File size: 44,381 Bytes
10a7f67
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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
141
142
143
144
145
146
147
148
149
150
151
152
153
154
155
156
157
158
159
160
161
162
163
164
165
166
167
168
169
170
171
172
173
174
175
176
177
178
179
180
181
182
183
184
185
186
187
188
189
190
191
192
193
194
195
196
197
198
199
200
201
202
203
204
205
206
207
208
209
210
211
212
213
214
215
216
217
218
219
220
221
222
223
224
225
226
227
228
229
230
231
232
233
234
235
236
237
238
239
240
241
242
243
244
245
246
247
248
249
250
251
252
253
254
255
256
257
258
259
260
261
262
263
264
265
266
267
268
269
270
271
272
273
274
275
276
277
278
279
280
281
282
283
284
285
286
287
288
289
290
291
292
293
294
295
296
297
298
299
300
301
302
303
304
305
306
307
308
309
310
311
312
313
314
315
316
317
318
319
320
321
322
323
324
325
326
327
328
329
330
331
332
333
334
335
336
337
338
339
340
341
342
343
344
345
346
347
348
349
350
351
352
353
354
355
356
357
358
359
360
361
362
363
364
365
366
367
368
369
370
371
372
373
374
375
376
377
378
379
380
381
382
383
384
385
386
387
388
389
390
391
392
393
394
395
396
397
398
399
400
401
402
403
404
405
406
407
408
409
410
411
412
413
414
415
416
417
418
419
420
421
422
423
424
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