:45,632 vctk_base INFO [2.8997881412506104, 1.8227810859680176, 3.796173572540283, 17.967849731445312, 0.38954436779022217, 2.628443479537964, 22600, 0.00019680066401089056]
2024-07-31 21:03:56,753 vctk_base INFO ====> Epoch: 130
2024-07-31 21:05:57,679 vctk_base INFO ====> Epoch: 131
2024-07-31 21:06:29,911 vctk_base INFO Train Epoch: 132 [3%]
2024-07-31 21:06:29,912 vctk_base INFO [2.7665562629699707, 1.877068042755127, 3.7602651119232178, 17.78942108154297, 0.38983428478240967, 2.37406587600708, 22800, 0.00019675146691989817]
2024-07-31 21:07:58,224 vctk_base INFO ====> Epoch: 132
2024-07-31 21:08:44,403 vctk_base INFO Train Epoch: 133 [18%]
2024-07-31 21:08:44,403 vctk_base INFO [2.7101268768310547, 2.0062737464904785, 4.191795825958252, 17.891399383544922, 0.4161204993724823, 2.507888078689575, 23000, 0.00019672687298653317]
2024-07-31 21:08:50,247 vctk_base INFO Saving model and optimizer state at iteration 133 to ./logs/vctk_base/G_23000.pth
2024-07-31 21:08:50,706 vctk_base INFO Saving model and optimizer state at iteration 133 to ./logs/vctk_base/D_23000.pth
2024-07-31 21:10:06,136 vctk_base INFO ====> Epoch: 133
2024-07-31 21:11:05,733 vctk_base INFO Train Epoch: 134 [33%]
2024-07-31 21:11:05,734 vctk_base INFO [2.710785150527954, 2.1154394149780273, 4.949193477630615, 18.15772247314453, 0.3854277729988098, 2.756701707839966, 23200, 0.00019670228212740986]
2024-07-31 21:12:06,626 vctk_base INFO ====> Epoch: 134
2024-07-31 21:13:19,062 vctk_base INFO Train Epoch: 135 [48%]
2024-07-31 21:13:19,062 vctk_base INFO [2.8089773654937744, 1.9395824670791626, 3.958655595779419, 17.819007873535156, 0.35090792179107666, 2.6560781002044678, 23400, 0.00019667769434214392]
2024-07-31 21:14:06,886 vctk_base INFO ====> Epoch: 135
2024-07-31 21:15:33,539 vctk_base INFO Train Epoch: 136 [63%]
2024-07-31 21:15:33,540 vctk_base INFO [2.692657709121704, 1.9194254875183105, 3.9680192470550537, 17.422657012939453, 0.3957674205303192, 2.5080041885375977, 23600, 0.00019665310963035113]
2024-07-31 21:16:08,067 vctk_base INFO ====> Epoch: 136
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