checkpoint,mse,path,time
autoencoder_1000,4.837080001831055,eval_audio/eval_autoencoder_1000_mse_4.8371.wav,2026-04-23T08:47:11.645256
autoencoder_best,4.837080001831055,eval_audio/eval_autoencoder_best_mse_4.8371.wav,2026-04-23T08:47:22.893824
autoencoder_2000,3.778287887573242,eval_audio/eval_autoencoder_2000_mse_3.7783.wav,2026-04-23T08:52:33.850230
autoencoder_3000,3.9064176082611084,eval_audio/eval_autoencoder_3000_mse_3.9064.wav,2026-04-23T08:58:15.019624
autoencoder_4000,3.581277370452881,eval_audio/eval_autoencoder_4000_mse_3.5813.wav,2026-04-23T09:03:26.133660
autoencoder_5000,3.0788519382476807,eval_audio/eval_autoencoder_5000_mse_3.0789.wav,2026-04-23T09:09:07.273511
autoencoder_6000,3.0098676681518555,eval_audio/eval_autoencoder_6000_mse_3.0099.wav,2026-04-23T09:14:48.430058
autoencoder_7000,3.0059762001037598,eval_audio/eval_autoencoder_7000_mse_3.0060.wav,2026-04-23T09:19:59.592348
autoencoder_8000,3.453680992126465,eval_audio/eval_autoencoder_8000_mse_3.4537.wav,2026-04-23T09:25:40.802345
autoencoder_9000,3.119272232055664,eval_audio/eval_autoencoder_9000_mse_3.1193.wav,2026-04-23T09:31:22.007760
autoencoder_10000,2.966132879257202,eval_audio/eval_autoencoder_10000_mse_2.9661.wav,2026-04-23T09:37:03.115332
autoencoder_11000,2.8233349323272705,eval_audio/eval_autoencoder_11000_mse_2.8233.wav,2026-04-23T09:42:14.240229
autoencoder_13000,2.8977043628692627,eval_audio/eval_autoencoder_13000_mse_2.8977.wav,2026-04-23T09:53:35.555656
autoencoder_14000,2.9837863445281982,eval_audio/eval_autoencoder_14000_mse_2.9838.wav,2026-04-23T09:58:46.663427
autoencoder_16000,3.168680429458618,eval_audio/eval_autoencoder_16000_mse_3.1687.wav,2026-04-23T10:09:57.847549
autoencoder_18000,3.0703909397125244,eval_audio/eval_autoencoder_18000_mse_3.0704.wav,2026-04-23T10:21:19.057258
autoencoder_19000,3.184920072555542,eval_audio/eval_autoencoder_19000_mse_3.1849.wav,2026-04-23T10:26:30.213578
autoencoder_20000,3.0892279148101807,eval_audio/eval_autoencoder_20000_mse_3.0892.wav,2026-04-23T10:32:11.347977
autoencoder_21000,3.1007044315338135,eval_audio/eval_autoencoder_21000_mse_3.1007.wav,2026-04-23T10:37:52.377671
autoencoder_22000,2.957115650177002,eval_audio/eval_autoencoder_22000_mse_2.9571.wav,2026-04-23T10:43:03.533454
autoencoder_23000,3.2265689373016357,eval_audio/eval_autoencoder_23000_mse_3.2266.wav,2026-04-23T10:48:44.726734
autoencoder_24000,3.2128195762634277,eval_audio/eval_autoencoder_24000_mse_3.2128.wav,2026-04-23T10:54:25.933504
autoencoder_25000,2.909064292907715,eval_audio/eval_autoencoder_25000_mse_2.9091.wav,2026-04-23T10:59:37.049714
autoencoder_26000,3.263446569442749,eval_audio/eval_autoencoder_26000_mse_3.2634.wav,2026-04-23T11:05:18.243217
autoencoder_27000,3.161261558532715,eval_audio/eval_autoencoder_27000_mse_3.1613.wav,2026-04-23T11:10:59.418974
autoencoder_28000,2.8661069869995117,eval_audio/eval_autoencoder_28000_mse_2.8661.wav,2026-04-23T11:16:10.538697
autoencoder_29000,3.3237130641937256,eval_audio/eval_autoencoder_29000_mse_3.3237.wav,2026-04-23T11:21:51.620525
autoencoder_30000,2.857008695602417,eval_audio/eval_autoencoder_30000_mse_2.8570.wav,2026-04-23T11:27:32.935223
autoencoder_31000,3.077249765396118,eval_audio/eval_autoencoder_31000_mse_3.0772.wav,2026-04-23T11:33:14.225162
autoencoder_32000,2.9525578022003174,eval_audio/eval_autoencoder_32000_mse_2.9526.wav,2026-04-23T11:38:25.350417
autoencoder_33000,2.9839608669281006,eval_audio/eval_autoencoder_33000_mse_2.9840.wav,2026-04-23T11:44:06.504003
autoencoder_34000,3.2716856002807617,eval_audio/eval_autoencoder_34000_mse_3.2717.wav,2026-04-23T11:49:47.666857
autoencoder_35000,3.1583619117736816,eval_audio/eval_autoencoder_35000_mse_3.1584.wav,2026-04-23T11:54:58.833193
autoencoder_36000,3.1518123149871826,eval_audio/eval_autoencoder_36000_mse_3.1518.wav,2026-04-23T12:00:40.032938
autoencoder_37000,3.1598591804504395,eval_audio/eval_autoencoder_37000_mse_3.1599.wav,2026-04-23T12:06:21.135841
autoencoder_38000,3.0452258586883545,eval_audio/eval_autoencoder_38000_mse_3.0452.wav,2026-04-23T12:11:32.288190
autoencoder_39000,3.2037298679351807,eval_audio/eval_autoencoder_39000_mse_3.2037.wav,2026-04-23T12:17:13.472364
autoencoder_40000,2.8939220905303955,eval_audio/eval_autoencoder_40000_mse_2.8939.wav,2026-04-23T12:22:54.608859
autoencoder_41000,3.2046620845794678,eval_audio/eval_autoencoder_41000_mse_3.2047.wav,2026-04-23T12:28:35.713164
autoencoder_42000,3.1481447219848633,eval_audio/eval_autoencoder_42000_mse_3.1481.wav,2026-04-23T12:33:46.738714
autoencoder_43000,3.1719770431518555,eval_audio/eval_autoencoder_43000_mse_3.1720.wav,2026-04-23T12:39:27.913295
autoencoder_44000,3.1660091876983643,eval_audio/eval_autoencoder_44000_mse_3.1660.wav,2026-04-23T12:45:09.050659
autoencoder_45000,3.1932623386383057,eval_audio/eval_autoencoder_45000_mse_3.1933.wav,2026-04-23T12:50:20.247942
autoencoder_46000,2.9734840393066406,eval_audio/eval_autoencoder_46000_mse_2.9735.wav,2026-04-23T12:56:01.351640
autoencoder_47000,2.964658737182617,eval_audio/eval_autoencoder_47000_mse_2.9647.wav,2026-04-23T13:01:42.494780
autoencoder_48000,3.104665756225586,eval_audio/eval_autoencoder_48000_mse_3.1047.wav,2026-04-23T13:07:23.648353
autoencoder_49000,3.121798038482666,eval_audio/eval_autoencoder_49000_mse_3.1218.wav,2026-04-23T13:12:34.867479
autoencoder_50000,2.935147523880005,eval_audio/eval_autoencoder_50000_mse_2.9351.wav,2026-04-23T13:18:16.102355
autoencoder_51000,2.9457297325134277,eval_audio/eval_autoencoder_51000_mse_2.9457.wav,2026-04-23T13:23:57.249131
autoencoder_52000,2.856706380844116,eval_audio/eval_autoencoder_52000_mse_2.8567.wav,2026-04-23T13:29:08.426667
autoencoder_53000,3.055372953414917,eval_audio/eval_autoencoder_53000_mse_3.0554.wav,2026-04-23T13:34:49.569409
autoencoder_54000,2.8710272312164307,eval_audio/eval_autoencoder_54000_mse_2.8710.wav,2026-04-23T13:40:30.721508
autoencoder_55000,2.7926290035247803,eval_audio/eval_autoencoder_55000_mse_2.7926.wav,2026-04-23T13:46:11.811596
autoencoder_56000,2.8691368103027344,eval_audio/eval_autoencoder_56000_mse_2.8691.wav,2026-04-23T13:51:22.923622
autoencoder_57000,2.7715656757354736,eval_audio/eval_autoencoder_57000_mse_2.7716.wav,2026-04-23T13:57:04.145578
autoencoder_58000,2.746126413345337,eval_audio/eval_autoencoder_58000_mse_2.7461.wav,2026-04-23T14:02:45.232315
autoencoder_59000,2.808379888534546,eval_audio/eval_autoencoder_59000_mse_2.8084.wav,2026-04-23T14:08:26.402249
autoencoder_60000,2.832890510559082,eval_audio/eval_autoencoder_60000_mse_2.8329.wav,2026-04-23T14:13:37.618730
autoencoder_61000,2.8441083431243896,eval_audio/eval_autoencoder_61000_mse_2.8441.wav,2026-04-23T14:19:18.701776
autoencoder_62000,2.7240805625915527,eval_audio/eval_autoencoder_62000_mse_2.7241.wav,2026-04-23T14:25:00.034435
autoencoder_63000,2.8974573612213135,eval_audio/eval_autoencoder_63000_mse_2.8975.wav,2026-04-23T14:30:11.210891
autoencoder_64000,2.9146037101745605,eval_audio/eval_autoencoder_64000_mse_2.9146.wav,2026-04-23T14:35:52.324578
autoencoder_65000,2.783999443054199,eval_audio/eval_autoencoder_65000_mse_2.7840.wav,2026-04-23T14:41:33.453902
autoencoder_66000,2.75553035736084,eval_audio/eval_autoencoder_66000_mse_2.7555.wav,2026-04-23T14:47:14.856130
autoencoder_67000,2.9587345123291016,eval_audio/eval_autoencoder_67000_mse_2.9587.wav,2026-04-23T14:52:26.046349
autoencoder_68000,2.7354471683502197,eval_audio/eval_autoencoder_68000_mse_2.7354.wav,2026-04-23T14:58:07.197896
autoencoder_69000,2.7507784366607666,eval_audio/eval_autoencoder_69000_mse_2.7508.wav,2026-04-23T15:03:48.400746
autoencoder_70000,2.8837637901306152,eval_audio/eval_autoencoder_70000_mse_2.8838.wav,2026-04-23T15:09:29.461873
autoencoder_71000,2.8213024139404297,eval_audio/eval_autoencoder_71000_mse_2.8213.wav,2026-04-23T15:14:40.455124
autoencoder_72000,2.9706690311431885,eval_audio/eval_autoencoder_72000_mse_2.9707.wav,2026-04-23T15:20:21.626812
autoencoder_73000,3.078613042831421,eval_audio/eval_autoencoder_73000_mse_3.0786.wav,2026-04-23T15:26:02.753472
autoencoder_74000,2.8486948013305664,eval_audio/eval_autoencoder_74000_mse_2.8487.wav,2026-04-23T15:31:13.981579
autoencoder_75000,2.838998794555664,eval_audio/eval_autoencoder_75000_mse_2.8390.wav,2026-04-23T15:36:55.166935
autoencoder_76000,2.632648468017578,eval_audio/eval_autoencoder_76000_mse_2.6326.wav,2026-04-23T15:42:36.362074
autoencoder_77000,2.6815662384033203,eval_audio/eval_autoencoder_77000_mse_2.6816.wav,2026-04-23T15:48:17.506945
autoencoder_78000,2.638976573944092,eval_audio/eval_autoencoder_78000_mse_2.6390.wav,2026-04-23T15:53:28.623231
autoencoder_79000,2.618825912475586,eval_audio/eval_autoencoder_79000_mse_2.6188.wav,2026-04-23T15:59:09.665442
autoencoder_80000,2.6508231163024902,eval_audio/eval_autoencoder_80000_mse_2.6508.wav,2026-04-23T16:04:50.898296
autoencoder_81000,2.5833375453948975,eval_audio/eval_autoencoder_81000_mse_2.5833.wav,2026-04-23T16:10:02.114888
autoencoder_82000,2.6298725605010986,eval_audio/eval_autoencoder_82000_mse_2.6299.wav,2026-04-23T16:15:43.303836
autoencoder_83000,2.752138614654541,eval_audio/eval_autoencoder_83000_mse_2.7521.wav,2026-04-23T16:21:24.432284
autoencoder_84000,2.6825826168060303,eval_audio/eval_autoencoder_84000_mse_2.6826.wav,2026-04-23T16:27:05.543820
autoencoder_85000,2.621378183364868,eval_audio/eval_autoencoder_85000_mse_2.6214.wav,2026-04-23T16:32:16.728835
autoencoder_86000,2.7887790203094482,eval_audio/eval_autoencoder_86000_mse_2.7888.wav,2026-04-23T16:37:57.865335
autoencoder_87000,2.6122894287109375,eval_audio/eval_autoencoder_87000_mse_2.6123.wav,2026-04-23T16:43:38.997696
autoencoder_88000,2.5850508213043213,eval_audio/eval_autoencoder_88000_mse_2.5851.wav,2026-04-23T16:49:20.218888
autoencoder_89000,2.6882381439208984,eval_audio/eval_autoencoder_89000_mse_2.6882.wav,2026-04-23T16:54:31.224217
autoencoder_90000,2.5574119091033936,eval_audio/eval_autoencoder_90000_mse_2.5574.wav,2026-04-23T17:00:12.261567
autoencoder_91000,2.584667444229126,eval_audio/eval_autoencoder_91000_mse_2.5847.wav,2026-04-23T17:05:53.646238
autoencoder_92000,2.614753246307373,eval_audio/eval_autoencoder_92000_mse_2.6148.wav,2026-04-23T17:11:04.802470
autoencoder_93000,2.655451536178589,eval_audio/eval_autoencoder_93000_mse_2.6555.wav,2026-04-23T17:16:45.907674
autoencoder_94000,2.505425214767456,eval_audio/eval_autoencoder_94000_mse_2.5054.wav,2026-04-23T17:22:27.053873
autoencoder_95000,2.688265323638916,eval_audio/eval_autoencoder_95000_mse_2.6883.wav,2026-04-23T17:28:08.169289
autoencoder_96000,2.5957107543945312,eval_audio/eval_autoencoder_96000_mse_2.5957.wav,2026-04-23T17:33:19.267942
autoencoder_97000,2.5768110752105713,eval_audio/eval_autoencoder_97000_mse_2.5768.wav,2026-04-23T17:39:00.638835
autoencoder_98000,2.5252022743225098,eval_audio/eval_autoencoder_98000_mse_2.5252.wav,2026-04-23T17:44:41.746745
autoencoder_99000,2.7192137241363525,eval_audio/eval_autoencoder_99000_mse_2.7192.wav,2026-04-23T17:49:52.913148
autoencoder_101000,2.4800727367401123,eval_audio/eval_autoencoder_101000_mse_2.4801.wav,2026-04-23T18:01:14.191414
autoencoder_104000,2.727553129196167,eval_audio/eval_autoencoder_104000_mse_2.7276.wav,2026-04-23T18:17:45.607027
autoencoder_106000,2.60900616645813,eval_audio/eval_autoencoder_106000_mse_2.6090.wav,2026-04-23T18:29:06.911861
autoencoder_107000,2.4632556438446045,eval_audio/eval_autoencoder_107000_mse_2.4633.wav,2026-04-23T18:34:18.036220
autoencoder_109000,2.5879132747650146,eval_audio/eval_autoencoder_109000_mse_2.5879.wav,2026-04-23T18:45:29.154267
autoencoder_111000,2.496898889541626,eval_audio/eval_autoencoder_111000_mse_2.4969.wav,2026-04-23T18:56:50.434473
autoencoder_112000,2.5588417053222656,eval_audio/eval_autoencoder_112000_mse_2.5588.wav,2026-04-23T19:02:01.653715
autoencoder_114000,2.489410161972046,eval_audio/eval_autoencoder_114000_mse_2.4894.wav,2026-04-23T19:13:23.003070
autoencoder_116000,2.410848379135132,eval_audio/eval_autoencoder_116000_mse_2.4108.wav,2026-04-23T19:24:34.217821
autoencoder_117000,2.510253667831421,eval_audio/eval_autoencoder_117000_mse_2.5103.wav,2026-04-23T19:29:45.169893
autoencoder_119000,2.4269731044769287,eval_audio/eval_autoencoder_119000_mse_2.4270.wav,2026-04-23T19:41:06.443849
autoencoder_122000,2.5664854049682617,eval_audio/eval_autoencoder_122000_mse_2.5665.wav,2026-04-23T19:57:27.759636
autoencoder_123000,2.354572057723999,eval_audio/eval_autoencoder_123000_mse_2.3546.wav,2026-04-23T20:03:08.940271
autoencoder_124000,2.4811031818389893,eval_audio/eval_autoencoder_124000_mse_2.4811.wav,2026-04-23T20:08:50.063915
autoencoder_125000,2.480396032333374,eval_audio/eval_autoencoder_125000_mse_2.4804.wav,2026-04-23T20:14:31.312950
autoencoder_126000,2.371865749359131,eval_audio/eval_autoencoder_126000_mse_2.3719.wav,2026-04-23T20:19:42.494044
autoencoder_127000,2.579040050506592,eval_audio/eval_autoencoder_127000_mse_2.5790.wav,2026-04-23T20:25:23.656837
autoencoder_130000,2.3942956924438477,eval_audio/eval_autoencoder_130000_mse_2.3943.wav,2026-04-23T20:42:14.944931
autoencoder_131000,2.5201234817504883,eval_audio/eval_autoencoder_131000_mse_2.5201.wav,2026-04-23T20:47:26.023257
autoencoder_132000,2.483957290649414,eval_audio/eval_autoencoder_132000_mse_2.4840.wav,2026-04-23T20:53:07.105216
autoencoder_133000,2.47137451171875,eval_audio/eval_autoencoder_133000_mse_2.4714.wav,2026-04-23T20:58:48.194656
autoencoder_135000,2.4371440410614014,eval_audio/eval_autoencoder_135000_mse_2.4371.wav,2026-04-23T21:09:59.303825
autoencoder_136000,2.466123580932617,eval_audio/eval_autoencoder_136000_mse_2.4661.wav,2026-04-23T21:15:10.446501
autoencoder_138000,2.431847095489502,eval_audio/eval_autoencoder_138000_mse_2.4318.wav,2026-04-23T21:26:21.604839
autoencoder_141000,2.313851833343506,eval_audio/eval_autoencoder_141000_mse_2.3139.wav,2026-04-23T21:43:12.849737
autoencoder_142000,2.514909267425537,eval_audio/eval_autoencoder_142000_mse_2.5149.wav,2026-04-23T21:48:24.059405
autoencoder_143000,2.39758038520813,eval_audio/eval_autoencoder_143000_mse_2.3976.wav,2026-04-23T21:54:05.226620
autoencoder_144000,2.358966112136841,eval_audio/eval_autoencoder_144000_mse_2.3590.wav,2026-04-23T21:59:46.336939
autoencoder_146000,2.380467653274536,eval_audio/eval_autoencoder_146000_mse_2.3805.wav,2026-04-23T22:10:57.476028
autoencoder_147000,2.342974901199341,eval_audio/eval_autoencoder_147000_mse_2.3430.wav,2026-04-23T22:16:08.769892
autoencoder_149000,2.358271598815918,eval_audio/eval_autoencoder_149000_mse_2.3583.wav,2026-04-23T22:27:19.916830
autoencoder_151000,2.2608561515808105,eval_audio/eval_autoencoder_151000_mse_2.2609.wav,2026-04-23T22:38:31.188929
autoencoder_154000,2.337897777557373,eval_audio/eval_autoencoder_154000_mse_2.3379.wav,2026-04-23T22:55:02.584922
autoencoder_156000,2.359703302383423,eval_audio/eval_autoencoder_156000_mse_2.3597.wav,2026-04-23T23:06:13.739684
autoencoder_159000,2.2714476585388184,eval_audio/eval_autoencoder_159000_mse_2.2714.wav,2026-04-23T23:22:45.046809
autoencoder_161000,2.3650472164154053,eval_audio/eval_autoencoder_161000_mse_2.3650.wav,2026-04-23T23:34:06.328616
autoencoder_162000,2.2243504524230957,eval_audio/eval_autoencoder_162000_mse_2.2244.wav,2026-04-23T23:39:17.424752
autoencoder_164000,2.2642734050750732,eval_audio/eval_autoencoder_164000_mse_2.2643.wav,2026-04-23T23:50:28.538957
autoencoder_167000,2.22409987449646,eval_audio/eval_autoencoder_167000_mse_2.2241.wav,2026-04-24T00:07:19.692743
autoencoder_168000,2.2599503993988037,eval_audio/eval_autoencoder_168000_mse_2.2600.wav,2026-04-24T00:12:30.723017
autoencoder_169000,2.3640248775482178,eval_audio/eval_autoencoder_169000_mse_2.3640.wav,2026-04-24T00:18:11.905141
autoencoder_172000,2.212698459625244,eval_audio/eval_autoencoder_172000_mse_2.2127.wav,2026-04-24T00:35:03.153545
autoencoder_173000,2.2476260662078857,eval_audio/eval_autoencoder_173000_mse_2.2476.wav,2026-04-24T00:40:14.313536
autoencoder_174000,2.546344757080078,eval_audio/eval_autoencoder_174000_mse_2.5463.wav,2026-04-24T00:45:55.421517
autoencoder_175000,2.2255327701568604,eval_audio/eval_autoencoder_175000_mse_2.2255.wav,2026-04-24T00:51:36.604788
autoencoder_177000,2.127690553665161,eval_audio/eval_autoencoder_177000_mse_2.1277.wav,2026-04-24T01:02:47.712022
autoencoder_179000,2.262897253036499,eval_audio/eval_autoencoder_179000_mse_2.2629.wav,2026-04-24T01:13:58.857477
autoencoder_180000,2.269148826599121,eval_audio/eval_autoencoder_180000_mse_2.2691.wav,2026-04-24T01:19:09.939259
autoencoder_182000,2.198307752609253,eval_audio/eval_autoencoder_182000_mse_2.1983.wav,2026-04-24T01:30:21.126770
autoencoder_184000,2.1346774101257324,eval_audio/eval_autoencoder_184000_mse_2.1347.wav,2026-04-24T01:41:42.411795
autoencoder_185000,2.151437759399414,eval_audio/eval_autoencoder_185000_mse_2.1514.wav,2026-04-24T01:46:53.547576
autoencoder_187000,2.2525696754455566,eval_audio/eval_autoencoder_187000_mse_2.2526.wav,2026-04-24T01:58:04.704625
autoencoder_189000,2.345965623855591,eval_audio/eval_autoencoder_189000_mse_2.3460.wav,2026-04-24T02:09:26.021588
autoencoder_190000,2.22944974899292,eval_audio/eval_autoencoder_190000_mse_2.2294.wav,2026-04-24T02:14:37.109194
autoencoder_192000,2.200357675552368,eval_audio/eval_autoencoder_192000_mse_2.2004.wav,2026-04-24T02:25:58.277390
autoencoder_195000,2.256789445877075,eval_audio/eval_autoencoder_195000_mse_2.2568.wav,2026-04-24T02:42:39.425427
autoencoder_196000,2.220205783843994,eval_audio/eval_autoencoder_196000_mse_2.2202.wav,2026-04-24T02:47:50.476049
autoencoder_197000,2.1502456665039062,eval_audio/eval_autoencoder_197000_mse_2.1502.wav,2026-04-24T02:53:31.621802
autoencoder_198000,2.2760305404663086,eval_audio/eval_autoencoder_198000_mse_2.2760.wav,2026-04-24T02:59:12.715385
autoencoder_200000,2.2068886756896973,eval_audio/eval_autoencoder_200000_mse_2.2069.wav,2026-04-24T03:10:23.881407
autoencoder_201000,2.1970129013061523,eval_audio/eval_autoencoder_201000_mse_2.1970.wav,2026-04-24T03:15:35.049801
autoencoder_202000,2.252707004547119,eval_audio/eval_autoencoder_202000_mse_2.2527.wav,2026-04-24T03:21:16.160916
autoencoder_203000,2.1340062618255615,eval_audio/eval_autoencoder_203000_mse_2.1340.wav,2026-04-24T03:26:57.332409
autoencoder_204000,2.2295448780059814,eval_audio/eval_autoencoder_204000_mse_2.2295.wav,2026-04-24T03:32:08.487085
autoencoder_205000,2.2805564403533936,eval_audio/eval_autoencoder_205000_mse_2.2806.wav,2026-04-24T03:37:49.665965
autoencoder_206000,2.14648699760437,eval_audio/eval_autoencoder_206000_mse_2.1465.wav,2026-04-24T03:43:30.801037
autoencoder_207000,2.071319580078125,eval_audio/eval_autoencoder_207000_mse_2.0713.wav,2026-04-24T03:49:11.850148
autoencoder_208000,2.0570144653320312,eval_audio/eval_autoencoder_208000_mse_2.0570.wav,2026-04-24T03:54:23.048734


Using GPU: NVIDIA GeForce RTX 3060
============================================================
Training Speech Autoencoder
============================================================
Loading dataset from: data/ngiemboon
Loaded 13202 samples from LJSpeech
Creating model...
Generator parameters: 26.78M
Discriminator parameters: 10.36M
Creating trainer...
Found checkpoint: checkpoints/ngiemboon/autoencoder_223000.pt
Resuming training...
Using recovery learning rate: 0.0001
Loaded mpd_mrd discriminator state
Loaded G optimizer state
Loaded D optimizer state
Resumed from iteration 223001
[223500] GAN    | recon: 0.7702(0.7536) | wave: 0.0639(0.0639) | G: 1.3572(1.3033) | D: 0.4017(0.4017) Dμ=0.40σ=0.57
[224000] GAN    | recon: 0.7841(0.7492) | wave: 0.0645(0.0639) | G: 1.3663(1.3033) | D: 0.4025(0.4008) Dμ=0.40σ=0.58
Validation - loss_recon: 0.7252 (min: 0.7252)
[224500] GAN    | recon: 0.7407(0.7407) | wave: 0.0661(0.0639) | G: 1.3027(1.3027) | D: 0.4181(0.4008) Dμ=0.42σ=0.60
[225000] GAN    | recon: 0.7485(0.7407) | wave: 0.0677(0.0639) | G: 1.3263(1.3027) | D: 0.4147(0.4008) Dμ=0.41σ=0.58
Validation - loss_recon: 0.7210 (min: 0.7210)
[225500] GAN    | recon: 0.7868(0.7407) | wave: 0.0672(0.0625) | G: 1.3445(1.3027) | D: 0.4099(0.3997) Dμ=0.41σ=0.59
[226000] GAN    | recon: 0.7767(0.7373) | wave: 0.0647(0.0625) | G: 1.3490(1.2908) | D: 0.4089(0.3997) Dμ=0.41σ=0.59
Validation - loss_recon: 0.7481 (min: 0.7210)
[226500] GAN    | recon: 0.7788(0.7373) | wave: 0.0664(0.0625) | G: 1.3459(1.2908) | D: 0.4292(0.3997) Dμ=0.43σ=0.60
[227000] GAN    | recon: 0.7632(0.7373) | wave: 0.0667(0.0625) | G: 1.3406(1.2908) | D: 0.3953(0.3945) Dμ=0.40σ=0.57
Validation - loss_recon: 0.6959 (min: 0.6959)
[227500] GAN    | recon: 0.7458(0.7373) | wave: 0.0661(0.0625) | G: 1.3064(1.2908) | D: 0.4089(0.3945) Dμ=0.41σ=0.59
[228000] GAN    | recon: 0.7524(0.7373) | wave: 0.0652(0.0625) | G: 1.3136(1.2908) | D: 0.4281(0.3874) Dμ=0.43σ=0.60
Validation - loss_recon: 0.7021 (min: 0.6959)
[228500] GAN    | recon: 0.7902(0.7373) | wave: 0.0658(0.0625) | G: 1.3638(1.2908) | D: 0.4052(0.3874) Dμ=0.41σ=0.58
[229000] GAN    | recon: 0.7973(0.7373) | wave: 0.0669(0.0625) | G: 1.3687(1.2908) | D: 0.4020(0.3874) Dμ=0.40σ=0.58
Validation - loss_recon: 0.7020 (min: 0.6959)
[229500] GAN    | recon: 0.7567(0.7373) | wave: 0.0654(0.0625) | G: 1.3322(1.2908) | D: 0.4172(0.3874) Dμ=0.42σ=0.59
[230000] GAN    | recon: 0.7441(0.7373) | wave: 0.0659(0.0625) | G: 1.3061(1.2908) | D: 0.4158(0.3874) Dμ=0.42σ=0.60
Validation - loss_recon: 0.7057 (min: 0.6959)
[230500] GAN    | recon: 0.7582(0.7373) | wave: 0.0652(0.0625) | G: 1.3438(1.2908) | D: 0.3891(0.3874) Dμ=0.39σ=0.56
[231000] GAN    | recon: 0.7687(0.7373) | wave: 0.0656(0.0625) | G: 1.3313(1.2908) | D: 0.4425(0.3874) Dμ=0.44σ=0.62
Validation - loss_recon: 0.7142 (min: 0.6959)
[231500] GAN    | recon: 0.7570(0.7373) | wave: 0.0657(0.0625) | G: 1.3263(1.2908) | D: 0.4072(0.3874) Dμ=0.41σ=0.59
[232000] GAN    | recon: 0.7538(0.7373) | wave: 0.0650(0.0625) | G: 1.2986(1.2908) | D: 0.4212(0.3874) Dμ=0.42σ=0.61
Validation - loss_recon: 0.6996 (min: 0.6959)
[232500] GAN    | recon: 0.7759(0.7373) | wave: 0.0648(0.0625) | G: 1.3567(1.2908) | D: 0.4199(0.3874) Dμ=0.42σ=0.59
[233000] GAN    | recon: 0.7966(0.7373) | wave: 0.0663(0.0625) | G: 1.3821(1.2908) | D: 0.3959(0.3874) Dμ=0.40σ=0.57
Validation - loss_recon: 0.7007 (min: 0.6959)
[233500] GAN    | recon: 0.7864(0.7373) | wave: 0.0633(0.0621) | G: 1.3574(1.2908) | D: 0.4168(0.3874) Dμ=0.42σ=0.60
[234000] GAN    | recon: 0.7745(0.7373) | wave: 0.0678(0.0621) | G: 1.3424(1.2908) | D: 0.4414(0.3874) Dμ=0.44σ=0.62
Validation - loss_recon: 0.7153 (min: 0.6959)
[234500] GAN    | recon: 0.7417(0.7373) | wave: 0.0641(0.0621) | G: 1.3213(1.2908) | D: 0.4090(0.3874) Dμ=0.41σ=0.59
[235000] GAN    | recon: 0.7832(0.7373) | wave: 0.0651(0.0621) | G: 1.3690(1.2908) | D: 0.3942(0.3874) Dμ=0.39σ=0.57
Validation - loss_recon: 0.7884 (min: 0.6959)
[235500] GAN    | recon: 0.7608(0.7373) | wave: 0.0637(0.0621) | G: 1.3393(1.2908) | D: 0.4201(0.3874) Dμ=0.42σ=0.59
[236000] GAN    | recon: 0.7686(0.7373) | wave: 0.0641(0.0621) | G: 1.3509(1.2908) | D: 0.4125(0.3874) Dμ=0.41σ=0.59
Validation - loss_recon: 0.7249 (min: 0.6959)
[236500] GAN    | recon: 0.7518(0.7373) | wave: 0.0678(0.0621) | G: 1.3179(1.2908) | D: 0.4260(0.3874) Dμ=0.43σ=0.61
[237000] GAN    | recon: 0.8159(0.7369) | wave: 0.0653(0.0621) | G: 1.3904(1.2908) | D: 0.4298(0.3874) Dμ=0.43σ=0.61
Validation - loss_recon: 0.7586 (min: 0.6959)
[237500] GAN    | recon: 0.7744(0.7369) | wave: 0.0668(0.0621) | G: 1.3439(1.2908) | D: 0.4168(0.3874) Dμ=0.42σ=0.60
[238000] GAN    | recon: 0.7989(0.7369) | wave: 0.0658(0.0621) | G: 1.3751(1.2908) | D: 0.4096(0.3874) Dμ=0.41σ=0.59
Validation - loss_recon: 0.7044 (min: 0.6959)
[238500] GAN    | recon: 0.7949(0.7369) | wave: 0.0631(0.0621) | G: 1.3732(1.2908) | D: 0.4286(0.3874) Dμ=0.43σ=0.60
[239000] GAN    | recon: 0.7692(0.7369) | wave: 0.0670(0.0621) | G: 1.3399(1.2908) | D: 0.4134(0.3874) Dμ=0.41σ=0.59
Validation - loss_recon: 0.7264 (min: 0.6959)
[239500] GAN    | recon: 0.7712(0.7369) | wave: 0.0641(0.0621) | G: 1.3353(1.2908) | D: 0.4128(0.3874) Dμ=0.41σ=0.60
[240000] GAN    | recon: 0.7803(0.7369) | wave: 0.0652(0.0621) | G: 1.3371(1.2908) | D: 0.4273(0.3874) Dμ=0.43σ=0.60
Validation - loss_recon: 0.6994 (min: 0.6959)
[240500] GAN    | recon: 0.7633(0.7369) | wave: 0.0651(0.0621) | G: 1.3380(1.2908) | D: 0.4152(0.3874) Dμ=0.42σ=0.60
[241000] GAN    | recon: 0.7762(0.7369) | wave: 0.0644(0.0621) | G: 1.3682(1.2908) | D: 0.4057(0.3874) Dμ=0.41σ=0.59
Validation - loss_recon: 0.7191 (min: 0.6959)
[241500] GAN    | recon: 0.7629(0.7369) | wave: 0.0653(0.0621) | G: 1.3372(1.2908) | D: 0.4145(0.3874) Dμ=0.41σ=0.58
[242000] GAN    | recon: 0.7715(0.7369) | wave: 0.0641(0.0621) | G: 1.3678(1.2908) | D: 0.4061(0.3874) Dμ=0.41σ=0.59
Validation - loss_recon: 0.7501 (min: 0.6959)
[242500] GAN    | recon: 0.7589(0.7369) | wave: 0.0666(0.0621) | G: 1.3205(1.2908) | D: 0.4198(0.3874) Dμ=0.42σ=0.61
[243000] GAN    | recon: 0.7472(0.7369) | wave: 0.0660(0.0621) | G: 1.3237(1.2908) | D: 0.4162(0.3874) Dμ=0.42σ=0.58
Validation - loss_recon: 0.6872 (min: 0.6872)
[243500] GAN    | recon: 0.7815(0.7369) | wave: 0.0639(0.0621) | G: 1.3623(1.2908) | D: 0.3991(0.3874) Dμ=0.40σ=0.57
[244000] GAN    | recon: 0.7944(0.7369) | wave: 0.0642(0.0621) | G: 1.3782(1.2908) | D: 0.3966(0.3874) Dμ=0.40σ=0.57
Validation - loss_recon: 0.7801 (min: 0.6872)
[244500] GAN    | recon: 0.7787(0.7369) | wave: 0.0640(0.0621) | G: 1.3605(1.2908) | D: 0.4268(0.3874) Dμ=0.43σ=0.60
[245000] GAN    | recon: 0.7573(0.7369) [311000] GAN    | recon: 0.7480(0.7164) | wave: 0.0646(0.0620) | G: 1.3460(1.2807) | D: 0.4032(0.3842) Dμ=0.40σ=0.58
Validation - loss_recon: 0.7332 (min: 0.6420)
[311500] GAN    | recon: 0.7551(0.7164) | wave: 0.0645(0.0620) | G: 1.3511(1.2807) | D: 0.4154(0.3842) Dμ=0.42σ=0.60
[312000] GAN    | recon: 0.7618(0.7164) | wave: 0.0669(0.0620) | G: 1.3590(1.2807) | D: 0.4243(0.3842) Dμ=0.42σ=0.60
Validation - loss_recon: 0.6900 (min: 0.6420)
[312500] GAN    | recon: 0.7351(0.7164) | wave: 0.0678(0.0620) | G: 1.3159(1.2807) | D: 0.4135(0.3842) Dμ=0.41σ=0.59
[313000] GAN    | recon: 0.7242(0.7164) | wave: 0.0657(0.0620) | G: 1.2962(1.2807) | D: 0.4179(0.3842) Dμ=0.42σ=0.60
Validation - loss_recon: 0.6854 (min: 0.6420)
[313500] GAN    | recon: 0.7313(0.7164) | wave: 0.0661(0.0620) | G: 1.3172(1.2807) | D: 0.4100(0.3842) Dμ=0.41σ=0.58
[314000] GAN    | recon: 0.7342(0.7164) | wave: 0.0660(0.0620) | G: 1.3231(1.2807) | D: 0.4028(0.3842) Dμ=0.40σ=0.58
Validation - loss_recon: 0.6999 (min: 0.6420)
[314500] GAN    | recon: 0.7931(0.7164) | wave: 0.0654(0.0620) | G: 1.3958(1.2807) | D: 0.4111(0.3842) Dμ=0.41σ=0.59
[315000] GAN    | recon: 0.7408(0.7164) | wave: 0.0684(0.0620) | G: 1.3230(1.2807) | D: 0.4179(0.3842) Dμ=0.42σ=0.59
Validation - loss_recon: 0.6712 (min: 0.6420)
[315500] GAN    | recon: 0.7430(0.7164) | wave: 0.0655(0.0620) | G: 1.3458(1.2807) | D: 0.4009(0.3842) Dμ=0.40σ=0.58
[316000] GAN    | recon: 0.7353(0.7164) | wave: 0.0659(0.0620) | G: 1.3322(1.2807) | D: 0.4047(0.3842) Dμ=0.40σ=0.58
Validation - loss_recon: 0.6837 (min: 0.6420)
[316500] GAN    | recon: 0.7521(0.7164) | wave: 0.0666(0.0620) | G: 1.3452(1.2807) | D: 0.4386(0.3842) Dμ=0.44σ=0.62
[317000] GAN    | recon: 0.7799(0.7164) | wave: 0.0653(0.0620) | G: 1.3802(1.2807) | D: 0.4092(0.3842) Dμ=0.41σ=0.59
Validation - loss_recon: 0.6986 (min: 0.6420)
[317500] GAN    | recon: 0.7677(0.7164) | wave: 0.0670(0.0620) | G: 1.3598(1.2807) | D: 0.4076(0.3842) Dμ=0.41σ=0.59
[318000] GAN    | recon: 0.7427(0.7164) | wave: 0.0657(0.0620) | G: 1.3404(1.2807) | D: 0.4305(0.3842) Dμ=0.43σ=0.61
Validation - loss_recon: 0.6752 (min: 0.6420)
[318500] GAN    | recon: 0.7491(0.7164) | wave: 0.0638(0.0620) | G: 1.3641(1.2807) | D: 0.4058(0.3842) Dμ=0.41σ=0.58
[319000] GAN    | recon: 0.7168(0.7164) | wave: 0.0646(0.0620) | G: 1.2945(1.2807) | D: 0.4225(0.3842) Dμ=0.42σ=0.61
Validation - loss_recon: 0.6748 (min: 0.6420)
[319500] GAN    | recon: 0.7276(0.7164) | wave: 0.0657(0.0620) | G: 1.3052(1.2807) | D: 0.4307(0.3842) Dμ=0.43σ=0.60
[320000] GAN    | recon: 0.7434(0.7164) | wave: 0.0654(0.0620) | G: 1.3426(1.2807) | D: 0.4100(0.3842) Dμ=0.41σ=0.59
Validation - loss_recon: 0.7223 (min: 0.6420)
[320500] GAN    | recon: 0.7209(0.7164) | wave: 0.0652(0.0620) | G: 1.3027(1.2807) | D: 0.4165(0.3842) Dμ=0.42σ=0.60
[321000] GAN    | recon: 0.7489(0.7164) | wave: 0.0653(0.0620) | G: 1.3439(1.2807) | D: 0.4175(0.3842) Dμ=0.42σ=0.59
Validation - loss_recon: 0.8405 (min: 0.6420)
[321500] GAN    | recon: 0.7476(0.7164) | wave: 0.0667(0.0620) | G: 1.3246(1.2807) | D: 0.4230(0.3842) Dμ=0.42σ=0.61
[322000] GAN    | recon: 0.7595(0.7164) | wave: 0.0676(0.0620) | G: 1.3601(1.2807) | D: 0.3943(0.3842) Dμ=0.39σ=0.57
Validation - loss_recon: 0.7572 (min: 0.6420)
[322500] GAN    | recon: 0.7291(0.7164) | wave: 0.0640(0.0620) | G: 1.3195(1.2807) | D: 0.4205(0.3842) Dμ=0.42σ=0.60
[323000] GAN    | recon: 0.7370(0.7164) | wave: 0.0667(0.0620) | G: 1.3232(1.2807) | D: 0.4167(0.3842) Dμ=0.42σ=0.60
Validation - loss_recon: 0.7044 (min: 0.6420)
[323500] GAN    | recon: 0.7345(0.7164) | wave: 0.0672(0.0620) | G: 1.3386(1.2807) | D: 0.4081(0.3842) Dμ=0.41σ=0.59
[324000] GAN    | recon: 0.7265(0.7134) | wave: 0.0649(0.0620) | G: 1.3112(1.2807) | D: 0.4148(0.3842) Dμ=0.41σ=0.58
Validation - loss_recon: 0.7196 (min: 0.6420)
| wave: 0.0660(0.0621) | G: 1.3172(1.2807) | D: 0.4063(0.3847) Dμ=0.41σ=0.58
[259000] GAN    | recon: 0.7473(0.7222) | wave: 0.0652(0.0621) | G: 1.3160(1.2807) | D: 0.4108(0.3847) Dμ=0.41σ=0.59
Validation - loss_recon: 0.6964 (min: 0.6782)
[259500] GAN    | recon: 0.7414(0.7222) | wave: 0.0668(0.0621) | G: 1.2987(1.2807) | D: 0.4249(0.3847) Dμ=0.42σ=0.60
[260000] GAN    | recon: 0.7299(0.7222) | wave: 0.0657(0.0621) | G: 1.2943(1.2807) | D: 0.4183(0.3847) Dμ=0.42σ=0.60
Validation - loss_recon: 0.7131 (min: 0.6782)
[260500] GAN    | recon: 0.7456(0.7222) | wave: 0.0636(0.0621) | G: 1.3382(1.2807) | D: 0.3982(0.3847) Dμ=0.40σ=0.58
[261000] GAN    | recon: 0.7524(0.7222) | wave: 0.0647(0.0621) | G: 1.3321(1.2807) | D: 0.4229(0.3847) Dμ=0.42σ=0.59
Validation - loss_recon: 0.7554 (min: 0.6782)
[261500] GAN    | recon: 0.7475(0.7222) | wave: 0.0677(0.0621) | G: 1.3414(1.2807) | D: 0.4006(0.3847) Dμ=0.40σ=0.57
[262000] GAN    | recon: 0.7640(0.7222) | wave: 0.0663(0.0621) | G: 1.3471(1.2807) | D: 0.4036(0.3847) Dμ=0.40σ=0.59
Validation - loss_recon: 0.7352 (min: 0.6782)
[262500] GAN    | recon: 0.7704(0.7222) | wave: 0.0688(0.0621) | G: 1.3475(1.2807) | D: 0.4137(0.3847) Dμ=0.41σ=0.58
[263000] GAN    | recon: 0.7766(0.7222) | wave: 0.0650(0.0621) | G: 1.3538(1.2807) | D: 0.4112(0.3847) Dμ=0.41σ=0.59
Validation - loss_recon: 0.7551 (min: 0.6782)
[263500] GAN    | recon: 0.7724(0.7222) | wave: 0.0650(0.0621) | G: 1.3485(1.2807) | D: 0.4155(0.3847) Dμ=0.42σ=0.60
[264000] GAN    | recon: 0.7576(0.7222) | wave: 0.0670(0.0621) | G: 1.3387(1.2807) | D: 0.4158(0.3847) Dμ=0.42σ=0.59
Validation - loss_recon: 0.7592 (min: 0.6782)
[264500] GAN    | recon: 0.7938(0.7222) | wave: 0.0647(0.0621) | G: 1.3836(1.2807) | D: 0.4047(0.3847) Dμ=0.40σ=0.58
[265000] GAN    | recon: 0.7652(0.7222) | wave: 0.0648(0.0621) | G: 1.3316(1.2807) | D: 0.4141(0.3847) Dμ=0.41σ=0.60
Validation - loss_recon: 0.7352 (min: 0.6782)
[265500] GAN    | recon: 0.7709(0.7222) | wave: 0.0623(0.0621) | G: 1.3666(1.2807) | D: 0.4203(0.3847) Dμ=0.42σ=0.59
[266000] GAN    | recon: 0.7776(0.7222) | wave: 0.0677(0.0621) | G: 1.3580(1.2807) | D: 0.4081(0.3847) Dμ=0.41σ=0.59
Validation - loss_recon: 0.7480 (min: 0.6782)
[266500] GAN    | recon: 0.7515(0.7222) | wave: 0.0659(0.0621) | G: 1.3138(1.2807) | D: 0.4256(0.3847) Dμ=0.43σ=0.61
[267000] GAN    | recon: 0.7312(0.7222) | wave: 0.0662(0.0621) | G: 1.3084(1.2807) | D: 0.4149(0.3847) Dμ=0.41σ=0.58
Validation - loss_recon: 0.6955 (min: 0.6782)
[267500] GAN    | recon: 0.7725(0.7222) | wave: 0.0650(0.0621) | G: 1.3447(1.2807) | D: 0.4083(0.3847) Dμ=0.41σ=0.59
[268000] GAN    | recon: 0.7606(0.7222) | wave: 0.0636(0.0621) | G: 1.3353(1.2807) | D: 0.4039(0.3847) Dμ=0.40σ=0.58
Validation - loss_recon: 0.7674 (min: 0.6782)
[268500] GAN    | recon: 0.7799(0.7222) | wave: 0.0655(0.0621) | G: 1.3654(1.2807) | D: 0.4082(0.3847) Dμ=0.41σ=0.57
[269000] GAN    | recon: 0.7508(0.7222) | wave: 0.0646(0.0621) | G: 1.3391(1.2807) | D: 0.4085(0.3847) Dμ=0.41σ=0.59
Validation - loss_recon: 0.6892 (min: 0.6782)
[269500] GAN    | recon: 0.7494(0.7222) | wave: 0.0655(0.0621) | G: 1.3265(1.2807) | D: 0.4153(0.3847) Dμ=0.42σ=0.60
[270000] GAN    | recon: 0.7433(0.7222) | wave: 0.0676(0.0621) | G: 1.3143(1.2807) | D: 0.4301(0.3847) Dμ=0.43σ=0.61
Validation - loss_recon: 0.6900 (min: 0.6782)
[270500] GAN    | recon: 0.7941(0.7222) | wave: 0.0647(0.0621) | G: 1.3920(1.2807) | D: 0.3842(0.3842) Dμ=0.38σ=0.55
[271000] GAN    | recon: 0.7379(0.7222) | wave: 0.0654(0.0621) | G: 1.3205(1.2807) | D: 0.3997(0.3842) Dμ=0.40σ=0.58
Validation - loss_recon: 0.6734 (min: 0.6734)
[271500] GAN    | recon: 0.7593(0.7222) | wave: 0.0646(0.0621) | G: 1.3462(1.2807) | D: 0.4216(0.3842) Dμ=0.42σ=0.59
[272000] GAN    | recon: 0.7404(0.7222) | wave: 0.0649(0.0621) | G: 1.3274(1.2807) | D: 0.3992(0.3842) Dμ=0.40σ=0.57
Validation - loss_recon: 0.6785 (min: 0.6734)
[272500] GAN    | recon: 0.7751(0.7222) | wave: 0.0640(0.0621) | G: 1.3670(1.2807) | D: 0.4016(0.3842) Dμ=0.40σ=0.58
[273000] GAN    | recon: 0.7748(0.7222) | wave: 0.0659(0.0621) | G: 1.3560(1.2807) | D: 0.4254(0.3842) Dμ=0.43σ=0.60
Validation - loss_recon: 0.6924 (min: 0.6734)
[273500] GAN    | recon: 0.7526(0.7222) | wave: 0.0660(0.0621) | G: 1.3261(1.2807) | D: 0.4087(0.3842) Dμ=0.41σ=0.59
[274000] GAN    | recon: 0.7643(0.7222) | wave: 0.0653(0.0621) | G: 1.3444(1.2807) | D: 0.4099(0.3842) Dμ=0.41σ=0.60
Validation - loss_recon: 0.7012 (min: 0.6734)
[274500] GAN    | recon: 0.7317(0.7222) | wave: 0.0652(0.0621) | G: 1.3134(1.2807) | D: 0.4101(0.3842) Dμ=0.41σ=0.58
[275000] GAN    | recon: 0.7777(0.7222) | wave: 0.0645(0.0621) | G: 1.3665(1.2807) | D: 0.4085(0.3842) Dμ=0.41σ=0.59
Validation - loss_recon: 0.7187 (min: 0.6734)
[275500] GAN    | recon: 0.7538(0.7222) | wave: 0.0675(0.0621) | G: 1.3344(1.2807) | D: 0.4048(0.3842) Dμ=0.40σ=0.58
[276000] GAN    | recon: 0.7559(0.7222) | wave: 0.0676(0.0621) | G: 1.3208(1.2807) | D: 0.4278(0.3842) Dμ=0.43σ=0.60
Validation - loss_recon: 0.6799 (min: 0.6734)
[276500] GAN    | recon: 0.7546(0.7222) | wave: 0.0659(0.0621) | G: 1.3312(1.2807) | D: 0.4120(0.3842) Dμ=0.41σ=0.59
[277000] GAN    | recon: 0.7360(0.7222) | wave: 0.0664(0.0621) | G: 1.3165(1.2807) | D: 0.4085(0.3842) Dμ=0.41σ=0.59
Validation - loss_recon: 0.6688 (min: 0.6688)
[277500] GAN    | recon: 0.7895(0.7222) | wave: 0.0673(0.0621) | G: 1.3674(1.2807) | D: 0.4263(0.3842) Dμ=0.43σ=0.60
[278000] GAN    | recon: 0.7483(0.7222) | wave: 0.0654(0.0621) | G: 1.3312(1.2807) | D: 0.4042(0.3842) Dμ=0.40σ=0.58
Validation - loss_recon: 0.6841 (min: 0.6688)
[278500] GAN    | recon: 0.7592(0.7222) | wave: 0.0675(0.0621) | G: 1.3323(1.2807) | D: 0.4181(0.3842) Dμ=0.42σ=0.60
[279000] GAN    | recon: 0.7511(0.7222) | wave: 0.0652(0.0621) | G: 1.3328(1.2807) | D: 0.4111(0.3842) Dμ=0.41σ=0.58
Validation - loss_recon: 0.6829 (min: 0.6688)
[279500] GAN    | recon: 0.7434(0.7164) | wave: 0.0654(0.0621) | G: 1.3260(1.2807) | D: 0.3958(0.3842) Dμ=0.40σ=0.57
[280000] GAN    | recon: 0.7315(0.7164) | wave: 0.0680(0.0621) | G: 1.3011(1.2807) | D: 0.4221(0.3842) Dμ=0.42σ=0.61
Validation - loss_recon: 0.6922 (min: 0.6688)
[280500] GAN    | recon: 0.7523(0.7164) | wave: 0.0664(0.0621) | G: 1.3366(1.2807) | D: 0.4311(0.3842) Dμ=0.43σ=0.61
[281000] GAN    | recon: 0.7583(0.7164) | wave: 0.0655(0.0621) | G: 1.3383(1.2807) | D: 0.4304(0.3842) Dμ=0.43σ=0.62
Validation - loss_recon: 0.7124 (min: 0.6688)
[281500] GAN    | recon: 0.7459(0.7164) | wave: 0.0673(0.0621) | G: 1.3044(1.2807) | D: 0.4259(0.3842) Dμ=0.43σ=0.61
[282000] GAN    | recon: 0.7416(0.7164) | wave: 0.0664(0.0621) | G: 1.3159(1.2807) | D: 0.4218(0.3842) Dμ=0.42σ=0.59
Validation - loss_recon: 0.6854 (min: 0.6688)
[282500] GAN    | recon: 0.7736(0.7164) | wave: 0.0670(0.0621) | G: 1.3581(1.2807) | D: 0.4256(0.3842) Dμ=0.43σ=0.61
[283000] GAN    | recon: 0.7556(0.7164) | wave: 0.0681(0.0621) | G: 1.3404(1.2807) | D: 0.3977(0.3842) Dμ=0.40σ=0.57
Validation - loss_recon: 0.6861 (min: 0.6688)
[283500] GAN    | recon: 0.7654(0.7164) | wave: 0.0646(0.0621) | G: 1.3573(1.2807) | D: 0.4330(0.3842) Dμ=0.43σ=0.61
[284000] GAN    | recon: 0.7401(0.7164) | wave: 0.0636(0.0621) | G: 1.3168(1.2807) | D: 0.4150(0.3842) Dμ=0.42σ=0.60
Validation - loss_recon: 0.6781 (min: 0.6688)
[284500] GAN    | recon: 0.7479(0.7164) | wave: 0.0677(0.0621) | G: 1.3261(1.2807) | D: 0.4147(0.3842) Dμ=0.41σ=0.60
[285000] GAN    | recon: 0.7732(0.7164) | wave: 0.0639(0.0621) | G: 1.3676(1.2807) | D: 0.4200(0.3842) Dμ=0.42σ=0.60
Validation - loss_recon: 0.7149 (min: 0.6688)
[285500] GAN    | recon: 0.7342(0.7164) | wave: 0.0649(0.0621) | G: 1.3184(1.2807) | D: 0.4159(0.3842) Dμ=0.42σ=0.60
[286000] GAN    | recon: 0.7819(0.7164) | wave: 0.0653(0.0621) | G: 1.3824(1.2807) | D: 0.4059(0.3842) Dμ=0.41σ=0.58
Validation - loss_recon: 0.6825 (min: 0.6688)
[286500] GAN    | recon: 0.7522(0.7164) | wave: 0.0660(0.0621) | G: 1.3476(1.2807) | D: 0.4180(0.3842) Dμ=0.42σ=0.59
[287000] GAN    | recon: 0.7676(0.7164) | wave: 0.0651(0.0621) | G: 1.3573(1.2807) | D: 0.4107(0.3842) Dμ=0.41σ=0.59
Validation - loss_recon: 0.6842 (min: 0.6688)
[287500] GAN    | recon: 0.7530(0.7164) | wave: 0.0651(0.0620) | G: 1.3347(1.2807) | D: 0.4246(0.3842) Dμ=0.42σ=0.61
[288000] GAN    | recon: 0.7458(0.7164) | wave: 0.0650(0.0620) | G: 1.3239(1.2807) | D: 0.4369(0.3842) Dμ=0.44σ=0.61
Validation - loss_recon: 0.6933 (min: 0.6688)
[288500] GAN    | recon: 0.7678(0.7164) | wave: 0.0648(0.0620) | G: 1.3556(1.2807) | D: 0.4095(0.3842) Dμ=0.41σ=0.59
[289000] GAN    | recon: 0.7631(0.7164) | wave: 0.0693(0.0620) | G: 1.3432(1.2807) | D: 0.4040(0.3842) Dμ=0.40σ=0.58
Validation - loss_recon: 0.6945 (min: 0.6688)
[289500] GAN    | recon: 0.7939(0.7164) | wave: 0.0656(0.0620) | G: 1.3778(1.2807) | D: 0.4237(0.3842) Dμ=0.42σ=0.59
[290000] GAN    | recon: 0.7675(0.7164) | wave: 0.0663(0.0620) | G: 1.3619(1.2807) | D: 0.4101(0.3842) Dμ=0.41σ=0.59
Validation - loss_recon: 0.6990 (min: 0.6688)
[290500] GAN    | recon: 0.7628(0.7164) | wave: 0.0651(0.0620) | G: 1.3552(1.2807) | D: 0.4016(0.3842) Dμ=0.40σ=0.58
[291000] GAN    | recon: 0.7357(0.7164) | wave: 0.0672(0.0620) | G: 1.3167(1.2807) | D: 0.4143(0.3842) Dμ=0.41σ=0.58
Validation - loss_recon: 0.6911 (min: 0.6688)
[291500] GAN    | recon: 0.7861(0.7164) | wave: 0.0647(0.0620) | G: 1.3804(1.2807) | D: 0.3940(0.3842) Dμ=0.39σ=0.57
[292000] GAN    | recon: 0.7803(0.7164) | wave: 0.0655(0.0620) | G: 1.3751(1.2807) | D: 0.4110(0.3842) Dμ=0.41σ=0.59
Validation - loss_recon: 0.6799 (min: 0.6688)
[292500] GAN    | recon: 0.7803(0.7164) | wave: 0.0662(0.0620) | G: 1.3794(1.2807) | D: 0.4163(0.3842) Dμ=0.42σ=0.59
[293000] GAN    | recon: 0.7352(0.7164) | wave: 0.0655(0.0620) | G: 1.3207(1.2807) | D: 0.4128(0.3842) Dμ=0.41σ=0.60
Validation - loss_recon: 0.7138 (min: 0.6688)
[293500] GAN    | recon: 0.7803(0.7164) | wave: 0.0645(0.0620) | G: 1.3753(1.2807) | D: 0.4233(0.3842) Dμ=0.42σ=0.61
[294000] GAN    | recon: 0.7335(0.7164) | wave: 0.0658(0.0620) | G: 1.3129(1.2807) | D: 0.4247(0.3842) Dμ=0.42σ=0.60
Validation - loss_recon: 0.6818 (min: 0.6688)
[294500] GAN    | recon: 0.7595(0.7164) | wave: 0.0663(0.0620) | G: 1.3507(1.2807) | D: 0.4050(0.3842) Dμ=0.41σ=0.59
[295000] GAN    | recon: 0.7456(0.7164) | wave: 0.0652(0.0620) | G: 1.3373(1.2807) | D: 0.4212(0.3842) Dμ=0.42σ=0.61
Validation - loss_recon: 0.7680 (min: 0.6688)
[295500] GAN    | recon: 0.7563(0.7164) | wave: 0.0639(0.0620) | G: 1.3639(1.2807) | D: 0.4086(0.3842) Dμ=0.41σ=0.58
[296000] GAN    | recon: 0.7507(0.7164) | wave: 0.0670(0.0620) | G: 1.3260(1.2807) | D: 0.4140(0.3842) Dμ=0.41σ=0.59
Validation - loss_recon: 0.7044 (min: 0.6688)
[296500] GAN    | recon: 0.7727(0.7164) | wave: 0.0647(0.0620) | G: 1.3676(1.2807) | D: 0.4077(0.3842) Dμ=0.41σ=0.59
[297000] GAN    | recon: 0.7591(0.7164) | wave: 0.0641(0.0620) | G: 1.3597(1.2807) | D: 0.4125(0.3842) Dμ=0.41σ=0.58
Validation - loss_recon: 0.8058 (min: 0.6688)
[297500] GAN    | recon: 0.7444(0.7164) | wave: 0.0664(0.0620) | G: 1.3248(1.2807) | D: 0.4219(0.3842) Dμ=0.42σ=0.61
[298000] GAN    | recon: 0.7502(0.7164) | wave: 0.0659(0.0620) | G: 1.3361(1.2807) | D: 0.3999(0.3842) Dμ=0.40σ=0.58
Validation - loss_recon: 0.6754 (min: 0.6688)
[298500] GAN    | recon: 0.7536(0.7164) | wave: 0.0655(0.0620) | G: 1.3417(1.2807) | D: 0.4185(0.3842) Dμ=0.42σ=0.59
[299000] GAN    | recon: 0.7527(0.7164) | wave: 0.0663(0.0620) | G: 1.3356(1.2807) | D: 0.4095(0.3842) Dμ=0.41σ=0.59
Validation - loss_recon: 0.8216 (min: 0.6688)
[299500] GAN    | recon: 0.7631(0.7164) | wave: 0.0679(0.0620) | G: 1.3348(1.2807) | D: 0.4120(0.3842) Dμ=0.41σ=0.59
[300000] GAN    | recon: 0.7342(0.7164) | wave: 0.0650(0.0620) | G: 1.3303(1.2807) | D: 0.4215(0.3842) Dμ=0.42σ=0.59
Validation - loss_recon: 0.6420 (min: 0.6420)
[300500] GAN    | recon: 0.7747(0.7164) | wave: 0.0656(0.0620) | G: 1.3840(1.2807) | D: 0.3901(0.3842) Dμ=0.39σ=0.56
[301000] GAN    | recon: 0.7335(0.7164) | wave: 0.0657(0.0620) | G: 1.3130(1.2807) | D: 0.4069(0.3842) Dμ=0.41σ=0.58
Validation - loss_recon: 0.6524 (min: 0.6420)
[301500] GAN    | recon: 0.7382(0.7164) | wave: 0.0674(0.0620) | G: 1.3195(1.2807) | D: 0.4198(0.3842) Dμ=0.42σ=0.59
[302000] GAN    | recon: 0.7343(0.7164) | wave: 0.0645(0.0620) | G: 1.3206(1.2807) | D: 0.4040(0.3842) Dμ=0.40σ=0.58
Validation - loss_recon: 0.7125 (min: 0.6420)
[302500] GAN    | recon: 0.7948(0.7164) | wave: 0.0661(0.0620) | G: 1.3922(1.2807) | D: 0.3956(0.3842) Dμ=0.40σ=0.57
[303000] GAN    | recon: 0.7589(0.7164) | wave: 0.0656(0.0620) | G: 1.3514(1.2807) | D: 0.4133(0.3842) Dμ=0.41σ=0.58
Validation - loss_recon: 0.7227 (min: 0.6420)
[303500] GAN    | recon: 0.7598(0.7164) | wave: 0.0684(0.0620) | G: 1.3464(1.2807) | D: 0.3987(0.3842) Dμ=0.40σ=0.58
[304000] GAN    | recon: 0.7863(0.7164) | wave: 0.0643(0.0620) | G: 1.3825(1.2807) | D: 0.4129(0.3842) Dμ=0.41σ=0.59
Validation - loss_recon: 0.6998 (min: 0.6420)
[304500] GAN    | recon: 0.7706(0.7164) | wave: 0.0645(0.0620) | G: 1.3567(1.2807) | D: 0.4215(0.3842) Dμ=0.42σ=0.59
[305000] GAN    | recon: 0.7318(0.7164) | wave: 0.0648(0.0620) | G: 1.3278(1.2807) | D: 0.4051(0.3842) Dμ=0.41σ=0.58
Validation - loss_recon: 0.6875 (min: 0.6420)
[305500] GAN    | recon: 0.7442(0.7164) | wave: 0.0678(0.0620) | G: 1.3282(1.2807) | D: 0.4137(0.3842) Dμ=0.41σ=0.60
[306000] GAN    | recon: 0.7428(0.7164) | wave: 0.0661(0.0620) | G: 1.3312(1.2807) | D: 0.4194(0.3842) Dμ=0.42σ=0.59
Validation - loss_recon: 0.6757 (min: 0.6420)
[306500] GAN    | recon: 0.7253(0.7164) | wave: 0.0665(0.0620) | G: 1.3024(1.2807) | D: 0.4187(0.3842) Dμ=0.42σ=0.60
[307000] GAN    | recon: 0.7518(0.7164) | wave: 0.0658(0.0620) | G: 1.3356(1.2807) | D: 0.4159(0.3842) Dμ=0.42σ=0.60
Validation - loss_recon: 0.7042 (min: 0.6420)
[307500] GAN    | recon: 0.7377(0.7164) | wave: 0.0668(0.0620) | G: 1.3147(1.2807) | D: 0.4240(0.3842) Dμ=0.42σ=0.60
[308000] GAN    | recon: 0.7436(0.7164) | wave: 0.0662(0.0620) | G: 1.3337(1.2807) | D: 0.4089(0.3842) Dμ=0.41σ=0.59
Validation - loss_recon: 0.7126 (min: 0.6420)
[308500] GAN    | recon: 0.7621(0.7164) | wave: 0.0656(0.0620) | G: 1.3508(1.2807) | D: 0.4116(0.3842) Dμ=0.41σ=0.59
[309000] GAN    | recon: 0.7527(0.7164) | wave: 0.0676(0.0620) | G: 1.3322(1.2807) | D: 0.4263(0.3842) Dμ=0.43σ=0.60
Validation - loss_recon: 0.6883 (min: 0.6420)
[309500] GAN    | recon: 0.7285(0.7164) | wave: 0.0665(0.0620) | G: 1.3108(1.2807) | D: 0.4150(0.3842) Dμ=0.41σ=0.59
[310000] GAN    | recon: 0.7598(0.7164) | wave: 0.0649(0.0620) | G: 1.3489(1.2807) | D: 0.4128(0.3842) Dμ=0.41σ=0.60
Validation - loss_recon: 0.7462 (min: 0.6420)
[310500] GAN    | recon: 0.7583(0.7164) | wave: 0.0660(0.0620) | G: 1.3442(1.2807) | D: 0.4155(0.3842) Dμ=0.42σ=0.58