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mvits2
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2024-07-31 09:47:02,780	ljs_base	INFO	{'train': {'log_interval': 200, 'eval_interval': 1000, 'seed': 1234, 'epochs': 20000, '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/ljs_audio_text_train_filelist.txt.cleaned', 'validation_files': 'filelists/ljs_audio_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': 0, 'cleaned_text': True}, 'model': {'use_mel_posterior_encoder': True, 'use_transformer_flows': True, 'transformer_flow_type': 'pre_conv', 'use_spk_conditioned_encoder': False, 'use_noise_scaled_mas': True, 'use_duration_discriminator': False, 'duration_discriminator_type': 'dur_disc_2', '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}, 'model_dir': './logs/ljs_base'}
2024-07-31 09:48:06,663	ljs_base	INFO	Train Epoch: 1 [0%]
2024-07-31 09:48:06,663	ljs_base	INFO	[5.950986862182617, 4.56489372253418, 0.28700321912765503, 86.78934478759766, 1.9993789196014404, 364.4577941894531, 0, 0.0002]
2024-07-31 09:48:15,369	ljs_base	INFO	Saving model and optimizer state at iteration 1 to ./logs/ljs_base/G_0.pth
2024-07-31 09:48:15,888	ljs_base	INFO	Saving model and optimizer state at iteration 1 to ./logs/ljs_base/D_0.pth
2024-07-31 09:57:20,234	ljs_base	INFO	====> Epoch: 1
2024-07-31 10:04:59,665	ljs_base	INFO	====> Epoch: 2
2024-07-31 10:09:50,506	ljs_base	INFO	====> Epoch: 3
2024-07-31 10:13:08,044	ljs_base	INFO	Train Epoch: 4 [77%]
2024-07-31 10:13:08,044	ljs_base	INFO	[2.598374366760254, 2.3966853618621826, 2.9164767265319824, 36.494815826416016, 1.0697224140167236, 2.802391290664673, 200, 0.00019992500937460937]
2024-07-31 10:13:45,253	ljs_base	INFO	====> Epoch: 4
2024-07-31 10:17:38,542	ljs_base	INFO	====> Epoch: 5
2024-07-31 10:19:51,024	ljs_base	INFO	====> Epoch: 6
2024-07-31 10:22:16,164	ljs_base	INFO	====> Epoch: 7
2024-07-31 10:24:09,212	ljs_base	INFO	Train Epoch: 8 [55%]
2024-07-31 10:24:09,213	ljs_base	INFO	[2.5060842037200928, 1.9938143491744995, 3.0472145080566406, 32.38056564331055, 1.03996741771698, 2.5931684970855713, 400, 0.00019982506561132978]
2024-07-31 10:24:44,079	ljs_base	INFO	====> Epoch: 8
2024-07-31 10:27:07,086	ljs_base	INFO	====> Epoch: 9
2024-07-31 10:29:21,260	ljs_base	INFO	====> Epoch: 10
2024-07-31 10:30:43,429	ljs_base	INFO	====> Epoch: 11
2024-07-31 10:31:23,319	ljs_base	INFO	Train Epoch: 12 [32%]
2024-07-31 10:31:23,320	ljs_base	INFO	[2.6676931381225586, 1.9234634637832642, 2.092226982116699, 31.165834426879883, 1.0158162117004395, 2.321983814239502, 600, 0.00019972517181056292]
2024-07-31 10:32:02,807	ljs_base	INFO	====> Epoch: 12
2024-07-31 10:33:21,644	ljs_base	INFO	====> Epoch: 13
2024-07-31 10:34:47,962	ljs_base	INFO	====> Epoch: 14
2024-07-31 10:35:54,574	ljs_base	INFO	====> Epoch: 15
2024-07-31 10:36:25,611	ljs_base	INFO	Train Epoch: 16 [9%]
2024-07-31 10:36:25,612	ljs_base	INFO	[2.6194863319396973, 2.199115037918091, 2.6871302127838135, 28.028554916381836, 1.0149562358856201, 2.3515214920043945, 800, 0.00019962532794733217]
2024-07-31 10:37:00,567	ljs_base	INFO	====> Epoch: 16
2024-07-31 10:38:26,774	ljs_base	INFO	====> Epoch: 17
2024-07-31 10:39:41,586	ljs_base	INFO	====> Epoch: 18
2024-07-31 10:40:41,828	ljs_base	INFO	Train Epoch: 19 [87%]
2024-07-31 10:40:41,829	ljs_base	INFO	[2.567964792251587, 2.2727222442626953, 2.4994242191314697, 27.290918350219727, 0.9692533016204834, 2.384336233139038, 1000, 0.00019955047780639926]
2024-07-31 10:40:49,021	ljs_base	INFO	Saving model and optimizer state at iteration 19 to ./logs/ljs_base/G_1000.pth
2024-07-31 10:40:49,462	ljs_base	INFO	Saving model and optimizer state at iteration 19 to ./logs/ljs_base/D_1000.pth
2024-07-31 10:40:54,086	ljs_base	INFO	====> Epoch: 19
2024-07-31 10:42:03,343	ljs_base	INFO	====> Epoch: 20
2024-07-31 10:43:23,100	ljs_base	INFO	====> Epoch: 21
2024-07-31 10:44:50,298	ljs_base	INFO	====> Epoch: 22
2024-07-31 10:45:38,619	ljs_base	INFO	Train Epoch: 23 [64%]
2024-07-31 10:45:38,621	ljs_base	INFO	[2.6730306148529053, 1.9099141359329224, 2.3974361419677734, 26.752132415771484, 0.9820241928100586, 2.4122674465179443, 1200, 0.00019945072127379438]
2024-07-31 10:45:52,460	ljs_base	INFO	====> Epoch: 23
2024-07-31 10:46:56,357	ljs_base	INFO	====> Epoch: 24
2024-07-31 10:48:12,474	ljs_base	INFO	====> Epoch: 25
2024-07-31 10:49:24,079	ljs_base	INFO	====> Epoch: 26
2024-07-31 10:50:08,268	ljs_base	INFO	Train Epoch: 27 [42%]
2024-07-31 10:50:08,269	ljs_base	INFO	[2.5688161849975586, 1.8044644594192505, 2.3296608924865723, 25.59964370727539, 0.9955724477767944, 2.5769269466400146, 1400, 0.00019935101461010442]
2024-07-31 10:50:32,167	ljs_base	INFO	====> Epoch: 27
2024-07-31 10:51:46,788	ljs_base	INFO	====> Epoch: 28
2024-07-31 10:52:49,319	ljs_base	INFO	====> Epoch: 29
2024-07-31 10:54:09,703	ljs_base	INFO	====> Epoch: 30
2024-07-31 10:54:45,382	ljs_base	INFO	Train Epoch: 31 [19%]
2024-07-31 10:54:45,383	ljs_base	INFO	[2.7217636108398438, 2.138204574584961, 2.4408438205718994, 26.48148536682129, 0.9820035696029663, 2.6803126335144043, 1600, 0.00019925135779039958]
2024-07-31 10:55:15,152	ljs_base	INFO	====> Epoch: 31
2024-07-31 10:56:18,067	ljs_base	INFO	====> Epoch: 32
2024-07-31 10:57:33,472	ljs_base	INFO	====> Epoch: 33
2024-07-31 10:58:32,916	ljs_base	INFO	Train Epoch: 34 [96%]
2024-07-31 10:58:32,917	ljs_base	INFO	[2.691612720489502, 1.856447458267212, 2.1974406242370605, 24.75498390197754, 0.9569270610809326, 2.5104684829711914, 1800, 0.0001991766478707464]
2024-07-31 10:58:35,175	ljs_base	INFO	====> Epoch: 34
2024-07-31 10:59:36,113	ljs_base	INFO	====> Epoch: 35
2024-07-31 11:00:38,777	ljs_base	INFO	====> Epoch: 36
2024-07-31 11:01:41,916	ljs_base	INFO	====> Epoch: 37
2024-07-31 11:02:39,743	ljs_base	INFO	Train Epoch: 38 [74%]
2024-07-31 11:02:39,744	ljs_base	INFO	[2.6265015602111816, 1.9174726009368896, 2.2177350521087646, 23.854719161987305, 0.7685348987579346, 2.4181604385375977, 2000, 0.0001990770782180657]
2024-07-31 11:02:45,688	ljs_base	INFO	Saving model and optimizer state at iteration 38 to ./logs/ljs_base/G_2000.pth
2024-07-31 11:02:46,468	ljs_base	INFO	Saving model and optimizer state at iteration 38 to ./logs/ljs_base/D_2000.pth
2024-07-31 11:02:56,987	ljs_base	INFO	====> Epoch: 38
2024-07-31 11:04:10,491	ljs_base	INFO	====> Epoch: 39
2024-07-31 11:05:13,833	ljs_base	INFO	====> Epoch: 40
2024-07-31 11:06:15,786	ljs_base	INFO	====> Epoch: 41
2024-07-31 11:07:00,962	ljs_base	INFO	Train Epoch: 42 [51%]
2024-07-31 11:07:00,964	ljs_base	INFO	[2.692326545715332, 1.7800456285476685, 2.0407416820526123, 23.844852447509766, 0.6173300743103027, 2.6184093952178955, 2200, 0.0001989775583408775]
2024-07-31 11:07:17,962	ljs_base	INFO	====> Epoch: 42
2024-07-31 11:08:21,442	ljs_base	INFO	====> Epoch: 43
2024-07-31 11:09:24,548	ljs_base	INFO	====> Epoch: 44
2024-07-31 11:10:28,839	ljs_base	INFO	====> Epoch: 45
2024-07-31 11:11:07,610	ljs_base	INFO	Train Epoch: 46 [28%]
2024-07-31 11:11:07,611	ljs_base	INFO	[2.7999165058135986, 1.9650318622589111, 1.924375295639038, 23.169322967529297, 0.5861815214157104, 2.3529186248779297, 2400, 0.00019887808821429862]
2024-07-31 11:11:31,961	ljs_base	INFO	====> Epoch: 46
2024-07-31 11:12:35,794	ljs_base	INFO	====> Epoch: 47
2024-07-31 11:13:47,832	ljs_base	INFO	====> Epoch: 48
2024-07-31 11:14:51,255	ljs_base	INFO	====> Epoch: 49
2024-07-31 11:15:22,354	ljs_base	INFO	Train Epoch: 50 [6%]
2024-07-31 11:15:22,355	ljs_base	INFO	[2.7900609970092773, 2.230989694595337, 2.1956465244293213, 23.458518981933594, 0.48977530002593994, 2.314560890197754, 2600, 0.00019877866781345852]
2024-07-31 11:15:54,316	ljs_base	INFO	====> Epoch: 50
2024-07-31 11:17:03,226	ljs_base	INFO	====> Epoch: 51
2024-07-31 11:18:06,892	ljs_base	INFO	====> Epoch: 52
2024-07-31 11:19:03,067	ljs_base	INFO	Train Epoch: 53 [83%]
2024-07-31 11:19:03,068	ljs_base	INFO	[2.7273552417755127, 1.834113359451294, 1.8409875631332397, 22.175968170166016, 0.5288352966308594, 2.318527936935425, 2800, 0.00019870413513039026]
2024-07-31 11:19:09,503	ljs_base	INFO	====> Epoch: 53
2024-07-31 11:20:12,586	ljs_base	INFO	====> Epoch: 54
2024-07-31 11:21:14,710	ljs_base	INFO	====> Epoch: 55
2024-07-31 11:22:17,677	ljs_base	INFO	====> Epoch: 56
2024-07-31 11:23:05,628	ljs_base	INFO	Train Epoch: 57 [60%]
2024-07-31 11:23:05,629	ljs_base	INFO	[2.789243459701538, 1.7825852632522583, 2.1028549671173096, 22.39212417602539, 0.49937522411346436, 2.3648788928985596, 3000, 0.00019860480168978534]
2024-07-31 11:23:11,565	ljs_base	INFO	Saving model and optimizer state at iteration 57 to ./logs/ljs_base/G_3000.pth
2024-07-31 11:23:12,007	ljs_base	INFO	Saving model and optimizer state at iteration 57 to ./logs/ljs_base/D_3000.pth
2024-07-31 11:23:26,724	ljs_base	INFO	====> Epoch: 57
2024-07-31 11:24:43,266	ljs_base	INFO	====> Epoch: 58
2024-07-31 11:25:44,892	ljs_base	INFO	====> Epoch: 59
2024-07-31 11:26:47,388	ljs_base	INFO	====> Epoch: 60
2024-07-31 11:27:28,596	ljs_base	INFO	Train Epoch: 61 [38%]
2024-07-31 11:27:28,597	ljs_base	INFO	[2.8034749031066895, 1.7416338920593262, 2.009138345718384, 21.6916561126709, 0.4841323792934418, 2.2971346378326416, 3200, 0.000198505517906589]
2024-07-31 11:27:50,263	ljs_base	INFO	====> Epoch: 61
2024-07-31 11:28:54,897	ljs_base	INFO	====> Epoch: 62
2024-07-31 11:29:57,444	ljs_base	INFO	====> Epoch: 63
2024-07-31 11:30:59,332	ljs_base	INFO	====> Epoch: 64
2024-07-31 11:31:34,040	ljs_base	INFO	Train Epoch: 65 [15%]
2024-07-31 11:31:34,041	ljs_base	INFO	[2.693572998046875, 1.7075475454330444, 2.0371503829956055, 21.750768661499023, 0.45888733863830566, 2.4769959449768066, 3400, 0.0001984062837559772]
2024-07-31 11:32:13,627	ljs_base	INFO	====> Epoch: 65
2024-07-31 11:33:17,407	ljs_base	INFO	====> Epoch: 66
2024-07-31 11:34:22,839	ljs_base	INFO	====> Epoch: 67
2024-07-31 11:35:28,375	ljs_base	INFO	Train Epoch: 68 [92%]
2024-07-31 11:35:28,376	ljs_base	INFO	[2.708404779434204, 1.8079609870910645, 2.1660284996032715, 21.539203643798828, 0.4587753415107727, 2.27506160736084, 3600, 0.00019833189069947573]
2024-07-31 11:35:31,667	ljs_base	INFO	====> Epoch: 68
2024-07-31 11:36:33,008	ljs_base	INFO	====> Epoch: 69
2024-07-31 11:37:34,254	ljs_base	INFO	====> Epoch: 70
2024-07-31 11:38:36,451	ljs_base	INFO	====> Epoch: 71
2024-07-31 11:39:28,929	ljs_base	INFO	Train Epoch: 72 [70%]
2024-07-31 11:39:28,929	ljs_base	INFO	[2.8704917430877686, 1.8068981170654297, 2.167020559310913, 22.63511848449707, 0.451168417930603, 2.418726921081543, 3800, 0.0001982327433461913]
2024-07-31 11:39:39,517	ljs_base	INFO	====> Epoch: 72
2024-07-31 11:40:41,606	ljs_base	INFO	====> Epoch: 73
2024-07-31 11:41:45,331	ljs_base	INFO	====> Epoch: 74
2024-07-31 11:42:47,728	ljs_base	INFO	====> Epoch: 75
2024-07-31 11:43:32,921	ljs_base	INFO	Train Epoch: 76 [47%]
2024-07-31 11:43:32,922	ljs_base	INFO	[2.747440814971924, 2.02388858795166, 2.1200990676879883, 21.184219360351562, 0.437663197517395, 2.3966639041900635, 4000, 0.00019813364555728923]
2024-07-31 11:43:38,491	ljs_base	INFO	Saving model and optimizer state at iteration 76 to ./logs/ljs_base/G_4000.pth
2024-07-31 11:43:38,918	ljs_base	INFO	Saving model and optimizer state at iteration 76 to ./logs/ljs_base/D_4000.pth
2024-07-31 11:43:57,300	ljs_base	INFO	====> Epoch: 76
2024-07-31 11:44:59,722	ljs_base	INFO	====> Epoch: 77
2024-07-31 11:46:02,966	ljs_base	INFO	====> Epoch: 78
2024-07-31 11:47:05,990	ljs_base	INFO	====> Epoch: 79
2024-07-31 11:47:42,829	ljs_base	INFO	Train Epoch: 80 [25%]
2024-07-31 11:47:42,830	ljs_base	INFO	[2.7974162101745605, 1.8035444021224976, 2.198517084121704, 21.88411521911621, 0.4499097466468811, 2.2326645851135254, 4200, 0.00019803459730799195]
2024-07-31 11:48:09,648	ljs_base	INFO	====> Epoch: 80
2024-07-31 11:49:23,873	ljs_base	INFO	====> Epoch: 81
2024-07-31 11:50:25,973	ljs_base	INFO	====> Epoch: 82
2024-07-31 11:51:27,354	ljs_base	INFO	====> Epoch: 83
2024-07-31 11:51:56,318	ljs_base	INFO	Train Epoch: 84 [2%]
2024-07-31 11:51:56,318	ljs_base	INFO	[2.6844029426574707, 1.9635779857635498, 2.2988109588623047, 21.776737213134766, 0.4187493920326233, 2.271404981613159, 4400, 0.00019793559857353432]
2024-07-31 11:52:29,314	ljs_base	INFO	====> Epoch: 84
2024-07-31 11:53:32,549	ljs_base	INFO	====> Epoch: 85
2024-07-31 11:54:33,814	ljs_base	INFO	====> Epoch: 86
2024-07-31 11:55:27,756	ljs_base	INFO	Train Epoch: 87 [79%]
2024-07-31 11:55:27,757	ljs_base	INFO	[2.8255152702331543, 1.739126443862915, 2.0086638927459717, 20.5821475982666, 0.41625258326530457, 2.2604920864105225, 4600, 0.0001978613820019138]
2024-07-31 11:55:35,560	ljs_base	INFO	====> Epoch: 87
2024-07-31 11:56:37,377	ljs_base	INFO	====> Epoch: 88
2024-07-31 11:57:38,661	ljs_base	INFO	====> Epoch: 89
2024-07-31 11:58:40,527	ljs_base	INFO	====> Epoch: 90
2024-07-31 11:59:27,048	ljs_base	INFO	Train Epoch: 91 [57%]
2024-07-31 11:59:27,050	ljs_base	INFO	[2.766979932785034, 1.9306485652923584, 2.136624813079834, 20.867385864257812, 0.43413394689559937, 2.1930770874023438, 4800, 0.00019776246985887165]
2024-07-31 11:59:42,173	ljs_base	INFO	====> Epoch: 91
2024-07-31 12:00:44,170	ljs_base	INFO	====> Epoch: 92
2024-07-31 12:01:45,512	ljs_base	INFO	====> Epoch: 93
2024-07-31 12:02:48,124	ljs_base	INFO	====> Epoch: 94
2024-07-31 12:03:27,495	ljs_base	INFO	Train Epoch: 95 [34%]
2024-07-31 12:03:27,496	ljs_base	INFO	[2.7606403827667236, 2.2221240997314453, 2.3432023525238037, 21.488948822021484, 0.37125933170318604, 2.430724620819092, 5000, 0.00019766360716262876]
2024-07-31 12:03:36,059	ljs_base	INFO	Saving model and optimizer state at iteration 95 to ./logs/ljs_base/G_5000.pth
2024-07-31 12:03:36,633	ljs_base	INFO	Saving model and optimizer state at iteration 95 to ./logs/ljs_base/D_5000.pth
2024-07-31 12:03:59,519	ljs_base	INFO	====> Epoch: 95
2024-07-31 12:05:00,964	ljs_base	INFO	====> Epoch: 96
2024-07-31 12:06:03,040	ljs_base	INFO	====> Epoch: 97
2024-07-31 12:07:04,382	ljs_base	INFO	====> Epoch: 98
2024-07-31 12:07:37,351	ljs_base	INFO	Train Epoch: 99 [11%]
2024-07-31 12:07:37,352	ljs_base	INFO	[2.767786979675293, 1.9554927349090576, 2.2976443767547607, 20.838756561279297, 0.4236322045326233, 2.402434825897217, 5200, 0.0001975647938884664]
2024-07-31 12:08:07,278	ljs_base	INFO	====> Epoch: 99
2024-07-31 12:09:10,057	ljs_base	INFO	====> Epoch: 100
2024-07-31 12:10:12,083	ljs_base	INFO	====> Epoch: 101
2024-07-31 12:11:08,575	ljs_base	INFO	Train Epoch: 102 [89%]
2024-07-31 12:11:08,576	ljs_base	INFO	[2.8373074531555176, 2.237924337387085, 2.3840789794921875, 20.795927047729492, 0.4319656193256378, 2.258962392807007, 5400, 0.00019749071635122203]
2024-07-31 12:11:13,697	ljs_base	INFO	====> Epoch: 102
2024-07-31 12:12:17,164	ljs_base	INFO	====> Epoch: 103
2024-07-31 12:13:18,565	ljs_base	INFO	====> Epoch: 104
2024-07-31 12:14:20,460	ljs_base	INFO	====> Epoch: 105
2024-07-31 12:15:09,699	ljs_base	INFO	Train Epoch: 106 [66%]
2024-07-31 12:15:09,700	ljs_base	INFO	[2.696894645690918, 1.746582269668579, 2.6326632499694824, 20.629104614257812, 0.4177781343460083, 2.228642463684082, 5600, 0.0001973919895062582]
2024-07-31 12:15:21,717	ljs_base	INFO	====> Epoch: 106
2024-07-31 12:16:24,476	ljs_base	INFO	====> Epoch: 107
2024-07-31 12:17:26,008	ljs_base	INFO	====> Epoch: 108
2024-07-31 12:18:27,205	ljs_base	INFO	====> Epoch: 109
2024-07-31 12:19:10,028	ljs_base	INFO	Train Epoch: 110 [43%]
2024-07-31 12:19:10,029	ljs_base	INFO	[2.7918827533721924, 1.988091230392456, 2.3572394847869873, 20.86115074157715, 0.40455320477485657, 2.3338770866394043, 5800, 0.00019729331201546197]
2024-07-31 12:19:29,434	ljs_base	INFO	====> Epoch: 110
2024-07-31 12:20:30,488	ljs_base	INFO	====> Epoch: 111
2024-07-31 12:21:32,240	ljs_base	INFO	====> Epoch: 112
2024-07-31 12:22:33,769	ljs_base	INFO	====> Epoch: 113
2024-07-31 12:23:09,058	ljs_base	INFO	Train Epoch: 114 [21%]
2024-07-31 12:23:09,060	ljs_base	INFO	[2.6772844791412354, 1.786861538887024, 2.5001933574676514, 20.281513214111328, 0.39335358142852783, 2.241015672683716, 6000, 0.0001971946838541609]
2024-07-31 12:23:14,725	ljs_base	INFO	Saving model and optimizer state at iteration 114 to ./logs/ljs_base/G_6000.pth
2024-07-31 12:23:15,171	ljs_base	INFO	Saving model and optimizer state at iteration 114 to ./logs/ljs_base/D_6000.pth
2024-07-31 12:23:42,075	ljs_base	INFO	====> Epoch: 114
2024-07-31 12:24:44,107	ljs_base	INFO	====> Epoch: 115
2024-07-31 12:25:44,974	ljs_base	INFO	====> Epoch: 116
2024-07-31 12:26:44,585	ljs_base	INFO	Train Epoch: 117 [98%]
2024-07-31 12:26:44,586	ljs_base	INFO	[2.7479491233825684, 2.18731951713562, 2.457127571105957, 20.635019302368164, 0.4147069454193115, 2.334766149520874, 6200, 0.0001971207450908312]
2024-07-31 12:26:46,068	ljs_base	INFO	====> Epoch: 117
2024-07-31 12:27:47,504	ljs_base	INFO	====> Epoch: 118
2024-07-31 12:28:48,601	ljs_base	INFO	====> Epoch: 119
2024-07-31 12:29:49,136	ljs_base	INFO	====> Epoch: 120
2024-07-31 12:30:42,311	ljs_base	INFO	Train Epoch: 121 [75%]
2024-07-31 12:30:42,313	ljs_base	INFO	[2.6838886737823486, 1.8781787157058716, 2.6389756202697754, 20.808956146240234, 0.40973609685897827, 2.3969216346740723, 6400, 0.00019702220319681561]
2024-07-31 12:30:50,927	ljs_base	INFO	====> Epoch: 121
2024-07-31 12:31:53,232	ljs_base	INFO	====> Epoch: 122
2024-07-31 12:32:54,451	ljs_base	INFO	====> Epoch: 123
2024-07-31 12:33:55,390	ljs_base	INFO	====> Epoch: 124
2024-07-31 12:34:41,890	ljs_base	INFO	Train Epoch: 125 [53%]
2024-07-31 12:34:41,891	ljs_base	INFO	[2.6501541137695312, 1.824973702430725, 2.7520337104797363, 21.05621337890625, 0.4201490879058838, 2.323972463607788, 6600, 0.00019692371056450955]
2024-07-31 12:34:57,684	ljs_base	INFO	====> Epoch: 125
2024-07-31 12:35:58,868	ljs_base	INFO	====> Epoch: 126
2024-07-31 12:37:00,315	ljs_base	INFO	====> Epoch: 127
2024-07-31 12:38:01,164	ljs_base	INFO	====> Epoch: 128
2024-07-31 12:38:38,578	ljs_base	INFO	Train Epoch: 129 [30%]
2024-07-31 12:38:38,580	ljs_base	INFO	[2.73425555229187, 2.007103204727173, 2.546501636505127, 20.194446563720703, 0.3779953122138977, 2.3183279037475586, 6800, 0.00019682526716928672]
2024-07-31 12:39:02,921	ljs_base	INFO	====> Epoch: 129
2024-07-31 12:40:05,642	ljs_base	INFO	====> Epoch: 130
2024-07-31 12:41:08,137	ljs_base	INFO	====> Epoch: 131
2024-07-31 12:42:09,517	ljs_base	INFO	====> Epoch: 132
2024-07-31 12:42:40,509	ljs_base	INFO	Train Epoch: 133 [8%]
2024-07-31 12:42:40,509	ljs_base	INFO	[2.690202474594116, 1.8971304893493652, 2.877265691757202, 20.277921676635742, 0.3907316327095032, 2.2887628078460693, 7000, 0.00019672687298653317]
2024-07-31 12:42:48,862	ljs_base	INFO	Saving model and optimizer state at iteration 133 to ./logs/ljs_base/G_7000.pth
2024-07-31 12:42:49,272	ljs_base	INFO	Saving model and optimizer state at iteration 133 to ./logs/ljs_base/D_7000.pth
2024-07-31 12:43:20,839	ljs_base	INFO	====> Epoch: 133
2024-07-31 12:44:22,330	ljs_base	INFO	====> Epoch: 134
2024-07-31 12:45:23,274	ljs_base	INFO	====> Epoch: 135
2024-07-31 12:46:18,894	ljs_base	INFO	Train Epoch: 136 [85%]
2024-07-31 12:46:18,895	ljs_base	INFO	[2.8278086185455322, 1.9972014427185059, 2.480008363723755, 20.03356170654297, 0.3904039263725281, 2.4505960941314697, 7200, 0.00019665310963035113]
2024-07-31 12:46:25,741	ljs_base	INFO	====> Epoch: 136
2024-07-31 12:47:27,951	ljs_base	INFO	====> Epoch: 137
2024-07-31 12:48:28,681	ljs_base	INFO	====> Epoch: 138
2024-07-31 12:49:29,181	ljs_base	INFO	====> Epoch: 139
2024-07-31 12:50:17,078	ljs_base	INFO	Train Epoch: 140 [62%]
2024-07-31 12:50:17,079	ljs_base	INFO	[2.733610153198242, 1.769425630569458, 2.431081771850586, 19.766481399536133, 0.39650705456733704, 2.296481132507324, 7400, 0.00019655480151022865]
2024-07-31 12:50:30,951	ljs_base	INFO	====> Epoch: 140
2024-07-31 12:51:32,029	ljs_base	INFO	====> Epoch: 141
2024-07-31 12:52:32,471	ljs_base	INFO	====> Epoch: 142
2024-07-31 12:53:34,077	ljs_base	INFO	====> Epoch: 143
2024-07-31 12:54:15,006	ljs_base	INFO	Train Epoch: 144 [40%]
2024-07-31 12:54:15,008	ljs_base	INFO	[2.697082042694092, 1.9279816150665283, 3.054624319076538, 20.100099563598633, 0.3916524648666382, 2.503857374191284, 7600, 0.00019645654253495058]
2024-07-31 12:54:35,623	ljs_base	INFO	====> Epoch: 144
2024-07-31 12:55:37,341	ljs_base	INFO	====> Epoch: 145
2024-07-31 12:56:38,715	ljs_base	INFO	====> Epoch: 146
2024-07-31 12:57:39,964	ljs_base	INFO	====> Epoch: 147
2024-07-31 12:58:14,380	ljs_base	INFO	Train Epoch: 148 [17%]
2024-07-31 12:58:14,382	ljs_base	INFO	[2.718626022338867, 1.992788314819336, 2.7710390090942383, 20.087230682373047, 0.3715357482433319, 2.3527145385742188, 7800, 0.00019635833267994917]
2024-07-31 12:58:41,985	ljs_base	INFO	====> Epoch: 148
2024-07-31 12:59:42,979	ljs_base	INFO	====> Epoch: 149
2024-07-31 13:00:42,114	ljs_base	INFO	====> Epoch: 150
2024-07-31 13:01:42,852	ljs_base	INFO	Train Epoch: 151 [94%]
2024-07-31 13:01:42,853	ljs_base	INFO	[2.7227392196655273, 1.8883345127105713, 2.29677152633667, 18.63558006286621, 0.39265352487564087, 2.289888381958008, 8000, 0.0001962847075091075]
2024-07-31 13:01:48,529	ljs_base	INFO	Saving model and optimizer state at iteration 151 to ./logs/ljs_base/G_8000.pth
2024-07-31 13:01:48,986	ljs_base	INFO	Saving model and optimizer state at iteration 151 to ./logs/ljs_base/D_8000.pth
2024-07-31 13:01:52,375	ljs_base	INFO	====> Epoch: 151
2024-07-31 13:02:55,727	ljs_base	INFO	====> Epoch: 152
2024-07-31 13:03:56,546	ljs_base	INFO	====> Epoch: 153
2024-07-31 13:04:58,594	ljs_base	INFO	====> Epoch: 154
2024-07-31 13:05:50,586	ljs_base	INFO	Train Epoch: 155 [72%]
2024-07-31 13:05:50,586	ljs_base	INFO	[2.736520528793335, 1.5712916851043701, 2.663147449493408, 20.486469268798828, 0.4086706042289734, 2.454172134399414, 8200, 0.00019618658355551082]
2024-07-31 13:06:00,711	ljs_base	INFO	====> Epoch: 155
2024-07-31 13:07:01,503	ljs_base	INFO	====> Epoch: 156
2024-07-31 13:08:01,990	ljs_base	INFO	====> Epoch: 157
2024-07-31 13:09:11,841	ljs_base	INFO	====> Epoch: 158
2024-07-31 13:09:56,961	ljs_base	INFO	Train Epoch: 159 [49%]
2024-07-31 13:09:56,962	ljs_base	INFO	[2.6040573120117188, 2.048781156539917, 3.060547351837158, 20.133474349975586, 0.3825329840183258, 2.4331347942352295, 8400, 0.00019608850865469258]
2024-07-31 13:10:14,089	ljs_base	INFO	====> Epoch: 159
2024-07-31 13:11:15,069	ljs_base	INFO	====> Epoch: 160
2024-07-31 13:12:16,981	ljs_base	INFO	====> Epoch: 161
2024-07-31 13:13:18,490	ljs_base	INFO	====> Epoch: 162
2024-07-31 13:13:56,195	ljs_base	INFO	Train Epoch: 163 [26%]
2024-07-31 13:13:56,195	ljs_base	INFO	[2.592172622680664, 2.093310594558716, 3.0670385360717773, 19.600814819335938, 0.38214850425720215, 2.352736234664917, 8600, 0.000195990482782131]
2024-07-31 13:14:20,769	ljs_base	INFO	====> Epoch: 163
2024-07-31 13:15:21,570	ljs_base	INFO	====> Epoch: 164
2024-07-31 13:16:23,715	ljs_base	INFO	====> Epoch: 165
2024-07-31 13:17:25,378	ljs_base	INFO	====> Epoch: 166
2024-07-31 13:17:54,149	ljs_base	INFO	Train Epoch: 167 [4%]
2024-07-31 13:17:54,149	ljs_base	INFO	[2.6090869903564453, 2.0218873023986816, 3.1224050521850586, 20.05098533630371, 0.34174489974975586, 2.4697113037109375, 8800, 0.00019589250591331656]
2024-07-31 13:18:27,402	ljs_base	INFO	====> Epoch: 167
2024-07-31 13:19:29,519	ljs_base	INFO	====> Epoch: 168
2024-07-31 13:20:31,724	ljs_base	INFO	====> Epoch: 169
2024-07-31 13:21:26,992	ljs_base	INFO	Train Epoch: 170 [81%]
2024-07-31 13:21:26,993	ljs_base	INFO	[2.571429967880249, 1.9023668766021729, 2.8853037357330322, 19.971351623535156, 0.38279369473457336, 2.413917064666748, 9000, 0.00019581905540567768]
2024-07-31 13:21:32,310	ljs_base	INFO	Saving model and optimizer state at iteration 170 to ./logs/ljs_base/G_9000.pth
2024-07-31 13:21:32,742	ljs_base	INFO	Saving model and optimizer state at iteration 170 to ./logs/ljs_base/D_9000.pth
2024-07-31 13:21:39,623	ljs_base	INFO	====> Epoch: 170
2024-07-31 13:22:40,912	ljs_base	INFO	====> Epoch: 171
2024-07-31 13:23:41,863	ljs_base	INFO	====> Epoch: 172
2024-07-31 13:24:43,399	ljs_base	INFO	====> Epoch: 173
2024-07-31 13:25:30,628	ljs_base	INFO	Train Epoch: 174 [58%]
2024-07-31 13:25:30,630	ljs_base	INFO	[2.697964906692505, 1.9248664379119873, 2.778087854385376, 19.78999137878418, 0.3748275637626648, 2.4526729583740234, 9200, 0.00019572116423448148]
2024-07-31 13:25:45,038	ljs_base	INFO	====> Epoch: 174
2024-07-31 13:26:56,768	ljs_base	INFO	====> Epoch: 175
2024-07-31 13:27:58,225	ljs_base	INFO	====> Epoch: 176
2024-07-31 13:29:01,041	ljs_base	INFO	====> Epoch: 177
2024-07-31 13:29:42,321	ljs_base	INFO	Train Epoch: 178 [36%]
2024-07-31 13:29:42,322	ljs_base	INFO	[2.6142427921295166, 2.272185802459717, 3.0849814414978027, 19.250341415405273, 0.40428391098976135, 2.2674968242645264, 9400, 0.00019562332199969432]
2024-07-31 13:30:03,418	ljs_base	INFO	====> Epoch: 178
2024-07-31 13:31:04,653	ljs_base	INFO	====> Epoch: 179
2024-07-31 13:32:06,883	ljs_base	INFO	====> Epoch: 180
2024-07-31 13:33:07,873	ljs_base	INFO	====> Epoch: 181
2024-07-31 13:33:40,591	ljs_base	INFO	Train Epoch: 182 [13%]
2024-07-31 13:33:40,593	ljs_base	INFO	[2.715524673461914, 1.9258995056152344, 3.167515277862549, 20.08539390563965, 0.3926645517349243, 2.3616135120391846, 9600, 0.00019552552867685262]
2024-07-31 13:34:09,747	ljs_base	INFO	====> Epoch: 182
2024-07-31 13:35:10,692	ljs_base	INFO	====> Epoch: 183
2024-07-31 13:36:11,393	ljs_base	INFO	====> Epoch: 184
2024-07-31 13:37:08,923	ljs_base	INFO	Train Epoch: 185 [91%]
2024-07-31 13:37:08,923	ljs_base	INFO	[2.7231550216674805, 1.767869234085083, 2.9239516258239746, 19.44363784790039, 0.37466052174568176, 2.4596214294433594, 9800, 0.00019545221576847604]
2024-07-31 13:37:12,874	ljs_base	INFO	====> Epoch: 185
2024-07-31 13:38:14,011	ljs_base	INFO	====> Epoch: 186
2024-07-31 13:39:14,543	ljs_base	INFO	====> Epoch: 187
2024-07-31 13:40:23,162	ljs_base	INFO	====> Epoch: 188
2024-07-31 13:41:24,083	ljs_base	INFO	Train Epoch: 189 [68%]
2024-07-31 13:41:24,083	ljs_base	INFO	[2.5794930458068848, 1.907576560974121, 2.964963674545288, 19.269968032836914, 0.38736486434936523, 2.2458813190460205, 10000, 0.00019535450798271008]
2024-07-31 13:41:29,972	ljs_base	INFO	Saving model and optimizer state at iteration 189 to ./logs/ljs_base/G_10000.pth
2024-07-31 13:41:30,392	ljs_base	INFO	Saving model and optimizer state at iteration 189 to ./logs/ljs_base/D_10000.pth
2024-07-31 13:41:41,959	ljs_base	INFO	====> Epoch: 189
2024-07-31 13:42:43,135	ljs_base	INFO	====> Epoch: 190
2024-07-31 13:43:43,413	ljs_base	INFO	====> Epoch: 191
2024-07-31 13:44:44,913	ljs_base	INFO	====> Epoch: 192
2024-07-31 13:45:28,356	ljs_base	INFO	Train Epoch: 193 [45%]
2024-07-31 13:45:28,358	ljs_base	INFO	[2.6886351108551025, 1.918583631515503, 2.8772008419036865, 19.55173110961914, 0.3469145894050598, 2.3171496391296387, 10200, 0.00019525684904167766]
2024-07-31 13:45:47,044	ljs_base	INFO	====> Epoch: 193
2024-07-31 13:46:49,175	ljs_base	INFO	====> Epoch: 194
2024-07-31 13:47:49,660	ljs_base	INFO	====> Epoch: 195
2024-07-31 13:48:50,945	ljs_base	INFO	====> Epoch: 196
2024-07-31 13:49:26,824	ljs_base	INFO	Train Epoch: 197 [23%]
2024-07-31 13:49:26,825	ljs_base	INFO	[2.6843950748443604, 1.9798598289489746, 2.903687000274658, 19.730886459350586, 0.3818723261356354, 2.300738573074341, 10400, 0.00019515923892096098]
2024-07-31 13:49:53,061	ljs_base	INFO	====> Epoch: 197
2024-07-31 13:50:55,553	ljs_base	INFO	====> Epoch: 198
2024-07-31 13:51:57,919	ljs_base	INFO	====> Epoch: 199
2024-07-31 13:52:59,481	ljs_base	INFO	====> Epoch: 200
2024-07-31 13:53:28,106	ljs_base	INFO	Train Epoch: 201 [0%]
2024-07-31 13:53:28,107	ljs_base	INFO	[2.6738975048065186, 2.142892599105835, 3.4255268573760986, 19.580678939819336, 0.38902825117111206, 2.2738254070281982, 10600, 0.00019506167759615451]
2024-07-31 13:54:01,344	ljs_base	INFO	====> Epoch: 201
2024-07-31 13:55:02,011	ljs_base	INFO	====> Epoch: 202
2024-07-31 13:56:03,339	ljs_base	INFO	====> Epoch: 203
2024-07-31 13:56:56,990	ljs_base	INFO	Train Epoch: 204 [77%]
2024-07-31 13:56:56,991	ljs_base	INFO	[2.727489709854126, 2.2826640605926514, 3.1736278533935547, 19.286169052124023, 0.392184853553772, 2.2134885787963867, 10800, 0.0001949885386101911]
2024-07-31 13:57:06,391	ljs_base	INFO	====> Epoch: 204
2024-07-31 13:58:07,308	ljs_base	INFO	====> Epoch: 205
2024-07-31 13:59:08,291	ljs_base	INFO	====> Epoch: 206
2024-07-31 14:00:08,389	ljs_base	INFO	====> Epoch: 207
2024-07-31 14:00:54,913	ljs_base	INFO	Train Epoch: 208 [55%]
2024-07-31 14:00:54,913	ljs_base	INFO	[2.688708782196045, 2.0635128021240234, 3.0084340572357178, 19.054336547851562, 0.3826081156730652, 2.2725555896759033, 11000, 0.00019489106261953815]
2024-07-31 14:01:00,782	ljs_base	INFO	Saving model and optimizer state at iteration 208 to ./logs/ljs_base/G_11000.pth
2024-07-31 14:01:01,397	ljs_base	INFO	Saving model and optimizer state at iteration 208 to ./logs/ljs_base/D_11000.pth
2024-07-31 14:01:17,623	ljs_base	INFO	====> Epoch: 208
2024-07-31 14:02:19,195	ljs_base	INFO	====> Epoch: 209
2024-07-31 14:03:21,791	ljs_base	INFO	====> Epoch: 210
2024-07-31 14:04:23,602	ljs_base	INFO	====> Epoch: 211
2024-07-31 14:05:01,918	ljs_base	INFO	Train Epoch: 212 [32%]
2024-07-31 14:05:01,919	ljs_base	INFO	[2.6519405841827393, 1.9010465145111084, 3.4010229110717773, 19.839054107666016, 0.3316868245601654, 2.306504964828491, 11200, 0.00019479363535774292]
2024-07-31 14:05:25,185	ljs_base	INFO	====> Epoch: 212
2024-07-31 14:06:26,936	ljs_base	INFO	====> Epoch: 213
2024-07-31 14:07:28,499	ljs_base	INFO	====> Epoch: 214
2024-07-31 14:08:30,092	ljs_base	INFO	====> Epoch: 215
2024-07-31 14:09:01,410	ljs_base	INFO	Train Epoch: 216 [9%]
2024-07-31 14:09:01,411	ljs_base	INFO	[2.5793371200561523, 2.007523536682129, 3.5202882289886475, 19.615947723388672, 0.3394443392753601, 2.2847044467926025, 11400, 0.00019469625680044555]
2024-07-31 14:09:31,811	ljs_base	INFO	====> Epoch: 216
2024-07-31 14:10:32,668	ljs_base	INFO	====> Epoch: 217
2024-07-31 14:11:34,071	ljs_base	INFO	====> Epoch: 218
2024-07-31 14:12:30,644	ljs_base	INFO	Train Epoch: 219 [87%]
2024-07-31 14:12:30,645	ljs_base	INFO	[2.6956515312194824, 2.1208302974700928, 2.9711387157440186, 19.217050552368164, 0.3882138431072235, 2.339681625366211, 11600, 0.00019462325483015215]
2024-07-31 14:12:35,788	ljs_base	INFO	====> Epoch: 219
2024-07-31 14:13:38,482	ljs_base	INFO	====> Epoch: 220
2024-07-31 14:14:40,825	ljs_base	INFO	====> Epoch: 221
2024-07-31 14:15:42,441	ljs_base	INFO	====> Epoch: 222
2024-07-31 14:16:31,768	ljs_base	INFO	Train Epoch: 223 [64%]
2024-07-31 14:16:31,769	ljs_base	INFO	[2.7277979850769043, 2.0454678535461426, 3.1746811866760254, 18.723020553588867, 0.35787707567214966, 2.336127758026123, 11800, 0.00019452596144714675]
2024-07-31 14:16:44,285	ljs_base	INFO	====> Epoch: 223
2024-07-31 14:17:44,836	ljs_base	INFO	====> Epoch: 224
2024-07-31 14:18:45,625	ljs_base	INFO	====> Epoch: 225
2024-07-31 14:19:47,202	ljs_base	INFO	====> Epoch: 226
2024-07-31 14:20:28,989	ljs_base	INFO	Train Epoch: 227 [42%]
2024-07-31 14:20:28,990	ljs_base	INFO	[2.650608777999878, 1.9724624156951904, 3.0053796768188477, 18.978097915649414, 0.3906213641166687, 2.413555145263672, 12000, 0.00019442871670171237]
2024-07-31 14:20:34,726	ljs_base	INFO	Saving model and optimizer state at iteration 227 to ./logs/ljs_base/G_12000.pth
2024-07-31 14:20:35,169	ljs_base	INFO	Saving model and optimizer state at iteration 227 to ./logs/ljs_base/D_12000.pth
2024-07-31 14:20:55,434	ljs_base	INFO	====> Epoch: 227
2024-07-31 14:21:56,661	ljs_base	INFO	====> Epoch: 228
2024-07-31 14:22:57,635	ljs_base	INFO	====> Epoch: 229
2024-07-31 14:23:59,339	ljs_base	INFO	====> Epoch: 230
2024-07-31 14:24:33,346	ljs_base	INFO	Train Epoch: 231 [19%]
2024-07-31 14:24:33,347	ljs_base	INFO	[2.6945128440856934, 1.935408592224121, 3.1295275688171387, 19.233083724975586, 0.38724976778030396, 2.312448024749756, 12200, 0.00019433152056953475]
2024-07-31 14:25:00,658	ljs_base	INFO	====> Epoch: 231
2024-07-31 14:26:03,052	ljs_base	INFO	====> Epoch: 232
2024-07-31 14:27:05,802	ljs_base	INFO	====> Epoch: 233
2024-07-31 14:28:05,363	ljs_base	INFO	Train Epoch: 234 [96%]
2024-07-31 14:28:05,364	ljs_base	INFO	[2.5830931663513184, 1.956726312637329, 3.283010721206665, 19.306346893310547, 0.36510634422302246, 2.262772798538208, 12400, 0.0001942586553582316]
2024-07-31 14:28:07,355	ljs_base	INFO	====> Epoch: 234
2024-07-31 14:29:08,125	ljs_base	INFO	====> Epoch: 235
2024-07-31 14:30:09,213	ljs_base	INFO	====> Epoch: 236
2024-07-31 14:31:10,882	ljs_base	INFO	====> Epoch: 237
2024-07-31 14:32:04,109	ljs_base	INFO	Train Epoch: 238 [74%]
2024-07-31 14:32:04,109	ljs_base	INFO	[2.6957156658172607, 1.9041168689727783, 3.2582807540893555, 18.825563430786133, 0.3776545524597168, 2.361882448196411, 12600, 0.0001941615442407838]
2024-07-31 14:32:13,590	ljs_base	INFO	====> Epoch: 238
2024-07-31 14:33:14,448	ljs_base	INFO	====> Epoch: 239
2024-07-31 14:34:15,811	ljs_base	INFO	====> Epoch: 240
2024-07-31 14:35:17,344	ljs_base	INFO	====> Epoch: 241
2024-07-31 14:36:02,729	ljs_base	INFO	Train Epoch: 242 [51%]
2024-07-31 14:36:02,730	ljs_base	INFO	[2.711752414703369, 2.0284745693206787, 3.282557487487793, 19.581058502197266, 0.35345321893692017, 2.2635228633880615, 12800, 0.0001940644816697913]
2024-07-31 14:36:19,649	ljs_base	INFO	====> Epoch: 242
2024-07-31 14:37:22,941	ljs_base	INFO	====> Epoch: 243
2024-07-31 14:38:24,108	ljs_base	INFO	====> Epoch: 244
2024-07-31 14:39:25,518	ljs_base	INFO	====> Epoch: 245
2024-07-31 14:40:01,947	ljs_base	INFO	Train Epoch: 246 [28%]
2024-07-31 14:40:01,947	ljs_base	INFO	[2.693770170211792, 1.7381986379623413, 3.3295540809631348, 18.838062286376953, 0.35705989599227905, 2.4090120792388916, 13000, 0.00019396746762098544]
2024-07-31 14:40:07,371	ljs_base	INFO	Saving model and optimizer state at iteration 246 to ./logs/ljs_base/G_13000.pth
2024-07-31 14:40:07,805	ljs_base	INFO	Saving model and optimizer state at iteration 246 to ./logs/ljs_base/D_13000.pth
2024-07-31 14:40:33,435	ljs_base	INFO	====> Epoch: 246
2024-07-31 14:41:35,298	ljs_base	INFO	====> Epoch: 247