[INFO] matplotlib backend: module://backend_interagg
[INFO] Using device: mps
[CycleGANDataset] Found 202599 images in A, 453494 images in B.
[DEBUG] Start dataset test to see if the first batch can be fetched properly...
[DEBUG] Got batch 0 with shapes A: torch.Size([2, 3, 256, 256]), B: torch.Size([2, 3, 256, 256])
[DEBUG] Dataset test finished, proceeding to training loop.
[INFO] Start Training!
Epoch 1/5: 0%| | 1/226747 [00:07<464:50:24, 7.38s/it][Batch 0/226747] G_loss: 12.7567, D_loss: 0.9833
Epoch 1/5: 0%| | 201/226747 [00:25<5:45:21, 10.93it/s][Batch 200/226747] G_loss: 2.8196, D_loss: 0.4357
Epoch 1/5: 0%| | 401/226747 [00:43<5:43:58, 10.97it/s][Batch 400/226747] G_loss: 2.2536, D_loss: 0.4712
Epoch 1/5: 0%| | 601/226747 [01:02<5:43:27, 10.97it/s][Batch 600/226747] G_loss: 2.4402, D_loss: 0.4255
Epoch 1/5: 0%|▏ | 801/226747 [01:20<5:43:48, 10.95it/s][Batch 800/226747] G_loss: 1.8456, D_loss: 0.4857
Epoch 1/5: 0%|▏ | 1001/226747 [01:38<5:43:43, 10.95it/s][Batch 1000/226747] G_loss: 2.0170, D_loss: 0.4007
Epoch 1/5: 1%|▏ | 1201/226747 [01:56<5:42:53, 10.96it/s][Batch 1200/226747] G_loss: 2.3119, D_loss: 0.3494
Epoch 1/5: 1%|▎ | 1401/226747 [02:15<5:42:28, 10.97it/s][Batch 1400/226747] G_loss: 2.3686, D_loss: 0.4025
Epoch 1/5: 1%|▎ | 1601/226747 [02:33<5:42:28, 10.96it/s][Batch 1600/226747] G_loss: 2.0952, D_loss: 0.5202
Epoch 1/5: 1%|▎ | 1801/226747 [02:51<5:41:24, 10.98it/s][Batch 1800/226747] G_loss: 1.9922, D_loss: 0.3017
Epoch 1/5: 1%|▍ | 2001/226747 [03:09<5:40:32, 11.00it/s][Batch 2000/226747] G_loss: 2.4149, D_loss: 0.2562
Epoch 1/5: 1%|▍ | 2201/226747 [03:28<5:41:35, 10.96it/s][Batch 2200/226747] G_loss: 1.9788, D_loss: 0.4811
Epoch 1/5: 1%|▍ | 2401/226747 [03:46<5:41:29, 10.95it/s][Batch 2400/226747] G_loss: 2.1306, D_loss: 0.2707
Epoch 1/5: 1%|▌ | 2601/226747 [04:04<5:39:30, 11.00it/s][Batch 2600/226747] G_loss: 2.3605, D_loss: 0.2224
Epoch 1/5: 1%|▌ | 2801/226747 [04:22<5:40:56, 10.95it/s][Batch 2800/226747] G_loss: 2.5238, D_loss: 0.3712
Epoch 1/5: 1%|▌ | 3001/226747 [04:40<5:39:58, 10.97it/s][Batch 3000/226747] G_loss: 2.1110, D_loss: 0.3286
Epoch 1/5: 1%|▌ | 3201/226747 [04:59<5:38:53, 10.99it/s][Batch 3200/226747] G_loss: 1.9433, D_loss: 0.2570
Epoch 1/5: 1%|▋ | 3401/226747 [05:17<5:38:17, 11.00it/s][Batch 3400/226747] G_loss: 2.1991, D_loss: 0.2896
Epoch 1/5: 2%|▋ | 3601/226747 [05:35<5:39:06, 10.97it/s][Batch 3600/226747] G_loss: 1.9350, D_loss: 0.2657
Epoch 1/5: 2%|▋ | 3801/226747 [05:53<5:39:28, 10.95it/s][Batch 3800/226747] G_loss: 2.1660, D_loss: 0.2427
Epoch 1/5: 2%|▊ | 4001/226747 [06:11<5:38:25, 10.97it/s][Batch 4000/226747] G_loss: 2.2646, D_loss: 0.2915
Epoch 1/5: 2%|▊ | 4201/226747 [06:30<5:38:49, 10.95it/s][Batch 4200/226747] G_loss: 1.9579, D_loss: 0.4207
Epoch 1/5: 2%|▊ | 4401/226747 [06:48<5:38:49, 10.94it/s][Batch 4400/226747] G_loss: 1.9640, D_loss: 0.2403
Epoch 1/5: 2%|▉ | 4601/226747 [07:06<5:38:14, 10.95it/s][Batch 4600/226747] G_loss: 2.5015, D_loss: 0.2368
Epoch 1/5: 2%|▉ | 4801/226747 [07:24<5:37:40, 10.95it/s][Batch 4800/226747] G_loss: 2.2442, D_loss: 0.2464
Epoch 1/5: 2%|▉ | 5001/226747 [07:43<5:35:27, 11.02it/s][Batch 5000/226747] G_loss: 2.2006, D_loss: 0.2803
Epoch 1/5: 2%|█ | 5201/226747 [08:01<5:50:14, 10.54it/s][Batch 5200/226747] G_loss: 2.4751, D_loss: 0.1929
Epoch 1/5: 2%|█ | 5401/226747 [08:20<5:36:38, 10.96it/s][Batch 5400/226747] G_loss: 2.2869, D_loss: 0.1944
Epoch 1/5: 2%|█ | 5601/226747 [08:38<5:36:00, 10.97it/s][Batch 5600/226747] G_loss: 2.3030, D_loss: 0.2905
Epoch 1/5: 3%|█▏ | 5801/226747 [08:56<5:36:33, 10.94it/s][Batch 5800/226747] G_loss: 2.1728, D_loss: 0.2168
Epoch 1/5: 3%|█▏ | 6001/226747 [09:14<5:35:27, 10.97it/s][Batch 6000/226747] G_loss: 2.5005, D_loss: 0.2326
Epoch 1/5: 3%|█▏ | 6201/226747 [09:33<5:34:34, 10.99it/s][Batch 6200/226747] G_loss: 1.7839, D_loss: 0.3786
Epoch 1/5: 3%|█▏ | 6401/226747 [09:51<5:33:31, 11.01it/s][Batch 6400/226747] G_loss: 2.4320, D_loss: 0.2275
Epoch 1/5: 3%|█▎ | 6601/226747 [10:09<5:36:35, 10.90it/s][Batch 6600/226747] G_loss: 2.1125, D_loss: 0.2388
Epoch 1/5: 3%|█▎ | 6801/226747 [10:27<5:33:12, 11.00it/s][Batch 6800/226747] G_loss: 2.3635, D_loss: 0.2208
Epoch 1/5: 3%|█▎ | 7001/226747 [10:45<5:34:06, 10.96it/s][Batch 7000/226747] G_loss: 2.1399, D_loss: 0.2356
Epoch 1/5: 3%|█▍ | 7201/226747 [11:04<5:33:45, 10.96it/s][Batch 7200/226747] G_loss: 2.1688, D_loss: 0.2477
Epoch 1/5: 3%|█▍ | 7401/226747 [11:22<5:32:30, 10.99it/s][Batch 7400/226747] G_loss: 2.7485, D_loss: 0.2112
Epoch 1/5: 3%|█▍ | 7601/226747 [11:40<5:33:41, 10.95it/s][Batch 7600/226747] G_loss: 2.4399, D_loss: 0.1859
Epoch 1/5: 3%|█▌ | 7801/226747 [11:58<5:32:17, 10.98it/s][Batch 7800/226747] G_loss: 2.2269, D_loss: 0.1726
Epoch 1/5: 4%|█▌ | 8001/226747 [12:16<5:32:22, 10.97it/s][Batch 8000/226747] G_loss: 2.3072, D_loss: 0.2883
Epoch 1/5: 4%|█▌ | 8201/226747 [12:35<5:31:02, 11.00it/s][Batch 8200/226747] G_loss: 2.4065, D_loss: 0.3089
Epoch 1/5: 4%|█▋ | 8401/226747 [12:53<5:32:08, 10.96it/s][Batch 8400/226747] G_loss: 2.5761, D_loss: 0.1739
Epoch 1/5: 4%|█▋ | 8601/226747 [13:11<5:31:54, 10.95it/s][Batch 8600/226747] G_loss: 2.6163, D_loss: 0.1456
Epoch 1/5: 4%|█▋ | 8801/226747 [13:29<5:30:41, 10.98it/s][Batch 8800/226747] G_loss: 2.3779, D_loss: 0.2136
Epoch 1/5: 4%|█▋ | 9001/226747 [13:47<5:30:17, 10.99it/s][Batch 9000/226747] G_loss: 2.6936, D_loss: 0.2093
Epoch 1/5: 4%|█▊ | 9201/226747 [14:06<5:29:12, 11.01it/s][Batch 9200/226747] G_loss: 2.1669, D_loss: 0.2875
Epoch 1/5: 4%|█▊ | 9401/226747 [14:24<5:30:22, 10.96it/s][Batch 9400/226747] G_loss: 2.4356, D_loss: 0.1264
Epoch 1/5: 4%|█▊ | 9601/226747 [14:42<5:29:15, 10.99it/s][Batch 9600/226747] G_loss: 1.9213, D_loss: 0.2271
Epoch 1/5: 4%|█▉ | 9801/226747 [15:00<5:29:59, 10.96it/s][Batch 9800/226747] G_loss: 2.0564, D_loss: 0.2249
Epoch 1/5: 4%|█▉ | 10001/226747 [15:18<5:29:24, 10.97it/s][Batch 10000/226747] G_loss: 2.2432, D_loss: 0.2444
Epoch 1/5: 4%|█▉ | 10201/226747 [15:37<5:29:24, 10.96it/s][Batch 10200/226747] G_loss: 2.3225, D_loss: 0.1547
Epoch 1/5: 5%|█▉ | 10401/226747 [15:55<5:29:00, 10.96it/s][Batch 10400/226747] G_loss: 2.1590, D_loss: 0.1804
Epoch 1/5: 5%|██ | 10601/226747 [16:13<5:28:24, 10.97it/s][Batch 10600/226747] G_loss: 2.2224, D_loss: 0.1479
Epoch 1/5: 5%|██ | 10801/226747 [16:31<5:28:14, 10.96it/s][Batch 10800/226747] G_loss: 1.9156, D_loss: 0.2517
Epoch 1/5: 5%|██ | 11001/226747 [16:49<5:27:56, 10.96it/s][Batch 11000/226747] G_loss: 2.1451, D_loss: 0.2593
Epoch 1/5: 5%|██ | 11201/226747 [17:08<5:27:21, 10.97it/s][Batch 11200/226747] G_loss: 2.0626, D_loss: 0.2693
Epoch 1/5: 5%|██▏ | 11401/226747 [17:26<5:27:25, 10.96it/s][Batch 11400/226747] G_loss: 2.3289, D_loss: 0.1912
Epoch 1/5: 5%|██▏ | 11601/226747 [17:44<5:26:40, 10.98it/s][Batch 11600/226747] G_loss: 2.3651, D_loss: 0.2116
Epoch 1/5: 5%|██▏ | 11801/226747 [18:02<5:25:46, 11.00it/s][Batch 11800/226747] G_loss: 1.9183, D_loss: 0.2507
Epoch 1/5: 5%|██▎ | 12001/226747 [18:20<5:25:13, 11.01it/s][Batch 12000/226747] G_loss: 2.0891, D_loss: 0.2235
Epoch 1/5: 5%|██▎ | 12201/226747 [18:39<5:25:57, 10.97it/s][Batch 12200/226747] G_loss: 2.1239, D_loss: 0.2260
Epoch 1/5: 5%|██▎ | 12401/226747 [18:57<5:25:46, 10.97it/s][Batch 12400/226747] G_loss: 2.4784, D_loss: 0.1849
Epoch 1/5: 6%|██▍ | 12601/226747 [19:15<5:25:33, 10.96it/s][Batch 12600/226747] G_loss: 2.6352, D_loss: 0.1963
Epoch 1/5: 6%|██▍ | 12801/226747 [19:33<5:24:34, 10.99it/s][Batch 12800/226747] G_loss: 2.1996, D_loss: 0.2470
Epoch 1/5: 6%|██▍ | 13001/226747 [19:51<5:23:20, 11.02it/s][Batch 13000/226747] G_loss: 1.9223, D_loss: 0.2041
Epoch 1/5: 6%|██▌ | 13201/226747 [20:10<5:23:06, 11.02it/s][Batch 13200/226747] G_loss: 2.5030, D_loss: 0.1318
Epoch 1/5: 6%|██▌ | 13401/226747 [20:28<5:23:57, 10.98it/s][Batch 13400/226747] G_loss: 2.2972, D_loss: 0.1674
Epoch 1/5: 6%|██▌ | 13601/226747 [20:46<5:24:05, 10.96it/s][Batch 13600/226747] G_loss: 1.9165, D_loss: 0.1943
Epoch 1/5: 6%|██▌ | 13801/226747 [21:04<5:23:29, 10.97it/s][Batch 13800/226747] G_loss: 2.1511, D_loss: 0.2133
Epoch 1/5: 6%|██▋ | 14001/226747 [21:22<5:23:16, 10.97it/s][Batch 14000/226747] G_loss: 1.9298, D_loss: 0.2397
Epoch 1/5: 6%|██▋ | 14201/226747 [21:41<5:23:03, 10.97it/s][Batch 14200/226747] G_loss: 2.6733, D_loss: 0.0894
Epoch 1/5: 6%|██▋ | 14401/226747 [21:59<5:21:54, 10.99it/s][Batch 14400/226747] G_loss: 2.0781, D_loss: 0.2045
Epoch 1/5: 6%|██▊ | 14601/226747 [22:17<5:21:24, 11.00it/s][Batch 14600/226747] G_loss: 2.0537, D_loss: 0.1915
Epoch 1/5: 7%|██▊ | 14801/226747 [22:35<5:20:30, 11.02it/s][Batch 14800/226747] G_loss: 2.3523, D_loss: 0.1896
Epoch 1/5: 7%|██▊ | 15001/226747 [22:53<5:21:39, 10.97it/s][Batch 15000/226747] G_loss: 2.2668, D_loss: 0.1540
Epoch 1/5: 7%|██▉ | 15201/226747 [23:12<5:21:20, 10.97it/s][Batch 15200/226747] G_loss: 2.5513, D_loss: 0.1256
Epoch 1/5: 7%|██▉ | 15401/226747 [23:30<5:20:42, 10.98it/s][Batch 15400/226747] G_loss: 2.3267, D_loss: 0.2337
Epoch 1/5: 7%|██▉ | 15601/226747 [23:48<5:19:55, 11.00it/s][Batch 15600/226747] G_loss: 2.3588, D_loss: 0.1231
Epoch 1/5: 7%|██▉ | 15801/226747 [24:06<5:19:28, 11.00it/s][Batch 15800/226747] G_loss: 2.4174, D_loss: 0.1336
Epoch 1/5: 7%|███ | 16001/226747 [24:24<5:19:16, 11.00it/s][Batch 16000/226747] G_loss: 1.9450, D_loss: 0.2756
Epoch 1/5: 7%|███ | 16201/226747 [24:43<5:19:13, 10.99it/s][Batch 16200/226747] G_loss: 2.1115, D_loss: 0.1800
Epoch 1/5: 7%|███ | 16401/226747 [25:01<5:19:27, 10.97it/s][Batch 16400/226747] G_loss: 2.4927, D_loss: 0.1772
Epoch 1/5: 7%|███▏ | 16601/226747 [25:19<5:17:54, 11.02it/s][Batch 16600/226747] G_loss: 1.9880, D_loss: 0.2011
Epoch 1/5: 7%|███▏ | 16801/226747 [25:37<5:19:05, 10.97it/s][Batch 16800/226747] G_loss: 2.5470, D_loss: 0.1944
Epoch 1/5: 7%|███▏ | 17001/226747 [25:55<5:17:26, 11.01it/s][Batch 17000/226747] G_loss: 2.2042, D_loss: 0.1928
Epoch 1/5: 8%|███▎ | 17201/226747 [26:14<5:17:13, 11.01it/s][Batch 17200/226747] G_loss: 2.1746, D_loss: 0.1472
Epoch 1/5: 8%|███▎ | 17401/226747 [26:32<5:18:22, 10.96it/s][Batch 17400/226747] G_loss: 2.3939, D_loss: 0.1632
Epoch 1/5: 8%|███▎ | 17601/226747 [26:50<5:18:09, 10.96it/s][Batch 17600/226747] G_loss: 2.0229, D_loss: 0.2018
Epoch 1/5: 8%|███▍ | 17801/226747 [27:08<5:16:31, 11.00it/s][Batch 17800/226747] G_loss: 2.4613, D_loss: 0.1319
Epoch 1/5: 8%|███▍ | 18001/226747 [27:26<5:16:17, 11.00it/s][Batch 18000/226747] G_loss: 2.4941, D_loss: 0.1620
Epoch 1/5: 8%|███▍ | 18201/226747 [27:45<5:17:25, 10.95it/s][Batch 18200/226747] G_loss: 2.3555, D_loss: 0.1578
Epoch 1/5: 8%|███▍ | 18401/226747 [28:03<5:15:21, 11.01it/s][Batch 18400/226747] G_loss: 2.4427, D_loss: 0.2058
Epoch 1/5: 8%|███▌ | 18601/226747 [28:21<5:16:01, 10.98it/s][Batch 18600/226747] G_loss: 2.1487, D_loss: 0.1935
Epoch 1/5: 8%|███▌ | 18801/226747 [28:39<5:16:14, 10.96it/s][Batch 18800/226747] G_loss: 2.3586, D_loss: 0.1962
Epoch 1/5: 8%|███▌ | 19001/226747 [28:57<5:15:27, 10.98it/s][Batch 19000/226747] G_loss: 2.2382, D_loss: 0.1942
Epoch 1/5: 8%|███▋ | 19201/226747 [29:16<5:15:24, 10.97it/s][Batch 19200/226747] G_loss: 2.2493, D_loss: 0.1317
Epoch 1/5: 9%|███▋ | 19401/226747 [29:34<5:14:45, 10.98it/s][Batch 19400/226747] G_loss: 2.1945, D_loss: 0.1318
Epoch 1/5: 9%|███▋ | 19601/226747 [29:52<5:14:48, 10.97it/s][Batch 19600/226747] G_loss: 2.2593, D_loss: 0.1265
Epoch 1/5: 9%|███▊ | 19801/226747 [30:10<5:13:06, 11.02it/s][Batch 19800/226747] G_loss: 2.5116, D_loss: 0.1451
Epoch 1/5: 9%|███▊ | 20001/226747 [30:28<5:13:43, 10.98it/s][Batch 20000/226747] G_loss: 2.0877, D_loss: 0.2326
Epoch 1/5: 9%|███▊ | 20201/226747 [30:47<5:13:08, 10.99it/s][Batch 20200/226747] G_loss: 2.1028, D_loss: 0.1479
Epoch 1/5: 9%|███▊ | 20401/226747 [31:05<5:13:28, 10.97it/s][Batch 20400/226747] G_loss: 2.0142, D_loss: 0.2728
Epoch 1/5: 9%|███▉ | 20601/226747 [31:23<5:12:29, 10.99it/s][Batch 20600/226747] G_loss: 2.5961, D_loss: 0.1861
Epoch 1/5: 9%|███▉ | 20801/226747 [31:41<5:12:27, 10.99it/s][Batch 20800/226747] G_loss: 2.1721, D_loss: 0.2169
Epoch 1/5: 9%|███▉ | 21001/226747 [31:59<5:12:10, 10.98it/s][Batch 21000/226747] G_loss: 2.3665, D_loss: 0.2225
Epoch 1/5: 9%|████ | 21201/226747 [32:18<5:12:11, 10.97it/s][Batch 21200/226747] G_loss: 2.3248, D_loss: 0.1932
Epoch 1/5: 9%|████ | 21401/226747 [32:36<5:10:48, 11.01it/s][Batch 21400/226747] G_loss: 2.4099, D_loss: 0.1447
Epoch 1/5: 10%|████ | 21601/226747 [32:54<5:11:14, 10.99it/s][Batch 21600/226747] G_loss: 2.4387, D_loss: 0.1608
Epoch 1/5: 10%|████▏ | 21801/226747 [33:12<5:11:19, 10.97it/s][Batch 21800/226747] G_loss: 2.4353, D_loss: 0.1466
Epoch 1/5: 10%|████▏ | 22001/226747 [33:30<5:10:54, 10.98it/s][Batch 22000/226747] G_loss: 2.0822, D_loss: 0.2139
Epoch 1/5: 10%|████▏ | 22201/226747 [33:49<5:10:51, 10.97it/s][Batch 22200/226747] G_loss: 2.3442, D_loss: 0.1528
Epoch 1/5: 10%|████▏ | 22401/226747 [34:07<5:10:29, 10.97it/s][Batch 22400/226747] G_loss: 2.0872, D_loss: 0.1997
Epoch 1/5: 10%|████▎ | 22601/226747 [34:25<5:09:51, 10.98it/s][Batch 22600/226747] G_loss: 2.5018, D_loss: 0.1307
Epoch 1/5: 10%|████▎ | 22801/226747 [34:43<5:09:56, 10.97it/s][Batch 22800/226747] G_loss: 2.4856, D_loss: 0.1570
Epoch 1/5: 10%|████▎ | 23001/226747 [35:01<5:09:46, 10.96it/s][Batch 23000/226747] G_loss: 2.4084, D_loss: 0.2029
Epoch 1/5: 10%|████▍ | 23201/226747 [35:20<5:09:05, 10.98it/s][Batch 23200/226747] G_loss: 2.2271, D_loss: 0.3575
Epoch 1/5: 10%|████▍ | 23401/226747 [35:38<5:08:34, 10.98it/s][Batch 23400/226747] G_loss: 2.2542, D_loss: 0.1429
Epoch 1/5: 10%|████▍ | 23601/226747 [35:56<5:08:28, 10.98it/s][Batch 23600/226747] G_loss: 2.5707, D_loss: 0.1565
Epoch 1/5: 10%|████▌ | 23801/226747 [36:14<5:08:10, 10.98it/s][Batch 23800/226747] G_loss: 2.1819, D_loss: 0.1549
Epoch 1/5: 11%|████▌ | 24001/226747 [36:32<5:07:56, 10.97it/s][Batch 24000/226747] G_loss: 2.3406, D_loss: 0.2149
Epoch 1/5: 11%|████▌ | 24201/226747 [36:51<5:07:34, 10.98it/s][Batch 24200/226747] G_loss: 2.3827, D_loss: 0.1379
Epoch 1/5: 11%|████▋ | 24401/226747 [37:09<5:07:01, 10.98it/s][Batch 24400/226747] G_loss: 2.3014, D_loss: 0.1750
Epoch 1/5: 11%|████▋ | 24601/226747 [37:27<5:06:59, 10.97it/s][Batch 24600/226747] G_loss: 2.3546, D_loss: 0.2186
Epoch 1/5: 11%|████▋ | 24801/226747 [37:45<5:06:07, 10.99it/s][Batch 24800/226747] G_loss: 2.6600, D_loss: 0.2322
Epoch 1/5: 11%|████▋ | 25001/226747 [38:03<5:06:10, 10.98it/s][Batch 25000/226747] G_loss: 2.0948, D_loss: 0.2013
Epoch 1/5: 11%|████▊ | 25201/226747 [38:22<5:06:19, 10.97it/s][Batch 25200/226747] G_loss: 2.0740, D_loss: 0.1411
Epoch 1/5: 11%|████▊ | 25401/226747 [38:40<5:05:52, 10.97it/s][Batch 25400/226747] G_loss: 2.1520, D_loss: 0.1362
Epoch 1/5: 11%|████▊ | 25601/226747 [38:58<5:05:07, 10.99it/s][Batch 25600/226747] G_loss: 2.1108, D_loss: 0.1767
Epoch 1/5: 11%|████▉ | 25801/226747 [39:16<5:05:57, 10.95it/s][Batch 25800/226747] G_loss: 2.4888, D_loss: 0.1523
Epoch 1/5: 11%|████▉ | 26001/226747 [39:34<5:03:46, 11.01it/s][Batch 26000/226747] G_loss: 1.9258, D_loss: 0.3720
Epoch 1/5: 12%|████▉ | 26201/226747 [39:53<5:04:56, 10.96it/s][Batch 26200/226747] G_loss: 1.9804, D_loss: 0.1614
Epoch 1/5: 12%|█████ | 26401/226747 [40:11<5:04:10, 10.98it/s][Batch 26400/226747] G_loss: 2.4600, D_loss: 0.1581
Epoch 1/5: 12%|█████ | 26601/226747 [40:29<5:02:55, 11.01it/s][Batch 26600/226747] G_loss: 2.2715, D_loss: 0.2287
Epoch 1/5: 12%|█████ | 26801/226747 [40:47<5:04:29, 10.94it/s][Batch 26800/226747] G_loss: 2.3600, D_loss: 0.1648
Epoch 1/5: 12%|█████ | 27001/226747 [41:06<5:03:45, 10.96it/s][Batch 27000/226747] G_loss: 1.8558, D_loss: 0.2909
Epoch 1/5: 12%|█████▏ | 27201/226747 [41:24<5:03:01, 10.98it/s][Batch 27200/226747] G_loss: 2.2074, D_loss: 0.0981
Epoch 1/5: 12%|█████▏ | 27401/226747 [41:42<5:03:13, 10.96it/s][Batch 27400/226747] G_loss: 2.2205, D_loss: 0.2915
Epoch 1/5: 12%|█████▏ | 27601/226747 [42:00<5:02:27, 10.97it/s][Batch 27600/226747] G_loss: 2.0374, D_loss: 0.1441
Epoch 1/5: 12%|█████▎ | 27801/226747 [42:18<5:02:18, 10.97it/s][Batch 27800/226747] G_loss: 2.1766, D_loss: 0.1924
Epoch 1/5: 12%|█████▎ | 28001/226747 [42:37<5:02:00, 10.97it/s][Batch 28000/226747] G_loss: 2.1379, D_loss: 0.1801
Epoch 1/5: 12%|█████▎ | 28201/226747 [42:55<5:01:41, 10.97it/s][Batch 28200/226747] G_loss: 2.5219, D_loss: 0.1368
Epoch 1/5: 13%|█████▍ | 28401/226747 [43:13<5:00:14, 11.01it/s][Batch 28400/226747] G_loss: 2.3035, D_loss: 0.1906
Epoch 1/5: 13%|█████▍ | 28601/226747 [43:31<5:00:41, 10.98it/s][Batch 28600/226747] G_loss: 2.4929, D_loss: 0.1114
Epoch 1/5: 13%|█████▍ | 28801/226747 [43:49<5:00:48, 10.97it/s][Batch 28800/226747] G_loss: 2.3268, D_loss: 0.1870
Epoch 1/5: 13%|█████▍ | 29001/226747 [44:08<5:00:50, 10.96it/s][Batch 29000/226747] G_loss: 2.4605, D_loss: 0.1486
Epoch 1/5: 13%|█████▌ | 29201/226747 [44:26<4:59:53, 10.98it/s][Batch 29200/226747] G_loss: 2.7507, D_loss: 0.1628
Epoch 1/5: 13%|█████▌ | 29401/226747 [44:44<4:59:03, 11.00it/s][Batch 29400/226747] G_loss: 2.5977, D_loss: 0.1461
Epoch 1/5: 13%|█████▌ | 29601/226747 [45:02<4:59:20, 10.98it/s][Batch 29600/226747] G_loss: 2.0737, D_loss: 0.1656
Epoch 1/5: 13%|█████▋ | 29801/226747 [45:20<4:59:20, 10.97it/s][Batch 29800/226747] G_loss: 2.2870, D_loss: 0.1837
Epoch 1/5: 13%|█████▋ | 30001/226747 [45:39<4:59:05, 10.96it/s][Batch 30000/226747] G_loss: 2.7288, D_loss: 0.0965
Epoch 1/5: 13%|█████▋ | 30201/226747 [45:57<4:58:29, 10.97it/s][Batch 30200/226747] G_loss: 2.3082, D_loss: 0.1623
Epoch 1/5: 13%|█████▊ | 30401/226747 [46:15<4:57:48, 10.99it/s][Batch 30400/226747] G_loss: 2.2610, D_loss: 0.1172
Epoch 1/5: 13%|█████▊ | 30601/226747 [46:33<4:57:39, 10.98it/s][Batch 30600/226747] G_loss: 2.2301, D_loss: 0.1542
Epoch 1/5: 14%|█████▊ | 30801/226747 [46:51<4:57:33, 10.98it/s][Batch 30800/226747] G_loss: 1.9733, D_loss: 0.1653
Epoch 1/5: 14%|█████▉ | 31001/226747 [47:10<4:57:26, 10.97it/s][Batch 31000/226747] G_loss: 2.1620, D_loss: 0.2339
Epoch 1/5: 14%|█████▉ | 31201/226747 [47:28<4:57:22, 10.96it/s][Batch 31200/226747] G_loss: 2.2950, D_loss: 0.1638
Epoch 1/5: 14%|█████▉ | 31401/226747 [47:46<4:56:42, 10.97it/s][Batch 31400/226747] G_loss: 2.2959, D_loss: 0.1346
Epoch 1/5: 14%|█████▉ | 31601/226747 [48:04<4:56:29, 10.97it/s][Batch 31600/226747] G_loss: 2.3156, D_loss: 0.1827
Epoch 1/5: 14%|██████ | 31801/226747 [48:22<4:56:18, 10.96it/s][Batch 31800/226747] G_loss: 2.4059, D_loss: 0.1285
Epoch 1/5: 14%|██████ | 32001/226747 [48:41<4:56:08, 10.96it/s][Batch 32000/226747] G_loss: 2.2869, D_loss: 0.2362
Epoch 1/5: 14%|██████ | 32201/226747 [48:59<4:55:25, 10.98it/s][Batch 32200/226747] G_loss: 2.1970, D_loss: 0.1536
Epoch 1/5: 14%|██████▏ | 32401/226747 [49:17<4:54:55, 10.98it/s][Batch 32400/226747] G_loss: 2.6360, D_loss: 0.1559
Epoch 1/5: 14%|██████▏ | 32601/226747 [49:35<4:54:38, 10.98it/s][Batch 32600/226747] G_loss: 2.3541, D_loss: 0.1539
Epoch 1/5: 14%|██████▏ | 32801/226747 [49:54<4:54:38, 10.97it/s][Batch 32800/226747] G_loss: 2.5729, D_loss: 0.1163
Epoch 1/5: 15%|██████▎ | 33001/226747 [50:12<4:54:18, 10.97it/s][Batch 33000/226747] G_loss: 2.4339, D_loss: 0.1813
Epoch 1/5: 15%|██████▎ | 33201/226747 [50:30<4:53:57, 10.97it/s][Batch 33200/226747] G_loss: 2.5126, D_loss: 0.1595
Epoch 1/5: 15%|██████▎ | 33401/226747 [50:48<4:53:54, 10.96it/s][Batch 33400/226747] G_loss: 2.2836, D_loss: 0.1493
Epoch 1/5: 15%|██████▎ | 33601/226747 [51:06<4:53:10, 10.98it/s][Batch 33600/226747] G_loss: 2.5317, D_loss: 0.1611
Epoch 1/5: 15%|██████▍ | 33801/226747 [51:25<4:53:01, 10.97it/s][Batch 33800/226747] G_loss: 2.0589, D_loss: 0.3342
Epoch 1/5: 15%|██████▍ | 34001/226747 [51:43<4:52:53, 10.97it/s][Batch 34000/226747] G_loss: 2.3002, D_loss: 0.1488
Epoch 1/5: 15%|██████▍ | 34201/226747 [52:01<4:52:50, 10.96it/s][Batch 34200/226747] G_loss: 2.2210, D_loss: 0.2579
Epoch 1/5: 15%|██████▌ | 34401/226747 [52:19<4:51:58, 10.98it/s][Batch 34400/226747] G_loss: 2.3547, D_loss: 0.1085
Epoch 1/5: 15%|██████▌ | 34601/226747 [52:37<4:50:47, 11.01it/s][Batch 34600/226747] G_loss: 2.4188, D_loss: 0.0741
Epoch 1/5: 15%|██████▌ | 34801/226747 [52:56<4:51:29, 10.98it/s][Batch 34800/226747] G_loss: 2.7068, D_loss: 0.1105
Epoch 1/5: 15%|██████▋ | 35001/226747 [53:14<4:50:51, 10.99it/s][Batch 35000/226747] G_loss: 2.3940, D_loss: 0.1439
Epoch 1/5: 16%|██████▋ | 35201/226747 [53:32<4:51:15, 10.96it/s][Batch 35200/226747] G_loss: 2.4006, D_loss: 0.1238
Epoch 1/5: 16%|██████▋ | 35401/226747 [53:50<4:54:18, 10.84it/s][Batch 35400/226747] G_loss: 2.3055, D_loss: 0.1199
Epoch 1/5: 16%|██████▊ | 35601/226747 [54:08<4:50:46, 10.96it/s][Batch 35600/226747] G_loss: 2.6438, D_loss: 0.1427
Epoch 1/5: 16%|██████▊ | 35801/226747 [54:27<4:50:23, 10.96it/s][Batch 35800/226747] G_loss: 2.2583, D_loss: 0.2114
Epoch 1/5: 16%|██████▊ | 36001/226747 [54:45<4:49:51, 10.97it/s][Batch 36000/226747] G_loss: 2.4282, D_loss: 0.1502
Epoch 1/5: 16%|██████▊ | 36201/226747 [55:03<4:48:47, 11.00it/s][Batch 36200/226747] G_loss: 2.1276, D_loss: 0.1350
Epoch 1/5: 16%|██████▉ | 36401/226747 [55:21<4:49:10, 10.97it/s][Batch 36400/226747] G_loss: 2.3059, D_loss: 0.1393
Epoch 1/5: 16%|██████▉ | 36601/226747 [55:40<4:49:33, 10.94it/s][Batch 36600/226747] G_loss: 2.3539, D_loss: 0.1495
Epoch 1/5: 16%|██████▉ | 36801/226747 [55:58<4:48:21, 10.98it/s][Batch 36800/226747] G_loss: 2.3398, D_loss: 0.1357
Epoch 1/5: 16%|███████ | 37001/226747 [56:16<4:48:18, 10.97it/s][Batch 37000/226747] G_loss: 2.4796, D_loss: 0.1224
Epoch 1/5: 16%|███████ | 37201/226747 [56:34<4:47:58, 10.97it/s][Batch 37200/226747] G_loss: 2.3167, D_loss: 0.1501
Epoch 1/5: 16%|███████ | 37401/226747 [56:52<4:47:17, 10.98it/s][Batch 37400/226747] G_loss: 2.3101, D_loss: 0.1111
Epoch 1/5: 17%|███████▏ | 37601/226747 [57:11<4:47:21, 10.97it/s][Batch 37600/226747] G_loss: 2.8203, D_loss: 0.1357
Epoch 1/5: 17%|███████▏ | 37801/226747 [57:29<4:47:01, 10.97it/s][Batch 37800/226747] G_loss: 2.5335, D_loss: 0.1837
Epoch 1/5: 17%|███████▏ | 38001/226747 [57:47<4:46:47, 10.97it/s][Batch 38000/226747] G_loss: 2.4697, D_loss: 0.0946
Epoch 1/5: 17%|███████▏ | 38201/226747 [58:05<4:46:31, 10.97it/s][Batch 38200/226747] G_loss: 2.4468, D_loss: 0.1172
Epoch 1/5: 17%|███████▎ | 38401/226747 [58:23<4:46:07, 10.97it/s][Batch 38400/226747] G_loss: 2.0175, D_loss: 0.2791
Epoch 1/5: 17%|███████▎ | 38601/226747 [58:42<4:45:40, 10.98it/s][Batch 38600/226747] G_loss: 2.3675, D_loss: 0.1454
Epoch 1/5: 17%|███████▎ | 38801/226747 [59:00<4:45:41, 10.96it/s][Batch 38800/226747] G_loss: 2.2999, D_loss: 0.1534
Epoch 1/5: 17%|███████▍ | 39001/226747 [59:18<4:44:48, 10.99it/s][Batch 39000/226747] G_loss: 2.2336, D_loss: 0.1392
Epoch 1/5: 17%|███████▍ | 39201/226747 [59:36<4:45:04, 10.96it/s][Batch 39200/226747] G_loss: 2.6712, D_loss: 0.1106
Epoch 1/5: 17%|███████▍ | 39401/226747 [59:54<4:44:37, 10.97it/s][Batch 39400/226747] G_loss: 2.1776, D_loss: 0.1483
Epoch 1/5: 17%|███████▏ | 39601/226747 [1:00:13<4:43:14, 11.01it/s][Batch 39600/226747] G_loss: 2.6670, D_loss: 0.1376
Epoch 1/5: 18%|███████▏ | 39801/226747 [1:00:31<4:43:53, 10.98it/s][Batch 39800/226747] G_loss: 2.5734, D_loss: 0.2006
Epoch 1/5: 18%|███████▏ | 40001/226747 [1:00:49<4:42:45, 11.01it/s][Batch 40000/226747] G_loss: 2.6533, D_loss: 0.1087
Epoch 1/5: 18%|███████▎ | 40201/226747 [1:01:07<4:43:40, 10.96it/s][Batch 40200/226747] G_loss: 2.5229, D_loss: 0.1261
Epoch 1/5: 18%|███████▎ | 40401/226747 [1:01:25<4:43:02, 10.97it/s][Batch 40400/226747] G_loss: 2.3803, D_loss: 0.1196
Epoch 1/5: 18%|███████▎ | 40601/226747 [1:01:44<4:43:00, 10.96it/s][Batch 40600/226747] G_loss: 2.1711, D_loss: 0.1350
Epoch 1/5: 18%|███████▍ | 40801/226747 [1:02:02<4:42:05, 10.99it/s][Batch 40800/226747] G_loss: 2.2008, D_loss: 0.2461
Epoch 1/5: 18%|███████▍ | 41001/226747 [1:02:20<4:42:05, 10.97it/s][Batch 41000/226747] G_loss: 2.5829, D_loss: 0.1651
Epoch 1/5: 18%|███████▍ | 41201/226747 [1:02:38<4:41:47, 10.97it/s][Batch 41200/226747] G_loss: 2.5684, D_loss: 0.1007
Epoch 1/5: 18%|███████▍ | 41401/226747 [1:02:56<4:41:15, 10.98it/s][Batch 41400/226747] G_loss: 2.8497, D_loss: 0.1281
Epoch 1/5: 18%|███████▌ | 41601/226747 [1:03:15<4:41:21, 10.97it/s][Batch 41600/226747] G_loss: 2.3242, D_loss: 0.1550
Epoch 1/5: 18%|███████▌ | 41801/226747 [1:03:33<4:41:04, 10.97it/s][Batch 41800/226747] G_loss: 2.6293, D_loss: 0.1412
Epoch 1/5: 19%|███████▌ | 42001/226747 [1:03:51<4:40:34, 10.97it/s][Batch 42000/226747] G_loss: 2.5170, D_loss: 0.0788
Epoch 1/5: 19%|███████▋ | 42201/226747 [1:04:09<4:39:30, 11.00it/s][Batch 42200/226747] G_loss: 2.1719, D_loss: 0.1106
Epoch 1/5: 19%|███████▋ | 42401/226747 [1:04:27<4:39:41, 10.98it/s][Batch 42400/226747] G_loss: 2.1998, D_loss: 0.1429
Epoch 1/5: 19%|███████▋ | 42601/226747 [1:04:45<4:39:49, 10.97it/s][Batch 42600/226747] G_loss: 2.4556, D_loss: 0.1040
Epoch 1/5: 19%|███████▋ | 42801/226747 [1:05:04<4:38:11, 11.02it/s][Batch 42800/226747] G_loss: 2.0504, D_loss: 0.1735
Epoch 1/5: 19%|███████▊ | 43001/226747 [1:05:22<4:39:04, 10.97it/s][Batch 43000/226747] G_loss: 2.2974, D_loss: 0.1446
Epoch 1/5: 19%|███████▊ | 43201/226747 [1:05:40<4:38:58, 10.97it/s][Batch 43200/226747] G_loss: 2.6127, D_loss: 0.1277
Epoch 1/5: 19%|███████▊ | 43401/226747 [1:05:58<4:38:30, 10.97it/s][Batch 43400/226747] G_loss: 2.4983, D_loss: 0.2646
Epoch 1/5: 19%|███████▉ | 43601/226747 [1:06:17<5:01:28, 10.12it/s][Batch 43600/226747] G_loss: 2.0781, D_loss: 0.1787
Epoch 1/5: 19%|███████▉ | 43801/226747 [1:06:35<4:36:35, 11.02it/s][Batch 43800/226747] G_loss: 2.2677, D_loss: 0.1525
Epoch 1/5: 19%|███████▉ | 44001/226747 [1:06:53<4:37:55, 10.96it/s][Batch 44000/226747] G_loss: 2.4323, D_loss: 0.1135
Epoch 1/5: 19%|███████▉ | 44201/226747 [1:07:11<4:37:24, 10.97it/s][Batch 44200/226747] G_loss: 2.5651, D_loss: 0.1114
Epoch 1/5: 20%|████████ | 44401/226747 [1:07:29<4:35:39, 11.02it/s][Batch 44400/226747] G_loss: 2.4698, D_loss: 0.1240
Epoch 1/5: 20%|████████ | 44601/226747 [1:07:47<4:36:23, 10.98it/s][Batch 44600/226747] G_loss: 2.2756, D_loss: 0.1214
Epoch 1/5: 20%|████████ | 44801/226747 [1:08:06<4:36:03, 10.98it/s][Batch 44800/226747] G_loss: 2.8247, D_loss: 0.1073
Epoch 1/5: 20%|████████▏ | 45001/226747 [1:08:24<4:35:47, 10.98it/s][Batch 45000/226747] G_loss: 2.4604, D_loss: 0.1126
Epoch 1/5: 20%|████████▏ | 45201/226747 [1:08:42<4:35:31, 10.98it/s][Batch 45200/226747] G_loss: 2.6225, D_loss: 0.1138
Epoch 1/5: 20%|████████▏ | 45401/226747 [1:09:00<4:35:21, 10.98it/s][Batch 45400/226747] G_loss: 2.2207, D_loss: 0.1127
Epoch 1/5: 20%|████████▏ | 45601/226747 [1:09:18<4:34:58, 10.98it/s][Batch 45600/226747] G_loss: 2.3629, D_loss: 0.1418
Epoch 1/5: 20%|████████▎ | 45801/226747 [1:09:37<4:34:49, 10.97it/s][Batch 45800/226747] G_loss: 2.1364, D_loss: 0.2059
Epoch 1/5: 20%|████████▎ | 46001/226747 [1:09:55<4:33:23, 11.02it/s][Batch 46000/226747] G_loss: 2.4217, D_loss: 0.1642
Epoch 1/5: 20%|████████▎ | 46201/226747 [1:10:13<4:33:14, 11.01it/s][Batch 46200/226747] G_loss: 2.2145, D_loss: 0.1360
Epoch 1/5: 20%|████████▍ | 46401/226747 [1:10:31<4:33:59, 10.97it/s][Batch 46400/226747] G_loss: 2.0097, D_loss: 0.2680
Epoch 1/5: 21%|████████▍ | 46601/226747 [1:10:49<4:32:30, 11.02it/s][Batch 46600/226747] G_loss: 2.5112, D_loss: 0.1022
Epoch 1/5: 21%|████████▍ | 46801/226747 [1:11:08<4:32:21, 11.01it/s][Batch 46800/226747] G_loss: 2.1107, D_loss: 0.1899
Epoch 1/5: 21%|████████▍ | 47001/226747 [1:11:26<4:32:52, 10.98it/s][Batch 47000/226747] G_loss: 2.3761, D_loss: 0.1531
Epoch 1/5: 21%|████████▌ | 47201/226747 [1:11:44<4:32:42, 10.97it/s][Batch 47200/226747] G_loss: 2.2497, D_loss: 0.1535
Epoch 1/5: 21%|████████▌ | 47401/226747 [1:12:02<4:32:20, 10.98it/s][Batch 47400/226747] G_loss: 2.3564, D_loss: 0.1088
Epoch 1/5: 21%|████████▌ | 47601/226747 [1:12:20<4:31:48, 10.98it/s][Batch 47600/226747] G_loss: 2.4395, D_loss: 0.0968
Epoch 1/5: 21%|████████▋ | 47801/226747 [1:12:39<4:30:48, 11.01it/s][Batch 47800/226747] G_loss: 2.4494, D_loss: 0.0944
Epoch 1/5: 21%|████████▋ | 48001/226747 [1:12:57<4:31:50, 10.96it/s][Batch 48000/226747] G_loss: 2.3280, D_loss: 0.1156
Epoch 1/5: 21%|████████▋ | 48201/226747 [1:13:15<4:31:14, 10.97it/s][Batch 48200/226747] G_loss: 2.3903, D_loss: 0.1066
Epoch 1/5: 21%|████████▊ | 48401/226747 [1:13:33<4:30:48, 10.98it/s][Batch 48400/226747] G_loss: 2.5371, D_loss: 0.1294
Epoch 1/5: 21%|████████▊ | 48601/226747 [1:13:51<4:30:27, 10.98it/s][Batch 48600/226747] G_loss: 2.7038, D_loss: 0.1101
Epoch 1/5: 22%|████████▊ | 48801/226747 [1:14:10<4:30:00, 10.98it/s][Batch 48800/226747] G_loss: 2.0403, D_loss: 0.1572
Epoch 1/5: 22%|████████▊ | 49001/226747 [1:14:28<4:30:13, 10.96it/s][Batch 49000/226747] G_loss: 2.4086, D_loss: 0.1034
Epoch 1/5: 22%|████████▉ | 49201/226747 [1:14:46<4:29:49, 10.97it/s][Batch 49200/226747] G_loss: 2.8811, D_loss: 0.1229
Epoch 1/5: 22%|████████▉ | 49401/226747 [1:15:04<4:28:34, 11.01it/s][Batch 49400/226747] G_loss: 2.5226, D_loss: 0.1318
Epoch 1/5: 22%|████████▉ | 49601/226747 [1:15:22<4:29:25, 10.96it/s][Batch 49600/226747] G_loss: 2.4557, D_loss: 0.1321
Epoch 1/5: 22%|█████████ | 49801/226747 [1:15:41<4:32:27, 10.82it/s][Batch 49800/226747] G_loss: 2.1244, D_loss: 0.1771
Epoch 1/5: 22%|█████████ | 50001/226747 [1:15:59<4:28:05, 10.99it/s][Batch 50000/226747] G_loss: 2.3079, D_loss: 0.1911
Epoch 1/5: 22%|█████████ | 50201/226747 [1:16:17<4:28:01, 10.98it/s][Batch 50200/226747] G_loss: 2.2796, D_loss: 0.0993
Epoch 1/5: 22%|█████████ | 50401/226747 [1:16:35<4:27:55, 10.97it/s][Batch 50400/226747] G_loss: 2.1616, D_loss: 0.1612
Epoch 1/5: 22%|█████████▏ | 50601/226747 [1:16:53<4:27:18, 10.98it/s][Batch 50600/226747] G_loss: 2.2177, D_loss: 0.1223
Epoch 1/5: 22%|█████████▏ | 50801/226747 [1:17:12<4:26:50, 10.99it/s][Batch 50800/226747] G_loss: 2.0318, D_loss: 0.1931
Epoch 1/5: 22%|█████████▏ | 51001/226747 [1:17:30<4:27:02, 10.97it/s][Batch 51000/226747] G_loss: 2.1468, D_loss: 0.1830
Epoch 1/5: 23%|█████████▎ | 51201/226747 [1:17:48<4:26:17, 10.99it/s][Batch 51200/226747] G_loss: 2.4832, D_loss: 0.1303
Epoch 1/5: 23%|█████████▎ | 51401/226747 [1:18:06<4:26:26, 10.97it/s][Batch 51400/226747] G_loss: 2.3962, D_loss: 0.1538
Epoch 1/5: 23%|█████████▎ | 51601/226747 [1:18:24<4:25:48, 10.98it/s][Batch 51600/226747] G_loss: 2.2565, D_loss: 0.1452
Epoch 1/5: 23%|█████████▎ | 51801/226747 [1:18:43<4:25:38, 10.98it/s][Batch 51800/226747] G_loss: 2.3478, D_loss: 0.1165
Epoch 1/5: 23%|█████████▍ | 52001/226747 [1:19:01<4:25:20, 10.98it/s][Batch 52000/226747] G_loss: 2.2156, D_loss: 0.2022
Epoch 1/5: 23%|█████████▍ | 52201/226747 [1:19:19<4:24:16, 11.01it/s][Batch 52200/226747] G_loss: 2.1704, D_loss: 0.2076
Epoch 1/5: 23%|█████████▍ | 52401/226747 [1:19:37<4:24:32, 10.98it/s][Batch 52400/226747] G_loss: 2.3412, D_loss: 0.1616
Epoch 1/5: 23%|█████████▌ | 52601/226747 [1:19:55<4:23:26, 11.02it/s][Batch 52600/226747] G_loss: 2.0868, D_loss: 0.1674
Epoch 1/5: 23%|█████████▌ | 52801/226747 [1:20:14<4:24:13, 10.97it/s][Batch 52800/226747] G_loss: 2.1716, D_loss: 0.1787
Epoch 1/5: 23%|█████████▌ | 53001/226747 [1:20:32<4:23:49, 10.98it/s][Batch 53000/226747] G_loss: 2.0546, D_loss: 0.1614
Epoch 1/5: 23%|█████████▌ | 53201/226747 [1:20:50<4:23:58, 10.96it/s][Batch 53200/226747] G_loss: 2.2860, D_loss: 0.0999
Epoch 1/5: 24%|█████████▋ | 53401/226747 [1:21:08<4:23:23, 10.97it/s][Batch 53400/226747] G_loss: 2.2315, D_loss: 0.1990
Epoch 1/5: 24%|█████████▋ | 53601/226747 [1:21:26<4:23:15, 10.96it/s][Batch 53600/226747] G_loss: 2.5858, D_loss: 0.0856
Epoch 1/5: 24%|█████████▋ | 53801/226747 [1:21:45<4:22:45, 10.97it/s][Batch 53800/226747] G_loss: 2.2490, D_loss: 0.1085
Epoch 1/5: 24%|█████████▊ | 54001/226747 [1:22:03<4:22:20, 10.97it/s][Batch 54000/226747] G_loss: 2.3094, D_loss: 0.2075
Epoch 1/5: 24%|█████████▊ | 54201/226747 [1:22:21<4:21:50, 10.98it/s][Batch 54200/226747] G_loss: 2.6564, D_loss: 0.0954
Epoch 1/5: 24%|█████████▊ | 54401/226747 [1:22:39<4:22:39, 10.94it/s][Batch 54400/226747] G_loss: 2.2809, D_loss: 0.1230
Epoch 1/5: 24%|█████████▊ | 54601/226747 [1:22:57<4:21:56, 10.95it/s][Batch 54600/226747] G_loss: 2.3836, D_loss: 0.0941
Epoch 1/5: 24%|█████████▉ | 54801/226747 [1:23:16<4:20:33, 11.00it/s][Batch 54800/226747] G_loss: 2.0538, D_loss: 0.1649
Epoch 1/5: 24%|█████████▉ | 55001/226747 [1:23:34<4:21:02, 10.97it/s][Batch 55000/226747] G_loss: 2.2938, D_loss: 0.1437
Epoch 1/5: 24%|█████████▉ | 55201/226747 [1:23:52<4:19:59, 11.00it/s][Batch 55200/226747] G_loss: 2.2263, D_loss: 0.1042
Epoch 1/5: 24%|██████████ | 55401/226747 [1:24:10<4:20:07, 10.98it/s][Batch 55400/226747] G_loss: 2.2047, D_loss: 0.1273
Epoch 1/5: 25%|██████████ | 55601/226747 [1:24:28<4:19:54, 10.97it/s][Batch 55600/226747] G_loss: 2.4901, D_loss: 0.0937
Epoch 1/5: 25%|██████████ | 55801/226747 [1:24:47<4:19:36, 10.97it/s][Batch 55800/226747] G_loss: 2.3461, D_loss: 0.1126
Epoch 1/5: 25%|██████████▏ | 56001/226747 [1:25:05<4:18:17, 11.02it/s][Batch 56000/226747] G_loss: 2.4615, D_loss: 0.2037
Epoch 1/5: 25%|██████████▏ | 56201/226747 [1:25:23<4:18:30, 11.00it/s][Batch 56200/226747] G_loss: 2.5404, D_loss: 0.1035
Epoch 1/5: 25%|██████████▏ | 56401/226747 [1:25:41<4:18:32, 10.98it/s][Batch 56400/226747] G_loss: 2.6924, D_loss: 0.1756
Epoch 1/5: 25%|██████████▏ | 56601/226747 [1:25:59<4:17:15, 11.02it/s][Batch 56600/226747] G_loss: 2.2387, D_loss: 0.1115
Epoch 1/5: 25%|██████████▎ | 56801/226747 [1:26:18<4:17:45, 10.99it/s][Batch 56800/226747] G_loss: 2.2908, D_loss: 0.1407
Epoch 1/5: 25%|██████████▎ | 57001/226747 [1:26:36<4:17:32, 10.99it/s][Batch 57000/226747] G_loss: 2.3251, D_loss: 0.1285
Epoch 1/5: 25%|██████████▎ | 57201/226747 [1:26:54<4:17:51, 10.96it/s][Batch 57200/226747] G_loss: 2.3485, D_loss: 0.1140
Epoch 1/5: 25%|██████████▍ | 57401/226747 [1:27:12<4:17:26, 10.96it/s][Batch 57400/226747] G_loss: 2.1966, D_loss: 0.1540
Epoch 1/5: 25%|██████████▍ | 57601/226747 [1:27:30<4:16:20, 11.00it/s][Batch 57600/226747] G_loss: 2.3205, D_loss: 0.1342
Epoch 1/5: 25%|██████████▍ | 57801/226747 [1:27:48<4:16:25, 10.98it/s][Batch 57800/226747] G_loss: 2.6465, D_loss: 0.0859
Epoch 1/5: 26%|██████████▍ | 58001/226747 [1:28:07<4:16:54, 10.95it/s][Batch 58000/226747] G_loss: 2.5670, D_loss: 0.1115
Epoch 1/5: 26%|██████████▌ | 58201/226747 [1:28:25<4:16:07, 10.97it/s][Batch 58200/226747] G_loss: 2.4522, D_loss: 0.1174
Epoch 1/5: 26%|██████████▌ | 58401/226747 [1:28:43<4:15:03, 11.00it/s][Batch 58400/226747] G_loss: 2.5931, D_loss: 0.0686
Epoch 1/5: 26%|██████████▌ | 58601/226747 [1:29:01<4:15:42, 10.96it/s][Batch 58600/226747] G_loss: 2.2307, D_loss: 0.1663
Epoch 1/5: 26%|██████████▋ | 58801/226747 [1:29:20<4:14:56, 10.98it/s][Batch 58800/226747] G_loss: 2.1589, D_loss: 0.1142
Epoch 1/5: 26%|██████████▋ | 59001/226747 [1:29:38<4:14:19, 10.99it/s][Batch 59000/226747] G_loss: 2.5272, D_loss: 0.0899
Epoch 1/5: 26%|██████████▋ | 59201/226747 [1:29:56<4:14:15, 10.98it/s][Batch 59200/226747] G_loss: 2.1895, D_loss: 0.1906
Epoch 1/5: 26%|██████████▋ | 59401/226747 [1:30:14<4:13:13, 11.01it/s][Batch 59400/226747] G_loss: 2.3257, D_loss: 0.0796
Epoch 1/5: 26%|██████████▊ | 59601/226747 [1:30:32<4:13:41, 10.98it/s][Batch 59600/226747] G_loss: 2.2449, D_loss: 0.1282
Epoch 1/5: 26%|██████████▊ | 59801/226747 [1:30:50<4:13:22, 10.98it/s][Batch 59800/226747] G_loss: 2.4119, D_loss: 0.1029
Epoch 1/5: 26%|██████████▊ | 60001/226747 [1:31:09<4:12:14, 11.02it/s][Batch 60000/226747] G_loss: 2.1516, D_loss: 0.0923
Epoch 1/5: 27%|██████████▉ | 60201/226747 [1:31:27<4:11:46, 11.02it/s][Batch 60200/226747] G_loss: 2.4723, D_loss: 0.0970
Epoch 1/5: 27%|██████████▉ | 60401/226747 [1:31:45<4:13:01, 10.96it/s][Batch 60400/226747] G_loss: 2.4643, D_loss: 0.0964
Epoch 1/5: 27%|██████████▉ | 60601/226747 [1:32:03<4:11:41, 11.00it/s][Batch 60600/226747] G_loss: 2.0680, D_loss: 0.2637
Epoch 1/5: 27%|██████████▉ | 60801/226747 [1:32:21<4:12:21, 10.96it/s][Batch 60800/226747] G_loss: 2.1587, D_loss: 0.1304
Epoch 1/5: 27%|███████████ | 61001/226747 [1:32:40<4:10:45, 11.02it/s][Batch 61000/226747] G_loss: 2.1997, D_loss: 0.2567
Epoch 1/5: 27%|███████████ | 61201/226747 [1:32:58<4:10:25, 11.02it/s][Batch 61200/226747] G_loss: 2.2877, D_loss: 0.0716
Epoch 1/5: 27%|███████████ | 61401/226747 [1:33:16<4:10:16, 11.01it/s][Batch 61400/226747] G_loss: 2.3245, D_loss: 0.1394
Epoch 1/5: 27%|███████████▏ | 61601/226747 [1:33:34<4:10:14, 11.00it/s][Batch 61600/226747] G_loss: 2.4104, D_loss: 0.1402
Epoch 1/5: 27%|███████████▏ | 61801/226747 [1:33:52<4:11:00, 10.95it/s][Batch 61800/226747] G_loss: 2.4988, D_loss: 0.0846
Epoch 1/5: 27%|███████████▏ | 62001/226747 [1:34:11<4:09:22, 11.01it/s][Batch 62000/226747] G_loss: 2.2903, D_loss: 0.1861
Epoch 1/5: 27%|███████████▏ | 62201/226747 [1:34:29<4:10:04, 10.97it/s][Batch 62200/226747] G_loss: 2.2376, D_loss: 0.1874
Epoch 1/5: 28%|███████████▎ | 62401/226747 [1:34:47<4:09:21, 10.98it/s][Batch 62400/226747] G_loss: 2.4116, D_loss: 0.1098
Epoch 1/5: 28%|███████████▎ | 62601/226747 [1:35:05<4:09:36, 10.96it/s][Batch 62600/226747] G_loss: 2.1817, D_loss: 0.1360
Epoch 1/5: 28%|███████████▎ | 62801/226747 [1:35:23<4:09:21, 10.96it/s][Batch 62800/226747] G_loss: 2.3716, D_loss: 0.1719
Epoch 1/5: 28%|███████████▍ | 63001/226747 [1:35:42<4:07:56, 11.01it/s][Batch 63000/226747] G_loss: 2.9515, D_loss: 0.0670
Epoch 1/5: 28%|███████████▍ | 63201/226747 [1:36:00<4:08:54, 10.95it/s][Batch 63200/226747] G_loss: 2.1421, D_loss: 0.0894
Epoch 1/5: 28%|███████████▍ | 63401/226747 [1:36:18<4:07:56, 10.98it/s][Batch 63400/226747] G_loss: 2.3490, D_loss: 0.1527
Epoch 1/5: 28%|███████████▌ | 63601/226747 [1:36:36<4:07:08, 11.00it/s][Batch 63600/226747] G_loss: 2.3129, D_loss: 0.0754
Epoch 1/5: 28%|███████████▌ | 63801/226747 [1:36:54<4:07:40, 10.96it/s][Batch 63800/226747] G_loss: 2.2950, D_loss: 0.1306
Epoch 1/5: 28%|███████████▌ | 64001/226747 [1:37:13<4:07:20, 10.97it/s][Batch 64000/226747] G_loss: 2.3086, D_loss: 0.0824
Epoch 1/5: 28%|███████████▌ | 64201/226747 [1:37:31<4:06:37, 10.98it/s][Batch 64200/226747] G_loss: 2.9812, D_loss: 0.0577
Epoch 1/5: 28%|███████████▋ | 64401/226747 [1:37:49<4:06:20, 10.98it/s][Batch 64400/226747] G_loss: 2.2572, D_loss: 0.1066
Epoch 1/5: 28%|███████████▋ | 64601/226747 [1:38:07<4:05:29, 11.01it/s][Batch 64600/226747] G_loss: 2.5462, D_loss: 0.0698
Epoch 1/5: 29%|███████████▋ | 64801/226747 [1:38:25<4:06:00, 10.97it/s][Batch 64800/226747] G_loss: 2.4699, D_loss: 0.0868
Epoch 1/5: 29%|███████████▊ | 65001/226747 [1:38:44<4:05:47, 10.97it/s][Batch 65000/226747] G_loss: 2.3669, D_loss: 0.0745
Epoch 1/5: 29%|███████████▊ | 65201/226747 [1:39:02<4:05:37, 10.96it/s][Batch 65200/226747] G_loss: 2.5285, D_loss: 0.1347
Epoch 1/5: 29%|███████████▊ | 65401/226747 [1:39:20<4:05:20, 10.96it/s][Batch 65400/226747] G_loss: 2.2498, D_loss: 0.1112
Epoch 1/5: 29%|███████████▊ | 65601/226747 [1:39:38<4:04:56, 10.97it/s][Batch 65600/226747] G_loss: 2.3665, D_loss: 0.1401
Epoch 1/5: 29%|███████████▉ | 65801/226747 [1:39:56<4:03:31, 11.02it/s][Batch 65800/226747] G_loss: 2.5312, D_loss: 0.0659
Epoch 1/5: 29%|███████████▉ | 66001/226747 [1:40:15<4:03:58, 10.98it/s][Batch 66000/226747] G_loss: 2.1065, D_loss: 0.1631
Epoch 1/5: 29%|███████████▉ | 66201/226747 [1:40:33<4:03:58, 10.97it/s][Batch 66200/226747] G_loss: 2.2105, D_loss: 0.1366
Epoch 1/5: 29%|████████████ | 66401/226747 [1:40:51<4:03:24, 10.98it/s][Batch 66400/226747] G_loss: 2.2555, D_loss: 0.1044
Epoch 1/5: 29%|████████████ | 66601/226747 [1:41:09<4:02:56, 10.99it/s][Batch 66600/226747] G_loss: 2.2276, D_loss: 0.1093
Epoch 1/5: 29%|████████████ | 66801/226747 [1:41:27<4:02:05, 11.01it/s][Batch 66800/226747] G_loss: 2.4972, D_loss: 0.0658
Epoch 1/5: 30%|████████████ | 67001/226747 [1:41:46<4:01:50, 11.01it/s][Batch 67000/226747] G_loss: 2.5079, D_loss: 0.1151
Epoch 1/5: 30%|████████████▏ | 67201/226747 [1:42:04<4:02:08, 10.98it/s][Batch 67200/226747] G_loss: 2.2611, D_loss: 0.1013
Epoch 1/5: 30%|████████████▏ | 67401/226747 [1:42:22<4:01:09, 11.01it/s][Batch 67400/226747] G_loss: 2.2728, D_loss: 0.0978
Epoch 1/5: 30%|████████████▏ | 67601/226747 [1:42:40<4:02:00, 10.96it/s][Batch 67600/226747] G_loss: 2.2860, D_loss: 0.1252
Epoch 1/5: 30%|████████████▎ | 67801/226747 [1:42:58<4:01:11, 10.98it/s][Batch 67800/226747] G_loss: 2.4143, D_loss: 0.1217
Epoch 1/5: 30%|████████████▎ | 68001/226747 [1:43:17<4:00:09, 11.02it/s][Batch 68000/226747] G_loss: 2.3029, D_loss: 0.1368
Epoch 1/5: 30%|████████████▎ | 68201/226747 [1:43:35<4:00:42, 10.98it/s][Batch 68200/226747] G_loss: 2.4483, D_loss: 0.0757
Epoch 1/5: 30%|████████████▎ | 68401/226747 [1:43:53<4:00:41, 10.96it/s][Batch 68400/226747] G_loss: 2.6764, D_loss: 0.1002
Epoch 1/5: 30%|████████████▍ | 68601/226747 [1:44:11<4:00:30, 10.96it/s][Batch 68600/226747] G_loss: 2.0302, D_loss: 0.1194
Epoch 1/5: 30%|████████████▍ | 68801/226747 [1:44:29<3:59:59, 10.97it/s][Batch 68800/226747] G_loss: 2.4107, D_loss: 0.0876
Epoch 1/5: 30%|████████████▍ | 69001/226747 [1:44:47<3:59:27, 10.98it/s][Batch 69000/226747] G_loss: 2.0367, D_loss: 0.1609
Epoch 1/5: 31%|████████████▌ | 69201/226747 [1:45:06<3:59:01, 10.99it/s][Batch 69200/226747] G_loss: 2.3708, D_loss: 0.0858
Epoch 1/5: 31%|████████████▌ | 69401/226747 [1:45:24<3:58:22, 11.00it/s][Batch 69400/226747] G_loss: 2.2354, D_loss: 0.1457
Epoch 1/5: 31%|████████████▌ | 69601/226747 [1:45:42<3:58:45, 10.97it/s][Batch 69600/226747] G_loss: 2.3250, D_loss: 0.0895
Epoch 1/5: 31%|████████████▌ | 69801/226747 [1:46:00<3:58:20, 10.97it/s][Batch 69800/226747] G_loss: 2.2239, D_loss: 0.1249
Epoch 1/5: 31%|████████████▋ | 70001/226747 [1:46:18<3:57:43, 10.99it/s][Batch 70000/226747] G_loss: 2.2783, D_loss: 0.1215
Epoch 1/5: 31%|████████████▋ | 70201/226747 [1:46:37<3:57:47, 10.97it/s][Batch 70200/226747] G_loss: 2.5491, D_loss: 0.1626
Epoch 1/5: 31%|████████████▋ | 70401/226747 [1:46:55<3:57:27, 10.97it/s][Batch 70400/226747] G_loss: 1.9657, D_loss: 0.1477
Epoch 1/5: 31%|████████████▊ | 70601/226747 [1:47:13<3:56:16, 11.01it/s][Batch 70600/226747] G_loss: 2.2101, D_loss: 0.1147
Epoch 1/5: 31%|████████████▊ | 70801/226747 [1:47:31<3:56:50, 10.97it/s][Batch 70800/226747] G_loss: 2.4830, D_loss: 0.0988
Epoch 1/5: 31%|████████████▊ | 71001/226747 [1:47:49<3:56:56, 10.96it/s][Batch 71000/226747] G_loss: 2.5567, D_loss: 0.0600
Epoch 1/5: 31%|████████████▊ | 71201/226747 [1:48:08<3:56:18, 10.97it/s][Batch 71200/226747] G_loss: 2.3453, D_loss: 0.0879
Epoch 1/5: 31%|████████████▉ | 71401/226747 [1:48:26<3:56:08, 10.96it/s][Batch 71400/226747] G_loss: 2.3432, D_loss: 0.0508
Epoch 1/5: 32%|████████████▉ | 71601/226747 [1:48:44<3:55:45, 10.97it/s][Batch 71600/226747] G_loss: 2.1788, D_loss: 0.1313
Epoch 1/5: 32%|████████████▉ | 71801/226747 [1:49:02<3:55:25, 10.97it/s][Batch 71800/226747] G_loss: 2.1357, D_loss: 0.1407
Epoch 1/5: 32%|█████████████ | 72001/226747 [1:49:20<3:54:45, 10.99it/s][Batch 72000/226747] G_loss: 2.1583, D_loss: 0.0643
Epoch 1/5: 32%|█████████████ | 72201/226747 [1:49:39<3:54:51, 10.97it/s][Batch 72200/226747] G_loss: 2.2585, D_loss: 0.0922
Epoch 1/5: 32%|█████████████ | 72401/226747 [1:49:57<3:54:17, 10.98it/s][Batch 72400/226747] G_loss: 2.5013, D_loss: 0.1252
Epoch 1/5: 32%|█████████████▏ | 72601/226747 [1:50:15<3:53:16, 11.01it/s][Batch 72600/226747] G_loss: 2.1531, D_loss: 0.0784
Epoch 1/5: 32%|█████████████▏ | 72801/226747 [1:50:33<3:53:50, 10.97it/s][Batch 72800/226747] G_loss: 2.2446, D_loss: 0.1080
Epoch 1/5: 32%|█████████████▏ | 73001/226747 [1:50:51<3:53:27, 10.98it/s][Batch 73000/226747] G_loss: 2.3342, D_loss: 0.1158
Epoch 1/5: 32%|█████████████▏ | 73201/226747 [1:51:10<3:52:20, 11.01it/s][Batch 73200/226747] G_loss: 2.5192, D_loss: 0.0931
Epoch 1/5: 32%|█████████████▎ | 73401/226747 [1:51:28<3:52:40, 10.98it/s][Batch 73400/226747] G_loss: 2.2638, D_loss: 0.1410
Epoch 1/5: 32%|█████████████▎ | 73601/226747 [1:51:46<3:51:56, 11.00it/s][Batch 73600/226747] G_loss: 2.1331, D_loss: 0.1235
Epoch 1/5: 33%|█████████████▎ | 73801/226747 [1:52:04<3:52:32, 10.96it/s][Batch 73800/226747] G_loss: 2.3987, D_loss: 0.0930
Epoch 1/5: 33%|█████████████▍ | 74001/226747 [1:52:22<3:51:23, 11.00it/s][Batch 74000/226747] G_loss: 2.2491, D_loss: 0.1312
Epoch 1/5: 33%|█████████████▍ | 74201/226747 [1:52:41<3:51:30, 10.98it/s][Batch 74200/226747] G_loss: 2.2528, D_loss: 0.1192
Epoch 1/5: 33%|█████████████▍ | 74401/226747 [1:52:59<3:51:27, 10.97it/s][Batch 74400/226747] G_loss: 2.6756, D_loss: 0.0909
Epoch 1/5: 33%|█████████████▍ | 74601/226747 [1:53:17<3:50:32, 11.00it/s][Batch 74600/226747] G_loss: 2.2915, D_loss: 0.1114
Epoch 1/5: 33%|█████████████▌ | 74801/226747 [1:53:35<3:51:01, 10.96it/s][Batch 74800/226747] G_loss: 2.3731, D_loss: 0.1147
Epoch 1/5: 33%|█████████████▌ | 75001/226747 [1:53:53<3:50:45, 10.96it/s][Batch 75000/226747] G_loss: 2.7557, D_loss: 0.1207
Epoch 1/5: 33%|█████████████▌ | 75201/226747 [1:54:12<3:50:39, 10.95it/s][Batch 75200/226747] G_loss: 2.1726, D_loss: 0.1042
Epoch 1/5: 33%|█████████████▋ | 75401/226747 [1:54:30<3:49:47, 10.98it/s][Batch 75400/226747] G_loss: 2.1395, D_loss: 0.1335
Epoch 1/5: 33%|█████████████▋ | 75601/226747 [1:54:48<3:49:19, 10.99it/s][Batch 75600/226747] G_loss: 2.4126, D_loss: 0.0575
Epoch 1/5: 33%|█████████████▋ | 75801/226747 [1:55:06<3:49:30, 10.96it/s][Batch 75800/226747] G_loss: 2.1728, D_loss: 0.1027
Epoch 1/5: 34%|█████████████▋ | 76001/226747 [1:55:24<3:48:27, 11.00it/s][Batch 76000/226747] G_loss: 2.2599, D_loss: 0.1284
Epoch 1/5: 34%|█████████████▊ | 76201/226747 [1:55:43<3:49:10, 10.95it/s][Batch 76200/226747] G_loss: 2.3822, D_loss: 0.0942
Epoch 1/5: 34%|█████████████▊ | 76401/226747 [1:56:01<3:48:32, 10.96it/s][Batch 76400/226747] G_loss: 2.4609, D_loss: 0.1179
Epoch 1/5: 34%|█████████████▊ | 76601/226747 [1:56:19<3:47:56, 10.98it/s][Batch 76600/226747] G_loss: 2.2270, D_loss: 0.0979
Epoch 1/5: 34%|█████████████▉ | 76801/226747 [1:56:37<3:47:19, 10.99it/s][Batch 76800/226747] G_loss: 2.3264, D_loss: 0.1090
Epoch 1/5: 34%|█████████████▉ | 77001/226747 [1:56:55<3:47:14, 10.98it/s][Batch 77000/226747] G_loss: 2.2469, D_loss: 0.0828
Epoch 1/5: 34%|█████████████▉ | 77201/226747 [1:57:14<3:47:26, 10.96it/s][Batch 77200/226747] G_loss: 2.2179, D_loss: 0.0940
Epoch 1/5: 34%|█████████████▉ | 77401/226747 [1:57:32<3:46:49, 10.97it/s][Batch 77400/226747] G_loss: 2.3826, D_loss: 0.1002
Epoch 1/5: 34%|██████████████ | 77601/226747 [1:57:50<3:46:43, 10.96it/s][Batch 77600/226747] G_loss: 2.4222, D_loss: 0.0957
Epoch 1/5: 34%|██████████████ | 77801/226747 [1:58:08<3:45:20, 11.02it/s][Batch 77800/226747] G_loss: 2.5679, D_loss: 0.0716
Epoch 1/5: 34%|██████████████ | 78001/226747 [1:58:26<3:45:44, 10.98it/s][Batch 78000/226747] G_loss: 2.1940, D_loss: 0.0891
Epoch 1/5: 34%|██████████████▏ | 78201/226747 [1:58:45<3:45:15, 10.99it/s][Batch 78200/226747] G_loss: 2.3865, D_loss: 0.0700
Epoch 1/5: 35%|██████████████▏ | 78401/226747 [1:59:03<3:45:27, 10.97it/s][Batch 78400/226747] G_loss: 2.7698, D_loss: 0.1056
Epoch 1/5: 35%|██████████████▏ | 78601/226747 [1:59:21<3:44:30, 11.00it/s][Batch 78600/226747] G_loss: 2.4097, D_loss: 0.0907
Epoch 1/5: 35%|██████████████▏ | 78801/226747 [1:59:39<3:44:55, 10.96it/s][Batch 78800/226747] G_loss: 2.1198, D_loss: 0.1477
Epoch 1/5: 35%|██████████████▎ | 79001/226747 [1:59:57<3:44:28, 10.97it/s][Batch 79000/226747] G_loss: 2.3102, D_loss: 0.0999
Epoch 1/5: 35%|██████████████▎ | 79201/226747 [2:00:16<3:43:41, 10.99it/s][Batch 79200/226747] G_loss: 2.4881, D_loss: 0.0764
Epoch 1/5: 35%|██████████████▎ | 79401/226747 [2:00:34<3:44:01, 10.96it/s][Batch 79400/226747] G_loss: 2.2549, D_loss: 0.0901
Epoch 1/5: 35%|██████████████▍ | 79601/226747 [2:00:52<3:43:26, 10.98it/s][Batch 79600/226747] G_loss: 2.4240, D_loss: 0.0828
Epoch 1/5: 35%|██████████████▍ | 79801/226747 [2:01:10<3:42:51, 10.99it/s][Batch 79800/226747] G_loss: 2.2547, D_loss: 0.0786
Epoch 1/5: 35%|██████████████▍ | 80001/226747 [2:01:28<3:42:54, 10.97it/s][Batch 80000/226747] G_loss: 2.4768, D_loss: 0.1353
Epoch 1/5: 35%|██████████████▌ | 80201/226747 [2:01:47<3:42:58, 10.95it/s][Batch 80200/226747] G_loss: 2.3429, D_loss: 0.2281
Epoch 1/5: 35%|██████████████▌ | 80401/226747 [2:02:05<3:42:15, 10.97it/s][Batch 80400/226747] G_loss: 2.1756, D_loss: 0.1046
Epoch 1/5: 36%|██████████████▌ | 80601/226747 [2:02:23<3:42:01, 10.97it/s][Batch 80600/226747] G_loss: 2.2764, D_loss: 0.1181
Epoch 1/5: 36%|██████████████▌ | 80801/226747 [2:02:41<3:41:49, 10.97it/s][Batch 80800/226747] G_loss: 2.3688, D_loss: 0.0896
Epoch 1/5: 36%|██████████████▋ | 81001/226747 [2:03:00<3:41:07, 10.99it/s][Batch 81000/226747] G_loss: 2.1331, D_loss: 0.0989
Epoch 1/5: 36%|██████████████▋ | 81201/226747 [2:03:18<3:40:54, 10.98it/s][Batch 81200/226747] G_loss: 2.2520, D_loss: 0.1174
Epoch 1/5: 36%|██████████████▋ | 81401/226747 [2:03:36<3:40:59, 10.96it/s][Batch 81400/226747] G_loss: 2.2783, D_loss: 0.0893
Epoch 1/5: 36%|██████████████▊ | 81601/226747 [2:03:54<3:39:57, 11.00it/s][Batch 81600/226747] G_loss: 2.0907, D_loss: 0.1407
Epoch 1/5: 36%|██████████████▊ | 81801/226747 [2:04:12<3:39:26, 11.01it/s][Batch 81800/226747] G_loss: 2.1687, D_loss: 0.1084
Epoch 1/5: 36%|██████████████▊ | 82001/226747 [2:04:31<3:39:52, 10.97it/s][Batch 82000/226747] G_loss: 2.5802, D_loss: 0.0782
Epoch 1/5: 36%|██████████████▊ | 82201/226747 [2:04:49<3:39:36, 10.97it/s][Batch 82200/226747] G_loss: 2.4386, D_loss: 0.0738
Epoch 1/5: 36%|██████████████▉ | 82401/226747 [2:05:07<3:38:55, 10.99it/s][Batch 82400/226747] G_loss: 2.4087, D_loss: 0.1161
Epoch 1/5: 36%|██████████████▉ | 82601/226747 [2:05:25<3:38:21, 11.00it/s][Batch 82600/226747] G_loss: 2.3413, D_loss: 0.1088
Epoch 1/5: 37%|██████████████▉ | 82801/226747 [2:05:43<3:39:21, 10.94it/s][Batch 82800/226747] G_loss: 2.3918, D_loss: 0.1215
Epoch 1/5: 37%|███████████████ | 83001/226747 [2:06:01<3:38:10, 10.98it/s][Batch 83000/226747] G_loss: 2.4452, D_loss: 0.0610
Epoch 1/5: 37%|███████████████ | 83201/226747 [2:06:20<3:38:07, 10.97it/s][Batch 83200/226747] G_loss: 2.1352, D_loss: 0.1110
Epoch 1/5: 37%|███████████████ | 83401/226747 [2:06:38<3:37:51, 10.97it/s][Batch 83400/226747] G_loss: 2.3500, D_loss: 0.0762
Epoch 1/5: 37%|███████████████ | 83601/226747 [2:06:56<3:37:25, 10.97it/s][Batch 83600/226747] G_loss: 2.2595, D_loss: 0.1381
Epoch 1/5: 37%|███████████████▏ | 83801/226747 [2:07:14<3:37:05, 10.97it/s][Batch 83800/226747] G_loss: 2.3299, D_loss: 0.1034
Epoch 1/5: 37%|███████████████▏ | 84001/226747 [2:07:33<3:36:40, 10.98it/s][Batch 84000/226747] G_loss: 2.3906, D_loss: 0.1073
Epoch 1/5: 37%|███████████████▏ | 84201/226747 [2:07:51<3:36:37, 10.97it/s][Batch 84200/226747] G_loss: 2.4589, D_loss: 0.0844
Epoch 1/5: 37%|███████████████▎ | 84401/226747 [2:08:09<3:35:16, 11.02it/s][Batch 84400/226747] G_loss: 2.2442, D_loss: 0.0895
Epoch 1/5: 37%|███████████████▎ | 84601/226747 [2:08:27<3:36:00, 10.97it/s][Batch 84600/226747] G_loss: 2.3141, D_loss: 0.1290
Epoch 1/5: 37%|███████████████▎ | 84801/226747 [2:08:45<3:35:25, 10.98it/s][Batch 84800/226747] G_loss: 2.3853, D_loss: 0.0922
Epoch 1/5: 37%|███████████████▎ | 85001/226747 [2:09:03<3:34:26, 11.02it/s][Batch 85000/226747] G_loss: 2.1186, D_loss: 0.1531
Epoch 1/5: 38%|███████████████▍ | 85201/226747 [2:09:22<3:34:15, 11.01it/s][Batch 85200/226747] G_loss: 2.6797, D_loss: 0.0598
Epoch 1/5: 38%|███████████████▍ | 85401/226747 [2:09:40<3:34:39, 10.97it/s][Batch 85400/226747] G_loss: 2.2262, D_loss: 0.1072
Epoch 1/5: 38%|███████████████▍ | 85601/226747 [2:09:58<3:34:19, 10.98it/s][Batch 85600/226747] G_loss: 2.1803, D_loss: 0.1165
Epoch 1/5: 38%|███████████████▌ | 85801/226747 [2:10:16<3:33:52, 10.98it/s][Batch 85800/226747] G_loss: 2.3424, D_loss: 0.0928
Epoch 1/5: 38%|███████████████▌ | 86001/226747 [2:10:34<3:33:48, 10.97it/s][Batch 86000/226747] G_loss: 2.3417, D_loss: 0.0753
Epoch 1/5: 38%|███████████████▌ | 86201/226747 [2:10:53<3:33:27, 10.97it/s][Batch 86200/226747] G_loss: 2.3884, D_loss: 0.0738
Epoch 1/5: 38%|███████████████▌ | 86401/226747 [2:11:11<3:33:14, 10.97it/s][Batch 86400/226747] G_loss: 2.2672, D_loss: 0.0858
Epoch 1/5: 38%|███████████████▋ | 86601/226747 [2:11:29<3:33:02, 10.96it/s][Batch 86600/226747] G_loss: 2.5217, D_loss: 0.0951
Epoch 1/5: 38%|███████████████▋ | 86801/226747 [2:11:47<3:32:35, 10.97it/s][Batch 86800/226747] G_loss: 2.1600, D_loss: 0.0962
Epoch 1/5: 38%|███████████████▋ | 87001/226747 [2:12:05<3:32:30, 10.96it/s][Batch 87000/226747] G_loss: 2.4476, D_loss: 0.0644
Epoch 1/5: 38%|███████████████▊ | 87201/226747 [2:12:24<3:32:19, 10.95it/s][Batch 87200/226747] G_loss: 2.4234, D_loss: 0.0902
Epoch 1/5: 39%|███████████████▊ | 87401/226747 [2:12:42<4:01:07, 9.63it/s][Batch 87400/226747] G_loss: 2.3720, D_loss: 0.0639
Epoch 1/5: 39%|███████████████▊ | 87601/226747 [2:13:00<3:31:06, 10.99it/s][Batch 87600/226747] G_loss: 2.3413, D_loss: 0.1115
Epoch 1/5: 39%|███████████████▉ | 87801/226747 [2:13:18<3:31:02, 10.97it/s][Batch 87800/226747] G_loss: 2.6450, D_loss: 0.0680
Epoch 1/5: 39%|███████████████▉ | 88001/226747 [2:13:36<3:30:38, 10.98it/s][Batch 88000/226747] G_loss: 2.3803, D_loss: 0.0767
Epoch 1/5: 39%|███████████████▉ | 88201/226747 [2:13:55<3:30:22, 10.98it/s][Batch 88200/226747] G_loss: 2.2878, D_loss: 0.1045
Epoch 1/5: 39%|███████████████▉ | 88401/226747 [2:14:13<3:30:22, 10.96it/s][Batch 88400/226747] G_loss: 2.4574, D_loss: 0.0736
Epoch 1/5: 39%|████████████████ | 88601/226747 [2:14:31<3:29:11, 11.01it/s][Batch 88600/226747] G_loss: 2.4880, D_loss: 0.0845
Epoch 1/5: 39%|████████████████ | 88801/226747 [2:14:49<3:29:23, 10.98it/s][Batch 88800/226747] G_loss: 2.4597, D_loss: 0.0665
Epoch 1/5: 39%|████████████████ | 89001/226747 [2:15:07<3:28:49, 10.99it/s][Batch 89000/226747] G_loss: 2.8031, D_loss: 0.0858
Epoch 1/5: 39%|████████████████▏ | 89201/226747 [2:15:26<3:29:00, 10.97it/s][Batch 89200/226747] G_loss: 2.1194, D_loss: 0.0757
Epoch 1/5: 39%|████████████████▏ | 89401/226747 [2:15:44<3:28:05, 11.00it/s][Batch 89400/226747] G_loss: 2.3995, D_loss: 0.1422
Epoch 1/5: 40%|████████████████▏ | 89601/226747 [2:16:02<3:27:48, 11.00it/s][Batch 89600/226747] G_loss: 1.8725, D_loss: 0.3240
Epoch 1/5: 40%|████████████████▏ | 89801/226747 [2:16:20<3:28:03, 10.97it/s][Batch 89800/226747] G_loss: 2.3102, D_loss: 0.1741
Epoch 1/5: 40%|████████████████▎ | 90001/226747 [2:16:38<3:27:35, 10.98it/s][Batch 90000/226747] G_loss: 1.6896, D_loss: 0.2825
Epoch 1/5: 40%|████████████████▎ | 90201/226747 [2:16:57<3:27:24, 10.97it/s][Batch 90200/226747] G_loss: 2.1511, D_loss: 0.2645
Epoch 1/5: 40%|████████████████▎ | 90401/226747 [2:17:15<3:26:44, 10.99it/s][Batch 90400/226747] G_loss: 1.8133, D_loss: 0.2040
Epoch 1/5: 40%|████████████████▍ | 90601/226747 [2:17:33<3:26:03, 11.01it/s][Batch 90600/226747] G_loss: 2.0338, D_loss: 0.1566
Epoch 1/5: 40%|████████████████▍ | 90801/226747 [2:17:51<3:26:29, 10.97it/s][Batch 90800/226747] G_loss: 2.0231, D_loss: 0.1728
Epoch 1/5: 40%|████████████████▍ | 91001/226747 [2:18:09<3:26:29, 10.96it/s][Batch 91000/226747] G_loss: 2.5958, D_loss: 0.1241
Epoch 1/5: 40%|████████████████▍ | 91201/226747 [2:18:28<3:25:07, 11.01it/s][Batch 91200/226747] G_loss: 2.3176, D_loss: 0.1094
Epoch 1/5: 40%|████████████████▌ | 91401/226747 [2:18:46<3:25:48, 10.96it/s][Batch 91400/226747] G_loss: 2.7274, D_loss: 0.1060
Epoch 1/5: 40%|████████████████▌ | 91601/226747 [2:19:04<3:25:26, 10.96it/s][Batch 91600/226747] G_loss: 2.3823, D_loss: 0.0599
Epoch 1/5: 40%|████████████████▌ | 91801/226747 [2:19:22<3:25:11, 10.96it/s][Batch 91800/226747] G_loss: 2.7933, D_loss: 0.0791
Epoch 1/5: 41%|████████████████▋ | 92001/226747 [2:19:40<3:24:57, 10.96it/s][Batch 92000/226747] G_loss: 2.3700, D_loss: 0.0995
Epoch 1/5: 41%|████████████████▋ | 92201/226747 [2:19:59<3:24:33, 10.96it/s][Batch 92200/226747] G_loss: 2.3154, D_loss: 0.0897
Epoch 1/5: 41%|████████████████▋ | 92401/226747 [2:20:17<3:24:18, 10.96it/s][Batch 92400/226747] G_loss: 2.2149, D_loss: 0.1095
Epoch 1/5: 41%|████████████████▋ | 92601/226747 [2:20:35<3:24:16, 10.94it/s][Batch 92600/226747] G_loss: 2.3231, D_loss: 0.0906
Epoch 1/5: 41%|████████████████▊ | 92801/226747 [2:20:53<3:23:28, 10.97it/s][Batch 92800/226747] G_loss: 2.2510, D_loss: 0.1262
Epoch 1/5: 41%|████████████████▊ | 93001/226747 [2:21:11<3:23:16, 10.97it/s][Batch 93000/226747] G_loss: 2.3471, D_loss: 0.0990
Epoch 1/5: 41%|████████████████▊ | 93201/226747 [2:21:30<3:22:52, 10.97it/s][Batch 93200/226747] G_loss: 2.0796, D_loss: 0.1035
Epoch 1/5: 41%|████████████████▉ | 93401/226747 [2:21:48<3:22:17, 10.99it/s][Batch 93400/226747] G_loss: 2.4739, D_loss: 0.1071
Epoch 1/5: 41%|████████████████▉ | 93601/226747 [2:22:06<3:21:46, 11.00it/s][Batch 93600/226747] G_loss: 2.3205, D_loss: 0.0615
Epoch 1/5: 41%|████████████████▉ | 93801/226747 [2:22:24<3:22:09, 10.96it/s][Batch 93800/226747] G_loss: 2.3610, D_loss: 0.1535
Epoch 1/5: 41%|████████████████▉ | 94001/226747 [2:22:42<3:22:07, 10.95it/s][Batch 94000/226747] G_loss: 2.6016, D_loss: 0.0757
Epoch 1/5: 42%|█████████████████ | 94201/226747 [2:23:01<3:21:17, 10.97it/s][Batch 94200/226747] G_loss: 2.6221, D_loss: 0.0688
Epoch 1/5: 42%|█████████████████ | 94401/226747 [2:23:19<3:20:25, 11.01it/s][Batch 94400/226747] G_loss: 2.1720, D_loss: 0.1145
Epoch 1/5: 42%|█████████████████ | 94601/226747 [2:23:37<3:20:46, 10.97it/s][Batch 94600/226747] G_loss: 2.3877, D_loss: 0.0866
Epoch 1/5: 42%|█████████████████▏ | 94801/226747 [2:23:55<3:19:50, 11.00it/s][Batch 94800/226747] G_loss: 2.2583, D_loss: 0.1137
Epoch 1/5: 42%|█████████████████▏ | 95001/226747 [2:24:13<3:19:22, 11.01it/s][Batch 95000/226747] G_loss: 2.8606, D_loss: 0.0940
Epoch 1/5: 42%|█████████████████▏ | 95201/226747 [2:24:31<3:19:28, 10.99it/s][Batch 95200/226747] G_loss: 2.2766, D_loss: 0.1104
Epoch 1/5: 42%|█████████████████▎ | 95401/226747 [2:24:50<3:19:19, 10.98it/s][Batch 95400/226747] G_loss: 2.5967, D_loss: 0.0649
Epoch 1/5: 42%|█████████████████▎ | 95601/226747 [2:25:08<3:18:32, 11.01it/s][Batch 95600/226747] G_loss: 2.1784, D_loss: 0.1127
Epoch 1/5: 42%|█████████████████▎ | 95801/226747 [2:25:26<3:18:28, 11.00it/s][Batch 95800/226747] G_loss: 2.3243, D_loss: 0.0810
Epoch 1/5: 42%|█████████████████▎ | 96001/226747 [2:25:44<3:18:42, 10.97it/s][Batch 96000/226747] G_loss: 2.3266, D_loss: 0.0841
Epoch 1/5: 42%|█████████████████▍ | 96201/226747 [2:26:02<3:18:04, 10.98it/s][Batch 96200/226747] G_loss: 2.4922, D_loss: 0.1307
Epoch 1/5: 43%|█████████████████▍ | 96401/226747 [2:26:21<3:17:50, 10.98it/s][Batch 96400/226747] G_loss: 2.3562, D_loss: 0.0972
Epoch 1/5: 43%|█████████████████▍ | 96601/226747 [2:26:39<3:17:00, 11.01it/s][Batch 96600/226747] G_loss: 2.4405, D_loss: 0.0618
Epoch 1/5: 43%|█████████████████▌ | 96801/226747 [2:26:57<3:17:39, 10.96it/s][Batch 96800/226747] G_loss: 2.3590, D_loss: 0.0875
Epoch 1/5: 43%|█████████████████▌ | 97001/226747 [2:27:15<3:17:11, 10.97it/s][Batch 97000/226747] G_loss: 2.2595, D_loss: 0.0780
Epoch 1/5: 43%|█████████████████▌ | 97201/226747 [2:27:33<3:16:41, 10.98it/s][Batch 97200/226747] G_loss: 2.6689, D_loss: 0.0911
Epoch 1/5: 43%|█████████████████▌ | 97401/226747 [2:27:52<3:16:42, 10.96it/s][Batch 97400/226747] G_loss: 2.3036, D_loss: 0.1328
Epoch 1/5: 43%|█████████████████▋ | 97601/226747 [2:28:10<3:15:31, 11.01it/s][Batch 97600/226747] G_loss: 2.4674, D_loss: 0.0979
Epoch 1/5: 43%|█████████████████▋ | 97801/226747 [2:28:28<3:15:35, 10.99it/s][Batch 97800/226747] G_loss: 2.4100, D_loss: 0.1239
Epoch 1/5: 43%|█████████████████▋ | 98001/226747 [2:28:46<3:15:27, 10.98it/s][Batch 98000/226747] G_loss: 2.5842, D_loss: 0.0862
Epoch 1/5: 43%|█████████████████▊ | 98201/226747 [2:29:04<3:14:31, 11.01it/s][Batch 98200/226747] G_loss: 2.4408, D_loss: 0.1391
Epoch 1/5: 43%|█████████████████▊ | 98401/226747 [2:29:23<3:15:12, 10.96it/s][Batch 98400/226747] G_loss: 2.2784, D_loss: 0.0847
Epoch 1/5: 43%|█████████████████▊ | 98601/226747 [2:29:41<3:14:39, 10.97it/s][Batch 98600/226747] G_loss: 2.2727, D_loss: 0.1214
Epoch 1/5: 44%|█████████████████▊ | 98801/226747 [2:29:59<3:14:02, 10.99it/s][Batch 98800/226747] G_loss: 2.2326, D_loss: 0.1408
Epoch 1/5: 44%|█████████████████▉ | 99001/226747 [2:30:17<3:14:01, 10.97it/s][Batch 99000/226747] G_loss: 2.7384, D_loss: 0.0656
Epoch 1/5: 44%|█████████████████▉ | 99201/226747 [2:30:35<3:13:46, 10.97it/s][Batch 99200/226747] G_loss: 2.2147, D_loss: 0.1197
Epoch 1/5: 44%|█████████████████▉ | 99401/226747 [2:30:54<3:12:58, 11.00it/s][Batch 99400/226747] G_loss: 2.4467, D_loss: 0.1257
Epoch 1/5: 44%|██████████████████ | 99601/226747 [2:31:12<3:13:11, 10.97it/s][Batch 99600/226747] G_loss: 2.4770, D_loss: 0.0728
Epoch 1/5: 44%|██████████████████ | 99801/226747 [2:31:30<3:12:59, 10.96it/s][Batch 99800/226747] G_loss: 2.2270, D_loss: 0.0752
Epoch 1/5: 44%|█████████████████▋ | 100001/226747 [2:31:48<3:12:32, 10.97it/s][Batch 100000/226747] G_loss: 2.3962, D_loss: 0.0925
Epoch 1/5: 44%|█████████████████▋ | 100201/226747 [2:32:06<3:12:07, 10.98it/s][Batch 100200/226747] G_loss: 2.4024, D_loss: 0.0605
Epoch 1/5: 44%|█████████████████▋ | 100401/226747 [2:32:25<3:12:04, 10.96it/s][Batch 100400/226747] G_loss: 2.3188, D_loss: 0.1138
Epoch 1/5: 44%|█████████████████▋ | 100601/226747 [2:32:43<3:11:57, 10.95it/s][Batch 100600/226747] G_loss: 2.2643, D_loss: 0.0882
Epoch 1/5: 44%|█████████████████▊ | 100801/226747 [2:33:01<3:11:01, 10.99it/s][Batch 100800/226747] G_loss: 2.1529, D_loss: 0.0902
Epoch 1/5: 45%|█████████████████▊ | 101001/226747 [2:33:19<3:10:28, 11.00it/s][Batch 101000/226747] G_loss: 2.3896, D_loss: 0.0627
Epoch 1/5: 45%|█████████████████▊ | 101201/226747 [2:33:37<3:10:42, 10.97it/s][Batch 101200/226747] G_loss: 2.4589, D_loss: 0.0629
Epoch 1/5: 45%|█████████████████▉ | 101401/226747 [2:33:56<3:10:37, 10.96it/s][Batch 101400/226747] G_loss: 2.2401, D_loss: 0.0598
Epoch 1/5: 45%|█████████████████▉ | 101601/226747 [2:34:14<3:09:55, 10.98it/s][Batch 101600/226747] G_loss: 2.5213, D_loss: 0.0409
Epoch 1/5: 45%|█████████████████▉ | 101801/226747 [2:34:32<3:12:11, 10.83it/s][Batch 101800/226747] G_loss: 2.7054, D_loss: 0.1208
Epoch 1/5: 45%|█████████████████▉ | 102001/226747 [2:34:50<3:09:41, 10.96it/s][Batch 102000/226747] G_loss: 2.2552, D_loss: 0.0883
Epoch 1/5: 45%|██████████████████ | 102201/226747 [2:35:08<3:09:20, 10.96it/s][Batch 102200/226747] G_loss: 2.5722, D_loss: 0.0931
Epoch 1/5: 45%|██████████████████ | 102401/226747 [2:35:27<3:09:16, 10.95it/s][Batch 102400/226747] G_loss: 2.4205, D_loss: 0.0650
Epoch 1/5: 45%|██████████████████ | 102601/226747 [2:35:45<3:08:30, 10.98it/s][Batch 102600/226747] G_loss: 2.2449, D_loss: 0.1327
Epoch 1/5: 45%|██████████████████▏ | 102801/226747 [2:36:03<3:08:00, 10.99it/s][Batch 102800/226747] G_loss: 2.4186, D_loss: 0.0771
Epoch 1/5: 45%|██████████████████▏ | 103001/226747 [2:36:21<3:07:44, 10.99it/s][Batch 103000/226747] G_loss: 2.3948, D_loss: 0.0921
Epoch 1/5: 46%|██████████████████▏ | 103201/226747 [2:36:39<3:07:31, 10.98it/s][Batch 103200/226747] G_loss: 2.2900, D_loss: 0.0829
Epoch 1/5: 46%|██████████████████▏ | 103401/226747 [2:36:58<3:07:25, 10.97it/s][Batch 103400/226747] G_loss: 2.5148, D_loss: 0.1001
Epoch 1/5: 46%|██████████████████▎ | 103601/226747 [2:37:16<3:07:08, 10.97it/s][Batch 103600/226747] G_loss: 2.3938, D_loss: 0.0682
Epoch 1/5: 46%|██████████████████▎ | 103801/226747 [2:37:34<3:06:48, 10.97it/s][Batch 103800/226747] G_loss: 2.3979, D_loss: 0.0691
Epoch 1/5: 46%|██████████████████▎ | 104001/226747 [2:37:52<3:06:09, 10.99it/s][Batch 104000/226747] G_loss: 2.4843, D_loss: 0.0441
Epoch 1/5: 46%|██████████████████▍ | 104201/226747 [2:38:10<3:06:15, 10.97it/s][Batch 104200/226747] G_loss: 2.3504, D_loss: 0.0782
Epoch 1/5: 46%|██████████████████▍ | 104401/226747 [2:38:29<3:05:15, 11.01it/s][Batch 104400/226747] G_loss: 2.5795, D_loss: 0.0869
Epoch 1/5: 46%|██████████████████▍ | 104601/226747 [2:38:47<3:05:30, 10.97it/s][Batch 104600/226747] G_loss: 2.4258, D_loss: 0.0732
Epoch 1/5: 46%|██████████████████▍ | 104801/226747 [2:39:05<3:05:12, 10.97it/s][Batch 104800/226747] G_loss: 2.2619, D_loss: 0.1092
Epoch 1/5: 46%|██████████████████▌ | 105001/226747 [2:39:23<3:04:50, 10.98it/s][Batch 105000/226747] G_loss: 2.3165, D_loss: 0.0486
Epoch 1/5: 46%|██████████████████▌ | 105201/226747 [2:39:41<3:04:44, 10.97it/s][Batch 105200/226747] G_loss: 2.4648, D_loss: 0.0556
Epoch 1/5: 46%|██████████████████▌ | 105401/226747 [2:40:00<3:04:25, 10.97it/s][Batch 105400/226747] G_loss: 2.2295, D_loss: 0.2178
Epoch 1/5: 47%|██████████████████▋ | 105601/226747 [2:40:18<3:04:07, 10.97it/s][Batch 105600/226747] G_loss: 2.0998, D_loss: 0.1229
Epoch 1/5: 47%|██████████████████▋ | 105801/226747 [2:40:36<3:03:43, 10.97it/s][Batch 105800/226747] G_loss: 2.4155, D_loss: 0.0629
Epoch 1/5: 47%|██████████████████▋ | 106001/226747 [2:40:54<3:03:13, 10.98it/s][Batch 106000/226747] G_loss: 2.2095, D_loss: 0.0799
Epoch 1/5: 47%|██████████████████▋ | 106201/226747 [2:41:12<3:03:09, 10.97it/s][Batch 106200/226747] G_loss: 2.2936, D_loss: 0.1191
Epoch 1/5: 47%|██████████████████▊ | 106401/226747 [2:41:31<3:02:35, 10.98it/s][Batch 106400/226747] G_loss: 2.4355, D_loss: 0.0688
Epoch 1/5: 47%|██████████████████▊ | 106601/226747 [2:41:49<3:02:19, 10.98it/s][Batch 106600/226747] G_loss: 2.0669, D_loss: 0.2072
Epoch 1/5: 47%|██████████████████▊ | 106801/226747 [2:42:07<3:01:58, 10.99it/s][Batch 106800/226747] G_loss: 2.6614, D_loss: 0.1247
Epoch 1/5: 47%|██████████████████▉ | 107001/226747 [2:42:25<3:02:06, 10.96it/s][Batch 107000/226747] G_loss: 2.6086, D_loss: 0.0527
Epoch 1/5: 47%|██████████████████▉ | 107201/226747 [2:42:43<3:01:08, 11.00it/s][Batch 107200/226747] G_loss: 2.3364, D_loss: 0.0867
Epoch 1/5: 47%|██████████████████▉ | 107401/226747 [2:43:02<3:01:29, 10.96it/s][Batch 107400/226747] G_loss: 2.3506, D_loss: 0.0593
Epoch 1/5: 47%|██████████████████▉ | 107601/226747 [2:43:20<3:01:07, 10.96it/s][Batch 107600/226747] G_loss: 2.3686, D_loss: 0.0813
Epoch 1/5: 48%|███████████████████ | 107801/226747 [2:43:38<3:00:48, 10.96it/s][Batch 107800/226747] G_loss: 2.2453, D_loss: 0.0587
Epoch 1/5: 48%|███████████████████ | 108001/226747 [2:43:56<3:00:17, 10.98it/s][Batch 108000/226747] G_loss: 2.4799, D_loss: 0.1202
Epoch 1/5: 48%|███████████████████ | 108201/226747 [2:44:14<2:59:20, 11.02it/s][Batch 108200/226747] G_loss: 2.3621, D_loss: 0.1241
Epoch 1/5: 48%|███████████████████ | 108401/226747 [2:44:33<2:59:37, 10.98it/s][Batch 108400/226747] G_loss: 2.4166, D_loss: 0.1305
Epoch 1/5: 48%|███████████████████▏ | 108601/226747 [2:44:51<2:58:49, 11.01it/s][Batch 108600/226747] G_loss: 2.3331, D_loss: 0.1222
Epoch 1/5: 48%|███████████████████▏ | 108801/226747 [2:45:09<2:59:15, 10.97it/s][Batch 108800/226747] G_loss: 2.3319, D_loss: 0.1311
Epoch 1/5: 48%|███████████████████▏ | 109001/226747 [2:45:27<2:59:05, 10.96it/s][Batch 109000/226747] G_loss: 2.6766, D_loss: 0.0851
Epoch 1/5: 48%|███████████████████▎ | 109201/226747 [2:45:45<2:58:42, 10.96it/s][Batch 109200/226747] G_loss: 2.2947, D_loss: 0.0883
Epoch 1/5: 48%|███████████████████▎ | 109401/226747 [2:46:04<2:58:19, 10.97it/s][Batch 109400/226747] G_loss: 2.3021, D_loss: 0.0892
Epoch 1/5: 48%|███████████████████▎ | 109601/226747 [2:46:22<2:58:04, 10.96it/s][Batch 109600/226747] G_loss: 2.4458, D_loss: 0.1062
Epoch 1/5: 48%|███████████████████▎ | 109801/226747 [2:46:40<2:57:24, 10.99it/s][Batch 109800/226747] G_loss: 2.4132, D_loss: 0.0685
Epoch 1/5: 49%|███████████████████▍ | 110001/226747 [2:46:58<2:57:27, 10.96it/s][Batch 110000/226747] G_loss: 2.4559, D_loss: 0.0674
Epoch 1/5: 49%|███████████████████▍ | 110201/226747 [2:47:16<2:57:03, 10.97it/s][Batch 110200/226747] G_loss: 2.4080, D_loss: 0.0544
Epoch 1/5: 49%|███████████████████▍ | 110401/226747 [2:47:35<2:56:48, 10.97it/s][Batch 110400/226747] G_loss: 2.5458, D_loss: 0.0854
Epoch 1/5: 49%|███████████████████▌ | 110601/226747 [2:47:53<2:56:20, 10.98it/s][Batch 110600/226747] G_loss: 2.4816, D_loss: 0.0669
Epoch 1/5: 49%|███████████████████▌ | 110801/226747 [2:48:11<2:56:08, 10.97it/s][Batch 110800/226747] G_loss: 2.3601, D_loss: 0.0780
Epoch 1/5: 49%|███████████████████▌ | 111001/226747 [2:48:29<2:55:36, 10.99it/s][Batch 111000/226747] G_loss: 2.7426, D_loss: 0.0622
Epoch 1/5: 49%|███████████████████▌ | 111201/226747 [2:48:47<2:55:25, 10.98it/s][Batch 111200/226747] G_loss: 2.5657, D_loss: 0.0492
Epoch 1/5: 49%|███████████████████▋ | 111401/226747 [2:49:06<2:54:35, 11.01it/s][Batch 111400/226747] G_loss: 2.7652, D_loss: 0.1059
Epoch 1/5: 49%|███████████████████▋ | 111601/226747 [2:49:24<2:54:54, 10.97it/s][Batch 111600/226747] G_loss: 2.3634, D_loss: 0.0659
Epoch 1/5: 49%|███████████████████▋ | 111801/226747 [2:49:42<2:54:17, 10.99it/s][Batch 111800/226747] G_loss: 2.4175, D_loss: 0.0539
Epoch 1/5: 49%|███████████████████▊ | 112001/226747 [2:50:00<2:54:28, 10.96it/s][Batch 112000/226747] G_loss: 2.0313, D_loss: 0.1259
Epoch 1/5: 49%|███████████████████▊ | 112201/226747 [2:50:18<2:54:04, 10.97it/s][Batch 112200/226747] G_loss: 2.4149, D_loss: 0.0700
Epoch 1/5: 50%|███████████████████▊ | 112401/226747 [2:50:37<2:53:13, 11.00it/s][Batch 112400/226747] G_loss: 2.4666, D_loss: 0.0416
Epoch 1/5: 50%|███████████████████▊ | 112601/226747 [2:50:55<2:53:16, 10.98it/s][Batch 112600/226747] G_loss: 2.3206, D_loss: 0.0666
Epoch 1/5: 50%|███████████████████▉ | 112801/226747 [2:51:13<2:52:45, 10.99it/s][Batch 112800/226747] G_loss: 2.4562, D_loss: 0.0481
Epoch 1/5: 50%|███████████████████▉ | 113001/226747 [2:51:31<2:52:00, 11.02it/s][Batch 113000/226747] G_loss: 2.4301, D_loss: 0.0591
Epoch 1/5: 50%|███████████████████▉ | 113201/226747 [2:51:49<2:52:13, 10.99it/s][Batch 113200/226747] G_loss: 2.4208, D_loss: 0.0505
Epoch 1/5: 50%|████████████████████ | 113401/226747 [2:52:07<2:51:59, 10.98it/s][Batch 113400/226747] G_loss: 2.0526, D_loss: 0.1237
Epoch 1/5: 50%|████████████████████ | 113601/226747 [2:52:26<2:51:54, 10.97it/s][Batch 113600/226747] G_loss: 2.4231, D_loss: 0.0753
Epoch 1/5: 50%|████████████████████ | 113801/226747 [2:52:44<2:51:31, 10.97it/s][Batch 113800/226747] G_loss: 2.4606, D_loss: 0.0485
Epoch 1/5: 50%|████████████████████ | 114001/226747 [2:53:02<2:50:46, 11.00it/s][Batch 114000/226747] G_loss: 2.2059, D_loss: 0.0912
Epoch 1/5: 50%|████████████████████▏ | 114201/226747 [2:53:20<2:50:11, 11.02it/s][Batch 114200/226747] G_loss: 2.2234, D_loss: 0.0807
Epoch 1/5: 50%|████████████████████▏ | 114401/226747 [2:53:38<2:50:39, 10.97it/s][Batch 114400/226747] G_loss: 2.1918, D_loss: 0.0919
Epoch 1/5: 51%|████████████████████▏ | 114601/226747 [2:53:57<2:50:34, 10.96it/s][Batch 114600/226747] G_loss: 2.0847, D_loss: 0.2196
Epoch 1/5: 51%|████████████████████▎ | 114801/226747 [2:54:15<2:49:35, 11.00it/s][Batch 114800/226747] G_loss: 2.3257, D_loss: 0.1056
Epoch 1/5: 51%|████████████████████▎ | 115001/226747 [2:54:33<2:49:17, 11.00it/s][Batch 115000/226747] G_loss: 2.4637, D_loss: 0.0857
Epoch 1/5: 51%|████████████████████▎ | 115201/226747 [2:54:51<2:49:21, 10.98it/s][Batch 115200/226747] G_loss: 2.4373, D_loss: 0.0490
Epoch 1/5: 51%|████████████████████▎ | 115401/226747 [2:55:09<2:48:55, 10.99it/s][Batch 115400/226747] G_loss: 2.4198, D_loss: 0.1090
Epoch 1/5: 51%|████████████████████▍ | 115601/226747 [2:55:28<2:48:50, 10.97it/s][Batch 115600/226747] G_loss: 2.4209, D_loss: 0.0805
Epoch 1/5: 51%|████████████████████▍ | 115801/226747 [2:55:46<2:48:20, 10.98it/s][Batch 115800/226747] G_loss: 2.7636, D_loss: 0.1392
Epoch 1/5: 51%|████████████████████▍ | 116001/226747 [2:56:04<2:47:57, 10.99it/s][Batch 116000/226747] G_loss: 2.5302, D_loss: 0.0431
Epoch 1/5: 51%|████████████████████▍ | 116201/226747 [2:56:22<2:47:52, 10.98it/s][Batch 116200/226747] G_loss: 2.2439, D_loss: 0.0741
Epoch 1/5: 51%|████████████████████▌ | 116401/226747 [2:56:40<2:47:36, 10.97it/s][Batch 116400/226747] G_loss: 2.3239, D_loss: 0.0600
Epoch 1/5: 51%|████████████████████▌ | 116601/226747 [2:56:59<2:47:05, 10.99it/s][Batch 116600/226747] G_loss: 2.4540, D_loss: 0.0830
Epoch 1/5: 52%|████████████████████▌ | 116801/226747 [2:57:17<2:46:43, 10.99it/s][Batch 116800/226747] G_loss: 2.3091, D_loss: 0.0587
Epoch 1/5: 52%|████████████████████▋ | 117001/226747 [2:57:35<2:46:40, 10.97it/s][Batch 117000/226747] G_loss: 2.2628, D_loss: 0.0834
Epoch 1/5: 52%|████████████████████▋ | 117201/226747 [2:57:53<2:46:26, 10.97it/s][Batch 117200/226747] G_loss: 2.4202, D_loss: 0.0560
Epoch 1/5: 52%|████████████████████▋ | 117401/226747 [2:58:11<2:46:06, 10.97it/s][Batch 117400/226747] G_loss: 2.3822, D_loss: 0.0451
Epoch 1/5: 52%|████████████████████▋ | 117601/226747 [2:58:30<2:45:17, 11.01it/s][Batch 117600/226747] G_loss: 2.5501, D_loss: 0.0577
Epoch 1/5: 52%|████████████████████▊ | 117801/226747 [2:58:48<2:45:20, 10.98it/s][Batch 117800/226747] G_loss: 2.4447, D_loss: 0.0572
Epoch 1/5: 52%|████████████████████▊ | 118001/226747 [2:59:06<2:45:05, 10.98it/s][Batch 118000/226747] G_loss: 2.3453, D_loss: 0.0794
Epoch 1/5: 52%|████████████████████▊ | 118201/226747 [2:59:24<2:44:54, 10.97it/s][Batch 118200/226747] G_loss: 2.3732, D_loss: 0.0568
Epoch 1/5: 52%|████████████████████▉ | 118401/226747 [2:59:42<2:44:26, 10.98it/s][Batch 118400/226747] G_loss: 2.2553, D_loss: 0.0788
Epoch 1/5: 52%|████████████████████▉ | 118601/226747 [3:00:01<2:44:18, 10.97it/s][Batch 118600/226747] G_loss: 2.4755, D_loss: 0.0616
Epoch 1/5: 52%|████████████████████▉ | 118801/226747 [3:00:19<2:43:39, 10.99it/s][Batch 118800/226747] G_loss: 2.2017, D_loss: 0.0650
Epoch 1/5: 52%|████████████████████▉ | 119001/226747 [3:00:37<2:43:15, 11.00it/s][Batch 119000/226747] G_loss: 2.0741, D_loss: 0.0852
Epoch 1/5: 53%|█████████████████████ | 119201/226747 [3:00:55<2:43:07, 10.99it/s][Batch 119200/226747] G_loss: 2.4669, D_loss: 0.0658
Epoch 1/5: 53%|█████████████████████ | 119401/226747 [3:01:13<2:43:06, 10.97it/s][Batch 119400/226747] G_loss: 2.2647, D_loss: 0.1548
Epoch 1/5: 53%|█████████████████████ | 119601/226747 [3:01:31<2:42:20, 11.00it/s][Batch 119600/226747] G_loss: 2.2590, D_loss: 0.0753
Epoch 1/5: 53%|█████████████████████▏ | 119801/226747 [3:01:50<2:42:12, 10.99it/s][Batch 119800/226747] G_loss: 2.1589, D_loss: 0.0824
Epoch 1/5: 53%|█████████████████████▏ | 120001/226747 [3:02:08<2:41:29, 11.02it/s][Batch 120000/226747] G_loss: 2.3180, D_loss: 0.0518
Epoch 1/5: 53%|█████████████████████▏ | 120201/226747 [3:02:26<2:41:27, 11.00it/s][Batch 120200/226747] G_loss: 2.6771, D_loss: 0.0499
Epoch 1/5: 53%|█████████████████████▏ | 120401/226747 [3:02:44<2:41:30, 10.97it/s][Batch 120400/226747] G_loss: 2.1281, D_loss: 0.1558
Epoch 1/5: 53%|█████████████████████▎ | 120601/226747 [3:03:02<2:41:02, 10.99it/s][Batch 120600/226747] G_loss: 2.3439, D_loss: 0.0901
Epoch 1/5: 53%|█████████████████████▎ | 120801/226747 [3:03:21<2:41:02, 10.96it/s][Batch 120800/226747] G_loss: 2.1422, D_loss: 0.0867
Epoch 1/5: 53%|█████████████████████▎ | 121001/226747 [3:03:39<2:40:37, 10.97it/s][Batch 121000/226747] G_loss: 2.3321, D_loss: 0.0801
Epoch 1/5: 53%|█████████████████████▍ | 121201/226747 [3:03:57<2:40:39, 10.95it/s][Batch 121200/226747] G_loss: 2.4293, D_loss: 0.0601
Epoch 1/5: 54%|█████████████████████▍ | 121401/226747 [3:04:15<2:40:06, 10.97it/s][Batch 121400/226747] G_loss: 2.3152, D_loss: 0.0955
Epoch 1/5: 54%|█████████████████████▍ | 121601/226747 [3:04:33<2:39:38, 10.98it/s][Batch 121600/226747] G_loss: 2.3621, D_loss: 0.0813
Epoch 1/5: 54%|█████████████████████▍ | 121801/226747 [3:04:51<2:39:13, 10.99it/s][Batch 121800/226747] G_loss: 2.4374, D_loss: 0.0522
Epoch 1/5: 54%|█████████████████████▌ | 122001/226747 [3:05:10<2:38:54, 10.99it/s][Batch 122000/226747] G_loss: 2.5225, D_loss: 0.0737
Epoch 1/5: 54%|█████████████████████▌ | 122201/226747 [3:05:28<2:38:44, 10.98it/s][Batch 122200/226747] G_loss: 2.6265, D_loss: 0.0527
Epoch 1/5: 54%|█████████████████████▌ | 122401/226747 [3:05:46<2:38:26, 10.98it/s][Batch 122400/226747] G_loss: 2.4798, D_loss: 0.0665
Epoch 1/5: 54%|█████████████████████▋ | 122601/226747 [3:06:04<2:37:58, 10.99it/s][Batch 122600/226747] G_loss: 2.2917, D_loss: 0.0632
Epoch 1/5: 54%|█████████████████████▋ | 122801/226747 [3:06:22<2:37:50, 10.98it/s][Batch 122800/226747] G_loss: 2.4380, D_loss: 0.0610
Epoch 1/5: 54%|█████████████████████▋ | 123001/226747 [3:06:41<2:37:24, 10.98it/s][Batch 123000/226747] G_loss: 2.2035, D_loss: 0.1247
Epoch 1/5: 54%|█████████████████████▋ | 123201/226747 [3:06:59<2:37:11, 10.98it/s][Batch 123200/226747] G_loss: 2.1039, D_loss: 0.1074
Epoch 1/5: 54%|█████████████████████▊ | 123401/226747 [3:07:17<2:36:48, 10.98it/s][Batch 123400/226747] G_loss: 2.3199, D_loss: 0.0673
Epoch 1/5: 55%|█████████████████████▊ | 123601/226747 [3:07:35<2:36:42, 10.97it/s][Batch 123600/226747] G_loss: 2.4716, D_loss: 0.1128
Epoch 1/5: 55%|█████████████████████▊ | 123801/226747 [3:07:53<2:36:25, 10.97it/s][Batch 123800/226747] G_loss: 2.4747, D_loss: 0.0503
Epoch 1/5: 55%|█████████████████████▊ | 124001/226747 [3:08:12<2:35:51, 10.99it/s][Batch 124000/226747] G_loss: 2.3312, D_loss: 0.0571
Epoch 1/5: 55%|█████████████████████▉ | 124201/226747 [3:08:30<2:35:48, 10.97it/s][Batch 124200/226747] G_loss: 2.3199, D_loss: 0.1306
Epoch 1/5: 55%|█████████████████████▉ | 124401/226747 [3:08:48<2:35:12, 10.99it/s][Batch 124400/226747] G_loss: 2.3954, D_loss: 0.0553
Epoch 1/5: 55%|█████████████████████▉ | 124601/226747 [3:09:06<2:34:54, 10.99it/s][Batch 124600/226747] G_loss: 2.4512, D_loss: 0.0753
Epoch 1/5: 55%|██████████████████████ | 124801/226747 [3:09:24<2:35:02, 10.96it/s][Batch 124800/226747] G_loss: 2.4315, D_loss: 0.1368
Epoch 1/5: 55%|██████████████████████ | 125001/226747 [3:09:43<2:34:34, 10.97it/s][Batch 125000/226747] G_loss: 2.4571, D_loss: 0.0486
Epoch 1/5: 55%|██████████████████████ | 125201/226747 [3:10:01<2:34:25, 10.96it/s][Batch 125200/226747] G_loss: 2.2359, D_loss: 0.0644
Epoch 1/5: 55%|██████████████████████ | 125401/226747 [3:10:19<2:34:10, 10.96it/s][Batch 125400/226747] G_loss: 2.2262, D_loss: 0.0753
Epoch 1/5: 55%|██████████████████████▏ | 125601/226747 [3:10:37<2:33:27, 10.99it/s][Batch 125600/226747] G_loss: 2.3025, D_loss: 0.0890
Epoch 1/5: 55%|██████████████████████▏ | 125801/226747 [3:10:55<2:33:11, 10.98it/s][Batch 125800/226747] G_loss: 2.3494, D_loss: 0.0869
Epoch 1/5: 56%|██████████████████████▏ | 126001/226747 [3:11:14<2:32:44, 10.99it/s][Batch 126000/226747] G_loss: 2.0677, D_loss: 0.1673
Epoch 1/5: 56%|██████████████████████▎ | 126201/226747 [3:11:32<2:32:38, 10.98it/s][Batch 126200/226747] G_loss: 2.2888, D_loss: 0.0948
Epoch 1/5: 56%|██████████████████████▎ | 126401/226747 [3:11:50<2:32:26, 10.97it/s][Batch 126400/226747] G_loss: 2.6263, D_loss: 0.0646
Epoch 1/5: 56%|██████████████████████▎ | 126601/226747 [3:12:08<2:31:39, 11.01it/s][Batch 126600/226747] G_loss: 2.2984, D_loss: 0.0998
Epoch 1/5: 56%|██████████████████████▎ | 126801/226747 [3:12:26<2:31:29, 11.00it/s][Batch 126800/226747] G_loss: 2.4364, D_loss: 0.0620
Epoch 1/5: 56%|██████████████████████▍ | 127001/226747 [3:12:45<2:31:25, 10.98it/s][Batch 127000/226747] G_loss: 2.3063, D_loss: 0.0586
Epoch 1/5: 56%|██████████████████████▍ | 127201/226747 [3:13:03<2:31:17, 10.97it/s][Batch 127200/226747] G_loss: 2.4769, D_loss: 0.0561
Epoch 1/5: 56%|██████████████████████▍ | 127401/226747 [3:13:21<2:30:55, 10.97it/s][Batch 127400/226747] G_loss: 2.2269, D_loss: 0.0724
Epoch 1/5: 56%|██████████████████████▌ | 127601/226747 [3:13:39<2:30:36, 10.97it/s][Batch 127600/226747] G_loss: 2.3739, D_loss: 0.1094
Epoch 1/5: 56%|██████████████████████▌ | 127801/226747 [3:13:57<2:30:10, 10.98it/s][Batch 127800/226747] G_loss: 2.1085, D_loss: 0.0778
Epoch 1/5: 56%|██████████████████████▌ | 128001/226747 [3:14:16<2:29:49, 10.99it/s][Batch 128000/226747] G_loss: 2.2770, D_loss: 0.0539
Epoch 1/5: 57%|██████████████████████▌ | 128201/226747 [3:14:34<2:29:49, 10.96it/s][Batch 128200/226747] G_loss: 2.3173, D_loss: 0.0653
Epoch 1/5: 57%|██████████████████████▋ | 128401/226747 [3:14:52<2:29:23, 10.97it/s][Batch 128400/226747] G_loss: 2.6016, D_loss: 0.0697
Epoch 1/5: 57%|██████████████████████▋ | 128601/226747 [3:15:10<2:29:08, 10.97it/s][Batch 128600/226747] G_loss: 2.4694, D_loss: 0.0512
Epoch 1/5: 57%|██████████████████████▋ | 128801/226747 [3:15:28<2:28:07, 11.02it/s][Batch 128800/226747] G_loss: 2.2680, D_loss: 0.1029
Epoch 1/5: 57%|██████████████████████▊ | 129001/226747 [3:15:47<2:28:31, 10.97it/s][Batch 129000/226747] G_loss: 2.1714, D_loss: 0.0833
Epoch 1/5: 57%|██████████████████████▊ | 129201/226747 [3:16:05<2:28:06, 10.98it/s][Batch 129200/226747] G_loss: 2.5688, D_loss: 0.0925
Epoch 1/5: 57%|██████████████████████▊ | 129401/226747 [3:16:23<2:28:02, 10.96it/s][Batch 129400/226747] G_loss: 2.2809, D_loss: 0.0654
Epoch 1/5: 57%|██████████████████████▊ | 129601/226747 [3:16:41<2:27:25, 10.98it/s][Batch 129600/226747] G_loss: 2.3643, D_loss: 0.0651
Epoch 1/5: 57%|██████████████████████▉ | 129801/226747 [3:16:59<2:27:20, 10.97it/s][Batch 129800/226747] G_loss: 2.2231, D_loss: 0.0919
Epoch 1/5: 57%|██████████████████████▉ | 130001/226747 [3:17:18<2:26:52, 10.98it/s][Batch 130000/226747] G_loss: 2.3791, D_loss: 0.0729
Epoch 1/5: 57%|██████████████████████▉ | 130201/226747 [3:17:36<2:26:48, 10.96it/s][Batch 130200/226747] G_loss: 2.4892, D_loss: 0.0599
Epoch 1/5: 58%|███████████████████████ | 130401/226747 [3:17:54<2:26:28, 10.96it/s][Batch 130400/226747] G_loss: 2.2036, D_loss: 0.0925
Epoch 1/5: 58%|███████████████████████ | 130601/226747 [3:18:12<2:25:46, 10.99it/s][Batch 130600/226747] G_loss: 2.2252, D_loss: 0.0775
Epoch 1/5: 58%|███████████████████████ | 130801/226747 [3:18:30<2:25:55, 10.96it/s][Batch 130800/226747] G_loss: 2.4378, D_loss: 0.0653
Epoch 1/5: 58%|███████████████████████ | 131001/226747 [3:18:49<2:25:38, 10.96it/s][Batch 131000/226747] G_loss: 2.4030, D_loss: 0.0656
Epoch 1/5: 58%|███████████████████████▏ | 131201/226747 [3:19:07<2:24:57, 10.99it/s][Batch 131200/226747] G_loss: 2.6625, D_loss: 0.0849
Epoch 1/5: 58%|███████████████████████▏ | 131401/226747 [3:19:25<2:24:41, 10.98it/s][Batch 131400/226747] G_loss: 2.1888, D_loss: 0.0746
Epoch 1/5: 58%|███████████████████████▏ | 131601/226747 [3:19:43<2:24:28, 10.98it/s][Batch 131600/226747] G_loss: 2.4502, D_loss: 0.0671
Epoch 1/5: 58%|███████████████████████▎ | 131801/226747 [3:20:01<2:24:06, 10.98it/s][Batch 131800/226747] G_loss: 2.3321, D_loss: 0.0824
Epoch 1/5: 58%|███████████████████████▎ | 132001/226747 [3:20:20<2:24:00, 10.97it/s][Batch 132000/226747] G_loss: 2.2762, D_loss: 0.0761
Epoch 1/5: 58%|███████████████████████▎ | 132201/226747 [3:20:38<2:23:31, 10.98it/s][Batch 132200/226747] G_loss: 2.4412, D_loss: 0.0440
Epoch 1/5: 58%|███████████████████████▎ | 132401/226747 [3:20:56<2:23:40, 10.94it/s][Batch 132400/226747] G_loss: 2.1359, D_loss: 0.0915
Epoch 1/5: 58%|███████████████████████▍ | 132601/226747 [3:21:14<2:23:01, 10.97it/s][Batch 132600/226747] G_loss: 2.3682, D_loss: 0.0767
Epoch 1/5: 59%|███████████████████████▍ | 132801/226747 [3:21:32<2:22:34, 10.98it/s][Batch 132800/226747] G_loss: 2.2328, D_loss: 0.0768
Epoch 1/5: 59%|███████████████████████▍ | 133001/226747 [3:21:51<2:22:23, 10.97it/s][Batch 133000/226747] G_loss: 2.1440, D_loss: 0.0523
Epoch 1/5: 59%|███████████████████████▍ | 133201/226747 [3:22:09<2:21:48, 10.99it/s][Batch 133200/226747] G_loss: 2.6987, D_loss: 0.0382
Epoch 1/5: 59%|███████████████████████▌ | 133401/226747 [3:22:27<2:21:02, 11.03it/s][Batch 133400/226747] G_loss: 1.8920, D_loss: 0.1716
Epoch 1/5: 59%|███████████████████████▌ | 133601/226747 [3:22:45<2:21:24, 10.98it/s][Batch 133600/226747] G_loss: 2.1104, D_loss: 0.0837
Epoch 1/5: 59%|███████████████████████▌ | 133801/226747 [3:23:03<2:20:59, 10.99it/s][Batch 133800/226747] G_loss: 2.7663, D_loss: 0.7475
Epoch 1/5: 59%|███████████████████████▋ | 134001/226747 [3:23:21<2:21:03, 10.96it/s][Batch 134000/226747] G_loss: 2.6205, D_loss: 0.1147
Epoch 1/5: 59%|███████████████████████▋ | 134201/226747 [3:23:40<2:20:09, 11.01it/s][Batch 134200/226747] G_loss: 2.3152, D_loss: 0.1041
Epoch 1/5: 59%|███████████████████████▋ | 134401/226747 [3:23:58<2:20:13, 10.98it/s][Batch 134400/226747] G_loss: 2.4474, D_loss: 0.0845
Epoch 1/5: 59%|███████████████████████▋ | 134601/226747 [3:24:16<2:19:52, 10.98it/s][Batch 134600/226747] G_loss: 2.3817, D_loss: 0.0939
Epoch 1/5: 59%|███████████████████████▊ | 134801/226747 [3:24:34<2:19:42, 10.97it/s][Batch 134800/226747] G_loss: 2.1631, D_loss: 0.1030
Epoch 1/5: 60%|███████████████████████▊ | 135001/226747 [3:24:52<2:19:13, 10.98it/s][Batch 135000/226747] G_loss: 2.3352, D_loss: 0.1462
Epoch 1/5: 60%|███████████████████████▊ | 135201/226747 [3:25:11<2:18:07, 11.05it/s][Batch 135200/226747] G_loss: 2.0231, D_loss: 0.0812
Epoch 1/5: 60%|███████████████████████▉ | 135401/226747 [3:25:29<2:18:05, 11.02it/s][Batch 135400/226747] G_loss: 2.4659, D_loss: 0.0630
Epoch 1/5: 60%|███████████████████████▉ | 135601/226747 [3:25:47<2:18:13, 10.99it/s][Batch 135600/226747] G_loss: 2.1625, D_loss: 0.0864
Epoch 1/5: 60%|███████████████████████▉ | 135801/226747 [3:26:05<2:17:31, 11.02it/s][Batch 135800/226747] G_loss: 2.2289, D_loss: 0.0926
Epoch 1/5: 60%|███████████████████████▉ | 136001/226747 [3:26:23<2:17:14, 11.02it/s][Batch 136000/226747] G_loss: 2.4205, D_loss: 0.0716
Epoch 1/5: 60%|████████████████████████ | 136201/226747 [3:26:41<2:16:45, 11.03it/s][Batch 136200/226747] G_loss: 2.4701, D_loss: 0.0635
Epoch 1/5: 60%|████████████████████████ | 136401/226747 [3:26:59<2:16:31, 11.03it/s][Batch 136400/226747] G_loss: 2.3523, D_loss: 0.0655
Epoch 1/5: 60%|████████████████████████ | 136601/226747 [3:27:17<2:15:59, 11.05it/s][Batch 136600/226747] G_loss: 2.5575, D_loss: 0.0626
Epoch 1/5: 60%|████████████████████████▏ | 136801/226747 [3:27:36<2:15:38, 11.05it/s][Batch 136800/226747] G_loss: 2.2613, D_loss: 0.1006
Epoch 1/5: 60%|████████████████████████▏ | 137001/226747 [3:27:54<2:15:39, 11.03it/s][Batch 137000/226747] G_loss: 2.3055, D_loss: 0.0496
Epoch 1/5: 61%|████████████████████████▏ | 137201/226747 [3:28:12<2:15:05, 11.05it/s][Batch 137200/226747] G_loss: 2.2508, D_loss: 0.0749
Epoch 1/5: 61%|████████████████████████▏ | 137401/226747 [3:28:30<2:14:53, 11.04it/s][Batch 137400/226747] G_loss: 2.3995, D_loss: 0.0615
Epoch 1/5: 61%|████████████████████████▎ | 137601/226747 [3:28:48<2:14:53, 11.01it/s][Batch 137600/226747] G_loss: 2.2694, D_loss: 0.0907
Epoch 1/5: 61%|████████████████████████▎ | 137801/226747 [3:29:06<2:14:25, 11.03it/s][Batch 137800/226747] G_loss: 2.2796, D_loss: 0.0838
Epoch 1/5: 61%|████████████████████████▎ | 138001/226747 [3:29:24<2:14:37, 10.99it/s][Batch 138000/226747] G_loss: 2.2918, D_loss: 0.0505
Epoch 1/5: 61%|████████████████████████▍ | 138201/226747 [3:29:43<2:13:53, 11.02it/s][Batch 138200/226747] G_loss: 2.3592, D_loss: 0.1123
Epoch 1/5: 61%|████████████████████████▍ | 138401/226747 [3:30:01<2:13:15, 11.05it/s][Batch 138400/226747] G_loss: 2.1777, D_loss: 0.1344
Epoch 1/5: 61%|████████████████████████▍ | 138601/226747 [3:30:19<2:13:12, 11.03it/s][Batch 138600/226747] G_loss: 2.4209, D_loss: 0.0413
Epoch 1/5: 61%|████████████████████████▍ | 138801/226747 [3:30:37<2:12:59, 11.02it/s][Batch 138800/226747] G_loss: 2.0946, D_loss: 0.1032
Epoch 1/5: 61%|████████████████████████▌ | 139001/226747 [3:30:55<2:12:47, 11.01it/s][Batch 139000/226747] G_loss: 2.3345, D_loss: 0.1170
Epoch 1/5: 61%|████████████████████████▌ | 139201/226747 [3:31:13<2:12:33, 11.01it/s][Batch 139200/226747] G_loss: 2.4618, D_loss: 0.0648
Epoch 1/5: 61%|████████████████████████▌ | 139401/226747 [3:31:31<2:12:05, 11.02it/s][Batch 139400/226747] G_loss: 2.3305, D_loss: 0.1087
Epoch 1/5: 62%|████████████████████████▋ | 139601/226747 [3:31:49<2:11:38, 11.03it/s][Batch 139600/226747] G_loss: 2.3623, D_loss: 0.0598
Epoch 1/5: 62%|████████████████████████▋ | 139801/226747 [3:32:08<2:11:25, 11.03it/s][Batch 139800/226747] G_loss: 2.4743, D_loss: 0.0742
Epoch 1/5: 62%|████████████████████████▋ | 140001/226747 [3:32:26<2:11:12, 11.02it/s][Batch 140000/226747] G_loss: 2.2229, D_loss: 0.1050
Epoch 1/5: 62%|████████████████████████▋ | 140201/226747 [3:32:44<2:10:51, 11.02it/s][Batch 140200/226747] G_loss: 2.3783, D_loss: 0.0640
Epoch 1/5: 62%|████████████████████████▊ | 140401/226747 [3:33:02<2:10:18, 11.04it/s][Batch 140400/226747] G_loss: 2.1157, D_loss: 0.1667
Epoch 1/5: 62%|████████████████████████▊ | 140601/226747 [3:33:20<2:10:08, 11.03it/s][Batch 140600/226747] G_loss: 3.2014, D_loss: 1.1024
Epoch 1/5: 62%|████████████████████████▊ | 140801/226747 [3:33:38<2:09:46, 11.04it/s][Batch 140800/226747] G_loss: 2.3794, D_loss: 0.0719
Epoch 1/5: 62%|████████████████████████▊ | 141001/226747 [3:33:56<2:09:35, 11.03it/s][Batch 141000/226747] G_loss: 2.2733, D_loss: 0.0621
Epoch 1/5: 62%|████████████████████████▉ | 141201/226747 [3:34:14<2:09:04, 11.05it/s][Batch 141200/226747] G_loss: 2.0922, D_loss: 0.1224
Epoch 1/5: 62%|████████████████████████▉ | 141401/226747 [3:34:33<2:09:24, 10.99it/s][Batch 141400/226747] G_loss: 2.2843, D_loss: 0.0623
Epoch 1/5: 62%|████████████████████████▉ | 141601/226747 [3:34:51<2:08:43, 11.02it/s][Batch 141600/226747] G_loss: 2.3905, D_loss: 0.0924
Epoch 1/5: 63%|█████████████████████████ | 141801/226747 [3:35:09<2:08:24, 11.03it/s][Batch 141800/226747] G_loss: 2.5474, D_loss: 0.0750
Epoch 1/5: 63%|█████████████████████████ | 142001/226747 [3:35:27<2:07:55, 11.04it/s][Batch 142000/226747] G_loss: 2.4741, D_loss: 0.0432
Epoch 1/5: 63%|█████████████████████████ | 142201/226747 [3:35:45<2:07:36, 11.04it/s][Batch 142200/226747] G_loss: 2.4186, D_loss: 0.1040
Epoch 1/5: 63%|█████████████████████████ | 142401/226747 [3:36:03<2:08:00, 10.98it/s][Batch 142400/226747] G_loss: 2.3398, D_loss: 0.0679
Epoch 1/5: 63%|█████████████████████████▏ | 142601/226747 [3:36:21<2:07:34, 10.99it/s][Batch 142600/226747] G_loss: 2.3873, D_loss: 0.0514
Epoch 1/5: 63%|█████████████████████████▏ | 142801/226747 [3:36:40<2:06:44, 11.04it/s][Batch 142800/226747] G_loss: 2.5316, D_loss: 0.0552
Epoch 1/5: 63%|█████████████████████████▏ | 143001/226747 [3:36:58<2:06:33, 11.03it/s][Batch 143000/226747] G_loss: 2.6002, D_loss: 0.0812
Epoch 1/5: 63%|█████████████████████████▎ | 143201/226747 [3:37:16<2:06:31, 11.00it/s][Batch 143200/226747] G_loss: 2.4280, D_loss: 0.0532
Epoch 1/5: 63%|█████████████████████████▎ | 143401/226747 [3:37:34<2:05:42, 11.05it/s][Batch 143400/226747] G_loss: 2.3318, D_loss: 0.0614
Epoch 1/5: 63%|█████████████████████████▎ | 143601/226747 [3:37:52<2:05:40, 11.03it/s][Batch 143600/226747] G_loss: 2.4997, D_loss: 0.0338
Epoch 1/5: 63%|█████████████████████████▎ | 143801/226747 [3:38:10<2:05:18, 11.03it/s][Batch 143800/226747] G_loss: 2.4911, D_loss: 0.0515
Epoch 1/5: 64%|█████████████████████████▍ | 144001/226747 [3:38:28<2:04:59, 11.03it/s][Batch 144000/226747] G_loss: 2.4077, D_loss: 0.0498
Epoch 1/5: 64%|█████████████████████████▍ | 144201/226747 [3:38:46<2:04:45, 11.03it/s][Batch 144200/226747] G_loss: 2.4090, D_loss: 0.0420
Epoch 1/5: 64%|█████████████████████████▍ | 144401/226747 [3:39:04<2:04:20, 11.04it/s][Batch 144400/226747] G_loss: 2.2284, D_loss: 0.1030
Epoch 1/5: 64%|█████████████████████████▌ | 144601/226747 [3:39:23<2:04:12, 11.02it/s][Batch 144600/226747] G_loss: 1.8587, D_loss: 0.1429
Epoch 1/5: 64%|█████████████████████████▌ | 144801/226747 [3:39:41<2:04:16, 10.99it/s][Batch 144800/226747] G_loss: 2.6906, D_loss: 0.0725
Epoch 1/5: 64%|█████████████████████████▌ | 145001/226747 [3:39:59<2:03:33, 11.03it/s][Batch 145000/226747] G_loss: 2.1251, D_loss: 0.1317
Epoch 1/5: 64%|█████████████████████████▌ | 145201/226747 [3:40:17<2:03:13, 11.03it/s][Batch 145200/226747] G_loss: 2.3858, D_loss: 0.0437
Epoch 1/5: 64%|█████████████████████████▋ | 145401/226747 [3:40:35<2:02:52, 11.03it/s][Batch 145400/226747] G_loss: 2.4507, D_loss: 0.0679
Epoch 1/5: 64%|█████████████████████████▋ | 145601/226747 [3:40:53<2:02:29, 11.04it/s][Batch 145600/226747] G_loss: 2.3558, D_loss: 0.0751
Epoch 1/5: 64%|█████████████████████████▋ | 145801/226747 [3:41:11<2:02:27, 11.02it/s][Batch 145800/226747] G_loss: 2.3327, D_loss: 0.0552
Epoch 1/5: 64%|█████████████████████████▊ | 146001/226747 [3:41:30<2:02:03, 11.03it/s][Batch 146000/226747] G_loss: 2.5293, D_loss: 0.0628
Epoch 1/5: 64%|█████████████████████████▊ | 146201/226747 [3:41:48<2:02:00, 11.00it/s][Batch 146200/226747] G_loss: 2.2891, D_loss: 0.0549
Epoch 1/5: 65%|█████████████████████████▊ | 146401/226747 [3:42:06<2:01:24, 11.03it/s][Batch 146400/226747] G_loss: 2.4731, D_loss: 0.0740
Epoch 1/5: 65%|█████████████████████████▊ | 146601/226747 [3:42:24<2:01:27, 11.00it/s][Batch 146600/226747] G_loss: 2.2505, D_loss: 0.0930
Epoch 1/5: 65%|█████████████████████████▉ | 146801/226747 [3:42:42<2:00:51, 11.02it/s][Batch 146800/226747] G_loss: 2.0971, D_loss: 0.1140
Epoch 1/5: 65%|█████████████████████████▉ | 147001/226747 [3:43:00<2:00:45, 11.01it/s][Batch 147000/226747] G_loss: 2.2906, D_loss: 0.0569
Epoch 1/5: 65%|█████████████████████████▉ | 147201/226747 [3:43:18<2:00:30, 11.00it/s][Batch 147200/226747] G_loss: 2.1856, D_loss: 0.0706
Epoch 1/5: 65%|██████████████████████████ | 147401/226747 [3:43:36<1:59:59, 11.02it/s][Batch 147400/226747] G_loss: 1.8517, D_loss: 0.1145
Epoch 1/5: 65%|██████████████████████████ | 147601/226747 [3:43:55<2:00:07, 10.98it/s][Batch 147600/226747] G_loss: 2.4163, D_loss: 0.0567
Epoch 1/5: 65%|██████████████████████████ | 147801/226747 [3:44:13<1:59:16, 11.03it/s][Batch 147800/226747] G_loss: 2.4671, D_loss: 0.0769
Epoch 1/5: 65%|██████████████████████████ | 148001/226747 [3:44:31<1:59:10, 11.01it/s][Batch 148000/226747] G_loss: 2.3195, D_loss: 0.0698
Epoch 1/5: 65%|██████████████████████████▏ | 148201/226747 [3:44:49<1:59:04, 10.99it/s][Batch 148200/226747] G_loss: 2.5059, D_loss: 0.0410
Epoch 1/5: 65%|██████████████████████████▏ | 148401/226747 [3:45:07<1:58:21, 11.03it/s][Batch 148400/226747] G_loss: 2.0829, D_loss: 0.1027
Epoch 1/5: 66%|██████████████████████████▏ | 148601/226747 [3:45:25<1:58:09, 11.02it/s][Batch 148600/226747] G_loss: 2.2923, D_loss: 0.1278
Epoch 1/5: 66%|██████████████████████████▏ | 148801/226747 [3:45:43<1:57:56, 11.02it/s][Batch 148800/226747] G_loss: 2.2512, D_loss: 0.0907
Epoch 1/5: 66%|██████████████████████████▎ | 149001/226747 [3:46:01<1:57:27, 11.03it/s][Batch 149000/226747] G_loss: 2.5796, D_loss: 0.0467
Epoch 1/5: 66%|██████████████████████████▎ | 149201/226747 [3:46:20<1:57:08, 11.03it/s][Batch 149200/226747] G_loss: 2.2243, D_loss: 0.1139
Epoch 1/5: 66%|██████████████████████████▎ | 149401/226747 [3:46:38<1:57:07, 11.01it/s][Batch 149400/226747] G_loss: 2.2669, D_loss: 0.0803
Epoch 1/5: 66%|██████████████████████████▍ | 149601/226747 [3:46:56<1:56:47, 11.01it/s][Batch 149600/226747] G_loss: 2.0363, D_loss: 0.1079
Epoch 1/5: 66%|██████████████████████████▍ | 149801/226747 [3:47:14<1:56:16, 11.03it/s][Batch 149800/226747] G_loss: 2.2102, D_loss: 0.0726
Epoch 1/5: 66%|██████████████████████████▍ | 150001/226747 [3:47:32<1:55:56, 11.03it/s][Batch 150000/226747] G_loss: 2.4086, D_loss: 0.0804
Epoch 1/5: 66%|██████████████████████████▍ | 150201/226747 [3:47:50<1:55:49, 11.01it/s][Batch 150200/226747] G_loss: 2.3388, D_loss: 0.0705
Epoch 1/5: 66%|██████████████████████████▌ | 150401/226747 [3:48:08<1:55:15, 11.04it/s][Batch 150400/226747] G_loss: 2.1827, D_loss: 0.0729
Epoch 1/5: 66%|██████████████████████████▌ | 150601/226747 [3:48:26<1:55:32, 10.98it/s][Batch 150600/226747] G_loss: 2.4936, D_loss: 0.0597
Epoch 1/5: 67%|██████████████████████████▌ | 150801/226747 [3:48:45<1:54:42, 11.03it/s][Batch 150800/226747] G_loss: 2.3682, D_loss: 0.0687
Epoch 1/5: 67%|██████████████████████████▋ | 151001/226747 [3:49:03<1:54:22, 11.04it/s][Batch 151000/226747] G_loss: 2.1482, D_loss: 0.0999
Epoch 1/5: 67%|██████████████████████████▋ | 151201/226747 [3:49:21<1:54:00, 11.04it/s][Batch 151200/226747] G_loss: 2.2697, D_loss: 0.0553
Epoch 1/5: 67%|██████████████████████████▋ | 151401/226747 [3:49:39<1:53:47, 11.04it/s][Batch 151400/226747] G_loss: 2.1151, D_loss: 0.1118
Epoch 1/5: 67%|██████████████████████████▋ | 151601/226747 [3:49:57<1:53:37, 11.02it/s][Batch 151600/226747] G_loss: 2.4256, D_loss: 0.0448
Epoch 1/5: 67%|██████████████████████████▊ | 151801/226747 [3:50:15<1:53:24, 11.01it/s][Batch 151800/226747] G_loss: 2.5823, D_loss: 0.0401
Epoch 1/5: 67%|██████████████████████████▊ | 152001/226747 [3:50:33<1:53:02, 11.02it/s][Batch 152000/226747] G_loss: 2.1528, D_loss: 0.1104
Epoch 1/5: 67%|██████████████████████████▊ | 152201/226747 [3:50:51<1:52:46, 11.02it/s][Batch 152200/226747] G_loss: 2.3190, D_loss: 0.0710
Epoch 1/5: 67%|██████████████████████████▉ | 152401/226747 [3:51:09<1:52:22, 11.03it/s][Batch 152400/226747] G_loss: 2.1454, D_loss: 0.0999
Epoch 1/5: 67%|██████████████████████████▉ | 152601/226747 [3:51:28<1:52:02, 11.03it/s][Batch 152600/226747] G_loss: 2.2576, D_loss: 0.0949
Epoch 1/5: 67%|██████████████████████████▉ | 152801/226747 [3:51:46<1:51:51, 11.02it/s][Batch 152800/226747] G_loss: 2.3834, D_loss: 0.0616
Epoch 1/5: 67%|██████████████████████████▉ | 153001/226747 [3:52:04<1:51:49, 10.99it/s][Batch 153000/226747] G_loss: 2.3489, D_loss: 0.0511
Epoch 1/5: 68%|███████████████████████████ | 153201/226747 [3:52:22<1:51:07, 11.03it/s][Batch 153200/226747] G_loss: 2.0466, D_loss: 0.0691
Epoch 1/5: 68%|███████████████████████████ | 153401/226747 [3:52:40<1:51:03, 11.01it/s][Batch 153400/226747] G_loss: 2.3744, D_loss: 0.0589
Epoch 1/5: 68%|███████████████████████████ | 153601/226747 [3:52:58<1:50:34, 11.03it/s][Batch 153600/226747] G_loss: 2.3240, D_loss: 0.0785
Epoch 1/5: 68%|███████████████████████████▏ | 153801/226747 [3:53:16<1:50:15, 11.03it/s][Batch 153800/226747] G_loss: 2.4945, D_loss: 0.0437
Epoch 1/5: 68%|███████████████████████████▏ | 154001/226747 [3:53:34<1:50:03, 11.02it/s][Batch 154000/226747] G_loss: 2.2159, D_loss: 0.0799
Epoch 1/5: 68%|███████████████████████████▏ | 154201/226747 [3:53:53<1:49:40, 11.02it/s][Batch 154200/226747] G_loss: 2.0927, D_loss: 0.1833
Epoch 1/5: 68%|███████████████████████████▏ | 154401/226747 [3:54:11<1:49:32, 11.01it/s][Batch 154400/226747] G_loss: 2.5779, D_loss: 0.0854
Epoch 1/5: 68%|███████████████████████████▎ | 154601/226747 [3:54:29<1:49:02, 11.03it/s][Batch 154600/226747] G_loss: 2.4934, D_loss: 0.0668
Epoch 1/5: 68%|███████████████████████████▎ | 154801/226747 [3:54:47<1:48:52, 11.01it/s][Batch 154800/226747] G_loss: 2.6092, D_loss: 0.0521
Epoch 1/5: 68%|███████████████████████████▎ | 155001/226747 [3:55:05<1:48:38, 11.01it/s][Batch 155000/226747] G_loss: 2.5391, D_loss: 0.0481
Epoch 1/5: 68%|███████████████████████████▍ | 155201/226747 [3:55:23<1:48:36, 10.98it/s][Batch 155200/226747] G_loss: 2.4417, D_loss: 0.0941
Epoch 1/5: 69%|███████████████████████████▍ | 155401/226747 [3:55:41<1:47:58, 11.01it/s][Batch 155400/226747] G_loss: 2.1943, D_loss: 0.0551
Epoch 1/5: 69%|███████████████████████████▍ | 155601/226747 [3:56:00<1:47:32, 11.03it/s][Batch 155600/226747] G_loss: 2.3668, D_loss: 0.0386
Epoch 1/5: 69%|███████████████████████████▍ | 155801/226747 [3:56:18<1:47:11, 11.03it/s][Batch 155800/226747] G_loss: 2.3285, D_loss: 0.0474
Epoch 1/5: 69%|███████████████████████████▌ | 156001/226747 [3:56:36<1:46:57, 11.02it/s][Batch 156000/226747] G_loss: 2.4593, D_loss: 0.0648
Epoch 1/5: 69%|███████████████████████████▌ | 156201/226747 [3:56:54<1:46:40, 11.02it/s][Batch 156200/226747] G_loss: 2.3833, D_loss: 0.0781
Epoch 1/5: 69%|███████████████████████████▌ | 156401/226747 [3:57:12<1:46:24, 11.02it/s][Batch 156400/226747] G_loss: 2.3788, D_loss: 0.0629
Epoch 1/5: 69%|███████████████████████████▋ | 156601/226747 [3:57:30<1:46:05, 11.02it/s][Batch 156600/226747] G_loss: 2.3308, D_loss: 0.0376
Epoch 1/5: 69%|███████████████████████████▋ | 156801/226747 [3:57:48<1:45:59, 11.00it/s][Batch 156800/226747] G_loss: 2.4031, D_loss: 0.1581
Epoch 1/5: 69%|███████████████████████████▋ | 157001/226747 [3:58:06<1:45:32, 11.01it/s][Batch 157000/226747] G_loss: 2.0534, D_loss: 0.1747
Epoch 1/5: 69%|███████████████████████████▋ | 157201/226747 [3:58:25<1:45:09, 11.02it/s][Batch 157200/226747] G_loss: 2.2948, D_loss: 0.0591
Epoch 1/5: 69%|███████████████████████████▊ | 157401/226747 [3:58:43<1:44:45, 11.03it/s][Batch 157400/226747] G_loss: 2.3547, D_loss: 0.0498
Epoch 1/5: 70%|███████████████████████████▊ | 157601/226747 [3:59:01<1:44:33, 11.02it/s][Batch 157600/226747] G_loss: 2.3428, D_loss: 0.0415
Epoch 1/5: 70%|███████████████████████████▊ | 157801/226747 [3:59:19<1:44:07, 11.04it/s][Batch 157800/226747] G_loss: 2.2380, D_loss: 0.0624
Epoch 1/5: 70%|███████████████████████████▊ | 158001/226747 [3:59:37<1:43:50, 11.03it/s][Batch 158000/226747] G_loss: 2.2843, D_loss: 0.0646
Epoch 1/5: 70%|███████████████████████████▉ | 158201/226747 [3:59:55<1:43:37, 11.02it/s][Batch 158200/226747] G_loss: 2.1951, D_loss: 0.0411
Epoch 1/5: 70%|███████████████████████████▉ | 158401/226747 [4:00:13<1:43:14, 11.03it/s][Batch 158400/226747] G_loss: 2.3911, D_loss: 0.0622
Epoch 1/5: 70%|███████████████████████████▉ | 158601/226747 [4:00:31<1:42:49, 11.05it/s][Batch 158600/226747] G_loss: 2.3235, D_loss: 0.0553
Epoch 1/5: 70%|████████████████████████████ | 158801/226747 [4:00:50<1:42:45, 11.02it/s][Batch 158800/226747] G_loss: 2.3237, D_loss: 0.0803
Epoch 1/5: 70%|████████████████████████████ | 159001/226747 [4:01:08<1:42:27, 11.02it/s][Batch 159000/226747] G_loss: 2.5172, D_loss: 0.0453
Epoch 1/5: 70%|████████████████████████████ | 159201/226747 [4:01:26<1:42:17, 11.01it/s][Batch 159200/226747] G_loss: 2.2931, D_loss: 0.1077
Epoch 1/5: 70%|████████████████████████████ | 159401/226747 [4:01:44<1:41:58, 11.01it/s][Batch 159400/226747] G_loss: 2.4683, D_loss: 0.0606
Epoch 1/5: 70%|████████████████████████████▏ | 159601/226747 [4:02:02<1:41:57, 10.98it/s][Batch 159600/226747] G_loss: 2.3944, D_loss: 0.0553
Epoch 1/5: 70%|████████████████████████████▏ | 159801/226747 [4:02:20<1:41:08, 11.03it/s][Batch 159800/226747] G_loss: 2.4123, D_loss: 0.0929
Epoch 1/5: 71%|████████████████████████████▏ | 160001/226747 [4:02:38<1:40:53, 11.03it/s][Batch 160000/226747] G_loss: 2.2711, D_loss: 0.0914
Epoch 1/5: 71%|████████████████████████████▎ | 160201/226747 [4:02:56<1:40:37, 11.02it/s][Batch 160200/226747] G_loss: 2.3575, D_loss: 0.0303
Epoch 1/5: 71%|████████████████████████████▎ | 160401/226747 [4:03:15<1:40:18, 11.02it/s][Batch 160400/226747] G_loss: 2.3563, D_loss: 0.0785
Epoch 1/5: 71%|████████████████████████████▎ | 160601/226747 [4:03:33<1:40:12, 11.00it/s][Batch 160600/226747] G_loss: 2.3626, D_loss: 0.0479
Epoch 1/5: 71%|████████████████████████████▎ | 160801/226747 [4:03:51<1:39:52, 11.00it/s][Batch 160800/226747] G_loss: 2.4018, D_loss: 0.0620
Epoch 1/5: 71%|████████████████████████████▍ | 161001/226747 [4:04:09<1:39:39, 10.99it/s][Batch 161000/226747] G_loss: 2.1670, D_loss: 0.0531
Epoch 1/5: 71%|████████████████████████████▍ | 161201/226747 [4:04:27<1:39:06, 11.02it/s][Batch 161200/226747] G_loss: 2.3648, D_loss: 0.1183
Epoch 1/5: 71%|████████████████████████████▍ | 161401/226747 [4:04:45<1:38:44, 11.03it/s][Batch 161400/226747] G_loss: 2.4852, D_loss: 0.0347
Epoch 1/5: 71%|████████████████████████████▌ | 161601/226747 [4:05:03<1:38:43, 11.00it/s][Batch 161600/226747] G_loss: 2.2928, D_loss: 0.0987
Epoch 1/5: 71%|████████████████████████████▌ | 161801/226747 [4:05:22<1:38:17, 11.01it/s][Batch 161800/226747] G_loss: 2.5205, D_loss: 0.0513
Epoch 1/5: 71%|████████████████████████████▌ | 162001/226747 [4:05:40<1:37:59, 11.01it/s][Batch 162000/226747] G_loss: 2.3665, D_loss: 0.0443
Epoch 1/5: 72%|████████████████████████████▌ | 162201/226747 [4:05:58<1:37:39, 11.02it/s][Batch 162200/226747] G_loss: 2.2641, D_loss: 0.0520
Epoch 1/5: 72%|████████████████████████████▋ | 162401/226747 [4:06:16<1:37:23, 11.01it/s][Batch 162400/226747] G_loss: 2.5615, D_loss: 0.0452
Epoch 1/5: 72%|████████████████████████████▋ | 162601/226747 [4:06:34<1:37:07, 11.01it/s][Batch 162600/226747] G_loss: 2.2588, D_loss: 0.0632
Epoch 1/5: 72%|████████████████████████████▋ | 162801/226747 [4:06:52<1:36:49, 11.01it/s][Batch 162800/226747] G_loss: 2.5093, D_loss: 0.0524
Epoch 1/5: 72%|████████████████████████████▊ | 163001/226747 [4:07:10<1:36:22, 11.02it/s][Batch 163000/226747] G_loss: 2.3321, D_loss: 0.0867
Epoch 1/5: 72%|████████████████████████████▊ | 163201/226747 [4:07:29<1:36:16, 11.00it/s][Batch 163200/226747] G_loss: 2.4795, D_loss: 0.0490
Epoch 1/5: 72%|████████████████████████████▊ | 163401/226747 [4:07:47<1:36:01, 10.99it/s][Batch 163400/226747] G_loss: 2.3891, D_loss: 0.0714
Epoch 1/5: 72%|████████████████████████████▊ | 163601/226747 [4:08:05<1:35:30, 11.02it/s][Batch 163600/226747] G_loss: 2.1584, D_loss: 0.0649
Epoch 1/5: 72%|████████████████████████████▉ | 163801/226747 [4:08:23<1:35:11, 11.02it/s][Batch 163800/226747] G_loss: 2.3472, D_loss: 0.0745
Epoch 1/5: 72%|████████████████████████████▉ | 164001/226747 [4:08:41<1:34:54, 11.02it/s][Batch 164000/226747] G_loss: 2.2728, D_loss: 0.0638
Epoch 1/5: 72%|████████████████████████████▉ | 164201/226747 [4:08:59<1:34:30, 11.03it/s][Batch 164200/226747] G_loss: 2.3951, D_loss: 0.0240
Epoch 1/5: 73%|█████████████████████████████ | 164401/226747 [4:09:18<1:34:53, 10.95it/s][Batch 164400/226747] G_loss: 2.3671, D_loss: 0.0671
Epoch 1/5: 73%|█████████████████████████████ | 164601/226747 [4:09:36<1:34:28, 10.96it/s][Batch 164600/226747] G_loss: 2.3319, D_loss: 0.0588
Epoch 1/5: 73%|█████████████████████████████ | 164801/226747 [4:09:54<1:33:42, 11.02it/s][Batch 164800/226747] G_loss: 2.2792, D_loss: 0.0654
Epoch 1/5: 73%|█████████████████████████████ | 165001/226747 [4:10:12<1:33:29, 11.01it/s][Batch 165000/226747] G_loss: 2.2571, D_loss: 0.0545
Epoch 1/5: 73%|█████████████████████████████▏ | 165201/226747 [4:10:30<1:33:07, 11.02it/s][Batch 165200/226747] G_loss: 2.2539, D_loss: 0.0957
Epoch 1/5: 73%|█████████████████████████████▏ | 165401/226747 [4:10:48<1:32:59, 11.00it/s][Batch 165400/226747] G_loss: 2.1282, D_loss: 0.1117
Epoch 1/5: 73%|█████████████████████████████▏ | 165601/226747 [4:11:06<1:32:50, 10.98it/s][Batch 165600/226747] G_loss: 2.4057, D_loss: 0.0589
Epoch 1/5: 73%|█████████████████████████████▏ | 165801/226747 [4:11:25<1:32:10, 11.02it/s][Batch 165800/226747] G_loss: 2.2349, D_loss: 0.0815
Epoch 1/5: 73%|█████████████████████████████▎ | 166001/226747 [4:11:43<1:31:54, 11.01it/s][Batch 166000/226747] G_loss: 2.1143, D_loss: 0.0790
Epoch 1/5: 73%|█████████████████████████████▎ | 166201/226747 [4:12:01<1:31:38, 11.01it/s][Batch 166200/226747] G_loss: 2.3167, D_loss: 0.0990
Epoch 1/5: 73%|█████████████████████████████▎ | 166401/226747 [4:12:19<1:31:28, 11.00it/s][Batch 166400/226747] G_loss: 2.2622, D_loss: 0.0654
Epoch 1/5: 73%|█████████████████████████████▍ | 166601/226747 [4:12:37<1:31:05, 11.00it/s][Batch 166600/226747] G_loss: 2.1882, D_loss: 0.0694
Epoch 1/5: 74%|█████████████████████████████▍ | 166801/226747 [4:12:55<1:30:43, 11.01it/s][Batch 166800/226747] G_loss: 2.4628, D_loss: 0.1006
Epoch 1/5: 74%|█████████████████████████████▍ | 167001/226747 [4:13:13<1:30:25, 11.01it/s][Batch 167000/226747] G_loss: 2.3480, D_loss: 0.0463
Epoch 1/5: 74%|█████████████████████████████▍ | 167201/226747 [4:13:32<1:30:04, 11.02it/s][Batch 167200/226747] G_loss: 2.3218, D_loss: 0.0640
Epoch 1/5: 74%|█████████████████████████████▌ | 167401/226747 [4:13:50<1:29:44, 11.02it/s][Batch 167400/226747] G_loss: 2.3563, D_loss: 0.0755
Epoch 1/5: 74%|█████████████████████████████▌ | 167601/226747 [4:14:08<1:29:27, 11.02it/s][Batch 167600/226747] G_loss: 2.2308, D_loss: 0.0728
Epoch 1/5: 74%|█████████████████████████████▌ | 167801/226747 [4:14:26<1:29:12, 11.01it/s][Batch 167800/226747] G_loss: 2.3826, D_loss: 0.0726
Epoch 1/5: 74%|█████████████████████████████▋ | 168001/226747 [4:14:44<1:28:44, 11.03it/s][Batch 168000/226747] G_loss: 2.2424, D_loss: 0.0587
Epoch 1/5: 74%|█████████████████████████████▋ | 168201/226747 [4:15:02<1:28:35, 11.01it/s][Batch 168200/226747] G_loss: 2.2258, D_loss: 0.0508
Epoch 1/5: 74%|█████████████████████████████▋ | 168401/226747 [4:15:20<1:28:16, 11.02it/s][Batch 168400/226747] G_loss: 2.1769, D_loss: 0.0692
Epoch 1/5: 74%|█████████████████████████████▋ | 168601/226747 [4:15:39<1:27:55, 11.02it/s][Batch 168600/226747] G_loss: 2.5277, D_loss: 0.0488
Epoch 1/5: 74%|█████████████████████████████▊ | 168801/226747 [4:15:57<1:27:44, 11.01it/s][Batch 168800/226747] G_loss: 2.3205, D_loss: 0.0613
Epoch 1/5: 75%|█████████████████████████████▊ | 169001/226747 [4:16:15<1:27:24, 11.01it/s][Batch 169000/226747] G_loss: 2.1729, D_loss: 0.0828
Epoch 1/5: 75%|█████████████████████████████▊ | 169201/226747 [4:16:33<1:26:59, 11.02it/s][Batch 169200/226747] G_loss: 2.2736, D_loss: 0.0679
Epoch 1/5: 75%|█████████████████████████████▉ | 169401/226747 [4:16:51<1:26:48, 11.01it/s][Batch 169400/226747] G_loss: 2.4450, D_loss: 0.0525
Epoch 1/5: 75%|█████████████████████████████▉ | 169601/226747 [4:17:09<1:26:25, 11.02it/s][Batch 169600/226747] G_loss: 2.1604, D_loss: 0.0932
Epoch 1/5: 75%|█████████████████████████████▉ | 169801/226747 [4:17:27<1:26:11, 11.01it/s][Batch 169800/226747] G_loss: 2.3731, D_loss: 0.1063
Epoch 1/5: 75%|█████████████████████████████▉ | 170001/226747 [4:17:46<1:25:46, 11.03it/s][Batch 170000/226747] G_loss: 2.2784, D_loss: 0.0610
Epoch 1/5: 75%|██████████████████████████████ | 170201/226747 [4:18:04<1:25:27, 11.03it/s][Batch 170200/226747] G_loss: 2.3660, D_loss: 0.0456
Epoch 1/5: 75%|██████████████████████████████ | 170401/226747 [4:18:22<1:25:08, 11.03it/s][Batch 170400/226747] G_loss: 2.5236, D_loss: 0.0742
Epoch 1/5: 75%|██████████████████████████████ | 170601/226747 [4:18:40<1:24:58, 11.01it/s][Batch 170600/226747] G_loss: 2.5722, D_loss: 0.0398
Epoch 1/5: 75%|██████████████████████████████▏ | 170801/226747 [4:18:58<1:24:36, 11.02it/s][Batch 170800/226747] G_loss: 2.2804, D_loss: 0.0853
Epoch 1/5: 75%|██████████████████████████████▏ | 171001/226747 [4:19:16<1:24:17, 11.02it/s][Batch 171000/226747] G_loss: 2.3936, D_loss: 0.0397
Epoch 1/5: 76%|██████████████████████████████▏ | 171201/226747 [4:19:34<1:24:05, 11.01it/s][Batch 171200/226747] G_loss: 2.3149, D_loss: 0.0528
Epoch 1/5: 76%|██████████████████████████████▏ | 171401/226747 [4:19:53<1:23:51, 11.00it/s][Batch 171400/226747] G_loss: 2.3101, D_loss: 0.0517
Epoch 1/5: 76%|██████████████████████████████▎ | 171601/226747 [4:20:11<1:23:32, 11.00it/s][Batch 171600/226747] G_loss: 2.3822, D_loss: 0.0985
Epoch 1/5: 76%|██████████████████████████████▎ | 171801/226747 [4:20:29<1:23:22, 10.98it/s][Batch 171800/226747] G_loss: 2.1738, D_loss: 0.0758
Epoch 1/5: 76%|██████████████████████████████▎ | 172001/226747 [4:20:47<1:22:53, 11.01it/s][Batch 172000/226747] G_loss: 2.4440, D_loss: 0.0753
Epoch 1/5: 76%|██████████████████████████████▍ | 172201/226747 [4:21:05<1:22:36, 11.01it/s][Batch 172200/226747] G_loss: 2.2947, D_loss: 0.2051
Epoch 1/5: 76%|██████████████████████████████▍ | 172401/226747 [4:21:23<1:22:13, 11.02it/s][Batch 172400/226747] G_loss: 2.4606, D_loss: 0.0914
Epoch 1/5: 76%|██████████████████████████████▍ | 172601/226747 [4:21:42<1:21:52, 11.02it/s][Batch 172600/226747] G_loss: 2.4725, D_loss: 0.0797
Epoch 1/5: 76%|██████████████████████████████▍ | 172801/226747 [4:22:00<1:22:04, 10.95it/s][Batch 172800/226747] G_loss: 2.2836, D_loss: 0.1123
Epoch 1/5: 76%|██████████████████████████████▌ | 173001/226747 [4:22:18<1:21:32, 10.99it/s][Batch 173000/226747] G_loss: 2.7399, D_loss: 0.0388
Epoch 1/5: 76%|██████████████████████████████▌ | 173201/226747 [4:22:36<1:21:01, 11.01it/s][Batch 173200/226747] G_loss: 2.2283, D_loss: 0.0541
Epoch 1/5: 76%|██████████████████████████████▌ | 173401/226747 [4:22:54<1:20:42, 11.02it/s][Batch 173400/226747] G_loss: 2.2655, D_loss: 0.0804
Epoch 1/5: 77%|██████████████████████████████▌ | 173601/226747 [4:23:12<1:20:29, 11.00it/s][Batch 173600/226747] G_loss: 2.2970, D_loss: 0.0605
Epoch 1/5: 77%|██████████████████████████████▋ | 173801/226747 [4:23:30<1:20:07, 11.01it/s][Batch 173800/226747] G_loss: 2.3488, D_loss: 0.1161
Epoch 1/5: 77%|██████████████████████████████▋ | 174001/226747 [4:23:49<1:19:46, 11.02it/s][Batch 174000/226747] G_loss: 2.0577, D_loss: 0.0890
Epoch 1/5: 77%|██████████████████████████████▋ | 174201/226747 [4:24:07<1:19:30, 11.01it/s][Batch 174200/226747] G_loss: 2.4388, D_loss: 0.0349
Epoch 1/5: 77%|██████████████████████████████▊ | 174401/226747 [4:24:25<1:19:09, 11.02it/s][Batch 174400/226747] G_loss: 2.1824, D_loss: 0.0621
Epoch 1/5: 77%|██████████████████████████████▊ | 174601/226747 [4:24:43<1:18:46, 11.03it/s][Batch 174600/226747] G_loss: 2.4241, D_loss: 0.1209
Epoch 1/5: 77%|██████████████████████████████▊ | 174801/226747 [4:25:01<1:18:53, 10.97it/s][Batch 174800/226747] G_loss: 2.6937, D_loss: 0.0576
Epoch 1/5: 77%|██████████████████████████████▊ | 175001/226747 [4:25:19<1:18:15, 11.02it/s][Batch 175000/226747] G_loss: 2.5601, D_loss: 0.0558
Epoch 1/5: 77%|██████████████████████████████▉ | 175201/226747 [4:25:37<1:18:03, 11.01it/s][Batch 175200/226747] G_loss: 2.4490, D_loss: 0.0639
Epoch 1/5: 77%|██████████████████████████████▉ | 175401/226747 [4:25:56<1:17:39, 11.02it/s][Batch 175400/226747] G_loss: 2.2732, D_loss: 0.0791
Epoch 1/5: 77%|██████████████████████████████▉ | 175601/226747 [4:26:14<1:17:28, 11.00it/s][Batch 175600/226747] G_loss: 2.3499, D_loss: 0.0617
Epoch 1/5: 78%|███████████████████████████████ | 175801/226747 [4:26:32<1:17:14, 10.99it/s][Batch 175800/226747] G_loss: 2.2471, D_loss: 0.0726
Epoch 1/5: 78%|███████████████████████████████ | 176001/226747 [4:26:50<1:17:03, 10.98it/s][Batch 176000/226747] G_loss: 2.3782, D_loss: 0.0711
Epoch 1/5: 78%|███████████████████████████████ | 176201/226747 [4:27:08<1:16:29, 11.01it/s][Batch 176200/226747] G_loss: 2.4301, D_loss: 0.0920
Epoch 1/5: 78%|███████████████████████████████ | 176401/226747 [4:27:26<1:16:11, 11.01it/s][Batch 176400/226747] G_loss: 2.2996, D_loss: 0.0505
Epoch 1/5: 78%|███████████████████████████████▏ | 176601/226747 [4:27:44<1:15:45, 11.03it/s][Batch 176600/226747] G_loss: 2.2113, D_loss: 0.0640
Epoch 1/5: 78%|███████████████████████████████▏ | 176801/226747 [4:28:03<1:15:31, 11.02it/s][Batch 176800/226747] G_loss: 2.1557, D_loss: 0.0748
Epoch 1/5: 78%|███████████████████████████████▏ | 177001/226747 [4:28:21<1:15:22, 11.00it/s][Batch 177000/226747] G_loss: 2.5647, D_loss: 0.0397
Epoch 1/5: 78%|███████████████████████████████▎ | 177201/226747 [4:28:39<1:14:57, 11.02it/s][Batch 177200/226747] G_loss: 2.2772, D_loss: 0.1061
Epoch 1/5: 78%|███████████████████████████████▎ | 177401/226747 [4:28:57<1:14:46, 11.00it/s][Batch 177400/226747] G_loss: 2.3786, D_loss: 0.0793
Epoch 1/5: 78%|███████████████████████████████▎ | 177601/226747 [4:29:15<1:14:21, 11.02it/s][Batch 177600/226747] G_loss: 2.3153, D_loss: 0.0500
Epoch 1/5: 78%|███████████████████████████████▎ | 177801/226747 [4:29:33<1:14:02, 11.02it/s][Batch 177800/226747] G_loss: 2.2778, D_loss: 0.0456
Epoch 1/5: 79%|███████████████████████████████▍ | 178001/226747 [4:29:51<1:13:43, 11.02it/s][Batch 178000/226747] G_loss: 2.6309, D_loss: 0.0516
Epoch 1/5: 79%|███████████████████████████████▍ | 178201/226747 [4:30:10<1:13:27, 11.02it/s][Batch 178200/226747] G_loss: 2.4897, D_loss: 0.0730
Epoch 1/5: 79%|███████████████████████████████▍ | 178401/226747 [4:30:28<1:13:11, 11.01it/s][Batch 178400/226747] G_loss: 2.2329, D_loss: 0.0759
Epoch 1/5: 79%|███████████████████████████████▌ | 178601/226747 [4:30:46<1:12:50, 11.02it/s][Batch 178600/226747] G_loss: 2.0658, D_loss: 0.0590
Epoch 1/5: 79%|███████████████████████████████▌ | 178801/226747 [4:31:04<1:12:23, 11.04it/s][Batch 178800/226747] G_loss: 2.3378, D_loss: 0.0485
Epoch 1/5: 79%|███████████████████████████████▌ | 179001/226747 [4:31:22<1:12:13, 11.02it/s][Batch 179000/226747] G_loss: 2.6750, D_loss: 0.0476
Epoch 1/5: 79%|███████████████████████████████▌ | 179201/226747 [4:31:40<1:11:55, 11.02it/s][Batch 179200/226747] G_loss: 2.3189, D_loss: 0.0842
Epoch 1/5: 79%|███████████████████████████████▋ | 179401/226747 [4:31:58<1:11:48, 10.99it/s][Batch 179400/226747] G_loss: 2.0286, D_loss: 0.0923
Epoch 1/5: 79%|███████████████████████████████▋ | 179601/226747 [4:32:17<1:11:20, 11.01it/s][Batch 179600/226747] G_loss: 2.3741, D_loss: 0.0681
Epoch 1/5: 79%|███████████████████████████████▋ | 179801/226747 [4:32:35<1:11:07, 11.00it/s][Batch 179800/226747] G_loss: 2.3604, D_loss: 0.0565
Epoch 1/5: 79%|███████████████████████████████▊ | 180001/226747 [4:32:53<1:10:41, 11.02it/s][Batch 180000/226747] G_loss: 2.3430, D_loss: 0.0628
Epoch 1/5: 79%|███████████████████████████████▊ | 180201/226747 [4:33:11<1:10:24, 11.02it/s][Batch 180200/226747] G_loss: 2.3876, D_loss: 0.0619
Epoch 1/5: 80%|███████████████████████████████▊ | 180401/226747 [4:33:29<1:10:06, 11.02it/s][Batch 180400/226747] G_loss: 2.3846, D_loss: 0.0598
Epoch 1/5: 80%|███████████████████████████████▊ | 180601/226747 [4:33:47<1:09:45, 11.03it/s][Batch 180600/226747] G_loss: 2.1096, D_loss: 0.1377
Epoch 1/5: 80%|███████████████████████████████▉ | 180801/226747 [4:34:06<1:09:30, 11.02it/s][Batch 180800/226747] G_loss: 2.3427, D_loss: 0.0734
Epoch 1/5: 80%|███████████████████████████████▉ | 181001/226747 [4:34:24<1:09:11, 11.02it/s][Batch 181000/226747] G_loss: 2.5419, D_loss: 0.0636
Epoch 1/5: 80%|███████████████████████████████▉ | 181201/226747 [4:34:42<1:08:54, 11.02it/s][Batch 181200/226747] G_loss: 2.2739, D_loss: 0.0609
Epoch 1/5: 80%|████████████████████████████████ | 181401/226747 [4:35:00<1:08:33, 11.02it/s][Batch 181400/226747] G_loss: 2.3732, D_loss: 0.1196
Epoch 1/5: 80%|████████████████████████████████ | 181601/226747 [4:35:18<1:08:18, 11.02it/s][Batch 181600/226747] G_loss: 2.1006, D_loss: 0.0938
Epoch 1/5: 80%|████████████████████████████████ | 181801/226747 [4:35:36<1:08:16, 10.97it/s][Batch 181800/226747] G_loss: 2.1256, D_loss: 0.0775
Epoch 1/5: 80%|████████████████████████████████ | 182001/226747 [4:35:54<1:07:44, 11.01it/s][Batch 182000/226747] G_loss: 2.1117, D_loss: 0.0700
Epoch 1/5: 80%|████████████████████████████████▏ | 182201/226747 [4:36:13<1:07:21, 11.02it/s][Batch 182200/226747] G_loss: 2.2516, D_loss: 0.0626
Epoch 1/5: 80%|████████████████████████████████▏ | 182401/226747 [4:36:31<1:07:03, 11.02it/s][Batch 182400/226747] G_loss: 2.4149, D_loss: 0.0468
Epoch 1/5: 81%|████████████████████████████████▏ | 182601/226747 [4:36:49<1:06:51, 11.01it/s][Batch 182600/226747] G_loss: 2.4691, D_loss: 0.0485
Epoch 1/5: 81%|████████████████████████████████▏ | 182801/226747 [4:37:07<1:06:32, 11.01it/s][Batch 182800/226747] G_loss: 2.4054, D_loss: 0.0721
Epoch 1/5: 81%|████████████████████████████████▎ | 183001/226747 [4:37:25<1:06:18, 10.99it/s][Batch 183000/226747] G_loss: 2.0457, D_loss: 0.1062
Epoch 1/5: 81%|████████████████████████████████▎ | 183201/226747 [4:37:43<1:05:52, 11.02it/s][Batch 183200/226747] G_loss: 2.3099, D_loss: 0.0413
Epoch 1/5: 81%|████████████████████████████████▎ | 183401/226747 [4:38:01<1:05:33, 11.02it/s][Batch 183400/226747] G_loss: 2.2832, D_loss: 0.0547
Epoch 1/5: 81%|████████████████████████████████▍ | 183601/226747 [4:38:20<1:05:12, 11.03it/s][Batch 183600/226747] G_loss: 2.2801, D_loss: 0.0882
Epoch 1/5: 81%|████████████████████████████████▍ | 183801/226747 [4:38:38<1:04:57, 11.02it/s][Batch 183800/226747] G_loss: 2.2841, D_loss: 0.1248
Epoch 1/5: 81%|████████████████████████████████▍ | 184001/226747 [4:38:56<1:04:41, 11.01it/s][Batch 184000/226747] G_loss: 2.3983, D_loss: 0.0463
Epoch 1/5: 81%|████████████████████████████████▍ | 184201/226747 [4:39:14<1:04:17, 11.03it/s][Batch 184200/226747] G_loss: 2.6494, D_loss: 0.0507
Epoch 1/5: 81%|████████████████████████████████▌ | 184401/226747 [4:39:32<1:04:01, 11.02it/s][Batch 184400/226747] G_loss: 2.2390, D_loss: 0.1111
Epoch 1/5: 81%|████████████████████████████████▌ | 184601/226747 [4:39:50<1:07:00, 10.48it/s][Batch 184600/226747] G_loss: 2.3296, D_loss: 0.1027
Epoch 1/5: 82%|████████████████████████████████▌ | 184801/226747 [4:40:09<1:03:40, 10.98it/s][Batch 184800/226747] G_loss: 2.3608, D_loss: 0.0739
Epoch 1/5: 82%|████████████████████████████████▋ | 185001/226747 [4:40:27<1:03:07, 11.02it/s][Batch 185000/226747] G_loss: 2.0268, D_loss: 0.1258
Epoch 1/5: 82%|████████████████████████████████▋ | 185201/226747 [4:40:45<1:03:09, 10.96it/s][Batch 185200/226747] G_loss: 2.3392, D_loss: 0.0402
Epoch 1/5: 82%|████████████████████████████████▋ | 185401/226747 [4:41:03<1:02:33, 11.01it/s][Batch 185400/226747] G_loss: 2.1146, D_loss: 0.0666
Epoch 1/5: 82%|████████████████████████████████▋ | 185601/226747 [4:41:21<1:02:16, 11.01it/s][Batch 185600/226747] G_loss: 2.3256, D_loss: 0.0294
Epoch 1/5: 82%|████████████████████████████████▊ | 185801/226747 [4:41:39<1:01:56, 11.02it/s][Batch 185800/226747] G_loss: 2.4067, D_loss: 0.0381
Epoch 1/5: 82%|████████████████████████████████▊ | 186001/226747 [4:41:58<1:01:43, 11.00it/s][Batch 186000/226747] G_loss: 1.9697, D_loss: 0.1156
Epoch 1/5: 82%|████████████████████████████████▊ | 186201/226747 [4:42:16<1:01:16, 11.03it/s][Batch 186200/226747] G_loss: 2.2585, D_loss: 0.0854
Epoch 1/5: 82%|████████████████████████████████▉ | 186401/226747 [4:42:34<1:01:00, 11.02it/s][Batch 186400/226747] G_loss: 2.2343, D_loss: 0.0671
Epoch 1/5: 82%|████████████████████████████████▉ | 186601/226747 [4:42:52<1:00:39, 11.03it/s][Batch 186600/226747] G_loss: 2.4680, D_loss: 0.0616
Epoch 1/5: 82%|████████████████████████████████▉ | 186801/226747 [4:43:10<1:00:20, 11.03it/s][Batch 186800/226747] G_loss: 2.2511, D_loss: 0.0692
Epoch 1/5: 82%|████████████████████████████████▉ | 187001/226747 [4:43:28<1:00:11, 11.01it/s][Batch 187000/226747] G_loss: 2.0545, D_loss: 0.0773
Epoch 1/5: 83%|██████████████████████████████████▋ | 187201/226747 [4:43:46<59:46, 11.03it/s][Batch 187200/226747] G_loss: 2.5577, D_loss: 0.0737
Epoch 1/5: 83%|██████████████████████████████████▋ | 187401/226747 [4:44:05<59:32, 11.01it/s][Batch 187400/226747] G_loss: 2.3819, D_loss: 0.0741
Epoch 1/5: 83%|██████████████████████████████████▋ | 187601/226747 [4:44:23<59:15, 11.01it/s][Batch 187600/226747] G_loss: 2.3239, D_loss: 0.0357
Epoch 1/5: 83%|██████████████████████████████████▊ | 187801/226747 [4:44:41<58:56, 11.01it/s][Batch 187800/226747] G_loss: 2.2145, D_loss: 0.0838
Epoch 1/5: 83%|██████████████████████████████████▊ | 188001/226747 [4:44:59<58:36, 11.02it/s][Batch 188000/226747] G_loss: 2.3022, D_loss: 0.0593
Epoch 1/5: 83%|██████████████████████████████████▊ | 188201/226747 [4:45:17<58:13, 11.03it/s][Batch 188200/226747] G_loss: 2.6454, D_loss: 0.0419
Epoch 1/5: 83%|██████████████████████████████████▉ | 188401/226747 [4:45:35<58:02, 11.01it/s][Batch 188400/226747] G_loss: 2.2112, D_loss: 0.0816
Epoch 1/5: 83%|██████████████████████████████████▉ | 188601/226747 [4:45:53<57:40, 11.02it/s][Batch 188600/226747] G_loss: 2.2908, D_loss: 0.0754
Epoch 1/5: 83%|██████████████████████████████████▉ | 188801/226747 [4:46:12<57:24, 11.02it/s][Batch 188800/226747] G_loss: 2.4349, D_loss: 0.0485
Epoch 1/5: 83%|███████████████████████████████████ | 189001/226747 [4:46:30<57:04, 11.02it/s][Batch 189000/226747] G_loss: 2.1555, D_loss: 0.0744
Epoch 1/5: 83%|███████████████████████████████████ | 189201/226747 [4:46:48<56:45, 11.02it/s][Batch 189200/226747] G_loss: 2.2591, D_loss: 0.0774
Epoch 1/5: 84%|███████████████████████████████████ | 189401/226747 [4:47:06<56:34, 11.00it/s][Batch 189400/226747] G_loss: 2.3646, D_loss: 0.0483
Epoch 1/5: 84%|███████████████████████████████████ | 189601/226747 [4:47:24<56:07, 11.03it/s][Batch 189600/226747] G_loss: 2.3326, D_loss: 0.0844
Epoch 1/5: 84%|███████████████████████████████████▏ | 189801/226747 [4:47:42<56:05, 10.98it/s][Batch 189800/226747] G_loss: 2.2547, D_loss: 0.0998
Epoch 1/5: 84%|███████████████████████████████████▏ | 190001/226747 [4:48:00<55:36, 11.01it/s][Batch 190000/226747] G_loss: 2.3901, D_loss: 0.0725
Epoch 1/5: 84%|███████████████████████████████████▏ | 190201/226747 [4:48:19<55:18, 11.01it/s][Batch 190200/226747] G_loss: 2.2505, D_loss: 0.0411
Epoch 1/5: 84%|███████████████████████████████████▎ | 190401/226747 [4:48:37<54:59, 11.01it/s][Batch 190400/226747] G_loss: 2.3538, D_loss: 0.0449
Epoch 1/5: 84%|███████████████████████████████████▎ | 190601/226747 [4:48:55<54:36, 11.03it/s][Batch 190600/226747] G_loss: 2.3621, D_loss: 0.0357
Epoch 1/5: 84%|███████████████████████████████████▎ | 190801/226747 [4:49:13<54:21, 11.02it/s][Batch 190800/226747] G_loss: 2.2978, D_loss: 0.0606
Epoch 1/5: 84%|███████████████████████████████████▍ | 191001/226747 [4:49:31<54:25, 10.95it/s][Batch 191000/226747] G_loss: 2.3303, D_loss: 0.0801
Epoch 1/5: 84%|███████████████████████████████████▍ | 191201/226747 [4:49:49<53:45, 11.02it/s][Batch 191200/226747] G_loss: 2.6864, D_loss: 0.0585
Epoch 1/5: 84%|███████████████████████████████████▍ | 191401/226747 [4:50:07<53:31, 11.01it/s][Batch 191400/226747] G_loss: 2.5583, D_loss: 0.0483
Epoch 1/5: 84%|███████████████████████████████████▍ | 191601/226747 [4:50:26<53:08, 11.02it/s][Batch 191600/226747] G_loss: 2.3511, D_loss: 0.0499
Epoch 1/5: 85%|███████████████████████████████████▌ | 191801/226747 [4:50:44<52:59, 10.99it/s][Batch 191800/226747] G_loss: 2.5285, D_loss: 0.0628
Epoch 1/5: 85%|███████████████████████████████████▌ | 192001/226747 [4:51:02<52:33, 11.02it/s][Batch 192000/226747] G_loss: 2.2541, D_loss: 0.0813
Epoch 1/5: 85%|███████████████████████████████████▌ | 192201/226747 [4:51:20<52:28, 10.97it/s][Batch 192200/226747] G_loss: 2.2781, D_loss: 0.0629
Epoch 1/5: 85%|███████████████████████████████████▋ | 192401/226747 [4:51:38<51:55, 11.02it/s][Batch 192400/226747] G_loss: 2.4350, D_loss: 0.0592
Epoch 1/5: 85%|███████████████████████████████████▋ | 192601/226747 [4:51:56<51:41, 11.01it/s][Batch 192600/226747] G_loss: 2.4996, D_loss: 0.0237
Epoch 1/5: 85%|███████████████████████████████████▋ | 192801/226747 [4:52:14<51:23, 11.01it/s][Batch 192800/226747] G_loss: 2.3086, D_loss: 0.0945
Epoch 1/5: 85%|███████████████████████████████████▋ | 193001/226747 [4:52:33<51:03, 11.02it/s][Batch 193000/226747] G_loss: 2.2240, D_loss: 0.0840
Epoch 1/5: 85%|███████████████████████████████████▊ | 193201/226747 [4:52:51<50:42, 11.03it/s][Batch 193200/226747] G_loss: 2.1018, D_loss: 0.0624
Epoch 1/5: 85%|███████████████████████████████████▊ | 193401/226747 [4:53:09<50:29, 11.01it/s][Batch 193400/226747] G_loss: 2.2363, D_loss: 0.0462
Epoch 1/5: 85%|███████████████████████████████████▊ | 193601/226747 [4:53:27<50:09, 11.01it/s][Batch 193600/226747] G_loss: 2.3926, D_loss: 0.0496
Epoch 1/5: 85%|███████████████████████████████████▉ | 193801/226747 [4:53:45<49:44, 11.04it/s][Batch 193800/226747] G_loss: 2.4442, D_loss: 0.0673
Epoch 1/5: 86%|███████████████████████████████████▉ | 194001/226747 [4:54:03<49:29, 11.03it/s][Batch 194000/226747] G_loss: 2.6990, D_loss: 0.0474
Epoch 1/5: 86%|███████████████████████████████████▉ | 194201/226747 [4:54:22<49:15, 11.01it/s][Batch 194200/226747] G_loss: 1.9236, D_loss: 0.1819
Epoch 1/5: 86%|████████████████████████████████████ | 194401/226747 [4:54:40<49:01, 11.00it/s][Batch 194400/226747] G_loss: 2.3015, D_loss: 0.0516
Epoch 1/5: 86%|████████████████████████████████████ | 194601/226747 [4:54:58<48:40, 11.01it/s][Batch 194600/226747] G_loss: 2.1848, D_loss: 0.0725
Epoch 1/5: 86%|████████████████████████████████████ | 194801/226747 [4:55:16<48:24, 11.00it/s][Batch 194800/226747] G_loss: 2.3240, D_loss: 0.0472
Epoch 1/5: 86%|████████████████████████████████████ | 195001/226747 [4:55:34<48:05, 11.00it/s][Batch 195000/226747] G_loss: 2.3120, D_loss: 0.0637
Epoch 1/5: 86%|████████████████████████████████████▏ | 195201/226747 [4:55:52<47:46, 11.00it/s][Batch 195200/226747] G_loss: 2.3623, D_loss: 0.0581
Epoch 1/5: 86%|████████████████████████████████████▏ | 195401/226747 [4:56:10<47:27, 11.01it/s][Batch 195400/226747] G_loss: 2.3666, D_loss: 0.0627
Epoch 1/5: 86%|████████████████████████████████████▏ | 195601/226747 [4:56:29<47:17, 10.98it/s][Batch 195600/226747] G_loss: 2.4914, D_loss: 0.0398
Epoch 1/5: 86%|████████████████████████████████████▎ | 195801/226747 [4:56:47<46:52, 11.00it/s][Batch 195800/226747] G_loss: 2.4019, D_loss: 0.0435
Epoch 1/5: 86%|████████████████████████████████████▎ | 196001/226747 [4:57:05<46:28, 11.03it/s][Batch 196000/226747] G_loss: 2.2018, D_loss: 0.0387
Epoch 1/5: 87%|████████████████████████████████████▎ | 196201/226747 [4:57:23<46:13, 11.02it/s][Batch 196200/226747] G_loss: 2.2692, D_loss: 0.0625
Epoch 1/5: 87%|████████████████████████████████████▍ | 196401/226747 [4:57:41<45:55, 11.01it/s][Batch 196400/226747] G_loss: 2.3697, D_loss: 0.0343
Epoch 1/5: 87%|████████████████████████████████████▍ | 196601/226747 [4:57:59<45:27, 11.05it/s][Batch 196600/226747] G_loss: 2.4821, D_loss: 0.0554
Epoch 1/5: 87%|████████████████████████████████████▍ | 196801/226747 [4:58:18<45:19, 11.01it/s][Batch 196800/226747] G_loss: 1.9807, D_loss: 0.0949
Epoch 1/5: 87%|████████████████████████████████████▍ | 197001/226747 [4:58:36<44:59, 11.02it/s][Batch 197000/226747] G_loss: 2.2758, D_loss: 0.0927
Epoch 1/5: 87%|████████████████████████████████████▌ | 197201/226747 [4:58:54<44:45, 11.00it/s][Batch 197200/226747] G_loss: 2.3008, D_loss: 0.0817
Epoch 1/5: 87%|████████████████████████████████████▌ | 197401/226747 [4:59:12<44:23, 11.02it/s][Batch 197400/226747] G_loss: 2.1485, D_loss: 0.0632
Epoch 1/5: 87%|████████████████████████████████████▌ | 197601/226747 [4:59:30<44:06, 11.01it/s][Batch 197600/226747] G_loss: 2.1174, D_loss: 0.0829
Epoch 1/5: 87%|████████████████████████████████████▋ | 197801/226747 [4:59:48<43:49, 11.01it/s][Batch 197800/226747] G_loss: 2.2624, D_loss: 0.0656
Epoch 1/5: 87%|████████████████████████████████████▋ | 198001/226747 [5:00:06<43:29, 11.02it/s][Batch 198000/226747] G_loss: 2.0026, D_loss: 0.1806
Epoch 1/5: 87%|████████████████████████████████████▋ | 198201/226747 [5:00:24<43:10, 11.02it/s][Batch 198200/226747] G_loss: 2.3974, D_loss: 0.0493
Epoch 1/5: 87%|████████████████████████████████████▋ | 198401/226747 [5:00:43<42:54, 11.01it/s][Batch 198400/226747] G_loss: 2.4235, D_loss: 0.0641
Epoch 1/5: 88%|████████████████████████████████████▊ | 198601/226747 [5:01:01<42:38, 11.00it/s][Batch 198600/226747] G_loss: 2.1167, D_loss: 0.1124
Epoch 1/5: 88%|████████████████████████████████████▊ | 198801/226747 [5:01:19<42:16, 11.02it/s][Batch 198800/226747] G_loss: 2.3278, D_loss: 0.0618
Epoch 1/5: 88%|████████████████████████████████████▊ | 199001/226747 [5:01:37<41:59, 11.01it/s][Batch 199000/226747] G_loss: 2.2284, D_loss: 0.0881
Epoch 1/5: 88%|████████████████████████████████████▉ | 199201/226747 [5:01:55<41:36, 11.03it/s][Batch 199200/226747] G_loss: 2.3811, D_loss: 0.0558
Epoch 1/5: 88%|████████████████████████████████████▉ | 199401/226747 [5:02:13<41:25, 11.00it/s][Batch 199400/226747] G_loss: 2.4335, D_loss: 0.0417
Epoch 1/5: 88%|████████████████████████████████████▉ | 199601/226747 [5:02:32<41:04, 11.01it/s][Batch 199600/226747] G_loss: 2.1502, D_loss: 0.1495
Epoch 1/5: 88%|█████████████████████████████████████ | 199801/226747 [5:02:50<40:42, 11.03it/s][Batch 199800/226747] G_loss: 2.1795, D_loss: 0.0848
Epoch 1/5: 88%|█████████████████████████████████████ | 200001/226747 [5:03:08<40:27, 11.02it/s][Batch 200000/226747] G_loss: 2.4665, D_loss: 0.0602
Epoch 1/5: 88%|█████████████████████████████████████ | 200201/226747 [5:03:26<40:18, 10.98it/s][Batch 200200/226747] G_loss: 2.2095, D_loss: 0.0936
Epoch 1/5: 88%|█████████████████████████████████████ | 200401/226747 [5:03:44<39:50, 11.02it/s][Batch 200400/226747] G_loss: 2.2519, D_loss: 0.0712
Epoch 1/5: 88%|█████████████████████████████████████▏ | 200601/226747 [5:04:02<39:31, 11.03it/s][Batch 200600/226747] G_loss: 2.3862, D_loss: 0.0533
Epoch 1/5: 89%|█████████████████████████████████████▏ | 200801/226747 [5:04:20<39:11, 11.03it/s][Batch 200800/226747] G_loss: 2.4158, D_loss: 0.0522
Epoch 1/5: 89%|█████████████████████████████████████▏ | 201001/226747 [5:04:38<38:57, 11.02it/s][Batch 201000/226747] G_loss: 2.2538, D_loss: 0.0430
Epoch 1/5: 89%|█████████████████████████████████████▎ | 201201/226747 [5:04:57<38:37, 11.02it/s][Batch 201200/226747] G_loss: 2.5210, D_loss: 0.0609
Epoch 1/5: 89%|█████████████████████████████████████▎ | 201401/226747 [5:05:15<38:30, 10.97it/s][Batch 201400/226747] G_loss: 2.2632, D_loss: 0.0843
Epoch 1/5: 89%|█████████████████████████████████████▎ | 201601/226747 [5:05:33<38:02, 11.02it/s][Batch 201600/226747] G_loss: 2.2664, D_loss: 0.0672
Epoch 1/5: 89%|█████████████████████████████████████▍ | 201801/226747 [5:05:51<37:45, 11.01it/s][Batch 201800/226747] G_loss: 2.1769, D_loss: 0.0932
Epoch 1/5: 89%|█████████████████████████████████████▍ | 202001/226747 [5:06:09<37:27, 11.01it/s][Batch 202000/226747] G_loss: 2.3682, D_loss: 0.0463
Epoch 1/5: 89%|█████████████████████████████████████▍ | 202201/226747 [5:06:27<37:06, 11.02it/s][Batch 202200/226747] G_loss: 2.1354, D_loss: 0.0939
Epoch 1/5: 89%|█████████████████████████████████████▍ | 202401/226747 [5:06:45<36:48, 11.02it/s][Batch 202400/226747] G_loss: 2.2984, D_loss: 0.0373
Epoch 1/5: 89%|█████████████████████████████████████▌ | 202601/226747 [5:07:04<36:39, 10.98it/s][Batch 202600/226747] G_loss: 2.1504, D_loss: 0.0863
Epoch 1/5: 89%|█████████████████████████████████████▌ | 202801/226747 [5:07:22<36:11, 11.03it/s][Batch 202800/226747] G_loss: 2.2262, D_loss: 0.0765
Epoch 1/5: 90%|█████████████████████████████████████▌ | 203001/226747 [5:07:40<35:56, 11.01it/s][Batch 203000/226747] G_loss: 2.3601, D_loss: 0.0501
Epoch 1/5: 90%|█████████████████████████████████████▋ | 203201/226747 [5:07:58<35:36, 11.02it/s][Batch 203200/226747] G_loss: 2.2903, D_loss: 0.0469
Epoch 1/5: 90%|█████████████████████████████████████▋ | 203401/226747 [5:08:16<35:15, 11.04it/s][Batch 203400/226747] G_loss: 2.4116, D_loss: 0.0688
Epoch 1/5: 90%|█████████████████████████████████████▋ | 203601/226747 [5:08:34<35:01, 11.01it/s][Batch 203600/226747] G_loss: 2.0545, D_loss: 0.1000
Epoch 1/5: 90%|█████████████████████████████████████▋ | 203801/226747 [5:08:52<34:40, 11.03it/s][Batch 203800/226747] G_loss: 2.1397, D_loss: 0.0631
Epoch 1/5: 90%|█████████████████████████████████████▊ | 204001/226747 [5:09:11<34:20, 11.04it/s][Batch 204000/226747] G_loss: 2.2855, D_loss: 0.0489
Epoch 1/5: 90%|█████████████████████████████████████▊ | 204201/226747 [5:09:29<33:59, 11.05it/s][Batch 204200/226747] G_loss: 2.2638, D_loss: 0.0729
Epoch 1/5: 90%|█████████████████████████████████████▊ | 204401/226747 [5:09:47<33:44, 11.04it/s][Batch 204400/226747] G_loss: 2.4219, D_loss: 0.0505
Epoch 1/5: 90%|█████████████████████████████████████▉ | 204601/226747 [5:10:05<33:30, 11.02it/s][Batch 204600/226747] G_loss: 2.3291, D_loss: 0.0712
Epoch 1/5: 90%|█████████████████████████████████████▉ | 204801/226747 [5:10:23<33:18, 10.98it/s][Batch 204800/226747] G_loss: 2.4269, D_loss: 0.0656
Epoch 1/5: 90%|█████████████████████████████████████▉ | 205001/226747 [5:10:41<32:55, 11.01it/s][Batch 205000/226747] G_loss: 2.3115, D_loss: 0.0476
Epoch 1/5: 90%|██████████████████████████████████████ | 205201/226747 [5:10:59<32:30, 11.05it/s][Batch 205200/226747] G_loss: 2.4791, D_loss: 0.0503
Epoch 1/5: 91%|██████████████████████████████████████ | 205401/226747 [5:11:17<32:16, 11.02it/s][Batch 205400/226747] G_loss: 2.2351, D_loss: 0.0773
Epoch 1/5: 91%|██████████████████████████████████████ | 205601/226747 [5:11:36<31:58, 11.02it/s][Batch 205600/226747] G_loss: 2.3853, D_loss: 0.0403
Epoch 1/5: 91%|██████████████████████████████████████ | 205801/226747 [5:11:54<31:38, 11.03it/s][Batch 205800/226747] G_loss: 2.5769, D_loss: 0.0731
Epoch 1/5: 91%|██████████████████████████████████████▏ | 206001/226747 [5:12:12<31:21, 11.03it/s][Batch 206000/226747] G_loss: 2.3790, D_loss: 0.0439
Epoch 1/5: 91%|██████████████████████████████████████▏ | 206201/226747 [5:12:30<31:04, 11.02it/s][Batch 206200/226747] G_loss: 2.2482, D_loss: 0.0547
Epoch 1/5: 91%|██████████████████████████████████████▏ | 206401/226747 [5:12:48<30:46, 11.02it/s][Batch 206400/226747] G_loss: 2.2952, D_loss: 0.0456
Epoch 1/5: 91%|██████████████████████████████████████▎ | 206601/226747 [5:13:06<30:27, 11.02it/s][Batch 206600/226747] G_loss: 2.4049, D_loss: 0.0633
Epoch 1/5: 91%|██████████████████████████████████████▎ | 206801/226747 [5:13:24<30:08, 11.03it/s][Batch 206800/226747] G_loss: 2.3624, D_loss: 0.0513
Epoch 1/5: 91%|██████████████████████████████████████▎ | 207001/226747 [5:13:42<29:49, 11.03it/s][Batch 207000/226747] G_loss: 2.3082, D_loss: 0.0530
Epoch 1/5: 91%|██████████████████████████████████████▍ | 207201/226747 [5:14:00<29:38, 10.99it/s][Batch 207200/226747] G_loss: 2.1224, D_loss: 0.0740
Epoch 1/5: 91%|██████████████████████████████████████▍ | 207401/226747 [5:14:19<29:14, 11.03it/s][Batch 207400/226747] G_loss: 2.3794, D_loss: 0.0366
Epoch 1/5: 92%|██████████████████████████████████████▍ | 207601/226747 [5:14:37<28:57, 11.02it/s][Batch 207600/226747] G_loss: 2.3187, D_loss: 0.0536
Epoch 1/5: 92%|██████████████████████████████████████▍ | 207801/226747 [5:14:55<28:37, 11.03it/s][Batch 207800/226747] G_loss: 2.4955, D_loss: 0.0883
Epoch 1/5: 92%|██████████████████████████████████████▌ | 208001/226747 [5:15:13<28:17, 11.05it/s][Batch 208000/226747] G_loss: 2.3696, D_loss: 0.1075
Epoch 1/5: 92%|██████████████████████████████████████▌ | 208201/226747 [5:15:31<28:02, 11.02it/s][Batch 208200/226747] G_loss: 2.3666, D_loss: 0.0468
Epoch 1/5: 92%|██████████████████████████████████████▌ | 208401/226747 [5:15:49<27:44, 11.02it/s][Batch 208400/226747] G_loss: 2.0981, D_loss: 0.3097
Epoch 1/5: 92%|██████████████████████████████████████▋ | 208601/226747 [5:16:07<27:22, 11.05it/s][Batch 208600/226747] G_loss: 2.2362, D_loss: 0.1797
Epoch 1/5: 92%|██████████████████████████████████████▋ | 208801/226747 [5:16:26<27:14, 10.98it/s][Batch 208800/226747] G_loss: 2.1532, D_loss: 0.1204
Epoch 1/5: 92%|██████████████████████████████████████▋ | 209001/226747 [5:16:44<26:47, 11.04it/s][Batch 209000/226747] G_loss: 2.8278, D_loss: 0.0975
Epoch 1/5: 92%|██████████████████████████████████████▋ | 209201/226747 [5:17:02<26:31, 11.03it/s][Batch 209200/226747] G_loss: 2.4746, D_loss: 0.1217
Epoch 1/5: 92%|██████████████████████████████████████▊ | 209401/226747 [5:17:20<26:12, 11.03it/s][Batch 209400/226747] G_loss: 2.4440, D_loss: 0.1208
Epoch 1/5: 92%|██████████████████████████████████████▊ | 209601/226747 [5:17:38<25:55, 11.03it/s][Batch 209600/226747] G_loss: 2.2742, D_loss: 0.0779
Epoch 1/5: 93%|██████████████████████████████████████▊ | 209801/226747 [5:17:56<25:38, 11.02it/s][Batch 209800/226747] G_loss: 2.6377, D_loss: 0.0502
Epoch 1/5: 93%|██████████████████████████████████████▉ | 210001/226747 [5:18:14<25:19, 11.02it/s][Batch 210000/226747] G_loss: 2.3781, D_loss: 0.0899
Epoch 1/5: 93%|██████████████████████████████████████▉ | 210201/226747 [5:18:32<25:01, 11.02it/s][Batch 210200/226747] G_loss: 2.2840, D_loss: 0.0546
Epoch 1/5: 93%|██████████████████████████████████████▉ | 210401/226747 [5:18:51<24:41, 11.03it/s][Batch 210400/226747] G_loss: 2.4511, D_loss: 0.0931
Epoch 1/5: 93%|███████████████████████████████████████ | 210601/226747 [5:19:09<24:28, 10.99it/s][Batch 210600/226747] G_loss: 2.2366, D_loss: 0.0674
Epoch 1/5: 93%|███████████████████████████████████████ | 210801/226747 [5:19:27<24:07, 11.02it/s][Batch 210800/226747] G_loss: 2.3392, D_loss: 0.0783
Epoch 1/5: 93%|███████████████████████████████████████ | 211001/226747 [5:19:45<23:49, 11.02it/s][Batch 211000/226747] G_loss: 2.3367, D_loss: 0.0749
Epoch 1/5: 93%|███████████████████████████████████████ | 211201/226747 [5:20:03<23:29, 11.03it/s][Batch 211200/226747] G_loss: 2.4884, D_loss: 0.0853
Epoch 1/5: 93%|███████████████████████████████████████▏ | 211401/226747 [5:20:21<23:09, 11.04it/s][Batch 211400/226747] G_loss: 2.4935, D_loss: 0.0365
Epoch 1/5: 93%|███████████████████████████████████████▏ | 211601/226747 [5:20:39<22:53, 11.03it/s][Batch 211600/226747] G_loss: 2.3512, D_loss: 0.0851
Epoch 1/5: 93%|███████████████████████████████████████▏ | 211801/226747 [5:20:57<22:39, 11.00it/s][Batch 211800/226747] G_loss: 2.3573, D_loss: 0.0367
Epoch 1/5: 93%|███████████████████████████████████████▎ | 212001/226747 [5:21:16<22:16, 11.03it/s][Batch 212000/226747] G_loss: 2.4157, D_loss: 0.0667
Epoch 1/5: 94%|███████████████████████████████████████▎ | 212201/226747 [5:21:34<21:59, 11.03it/s][Batch 212200/226747] G_loss: 2.2930, D_loss: 0.1184
Epoch 1/5: 94%|███████████████████████████████████████▎ | 212401/226747 [5:21:52<21:40, 11.03it/s][Batch 212400/226747] G_loss: 2.1962, D_loss: 0.0642
Epoch 1/5: 94%|███████████████████████████████████████▍ | 212601/226747 [5:22:10<21:29, 10.97it/s][Batch 212600/226747] G_loss: 2.5417, D_loss: 0.0707
Epoch 1/5: 94%|███████████████████████████████████████▍ | 212801/226747 [5:22:28<21:09, 10.99it/s][Batch 212800/226747] G_loss: 2.4790, D_loss: 0.0880
Epoch 1/5: 94%|███████████████████████████████████████▍ | 213001/226747 [5:22:46<20:50, 10.99it/s][Batch 213000/226747] G_loss: 2.0145, D_loss: 0.1172
Epoch 1/5: 94%|███████████████████████████████████████▍ | 213201/226747 [5:23:04<20:27, 11.04it/s][Batch 213200/226747] G_loss: 2.2928, D_loss: 0.0643
Epoch 1/5: 94%|███████████████████████████████████████▌ | 213401/226747 [5:23:23<20:10, 11.03it/s][Batch 213400/226747] G_loss: 2.5254, D_loss: 0.0614
Epoch 1/5: 94%|███████████████████████████████████████▌ | 213601/226747 [5:23:41<19:53, 11.01it/s][Batch 213600/226747] G_loss: 2.1271, D_loss: 0.0740
Epoch 1/5: 94%|███████████████████████████████████████▌ | 213801/226747 [5:23:59<19:33, 11.03it/s][Batch 213800/226747] G_loss: 2.3055, D_loss: 0.0529
Epoch 1/5: 94%|███████████████████████████████████████▋ | 214001/226747 [5:24:17<19:14, 11.04it/s][Batch 214000/226747] G_loss: 2.2256, D_loss: 0.0871
Epoch 1/5: 94%|███████████████████████████████████████▋ | 214201/226747 [5:24:35<18:57, 11.03it/s][Batch 214200/226747] G_loss: 2.2983, D_loss: 0.0758
Epoch 1/5: 95%|███████████████████████████████████████▋ | 214401/226747 [5:24:53<18:38, 11.04it/s][Batch 214400/226747] G_loss: 2.4840, D_loss: 0.0345
Epoch 1/5: 95%|███████████████████████████████████████▊ | 214601/226747 [5:25:11<18:20, 11.04it/s][Batch 214600/226747] G_loss: 2.5052, D_loss: 0.0686
Epoch 1/5: 95%|███████████████████████████████████████▊ | 214801/226747 [5:25:29<18:03, 11.03it/s][Batch 214800/226747] G_loss: 2.5051, D_loss: 0.0413
Epoch 1/5: 95%|███████████████████████████████████████▊ | 215001/226747 [5:25:47<17:43, 11.04it/s][Batch 215000/226747] G_loss: 2.2874, D_loss: 0.0843
Epoch 1/5: 95%|███████████████████████████████████████▊ | 215201/226747 [5:26:06<17:27, 11.02it/s][Batch 215200/226747] G_loss: 2.6576, D_loss: 0.0350
Epoch 1/5: 95%|███████████████████████████████████████▉ | 215401/226747 [5:26:24<17:07, 11.04it/s][Batch 215400/226747] G_loss: 2.2401, D_loss: 0.0841
Epoch 1/5: 95%|███████████████████████████████████████▉ | 215601/226747 [5:26:42<16:50, 11.03it/s][Batch 215600/226747] G_loss: 2.2208, D_loss: 0.0680
Epoch 1/5: 95%|███████████████████████████████████████▉ | 215801/226747 [5:27:00<16:33, 11.02it/s][Batch 215800/226747] G_loss: 2.2780, D_loss: 0.1062
Epoch 1/5: 95%|████████████████████████████████████████ | 216001/226747 [5:27:18<16:14, 11.03it/s][Batch 216000/226747] G_loss: 2.4853, D_loss: 0.0476
Epoch 1/5: 95%|████████████████████████████████████████ | 216201/226747 [5:27:36<15:57, 11.02it/s][Batch 216200/226747] G_loss: 2.2489, D_loss: 0.0569
Epoch 1/5: 95%|████████████████████████████████████████ | 216401/226747 [5:27:54<15:38, 11.03it/s][Batch 216400/226747] G_loss: 2.3081, D_loss: 0.0662
Epoch 1/5: 96%|████████████████████████████████████████ | 216601/226747 [5:28:12<15:19, 11.03it/s][Batch 216600/226747] G_loss: 2.2889, D_loss: 0.0692
Epoch 1/5: 96%|████████████████████████████████████████▏ | 216801/226747 [5:28:31<15:02, 11.02it/s][Batch 216800/226747] G_loss: 2.4701, D_loss: 0.0452
Epoch 1/5: 96%|████████████████████████████████████████▏ | 217001/226747 [5:28:49<14:42, 11.04it/s][Batch 217000/226747] G_loss: 2.0328, D_loss: 0.1417
Epoch 1/5: 96%|████████████████████████████████████████▏ | 217201/226747 [5:29:07<14:25, 11.03it/s][Batch 217200/226747] G_loss: 2.5137, D_loss: 0.0469
Epoch 1/5: 96%|████████████████████████████████████████▎ | 217401/226747 [5:29:25<14:06, 11.04it/s][Batch 217400/226747] G_loss: 2.5608, D_loss: 0.0744
Epoch 1/5: 96%|████████████████████████████████████████▎ | 217601/226747 [5:29:43<13:49, 11.02it/s][Batch 217600/226747] G_loss: 1.9169, D_loss: 0.2865
Epoch 1/5: 96%|████████████████████████████████████████▎ | 217801/226747 [5:30:01<13:29, 11.05it/s][Batch 217800/226747] G_loss: 2.3420, D_loss: 0.0637
Epoch 1/5: 96%|████████████████████████████████████████▍ | 218001/226747 [5:30:19<13:12, 11.04it/s][Batch 218000/226747] G_loss: 2.4170, D_loss: 0.0598
Epoch 1/5: 96%|████████████████████████████████████████▍ | 218201/226747 [5:30:37<12:54, 11.04it/s][Batch 218200/226747] G_loss: 2.5953, D_loss: 0.0445
Epoch 1/5: 96%|████████████████████████████████████████▍ | 218401/226747 [5:30:55<12:36, 11.04it/s][Batch 218400/226747] G_loss: 2.3230, D_loss: 0.0839
Epoch 1/5: 96%|████████████████████████████████████████▍ | 218601/226747 [5:31:14<12:19, 11.02it/s][Batch 218600/226747] G_loss: 2.2304, D_loss: 0.0473
Epoch 1/5: 96%|████████████████████████████████████████▌ | 218801/226747 [5:31:32<11:59, 11.04it/s][Batch 218800/226747] G_loss: 2.1993, D_loss: 0.0466
Epoch 1/5: 97%|████████████████████████████████████████▌ | 219001/226747 [5:31:50<11:42, 11.03it/s][Batch 219000/226747] G_loss: 2.4000, D_loss: 0.0402
Epoch 1/5: 97%|████████████████████████████████████████▌ | 219201/226747 [5:32:08<11:23, 11.04it/s][Batch 219200/226747] G_loss: 2.4894, D_loss: 0.0648
Epoch 1/5: 97%|████████████████████████████████████████▋ | 219401/226747 [5:32:26<11:07, 11.01it/s][Batch 219400/226747] G_loss: 3.4145, D_loss: 0.3856
Epoch 1/5: 97%|████████████████████████████████████████▋ | 219601/226747 [5:32:44<10:47, 11.04it/s][Batch 219600/226747] G_loss: 2.2168, D_loss: 0.0938
Epoch 1/5: 97%|████████████████████████████████████████▋ | 219801/226747 [5:33:02<10:31, 10.99it/s][Batch 219800/226747] G_loss: 2.2896, D_loss: 0.0883
Epoch 1/5: 97%|████████████████████████████████████████▊ | 220001/226747 [5:33:20<10:10, 11.04it/s][Batch 220000/226747] G_loss: 2.2827, D_loss: 0.0883
Epoch 1/5: 97%|████████████████████████████████████████▊ | 220201/226747 [5:33:39<09:53, 11.03it/s][Batch 220200/226747] G_loss: 2.2982, D_loss: 0.0474
Epoch 1/5: 97%|████████████████████████████████████████▊ | 220401/226747 [5:33:57<09:35, 11.03it/s][Batch 220400/226747] G_loss: 2.3947, D_loss: 0.0919
Epoch 1/5: 97%|████████████████████████████████████████▊ | 220601/226747 [5:34:15<09:17, 11.03it/s][Batch 220600/226747] G_loss: 2.3320, D_loss: 0.0425
Epoch 1/5: 97%|████████████████████████████████████████▉ | 220801/226747 [5:34:33<10:10, 9.75it/s][Batch 220800/226747] G_loss: 2.3502, D_loss: 0.0489
Epoch 1/5: 97%|████████████████████████████████████████▉ | 221001/226747 [5:34:51<08:40, 11.04it/s][Batch 221000/226747] G_loss: 2.3319, D_loss: 0.0510
Epoch 1/5: 98%|████████████████████████████████████████▉ | 221201/226747 [5:35:09<08:22, 11.03it/s][Batch 221200/226747] G_loss: 2.1941, D_loss: 0.0579
Epoch 1/5: 98%|█████████████████████████████████████████ | 221401/226747 [5:35:27<08:06, 11.00it/s][Batch 221400/226747] G_loss: 2.2110, D_loss: 0.0832
Epoch 1/5: 98%|█████████████████████████████████████████ | 221601/226747 [5:35:45<07:46, 11.04it/s][Batch 221600/226747] G_loss: 2.2461, D_loss: 0.0520
Epoch 1/5: 98%|█████████████████████████████████████████ | 221801/226747 [5:36:04<07:28, 11.03it/s][Batch 221800/226747] G_loss: 2.4861, D_loss: 0.0755
Epoch 1/5: 98%|█████████████████████████████████████████ | 222001/226747 [5:36:22<07:09, 11.04it/s][Batch 222000/226747] G_loss: 2.3959, D_loss: 0.0543
Epoch 1/5: 98%|█████████████████████████████████████████▏| 222201/226747 [5:36:40<06:52, 11.02it/s][Batch 222200/226747] G_loss: 2.2172, D_loss: 0.0971
Epoch 1/5: 98%|█████████████████████████████████████████▏| 222401/226747 [5:36:58<06:33, 11.04it/s][Batch 222400/226747] G_loss: 2.5758, D_loss: 0.0634
Epoch 1/5: 98%|█████████████████████████████████████████▏| 222601/226747 [5:37:16<06:16, 11.01it/s][Batch 222600/226747] G_loss: 2.2451, D_loss: 0.0453
Epoch 1/5: 98%|█████████████████████████████████████████▎| 222801/226747 [5:37:34<05:57, 11.04it/s][Batch 222800/226747] G_loss: 2.2036, D_loss: 0.0921
Epoch 1/5: 98%|█████████████████████████████████████████▎| 223001/226747 [5:37:52<05:39, 11.04it/s][Batch 223000/226747] G_loss: 2.2446, D_loss: 0.0457
Epoch 1/5: 98%|█████████████████████████████████████████▎| 223201/226747 [5:38:10<05:21, 11.02it/s][Batch 223200/226747] G_loss: 2.4644, D_loss: 0.0386
Epoch 1/5: 99%|█████████████████████████████████████████▍| 223401/226747 [5:38:29<05:03, 11.04it/s][Batch 223400/226747] G_loss: 2.4088, D_loss: 0.0419
Epoch 1/5: 99%|█████████████████████████████████████████▍| 223601/226747 [5:38:47<04:45, 11.03it/s][Batch 223600/226747] G_loss: 2.4334, D_loss: 0.0787
Epoch 1/5: 99%|█████████████████████████████████████████▍| 223801/226747 [5:39:05<04:27, 11.02it/s][Batch 223800/226747] G_loss: 2.3446, D_loss: 0.0705
Epoch 1/5: 99%|█████████████████████████████████████████▍| 224001/226747 [5:39:23<04:08, 11.03it/s][Batch 224000/226747] G_loss: 2.2962, D_loss: 0.0505
Epoch 1/5: 99%|█████████████████████████████████████████▌| 224201/226747 [5:39:41<03:51, 11.00it/s][Batch 224200/226747] G_loss: 2.5527, D_loss: 0.0389
Epoch 1/5: 99%|█████████████████████████████████████████▌| 224401/226747 [5:39:59<03:32, 11.02it/s][Batch 224400/226747] G_loss: 2.4058, D_loss: 0.0486
Epoch 1/5: 99%|█████████████████████████████████████████▌| 224601/226747 [5:40:17<03:14, 11.02it/s][Batch 224600/226747] G_loss: 2.3423, D_loss: 0.0579
Epoch 1/5: 99%|█████████████████████████████████████████▋| 224801/226747 [5:40:35<02:56, 11.03it/s][Batch 224800/226747] G_loss: 2.2898, D_loss: 0.0786
Epoch 1/5: 99%|█████████████████████████████████████████▋| 225001/226747 [5:40:53<02:38, 11.05it/s][Batch 225000/226747] G_loss: 2.2827, D_loss: 0.0566
Epoch 1/5: 99%|█████████████████████████████████████████▋| 225201/226747 [5:41:12<02:20, 11.03it/s][Batch 225200/226747] G_loss: 2.3299, D_loss: 0.0490
Epoch 1/5: 99%|█████████████████████████████████████████▊| 225401/226747 [5:41:30<02:02, 11.02it/s][Batch 225400/226747] G_loss: 2.2270, D_loss: 0.0949
Epoch 1/5: 99%|█████████████████████████████████████████▊| 225601/226747 [5:41:48<01:44, 10.99it/s][Batch 225600/226747] G_loss: 2.4207, D_loss: 0.1090
Epoch 1/5: 100%|█████████████████████████████████████████▊| 225801/226747 [5:42:06<01:25, 11.04it/s][Batch 225800/226747] G_loss: 2.4677, D_loss: 0.0433
Epoch 1/5: 100%|█████████████████████████████████████████▊| 226001/226747 [5:42:24<01:07, 11.04it/s][Batch 226000/226747] G_loss: 2.4942, D_loss: 0.0605
Epoch 1/5: 100%|█████████████████████████████████████████▉| 226201/226747 [5:42:42<00:49, 11.03it/s][Batch 226200/226747] G_loss: 2.2865, D_loss: 0.0866
Epoch 1/5: 100%|█████████████████████████████████████████▉| 226401/226747 [5:43:00<00:31, 11.02it/s][Batch 226400/226747] G_loss: 2.1572, D_loss: 0.0873
Epoch 1/5: 100%|█████████████████████████████████████████▉| 226601/226747 [5:43:18<00:13, 11.01it/s][Batch 226600/226747] G_loss: 2.0684, D_loss: 0.0955
Epoch 1/5: 100%|██████████████████████████████████████████| 226747/226747 [5:43:52<00:00, 10.99it/s]
[Epoch 1/5] G_loss: 2.3384, D_loss: 0.1127
Epoch 2/5: 0%| | 1/226747 [00:07<464:46:26, 7.38s/it][Batch 0/226747] G_loss: 2.3887, D_loss: 0.0596
Epoch 2/5: 0%| | 201/226747 [00:25<5:41:53, 11.04it/s][Batch 200/226747] G_loss: 2.3062, D_loss: 0.0909
Epoch 2/5: 0%| | 401/226747 [00:43<5:42:00, 11.03it/s][Batch 400/226747] G_loss: 2.2559, D_loss: 0.0551
Epoch 2/5: 0%| | 601/226747 [01:01<5:41:30, 11.04it/s][Batch 600/226747] G_loss: 2.3976, D_loss: 0.0759
Epoch 2/5: 0%|▏ | 801/226747 [01:19<5:41:38, 11.02it/s][Batch 800/226747] G_loss: 2.2371, D_loss: 0.0874
Epoch 2/5: 0%|▏ | 1001/226747 [01:37<5:41:09, 11.03it/s][Batch 1000/226747] G_loss: 2.2467, D_loss: 0.0634
Epoch 2/5: 1%|▏ | 1201/226747 [01:56<5:41:08, 11.02it/s][Batch 1200/226747] G_loss: 2.5050, D_loss: 0.0343
Epoch 2/5: 1%|▎ | 1401/226747 [02:14<5:40:21, 11.03it/s][Batch 1400/226747] G_loss: 2.3609, D_loss: 0.0409
Epoch 2/5: 1%|▎ | 1601/226747 [02:32<5:40:04, 11.03it/s][Batch 1600/226747] G_loss: 2.2288, D_loss: 0.0673
Epoch 2/5: 1%|▎ | 1801/226747 [02:50<5:40:23, 11.01it/s][Batch 1800/226747] G_loss: 2.2965, D_loss: 0.0625
Epoch 2/5: 1%|▍ | 2001/226747 [03:08<5:39:54, 11.02it/s][Batch 2000/226747] G_loss: 2.5948, D_loss: 0.0566
Epoch 2/5: 1%|▍ | 2201/226747 [03:26<5:39:37, 11.02it/s][Batch 2200/226747] G_loss: 2.3258, D_loss: 0.0569
Epoch 2/5: 1%|▍ | 2401/226747 [03:44<5:40:09, 10.99it/s][Batch 2400/226747] G_loss: 2.4541, D_loss: 0.0477
Epoch 2/5: 1%|▌ | 2601/226747 [04:03<5:40:01, 10.99it/s][Batch 2600/226747] G_loss: 2.2408, D_loss: 0.0491
Epoch 2/5: 1%|▌ | 2801/226747 [04:21<5:38:29, 11.03it/s][Batch 2800/226747] G_loss: 2.4184, D_loss: 0.0536
Epoch 2/5: 1%|▌ | 3001/226747 [04:39<5:37:49, 11.04it/s][Batch 3000/226747] G_loss: 2.1096, D_loss: 0.1264
Epoch 2/5: 1%|▌ | 3201/226747 [04:57<5:38:02, 11.02it/s][Batch 3200/226747] G_loss: 2.1144, D_loss: 0.1061
Epoch 2/5: 1%|▋ | 3401/226747 [05:15<5:37:02, 11.04it/s][Batch 3400/226747] G_loss: 2.4266, D_loss: 0.0473
Epoch 2/5: 2%|▋ | 3601/226747 [05:33<5:37:02, 11.03it/s][Batch 3600/226747] G_loss: 2.2797, D_loss: 0.0432
Epoch 2/5: 2%|▋ | 3801/226747 [05:51<5:36:39, 11.04it/s][Batch 3800/226747] G_loss: 2.0314, D_loss: 0.1225
Epoch 2/5: 2%|▊ | 4001/226747 [06:09<5:36:27, 11.03it/s][Batch 4000/226747] G_loss: 2.2196, D_loss: 0.0688
Epoch 2/5: 2%|▊ | 4201/226747 [06:28<5:36:00, 11.04it/s][Batch 4200/226747] G_loss: 2.5106, D_loss: 0.0456
Epoch 2/5: 2%|▊ | 4401/226747 [06:46<5:36:55, 11.00it/s][Batch 4400/226747] G_loss: 2.1940, D_loss: 0.1096
Epoch 2/5: 2%|▉ | 4601/226747 [07:04<5:36:32, 11.00it/s][Batch 4600/226747] G_loss: 2.3158, D_loss: 0.0608
Epoch 2/5: 2%|▉ | 4801/226747 [07:22<5:35:26, 11.03it/s][Batch 4800/226747] G_loss: 2.4164, D_loss: 0.1031
Epoch 2/5: 2%|▉ | 5001/226747 [07:40<5:34:53, 11.04it/s][Batch 5000/226747] G_loss: 2.1424, D_loss: 0.0551
Epoch 2/5: 2%|█ | 5201/226747 [07:58<5:34:52, 11.03it/s][Batch 5200/226747] G_loss: 2.4984, D_loss: 0.0476
Epoch 2/5: 2%|█ | 5401/226747 [08:16<5:33:52, 11.05it/s][Batch 5400/226747] G_loss: 2.2954, D_loss: 0.0612
Epoch 2/5: 2%|█ | 5601/226747 [08:34<5:33:53, 11.04it/s][Batch 5600/226747] G_loss: 2.3514, D_loss: 0.0536
Epoch 2/5: 3%|█▏ | 5801/226747 [08:53<5:34:59, 10.99it/s][Batch 5800/226747] G_loss: 2.5442, D_loss: 0.0255
Epoch 2/5: 3%|█▏ | 6001/226747 [09:11<5:33:14, 11.04it/s][Batch 6000/226747] G_loss: 2.5703, D_loss: 0.0351
Epoch 2/5: 3%|█▏ | 6201/226747 [09:29<5:33:06, 11.03it/s][Batch 6200/226747] G_loss: 2.0380, D_loss: 0.1786
Epoch 2/5: 3%|█▏ | 6401/226747 [09:47<5:32:29, 11.05it/s][Batch 6400/226747] G_loss: 2.2923, D_loss: 0.0714
Epoch 2/5: 3%|█▎ | 6601/226747 [10:05<5:33:29, 11.00it/s][Batch 6600/226747] G_loss: 2.0944, D_loss: 0.1117
Epoch 2/5: 3%|█▎ | 6801/226747 [10:23<5:32:20, 11.03it/s][Batch 6800/226747] G_loss: 2.4525, D_loss: 0.0408
Epoch 2/5: 3%|█▎ | 7001/226747 [10:41<5:32:15, 11.02it/s][Batch 7000/226747] G_loss: 2.2530, D_loss: 0.0548
Epoch 2/5: 3%|█▍ | 7201/226747 [10:59<5:31:32, 11.04it/s][Batch 7200/226747] G_loss: 2.3269, D_loss: 0.0669
Epoch 2/5: 3%|█▍ | 7401/226747 [11:18<5:31:21, 11.03it/s][Batch 7400/226747] G_loss: 2.5145, D_loss: 0.0345
Epoch 2/5: 3%|█▍ | 7601/226747 [11:36<5:31:10, 11.03it/s][Batch 7600/226747] G_loss: 2.3271, D_loss: 0.0605
Epoch 2/5: 3%|█▌ | 7801/226747 [11:54<5:30:34, 11.04it/s][Batch 7800/226747] G_loss: 2.3155, D_loss: 0.0490
Epoch 2/5: 4%|█▌ | 8001/226747 [12:12<5:30:14, 11.04it/s][Batch 8000/226747] G_loss: 2.3683, D_loss: 0.0532
Epoch 2/5: 4%|█▌ | 8201/226747 [12:30<5:31:17, 10.99it/s][Batch 8200/226747] G_loss: 2.1833, D_loss: 0.1220
Epoch 2/5: 4%|█▋ | 8401/226747 [12:48<5:29:22, 11.05it/s][Batch 8400/226747] G_loss: 2.5098, D_loss: 0.0428
Epoch 2/5: 4%|█▋ | 8601/226747 [13:06<5:29:45, 11.03it/s][Batch 8600/226747] G_loss: 2.6003, D_loss: 0.0344
Epoch 2/5: 4%|█▋ | 8801/226747 [13:24<5:29:12, 11.03it/s][Batch 8800/226747] G_loss: 2.3573, D_loss: 0.0404
Epoch 2/5: 4%|█▋ | 9001/226747 [13:43<5:29:24, 11.02it/s][Batch 9000/226747] G_loss: 2.4882, D_loss: 0.0474
Epoch 2/5: 4%|█▊ | 9201/226747 [14:01<5:29:01, 11.02it/s][Batch 9200/226747] G_loss: 2.5542, D_loss: 0.0419
Epoch 2/5: 4%|█▊ | 9401/226747 [14:19<5:28:26, 11.03it/s][Batch 9400/226747] G_loss: 2.3672, D_loss: 0.0505
Epoch 2/5: 4%|█▊ | 9601/226747 [14:37<5:28:07, 11.03it/s][Batch 9600/226747] G_loss: 2.2955, D_loss: 0.0963
Epoch 2/5: 4%|█▉ | 9801/226747 [14:55<5:27:28, 11.04it/s][Batch 9800/226747] G_loss: 2.1594, D_loss: 0.1000
Epoch 2/5: 4%|█▉ | 10001/226747 [15:13<5:27:48, 11.02it/s][Batch 10000/226747] G_loss: 2.2655, D_loss: 0.0822
Epoch 2/5: 4%|█▉ | 10201/226747 [15:31<5:27:03, 11.04it/s][Batch 10200/226747] G_loss: 2.4851, D_loss: 0.0632
Epoch 2/5: 5%|█▉ | 10401/226747 [15:49<5:26:27, 11.05it/s][Batch 10400/226747] G_loss: 2.4040, D_loss: 0.0598
Epoch 2/5: 5%|██ | 10601/226747 [16:08<5:26:12, 11.04it/s][Batch 10600/226747] G_loss: 2.2670, D_loss: 0.0308
Epoch 2/5: 5%|██ | 10801/226747 [16:26<5:26:23, 11.03it/s][Batch 10800/226747] G_loss: 2.4216, D_loss: 0.0459
Epoch 2/5: 5%|██ | 11001/226747 [16:44<5:25:51, 11.03it/s][Batch 11000/226747] G_loss: 2.4073, D_loss: 0.0370
Epoch 2/5: 5%|██ | 11201/226747 [17:02<5:26:28, 11.00it/s][Batch 11200/226747] G_loss: 2.1871, D_loss: 0.1047
Epoch 2/5: 5%|██▏ | 11401/226747 [17:20<5:25:19, 11.03it/s][Batch 11400/226747] G_loss: 2.2778, D_loss: 0.0548
Epoch 2/5: 5%|██▏ | 11601/226747 [17:38<5:25:03, 11.03it/s][Batch 11600/226747] G_loss: 2.0922, D_loss: 0.0535
Epoch 2/5: 5%|██▏ | 11801/226747 [17:56<5:24:37, 11.04it/s][Batch 11800/226747] G_loss: 2.2928, D_loss: 0.0543
Epoch 2/5: 5%|██▎ | 12001/226747 [18:14<5:24:13, 11.04it/s][Batch 12000/226747] G_loss: 2.0350, D_loss: 0.1282
Epoch 2/5: 5%|██▎ | 12201/226747 [18:32<5:23:55, 11.04it/s][Batch 12200/226747] G_loss: 2.6064, D_loss: 0.0461
Epoch 2/5: 5%|██▎ | 12401/226747 [18:51<5:23:46, 11.03it/s][Batch 12400/226747] G_loss: 2.1889, D_loss: 0.0535
Epoch 2/5: 6%|██▍ | 12601/226747 [19:09<5:23:12, 11.04it/s][Batch 12600/226747] G_loss: 2.3120, D_loss: 0.0377
Epoch 2/5: 6%|██▍ | 12801/226747 [19:27<5:23:16, 11.03it/s][Batch 12800/226747] G_loss: 2.2484, D_loss: 0.0411
Epoch 2/5: 6%|██▍ | 13001/226747 [19:45<5:22:41, 11.04it/s][Batch 13000/226747] G_loss: 2.3364, D_loss: 0.0681
Epoch 2/5: 6%|██▌ | 13201/226747 [20:03<5:22:38, 11.03it/s][Batch 13200/226747] G_loss: 2.2822, D_loss: 0.0951
Epoch 2/5: 6%|██▌ | 13401/226747 [20:21<5:22:03, 11.04it/s][Batch 13400/226747] G_loss: 2.3000, D_loss: 0.0755
Epoch 2/5: 6%|██▌ | 13601/226747 [20:39<5:21:16, 11.06it/s][Batch 13600/226747] G_loss: 2.3709, D_loss: 0.0674
Epoch 2/5: 6%|██▌ | 13801/226747 [20:57<5:21:42, 11.03it/s][Batch 13800/226747] G_loss: 2.5826, D_loss: 0.0494
Epoch 2/5: 6%|██▋ | 14001/226747 [21:15<5:20:53, 11.05it/s][Batch 14000/226747] G_loss: 2.2358, D_loss: 0.0636
Epoch 2/5: 6%|██▋ | 14201/226747 [21:34<5:21:10, 11.03it/s][Batch 14200/226747] G_loss: 2.4712, D_loss: 0.0518
Epoch 2/5: 6%|██▋ | 14401/226747 [21:52<5:20:41, 11.04it/s][Batch 14400/226747] G_loss: 2.1679, D_loss: 0.0784
Epoch 2/5: 6%|██▊ | 14601/226747 [22:10<5:21:47, 10.99it/s][Batch 14600/226747] G_loss: 2.3377, D_loss: 0.0446
Epoch 2/5: 7%|██▊ | 14801/226747 [22:28<5:20:16, 11.03it/s][Batch 14800/226747] G_loss: 2.3234, D_loss: 0.0706
Epoch 2/5: 7%|██▊ | 15001/226747 [22:46<5:21:13, 10.99it/s][Batch 15000/226747] G_loss: 2.4422, D_loss: 0.1059
Epoch 2/5: 7%|██▉ | 15201/226747 [23:04<5:19:40, 11.03it/s][Batch 15200/226747] G_loss: 2.2204, D_loss: 0.0605
Epoch 2/5: 7%|██▉ | 15401/226747 [23:22<5:19:03, 11.04it/s][Batch 15400/226747] G_loss: 2.3392, D_loss: 0.1006
Epoch 2/5: 7%|██▉ | 15601/226747 [23:40<5:19:17, 11.02it/s][Batch 15600/226747] G_loss: 2.0983, D_loss: 0.0832
Epoch 2/5: 7%|██▉ | 15801/226747 [23:58<5:19:02, 11.02it/s][Batch 15800/226747] G_loss: 2.2397, D_loss: 0.0564
Epoch 2/5: 7%|███ | 16001/226747 [24:17<5:18:29, 11.03it/s][Batch 16000/226747] G_loss: 2.3007, D_loss: 0.0744
Epoch 2/5: 7%|███ | 16201/226747 [24:35<5:18:07, 11.03it/s][Batch 16200/226747] G_loss: 2.5371, D_loss: 0.0405
Epoch 2/5: 7%|███ | 16401/226747 [24:53<5:18:21, 11.01it/s][Batch 16400/226747] G_loss: 2.4368, D_loss: 0.0478
Epoch 2/5: 7%|███▏ | 16601/226747 [25:11<5:17:32, 11.03it/s][Batch 16600/226747] G_loss: 2.4920, D_loss: 0.0899
Epoch 2/5: 7%|███▏ | 16801/226747 [25:29<5:16:34, 11.05it/s][Batch 16800/226747] G_loss: 2.4542, D_loss: 0.0426
Epoch 2/5: 7%|███▏ | 17001/226747 [25:47<5:16:45, 11.04it/s][Batch 17000/226747] G_loss: 2.1205, D_loss: 0.0762
Epoch 2/5: 8%|███▎ | 17201/226747 [26:05<5:16:15, 11.04it/s][Batch 17200/226747] G_loss: 2.3206, D_loss: 0.0350
Epoch 2/5: 8%|███▎ | 17401/226747 [26:23<5:16:28, 11.02it/s][Batch 17400/226747] G_loss: 2.2456, D_loss: 0.0622
Epoch 2/5: 8%|███▎ | 17601/226747 [26:42<5:16:17, 11.02it/s][Batch 17600/226747] G_loss: 2.3710, D_loss: 0.0522
Epoch 2/5: 8%|███▍ | 17801/226747 [27:00<5:15:47, 11.03it/s][Batch 17800/226747] G_loss: 2.3428, D_loss: 0.0387
Epoch 2/5: 8%|███▍ | 18001/226747 [27:18<5:15:43, 11.02it/s][Batch 18000/226747] G_loss: 2.1815, D_loss: 0.0518
Epoch 2/5: 8%|███▍ | 18201/226747 [27:36<5:15:08, 11.03it/s][Batch 18200/226747] G_loss: 2.4339, D_loss: 0.0387
Epoch 2/5: 8%|███▍ | 18401/226747 [27:54<5:15:31, 11.01it/s][Batch 18400/226747] G_loss: 2.3683, D_loss: 0.0460
Epoch 2/5: 8%|███▌ | 18601/226747 [28:12<5:14:18, 11.04it/s][Batch 18600/226747] G_loss: 2.5486, D_loss: 0.0323
Epoch 2/5: 8%|███▌ | 18801/226747 [28:30<5:14:16, 11.03it/s][Batch 18800/226747] G_loss: 2.4454, D_loss: 0.0340
Epoch 2/5: 8%|███▌ | 19001/226747 [28:48<5:13:48, 11.03it/s][Batch 19000/226747] G_loss: 2.3887, D_loss: 0.0435
Epoch 2/5: 8%|███▋ | 19201/226747 [29:07<5:13:48, 11.02it/s][Batch 19200/226747] G_loss: 2.1661, D_loss: 0.1154
Epoch 2/5: 9%|███▋ | 19401/226747 [29:25<5:13:22, 11.03it/s][Batch 19400/226747] G_loss: 2.2522, D_loss: 0.0762
Epoch 2/5: 9%|███▋ | 19601/226747 [29:43<5:13:17, 11.02it/s][Batch 19600/226747] G_loss: 2.4269, D_loss: 0.0373
Epoch 2/5: 9%|███▊ | 19801/226747 [30:01<5:12:15, 11.05it/s][Batch 19800/226747] G_loss: 2.3671, D_loss: 0.0493
Epoch 2/5: 9%|███▊ | 20001/226747 [30:19<5:12:46, 11.02it/s][Batch 20000/226747] G_loss: 2.2444, D_loss: 0.0782
Epoch 2/5: 9%|███▊ | 20201/226747 [30:37<5:12:19, 11.02it/s][Batch 20200/226747] G_loss: 2.3789, D_loss: 0.0459
Epoch 2/5: 9%|███▊ | 20401/226747 [30:55<5:11:49, 11.03it/s][Batch 20400/226747] G_loss: 2.4202, D_loss: 0.0685
Epoch 2/5: 9%|███▉ | 20601/226747 [31:13<5:12:04, 11.01it/s][Batch 20600/226747] G_loss: 2.4059, D_loss: 0.0567
Epoch 2/5: 9%|███▉ | 20801/226747 [31:31<5:12:31, 10.98it/s][Batch 20800/226747] G_loss: 2.3716, D_loss: 0.0478
Epoch 2/5: 9%|███▉ | 21001/226747 [31:50<5:11:26, 11.01it/s][Batch 21000/226747] G_loss: 2.3741, D_loss: 0.0384
Epoch 2/5: 9%|████ | 21201/226747 [32:08<5:10:24, 11.04it/s][Batch 21200/226747] G_loss: 2.3048, D_loss: 0.0680
Epoch 2/5: 9%|████ | 21401/226747 [32:26<5:10:23, 11.03it/s][Batch 21400/226747] G_loss: 2.1769, D_loss: 0.0492
Epoch 2/5: 10%|████ | 21601/226747 [32:44<5:10:07, 11.03it/s][Batch 21600/226747] G_loss: 2.3372, D_loss: 0.0303
Epoch 2/5: 10%|████▏ | 21801/226747 [33:02<5:09:56, 11.02it/s][Batch 21800/226747] G_loss: 2.4020, D_loss: 0.0223
Epoch 2/5: 10%|████▏ | 22001/226747 [33:20<5:10:42, 10.98it/s][Batch 22000/226747] G_loss: 2.1081, D_loss: 0.1182
Epoch 2/5: 10%|████▏ | 22201/226747 [33:38<5:09:07, 11.03it/s][Batch 22200/226747] G_loss: 2.4371, D_loss: 0.0345
Epoch 2/5: 10%|████▏ | 22401/226747 [33:57<5:08:29, 11.04it/s][Batch 22400/226747] G_loss: 2.2829, D_loss: 0.0993
Epoch 2/5: 10%|████▎ | 22601/226747 [34:15<5:08:23, 11.03it/s][Batch 22600/226747] G_loss: 2.3004, D_loss: 0.0462
Epoch 2/5: 10%|████▎ | 22801/226747 [34:33<5:08:06, 11.03it/s][Batch 22800/226747] G_loss: 2.3626, D_loss: 0.0464
Epoch 2/5: 10%|████▎ | 23001/226747 [34:51<5:07:39, 11.04it/s][Batch 23000/226747] G_loss: 2.3465, D_loss: 0.0701
Epoch 2/5: 10%|████▍ | 23201/226747 [35:09<5:07:00, 11.05it/s][Batch 23200/226747] G_loss: 2.2761, D_loss: 0.0668
Epoch 2/5: 10%|████▍ | 23401/226747 [35:27<5:07:22, 11.03it/s][Batch 23400/226747] G_loss: 2.5813, D_loss: 0.0350
Epoch 2/5: 10%|████▍ | 23601/226747 [35:45<5:07:36, 11.01it/s][Batch 23600/226747] G_loss: 1.9542, D_loss: 0.0874
Epoch 2/5: 10%|████▌ | 23801/226747 [36:03<5:06:47, 11.03it/s][Batch 23800/226747] G_loss: 2.2119, D_loss: 0.0361
Epoch 2/5: 11%|████▌ | 24001/226747 [36:22<5:06:44, 11.02it/s][Batch 24000/226747] G_loss: 2.4539, D_loss: 0.0373
Epoch 2/5: 11%|████▌ | 24201/226747 [36:40<5:06:14, 11.02it/s][Batch 24200/226747] G_loss: 2.4686, D_loss: 0.0850
Epoch 2/5: 11%|████▋ | 24401/226747 [36:58<5:06:02, 11.02it/s][Batch 24400/226747] G_loss: 2.4120, D_loss: 0.0631
Epoch 2/5: 11%|████▋ | 24601/226747 [37:16<5:05:35, 11.02it/s][Batch 24600/226747] G_loss: 2.4137, D_loss: 0.0304
Epoch 2/5: 11%|████▋ | 24801/226747 [37:34<5:05:43, 11.01it/s][Batch 24800/226747] G_loss: 2.3605, D_loss: 0.0814
Epoch 2/5: 11%|████▋ | 25001/226747 [37:52<5:04:42, 11.03it/s][Batch 25000/226747] G_loss: 2.2144, D_loss: 0.0729
Epoch 2/5: 11%|████▊ | 25201/226747 [38:10<5:05:57, 10.98it/s][Batch 25200/226747] G_loss: 2.5411, D_loss: 0.0630
Epoch 2/5: 11%|████▊ | 25401/226747 [38:29<5:05:03, 11.00it/s][Batch 25400/226747] G_loss: 2.3437, D_loss: 0.0387
Epoch 2/5: 11%|████▊ | 25601/226747 [38:47<5:04:21, 11.01it/s][Batch 25600/226747] G_loss: 2.3177, D_loss: 0.0494
Epoch 2/5: 11%|████▉ | 25801/226747 [39:05<5:03:58, 11.02it/s][Batch 25800/226747] G_loss: 2.5940, D_loss: 0.0316
Epoch 2/5: 11%|████▉ | 26001/226747 [39:23<5:03:40, 11.02it/s][Batch 26000/226747] G_loss: 2.4518, D_loss: 0.0558
Epoch 2/5: 12%|████▉ | 26201/226747 [39:41<5:03:29, 11.01it/s][Batch 26200/226747] G_loss: 2.2024, D_loss: 0.0758
Epoch 2/5: 12%|█████ | 26401/226747 [39:59<5:03:10, 11.01it/s][Batch 26400/226747] G_loss: 2.3263, D_loss: 0.0344
Epoch 2/5: 12%|█████ | 26601/226747 [40:17<5:02:43, 11.02it/s][Batch 26600/226747] G_loss: 2.0695, D_loss: 0.1110
Epoch 2/5: 12%|█████ | 26801/226747 [40:36<5:03:54, 10.97it/s][Batch 26800/226747] G_loss: 2.3425, D_loss: 0.0507
Epoch 2/5: 12%|█████ | 27001/226747 [40:54<5:02:04, 11.02it/s][Batch 27000/226747] G_loss: 2.3183, D_loss: 0.0424
Epoch 2/5: 12%|█████▏ | 27201/226747 [41:12<5:02:41, 10.99it/s][Batch 27200/226747] G_loss: 2.4254, D_loss: 0.0487
Epoch 2/5: 12%|█████▏ | 27401/226747 [41:30<5:01:54, 11.01it/s][Batch 27400/226747] G_loss: 2.1413, D_loss: 0.0731
Epoch 2/5: 12%|█████▏ | 27601/226747 [41:48<5:00:44, 11.04it/s][Batch 27600/226747] G_loss: 2.1234, D_loss: 0.0977
Epoch 2/5: 12%|█████▎ | 27801/226747 [42:06<5:01:01, 11.01it/s][Batch 27800/226747] G_loss: 2.2890, D_loss: 0.1187
Epoch 2/5: 12%|█████▎ | 28001/226747 [42:24<5:00:28, 11.02it/s][Batch 28000/226747] G_loss: 2.2987, D_loss: 0.0605
Epoch 2/5: 12%|█████▎ | 28201/226747 [42:43<5:00:32, 11.01it/s][Batch 28200/226747] G_loss: 2.3339, D_loss: 0.0645
Epoch 2/5: 13%|█████▍ | 28401/226747 [43:01<4:59:56, 11.02it/s][Batch 28400/226747] G_loss: 2.4333, D_loss: 0.0479
Epoch 2/5: 13%|█████▍ | 28601/226747 [43:19<5:00:12, 11.00it/s][Batch 28600/226747] G_loss: 2.4133, D_loss: 0.0336
Epoch 2/5: 13%|█████▍ | 28801/226747 [43:37<4:59:35, 11.01it/s][Batch 28800/226747] G_loss: 2.1401, D_loss: 0.0613
Epoch 2/5: 13%|█████▍ | 29001/226747 [43:55<4:59:18, 11.01it/s][Batch 29000/226747] G_loss: 2.3591, D_loss: 0.0833
Epoch 2/5: 13%|█████▌ | 29201/226747 [44:13<4:58:52, 11.02it/s][Batch 29200/226747] G_loss: 2.6168, D_loss: 0.0817
Epoch 2/5: 13%|█████▌ | 29401/226747 [44:32<4:58:33, 11.02it/s][Batch 29400/226747] G_loss: 2.4495, D_loss: 0.0434
Epoch 2/5: 13%|█████▌ | 29601/226747 [44:50<4:58:00, 11.03it/s][Batch 29600/226747] G_loss: 2.5587, D_loss: 0.0540
Epoch 2/5: 13%|█████▋ | 29801/226747 [45:08<4:57:33, 11.03it/s][Batch 29800/226747] G_loss: 2.1642, D_loss: 0.0856
Epoch 2/5: 13%|█████▋ | 30001/226747 [45:26<4:58:43, 10.98it/s][Batch 30000/226747] G_loss: 2.1928, D_loss: 0.0605
Epoch 2/5: 13%|█████▋ | 30201/226747 [45:44<4:58:32, 10.97it/s][Batch 30200/226747] G_loss: 2.3365, D_loss: 0.0681
Epoch 2/5: 13%|█████▊ | 30401/226747 [46:02<4:57:08, 11.01it/s][Batch 30400/226747] G_loss: 2.1174, D_loss: 0.0533
Epoch 2/5: 13%|█████▊ | 30601/226747 [46:20<4:56:34, 11.02it/s][Batch 30600/226747] G_loss: 2.7339, D_loss: 0.0491
Epoch 2/5: 14%|█████▊ | 30801/226747 [46:39<4:56:47, 11.00it/s][Batch 30800/226747] G_loss: 2.1424, D_loss: 0.0317
Epoch 2/5: 14%|█████▉ | 31001/226747 [46:57<4:56:07, 11.02it/s][Batch 31000/226747] G_loss: 2.4434, D_loss: 0.0463
Epoch 2/5: 14%|█████▉ | 31201/226747 [47:15<4:56:32, 10.99it/s][Batch 31200/226747] G_loss: 2.6423, D_loss: 0.0398
Epoch 2/5: 14%|█████▉ | 31401/226747 [47:33<4:55:13, 11.03it/s][Batch 31400/226747] G_loss: 2.2379, D_loss: 0.0599
Epoch 2/5: 14%|█████▉ | 31601/226747 [47:51<4:55:11, 11.02it/s][Batch 31600/226747] G_loss: 2.3641, D_loss: 0.0455
Epoch 2/5: 14%|██████ | 31801/226747 [48:09<4:54:57, 11.02it/s][Batch 31800/226747] G_loss: 2.4127, D_loss: 0.0456
Epoch 2/5: 14%|██████ | 32001/226747 [48:27<4:54:49, 11.01it/s][Batch 32000/226747] G_loss: 2.2703, D_loss: 0.0478
Epoch 2/5: 14%|██████ | 32201/226747 [48:46<4:55:34, 10.97it/s][Batch 32200/226747] G_loss: 2.4372, D_loss: 0.0550
Epoch 2/5: 14%|██████▏ | 32401/226747 [49:04<4:53:52, 11.02it/s][Batch 32400/226747] G_loss: 2.5689, D_loss: 0.0340
Epoch 2/5: 14%|██████▏ | 32601/226747 [49:22<4:53:41, 11.02it/s][Batch 32600/226747] G_loss: 2.1976, D_loss: 0.0574
Epoch 2/5: 14%|██████▏ | 32801/226747 [49:40<4:53:28, 11.01it/s][Batch 32800/226747] G_loss: 2.4003, D_loss: 0.0673
Epoch 2/5: 15%|██████▎ | 33001/226747 [49:58<4:53:24, 11.01it/s][Batch 33000/226747] G_loss: 2.4345, D_loss: 0.0377
Epoch 2/5: 15%|██████▎ | 33201/226747 [50:16<4:52:55, 11.01it/s][Batch 33200/226747] G_loss: 2.3702, D_loss: 0.0355
Epoch 2/5: 15%|██████▎ | 33401/226747 [50:34<4:52:36, 11.01it/s][Batch 33400/226747] G_loss: 2.5766, D_loss: 0.0800
Epoch 2/5: 15%|██████▎ | 33601/226747 [50:53<4:52:11, 11.02it/s][Batch 33600/226747] G_loss: 2.2941, D_loss: 0.0462
Epoch 2/5: 15%|██████▍ | 33801/226747 [51:11<4:51:56, 11.02it/s][Batch 33800/226747] G_loss: 2.2873, D_loss: 0.0673
Epoch 2/5: 15%|██████▍ | 34001/226747 [51:29<4:51:42, 11.01it/s][Batch 34000/226747] G_loss: 2.3374, D_loss: 0.0457
Epoch 2/5: 15%|██████▍ | 34201/226747 [51:47<4:51:33, 11.01it/s][Batch 34200/226747] G_loss: 2.2723, D_loss: 0.0968
Epoch 2/5: 15%|██████▌ | 34401/226747 [52:05<4:51:00, 11.02it/s][Batch 34400/226747] G_loss: 2.4948, D_loss: 0.0789
Epoch 2/5: 15%|██████▌ | 34601/226747 [52:23<4:51:38, 10.98it/s][Batch 34600/226747] G_loss: 2.2271, D_loss: 0.0325
Epoch 2/5: 15%|██████▌ | 34801/226747 [52:42<4:50:32, 11.01it/s][Batch 34800/226747] G_loss: 2.1630, D_loss: 0.0636
Epoch 2/5: 15%|██████▋ | 35001/226747 [53:00<4:50:19, 11.01it/s][Batch 35000/226747] G_loss: 2.2473, D_loss: 0.0530
Epoch 2/5: 16%|██████▋ | 35201/226747 [53:18<4:50:24, 10.99it/s][Batch 35200/226747] G_loss: 2.2928, D_loss: 0.0474
Epoch 2/5: 16%|██████▋ | 35401/226747 [53:36<4:49:12, 11.03it/s][Batch 35400/226747] G_loss: 2.5194, D_loss: 0.0557
Epoch 2/5: 16%|██████▊ | 35601/226747 [53:54<4:49:00, 11.02it/s][Batch 35600/226747] G_loss: 2.2753, D_loss: 0.0512
Epoch 2/5: 16%|██████▊ | 35801/226747 [54:12<4:50:06, 10.97it/s][Batch 35800/226747] G_loss: 2.2879, D_loss: 0.0401
Epoch 2/5: 16%|██████▊ | 36001/226747 [54:30<4:48:57, 11.00it/s][Batch 36000/226747] G_loss: 2.3028, D_loss: 0.0499
Epoch 2/5: 16%|██████▊ | 36201/226747 [54:49<4:48:21, 11.01it/s][Batch 36200/226747] G_loss: 2.4099, D_loss: 0.0517
Epoch 2/5: 16%|██████▉ | 36401/226747 [55:07<4:47:56, 11.02it/s][Batch 36400/226747] G_loss: 2.3162, D_loss: 0.0597
Epoch 2/5: 16%|██████▉ | 36601/226747 [55:25<4:47:30, 11.02it/s][Batch 36600/226747] G_loss: 2.4545, D_loss: 0.0383
Epoch 2/5: 16%|██████▉ | 36800/226747 [55:43<4:46:34, 11.05it/s][Batch 36800/226747] G_loss: 2.5974, D_loss: 0.0569
Epoch 2/5: 16%|███████ | 37000/226747 [56:01<4:46:26, 11.04it/s][Batch 37000/226747] G_loss: 2.3186, D_loss: 0.0714
Epoch 2/5: 16%|███████ | 37200/226747 [56:19<4:46:26, 11.03it/s][Batch 37200/226747] G_loss: 2.3766, D_loss: 0.0623
Epoch 2/5: 16%|███████ | 37400/226747 [56:37<4:46:16, 11.02it/s][Batch 37400/226747] G_loss: 2.1984, D_loss: 0.0844
Epoch 2/5: 17%|███████▏ | 37600/226747 [56:55<4:45:43, 11.03it/s][Batch 37600/226747] G_loss: 2.1560, D_loss: 0.0475
Epoch 2/5: 17%|███████▏ | 37800/226747 [57:13<4:45:20, 11.04it/s][Batch 37800/226747] G_loss: 2.1158, D_loss: 0.0856
Epoch 2/5: 17%|███████▏ | 38000/226747 [57:32<4:44:57, 11.04it/s][Batch 38000/226747] G_loss: 2.3220, D_loss: 0.0349
Epoch 2/5: 17%|███████▏ | 38200/226747 [57:50<4:44:38, 11.04it/s][Batch 38200/226747] G_loss: 2.3740, D_loss: 0.0492
Epoch 2/5: 17%|███████▎ | 38400/226747 [58:08<4:45:46, 10.98it/s][Batch 38400/226747] G_loss: 2.3535, D_loss: 0.0879
Epoch 2/5: 17%|███████▎ | 38600/226747 [58:26<4:43:58, 11.04it/s][Batch 38600/226747] G_loss: 2.3124, D_loss: 0.0547
Epoch 2/5: 17%|███████▎ | 38800/226747 [58:44<4:44:13, 11.02it/s][Batch 38800/226747] G_loss: 2.2768, D_loss: 0.0376
Epoch 2/5: 17%|███████▍ | 39000/226747 [59:02<4:43:52, 11.02it/s][Batch 39000/226747] G_loss: 1.7731, D_loss: 0.2146
Epoch 2/5: 17%|███████▍ | 39200/226747 [59:20<4:43:21, 11.03it/s][Batch 39200/226747] G_loss: 2.1602, D_loss: 0.0998
Epoch 2/5: 17%|███████▍ | 39400/226747 [59:39<4:43:21, 11.02it/s][Batch 39400/226747] G_loss: 2.2564, D_loss: 0.0728
Epoch 2/5: 17%|███████▌ | 39600/226747 [59:57<4:42:57, 11.02it/s][Batch 39600/226747] G_loss: 2.5002, D_loss: 0.0553
Epoch 2/5: 18%|███████▏ | 39800/226747 [1:00:15<4:42:28, 11.03it/s][Batch 39800/226747] G_loss: 2.2888, D_loss: 0.0438
Epoch 2/5: 18%|███████▏ | 40000/226747 [1:00:33<4:42:17, 11.03it/s][Batch 40000/226747] G_loss: 2.2111, D_loss: 0.0462
Epoch 2/5: 18%|███████▎ | 40200/226747 [1:00:51<4:41:37, 11.04it/s][Batch 40200/226747] G_loss: 2.2952, D_loss: 0.0345
Epoch 2/5: 18%|███████▎ | 40400/226747 [1:01:09<4:41:49, 11.02it/s][Batch 40400/226747] G_loss: 2.3225, D_loss: 0.0671
Epoch 2/5: 18%|███████▎ | 40600/226747 [1:01:27<4:41:15, 11.03it/s][Batch 40600/226747] G_loss: 2.5206, D_loss: 0.0488
Epoch 2/5: 18%|███████▍ | 40800/226747 [1:01:46<4:40:49, 11.04it/s][Batch 40800/226747] G_loss: 2.4263, D_loss: 0.0538
Epoch 2/5: 18%|███████▍ | 41000/226747 [1:02:04<4:40:50, 11.02it/s][Batch 41000/226747] G_loss: 2.3235, D_loss: 0.0364
Epoch 2/5: 18%|███████▍ | 41200/226747 [1:02:22<4:40:31, 11.02it/s][Batch 41200/226747] G_loss: 2.3104, D_loss: 0.0521
Epoch 2/5: 18%|███████▍ | 41400/226747 [1:02:40<4:39:27, 11.05it/s][Batch 41400/226747] G_loss: 2.3271, D_loss: 0.0619
Epoch 2/5: 18%|███████▌ | 41600/226747 [1:02:58<4:39:26, 11.04it/s][Batch 41600/226747] G_loss: 2.0143, D_loss: 0.1072
Epoch 2/5: 18%|███████▌ | 41800/226747 [1:03:16<4:39:33, 11.03it/s][Batch 41800/226747] G_loss: 2.3014, D_loss: 0.0729
Epoch 2/5: 19%|███████▌ | 42000/226747 [1:03:34<4:39:06, 11.03it/s][Batch 42000/226747] G_loss: 2.2865, D_loss: 0.0629
Epoch 2/5: 19%|███████▋ | 42200/226747 [1:03:53<4:38:53, 11.03it/s][Batch 42200/226747] G_loss: 2.4885, D_loss: 0.0384
Epoch 2/5: 19%|███████▋ | 42400/226747 [1:04:11<4:38:21, 11.04it/s][Batch 42400/226747] G_loss: 2.3323, D_loss: 0.0419
Epoch 2/5: 19%|███████▋ | 42600/226747 [1:04:29<4:38:34, 11.02it/s][Batch 42600/226747] G_loss: 2.1174, D_loss: 0.1008
Epoch 2/5: 19%|███████▋ | 42800/226747 [1:04:47<4:37:59, 11.03it/s][Batch 42800/226747] G_loss: 2.2683, D_loss: 0.0695
Epoch 2/5: 19%|███████▊ | 43000/226747 [1:05:05<4:38:18, 11.00it/s][Batch 43000/226747] G_loss: 2.3243, D_loss: 0.0534
Epoch 2/5: 19%|███████▊ | 43200/226747 [1:05:23<4:36:51, 11.05it/s][Batch 43200/226747] G_loss: 2.2825, D_loss: 0.1281
Epoch 2/5: 19%|███████▊ | 43400/226747 [1:05:41<4:37:08, 11.03it/s][Batch 43400/226747] G_loss: 2.0534, D_loss: 0.1005
Epoch 2/5: 19%|███████▉ | 43600/226747 [1:05:59<4:36:57, 11.02it/s][Batch 43600/226747] G_loss: 2.3188, D_loss: 0.0619
Epoch 2/5: 19%|███████▉ | 43800/226747 [1:06:18<4:36:08, 11.04it/s][Batch 43800/226747] G_loss: 2.2382, D_loss: 0.1049
Epoch 2/5: 19%|███████▉ | 44000/226747 [1:06:36<4:36:02, 11.03it/s][Batch 44000/226747] G_loss: 2.4666, D_loss: 0.0512
Epoch 2/5: 19%|███████▉ | 44200/226747 [1:06:54<4:35:47, 11.03it/s][Batch 44200/226747] G_loss: 2.3208, D_loss: 0.0724
Epoch 2/5: 20%|████████ | 44400/226747 [1:07:12<4:35:44, 11.02it/s][Batch 44400/226747] G_loss: 2.4148, D_loss: 0.0444
Epoch 2/5: 20%|████████ | 44600/226747 [1:07:30<4:35:16, 11.03it/s][Batch 44600/226747] G_loss: 2.2200, D_loss: 0.0475
Epoch 2/5: 20%|████████ | 44800/226747 [1:07:48<4:34:59, 11.03it/s][Batch 44800/226747] G_loss: 2.4806, D_loss: 0.0470
Epoch 2/5: 20%|████████▏ | 45000/226747 [1:08:06<4:35:45, 10.98it/s][Batch 45000/226747] G_loss: 2.2301, D_loss: 0.0630
Epoch 2/5: 20%|████████▏ | 45200/226747 [1:08:25<4:34:36, 11.02it/s][Batch 45200/226747] G_loss: 2.1125, D_loss: 0.0909
Epoch 2/5: 20%|████████▏ | 45400/226747 [1:08:43<4:34:26, 11.01it/s][Batch 45400/226747] G_loss: 2.3475, D_loss: 0.0522
Epoch 2/5: 20%|████████▏ | 45600/226747 [1:09:01<4:33:22, 11.04it/s][Batch 45600/226747] G_loss: 2.4905, D_loss: 0.0737
Epoch 2/5: 20%|████████▎ | 45800/226747 [1:09:19<4:34:27, 10.99it/s][Batch 45800/226747] G_loss: 2.4195, D_loss: 0.0530
Epoch 2/5: 20%|████████▎ | 46000/226747 [1:09:37<4:32:59, 11.04it/s][Batch 46000/226747] G_loss: 2.2164, D_loss: 0.0570
Epoch 2/5: 20%|████████▎ | 46200/226747 [1:09:55<4:33:56, 10.98it/s][Batch 46200/226747] G_loss: 2.3248, D_loss: 0.0693
Epoch 2/5: 20%|████████▍ | 46400/226747 [1:10:14<4:32:27, 11.03it/s][Batch 46400/226747] G_loss: 2.3544, D_loss: 0.0401
Epoch 2/5: 21%|████████▍ | 46600/226747 [1:10:32<4:32:15, 11.03it/s][Batch 46600/226747] G_loss: 2.4622, D_loss: 0.0588
Epoch 2/5: 21%|████████▍ | 46800/226747 [1:10:50<4:32:09, 11.02it/s][Batch 46800/226747] G_loss: 2.2162, D_loss: 0.0667
Epoch 2/5: 21%|████████▍ | 47000/226747 [1:11:08<4:31:41, 11.03it/s][Batch 47000/226747] G_loss: 2.2739, D_loss: 0.0594
Epoch 2/5: 21%|████████▌ | 47200/226747 [1:11:26<4:32:00, 11.00it/s][Batch 47200/226747] G_loss: 2.4920, D_loss: 0.0410
Epoch 2/5: 21%|████████▌ | 47400/226747 [1:11:44<4:31:25, 11.01it/s][Batch 47400/226747] G_loss: 2.3071, D_loss: 0.0386
Epoch 2/5: 21%|████████▌ | 47600/226747 [1:12:02<4:30:14, 11.05it/s][Batch 47600/226747] G_loss: 2.4886, D_loss: 0.0938
Epoch 2/5: 21%|████████▋ | 47800/226747 [1:12:21<4:30:32, 11.02it/s][Batch 47800/226747] G_loss: 2.2334, D_loss: 0.0385
Epoch 2/5: 21%|████████▋ | 48000/226747 [1:12:39<4:30:15, 11.02it/s][Batch 48000/226747] G_loss: 2.3374, D_loss: 0.0585
Epoch 2/5: 21%|████████▋ | 48200/226747 [1:12:57<4:29:52, 11.03it/s][Batch 48200/226747] G_loss: 2.3349, D_loss: 0.0585
Epoch 2/5: 21%|████████▊ | 48400/226747 [1:13:15<4:29:34, 11.03it/s][Batch 48400/226747] G_loss: 2.0059, D_loss: 0.0727
Epoch 2/5: 21%|████████▊ | 48600/226747 [1:13:33<4:29:31, 11.02it/s][Batch 48600/226747] G_loss: 2.0042, D_loss: 0.0730
Epoch 2/5: 22%|████████▊ | 48800/226747 [1:13:51<4:29:08, 11.02it/s][Batch 48800/226747] G_loss: 2.3112, D_loss: 0.0767
Epoch 2/5: 22%|████████▊ | 49000/226747 [1:14:09<4:28:42, 11.02it/s][Batch 49000/226747] G_loss: 2.2242, D_loss: 0.0817
Epoch 2/5: 22%|████████▉ | 49200/226747 [1:14:28<4:28:06, 11.04it/s][Batch 49200/226747] G_loss: 2.3980, D_loss: 0.0493
Epoch 2/5: 22%|████████▉ | 49400/226747 [1:14:46<4:27:40, 11.04it/s][Batch 49400/226747] G_loss: 2.1831, D_loss: 0.0500
Epoch 2/5: 22%|████████▉ | 49600/226747 [1:15:04<4:27:59, 11.02it/s][Batch 49600/226747] G_loss: 2.3890, D_loss: 0.0322
Epoch 2/5: 22%|█████████ | 49800/226747 [1:15:22<4:26:54, 11.05it/s][Batch 49800/226747] G_loss: 2.3424, D_loss: 0.0410
Epoch 2/5: 22%|█████████ | 50000/226747 [1:15:40<4:27:51, 11.00it/s][Batch 50000/226747] G_loss: 2.1669, D_loss: 0.0826
Epoch 2/5: 22%|█████████ | 50200/226747 [1:15:58<4:28:07, 10.97it/s][Batch 50200/226747] G_loss: 2.2417, D_loss: 0.0536
Epoch 2/5: 22%|█████████ | 50400/226747 [1:16:17<4:26:45, 11.02it/s][Batch 50400/226747] G_loss: 2.0766, D_loss: 0.0601
Epoch 2/5: 22%|█████████▏ | 50600/226747 [1:16:35<4:25:50, 11.04it/s][Batch 50600/226747] G_loss: 2.0459, D_loss: 0.1034
Epoch 2/5: 22%|█████████▏ | 50800/226747 [1:16:53<4:25:48, 11.03it/s][Batch 50800/226747] G_loss: 2.2854, D_loss: 0.0552
Epoch 2/5: 22%|█████████▏ | 51000/226747 [1:17:11<4:25:49, 11.02it/s][Batch 51000/226747] G_loss: 2.2589, D_loss: 0.0868
Epoch 2/5: 23%|█████████▎ | 51200/226747 [1:17:29<4:24:57, 11.04it/s][Batch 51200/226747] G_loss: 2.4376, D_loss: 0.0516
Epoch 2/5: 23%|█████████▎ | 51400/226747 [1:17:47<4:25:07, 11.02it/s][Batch 51400/226747] G_loss: 2.3022, D_loss: 0.0417
Epoch 2/5: 23%|█████████▎ | 51600/226747 [1:18:05<4:25:22, 11.00it/s][Batch 51600/226747] G_loss: 2.4456, D_loss: 0.0303
Epoch 2/5: 23%|█████████▎ | 51800/226747 [1:18:24<4:24:29, 11.02it/s][Batch 51800/226747] G_loss: 2.9368, D_loss: 0.0749
Epoch 2/5: 23%|█████████▍ | 52000/226747 [1:18:42<4:25:12, 10.98it/s][Batch 52000/226747] G_loss: 2.6331, D_loss: 0.0386
Epoch 2/5: 23%|█████████▍ | 52200/226747 [1:19:00<4:24:27, 11.00it/s][Batch 52200/226747] G_loss: 2.4205, D_loss: 0.0484
Epoch 2/5: 23%|█████████▍ | 52400/226747 [1:19:18<4:23:16, 11.04it/s][Batch 52400/226747] G_loss: 2.3986, D_loss: 0.0506
Epoch 2/5: 23%|█████████▌ | 52600/226747 [1:19:36<4:23:07, 11.03it/s][Batch 52600/226747] G_loss: 2.2185, D_loss: 0.0501
Epoch 2/5: 23%|█████████▌ | 52800/226747 [1:19:54<4:22:47, 11.03it/s][Batch 52800/226747] G_loss: 2.2199, D_loss: 0.0551
Epoch 2/5: 23%|█████████▌ | 53000/226747 [1:20:12<4:22:17, 11.04it/s][Batch 53000/226747] G_loss: 2.3948, D_loss: 0.0493
Epoch 2/5: 23%|█████████▌ | 53200/226747 [1:20:31<4:21:59, 11.04it/s][Batch 53200/226747] G_loss: 2.3245, D_loss: 0.0350
Epoch 2/5: 24%|█████████▋ | 53400/226747 [1:20:49<4:21:40, 11.04it/s][Batch 53400/226747] G_loss: 2.3373, D_loss: 0.0664
Epoch 2/5: 24%|█████████▋ | 53600/226747 [1:21:07<4:21:31, 11.03it/s][Batch 53600/226747] G_loss: 2.3310, D_loss: 0.0412
Epoch 2/5: 24%|█████████▋ | 53800/226747 [1:21:25<4:21:20, 11.03it/s][Batch 53800/226747] G_loss: 2.3740, D_loss: 0.0558
Epoch 2/5: 24%|█████████▊ | 54000/226747 [1:21:43<4:21:03, 11.03it/s][Batch 54000/226747] G_loss: 2.3787, D_loss: 0.0366
Epoch 2/5: 24%|█████████▊ | 54200/226747 [1:22:01<4:20:43, 11.03it/s][Batch 54200/226747] G_loss: 2.2226, D_loss: 0.0464
Epoch 2/5: 24%|█████████▊ | 54400/226747 [1:22:19<4:20:46, 11.01it/s][Batch 54400/226747] G_loss: 2.7250, D_loss: 0.0657
Epoch 2/5: 24%|█████████▊ | 54600/226747 [1:22:38<4:19:58, 11.04it/s][Batch 54600/226747] G_loss: 2.3793, D_loss: 0.0327
Epoch 2/5: 24%|█████████▉ | 54800/226747 [1:22:56<4:20:02, 11.02it/s][Batch 54800/226747] G_loss: 2.3278, D_loss: 0.0564
Epoch 2/5: 24%|█████████▉ | 55000/226747 [1:23:14<4:19:20, 11.04it/s][Batch 55000/226747] G_loss: 2.2931, D_loss: 0.0388
Epoch 2/5: 24%|█████████▉ | 55200/226747 [1:23:32<4:19:09, 11.03it/s][Batch 55200/226747] G_loss: 2.1190, D_loss: 0.0396
Epoch 2/5: 24%|██████████ | 55400/226747 [1:23:50<4:19:56, 10.99it/s][Batch 55400/226747] G_loss: 2.0749, D_loss: 0.1046
Epoch 2/5: 25%|██████████ | 55600/226747 [1:24:08<4:18:10, 11.05it/s][Batch 55600/226747] G_loss: 2.1205, D_loss: 0.0757
Epoch 2/5: 25%|██████████ | 55800/226747 [1:24:26<4:18:39, 11.01it/s][Batch 55800/226747] G_loss: 2.2303, D_loss: 0.0503
Epoch 2/5: 25%|██████████▏ | 56000/226747 [1:24:45<4:18:14, 11.02it/s][Batch 56000/226747] G_loss: 2.3174, D_loss: 0.1272
Epoch 2/5: 25%|██████████▏ | 56200/226747 [1:25:03<4:18:02, 11.02it/s][Batch 56200/226747] G_loss: 2.1459, D_loss: 0.0614
Epoch 2/5: 25%|██████████▏ | 56400/226747 [1:25:21<4:17:37, 11.02it/s][Batch 56400/226747] G_loss: 1.9189, D_loss: 0.0923
Epoch 2/5: 25%|██████████▏ | 56600/226747 [1:25:39<4:18:03, 10.99it/s][Batch 56600/226747] G_loss: 2.8120, D_loss: 0.0668
Epoch 2/5: 25%|██████████▎ | 56800/226747 [1:25:57<4:17:03, 11.02it/s][Batch 56800/226747] G_loss: 2.4126, D_loss: 0.0747
Epoch 2/5: 25%|██████████▎ | 57000/226747 [1:26:15<4:16:39, 11.02it/s][Batch 57000/226747] G_loss: 2.3247, D_loss: 0.0451
Epoch 2/5: 25%|██████████▎ | 57200/226747 [1:26:34<4:15:52, 11.04it/s][Batch 57200/226747] G_loss: 2.2293, D_loss: 0.0631
Epoch 2/5: 25%|██████████▍ | 57400/226747 [1:26:52<4:16:02, 11.02it/s][Batch 57400/226747] G_loss: 2.3934, D_loss: 0.0467
Epoch 2/5: 25%|██████████▍ | 57600/226747 [1:27:10<4:15:38, 11.03it/s][Batch 57600/226747] G_loss: 2.3477, D_loss: 0.0387
Epoch 2/5: 25%|██████████▍ | 57800/226747 [1:27:28<4:16:39, 10.97it/s][Batch 57800/226747] G_loss: 2.3294, D_loss: 0.0471
Epoch 2/5: 26%|██████████▍ | 58000/226747 [1:27:46<4:15:12, 11.02it/s][Batch 58000/226747] G_loss: 2.3740, D_loss: 0.0515
Epoch 2/5: 26%|██████████▌ | 58200/226747 [1:28:04<4:14:22, 11.04it/s][Batch 58200/226747] G_loss: 2.2476, D_loss: 0.0487
Epoch 2/5: 26%|██████████▌ | 58400/226747 [1:28:22<4:14:38, 11.02it/s][Batch 58400/226747] G_loss: 2.2627, D_loss: 0.0312
Epoch 2/5: 26%|██████████▌ | 58600/226747 [1:28:41<4:14:04, 11.03it/s][Batch 58600/226747] G_loss: 2.4280, D_loss: 0.0300
Epoch 2/5: 26%|██████████▋ | 58800/226747 [1:28:59<4:13:45, 11.03it/s][Batch 58800/226747] G_loss: 2.4027, D_loss: 0.0397
Epoch 2/5: 26%|██████████▋ | 59000/226747 [1:29:17<4:14:48, 10.97it/s][Batch 59000/226747] G_loss: 1.9139, D_loss: 0.1858
Epoch 2/5: 26%|██████████▋ | 59200/226747 [1:29:35<4:13:15, 11.03it/s][Batch 59200/226747] G_loss: 2.1970, D_loss: 0.0610
Epoch 2/5: 26%|██████████▋ | 59400/226747 [1:29:53<4:13:07, 11.02it/s][Batch 59400/226747] G_loss: 2.2743, D_loss: 0.0698
Epoch 2/5: 26%|██████████▊ | 59600/226747 [1:30:11<4:12:22, 11.04it/s][Batch 59600/226747] G_loss: 2.4668, D_loss: 0.0667
Epoch 2/5: 26%|██████████▊ | 59800/226747 [1:30:29<4:12:39, 11.01it/s][Batch 59800/226747] G_loss: 2.4523, D_loss: 0.0717
Epoch 2/5: 26%|██████████▊ | 60000/226747 [1:30:48<4:12:54, 10.99it/s][Batch 60000/226747] G_loss: 2.2088, D_loss: 0.0921
Epoch 2/5: 27%|██████████▉ | 60200/226747 [1:31:06<4:11:32, 11.04it/s][Batch 60200/226747] G_loss: 2.4028, D_loss: 0.0716
Epoch 2/5: 27%|██████████▉ | 60400/226747 [1:31:24<4:11:08, 11.04it/s][Batch 60400/226747] G_loss: 2.2724, D_loss: 0.0388
Epoch 2/5: 27%|██████████▉ | 60600/226747 [1:31:42<4:10:45, 11.04it/s][Batch 60600/226747] G_loss: 2.1570, D_loss: 0.1702
Epoch 2/5: 27%|██████████▉ | 60800/226747 [1:32:00<4:10:48, 11.03it/s][Batch 60800/226747] G_loss: 2.2982, D_loss: 0.0514
Epoch 2/5: 27%|███████████ | 61000/226747 [1:32:18<4:10:38, 11.02it/s][Batch 61000/226747] G_loss: 2.3880, D_loss: 0.0533
Epoch 2/5: 27%|███████████ | 61200/226747 [1:32:37<4:11:16, 10.98it/s][Batch 61200/226747] G_loss: 2.2262, D_loss: 0.0585
Epoch 2/5: 27%|███████████ | 61400/226747 [1:32:55<4:09:58, 11.02it/s][Batch 61400/226747] G_loss: 2.2411, D_loss: 0.0376
Epoch 2/5: 27%|███████████▏ | 61600/226747 [1:33:13<4:09:27, 11.03it/s][Batch 61600/226747] G_loss: 2.2652, D_loss: 0.0936
Epoch 2/5: 27%|███████████▏ | 61800/226747 [1:33:31<4:09:22, 11.02it/s][Batch 61800/226747] G_loss: 2.1613, D_loss: 0.0619
Epoch 2/5: 27%|███████████▏ | 62000/226747 [1:33:49<4:08:38, 11.04it/s][Batch 62000/226747] G_loss: 2.7511, D_loss: 0.0738
Epoch 2/5: 27%|███████████▏ | 62200/226747 [1:34:07<4:09:00, 11.01it/s][Batch 62200/226747] G_loss: 2.0718, D_loss: 0.0851
Epoch 2/5: 28%|███████████▎ | 62400/226747 [1:34:25<4:09:18, 10.99it/s][Batch 62400/226747] G_loss: 2.3676, D_loss: 0.0547
Epoch 2/5: 28%|███████████▎ | 62600/226747 [1:34:44<4:08:16, 11.02it/s][Batch 62600/226747] G_loss: 2.2837, D_loss: 0.0529
Epoch 2/5: 28%|███████████▎ | 62800/226747 [1:35:02<4:07:44, 11.03it/s][Batch 62800/226747] G_loss: 2.2628, D_loss: 0.0414
Epoch 2/5: 28%|███████████▍ | 63000/226747 [1:35:20<4:07:13, 11.04it/s][Batch 63000/226747] G_loss: 2.1277, D_loss: 0.0575
Epoch 2/5: 28%|███████████▍ | 63200/226747 [1:35:38<4:07:11, 11.03it/s][Batch 63200/226747] G_loss: 2.0652, D_loss: 0.0764
Epoch 2/5: 28%|███████████▍ | 63400/226747 [1:35:56<4:06:48, 11.03it/s][Batch 63400/226747] G_loss: 2.3285, D_loss: 0.0299
Epoch 2/5: 28%|███████████▌ | 63600/226747 [1:36:14<4:06:36, 11.03it/s][Batch 63600/226747] G_loss: 2.2729, D_loss: 0.0382
Epoch 2/5: 28%|███████████▌ | 63800/226747 [1:36:32<4:06:12, 11.03it/s][Batch 63800/226747] G_loss: 2.0999, D_loss: 0.0719
Epoch 2/5: 28%|███████████▌ | 64000/226747 [1:36:51<4:06:03, 11.02it/s][Batch 64000/226747] G_loss: 2.3780, D_loss: 0.0357
Epoch 2/5: 28%|███████████▌ | 64200/226747 [1:37:09<4:05:56, 11.01it/s][Batch 64200/226747] G_loss: 2.3785, D_loss: 0.0566
Epoch 2/5: 28%|███████████▋ | 64400/226747 [1:37:27<4:05:22, 11.03it/s][Batch 64400/226747] G_loss: 2.4500, D_loss: 0.0379
Epoch 2/5: 28%|███████████▋ | 64600/226747 [1:37:45<4:05:10, 11.02it/s][Batch 64600/226747] G_loss: 2.3832, D_loss: 0.0538
Epoch 2/5: 29%|███████████▋ | 64800/226747 [1:38:03<4:05:03, 11.01it/s][Batch 64800/226747] G_loss: 2.1123, D_loss: 0.0723
Epoch 2/5: 29%|███████████▊ | 65000/226747 [1:38:21<4:04:19, 11.03it/s][Batch 65000/226747] G_loss: 2.1839, D_loss: 0.0543
Epoch 2/5: 29%|███████████▊ | 65200/226747 [1:38:39<4:04:15, 11.02it/s][Batch 65200/226747] G_loss: 2.0842, D_loss: 0.0866
Epoch 2/5: 29%|███████████▊ | 65400/226747 [1:38:58<4:03:48, 11.03it/s][Batch 65400/226747] G_loss: 2.1212, D_loss: 0.1152
Epoch 2/5: 29%|███████████▊ | 65600/226747 [1:39:16<4:03:38, 11.02it/s][Batch 65600/226747] G_loss: 2.1182, D_loss: 0.1864
Epoch 2/5: 29%|███████████▉ | 65800/226747 [1:39:34<4:03:11, 11.03it/s][Batch 65800/226747] G_loss: 2.1340, D_loss: 0.0845
Epoch 2/5: 29%|███████████▉ | 66000/226747 [1:39:52<4:03:09, 11.02it/s][Batch 66000/226747] G_loss: 2.2698, D_loss: 0.0541
Epoch 2/5: 29%|███████████▉ | 66200/226747 [1:40:10<4:02:48, 11.02it/s][Batch 66200/226747] G_loss: 2.2318, D_loss: 0.0474
Epoch 2/5: 29%|████████████ | 66400/226747 [1:40:28<4:02:16, 11.03it/s][Batch 66400/226747] G_loss: 2.4805, D_loss: 0.0376
Epoch 2/5: 29%|████████████ | 66600/226747 [1:40:46<4:01:47, 11.04it/s][Batch 66600/226747] G_loss: 2.1355, D_loss: 0.0722
Epoch 2/5: 29%|████████████ | 66800/226747 [1:41:05<4:02:03, 11.01it/s][Batch 66800/226747] G_loss: 2.4219, D_loss: 0.0710
Epoch 2/5: 30%|████████████ | 67000/226747 [1:41:23<4:02:14, 10.99it/s][Batch 67000/226747] G_loss: 2.4331, D_loss: 0.0180
Epoch 2/5: 30%|████████████▏ | 67200/226747 [1:41:41<4:02:10, 10.98it/s][Batch 67200/226747] G_loss: 2.4185, D_loss: 0.0440
Epoch 2/5: 30%|████████████▏ | 67400/226747 [1:41:59<4:01:48, 10.98it/s][Batch 67400/226747] G_loss: 2.3831, D_loss: 0.0496
Epoch 2/5: 30%|████████████▏ | 67600/226747 [1:42:17<4:00:52, 11.01it/s][Batch 67600/226747] G_loss: 2.3558, D_loss: 0.0337
Epoch 2/5: 30%|████████████▎ | 67800/226747 [1:42:35<3:59:58, 11.04it/s][Batch 67800/226747] G_loss: 2.3044, D_loss: 0.0407
Epoch 2/5: 30%|████████████▎ | 68002/226747 [1:42:54<3:59:45, 11.03it/s][Batch 68000/226747] G_loss: 2.3036, D_loss: 0.0486
Epoch 2/5: 30%|████████████▎ | 68200/226747 [1:43:12<4:00:22, 10.99it/s][Batch 68200/226747] G_loss: 2.3756, D_loss: 0.0375
Epoch 2/5: 30%|████████████▎ | 68400/226747 [1:43:30<3:59:17, 11.03it/s][Batch 68400/226747] G_loss: 2.3214, D_loss: 0.0464
Epoch 2/5: 30%|████████████▍ | 68600/226747 [1:43:48<3:58:31, 11.05it/s][Batch 68600/226747] G_loss: 2.3652, D_loss: 0.0516
Epoch 2/5: 30%|████████████▍ | 68800/226747 [1:44:06<3:58:30, 11.04it/s][Batch 68800/226747] G_loss: 2.4958, D_loss: 0.0372
Epoch 2/5: 30%|████████████▍ | 69000/226747 [1:44:24<3:57:37, 11.06it/s][Batch 69000/226747] G_loss: 2.0877, D_loss: 0.0862
Epoch 2/5: 31%|████████████▌ | 69200/226747 [1:44:42<3:57:41, 11.05it/s][Batch 69200/226747] G_loss: 2.1886, D_loss: 0.0533
Epoch 2/5: 31%|████████████▌ | 69400/226747 [1:45:01<3:57:15, 11.05it/s][Batch 69400/226747] G_loss: 2.3961, D_loss: 0.0482
Epoch 2/5: 31%|████████████▌ | 69600/226747 [1:45:19<3:57:00, 11.05it/s][Batch 69600/226747] G_loss: 2.2163, D_loss: 0.0467
Epoch 2/5: 31%|████████████▌ | 69800/226747 [1:45:37<3:56:40, 11.05it/s][Batch 69800/226747] G_loss: 2.4617, D_loss: 0.0590
Epoch 2/5: 31%|████████████▋ | 70000/226747 [1:45:55<3:56:29, 11.05it/s][Batch 70000/226747] G_loss: 2.4450, D_loss: 0.0609
Epoch 2/5: 31%|████████████▋ | 70200/226747 [1:46:13<3:56:09, 11.05it/s][Batch 70200/226747] G_loss: 2.3048, D_loss: 0.0445
Epoch 2/5: 31%|████████████▋ | 70400/226747 [1:46:31<3:56:51, 11.00it/s][Batch 70400/226747] G_loss: 2.2555, D_loss: 0.0546
Epoch 2/5: 31%|████████████▊ | 70600/226747 [1:46:49<3:56:13, 11.02it/s][Batch 70600/226747] G_loss: 2.3745, D_loss: 0.0569
Epoch 2/5: 31%|████████████▊ | 70800/226747 [1:47:07<3:55:16, 11.05it/s][Batch 70800/226747] G_loss: 2.3516, D_loss: 0.0671
Epoch 2/5: 31%|████████████▊ | 71000/226747 [1:47:26<3:55:12, 11.04it/s][Batch 71000/226747] G_loss: 2.4200, D_loss: 0.0370
Epoch 2/5: 31%|████████████▊ | 71200/226747 [1:47:44<3:54:41, 11.05it/s][Batch 71200/226747] G_loss: 2.3350, D_loss: 0.0405
Epoch 2/5: 31%|████████████▉ | 71400/226747 [1:48:02<3:54:29, 11.04it/s][Batch 71400/226747] G_loss: 2.0178, D_loss: 0.1439
Epoch 2/5: 32%|████████████▉ | 71600/226747 [1:48:20<3:54:22, 11.03it/s][Batch 71600/226747] G_loss: 2.5838, D_loss: 0.0812
Epoch 2/5: 32%|████████████▉ | 71800/226747 [1:48:38<3:53:54, 11.04it/s][Batch 71800/226747] G_loss: 2.2687, D_loss: 0.0737
Epoch 2/5: 32%|█████████████ | 72000/226747 [1:48:56<3:53:02, 11.07it/s][Batch 72000/226747] G_loss: 2.1693, D_loss: 0.1180
Epoch 2/5: 32%|█████████████ | 72200/226747 [1:49:14<3:53:08, 11.05it/s][Batch 72200/226747] G_loss: 2.3020, D_loss: 0.0320
Epoch 2/5: 32%|█████████████ | 72400/226747 [1:49:32<3:53:24, 11.02it/s][Batch 72400/226747] G_loss: 2.4739, D_loss: 0.0293
Epoch 2/5: 32%|█████████████▏ | 72600/226747 [1:49:50<3:53:16, 11.01it/s][Batch 72600/226747] G_loss: 2.1167, D_loss: 0.0536
Epoch 2/5: 32%|█████████████▏ | 72800/226747 [1:50:09<3:53:17, 11.00it/s][Batch 72800/226747] G_loss: 2.2000, D_loss: 0.0976
Epoch 2/5: 32%|█████████████▏ | 73000/226747 [1:50:27<3:51:49, 11.05it/s][Batch 73000/226747] G_loss: 2.3800, D_loss: 0.0561
Epoch 2/5: 32%|█████████████▏ | 73200/226747 [1:50:45<3:51:33, 11.05it/s][Batch 73200/226747] G_loss: 2.3357, D_loss: 0.0437
Epoch 2/5: 32%|█████████████▎ | 73400/226747 [1:51:03<3:52:12, 11.01it/s][Batch 73400/226747] G_loss: 2.2508, D_loss: 0.0810
Epoch 2/5: 32%|█████████████▎ | 73600/226747 [1:51:21<3:51:01, 11.05it/s][Batch 73600/226747] G_loss: 2.5494, D_loss: 0.0652
Epoch 2/5: 33%|█████████████▎ | 73800/226747 [1:51:39<3:50:51, 11.04it/s][Batch 73800/226747] G_loss: 2.4744, D_loss: 0.0430
Epoch 2/5: 33%|█████████████▍ | 74000/226747 [1:51:57<3:50:39, 11.04it/s][Batch 74000/226747] G_loss: 2.3236, D_loss: 0.0467
Epoch 2/5: 33%|█████████████▍ | 74200/226747 [1:52:15<3:50:22, 11.04it/s][Batch 74200/226747] G_loss: 2.3170, D_loss: 0.0604
Epoch 2/5: 33%|█████████████▍ | 74400/226747 [1:52:34<3:50:18, 11.02it/s][Batch 74400/226747] G_loss: 2.3680, D_loss: 0.0431
Epoch 2/5: 33%|█████████████▍ | 74600/226747 [1:52:52<3:49:26, 11.05it/s][Batch 74600/226747] G_loss: 2.2594, D_loss: 0.0474
Epoch 2/5: 33%|█████████████▌ | 74800/226747 [1:53:10<3:49:09, 11.05it/s][Batch 74800/226747] G_loss: 2.3913, D_loss: 0.0542
Epoch 2/5: 33%|█████████████▌ | 75000/226747 [1:53:28<3:49:39, 11.01it/s][Batch 75000/226747] G_loss: 2.3058, D_loss: 0.0738
Epoch 2/5: 33%|█████████████▌ | 75200/226747 [1:53:47<3:48:42, 11.04it/s][Batch 75200/226747] G_loss: 2.3706, D_loss: 0.0651
Epoch 2/5: 33%|█████████████▋ | 75400/226747 [1:54:05<3:49:14, 11.00it/s][Batch 75400/226747] G_loss: 2.5215, D_loss: 0.0543
Epoch 2/5: 33%|█████████████▋ | 75600/226747 [1:54:23<3:48:10, 11.04it/s][Batch 75600/226747] G_loss: 2.0985, D_loss: 0.0830
Epoch 2/5: 33%|█████████████▋ | 75800/226747 [1:54:41<3:48:01, 11.03it/s][Batch 75800/226747] G_loss: 2.2312, D_loss: 0.0593
Epoch 2/5: 34%|█████████████▋ | 76000/226747 [1:54:59<3:47:47, 11.03it/s][Batch 76000/226747] G_loss: 2.3776, D_loss: 0.0351
Epoch 2/5: 34%|█████████████▊ | 76200/226747 [1:55:18<3:47:27, 11.03it/s][Batch 76200/226747] G_loss: 2.3582, D_loss: 0.0677
Epoch 2/5: 34%|█████████████▊ | 76400/226747 [1:55:36<3:46:54, 11.04it/s][Batch 76400/226747] G_loss: 2.4060, D_loss: 0.0803
Epoch 2/5: 34%|█████████████▊ | 76600/226747 [1:55:54<3:46:21, 11.06it/s][Batch 76600/226747] G_loss: 2.2921, D_loss: 0.0627
Epoch 2/5: 34%|█████████████▉ | 76800/226747 [1:56:12<3:46:08, 11.05it/s][Batch 76800/226747] G_loss: 2.2620, D_loss: 0.0482
Epoch 2/5: 34%|█████████████▉ | 77000/226747 [1:56:30<3:46:00, 11.04it/s][Batch 77000/226747] G_loss: 2.3158, D_loss: 0.0542
Epoch 2/5: 34%|█████████████▉ | 77200/226747 [1:56:48<3:45:31, 11.05it/s][Batch 77200/226747] G_loss: 2.4028, D_loss: 0.0461
Epoch 2/5: 34%|█████████████▉ | 77400/226747 [1:57:06<3:45:37, 11.03it/s][Batch 77400/226747] G_loss: 2.3366, D_loss: 0.0396
Epoch 2/5: 34%|██████████████ | 77600/226747 [1:57:24<3:45:00, 11.05it/s][Batch 77600/226747] G_loss: 2.2084, D_loss: 0.0679
Epoch 2/5: 34%|██████████████ | 77800/226747 [1:57:42<3:44:54, 11.04it/s][Batch 77800/226747] G_loss: 2.0356, D_loss: 0.0514
Epoch 2/5: 34%|██████████████ | 78000/226747 [1:58:01<3:44:18, 11.05it/s][Batch 78000/226747] G_loss: 2.3327, D_loss: 0.0716
Epoch 2/5: 34%|██████████████▏ | 78200/226747 [1:58:19<3:44:08, 11.05it/s][Batch 78200/226747] G_loss: 2.3676, D_loss: 0.0305
Epoch 2/5: 35%|██████████████▏ | 78400/226747 [1:58:37<3:44:23, 11.02it/s][Batch 78400/226747] G_loss: 2.2472, D_loss: 0.0280
Epoch 2/5: 35%|██████████████▏ | 78600/226747 [1:58:55<3:44:28, 11.00it/s][Batch 78600/226747] G_loss: 2.3875, D_loss: 0.0492
Epoch 2/5: 35%|██████████████▏ | 78800/226747 [1:59:13<3:43:30, 11.03it/s][Batch 78800/226747] G_loss: 2.4670, D_loss: 0.0325
Epoch 2/5: 35%|██████████████▎ | 79000/226747 [1:59:31<3:43:22, 11.02it/s][Batch 79000/226747] G_loss: 2.5387, D_loss: 0.0295
Epoch 2/5: 35%|██████████████▎ | 79200/226747 [1:59:49<3:42:41, 11.04it/s][Batch 79200/226747] G_loss: 2.3434, D_loss: 0.0604
Epoch 2/5: 35%|██████████████▎ | 79400/226747 [2:00:08<3:42:15, 11.05it/s][Batch 79400/226747] G_loss: 2.3456, D_loss: 0.0400
Epoch 2/5: 35%|██████████████▍ | 79600/226747 [2:00:26<3:41:53, 11.05it/s][Batch 79600/226747] G_loss: 2.1676, D_loss: 0.1032
Epoch 2/5: 35%|██████████████▍ | 79800/226747 [2:00:44<3:41:32, 11.06it/s][Batch 79800/226747] G_loss: 2.2634, D_loss: 0.0707
Epoch 2/5: 35%|██████████████▍ | 80000/226747 [2:01:02<3:41:23, 11.05it/s][Batch 80000/226747] G_loss: 2.3550, D_loss: 0.0441
Epoch 2/5: 35%|██████████████▌ | 80200/226747 [2:01:20<3:41:01, 11.05it/s][Batch 80200/226747] G_loss: 2.3460, D_loss: 0.0575
Epoch 2/5: 35%|██████████████▌ | 80400/226747 [2:01:38<3:40:47, 11.05it/s][Batch 80400/226747] G_loss: 2.2886, D_loss: 0.0326
Epoch 2/5: 36%|██████████████▌ | 80600/226747 [2:01:56<3:40:27, 11.05it/s][Batch 80600/226747] G_loss: 2.3458, D_loss: 0.0733
Epoch 2/5: 36%|██████████████▌ | 80800/226747 [2:02:14<3:41:09, 11.00it/s][Batch 80800/226747] G_loss: 2.4484, D_loss: 0.0790
Epoch 2/5: 36%|██████████████▋ | 81000/226747 [2:02:33<3:39:56, 11.04it/s][Batch 81000/226747] G_loss: 2.4843, D_loss: 0.0446
Epoch 2/5: 36%|██████████████▋ | 81200/226747 [2:02:51<3:39:34, 11.05it/s][Batch 81200/226747] G_loss: 2.3119, D_loss: 0.0483
Epoch 2/5: 36%|██████████████▋ | 81400/226747 [2:03:09<3:39:13, 11.05it/s][Batch 81400/226747] G_loss: 2.0632, D_loss: 0.0792
Epoch 2/5: 36%|██████████████▊ | 81600/226747 [2:03:27<3:39:05, 11.04it/s][Batch 81600/226747] G_loss: 2.3282, D_loss: 0.0761
Epoch 2/5: 36%|██████████████▊ | 81800/226747 [2:03:45<3:38:43, 11.04it/s][Batch 81800/226747] G_loss: 2.3043, D_loss: 0.0542
Epoch 2/5: 36%|██████████████▊ | 82000/226747 [2:04:03<3:39:11, 11.01it/s][Batch 82000/226747] G_loss: 2.2402, D_loss: 0.0478
Epoch 2/5: 36%|██████████████▊ | 82200/226747 [2:04:21<3:38:00, 11.05it/s][Batch 82200/226747] G_loss: 2.4171, D_loss: 0.0340
Epoch 2/5: 36%|██████████████▉ | 82400/226747 [2:04:39<3:37:32, 11.06it/s][Batch 82400/226747] G_loss: 2.5191, D_loss: 0.0640
Epoch 2/5: 36%|██████████████▉ | 82600/226747 [2:04:57<3:37:38, 11.04it/s][Batch 82600/226747] G_loss: 2.7070, D_loss: 0.2129
Epoch 2/5: 37%|██████████████▉ | 82800/226747 [2:05:16<3:37:17, 11.04it/s][Batch 82800/226747] G_loss: 2.1666, D_loss: 0.0715
Epoch 2/5: 37%|███████████████ | 83000/226747 [2:05:34<3:36:49, 11.05it/s][Batch 83000/226747] G_loss: 2.6451, D_loss: 0.0668
Epoch 2/5: 37%|███████████████ | 83200/226747 [2:05:52<3:36:56, 11.03it/s][Batch 83200/226747] G_loss: 2.3782, D_loss: 0.0593
Epoch 2/5: 37%|███████████████ | 83400/226747 [2:06:10<3:36:37, 11.03it/s][Batch 83400/226747] G_loss: 2.3084, D_loss: 0.0677
Epoch 2/5: 37%|███████████████ | 83600/226747 [2:06:28<3:36:02, 11.04it/s][Batch 83600/226747] G_loss: 2.2901, D_loss: 0.1470
Epoch 2/5: 37%|███████████████▏ | 83800/226747 [2:06:46<3:35:50, 11.04it/s][Batch 83800/226747] G_loss: 2.3281, D_loss: 0.0547
Epoch 2/5: 37%|███████████████▏ | 84000/226747 [2:07:04<3:35:20, 11.05it/s][Batch 84000/226747] G_loss: 2.0689, D_loss: 0.1359
Epoch 2/5: 37%|███████████████▏ | 84200/226747 [2:07:22<3:35:07, 11.04it/s][Batch 84200/226747] G_loss: 2.5653, D_loss: 0.0274
Epoch 2/5: 37%|███████████████▎ | 84400/226747 [2:07:41<3:34:58, 11.04it/s][Batch 84400/226747] G_loss: 2.4110, D_loss: 0.0270
Epoch 2/5: 37%|███████████████▎ | 84600/226747 [2:07:59<3:34:51, 11.03it/s][Batch 84600/226747] G_loss: 2.3808, D_loss: 0.0394
Epoch 2/5: 37%|███████████████▎ | 84800/226747 [2:08:17<3:35:17, 10.99it/s][Batch 84800/226747] G_loss: 2.3121, D_loss: 0.0580
Epoch 2/5: 37%|███████████████▎ | 85000/226747 [2:08:35<3:33:57, 11.04it/s][Batch 85000/226747] G_loss: 2.0834, D_loss: 0.1005
Epoch 2/5: 38%|███████████████▍ | 85200/226747 [2:08:53<3:33:19, 11.06it/s][Batch 85200/226747] G_loss: 2.2340, D_loss: 0.1270
Epoch 2/5: 38%|███████████████▍ | 85400/226747 [2:09:11<3:33:25, 11.04it/s][Batch 85400/226747] G_loss: 2.0859, D_loss: 0.1044
Epoch 2/5: 38%|███████████████▍ | 85600/226747 [2:09:29<3:33:22, 11.02it/s][Batch 85600/226747] G_loss: 2.4641, D_loss: 0.0470
Epoch 2/5: 38%|███████████████▌ | 85800/226747 [2:09:48<3:32:39, 11.05it/s][Batch 85800/226747] G_loss: 2.3069, D_loss: 0.0887
Epoch 2/5: 38%|███████████████▌ | 86000/226747 [2:10:06<3:32:23, 11.04it/s][Batch 86000/226747] G_loss: 2.0382, D_loss: 0.0954
Epoch 2/5: 38%|███████████████▌ | 86200/226747 [2:10:24<3:32:10, 11.04it/s][Batch 86200/226747] G_loss: 2.3346, D_loss: 0.0394
Epoch 2/5: 38%|███████████████▌ | 86400/226747 [2:10:42<3:31:49, 11.04it/s][Batch 86400/226747] G_loss: 2.3583, D_loss: 0.0482
Epoch 2/5: 38%|███████████████▋ | 86600/226747 [2:11:00<3:31:17, 11.05it/s][Batch 86600/226747] G_loss: 2.1593, D_loss: 0.0800
Epoch 2/5: 38%|███████████████▋ | 86800/226747 [2:11:18<3:31:20, 11.04it/s][Batch 86800/226747] G_loss: 2.3828, D_loss: 0.0427
Epoch 2/5: 38%|███████████████▋ | 87000/226747 [2:11:36<3:31:01, 11.04it/s][Batch 87000/226747] G_loss: 2.4975, D_loss: 0.0590
Epoch 2/5: 38%|███████████████▊ | 87200/226747 [2:11:54<3:30:50, 11.03it/s][Batch 87200/226747] G_loss: 2.3133, D_loss: 0.0435
Epoch 2/5: 39%|███████████████▊ | 87400/226747 [2:12:12<3:30:08, 11.05it/s][Batch 87400/226747] G_loss: 2.2384, D_loss: 0.0525
Epoch 2/5: 39%|███████████████▊ | 87600/226747 [2:12:31<3:30:24, 11.02it/s][Batch 87600/226747] G_loss: 2.2253, D_loss: 0.0495
Epoch 2/5: 39%|███████████████▉ | 87800/226747 [2:12:49<3:30:36, 11.00it/s][Batch 87800/226747] G_loss: 2.3292, D_loss: 0.0335
Epoch 2/5: 39%|███████████████▉ | 88000/226747 [2:13:07<3:29:38, 11.03it/s][Batch 88000/226747] G_loss: 2.3671, D_loss: 0.0409
Epoch 2/5: 39%|███████████████▉ | 88200/226747 [2:13:25<3:29:06, 11.04it/s][Batch 88200/226747] G_loss: 2.4720, D_loss: 0.0632
Epoch 2/5: 39%|███████████████▉ | 88400/226747 [2:13:43<3:28:54, 11.04it/s][Batch 88400/226747] G_loss: 2.2443, D_loss: 0.1098
Epoch 2/5: 39%|████████████████ | 88600/226747 [2:14:01<3:28:54, 11.02it/s][Batch 88600/226747] G_loss: 2.0965, D_loss: 0.0794
Epoch 2/5: 39%|████████████████ | 88800/226747 [2:14:19<3:28:21, 11.03it/s][Batch 88800/226747] G_loss: 2.3599, D_loss: 0.0557
Epoch 2/5: 39%|████████████████ | 89000/226747 [2:14:37<3:27:47, 11.05it/s][Batch 89000/226747] G_loss: 2.1679, D_loss: 0.0579
Epoch 2/5: 39%|████████████████▏ | 89200/226747 [2:14:56<3:27:43, 11.04it/s][Batch 89200/226747] G_loss: 2.3304, D_loss: 0.0551
Epoch 2/5: 39%|████████████████▏ | 89400/226747 [2:15:14<3:27:01, 11.06it/s][Batch 89400/226747] G_loss: 2.2608, D_loss: 0.0298
Epoch 2/5: 40%|████████████████▏ | 89600/226747 [2:15:32<3:27:02, 11.04it/s][Batch 89600/226747] G_loss: 2.0608, D_loss: 0.1139
Epoch 2/5: 40%|████████████████▏ | 89800/226747 [2:15:50<3:26:27, 11.05it/s][Batch 89800/226747] G_loss: 2.1334, D_loss: 0.0662
Epoch 2/5: 40%|████████████████▎ | 90000/226747 [2:16:08<3:26:44, 11.02it/s][Batch 90000/226747] G_loss: 2.4386, D_loss: 0.0455
Epoch 2/5: 40%|████████████████▎ | 90200/226747 [2:16:26<3:26:01, 11.05it/s][Batch 90200/226747] G_loss: 2.5026, D_loss: 0.0432
Epoch 2/5: 40%|████████████████▎ | 90400/226747 [2:16:44<3:25:36, 11.05it/s][Batch 90400/226747] G_loss: 2.0926, D_loss: 0.0637
Epoch 2/5: 40%|████████████████▍ | 90600/226747 [2:17:02<3:25:39, 11.03it/s][Batch 90600/226747] G_loss: 2.4304, D_loss: 0.0419
Epoch 2/5: 40%|████████████████▍ | 90800/226747 [2:17:20<3:25:06, 11.05it/s][Batch 90800/226747] G_loss: 2.4155, D_loss: 0.0569
Epoch 2/5: 40%|████████████████▍ | 91000/226747 [2:17:39<3:24:43, 11.05it/s][Batch 91000/226747] G_loss: 2.2144, D_loss: 0.0712
Epoch 2/5: 40%|████████████████▍ | 91200/226747 [2:17:57<3:25:25, 11.00it/s][Batch 91200/226747] G_loss: 2.4686, D_loss: 0.0353
Epoch 2/5: 40%|████████████████▌ | 91400/226747 [2:18:15<3:24:59, 11.00it/s][Batch 91400/226747] G_loss: 2.1232, D_loss: 0.1078
Epoch 2/5: 40%|████████████████▌ | 91600/226747 [2:18:33<3:24:52, 10.99it/s][Batch 91600/226747] G_loss: 2.1720, D_loss: 0.0679
Epoch 2/5: 40%|████████████████▌ | 91800/226747 [2:18:51<3:24:20, 11.01it/s][Batch 91800/226747] G_loss: 2.2725, D_loss: 0.0458
Epoch 2/5: 41%|████████████████▋ | 92000/226747 [2:19:09<3:23:09, 11.05it/s][Batch 92000/226747] G_loss: 2.5993, D_loss: 0.0336
Epoch 2/5: 41%|████████████████▋ | 92200/226747 [2:19:27<3:22:51, 11.05it/s][Batch 92200/226747] G_loss: 2.4303, D_loss: 0.0665
Epoch 2/5: 41%|████████████████▋ | 92400/226747 [2:19:46<3:22:48, 11.04it/s][Batch 92400/226747] G_loss: 2.2637, D_loss: 0.0590
Epoch 2/5: 41%|████████████████▋ | 92600/226747 [2:20:04<3:22:33, 11.04it/s][Batch 92600/226747] G_loss: 2.1916, D_loss: 0.0455
Epoch 2/5: 41%|████████████████▊ | 92800/226747 [2:20:22<3:21:43, 11.07it/s][Batch 92800/226747] G_loss: 2.2385, D_loss: 0.0595
Epoch 2/5: 41%|████████████████▊ | 93000/226747 [2:20:40<3:21:33, 11.06it/s][Batch 93000/226747] G_loss: 2.4177, D_loss: 0.0905
Epoch 2/5: 41%|████████████████▊ | 93200/226747 [2:20:58<3:21:08, 11.07it/s][Batch 93200/226747] G_loss: 2.2262, D_loss: 0.0704
Epoch 2/5: 41%|████████████████▉ | 93400/226747 [2:21:16<3:21:20, 11.04it/s][Batch 93400/226747] G_loss: 2.3444, D_loss: 0.0502
Epoch 2/5: 41%|████████████████▉ | 93600/226747 [2:21:34<3:21:00, 11.04it/s][Batch 93600/226747] G_loss: 2.3975, D_loss: 0.0357
Epoch 2/5: 41%|████████████████▉ | 93800/226747 [2:21:52<3:20:45, 11.04it/s][Batch 93800/226747] G_loss: 2.6677, D_loss: 0.0488
Epoch 2/5: 41%|████████████████▉ | 94000/226747 [2:22:10<3:20:01, 11.06it/s][Batch 94000/226747] G_loss: 2.2893, D_loss: 0.0687
Epoch 2/5: 42%|█████████████████ | 94200/226747 [2:22:29<3:20:05, 11.04it/s][Batch 94200/226747] G_loss: 2.1370, D_loss: 0.0864
Epoch 2/5: 42%|█████████████████ | 94400/226747 [2:22:47<3:20:00, 11.03it/s][Batch 94400/226747] G_loss: 2.2993, D_loss: 0.0689
Epoch 2/5: 42%|█████████████████ | 94600/226747 [2:23:05<3:19:44, 11.03it/s][Batch 94600/226747] G_loss: 2.2474, D_loss: 0.0875
Epoch 2/5: 42%|█████████████████▏ | 94800/226747 [2:23:23<3:19:11, 11.04it/s][Batch 94800/226747] G_loss: 2.3200, D_loss: 0.0402
Epoch 2/5: 42%|█████████████████▏ | 95000/226747 [2:23:41<3:18:49, 11.04it/s][Batch 95000/226747] G_loss: 2.2230, D_loss: 0.0855
Epoch 2/5: 42%|█████████████████▏ | 95200/226747 [2:23:59<3:18:22, 11.05it/s][Batch 95200/226747] G_loss: 2.3299, D_loss: 0.0500
Epoch 2/5: 42%|█████████████████▎ | 95400/226747 [2:24:17<3:17:59, 11.06it/s][Batch 95400/226747] G_loss: 2.3691, D_loss: 0.0407
Epoch 2/5: 42%|█████████████████▎ | 95600/226747 [2:24:35<3:17:42, 11.06it/s][Batch 95600/226747] G_loss: 2.1899, D_loss: 0.0475
Epoch 2/5: 42%|█████████████████▎ | 95800/226747 [2:24:54<3:18:32, 10.99it/s][Batch 95800/226747] G_loss: 2.2939, D_loss: 0.0392
Epoch 2/5: 42%|█████████████████▎ | 96000/226747 [2:25:12<3:16:59, 11.06it/s][Batch 96000/226747] G_loss: 2.4532, D_loss: 0.0271
Epoch 2/5: 42%|█████████████████▍ | 96200/226747 [2:25:30<3:17:43, 11.00it/s][Batch 96200/226747] G_loss: 2.1718, D_loss: 0.1337
Epoch 2/5: 43%|█████████████████▍ | 96400/226747 [2:25:48<3:16:52, 11.03it/s][Batch 96400/226747] G_loss: 2.2737, D_loss: 0.0558
Epoch 2/5: 43%|█████████████████▍ | 96600/226747 [2:26:06<3:15:59, 11.07it/s][Batch 96600/226747] G_loss: 2.4891, D_loss: 0.0264
Epoch 2/5: 43%|█████████████████▌ | 96800/226747 [2:26:24<3:16:12, 11.04it/s][Batch 96800/226747] G_loss: 2.3793, D_loss: 0.0913
Epoch 2/5: 43%|█████████████████▌ | 97000/226747 [2:26:42<3:16:35, 11.00it/s][Batch 97000/226747] G_loss: 2.2132, D_loss: 0.0486
Epoch 2/5: 43%|█████████████████▌ | 97200/226747 [2:27:00<3:15:46, 11.03it/s][Batch 97200/226747] G_loss: 2.1976, D_loss: 0.0530
Epoch 2/5: 43%|█████████████████▌ | 97400/226747 [2:27:19<3:15:20, 11.04it/s][Batch 97400/226747] G_loss: 2.2550, D_loss: 0.0342
Epoch 2/5: 43%|█████████████████▋ | 97600/226747 [2:27:37<3:14:42, 11.05it/s][Batch 97600/226747] G_loss: 2.4599, D_loss: 0.0354
Epoch 2/5: 43%|█████████████████▋ | 97800/226747 [2:27:55<3:14:34, 11.05it/s][Batch 97800/226747] G_loss: 2.4855, D_loss: 0.0330
Epoch 2/5: 43%|█████████████████▋ | 98000/226747 [2:28:13<3:14:35, 11.03it/s][Batch 98000/226747] G_loss: 2.3133, D_loss: 0.0271
Epoch 2/5: 43%|█████████████████▊ | 98200/226747 [2:28:31<3:14:34, 11.01it/s][Batch 98200/226747] G_loss: 2.5717, D_loss: 0.0490
Epoch 2/5: 43%|█████████████████▊ | 98400/226747 [2:28:49<3:13:44, 11.04it/s][Batch 98400/226747] G_loss: 2.3037, D_loss: 0.0385
Epoch 2/5: 43%|█████████████████▊ | 98600/226747 [2:29:07<3:13:17, 11.05it/s][Batch 98600/226747] G_loss: 2.5021, D_loss: 0.0549
Epoch 2/5: 44%|█████████████████▊ | 98800/226747 [2:29:25<3:13:33, 11.02it/s][Batch 98800/226747] G_loss: 2.3440, D_loss: 0.0330
Epoch 2/5: 44%|█████████████████▉ | 99000/226747 [2:29:43<3:12:47, 11.04it/s][Batch 99000/226747] G_loss: 2.2802, D_loss: 0.0867
Epoch 2/5: 44%|█████████████████▉ | 99200/226747 [2:30:02<3:12:19, 11.05it/s][Batch 99200/226747] G_loss: 2.2436, D_loss: 0.0265
Epoch 2/5: 44%|█████████████████▉ | 99400/226747 [2:30:20<3:13:20, 10.98it/s][Batch 99400/226747] G_loss: 2.3780, D_loss: 0.0262
Epoch 2/5: 44%|██████████████████ | 99600/226747 [2:30:38<3:12:00, 11.04it/s][Batch 99600/226747] G_loss: 2.4126, D_loss: 0.0472
Epoch 2/5: 44%|██████████████████ | 99800/226747 [2:30:56<3:11:37, 11.04it/s][Batch 99800/226747] G_loss: 2.0798, D_loss: 0.0764
Epoch 2/5: 44%|█████████████████▋ | 100000/226747 [2:31:14<3:11:09, 11.05it/s][Batch 100000/226747] G_loss: 2.5241, D_loss: 0.0322
Epoch 2/5: 44%|█████████████████▋ | 100200/226747 [2:31:32<3:11:05, 11.04it/s][Batch 100200/226747] G_loss: 2.5104, D_loss: 0.0565
Epoch 2/5: 44%|█████████████████▋ | 100400/226747 [2:31:50<3:11:33, 10.99it/s][Batch 100400/226747] G_loss: 2.3502, D_loss: 0.0210
Epoch 2/5: 44%|█████████████████▋ | 100600/226747 [2:32:08<3:10:19, 11.05it/s][Batch 100600/226747] G_loss: 2.3610, D_loss: 0.0377
Epoch 2/5: 44%|█████████████████▊ | 100800/226747 [2:32:27<3:10:28, 11.02it/s][Batch 100800/226747] G_loss: 2.6252, D_loss: 0.0300
Epoch 2/5: 45%|█████████████████▊ | 101000/226747 [2:32:45<3:09:50, 11.04it/s][Batch 101000/226747] G_loss: 2.3378, D_loss: 0.0408
Epoch 2/5: 45%|█████████████████▊ | 101200/226747 [2:33:03<3:09:11, 11.06it/s][Batch 101200/226747] G_loss: 2.0838, D_loss: 0.0706
Epoch 2/5: 45%|█████████████████▉ | 101400/226747 [2:33:21<3:09:04, 11.05it/s][Batch 101400/226747] G_loss: 2.3453, D_loss: 0.0491
Epoch 2/5: 45%|█████████████████▉ | 101600/226747 [2:33:39<3:08:39, 11.06it/s][Batch 101600/226747] G_loss: 2.4645, D_loss: 0.0666
Epoch 2/5: 45%|█████████████████▉ | 101800/226747 [2:33:57<3:08:41, 11.04it/s][Batch 101800/226747] G_loss: 2.2943, D_loss: 0.0804
Epoch 2/5: 45%|█████████████████▉ | 102000/226747 [2:34:15<3:08:20, 11.04it/s][Batch 102000/226747] G_loss: 2.3393, D_loss: 0.0783
Epoch 2/5: 45%|██████████████████ | 102200/226747 [2:34:33<3:07:54, 11.05it/s][Batch 102200/226747] G_loss: 2.1591, D_loss: 0.5421
Epoch 2/5: 45%|██████████████████ | 102400/226747 [2:34:51<3:07:28, 11.05it/s][Batch 102400/226747] G_loss: 2.2977, D_loss: 0.0555
Epoch 2/5: 45%|██████████████████ | 102600/226747 [2:35:10<3:07:05, 11.06it/s][Batch 102600/226747] G_loss: 2.4966, D_loss: 0.0561
Epoch 2/5: 45%|██████████████████▏ | 102800/226747 [2:35:28<3:07:29, 11.02it/s][Batch 102800/226747] G_loss: 2.1697, D_loss: 0.0764
Epoch 2/5: 45%|██████████████████▏ | 103000/226747 [2:35:46<3:06:57, 11.03it/s][Batch 103000/226747] G_loss: 2.6237, D_loss: 0.0293
Epoch 2/5: 46%|██████████████████▏ | 103200/226747 [2:36:04<3:06:20, 11.05it/s][Batch 103200/226747] G_loss: 2.4582, D_loss: 0.0530
Epoch 2/5: 46%|██████████████████▏ | 103400/226747 [2:36:22<3:06:23, 11.03it/s][Batch 103400/226747] G_loss: 2.3278, D_loss: 0.0403
Epoch 2/5: 46%|██████████████████▎ | 103600/226747 [2:36:40<3:06:00, 11.03it/s][Batch 103600/226747] G_loss: 2.2797, D_loss: 0.0431
Epoch 2/5: 46%|██████████████████▎ | 103800/226747 [2:36:58<3:05:34, 11.04it/s][Batch 103800/226747] G_loss: 2.4379, D_loss: 0.0798
Epoch 2/5: 46%|██████████████████▎ | 104000/226747 [2:37:16<3:05:16, 11.04it/s][Batch 104000/226747] G_loss: 2.3050, D_loss: 0.0444
Epoch 2/5: 46%|██████████████████▍ | 104200/226747 [2:37:35<3:04:59, 11.04it/s][Batch 104200/226747] G_loss: 2.6115, D_loss: 0.0277
Epoch 2/5: 46%|██████████████████▍ | 104402/226747 [2:37:53<3:04:55, 11.03it/s][Batch 104400/226747] G_loss: 2.3088, D_loss: 0.1237
Epoch 2/5: 46%|██████████████████▍ | 104600/226747 [2:38:11<3:04:51, 11.01it/s][Batch 104600/226747] G_loss: 2.1593, D_loss: 0.0691
Epoch 2/5: 46%|██████████████████▍ | 104800/226747 [2:38:29<3:03:58, 11.05it/s][Batch 104800/226747] G_loss: 2.2499, D_loss: 0.0705
Epoch 2/5: 46%|██████████████████▌ | 105000/226747 [2:38:47<3:04:04, 11.02it/s][Batch 105000/226747] G_loss: 2.4938, D_loss: 0.0358
Epoch 2/5: 46%|██████████████████▌ | 105200/226747 [2:39:05<3:03:17, 11.05it/s][Batch 105200/226747] G_loss: 2.2285, D_loss: 0.0617
Epoch 2/5: 46%|██████████████████▌ | 105400/226747 [2:39:23<3:03:06, 11.04it/s][Batch 105400/226747] G_loss: 2.3684, D_loss: 0.0377
Epoch 2/5: 47%|██████████████████▋ | 105600/226747 [2:39:41<3:02:44, 11.05it/s][Batch 105600/226747] G_loss: 2.3158, D_loss: 0.0354
Epoch 2/5: 47%|██████████████████▋ | 105800/226747 [2:40:00<3:02:58, 11.02it/s][Batch 105800/226747] G_loss: 2.3939, D_loss: 0.0240
Epoch 2/5: 47%|██████████████████▋ | 106000/226747 [2:40:18<3:02:21, 11.04it/s][Batch 106000/226747] G_loss: 2.3628, D_loss: 0.0481
Epoch 2/5: 47%|██████████████████▋ | 106200/226747 [2:40:36<3:02:49, 10.99it/s][Batch 106200/226747] G_loss: 2.3516, D_loss: 0.0580
Epoch 2/5: 47%|██████████████████▊ | 106400/226747 [2:40:54<3:02:31, 10.99it/s][Batch 106400/226747] G_loss: 2.1900, D_loss: 0.0717
Epoch 2/5: 47%|██████████████████▊ | 106600/226747 [2:41:12<3:01:13, 11.05it/s][Batch 106600/226747] G_loss: 2.4717, D_loss: 0.0429
Epoch 2/5: 47%|██████████████████▊ | 106800/226747 [2:41:30<3:00:54, 11.05it/s][Batch 106800/226747] G_loss: 2.4858, D_loss: 0.0569
Epoch 2/5: 47%|██████████████████▉ | 107000/226747 [2:41:48<3:00:48, 11.04it/s][Batch 107000/226747] G_loss: 2.2839, D_loss: 0.0676
Epoch 2/5: 47%|██████████████████▉ | 107200/226747 [2:42:07<3:00:26, 11.04it/s][Batch 107200/226747] G_loss: 1.9891, D_loss: 0.0762
Epoch 2/5: 47%|██████████████████▉ | 107400/226747 [2:42:25<2:59:49, 11.06it/s][Batch 107400/226747] G_loss: 2.4017, D_loss: 0.0636
Epoch 2/5: 47%|██████████████████▉ | 107600/226747 [2:42:43<2:59:41, 11.05it/s][Batch 107600/226747] G_loss: 2.2633, D_loss: 0.0441
Epoch 2/5: 48%|███████████████████ | 107800/226747 [2:43:01<2:59:24, 11.05it/s][Batch 107800/226747] G_loss: 2.1039, D_loss: 0.1189
Epoch 2/5: 48%|███████████████████ | 108000/226747 [2:43:19<2:59:18, 11.04it/s][Batch 108000/226747] G_loss: 2.2618, D_loss: 0.0535
Epoch 2/5: 48%|███████████████████ | 108200/226747 [2:43:37<2:59:08, 11.03it/s][Batch 108200/226747] G_loss: 2.2815, D_loss: 0.0459
Epoch 2/5: 48%|███████████████████ | 108400/226747 [2:43:55<2:58:40, 11.04it/s][Batch 108400/226747] G_loss: 2.3695, D_loss: 0.0282
Epoch 2/5: 48%|███████████████████▏ | 108600/226747 [2:44:13<2:58:22, 11.04it/s][Batch 108600/226747] G_loss: 2.1661, D_loss: 0.0430
Epoch 2/5: 48%|███████████████████▏ | 108800/226747 [2:44:31<2:58:11, 11.03it/s][Batch 108800/226747] G_loss: 2.2871, D_loss: 0.0730
Epoch 2/5: 48%|███████████████████▏ | 109000/226747 [2:44:50<2:57:29, 11.06it/s][Batch 109000/226747] G_loss: 2.4729, D_loss: 0.0471
Epoch 2/5: 48%|███████████████████▎ | 109200/226747 [2:45:08<2:57:38, 11.03it/s][Batch 109200/226747] G_loss: 2.2348, D_loss: 0.0532
Epoch 2/5: 48%|███████████████████▎ | 109400/226747 [2:45:26<2:57:16, 11.03it/s][Batch 109400/226747] G_loss: 2.3119, D_loss: 0.0763
Epoch 2/5: 48%|███████████████████▎ | 109600/226747 [2:45:44<2:57:22, 11.01it/s][Batch 109600/226747] G_loss: 2.3478, D_loss: 0.0891
Epoch 2/5: 48%|███████████████████▎ | 109800/226747 [2:46:02<2:57:00, 11.01it/s][Batch 109800/226747] G_loss: 2.3845, D_loss: 0.0409
Epoch 2/5: 49%|███████████████████▍ | 110000/226747 [2:46:20<2:56:22, 11.03it/s][Batch 110000/226747] G_loss: 2.3672, D_loss: 0.0241
Epoch 2/5: 49%|███████████████████▍ | 110200/226747 [2:46:38<2:56:08, 11.03it/s][Batch 110200/226747] G_loss: 2.1214, D_loss: 0.0690
Epoch 2/5: 49%|███████████████████▍ | 110400/226747 [2:46:57<2:55:54, 11.02it/s][Batch 110400/226747] G_loss: 2.3034, D_loss: 0.0445
Epoch 2/5: 49%|███████████████████▌ | 110600/226747 [2:47:15<2:55:36, 11.02it/s][Batch 110600/226747] G_loss: 2.4017, D_loss: 0.0297
Epoch 2/5: 49%|███████████████████▌ | 110800/226747 [2:47:33<2:55:59, 10.98it/s][Batch 110800/226747] G_loss: 2.5593, D_loss: 0.0392
Epoch 2/5: 49%|███████████████████▌ | 111000/226747 [2:47:51<2:55:03, 11.02it/s][Batch 111000/226747] G_loss: 2.6302, D_loss: 0.0302
Epoch 2/5: 49%|███████████████████▌ | 111200/226747 [2:48:09<2:54:43, 11.02it/s][Batch 111200/226747] G_loss: 2.4505, D_loss: 0.0350
Epoch 2/5: 49%|███████████████████▋ | 111400/226747 [2:48:27<2:54:16, 11.03it/s][Batch 111400/226747] G_loss: 2.5141, D_loss: 0.0468
Epoch 2/5: 49%|███████████████████▋ | 111600/226747 [2:48:46<2:53:58, 11.03it/s][Batch 111600/226747] G_loss: 2.4364, D_loss: 0.0307
Epoch 2/5: 49%|███████████████████▋ | 111800/226747 [2:49:04<2:53:41, 11.03it/s][Batch 111800/226747] G_loss: 2.4768, D_loss: 0.0376
Epoch 2/5: 49%|███████████████████▊ | 112000/226747 [2:49:22<2:53:38, 11.01it/s][Batch 112000/226747] G_loss: 2.3983, D_loss: 0.0304
Epoch 2/5: 49%|███████████████████▊ | 112200/226747 [2:49:40<2:53:03, 11.03it/s][Batch 112200/226747] G_loss: 2.2780, D_loss: 0.0413
Epoch 2/5: 50%|███████████████████▊ | 112400/226747 [2:49:58<2:52:59, 11.02it/s][Batch 112400/226747] G_loss: 2.4672, D_loss: 0.1121
Epoch 2/5: 50%|███████████████████▊ | 112600/226747 [2:50:16<2:52:25, 11.03it/s][Batch 112600/226747] G_loss: 2.6288, D_loss: 0.0468
Epoch 2/5: 50%|███████████████████▉ | 112800/226747 [2:50:34<2:52:24, 11.01it/s][Batch 112800/226747] G_loss: 2.2993, D_loss: 0.0904
Epoch 2/5: 50%|███████████████████▉ | 113000/226747 [2:50:53<2:51:53, 11.03it/s][Batch 113000/226747] G_loss: 2.4019, D_loss: 0.0469
Epoch 2/5: 50%|███████████████████▉ | 113200/226747 [2:51:11<2:51:44, 11.02it/s][Batch 113200/226747] G_loss: 2.3192, D_loss: 0.0407
Epoch 2/5: 50%|████████████████████ | 113400/226747 [2:51:29<2:51:34, 11.01it/s][Batch 113400/226747] G_loss: 2.3188, D_loss: 0.0404
Epoch 2/5: 50%|████████████████████ | 113600/226747 [2:51:47<2:51:02, 11.03it/s][Batch 113600/226747] G_loss: 2.3463, D_loss: 0.0308
Epoch 2/5: 50%|████████████████████ | 113800/226747 [2:52:05<2:50:40, 11.03it/s][Batch 113800/226747] G_loss: 2.2451, D_loss: 0.0517
Epoch 2/5: 50%|████████████████████ | 114000/226747 [2:52:23<2:50:35, 11.02it/s][Batch 114000/226747] G_loss: 2.2944, D_loss: 0.0480
Epoch 2/5: 50%|████████████████████▏ | 114200/226747 [2:52:41<2:50:23, 11.01it/s][Batch 114200/226747] G_loss: 2.2370, D_loss: 0.0564
Epoch 2/5: 50%|████████████████████▏ | 114400/226747 [2:53:00<2:50:30, 10.98it/s][Batch 114400/226747] G_loss: 2.1489, D_loss: 0.0819
Epoch 2/5: 51%|████████████████████▏ | 114600/226747 [2:53:18<2:49:42, 11.01it/s][Batch 114600/226747] G_loss: 2.5394, D_loss: 0.0564
Epoch 2/5: 51%|████████████████████▎ | 114800/226747 [2:53:36<2:48:59, 11.04it/s][Batch 114800/226747] G_loss: 2.3980, D_loss: 0.0385
Epoch 2/5: 51%|████████████████████▎ | 115000/226747 [2:53:54<2:48:48, 11.03it/s][Batch 115000/226747] G_loss: 2.2829, D_loss: 0.0674
Epoch 2/5: 51%|████████████████████▎ | 115200/226747 [2:54:12<2:48:30, 11.03it/s][Batch 115200/226747] G_loss: 2.3191, D_loss: 0.0497
Epoch 2/5: 51%|████████████████████▎ | 115400/226747 [2:54:30<2:49:03, 10.98it/s][Batch 115400/226747] G_loss: 2.2654, D_loss: 0.0723
Epoch 2/5: 51%|████████████████████▍ | 115600/226747 [2:54:48<2:47:54, 11.03it/s][Batch 115600/226747] G_loss: 2.5237, D_loss: 0.0496
Epoch 2/5: 51%|████████████████████▍ | 115800/226747 [2:55:09<3:04:31, 10.02it/s][Batch 115800/226747] G_loss: 2.2872, D_loss: 0.0964
Epoch 2/5: 51%|████████████████████▍ | 116000/226747 [2:55:28<3:04:00, 10.03it/s][Batch 116000/226747] G_loss: 2.2683, D_loss: 0.0815
Epoch 2/5: 51%|████████████████████▍ | 116200/226747 [2:55:48<3:03:36, 10.03it/s][Batch 116200/226747] G_loss: 2.1828, D_loss: 0.0550
Epoch 2/5: 51%|████████████████████▌ | 116401/226747 [2:56:08<2:47:23, 10.99it/s][Batch 116400/226747] G_loss: 2.1537, D_loss: 0.0665
Epoch 2/5: 51%|████████████████████▌ | 116601/226747 [2:56:26<2:47:34, 10.96it/s][Batch 116600/226747] G_loss: 2.4903, D_loss: 0.0359
Epoch 2/5: 52%|████████████████████▌ | 116801/226747 [2:56:44<2:46:41, 10.99it/s][Batch 116800/226747] G_loss: 2.1212, D_loss: 0.1367
Epoch 2/5: 52%|████████████████████▋ | 117001/226747 [2:57:03<2:46:54, 10.96it/s][Batch 117000/226747] G_loss: 2.2670, D_loss: 0.0915
Epoch 2/5: 52%|████████████████████▋ | 117201/226747 [2:57:21<2:46:23, 10.97it/s][Batch 117200/226747] G_loss: 2.2369, D_loss: 0.0697
Epoch 2/5: 52%|████████████████████▋ | 117401/226747 [2:57:39<2:46:01, 10.98it/s][Batch 117400/226747] G_loss: 2.1430, D_loss: 0.0584
Epoch 2/5: 52%|████████████████████▋ | 117601/226747 [2:57:57<2:45:52, 10.97it/s][Batch 117600/226747] G_loss: 2.4580, D_loss: 0.0506
Epoch 2/5: 52%|████████████████████▊ | 117801/226747 [2:58:15<2:45:49, 10.95it/s][Batch 117800/226747] G_loss: 2.3518, D_loss: 0.0253
Epoch 2/5: 52%|████████████████████▊ | 118001/226747 [2:58:34<2:45:03, 10.98it/s][Batch 118000/226747] G_loss: 2.2694, D_loss: 0.0471
Epoch 2/5: 52%|████████████████████▊ | 118201/226747 [2:58:52<2:45:00, 10.96it/s][Batch 118200/226747] G_loss: 2.1163, D_loss: 0.0543
Epoch 2/5: 52%|████████████████████▉ | 118401/226747 [2:59:10<2:44:26, 10.98it/s][Batch 118400/226747] G_loss: 2.2913, D_loss: 0.0375
Epoch 2/5: 52%|████████████████████▉ | 118601/226747 [2:59:28<2:44:36, 10.95it/s][Batch 118600/226747] G_loss: 2.3022, D_loss: 0.0561
Epoch 2/5: 52%|████████████████████▉ | 118801/226747 [2:59:47<2:44:09, 10.96it/s][Batch 118800/226747] G_loss: 2.1425, D_loss: 0.0725
Epoch 2/5: 52%|████████████████████▉ | 119001/226747 [3:00:05<2:43:43, 10.97it/s][Batch 119000/226747] G_loss: 2.4633, D_loss: 0.0494
Epoch 2/5: 53%|█████████████████████ | 119201/226747 [3:00:23<2:43:24, 10.97it/s][Batch 119200/226747] G_loss: 2.2629, D_loss: 0.0643
Epoch 2/5: 53%|█████████████████████ | 119401/226747 [3:00:41<2:43:03, 10.97it/s][Batch 119400/226747] G_loss: 2.1940, D_loss: 0.0649
Epoch 2/5: 53%|█████████████████████ | 119601/226747 [3:00:59<2:42:46, 10.97it/s][Batch 119600/226747] G_loss: 2.1616, D_loss: 0.0821
Epoch 2/5: 53%|█████████████████████▏ | 119801/226747 [3:01:18<2:42:24, 10.97it/s][Batch 119800/226747] G_loss: 2.3443, D_loss: 0.0339
Epoch 2/5: 53%|█████████████████████▏ | 120001/226747 [3:01:36<2:42:20, 10.96it/s][Batch 120000/226747] G_loss: 2.4368, D_loss: 0.0793
Epoch 2/5: 53%|█████████████████████▏ | 120201/226747 [3:01:54<2:41:40, 10.98it/s][Batch 120200/226747] G_loss: 2.4191, D_loss: 0.0477
Epoch 2/5: 53%|█████████████████████▏ | 120401/226747 [3:02:12<2:41:14, 10.99it/s][Batch 120400/226747] G_loss: 2.4332, D_loss: 0.0307
Epoch 2/5: 53%|█████████████████████▎ | 120601/226747 [3:02:30<2:41:11, 10.98it/s][Batch 120600/226747] G_loss: 2.2428, D_loss: 0.0440
Epoch 2/5: 53%|█████████████████████▎ | 120801/226747 [3:02:49<2:41:07, 10.96it/s][Batch 120800/226747] G_loss: 2.3700, D_loss: 0.0413
Epoch 2/5: 53%|█████████████████████▎ | 121001/226747 [3:03:07<2:40:32, 10.98it/s][Batch 121000/226747] G_loss: 2.1735, D_loss: 0.0805
Epoch 2/5: 53%|█████████████████████▍ | 121201/226747 [3:03:25<2:40:18, 10.97it/s][Batch 121200/226747] G_loss: 2.0667, D_loss: 0.2251
Epoch 2/5: 54%|█████████████████████▍ | 121401/226747 [3:03:43<2:39:48, 10.99it/s][Batch 121400/226747] G_loss: 2.0389, D_loss: 0.1899
Epoch 2/5: 54%|█████████████████████▍ | 121601/226747 [3:04:01<2:39:55, 10.96it/s][Batch 121600/226747] G_loss: 2.1030, D_loss: 0.1242
Epoch 2/5: 54%|█████████████████████▍ | 121801/226747 [3:04:20<2:39:23, 10.97it/s][Batch 121800/226747] G_loss: 2.3302, D_loss: 0.1027
Epoch 2/5: 54%|█████████████████████▌ | 122001/226747 [3:04:38<2:39:10, 10.97it/s][Batch 122000/226747] G_loss: 2.2628, D_loss: 0.0624
Epoch 2/5: 54%|█████████████████████▌ | 122201/226747 [3:04:56<2:38:45, 10.98it/s][Batch 122200/226747] G_loss: 2.2865, D_loss: 0.0556
Epoch 2/5: 54%|█████████████████████▌ | 122401/226747 [3:05:14<2:38:53, 10.94it/s][Batch 122400/226747] G_loss: 2.3937, D_loss: 0.0689
Epoch 2/5: 54%|█████████████████████▋ | 122601/226747 [3:05:32<2:38:00, 10.99it/s][Batch 122600/226747] G_loss: 2.4293, D_loss: 0.0639
Epoch 2/5: 54%|█████████████████████▋ | 122801/226747 [3:05:51<2:37:55, 10.97it/s][Batch 122800/226747] G_loss: 2.3653, D_loss: 0.0590
Epoch 2/5: 54%|█████████████████████▋ | 123001/226747 [3:06:09<2:37:33, 10.97it/s][Batch 123000/226747] G_loss: 2.3326, D_loss: 0.0432
Epoch 2/5: 54%|█████████████████████▋ | 123201/226747 [3:06:27<2:37:23, 10.97it/s][Batch 123200/226747] G_loss: 2.4160, D_loss: 0.0589
Epoch 2/5: 54%|█████████████████████▊ | 123401/226747 [3:06:45<2:36:52, 10.98it/s][Batch 123400/226747] G_loss: 2.4345, D_loss: 0.0278
Epoch 2/5: 55%|█████████████████████▊ | 123601/226747 [3:07:03<2:36:42, 10.97it/s][Batch 123600/226747] G_loss: 2.1266, D_loss: 0.0681
Epoch 2/5: 55%|█████████████████████▊ | 123801/226747 [3:07:22<2:35:46, 11.01it/s][Batch 123800/226747] G_loss: 2.3020, D_loss: 0.0269
Epoch 2/5: 55%|█████████████████████▊ | 124001/226747 [3:07:40<2:35:58, 10.98it/s][Batch 124000/226747] G_loss: 2.2160, D_loss: 0.0623
Epoch 2/5: 55%|█████████████████████▉ | 124201/226747 [3:07:58<2:35:18, 11.00it/s][Batch 124200/226747] G_loss: 2.4088, D_loss: 0.0632
Epoch 2/5: 55%|█████████████████████▉ | 124401/226747 [3:08:16<2:35:15, 10.99it/s][Batch 124400/226747] G_loss: 2.4301, D_loss: 0.0621
Epoch 2/5: 55%|█████████████████████▉ | 124601/226747 [3:08:34<2:35:11, 10.97it/s][Batch 124600/226747] G_loss: 2.3359, D_loss: 0.1060
Epoch 2/5: 55%|██████████████████████ | 124801/226747 [3:08:53<2:34:45, 10.98it/s][Batch 124800/226747] G_loss: 2.2924, D_loss: 0.0524
Epoch 2/5: 55%|██████████████████████ | 125001/226747 [3:09:11<2:34:30, 10.98it/s][Batch 125000/226747] G_loss: 2.3480, D_loss: 0.0416
Epoch 2/5: 55%|██████████████████████ | 125201/226747 [3:09:29<2:34:08, 10.98it/s][Batch 125200/226747] G_loss: 2.3777, D_loss: 0.0612
Epoch 2/5: 55%|██████████████████████ | 125401/226747 [3:09:47<2:33:55, 10.97it/s][Batch 125400/226747] G_loss: 2.1294, D_loss: 0.0634
Epoch 2/5: 55%|██████████████████████▏ | 125601/226747 [3:10:05<2:33:36, 10.97it/s][Batch 125600/226747] G_loss: 2.2894, D_loss: 0.0489
Epoch 2/5: 55%|██████████████████████▏ | 125801/226747 [3:10:24<2:33:31, 10.96it/s][Batch 125800/226747] G_loss: 2.3102, D_loss: 0.0392
Epoch 2/5: 56%|██████████████████████▏ | 126001/226747 [3:10:42<2:33:09, 10.96it/s][Batch 126000/226747] G_loss: 2.4767, D_loss: 0.0381
Epoch 2/5: 56%|██████████████████████▎ | 126201/226747 [3:11:00<2:32:34, 10.98it/s][Batch 126200/226747] G_loss: 2.5106, D_loss: 0.0633
Epoch 2/5: 56%|██████████████████████▎ | 126401/226747 [3:11:18<2:32:32, 10.96it/s][Batch 126400/226747] G_loss: 2.1050, D_loss: 0.0821
Epoch 2/5: 56%|██████████████████████▎ | 126601/226747 [3:11:37<2:32:09, 10.97it/s][Batch 126600/226747] G_loss: 2.2620, D_loss: 0.0425
Epoch 2/5: 56%|██████████████████████▎ | 126801/226747 [3:11:55<2:32:19, 10.94it/s][Batch 126800/226747] G_loss: 2.2650, D_loss: 0.0416
Epoch 2/5: 56%|██████████████████████▍ | 127001/226747 [3:12:13<2:31:29, 10.97it/s][Batch 127000/226747] G_loss: 2.3299, D_loss: 0.0470
Epoch 2/5: 56%|██████████████████████▍ | 127201/226747 [3:12:31<2:31:35, 10.95it/s][Batch 127200/226747] G_loss: 2.3634, D_loss: 0.0386
Epoch 2/5: 56%|██████████████████████▍ | 127401/226747 [3:12:49<2:31:18, 10.94it/s][Batch 127400/226747] G_loss: 2.1996, D_loss: 0.0397
Epoch 2/5: 56%|██████████████████████▌ | 127601/226747 [3:13:08<2:30:54, 10.95it/s][Batch 127600/226747] G_loss: 2.3273, D_loss: 0.0487
Epoch 2/5: 56%|██████████████████████▌ | 127801/226747 [3:13:26<2:31:56, 10.85it/s][Batch 127800/226747] G_loss: 2.1340, D_loss: 0.0756
Epoch 2/5: 56%|██████████████████████▌ | 128001/226747 [3:13:44<2:30:12, 10.96it/s][Batch 128000/226747] G_loss: 2.3116, D_loss: 0.0519
Epoch 2/5: 57%|██████████████████████▌ | 128201/226747 [3:14:02<2:30:03, 10.94it/s][Batch 128200/226747] G_loss: 2.5024, D_loss: 0.0303
Epoch 2/5: 57%|██████████████████████▋ | 128401/226747 [3:14:21<2:29:35, 10.96it/s][Batch 128400/226747] G_loss: 2.3569, D_loss: 0.0394
Epoch 2/5: 57%|██████████████████████▋ | 128601/226747 [3:14:39<2:29:08, 10.97it/s][Batch 128600/226747] G_loss: 2.2611, D_loss: 0.0633
Epoch 2/5: 57%|██████████████████████▋ | 128801/226747 [3:14:57<2:29:02, 10.95it/s][Batch 128800/226747] G_loss: 2.5364, D_loss: 0.0198
Epoch 2/5: 57%|██████████████████████▊ | 129001/226747 [3:15:15<2:28:44, 10.95it/s][Batch 129000/226747] G_loss: 2.5108, D_loss: 0.0462
Epoch 2/5: 57%|██████████████████████▊ | 129201/226747 [3:15:33<2:28:30, 10.95it/s][Batch 129200/226747] G_loss: 2.3515, D_loss: 0.0555
Epoch 2/5: 57%|██████████████████████▊ | 129401/226747 [3:15:52<2:27:49, 10.98it/s][Batch 129400/226747] G_loss: 2.1570, D_loss: 0.0782
Epoch 2/5: 57%|██████████████████████▊ | 129601/226747 [3:16:10<2:27:17, 10.99it/s][Batch 129600/226747] G_loss: 2.1614, D_loss: 0.0461
Epoch 2/5: 57%|██████████████████████▉ | 129801/226747 [3:16:28<2:27:24, 10.96it/s][Batch 129800/226747] G_loss: 2.2777, D_loss: 0.0316
Epoch 2/5: 57%|██████████████████████▉ | 130001/226747 [3:16:46<2:27:05, 10.96it/s][Batch 130000/226747] G_loss: 2.2091, D_loss: 0.0463
Epoch 2/5: 57%|██████████████████████▉ | 130201/226747 [3:17:05<2:26:54, 10.95it/s][Batch 130200/226747] G_loss: 2.4042, D_loss: 0.0723
Epoch 2/5: 58%|███████████████████████ | 130401/226747 [3:17:23<2:26:28, 10.96it/s][Batch 130400/226747] G_loss: 2.0873, D_loss: 0.0602
Epoch 2/5: 58%|███████████████████████ | 130601/226747 [3:17:41<2:26:13, 10.96it/s][Batch 130600/226747] G_loss: 2.4115, D_loss: 0.0382
Epoch 2/5: 58%|███████████████████████ | 130801/226747 [3:17:59<2:26:08, 10.94it/s][Batch 130800/226747] G_loss: 2.3702, D_loss: 0.0529
Epoch 2/5: 58%|███████████████████████ | 131001/226747 [3:18:17<2:25:30, 10.97it/s][Batch 131000/226747] G_loss: 2.1730, D_loss: 0.0698
Epoch 2/5: 58%|███████████████████████▏ | 131201/226747 [3:18:36<2:25:28, 10.95it/s][Batch 131200/226747] G_loss: 2.2240, D_loss: 0.0607
Epoch 2/5: 58%|███████████████████████▏ | 131401/226747 [3:18:54<2:24:54, 10.97it/s][Batch 131400/226747] G_loss: 2.7584, D_loss: 0.0534
Epoch 2/5: 58%|███████████████████████▏ | 131601/226747 [3:19:12<2:24:41, 10.96it/s][Batch 131600/226747] G_loss: 2.3577, D_loss: 0.0366
Epoch 2/5: 58%|███████████████████████▎ | 131801/226747 [3:19:30<2:24:05, 10.98it/s][Batch 131800/226747] G_loss: 2.4078, D_loss: 0.0362
Epoch 2/5: 58%|███████████████████████▎ | 132001/226747 [3:19:49<2:24:16, 10.95it/s][Batch 132000/226747] G_loss: 2.2195, D_loss: 0.0932
Epoch 2/5: 58%|███████████████████████▎ | 132201/226747 [3:20:07<2:23:12, 11.00it/s][Batch 132200/226747] G_loss: 2.1860, D_loss: 0.0554
Epoch 2/5: 58%|███████████████████████▎ | 132401/226747 [3:20:25<2:22:58, 11.00it/s][Batch 132400/226747] G_loss: 2.2756, D_loss: 0.0749
Epoch 2/5: 58%|███████████████████████▍ | 132601/226747 [3:20:43<2:22:42, 10.99it/s][Batch 132600/226747] G_loss: 2.2297, D_loss: 0.0725
Epoch 2/5: 59%|███████████████████████▍ | 132801/226747 [3:21:01<2:22:27, 10.99it/s][Batch 132800/226747] G_loss: 2.4829, D_loss: 0.0443
Epoch 2/5: 59%|███████████████████████▍ | 133001/226747 [3:21:20<2:22:31, 10.96it/s][Batch 133000/226747] G_loss: 2.2207, D_loss: 0.0318
Epoch 2/5: 59%|███████████████████████▍ | 133201/226747 [3:21:38<2:22:09, 10.97it/s][Batch 133200/226747] G_loss: 2.1630, D_loss: 0.0604
Epoch 2/5: 59%|███████████████████████▌ | 133401/226747 [3:21:56<2:21:57, 10.96it/s][Batch 133400/226747] G_loss: 2.2970, D_loss: 0.0448
Epoch 2/5: 59%|███████████████████████▌ | 133601/226747 [3:22:14<2:21:50, 10.94it/s][Batch 133600/226747] G_loss: 2.3123, D_loss: 0.0547
Epoch 2/5: 59%|███████████████████████▌ | 133801/226747 [3:22:32<2:21:08, 10.98it/s][Batch 133800/226747] G_loss: 2.1626, D_loss: 0.0540
Epoch 2/5: 59%|███████████████████████▋ | 134001/226747 [3:22:51<2:21:07, 10.95it/s][Batch 134000/226747] G_loss: 2.1387, D_loss: 0.0756
Epoch 2/5: 59%|███████████████████████▋ | 134201/226747 [3:23:09<2:20:39, 10.97it/s][Batch 134200/226747] G_loss: 2.3114, D_loss: 0.0410
Epoch 2/5: 59%|███████████████████████▋ | 134401/226747 [3:23:27<2:20:13, 10.98it/s][Batch 134400/226747] G_loss: 2.1363, D_loss: 0.0504
Epoch 2/5: 59%|███████████████████████▋ | 134601/226747 [3:23:45<2:19:49, 10.98it/s][Batch 134600/226747] G_loss: 2.2087, D_loss: 0.0695
Epoch 2/5: 59%|███████████████████████▊ | 134801/226747 [3:24:04<2:19:54, 10.95it/s][Batch 134800/226747] G_loss: 2.3806, D_loss: 0.0849
Epoch 2/5: 60%|███████████████████████▊ | 135001/226747 [3:24:22<2:19:24, 10.97it/s][Batch 135000/226747] G_loss: 2.2226, D_loss: 0.0624
Epoch 2/5: 60%|███████████████████████▊ | 135201/226747 [3:24:40<2:19:17, 10.95it/s][Batch 135200/226747] G_loss: 2.0851, D_loss: 0.1066
Epoch 2/5: 60%|███████████████████████▉ | 135401/226747 [3:24:58<2:18:30, 10.99it/s][Batch 135400/226747] G_loss: 2.2473, D_loss: 0.0427
Epoch 2/5: 60%|███████████████████████▉ | 135601/226747 [3:25:16<2:18:43, 10.95it/s][Batch 135600/226747] G_loss: 2.3065, D_loss: 0.0378
Epoch 2/5: 60%|███████████████████████▉ | 135801/226747 [3:25:35<2:17:58, 10.99it/s][Batch 135800/226747] G_loss: 2.5044, D_loss: 0.1044
Epoch 2/5: 60%|███████████████████████▉ | 136001/226747 [3:25:53<2:17:58, 10.96it/s][Batch 136000/226747] G_loss: 2.0642, D_loss: 0.0975
Epoch 2/5: 60%|████████████████████████ | 136201/226747 [3:26:11<2:17:42, 10.96it/s][Batch 136200/226747] G_loss: 2.1848, D_loss: 0.0590
Epoch 2/5: 60%|████████████████████████ | 136401/226747 [3:26:29<2:17:19, 10.96it/s][Batch 136400/226747] G_loss: 2.5540, D_loss: 0.0594
Epoch 2/5: 60%|████████████████████████ | 136601/226747 [3:26:48<2:16:55, 10.97it/s][Batch 136600/226747] G_loss: 2.2951, D_loss: 0.0417
Epoch 2/5: 60%|████████████████████████▏ | 136801/226747 [3:27:06<2:16:37, 10.97it/s][Batch 136800/226747] G_loss: 2.5010, D_loss: 0.0387
Epoch 2/5: 60%|████████████████████████▏ | 137001/226747 [3:27:24<2:16:22, 10.97it/s][Batch 137000/226747] G_loss: 2.3005, D_loss: 0.0368
Epoch 2/5: 61%|████████████████████████▏ | 137201/226747 [3:27:42<2:16:00, 10.97it/s][Batch 137200/226747] G_loss: 2.4421, D_loss: 0.0422
Epoch 2/5: 61%|████████████████████████▏ | 137401/226747 [3:28:00<2:15:51, 10.96it/s][Batch 137400/226747] G_loss: 2.1742, D_loss: 0.0886
Epoch 2/5: 61%|████████████████████████▎ | 137601/226747 [3:28:19<2:15:40, 10.95it/s][Batch 137600/226747] G_loss: 2.2465, D_loss: 0.0373
Epoch 2/5: 61%|████████████████████████▎ | 137801/226747 [3:28:37<2:15:15, 10.96it/s][Batch 137800/226747] G_loss: 2.1669, D_loss: 0.0517
Epoch 2/5: 61%|████████████████████████▎ | 138001/226747 [3:28:55<2:14:50, 10.97it/s][Batch 138000/226747] G_loss: 2.3698, D_loss: 0.0617
Epoch 2/5: 61%|████████████████████████▍ | 138201/226747 [3:29:13<2:15:02, 10.93it/s][Batch 138200/226747] G_loss: 2.3148, D_loss: 0.0635
Epoch 2/5: 61%|████████████████████████▍ | 138401/226747 [3:29:31<2:14:16, 10.97it/s][Batch 138400/226747] G_loss: 2.2981, D_loss: 0.0526
Epoch 2/5: 61%|████████████████████████▍ | 138601/226747 [3:29:50<2:14:11, 10.95it/s][Batch 138600/226747] G_loss: 2.7327, D_loss: 0.0573
Epoch 2/5: 61%|████████████████████████▍ | 138801/226747 [3:30:08<2:13:10, 11.01it/s][Batch 138800/226747] G_loss: 2.4923, D_loss: 0.0522
Epoch 2/5: 61%|████████████████████████▌ | 139001/226747 [3:30:26<2:13:17, 10.97it/s][Batch 139000/226747] G_loss: 2.5210, D_loss: 0.0385
Epoch 2/5: 61%|████████████████████████▌ | 139201/226747 [3:30:44<2:12:58, 10.97it/s][Batch 139200/226747] G_loss: 2.4694, D_loss: 0.0295
Epoch 2/5: 61%|████████████████████████▌ | 139401/226747 [3:31:03<2:14:32, 10.82it/s][Batch 139400/226747] G_loss: 2.3965, D_loss: 0.0556
Epoch 2/5: 62%|████████████████████████▋ | 139601/226747 [3:31:21<2:12:20, 10.97it/s][Batch 139600/226747] G_loss: 2.2153, D_loss: 0.0771
Epoch 2/5: 62%|████████████████████████▋ | 139801/226747 [3:31:39<2:12:04, 10.97it/s][Batch 139800/226747] G_loss: 2.2667, D_loss: 0.0433
Epoch 2/5: 62%|████████████████████████▋ | 140001/226747 [3:31:57<2:11:55, 10.96it/s][Batch 140000/226747] G_loss: 2.3344, D_loss: 0.0590
Epoch 2/5: 62%|████████████████████████▋ | 140201/226747 [3:32:15<2:11:35, 10.96it/s][Batch 140200/226747] G_loss: 2.2166, D_loss: 0.0584
Epoch 2/5: 62%|████████████████████████▊ | 140401/226747 [3:32:34<2:11:28, 10.95it/s][Batch 140400/226747] G_loss: 2.3416, D_loss: 0.0490
Epoch 2/5: 62%|████████████████████████▊ | 140601/226747 [3:32:52<2:11:03, 10.96it/s][Batch 140600/226747] G_loss: 2.1919, D_loss: 0.0439
Epoch 2/5: 62%|████████████████████████▊ | 140801/226747 [3:33:10<2:10:48, 10.95it/s][Batch 140800/226747] G_loss: 2.2657, D_loss: 0.0480
Epoch 2/5: 62%|████████████████████████▊ | 141001/226747 [3:33:28<2:10:05, 10.99it/s][Batch 141000/226747] G_loss: 2.2769, D_loss: 0.0430
Epoch 2/5: 62%|████████████████████████▉ | 141201/226747 [3:33:47<2:10:02, 10.96it/s][Batch 141200/226747] G_loss: 2.4456, D_loss: 0.0299
Epoch 2/5: 62%|████████████████████████▉ | 141401/226747 [3:34:05<2:09:39, 10.97it/s][Batch 141400/226747] G_loss: 2.5040, D_loss: 0.0626
Epoch 2/5: 62%|████████████████████████▉ | 141601/226747 [3:34:23<2:09:34, 10.95it/s][Batch 141600/226747] G_loss: 2.3673, D_loss: 0.0399
Epoch 2/5: 63%|█████████████████████████ | 141801/226747 [3:34:41<2:09:04, 10.97it/s][Batch 141800/226747] G_loss: 2.1629, D_loss: 0.0618
Epoch 2/5: 63%|█████████████████████████ | 142001/226747 [3:34:59<2:08:41, 10.97it/s][Batch 142000/226747] G_loss: 1.9633, D_loss: 0.1110
Epoch 2/5: 63%|█████████████████████████ | 142201/226747 [3:35:18<2:08:30, 10.96it/s][Batch 142200/226747] G_loss: 2.2827, D_loss: 0.0493
Epoch 2/5: 63%|█████████████████████████ | 142401/226747 [3:35:36<2:08:11, 10.97it/s][Batch 142400/226747] G_loss: 2.1868, D_loss: 0.0512
Epoch 2/5: 63%|█████████████████████████▏ | 142601/226747 [3:35:54<2:08:03, 10.95it/s][Batch 142600/226747] G_loss: 2.3431, D_loss: 0.0474
Epoch 2/5: 63%|█████████████████████████▏ | 142801/226747 [3:36:12<2:07:29, 10.97it/s][Batch 142800/226747] G_loss: 2.3555, D_loss: 0.0772
Epoch 2/5: 63%|█████████████████████████▏ | 143001/226747 [3:36:31<2:07:17, 10.96it/s][Batch 143000/226747] G_loss: 2.1763, D_loss: 0.0400
Epoch 2/5: 63%|█████████████████████████▎ | 143201/226747 [3:36:49<2:07:03, 10.96it/s][Batch 143200/226747] G_loss: 2.2483, D_loss: 0.0670
Epoch 2/5: 63%|█████████████████████████▎ | 143401/226747 [3:37:07<2:06:48, 10.95it/s][Batch 143400/226747] G_loss: 2.3291, D_loss: 0.0324
Epoch 2/5: 63%|█████████████████████████▎ | 143601/226747 [3:37:25<2:06:22, 10.97it/s][Batch 143600/226747] G_loss: 2.4763, D_loss: 0.0374
Epoch 2/5: 63%|█████████████████████████▎ | 143801/226747 [3:37:43<2:06:07, 10.96it/s][Batch 143800/226747] G_loss: 2.1043, D_loss: 0.0663
Epoch 2/5: 64%|█████████████████████████▍ | 144001/226747 [3:38:02<2:05:50, 10.96it/s][Batch 144000/226747] G_loss: 2.5882, D_loss: 0.0281
Epoch 2/5: 64%|█████████████████████████▍ | 144201/226747 [3:38:20<2:05:30, 10.96it/s][Batch 144200/226747] G_loss: 5.8836, D_loss: 1.9457
Epoch 2/5: 64%|█████████████████████████▍ | 144401/226747 [3:38:38<2:05:19, 10.95it/s][Batch 144400/226747] G_loss: 2.1696, D_loss: 0.0734
Epoch 2/5: 64%|█████████████████████████▌ | 144601/226747 [3:38:56<2:05:06, 10.94it/s][Batch 144600/226747] G_loss: 2.2980, D_loss: 0.0569
Epoch 2/5: 64%|█████████████████████████▌ | 144801/226747 [3:39:14<2:04:40, 10.95it/s][Batch 144800/226747] G_loss: 2.4799, D_loss: 0.0612
Epoch 2/5: 64%|█████████████████████████▌ | 145001/226747 [3:39:33<2:03:40, 11.02it/s][Batch 145000/226747] G_loss: 2.1406, D_loss: 0.0427
Epoch 2/5: 64%|█████████████████████████▌ | 145201/226747 [3:39:51<2:03:54, 10.97it/s][Batch 145200/226747] G_loss: 2.3784, D_loss: 0.0477
Epoch 2/5: 64%|█████████████████████████▋ | 145401/226747 [3:40:09<2:03:38, 10.97it/s][Batch 145400/226747] G_loss: 2.3840, D_loss: 0.0534
Epoch 2/5: 64%|█████████████████████████▋ | 145601/226747 [3:40:27<2:02:57, 11.00it/s][Batch 145600/226747] G_loss: 2.2682, D_loss: 0.0607
Epoch 2/5: 64%|█████████████████████████▋ | 145801/226747 [3:40:46<2:03:10, 10.95it/s][Batch 145800/226747] G_loss: 2.3798, D_loss: 0.0897
Epoch 2/5: 64%|█████████████████████████▊ | 146001/226747 [3:41:04<2:02:29, 10.99it/s][Batch 146000/226747] G_loss: 2.4051, D_loss: 0.0248
Epoch 2/5: 64%|█████████████████████████▊ | 146201/226747 [3:41:22<2:02:19, 10.97it/s][Batch 146200/226747] G_loss: 2.3160, D_loss: 0.0365
Epoch 2/5: 65%|█████████████████████████▊ | 146401/226747 [3:41:40<2:02:08, 10.96it/s][Batch 146400/226747] G_loss: 2.4418, D_loss: 0.0595
Epoch 2/5: 65%|█████████████████████████▊ | 146601/226747 [3:41:58<2:01:31, 10.99it/s][Batch 146600/226747] G_loss: 2.4874, D_loss: 0.0475
Epoch 2/5: 65%|█████████████████████████▉ | 146801/226747 [3:42:17<2:01:16, 10.99it/s][Batch 146800/226747] G_loss: 2.3092, D_loss: 0.0763
Epoch 2/5: 65%|█████████████████████████▉ | 147001/226747 [3:42:35<2:00:42, 11.01it/s][Batch 147000/226747] G_loss: 2.4775, D_loss: 0.0287
Epoch 2/5: 65%|█████████████████████████▉ | 147201/226747 [3:42:53<2:00:37, 10.99it/s][Batch 147200/226747] G_loss: 2.5924, D_loss: 0.0376
Epoch 2/5: 65%|██████████████████████████ | 147401/226747 [3:43:11<2:00:18, 10.99it/s][Batch 147400/226747] G_loss: 2.3892, D_loss: 0.0479
Epoch 2/5: 65%|██████████████████████████ | 147601/226747 [3:43:29<2:00:29, 10.95it/s][Batch 147600/226747] G_loss: 2.2385, D_loss: 0.0730
Epoch 2/5: 65%|██████████████████████████ | 147801/226747 [3:43:48<2:00:06, 10.96it/s][Batch 147800/226747] G_loss: 2.3424, D_loss: 0.0407
Epoch 2/5: 65%|██████████████████████████ | 148001/226747 [3:44:06<1:59:04, 11.02it/s][Batch 148000/226747] G_loss: 2.2502, D_loss: 0.0420
Epoch 2/5: 65%|██████████████████████████▏ | 148201/226747 [3:44:24<1:59:19, 10.97it/s][Batch 148200/226747] G_loss: 2.0369, D_loss: 0.0821
Epoch 2/5: 65%|██████████████████████████▏ | 148401/226747 [3:44:42<1:59:06, 10.96it/s][Batch 148400/226747] G_loss: 2.3609, D_loss: 0.0420
Epoch 2/5: 66%|██████████████████████████▏ | 148601/226747 [3:45:00<1:58:29, 10.99it/s][Batch 148600/226747] G_loss: 2.3043, D_loss: 0.0483
Epoch 2/5: 66%|██████████████████████████▏ | 148801/226747 [3:45:19<1:58:25, 10.97it/s][Batch 148800/226747] G_loss: 2.2402, D_loss: 0.1475
Epoch 2/5: 66%|██████████████████████████▎ | 149001/226747 [3:45:37<1:57:59, 10.98it/s][Batch 149000/226747] G_loss: 2.2220, D_loss: 0.0574
Epoch 2/5: 66%|██████████████████████████▎ | 149201/226747 [3:45:55<1:57:55, 10.96it/s][Batch 149200/226747] G_loss: 2.3114, D_loss: 0.0815
Epoch 2/5: 66%|██████████████████████████▎ | 149401/226747 [3:46:13<1:57:17, 10.99it/s][Batch 149400/226747] G_loss: 2.3341, D_loss: 0.0631
Epoch 2/5: 66%|██████████████████████████▍ | 149601/226747 [3:46:31<1:57:19, 10.96it/s][Batch 149600/226747] G_loss: 2.3333, D_loss: 0.0443
Epoch 2/5: 66%|██████████████████████████▍ | 149801/226747 [3:46:50<1:57:07, 10.95it/s][Batch 149800/226747] G_loss: 2.2928, D_loss: 0.0674
Epoch 2/5: 66%|██████████████████████████▍ | 150001/226747 [3:47:08<1:56:33, 10.97it/s][Batch 150000/226747] G_loss: 2.1861, D_loss: 0.0546
Epoch 2/5: 66%|██████████████████████████▍ | 150201/226747 [3:47:26<1:56:20, 10.97it/s][Batch 150200/226747] G_loss: 2.4715, D_loss: 0.0384
Epoch 2/5: 66%|██████████████████████████▌ | 150401/226747 [3:47:44<1:55:54, 10.98it/s][Batch 150400/226747] G_loss: 2.4258, D_loss: 0.0436
Epoch 2/5: 66%|██████████████████████████▌ | 150601/226747 [3:48:02<1:55:40, 10.97it/s][Batch 150600/226747] G_loss: 2.1946, D_loss: 0.0692
Epoch 2/5: 67%|██████████████████████████▌ | 150801/226747 [3:48:21<1:55:14, 10.98it/s][Batch 150800/226747] G_loss: 2.0047, D_loss: 0.0803
Epoch 2/5: 67%|██████████████████████████▋ | 151001/226747 [3:48:39<1:54:57, 10.98it/s][Batch 151000/226747] G_loss: 2.1902, D_loss: 0.0640
Epoch 2/5: 67%|██████████████████████████▋ | 151201/226747 [3:48:57<1:54:56, 10.95it/s][Batch 151200/226747] G_loss: 2.3416, D_loss: 0.0616
Epoch 2/5: 67%|██████████████████████████▋ | 151401/226747 [3:49:15<1:54:26, 10.97it/s][Batch 151400/226747] G_loss: 2.2988, D_loss: 0.0268
Epoch 2/5: 67%|██████████████████████████▋ | 151601/226747 [3:49:33<1:54:14, 10.96it/s][Batch 151600/226747] G_loss: 2.4053, D_loss: 0.0274
Epoch 2/5: 67%|██████████████████████████▊ | 151801/226747 [3:49:52<1:53:52, 10.97it/s][Batch 151800/226747] G_loss: 2.3124, D_loss: 0.0440
Epoch 2/5: 67%|██████████████████████████▊ | 152001/226747 [3:50:10<1:53:08, 11.01it/s][Batch 152000/226747] G_loss: 2.5233, D_loss: 0.0720
Epoch 2/5: 67%|██████████████████████████▊ | 152201/226747 [3:50:28<1:53:11, 10.98it/s][Batch 152200/226747] G_loss: 2.3293, D_loss: 0.0530
Epoch 2/5: 67%|██████████████████████████▉ | 152401/226747 [3:50:46<1:52:22, 11.03it/s][Batch 152400/226747] G_loss: 2.1813, D_loss: 0.0560
Epoch 2/5: 67%|██████████████████████████▉ | 152601/226747 [3:51:04<1:52:31, 10.98it/s][Batch 152600/226747] G_loss: 2.3231, D_loss: 0.0355
Epoch 2/5: 67%|██████████████████████████▉ | 152801/226747 [3:51:23<1:52:12, 10.98it/s][Batch 152800/226747] G_loss: 2.3794, D_loss: 0.0375
Epoch 2/5: 67%|██████████████████████████▉ | 153001/226747 [3:51:41<1:51:53, 10.98it/s][Batch 153000/226747] G_loss: 2.2907, D_loss: 0.0806
Epoch 2/5: 68%|███████████████████████████ | 153201/226747 [3:51:59<1:51:44, 10.97it/s][Batch 153200/226747] G_loss: 2.3731, D_loss: 0.0623
Epoch 2/5: 68%|███████████████████████████ | 153401/226747 [3:52:17<1:51:21, 10.98it/s][Batch 153400/226747] G_loss: 2.2006, D_loss: 0.0545
Epoch 2/5: 68%|███████████████████████████ | 153601/226747 [3:52:35<1:51:01, 10.98it/s][Batch 153600/226747] G_loss: 2.2668, D_loss: 0.0507
Epoch 2/5: 68%|███████████████████████████▏ | 153801/226747 [3:52:54<1:50:52, 10.96it/s][Batch 153800/226747] G_loss: 2.3101, D_loss: 0.0390
Epoch 2/5: 68%|███████████████████████████▏ | 154001/226747 [3:53:12<1:49:58, 11.03it/s][Batch 154000/226747] G_loss: 2.4454, D_loss: 0.0535
Epoch 2/5: 68%|███████████████████████████▏ | 154201/226747 [3:53:30<1:50:10, 10.97it/s][Batch 154200/226747] G_loss: 2.2783, D_loss: 0.0352
Epoch 2/5: 68%|███████████████████████████▏ | 154401/226747 [3:53:48<1:49:59, 10.96it/s][Batch 154400/226747] G_loss: 2.2873, D_loss: 0.0428
Epoch 2/5: 68%|███████████████████████████▎ | 154601/226747 [3:54:06<1:49:44, 10.96it/s][Batch 154600/226747] G_loss: 2.4888, D_loss: 0.0680
Epoch 2/5: 68%|███████████████████████████▎ | 154801/226747 [3:54:25<1:49:10, 10.98it/s][Batch 154800/226747] G_loss: 2.4596, D_loss: 0.0356
Epoch 2/5: 68%|███████████████████████████▎ | 155001/226747 [3:54:43<1:48:27, 11.03it/s][Batch 155000/226747] G_loss: 2.2101, D_loss: 0.0610
Epoch 2/5: 68%|███████████████████████████▍ | 155201/226747 [3:55:01<1:48:40, 10.97it/s][Batch 155200/226747] G_loss: 2.3013, D_loss: 0.0303
Epoch 2/5: 69%|███████████████████████████▍ | 155401/226747 [3:55:19<1:48:21, 10.97it/s][Batch 155400/226747] G_loss: 2.1182, D_loss: 0.0744
Epoch 2/5: 69%|███████████████████████████▍ | 155601/226747 [3:55:37<1:48:00, 10.98it/s][Batch 155600/226747] G_loss: 2.2880, D_loss: 0.1470
Epoch 2/5: 69%|███████████████████████████▍ | 155801/226747 [3:55:56<1:47:50, 10.96it/s][Batch 155800/226747] G_loss: 2.3892, D_loss: 0.0558
Epoch 2/5: 69%|███████████████████████████▌ | 156001/226747 [3:56:14<1:47:22, 10.98it/s][Batch 156000/226747] G_loss: 2.1373, D_loss: 0.0539
Epoch 2/5: 69%|███████████████████████████▌ | 156201/226747 [3:56:32<1:47:16, 10.96it/s][Batch 156200/226747] G_loss: 2.3123, D_loss: 0.0438
Epoch 2/5: 69%|███████████████████████████▌ | 156401/226747 [3:56:50<1:46:48, 10.98it/s][Batch 156400/226747] G_loss: 2.2761, D_loss: 0.0399
Epoch 2/5: 69%|███████████████████████████▋ | 156601/226747 [3:57:08<1:46:31, 10.97it/s][Batch 156600/226747] G_loss: 2.4028, D_loss: 0.0438
Epoch 2/5: 69%|███████████████████████████▋ | 156801/226747 [3:57:27<1:45:46, 11.02it/s][Batch 156800/226747] G_loss: 2.3414, D_loss: 0.0552
Epoch 2/5: 69%|███████████████████████████▋ | 157001/226747 [3:57:45<1:45:42, 11.00it/s][Batch 157000/226747] G_loss: 2.4020, D_loss: 0.0321
Epoch 2/5: 69%|███████████████████████████▋ | 157201/226747 [3:58:03<1:45:39, 10.97it/s][Batch 157200/226747] G_loss: 2.2701, D_loss: 0.0346
Epoch 2/5: 69%|███████████████████████████▊ | 157401/226747 [3:58:21<1:45:14, 10.98it/s][Batch 157400/226747] G_loss: 2.2745, D_loss: 0.0636
Epoch 2/5: 70%|███████████████████████████▊ | 157601/226747 [3:58:39<1:44:50, 10.99it/s][Batch 157600/226747] G_loss: 2.1026, D_loss: 0.0829
Epoch 2/5: 70%|███████████████████████████▊ | 157801/226747 [3:58:58<1:44:38, 10.98it/s][Batch 157800/226747] G_loss: 2.3520, D_loss: 0.0544
Epoch 2/5: 70%|███████████████████████████▊ | 158001/226747 [3:59:16<1:44:30, 10.96it/s][Batch 158000/226747] G_loss: 2.3328, D_loss: 0.0320
Epoch 2/5: 70%|███████████████████████████▉ | 158201/226747 [3:59:34<1:44:13, 10.96it/s][Batch 158200/226747] G_loss: 2.4120, D_loss: 0.0443
Epoch 2/5: 70%|███████████████████████████▉ | 158401/226747 [3:59:52<1:43:22, 11.02it/s][Batch 158400/226747] G_loss: 2.2066, D_loss: 0.0543
Epoch 2/5: 70%|███████████████████████████▉ | 158601/226747 [4:00:10<1:43:32, 10.97it/s][Batch 158600/226747] G_loss: 2.2843, D_loss: 0.0367
Epoch 2/5: 70%|████████████████████████████ | 158801/226747 [4:00:29<1:42:50, 11.01it/s][Batch 158800/226747] G_loss: 2.0670, D_loss: 0.1113
Epoch 2/5: 70%|████████████████████████████ | 159001/226747 [4:00:47<1:42:54, 10.97it/s][Batch 159000/226747] G_loss: 2.2659, D_loss: 0.0501
Epoch 2/5: 70%|████████████████████████████ | 159201/226747 [4:01:05<1:42:41, 10.96it/s][Batch 159200/226747] G_loss: 2.3206, D_loss: 0.0478
Epoch 2/5: 70%|████████████████████████████ | 159401/226747 [4:01:23<1:42:14, 10.98it/s][Batch 159400/226747] G_loss: 2.1941, D_loss: 0.0486
Epoch 2/5: 70%|████████████████████████████▏ | 159601/226747 [4:01:41<1:41:51, 10.99it/s][Batch 159600/226747] G_loss: 2.3268, D_loss: 0.0370
Epoch 2/5: 70%|████████████████████████████▏ | 159801/226747 [4:02:00<1:41:46, 10.96it/s][Batch 159800/226747] G_loss: 2.2927, D_loss: 0.0577
Epoch 2/5: 71%|████████████████████████████▏ | 160001/226747 [4:02:18<1:41:22, 10.97it/s][Batch 160000/226747] G_loss: 2.1969, D_loss: 0.0574
Epoch 2/5: 71%|████████████████████████████▎ | 160201/226747 [4:02:36<1:41:13, 10.96it/s][Batch 160200/226747] G_loss: 2.3166, D_loss: 0.0296
Epoch 2/5: 71%|████████████████████████████▎ | 160401/226747 [4:02:54<1:40:37, 10.99it/s][Batch 160400/226747] G_loss: 2.1066, D_loss: 0.0780
Epoch 2/5: 71%|████████████████████████████▎ | 160601/226747 [4:03:12<1:40:32, 10.97it/s][Batch 160600/226747] G_loss: 2.4605, D_loss: 0.0400
Epoch 2/5: 71%|████████████████████████████▎ | 160801/226747 [4:03:31<1:40:08, 10.98it/s][Batch 160800/226747] G_loss: 2.1731, D_loss: 0.0858
Epoch 2/5: 71%|████████████████████████████▍ | 161001/226747 [4:03:49<1:39:53, 10.97it/s][Batch 161000/226747] G_loss: 2.2445, D_loss: 0.0367
Epoch 2/5: 71%|████████████████████████████▍ | 161201/226747 [4:04:07<1:39:32, 10.97it/s][Batch 161200/226747] G_loss: 2.0303, D_loss: 0.1193
Epoch 2/5: 71%|████████████████████████████▍ | 161401/226747 [4:04:25<1:39:14, 10.97it/s][Batch 161400/226747] G_loss: 2.2374, D_loss: 0.0672
Epoch 2/5: 71%|████████████████████████████▌ | 161601/226747 [4:04:43<1:38:55, 10.98it/s][Batch 161600/226747] G_loss: 2.1829, D_loss: 0.0591
Epoch 2/5: 71%|████████████████████████████▌ | 161801/226747 [4:05:02<1:38:36, 10.98it/s][Batch 161800/226747] G_loss: 2.2427, D_loss: 0.2122
Epoch 2/5: 71%|████████████████████████████▌ | 162001/226747 [4:05:20<1:38:26, 10.96it/s][Batch 162000/226747] G_loss: 2.4297, D_loss: 0.1029
Epoch 2/5: 72%|████████████████████████████▌ | 162201/226747 [4:05:38<1:37:53, 10.99it/s][Batch 162200/226747] G_loss: 2.4663, D_loss: 0.0840
Epoch 2/5: 72%|████████████████████████████▋ | 162401/226747 [4:05:56<1:37:42, 10.98it/s][Batch 162400/226747] G_loss: 2.4663, D_loss: 0.0597
Epoch 2/5: 72%|████████████████████████████▋ | 162601/226747 [4:06:14<1:37:11, 11.00it/s][Batch 162600/226747] G_loss: 2.3858, D_loss: 0.0329
Epoch 2/5: 72%|████████████████████████████▋ | 162801/226747 [4:06:33<1:37:08, 10.97it/s][Batch 162800/226747] G_loss: 2.4950, D_loss: 0.0748
Epoch 2/5: 72%|████████████████████████████▊ | 163001/226747 [4:06:51<1:36:50, 10.97it/s][Batch 163000/226747] G_loss: 2.4430, D_loss: 0.0516
Epoch 2/5: 72%|████████████████████████████▊ | 163201/226747 [4:07:09<1:36:25, 10.98it/s][Batch 163200/226747] G_loss: 2.5483, D_loss: 0.0533
Epoch 2/5: 72%|████████████████████████████▊ | 163401/226747 [4:07:27<1:36:15, 10.97it/s][Batch 163400/226747] G_loss: 2.2698, D_loss: 0.0511
Epoch 2/5: 72%|████████████████████████████▊ | 163601/226747 [4:07:45<1:35:57, 10.97it/s][Batch 163600/226747] G_loss: 2.3684, D_loss: 0.0372
Epoch 2/5: 72%|████████████████████████████▉ | 163801/226747 [4:08:04<1:35:48, 10.95it/s][Batch 163800/226747] G_loss: 2.2305, D_loss: 0.0631
Epoch 2/5: 72%|████████████████████████████▉ | 164001/226747 [4:08:22<1:34:57, 11.01it/s][Batch 164000/226747] G_loss: 2.4065, D_loss: 0.0837
Epoch 2/5: 72%|████████████████████████████▉ | 164201/226747 [4:08:40<1:35:05, 10.96it/s][Batch 164200/226747] G_loss: 2.4089, D_loss: 0.0248
Epoch 2/5: 73%|█████████████████████████████ | 164401/226747 [4:08:58<1:34:41, 10.97it/s][Batch 164400/226747] G_loss: 2.3171, D_loss: 0.0958
Epoch 2/5: 73%|█████████████████████████████ | 164601/226747 [4:09:16<1:34:31, 10.96it/s][Batch 164600/226747] G_loss: 2.5628, D_loss: 0.0417
Epoch 2/5: 73%|█████████████████████████████ | 164801/226747 [4:09:35<1:34:14, 10.95it/s][Batch 164800/226747] G_loss: 2.3486, D_loss: 0.0717
Epoch 2/5: 73%|█████████████████████████████ | 165001/226747 [4:09:53<1:33:48, 10.97it/s][Batch 165000/226747] G_loss: 2.1296, D_loss: 0.0667
Epoch 2/5: 73%|█████████████████████████████▏ | 165201/226747 [4:10:11<1:33:31, 10.97it/s][Batch 165200/226747] G_loss: 2.3842, D_loss: 0.0624
Epoch 2/5: 73%|█████████████████████████████▏ | 165401/226747 [4:10:29<1:33:08, 10.98it/s][Batch 165400/226747] G_loss: 2.1453, D_loss: 0.1919
Epoch 2/5: 73%|█████████████████████████████▏ | 165601/226747 [4:10:47<1:32:50, 10.98it/s][Batch 165600/226747] G_loss: 2.4827, D_loss: 0.0265
Epoch 2/5: 73%|█████████████████████████████▏ | 165801/226747 [4:11:06<1:32:36, 10.97it/s][Batch 165800/226747] G_loss: 2.4506, D_loss: 0.1184
Epoch 2/5: 73%|█████████████████████████████▎ | 166001/226747 [4:11:24<1:32:19, 10.97it/s][Batch 166000/226747] G_loss: 2.2485, D_loss: 0.0422
Epoch 2/5: 73%|█████████████████████████████▎ | 166201/226747 [4:11:42<1:31:58, 10.97it/s][Batch 166200/226747] G_loss: 2.2781, D_loss: 0.0413
Epoch 2/5: 73%|█████████████████████████████▎ | 166401/226747 [4:12:00<1:31:37, 10.98it/s][Batch 166400/226747] G_loss: 2.4734, D_loss: 0.0282
Epoch 2/5: 73%|█████████████████████████████▍ | 166601/226747 [4:12:18<1:31:24, 10.97it/s][Batch 166600/226747] G_loss: 2.2317, D_loss: 0.0447
Epoch 2/5: 74%|█████████████████████████████▍ | 166801/226747 [4:12:37<1:31:05, 10.97it/s][Batch 166800/226747] G_loss: 2.4182, D_loss: 0.0795
Epoch 2/5: 74%|█████████████████████████████▍ | 167001/226747 [4:12:55<1:30:48, 10.97it/s][Batch 167000/226747] G_loss: 2.4323, D_loss: 0.0337
Epoch 2/5: 74%|█████████████████████████████▍ | 167201/226747 [4:13:13<1:30:03, 11.02it/s][Batch 167200/226747] G_loss: 2.5567, D_loss: 0.0536
Epoch 2/5: 74%|█████████████████████████████▌ | 167401/226747 [4:13:31<1:30:06, 10.98it/s][Batch 167400/226747] G_loss: 2.3595, D_loss: 0.0420
Epoch 2/5: 74%|█████████████████████████████▌ | 167601/226747 [4:13:49<1:29:57, 10.96it/s][Batch 167600/226747] G_loss: 2.2759, D_loss: 0.0467
Epoch 2/5: 74%|█████████████████████████████▌ | 167801/226747 [4:14:08<1:29:27, 10.98it/s][Batch 167800/226747] G_loss: 2.2620, D_loss: 0.0498
Epoch 2/5: 74%|█████████████████████████████▋ | 168001/226747 [4:14:26<1:29:05, 10.99it/s][Batch 168000/226747] G_loss: 2.2897, D_loss: 0.0468
Epoch 2/5: 74%|█████████████████████████████▋ | 168201/226747 [4:14:44<1:28:51, 10.98it/s][Batch 168200/226747] G_loss: 2.3456, D_loss: 0.0664
Epoch 2/5: 74%|█████████████████████████████▋ | 168401/226747 [4:15:02<1:28:33, 10.98it/s][Batch 168400/226747] G_loss: 2.2032, D_loss: 0.0574
Epoch 2/5: 74%|█████████████████████████████▋ | 168601/226747 [4:15:20<1:28:12, 10.99it/s][Batch 168600/226747] G_loss: 2.2574, D_loss: 0.0465
Epoch 2/5: 74%|█████████████████████████████▊ | 168801/226747 [4:15:39<1:27:52, 10.99it/s][Batch 168800/226747] G_loss: 2.6754, D_loss: 0.0431
Epoch 2/5: 75%|█████████████████████████████▊ | 169001/226747 [4:15:57<1:27:43, 10.97it/s][Batch 169000/226747] G_loss: 2.3121, D_loss: 0.0574
Epoch 2/5: 75%|█████████████████████████████▊ | 169201/226747 [4:16:15<1:27:11, 11.00it/s][Batch 169200/226747] G_loss: 2.4116, D_loss: 0.0764
Epoch 2/5: 75%|█████████████████████████████▉ | 169401/226747 [4:16:33<1:27:00, 10.98it/s][Batch 169400/226747] G_loss: 2.2711, D_loss: 0.0402
Epoch 2/5: 75%|█████████████████████████████▉ | 169601/226747 [4:16:51<1:26:38, 10.99it/s][Batch 169600/226747] G_loss: 2.1552, D_loss: 0.0540
Epoch 2/5: 75%|█████████████████████████████▉ | 169801/226747 [4:17:09<1:26:26, 10.98it/s][Batch 169800/226747] G_loss: 2.3648, D_loss: 0.0438
Epoch 2/5: 75%|█████████████████████████████▉ | 170001/226747 [4:17:28<1:26:15, 10.96it/s][Batch 170000/226747] G_loss: 2.4165, D_loss: 0.0308
Epoch 2/5: 75%|██████████████████████████████ | 170201/226747 [4:17:46<1:25:38, 11.01it/s][Batch 170200/226747] G_loss: 2.1732, D_loss: 0.0422
Epoch 2/5: 75%|██████████████████████████████ | 170401/226747 [4:18:04<1:25:39, 10.96it/s][Batch 170400/226747] G_loss: 2.3415, D_loss: 0.0583
Epoch 2/5: 75%|██████████████████████████████ | 170601/226747 [4:18:22<1:25:36, 10.93it/s][Batch 170600/226747] G_loss: 2.3115, D_loss: 0.0543
Epoch 2/5: 75%|██████████████████████████████▏ | 170801/226747 [4:18:40<1:25:00, 10.97it/s][Batch 170800/226747] G_loss: 2.0341, D_loss: 0.1096
Epoch 2/5: 75%|██████████████████████████████▏ | 171001/226747 [4:18:59<1:24:41, 10.97it/s][Batch 171000/226747] G_loss: 2.3352, D_loss: 0.0330
Epoch 2/5: 76%|██████████████████████████████▏ | 171201/226747 [4:19:17<1:24:27, 10.96it/s][Batch 171200/226747] G_loss: 2.3607, D_loss: 0.0519
Epoch 2/5: 76%|██████████████████████████████▏ | 171401/226747 [4:19:35<1:23:46, 11.01it/s][Batch 171400/226747] G_loss: 2.3155, D_loss: 0.0777
Epoch 2/5: 76%|██████████████████████████████▎ | 171601/226747 [4:19:53<1:23:27, 11.01it/s][Batch 171600/226747] G_loss: 2.4586, D_loss: 0.0342
Epoch 2/5: 76%|██████████████████████████████▎ | 171801/226747 [4:20:11<1:23:27, 10.97it/s][Batch 171800/226747] G_loss: 2.5497, D_loss: 0.0351
Epoch 2/5: 76%|██████████████████████████████▎ | 172001/226747 [4:20:30<1:23:02, 10.99it/s][Batch 172000/226747] G_loss: 2.2587, D_loss: 0.0465
Epoch 2/5: 76%|██████████████████████████████▍ | 172201/226747 [4:20:48<1:22:21, 11.04it/s][Batch 172200/226747] G_loss: 2.2637, D_loss: 0.0804
Epoch 2/5: 76%|██████████████████████████████▍ | 172401/226747 [4:21:06<1:22:28, 10.98it/s][Batch 172400/226747] G_loss: 2.4368, D_loss: 0.0522
Epoch 2/5: 76%|██████████████████████████████▍ | 172601/226747 [4:21:24<1:21:53, 11.02it/s][Batch 172600/226747] G_loss: 2.3221, D_loss: 0.0224
Epoch 2/5: 76%|██████████████████████████████▍ | 172801/226747 [4:21:42<1:21:53, 10.98it/s][Batch 172800/226747] G_loss: 2.3132, D_loss: 0.0293
Epoch 2/5: 76%|██████████████████████████████▌ | 173001/226747 [4:22:00<1:21:34, 10.98it/s][Batch 173000/226747] G_loss: 2.1401, D_loss: 0.0649
Epoch 2/5: 76%|██████████████████████████████▌ | 173201/226747 [4:22:19<1:21:21, 10.97it/s][Batch 173200/226747] G_loss: 2.3950, D_loss: 0.0619
Epoch 2/5: 76%|██████████████████████████████▌ | 173401/226747 [4:22:37<1:21:05, 10.96it/s][Batch 173400/226747] G_loss: 2.2625, D_loss: 0.0836
Epoch 2/5: 77%|██████████████████████████████▌ | 173601/226747 [4:22:55<1:20:40, 10.98it/s][Batch 173600/226747] G_loss: 2.1435, D_loss: 0.0628
Epoch 2/5: 77%|██████████████████████████████▋ | 173801/226747 [4:23:13<1:20:10, 11.01it/s][Batch 173800/226747] G_loss: 2.2102, D_loss: 0.0346
Epoch 2/5: 77%|██████████████████████████████▋ | 174001/226747 [4:23:31<1:19:56, 11.00it/s][Batch 174000/226747] G_loss: 2.3560, D_loss: 0.0443
Epoch 2/5: 77%|██████████████████████████████▋ | 174201/226747 [4:23:50<1:19:54, 10.96it/s][Batch 174200/226747] G_loss: 2.3893, D_loss: 0.0771
Epoch 2/5: 77%|██████████████████████████████▊ | 174401/226747 [4:24:08<1:19:26, 10.98it/s][Batch 174400/226747] G_loss: 2.1531, D_loss: 0.0281
Epoch 2/5: 77%|██████████████████████████████▊ | 174601/226747 [4:24:26<1:18:59, 11.00it/s][Batch 174600/226747] G_loss: 2.4951, D_loss: 0.0842
Epoch 2/5: 77%|██████████████████████████████▊ | 174801/226747 [4:24:44<1:18:51, 10.98it/s][Batch 174800/226747] G_loss: 2.3292, D_loss: 0.0194
Epoch 2/5: 77%|██████████████████████████████▊ | 175001/226747 [4:25:02<1:18:37, 10.97it/s][Batch 175000/226747] G_loss: 2.1481, D_loss: 0.0910
Epoch 2/5: 77%|██████████████████████████████▉ | 175201/226747 [4:25:21<1:18:16, 10.98it/s][Batch 175200/226747] G_loss: 2.3574, D_loss: 0.0389
Epoch 2/5: 77%|██████████████████████████████▉ | 175401/226747 [4:25:39<1:18:01, 10.97it/s][Batch 175400/226747] G_loss: 2.4654, D_loss: 0.0306
Epoch 2/5: 77%|██████████████████████████████▉ | 175601/226747 [4:25:57<1:17:21, 11.02it/s][Batch 175600/226747] G_loss: 2.2624, D_loss: 0.1083
Epoch 2/5: 78%|███████████████████████████████ | 175801/226747 [4:26:15<1:17:19, 10.98it/s][Batch 175800/226747] G_loss: 2.2967, D_loss: 0.0263
Epoch 2/5: 78%|███████████████████████████████ | 176001/226747 [4:26:33<1:17:04, 10.97it/s][Batch 176000/226747] G_loss: 2.2753, D_loss: 0.0621
Epoch 2/5: 78%|███████████████████████████████ | 176201/226747 [4:26:52<1:16:46, 10.97it/s][Batch 176200/226747] G_loss: 2.1707, D_loss: 0.0746
Epoch 2/5: 78%|███████████████████████████████ | 176401/226747 [4:27:10<1:16:11, 11.01it/s][Batch 176400/226747] G_loss: 2.3747, D_loss: 0.0483
Epoch 2/5: 78%|███████████████████████████████▏ | 176601/226747 [4:27:28<1:16:10, 10.97it/s][Batch 176600/226747] G_loss: 2.1510, D_loss: 0.0613
Epoch 2/5: 78%|███████████████████████████████▏ | 176801/226747 [4:27:46<1:15:50, 10.98it/s][Batch 176800/226747] G_loss: 2.4329, D_loss: 0.0355
Epoch 2/5: 78%|███████████████████████████████▏ | 177001/226747 [4:28:04<1:15:32, 10.98it/s][Batch 177000/226747] G_loss: 2.1137, D_loss: 0.0594
Epoch 2/5: 78%|███████████████████████████████▎ | 177201/226747 [4:28:23<1:15:07, 10.99it/s][Batch 177200/226747] G_loss: 2.3526, D_loss: 0.0412
Epoch 2/5: 78%|███████████████████████████████▎ | 177401/226747 [4:28:41<1:15:01, 10.96it/s][Batch 177400/226747] G_loss: 2.5912, D_loss: 0.0350
Epoch 2/5: 78%|███████████████████████████████▎ | 177601/226747 [4:28:59<1:14:38, 10.97it/s][Batch 177600/226747] G_loss: 2.1804, D_loss: 0.1112
Epoch 2/5: 78%|███████████████████████████████▎ | 177801/226747 [4:29:17<1:14:20, 10.97it/s][Batch 177800/226747] G_loss: 2.3348, D_loss: 0.0233
Epoch 2/5: 79%|███████████████████████████████▍ | 178001/226747 [4:29:35<1:13:44, 11.02it/s][Batch 178000/226747] G_loss: 2.5587, D_loss: 0.0628
Epoch 2/5: 79%|███████████████████████████████▍ | 178201/226747 [4:29:53<1:13:47, 10.97it/s][Batch 178200/226747] G_loss: 2.2805, D_loss: 0.0263
Epoch 2/5: 79%|███████████████████████████████▍ | 178401/226747 [4:30:12<1:13:24, 10.98it/s][Batch 178400/226747] G_loss: 2.4356, D_loss: 0.0368
Epoch 2/5: 79%|███████████████████████████████▌ | 178601/226747 [4:30:30<1:13:13, 10.96it/s][Batch 178600/226747] G_loss: 2.2926, D_loss: 0.1059
Epoch 2/5: 79%|███████████████████████████████▌ | 178801/226747 [4:30:48<1:12:48, 10.98it/s][Batch 178800/226747] G_loss: 2.1162, D_loss: 0.0497
Epoch 2/5: 79%|███████████████████████████████▌ | 179001/226747 [4:31:06<1:12:30, 10.98it/s][Batch 179000/226747] G_loss: 2.2310, D_loss: 0.0481
Epoch 2/5: 79%|███████████████████████████████▌ | 179201/226747 [4:31:24<1:12:13, 10.97it/s][Batch 179200/226747] G_loss: 2.3572, D_loss: 0.0928
Epoch 2/5: 79%|███████████████████████████████▋ | 179401/226747 [4:31:43<1:11:55, 10.97it/s][Batch 179400/226747] G_loss: 2.4209, D_loss: 0.0362
Epoch 2/5: 79%|███████████████████████████████▋ | 179601/226747 [4:32:01<1:11:34, 10.98it/s][Batch 179600/226747] G_loss: 2.1744, D_loss: 0.0978
Epoch 2/5: 79%|███████████████████████████████▋ | 179801/226747 [4:32:19<1:11:21, 10.97it/s][Batch 179800/226747] G_loss: 2.3500, D_loss: 0.0584
Epoch 2/5: 79%|███████████████████████████████▊ | 180001/226747 [4:32:37<1:11:06, 10.96it/s][Batch 180000/226747] G_loss: 2.1640, D_loss: 0.0576
Epoch 2/5: 79%|███████████████████████████████▊ | 180201/226747 [4:32:56<1:10:44, 10.97it/s][Batch 180200/226747] G_loss: 2.4187, D_loss: 0.0381
Epoch 2/5: 80%|███████████████████████████████▊ | 180401/226747 [4:33:14<1:10:16, 10.99it/s][Batch 180400/226747] G_loss: 2.3955, D_loss: 0.0272
Epoch 2/5: 80%|███████████████████████████████▊ | 180601/226747 [4:33:32<1:10:01, 10.98it/s][Batch 180600/226747] G_loss: 2.0527, D_loss: 0.0985
Epoch 2/5: 80%|███████████████████████████████▉ | 180801/226747 [4:33:50<1:09:44, 10.98it/s][Batch 180800/226747] G_loss: 2.2166, D_loss: 0.0608
Epoch 2/5: 80%|███████████████████████████████▉ | 181001/226747 [4:34:08<1:09:29, 10.97it/s][Batch 181000/226747] G_loss: 2.2299, D_loss: 0.0771
Epoch 2/5: 80%|███████████████████████████████▉ | 181201/226747 [4:34:27<1:09:15, 10.96it/s][Batch 181200/226747] G_loss: 2.2213, D_loss: 0.0454
Epoch 2/5: 80%|████████████████████████████████ | 181401/226747 [4:34:45<1:08:56, 10.96it/s][Batch 181400/226747] G_loss: 2.3273, D_loss: 0.0350
Epoch 2/5: 80%|████████████████████████████████ | 181601/226747 [4:35:03<1:08:32, 10.98it/s][Batch 181600/226747] G_loss: 2.0901, D_loss: 0.0717
Epoch 2/5: 80%|████████████████████████████████ | 181801/226747 [4:35:21<1:08:13, 10.98it/s][Batch 181800/226747] G_loss: 2.3760, D_loss: 0.0358
Epoch 2/5: 80%|████████████████████████████████ | 182001/226747 [4:35:39<1:08:00, 10.97it/s][Batch 182000/226747] G_loss: 2.2912, D_loss: 0.0530
Epoch 2/5: 80%|████████████████████████████████▏ | 182201/226747 [4:35:58<1:07:42, 10.96it/s][Batch 182200/226747] G_loss: 2.2994, D_loss: 0.0537
Epoch 2/5: 80%|████████████████████████████████▏ | 182401/226747 [4:36:16<1:07:18, 10.98it/s][Batch 182400/226747] G_loss: 2.1892, D_loss: 0.0354
Epoch 2/5: 81%|████████████████████████████████▏ | 182601/226747 [4:36:34<1:06:43, 11.03it/s][Batch 182600/226747] G_loss: 2.1422, D_loss: 0.0685
Epoch 2/5: 81%|████████████████████████████████▏ | 182801/226747 [4:36:52<1:06:44, 10.97it/s][Batch 182800/226747] G_loss: 2.2870, D_loss: 0.0435
Epoch 2/5: 81%|████████████████████████████████▎ | 183001/226747 [4:37:10<1:06:25, 10.98it/s][Batch 183000/226747] G_loss: 2.2354, D_loss: 0.0569
Epoch 2/5: 81%|████████████████████████████████▎ | 183201/226747 [4:37:28<1:06:04, 10.98it/s][Batch 183200/226747] G_loss: 2.2777, D_loss: 0.0711
Epoch 2/5: 81%|████████████████████████████████▎ | 183401/226747 [4:37:47<1:05:47, 10.98it/s][Batch 183400/226747] G_loss: 2.2555, D_loss: 0.0461
Epoch 2/5: 81%|████████████████████████████████▍ | 183601/226747 [4:38:05<1:05:31, 10.98it/s][Batch 183600/226747] G_loss: 2.3540, D_loss: 0.0430
Epoch 2/5: 81%|████████████████████████████████▍ | 183801/226747 [4:38:23<1:05:12, 10.98it/s][Batch 183800/226747] G_loss: 2.2403, D_loss: 0.0384
Epoch 2/5: 81%|████████████████████████████████▍ | 184001/226747 [4:38:41<1:04:51, 10.99it/s][Batch 184000/226747] G_loss: 2.1649, D_loss: 0.0816
Epoch 2/5: 81%|████████████████████████████████▍ | 184201/226747 [4:38:59<1:04:44, 10.95it/s][Batch 184200/226747] G_loss: 2.3684, D_loss: 0.0496
Epoch 2/5: 81%|████████████████████████████████▌ | 184401/226747 [4:39:18<1:04:16, 10.98it/s][Batch 184400/226747] G_loss: 2.3652, D_loss: 0.0355
Epoch 2/5: 81%|████████████████████████████████▌ | 184601/226747 [4:39:36<1:04:02, 10.97it/s][Batch 184600/226747] G_loss: 2.6485, D_loss: 0.0703
Epoch 2/5: 82%|████████████████████████████████▌ | 184801/226747 [4:39:54<1:03:42, 10.97it/s][Batch 184800/226747] G_loss: 2.3593, D_loss: 0.0350
Epoch 2/5: 82%|████████████████████████████████▋ | 185001/226747 [4:40:12<1:03:21, 10.98it/s][Batch 185000/226747] G_loss: 2.3419, D_loss: 0.0315
Epoch 2/5: 82%|████████████████████████████████▋ | 185201/226747 [4:40:30<1:03:06, 10.97it/s][Batch 185200/226747] G_loss: 2.1620, D_loss: 0.0357
Epoch 2/5: 82%|████████████████████████████████▋ | 185401/226747 [4:40:49<1:02:48, 10.97it/s][Batch 185400/226747] G_loss: 2.2976, D_loss: 0.0388
Epoch 2/5: 82%|████████████████████████████████▋ | 185601/226747 [4:41:07<1:02:23, 10.99it/s][Batch 185600/226747] G_loss: 2.4739, D_loss: 0.0345
Epoch 2/5: 82%|████████████████████████████████▊ | 185801/226747 [4:41:25<1:02:09, 10.98it/s][Batch 185800/226747] G_loss: 2.3785, D_loss: 0.0785
Epoch 2/5: 82%|████████████████████████████████▊ | 186001/226747 [4:41:43<1:02:19, 10.89it/s][Batch 186000/226747] G_loss: 2.1848, D_loss: 0.0900
Epoch 2/5: 82%|████████████████████████████████▊ | 186201/226747 [4:42:01<1:01:34, 10.97it/s][Batch 186200/226747] G_loss: 2.2182, D_loss: 0.0613
Epoch 2/5: 82%|████████████████████████████████▉ | 186401/226747 [4:42:20<1:01:13, 10.98it/s][Batch 186400/226747] G_loss: 2.3344, D_loss: 0.0336
Epoch 2/5: 82%|████████████████████████████████▉ | 186601/226747 [4:42:38<1:00:59, 10.97it/s][Batch 186600/226747] G_loss: 2.3658, D_loss: 0.0460
Epoch 2/5: 82%|████████████████████████████████▉ | 186801/226747 [4:42:56<1:00:36, 10.98it/s][Batch 186800/226747] G_loss: 2.2256, D_loss: 0.0376
Epoch 2/5: 82%|████████████████████████████████▉ | 187001/226747 [4:43:14<1:00:16, 10.99it/s][Batch 187000/226747] G_loss: 2.2897, D_loss: 0.0600
Epoch 2/5: 83%|█████████████████████████████████ | 187201/226747 [4:43:32<1:00:01, 10.98it/s][Batch 187200/226747] G_loss: 2.2871, D_loss: 0.0348
Epoch 2/5: 83%|██████████████████████████████████▋ | 187401/226747 [4:43:51<59:41, 10.99it/s][Batch 187400/226747] G_loss: 2.2472, D_loss: 0.0579
Epoch 2/5: 83%|██████████████████████████████████▋ | 187601/226747 [4:44:09<59:28, 10.97it/s][Batch 187600/226747] G_loss: 2.1900, D_loss: 0.0416
Epoch 2/5: 83%|██████████████████████████████████▊ | 187801/226747 [4:44:27<59:06, 10.98it/s][Batch 187800/226747] G_loss: 2.2162, D_loss: 0.0825
Epoch 2/5: 83%|██████████████████████████████████▊ | 188001/226747 [4:44:45<58:52, 10.97it/s][Batch 188000/226747] G_loss: 2.1980, D_loss: 0.0438
Epoch 2/5: 83%|██████████████████████████████████▊ | 188201/226747 [4:45:03<58:32, 10.97it/s][Batch 188200/226747] G_loss: 2.0658, D_loss: 0.0795
Epoch 2/5: 83%|██████████████████████████████████▉ | 188401/226747 [4:45:22<58:12, 10.98it/s][Batch 188400/226747] G_loss: 2.4000, D_loss: 0.0382
Epoch 2/5: 83%|██████████████████████████████████▉ | 188601/226747 [4:45:40<57:52, 10.99it/s][Batch 188600/226747] G_loss: 2.3343, D_loss: 0.0440
Epoch 2/5: 83%|██████████████████████████████████▉ | 188801/226747 [4:45:58<57:24, 11.02it/s][Batch 188800/226747] G_loss: 2.1575, D_loss: 0.0252
Epoch 2/5: 83%|███████████████████████████████████ | 189001/226747 [4:46:16<57:16, 10.98it/s][Batch 189000/226747] G_loss: 2.3165, D_loss: 0.0365
Epoch 2/5: 83%|███████████████████████████████████ | 189201/226747 [4:46:34<57:03, 10.97it/s][Batch 189200/226747] G_loss: 2.0657, D_loss: 0.0547
Epoch 2/5: 84%|███████████████████████████████████ | 189401/226747 [4:46:53<56:44, 10.97it/s][Batch 189400/226747] G_loss: 2.3374, D_loss: 0.0303
Epoch 2/5: 84%|███████████████████████████████████ | 189601/226747 [4:47:11<56:12, 11.01it/s][Batch 189600/226747] G_loss: 2.0864, D_loss: 0.0910
Epoch 2/5: 84%|███████████████████████████████████▏ | 189801/226747 [4:47:29<56:07, 10.97it/s][Batch 189800/226747] G_loss: 2.4157, D_loss: 0.0213
Epoch 2/5: 84%|███████████████████████████████████▏ | 190001/226747 [4:47:47<55:37, 11.01it/s][Batch 190000/226747] G_loss: 2.2809, D_loss: 0.0682
Epoch 2/5: 84%|███████████████████████████████████▏ | 190201/226747 [4:48:05<55:33, 10.96it/s][Batch 190200/226747] G_loss: 2.3040, D_loss: 0.0331
Epoch 2/5: 84%|███████████████████████████████████▎ | 190401/226747 [4:48:24<55:10, 10.98it/s][Batch 190400/226747] G_loss: 2.2214, D_loss: 0.1078
Epoch 2/5: 84%|███████████████████████████████████▎ | 190601/226747 [4:48:42<54:57, 10.96it/s][Batch 190600/226747] G_loss: 2.1851, D_loss: 0.0932
Epoch 2/5: 84%|███████████████████████████████████▎ | 190801/226747 [4:49:00<54:38, 10.97it/s][Batch 190800/226747] G_loss: 2.2673, D_loss: 0.0393
Epoch 2/5: 84%|███████████████████████████████████▍ | 191001/226747 [4:49:18<54:21, 10.96it/s][Batch 191000/226747] G_loss: 2.5102, D_loss: 0.0597
Epoch 2/5: 84%|███████████████████████████████████▍ | 191201/226747 [4:49:36<53:56, 10.98it/s][Batch 191200/226747] G_loss: 2.2146, D_loss: 0.0536
Epoch 2/5: 84%|███████████████████████████████████▍ | 191401/226747 [4:49:55<53:40, 10.97it/s][Batch 191400/226747] G_loss: 2.2781, D_loss: 0.0442
Epoch 2/5: 84%|███████████████████████████████████▍ | 191601/226747 [4:50:13<55:04, 10.64it/s][Batch 191600/226747] G_loss: 2.2549, D_loss: 0.0732
Epoch 2/5: 85%|███████████████████████████████████▌ | 191801/226747 [4:50:31<53:06, 10.97it/s][Batch 191800/226747] G_loss: 2.3932, D_loss: 0.0320
Epoch 2/5: 85%|███████████████████████████████████▌ | 192001/226747 [4:50:49<52:35, 11.01it/s][Batch 192000/226747] G_loss: 2.4386, D_loss: 0.0279
Epoch 2/5: 85%|███████████████████████████████████▌ | 192201/226747 [4:51:08<52:33, 10.95it/s][Batch 192200/226747] G_loss: 2.3358, D_loss: 0.0298
Epoch 2/5: 85%|███████████████████████████████████▋ | 192401/226747 [4:51:26<52:07, 10.98it/s][Batch 192400/226747] G_loss: 2.2192, D_loss: 0.0694
Epoch 2/5: 85%|███████████████████████████████████▋ | 192601/226747 [4:51:44<51:50, 10.98it/s][Batch 192600/226747] G_loss: 2.3969, D_loss: 0.0223
Epoch 2/5: 85%|███████████████████████████████████▋ | 192801/226747 [4:52:02<51:35, 10.97it/s][Batch 192800/226747] G_loss: 2.2431, D_loss: 0.0554
Epoch 2/5: 85%|███████████████████████████████████▋ | 193001/226747 [4:52:20<51:11, 10.99it/s][Batch 193000/226747] G_loss: 2.3706, D_loss: 0.0389
Epoch 2/5: 85%|███████████████████████████████████▊ | 193201/226747 [4:52:39<50:48, 11.01it/s][Batch 193200/226747] G_loss: 2.2804, D_loss: 0.0494
Epoch 2/5: 85%|███████████████████████████████████▊ | 193401/226747 [4:52:57<50:37, 10.98it/s][Batch 193400/226747] G_loss: 2.3420, D_loss: 0.0320
Epoch 2/5: 85%|███████████████████████████████████▊ | 193601/226747 [4:53:15<50:10, 11.01it/s][Batch 193600/226747] G_loss: 2.4377, D_loss: 0.0310
Epoch 2/5: 85%|███████████████████████████████████▉ | 193801/226747 [4:53:33<50:02, 10.97it/s][Batch 193800/226747] G_loss: 2.4137, D_loss: 0.0244
Epoch 2/5: 86%|███████████████████████████████████▉ | 194001/226747 [4:53:52<49:46, 10.97it/s][Batch 194000/226747] G_loss: 2.0735, D_loss: 0.1785
Epoch 2/5: 86%|███████████████████████████████████▉ | 194201/226747 [4:54:10<49:23, 10.98it/s][Batch 194200/226747] G_loss: 2.2883, D_loss: 0.0582
Epoch 2/5: 86%|████████████████████████████████████ | 194401/226747 [4:54:28<49:08, 10.97it/s][Batch 194400/226747] G_loss: 2.0991, D_loss: 0.0950
Epoch 2/5: 86%|████████████████████████████████████ | 194601/226747 [4:54:46<48:42, 11.00it/s][Batch 194600/226747] G_loss: 2.4397, D_loss: 0.0572
Epoch 2/5: 86%|████████████████████████████████████ | 194801/226747 [4:55:04<48:24, 11.00it/s][Batch 194800/226747] G_loss: 2.3199, D_loss: 0.0282
Epoch 2/5: 86%|████████████████████████████████████ | 195001/226747 [4:55:23<48:16, 10.96it/s][Batch 195000/226747] G_loss: 2.2344, D_loss: 0.0741
Epoch 2/5: 86%|████████████████████████████████████▏ | 195201/226747 [4:55:41<47:57, 10.96it/s][Batch 195200/226747] G_loss: 2.2090, D_loss: 0.0368
Epoch 2/5: 86%|████████████████████████████████████▏ | 195401/226747 [4:55:59<47:43, 10.95it/s][Batch 195400/226747] G_loss: 2.3435, D_loss: 0.0320
Epoch 2/5: 86%|████████████████████████████████████▏ | 195601/226747 [4:56:17<47:15, 10.98it/s][Batch 195600/226747] G_loss: 2.4715, D_loss: 0.0250
Epoch 2/5: 86%|████████████████████████████████████▎ | 195801/226747 [4:56:36<47:08, 10.94it/s][Batch 195800/226747] G_loss: 2.3744, D_loss: 0.0388
Epoch 2/5: 86%|████████████████████████████████████▎ | 196001/226747 [4:56:54<46:53, 10.93it/s][Batch 196000/226747] G_loss: 2.4767, D_loss: 0.0236
Epoch 2/5: 87%|████████████████████████████████████▎ | 196201/226747 [4:57:12<46:25, 10.97it/s][Batch 196200/226747] G_loss: 2.0642, D_loss: 0.0577
Epoch 2/5: 87%|████████████████████████████████████▍ | 196401/226747 [4:57:30<46:08, 10.96it/s][Batch 196400/226747] G_loss: 2.2170, D_loss: 0.0355
Epoch 2/5: 87%|████████████████████████████████████▍ | 196601/226747 [4:57:48<45:44, 10.98it/s][Batch 196600/226747] G_loss: 2.1579, D_loss: 0.0345
Epoch 2/5: 87%|████████████████████████████████████▍ | 196801/226747 [4:58:07<45:31, 10.96it/s][Batch 196800/226747] G_loss: 2.2322, D_loss: 0.0445
Epoch 2/5: 87%|████████████████████████████████████▍ | 197001/226747 [4:58:25<45:13, 10.96it/s][Batch 197000/226747] G_loss: 2.3258, D_loss: 0.0476
Epoch 2/5: 87%|████████████████████████████████████▌ | 197201/226747 [4:58:43<44:57, 10.95it/s][Batch 197200/226747] G_loss: 2.2599, D_loss: 0.0334
Epoch 2/5: 87%|████████████████████████████████████▌ | 197401/226747 [4:59:01<44:28, 11.00it/s][Batch 197400/226747] G_loss: 2.2547, D_loss: 0.0429
Epoch 2/5: 87%|████████████████████████████████████▌ | 197601/226747 [4:59:20<44:20, 10.96it/s][Batch 197600/226747] G_loss: 2.1835, D_loss: 0.0542
Epoch 2/5: 87%|████████████████████████████████████▋ | 197801/226747 [4:59:38<44:01, 10.96it/s][Batch 197800/226747] G_loss: 2.2753, D_loss: 0.0746
Epoch 2/5: 87%|████████████████████████████████████▋ | 198001/226747 [4:59:56<43:41, 10.96it/s][Batch 198000/226747] G_loss: 2.1590, D_loss: 0.0749
Epoch 2/5: 87%|████████████████████████████████████▋ | 198201/226747 [5:00:14<43:25, 10.96it/s][Batch 198200/226747] G_loss: 2.3927, D_loss: 0.0228
Epoch 2/5: 87%|████████████████████████████████████▋ | 198401/226747 [5:00:32<43:03, 10.97it/s][Batch 198400/226747] G_loss: 2.3260, D_loss: 0.0413
Epoch 2/5: 88%|████████████████████████████████████▊ | 198601/226747 [5:00:51<42:44, 10.98it/s][Batch 198600/226747] G_loss: 2.4408, D_loss: 0.0277
Epoch 2/5: 88%|████████████████████████████████████▊ | 198801/226747 [5:01:09<42:28, 10.97it/s][Batch 198800/226747] G_loss: 2.4025, D_loss: 0.0721
Epoch 2/5: 88%|████████████████████████████████████▊ | 199001/226747 [5:01:27<42:09, 10.97it/s][Batch 199000/226747] G_loss: 2.3732, D_loss: 0.0446
Epoch 2/5: 88%|████████████████████████████████████▉ | 199201/226747 [5:01:45<41:43, 11.00it/s][Batch 199200/226747] G_loss: 2.0970, D_loss: 0.0474
Epoch 2/5: 88%|████████████████████████████████████▉ | 199401/226747 [5:02:04<41:35, 10.96it/s][Batch 199400/226747] G_loss: 2.1319, D_loss: 0.0895
Epoch 2/5: 88%|████████████████████████████████████▉ | 199601/226747 [5:02:22<41:18, 10.95it/s][Batch 199600/226747] G_loss: 2.0809, D_loss: 0.0520
Epoch 2/5: 88%|█████████████████████████████████████ | 199801/226747 [5:02:40<40:48, 11.01it/s][Batch 199800/226747] G_loss: 2.3007, D_loss: 0.0604
Epoch 2/5: 88%|█████████████████████████████████████ | 200001/226747 [5:02:58<40:39, 10.96it/s][Batch 200000/226747] G_loss: 2.0479, D_loss: 0.0959
Epoch 2/5: 88%|█████████████████████████████████████ | 200201/226747 [5:03:16<40:25, 10.94it/s][Batch 200200/226747] G_loss: 2.3359, D_loss: 0.0425
Epoch 2/5: 88%|█████████████████████████████████████ | 200401/226747 [5:03:35<40:02, 10.97it/s][Batch 200400/226747] G_loss: 2.2644, D_loss: 0.0679
Epoch 2/5: 88%|█████████████████████████████████████▏ | 200601/226747 [5:03:53<39:42, 10.97it/s][Batch 200600/226747] G_loss: 2.3868, D_loss: 0.0381
Epoch 2/5: 89%|█████████████████████████████████████▏ | 200801/226747 [5:04:11<39:26, 10.96it/s][Batch 200800/226747] G_loss: 2.2352, D_loss: 0.0516
Epoch 2/5: 89%|█████████████████████████████████████▏ | 201001/226747 [5:04:29<38:58, 11.01it/s][Batch 201000/226747] G_loss: 2.3100, D_loss: 0.0425
Epoch 2/5: 89%|█████████████████████████████████████▎ | 201201/226747 [5:04:47<38:53, 10.95it/s][Batch 201200/226747] G_loss: 2.2919, D_loss: 0.0510
Epoch 2/5: 89%|█████████████████████████████████████▎ | 201401/226747 [5:05:06<38:35, 10.95it/s][Batch 201400/226747] G_loss: 2.2542, D_loss: 0.0495
Epoch 2/5: 89%|█████████████████████████████████████▎ | 201601/226747 [5:05:24<38:11, 10.97it/s][Batch 201600/226747] G_loss: 2.2631, D_loss: 0.0918
Epoch 2/5: 89%|█████████████████████████████████████▍ | 201801/226747 [5:05:42<37:52, 10.98it/s][Batch 201800/226747] G_loss: 2.3650, D_loss: 0.0904
Epoch 2/5: 89%|█████████████████████████████████████▍ | 202001/226747 [5:06:00<37:37, 10.96it/s][Batch 202000/226747] G_loss: 2.4200, D_loss: 0.0286
Epoch 2/5: 89%|█████████████████████████████████████▍ | 202201/226747 [5:06:19<37:22, 10.95it/s][Batch 202200/226747] G_loss: 2.1614, D_loss: 0.0487
Epoch 2/5: 89%|█████████████████████████████████████▍ | 202401/226747 [5:06:37<37:01, 10.96it/s][Batch 202400/226747] G_loss: 2.2872, D_loss: 0.0334
Epoch 2/5: 89%|█████████████████████████████████████▌ | 202601/226747 [5:06:55<36:36, 10.99it/s][Batch 202600/226747] G_loss: 2.2881, D_loss: 0.0469
Epoch 2/5: 89%|█████████████████████████████████████▌ | 202801/226747 [5:07:13<36:23, 10.97it/s][Batch 202800/226747] G_loss: 2.3689, D_loss: 0.0671
Epoch 2/5: 90%|█████████████████████████████████████▌ | 203001/226747 [5:07:31<36:03, 10.97it/s][Batch 203000/226747] G_loss: 2.1340, D_loss: 0.1498
Epoch 2/5: 90%|█████████████████████████████████████▋ | 203201/226747 [5:07:50<35:47, 10.97it/s][Batch 203200/226747] G_loss: 2.3527, D_loss: 0.0524
Epoch 2/5: 90%|█████████████████████████████████████▋ | 203401/226747 [5:08:08<35:30, 10.96it/s][Batch 203400/226747] G_loss: 2.3751, D_loss: 0.0317
Epoch 2/5: 90%|█████████████████████████████████████▋ | 203601/226747 [5:08:26<35:12, 10.95it/s][Batch 203600/226747] G_loss: 2.0494, D_loss: 0.0833
Epoch 2/5: 90%|█████████████████████████████████████▋ | 203801/226747 [5:08:44<34:53, 10.96it/s][Batch 203800/226747] G_loss: 2.3364, D_loss: 0.0631
Epoch 2/5: 90%|█████████████████████████████████████▊ | 204001/226747 [5:09:03<34:35, 10.96it/s][Batch 204000/226747] G_loss: 2.2287, D_loss: 0.0415
Epoch 2/5: 90%|█████████████████████████████████████▊ | 204201/226747 [5:09:21<34:09, 11.00it/s][Batch 204200/226747] G_loss: 2.2501, D_loss: 0.1240
Epoch 2/5: 90%|█████████████████████████████████████▊ | 204401/226747 [5:09:39<33:58, 10.96it/s][Batch 204400/226747] G_loss: 2.3611, D_loss: 0.0648
Epoch 2/5: 90%|█████████████████████████████████████▉ | 204601/226747 [5:09:57<33:44, 10.94it/s][Batch 204600/226747] G_loss: 2.1838, D_loss: 0.1037
Epoch 2/5: 90%|█████████████████████████████████████▉ | 204801/226747 [5:10:15<33:24, 10.95it/s][Batch 204800/226747] G_loss: 2.2338, D_loss: 0.0471
Epoch 2/5: 90%|█████████████████████████████████████▉ | 205001/226747 [5:10:34<33:00, 10.98it/s][Batch 205000/226747] G_loss: 2.4126, D_loss: 0.0521
Epoch 2/5: 90%|██████████████████████████████████████ | 205201/226747 [5:10:52<32:36, 11.01it/s][Batch 205200/226747] G_loss: 2.3715, D_loss: 0.0292
Epoch 2/5: 91%|██████████████████████████████████████ | 205401/226747 [5:11:10<32:24, 10.98it/s][Batch 205400/226747] G_loss: 2.3031, D_loss: 0.0470
Epoch 2/5: 91%|██████████████████████████████████████ | 205601/226747 [5:11:28<31:57, 11.03it/s][Batch 205600/226747] G_loss: 2.3078, D_loss: 0.0537
Epoch 2/5: 91%|██████████████████████████████████████ | 205801/226747 [5:11:46<31:49, 10.97it/s][Batch 205800/226747] G_loss: 2.4592, D_loss: 0.0510
Epoch 2/5: 91%|██████████████████████████████████████▏ | 206001/226747 [5:12:05<31:27, 10.99it/s][Batch 206000/226747] G_loss: 2.2251, D_loss: 0.0779
Epoch 2/5: 91%|██████████████████████████████████████▏ | 206201/226747 [5:12:23<31:07, 11.00it/s][Batch 206200/226747] G_loss: 2.1850, D_loss: 0.0391
Epoch 2/5: 91%|██████████████████████████████████████▏ | 206401/226747 [5:12:41<30:54, 10.97it/s][Batch 206400/226747] G_loss: 2.6176, D_loss: 0.0290
Epoch 2/5: 91%|██████████████████████████████████████▎ | 206601/226747 [5:12:59<30:35, 10.98it/s][Batch 206600/226747] G_loss: 2.3690, D_loss: 0.0596
Epoch 2/5: 91%|██████████████████████████████████████▎ | 206801/226747 [5:13:17<30:15, 10.98it/s][Batch 206800/226747] G_loss: 2.3492, D_loss: 0.0375
Epoch 2/5: 91%|██████████████████████████████████████▎ | 207001/226747 [5:13:36<29:58, 10.98it/s][Batch 207000/226747] G_loss: 2.4706, D_loss: 0.0411
Epoch 2/5: 91%|██████████████████████████████████████▍ | 207201/226747 [5:13:54<29:33, 11.02it/s][Batch 207200/226747] G_loss: 2.2536, D_loss: 0.0806
Epoch 2/5: 91%|██████████████████████████████████████▍ | 207401/226747 [5:14:12<29:23, 10.97it/s][Batch 207400/226747] G_loss: 2.4592, D_loss: 0.0395
Epoch 2/5: 92%|██████████████████████████████████████▍ | 207601/226747 [5:14:30<29:06, 10.96it/s][Batch 207600/226747] G_loss: 2.0883, D_loss: 0.0646
Epoch 2/5: 92%|██████████████████████████████████████▍ | 207801/226747 [5:14:48<28:46, 10.97it/s][Batch 207800/226747] G_loss: 2.3470, D_loss: 0.0560
Epoch 2/5: 92%|██████████████████████████████████████▌ | 208001/226747 [5:15:07<28:27, 10.98it/s][Batch 208000/226747] G_loss: 2.2538, D_loss: 0.0624
Epoch 2/5: 92%|██████████████████████████████████████▌ | 208201/226747 [5:15:25<28:11, 10.96it/s][Batch 208200/226747] G_loss: 2.3878, D_loss: 0.0379
Epoch 2/5: 92%|██████████████████████████████████████▌ | 208401/226747 [5:15:43<27:52, 10.97it/s][Batch 208400/226747] G_loss: 2.2604, D_loss: 0.0483
Epoch 2/5: 92%|██████████████████████████████████████▋ | 208601/226747 [5:16:01<27:34, 10.97it/s][Batch 208600/226747] G_loss: 2.2843, D_loss: 0.0431
Epoch 2/5: 92%|██████████████████████████████████████▋ | 208801/226747 [5:16:20<27:16, 10.97it/s][Batch 208800/226747] G_loss: 1.9076, D_loss: 0.1082
Epoch 2/5: 92%|██████████████████████████████████████▋ | 209001/226747 [5:16:38<26:59, 10.96it/s][Batch 209000/226747] G_loss: 2.0693, D_loss: 0.0619
Epoch 2/5: 92%|██████████████████████████████████████▋ | 209201/226747 [5:16:56<26:41, 10.95it/s][Batch 209200/226747] G_loss: 2.2706, D_loss: 0.0426
Epoch 2/5: 92%|██████████████████████████████████████▊ | 209401/226747 [5:17:14<26:22, 10.96it/s][Batch 209400/226747] G_loss: 2.6530, D_loss: 0.0507
Epoch 2/5: 92%|██████████████████████████████████████▊ | 209601/226747 [5:17:32<26:03, 10.96it/s][Batch 209600/226747] G_loss: 2.2821, D_loss: 0.0629
Epoch 2/5: 93%|██████████████████████████████████████▊ | 209801/226747 [5:17:51<25:44, 10.97it/s][Batch 209800/226747] G_loss: 2.3169, D_loss: 0.0289
Epoch 2/5: 93%|██████████████████████████████████████▉ | 210001/226747 [5:18:09<25:28, 10.96it/s][Batch 210000/226747] G_loss: 2.4392, D_loss: 0.0307
Epoch 2/5: 93%|██████████████████████████████████████▉ | 210201/226747 [5:18:27<25:04, 11.00it/s][Batch 210200/226747] G_loss: 2.5052, D_loss: 0.0537
Epoch 2/5: 93%|██████████████████████████████████████▉ | 210401/226747 [5:18:45<24:53, 10.95it/s][Batch 210400/226747] G_loss: 2.2091, D_loss: 0.0661
Epoch 2/5: 93%|███████████████████████████████████████ | 210601/226747 [5:19:04<24:34, 10.95it/s][Batch 210600/226747] G_loss: 2.3174, D_loss: 0.0632
Epoch 2/5: 93%|███████████████████████████████████████ | 210801/226747 [5:19:22<24:14, 10.97it/s][Batch 210800/226747] G_loss: 2.4242, D_loss: 0.0518
Epoch 2/5: 93%|███████████████████████████████████████ | 211001/226747 [5:19:40<23:58, 10.95it/s][Batch 211000/226747] G_loss: 2.3553, D_loss: 0.0542
Epoch 2/5: 93%|███████████████████████████████████████ | 211201/226747 [5:19:58<23:34, 10.99it/s][Batch 211200/226747] G_loss: 2.1467, D_loss: 0.0425
Epoch 2/5: 93%|███████████████████████████████████████▏ | 211401/226747 [5:20:16<23:13, 11.02it/s][Batch 211400/226747] G_loss: 2.3423, D_loss: 0.0722
Epoch 2/5: 93%|███████████████████████████████████████▏ | 211601/226747 [5:20:35<22:59, 10.98it/s][Batch 211600/226747] G_loss: 2.2866, D_loss: 0.0521
Epoch 2/5: 93%|███████████████████████████████████████▏ | 211801/226747 [5:20:53<22:43, 10.96it/s][Batch 211800/226747] G_loss: 2.3829, D_loss: 0.0660
Epoch 2/5: 93%|███████████████████████████████████████▎ | 212001/226747 [5:21:11<22:24, 10.97it/s][Batch 212000/226747] G_loss: 2.0291, D_loss: 0.0773
Epoch 2/5: 94%|███████████████████████████████████████▎ | 212201/226747 [5:21:29<22:07, 10.96it/s][Batch 212200/226747] G_loss: 2.2671, D_loss: 0.0402
Epoch 2/5: 94%|███████████████████████████████████████▎ | 212401/226747 [5:21:47<21:49, 10.96it/s][Batch 212400/226747] G_loss: 2.3704, D_loss: 0.0484
Epoch 2/5: 94%|███████████████████████████████████████▍ | 212601/226747 [5:22:06<21:32, 10.94it/s][Batch 212600/226747] G_loss: 2.1134, D_loss: 0.1059
Epoch 2/5: 94%|███████████████████████████████████████▍ | 212801/226747 [5:22:24<21:10, 10.97it/s][Batch 212800/226747] G_loss: 2.3516, D_loss: 0.0319
Epoch 2/5: 94%|███████████████████████████████████████▍ | 213001/226747 [5:22:42<20:54, 10.96it/s][Batch 213000/226747] G_loss: 2.3771, D_loss: 0.0501
Epoch 2/5: 94%|███████████████████████████████████████▍ | 213201/226747 [5:23:00<20:35, 10.96it/s][Batch 213200/226747] G_loss: 2.2263, D_loss: 0.1144
Epoch 2/5: 94%|███████████████████████████████████████▌ | 213401/226747 [5:23:19<20:17, 10.97it/s][Batch 213400/226747] G_loss: 2.3623, D_loss: 0.0219
Epoch 2/5: 94%|███████████████████████████████████████▌ | 213601/226747 [5:23:37<19:55, 11.00it/s][Batch 213600/226747] G_loss: 2.4243, D_loss: 0.0624
Epoch 2/5: 94%|███████████████████████████████████████▌ | 213801/226747 [5:23:55<19:41, 10.96it/s][Batch 213800/226747] G_loss: 2.3571, D_loss: 0.0281
Epoch 2/5: 94%|███████████████████████████████████████▋ | 214001/226747 [5:24:13<19:25, 10.94it/s][Batch 214000/226747] G_loss: 2.2559, D_loss: 0.0796
Epoch 2/5: 94%|███████████████████████████████████████▋ | 214201/226747 [5:24:31<19:05, 10.95it/s][Batch 214200/226747] G_loss: 2.1947, D_loss: 0.0828
Epoch 2/5: 95%|███████████████████████████████████████▋ | 214401/226747 [5:24:50<18:46, 10.96it/s][Batch 214400/226747] G_loss: 2.4897, D_loss: 0.0263
Epoch 2/5: 95%|███████████████████████████████████████▊ | 214601/226747 [5:25:08<18:28, 10.96it/s][Batch 214600/226747] G_loss: 2.1702, D_loss: 0.0657
Epoch 2/5: 95%|███████████████████████████████████████▊ | 214801/226747 [5:25:26<18:12, 10.94it/s][Batch 214800/226747] G_loss: 2.1995, D_loss: 0.0789
Epoch 2/5: 95%|███████████████████████████████████████▊ | 215001/226747 [5:25:44<17:50, 10.97it/s][Batch 215000/226747] G_loss: 2.3225, D_loss: 0.0669
Epoch 2/5: 95%|███████████████████████████████████████▊ | 215201/226747 [5:26:02<17:31, 10.98it/s][Batch 215200/226747] G_loss: 2.3348, D_loss: 0.0467
Epoch 2/5: 95%|███████████████████████████████████████▉ | 215401/226747 [5:26:21<17:15, 10.96it/s][Batch 215400/226747] G_loss: 2.2571, D_loss: 0.0625
Epoch 2/5: 95%|███████████████████████████████████████▉ | 215601/226747 [5:26:39<16:55, 10.98it/s][Batch 215600/226747] G_loss: 2.4256, D_loss: 0.0529
Epoch 2/5: 95%|███████████████████████████████████████▉ | 215801/226747 [5:26:57<16:39, 10.95it/s][Batch 215800/226747] G_loss: 2.2337, D_loss: 0.0476
Epoch 2/5: 95%|████████████████████████████████████████ | 216001/226747 [5:27:15<16:18, 10.99it/s][Batch 216000/226747] G_loss: 2.1562, D_loss: 0.0484
Epoch 2/5: 95%|████████████████████████████████████████ | 216201/226747 [5:27:34<16:02, 10.96it/s][Batch 216200/226747] G_loss: 2.3198, D_loss: 0.0704
Epoch 2/5: 95%|████████████████████████████████████████ | 216401/226747 [5:27:52<15:43, 10.96it/s][Batch 216400/226747] G_loss: 2.1653, D_loss: 0.0976
Epoch 2/5: 96%|████████████████████████████████████████ | 216601/226747 [5:28:10<15:25, 10.97it/s][Batch 216600/226747] G_loss: 2.2215, D_loss: 0.0247
Epoch 2/5: 96%|████████████████████████████████████████▏ | 216801/226747 [5:28:28<15:08, 10.95it/s][Batch 216800/226747] G_loss: 2.2926, D_loss: 0.0908
Epoch 2/5: 96%|████████████████████████████████████████▏ | 217001/226747 [5:28:46<14:45, 11.01it/s][Batch 217000/226747] G_loss: 2.3060, D_loss: 0.0481
Epoch 2/5: 96%|████████████████████████████████████████▏ | 217201/226747 [5:29:05<14:30, 10.96it/s][Batch 217200/226747] G_loss: 2.1510, D_loss: 0.0534
Epoch 2/5: 96%|████████████████████████████████████████▎ | 217401/226747 [5:29:23<14:09, 11.01it/s][Batch 217400/226747] G_loss: 2.1716, D_loss: 0.0335
Epoch 2/5: 96%|████████████████████████████████████████▎ | 217601/226747 [5:29:41<13:52, 10.99it/s][Batch 217600/226747] G_loss: 2.2740, D_loss: 0.0484
Epoch 2/5: 96%|████████████████████████████████████████▎ | 217801/226747 [5:29:59<13:35, 10.97it/s][Batch 217800/226747] G_loss: 2.3073, D_loss: 0.0473
Epoch 2/5: 96%|████████████████████████████████████████▍ | 218001/226747 [5:30:18<13:16, 10.98it/s][Batch 218000/226747] G_loss: 2.0993, D_loss: 0.0508
Epoch 2/5: 96%|████████████████████████████████████████▍ | 218201/226747 [5:30:36<12:56, 11.01it/s][Batch 218200/226747] G_loss: 2.1436, D_loss: 0.0875
Epoch 2/5: 96%|████████████████████████████████████████▍ | 218401/226747 [5:30:54<12:40, 10.97it/s][Batch 218400/226747] G_loss: 2.1345, D_loss: 0.0819
Epoch 2/5: 96%|████████████████████████████████████████▍ | 218601/226747 [5:31:12<12:23, 10.96it/s][Batch 218600/226747] G_loss: 2.2830, D_loss: 0.0488
Epoch 2/5: 96%|████████████████████████████████████████▌ | 218801/226747 [5:31:30<12:05, 10.96it/s][Batch 218800/226747] G_loss: 2.3508, D_loss: 0.0971
Epoch 2/5: 97%|████████████████████████████████████████▌ | 219001/226747 [5:31:49<11:46, 10.96it/s][Batch 219000/226747] G_loss: 2.4079, D_loss: 0.0318
Epoch 2/5: 97%|████████████████████████████████████████▌ | 219201/226747 [5:32:07<11:29, 10.95it/s][Batch 219200/226747] G_loss: 2.3130, D_loss: 0.0448
Epoch 2/5: 97%|████████████████████████████████████████▋ | 219401/226747 [5:32:25<11:09, 10.97it/s][Batch 219400/226747] G_loss: 2.4594, D_loss: 0.0464
Epoch 2/5: 97%|████████████████████████████████████████▋ | 219601/226747 [5:32:43<10:51, 10.97it/s][Batch 219600/226747] G_loss: 2.4456, D_loss: 0.0400
Epoch 2/5: 97%|████████████████████████████████████████▋ | 219801/226747 [5:33:01<10:32, 10.99it/s][Batch 219800/226747] G_loss: 2.3728, D_loss: 0.0282
Epoch 2/5: 97%|████████████████████████████████████████▊ | 220001/226747 [5:33:20<10:16, 10.94it/s][Batch 220000/226747] G_loss: 2.2197, D_loss: 0.0793
Epoch 2/5: 97%|████████████████████████████████████████▊ | 220201/226747 [5:33:38<09:56, 10.97it/s][Batch 220200/226747] G_loss: 2.1924, D_loss: 0.0395
Epoch 2/5: 97%|████████████████████████████████████████▊ | 220401/226747 [5:33:56<09:39, 10.96it/s][Batch 220400/226747] G_loss: 2.0686, D_loss: 0.0542
Epoch 2/5: 97%|████████████████████████████████████████▊ | 220601/226747 [5:34:14<09:20, 10.96it/s][Batch 220600/226747] G_loss: 2.2469, D_loss: 0.0560
Epoch 2/5: 97%|████████████████████████████████████████▉ | 220801/226747 [5:34:33<09:01, 10.97it/s][Batch 220800/226747] G_loss: 2.2101, D_loss: 0.0778
Epoch 2/5: 97%|████████████████████████████████████████▉ | 221001/226747 [5:34:51<08:44, 10.96it/s][Batch 221000/226747] G_loss: 2.5075, D_loss: 0.0329
Epoch 2/5: 98%|████████████████████████████████████████▉ | 221201/226747 [5:35:09<08:25, 10.98it/s][Batch 221200/226747] G_loss: 2.1948, D_loss: 0.0736
Epoch 2/5: 98%|█████████████████████████████████████████ | 221401/226747 [5:35:27<08:08, 10.95it/s][Batch 221400/226747] G_loss: 2.2315, D_loss: 0.0679
Epoch 2/5: 98%|█████████████████████████████████████████ | 221601/226747 [5:35:45<07:49, 10.96it/s][Batch 221600/226747] G_loss: 2.5191, D_loss: 0.0722
Epoch 2/5: 98%|█████████████████████████████████████████ | 221801/226747 [5:36:04<07:31, 10.96it/s][Batch 221800/226747] G_loss: 2.3890, D_loss: 0.0562
Epoch 2/5: 98%|█████████████████████████████████████████ | 222001/226747 [5:36:22<07:12, 10.98it/s][Batch 222000/226747] G_loss: 2.3271, D_loss: 0.0620
Epoch 2/5: 98%|█████████████████████████████████████████▏| 222201/226747 [5:36:40<06:54, 10.96it/s][Batch 222200/226747] G_loss: 2.2782, D_loss: 0.0450
Epoch 2/5: 98%|█████████████████████████████████████████▏| 222401/226747 [5:36:58<06:36, 10.96it/s][Batch 222400/226747] G_loss: 2.4147, D_loss: 0.0325
Epoch 2/5: 98%|█████████████████████████████████████████▏| 222601/226747 [5:37:17<06:18, 10.96it/s][Batch 222600/226747] G_loss: 2.3341, D_loss: 0.0584
Epoch 2/5: 98%|█████████████████████████████████████████▎| 222801/226747 [5:37:35<06:00, 10.96it/s][Batch 222800/226747] G_loss: 2.1117, D_loss: 0.0815
Epoch 2/5: 98%|█████████████████████████████████████████▎| 223001/226747 [5:37:53<05:41, 10.96it/s][Batch 223000/226747] G_loss: 2.0376, D_loss: 0.0966
Epoch 2/5: 98%|█████████████████████████████████████████▎| 223201/226747 [5:38:11<05:23, 10.96it/s][Batch 223200/226747] G_loss: 2.2525, D_loss: 0.0499
Epoch 2/5: 99%|█████████████████████████████████████████▍| 223401/226747 [5:38:29<05:04, 10.99it/s][Batch 223400/226747] G_loss: 2.4590, D_loss: 0.0594
Epoch 2/5: 99%|█████████████████████████████████████████▍| 223601/226747 [5:38:48<04:47, 10.96it/s][Batch 223600/226747] G_loss: 2.3646, D_loss: 0.0403
Epoch 2/5: 99%|█████████████████████████████████████████▍| 223801/226747 [5:39:06<04:29, 10.94it/s][Batch 223800/226747] G_loss: 2.2343, D_loss: 0.0523
Epoch 2/5: 99%|█████████████████████████████████████████▍| 224001/226747 [5:39:24<04:09, 11.01it/s][Batch 224000/226747] G_loss: 2.1382, D_loss: 0.0616
Epoch 2/5: 99%|█████████████████████████████████████████▌| 224201/226747 [5:39:42<03:51, 10.99it/s][Batch 224200/226747] G_loss: 2.4187, D_loss: 0.0353
Epoch 2/5: 99%|█████████████████████████████████████████▌| 224401/226747 [5:40:01<03:33, 10.96it/s][Batch 224400/226747] G_loss: 2.3791, D_loss: 0.0606
Epoch 2/5: 99%|█████████████████████████████████████████▌| 224601/226747 [5:40:19<03:15, 10.97it/s][Batch 224600/226747] G_loss: 2.4229, D_loss: 0.0606
Epoch 2/5: 99%|█████████████████████████████████████████▋| 224801/226747 [5:40:37<02:57, 10.95it/s][Batch 224800/226747] G_loss: 2.3004, D_loss: 0.0779
Epoch 2/5: 99%|█████████████████████████████████████████▋| 225001/226747 [5:40:55<02:39, 10.96it/s][Batch 225000/226747] G_loss: 2.2848, D_loss: 0.0235
Epoch 2/5: 99%|█████████████████████████████████████████▋| 225201/226747 [5:41:13<02:21, 10.96it/s][Batch 225200/226747] G_loss: 2.2401, D_loss: 0.0571
Epoch 2/5: 99%|█████████████████████████████████████████▊| 225401/226747 [5:41:32<02:02, 10.95it/s][Batch 225400/226747] G_loss: 2.2795, D_loss: 0.0319
Epoch 2/5: 99%|█████████████████████████████████████████▊| 225601/226747 [5:41:50<01:44, 10.99it/s][Batch 225600/226747] G_loss: 2.0657, D_loss: 0.0798
Epoch 2/5: 100%|█████████████████████████████████████████▊| 225801/226747 [5:42:08<01:26, 10.96it/s][Batch 225800/226747] G_loss: 2.4228, D_loss: 0.0527
Epoch 2/5: 100%|█████████████████████████████████████████▊| 226001/226747 [5:42:26<01:08, 10.97it/s][Batch 226000/226747] G_loss: 2.2261, D_loss: 0.0411
Epoch 2/5: 100%|█████████████████████████████████████████▉| 226201/226747 [5:42:45<00:49, 10.98it/s][Batch 226200/226747] G_loss: 2.0024, D_loss: 0.0794
Epoch 2/5: 100%|█████████████████████████████████████████▉| 226401/226747 [5:43:03<00:31, 10.97it/s][Batch 226400/226747] G_loss: 2.3428, D_loss: 0.0622
Epoch 2/5: 100%|█████████████████████████████████████████▉| 226601/226747 [5:43:21<00:13, 10.99it/s][Batch 226600/226747] G_loss: 2.6660, D_loss: 0.0310
Epoch 2/5: 100%|██████████████████████████████████████████| 226747/226747 [5:43:54<00:00, 10.99it/s]
[Epoch 2/5] G_loss: 2.3185, D_loss: 0.0630
Epoch 3/5: 0%| | 1/226747 [00:08<508:18:16, 8.07s/it][Batch 0/226747] G_loss: 2.2089, D_loss: 0.0723
Epoch 3/5: 0%| | 201/226747 [00:26<5:44:34, 10.96it/s][Batch 200/226747] G_loss: 2.2770, D_loss: 0.0620
Epoch 3/5: 0%| | 401/226747 [00:44<5:44:37, 10.95it/s][Batch 400/226747] G_loss: 2.3940, D_loss: 0.0356
Epoch 3/5: 0%| | 601/226747 [01:02<5:44:13, 10.95it/s][Batch 600/226747] G_loss: 2.1126, D_loss: 0.0886
Epoch 3/5: 0%|▏ | 801/226747 [01:20<5:43:34, 10.96it/s][Batch 800/226747] G_loss: 2.0903, D_loss: 0.0984
Epoch 3/5: 0%|▏ | 1001/226747 [01:39<5:42:27, 10.99it/s][Batch 1000/226747] G_loss: 2.2043, D_loss: 0.0427
Epoch 3/5: 1%|▏ | 1201/226747 [01:57<5:42:22, 10.98it/s][Batch 1200/226747] G_loss: 2.3026, D_loss: 0.0380
Epoch 3/5: 1%|▎ | 1401/226747 [02:15<5:42:47, 10.96it/s][Batch 1400/226747] G_loss: 2.1689, D_loss: 0.0438
Epoch 3/5: 1%|▎ | 1601/226747 [02:33<5:42:14, 10.96it/s][Batch 1600/226747] G_loss: 2.2821, D_loss: 0.0704
Epoch 3/5: 1%|▎ | 1801/226747 [02:52<5:40:59, 10.99it/s][Batch 1800/226747] G_loss: 2.1554, D_loss: 0.0372
Epoch 3/5: 1%|▍ | 2001/226747 [03:10<5:41:13, 10.98it/s][Batch 2000/226747] G_loss: 2.1424, D_loss: 0.0656
Epoch 3/5: 1%|▍ | 2201/226747 [03:28<5:41:15, 10.97it/s][Batch 2200/226747] G_loss: 2.3622, D_loss: 0.0253
Epoch 3/5: 1%|▍ | 2401/226747 [03:46<5:40:22, 10.99it/s][Batch 2400/226747] G_loss: 2.2811, D_loss: 0.0663
Epoch 3/5: 1%|▌ | 2601/226747 [04:04<5:40:11, 10.98it/s][Batch 2600/226747] G_loss: 2.4192, D_loss: 0.0318
Epoch 3/5: 1%|▌ | 2801/226747 [04:23<5:40:37, 10.96it/s][Batch 2800/226747] G_loss: 2.2629, D_loss: 0.0208
Epoch 3/5: 1%|▌ | 3001/226747 [04:41<5:38:38, 11.01it/s][Batch 3000/226747] G_loss: 2.4492, D_loss: 0.0234
Epoch 3/5: 1%|▌ | 3201/226747 [04:59<5:39:54, 10.96it/s][Batch 3200/226747] G_loss: 2.0670, D_loss: 0.0496
Epoch 3/5: 1%|▋ | 3401/226747 [05:17<5:39:20, 10.97it/s][Batch 3400/226747] G_loss: 1.9581, D_loss: 0.0696
Epoch 3/5: 2%|▋ | 3601/226747 [05:35<5:39:05, 10.97it/s][Batch 3600/226747] G_loss: 2.0486, D_loss: 0.0865
Epoch 3/5: 2%|▋ | 3801/226747 [05:54<5:38:48, 10.97it/s][Batch 3800/226747] G_loss: 2.1829, D_loss: 0.0827
Epoch 3/5: 2%|▊ | 4001/226747 [06:12<5:38:29, 10.97it/s][Batch 4000/226747] G_loss: 2.2410, D_loss: 0.0567
Epoch 3/5: 2%|▊ | 4201/226747 [06:30<5:38:34, 10.96it/s][Batch 4200/226747] G_loss: 2.4501, D_loss: 0.1033
Epoch 3/5: 2%|▊ | 4401/226747 [06:48<5:38:21, 10.95it/s][Batch 4400/226747] G_loss: 2.1956, D_loss: 0.0740
Epoch 3/5: 2%|▉ | 4601/226747 [07:07<5:37:16, 10.98it/s][Batch 4600/226747] G_loss: 2.2538, D_loss: 0.0465
Epoch 3/5: 2%|▉ | 4801/226747 [07:25<5:37:23, 10.96it/s][Batch 4800/226747] G_loss: 2.3947, D_loss: 0.0512
Epoch 3/5: 2%|▉ | 5001/226747 [07:43<5:35:53, 11.00it/s][Batch 5000/226747] G_loss: 2.3633, D_loss: 0.0432
Epoch 3/5: 2%|█ | 5201/226747 [08:01<5:36:34, 10.97it/s][Batch 5200/226747] G_loss: 2.5118, D_loss: 0.0345
Epoch 3/5: 2%|█ | 5401/226747 [08:20<5:36:31, 10.96it/s][Batch 5400/226747] G_loss: 2.2083, D_loss: 0.0442
Epoch 3/5: 2%|█ | 5601/226747 [08:38<5:36:35, 10.95it/s][Batch 5600/226747] G_loss: 2.5364, D_loss: 0.0390
Epoch 3/5: 3%|█▏ | 5801/226747 [08:56<5:35:55, 10.96it/s][Batch 5800/226747] G_loss: 2.3004, D_loss: 0.0559
Epoch 3/5: 3%|█▏ | 6001/226747 [09:14<5:35:37, 10.96it/s][Batch 6000/226747] G_loss: 2.4010, D_loss: 0.0656
Epoch 3/5: 3%|█▏ | 6201/226747 [09:32<5:35:06, 10.97it/s][Batch 6200/226747] G_loss: 2.4727, D_loss: 0.0480
Epoch 3/5: 3%|█▏ | 6401/226747 [09:51<5:34:44, 10.97it/s][Batch 6400/226747] G_loss: 2.5023, D_loss: 0.0477
Epoch 3/5: 3%|█▎ | 6601/226747 [10:09<5:34:59, 10.95it/s][Batch 6600/226747] G_loss: 2.4488, D_loss: 0.0450
Epoch 3/5: 3%|█▎ | 6801/226747 [10:27<5:34:40, 10.95it/s][Batch 6800/226747] G_loss: 2.1491, D_loss: 0.0754
Epoch 3/5: 3%|█▎ | 7001/226747 [10:45<5:34:24, 10.95it/s][Batch 7000/226747] G_loss: 2.1526, D_loss: 0.1013
Epoch 3/5: 3%|█▍ | 7201/226747 [11:04<5:33:39, 10.97it/s][Batch 7200/226747] G_loss: 2.3398, D_loss: 0.0241
Epoch 3/5: 3%|█▍ | 7401/226747 [11:22<5:33:26, 10.96it/s][Batch 7400/226747] G_loss: 2.3437, D_loss: 0.0379
Epoch 3/5: 3%|█▍ | 7601/226747 [11:40<5:33:26, 10.95it/s][Batch 7600/226747] G_loss: 2.5081, D_loss: 0.0644
Epoch 3/5: 3%|█▌ | 7801/226747 [11:58<5:32:34, 10.97it/s][Batch 7800/226747] G_loss: 2.4276, D_loss: 0.0427
Epoch 3/5: 4%|█▌ | 8001/226747 [12:16<5:32:56, 10.95it/s][Batch 8000/226747] G_loss: 1.8607, D_loss: 0.1746
Epoch 3/5: 4%|█▌ | 8201/226747 [12:35<5:32:17, 10.96it/s][Batch 8200/226747] G_loss: 2.3950, D_loss: 0.0881
Epoch 3/5: 4%|█▋ | 8401/226747 [12:53<5:32:06, 10.96it/s][Batch 8400/226747] G_loss: 2.2716, D_loss: 0.0442
Epoch 3/5: 4%|█▋ | 8601/226747 [13:11<5:31:48, 10.96it/s][Batch 8600/226747] G_loss: 2.3787, D_loss: 0.0432
Epoch 3/5: 4%|█▋ | 8801/226747 [13:29<5:30:34, 10.99it/s][Batch 8800/226747] G_loss: 2.2990, D_loss: 0.0654
Epoch 3/5: 4%|█▋ | 9001/226747 [13:47<5:31:24, 10.95it/s][Batch 9000/226747] G_loss: 2.3921, D_loss: 0.0565
Epoch 3/5: 4%|█▊ | 9201/226747 [14:06<5:30:58, 10.95it/s][Batch 9200/226747] G_loss: 2.4978, D_loss: 0.0359
Epoch 3/5: 4%|█▊ | 9401/226747 [14:24<5:30:40, 10.95it/s][Batch 9400/226747] G_loss: 2.1856, D_loss: 0.0732
Epoch 3/5: 4%|█▊ | 9601/226747 [14:42<5:30:33, 10.95it/s][Batch 9600/226747] G_loss: 2.2387, D_loss: 0.0509
Epoch 3/5: 4%|█▉ | 9801/226747 [15:00<5:28:51, 11.00it/s][Batch 9800/226747] G_loss: 2.2737, D_loss: 0.0413
Epoch 3/5: 4%|█▉ | 10001/226747 [15:19<5:29:54, 10.95it/s][Batch 10000/226747] G_loss: 2.5817, D_loss: 0.0528
Epoch 3/5: 4%|█▉ | 10201/226747 [15:37<5:29:30, 10.95it/s][Batch 10200/226747] G_loss: 2.3797, D_loss: 0.0322
Epoch 3/5: 5%|█▉ | 10401/226747 [15:55<5:29:24, 10.95it/s][Batch 10400/226747] G_loss: 2.2277, D_loss: 0.0627
Epoch 3/5: 5%|██ | 10601/226747 [16:13<5:28:49, 10.96it/s][Batch 10600/226747] G_loss: 2.3530, D_loss: 0.0520
Epoch 3/5: 5%|██ | 10801/226747 [16:31<5:26:32, 11.02it/s][Batch 10800/226747] G_loss: 2.2026, D_loss: 0.0559
Epoch 3/5: 5%|██ | 11001/226747 [16:50<5:27:45, 10.97it/s][Batch 11000/226747] G_loss: 2.3230, D_loss: 0.0270
Epoch 3/5: 5%|██ | 11201/226747 [17:08<5:28:02, 10.95it/s][Batch 11200/226747] G_loss: 5.7924, D_loss: 4.5948
Epoch 3/5: 5%|██▏ | 11401/226747 [17:26<5:27:36, 10.96it/s][Batch 11400/226747] G_loss: 2.1722, D_loss: 0.2151
Epoch 3/5: 5%|██▏ | 11601/226747 [17:44<5:27:24, 10.95it/s][Batch 11600/226747] G_loss: 2.2901, D_loss: 0.1480
Epoch 3/5: 5%|██▏ | 11801/226747 [18:03<5:27:08, 10.95it/s][Batch 11800/226747] G_loss: 1.7684, D_loss: 0.2272
Epoch 3/5: 5%|██▎ | 12001/226747 [18:21<5:26:23, 10.97it/s][Batch 12000/226747] G_loss: 2.2420, D_loss: 0.1029
Epoch 3/5: 5%|██▎ | 12201/226747 [18:39<5:26:08, 10.96it/s][Batch 12200/226747] G_loss: 2.1192, D_loss: 0.0996
Epoch 3/5: 5%|██▎ | 12401/226747 [18:57<5:25:53, 10.96it/s][Batch 12400/226747] G_loss: 2.5064, D_loss: 0.0873
Epoch 3/5: 6%|██▍ | 12601/226747 [19:15<5:25:53, 10.95it/s][Batch 12600/226747] G_loss: 2.3386, D_loss: 0.0644
Epoch 3/5: 6%|██▍ | 12801/226747 [19:34<5:24:45, 10.98it/s][Batch 12800/226747] G_loss: 2.3457, D_loss: 0.0479
Epoch 3/5: 6%|██▍ | 13001/226747 [19:52<5:25:30, 10.94it/s][Batch 13000/226747] G_loss: 2.3690, D_loss: 0.0636
Epoch 3/5: 6%|██▌ | 13201/226747 [20:10<5:24:54, 10.95it/s][Batch 13200/226747] G_loss: 2.5455, D_loss: 0.0413
Epoch 3/5: 6%|██▌ | 13401/226747 [20:28<5:24:44, 10.95it/s][Batch 13400/226747] G_loss: 2.3899, D_loss: 0.0405
Epoch 3/5: 6%|██▌ | 13601/226747 [20:47<5:23:40, 10.98it/s][Batch 13600/226747] G_loss: 2.1259, D_loss: 0.0562
Epoch 3/5: 6%|██▌ | 13801/226747 [21:05<5:24:12, 10.95it/s][Batch 13800/226747] G_loss: 2.2374, D_loss: 0.0408
Epoch 3/5: 6%|██▋ | 14001/226747 [21:23<5:23:35, 10.96it/s][Batch 14000/226747] G_loss: 2.2549, D_loss: 0.0446
Epoch 3/5: 6%|██▋ | 14201/226747 [21:41<5:22:54, 10.97it/s][Batch 14200/226747] G_loss: 2.2946, D_loss: 0.0636
Epoch 3/5: 6%|██▋ | 14401/226747 [21:59<5:23:14, 10.95it/s][Batch 14400/226747] G_loss: 2.4847, D_loss: 0.0293
Epoch 3/5: 6%|██▊ | 14601/226747 [22:18<5:22:30, 10.96it/s][Batch 14600/226747] G_loss: 2.6072, D_loss: 0.0417
Epoch 3/5: 7%|██▊ | 14801/226747 [22:36<5:20:47, 11.01it/s][Batch 14800/226747] G_loss: 2.2492, D_loss: 0.0504
Epoch 3/5: 7%|██▊ | 15001/226747 [22:54<5:21:34, 10.97it/s][Batch 15000/226747] G_loss: 2.2525, D_loss: 0.0528
Epoch 3/5: 7%|██▉ | 15201/226747 [23:12<5:21:56, 10.95it/s][Batch 15200/226747] G_loss: 2.2768, D_loss: 0.0364
Epoch 3/5: 7%|██▉ | 15401/226747 [23:31<5:20:52, 10.98it/s][Batch 15400/226747] G_loss: 2.2491, D_loss: 0.0370
Epoch 3/5: 7%|██▉ | 15601/226747 [23:49<5:23:52, 10.87it/s][Batch 15600/226747] G_loss: 2.5039, D_loss: 0.0407
Epoch 3/5: 7%|██▉ | 15801/226747 [24:07<5:20:45, 10.96it/s][Batch 15800/226747] G_loss: 2.3177, D_loss: 0.0468
Epoch 3/5: 7%|███ | 16001/226747 [24:25<5:20:32, 10.96it/s][Batch 16000/226747] G_loss: 2.2000, D_loss: 0.0622
Epoch 3/5: 7%|███ | 16201/226747 [24:44<5:19:49, 10.97it/s][Batch 16200/226747] G_loss: 2.2624, D_loss: 0.0410
Epoch 3/5: 7%|███ | 16401/226747 [25:02<5:19:30, 10.97it/s][Batch 16400/226747] G_loss: 2.3283, D_loss: 0.0305
Epoch 3/5: 7%|███▏ | 16601/226747 [25:20<5:19:06, 10.98it/s][Batch 16600/226747] G_loss: 2.2533, D_loss: 0.0495
Epoch 3/5: 7%|███▏ | 16801/226747 [25:38<5:19:30, 10.95it/s][Batch 16800/226747] G_loss: 2.2538, D_loss: 0.0297
Epoch 3/5: 7%|███▏ | 17001/226747 [25:56<5:17:50, 11.00it/s][Batch 17000/226747] G_loss: 2.2344, D_loss: 0.0380
Epoch 3/5: 8%|███▎ | 17201/226747 [26:15<5:18:17, 10.97it/s][Batch 17200/226747] G_loss: 2.3728, D_loss: 0.0451
Epoch 3/5: 8%|███▎ | 17401/226747 [26:33<5:17:53, 10.98it/s][Batch 17400/226747] G_loss: 1.9807, D_loss: 0.1031
Epoch 3/5: 8%|███▎ | 17601/226747 [26:51<5:17:03, 10.99it/s][Batch 17600/226747] G_loss: 2.1215, D_loss: 0.0535
Epoch 3/5: 8%|███▍ | 17801/226747 [27:09<5:17:42, 10.96it/s][Batch 17800/226747] G_loss: 2.2839, D_loss: 0.0591
Epoch 3/5: 8%|███▍ | 18001/226747 [27:27<5:16:56, 10.98it/s][Batch 18000/226747] G_loss: 2.5361, D_loss: 0.0837
Epoch 3/5: 8%|███▍ | 18201/226747 [27:46<5:17:08, 10.96it/s][Batch 18200/226747] G_loss: 2.3201, D_loss: 0.0318
Epoch 3/5: 8%|███▍ | 18401/226747 [28:04<5:16:44, 10.96it/s][Batch 18400/226747] G_loss: 2.1812, D_loss: 0.0457
Epoch 3/5: 8%|███▌ | 18601/226747 [28:22<5:15:26, 11.00it/s][Batch 18600/226747] G_loss: 2.3337, D_loss: 0.0496
Epoch 3/5: 8%|███▌ | 18801/226747 [28:40<5:16:03, 10.97it/s][Batch 18800/226747] G_loss: 2.4361, D_loss: 0.0461
Epoch 3/5: 8%|███▌ | 19001/226747 [28:58<5:15:38, 10.97it/s][Batch 19000/226747] G_loss: 2.2774, D_loss: 0.0784
Epoch 3/5: 8%|███▋ | 19201/226747 [29:17<5:15:09, 10.98it/s][Batch 19200/226747] G_loss: 2.2322, D_loss: 0.0657
Epoch 3/5: 9%|███▋ | 19401/226747 [29:35<5:14:58, 10.97it/s][Batch 19400/226747] G_loss: 2.2965, D_loss: 0.0556
Epoch 3/5: 9%|███▋ | 19601/226747 [29:53<5:14:21, 10.98it/s][Batch 19600/226747] G_loss: 2.2210, D_loss: 0.0758
Epoch 3/5: 9%|███▊ | 19801/226747 [30:11<5:14:44, 10.96it/s][Batch 19800/226747] G_loss: 2.3017, D_loss: 0.0320
Epoch 3/5: 9%|███▊ | 20001/226747 [30:30<5:14:13, 10.97it/s][Batch 20000/226747] G_loss: 2.2772, D_loss: 0.0268
Epoch 3/5: 9%|███▊ | 20201/226747 [30:48<5:13:24, 10.98it/s][Batch 20200/226747] G_loss: 2.3231, D_loss: 0.0371
Epoch 3/5: 9%|███▊ | 20401/226747 [31:06<5:13:48, 10.96it/s][Batch 20400/226747] G_loss: 2.2493, D_loss: 0.0475
Epoch 3/5: 9%|███▉ | 20601/226747 [31:24<5:12:38, 10.99it/s][Batch 20600/226747] G_loss: 2.1993, D_loss: 0.0580
Epoch 3/5: 9%|███▉ | 20801/226747 [31:42<5:12:27, 10.99it/s][Batch 20800/226747] G_loss: 2.2325, D_loss: 0.0675
Epoch 3/5: 9%|███▉ | 21001/226747 [32:01<5:12:55, 10.96it/s][Batch 21000/226747] G_loss: 2.1583, D_loss: 0.0804
Epoch 3/5: 9%|████ | 21201/226747 [32:19<5:12:34, 10.96it/s][Batch 21200/226747] G_loss: 2.3141, D_loss: 0.0437
Epoch 3/5: 9%|████ | 21401/226747 [32:37<5:12:03, 10.97it/s][Batch 21400/226747] G_loss: 2.3173, D_loss: 0.0407
Epoch 3/5: 10%|████ | 21601/226747 [32:55<5:11:35, 10.97it/s][Batch 21600/226747] G_loss: 2.2200, D_loss: 0.0433
Epoch 3/5: 10%|████▏ | 21801/226747 [33:13<5:10:59, 10.98it/s][Batch 21800/226747] G_loss: 2.2597, D_loss: 0.0419
Epoch 3/5: 10%|████▏ | 22001/226747 [33:32<5:10:46, 10.98it/s][Batch 22000/226747] G_loss: 2.5845, D_loss: 0.0392
Epoch 3/5: 10%|████▏ | 22201/226747 [33:50<5:10:41, 10.97it/s][Batch 22200/226747] G_loss: 2.6269, D_loss: 0.0288
Epoch 3/5: 10%|████▏ | 22401/226747 [34:08<5:10:02, 10.98it/s][Batch 22400/226747] G_loss: 2.1075, D_loss: 0.0658
Epoch 3/5: 10%|████▎ | 22601/226747 [34:26<5:09:48, 10.98it/s][Batch 22600/226747] G_loss: 2.3053, D_loss: 0.0566
Epoch 3/5: 10%|████▎ | 22801/226747 [34:44<5:08:28, 11.02it/s][Batch 22800/226747] G_loss: 2.4229, D_loss: 0.0303
Epoch 3/5: 10%|████▎ | 23001/226747 [35:03<5:08:50, 11.00it/s][Batch 23000/226747] G_loss: 2.2725, D_loss: 0.0432
Epoch 3/5: 10%|████▍ | 23201/226747 [35:21<5:09:10, 10.97it/s][Batch 23200/226747] G_loss: 2.2048, D_loss: 0.0431
Epoch 3/5: 10%|████▍ | 23401/226747 [35:39<5:09:38, 10.95it/s][Batch 23400/226747] G_loss: 2.5359, D_loss: 0.0545
Epoch 3/5: 10%|████▍ | 23601/226747 [35:57<5:08:30, 10.97it/s][Batch 23600/226747] G_loss: 2.3254, D_loss: 0.0419
Epoch 3/5: 10%|████▌ | 23801/226747 [36:15<5:07:54, 10.99it/s][Batch 23800/226747] G_loss: 2.4819, D_loss: 0.0300
Epoch 3/5: 11%|████▌ | 24001/226747 [36:34<5:07:32, 10.99it/s][Batch 24000/226747] G_loss: 2.3624, D_loss: 0.0310
Epoch 3/5: 11%|████▌ | 24201/226747 [36:52<5:06:40, 11.01it/s][Batch 24200/226747] G_loss: 2.5287, D_loss: 0.0357
Epoch 3/5: 11%|████▋ | 24401/226747 [37:10<5:06:37, 11.00it/s][Batch 24400/226747] G_loss: 2.3095, D_loss: 0.0566
Epoch 3/5: 11%|████▋ | 24601/226747 [37:28<5:05:57, 11.01it/s][Batch 24600/226747] G_loss: 2.4012, D_loss: 0.0283
Epoch 3/5: 11%|████▋ | 24801/226747 [37:46<5:06:48, 10.97it/s][Batch 24800/226747] G_loss: 2.6341, D_loss: 0.0443
Epoch 3/5: 11%|████▋ | 25001/226747 [38:04<5:06:41, 10.96it/s][Batch 25000/226747] G_loss: 2.4315, D_loss: 0.0292
Epoch 3/5: 11%|████▊ | 25201/226747 [38:23<5:05:52, 10.98it/s][Batch 25200/226747] G_loss: 2.3427, D_loss: 0.0644
Epoch 3/5: 11%|████▊ | 25401/226747 [38:41<5:05:43, 10.98it/s][Batch 25400/226747] G_loss: 2.2797, D_loss: 0.0391
Epoch 3/5: 11%|████▊ | 25601/226747 [38:59<5:05:34, 10.97it/s][Batch 25600/226747] G_loss: 2.2994, D_loss: 0.0389
Epoch 3/5: 11%|████▉ | 25801/226747 [39:17<5:05:16, 10.97it/s][Batch 25800/226747] G_loss: 2.3448, D_loss: 0.0308
Epoch 3/5: 11%|████▉ | 26001/226747 [39:36<5:05:15, 10.96it/s][Batch 26000/226747] G_loss: 2.2994, D_loss: 0.0315
Epoch 3/5: 12%|████▉ | 26201/226747 [39:54<5:05:05, 10.96it/s][Batch 26200/226747] G_loss: 2.3917, D_loss: 0.0436
Epoch 3/5: 12%|█████ | 26401/226747 [40:12<5:04:19, 10.97it/s][Batch 26400/226747] G_loss: 2.2989, D_loss: 0.0327
Epoch 3/5: 12%|█████ | 26601/226747 [40:30<5:03:48, 10.98it/s][Batch 26600/226747] G_loss: 2.4137, D_loss: 0.0296
Epoch 3/5: 12%|█████ | 26801/226747 [40:48<5:03:46, 10.97it/s][Batch 26800/226747] G_loss: 2.4585, D_loss: 0.0281
Epoch 3/5: 12%|█████ | 27001/226747 [41:07<5:03:24, 10.97it/s][Batch 27000/226747] G_loss: 2.2772, D_loss: 0.0698
Epoch 3/5: 12%|█████▏ | 27201/226747 [41:25<5:03:31, 10.96it/s][Batch 27200/226747] G_loss: 2.2253, D_loss: 0.0815
Epoch 3/5: 12%|█████▏ | 27401/226747 [41:43<5:01:43, 11.01it/s][Batch 27400/226747] G_loss: 2.0598, D_loss: 0.1573
Epoch 3/5: 12%|█████▏ | 27601/226747 [42:01<5:02:34, 10.97it/s][Batch 27600/226747] G_loss: 2.2254, D_loss: 0.0836
Epoch 3/5: 12%|█████▎ | 27801/226747 [42:19<5:00:54, 11.02it/s][Batch 27800/226747] G_loss: 2.3078, D_loss: 0.0809
Epoch 3/5: 12%|█████▎ | 28001/226747 [42:38<5:01:50, 10.97it/s][Batch 28000/226747] G_loss: 2.2675, D_loss: 0.0465
Epoch 3/5: 12%|█████▎ | 28201/226747 [42:56<5:01:23, 10.98it/s][Batch 28200/226747] G_loss: 2.4611, D_loss: 0.0545
Epoch 3/5: 13%|█████▍ | 28401/226747 [43:14<5:00:29, 11.00it/s][Batch 28400/226747] G_loss: 2.2446, D_loss: 0.0443
Epoch 3/5: 13%|█████▍ | 28601/226747 [43:32<5:01:04, 10.97it/s][Batch 28600/226747] G_loss: 2.3296, D_loss: 0.0698
Epoch 3/5: 13%|█████▍ | 28801/226747 [43:50<5:02:54, 10.89it/s][Batch 28800/226747] G_loss: 2.3595, D_loss: 0.0398
Epoch 3/5: 13%|█████▍ | 29001/226747 [44:09<5:00:17, 10.98it/s][Batch 29000/226747] G_loss: 2.4941, D_loss: 0.0237
Epoch 3/5: 13%|█████▌ | 29201/226747 [44:27<5:00:27, 10.96it/s][Batch 29200/226747] G_loss: 2.3236, D_loss: 0.0294
Epoch 3/5: 13%|█████▌ | 29401/226747 [44:45<4:59:37, 10.98it/s][Batch 29400/226747] G_loss: 2.3175, D_loss: 0.0602
Epoch 3/5: 13%|█████▌ | 29601/226747 [45:03<4:59:23, 10.97it/s][Batch 29600/226747] G_loss: 2.5172, D_loss: 0.0319
Epoch 3/5: 13%|█████▋ | 29801/226747 [45:21<4:58:40, 10.99it/s][Batch 29800/226747] G_loss: 2.1901, D_loss: 0.0796
Epoch 3/5: 13%|█████▋ | 30001/226747 [45:40<4:58:51, 10.97it/s][Batch 30000/226747] G_loss: 2.5681, D_loss: 0.0324
Epoch 3/5: 13%|█████▋ | 30201/226747 [45:58<4:58:36, 10.97it/s][Batch 30200/226747] G_loss: 2.1664, D_loss: 0.0746
Epoch 3/5: 13%|█████▊ | 30401/226747 [46:16<4:58:05, 10.98it/s][Batch 30400/226747] G_loss: 2.3071, D_loss: 0.0281
Epoch 3/5: 13%|█████▊ | 30601/226747 [46:34<4:57:59, 10.97it/s][Batch 30600/226747] G_loss: 2.4180, D_loss: 0.0397
Epoch 3/5: 14%|█████▊ | 30801/226747 [46:52<4:57:47, 10.97it/s][Batch 30800/226747] G_loss: 2.3431, D_loss: 0.0550
Epoch 3/5: 14%|█████▉ | 31001/226747 [47:11<4:57:35, 10.96it/s][Batch 31000/226747] G_loss: 2.2387, D_loss: 0.0510
Epoch 3/5: 14%|█████▉ | 31201/226747 [47:29<4:57:07, 10.97it/s][Batch 31200/226747] G_loss: 2.1909, D_loss: 0.0466
Epoch 3/5: 14%|█████▉ | 31401/226747 [47:47<4:56:44, 10.97it/s][Batch 31400/226747] G_loss: 2.3524, D_loss: 0.0459
Epoch 3/5: 14%|█████▉ | 31601/226747 [48:05<4:56:21, 10.97it/s][Batch 31600/226747] G_loss: 2.0850, D_loss: 0.0551
Epoch 3/5: 14%|██████ | 31801/226747 [48:23<4:55:59, 10.98it/s][Batch 31800/226747] G_loss: 2.4397, D_loss: 0.0227
Epoch 3/5: 14%|██████ | 32001/226747 [48:42<4:55:49, 10.97it/s][Batch 32000/226747] G_loss: 2.3739, D_loss: 0.0871
Epoch 3/5: 14%|██████ | 32201/226747 [49:00<4:55:35, 10.97it/s][Batch 32200/226747] G_loss: 2.4211, D_loss: 0.0340
Epoch 3/5: 14%|██████▏ | 32401/226747 [49:18<4:55:07, 10.98it/s][Batch 32400/226747] G_loss: 2.4125, D_loss: 0.0371
Epoch 3/5: 14%|██████▏ | 32601/226747 [49:36<4:54:54, 10.97it/s][Batch 32600/226747] G_loss: 2.5105, D_loss: 0.0556
Epoch 3/5: 14%|██████▏ | 32801/226747 [49:55<4:54:17, 10.98it/s][Batch 32800/226747] G_loss: 2.3656, D_loss: 0.1072
Epoch 3/5: 15%|██████▎ | 33001/226747 [50:13<4:54:10, 10.98it/s][Batch 33000/226747] G_loss: 2.2458, D_loss: 0.0340
Epoch 3/5: 15%|██████▎ | 33201/226747 [50:31<4:54:04, 10.97it/s][Batch 33200/226747] G_loss: 2.4609, D_loss: 0.0460
Epoch 3/5: 15%|██████▎ | 33401/226747 [50:49<4:53:35, 10.98it/s][Batch 33400/226747] G_loss: 2.4998, D_loss: 0.0423
Epoch 3/5: 15%|██████▎ | 33601/226747 [51:07<4:53:22, 10.97it/s][Batch 33600/226747] G_loss: 2.3313, D_loss: 0.0256
Epoch 3/5: 15%|██████▍ | 33801/226747 [51:26<4:53:11, 10.97it/s][Batch 33800/226747] G_loss: 2.2068, D_loss: 0.0473
Epoch 3/5: 15%|██████▍ | 34001/226747 [51:44<4:53:04, 10.96it/s][Batch 34000/226747] G_loss: 2.3830, D_loss: 0.0274
Epoch 3/5: 15%|██████▍ | 34201/226747 [52:02<4:52:20, 10.98it/s][Batch 34200/226747] G_loss: 2.3083, D_loss: 0.0217
Epoch 3/5: 15%|██████▌ | 34401/226747 [52:20<4:52:11, 10.97it/s][Batch 34400/226747] G_loss: 2.1385, D_loss: 0.0785
Epoch 3/5: 15%|██████▌ | 34601/226747 [52:38<4:51:35, 10.98it/s][Batch 34600/226747] G_loss: 2.2419, D_loss: 0.0355
Epoch 3/5: 15%|██████▌ | 34801/226747 [52:57<4:51:26, 10.98it/s][Batch 34800/226747] G_loss: 2.3747, D_loss: 0.0357
Epoch 3/5: 15%|██████▋ | 35001/226747 [53:15<4:51:29, 10.96it/s][Batch 35000/226747] G_loss: 2.0798, D_loss: 0.0458
Epoch 3/5: 16%|██████▋ | 35201/226747 [53:33<4:50:57, 10.97it/s][Batch 35200/226747] G_loss: 2.3724, D_loss: 0.0522
Epoch 3/5: 16%|██████▋ | 35401/226747 [53:51<4:50:18, 10.99it/s][Batch 35400/226747] G_loss: 2.3419, D_loss: 0.0350
Epoch 3/5: 16%|██████▊ | 35601/226747 [54:09<4:50:28, 10.97it/s][Batch 35600/226747] G_loss: 2.2690, D_loss: 0.0661
Epoch 3/5: 16%|██████▊ | 35801/226747 [54:28<4:49:06, 11.01it/s][Batch 35800/226747] G_loss: 2.3821, D_loss: 0.0172
Epoch 3/5: 16%|██████▊ | 36001/226747 [54:46<4:49:31, 10.98it/s][Batch 36000/226747] G_loss: 2.3684, D_loss: 0.0473
Epoch 3/5: 16%|██████▊ | 36201/226747 [55:04<4:49:04, 10.99it/s][Batch 36200/226747] G_loss: 2.4417, D_loss: 0.0264
Epoch 3/5: 16%|██████▉ | 36401/226747 [55:22<4:48:20, 11.00it/s][Batch 36400/226747] G_loss: 2.3347, D_loss: 0.0881
Epoch 3/5: 16%|██████▉ | 36601/226747 [55:40<4:47:50, 11.01it/s][Batch 36600/226747] G_loss: 2.0397, D_loss: 0.0850
Epoch 3/5: 16%|██████▉ | 36801/226747 [55:59<4:48:12, 10.98it/s][Batch 36800/226747] G_loss: 2.2275, D_loss: 0.0695
Epoch 3/5: 16%|███████ | 37001/226747 [56:17<4:48:09, 10.97it/s][Batch 37000/226747] G_loss: 2.2911, D_loss: 0.0609
Epoch 3/5: 16%|███████ | 37201/226747 [56:35<4:48:08, 10.96it/s][Batch 37200/226747] G_loss: 2.1970, D_loss: 0.0477
Epoch 3/5: 16%|███████ | 37401/226747 [56:53<4:46:45, 11.01it/s][Batch 37400/226747] G_loss: 2.3790, D_loss: 0.0341
Epoch 3/5: 17%|███████▏ | 37601/226747 [57:11<4:46:39, 11.00it/s][Batch 37600/226747] G_loss: 2.1602, D_loss: 0.0340
Epoch 3/5: 17%|███████▏ | 37801/226747 [57:30<4:46:03, 11.01it/s][Batch 37800/226747] G_loss: 2.5316, D_loss: 0.0276
Epoch 3/5: 17%|███████▏ | 38001/226747 [57:48<4:47:11, 10.95it/s][Batch 38000/226747] G_loss: 2.2986, D_loss: 0.0273
Epoch 3/5: 17%|███████▏ | 38201/226747 [58:06<4:46:22, 10.97it/s][Batch 38200/226747] G_loss: 2.5611, D_loss: 0.0436
Epoch 3/5: 17%|███████▎ | 38401/226747 [58:24<4:45:16, 11.00it/s][Batch 38400/226747] G_loss: 2.3616, D_loss: 0.0399
Epoch 3/5: 17%|███████▎ | 38601/226747 [58:42<4:46:05, 10.96it/s][Batch 38600/226747] G_loss: 2.4434, D_loss: 0.0694
Epoch 3/5: 17%|███████▎ | 38801/226747 [59:01<4:45:00, 10.99it/s][Batch 38800/226747] G_loss: 2.3272, D_loss: 0.0549
Epoch 3/5: 17%|███████▍ | 39001/226747 [59:19<4:45:29, 10.96it/s][Batch 39000/226747] G_loss: 2.5755, D_loss: 0.0232
Epoch 3/5: 17%|███████▍ | 39201/226747 [59:37<4:46:23, 10.91it/s][Batch 39200/226747] G_loss: 2.2823, D_loss: 0.0478
Epoch 3/5: 17%|███████▍ | 39401/226747 [59:55<4:43:41, 11.01it/s][Batch 39400/226747] G_loss: 2.2787, D_loss: 0.0236
Epoch 3/5: 17%|███████▏ | 39601/226747 [1:00:13<4:44:09, 10.98it/s][Batch 39600/226747] G_loss: 2.5037, D_loss: 0.0772
Epoch 3/5: 18%|███████▏ | 39801/226747 [1:00:32<4:44:24, 10.96it/s][Batch 39800/226747] G_loss: 2.2394, D_loss: 0.0529
Epoch 3/5: 18%|███████▏ | 40001/226747 [1:00:50<4:42:54, 11.00it/s][Batch 40000/226747] G_loss: 2.2481, D_loss: 0.0425
Epoch 3/5: 18%|███████▎ | 40201/226747 [1:01:08<4:43:57, 10.95it/s][Batch 40200/226747] G_loss: 2.1480, D_loss: 0.0721
Epoch 3/5: 18%|███████▎ | 40401/226747 [1:01:26<4:43:15, 10.96it/s][Batch 40400/226747] G_loss: 2.3458, D_loss: 0.0484
Epoch 3/5: 18%|███████▎ | 40601/226747 [1:01:44<4:42:57, 10.96it/s][Batch 40600/226747] G_loss: 2.1924, D_loss: 0.0615
Epoch 3/5: 18%|███████▍ | 40801/226747 [1:02:03<4:41:47, 11.00it/s][Batch 40800/226747] G_loss: 2.3006, D_loss: 0.0436
Epoch 3/5: 18%|███████▍ | 41001/226747 [1:02:21<4:41:43, 10.99it/s][Batch 41000/226747] G_loss: 2.2991, D_loss: 0.0734
Epoch 3/5: 18%|███████▍ | 41201/226747 [1:02:39<4:40:45, 11.01it/s][Batch 41200/226747] G_loss: 2.2802, D_loss: 0.0487
Epoch 3/5: 18%|███████▍ | 41401/226747 [1:02:57<4:40:16, 11.02it/s][Batch 41400/226747] G_loss: 2.4279, D_loss: 0.0548
Epoch 3/5: 18%|███████▌ | 41601/226747 [1:03:15<4:41:31, 10.96it/s][Batch 41600/226747] G_loss: 2.3895, D_loss: 0.0269
Epoch 3/5: 18%|███████▌ | 41801/226747 [1:03:34<4:40:10, 11.00it/s][Batch 41800/226747] G_loss: 2.2013, D_loss: 0.0770
Epoch 3/5: 19%|███████▌ | 42001/226747 [1:03:52<4:40:59, 10.96it/s][Batch 42000/226747] G_loss: 2.2747, D_loss: 0.0513
Epoch 3/5: 19%|███████▋ | 42201/226747 [1:04:10<4:40:23, 10.97it/s][Batch 42200/226747] G_loss: 2.0490, D_loss: 0.0991
Epoch 3/5: 19%|███████▋ | 42401/226747 [1:04:28<4:40:16, 10.96it/s][Batch 42400/226747] G_loss: 2.3428, D_loss: 0.0565
Epoch 3/5: 19%|███████▋ | 42601/226747 [1:04:46<4:40:36, 10.94it/s][Batch 42600/226747] G_loss: 2.3365, D_loss: 0.0562
Epoch 3/5: 19%|███████▋ | 42801/226747 [1:05:05<4:39:20, 10.97it/s][Batch 42800/226747] G_loss: 2.2329, D_loss: 0.0403
Epoch 3/5: 19%|███████▊ | 43001/226747 [1:05:23<4:38:40, 10.99it/s][Batch 43000/226747] G_loss: 2.2301, D_loss: 0.0904
Epoch 3/5: 19%|███████▊ | 43201/226747 [1:05:41<4:39:00, 10.96it/s][Batch 43200/226747] G_loss: 2.2634, D_loss: 0.0583
Epoch 3/5: 19%|███████▊ | 43401/226747 [1:05:59<4:38:28, 10.97it/s][Batch 43400/226747] G_loss: 2.3179, D_loss: 0.0435
Epoch 3/5: 19%|███████▉ | 43601/226747 [1:06:18<4:38:20, 10.97it/s][Batch 43600/226747] G_loss: 2.2948, D_loss: 0.0473
Epoch 3/5: 19%|███████▉ | 43801/226747 [1:06:36<4:38:07, 10.96it/s][Batch 43800/226747] G_loss: 2.1315, D_loss: 0.1020
Epoch 3/5: 19%|███████▉ | 44001/226747 [1:06:54<4:37:18, 10.98it/s][Batch 44000/226747] G_loss: 2.4481, D_loss: 0.0294
Epoch 3/5: 19%|███████▉ | 44201/226747 [1:07:12<4:37:33, 10.96it/s][Batch 44200/226747] G_loss: 2.3335, D_loss: 0.0288
Epoch 3/5: 20%|████████ | 44401/226747 [1:07:30<4:36:09, 11.01it/s][Batch 44400/226747] G_loss: 2.2792, D_loss: 0.0413
Epoch 3/5: 20%|████████ | 44601/226747 [1:07:49<4:36:35, 10.98it/s][Batch 44600/226747] G_loss: 2.0856, D_loss: 0.0474
Epoch 3/5: 20%|████████ | 44801/226747 [1:08:07<4:36:30, 10.97it/s][Batch 44800/226747] G_loss: 2.1695, D_loss: 0.0402
Epoch 3/5: 20%|████████▏ | 45001/226747 [1:08:25<4:35:53, 10.98it/s][Batch 45000/226747] G_loss: 2.3347, D_loss: 0.0493
Epoch 3/5: 20%|████████▏ | 45201/226747 [1:08:43<4:35:49, 10.97it/s][Batch 45200/226747] G_loss: 2.2468, D_loss: 0.0362
Epoch 3/5: 20%|████████▏ | 45401/226747 [1:09:01<4:34:44, 11.00it/s][Batch 45400/226747] G_loss: 2.7089, D_loss: 0.1315
Epoch 3/5: 20%|████████▏ | 45601/226747 [1:09:20<4:35:26, 10.96it/s][Batch 45600/226747] G_loss: 2.1269, D_loss: 0.0545
Epoch 3/5: 20%|████████▎ | 45801/226747 [1:09:38<4:35:20, 10.95it/s][Batch 45800/226747] G_loss: 2.1259, D_loss: 0.1085
Epoch 3/5: 20%|████████▎ | 46001/226747 [1:09:56<4:34:48, 10.96it/s][Batch 46000/226747] G_loss: 2.2643, D_loss: 0.0552
Epoch 3/5: 20%|████████▎ | 46201/226747 [1:10:14<4:34:36, 10.96it/s][Batch 46200/226747] G_loss: 2.3488, D_loss: 0.0452
Epoch 3/5: 20%|████████▍ | 46401/226747 [1:10:32<4:33:40, 10.98it/s][Batch 46400/226747] G_loss: 2.3585, D_loss: 0.0594
Epoch 3/5: 21%|████████▍ | 46601/226747 [1:10:51<4:33:45, 10.97it/s][Batch 46600/226747] G_loss: 2.1930, D_loss: 0.0594
Epoch 3/5: 21%|████████▍ | 46801/226747 [1:11:09<4:33:25, 10.97it/s][Batch 46800/226747] G_loss: 2.3962, D_loss: 0.0331
Epoch 3/5: 21%|████████▍ | 47001/226747 [1:11:27<4:33:10, 10.97it/s][Batch 47000/226747] G_loss: 2.2840, D_loss: 0.0228
Epoch 3/5: 21%|████████▌ | 47201/226747 [1:11:45<4:33:42, 10.93it/s][Batch 47200/226747] G_loss: 2.2672, D_loss: 0.0482
Epoch 3/5: 21%|████████▌ | 47401/226747 [1:12:03<4:32:25, 10.97it/s][Batch 47400/226747] G_loss: 2.2467, D_loss: 0.0577
Epoch 3/5: 21%|████████▌ | 47601/226747 [1:12:22<4:31:58, 10.98it/s][Batch 47600/226747] G_loss: 2.2517, D_loss: 0.0731
Epoch 3/5: 21%|████████▋ | 47801/226747 [1:12:40<4:31:37, 10.98it/s][Batch 47800/226747] G_loss: 2.2874, D_loss: 0.0628
Epoch 3/5: 21%|████████▋ | 48001/226747 [1:12:58<4:31:43, 10.96it/s][Batch 48000/226747] G_loss: 2.3558, D_loss: 0.0568
Epoch 3/5: 21%|████████▋ | 48201/226747 [1:13:16<4:31:10, 10.97it/s][Batch 48200/226747] G_loss: 2.4376, D_loss: 0.0364
Epoch 3/5: 21%|████████▊ | 48401/226747 [1:13:34<4:30:45, 10.98it/s][Batch 48400/226747] G_loss: 2.2818, D_loss: 0.0375
Epoch 3/5: 21%|████████▊ | 48601/226747 [1:13:53<4:30:47, 10.96it/s][Batch 48600/226747] G_loss: 2.1556, D_loss: 0.0376
Epoch 3/5: 22%|████████▊ | 48801/226747 [1:14:11<4:30:39, 10.96it/s][Batch 48800/226747] G_loss: 2.1877, D_loss: 0.0941
Epoch 3/5: 22%|████████▊ | 49001/226747 [1:14:29<4:29:57, 10.97it/s][Batch 49000/226747] G_loss: 2.2016, D_loss: 0.0670
Epoch 3/5: 22%|████████▉ | 49201/226747 [1:14:47<4:29:52, 10.96it/s][Batch 49200/226747] G_loss: 2.3540, D_loss: 0.0526
Epoch 3/5: 22%|████████▉ | 49401/226747 [1:15:05<4:29:28, 10.97it/s][Batch 49400/226747] G_loss: 2.3452, D_loss: 0.0338
Epoch 3/5: 22%|████████▉ | 49601/226747 [1:15:24<4:28:10, 11.01it/s][Batch 49600/226747] G_loss: 2.0917, D_loss: 0.0712
Epoch 3/5: 22%|█████████ | 49801/226747 [1:15:42<4:28:52, 10.97it/s][Batch 49800/226747] G_loss: 2.1877, D_loss: 0.0549
Epoch 3/5: 22%|█████████ | 50001/226747 [1:16:00<4:28:18, 10.98it/s][Batch 50000/226747] G_loss: 2.1244, D_loss: 0.0702
Epoch 3/5: 22%|█████████ | 50201/226747 [1:16:18<4:28:25, 10.96it/s][Batch 50200/226747] G_loss: 2.3259, D_loss: 0.0345
Epoch 3/5: 22%|█████████ | 50401/226747 [1:16:36<4:27:36, 10.98it/s][Batch 50400/226747] G_loss: 2.2714, D_loss: 0.0502
Epoch 3/5: 22%|█████████▏ | 50601/226747 [1:16:55<4:26:27, 11.02it/s][Batch 50600/226747] G_loss: 2.3476, D_loss: 0.0354
Epoch 3/5: 22%|█████████▏ | 50801/226747 [1:17:13<4:27:26, 10.97it/s][Batch 50800/226747] G_loss: 2.1369, D_loss: 0.0667
Epoch 3/5: 22%|█████████▏ | 51001/226747 [1:17:31<4:27:04, 10.97it/s][Batch 51000/226747] G_loss: 2.3340, D_loss: 0.0555
Epoch 3/5: 23%|█████████▎ | 51201/226747 [1:17:49<4:26:51, 10.96it/s][Batch 51200/226747] G_loss: 2.5458, D_loss: 0.0472
Epoch 3/5: 23%|█████████▎ | 51401/226747 [1:18:07<4:26:42, 10.96it/s][Batch 51400/226747] G_loss: 2.4944, D_loss: 0.0207
Epoch 3/5: 23%|█████████▎ | 51601/226747 [1:18:26<4:25:57, 10.98it/s][Batch 51600/226747] G_loss: 2.4033, D_loss: 0.0589
Epoch 3/5: 23%|█████████▎ | 51801/226747 [1:18:44<4:25:44, 10.97it/s][Batch 51800/226747] G_loss: 2.3220, D_loss: 0.0542
Epoch 3/5: 23%|█████████▍ | 52001/226747 [1:19:02<4:24:54, 10.99it/s][Batch 52000/226747] G_loss: 2.1685, D_loss: 0.0444
Epoch 3/5: 23%|█████████▍ | 52201/226747 [1:19:20<4:24:55, 10.98it/s][Batch 52200/226747] G_loss: 2.1826, D_loss: 0.0663
Epoch 3/5: 23%|█████████▍ | 52401/226747 [1:19:38<4:24:34, 10.98it/s][Batch 52400/226747] G_loss: 2.1352, D_loss: 0.0835
Epoch 3/5: 23%|█████████▌ | 52601/226747 [1:19:57<4:24:19, 10.98it/s][Batch 52600/226747] G_loss: 2.3183, D_loss: 0.0321
Epoch 3/5: 23%|█████████▌ | 52801/226747 [1:20:15<4:24:35, 10.96it/s][Batch 52800/226747] G_loss: 2.4198, D_loss: 0.0429
Epoch 3/5: 23%|█████████▌ | 53001/226747 [1:20:33<4:24:06, 10.96it/s][Batch 53000/226747] G_loss: 2.4401, D_loss: 0.0402
Epoch 3/5: 23%|█████████▌ | 53201/226747 [1:20:51<4:23:14, 10.99it/s][Batch 53200/226747] G_loss: 2.1738, D_loss: 0.1108
Epoch 3/5: 24%|█████████▋ | 53401/226747 [1:21:09<4:22:40, 11.00it/s][Batch 53400/226747] G_loss: 2.1804, D_loss: 0.0564
Epoch 3/5: 24%|█████████▋ | 53601/226747 [1:21:28<4:22:52, 10.98it/s][Batch 53600/226747] G_loss: 1.9117, D_loss: 0.1544
Epoch 3/5: 24%|█████████▋ | 53801/226747 [1:21:46<4:22:20, 10.99it/s][Batch 53800/226747] G_loss: 2.2721, D_loss: 0.0633
Epoch 3/5: 24%|█████████▊ | 54001/226747 [1:22:04<4:21:33, 11.01it/s][Batch 54000/226747] G_loss: 2.3587, D_loss: 0.0223
Epoch 3/5: 24%|█████████▊ | 54201/226747 [1:22:22<4:22:03, 10.97it/s][Batch 54200/226747] G_loss: 2.4598, D_loss: 0.0405
Epoch 3/5: 24%|█████████▊ | 54401/226747 [1:22:40<4:21:52, 10.97it/s][Batch 54400/226747] G_loss: 2.2987, D_loss: 0.0485
Epoch 3/5: 24%|█████████▊ | 54601/226747 [1:22:59<4:21:05, 10.99it/s][Batch 54600/226747] G_loss: 2.4683, D_loss: 0.0239
Epoch 3/5: 24%|█████████▉ | 54801/226747 [1:23:17<4:21:14, 10.97it/s][Batch 54800/226747] G_loss: 2.3106, D_loss: 0.0649
Epoch 3/5: 24%|█████████▉ | 55001/226747 [1:23:35<4:24:09, 10.84it/s][Batch 55000/226747] G_loss: 2.4011, D_loss: 0.0511
Epoch 3/5: 24%|█████████▉ | 55201/226747 [1:23:53<4:20:15, 10.99it/s][Batch 55200/226747] G_loss: 2.4249, D_loss: 0.0288
Epoch 3/5: 24%|██████████ | 55401/226747 [1:24:11<4:20:26, 10.97it/s][Batch 55400/226747] G_loss: 2.2661, D_loss: 0.0382
Epoch 3/5: 25%|██████████ | 55601/226747 [1:24:30<4:20:20, 10.96it/s][Batch 55600/226747] G_loss: 2.3684, D_loss: 0.0284
Epoch 3/5: 25%|██████████ | 55801/226747 [1:24:48<4:19:33, 10.98it/s][Batch 55800/226747] G_loss: 2.5004, D_loss: 0.0345
Epoch 3/5: 25%|██████████▏ | 56001/226747 [1:25:06<4:22:56, 10.82it/s][Batch 56000/226747] G_loss: 2.3122, D_loss: 0.0360
Epoch 3/5: 25%|██████████▏ | 56201/226747 [1:25:24<4:18:22, 11.00it/s][Batch 56200/226747] G_loss: 2.0054, D_loss: 0.0804
Epoch 3/5: 25%|██████████▏ | 56401/226747 [1:25:42<4:18:27, 10.98it/s][Batch 56400/226747] G_loss: 2.2665, D_loss: 0.0668
Epoch 3/5: 25%|██████████▏ | 56601/226747 [1:26:01<4:18:35, 10.97it/s][Batch 56600/226747] G_loss: 2.3983, D_loss: 0.0362
Epoch 3/5: 25%|██████████▎ | 56801/226747 [1:26:19<4:18:01, 10.98it/s][Batch 56800/226747] G_loss: 2.2616, D_loss: 0.0266
Epoch 3/5: 25%|██████████▎ | 57001/226747 [1:26:37<4:17:57, 10.97it/s][Batch 57000/226747] G_loss: 2.2431, D_loss: 0.0478
Epoch 3/5: 25%|██████████▎ | 57201/226747 [1:26:55<4:17:50, 10.96it/s][Batch 57200/226747] G_loss: 2.1355, D_loss: 0.0431
Epoch 3/5: 25%|██████████▍ | 57401/226747 [1:27:14<4:17:42, 10.95it/s][Batch 57400/226747] G_loss: 2.6667, D_loss: 0.0481
Epoch 3/5: 25%|██████████▍ | 57601/226747 [1:27:32<4:17:04, 10.97it/s][Batch 57600/226747] G_loss: 2.2484, D_loss: 0.0475
Epoch 3/5: 25%|██████████▍ | 57801/226747 [1:27:50<4:17:14, 10.95it/s][Batch 57800/226747] G_loss: 2.2193, D_loss: 0.0590
Epoch 3/5: 26%|██████████▍ | 58001/226747 [1:28:08<4:16:16, 10.97it/s][Batch 58000/226747] G_loss: 2.3371, D_loss: 0.0749
Epoch 3/5: 26%|██████████▌ | 58201/226747 [1:28:26<4:16:40, 10.94it/s][Batch 58200/226747] G_loss: 2.4047, D_loss: 0.0218
Epoch 3/5: 26%|██████████▌ | 58401/226747 [1:28:45<4:16:20, 10.95it/s][Batch 58400/226747] G_loss: 2.2808, D_loss: 0.0287
Epoch 3/5: 26%|██████████▌ | 58601/226747 [1:29:03<4:14:44, 11.00it/s][Batch 58600/226747] G_loss: 2.1715, D_loss: 0.0907
Epoch 3/5: 26%|██████████▋ | 58801/226747 [1:29:21<4:15:33, 10.95it/s][Batch 58800/226747] G_loss: 2.3458, D_loss: 0.0590
Epoch 3/5: 26%|██████████▋ | 59001/226747 [1:29:39<4:14:58, 10.97it/s][Batch 59000/226747] G_loss: 2.4172, D_loss: 0.0482
Epoch 3/5: 26%|██████████▋ | 59201/226747 [1:29:58<4:14:52, 10.96it/s][Batch 59200/226747] G_loss: 2.2270, D_loss: 0.0701
Epoch 3/5: 26%|██████████▋ | 59401/226747 [1:30:16<4:14:29, 10.96it/s][Batch 59400/226747] G_loss: 2.4123, D_loss: 0.0252
Epoch 3/5: 26%|██████████▊ | 59601/226747 [1:30:34<4:14:22, 10.95it/s][Batch 59600/226747] G_loss: 2.4680, D_loss: 0.0224
Epoch 3/5: 26%|██████████▊ | 59801/226747 [1:30:52<4:14:21, 10.94it/s][Batch 59800/226747] G_loss: 2.3865, D_loss: 0.0276
Epoch 3/5: 26%|██████████▊ | 60001/226747 [1:31:11<4:13:51, 10.95it/s][Batch 60000/226747] G_loss: 2.3087, D_loss: 0.0508
Epoch 3/5: 27%|██████████▉ | 60201/226747 [1:31:29<4:13:36, 10.95it/s][Batch 60200/226747] G_loss: 2.3332, D_loss: 0.0228
Epoch 3/5: 27%|██████████▉ | 60401/226747 [1:31:47<4:12:57, 10.96it/s][Batch 60400/226747] G_loss: 2.3750, D_loss: 0.0376
Epoch 3/5: 27%|██████████▉ | 60601/226747 [1:32:05<4:11:49, 11.00it/s][Batch 60600/226747] G_loss: 2.2889, D_loss: 0.0328
Epoch 3/5: 27%|██████████▉ | 60801/226747 [1:32:23<4:12:17, 10.96it/s][Batch 60800/226747] G_loss: 2.2322, D_loss: 0.0587
Epoch 3/5: 27%|███████████ | 61001/226747 [1:32:42<4:11:52, 10.97it/s][Batch 61000/226747] G_loss: 2.2724, D_loss: 0.0417
Epoch 3/5: 27%|███████████ | 61201/226747 [1:33:00<4:11:20, 10.98it/s][Batch 61200/226747] G_loss: 2.2094, D_loss: 0.0511
Epoch 3/5: 27%|███████████ | 61401/226747 [1:33:18<4:11:01, 10.98it/s][Batch 61400/226747] G_loss: 2.3301, D_loss: 0.0267
Epoch 3/5: 27%|███████████▏ | 61601/226747 [1:33:36<4:10:58, 10.97it/s][Batch 61600/226747] G_loss: 2.3170, D_loss: 0.0443
Epoch 3/5: 27%|███████████▏ | 61801/226747 [1:33:55<4:10:26, 10.98it/s][Batch 61800/226747] G_loss: 2.2380, D_loss: 0.0696
Epoch 3/5: 27%|███████████▏ | 62001/226747 [1:34:13<4:10:50, 10.95it/s][Batch 62000/226747] G_loss: 2.3055, D_loss: 0.0638
Epoch 3/5: 27%|███████████▏ | 62201/226747 [1:34:31<4:09:21, 11.00it/s][Batch 62200/226747] G_loss: 2.4656, D_loss: 0.0243
Epoch 3/5: 28%|███████████▎ | 62401/226747 [1:34:49<4:10:09, 10.95it/s][Batch 62400/226747] G_loss: 2.3916, D_loss: 0.0684
Epoch 3/5: 28%|███████████▎ | 62601/226747 [1:35:07<4:09:12, 10.98it/s][Batch 62600/226747] G_loss: 2.3141, D_loss: 0.0392
Epoch 3/5: 28%|███████████▎ | 62801/226747 [1:35:26<4:08:35, 10.99it/s][Batch 62800/226747] G_loss: 2.3879, D_loss: 0.0568
Epoch 3/5: 28%|███████████▍ | 63001/226747 [1:35:44<4:07:51, 11.01it/s][Batch 63000/226747] G_loss: 2.2761, D_loss: 0.0726
Epoch 3/5: 28%|███████████▍ | 63201/226747 [1:36:02<4:07:45, 11.00it/s][Batch 63200/226747] G_loss: 2.2902, D_loss: 0.0777
Epoch 3/5: 28%|███████████▍ | 63401/226747 [1:36:20<4:08:07, 10.97it/s][Batch 63400/226747] G_loss: 2.3872, D_loss: 0.0642
Epoch 3/5: 28%|███████████▌ | 63601/226747 [1:36:38<4:07:39, 10.98it/s][Batch 63600/226747] G_loss: 2.3731, D_loss: 0.0676
Epoch 3/5: 28%|███████████▌ | 63801/226747 [1:36:57<4:07:31, 10.97it/s][Batch 63800/226747] G_loss: 2.3915, D_loss: 0.0628
Epoch 3/5: 28%|███████████▌ | 64001/226747 [1:37:15<4:07:43, 10.95it/s][Batch 64000/226747] G_loss: 2.3697, D_loss: 0.0297
Epoch 3/5: 28%|███████████▌ | 64201/226747 [1:37:33<4:06:58, 10.97it/s][Batch 64200/226747] G_loss: 2.1451, D_loss: 0.0697
Epoch 3/5: 28%|███████████▋ | 64401/226747 [1:37:51<4:06:50, 10.96it/s][Batch 64400/226747] G_loss: 2.2460, D_loss: 0.0498
Epoch 3/5: 28%|███████████▋ | 64601/226747 [1:38:09<4:06:21, 10.97it/s][Batch 64600/226747] G_loss: 2.3405, D_loss: 0.0728
Epoch 3/5: 29%|███████████▋ | 64801/226747 [1:38:28<4:06:26, 10.95it/s][Batch 64800/226747] G_loss: 2.4694, D_loss: 0.0263
Epoch 3/5: 29%|███████████▊ | 65001/226747 [1:38:46<4:05:54, 10.96it/s][Batch 65000/226747] G_loss: 2.3447, D_loss: 0.0332
Epoch 3/5: 29%|███████████▊ | 65201/226747 [1:39:04<4:05:42, 10.96it/s][Batch 65200/226747] G_loss: 2.1999, D_loss: 0.1203
Epoch 3/5: 29%|███████████▊ | 65401/226747 [1:39:22<4:05:29, 10.95it/s][Batch 65400/226747] G_loss: 2.2380, D_loss: 0.0415
Epoch 3/5: 29%|███████████▊ | 65601/226747 [1:39:41<4:05:01, 10.96it/s][Batch 65600/226747] G_loss: 2.4569, D_loss: 0.0280
Epoch 3/5: 29%|███████████▉ | 65801/226747 [1:39:59<4:04:44, 10.96it/s][Batch 65800/226747] G_loss: 2.1465, D_loss: 0.1047
Epoch 3/5: 29%|███████████▉ | 66001/226747 [1:40:17<4:04:41, 10.95it/s][Batch 66000/226747] G_loss: 2.3423, D_loss: 0.0223
Epoch 3/5: 29%|███████████▉ | 66201/226747 [1:40:35<4:03:56, 10.97it/s][Batch 66200/226747] G_loss: 2.2703, D_loss: 0.0569
Epoch 3/5: 29%|████████████ | 66401/226747 [1:40:53<4:04:13, 10.94it/s][Batch 66400/226747] G_loss: 2.2554, D_loss: 0.0655
Epoch 3/5: 29%|████████████ | 66601/226747 [1:41:12<4:03:44, 10.95it/s][Batch 66600/226747] G_loss: 2.2970, D_loss: 0.0423
Epoch 3/5: 29%|████████████ | 66801/226747 [1:41:30<4:03:15, 10.96it/s][Batch 66800/226747] G_loss: 2.3633, D_loss: 0.0469
Epoch 3/5: 30%|████████████ | 67001/226747 [1:41:48<4:02:38, 10.97it/s][Batch 67000/226747] G_loss: 2.2516, D_loss: 0.0429
Epoch 3/5: 30%|████████████▏ | 67201/226747 [1:42:06<4:02:43, 10.96it/s][Batch 67200/226747] G_loss: 2.1729, D_loss: 0.1041
Epoch 3/5: 30%|████████████▏ | 67401/226747 [1:42:25<4:02:36, 10.95it/s][Batch 67400/226747] G_loss: 2.2331, D_loss: 0.0503
Epoch 3/5: 30%|████████████▏ | 67601/226747 [1:42:43<4:02:22, 10.94it/s][Batch 67600/226747] G_loss: 2.2664, D_loss: 0.0626
Epoch 3/5: 30%|████████████▎ | 67801/226747 [1:43:01<4:01:44, 10.96it/s][Batch 67800/226747] G_loss: 2.4883, D_loss: 0.0471
Epoch 3/5: 30%|████████████▎ | 68001/226747 [1:43:19<4:01:25, 10.96it/s][Batch 68000/226747] G_loss: 2.4947, D_loss: 0.0589
Epoch 3/5: 30%|████████████▎ | 68201/226747 [1:43:38<4:01:10, 10.96it/s][Batch 68200/226747] G_loss: 2.1957, D_loss: 0.0327
Epoch 3/5: 30%|████████████▎ | 68401/226747 [1:43:56<4:00:31, 10.97it/s][Batch 68400/226747] G_loss: 2.3266, D_loss: 0.0488
Epoch 3/5: 30%|████████████▍ | 68601/226747 [1:44:14<4:00:31, 10.96it/s][Batch 68600/226747] G_loss: 2.0792, D_loss: 0.0647
Epoch 3/5: 30%|████████████▍ | 68801/226747 [1:44:32<4:00:23, 10.95it/s][Batch 68800/226747] G_loss: 2.3743, D_loss: 0.0260
Epoch 3/5: 30%|████████████▍ | 69001/226747 [1:44:50<3:59:48, 10.96it/s][Batch 69000/226747] G_loss: 2.2147, D_loss: 0.0455
Epoch 3/5: 31%|████████████▌ | 69201/226747 [1:45:09<3:59:39, 10.96it/s][Batch 69200/226747] G_loss: 2.4075, D_loss: 0.0454
Epoch 3/5: 31%|████████████▌ | 69401/226747 [1:45:27<3:59:00, 10.97it/s][Batch 69400/226747] G_loss: 2.2315, D_loss: 0.0652
Epoch 3/5: 31%|████████████▌ | 69601/226747 [1:45:45<3:59:18, 10.94it/s][Batch 69600/226747] G_loss: 2.2702, D_loss: 0.0305
Epoch 3/5: 31%|████████████▌ | 69801/226747 [1:46:03<3:59:01, 10.94it/s][Batch 69800/226747] G_loss: 2.2388, D_loss: 0.0486
Epoch 3/5: 31%|████████████▋ | 70001/226747 [1:46:22<3:58:07, 10.97it/s][Batch 70000/226747] G_loss: 2.4802, D_loss: 0.0460
Epoch 3/5: 31%|████████████▋ | 70201/226747 [1:46:40<3:57:46, 10.97it/s][Batch 70200/226747] G_loss: 2.1786, D_loss: 0.0550
Epoch 3/5: 31%|████████████▋ | 70401/226747 [1:46:58<3:58:03, 10.95it/s][Batch 70400/226747] G_loss: 2.1558, D_loss: 0.0485
Epoch 3/5: 31%|████████████▊ | 70601/226747 [1:47:16<3:57:49, 10.94it/s][Batch 70600/226747] G_loss: 2.3496, D_loss: 0.0366
Epoch 3/5: 31%|████████████▊ | 70801/226747 [1:47:34<3:57:02, 10.96it/s][Batch 70800/226747] G_loss: 2.4253, D_loss: 0.0234
Epoch 3/5: 31%|████████████▊ | 71001/226747 [1:47:53<3:57:02, 10.95it/s][Batch 71000/226747] G_loss: 2.1917, D_loss: 0.0569
Epoch 3/5: 31%|████████████▊ | 71201/226747 [1:48:11<3:56:49, 10.95it/s][Batch 71200/226747] G_loss: 2.2371, D_loss: 0.0559
Epoch 3/5: 31%|████████████▉ | 71401/226747 [1:48:29<3:56:12, 10.96it/s][Batch 71400/226747] G_loss: 2.4596, D_loss: 0.0383
Epoch 3/5: 32%|████████████▉ | 71601/226747 [1:48:47<3:56:00, 10.96it/s][Batch 71600/226747] G_loss: 2.5026, D_loss: 0.1337
Epoch 3/5: 32%|████████████▉ | 71801/226747 [1:49:06<3:55:36, 10.96it/s][Batch 71800/226747] G_loss: 2.4357, D_loss: 0.0826
Epoch 3/5: 32%|█████████████ | 72001/226747 [1:49:24<3:55:02, 10.97it/s][Batch 72000/226747] G_loss: 2.4024, D_loss: 0.0661
Epoch 3/5: 32%|█████████████ | 72201/226747 [1:49:42<3:54:52, 10.97it/s][Batch 72200/226747] G_loss: 2.2498, D_loss: 0.0786
Epoch 3/5: 32%|█████████████ | 72401/226747 [1:50:00<3:54:22, 10.98it/s][Batch 72400/226747] G_loss: 2.1960, D_loss: 0.0605
Epoch 3/5: 32%|█████████████▏ | 72601/226747 [1:50:18<3:54:23, 10.96it/s][Batch 72600/226747] G_loss: 2.0254, D_loss: 0.0797
Epoch 3/5: 32%|█████████████▏ | 72801/226747 [1:50:37<3:53:48, 10.97it/s][Batch 72800/226747] G_loss: 2.3469, D_loss: 0.0426
Epoch 3/5: 32%|█████████████▏ | 73001/226747 [1:50:55<3:53:14, 10.99it/s][Batch 73000/226747] G_loss: 2.2900, D_loss: 0.0491
Epoch 3/5: 32%|█████████████▏ | 73201/226747 [1:51:13<3:54:07, 10.93it/s][Batch 73200/226747] G_loss: 2.1332, D_loss: 0.0745
Epoch 3/5: 32%|█████████████▎ | 73401/226747 [1:51:31<3:53:01, 10.97it/s][Batch 73400/226747] G_loss: 2.2971, D_loss: 0.0559
Epoch 3/5: 32%|█████████████▎ | 73601/226747 [1:51:49<3:53:00, 10.95it/s][Batch 73600/226747] G_loss: 2.4288, D_loss: 0.0519
Epoch 3/5: 33%|█████████████▎ | 73801/226747 [1:52:08<3:51:27, 11.01it/s][Batch 73800/226747] G_loss: 2.3797, D_loss: 0.0486
Epoch 3/5: 33%|█████████████▍ | 74001/226747 [1:52:26<3:52:17, 10.96it/s][Batch 74000/226747] G_loss: 2.5209, D_loss: 0.0548
Epoch 3/5: 33%|█████████████▍ | 74201/226747 [1:52:44<3:52:14, 10.95it/s][Batch 74200/226747] G_loss: 2.2703, D_loss: 0.0365
Epoch 3/5: 33%|█████████████▍ | 74401/226747 [1:53:02<3:51:31, 10.97it/s][Batch 74400/226747] G_loss: 2.4835, D_loss: 0.0269
Epoch 3/5: 33%|█████████████▍ | 74601/226747 [1:53:21<3:51:27, 10.96it/s][Batch 74600/226747] G_loss: 2.2344, D_loss: 0.0404
Epoch 3/5: 33%|█████████████▌ | 74801/226747 [1:53:39<3:51:00, 10.96it/s][Batch 74800/226747] G_loss: 2.3037, D_loss: 0.0325
Epoch 3/5: 33%|█████████████▌ | 75001/226747 [1:53:57<3:50:49, 10.96it/s][Batch 75000/226747] G_loss: 2.4522, D_loss: 0.0338
Epoch 3/5: 33%|█████████████▌ | 75201/226747 [1:54:15<3:50:34, 10.95it/s][Batch 75200/226747] G_loss: 2.3969, D_loss: 0.0514
Epoch 3/5: 33%|█████████████▋ | 75401/226747 [1:54:34<3:49:53, 10.97it/s][Batch 75400/226747] G_loss: 2.0591, D_loss: 0.0567
Epoch 3/5: 33%|█████████████▋ | 75601/226747 [1:54:52<3:49:41, 10.97it/s][Batch 75600/226747] G_loss: 2.4026, D_loss: 0.0377
Epoch 3/5: 33%|█████████████▋ | 75801/226747 [1:55:10<3:49:52, 10.94it/s][Batch 75800/226747] G_loss: 2.4247, D_loss: 0.0379
Epoch 3/5: 34%|█████████████▋ | 76001/226747 [1:55:28<3:49:01, 10.97it/s][Batch 76000/226747] G_loss: 2.3540, D_loss: 0.0451
Epoch 3/5: 34%|█████████████▊ | 76201/226747 [1:55:46<3:48:54, 10.96it/s][Batch 76200/226747] G_loss: 2.4637, D_loss: 0.0441
Epoch 3/5: 34%|█████████████▊ | 76401/226747 [1:56:05<3:48:29, 10.97it/s][Batch 76400/226747] G_loss: 2.2427, D_loss: 0.0430
Epoch 3/5: 34%|█████████████▊ | 76601/226747 [1:56:23<3:48:16, 10.96it/s][Batch 76600/226747] G_loss: 2.3790, D_loss: 0.0352
Epoch 3/5: 34%|█████████████▉ | 76801/226747 [1:56:41<3:47:46, 10.97it/s][Batch 76800/226747] G_loss: 2.3933, D_loss: 0.0282
Epoch 3/5: 34%|█████████████▉ | 77001/226747 [1:56:59<3:47:53, 10.95it/s][Batch 77000/226747] G_loss: 2.3034, D_loss: 0.0661
Epoch 3/5: 34%|█████████████▉ | 77201/226747 [1:57:17<3:46:38, 11.00it/s][Batch 77200/226747] G_loss: 2.2058, D_loss: 0.0458
Epoch 3/5: 34%|█████████████▉ | 77401/226747 [1:57:36<3:47:27, 10.94it/s][Batch 77400/226747] G_loss: 2.2318, D_loss: 0.0611
Epoch 3/5: 34%|██████████████ | 77601/226747 [1:57:54<3:46:05, 10.99it/s][Batch 77600/226747] G_loss: 2.3869, D_loss: 0.0274
Epoch 3/5: 34%|██████████████ | 77801/226747 [1:58:12<3:46:40, 10.95it/s][Batch 77800/226747] G_loss: 2.0621, D_loss: 0.1080
Epoch 3/5: 34%|██████████████ | 78001/226747 [1:58:30<3:46:08, 10.96it/s][Batch 78000/226747] G_loss: 2.3138, D_loss: 0.0395
Epoch 3/5: 34%|██████████████▏ | 78201/226747 [1:58:49<3:45:51, 10.96it/s][Batch 78200/226747] G_loss: 2.1905, D_loss: 0.0465
Epoch 3/5: 35%|██████████████▏ | 78401/226747 [1:59:07<3:45:05, 10.98it/s][Batch 78400/226747] G_loss: 2.2408, D_loss: 0.0393
Epoch 3/5: 35%|██████████████▏ | 78601/226747 [1:59:25<3:44:42, 10.99it/s][Batch 78600/226747] G_loss: 2.3270, D_loss: 0.0390
Epoch 3/5: 35%|██████████████▏ | 78801/226747 [1:59:43<3:44:49, 10.97it/s][Batch 78800/226747] G_loss: 2.5099, D_loss: 0.0166
Epoch 3/5: 35%|██████████████▎ | 79001/226747 [2:00:01<3:44:51, 10.95it/s][Batch 79000/226747] G_loss: 2.2620, D_loss: 0.0369
Epoch 3/5: 35%|██████████████▎ | 79201/226747 [2:00:20<3:44:38, 10.95it/s][Batch 79200/226747] G_loss: 2.1505, D_loss: 0.0815
Epoch 3/5: 35%|██████████████▎ | 79401/226747 [2:00:38<3:44:18, 10.95it/s][Batch 79400/226747] G_loss: 2.1027, D_loss: 0.0740
Epoch 3/5: 35%|██████████████▍ | 79601/226747 [2:00:56<3:43:38, 10.97it/s][Batch 79600/226747] G_loss: 2.1170, D_loss: 0.0566
Epoch 3/5: 35%|██████████████▍ | 79801/226747 [2:01:14<3:46:04, 10.83it/s][Batch 79800/226747] G_loss: 2.6189, D_loss: 0.0355
Epoch 3/5: 35%|██████████████▍ | 80001/226747 [2:01:33<3:43:06, 10.96it/s][Batch 80000/226747] G_loss: 2.2983, D_loss: 0.0355
Epoch 3/5: 35%|██████████████▌ | 80201/226747 [2:01:51<3:42:55, 10.96it/s][Batch 80200/226747] G_loss: 2.5103, D_loss: 0.0422
Epoch 3/5: 35%|██████████████▌ | 80401/226747 [2:02:09<3:41:35, 11.01it/s][Batch 80400/226747] G_loss: 2.3534, D_loss: 0.0534
Epoch 3/5: 36%|██████████████▌ | 80601/226747 [2:02:27<3:41:34, 10.99it/s][Batch 80600/226747] G_loss: 2.2911, D_loss: 0.0855
Epoch 3/5: 36%|██████████████▌ | 80801/226747 [2:02:45<3:41:39, 10.97it/s][Batch 80800/226747] G_loss: 2.3211, D_loss: 0.0494
Epoch 3/5: 36%|██████████████▋ | 81001/226747 [2:03:04<3:41:30, 10.97it/s][Batch 81000/226747] G_loss: 2.2965, D_loss: 0.0762
Epoch 3/5: 36%|██████████████▋ | 81201/226747 [2:03:22<3:41:10, 10.97it/s][Batch 81200/226747] G_loss: 2.4193, D_loss: 0.0467
Epoch 3/5: 36%|██████████████▋ | 81401/226747 [2:03:40<3:41:00, 10.96it/s][Batch 81400/226747] G_loss: 2.2440, D_loss: 0.1241
Epoch 3/5: 36%|██████████████▊ | 81601/226747 [2:03:58<3:41:02, 10.94it/s][Batch 81600/226747] G_loss: 2.1752, D_loss: 0.0683
Epoch 3/5: 36%|██████████████▊ | 81801/226747 [2:04:17<3:40:32, 10.95it/s][Batch 81800/226747] G_loss: 2.2257, D_loss: 0.0616
Epoch 3/5: 36%|██████████████▊ | 82001/226747 [2:04:35<3:40:14, 10.95it/s][Batch 82000/226747] G_loss: 1.9221, D_loss: 0.1410
Epoch 3/5: 36%|██████████████▊ | 82201/226747 [2:04:53<3:39:47, 10.96it/s][Batch 82200/226747] G_loss: 2.3636, D_loss: 0.0275
Epoch 3/5: 36%|██████████████▉ | 82401/226747 [2:05:11<3:39:48, 10.94it/s][Batch 82400/226747] G_loss: 2.2973, D_loss: 0.0412
Epoch 3/5: 36%|██████████████▉ | 82601/226747 [2:05:30<3:39:22, 10.95it/s][Batch 82600/226747] G_loss: 2.2854, D_loss: 0.0520
Epoch 3/5: 37%|██████████████▉ | 82801/226747 [2:05:48<3:38:39, 10.97it/s][Batch 82800/226747] G_loss: 2.4774, D_loss: 0.0288
Epoch 3/5: 37%|███████████████ | 83001/226747 [2:06:06<3:38:35, 10.96it/s][Batch 83000/226747] G_loss: 2.3095, D_loss: 0.0418
Epoch 3/5: 37%|███████████████ | 83201/226747 [2:06:24<3:38:07, 10.97it/s][Batch 83200/226747] G_loss: 2.2471, D_loss: 0.0422
Epoch 3/5: 37%|███████████████ | 83401/226747 [2:06:42<3:38:08, 10.95it/s][Batch 83400/226747] G_loss: 2.4012, D_loss: 0.0609
Epoch 3/5: 37%|███████████████ | 83601/226747 [2:07:01<3:37:26, 10.97it/s][Batch 83600/226747] G_loss: 2.2672, D_loss: 0.0340
Epoch 3/5: 37%|███████████████▏ | 83801/226747 [2:07:19<3:37:24, 10.96it/s][Batch 83800/226747] G_loss: 2.1979, D_loss: 0.0619
Epoch 3/5: 37%|███████████████▏ | 84001/226747 [2:07:37<3:37:10, 10.96it/s][Batch 84000/226747] G_loss: 2.4040, D_loss: 0.0291
Epoch 3/5: 37%|███████████████▏ | 84201/226747 [2:07:55<3:36:35, 10.97it/s][Batch 84200/226747] G_loss: 2.0242, D_loss: 0.1510
Epoch 3/5: 37%|███████████████▎ | 84401/226747 [2:08:14<3:36:46, 10.94it/s][Batch 84400/226747] G_loss: 2.4792, D_loss: 0.0613
Epoch 3/5: 37%|███████████████▎ | 84601/226747 [2:08:32<3:36:07, 10.96it/s][Batch 84600/226747] G_loss: 2.3016, D_loss: 0.0236
Epoch 3/5: 37%|███████████████▎ | 84801/226747 [2:08:50<3:35:48, 10.96it/s][Batch 84800/226747] G_loss: 2.2186, D_loss: 0.0431
Epoch 3/5: 37%|███████████████▎ | 85001/226747 [2:09:08<3:35:34, 10.96it/s][Batch 85000/226747] G_loss: 2.3807, D_loss: 0.0405
Epoch 3/5: 38%|███████████████▍ | 85201/226747 [2:09:27<3:35:12, 10.96it/s][Batch 85200/226747] G_loss: 2.3879, D_loss: 0.0523
Epoch 3/5: 38%|███████████████▍ | 85401/226747 [2:09:45<3:34:58, 10.96it/s][Batch 85400/226747] G_loss: 2.3090, D_loss: 0.0393
Epoch 3/5: 38%|███████████████▍ | 85601/226747 [2:10:03<3:34:43, 10.96it/s][Batch 85600/226747] G_loss: 2.3843, D_loss: 0.0366
Epoch 3/5: 38%|███████████████▌ | 85801/226747 [2:10:21<3:33:51, 10.98it/s][Batch 85800/226747] G_loss: 2.3989, D_loss: 0.0218
Epoch 3/5: 38%|███████████████▌ | 86001/226747 [2:10:39<3:33:47, 10.97it/s][Batch 86000/226747] G_loss: 2.3899, D_loss: 0.0400
Epoch 3/5: 38%|███████████████▌ | 86201/226747 [2:10:58<3:34:18, 10.93it/s][Batch 86200/226747] G_loss: 2.2605, D_loss: 0.0265
Epoch 3/5: 38%|███████████████▌ | 86401/226747 [2:11:16<3:33:47, 10.94it/s][Batch 86400/226747] G_loss: 2.4194, D_loss: 0.0521
Epoch 3/5: 38%|███████████████▋ | 86601/226747 [2:11:34<3:32:50, 10.97it/s][Batch 86600/226747] G_loss: 2.3722, D_loss: 0.0344
Epoch 3/5: 38%|███████████████▋ | 86801/226747 [2:11:52<3:32:44, 10.96it/s][Batch 86800/226747] G_loss: 2.1163, D_loss: 0.0484
Epoch 3/5: 38%|███████████████▋ | 87001/226747 [2:12:11<3:32:24, 10.96it/s][Batch 87000/226747] G_loss: 2.5294, D_loss: 0.0286
Epoch 3/5: 38%|███████████████▊ | 87201/226747 [2:12:29<3:32:04, 10.97it/s][Batch 87200/226747] G_loss: 2.4348, D_loss: 0.0288
Epoch 3/5: 39%|███████████████▊ | 87401/226747 [2:12:47<3:31:51, 10.96it/s][Batch 87400/226747] G_loss: 1.8987, D_loss: 0.2252
Epoch 3/5: 39%|███████████████▊ | 87601/226747 [2:13:05<3:31:39, 10.96it/s][Batch 87600/226747] G_loss: 2.3515, D_loss: 0.0973
Epoch 3/5: 39%|███████████████▉ | 87801/226747 [2:13:23<3:31:14, 10.96it/s][Batch 87800/226747] G_loss: 2.2207, D_loss: 0.0562
Epoch 3/5: 39%|███████████████▉ | 88001/226747 [2:13:42<3:31:06, 10.95it/s][Batch 88000/226747] G_loss: 2.4134, D_loss: 0.0182
Epoch 3/5: 39%|███████████████▉ | 88201/226747 [2:14:00<3:30:34, 10.97it/s][Batch 88200/226747] G_loss: 2.2551, D_loss: 0.0616
Epoch 3/5: 39%|███████████████▉ | 88401/226747 [2:14:18<3:30:14, 10.97it/s][Batch 88400/226747] G_loss: 2.5743, D_loss: 0.0312
Epoch 3/5: 39%|████████████████ | 88601/226747 [2:14:36<3:30:02, 10.96it/s][Batch 88600/226747] G_loss: 2.4516, D_loss: 0.0195
Epoch 3/5: 39%|████████████████ | 88801/226747 [2:14:55<3:29:45, 10.96it/s][Batch 88800/226747] G_loss: 2.2469, D_loss: 0.0573
Epoch 3/5: 39%|████████████████ | 89001/226747 [2:15:13<3:30:01, 10.93it/s][Batch 89000/226747] G_loss: 2.1694, D_loss: 0.0954
Epoch 3/5: 39%|████████████████▏ | 89201/226747 [2:15:31<3:29:14, 10.96it/s][Batch 89200/226747] G_loss: 2.3925, D_loss: 0.0305
Epoch 3/5: 39%|████████████████▏ | 89401/226747 [2:15:49<3:28:39, 10.97it/s][Batch 89400/226747] G_loss: 2.1482, D_loss: 0.0635
Epoch 3/5: 40%|████████████████▏ | 89601/226747 [2:16:08<3:28:11, 10.98it/s][Batch 89600/226747] G_loss: 2.3641, D_loss: 0.0358
Epoch 3/5: 40%|████████████████▏ | 89801/226747 [2:16:26<3:28:22, 10.95it/s][Batch 89800/226747] G_loss: 2.4167, D_loss: 0.0316
Epoch 3/5: 40%|████████████████▎ | 90001/226747 [2:16:44<3:28:02, 10.95it/s][Batch 90000/226747] G_loss: 2.4010, D_loss: 0.0402
Epoch 3/5: 40%|████████████████▎ | 90201/226747 [2:17:02<3:27:32, 10.97it/s][Batch 90200/226747] G_loss: 2.3507, D_loss: 0.0803
Epoch 3/5: 40%|████████████████▎ | 90401/226747 [2:17:20<3:27:22, 10.96it/s][Batch 90400/226747] G_loss: 2.3006, D_loss: 0.0351
Epoch 3/5: 40%|████████████████▍ | 90601/226747 [2:17:39<3:27:30, 10.93it/s][Batch 90600/226747] G_loss: 2.3948, D_loss: 0.0686
Epoch 3/5: 40%|████████████████▍ | 90801/226747 [2:17:57<3:26:27, 10.97it/s][Batch 90800/226747] G_loss: 2.2723, D_loss: 0.0279
Epoch 3/5: 40%|████████████████▍ | 91001/226747 [2:18:15<3:26:32, 10.95it/s][Batch 91000/226747] G_loss: 2.0903, D_loss: 0.1253
Epoch 3/5: 40%|████████████████▍ | 91201/226747 [2:18:33<3:25:47, 10.98it/s][Batch 91200/226747] G_loss: 2.5268, D_loss: 0.0409
Epoch 3/5: 40%|████████████████▌ | 91401/226747 [2:18:52<3:25:49, 10.96it/s][Batch 91400/226747] G_loss: 2.2252, D_loss: 0.0664
Epoch 3/5: 40%|████████████████▌ | 91601/226747 [2:19:10<3:25:42, 10.95it/s][Batch 91600/226747] G_loss: 2.3032, D_loss: 0.0468
Epoch 3/5: 40%|████████████████▌ | 91801/226747 [2:19:28<3:25:07, 10.96it/s][Batch 91800/226747] G_loss: 2.3057, D_loss: 0.0289
Epoch 3/5: 41%|████████████████▋ | 92001/226747 [2:19:46<3:25:09, 10.95it/s][Batch 92000/226747] G_loss: 2.3759, D_loss: 0.0405
Epoch 3/5: 41%|████████████████▋ | 92201/226747 [2:20:05<3:25:03, 10.94it/s][Batch 92200/226747] G_loss: 2.2677, D_loss: 0.0697
Epoch 3/5: 41%|████████████████▋ | 92401/226747 [2:20:23<3:24:27, 10.95it/s][Batch 92400/226747] G_loss: 2.2872, D_loss: 0.0351
Epoch 3/5: 41%|████████████████▋ | 92601/226747 [2:20:41<3:24:01, 10.96it/s][Batch 92600/226747] G_loss: 2.2289, D_loss: 0.0385
Epoch 3/5: 41%|████████████████▊ | 92801/226747 [2:20:59<3:23:47, 10.95it/s][Batch 92800/226747] G_loss: 2.4300, D_loss: 0.0259
Epoch 3/5: 41%|████████████████▊ | 93001/226747 [2:21:17<3:23:19, 10.96it/s][Batch 93000/226747] G_loss: 2.5308, D_loss: 0.0446
Epoch 3/5: 41%|████████████████▊ | 93201/226747 [2:21:36<3:23:17, 10.95it/s][Batch 93200/226747] G_loss: 2.4759, D_loss: 0.0238
Epoch 3/5: 41%|████████████████▉ | 93401/226747 [2:21:54<3:22:52, 10.95it/s][Batch 93400/226747] G_loss: 2.3068, D_loss: 0.0370
Epoch 3/5: 41%|████████████████▉ | 93601/226747 [2:22:12<3:22:44, 10.95it/s][Batch 93600/226747] G_loss: 2.2289, D_loss: 0.0537
Epoch 3/5: 41%|████████████████▉ | 93801/226747 [2:22:30<3:22:08, 10.96it/s][Batch 93800/226747] G_loss: 2.2241, D_loss: 0.0406
Epoch 3/5: 41%|████████████████▉ | 94001/226747 [2:22:49<3:21:53, 10.96it/s][Batch 94000/226747] G_loss: 2.3102, D_loss: 0.0255
Epoch 3/5: 42%|█████████████████ | 94201/226747 [2:23:07<3:21:37, 10.96it/s][Batch 94200/226747] G_loss: 2.2985, D_loss: 0.0492
Epoch 3/5: 42%|█████████████████ | 94401/226747 [2:23:25<3:21:20, 10.96it/s][Batch 94400/226747] G_loss: 2.3850, D_loss: 0.0259
Epoch 3/5: 42%|█████████████████ | 94601/226747 [2:23:43<3:20:56, 10.96it/s][Batch 94600/226747] G_loss: 2.3773, D_loss: 0.0281
Epoch 3/5: 42%|█████████████████▏ | 94801/226747 [2:24:02<3:23:12, 10.82it/s][Batch 94800/226747] G_loss: 2.2341, D_loss: 0.0892
Epoch 3/5: 42%|█████████████████▏ | 95001/226747 [2:24:20<3:20:11, 10.97it/s][Batch 95000/226747] G_loss: 2.4286, D_loss: 0.0392
Epoch 3/5: 42%|█████████████████▏ | 95201/226747 [2:24:38<3:20:10, 10.95it/s][Batch 95200/226747] G_loss: 2.3792, D_loss: 0.0424
Epoch 3/5: 42%|█████████████████▎ | 95401/226747 [2:24:56<3:19:53, 10.95it/s][Batch 95400/226747] G_loss: 2.4702, D_loss: 0.0163
Epoch 3/5: 42%|█████████████████▎ | 95601/226747 [2:25:14<3:19:48, 10.94it/s][Batch 95600/226747] G_loss: 2.4253, D_loss: 0.0350
Epoch 3/5: 42%|█████████████████▎ | 95801/226747 [2:25:33<3:19:22, 10.95it/s][Batch 95800/226747] G_loss: 2.1801, D_loss: 0.0344
Epoch 3/5: 42%|█████████████████▎ | 96001/226747 [2:25:51<3:18:39, 10.97it/s][Batch 96000/226747] G_loss: 2.2876, D_loss: 0.0833
Epoch 3/5: 42%|█████████████████▍ | 96201/226747 [2:26:09<3:18:22, 10.97it/s][Batch 96200/226747] G_loss: 2.1247, D_loss: 0.0636
Epoch 3/5: 43%|█████████████████▍ | 96401/226747 [2:26:27<3:18:01, 10.97it/s][Batch 96400/226747] G_loss: 2.5178, D_loss: 0.0306
Epoch 3/5: 43%|█████████████████▍ | 96601/226747 [2:26:46<3:17:13, 11.00it/s][Batch 96600/226747] G_loss: 2.1722, D_loss: 0.0447
Epoch 3/5: 43%|█████████████████▌ | 96801/226747 [2:27:04<3:17:23, 10.97it/s][Batch 96800/226747] G_loss: 2.3785, D_loss: 0.0287
Epoch 3/5: 43%|█████████████████▌ | 97001/226747 [2:27:22<3:17:21, 10.96it/s][Batch 97000/226747] G_loss: 2.4327, D_loss: 0.0844
Epoch 3/5: 43%|█████████████████▌ | 97201/226747 [2:27:40<3:16:44, 10.97it/s][Batch 97200/226747] G_loss: 2.3271, D_loss: 0.0403
Epoch 3/5: 43%|█████████████████▌ | 97401/226747 [2:27:58<3:17:13, 10.93it/s][Batch 97400/226747] G_loss: 2.1679, D_loss: 0.0299
Epoch 3/5: 43%|█████████████████▋ | 97601/226747 [2:28:17<3:16:36, 10.95it/s][Batch 97600/226747] G_loss: 2.3340, D_loss: 0.0456
Epoch 3/5: 43%|█████████████████▋ | 97801/226747 [2:28:35<3:16:00, 10.96it/s][Batch 97800/226747] G_loss: 2.3053, D_loss: 0.0168
Epoch 3/5: 43%|█████████████████▋ | 98001/226747 [2:28:53<3:16:28, 10.92it/s][Batch 98000/226747] G_loss: 2.2535, D_loss: 0.0480
Epoch 3/5: 43%|█████████████████▊ | 98201/226747 [2:29:11<3:15:18, 10.97it/s][Batch 98200/226747] G_loss: 2.2552, D_loss: 0.0234
Epoch 3/5: 43%|█████████████████▊ | 98401/226747 [2:29:30<3:15:05, 10.96it/s][Batch 98400/226747] G_loss: 2.3904, D_loss: 0.0431
Epoch 3/5: 43%|█████████████████▊ | 98601/226747 [2:29:48<3:14:54, 10.96it/s][Batch 98600/226747] G_loss: 2.0198, D_loss: 0.0649
Epoch 3/5: 44%|█████████████████▊ | 98801/226747 [2:30:06<3:14:10, 10.98it/s][Batch 98800/226747] G_loss: 2.5293, D_loss: 0.0535
Epoch 3/5: 44%|█████████████████▉ | 99001/226747 [2:30:24<3:14:11, 10.96it/s][Batch 99000/226747] G_loss: 2.1790, D_loss: 0.0720
Epoch 3/5: 44%|█████████████████▉ | 99201/226747 [2:30:43<3:14:09, 10.95it/s][Batch 99200/226747] G_loss: 2.4535, D_loss: 0.0313
Epoch 3/5: 44%|█████████████████▉ | 99401/226747 [2:31:01<3:12:47, 11.01it/s][Batch 99400/226747] G_loss: 2.3093, D_loss: 0.0697
Epoch 3/5: 44%|██████████████████ | 99601/226747 [2:31:19<3:13:18, 10.96it/s][Batch 99600/226747] G_loss: 2.3886, D_loss: 0.0282
Epoch 3/5: 44%|██████████████████ | 99801/226747 [2:31:37<3:13:00, 10.96it/s][Batch 99800/226747] G_loss: 2.5001, D_loss: 0.0349
Epoch 3/5: 44%|█████████████████▋ | 100001/226747 [2:31:55<3:11:54, 11.01it/s][Batch 100000/226747] G_loss: 2.2567, D_loss: 0.0285
Epoch 3/5: 44%|█████████████████▋ | 100201/226747 [2:32:14<3:12:08, 10.98it/s][Batch 100200/226747] G_loss: 2.2661, D_loss: 0.0576
Epoch 3/5: 44%|█████████████████▋ | 100401/226747 [2:32:32<3:11:11, 11.01it/s][Batch 100400/226747] G_loss: 2.3120, D_loss: 0.0382
Epoch 3/5: 44%|█████████████████▋ | 100601/226747 [2:32:50<3:11:41, 10.97it/s][Batch 100600/226747] G_loss: 2.1874, D_loss: 0.0743
Epoch 3/5: 44%|█████████████████▊ | 100801/226747 [2:33:08<3:11:12, 10.98it/s][Batch 100800/226747] G_loss: 2.3200, D_loss: 0.0274
Epoch 3/5: 45%|█████████████████▊ | 101001/226747 [2:33:26<3:11:04, 10.97it/s][Batch 101000/226747] G_loss: 2.2879, D_loss: 0.0333
Epoch 3/5: 45%|█████████████████▊ | 101201/226747 [2:33:45<3:10:29, 10.98it/s][Batch 101200/226747] G_loss: 2.2109, D_loss: 0.0340
Epoch 3/5: 45%|█████████████████▉ | 101401/226747 [2:34:03<3:09:42, 11.01it/s][Batch 101400/226747] G_loss: 2.3290, D_loss: 0.0390
Epoch 3/5: 45%|█████████████████▉ | 101601/226747 [2:34:21<3:10:07, 10.97it/s][Batch 101600/226747] G_loss: 2.2152, D_loss: 0.0240
Epoch 3/5: 45%|█████████████████▉ | 101801/226747 [2:34:39<3:09:09, 11.01it/s][Batch 101800/226747] G_loss: 2.2516, D_loss: 0.0769
Epoch 3/5: 45%|█████████████████▉ | 102001/226747 [2:34:57<3:09:23, 10.98it/s][Batch 102000/226747] G_loss: 2.3108, D_loss: 0.0348
Epoch 3/5: 45%|██████████████████ | 102201/226747 [2:35:16<3:09:28, 10.96it/s][Batch 102200/226747] G_loss: 2.6112, D_loss: 0.0336
Epoch 3/5: 45%|██████████████████ | 102401/226747 [2:35:34<3:08:47, 10.98it/s][Batch 102400/226747] G_loss: 2.6490, D_loss: 0.0313
Epoch 3/5: 45%|██████████████████ | 102601/226747 [2:35:52<3:08:50, 10.96it/s][Batch 102600/226747] G_loss: 2.0743, D_loss: 0.0709
Epoch 3/5: 45%|██████████████████▏ | 102801/226747 [2:36:10<3:08:00, 10.99it/s][Batch 102800/226747] G_loss: 2.1950, D_loss: 0.0552
Epoch 3/5: 45%|██████████████████▏ | 103001/226747 [2:36:28<3:07:03, 11.03it/s][Batch 103000/226747] G_loss: 2.3065, D_loss: 0.0401
Epoch 3/5: 46%|██████████████████▏ | 103201/226747 [2:36:47<3:06:57, 11.01it/s][Batch 103200/226747] G_loss: 2.2202, D_loss: 0.0472
Epoch 3/5: 46%|██████████████████▏ | 103401/226747 [2:37:05<3:07:21, 10.97it/s][Batch 103400/226747] G_loss: 2.2129, D_loss: 0.0369
Epoch 3/5: 46%|██████████████████▎ | 103601/226747 [2:37:23<3:06:19, 11.02it/s][Batch 103600/226747] G_loss: 2.3511, D_loss: 0.0650
Epoch 3/5: 46%|██████████████████▎ | 103801/226747 [2:37:41<3:06:40, 10.98it/s][Batch 103800/226747] G_loss: 2.1897, D_loss: 0.0691
Epoch 3/5: 46%|██████████████████▎ | 104001/226747 [2:37:59<3:06:21, 10.98it/s][Batch 104000/226747] G_loss: 2.1989, D_loss: 0.0427
Epoch 3/5: 46%|██████████████████▍ | 104201/226747 [2:38:18<3:06:08, 10.97it/s][Batch 104200/226747] G_loss: 2.2626, D_loss: 0.0317
Epoch 3/5: 46%|██████████████████▍ | 104401/226747 [2:38:36<3:05:58, 10.96it/s][Batch 104400/226747] G_loss: 2.1881, D_loss: 0.0560
Epoch 3/5: 46%|██████████████████▍ | 104601/226747 [2:38:54<3:05:56, 10.95it/s][Batch 104600/226747] G_loss: 2.2764, D_loss: 0.0452
Epoch 3/5: 46%|██████████████████▍ | 104801/226747 [2:39:12<3:05:34, 10.95it/s][Batch 104800/226747] G_loss: 2.4520, D_loss: 0.0297
Epoch 3/5: 46%|██████████████████▌ | 105001/226747 [2:39:30<3:05:02, 10.97it/s][Batch 105000/226747] G_loss: 2.3194, D_loss: 0.0577
Epoch 3/5: 46%|██████████████████▌ | 105201/226747 [2:39:49<3:04:39, 10.97it/s][Batch 105200/226747] G_loss: 2.3856, D_loss: 0.0297
Epoch 3/5: 46%|██████████████████▌ | 105401/226747 [2:40:07<3:04:19, 10.97it/s][Batch 105400/226747] G_loss: 2.2189, D_loss: 0.0278
Epoch 3/5: 47%|██████████████████▋ | 105601/226747 [2:40:25<3:03:56, 10.98it/s][Batch 105600/226747] G_loss: 2.2049, D_loss: 0.0492
Epoch 3/5: 47%|██████████████████▋ | 105801/226747 [2:40:43<3:04:07, 10.95it/s][Batch 105800/226747] G_loss: 2.3065, D_loss: 0.0365
Epoch 3/5: 47%|██████████████████▋ | 106001/226747 [2:41:02<3:03:43, 10.95it/s][Batch 106000/226747] G_loss: 2.2196, D_loss: 0.0350
Epoch 3/5: 47%|██████████████████▋ | 106201/226747 [2:41:20<3:03:18, 10.96it/s][Batch 106200/226747] G_loss: 2.4630, D_loss: 0.0199
Epoch 3/5: 47%|██████████████████▊ | 106401/226747 [2:41:38<3:03:10, 10.95it/s][Batch 106400/226747] G_loss: 2.2578, D_loss: 0.0412
Epoch 3/5: 47%|██████████████████▊ | 106601/226747 [2:41:56<3:02:28, 10.97it/s][Batch 106600/226747] G_loss: 2.1823, D_loss: 0.0515
Epoch 3/5: 47%|██████████████████▊ | 106801/226747 [2:42:14<3:02:40, 10.94it/s][Batch 106800/226747] G_loss: 2.3806, D_loss: 0.0409
Epoch 3/5: 47%|██████████████████▉ | 107001/226747 [2:42:33<3:02:03, 10.96it/s][Batch 107000/226747] G_loss: 1.8531, D_loss: 0.2246
Epoch 3/5: 47%|██████████████████▉ | 107201/226747 [2:42:51<3:00:56, 11.01it/s][Batch 107200/226747] G_loss: 2.2159, D_loss: 0.0822
Epoch 3/5: 47%|██████████████████▉ | 107401/226747 [2:43:09<3:01:48, 10.94it/s][Batch 107400/226747] G_loss: 2.4256, D_loss: 0.0445
Epoch 3/5: 47%|██████████████████▉ | 107601/226747 [2:43:27<3:01:06, 10.96it/s][Batch 107600/226747] G_loss: 1.9468, D_loss: 0.1870
Epoch 3/5: 48%|███████████████████ | 107801/226747 [2:43:45<3:00:38, 10.97it/s][Batch 107800/226747] G_loss: 2.3978, D_loss: 0.0404
Epoch 3/5: 48%|███████████████████ | 108001/226747 [2:44:04<3:00:42, 10.95it/s][Batch 108000/226747] G_loss: 2.1468, D_loss: 0.2570
Epoch 3/5: 48%|███████████████████ | 108201/226747 [2:44:22<3:00:06, 10.97it/s][Batch 108200/226747] G_loss: 2.3647, D_loss: 0.1085
Epoch 3/5: 48%|███████████████████ | 108401/226747 [2:44:40<2:59:36, 10.98it/s][Batch 108400/226747] G_loss: 2.3189, D_loss: 0.0597
Epoch 3/5: 48%|███████████████████▏ | 108601/226747 [2:44:58<2:59:38, 10.96it/s][Batch 108600/226747] G_loss: 2.2799, D_loss: 0.0968
Epoch 3/5: 48%|███████████████████▏ | 108801/226747 [2:45:17<2:59:01, 10.98it/s][Batch 108800/226747] G_loss: 2.3008, D_loss: 0.0563
Epoch 3/5: 48%|███████████████████▏ | 109001/226747 [2:45:35<2:59:03, 10.96it/s][Batch 109000/226747] G_loss: 2.2302, D_loss: 0.0558
Epoch 3/5: 48%|███████████████████▎ | 109201/226747 [2:45:53<2:58:40, 10.96it/s][Batch 109200/226747] G_loss: 2.0568, D_loss: 0.1150
Epoch 3/5: 48%|███████████████████▎ | 109401/226747 [2:46:11<2:58:24, 10.96it/s][Batch 109400/226747] G_loss: 2.3061, D_loss: 0.0529
Epoch 3/5: 48%|███████████████████▎ | 109601/226747 [2:46:29<2:57:56, 10.97it/s][Batch 109600/226747] G_loss: 2.2759, D_loss: 0.0349
Epoch 3/5: 48%|███████████████████▎ | 109801/226747 [2:46:48<2:57:52, 10.96it/s][Batch 109800/226747] G_loss: 2.2641, D_loss: 0.0690
Epoch 3/5: 49%|███████████████████▍ | 110001/226747 [2:47:06<2:57:21, 10.97it/s][Batch 110000/226747] G_loss: 2.2780, D_loss: 0.0643
Epoch 3/5: 49%|███████████████████▍ | 110201/226747 [2:47:24<2:57:03, 10.97it/s][Batch 110200/226747] G_loss: 2.3936, D_loss: 0.0258
Epoch 3/5: 49%|███████████████████▍ | 110401/226747 [2:47:42<2:56:15, 11.00it/s][Batch 110400/226747] G_loss: 2.1912, D_loss: 0.0385
Epoch 3/5: 49%|███████████████████▌ | 110601/226747 [2:48:00<2:56:22, 10.97it/s][Batch 110600/226747] G_loss: 2.2274, D_loss: 0.0477
Epoch 3/5: 49%|███████████████████▌ | 110801/226747 [2:48:19<2:56:04, 10.98it/s][Batch 110800/226747] G_loss: 2.0885, D_loss: 0.0595
Epoch 3/5: 49%|███████████████████▌ | 111001/226747 [2:48:37<2:55:39, 10.98it/s][Batch 111000/226747] G_loss: 2.2972, D_loss: 0.0260
Epoch 3/5: 49%|███████████████████▌ | 111201/226747 [2:48:55<2:55:21, 10.98it/s][Batch 111200/226747] G_loss: 2.0852, D_loss: 0.0797
Epoch 3/5: 49%|███████████████████▋ | 111401/226747 [2:49:13<2:55:46, 10.94it/s][Batch 111400/226747] G_loss: 1.9078, D_loss: 0.1040
Epoch 3/5: 49%|███████████████████▋ | 111601/226747 [2:49:31<2:54:49, 10.98it/s][Batch 111600/226747] G_loss: 2.4543, D_loss: 0.0413
Epoch 3/5: 49%|███████████████████▋ | 111801/226747 [2:49:50<2:54:33, 10.97it/s][Batch 111800/226747] G_loss: 2.3412, D_loss: 0.0206
Epoch 3/5: 49%|███████████████████▊ | 112001/226747 [2:50:08<2:54:34, 10.96it/s][Batch 112000/226747] G_loss: 2.3651, D_loss: 0.0890
Epoch 3/5: 49%|███████████████████▊ | 112201/226747 [2:50:26<2:54:06, 10.96it/s][Batch 112200/226747] G_loss: 2.2181, D_loss: 0.0484
Epoch 3/5: 50%|███████████████████▊ | 112401/226747 [2:50:44<2:53:29, 10.98it/s][Batch 112400/226747] G_loss: 2.3968, D_loss: 0.0259
Epoch 3/5: 50%|███████████████████▊ | 112601/226747 [2:51:03<2:53:23, 10.97it/s][Batch 112600/226747] G_loss: 2.2075, D_loss: 0.0371
Epoch 3/5: 50%|███████████████████▉ | 112801/226747 [2:51:21<2:53:07, 10.97it/s][Batch 112800/226747] G_loss: 2.3582, D_loss: 0.0384
Epoch 3/5: 50%|███████████████████▉ | 113001/226747 [2:51:39<2:52:05, 11.02it/s][Batch 113000/226747] G_loss: 2.0822, D_loss: 0.0405
Epoch 3/5: 50%|███████████████████▉ | 113201/226747 [2:51:57<2:52:35, 10.96it/s][Batch 113200/226747] G_loss: 1.9953, D_loss: 0.0686
Epoch 3/5: 50%|████████████████████ | 113401/226747 [2:52:15<2:52:18, 10.96it/s][Batch 113400/226747] G_loss: 2.4344, D_loss: 0.0580
Epoch 3/5: 50%|████████████████████ | 113601/226747 [2:52:34<2:52:05, 10.96it/s][Batch 113600/226747] G_loss: 2.2536, D_loss: 0.0314
Epoch 3/5: 50%|████████████████████ | 113801/226747 [2:52:52<2:51:34, 10.97it/s][Batch 113800/226747] G_loss: 2.2119, D_loss: 0.0391
Epoch 3/5: 50%|████████████████████ | 114001/226747 [2:53:10<2:51:16, 10.97it/s][Batch 114000/226747] G_loss: 2.4272, D_loss: 0.0305
Epoch 3/5: 50%|████████████████████▏ | 114201/226747 [2:53:28<2:51:11, 10.96it/s][Batch 114200/226747] G_loss: 2.2039, D_loss: 0.0534
Epoch 3/5: 50%|████████████████████▏ | 114401/226747 [2:53:46<2:50:35, 10.98it/s][Batch 114400/226747] G_loss: 2.3458, D_loss: 0.0306
Epoch 3/5: 51%|████████████████████▏ | 114601/226747 [2:54:05<2:50:17, 10.98it/s][Batch 114600/226747] G_loss: 2.3874, D_loss: 0.0560
Epoch 3/5: 51%|████████████████████▎ | 114801/226747 [2:54:23<2:49:59, 10.98it/s][Batch 114800/226747] G_loss: 2.4827, D_loss: 0.0319
Epoch 3/5: 51%|████████████████████▎ | 115001/226747 [2:54:41<2:49:51, 10.96it/s][Batch 115000/226747] G_loss: 2.4160, D_loss: 0.0688
Epoch 3/5: 51%|████████████████████▎ | 115201/226747 [2:54:59<2:49:16, 10.98it/s][Batch 115200/226747] G_loss: 2.3380, D_loss: 0.0347
Epoch 3/5: 51%|████████████████████▎ | 115401/226747 [2:55:17<2:49:04, 10.98it/s][Batch 115400/226747] G_loss: 2.3993, D_loss: 0.0266
Epoch 3/5: 51%|████████████████████▍ | 115601/226747 [2:55:36<2:48:46, 10.98it/s][Batch 115600/226747] G_loss: 2.2216, D_loss: 0.0672
Epoch 3/5: 51%|████████████████████▍ | 115801/226747 [2:55:54<2:48:26, 10.98it/s][Batch 115800/226747] G_loss: 2.1592, D_loss: 0.0538
Epoch 3/5: 51%|████████████████████▍ | 116001/226747 [2:56:12<2:48:39, 10.94it/s][Batch 116000/226747] G_loss: 2.2214, D_loss: 0.0498
Epoch 3/5: 51%|████████████████████▍ | 116201/226747 [2:56:30<2:47:51, 10.98it/s][Batch 116200/226747] G_loss: 2.2225, D_loss: 0.0210
Epoch 3/5: 51%|████████████████████▌ | 116401/226747 [2:56:49<2:47:42, 10.97it/s][Batch 116400/226747] G_loss: 2.2309, D_loss: 0.0444
Epoch 3/5: 51%|████████████████████▌ | 116601/226747 [2:57:07<2:46:40, 11.01it/s][Batch 116600/226747] G_loss: 2.1298, D_loss: 0.0558
Epoch 3/5: 52%|████████████████████▌ | 116801/226747 [2:57:25<2:46:54, 10.98it/s][Batch 116800/226747] G_loss: 2.3305, D_loss: 0.0306
Epoch 3/5: 52%|████████████████████▋ | 117001/226747 [2:57:43<2:46:43, 10.97it/s][Batch 117000/226747] G_loss: 2.4110, D_loss: 0.0972
Epoch 3/5: 52%|████████████████████▋ | 117201/226747 [2:58:01<2:46:13, 10.98it/s][Batch 117200/226747] G_loss: 2.2809, D_loss: 0.0561
Epoch 3/5: 52%|████████████████████▋ | 117401/226747 [2:58:20<2:46:06, 10.97it/s][Batch 117400/226747] G_loss: 2.2197, D_loss: 0.0695
Epoch 3/5: 52%|████████████████████▋ | 117601/226747 [2:58:38<2:46:05, 10.95it/s][Batch 117600/226747] G_loss: 2.2063, D_loss: 0.0452
Epoch 3/5: 52%|████████████████████▊ | 117801/226747 [2:58:56<2:45:35, 10.97it/s][Batch 117800/226747] G_loss: 2.4364, D_loss: 0.0368
Epoch 3/5: 52%|████████████████████▊ | 118001/226747 [2:59:14<2:45:17, 10.96it/s][Batch 118000/226747] G_loss: 2.2428, D_loss: 0.0453
Epoch 3/5: 52%|████████████████████▊ | 118201/226747 [2:59:32<2:44:14, 11.01it/s][Batch 118200/226747] G_loss: 2.0362, D_loss: 0.1033
Epoch 3/5: 52%|████████████████████▉ | 118401/226747 [2:59:51<2:44:38, 10.97it/s][Batch 118400/226747] G_loss: 2.2253, D_loss: 0.0730
Epoch 3/5: 52%|████████████████████▉ | 118601/226747 [3:00:09<2:44:08, 10.98it/s][Batch 118600/226747] G_loss: 2.4163, D_loss: 0.0877
Epoch 3/5: 52%|████████████████████▉ | 118801/226747 [3:00:27<2:44:03, 10.97it/s][Batch 118800/226747] G_loss: 2.1529, D_loss: 0.0730
Epoch 3/5: 52%|████████████████████▉ | 119001/226747 [3:00:45<2:43:31, 10.98it/s][Batch 119000/226747] G_loss: 2.4706, D_loss: 0.0364
Epoch 3/5: 53%|█████████████████████ | 119201/226747 [3:01:03<2:43:39, 10.95it/s][Batch 119200/226747] G_loss: 2.3519, D_loss: 0.0375
Epoch 3/5: 53%|█████████████████████ | 119401/226747 [3:01:22<2:43:02, 10.97it/s][Batch 119400/226747] G_loss: 2.3486, D_loss: 0.0430
Epoch 3/5: 53%|█████████████████████ | 119601/226747 [3:01:40<2:42:46, 10.97it/s][Batch 119600/226747] G_loss: 2.3838, D_loss: 0.0475
Epoch 3/5: 53%|█████████████████████▏ | 119801/226747 [3:01:58<2:41:45, 11.02it/s][Batch 119800/226747] G_loss: 2.2515, D_loss: 0.0621
Epoch 3/5: 53%|█████████████████████▏ | 120001/226747 [3:02:16<2:42:08, 10.97it/s][Batch 120000/226747] G_loss: 2.1473, D_loss: 0.0518
Epoch 3/5: 53%|█████████████████████▏ | 120201/226747 [3:02:34<2:42:02, 10.96it/s][Batch 120200/226747] G_loss: 2.4358, D_loss: 0.0315
Epoch 3/5: 53%|█████████████████████▏ | 120401/226747 [3:02:53<2:41:39, 10.96it/s][Batch 120400/226747] G_loss: 2.3110, D_loss: 0.0579
Epoch 3/5: 53%|█████████████████████▎ | 120601/226747 [3:03:11<2:41:18, 10.97it/s][Batch 120600/226747] G_loss: 2.2445, D_loss: 0.0532
Epoch 3/5: 53%|█████████████████████▎ | 120801/226747 [3:03:29<2:40:43, 10.99it/s][Batch 120800/226747] G_loss: 2.2450, D_loss: 0.0417
Epoch 3/5: 53%|█████████████████████▎ | 121001/226747 [3:03:47<2:40:48, 10.96it/s][Batch 121000/226747] G_loss: 2.3766, D_loss: 0.0394
Epoch 3/5: 53%|█████████████████████▍ | 121201/226747 [3:04:05<2:39:32, 11.03it/s][Batch 121200/226747] G_loss: 2.2035, D_loss: 0.0560
Epoch 3/5: 54%|█████████████████████▍ | 121401/226747 [3:04:24<2:40:02, 10.97it/s][Batch 121400/226747] G_loss: 2.4004, D_loss: 0.0305
Epoch 3/5: 54%|█████████████████████▍ | 121601/226747 [3:04:42<2:39:00, 11.02it/s][Batch 121600/226747] G_loss: 2.2322, D_loss: 0.0772
Epoch 3/5: 54%|█████████████████████▍ | 121801/226747 [3:05:00<2:39:26, 10.97it/s][Batch 121800/226747] G_loss: 2.4861, D_loss: 0.0598
Epoch 3/5: 54%|█████████████████████▌ | 122001/226747 [3:05:18<2:39:03, 10.98it/s][Batch 122000/226747] G_loss: 2.2304, D_loss: 0.0206
Epoch 3/5: 54%|█████████████████████▌ | 122201/226747 [3:05:36<2:38:46, 10.97it/s][Batch 122200/226747] G_loss: 2.4173, D_loss: 0.0521
Epoch 3/5: 54%|█████████████████████▌ | 122401/226747 [3:05:55<2:38:31, 10.97it/s][Batch 122400/226747] G_loss: 2.2657, D_loss: 0.0293
Epoch 3/5: 54%|█████████████████████▋ | 122601/226747 [3:06:13<2:38:25, 10.96it/s][Batch 122600/226747] G_loss: 2.1834, D_loss: 0.0438
Epoch 3/5: 54%|█████████████████████▋ | 122801/226747 [3:06:31<2:37:52, 10.97it/s][Batch 122800/226747] G_loss: 2.4969, D_loss: 0.0342
Epoch 3/5: 54%|█████████████████████▋ | 123001/226747 [3:06:49<2:37:29, 10.98it/s][Batch 123000/226747] G_loss: 2.4375, D_loss: 0.0350
Epoch 3/5: 54%|█████████████████████▋ | 123201/226747 [3:07:07<2:37:14, 10.98it/s][Batch 123200/226747] G_loss: 2.1904, D_loss: 0.0370
Epoch 3/5: 54%|█████████████████████▊ | 123401/226747 [3:07:26<2:37:03, 10.97it/s][Batch 123400/226747] G_loss: 2.5015, D_loss: 0.0242
Epoch 3/5: 55%|█████████████████████▊ | 123601/226747 [3:07:44<2:36:40, 10.97it/s][Batch 123600/226747] G_loss: 2.2692, D_loss: 0.0506
Epoch 3/5: 55%|█████████████████████▊ | 123801/226747 [3:08:02<2:36:27, 10.97it/s][Batch 123800/226747] G_loss: 2.1388, D_loss: 0.0631
Epoch 3/5: 55%|█████████████████████▊ | 124001/226747 [3:08:20<2:36:06, 10.97it/s][Batch 124000/226747] G_loss: 2.2215, D_loss: 0.0515
Epoch 3/5: 55%|█████████████████████▉ | 124201/226747 [3:08:39<2:35:41, 10.98it/s][Batch 124200/226747] G_loss: 2.4336, D_loss: 0.0383
Epoch 3/5: 55%|█████████████████████▉ | 124401/226747 [3:08:57<2:35:27, 10.97it/s][Batch 124400/226747] G_loss: 2.4746, D_loss: 0.0900
Epoch 3/5: 55%|█████████████████████▉ | 124601/226747 [3:09:15<2:35:26, 10.95it/s][Batch 124600/226747] G_loss: 2.2668, D_loss: 0.0443
Epoch 3/5: 55%|██████████████████████ | 124801/226747 [3:09:33<2:35:05, 10.96it/s][Batch 124800/226747] G_loss: 2.2412, D_loss: 0.0324
Epoch 3/5: 55%|██████████████████████ | 125001/226747 [3:09:51<2:34:42, 10.96it/s][Batch 125000/226747] G_loss: 2.4146, D_loss: 0.0158
Epoch 3/5: 55%|██████████████████████ | 125201/226747 [3:10:10<2:34:24, 10.96it/s][Batch 125200/226747] G_loss: 2.4055, D_loss: 0.0349
Epoch 3/5: 55%|██████████████████████ | 125401/226747 [3:10:28<2:33:53, 10.98it/s][Batch 125400/226747] G_loss: 2.2444, D_loss: 0.0725
Epoch 3/5: 55%|██████████████████████▏ | 125601/226747 [3:10:46<2:33:46, 10.96it/s][Batch 125600/226747] G_loss: 2.2075, D_loss: 0.0341
Epoch 3/5: 55%|██████████████████████▏ | 125801/226747 [3:11:04<2:33:23, 10.97it/s][Batch 125800/226747] G_loss: 2.2129, D_loss: 0.0407
Epoch 3/5: 56%|██████████████████████▏ | 126001/226747 [3:11:22<2:32:54, 10.98it/s][Batch 126000/226747] G_loss: 2.2075, D_loss: 0.0675
Epoch 3/5: 56%|██████████████████████▎ | 126201/226747 [3:11:41<2:32:54, 10.96it/s][Batch 126200/226747] G_loss: 2.2629, D_loss: 0.0789
Epoch 3/5: 56%|██████████████████████▎ | 126401/226747 [3:11:59<2:32:18, 10.98it/s][Batch 126400/226747] G_loss: 2.4403, D_loss: 0.0242
Epoch 3/5: 56%|██████████████████████▎ | 126601/226747 [3:12:17<2:32:04, 10.98it/s][Batch 126600/226747] G_loss: 2.3351, D_loss: 0.0702
Epoch 3/5: 56%|██████████████████████▎ | 126801/226747 [3:12:35<2:31:45, 10.98it/s][Batch 126800/226747] G_loss: 2.2425, D_loss: 0.0449
Epoch 3/5: 56%|██████████████████████▍ | 127001/226747 [3:12:54<2:31:24, 10.98it/s][Batch 127000/226747] G_loss: 2.2834, D_loss: 0.0505
Epoch 3/5: 56%|██████████████████████▍ | 127201/226747 [3:13:12<2:31:28, 10.95it/s][Batch 127200/226747] G_loss: 2.3363, D_loss: 0.0253
Epoch 3/5: 56%|██████████████████████▍ | 127401/226747 [3:13:30<2:30:48, 10.98it/s][Batch 127400/226747] G_loss: 2.2662, D_loss: 0.0399
Epoch 3/5: 56%|██████████████████████▌ | 127601/226747 [3:13:48<2:30:32, 10.98it/s][Batch 127600/226747] G_loss: 2.4203, D_loss: 0.0565
Epoch 3/5: 56%|██████████████████████▌ | 127801/226747 [3:14:06<2:30:11, 10.98it/s][Batch 127800/226747] G_loss: 2.4222, D_loss: 0.0496
Epoch 3/5: 56%|██████████████████████▌ | 128001/226747 [3:14:25<2:29:59, 10.97it/s][Batch 128000/226747] G_loss: 1.6157, D_loss: 0.2353
Epoch 3/5: 57%|██████████████████████▌ | 128201/226747 [3:14:43<2:29:43, 10.97it/s][Batch 128200/226747] G_loss: 2.1887, D_loss: 0.0428
Epoch 3/5: 57%|██████████████████████▋ | 128401/226747 [3:15:01<2:29:22, 10.97it/s][Batch 128400/226747] G_loss: 2.4237, D_loss: 0.0410
Epoch 3/5: 57%|██████████████████████▋ | 128601/226747 [3:15:19<2:29:17, 10.96it/s][Batch 128600/226747] G_loss: 2.0219, D_loss: 0.0847
Epoch 3/5: 57%|██████████████████████▋ | 128801/226747 [3:15:37<2:29:05, 10.95it/s][Batch 128800/226747] G_loss: 2.2202, D_loss: 0.0902
Epoch 3/5: 57%|██████████████████████▊ | 129001/226747 [3:15:56<2:28:34, 10.97it/s][Batch 129000/226747] G_loss: 2.2776, D_loss: 0.0525
Epoch 3/5: 57%|██████████████████████▊ | 129201/226747 [3:16:14<2:28:20, 10.96it/s][Batch 129200/226747] G_loss: 2.2568, D_loss: 0.0754
Epoch 3/5: 57%|██████████████████████▊ | 129401/226747 [3:16:32<2:27:57, 10.97it/s][Batch 129400/226747] G_loss: 2.3603, D_loss: 0.0289
Epoch 3/5: 57%|██████████████████████▊ | 129601/226747 [3:16:50<2:27:18, 10.99it/s][Batch 129600/226747] G_loss: 2.4894, D_loss: 0.0274
Epoch 3/5: 57%|██████████████████████▉ | 129801/226747 [3:17:08<2:27:23, 10.96it/s][Batch 129800/226747] G_loss: 2.2680, D_loss: 0.0305
Epoch 3/5: 57%|██████████████████████▉ | 130001/226747 [3:17:27<2:27:06, 10.96it/s][Batch 130000/226747] G_loss: 2.3586, D_loss: 0.0222
Epoch 3/5: 57%|██████████████████████▉ | 130201/226747 [3:17:45<2:26:34, 10.98it/s][Batch 130200/226747] G_loss: 2.1090, D_loss: 0.0458
Epoch 3/5: 58%|███████████████████████ | 130401/226747 [3:18:03<2:26:24, 10.97it/s][Batch 130400/226747] G_loss: 2.2932, D_loss: 0.0514
Epoch 3/5: 58%|███████████████████████ | 130601/226747 [3:18:21<2:25:58, 10.98it/s][Batch 130600/226747] G_loss: 2.4258, D_loss: 0.0371
Epoch 3/5: 58%|███████████████████████ | 130801/226747 [3:18:40<2:25:31, 10.99it/s][Batch 130800/226747] G_loss: 2.2068, D_loss: 0.0440
Epoch 3/5: 58%|███████████████████████ | 131001/226747 [3:18:58<2:25:27, 10.97it/s][Batch 131000/226747] G_loss: 2.4049, D_loss: 0.0676
Epoch 3/5: 58%|███████████████████████▏ | 131201/226747 [3:19:16<2:25:19, 10.96it/s][Batch 131200/226747] G_loss: 2.2830, D_loss: 0.0458
Epoch 3/5: 58%|███████████████████████▏ | 131401/226747 [3:19:34<2:24:54, 10.97it/s][Batch 131400/226747] G_loss: 2.5152, D_loss: 0.0709
Epoch 3/5: 58%|███████████████████████▏ | 131601/226747 [3:19:52<2:24:40, 10.96it/s][Batch 131600/226747] G_loss: 2.2023, D_loss: 0.0737
Epoch 3/5: 58%|███████████████████████▎ | 131801/226747 [3:20:11<2:24:33, 10.95it/s][Batch 131800/226747] G_loss: 2.3101, D_loss: 0.0525
Epoch 3/5: 58%|███████████████████████▎ | 132001/226747 [3:20:29<2:23:49, 10.98it/s][Batch 132000/226747] G_loss: 2.2665, D_loss: 0.0969
Epoch 3/5: 58%|███████████████████████▎ | 132201/226747 [3:20:47<2:23:48, 10.96it/s][Batch 132200/226747] G_loss: 2.2166, D_loss: 0.0483
Epoch 3/5: 58%|███████████████████████▎ | 132401/226747 [3:21:05<2:23:25, 10.96it/s][Batch 132400/226747] G_loss: 2.4349, D_loss: 0.0237
Epoch 3/5: 58%|███████████████████████▍ | 132601/226747 [3:21:23<2:22:58, 10.97it/s][Batch 132600/226747] G_loss: 2.3855, D_loss: 0.0370
Epoch 3/5: 59%|███████████████████████▍ | 132801/226747 [3:21:42<2:22:47, 10.97it/s][Batch 132800/226747] G_loss: 2.4279, D_loss: 0.0371
Epoch 3/5: 59%|███████████████████████▍ | 133001/226747 [3:22:00<2:22:29, 10.97it/s][Batch 133000/226747] G_loss: 2.2225, D_loss: 0.0265
Epoch 3/5: 59%|███████████████████████▍ | 133201/226747 [3:22:18<2:22:10, 10.97it/s][Batch 133200/226747] G_loss: 2.2435, D_loss: 0.2250
Epoch 3/5: 59%|███████████████████████▌ | 133401/226747 [3:22:36<2:21:54, 10.96it/s][Batch 133400/226747] G_loss: 2.1920, D_loss: 0.0601
Epoch 3/5: 59%|███████████████████████▌ | 133601/226747 [3:22:55<2:21:33, 10.97it/s][Batch 133600/226747] G_loss: 2.4318, D_loss: 0.0185
Epoch 3/5: 59%|███████████████████████▌ | 133801/226747 [3:23:13<2:21:27, 10.95it/s][Batch 133800/226747] G_loss: 2.3931, D_loss: 0.0407
Epoch 3/5: 59%|███████████████████████▋ | 134001/226747 [3:23:31<2:20:49, 10.98it/s][Batch 134000/226747] G_loss: 2.4575, D_loss: 0.0379
Epoch 3/5: 59%|███████████████████████▋ | 134201/226747 [3:23:49<2:20:35, 10.97it/s][Batch 134200/226747] G_loss: 2.2464, D_loss: 0.0331
Epoch 3/5: 59%|███████████████████████▋ | 134401/226747 [3:24:07<2:20:21, 10.97it/s][Batch 134400/226747] G_loss: 2.1469, D_loss: 0.0501
Epoch 3/5: 59%|███████████████████████▋ | 134601/226747 [3:24:26<2:19:57, 10.97it/s][Batch 134600/226747] G_loss: 2.1052, D_loss: 0.0364
Epoch 3/5: 59%|███████████████████████▊ | 134801/226747 [3:24:44<2:19:18, 11.00it/s][Batch 134800/226747] G_loss: 2.3527, D_loss: 0.0712
Epoch 3/5: 60%|███████████████████████▊ | 135001/226747 [3:25:02<2:19:26, 10.97it/s][Batch 135000/226747] G_loss: 2.2398, D_loss: 0.0483
Epoch 3/5: 60%|███████████████████████▊ | 135201/226747 [3:25:20<2:19:09, 10.96it/s][Batch 135200/226747] G_loss: 2.1208, D_loss: 0.0430
Epoch 3/5: 60%|███████████████████████▉ | 135401/226747 [3:25:39<2:18:50, 10.96it/s][Batch 135400/226747] G_loss: 2.3215, D_loss: 0.0498
Epoch 3/5: 60%|███████████████████████▉ | 135601/226747 [3:25:57<2:18:24, 10.98it/s][Batch 135600/226747] G_loss: 2.4251, D_loss: 0.0305
Epoch 3/5: 60%|███████████████████████▉ | 135801/226747 [3:26:15<2:18:12, 10.97it/s][Batch 135800/226747] G_loss: 2.2954, D_loss: 0.0395
Epoch 3/5: 60%|███████████████████████▉ | 136001/226747 [3:26:33<2:18:05, 10.95it/s][Batch 136000/226747] G_loss: 2.1389, D_loss: 0.0392
Epoch 3/5: 60%|████████████████████████ | 136201/226747 [3:26:51<2:18:18, 10.91it/s][Batch 136200/226747] G_loss: 2.3831, D_loss: 0.0238
Epoch 3/5: 60%|████████████████████████ | 136401/226747 [3:27:10<2:17:22, 10.96it/s][Batch 136400/226747] G_loss: 2.2615, D_loss: 0.0321
Epoch 3/5: 60%|████████████████████████ | 136601/226747 [3:27:28<2:17:00, 10.97it/s][Batch 136600/226747] G_loss: 2.2825, D_loss: 0.0256
Epoch 3/5: 60%|████████████████████████▏ | 136801/226747 [3:27:46<2:16:43, 10.96it/s][Batch 136800/226747] G_loss: 2.5470, D_loss: 0.0831
Epoch 3/5: 60%|████████████████████████▏ | 137001/226747 [3:28:04<2:16:39, 10.95it/s][Batch 137000/226747] G_loss: 2.4231, D_loss: 0.0517
Epoch 3/5: 61%|████████████████████████▏ | 137201/226747 [3:28:23<2:16:06, 10.96it/s][Batch 137200/226747] G_loss: 2.3456, D_loss: 0.0467
Epoch 3/5: 61%|████████████████████████▏ | 137401/226747 [3:28:41<2:15:51, 10.96it/s][Batch 137400/226747] G_loss: 2.3655, D_loss: 0.0494
Epoch 3/5: 61%|████████████████████████▎ | 137601/226747 [3:28:59<2:15:24, 10.97it/s][Batch 137600/226747] G_loss: 2.5129, D_loss: 0.0509
Epoch 3/5: 61%|████████████████████████▎ | 137801/226747 [3:29:17<2:15:20, 10.95it/s][Batch 137800/226747] G_loss: 2.4485, D_loss: 0.0263
Epoch 3/5: 61%|████████████████████████▎ | 138001/226747 [3:29:35<2:15:01, 10.95it/s][Batch 138000/226747] G_loss: 2.2159, D_loss: 0.0609
Epoch 3/5: 61%|████████████████████████▍ | 138201/226747 [3:29:54<2:14:32, 10.97it/s][Batch 138200/226747] G_loss: 2.4105, D_loss: 0.0369
Epoch 3/5: 61%|████████████████████████▍ | 138401/226747 [3:30:12<2:14:16, 10.97it/s][Batch 138400/226747] G_loss: 2.5152, D_loss: 0.0256
Epoch 3/5: 61%|████████████████████████▍ | 138601/226747 [3:30:30<2:13:54, 10.97it/s][Batch 138600/226747] G_loss: 2.4169, D_loss: 0.0430
Epoch 3/5: 61%|████████████████████████▍ | 138801/226747 [3:30:48<2:13:37, 10.97it/s][Batch 138800/226747] G_loss: 2.1289, D_loss: 0.0670
Epoch 3/5: 61%|████████████████████████▌ | 139001/226747 [3:31:07<2:12:58, 11.00it/s][Batch 139000/226747] G_loss: 2.4088, D_loss: 0.0688
Epoch 3/5: 61%|████████████████████████▌ | 139201/226747 [3:31:25<2:12:49, 10.98it/s][Batch 139200/226747] G_loss: 1.8470, D_loss: 0.1515
Epoch 3/5: 61%|████████████████████████▌ | 139401/226747 [3:31:43<2:12:49, 10.96it/s][Batch 139400/226747] G_loss: 2.1981, D_loss: 0.0952
Epoch 3/5: 62%|████████████████████████▋ | 139601/226747 [3:32:01<2:12:21, 10.97it/s][Batch 139600/226747] G_loss: 2.2489, D_loss: 0.0336
Epoch 3/5: 62%|████████████████████████▋ | 139801/226747 [3:32:19<2:12:08, 10.97it/s][Batch 139800/226747] G_loss: 2.2747, D_loss: 0.0713
Epoch 3/5: 62%|████████████████████████▋ | 140001/226747 [3:32:38<2:11:54, 10.96it/s][Batch 140000/226747] G_loss: 2.2656, D_loss: 0.0520
Epoch 3/5: 62%|████████████████████████▋ | 140201/226747 [3:32:56<2:11:33, 10.96it/s][Batch 140200/226747] G_loss: 2.3791, D_loss: 0.0492
Epoch 3/5: 62%|████████████████████████▊ | 140401/226747 [3:33:14<2:11:08, 10.97it/s][Batch 140400/226747] G_loss: 2.3732, D_loss: 0.0389
Epoch 3/5: 62%|████████████████████████▊ | 140601/226747 [3:33:32<2:10:55, 10.97it/s][Batch 140600/226747] G_loss: 2.3026, D_loss: 0.0435
Epoch 3/5: 62%|████████████████████████▊ | 140801/226747 [3:33:51<2:10:23, 10.99it/s][Batch 140800/226747] G_loss: 2.4503, D_loss: 0.0188
Epoch 3/5: 62%|████████████████████████▊ | 141001/226747 [3:34:09<2:10:22, 10.96it/s][Batch 141000/226747] G_loss: 2.0654, D_loss: 0.0677
Epoch 3/5: 62%|████████████████████████▉ | 141201/226747 [3:34:27<2:09:51, 10.98it/s][Batch 141200/226747] G_loss: 2.3591, D_loss: 0.0397
Epoch 3/5: 62%|████████████████████████▉ | 141401/226747 [3:34:45<2:13:20, 10.67it/s][Batch 141400/226747] G_loss: 2.4974, D_loss: 0.0574
Epoch 3/5: 62%|████████████████████████▉ | 141601/226747 [3:35:03<2:09:17, 10.98it/s][Batch 141600/226747] G_loss: 2.3267, D_loss: 0.0321
Epoch 3/5: 63%|█████████████████████████ | 141801/226747 [3:35:22<2:09:10, 10.96it/s][Batch 141800/226747] G_loss: 2.5915, D_loss: 0.0505
Epoch 3/5: 63%|█████████████████████████ | 142001/226747 [3:35:40<2:08:46, 10.97it/s][Batch 142000/226747] G_loss: 2.1173, D_loss: 0.0388
Epoch 3/5: 63%|█████████████████████████ | 142201/226747 [3:35:58<2:08:26, 10.97it/s][Batch 142200/226747] G_loss: 2.2890, D_loss: 0.0485
Epoch 3/5: 63%|█████████████████████████ | 142401/226747 [3:36:16<2:08:08, 10.97it/s][Batch 142400/226747] G_loss: 2.5410, D_loss: 0.0305
Epoch 3/5: 63%|█████████████████████████▏ | 142601/226747 [3:36:35<2:07:42, 10.98it/s][Batch 142600/226747] G_loss: 2.3227, D_loss: 0.0276
Epoch 3/5: 63%|█████████████████████████▏ | 142801/226747 [3:36:53<2:07:39, 10.96it/s][Batch 142800/226747] G_loss: 2.3159, D_loss: 0.0213
Epoch 3/5: 63%|█████████████████████████▏ | 143001/226747 [3:37:11<2:07:26, 10.95it/s][Batch 143000/226747] G_loss: 2.1703, D_loss: 0.0685
Epoch 3/5: 63%|█████████████████████████▎ | 143201/226747 [3:37:29<2:06:57, 10.97it/s][Batch 143200/226747] G_loss: 2.2401, D_loss: 0.0708
Epoch 3/5: 63%|█████████████████████████▎ | 143401/226747 [3:37:47<2:06:28, 10.98it/s][Batch 143400/226747] G_loss: 2.1730, D_loss: 0.0757
Epoch 3/5: 63%|█████████████████████████▎ | 143601/226747 [3:38:06<2:06:27, 10.96it/s][Batch 143600/226747] G_loss: 2.3149, D_loss: 0.0636
Epoch 3/5: 63%|█████████████████████████▎ | 143801/226747 [3:38:24<2:06:01, 10.97it/s][Batch 143800/226747] G_loss: 2.2109, D_loss: 0.0528
Epoch 3/5: 64%|█████████████████████████▍ | 144001/226747 [3:38:42<2:05:47, 10.96it/s][Batch 144000/226747] G_loss: 2.2230, D_loss: 0.0585
Epoch 3/5: 64%|█████████████████████████▍ | 144201/226747 [3:39:00<2:05:11, 10.99it/s][Batch 144200/226747] G_loss: 2.3429, D_loss: 0.0667
Epoch 3/5: 64%|█████████████████████████▍ | 144401/226747 [3:39:18<2:05:13, 10.96it/s][Batch 144400/226747] G_loss: 2.2887, D_loss: 0.0465
Epoch 3/5: 64%|█████████████████████████▌ | 144601/226747 [3:39:37<2:04:51, 10.96it/s][Batch 144600/226747] G_loss: 2.2793, D_loss: 0.0411
Epoch 3/5: 64%|█████████████████████████▌ | 144801/226747 [3:39:55<2:04:29, 10.97it/s][Batch 144800/226747] G_loss: 2.1733, D_loss: 0.0743
Epoch 3/5: 64%|█████████████████████████▌ | 145001/226747 [3:40:13<2:04:27, 10.95it/s][Batch 145000/226747] G_loss: 2.4278, D_loss: 0.0302
Epoch 3/5: 64%|█████████████████████████▌ | 145201/226747 [3:40:31<2:03:58, 10.96it/s][Batch 145200/226747] G_loss: 2.3311, D_loss: 0.0346
Epoch 3/5: 64%|█████████████████████████▋ | 145401/226747 [3:40:49<2:03:36, 10.97it/s][Batch 145400/226747] G_loss: 2.2352, D_loss: 0.0654
Epoch 3/5: 64%|█████████████████████████▋ | 145601/226747 [3:41:08<2:03:09, 10.98it/s][Batch 145600/226747] G_loss: 2.1689, D_loss: 0.0517
Epoch 3/5: 64%|█████████████████████████▋ | 145801/226747 [3:41:26<2:03:12, 10.95it/s][Batch 145800/226747] G_loss: 2.4426, D_loss: 0.0324
Epoch 3/5: 64%|█████████████████████████▊ | 146001/226747 [3:41:44<2:02:29, 10.99it/s][Batch 146000/226747] G_loss: 2.2352, D_loss: 0.1003
Epoch 3/5: 64%|█████████████████████████▊ | 146201/226747 [3:42:02<2:02:19, 10.97it/s][Batch 146200/226747] G_loss: 2.4544, D_loss: 0.0282
Epoch 3/5: 65%|█████████████████████████▊ | 146401/226747 [3:42:21<2:02:01, 10.97it/s][Batch 146400/226747] G_loss: 2.3181, D_loss: 0.0553
Epoch 3/5: 65%|█████████████████████████▊ | 146601/226747 [3:42:39<2:01:50, 10.96it/s][Batch 146600/226747] G_loss: 2.2410, D_loss: 0.0448
Epoch 3/5: 65%|█████████████████████████▉ | 146801/226747 [3:42:57<2:01:21, 10.98it/s][Batch 146800/226747] G_loss: 2.2276, D_loss: 0.0469
Epoch 3/5: 65%|█████████████████████████▉ | 147001/226747 [3:43:15<2:01:21, 10.95it/s][Batch 147000/226747] G_loss: 2.4946, D_loss: 0.0240
Epoch 3/5: 65%|█████████████████████████▉ | 147201/226747 [3:43:33<2:00:40, 10.99it/s][Batch 147200/226747] G_loss: 2.3150, D_loss: 0.0375
Epoch 3/5: 65%|██████████████████████████ | 147401/226747 [3:43:52<2:00:34, 10.97it/s][Batch 147400/226747] G_loss: 2.3936, D_loss: 0.0380
Epoch 3/5: 65%|██████████████████████████ | 147601/226747 [3:44:10<2:00:18, 10.97it/s][Batch 147600/226747] G_loss: 2.4711, D_loss: 0.0240
Epoch 3/5: 65%|██████████████████████████ | 147801/226747 [3:44:28<2:00:01, 10.96it/s][Batch 147800/226747] G_loss: 2.4968, D_loss: 0.0362
Epoch 3/5: 65%|██████████████████████████ | 148001/226747 [3:44:46<1:59:36, 10.97it/s][Batch 148000/226747] G_loss: 2.4387, D_loss: 0.0273
Epoch 3/5: 65%|██████████████████████████▏ | 148201/226747 [3:45:04<1:59:17, 10.97it/s][Batch 148200/226747] G_loss: 2.3882, D_loss: 0.0179
Epoch 3/5: 65%|██████████████████████████▏ | 148401/226747 [3:45:23<1:58:32, 11.02it/s][Batch 148400/226747] G_loss: 2.2556, D_loss: 0.0324
Epoch 3/5: 66%|██████████████████████████▏ | 148601/226747 [3:45:41<1:58:45, 10.97it/s][Batch 148600/226747] G_loss: 2.2256, D_loss: 0.0355
Epoch 3/5: 66%|██████████████████████████▏ | 148801/226747 [3:45:59<1:58:30, 10.96it/s][Batch 148800/226747] G_loss: 2.1177, D_loss: 0.0405
Epoch 3/5: 66%|██████████████████████████▎ | 149001/226747 [3:46:17<1:58:04, 10.97it/s][Batch 149000/226747] G_loss: 2.2738, D_loss: 0.0658
Epoch 3/5: 66%|██████████████████████████▎ | 149201/226747 [3:46:36<1:57:39, 10.98it/s][Batch 149200/226747] G_loss: 2.3049, D_loss: 0.0238
Epoch 3/5: 66%|██████████████████████████▎ | 149401/226747 [3:46:54<1:57:33, 10.97it/s][Batch 149400/226747] G_loss: 1.9645, D_loss: 0.0714
Epoch 3/5: 66%|██████████████████████████▍ | 149601/226747 [3:47:12<1:57:20, 10.96it/s][Batch 149600/226747] G_loss: 2.3340, D_loss: 0.0468
Epoch 3/5: 66%|██████████████████████████▍ | 149801/226747 [3:47:30<1:56:58, 10.96it/s][Batch 149800/226747] G_loss: 2.1586, D_loss: 0.0463
Epoch 3/5: 66%|██████████████████████████▍ | 150001/226747 [3:47:48<1:56:39, 10.96it/s][Batch 150000/226747] G_loss: 2.3365, D_loss: 0.0393
Epoch 3/5: 66%|██████████████████████████▍ | 150201/226747 [3:48:07<1:56:03, 10.99it/s][Batch 150200/226747] G_loss: 2.2256, D_loss: 0.0365
Epoch 3/5: 66%|██████████████████████████▌ | 150401/226747 [3:48:25<1:55:49, 10.99it/s][Batch 150400/226747] G_loss: 2.3271, D_loss: 0.0276
Epoch 3/5: 66%|██████████████████████████▌ | 150601/226747 [3:48:43<1:55:38, 10.97it/s][Batch 150600/226747] G_loss: 2.4368, D_loss: 0.0379
Epoch 3/5: 67%|██████████████████████████▌ | 150801/226747 [3:49:01<1:55:16, 10.98it/s][Batch 150800/226747] G_loss: 2.1608, D_loss: 0.0521
Epoch 3/5: 67%|██████████████████████████▋ | 151001/226747 [3:49:19<1:54:54, 10.99it/s][Batch 151000/226747] G_loss: 2.3884, D_loss: 0.0622
Epoch 3/5: 67%|██████████████████████████▋ | 151201/226747 [3:49:38<1:54:47, 10.97it/s][Batch 151200/226747] G_loss: 2.2085, D_loss: 0.0758
Epoch 3/5: 67%|██████████████████████████▋ | 151401/226747 [3:49:56<1:54:35, 10.96it/s][Batch 151400/226747] G_loss: 2.2398, D_loss: 0.0317
Epoch 3/5: 67%|██████████████████████████▋ | 151601/226747 [3:50:14<1:54:22, 10.95it/s][Batch 151600/226747] G_loss: 2.2221, D_loss: 0.0806
Epoch 3/5: 67%|██████████████████████████▊ | 151801/226747 [3:50:32<1:53:50, 10.97it/s][Batch 151800/226747] G_loss: 2.1340, D_loss: 0.0523
Epoch 3/5: 67%|██████████████████████████▊ | 152001/226747 [3:50:51<1:53:40, 10.96it/s][Batch 152000/226747] G_loss: 2.3020, D_loss: 0.0340
Epoch 3/5: 67%|██████████████████████████▊ | 152201/226747 [3:51:09<1:53:15, 10.97it/s][Batch 152200/226747] G_loss: 2.3848, D_loss: 0.0307
Epoch 3/5: 67%|██████████████████████████▉ | 152401/226747 [3:51:27<1:52:49, 10.98it/s][Batch 152400/226747] G_loss: 2.5213, D_loss: 0.0453
Epoch 3/5: 67%|██████████████████████████▉ | 152601/226747 [3:51:45<1:52:31, 10.98it/s][Batch 152600/226747] G_loss: 2.3253, D_loss: 0.0280
Epoch 3/5: 67%|██████████████████████████▉ | 152801/226747 [3:52:03<1:52:16, 10.98it/s][Batch 152800/226747] G_loss: 2.3930, D_loss: 0.0539
Epoch 3/5: 67%|██████████████████████████▉ | 153001/226747 [3:52:22<1:52:10, 10.96it/s][Batch 153000/226747] G_loss: 2.3686, D_loss: 0.0503
Epoch 3/5: 68%|███████████████████████████ | 153201/226747 [3:52:40<1:51:56, 10.95it/s][Batch 153200/226747] G_loss: 2.2858, D_loss: 0.0399
Epoch 3/5: 68%|███████████████████████████ | 153401/226747 [3:52:58<1:51:19, 10.98it/s][Batch 153400/226747] G_loss: 2.3256, D_loss: 0.0586
Epoch 3/5: 68%|███████████████████████████ | 153601/226747 [3:53:16<1:50:44, 11.01it/s][Batch 153600/226747] G_loss: 2.1627, D_loss: 0.0428
Epoch 3/5: 68%|███████████████████████████▏ | 153801/226747 [3:53:34<1:50:46, 10.98it/s][Batch 153800/226747] G_loss: 2.2680, D_loss: 0.0451
Epoch 3/5: 68%|███████████████████████████▏ | 154001/226747 [3:53:53<1:50:30, 10.97it/s][Batch 154000/226747] G_loss: 2.4149, D_loss: 0.0354
Epoch 3/5: 68%|███████████████████████████▏ | 154201/226747 [3:54:11<1:50:12, 10.97it/s][Batch 154200/226747] G_loss: 2.6919, D_loss: 0.0161
Epoch 3/5: 68%|███████████████████████████▏ | 154401/226747 [3:54:29<1:49:57, 10.97it/s][Batch 154400/226747] G_loss: 2.3220, D_loss: 0.0322
Epoch 3/5: 68%|███████████████████████████▎ | 154601/226747 [3:54:47<1:49:38, 10.97it/s][Batch 154600/226747] G_loss: 2.3572, D_loss: 0.0264
Epoch 3/5: 68%|███████████████████████████▎ | 154801/226747 [3:55:05<1:49:20, 10.97it/s][Batch 154800/226747] G_loss: 2.4423, D_loss: 0.0362
Epoch 3/5: 68%|███████████████████████████▎ | 155001/226747 [3:55:24<1:49:00, 10.97it/s][Batch 155000/226747] G_loss: 2.1883, D_loss: 0.0488
Epoch 3/5: 68%|███████████████████████████▍ | 155201/226747 [3:55:42<1:48:43, 10.97it/s][Batch 155200/226747] G_loss: 2.2955, D_loss: 0.0513
Epoch 3/5: 69%|███████████████████████████▍ | 155401/226747 [3:56:00<1:48:26, 10.96it/s][Batch 155400/226747] G_loss: 2.4310, D_loss: 0.0598
Epoch 3/5: 69%|███████████████████████████▍ | 155601/226747 [3:56:18<1:48:11, 10.96it/s][Batch 155600/226747] G_loss: 2.1363, D_loss: 0.0680
Epoch 3/5: 69%|███████████████████████████▍ | 155801/226747 [3:56:36<1:47:22, 11.01it/s][Batch 155800/226747] G_loss: 2.0841, D_loss: 0.0511
Epoch 3/5: 69%|███████████████████████████▌ | 156001/226747 [3:56:55<1:47:01, 11.02it/s][Batch 156000/226747] G_loss: 2.3875, D_loss: 0.0194
Epoch 3/5: 69%|███████████████████████████▌ | 156201/226747 [3:57:13<1:47:21, 10.95it/s][Batch 156200/226747] G_loss: 2.1812, D_loss: 0.0495
Epoch 3/5: 69%|███████████████████████████▌ | 156401/226747 [3:57:31<1:46:53, 10.97it/s][Batch 156400/226747] G_loss: 2.1816, D_loss: 0.0293
Epoch 3/5: 69%|███████████████████████████▋ | 156601/226747 [3:57:49<1:46:12, 11.01it/s][Batch 156600/226747] G_loss: 1.9288, D_loss: 0.0798
Epoch 3/5: 69%|███████████████████████████▋ | 156801/226747 [3:58:07<1:46:10, 10.98it/s][Batch 156800/226747] G_loss: 2.2273, D_loss: 0.0555
Epoch 3/5: 69%|███████████████████████████▋ | 157001/226747 [3:58:26<1:45:55, 10.97it/s][Batch 157000/226747] G_loss: 2.3802, D_loss: 0.0258
Epoch 3/5: 69%|███████████████████████████▋ | 157201/226747 [3:58:44<1:45:47, 10.96it/s][Batch 157200/226747] G_loss: 2.2698, D_loss: 0.0764
Epoch 3/5: 69%|███████████████████████████▊ | 157401/226747 [3:59:02<1:45:16, 10.98it/s][Batch 157400/226747] G_loss: 2.2168, D_loss: 0.0592
Epoch 3/5: 70%|███████████████████████████▊ | 157601/226747 [3:59:20<1:45:02, 10.97it/s][Batch 157600/226747] G_loss: 2.3077, D_loss: 0.0448
Epoch 3/5: 70%|███████████████████████████▊ | 157801/226747 [3:59:39<1:44:47, 10.97it/s][Batch 157800/226747] G_loss: 2.2567, D_loss: 0.1138
Epoch 3/5: 70%|███████████████████████████▊ | 158001/226747 [3:59:57<1:44:25, 10.97it/s][Batch 158000/226747] G_loss: 2.3477, D_loss: 0.0789
Epoch 3/5: 70%|███████████████████████████▉ | 158201/226747 [4:00:15<1:44:22, 10.94it/s][Batch 158200/226747] G_loss: 2.5506, D_loss: 0.0748
Epoch 3/5: 70%|███████████████████████████▉ | 158401/226747 [4:00:33<1:43:47, 10.98it/s][Batch 158400/226747] G_loss: 2.4846, D_loss: 0.0350
Epoch 3/5: 70%|███████████████████████████▉ | 158601/226747 [4:00:51<1:43:30, 10.97it/s][Batch 158600/226747] G_loss: 2.4505, D_loss: 0.0438
Epoch 3/5: 70%|████████████████████████████ | 158801/226747 [4:01:10<1:43:10, 10.98it/s][Batch 158800/226747] G_loss: 2.6755, D_loss: 0.0282
Epoch 3/5: 70%|████████████████████████████ | 159001/226747 [4:01:28<1:42:48, 10.98it/s][Batch 159000/226747] G_loss: 2.4551, D_loss: 0.0468
Epoch 3/5: 70%|████████████████████████████ | 159201/226747 [4:01:46<1:42:38, 10.97it/s][Batch 159200/226747] G_loss: 2.3515, D_loss: 0.0431
Epoch 3/5: 70%|████████████████████████████ | 159401/226747 [4:02:04<1:42:25, 10.96it/s][Batch 159400/226747] G_loss: 2.5739, D_loss: 0.0436
Epoch 3/5: 70%|████████████████████████████▏ | 159601/226747 [4:02:22<1:41:57, 10.98it/s][Batch 159600/226747] G_loss: 2.4140, D_loss: 0.0566
Epoch 3/5: 70%|████████████████████████████▏ | 159801/226747 [4:02:41<1:41:39, 10.98it/s][Batch 159800/226747] G_loss: 2.2217, D_loss: 0.0441
Epoch 3/5: 71%|████████████████████████████▏ | 160001/226747 [4:02:59<1:41:22, 10.97it/s][Batch 160000/226747] G_loss: 2.3865, D_loss: 0.0384
Epoch 3/5: 71%|████████████████████████████▎ | 160201/226747 [4:03:17<1:41:00, 10.98it/s][Batch 160200/226747] G_loss: 2.3365, D_loss: 0.0360
Epoch 3/5: 71%|████████████████████████████▎ | 160401/226747 [4:03:35<1:40:48, 10.97it/s][Batch 160400/226747] G_loss: 2.4541, D_loss: 0.0382
Epoch 3/5: 71%|████████████████████████████▎ | 160601/226747 [4:03:53<1:40:35, 10.96it/s][Batch 160600/226747] G_loss: 2.4390, D_loss: 0.0419
Epoch 3/5: 71%|████████████████████████████▎ | 160801/226747 [4:04:12<1:40:15, 10.96it/s][Batch 160800/226747] G_loss: 2.3586, D_loss: 0.0327
Epoch 3/5: 71%|████████████████████████████▍ | 161001/226747 [4:04:30<1:39:54, 10.97it/s][Batch 161000/226747] G_loss: 2.4117, D_loss: 0.0561
Epoch 3/5: 71%|████████████████████████████▍ | 161201/226747 [4:04:48<1:39:30, 10.98it/s][Batch 161200/226747] G_loss: 2.3842, D_loss: 0.0462
Epoch 3/5: 71%|████████████████████████████▍ | 161401/226747 [4:05:06<1:39:18, 10.97it/s][Batch 161400/226747] G_loss: 2.3563, D_loss: 0.0392
Epoch 3/5: 71%|████████████████████████████▌ | 161601/226747 [4:05:25<1:39:02, 10.96it/s][Batch 161600/226747] G_loss: 2.4616, D_loss: 0.0326
Epoch 3/5: 71%|████████████████████████████▌ | 161801/226747 [4:05:43<1:38:46, 10.96it/s][Batch 161800/226747] G_loss: 2.2411, D_loss: 0.0569
Epoch 3/5: 71%|████████████████████████████▌ | 162001/226747 [4:06:01<1:38:22, 10.97it/s][Batch 162000/226747] G_loss: 2.3222, D_loss: 0.0623
Epoch 3/5: 72%|████████████████████████████▌ | 162201/226747 [4:06:19<1:38:01, 10.97it/s][Batch 162200/226747] G_loss: 2.2713, D_loss: 0.0437
Epoch 3/5: 72%|████████████████████████████▋ | 162401/226747 [4:06:37<1:37:49, 10.96it/s][Batch 162400/226747] G_loss: 2.4525, D_loss: 0.0229
Epoch 3/5: 72%|████████████████████████████▋ | 162601/226747 [4:06:56<1:37:11, 11.00it/s][Batch 162600/226747] G_loss: 2.3171, D_loss: 0.0434
Epoch 3/5: 72%|████████████████████████████▋ | 162801/226747 [4:07:14<1:37:10, 10.97it/s][Batch 162800/226747] G_loss: 2.5933, D_loss: 0.0191
Epoch 3/5: 72%|████████████████████████████▊ | 163001/226747 [4:07:32<1:36:52, 10.97it/s][Batch 163000/226747] G_loss: 2.3168, D_loss: 0.0541
Epoch 3/5: 72%|████████████████████████████▊ | 163201/226747 [4:07:50<1:36:28, 10.98it/s][Batch 163200/226747] G_loss: 2.2134, D_loss: 0.0306
Epoch 3/5: 72%|████████████████████████████▊ | 163401/226747 [4:08:08<1:36:18, 10.96it/s][Batch 163400/226747] G_loss: 2.3174, D_loss: 0.0792
Epoch 3/5: 72%|████████████████████████████▊ | 163601/226747 [4:08:27<1:35:57, 10.97it/s][Batch 163600/226747] G_loss: 2.2676, D_loss: 0.0371
Epoch 3/5: 72%|████████████████████████████▉ | 163801/226747 [4:08:45<1:35:46, 10.95it/s][Batch 163800/226747] G_loss: 2.3731, D_loss: 0.0313
Epoch 3/5: 72%|████████████████████████████▉ | 164001/226747 [4:09:03<1:35:26, 10.96it/s][Batch 164000/226747] G_loss: 2.3919, D_loss: 0.0295
Epoch 3/5: 72%|████████████████████████████▉ | 164201/226747 [4:09:21<1:34:48, 11.00it/s][Batch 164200/226747] G_loss: 2.1637, D_loss: 0.0563
Epoch 3/5: 73%|█████████████████████████████ | 164401/226747 [4:09:39<1:34:49, 10.96it/s][Batch 164400/226747] G_loss: 2.2174, D_loss: 0.0436
Epoch 3/5: 73%|█████████████████████████████ | 164601/226747 [4:09:58<1:34:40, 10.94it/s][Batch 164600/226747] G_loss: 2.3621, D_loss: 0.0269
Epoch 3/5: 73%|█████████████████████████████ | 164801/226747 [4:10:16<1:34:13, 10.96it/s][Batch 164800/226747] G_loss: 2.2602, D_loss: 0.0569
Epoch 3/5: 73%|█████████████████████████████ | 165001/226747 [4:10:34<1:33:51, 10.96it/s][Batch 165000/226747] G_loss: 2.2986, D_loss: 0.0234
Epoch 3/5: 73%|█████████████████████████████▏ | 165201/226747 [4:10:52<1:33:25, 10.98it/s][Batch 165200/226747] G_loss: 2.3211, D_loss: 0.0510
Epoch 3/5: 73%|█████████████████████████████▏ | 165401/226747 [4:11:11<1:33:18, 10.96it/s][Batch 165400/226747] G_loss: 2.2759, D_loss: 0.0510
Epoch 3/5: 73%|█████████████████████████████▏ | 165601/226747 [4:11:29<1:32:55, 10.97it/s][Batch 165600/226747] G_loss: 2.4130, D_loss: 0.0494
Epoch 3/5: 73%|█████████████████████████████▏ | 165801/226747 [4:11:47<1:32:36, 10.97it/s][Batch 165800/226747] G_loss: 2.3390, D_loss: 0.0282
Epoch 3/5: 73%|█████████████████████████████▎ | 166001/226747 [4:12:05<1:32:24, 10.96it/s][Batch 166000/226747] G_loss: 2.5760, D_loss: 0.0747
Epoch 3/5: 73%|█████████████████████████████▎ | 166201/226747 [4:12:23<1:31:58, 10.97it/s][Batch 166200/226747] G_loss: 2.0624, D_loss: 0.0597
Epoch 3/5: 73%|█████████████████████████████▎ | 166401/226747 [4:12:42<1:31:41, 10.97it/s][Batch 166400/226747] G_loss: 2.2402, D_loss: 0.0424
Epoch 3/5: 73%|█████████████████████████████▍ | 166601/226747 [4:13:00<1:31:34, 10.95it/s][Batch 166600/226747] G_loss: 2.3535, D_loss: 0.0367
Epoch 3/5: 74%|█████████████████████████████▍ | 166801/226747 [4:13:18<1:30:57, 10.98it/s][Batch 166800/226747] G_loss: 2.4665, D_loss: 0.0403
Epoch 3/5: 74%|█████████████████████████████▍ | 167001/226747 [4:13:36<1:30:47, 10.97it/s][Batch 167000/226747] G_loss: 2.3938, D_loss: 0.1568
Epoch 3/5: 74%|█████████████████████████████▍ | 167201/226747 [4:13:54<1:30:27, 10.97it/s][Batch 167200/226747] G_loss: 2.1082, D_loss: 0.1197
Epoch 3/5: 74%|█████████████████████████████▌ | 167401/226747 [4:14:13<1:30:17, 10.95it/s][Batch 167400/226747] G_loss: 2.4491, D_loss: 0.1229
Epoch 3/5: 74%|█████████████████████████████▌ | 167601/226747 [4:14:31<1:29:53, 10.97it/s][Batch 167600/226747] G_loss: 2.6399, D_loss: 0.1163
Epoch 3/5: 74%|█████████████████████████████▌ | 167801/226747 [4:14:49<1:29:28, 10.98it/s][Batch 167800/226747] G_loss: 2.3034, D_loss: 0.0634
Epoch 3/5: 74%|█████████████████████████████▋ | 168001/226747 [4:15:07<1:29:10, 10.98it/s][Batch 168000/226747] G_loss: 2.4643, D_loss: 0.0847
Epoch 3/5: 74%|█████████████████████████████▋ | 168201/226747 [4:15:26<1:28:45, 10.99it/s][Batch 168200/226747] G_loss: 2.5613, D_loss: 0.0411
Epoch 3/5: 74%|█████████████████████████████▋ | 168401/226747 [4:15:44<1:28:21, 11.01it/s][Batch 168400/226747] G_loss: 2.6206, D_loss: 0.0495
Epoch 3/5: 74%|█████████████████████████████▋ | 168601/226747 [4:16:02<1:28:34, 10.94it/s][Batch 168600/226747] G_loss: 2.2858, D_loss: 0.0804
Epoch 3/5: 74%|█████████████████████████████▊ | 168801/226747 [4:16:20<1:28:07, 10.96it/s][Batch 168800/226747] G_loss: 2.6305, D_loss: 0.0894
Epoch 3/5: 75%|█████████████████████████████▊ | 169001/226747 [4:16:38<1:27:45, 10.97it/s][Batch 169000/226747] G_loss: 2.4114, D_loss: 0.0657
Epoch 3/5: 75%|█████████████████████████████▊ | 169201/226747 [4:16:57<1:27:27, 10.97it/s][Batch 169200/226747] G_loss: 2.2775, D_loss: 0.0475
Epoch 3/5: 75%|█████████████████████████████▉ | 169401/226747 [4:17:15<1:27:14, 10.96it/s][Batch 169400/226747] G_loss: 2.3677, D_loss: 0.0457
Epoch 3/5: 75%|█████████████████████████████▉ | 169601/226747 [4:17:33<1:26:50, 10.97it/s][Batch 169600/226747] G_loss: 2.2919, D_loss: 0.0352
Epoch 3/5: 75%|█████████████████████████████▉ | 169801/226747 [4:17:51<1:26:31, 10.97it/s][Batch 169800/226747] G_loss: 2.0838, D_loss: 0.0648
Epoch 3/5: 75%|█████████████████████████████▉ | 170001/226747 [4:18:09<1:26:12, 10.97it/s][Batch 170000/226747] G_loss: 2.3998, D_loss: 0.0519
Epoch 3/5: 75%|██████████████████████████████ | 170201/226747 [4:18:28<1:25:55, 10.97it/s][Batch 170200/226747] G_loss: 2.2323, D_loss: 0.0606
Epoch 3/5: 75%|██████████████████████████████ | 170401/226747 [4:18:46<1:25:42, 10.96it/s][Batch 170400/226747] G_loss: 2.4993, D_loss: 0.0361
Epoch 3/5: 75%|██████████████████████████████ | 170601/226747 [4:19:04<1:25:21, 10.96it/s][Batch 170600/226747] G_loss: 2.4408, D_loss: 0.0314
Epoch 3/5: 75%|██████████████████████████████▏ | 170801/226747 [4:19:22<1:24:56, 10.98it/s][Batch 170800/226747] G_loss: 2.4113, D_loss: 0.0213
Epoch 3/5: 75%|██████████████████████████████▏ | 171001/226747 [4:19:40<1:24:37, 10.98it/s][Batch 171000/226747] G_loss: 2.4759, D_loss: 0.0467
Epoch 3/5: 76%|██████████████████████████████▏ | 171201/226747 [4:19:59<1:24:21, 10.97it/s][Batch 171200/226747] G_loss: 2.5069, D_loss: 0.0271
Epoch 3/5: 76%|██████████████████████████████▏ | 171401/226747 [4:20:17<1:23:59, 10.98it/s][Batch 171400/226747] G_loss: 2.5949, D_loss: 0.0292
Epoch 3/5: 76%|██████████████████████████████▎ | 171601/226747 [4:20:35<1:23:42, 10.98it/s][Batch 171600/226747] G_loss: 2.3428, D_loss: 0.0468
Epoch 3/5: 76%|██████████████████████████████▎ | 171801/226747 [4:20:53<1:23:09, 11.01it/s][Batch 171800/226747] G_loss: 2.3740, D_loss: 0.0397
Epoch 3/5: 76%|██████████████████████████████▎ | 172001/226747 [4:21:12<1:23:10, 10.97it/s][Batch 172000/226747] G_loss: 2.4166, D_loss: 0.0205
Epoch 3/5: 76%|██████████████████████████████▍ | 172201/226747 [4:21:30<1:22:50, 10.97it/s][Batch 172200/226747] G_loss: 2.4374, D_loss: 0.0237
Epoch 3/5: 76%|██████████████████████████████▍ | 172401/226747 [4:21:48<1:22:36, 10.96it/s][Batch 172400/226747] G_loss: 2.6096, D_loss: 0.0312
Epoch 3/5: 76%|██████████████████████████████▍ | 172601/226747 [4:22:06<1:22:11, 10.98it/s][Batch 172600/226747] G_loss: 1.9466, D_loss: 0.0950
Epoch 3/5: 76%|██████████████████████████████▍ | 172801/226747 [4:22:24<1:21:52, 10.98it/s][Batch 172800/226747] G_loss: 2.2819, D_loss: 0.0517
Epoch 3/5: 76%|██████████████████████████████▌ | 173001/226747 [4:22:43<1:21:34, 10.98it/s][Batch 173000/226747] G_loss: 2.4441, D_loss: 0.0423
Epoch 3/5: 76%|██████████████████████████████▌ | 173201/226747 [4:23:01<1:21:14, 10.99it/s][Batch 173200/226747] G_loss: 2.1740, D_loss: 0.0487
Epoch 3/5: 76%|██████████████████████████████▌ | 173401/226747 [4:23:19<1:21:04, 10.97it/s][Batch 173400/226747] G_loss: 2.4074, D_loss: 0.0405
Epoch 3/5: 77%|██████████████████████████████▌ | 173601/226747 [4:23:37<1:20:49, 10.96it/s][Batch 173600/226747] G_loss: 2.2769, D_loss: 0.0522
Epoch 3/5: 77%|██████████████████████████████▋ | 173801/226747 [4:23:55<1:20:21, 10.98it/s][Batch 173800/226747] G_loss: 2.4585, D_loss: 0.0490
Epoch 3/5: 77%|██████████████████████████████▋ | 174001/226747 [4:24:14<1:20:16, 10.95it/s][Batch 174000/226747] G_loss: 2.5081, D_loss: 0.0471
Epoch 3/5: 77%|██████████████████████████████▋ | 174201/226747 [4:24:32<1:19:50, 10.97it/s][Batch 174200/226747] G_loss: 2.8194, D_loss: 0.0878
Epoch 3/5: 77%|██████████████████████████████▊ | 174401/226747 [4:24:50<1:19:37, 10.96it/s][Batch 174400/226747] G_loss: 2.4150, D_loss: 0.0595
Epoch 3/5: 77%|██████████████████████████████▊ | 174601/226747 [4:25:08<1:19:14, 10.97it/s][Batch 174600/226747] G_loss: 2.4456, D_loss: 0.0360
Epoch 3/5: 77%|██████████████████████████████▊ | 174801/226747 [4:25:27<1:18:57, 10.97it/s][Batch 174800/226747] G_loss: 2.2883, D_loss: 0.0411
Epoch 3/5: 77%|██████████████████████████████▊ | 175001/226747 [4:25:45<1:18:35, 10.97it/s][Batch 175000/226747] G_loss: 2.5831, D_loss: 0.0387
Epoch 3/5: 77%|██████████████████████████████▉ | 175201/226747 [4:26:03<1:18:30, 10.94it/s][Batch 175200/226747] G_loss: 2.2456, D_loss: 0.0565
Epoch 3/5: 77%|██████████████████████████████▉ | 175401/226747 [4:26:21<1:18:02, 10.97it/s][Batch 175400/226747] G_loss: 2.3779, D_loss: 0.0441
Epoch 3/5: 77%|██████████████████████████████▉ | 175601/226747 [4:26:39<1:17:54, 10.94it/s][Batch 175600/226747] G_loss: 2.1793, D_loss: 0.0463
Epoch 3/5: 78%|███████████████████████████████ | 175801/226747 [4:26:58<1:17:26, 10.96it/s][Batch 175800/226747] G_loss: 2.2096, D_loss: 0.0755
Epoch 3/5: 78%|███████████████████████████████ | 176001/226747 [4:27:16<1:17:10, 10.96it/s][Batch 176000/226747] G_loss: 2.2832, D_loss: 0.0457
Epoch 3/5: 78%|███████████████████████████████ | 176201/226747 [4:27:34<1:16:54, 10.95it/s][Batch 176200/226747] G_loss: 2.2847, D_loss: 0.0332
Epoch 3/5: 78%|███████████████████████████████ | 176401/226747 [4:27:52<1:16:38, 10.95it/s][Batch 176400/226747] G_loss: 2.4097, D_loss: 0.0338
Epoch 3/5: 78%|███████████████████████████████▏ | 176601/226747 [4:28:11<1:16:08, 10.98it/s][Batch 176600/226747] G_loss: 2.3887, D_loss: 0.0262
Epoch 3/5: 78%|███████████████████████████████▏ | 176801/226747 [4:28:29<1:15:52, 10.97it/s][Batch 176800/226747] G_loss: 2.2819, D_loss: 0.0392
Epoch 3/5: 78%|███████████████████████████████▏ | 177001/226747 [4:28:47<1:15:38, 10.96it/s][Batch 177000/226747] G_loss: 2.4478, D_loss: 0.0255
Epoch 3/5: 78%|███████████████████████████████▎ | 177201/226747 [4:29:05<1:15:21, 10.96it/s][Batch 177200/226747] G_loss: 2.3521, D_loss: 0.0261
Epoch 3/5: 78%|███████████████████████████████▎ | 177401/226747 [4:29:23<1:15:01, 10.96it/s][Batch 177400/226747] G_loss: 2.3272, D_loss: 0.0232
Epoch 3/5: 78%|███████████████████████████████▎ | 177601/226747 [4:29:42<1:14:36, 10.98it/s][Batch 177600/226747] G_loss: 2.5767, D_loss: 0.0506
Epoch 3/5: 78%|███████████████████████████████▎ | 177801/226747 [4:30:00<1:14:22, 10.97it/s][Batch 177800/226747] G_loss: 2.5036, D_loss: 0.0351
Epoch 3/5: 79%|███████████████████████████████▍ | 178001/226747 [4:30:18<1:13:57, 10.99it/s][Batch 178000/226747] G_loss: 2.3469, D_loss: 0.0392
Epoch 3/5: 79%|███████████████████████████████▍ | 178201/226747 [4:30:36<1:13:46, 10.97it/s][Batch 178200/226747] G_loss: 2.2483, D_loss: 0.0409
Epoch 3/5: 79%|███████████████████████████████▍ | 178401/226747 [4:30:55<1:13:24, 10.98it/s][Batch 178400/226747] G_loss: 2.3815, D_loss: 0.0278
Epoch 3/5: 79%|███████████████████████████████▌ | 178601/226747 [4:31:13<1:13:01, 10.99it/s][Batch 178600/226747] G_loss: 2.2453, D_loss: 0.0446
Epoch 3/5: 79%|███████████████████████████████▌ | 178801/226747 [4:31:31<1:12:36, 11.01it/s][Batch 178800/226747] G_loss: 2.4278, D_loss: 0.0484
Epoch 3/5: 79%|███████████████████████████████▌ | 179001/226747 [4:31:49<1:12:23, 10.99it/s][Batch 179000/226747] G_loss: 2.4319, D_loss: 0.0405
Epoch 3/5: 79%|███████████████████████████████▌ | 179201/226747 [4:32:07<1:12:10, 10.98it/s][Batch 179200/226747] G_loss: 2.2523, D_loss: 0.0431
Epoch 3/5: 79%|███████████████████████████████▋ | 179401/226747 [4:32:25<1:11:31, 11.03it/s][Batch 179400/226747] G_loss: 2.3047, D_loss: 0.0197
Epoch 3/5: 79%|███████████████████████████████▋ | 179601/226747 [4:32:44<1:11:14, 11.03it/s][Batch 179600/226747] G_loss: 2.1518, D_loss: 0.0420
Epoch 3/5: 79%|███████████████████████████████▋ | 179801/226747 [4:33:02<1:10:56, 11.03it/s][Batch 179800/226747] G_loss: 2.2976, D_loss: 0.0700
Epoch 3/5: 79%|███████████████████████████████▊ | 180001/226747 [4:33:20<1:10:31, 11.05it/s][Batch 180000/226747] G_loss: 2.3054, D_loss: 0.0425
Epoch 3/5: 79%|███████████████████████████████▊ | 180201/226747 [4:33:38<1:10:18, 11.03it/s][Batch 180200/226747] G_loss: 2.4689, D_loss: 0.0350
Epoch 3/5: 80%|███████████████████████████████▊ | 180401/226747 [4:33:56<1:10:21, 10.98it/s][Batch 180400/226747] G_loss: 2.3174, D_loss: 0.0265
Epoch 3/5: 80%|███████████████████████████████▊ | 180601/226747 [4:34:14<1:09:41, 11.04it/s][Batch 180600/226747] G_loss: 1.8517, D_loss: 0.1288
Epoch 3/5: 80%|███████████████████████████████▉ | 180801/226747 [4:34:32<1:09:45, 10.98it/s][Batch 180800/226747] G_loss: 2.2040, D_loss: 0.0442
Epoch 3/5: 80%|███████████████████████████████▉ | 181001/226747 [4:34:51<1:09:24, 10.99it/s][Batch 181000/226747] G_loss: 2.2202, D_loss: 0.0609
Epoch 3/5: 80%|███████████████████████████████▉ | 181201/226747 [4:35:09<1:08:44, 11.04it/s][Batch 181200/226747] G_loss: 2.2462, D_loss: 0.0422
Epoch 3/5: 80%|████████████████████████████████ | 181401/226747 [4:35:27<1:08:32, 11.03it/s][Batch 181400/226747] G_loss: 2.3801, D_loss: 0.0304
Epoch 3/5: 80%|████████████████████████████████ | 181601/226747 [4:35:45<1:08:07, 11.05it/s][Batch 181600/226747] G_loss: 2.3304, D_loss: 0.0699
Epoch 3/5: 80%|████████████████████████████████ | 181801/226747 [4:36:03<1:09:01, 10.85it/s][Batch 181800/226747] G_loss: 2.1210, D_loss: 0.0646
Epoch 3/5: 80%|████████████████████████████████ | 182001/226747 [4:36:21<1:07:36, 11.03it/s][Batch 182000/226747] G_loss: 2.2709, D_loss: 0.0601
Epoch 3/5: 80%|████████████████████████████████▏ | 182201/226747 [4:36:39<1:07:14, 11.04it/s][Batch 182200/226747] G_loss: 2.2850, D_loss: 0.0231
Epoch 3/5: 80%|████████████████████████████████▏ | 182401/226747 [4:36:57<1:07:20, 10.98it/s][Batch 182400/226747] G_loss: 2.3073, D_loss: 0.0354
Epoch 3/5: 81%|████████████████████████████████▏ | 182601/226747 [4:37:16<1:06:47, 11.02it/s][Batch 182600/226747] G_loss: 2.3365, D_loss: 0.0350
Epoch 3/5: 81%|████████████████████████████████▏ | 182801/226747 [4:37:34<1:06:24, 11.03it/s][Batch 182800/226747] G_loss: 2.3041, D_loss: 0.0509
Epoch 3/5: 81%|████████████████████████████████▎ | 183001/226747 [4:37:52<1:06:27, 10.97it/s][Batch 183000/226747] G_loss: 2.3515, D_loss: 0.0690
Epoch 3/5: 81%|████████████████████████████████▎ | 183201/226747 [4:38:10<1:06:07, 10.98it/s][Batch 183200/226747] G_loss: 2.4472, D_loss: 0.0330
Epoch 3/5: 81%|████████████████████████████████▎ | 183401/226747 [4:38:28<1:05:34, 11.02it/s][Batch 183400/226747] G_loss: 2.3873, D_loss: 0.0693
Epoch 3/5: 81%|████████████████████████████████▍ | 183601/226747 [4:38:46<1:05:35, 10.96it/s][Batch 183600/226747] G_loss: 2.2900, D_loss: 0.0356
Epoch 3/5: 81%|████████████████████████████████▍ | 183801/226747 [4:39:04<1:04:51, 11.04it/s][Batch 183800/226747] G_loss: 2.4576, D_loss: 0.0334
Epoch 3/5: 81%|████████████████████████████████▍ | 184001/226747 [4:39:23<1:04:34, 11.03it/s][Batch 184000/226747] G_loss: 2.2603, D_loss: 0.0716
Epoch 3/5: 81%|████████████████████████████████▍ | 184201/226747 [4:39:41<1:04:33, 10.98it/s][Batch 184200/226747] G_loss: 2.1474, D_loss: 0.0462
Epoch 3/5: 81%|████████████████████████████████▌ | 184401/226747 [4:39:59<1:04:00, 11.03it/s][Batch 184400/226747] G_loss: 2.3822, D_loss: 0.0238
Epoch 3/5: 81%|████████████████████████████████▌ | 184601/226747 [4:40:17<1:03:43, 11.02it/s][Batch 184600/226747] G_loss: 2.2515, D_loss: 0.0487
Epoch 3/5: 82%|████████████████████████████████▌ | 184801/226747 [4:40:35<1:03:23, 11.03it/s][Batch 184800/226747] G_loss: 2.2519, D_loss: 0.0792
Epoch 3/5: 82%|████████████████████████████████▋ | 185001/226747 [4:40:53<1:03:09, 11.02it/s][Batch 185000/226747] G_loss: 2.2729, D_loss: 0.1136
Epoch 3/5: 82%|████████████████████████████████▋ | 185201/226747 [4:41:11<1:02:44, 11.04it/s][Batch 185200/226747] G_loss: 2.2924, D_loss: 0.0302
Epoch 3/5: 82%|████████████████████████████████▋ | 185401/226747 [4:41:29<1:02:27, 11.03it/s][Batch 185400/226747] G_loss: 2.3115, D_loss: 0.0417
Epoch 3/5: 82%|████████████████████████████████▋ | 185601/226747 [4:41:48<1:02:10, 11.03it/s][Batch 185600/226747] G_loss: 2.3223, D_loss: 0.0287
Epoch 3/5: 82%|████████████████████████████████▊ | 185801/226747 [4:42:06<1:01:47, 11.04it/s][Batch 185800/226747] G_loss: 2.3875, D_loss: 0.0314
Epoch 3/5: 82%|████████████████████████████████▊ | 186001/226747 [4:42:24<1:01:35, 11.03it/s][Batch 186000/226747] G_loss: 2.4021, D_loss: 0.0442
Epoch 3/5: 82%|████████████████████████████████▊ | 186201/226747 [4:42:42<1:01:19, 11.02it/s][Batch 186200/226747] G_loss: 2.2940, D_loss: 0.0319
Epoch 3/5: 82%|████████████████████████████████▉ | 186401/226747 [4:43:00<1:00:55, 11.04it/s][Batch 186400/226747] G_loss: 2.3486, D_loss: 0.0216
Epoch 3/5: 82%|████████████████████████████████▉ | 186601/226747 [4:43:18<1:00:39, 11.03it/s][Batch 186600/226747] G_loss: 2.2276, D_loss: 0.0464
Epoch 3/5: 82%|████████████████████████████████▉ | 186801/226747 [4:43:36<1:00:19, 11.03it/s][Batch 186800/226747] G_loss: 2.2731, D_loss: 0.0701
Epoch 3/5: 82%|████████████████████████████████▉ | 187001/226747 [4:43:54<1:00:03, 11.03it/s][Batch 187000/226747] G_loss: 2.3870, D_loss: 0.0479
Epoch 3/5: 83%|██████████████████████████████████▋ | 187201/226747 [4:44:12<59:42, 11.04it/s][Batch 187200/226747] G_loss: 2.1538, D_loss: 0.0491
Epoch 3/5: 83%|██████████████████████████████████▋ | 187401/226747 [4:44:31<59:31, 11.02it/s][Batch 187400/226747] G_loss: 2.3542, D_loss: 0.0588
Epoch 3/5: 83%|██████████████████████████████████▋ | 187601/226747 [4:44:49<59:24, 10.98it/s][Batch 187600/226747] G_loss: 2.1713, D_loss: 0.0817
Epoch 3/5: 83%|██████████████████████████████████▊ | 187801/226747 [4:45:07<59:03, 10.99it/s][Batch 187800/226747] G_loss: 2.3367, D_loss: 0.0300
Epoch 3/5: 83%|██████████████████████████████████▊ | 188001/226747 [4:45:25<58:34, 11.03it/s][Batch 188000/226747] G_loss: 2.3877, D_loss: 0.0267
Epoch 3/5: 83%|██████████████████████████████████▊ | 188201/226747 [4:45:43<58:11, 11.04it/s][Batch 188200/226747] G_loss: 2.1506, D_loss: 0.0853
Epoch 3/5: 83%|██████████████████████████████████▉ | 188401/226747 [4:46:01<57:56, 11.03it/s][Batch 188400/226747] G_loss: 2.3074, D_loss: 0.0491
Epoch 3/5: 83%|██████████████████████████████████▉ | 188601/226747 [4:46:19<57:37, 11.03it/s][Batch 188600/226747] G_loss: 2.2745, D_loss: 0.0443
Epoch 3/5: 83%|██████████████████████████████████▉ | 188801/226747 [4:46:38<57:19, 11.03it/s][Batch 188800/226747] G_loss: 2.2996, D_loss: 0.0264
Epoch 3/5: 83%|███████████████████████████████████ | 189001/226747 [4:46:56<57:01, 11.03it/s][Batch 189000/226747] G_loss: 2.3615, D_loss: 0.0429
Epoch 3/5: 83%|███████████████████████████████████ | 189201/226747 [4:47:14<56:45, 11.03it/s][Batch 189200/226747] G_loss: 2.2649, D_loss: 0.1748
Epoch 3/5: 84%|███████████████████████████████████ | 189401/226747 [4:47:32<56:27, 11.02it/s][Batch 189400/226747] G_loss: 2.1783, D_loss: 0.0876
Epoch 3/5: 84%|███████████████████████████████████ | 189601/226747 [4:47:50<56:09, 11.03it/s][Batch 189600/226747] G_loss: 2.3258, D_loss: 0.0534
Epoch 3/5: 84%|███████████████████████████████████▏ | 189801/226747 [4:48:08<55:46, 11.04it/s][Batch 189800/226747] G_loss: 2.1756, D_loss: 0.0636
Epoch 3/5: 84%|███████████████████████████████████▏ | 190001/226747 [4:48:26<55:38, 11.01it/s][Batch 190000/226747] G_loss: 2.2599, D_loss: 0.0453
Epoch 3/5: 84%|███████████████████████████████████▏ | 190201/226747 [4:48:44<55:11, 11.04it/s][Batch 190200/226747] G_loss: 2.2302, D_loss: 0.0491
Epoch 3/5: 84%|███████████████████████████████████▎ | 190401/226747 [4:49:03<54:53, 11.03it/s][Batch 190400/226747] G_loss: 2.3035, D_loss: 0.0397
Epoch 3/5: 84%|███████████████████████████████████▎ | 190601/226747 [4:49:21<54:36, 11.03it/s][Batch 190600/226747] G_loss: 2.3550, D_loss: 0.0417
Epoch 3/5: 84%|███████████████████████████████████▎ | 190801/226747 [4:49:39<54:21, 11.02it/s][Batch 190800/226747] G_loss: 2.2337, D_loss: 0.0364
Epoch 3/5: 84%|███████████████████████████████████▍ | 191001/226747 [4:49:57<53:59, 11.03it/s][Batch 191000/226747] G_loss: 2.4168, D_loss: 0.0287
Epoch 3/5: 84%|███████████████████████████████████▍ | 191201/226747 [4:50:15<53:56, 10.98it/s][Batch 191200/226747] G_loss: 2.4018, D_loss: 0.0683
Epoch 3/5: 84%|███████████████████████████████████▍ | 191401/226747 [4:50:33<53:21, 11.04it/s][Batch 191400/226747] G_loss: 2.2654, D_loss: 0.0352
Epoch 3/5: 84%|███████████████████████████████████▍ | 191601/226747 [4:50:51<53:05, 11.03it/s][Batch 191600/226747] G_loss: 2.2182, D_loss: 0.0496
Epoch 3/5: 85%|███████████████████████████████████▌ | 191801/226747 [4:51:09<52:44, 11.04it/s][Batch 191800/226747] G_loss: 2.3798, D_loss: 0.0420
Epoch 3/5: 85%|███████████████████████████████████▌ | 192001/226747 [4:51:28<52:27, 11.04it/s][Batch 192000/226747] G_loss: 2.2677, D_loss: 0.0371
Epoch 3/5: 85%|███████████████████████████████████▌ | 192201/226747 [4:51:46<52:22, 10.99it/s][Batch 192200/226747] G_loss: 2.5380, D_loss: 0.0279
Epoch 3/5: 85%|███████████████████████████████████▋ | 192401/226747 [4:52:04<51:52, 11.03it/s][Batch 192400/226747] G_loss: 2.5038, D_loss: 0.0449
Epoch 3/5: 85%|███████████████████████████████████▋ | 192601/226747 [4:52:22<51:39, 11.02it/s][Batch 192600/226747] G_loss: 2.1812, D_loss: 0.0319
Epoch 3/5: 85%|███████████████████████████████████▋ | 192801/226747 [4:52:40<51:16, 11.03it/s][Batch 192800/226747] G_loss: 2.2793, D_loss: 0.0315
Epoch 3/5: 85%|███████████████████████████████████▋ | 193001/226747 [4:52:58<50:59, 11.03it/s][Batch 193000/226747] G_loss: 2.2328, D_loss: 0.0300
Epoch 3/5: 85%|███████████████████████████████████▊ | 193201/226747 [4:53:16<50:41, 11.03it/s][Batch 193200/226747] G_loss: 2.2168, D_loss: 0.0333
Epoch 3/5: 85%|███████████████████████████████████▊ | 193401/226747 [4:53:34<50:22, 11.03it/s][Batch 193400/226747] G_loss: 2.2290, D_loss: 0.0322
Epoch 3/5: 85%|███████████████████████████████████▊ | 193601/226747 [4:53:53<50:07, 11.02it/s][Batch 193600/226747] G_loss: 2.2166, D_loss: 0.0734
Epoch 3/5: 85%|███████████████████████████████████▉ | 193801/226747 [4:54:11<49:57, 10.99it/s][Batch 193800/226747] G_loss: 2.1495, D_loss: 0.0746
Epoch 3/5: 86%|███████████████████████████████████▉ | 194001/226747 [4:54:29<49:30, 11.02it/s][Batch 194000/226747] G_loss: 2.3685, D_loss: 0.0331
Epoch 3/5: 86%|███████████████████████████████████▉ | 194201/226747 [4:54:47<49:07, 11.04it/s][Batch 194200/226747] G_loss: 2.4630, D_loss: 0.0532
Epoch 3/5: 86%|████████████████████████████████████ | 194401/226747 [4:55:05<48:48, 11.04it/s][Batch 194400/226747] G_loss: 2.3686, D_loss: 0.0630
Epoch 3/5: 86%|████████████████████████████████████ | 194601/226747 [4:55:23<48:32, 11.04it/s][Batch 194600/226747] G_loss: 2.2809, D_loss: 0.0362
Epoch 3/5: 86%|████████████████████████████████████ | 194801/226747 [4:55:41<48:14, 11.04it/s][Batch 194800/226747] G_loss: 2.2559, D_loss: 0.0644
Epoch 3/5: 86%|████████████████████████████████████ | 195001/226747 [4:55:59<47:57, 11.03it/s][Batch 195000/226747] G_loss: 2.3166, D_loss: 0.0340
Epoch 3/5: 86%|████████████████████████████████████▏ | 195201/226747 [4:56:18<47:38, 11.03it/s][Batch 195200/226747] G_loss: 2.2861, D_loss: 0.0630
Epoch 3/5: 86%|████████████████████████████████████▏ | 195401/226747 [4:56:36<47:24, 11.02it/s][Batch 195400/226747] G_loss: 2.5639, D_loss: 0.0445
Epoch 3/5: 86%|████████████████████████████████████▏ | 195601/226747 [4:56:54<47:03, 11.03it/s][Batch 195600/226747] G_loss: 2.2892, D_loss: 0.0315
Epoch 3/5: 86%|████████████████████████████████████▎ | 195801/226747 [4:57:12<46:56, 10.99it/s][Batch 195800/226747] G_loss: 2.2734, D_loss: 0.1044
Epoch 3/5: 86%|████████████████████████████████████▎ | 196001/226747 [4:57:30<46:29, 11.02it/s][Batch 196000/226747] G_loss: 2.1563, D_loss: 0.0338
Epoch 3/5: 87%|████████████████████████████████████▎ | 196201/226747 [4:57:48<46:09, 11.03it/s][Batch 196200/226747] G_loss: 2.3065, D_loss: 0.0433
Epoch 3/5: 87%|████████████████████████████████████▍ | 196401/226747 [4:58:06<45:53, 11.02it/s][Batch 196400/226747] G_loss: 2.2285, D_loss: 0.0300
Epoch 3/5: 87%|████████████████████████████████████▍ | 196601/226747 [4:58:24<45:34, 11.02it/s][Batch 196600/226747] G_loss: 2.1896, D_loss: 0.0422
Epoch 3/5: 87%|████████████████████████████████████▍ | 196801/226747 [4:58:43<47:20, 10.54it/s][Batch 196800/226747] G_loss: 2.2982, D_loss: 0.0424
Epoch 3/5: 87%|████████████████████████████████████▍ | 197001/226747 [4:59:01<44:56, 11.03it/s][Batch 197000/226747] G_loss: 2.1740, D_loss: 0.0353
Epoch 3/5: 87%|████████████████████████████████████▌ | 197201/226747 [4:59:19<44:39, 11.03it/s][Batch 197200/226747] G_loss: 2.1694, D_loss: 0.0399
Epoch 3/5: 87%|████████████████████████████████████▌ | 197401/226747 [4:59:37<44:17, 11.04it/s][Batch 197400/226747] G_loss: 2.4110, D_loss: 0.0287
Epoch 3/5: 87%|████████████████████████████████████▌ | 197601/226747 [4:59:55<44:19, 10.96it/s][Batch 197600/226747] G_loss: 2.2080, D_loss: 0.1067
Epoch 3/5: 87%|████████████████████████████████████▋ | 197801/226747 [5:00:13<43:46, 11.02it/s][Batch 197800/226747] G_loss: 2.4999, D_loss: 0.0233
Epoch 3/5: 87%|████████████████████████████████████▋ | 198001/226747 [5:00:31<43:28, 11.02it/s][Batch 198000/226747] G_loss: 2.3564, D_loss: 0.0344
Epoch 3/5: 87%|████████████████████████████████████▋ | 198201/226747 [5:00:49<43:04, 11.04it/s][Batch 198200/226747] G_loss: 2.4177, D_loss: 0.0348
Epoch 3/5: 87%|████████████████████████████████████▋ | 198401/226747 [5:01:08<42:53, 11.01it/s][Batch 198400/226747] G_loss: 2.1150, D_loss: 0.0693
Epoch 3/5: 88%|████████████████████████████████████▊ | 198601/226747 [5:01:26<42:32, 11.03it/s][Batch 198600/226747] G_loss: 2.2620, D_loss: 0.0424
Epoch 3/5: 88%|████████████████████████████████████▊ | 198801/226747 [5:01:44<42:13, 11.03it/s][Batch 198800/226747] G_loss: 2.2633, D_loss: 0.0488
Epoch 3/5: 88%|████████████████████████████████████▊ | 199001/226747 [5:02:02<41:57, 11.02it/s][Batch 199000/226747] G_loss: 2.3594, D_loss: 0.0336
Epoch 3/5: 88%|████████████████████████████████████▉ | 199201/226747 [5:02:20<41:33, 11.05it/s][Batch 199200/226747] G_loss: 2.2156, D_loss: 0.0769
Epoch 3/5: 88%|████████████████████████████████████▉ | 199401/226747 [5:02:38<41:19, 11.03it/s][Batch 199400/226747] G_loss: 2.3507, D_loss: 0.0272
Epoch 3/5: 88%|████████████████████████████████████▉ | 199601/226747 [5:02:56<41:00, 11.03it/s][Batch 199600/226747] G_loss: 2.2799, D_loss: 0.0413
Epoch 3/5: 88%|█████████████████████████████████████ | 199801/226747 [5:03:14<40:41, 11.04it/s][Batch 199800/226747] G_loss: 2.3893, D_loss: 0.0200
Epoch 3/5: 88%|█████████████████████████████████████ | 200001/226747 [5:03:33<40:25, 11.03it/s][Batch 200000/226747] G_loss: 2.3648, D_loss: 0.0382
Epoch 3/5: 88%|█████████████████████████████████████ | 200201/226747 [5:03:51<40:07, 11.03it/s][Batch 200200/226747] G_loss: 2.2828, D_loss: 0.0382
Epoch 3/5: 88%|█████████████████████████████████████ | 200401/226747 [5:04:09<39:48, 11.03it/s][Batch 200400/226747] G_loss: 2.3864, D_loss: 0.0298
Epoch 3/5: 88%|█████████████████████████████████████▏ | 200601/226747 [5:04:27<39:29, 11.03it/s][Batch 200600/226747] G_loss: 2.2556, D_loss: 0.0541
Epoch 3/5: 89%|█████████████████████████████████████▏ | 200801/226747 [5:04:45<39:12, 11.03it/s][Batch 200800/226747] G_loss: 2.2008, D_loss: 0.0577
Epoch 3/5: 89%|█████████████████████████████████████▏ | 201001/226747 [5:05:03<38:54, 11.03it/s][Batch 201000/226747] G_loss: 2.2036, D_loss: 0.0351
Epoch 3/5: 89%|█████████████████████████████████████▎ | 201201/226747 [5:05:21<38:32, 11.05it/s][Batch 201200/226747] G_loss: 2.4065, D_loss: 0.0567
Epoch 3/5: 89%|█████████████████████████████████████▎ | 201401/226747 [5:05:39<38:18, 11.02it/s][Batch 201400/226747] G_loss: 2.0000, D_loss: 0.0494
Epoch 3/5: 89%|█████████████████████████████████████▎ | 201601/226747 [5:05:58<38:01, 11.02it/s][Batch 201600/226747] G_loss: 2.2497, D_loss: 0.0286
Epoch 3/5: 89%|█████████████████████████████████████▍ | 201801/226747 [5:06:16<37:40, 11.04it/s][Batch 201800/226747] G_loss: 2.3151, D_loss: 0.0312
Epoch 3/5: 89%|█████████████████████████████████████▍ | 202001/226747 [5:06:34<37:20, 11.05it/s][Batch 202000/226747] G_loss: 1.9892, D_loss: 0.0749
Epoch 3/5: 89%|█████████████████████████████████████▍ | 202201/226747 [5:06:52<37:06, 11.03it/s][Batch 202200/226747] G_loss: 2.2800, D_loss: 0.0246
Epoch 3/5: 89%|█████████████████████████████████████▍ | 202401/226747 [5:07:10<36:46, 11.03it/s][Batch 202400/226747] G_loss: 2.1605, D_loss: 0.0278
Epoch 3/5: 89%|█████████████████████████████████████▌ | 202601/226747 [5:07:28<36:33, 11.01it/s][Batch 202600/226747] G_loss: 2.4787, D_loss: 0.0239
Epoch 3/5: 89%|█████████████████████████████████████▌ | 202801/226747 [5:07:46<36:13, 11.02it/s][Batch 202800/226747] G_loss: 2.2455, D_loss: 0.0594
Epoch 3/5: 90%|█████████████████████████████████████▌ | 203001/226747 [5:08:04<35:53, 11.03it/s][Batch 203000/226747] G_loss: 2.3756, D_loss: 0.0756
Epoch 3/5: 90%|█████████████████████████████████████▋ | 203201/226747 [5:08:23<35:35, 11.03it/s][Batch 203200/226747] G_loss: 2.3300, D_loss: 0.0765
Epoch 3/5: 90%|█████████████████████████████████████▋ | 203401/226747 [5:08:41<35:18, 11.02it/s][Batch 203400/226747] G_loss: 2.3348, D_loss: 0.0502
Epoch 3/5: 90%|█████████████████████████████████████▋ | 203601/226747 [5:08:59<34:56, 11.04it/s][Batch 203600/226747] G_loss: 2.4474, D_loss: 0.0579
Epoch 3/5: 90%|█████████████████████████████████████▋ | 203801/226747 [5:09:17<34:53, 10.96it/s][Batch 203800/226747] G_loss: 2.1645, D_loss: 0.0568
Epoch 3/5: 90%|█████████████████████████████████████▊ | 204001/226747 [5:09:35<34:22, 11.03it/s][Batch 204000/226747] G_loss: 2.2787, D_loss: 0.0690
Epoch 3/5: 90%|█████████████████████████████████████▊ | 204201/226747 [5:09:53<34:05, 11.02it/s][Batch 204200/226747] G_loss: 2.3219, D_loss: 0.0268
Epoch 3/5: 90%|█████████████████████████████████████▊ | 204401/226747 [5:10:11<33:46, 11.03it/s][Batch 204400/226747] G_loss: 2.3951, D_loss: 0.0278
Epoch 3/5: 90%|█████████████████████████████████████▉ | 204601/226747 [5:10:29<33:28, 11.02it/s][Batch 204600/226747] G_loss: 2.1479, D_loss: 0.0765
Epoch 3/5: 90%|█████████████████████████████████████▉ | 204801/226747 [5:10:48<33:09, 11.03it/s][Batch 204800/226747] G_loss: 2.3006, D_loss: 0.0438
Epoch 3/5: 90%|█████████████████████████████████████▉ | 205001/226747 [5:11:06<32:59, 10.98it/s][Batch 205000/226747] G_loss: 2.1764, D_loss: 0.0425
Epoch 3/5: 90%|██████████████████████████████████████ | 205201/226747 [5:11:24<32:36, 11.01it/s][Batch 205200/226747] G_loss: 2.3301, D_loss: 0.0313
Epoch 3/5: 91%|██████████████████████████████████████ | 205401/226747 [5:11:42<32:19, 11.00it/s][Batch 205400/226747] G_loss: 2.1684, D_loss: 0.0397
Epoch 3/5: 91%|██████████████████████████████████████ | 205601/226747 [5:12:00<32:02, 11.00it/s][Batch 205600/226747] G_loss: 2.3043, D_loss: 0.0536
Epoch 3/5: 91%|██████████████████████████████████████ | 205801/226747 [5:12:18<31:40, 11.02it/s][Batch 205800/226747] G_loss: 2.2242, D_loss: 0.0439
Epoch 3/5: 91%|██████████████████████████████████████▏ | 206001/226747 [5:12:36<31:30, 10.97it/s][Batch 206000/226747] G_loss: 2.1863, D_loss: 0.0753
Epoch 3/5: 91%|██████████████████████████████████████▏ | 206201/226747 [5:12:55<31:09, 10.99it/s][Batch 206200/226747] G_loss: 2.3183, D_loss: 0.0389
Epoch 3/5: 91%|██████████████████████████████████████▏ | 206401/226747 [5:13:13<30:43, 11.04it/s][Batch 206400/226747] G_loss: 2.2732, D_loss: 0.0344
Epoch 3/5: 91%|██████████████████████████████████████▎ | 206601/226747 [5:13:31<30:28, 11.02it/s][Batch 206600/226747] G_loss: 2.2983, D_loss: 0.0408
Epoch 3/5: 91%|██████████████████████████████████████▎ | 206801/226747 [5:13:49<30:07, 11.03it/s][Batch 206800/226747] G_loss: 2.0726, D_loss: 0.0755
Epoch 3/5: 91%|██████████████████████████████████████▎ | 207001/226747 [5:14:07<29:50, 11.03it/s][Batch 207000/226747] G_loss: 2.4571, D_loss: 0.0207
Epoch 3/5: 91%|██████████████████████████████████████▍ | 207201/226747 [5:14:25<29:47, 10.94it/s][Batch 207200/226747] G_loss: 2.3394, D_loss: 0.0268
Epoch 3/5: 91%|██████████████████████████████████████▍ | 207401/226747 [5:14:43<29:14, 11.03it/s][Batch 207400/226747] G_loss: 2.4318, D_loss: 0.0255
Epoch 3/5: 92%|██████████████████████████████████████▍ | 207601/226747 [5:15:02<28:56, 11.02it/s][Batch 207600/226747] G_loss: 2.2965, D_loss: 0.0264
Epoch 3/5: 92%|██████████████████████████████████████▍ | 207801/226747 [5:15:20<28:38, 11.02it/s][Batch 207800/226747] G_loss: 2.1755, D_loss: 0.0418
Epoch 3/5: 92%|██████████████████████████████████████▌ | 208001/226747 [5:15:38<28:19, 11.03it/s][Batch 208000/226747] G_loss: 2.3445, D_loss: 0.0451
Epoch 3/5: 92%|██████████████████████████████████████▌ | 208201/226747 [5:15:56<27:58, 11.05it/s][Batch 208200/226747] G_loss: 2.4624, D_loss: 0.0482
Epoch 3/5: 92%|██████████████████████████████████████▌ | 208401/226747 [5:16:14<27:49, 10.99it/s][Batch 208400/226747] G_loss: 2.4613, D_loss: 0.0271
Epoch 3/5: 92%|██████████████████████████████████████▋ | 208601/226747 [5:16:32<27:24, 11.03it/s][Batch 208600/226747] G_loss: 2.3003, D_loss: 0.0501
Epoch 3/5: 92%|██████████████████████████████████████▋ | 208801/226747 [5:16:50<27:07, 11.03it/s][Batch 208800/226747] G_loss: 2.2733, D_loss: 0.0559
Epoch 3/5: 92%|██████████████████████████████████████▋ | 209001/226747 [5:17:08<26:47, 11.04it/s][Batch 209000/226747] G_loss: 2.2935, D_loss: 0.0399
Epoch 3/5: 92%|██████████████████████████████████████▋ | 209201/226747 [5:17:26<26:30, 11.03it/s][Batch 209200/226747] G_loss: 2.3457, D_loss: 0.0498
Epoch 3/5: 92%|██████████████████████████████████████▊ | 209401/226747 [5:17:45<26:12, 11.03it/s][Batch 209400/226747] G_loss: 2.3198, D_loss: 0.0288
Epoch 3/5: 92%|██████████████████████████████████████▊ | 209601/226747 [5:18:03<25:57, 11.01it/s][Batch 209600/226747] G_loss: 2.2449, D_loss: 0.0713
Epoch 3/5: 93%|██████████████████████████████████████▊ | 209801/226747 [5:18:21<25:35, 11.03it/s][Batch 209800/226747] G_loss: 2.1284, D_loss: 0.0446
Epoch 3/5: 93%|██████████████████████████████████████▉ | 210001/226747 [5:18:39<25:16, 11.04it/s][Batch 210000/226747] G_loss: 2.4993, D_loss: 0.0304
Epoch 3/5: 93%|██████████████████████████████████████▉ | 210201/226747 [5:18:57<25:00, 11.03it/s][Batch 210200/226747] G_loss: 2.3591, D_loss: 0.0175
Epoch 3/5: 93%|██████████████████████████████████████▉ | 210401/226747 [5:19:15<24:44, 11.01it/s][Batch 210400/226747] G_loss: 2.2585, D_loss: 0.0208
Epoch 3/5: 93%|███████████████████████████████████████ | 210601/226747 [5:19:33<24:23, 11.03it/s][Batch 210600/226747] G_loss: 2.2676, D_loss: 0.1481
Epoch 3/5: 93%|███████████████████████████████████████ | 210801/226747 [5:19:51<24:04, 11.04it/s][Batch 210800/226747] G_loss: 2.2347, D_loss: 0.1516
Epoch 3/5: 93%|███████████████████████████████████████ | 211001/226747 [5:20:10<23:46, 11.04it/s][Batch 211000/226747] G_loss: 2.1096, D_loss: 0.0953
Epoch 3/5: 93%|███████████████████████████████████████ | 211201/226747 [5:20:28<23:29, 11.03it/s][Batch 211200/226747] G_loss: 2.4604, D_loss: 0.0716
Epoch 3/5: 93%|███████████████████████████████████████▏ | 211401/226747 [5:20:46<23:11, 11.03it/s][Batch 211400/226747] G_loss: 2.3764, D_loss: 0.0742
Epoch 3/5: 93%|███████████████████████████████████████▏ | 211601/226747 [5:21:04<22:53, 11.03it/s][Batch 211600/226747] G_loss: 2.4898, D_loss: 0.0504
Epoch 3/5: 93%|███████████████████████████████████████▏ | 211801/226747 [5:21:22<22:35, 11.03it/s][Batch 211800/226747] G_loss: 2.4548, D_loss: 0.0539
Epoch 3/5: 93%|███████████████████████████████████████▎ | 212001/226747 [5:21:40<22:14, 11.05it/s][Batch 212000/226747] G_loss: 2.5290, D_loss: 0.0388
Epoch 3/5: 94%|███████████████████████████████████████▎ | 212201/226747 [5:21:58<21:57, 11.04it/s][Batch 212200/226747] G_loss: 2.2624, D_loss: 0.0464
Epoch 3/5: 94%|███████████████████████████████████████▎ | 212401/226747 [5:22:16<21:42, 11.02it/s][Batch 212400/226747] G_loss: 2.2429, D_loss: 0.0586
Epoch 3/5: 94%|███████████████████████████████████████▍ | 212601/226747 [5:22:35<21:22, 11.03it/s][Batch 212600/226747] G_loss: 2.4821, D_loss: 0.0494
Epoch 3/5: 94%|███████████████████████████████████████▍ | 212801/226747 [5:22:53<21:03, 11.03it/s][Batch 212800/226747] G_loss: 2.5609, D_loss: 0.0417
Epoch 3/5: 94%|███████████████████████████████████████▍ | 213001/226747 [5:23:11<20:53, 10.97it/s][Batch 213000/226747] G_loss: 2.5279, D_loss: 0.0334
Epoch 3/5: 94%|███████████████████████████████████████▍ | 213201/226747 [5:23:29<20:28, 11.02it/s][Batch 213200/226747] G_loss: 2.3303, D_loss: 0.0525
Epoch 3/5: 94%|███████████████████████████████████████▌ | 213401/226747 [5:23:47<20:09, 11.03it/s][Batch 213400/226747] G_loss: 2.4537, D_loss: 0.0472
Epoch 3/5: 94%|███████████████████████████████████████▌ | 213601/226747 [5:24:05<19:50, 11.04it/s][Batch 213600/226747] G_loss: 2.2027, D_loss: 0.1476
Epoch 3/5: 94%|███████████████████████████████████████▌ | 213801/226747 [5:24:23<19:32, 11.05it/s][Batch 213800/226747] G_loss: 2.1980, D_loss: 0.0753
Epoch 3/5: 94%|███████████████████████████████████████▋ | 214001/226747 [5:24:41<19:14, 11.04it/s][Batch 214000/226747] G_loss: 2.7890, D_loss: 0.0339
Epoch 3/5: 94%|███████████████████████████████████████▋ | 214201/226747 [5:25:00<19:02, 10.98it/s][Batch 214200/226747] G_loss: 2.3263, D_loss: 0.0435
Epoch 3/5: 95%|███████████████████████████████████████▋ | 214401/226747 [5:25:18<18:40, 11.02it/s][Batch 214400/226747] G_loss: 2.3722, D_loss: 0.0420
Epoch 3/5: 95%|███████████████████████████████████████▊ | 214601/226747 [5:25:36<18:23, 11.01it/s][Batch 214600/226747] G_loss: 2.3326, D_loss: 0.0352
Epoch 3/5: 95%|███████████████████████████████████████▊ | 214801/226747 [5:25:54<18:01, 11.05it/s][Batch 214800/226747] G_loss: 2.2889, D_loss: 0.0467
Epoch 3/5: 95%|███████████████████████████████████████▊ | 215001/226747 [5:26:12<17:43, 11.04it/s][Batch 215000/226747] G_loss: 2.4006, D_loss: 0.0265
Epoch 3/5: 95%|███████████████████████████████████████▊ | 215201/226747 [5:26:30<17:25, 11.04it/s][Batch 215200/226747] G_loss: 2.4213, D_loss: 0.0380
Epoch 3/5: 95%|███████████████████████████████████████▉ | 215401/226747 [5:26:48<17:07, 11.04it/s][Batch 215400/226747] G_loss: 2.3863, D_loss: 0.0352
Epoch 3/5: 95%|███████████████████████████████████████▉ | 215601/226747 [5:27:06<16:48, 11.05it/s][Batch 215600/226747] G_loss: 2.4352, D_loss: 0.0427
Epoch 3/5: 95%|███████████████████████████████████████▉ | 215801/226747 [5:27:24<16:31, 11.04it/s][Batch 215800/226747] G_loss: 2.3126, D_loss: 0.0438
Epoch 3/5: 95%|████████████████████████████████████████ | 216001/226747 [5:27:43<16:13, 11.03it/s][Batch 216000/226747] G_loss: 2.3865, D_loss: 0.0440
Epoch 3/5: 95%|████████████████████████████████████████ | 216201/226747 [5:28:01<15:55, 11.03it/s][Batch 216200/226747] G_loss: 2.2508, D_loss: 0.0898
Epoch 3/5: 95%|████████████████████████████████████████ | 216401/226747 [5:28:19<15:37, 11.03it/s][Batch 216400/226747] G_loss: 2.4763, D_loss: 0.0618
Epoch 3/5: 96%|████████████████████████████████████████ | 216601/226747 [5:28:37<15:21, 11.01it/s][Batch 216600/226747] G_loss: 2.4782, D_loss: 0.0422
Epoch 3/5: 96%|████████████████████████████████████████▏ | 216801/226747 [5:28:55<15:02, 11.02it/s][Batch 216800/226747] G_loss: 2.2158, D_loss: 0.0475
Epoch 3/5: 96%|████████████████████████████████████████▏ | 217001/226747 [5:29:13<14:42, 11.04it/s][Batch 217000/226747] G_loss: 2.2355, D_loss: 0.0463
Epoch 3/5: 96%|████████████████████████████████████████▏ | 217201/226747 [5:29:31<14:26, 11.01it/s][Batch 217200/226747] G_loss: 2.1188, D_loss: 0.0459
Epoch 3/5: 96%|████████████████████████████████████████▎ | 217401/226747 [5:29:49<14:07, 11.03it/s][Batch 217400/226747] G_loss: 2.3279, D_loss: 0.0276
Epoch 3/5: 96%|████████████████████████████████████████▎ | 217601/226747 [5:30:08<13:54, 10.95it/s][Batch 217600/226747] G_loss: 2.4428, D_loss: 0.0264
Epoch 3/5: 96%|████████████████████████████████████████▎ | 217801/226747 [5:30:26<13:30, 11.04it/s][Batch 217800/226747] G_loss: 2.1364, D_loss: 0.0954
Epoch 3/5: 96%|████████████████████████████████████████▍ | 218001/226747 [5:30:44<13:14, 11.01it/s][Batch 218000/226747] G_loss: 2.2422, D_loss: 0.0456
Epoch 3/5: 96%|████████████████████████████████████████▍ | 218201/226747 [5:31:02<12:54, 11.03it/s][Batch 218200/226747] G_loss: 2.3006, D_loss: 0.0632
Epoch 3/5: 96%|████████████████████████████████████████▍ | 218401/226747 [5:31:20<12:36, 11.04it/s][Batch 218400/226747] G_loss: 2.3721, D_loss: 0.0264
Epoch 3/5: 96%|████████████████████████████████████████▍ | 218601/226747 [5:31:38<12:18, 11.03it/s][Batch 218600/226747] G_loss: 2.5122, D_loss: 0.0270
Epoch 3/5: 96%|████████████████████████████████████████▌ | 218801/226747 [5:31:56<12:03, 10.99it/s][Batch 218800/226747] G_loss: 2.3839, D_loss: 0.0410
Epoch 3/5: 97%|████████████████████████████████████████▌ | 219001/226747 [5:32:14<11:42, 11.03it/s][Batch 219000/226747] G_loss: 2.4658, D_loss: 0.0242
Epoch 3/5: 97%|████████████████████████████████████████▌ | 219201/226747 [5:32:33<11:24, 11.03it/s][Batch 219200/226747] G_loss: 2.4091, D_loss: 0.0585
Epoch 3/5: 97%|████████████████████████████████████████▋ | 219401/226747 [5:32:51<11:05, 11.03it/s][Batch 219400/226747] G_loss: 2.0201, D_loss: 0.0390
Epoch 3/5: 97%|████████████████████████████████████████▋ | 219601/226747 [5:33:09<10:48, 11.02it/s][Batch 219600/226747] G_loss: 2.3045, D_loss: 0.0232
Epoch 3/5: 97%|████████████████████████████████████████▋ | 219801/226747 [5:33:27<10:31, 11.00it/s][Batch 219800/226747] G_loss: 2.2442, D_loss: 0.0456
Epoch 3/5: 97%|████████████████████████████████████████▊ | 220001/226747 [5:33:45<10:13, 11.00it/s][Batch 220000/226747] G_loss: 2.2935, D_loss: 0.0648
Epoch 3/5: 97%|████████████████████████████████████████▊ | 220201/226747 [5:34:03<09:52, 11.04it/s][Batch 220200/226747] G_loss: 2.3006, D_loss: 0.0306
Epoch 3/5: 97%|████████████████████████████████████████▊ | 220401/226747 [5:34:21<09:35, 11.03it/s][Batch 220400/226747] G_loss: 2.4193, D_loss: 0.0234
Epoch 3/5: 97%|████████████████████████████████████████▊ | 220601/226747 [5:34:39<09:16, 11.04it/s][Batch 220600/226747] G_loss: 2.2931, D_loss: 0.0428
Epoch 3/5: 97%|████████████████████████████████████████▉ | 220801/226747 [5:34:58<08:58, 11.04it/s][Batch 220800/226747] G_loss: 2.2679, D_loss: 0.0562
Epoch 3/5: 97%|████████████████████████████████████████▉ | 221001/226747 [5:35:16<08:41, 11.02it/s][Batch 221000/226747] G_loss: 2.4102, D_loss: 0.0309
Epoch 3/5: 98%|████████████████████████████████████████▉ | 221201/226747 [5:35:34<08:22, 11.04it/s][Batch 221200/226747] G_loss: 2.3237, D_loss: 0.0179
Epoch 3/5: 98%|█████████████████████████████████████████ | 221401/226747 [5:35:52<08:04, 11.04it/s][Batch 221400/226747] G_loss: 2.3156, D_loss: 0.0477
Epoch 3/5: 98%|█████████████████████████████████████████ | 221601/226747 [5:36:10<07:46, 11.04it/s][Batch 221600/226747] G_loss: 2.3525, D_loss: 0.0631
Epoch 3/5: 98%|█████████████████████████████████████████ | 221801/226747 [5:36:28<07:28, 11.04it/s][Batch 221800/226747] G_loss: 2.4406, D_loss: 0.0224
Epoch 3/5: 98%|█████████████████████████████████████████ | 222001/226747 [5:36:46<07:09, 11.05it/s][Batch 222000/226747] G_loss: 2.4169, D_loss: 0.0236
Epoch 3/5: 98%|█████████████████████████████████████████▏| 222201/226747 [5:37:04<06:55, 10.93it/s][Batch 222200/226747] G_loss: 2.2500, D_loss: 0.0765
Epoch 3/5: 98%|█████████████████████████████████████████▏| 222401/226747 [5:37:22<06:33, 11.04it/s][Batch 222400/226747] G_loss: 2.2341, D_loss: 0.0384
Epoch 3/5: 98%|█████████████████████████████████████████▏| 222601/226747 [5:37:41<06:15, 11.05it/s][Batch 222600/226747] G_loss: 2.3025, D_loss: 0.0349
Epoch 3/5: 98%|█████████████████████████████████████████▎| 222801/226747 [5:37:59<05:57, 11.03it/s][Batch 222800/226747] G_loss: 2.3103, D_loss: 0.0398
Epoch 3/5: 98%|█████████████████████████████████████████▎| 223001/226747 [5:38:17<05:39, 11.03it/s][Batch 223000/226747] G_loss: 2.2403, D_loss: 0.0517
Epoch 3/5: 98%|█████████████████████████████████████████▎| 223201/226747 [5:38:35<05:21, 11.03it/s][Batch 223200/226747] G_loss: 2.2511, D_loss: 0.0452
Epoch 3/5: 99%|█████████████████████████████████████████▍| 223401/226747 [5:38:53<05:03, 11.03it/s][Batch 223400/226747] G_loss: 2.4799, D_loss: 0.0393
Epoch 3/5: 99%|█████████████████████████████████████████▍| 223601/226747 [5:39:11<04:45, 11.04it/s][Batch 223600/226747] G_loss: 2.1781, D_loss: 0.0470
Epoch 3/5: 99%|█████████████████████████████████████████▍| 223801/226747 [5:39:29<04:27, 11.02it/s][Batch 223800/226747] G_loss: 2.1776, D_loss: 0.0447
Epoch 3/5: 99%|█████████████████████████████████████████▍| 224001/226747 [5:39:47<04:09, 11.02it/s][Batch 224000/226747] G_loss: 2.1381, D_loss: 0.0641
Epoch 3/5: 99%|█████████████████████████████████████████▌| 224201/226747 [5:40:06<03:50, 11.02it/s][Batch 224200/226747] G_loss: 2.0794, D_loss: 0.0493
Epoch 3/5: 99%|█████████████████████████████████████████▌| 224401/226747 [5:40:24<03:32, 11.03it/s][Batch 224400/226747] G_loss: 2.4696, D_loss: 0.0291
Epoch 3/5: 99%|█████████████████████████████████████████▌| 224601/226747 [5:40:42<03:14, 11.02it/s][Batch 224600/226747] G_loss: 2.2070, D_loss: 0.0582
Epoch 3/5: 99%|█████████████████████████████████████████▋| 224801/226747 [5:41:00<02:56, 11.03it/s][Batch 224800/226747] G_loss: 2.3480, D_loss: 0.0369
Epoch 3/5: 99%|█████████████████████████████████████████▋| 225001/226747 [5:41:18<02:38, 11.03it/s][Batch 225000/226747] G_loss: 2.2952, D_loss: 0.0342
Epoch 3/5: 99%|█████████████████████████████████████████▋| 225201/226747 [5:41:36<02:19, 11.04it/s][Batch 225200/226747] G_loss: 2.2883, D_loss: 0.0247
Epoch 3/5: 99%|█████████████████████████████████████████▊| 225401/226747 [5:41:54<02:02, 11.03it/s][Batch 225400/226747] G_loss: 2.4438, D_loss: 0.0239
Epoch 3/5: 99%|█████████████████████████████████████████▊| 225601/226747 [5:42:12<01:43, 11.02it/s][Batch 225600/226747] G_loss: 2.2121, D_loss: 0.0338
Epoch 3/5: 100%|█████████████████████████████████████████▊| 225801/226747 [5:42:30<01:25, 11.03it/s][Batch 225800/226747] G_loss: 2.1528, D_loss: 0.1009
Epoch 3/5: 100%|█████████████████████████████████████████▊| 226001/226747 [5:42:49<01:07, 11.03it/s][Batch 226000/226747] G_loss: 2.2602, D_loss: 0.0375
Epoch 3/5: 100%|█████████████████████████████████████████▉| 226201/226747 [5:43:07<00:49, 11.04it/s][Batch 226200/226747] G_loss: 2.5127, D_loss: 0.0323
Epoch 3/5: 100%|█████████████████████████████████████████▉| 226401/226747 [5:43:25<00:31, 11.02it/s][Batch 226400/226747] G_loss: 2.2588, D_loss: 0.0342
Epoch 3/5: 100%|█████████████████████████████████████████▉| 226601/226747 [5:43:43<00:13, 11.03it/s][Batch 226600/226747] G_loss: 2.4462, D_loss: 0.0300
Epoch 3/5: 100%|██████████████████████████████████████████| 226747/226747 [5:44:16<00:00, 10.98it/s]
[Epoch 3/5] G_loss: 2.3223, D_loss: 0.0575
Epoch 4/5: 0%| | 1/226747 [00:07<472:16:15, 7.50s/it][Batch 0/226747] G_loss: 2.0607, D_loss: 0.0499
Epoch 4/5: 0%| | 201/226747 [00:25<5:41:42, 11.05it/s][Batch 200/226747] G_loss: 2.4782, D_loss: 0.0287
Epoch 4/5: 0%| | 401/226747 [00:43<5:41:32, 11.05it/s][Batch 400/226747] G_loss: 2.0898, D_loss: 0.1190
Epoch 4/5: 0%| | 601/226747 [01:01<5:41:38, 11.03it/s][Batch 600/226747] G_loss: 2.2589, D_loss: 0.0285
Epoch 4/5: 0%|▏ | 801/226747 [01:19<5:41:02, 11.04it/s][Batch 800/226747] G_loss: 2.1208, D_loss: 0.0554
Epoch 4/5: 0%|▏ | 1001/226747 [01:38<5:40:50, 11.04it/s][Batch 1000/226747] G_loss: 2.3708, D_loss: 0.0838
Epoch 4/5: 1%|▏ | 1201/226747 [01:56<5:41:22, 11.01it/s][Batch 1200/226747] G_loss: 1.7976, D_loss: 0.1547
Epoch 4/5: 1%|▎ | 1401/226747 [02:14<5:40:11, 11.04it/s][Batch 1400/226747] G_loss: 2.5760, D_loss: 0.0639
Epoch 4/5: 1%|▎ | 1601/226747 [02:32<5:40:24, 11.02it/s][Batch 1600/226747] G_loss: 2.2246, D_loss: 0.0528
Epoch 4/5: 1%|▎ | 1801/226747 [02:50<5:39:08, 11.05it/s][Batch 1800/226747] G_loss: 2.1231, D_loss: 0.0823
Epoch 4/5: 1%|▍ | 2001/226747 [03:08<5:39:12, 11.04it/s][Batch 2000/226747] G_loss: 2.0704, D_loss: 0.0740
Epoch 4/5: 1%|▍ | 2201/226747 [03:26<5:39:02, 11.04it/s][Batch 2200/226747] G_loss: 2.3471, D_loss: 0.0264
Epoch 4/5: 1%|▍ | 2401/226747 [03:44<5:40:15, 10.99it/s][Batch 2400/226747] G_loss: 2.2416, D_loss: 0.0355
Epoch 4/5: 1%|▌ | 2601/226747 [04:03<5:39:51, 10.99it/s][Batch 2600/226747] G_loss: 2.1895, D_loss: 0.0454
Epoch 4/5: 1%|▌ | 2801/226747 [04:21<5:39:36, 10.99it/s][Batch 2800/226747] G_loss: 2.3278, D_loss: 0.0198
Epoch 4/5: 1%|▌ | 3001/226747 [04:39<5:38:49, 11.01it/s][Batch 3000/226747] G_loss: 2.2749, D_loss: 0.0501
Epoch 4/5: 1%|▌ | 3201/226747 [04:57<5:37:36, 11.04it/s][Batch 3200/226747] G_loss: 2.1197, D_loss: 0.0331
Epoch 4/5: 1%|▋ | 3401/226747 [05:15<5:37:18, 11.04it/s][Batch 3400/226747] G_loss: 2.4626, D_loss: 0.0218
Epoch 4/5: 2%|▋ | 3601/226747 [05:33<5:38:53, 10.97it/s][Batch 3600/226747] G_loss: 2.2226, D_loss: 0.0377
Epoch 4/5: 2%|▋ | 3801/226747 [05:51<5:36:44, 11.03it/s][Batch 3800/226747] G_loss: 2.3164, D_loss: 0.0227
Epoch 4/5: 2%|▊ | 4001/226747 [06:09<5:36:13, 11.04it/s][Batch 4000/226747] G_loss: 2.2028, D_loss: 0.0247
Epoch 4/5: 2%|▊ | 4201/226747 [06:28<5:36:02, 11.04it/s][Batch 4200/226747] G_loss: 2.1448, D_loss: 0.0446
Epoch 4/5: 2%|▊ | 4401/226747 [06:46<5:35:37, 11.04it/s][Batch 4400/226747] G_loss: 2.3978, D_loss: 0.0282
Epoch 4/5: 2%|▉ | 4601/226747 [07:04<5:35:20, 11.04it/s][Batch 4600/226747] G_loss: 2.2565, D_loss: 0.0477
Epoch 4/5: 2%|▉ | 4801/226747 [07:22<5:36:44, 10.98it/s][Batch 4800/226747] G_loss: 2.2682, D_loss: 0.0401
Epoch 4/5: 2%|▉ | 5001/226747 [07:40<5:34:57, 11.03it/s][Batch 5000/226747] G_loss: 2.0819, D_loss: 0.0838
Epoch 4/5: 2%|█ | 5201/226747 [07:58<5:34:31, 11.04it/s][Batch 5200/226747] G_loss: 2.1608, D_loss: 0.0445
Epoch 4/5: 2%|█ | 5401/226747 [08:16<5:33:52, 11.05it/s][Batch 5400/226747] G_loss: 2.0603, D_loss: 0.1199
Epoch 4/5: 2%|█ | 5601/226747 [08:34<5:34:04, 11.03it/s][Batch 5600/226747] G_loss: 2.1226, D_loss: 0.0925
Epoch 4/5: 3%|█▏ | 5801/226747 [08:53<5:33:39, 11.04it/s][Batch 5800/226747] G_loss: 2.3596, D_loss: 0.0389
Epoch 4/5: 3%|█▏ | 6001/226747 [09:11<5:33:31, 11.03it/s][Batch 6000/226747] G_loss: 2.1216, D_loss: 0.0795
Epoch 4/5: 3%|█▏ | 6201/226747 [09:29<5:33:31, 11.02it/s][Batch 6200/226747] G_loss: 2.2550, D_loss: 0.0552
Epoch 4/5: 3%|█▏ | 6401/226747 [09:47<5:32:38, 11.04it/s][Batch 6400/226747] G_loss: 2.0977, D_loss: 0.0423
Epoch 4/5: 3%|█▎ | 6601/226747 [10:05<5:32:20, 11.04it/s][Batch 6600/226747] G_loss: 2.3085, D_loss: 0.0586
Epoch 4/5: 3%|█▎ | 6801/226747 [10:23<5:32:00, 11.04it/s][Batch 6800/226747] G_loss: 2.3315, D_loss: 0.0320
Epoch 4/5: 3%|█▎ | 7001/226747 [10:41<5:35:54, 10.90it/s][Batch 7000/226747] G_loss: 2.3161, D_loss: 0.0430
Epoch 4/5: 3%|█▍ | 7201/226747 [10:59<5:32:25, 11.01it/s][Batch 7200/226747] G_loss: 2.3394, D_loss: 0.0253
Epoch 4/5: 3%|█▍ | 7401/226747 [11:18<5:31:44, 11.02it/s][Batch 7400/226747] G_loss: 2.2896, D_loss: 0.0579
Epoch 4/5: 3%|█▍ | 7601/226747 [11:36<5:30:54, 11.04it/s][Batch 7600/226747] G_loss: 2.1041, D_loss: 0.0874
Epoch 4/5: 3%|█▌ | 7801/226747 [11:54<5:30:39, 11.04it/s][Batch 7800/226747] G_loss: 2.2748, D_loss: 0.0258
Epoch 4/5: 4%|█▌ | 8001/226747 [12:12<5:30:15, 11.04it/s][Batch 8000/226747] G_loss: 2.5089, D_loss: 0.0408
Epoch 4/5: 4%|█▌ | 8201/226747 [12:30<5:30:29, 11.02it/s][Batch 8200/226747] G_loss: 2.4109, D_loss: 0.0367
Epoch 4/5: 4%|█▋ | 8401/226747 [12:48<5:29:35, 11.04it/s][Batch 8400/226747] G_loss: 2.2796, D_loss: 0.0277
Epoch 4/5: 4%|█▋ | 8601/226747 [13:06<5:29:33, 11.03it/s][Batch 8600/226747] G_loss: 2.4382, D_loss: 0.0446
Epoch 4/5: 4%|█▋ | 8801/226747 [13:24<5:28:58, 11.04it/s][Batch 8800/226747] G_loss: 2.4228, D_loss: 0.0280
Epoch 4/5: 4%|█▋ | 9001/226747 [13:42<5:28:53, 11.03it/s][Batch 9000/226747] G_loss: 2.3278, D_loss: 0.0329
Epoch 4/5: 4%|█▊ | 9201/226747 [14:01<5:28:27, 11.04it/s][Batch 9200/226747] G_loss: 2.3846, D_loss: 0.0428
Epoch 4/5: 4%|█▊ | 9401/226747 [14:19<5:28:03, 11.04it/s][Batch 9400/226747] G_loss: 2.0758, D_loss: 0.0638
Epoch 4/5: 4%|█▊ | 9601/226747 [14:37<5:28:12, 11.03it/s][Batch 9600/226747] G_loss: 2.3493, D_loss: 0.0611
Epoch 4/5: 4%|█▉ | 9801/226747 [14:55<5:27:20, 11.05it/s][Batch 9800/226747] G_loss: 2.2981, D_loss: 0.0218
Epoch 4/5: 4%|█▉ | 10001/226747 [15:13<5:27:11, 11.04it/s][Batch 10000/226747] G_loss: 2.2582, D_loss: 0.0393
Epoch 4/5: 4%|█▉ | 10201/226747 [15:31<5:26:58, 11.04it/s][Batch 10200/226747] G_loss: 2.1804, D_loss: 0.0402
Epoch 4/5: 5%|█▉ | 10401/226747 [15:49<5:26:35, 11.04it/s][Batch 10400/226747] G_loss: 2.2143, D_loss: 0.0501
Epoch 4/5: 5%|██ | 10601/226747 [16:07<5:26:32, 11.03it/s][Batch 10600/226747] G_loss: 2.3058, D_loss: 0.0377
Epoch 4/5: 5%|██ | 10801/226747 [16:26<5:26:30, 11.02it/s][Batch 10800/226747] G_loss: 2.2783, D_loss: 0.0598
Epoch 4/5: 5%|██ | 11001/226747 [16:44<5:25:58, 11.03it/s][Batch 11000/226747] G_loss: 2.3134, D_loss: 0.0445
Epoch 4/5: 5%|██ | 11201/226747 [17:02<5:25:15, 11.04it/s][Batch 11200/226747] G_loss: 2.0804, D_loss: 0.0549
Epoch 4/5: 5%|██▏ | 11401/226747 [17:20<5:24:51, 11.05it/s][Batch 11400/226747] G_loss: 2.2608, D_loss: 0.0350
Epoch 4/5: 5%|██▏ | 11601/226747 [17:38<5:43:14, 10.45it/s][Batch 11600/226747] G_loss: 2.4524, D_loss: 0.0197
Epoch 4/5: 5%|██▏ | 11801/226747 [17:56<5:24:30, 11.04it/s][Batch 11800/226747] G_loss: 2.3150, D_loss: 0.0278
Epoch 4/5: 5%|██▎ | 12001/226747 [18:14<5:24:16, 11.04it/s][Batch 12000/226747] G_loss: 2.2983, D_loss: 0.0835
Epoch 4/5: 5%|██▎ | 12201/226747 [18:32<5:23:43, 11.05it/s][Batch 12200/226747] G_loss: 2.4027, D_loss: 0.0238
Epoch 4/5: 5%|██▎ | 12401/226747 [18:50<5:24:10, 11.02it/s][Batch 12400/226747] G_loss: 2.1767, D_loss: 0.0326
Epoch 4/5: 6%|██▍ | 12601/226747 [19:09<5:22:55, 11.05it/s][Batch 12600/226747] G_loss: 2.2800, D_loss: 0.0269
Epoch 4/5: 6%|██▍ | 12801/226747 [19:27<5:22:44, 11.05it/s][Batch 12800/226747] G_loss: 2.3435, D_loss: 0.0314
Epoch 4/5: 6%|██▍ | 13001/226747 [19:45<5:23:08, 11.02it/s][Batch 13000/226747] G_loss: 2.0283, D_loss: 0.0643
Epoch 4/5: 6%|██▌ | 13201/226747 [20:03<5:22:34, 11.03it/s][Batch 13200/226747] G_loss: 2.3083, D_loss: 0.0397
Epoch 4/5: 6%|██▌ | 13401/226747 [20:21<5:22:29, 11.03it/s][Batch 13400/226747] G_loss: 2.2553, D_loss: 0.0308
Epoch 4/5: 6%|██▌ | 13601/226747 [20:39<5:22:18, 11.02it/s][Batch 13600/226747] G_loss: 2.5251, D_loss: 0.0332
Epoch 4/5: 6%|██▌ | 13801/226747 [20:57<5:21:16, 11.05it/s][Batch 13800/226747] G_loss: 2.2521, D_loss: 0.0658
Epoch 4/5: 6%|██▋ | 14001/226747 [21:15<5:22:31, 10.99it/s][Batch 14000/226747] G_loss: 2.4175, D_loss: 0.0537
Epoch 4/5: 6%|██▋ | 14201/226747 [21:33<5:21:35, 11.02it/s][Batch 14200/226747] G_loss: 2.4658, D_loss: 0.0332
Epoch 4/5: 6%|██▋ | 14401/226747 [21:52<5:20:55, 11.03it/s][Batch 14400/226747] G_loss: 2.4488, D_loss: 0.0218
Epoch 4/5: 6%|██▊ | 14601/226747 [22:10<5:20:20, 11.04it/s][Batch 14600/226747] G_loss: 2.3966, D_loss: 0.0311
Epoch 4/5: 7%|██▊ | 14801/226747 [22:28<5:19:43, 11.05it/s][Batch 14800/226747] G_loss: 2.3621, D_loss: 0.0247
Epoch 4/5: 7%|██▊ | 15001/226747 [22:46<5:19:13, 11.06it/s][Batch 15000/226747] G_loss: 2.0712, D_loss: 0.1984
Epoch 4/5: 7%|██▉ | 15201/226747 [23:04<5:19:31, 11.03it/s][Batch 15200/226747] G_loss: 2.3038, D_loss: 0.0317
Epoch 4/5: 7%|██▉ | 15401/226747 [23:22<5:19:08, 11.04it/s][Batch 15400/226747] G_loss: 2.2724, D_loss: 0.0358
Epoch 4/5: 7%|██▉ | 15601/226747 [23:40<5:19:21, 11.02it/s][Batch 15600/226747] G_loss: 2.4201, D_loss: 0.0180
Epoch 4/5: 7%|██▉ | 15801/226747 [23:58<5:18:23, 11.04it/s][Batch 15800/226747] G_loss: 2.2684, D_loss: 0.0665
Epoch 4/5: 7%|███ | 16001/226747 [24:16<5:18:25, 11.03it/s][Batch 16000/226747] G_loss: 2.1603, D_loss: 0.0440
Epoch 4/5: 7%|███ | 16201/226747 [24:35<5:17:36, 11.05it/s][Batch 16200/226747] G_loss: 2.2227, D_loss: 0.0291
Epoch 4/5: 7%|███ | 16401/226747 [24:53<5:19:34, 10.97it/s][Batch 16400/226747] G_loss: 2.4332, D_loss: 0.0197
Epoch 4/5: 7%|███▏ | 16601/226747 [25:11<5:19:09, 10.97it/s][Batch 16600/226747] G_loss: 2.3342, D_loss: 0.0474
Epoch 4/5: 7%|███▏ | 16801/226747 [25:29<5:17:35, 11.02it/s][Batch 16800/226747] G_loss: 2.4503, D_loss: 0.0213
Epoch 4/5: 7%|███▏ | 17001/226747 [25:47<5:17:20, 11.02it/s][Batch 17000/226747] G_loss: 2.1455, D_loss: 0.0345
Epoch 4/5: 8%|███▎ | 17201/226747 [26:05<5:16:59, 11.02it/s][Batch 17200/226747] G_loss: 2.1767, D_loss: 0.0554
Epoch 4/5: 8%|███▎ | 17401/226747 [26:24<5:18:05, 10.97it/s][Batch 17400/226747] G_loss: 2.2868, D_loss: 0.0241
Epoch 4/5: 8%|███▎ | 17601/226747 [26:42<5:17:03, 10.99it/s][Batch 17600/226747] G_loss: 2.2663, D_loss: 0.0192
Epoch 4/5: 8%|███▍ | 17801/226747 [27:00<5:15:55, 11.02it/s][Batch 17800/226747] G_loss: 2.2129, D_loss: 0.0326
Epoch 4/5: 8%|███▍ | 18001/226747 [27:18<5:15:26, 11.03it/s][Batch 18000/226747] G_loss: 1.9911, D_loss: 0.0619
Epoch 4/5: 8%|███▍ | 18201/226747 [27:36<5:15:08, 11.03it/s][Batch 18200/226747] G_loss: 2.4313, D_loss: 0.0595
Epoch 4/5: 8%|███▍ | 18401/226747 [27:54<5:14:40, 11.03it/s][Batch 18400/226747] G_loss: 2.3531, D_loss: 0.0797
Epoch 4/5: 8%|███▌ | 18601/226747 [28:12<5:14:15, 11.04it/s][Batch 18600/226747] G_loss: 2.3290, D_loss: 0.0703
Epoch 4/5: 8%|███▌ | 18801/226747 [28:31<5:13:50, 11.04it/s][Batch 18800/226747] G_loss: 2.2240, D_loss: 0.0629
Epoch 4/5: 8%|███▌ | 19001/226747 [28:49<5:13:42, 11.04it/s][Batch 19000/226747] G_loss: 2.3130, D_loss: 0.0761
Epoch 4/5: 8%|███▋ | 19201/226747 [29:07<5:12:56, 11.05it/s][Batch 19200/226747] G_loss: 2.3429, D_loss: 0.0218
Epoch 4/5: 9%|███▋ | 19401/226747 [29:25<5:13:04, 11.04it/s][Batch 19400/226747] G_loss: 2.2341, D_loss: 0.0399
Epoch 4/5: 9%|███▋ | 19601/226747 [29:43<5:12:46, 11.04it/s][Batch 19600/226747] G_loss: 2.1915, D_loss: 0.0471
Epoch 4/5: 9%|███▊ | 19801/226747 [30:01<5:12:48, 11.03it/s][Batch 19800/226747] G_loss: 2.2861, D_loss: 0.0310
Epoch 4/5: 9%|███▊ | 20001/226747 [30:19<5:12:19, 11.03it/s][Batch 20000/226747] G_loss: 2.4321, D_loss: 0.0227
Epoch 4/5: 9%|███▊ | 20201/226747 [30:37<5:12:12, 11.03it/s][Batch 20200/226747] G_loss: 2.0645, D_loss: 0.0916
Epoch 4/5: 9%|███▊ | 20401/226747 [30:55<5:11:57, 11.02it/s][Batch 20400/226747] G_loss: 2.4797, D_loss: 0.0265
Epoch 4/5: 9%|███▉ | 20601/226747 [31:14<5:11:41, 11.02it/s][Batch 20600/226747] G_loss: 2.2848, D_loss: 0.0386
Epoch 4/5: 9%|███▉ | 20801/226747 [31:32<5:11:44, 11.01it/s][Batch 20800/226747] G_loss: 2.3565, D_loss: 0.0287
Epoch 4/5: 9%|███▉ | 21001/226747 [31:50<5:11:29, 11.01it/s][Batch 21000/226747] G_loss: 2.3460, D_loss: 0.0317
Epoch 4/5: 9%|████ | 21201/226747 [32:08<5:11:24, 11.00it/s][Batch 21200/226747] G_loss: 2.3923, D_loss: 0.0187
Epoch 4/5: 9%|████ | 21401/226747 [32:26<5:11:07, 11.00it/s][Batch 21400/226747] G_loss: 2.4370, D_loss: 0.0934
Epoch 4/5: 10%|████ | 21601/226747 [32:44<5:10:14, 11.02it/s][Batch 21600/226747] G_loss: 2.2311, D_loss: 0.0519
Epoch 4/5: 10%|████▏ | 21801/226747 [33:03<5:09:59, 11.02it/s][Batch 21800/226747] G_loss: 2.3282, D_loss: 0.0336
Epoch 4/5: 10%|████▏ | 22001/226747 [33:21<5:10:50, 10.98it/s][Batch 22000/226747] G_loss: 2.3560, D_loss: 0.0328
Epoch 4/5: 10%|████▏ | 22201/226747 [33:39<5:09:36, 11.01it/s][Batch 22200/226747] G_loss: 2.3220, D_loss: 0.0828
Epoch 4/5: 10%|████▏ | 22401/226747 [33:57<5:09:01, 11.02it/s][Batch 22400/226747] G_loss: 2.4632, D_loss: 0.0399
Epoch 4/5: 10%|████▎ | 22601/226747 [34:15<5:09:23, 11.00it/s][Batch 22600/226747] G_loss: 2.3012, D_loss: 0.1032
Epoch 4/5: 10%|████▎ | 22801/226747 [34:33<5:08:17, 11.03it/s][Batch 22800/226747] G_loss: 2.3722, D_loss: 0.0264
Epoch 4/5: 10%|████▎ | 23001/226747 [34:51<5:08:06, 11.02it/s][Batch 23000/226747] G_loss: 2.2183, D_loss: 0.0973
Epoch 4/5: 10%|████▍ | 23201/226747 [35:10<5:08:08, 11.01it/s][Batch 23200/226747] G_loss: 2.2429, D_loss: 0.0566
Epoch 4/5: 10%|████▍ | 23401/226747 [35:28<5:07:49, 11.01it/s][Batch 23400/226747] G_loss: 2.3651, D_loss: 0.0330
Epoch 4/5: 10%|████▍ | 23601/226747 [35:46<5:07:12, 11.02it/s][Batch 23600/226747] G_loss: 2.2612, D_loss: 0.0349
Epoch 4/5: 10%|████▌ | 23801/226747 [36:04<5:06:55, 11.02it/s][Batch 23800/226747] G_loss: 2.1112, D_loss: 0.0555
Epoch 4/5: 11%|████▌ | 24001/226747 [36:22<5:06:46, 11.01it/s][Batch 24000/226747] G_loss: 2.5856, D_loss: 0.0376
Epoch 4/5: 11%|████▌ | 24201/226747 [36:40<5:06:39, 11.01it/s][Batch 24200/226747] G_loss: 2.3103, D_loss: 0.0483
Epoch 4/5: 11%|████▋ | 24401/226747 [36:58<5:05:54, 11.02it/s][Batch 24400/226747] G_loss: 2.1180, D_loss: 0.0582
Epoch 4/5: 11%|████▋ | 24601/226747 [37:16<5:05:54, 11.01it/s][Batch 24600/226747] G_loss: 2.2849, D_loss: 0.0327
Epoch 4/5: 11%|████▋ | 24801/226747 [37:35<5:05:27, 11.02it/s][Batch 24800/226747] G_loss: 2.2454, D_loss: 0.0524
Epoch 4/5: 11%|████▋ | 25001/226747 [37:53<5:05:50, 10.99it/s][Batch 25000/226747] G_loss: 2.4822, D_loss: 0.0442
Epoch 4/5: 11%|████▊ | 25201/226747 [38:11<5:05:05, 11.01it/s][Batch 25200/226747] G_loss: 2.3739, D_loss: 0.0221
Epoch 4/5: 11%|████▊ | 25401/226747 [38:29<5:04:23, 11.02it/s][Batch 25400/226747] G_loss: 2.1296, D_loss: 0.0431
Epoch 4/5: 11%|████▊ | 25601/226747 [38:47<5:04:30, 11.01it/s][Batch 25600/226747] G_loss: 2.3034, D_loss: 0.0547
Epoch 4/5: 11%|████▉ | 25801/226747 [39:05<5:03:57, 11.02it/s][Batch 25800/226747] G_loss: 2.4264, D_loss: 0.0350
Epoch 4/5: 11%|████▉ | 26001/226747 [39:24<5:03:42, 11.02it/s][Batch 26000/226747] G_loss: 2.1848, D_loss: 0.0376
Epoch 4/5: 12%|████▉ | 26201/226747 [39:42<5:03:53, 11.00it/s][Batch 26200/226747] G_loss: 2.2565, D_loss: 0.0428
Epoch 4/5: 12%|█████ | 26401/226747 [40:00<5:02:51, 11.03it/s][Batch 26400/226747] G_loss: 2.3249, D_loss: 0.0315
Epoch 4/5: 12%|█████ | 26601/226747 [40:18<5:02:51, 11.01it/s][Batch 26600/226747] G_loss: 2.3714, D_loss: 0.0439
Epoch 4/5: 12%|█████ | 26801/226747 [40:36<5:02:07, 11.03it/s][Batch 26800/226747] G_loss: 2.2384, D_loss: 0.0610
Epoch 4/5: 12%|█████ | 27001/226747 [40:54<5:02:18, 11.01it/s][Batch 27000/226747] G_loss: 2.3696, D_loss: 0.0214
Epoch 4/5: 12%|█████▏ | 27201/226747 [41:12<5:02:09, 11.01it/s][Batch 27200/226747] G_loss: 2.3806, D_loss: 0.0180
Epoch 4/5: 12%|█████▏ | 27401/226747 [41:31<5:01:20, 11.03it/s][Batch 27400/226747] G_loss: 2.3381, D_loss: 0.0454
Epoch 4/5: 12%|█████▏ | 27601/226747 [41:49<5:01:26, 11.01it/s][Batch 27600/226747] G_loss: 2.1853, D_loss: 0.0266
Epoch 4/5: 12%|█████▎ | 27801/226747 [42:07<5:01:13, 11.01it/s][Batch 27800/226747] G_loss: 2.3462, D_loss: 0.0412
Epoch 4/5: 12%|█████▎ | 28001/226747 [42:25<5:00:30, 11.02it/s][Batch 28000/226747] G_loss: 2.2410, D_loss: 0.0298
Epoch 4/5: 12%|█████▎ | 28201/226747 [42:43<5:00:30, 11.01it/s][Batch 28200/226747] G_loss: 2.5201, D_loss: 0.0288
Epoch 4/5: 13%|█████▍ | 28401/226747 [43:01<5:00:11, 11.01it/s][Batch 28400/226747] G_loss: 2.1001, D_loss: 0.1700
Epoch 4/5: 13%|█████▍ | 28601/226747 [43:19<5:00:06, 11.00it/s][Batch 28600/226747] G_loss: 2.4127, D_loss: 0.0971
Epoch 4/5: 13%|█████▍ | 28801/226747 [43:38<4:59:50, 11.00it/s][Batch 28800/226747] G_loss: 2.5912, D_loss: 0.0827
Epoch 4/5: 13%|█████▍ | 29001/226747 [43:56<4:58:58, 11.02it/s][Batch 29000/226747] G_loss: 2.4489, D_loss: 0.0741
Epoch 4/5: 13%|█████▌ | 29201/226747 [44:14<4:58:59, 11.01it/s][Batch 29200/226747] G_loss: 2.2078, D_loss: 0.0989
Epoch 4/5: 13%|█████▌ | 29401/226747 [44:32<4:58:53, 11.00it/s][Batch 29400/226747] G_loss: 2.2052, D_loss: 0.0736
Epoch 4/5: 13%|█████▌ | 29601/226747 [44:50<4:58:20, 11.01it/s][Batch 29600/226747] G_loss: 2.4599, D_loss: 0.0376
Epoch 4/5: 13%|█████▋ | 29801/226747 [45:08<4:58:20, 11.00it/s][Batch 29800/226747] G_loss: 2.2985, D_loss: 0.0396
Epoch 4/5: 13%|█████▋ | 30001/226747 [45:26<4:57:25, 11.03it/s][Batch 30000/226747] G_loss: 2.2447, D_loss: 0.0595
Epoch 4/5: 13%|█████▋ | 30201/226747 [45:45<4:57:16, 11.02it/s][Batch 30200/226747] G_loss: 2.5664, D_loss: 0.0573
Epoch 4/5: 13%|█████▊ | 30401/226747 [46:03<4:57:08, 11.01it/s][Batch 30400/226747] G_loss: 2.2525, D_loss: 0.0743
Epoch 4/5: 13%|█████▊ | 30601/226747 [46:21<4:56:45, 11.02it/s][Batch 30600/226747] G_loss: 2.1652, D_loss: 0.0647
Epoch 4/5: 14%|█████▊ | 30801/226747 [46:39<4:56:44, 11.01it/s][Batch 30800/226747] G_loss: 2.2697, D_loss: 0.0474
Epoch 4/5: 14%|█████▉ | 31001/226747 [46:57<4:56:34, 11.00it/s][Batch 31000/226747] G_loss: 2.2398, D_loss: 0.0419
Epoch 4/5: 14%|█████▉ | 31201/226747 [47:15<4:55:53, 11.01it/s][Batch 31200/226747] G_loss: 2.5134, D_loss: 0.0479
Epoch 4/5: 14%|█████▉ | 31401/226747 [47:34<4:55:32, 11.02it/s][Batch 31400/226747] G_loss: 2.3904, D_loss: 0.0339
Epoch 4/5: 14%|█████▉ | 31601/226747 [47:52<4:55:32, 11.00it/s][Batch 31600/226747] G_loss: 2.4570, D_loss: 0.0611
Epoch 4/5: 14%|██████ | 31801/226747 [48:10<4:54:53, 11.02it/s][Batch 31800/226747] G_loss: 2.7245, D_loss: 0.0265
Epoch 4/5: 14%|██████ | 32001/226747 [48:28<4:54:25, 11.02it/s][Batch 32000/226747] G_loss: 2.3257, D_loss: 0.0577
Epoch 4/5: 14%|██████ | 32201/226747 [48:46<4:54:17, 11.02it/s][Batch 32200/226747] G_loss: 2.1762, D_loss: 0.0603
Epoch 4/5: 14%|██████▏ | 32401/226747 [49:04<4:55:47, 10.95it/s][Batch 32400/226747] G_loss: 2.3526, D_loss: 0.0404
Epoch 4/5: 14%|██████▏ | 32601/226747 [49:22<4:53:25, 11.03it/s][Batch 32600/226747] G_loss: 2.2017, D_loss: 0.0579
Epoch 4/5: 14%|██████▏ | 32801/226747 [49:41<4:53:37, 11.01it/s][Batch 32800/226747] G_loss: 2.3126, D_loss: 0.0469
Epoch 4/5: 15%|██████▎ | 33001/226747 [49:59<4:54:40, 10.96it/s][Batch 33000/226747] G_loss: 2.3955, D_loss: 0.0313
Epoch 4/5: 15%|██████▎ | 33201/226747 [50:17<4:52:55, 11.01it/s][Batch 33200/226747] G_loss: 2.4253, D_loss: 0.0300
Epoch 4/5: 15%|██████▎ | 33401/226747 [50:35<4:52:43, 11.01it/s][Batch 33400/226747] G_loss: 2.3450, D_loss: 0.0451
Epoch 4/5: 15%|██████▎ | 33601/226747 [50:53<4:51:56, 11.03it/s][Batch 33600/226747] G_loss: 2.2323, D_loss: 0.0221
Epoch 4/5: 15%|██████▍ | 33801/226747 [51:11<4:52:06, 11.01it/s][Batch 33800/226747] G_loss: 2.4416, D_loss: 0.0389
Epoch 4/5: 15%|██████▍ | 34001/226747 [51:30<4:51:33, 11.02it/s][Batch 34000/226747] G_loss: 2.5141, D_loss: 0.0274
Epoch 4/5: 15%|██████▍ | 34201/226747 [51:48<4:51:28, 11.01it/s][Batch 34200/226747] G_loss: 2.0568, D_loss: 0.0591
Epoch 4/5: 15%|██████▌ | 34401/226747 [52:06<4:51:58, 10.98it/s][Batch 34400/226747] G_loss: 2.2850, D_loss: 0.0757
Epoch 4/5: 15%|██████▌ | 34601/226747 [52:24<4:50:22, 11.03it/s][Batch 34600/226747] G_loss: 2.3708, D_loss: 0.0256
Epoch 4/5: 15%|██████▌ | 34801/226747 [52:42<4:50:20, 11.02it/s][Batch 34800/226747] G_loss: 2.2171, D_loss: 0.0473
Epoch 4/5: 15%|██████▋ | 35001/226747 [53:00<4:50:02, 11.02it/s][Batch 35000/226747] G_loss: 2.3716, D_loss: 0.0499
Epoch 4/5: 16%|██████▋ | 35201/226747 [53:18<4:49:45, 11.02it/s][Batch 35200/226747] G_loss: 2.3176, D_loss: 0.0297
Epoch 4/5: 16%|██████▋ | 35401/226747 [53:36<4:49:17, 11.02it/s][Batch 35400/226747] G_loss: 2.2334, D_loss: 0.0638
Epoch 4/5: 16%|██████▊ | 35601/226747 [53:55<4:48:47, 11.03it/s][Batch 35600/226747] G_loss: 2.3716, D_loss: 0.0321
Epoch 4/5: 16%|██████▊ | 35801/226747 [54:13<4:48:45, 11.02it/s][Batch 35800/226747] G_loss: 2.3840, D_loss: 0.0387
Epoch 4/5: 16%|██████▊ | 36001/226747 [54:31<4:48:42, 11.01it/s][Batch 36000/226747] G_loss: 2.3952, D_loss: 0.0265
Epoch 4/5: 16%|██████▊ | 36201/226747 [54:49<4:47:59, 11.03it/s][Batch 36200/226747] G_loss: 2.2332, D_loss: 0.0319
Epoch 4/5: 16%|██████▉ | 36401/226747 [55:07<4:48:23, 11.00it/s][Batch 36400/226747] G_loss: 2.2689, D_loss: 0.0251
Epoch 4/5: 16%|██████▉ | 36601/226747 [55:25<4:47:50, 11.01it/s][Batch 36600/226747] G_loss: 2.3948, D_loss: 0.0257
Epoch 4/5: 16%|██████▉ | 36801/226747 [55:43<4:47:10, 11.02it/s][Batch 36800/226747] G_loss: 2.5492, D_loss: 0.0212
Epoch 4/5: 16%|███████ | 37001/226747 [56:02<4:51:34, 10.85it/s][Batch 37000/226747] G_loss: 2.3796, D_loss: 0.0188
Epoch 4/5: 16%|███████ | 37201/226747 [56:20<4:47:06, 11.00it/s][Batch 37200/226747] G_loss: 2.3117, D_loss: 0.0650
Epoch 4/5: 16%|███████ | 37401/226747 [56:38<4:46:43, 11.01it/s][Batch 37400/226747] G_loss: 2.4869, D_loss: 0.0551
Epoch 4/5: 17%|███████▏ | 37601/226747 [56:56<4:46:12, 11.01it/s][Batch 37600/226747] G_loss: 2.3425, D_loss: 0.0437
Epoch 4/5: 17%|███████▏ | 37801/226747 [57:14<4:46:05, 11.01it/s][Batch 37800/226747] G_loss: 2.3546, D_loss: 0.0494
Epoch 4/5: 17%|███████▏ | 38001/226747 [57:32<4:45:34, 11.02it/s][Batch 38000/226747] G_loss: 2.4564, D_loss: 0.0308
Epoch 4/5: 17%|███████▏ | 38201/226747 [57:51<4:46:43, 10.96it/s][Batch 38200/226747] G_loss: 2.3580, D_loss: 0.0370
Epoch 4/5: 17%|███████▎ | 38401/226747 [58:09<4:45:16, 11.00it/s][Batch 38400/226747] G_loss: 2.1157, D_loss: 0.0588
Epoch 4/5: 17%|███████▎ | 38601/226747 [58:27<4:44:27, 11.02it/s][Batch 38600/226747] G_loss: 2.3331, D_loss: 0.0361
Epoch 4/5: 17%|███████▎ | 38801/226747 [58:45<4:44:33, 11.01it/s][Batch 38800/226747] G_loss: 2.2827, D_loss: 0.0346
Epoch 4/5: 17%|███████▍ | 39001/226747 [59:03<4:44:07, 11.01it/s][Batch 39000/226747] G_loss: 2.2867, D_loss: 0.0592
Epoch 4/5: 17%|███████▍ | 39201/226747 [59:21<4:44:00, 11.01it/s][Batch 39200/226747] G_loss: 2.2649, D_loss: 0.0404
Epoch 4/5: 17%|███████▍ | 39401/226747 [59:39<4:43:32, 11.01it/s][Batch 39400/226747] G_loss: 2.3405, D_loss: 0.0172
Epoch 4/5: 17%|███████▌ | 39601/226747 [59:58<4:42:59, 11.02it/s][Batch 39600/226747] G_loss: 2.3405, D_loss: 0.0337
Epoch 4/5: 18%|███████▏ | 39801/226747 [1:00:16<4:42:53, 11.01it/s][Batch 39800/226747] G_loss: 2.2957, D_loss: 0.0797
Epoch 4/5: 18%|███████▏ | 40001/226747 [1:00:34<4:42:47, 11.01it/s][Batch 40000/226747] G_loss: 2.4185, D_loss: 0.0681
Epoch 4/5: 18%|███████▎ | 40201/226747 [1:00:52<4:42:11, 11.02it/s][Batch 40200/226747] G_loss: 2.4199, D_loss: 0.0245
Epoch 4/5: 18%|███████▎ | 40401/226747 [1:01:10<4:41:45, 11.02it/s][Batch 40400/226747] G_loss: 2.4681, D_loss: 0.0213
Epoch 4/5: 18%|███████▎ | 40601/226747 [1:01:28<4:41:38, 11.02it/s][Batch 40600/226747] G_loss: 2.6196, D_loss: 0.0151
Epoch 4/5: 18%|███████▍ | 40801/226747 [1:01:46<4:41:10, 11.02it/s][Batch 40800/226747] G_loss: 2.4053, D_loss: 0.0420
Epoch 4/5: 18%|███████▍ | 41001/226747 [1:02:05<4:41:03, 11.01it/s][Batch 41000/226747] G_loss: 2.1858, D_loss: 0.0517
Epoch 4/5: 18%|███████▍ | 41201/226747 [1:02:23<4:40:39, 11.02it/s][Batch 41200/226747] G_loss: 2.3684, D_loss: 0.0506
Epoch 4/5: 18%|███████▍ | 41401/226747 [1:02:41<4:40:20, 11.02it/s][Batch 41400/226747] G_loss: 2.2786, D_loss: 0.0512
Epoch 4/5: 18%|███████▌ | 41601/226747 [1:02:59<4:39:56, 11.02it/s][Batch 41600/226747] G_loss: 2.3145, D_loss: 0.0328
Epoch 4/5: 18%|███████▌ | 41801/226747 [1:03:17<4:39:59, 11.01it/s][Batch 41800/226747] G_loss: 2.3044, D_loss: 0.0324
Epoch 4/5: 19%|███████▌ | 42001/226747 [1:03:35<4:39:54, 11.00it/s][Batch 42000/226747] G_loss: 2.2900, D_loss: 0.0264
Epoch 4/5: 19%|███████▋ | 42201/226747 [1:03:54<4:39:12, 11.02it/s][Batch 42200/226747] G_loss: 2.3907, D_loss: 0.0334
Epoch 4/5: 19%|███████▋ | 42401/226747 [1:04:12<4:38:49, 11.02it/s][Batch 42400/226747] G_loss: 2.3931, D_loss: 0.0272
Epoch 4/5: 19%|███████▋ | 42601/226747 [1:04:30<4:38:30, 11.02it/s][Batch 42600/226747] G_loss: 2.3680, D_loss: 0.0194
Epoch 4/5: 19%|███████▋ | 42801/226747 [1:04:48<4:38:11, 11.02it/s][Batch 42800/226747] G_loss: 2.3393, D_loss: 0.0359
Epoch 4/5: 19%|███████▊ | 43001/226747 [1:05:06<4:38:10, 11.01it/s][Batch 43000/226747] G_loss: 2.2247, D_loss: 0.0319
Epoch 4/5: 19%|███████▊ | 43201/226747 [1:05:24<4:37:43, 11.01it/s][Batch 43200/226747] G_loss: 2.3065, D_loss: 0.0606
Epoch 4/5: 19%|███████▊ | 43401/226747 [1:05:43<4:38:09, 10.99it/s][Batch 43400/226747] G_loss: 1.9846, D_loss: 0.1756
Epoch 4/5: 19%|███████▉ | 43601/226747 [1:06:01<4:37:00, 11.02it/s][Batch 43600/226747] G_loss: 2.3550, D_loss: 0.0310
Epoch 4/5: 19%|███████▉ | 43801/226747 [1:06:19<4:37:01, 11.01it/s][Batch 43800/226747] G_loss: 2.5034, D_loss: 0.0351
Epoch 4/5: 19%|███████▉ | 44001/226747 [1:06:37<4:36:38, 11.01it/s][Batch 44000/226747] G_loss: 2.0444, D_loss: 0.0686
Epoch 4/5: 19%|███████▉ | 44201/226747 [1:06:55<4:36:10, 11.02it/s][Batch 44200/226747] G_loss: 2.3240, D_loss: 0.0594
Epoch 4/5: 20%|████████ | 44401/226747 [1:07:13<4:35:40, 11.02it/s][Batch 44400/226747] G_loss: 2.3044, D_loss: 0.0221
Epoch 4/5: 20%|████████ | 44601/226747 [1:07:31<4:35:35, 11.02it/s][Batch 44600/226747] G_loss: 2.3421, D_loss: 0.0377
Epoch 4/5: 20%|████████ | 44801/226747 [1:07:50<4:35:00, 11.03it/s][Batch 44800/226747] G_loss: 2.2864, D_loss: 0.0506
Epoch 4/5: 20%|████████▏ | 45001/226747 [1:08:08<4:34:28, 11.04it/s][Batch 45000/226747] G_loss: 2.3415, D_loss: 0.0284
Epoch 4/5: 20%|████████▏ | 45201/226747 [1:08:26<4:34:29, 11.02it/s][Batch 45200/226747] G_loss: 2.3437, D_loss: 0.1228
Epoch 4/5: 20%|████████▏ | 45401/226747 [1:08:44<4:34:29, 11.01it/s][Batch 45400/226747] G_loss: 2.2332, D_loss: 0.0348
Epoch 4/5: 20%|████████▏ | 45601/226747 [1:09:02<4:34:16, 11.01it/s][Batch 45600/226747] G_loss: 2.1880, D_loss: 0.0726
Epoch 4/5: 20%|████████▎ | 45801/226747 [1:09:20<4:33:23, 11.03it/s][Batch 45800/226747] G_loss: 2.0901, D_loss: 0.0488
Epoch 4/5: 20%|████████▎ | 46001/226747 [1:09:38<4:33:25, 11.02it/s][Batch 46000/226747] G_loss: 2.1117, D_loss: 0.0575
Epoch 4/5: 20%|████████▎ | 46201/226747 [1:09:57<4:34:13, 10.97it/s][Batch 46200/226747] G_loss: 2.3847, D_loss: 0.0369
Epoch 4/5: 20%|████████▍ | 46401/226747 [1:10:15<4:33:07, 11.01it/s][Batch 46400/226747] G_loss: 2.2358, D_loss: 0.0386
Epoch 4/5: 21%|████████▍ | 46601/226747 [1:10:33<4:32:55, 11.00it/s][Batch 46600/226747] G_loss: 2.2979, D_loss: 0.0272
Epoch 4/5: 21%|████████▍ | 46801/226747 [1:10:51<4:32:06, 11.02it/s][Batch 46800/226747] G_loss: 2.2865, D_loss: 0.0280
Epoch 4/5: 21%|████████▍ | 47001/226747 [1:11:09<4:31:51, 11.02it/s][Batch 47000/226747] G_loss: 2.2663, D_loss: 0.0399
Epoch 4/5: 21%|████████▌ | 47201/226747 [1:11:27<4:31:32, 11.02it/s][Batch 47200/226747] G_loss: 2.4500, D_loss: 0.0394
Epoch 4/5: 21%|████████▌ | 47401/226747 [1:11:45<4:32:47, 10.96it/s][Batch 47400/226747] G_loss: 2.1624, D_loss: 0.0436
Epoch 4/5: 21%|████████▌ | 47601/226747 [1:12:04<4:31:07, 11.01it/s][Batch 47600/226747] G_loss: 2.2551, D_loss: 0.0276
Epoch 4/5: 21%|████████▋ | 47801/226747 [1:12:22<4:31:01, 11.00it/s][Batch 47800/226747] G_loss: 2.4546, D_loss: 0.0210
Epoch 4/5: 21%|████████▋ | 48001/226747 [1:12:40<4:30:56, 11.00it/s][Batch 48000/226747] G_loss: 2.2030, D_loss: 0.0539
Epoch 4/5: 21%|████████▋ | 48201/226747 [1:12:58<4:29:56, 11.02it/s][Batch 48200/226747] G_loss: 2.5293, D_loss: 0.0420
Epoch 4/5: 21%|████████▊ | 48401/226747 [1:13:16<4:30:05, 11.01it/s][Batch 48400/226747] G_loss: 2.3595, D_loss: 0.0335
Epoch 4/5: 21%|████████▊ | 48601/226747 [1:13:34<4:29:40, 11.01it/s][Batch 48600/226747] G_loss: 2.2362, D_loss: 0.0415
Epoch 4/5: 22%|████████▊ | 48801/226747 [1:13:52<4:29:06, 11.02it/s][Batch 48800/226747] G_loss: 2.2404, D_loss: 0.0426
Epoch 4/5: 22%|████████▊ | 49001/226747 [1:14:11<4:28:59, 11.01it/s][Batch 49000/226747] G_loss: 2.4017, D_loss: 0.0478
Epoch 4/5: 22%|████████▉ | 49201/226747 [1:14:29<4:28:34, 11.02it/s][Batch 49200/226747] G_loss: 2.1923, D_loss: 0.0213
Epoch 4/5: 22%|████████▉ | 49401/226747 [1:14:47<4:28:05, 11.02it/s][Batch 49400/226747] G_loss: 2.2347, D_loss: 0.0287
Epoch 4/5: 22%|████████▉ | 49601/226747 [1:15:05<4:27:58, 11.02it/s][Batch 49600/226747] G_loss: 2.3598, D_loss: 0.0556
Epoch 4/5: 22%|█████████ | 49801/226747 [1:15:23<4:27:35, 11.02it/s][Batch 49800/226747] G_loss: 3.2591, D_loss: 0.2690
Epoch 4/5: 22%|█████████ | 50001/226747 [1:15:41<4:27:29, 11.01it/s][Batch 50000/226747] G_loss: 2.4630, D_loss: 0.0414
Epoch 4/5: 22%|█████████ | 50201/226747 [1:16:00<4:26:58, 11.02it/s][Batch 50200/226747] G_loss: 2.2793, D_loss: 0.0659
Epoch 4/5: 22%|█████████ | 50401/226747 [1:16:18<4:26:56, 11.01it/s][Batch 50400/226747] G_loss: 2.3743, D_loss: 0.0360
Epoch 4/5: 22%|█████████▏ | 50601/226747 [1:16:36<4:26:31, 11.02it/s][Batch 50600/226747] G_loss: 2.3244, D_loss: 0.1064
Epoch 4/5: 22%|█████████▏ | 50801/226747 [1:16:54<4:26:28, 11.00it/s][Batch 50800/226747] G_loss: 2.3002, D_loss: 0.0324
Epoch 4/5: 22%|█████████▏ | 51001/226747 [1:17:12<4:25:54, 11.02it/s][Batch 51000/226747] G_loss: 2.1901, D_loss: 0.0318
Epoch 4/5: 23%|█████████▎ | 51201/226747 [1:17:30<4:25:52, 11.00it/s][Batch 51200/226747] G_loss: 2.3957, D_loss: 0.0434
Epoch 4/5: 23%|█████████▎ | 51401/226747 [1:17:48<4:25:23, 11.01it/s][Batch 51400/226747] G_loss: 2.1333, D_loss: 0.0574
Epoch 4/5: 23%|█████████▎ | 51601/226747 [1:18:07<4:24:51, 11.02it/s][Batch 51600/226747] G_loss: 2.2606, D_loss: 0.0784
Epoch 4/5: 23%|█████████▎ | 51801/226747 [1:18:25<4:24:47, 11.01it/s][Batch 51800/226747] G_loss: 2.1995, D_loss: 0.0349
Epoch 4/5: 23%|█████████▍ | 52001/226747 [1:18:43<4:31:52, 10.71it/s][Batch 52000/226747] G_loss: 2.2335, D_loss: 0.0544
Epoch 4/5: 23%|█████████▍ | 52201/226747 [1:19:01<4:24:07, 11.01it/s][Batch 52200/226747] G_loss: 2.4731, D_loss: 0.0349
Epoch 4/5: 23%|█████████▍ | 52401/226747 [1:19:19<4:23:37, 11.02it/s][Batch 52400/226747] G_loss: 2.4365, D_loss: 0.0408
Epoch 4/5: 23%|█████████▌ | 52601/226747 [1:19:37<4:23:42, 11.01it/s][Batch 52600/226747] G_loss: 2.3993, D_loss: 0.0161
Epoch 4/5: 23%|█████████▌ | 52801/226747 [1:19:55<4:23:19, 11.01it/s][Batch 52800/226747] G_loss: 2.3058, D_loss: 0.0446
Epoch 4/5: 23%|█████████▌ | 53001/226747 [1:20:14<4:22:47, 11.02it/s][Batch 53000/226747] G_loss: 2.3354, D_loss: 0.0474
Epoch 4/5: 23%|█████████▌ | 53201/226747 [1:20:32<4:22:28, 11.02it/s][Batch 53200/226747] G_loss: 2.2739, D_loss: 0.0309
Epoch 4/5: 24%|█████████▋ | 53401/226747 [1:20:50<4:22:27, 11.01it/s][Batch 53400/226747] G_loss: 2.2632, D_loss: 0.0341
Epoch 4/5: 24%|█████████▋ | 53601/226747 [1:21:08<4:21:55, 11.02it/s][Batch 53600/226747] G_loss: 2.1701, D_loss: 0.0337
Epoch 4/5: 24%|█████████▋ | 53801/226747 [1:21:26<4:21:34, 11.02it/s][Batch 53800/226747] G_loss: 2.2176, D_loss: 0.0319
Epoch 4/5: 24%|█████████▊ | 54001/226747 [1:21:44<4:21:18, 11.02it/s][Batch 54000/226747] G_loss: 2.4146, D_loss: 0.0366
Epoch 4/5: 24%|█████████▊ | 54201/226747 [1:22:02<4:21:10, 11.01it/s][Batch 54200/226747] G_loss: 2.3091, D_loss: 0.0551
Epoch 4/5: 24%|█████████▊ | 54401/226747 [1:22:21<4:20:30, 11.03it/s][Batch 54400/226747] G_loss: 2.3994, D_loss: 0.0628
Epoch 4/5: 24%|█████████▊ | 54601/226747 [1:22:39<4:20:21, 11.02it/s][Batch 54600/226747] G_loss: 2.2822, D_loss: 0.0362
Epoch 4/5: 24%|█████████▉ | 54801/226747 [1:22:57<4:20:05, 11.02it/s][Batch 54800/226747] G_loss: 2.3765, D_loss: 0.0571
Epoch 4/5: 24%|█████████▉ | 55001/226747 [1:23:15<4:20:00, 11.01it/s][Batch 55000/226747] G_loss: 1.7420, D_loss: 0.2053
Epoch 4/5: 24%|█████████▉ | 55201/226747 [1:23:33<4:19:17, 11.03it/s][Batch 55200/226747] G_loss: 2.2303, D_loss: 0.0994
Epoch 4/5: 24%|██████████ | 55401/226747 [1:23:51<4:19:09, 11.02it/s][Batch 55400/226747] G_loss: 2.4293, D_loss: 0.0379
Epoch 4/5: 25%|██████████ | 55601/226747 [1:24:10<4:19:11, 11.01it/s][Batch 55600/226747] G_loss: 2.2779, D_loss: 0.0326
Epoch 4/5: 25%|██████████ | 55801/226747 [1:24:28<4:18:43, 11.01it/s][Batch 55800/226747] G_loss: 2.2321, D_loss: 0.0419
Epoch 4/5: 25%|██████████▏ | 56001/226747 [1:24:46<4:18:27, 11.01it/s][Batch 56000/226747] G_loss: 2.1522, D_loss: 0.0483
Epoch 4/5: 25%|██████████▏ | 56201/226747 [1:25:04<4:17:51, 11.02it/s][Batch 56200/226747] G_loss: 2.4638, D_loss: 0.0696
Epoch 4/5: 25%|██████████▏ | 56401/226747 [1:25:22<4:17:34, 11.02it/s][Batch 56400/226747] G_loss: 2.1920, D_loss: 0.0714
Epoch 4/5: 25%|██████████▏ | 56601/226747 [1:25:40<4:17:40, 11.01it/s][Batch 56600/226747] G_loss: 2.2995, D_loss: 0.0370
Epoch 4/5: 25%|██████████▎ | 56801/226747 [1:25:59<4:17:42, 10.99it/s][Batch 56800/226747] G_loss: 2.3791, D_loss: 0.0238
Epoch 4/5: 25%|██████████▎ | 57001/226747 [1:26:17<4:16:41, 11.02it/s][Batch 57000/226747] G_loss: 2.3188, D_loss: 0.0473
Epoch 4/5: 25%|██████████▎ | 57201/226747 [1:26:35<4:16:24, 11.02it/s][Batch 57200/226747] G_loss: 2.3902, D_loss: 0.0245
Epoch 4/5: 25%|██████████▍ | 57401/226747 [1:26:53<4:16:25, 11.01it/s][Batch 57400/226747] G_loss: 2.3187, D_loss: 0.0320
Epoch 4/5: 25%|██████████▍ | 57601/226747 [1:27:11<4:17:07, 10.96it/s][Batch 57600/226747] G_loss: 2.4238, D_loss: 0.0230
Epoch 4/5: 25%|██████████▍ | 57801/226747 [1:27:29<4:15:55, 11.00it/s][Batch 57800/226747] G_loss: 2.2164, D_loss: 0.0446
Epoch 4/5: 26%|██████████▍ | 58001/226747 [1:27:47<4:15:18, 11.02it/s][Batch 58000/226747] G_loss: 2.3131, D_loss: 0.0321
Epoch 4/5: 26%|██████████▌ | 58201/226747 [1:28:06<4:14:55, 11.02it/s][Batch 58200/226747] G_loss: 2.4613, D_loss: 0.0240
Epoch 4/5: 26%|██████████▌ | 58401/226747 [1:28:24<4:14:49, 11.01it/s][Batch 58400/226747] G_loss: 2.5577, D_loss: 0.0448
Epoch 4/5: 26%|██████████▌ | 58601/226747 [1:28:42<4:15:07, 10.98it/s][Batch 58600/226747] G_loss: 2.3796, D_loss: 0.0427
Epoch 4/5: 26%|██████████▋ | 58801/226747 [1:29:00<4:13:55, 11.02it/s][Batch 58800/226747] G_loss: 2.1727, D_loss: 0.0331
Epoch 4/5: 26%|██████████▋ | 59001/226747 [1:29:18<4:13:46, 11.02it/s][Batch 59000/226747] G_loss: 2.1512, D_loss: 0.0377
Epoch 4/5: 26%|██████████▋ | 59201/226747 [1:29:36<4:13:49, 11.00it/s][Batch 59200/226747] G_loss: 2.3935, D_loss: 0.0234
Epoch 4/5: 26%|██████████▋ | 59401/226747 [1:29:54<4:14:10, 10.97it/s][Batch 59400/226747] G_loss: 2.2352, D_loss: 0.0531
Epoch 4/5: 26%|██████████▊ | 59601/226747 [1:30:13<4:12:55, 11.01it/s][Batch 59600/226747] G_loss: 2.3056, D_loss: 0.0211
Epoch 4/5: 26%|██████████▊ | 59801/226747 [1:30:31<4:12:24, 11.02it/s][Batch 59800/226747] G_loss: 2.1524, D_loss: 0.0525
Epoch 4/5: 26%|██████████▊ | 60001/226747 [1:30:49<4:12:05, 11.02it/s][Batch 60000/226747] G_loss: 2.4957, D_loss: 0.0220
Epoch 4/5: 27%|██████████▉ | 60201/226747 [1:31:07<4:11:55, 11.02it/s][Batch 60200/226747] G_loss: 2.3925, D_loss: 0.0116
Epoch 4/5: 27%|██████████▉ | 60401/226747 [1:31:25<4:11:50, 11.01it/s][Batch 60400/226747] G_loss: 2.3619, D_loss: 0.0341
Epoch 4/5: 27%|██████████▉ | 60601/226747 [1:31:43<4:11:29, 11.01it/s][Batch 60600/226747] G_loss: 2.2174, D_loss: 0.0427
Epoch 4/5: 27%|██████████▉ | 60801/226747 [1:32:02<4:10:59, 11.02it/s][Batch 60800/226747] G_loss: 2.2365, D_loss: 0.0295
Epoch 4/5: 27%|███████████ | 61001/226747 [1:32:20<4:10:37, 11.02it/s][Batch 61000/226747] G_loss: 2.4755, D_loss: 0.0311
Epoch 4/5: 27%|███████████ | 61201/226747 [1:32:38<4:10:25, 11.02it/s][Batch 61200/226747] G_loss: 2.2391, D_loss: 0.0419
Epoch 4/5: 27%|███████████ | 61401/226747 [1:32:56<4:10:16, 11.01it/s][Batch 61400/226747] G_loss: 2.3282, D_loss: 0.0276
Epoch 4/5: 27%|███████████▏ | 61601/226747 [1:33:14<4:09:46, 11.02it/s][Batch 61600/226747] G_loss: 2.3283, D_loss: 0.0443
Epoch 4/5: 27%|███████████▏ | 61801/226747 [1:33:32<4:09:29, 11.02it/s][Batch 61800/226747] G_loss: 2.1989, D_loss: 0.0390
Epoch 4/5: 27%|███████████▏ | 62001/226747 [1:33:50<4:09:06, 11.02it/s][Batch 62000/226747] G_loss: 2.5856, D_loss: 0.0252
Epoch 4/5: 27%|███████████▏ | 62201/226747 [1:34:09<4:08:47, 11.02it/s][Batch 62200/226747] G_loss: 2.3479, D_loss: 0.0347
Epoch 4/5: 28%|███████████▎ | 62401/226747 [1:34:27<4:11:02, 10.91it/s][Batch 62400/226747] G_loss: 2.3686, D_loss: 0.0319
Epoch 4/5: 28%|███████████▎ | 62601/226747 [1:34:45<4:09:26, 10.97it/s][Batch 62600/226747] G_loss: 3.7010, D_loss: 0.4515
Epoch 4/5: 28%|███████████▎ | 62803/226747 [1:35:03<4:08:01, 11.02it/s][Batch 62800/226747] G_loss: 2.3847, D_loss: 0.0653
Epoch 4/5: 28%|███████████▍ | 63001/226747 [1:35:21<4:07:34, 11.02it/s][Batch 63000/226747] G_loss: 2.3552, D_loss: 0.0767
Epoch 4/5: 28%|███████████▍ | 63201/226747 [1:35:39<4:07:34, 11.01it/s][Batch 63200/226747] G_loss: 2.5204, D_loss: 0.0438
Epoch 4/5: 28%|███████████▍ | 63401/226747 [1:35:57<4:07:03, 11.02it/s][Batch 63400/226747] G_loss: 2.0891, D_loss: 0.0678
Epoch 4/5: 28%|███████████▌ | 63601/226747 [1:36:16<4:06:51, 11.01it/s][Batch 63600/226747] G_loss: 2.2960, D_loss: 0.0367
Epoch 4/5: 28%|███████████▌ | 63801/226747 [1:36:34<4:06:42, 11.01it/s][Batch 63800/226747] G_loss: 2.1606, D_loss: 0.0894
Epoch 4/5: 28%|███████████▌ | 64001/226747 [1:36:52<4:06:02, 11.02it/s][Batch 64000/226747] G_loss: 1.9992, D_loss: 0.0980
Epoch 4/5: 28%|███████████▌ | 64201/226747 [1:37:10<4:06:00, 11.01it/s][Batch 64200/226747] G_loss: 2.1712, D_loss: 0.0354
Epoch 4/5: 28%|███████████▋ | 64401/226747 [1:37:28<4:05:32, 11.02it/s][Batch 64400/226747] G_loss: 2.3330, D_loss: 0.0241
Epoch 4/5: 28%|███████████▋ | 64601/226747 [1:37:46<4:05:23, 11.01it/s][Batch 64600/226747] G_loss: 2.2634, D_loss: 0.0562
Epoch 4/5: 29%|███████████▋ | 64801/226747 [1:38:05<4:04:57, 11.02it/s][Batch 64800/226747] G_loss: 2.3315, D_loss: 0.0849
Epoch 4/5: 29%|███████████▊ | 65001/226747 [1:38:23<4:04:56, 11.01it/s][Batch 65000/226747] G_loss: 2.1595, D_loss: 0.0466
Epoch 4/5: 29%|███████████▊ | 65201/226747 [1:38:41<4:04:35, 11.01it/s][Batch 65200/226747] G_loss: 2.3156, D_loss: 0.0465
Epoch 4/5: 29%|███████████▊ | 65401/226747 [1:38:59<4:03:58, 11.02it/s][Batch 65400/226747] G_loss: 2.3702, D_loss: 0.0431
Epoch 4/5: 29%|███████████▊ | 65601/226747 [1:39:17<4:03:56, 11.01it/s][Batch 65600/226747] G_loss: 2.3111, D_loss: 0.0254
Epoch 4/5: 29%|███████████▉ | 65801/226747 [1:39:35<4:03:27, 11.02it/s][Batch 65800/226747] G_loss: 2.2158, D_loss: 0.0578
Epoch 4/5: 29%|███████████▉ | 66001/226747 [1:39:53<4:03:09, 11.02it/s][Batch 66000/226747] G_loss: 2.3430, D_loss: 0.0410
Epoch 4/5: 29%|███████████▉ | 66201/226747 [1:40:12<4:03:09, 11.00it/s][Batch 66200/226747] G_loss: 2.2339, D_loss: 0.0448
Epoch 4/5: 29%|████████████ | 66401/226747 [1:40:30<4:02:36, 11.02it/s][Batch 66400/226747] G_loss: 2.2848, D_loss: 0.0263
Epoch 4/5: 29%|████████████ | 66601/226747 [1:40:48<4:02:23, 11.01it/s][Batch 66600/226747] G_loss: 2.2174, D_loss: 0.0642
Epoch 4/5: 29%|████████████ | 66801/226747 [1:41:06<4:01:58, 11.02it/s][Batch 66800/226747] G_loss: 2.4126, D_loss: 0.0326
Epoch 4/5: 30%|████████████ | 67001/226747 [1:41:24<4:21:07, 10.20it/s][Batch 67000/226747] G_loss: 2.2437, D_loss: 0.0614
Epoch 4/5: 30%|████████████▏ | 67201/226747 [1:41:42<4:01:24, 11.02it/s][Batch 67200/226747] G_loss: 2.3941, D_loss: 0.0284
Epoch 4/5: 30%|████████████▏ | 67401/226747 [1:42:00<4:01:03, 11.02it/s][Batch 67400/226747] G_loss: 2.4323, D_loss: 0.0282
Epoch 4/5: 30%|████████████▏ | 67601/226747 [1:42:19<4:00:39, 11.02it/s][Batch 67600/226747] G_loss: 2.2347, D_loss: 0.0378
Epoch 4/5: 30%|████████████▎ | 67801/226747 [1:42:37<4:00:15, 11.03it/s][Batch 67800/226747] G_loss: 2.2104, D_loss: 0.0541
Epoch 4/5: 30%|████████████▎ | 68001/226747 [1:42:55<4:00:18, 11.01it/s][Batch 68000/226747] G_loss: 2.1372, D_loss: 0.0260
Epoch 4/5: 30%|████████████▎ | 68201/226747 [1:43:13<3:59:49, 11.02it/s][Batch 68200/226747] G_loss: 1.9272, D_loss: 0.0728
Epoch 4/5: 30%|████████████▎ | 68401/226747 [1:43:31<3:59:35, 11.01it/s][Batch 68400/226747] G_loss: 2.2818, D_loss: 0.0586
Epoch 4/5: 30%|████████████▍ | 68601/226747 [1:43:49<3:59:09, 11.02it/s][Batch 68600/226747] G_loss: 2.2930, D_loss: 0.0250
Epoch 4/5: 30%|████████████▍ | 68801/226747 [1:44:07<3:59:12, 11.00it/s][Batch 68800/226747] G_loss: 2.2234, D_loss: 0.0260
Epoch 4/5: 30%|████████████▍ | 69001/226747 [1:44:26<3:58:48, 11.01it/s][Batch 69000/226747] G_loss: 2.3312, D_loss: 0.0241
Epoch 4/5: 31%|████████████▌ | 69201/226747 [1:44:44<3:58:18, 11.02it/s][Batch 69200/226747] G_loss: 2.1607, D_loss: 0.0344
Epoch 4/5: 31%|████████████▌ | 69401/226747 [1:45:02<3:58:10, 11.01it/s][Batch 69400/226747] G_loss: 2.5650, D_loss: 0.0283
Epoch 4/5: 31%|████████████▌ | 69601/226747 [1:45:20<3:57:55, 11.01it/s][Batch 69600/226747] G_loss: 2.2595, D_loss: 0.0357
Epoch 4/5: 31%|████████████▌ | 69801/226747 [1:45:38<3:57:12, 11.03it/s][Batch 69800/226747] G_loss: 2.1507, D_loss: 0.0971
Epoch 4/5: 31%|████████████▋ | 70001/226747 [1:45:56<3:56:57, 11.03it/s][Batch 70000/226747] G_loss: 2.3014, D_loss: 0.0379
Epoch 4/5: 31%|████████████▋ | 70201/226747 [1:46:14<3:56:46, 11.02it/s][Batch 70200/226747] G_loss: 2.5670, D_loss: 0.0630
Epoch 4/5: 31%|████████████▋ | 70401/226747 [1:46:33<3:56:32, 11.02it/s][Batch 70400/226747] G_loss: 2.1891, D_loss: 0.0366
Epoch 4/5: 31%|████████████▊ | 70601/226747 [1:46:51<3:55:57, 11.03it/s][Batch 70600/226747] G_loss: 2.3790, D_loss: 0.0187
Epoch 4/5: 31%|████████████▊ | 70801/226747 [1:47:09<3:55:50, 11.02it/s][Batch 70800/226747] G_loss: 2.4496, D_loss: 0.0288
Epoch 4/5: 31%|████████████▊ | 71001/226747 [1:47:27<3:55:29, 11.02it/s][Batch 71000/226747] G_loss: 2.3630, D_loss: 0.0384
Epoch 4/5: 31%|████████████▊ | 71201/226747 [1:47:45<3:55:38, 11.00it/s][Batch 71200/226747] G_loss: 2.2953, D_loss: 0.0226
Epoch 4/5: 31%|████████████▉ | 71401/226747 [1:48:03<3:54:52, 11.02it/s][Batch 71400/226747] G_loss: 2.3526, D_loss: 0.1188
Epoch 4/5: 32%|████████████▉ | 71601/226747 [1:48:21<3:54:44, 11.02it/s][Batch 71600/226747] G_loss: 2.2888, D_loss: 0.0451
Epoch 4/5: 32%|████████████▉ | 71801/226747 [1:48:40<3:54:26, 11.02it/s][Batch 71800/226747] G_loss: 2.2137, D_loss: 0.0303
Epoch 4/5: 32%|█████████████ | 72001/226747 [1:48:58<3:54:04, 11.02it/s][Batch 72000/226747] G_loss: 2.1770, D_loss: 0.0365
Epoch 4/5: 32%|█████████████ | 72201/226747 [1:49:16<3:53:54, 11.01it/s][Batch 72200/226747] G_loss: 2.0977, D_loss: 0.0505
Epoch 4/5: 32%|█████████████ | 72401/226747 [1:49:34<3:53:11, 11.03it/s][Batch 72400/226747] G_loss: 2.2651, D_loss: 0.0490
Epoch 4/5: 32%|█████████████▏ | 72601/226747 [1:49:52<3:54:06, 10.97it/s][Batch 72600/226747] G_loss: 2.1681, D_loss: 0.0339
Epoch 4/5: 32%|█████████████▏ | 72801/226747 [1:50:10<3:52:56, 11.02it/s][Batch 72800/226747] G_loss: 2.2476, D_loss: 0.0420
Epoch 4/5: 32%|█████████████▏ | 73001/226747 [1:50:28<3:52:31, 11.02it/s][Batch 73000/226747] G_loss: 2.0134, D_loss: 0.0359
Epoch 4/5: 32%|█████████████▏ | 73201/226747 [1:50:47<3:52:37, 11.00it/s][Batch 73200/226747] G_loss: 2.3698, D_loss: 0.0228
Epoch 4/5: 32%|█████████████▎ | 73401/226747 [1:51:05<3:51:55, 11.02it/s][Batch 73400/226747] G_loss: 2.1647, D_loss: 0.1189
Epoch 4/5: 32%|█████████████▎ | 73601/226747 [1:51:23<3:51:39, 11.02it/s][Batch 73600/226747] G_loss: 2.1605, D_loss: 0.0737
Epoch 4/5: 33%|█████████████▎ | 73801/226747 [1:51:41<3:51:26, 11.01it/s][Batch 73800/226747] G_loss: 2.3725, D_loss: 0.0325
Epoch 4/5: 33%|█████████████▍ | 74001/226747 [1:51:59<3:50:46, 11.03it/s][Batch 74000/226747] G_loss: 2.3646, D_loss: 0.0614
Epoch 4/5: 33%|█████████████▍ | 74201/226747 [1:52:17<3:50:30, 11.03it/s][Batch 74200/226747] G_loss: 2.2390, D_loss: 0.0425
Epoch 4/5: 33%|█████████████▍ | 74401/226747 [1:52:35<3:50:27, 11.02it/s][Batch 74400/226747] G_loss: 2.3360, D_loss: 0.0322
Epoch 4/5: 33%|█████████████▍ | 74601/226747 [1:52:53<3:50:14, 11.01it/s][Batch 74600/226747] G_loss: 2.2830, D_loss: 0.0488
Epoch 4/5: 33%|█████████████▌ | 74801/226747 [1:53:12<3:49:53, 11.02it/s][Batch 74800/226747] G_loss: 2.2122, D_loss: 0.0522
Epoch 4/5: 33%|█████████████▌ | 75001/226747 [1:53:30<3:49:49, 11.00it/s][Batch 75000/226747] G_loss: 2.0785, D_loss: 0.0663
Epoch 4/5: 33%|█████████████▌ | 75201/226747 [1:53:48<3:49:06, 11.02it/s][Batch 75200/226747] G_loss: 2.2973, D_loss: 0.0465
Epoch 4/5: 33%|█████████████▋ | 75401/226747 [1:54:06<3:48:56, 11.02it/s][Batch 75400/226747] G_loss: 2.2598, D_loss: 0.0380
Epoch 4/5: 33%|█████████████▋ | 75601/226747 [1:54:24<3:48:36, 11.02it/s][Batch 75600/226747] G_loss: 2.3933, D_loss: 0.0381
Epoch 4/5: 33%|█████████████▋ | 75801/226747 [1:54:42<3:48:11, 11.02it/s][Batch 75800/226747] G_loss: 2.1695, D_loss: 0.0493
Epoch 4/5: 34%|█████████████▋ | 76001/226747 [1:55:00<3:47:50, 11.03it/s][Batch 76000/226747] G_loss: 2.4004, D_loss: 0.2004
Epoch 4/5: 34%|█████████████▊ | 76201/226747 [1:55:19<3:47:36, 11.02it/s][Batch 76200/226747] G_loss: 2.1732, D_loss: 0.0981
Epoch 4/5: 34%|█████████████▊ | 76401/226747 [1:55:37<3:48:25, 10.97it/s][Batch 76400/226747] G_loss: 2.5984, D_loss: 0.0554
Epoch 4/5: 34%|█████████████▊ | 76601/226747 [1:55:55<3:47:17, 11.01it/s][Batch 76600/226747] G_loss: 2.2322, D_loss: 0.0732
Epoch 4/5: 34%|█████████████▉ | 76801/226747 [1:56:13<3:47:10, 11.00it/s][Batch 76800/226747] G_loss: 2.3907, D_loss: 0.0528
Epoch 4/5: 34%|█████████████▉ | 77001/226747 [1:56:31<3:46:24, 11.02it/s][Batch 77000/226747] G_loss: 2.1317, D_loss: 0.0871
Epoch 4/5: 34%|█████████████▉ | 77201/226747 [1:56:49<3:46:04, 11.02it/s][Batch 77200/226747] G_loss: 2.4650, D_loss: 0.0493
Epoch 4/5: 34%|█████████████▉ | 77401/226747 [1:57:08<3:48:28, 10.89it/s][Batch 77400/226747] G_loss: 2.4479, D_loss: 0.0475
Epoch 4/5: 34%|██████████████ | 77601/226747 [1:57:26<3:45:19, 11.03it/s][Batch 77600/226747] G_loss: 2.3385, D_loss: 0.0415
Epoch 4/5: 34%|██████████████ | 77801/226747 [1:57:44<3:45:10, 11.02it/s][Batch 77800/226747] G_loss: 2.3918, D_loss: 0.0496
Epoch 4/5: 34%|██████████████ | 78001/226747 [1:58:02<3:45:06, 11.01it/s][Batch 78000/226747] G_loss: 2.2800, D_loss: 0.0497
Epoch 4/5: 34%|██████████████▏ | 78201/226747 [1:58:20<3:44:30, 11.03it/s][Batch 78200/226747] G_loss: 2.3858, D_loss: 0.0311
Epoch 4/5: 35%|██████████████▏ | 78401/226747 [1:58:38<3:44:10, 11.03it/s][Batch 78400/226747] G_loss: 2.3886, D_loss: 0.0703
Epoch 4/5: 35%|██████████████▏ | 78601/226747 [1:58:56<3:43:55, 11.03it/s][Batch 78600/226747] G_loss: 2.2210, D_loss: 0.0374
Epoch 4/5: 35%|██████████████▏ | 78801/226747 [1:59:15<3:43:24, 11.04it/s][Batch 78800/226747] G_loss: 2.4169, D_loss: 0.0262
Epoch 4/5: 35%|██████████████▎ | 79001/226747 [1:59:33<3:43:01, 11.04it/s][Batch 79000/226747] G_loss: 2.4831, D_loss: 0.0283
Epoch 4/5: 35%|██████████████▎ | 79201/226747 [1:59:51<3:43:05, 11.02it/s][Batch 79200/226747] G_loss: 2.1214, D_loss: 0.0834
Epoch 4/5: 35%|██████████████▎ | 79401/226747 [2:00:09<3:42:32, 11.04it/s][Batch 79400/226747] G_loss: 2.2097, D_loss: 0.0403
Epoch 4/5: 35%|██████████████▍ | 79601/226747 [2:00:27<3:42:10, 11.04it/s][Batch 79600/226747] G_loss: 2.4333, D_loss: 0.0187
Epoch 4/5: 35%|██████████████▍ | 79801/226747 [2:00:45<3:41:52, 11.04it/s][Batch 79800/226747] G_loss: 2.1954, D_loss: 0.0616
Epoch 4/5: 35%|██████████████▍ | 80001/226747 [2:01:03<3:41:29, 11.04it/s][Batch 80000/226747] G_loss: 2.0414, D_loss: 0.1163
Epoch 4/5: 35%|██████████████▌ | 80201/226747 [2:01:21<3:41:16, 11.04it/s][Batch 80200/226747] G_loss: 2.3424, D_loss: 0.0335
Epoch 4/5: 35%|██████████████▌ | 80401/226747 [2:01:40<3:41:03, 11.03it/s][Batch 80400/226747] G_loss: 2.2159, D_loss: 0.0449
Epoch 4/5: 36%|██████████████▌ | 80601/226747 [2:01:58<3:40:28, 11.05it/s][Batch 80600/226747] G_loss: 2.2546, D_loss: 0.0352
Epoch 4/5: 36%|██████████████▌ | 80801/226747 [2:02:16<3:40:26, 11.03it/s][Batch 80800/226747] G_loss: 2.3343, D_loss: 0.0300
Epoch 4/5: 36%|██████████████▋ | 81001/226747 [2:02:34<3:40:51, 11.00it/s][Batch 81000/226747] G_loss: 2.2496, D_loss: 0.0733
Epoch 4/5: 36%|██████████████▋ | 81201/226747 [2:02:52<3:39:51, 11.03it/s][Batch 81200/226747] G_loss: 2.3329, D_loss: 0.0565
Epoch 4/5: 36%|██████████████▋ | 81403/226747 [2:03:10<3:39:13, 11.05it/s][Batch 81400/226747] G_loss: 2.3579, D_loss: 0.0301
Epoch 4/5: 36%|██████████████▊ | 81601/226747 [2:03:28<3:39:05, 11.04it/s][Batch 81600/226747] G_loss: 2.3497, D_loss: 0.0273
Epoch 4/5: 36%|██████████████▊ | 81801/226747 [2:03:46<3:39:06, 11.03it/s][Batch 81800/226747] G_loss: 2.2529, D_loss: 0.0440
Epoch 4/5: 36%|██████████████▊ | 82001/226747 [2:04:04<3:38:27, 11.04it/s][Batch 82000/226747] G_loss: 2.2743, D_loss: 0.0482
Epoch 4/5: 36%|██████████████▊ | 82201/226747 [2:04:23<3:38:03, 11.05it/s][Batch 82200/226747] G_loss: 2.3593, D_loss: 0.0301
Epoch 4/5: 36%|██████████████▉ | 82403/226747 [2:04:41<3:37:36, 11.06it/s][Batch 82400/226747] G_loss: 2.4474, D_loss: 0.0267
Epoch 4/5: 36%|██████████████▉ | 82601/226747 [2:04:59<3:37:49, 11.03it/s][Batch 82600/226747] G_loss: 2.3774, D_loss: 0.0357
Epoch 4/5: 37%|██████████████▉ | 82801/226747 [2:05:17<3:37:55, 11.01it/s][Batch 82800/226747] G_loss: 2.0135, D_loss: 0.0843
Epoch 4/5: 37%|███████████████ | 83003/226747 [2:05:35<3:36:51, 11.05it/s][Batch 83000/226747] G_loss: 2.1977, D_loss: 0.0377
Epoch 4/5: 37%|███████████████ | 83201/226747 [2:05:53<3:36:38, 11.04it/s][Batch 83200/226747] G_loss: 2.4539, D_loss: 0.0504
Epoch 4/5: 37%|███████████████ | 83401/226747 [2:06:11<3:36:55, 11.01it/s][Batch 83400/226747] G_loss: 2.2611, D_loss: 0.0775
Epoch 4/5: 37%|███████████████ | 83601/226747 [2:06:29<3:36:20, 11.03it/s][Batch 83600/226747] G_loss: 2.4046, D_loss: 0.0273
Epoch 4/5: 37%|███████████████▏ | 83801/226747 [2:06:48<3:35:40, 11.05it/s][Batch 83800/226747] G_loss: 2.4086, D_loss: 0.0513
Epoch 4/5: 37%|███████████████▏ | 84001/226747 [2:07:06<3:35:33, 11.04it/s][Batch 84000/226747] G_loss: 2.2990, D_loss: 0.0429
Epoch 4/5: 37%|███████████████▏ | 84201/226747 [2:07:24<3:35:12, 11.04it/s][Batch 84200/226747] G_loss: 2.3100, D_loss: 0.0349
Epoch 4/5: 37%|███████████████▎ | 84401/226747 [2:07:42<3:34:55, 11.04it/s][Batch 84400/226747] G_loss: 2.3334, D_loss: 0.0351
Epoch 4/5: 37%|███████████████▎ | 84601/226747 [2:08:00<3:34:40, 11.04it/s][Batch 84600/226747] G_loss: 2.3656, D_loss: 0.0397
Epoch 4/5: 37%|███████████████▎ | 84801/226747 [2:08:18<3:34:16, 11.04it/s][Batch 84800/226747] G_loss: 2.2221, D_loss: 0.0385
Epoch 4/5: 37%|███████████████▎ | 85001/226747 [2:08:36<3:33:42, 11.05it/s][Batch 85000/226747] G_loss: 2.1448, D_loss: 0.0446
Epoch 4/5: 38%|███████████████▍ | 85201/226747 [2:08:54<3:33:49, 11.03it/s][Batch 85200/226747] G_loss: 2.3876, D_loss: 0.0389
Epoch 4/5: 38%|███████████████▍ | 85401/226747 [2:09:12<3:33:14, 11.05it/s][Batch 85400/226747] G_loss: 2.2753, D_loss: 0.0432
Epoch 4/5: 38%|███████████████▍ | 85601/226747 [2:09:31<3:33:03, 11.04it/s][Batch 85600/226747] G_loss: 2.0016, D_loss: 0.0941
Epoch 4/5: 38%|███████████████▌ | 85807/226747 [2:09:49<3:32:54, 11.03it/s][Batch 85800/226747] G_loss: 1.9830, D_loss: 0.1041
Epoch 4/5: 38%|███████████████▌ | 86001/226747 [2:10:07<3:32:21, 11.05it/s][Batch 86000/226747] G_loss: 2.5100, D_loss: 0.0468
Epoch 4/5: 38%|███████████████▌ | 86201/226747 [2:10:25<3:32:14, 11.04it/s][Batch 86200/226747] G_loss: 2.2664, D_loss: 0.0363
Epoch 4/5: 38%|███████████████▌ | 86401/226747 [2:10:43<3:31:57, 11.04it/s][Batch 86400/226747] G_loss: 2.4674, D_loss: 0.0302
Epoch 4/5: 38%|███████████████▋ | 86601/226747 [2:11:01<3:31:45, 11.03it/s][Batch 86600/226747] G_loss: 2.3294, D_loss: 0.0290
Epoch 4/5: 38%|███████████████▋ | 86801/226747 [2:11:19<3:31:08, 11.05it/s][Batch 86800/226747] G_loss: 2.2615, D_loss: 0.0596
Epoch 4/5: 38%|███████████████▋ | 87001/226747 [2:11:37<3:31:31, 11.01it/s][Batch 87000/226747] G_loss: 2.3904, D_loss: 0.0341
Epoch 4/5: 38%|███████████████▊ | 87201/226747 [2:11:56<3:30:46, 11.03it/s][Batch 87200/226747] G_loss: 2.2689, D_loss: 0.0248
Epoch 4/5: 39%|███████████████▊ | 87401/226747 [2:12:14<3:30:26, 11.04it/s][Batch 87400/226747] G_loss: 2.4189, D_loss: 0.0467
Epoch 4/5: 39%|███████████████▊ | 87601/226747 [2:12:32<3:30:11, 11.03it/s][Batch 87600/226747] G_loss: 2.2293, D_loss: 0.0367
Epoch 4/5: 39%|███████████████▉ | 87801/226747 [2:12:50<3:30:32, 11.00it/s][Batch 87800/226747] G_loss: 2.1966, D_loss: 0.0534
Epoch 4/5: 39%|███████████████▉ | 88001/226747 [2:13:08<3:29:36, 11.03it/s][Batch 88000/226747] G_loss: 2.1831, D_loss: 0.0794
Epoch 4/5: 39%|███████████████▉ | 88201/226747 [2:13:26<3:29:25, 11.03it/s][Batch 88200/226747] G_loss: 2.3883, D_loss: 0.0277
Epoch 4/5: 39%|███████████████▉ | 88401/226747 [2:13:44<3:28:59, 11.03it/s][Batch 88400/226747] G_loss: 2.2593, D_loss: 0.0262
Epoch 4/5: 39%|████████████████ | 88601/226747 [2:14:02<3:28:35, 11.04it/s][Batch 88600/226747] G_loss: 2.3200, D_loss: 0.0308
Epoch 4/5: 39%|████████████████ | 88801/226747 [2:14:21<3:28:24, 11.03it/s][Batch 88800/226747] G_loss: 2.1447, D_loss: 0.0784
Epoch 4/5: 39%|████████████████ | 89001/226747 [2:14:39<3:27:44, 11.05it/s][Batch 89000/226747] G_loss: 2.3565, D_loss: 0.0302
Epoch 4/5: 39%|████████████████▏ | 89201/226747 [2:14:57<3:27:35, 11.04it/s][Batch 89200/226747] G_loss: 2.1837, D_loss: 0.0537
Epoch 4/5: 39%|████████████████▏ | 89401/226747 [2:15:15<3:27:34, 11.03it/s][Batch 89400/226747] G_loss: 2.1351, D_loss: 0.0692
Epoch 4/5: 40%|████████████████▏ | 89601/226747 [2:15:33<3:27:20, 11.02it/s][Batch 89600/226747] G_loss: 2.3438, D_loss: 0.0435
Epoch 4/5: 40%|████████████████▏ | 89801/226747 [2:15:51<3:26:48, 11.04it/s][Batch 89800/226747] G_loss: 2.5518, D_loss: 0.0292
Epoch 4/5: 40%|████████████████▎ | 90001/226747 [2:16:09<3:26:24, 11.04it/s][Batch 90000/226747] G_loss: 2.2940, D_loss: 0.0240
Epoch 4/5: 40%|████████████████▎ | 90201/226747 [2:16:27<3:26:06, 11.04it/s][Batch 90200/226747] G_loss: 2.2093, D_loss: 0.0416
Epoch 4/5: 40%|████████████████▎ | 90401/226747 [2:16:45<3:26:05, 11.03it/s][Batch 90400/226747] G_loss: 2.1394, D_loss: 0.0685
Epoch 4/5: 40%|████████████████▍ | 90601/226747 [2:17:04<3:25:30, 11.04it/s][Batch 90600/226747] G_loss: 2.1063, D_loss: 0.0460
Epoch 4/5: 40%|████████████████▍ | 90801/226747 [2:17:22<3:25:12, 11.04it/s][Batch 90800/226747] G_loss: 2.3233, D_loss: 0.0363
Epoch 4/5: 40%|████████████████▍ | 91001/226747 [2:17:40<3:25:05, 11.03it/s][Batch 91000/226747] G_loss: 2.4511, D_loss: 0.1360
Epoch 4/5: 40%|████████████████▍ | 91201/226747 [2:17:58<3:24:32, 11.04it/s][Batch 91200/226747] G_loss: 2.2317, D_loss: 0.0841
Epoch 4/5: 40%|████████████████▌ | 91401/226747 [2:18:16<3:24:19, 11.04it/s][Batch 91400/226747] G_loss: 2.2289, D_loss: 0.1250
Epoch 4/5: 40%|████████████████▌ | 91601/226747 [2:18:34<3:24:48, 11.00it/s][Batch 91600/226747] G_loss: 2.4542, D_loss: 0.0468
Epoch 4/5: 40%|████████████████▌ | 91801/226747 [2:18:52<3:23:37, 11.05it/s][Batch 91800/226747] G_loss: 2.3773, D_loss: 0.0505
Epoch 4/5: 41%|████████████████▋ | 92001/226747 [2:19:10<3:23:17, 11.05it/s][Batch 92000/226747] G_loss: 2.2191, D_loss: 0.0497
Epoch 4/5: 41%|████████████████▋ | 92201/226747 [2:19:29<3:22:55, 11.05it/s][Batch 92200/226747] G_loss: 2.3021, D_loss: 0.0573
Epoch 4/5: 41%|████████████████▋ | 92401/226747 [2:19:47<3:24:41, 10.94it/s][Batch 92400/226747] G_loss: 2.3409, D_loss: 0.0398
Epoch 4/5: 41%|████████████████▋ | 92601/226747 [2:20:05<3:22:30, 11.04it/s][Batch 92600/226747] G_loss: 2.1924, D_loss: 0.0669
Epoch 4/5: 41%|████████████████▊ | 92801/226747 [2:20:23<3:22:31, 11.02it/s][Batch 92800/226747] G_loss: 2.2637, D_loss: 0.0526
Epoch 4/5: 41%|████████████████▊ | 93001/226747 [2:20:41<3:22:01, 11.03it/s][Batch 93000/226747] G_loss: 2.1362, D_loss: 0.0875
Epoch 4/5: 41%|████████████████▊ | 93201/226747 [2:20:59<3:22:48, 10.97it/s][Batch 93200/226747] G_loss: 2.3676, D_loss: 0.0230
Epoch 4/5: 41%|████████████████▉ | 93401/226747 [2:21:17<3:22:02, 11.00it/s][Batch 93400/226747] G_loss: 2.2716, D_loss: 0.0438
Epoch 4/5: 41%|████████████████▉ | 93601/226747 [2:21:35<3:21:13, 11.03it/s][Batch 93600/226747] G_loss: 2.1656, D_loss: 0.0461
Epoch 4/5: 41%|████████████████▉ | 93801/226747 [2:21:54<3:20:46, 11.04it/s][Batch 93800/226747] G_loss: 2.3757, D_loss: 0.0226
Epoch 4/5: 41%|████████████████▉ | 94001/226747 [2:22:12<3:20:30, 11.03it/s][Batch 94000/226747] G_loss: 2.2013, D_loss: 0.0610
Epoch 4/5: 42%|█████████████████ | 94201/226747 [2:22:30<3:20:12, 11.03it/s][Batch 94200/226747] G_loss: 2.3773, D_loss: 0.0201
Epoch 4/5: 42%|█████████████████ | 94401/226747 [2:22:48<3:20:23, 11.01it/s][Batch 94400/226747] G_loss: 2.2519, D_loss: 0.0683
Epoch 4/5: 42%|█████████████████ | 94601/226747 [2:23:06<3:19:44, 11.03it/s][Batch 94600/226747] G_loss: 2.2631, D_loss: 0.0356
Epoch 4/5: 42%|█████████████████▏ | 94801/226747 [2:23:24<3:19:09, 11.04it/s][Batch 94800/226747] G_loss: 2.1808, D_loss: 0.0441
Epoch 4/5: 42%|█████████████████▏ | 95001/226747 [2:23:42<3:19:16, 11.02it/s][Batch 95000/226747] G_loss: 2.3150, D_loss: 0.0649
Epoch 4/5: 42%|█████████████████▏ | 95201/226747 [2:24:00<3:18:42, 11.03it/s][Batch 95200/226747] G_loss: 2.2241, D_loss: 0.1007
Epoch 4/5: 42%|█████████████████▎ | 95401/226747 [2:24:19<3:19:07, 10.99it/s][Batch 95400/226747] G_loss: 2.1680, D_loss: 0.0688
Epoch 4/5: 42%|█████████████████▎ | 95601/226747 [2:24:37<3:18:03, 11.04it/s][Batch 95600/226747] G_loss: 2.1924, D_loss: 0.0857
Epoch 4/5: 42%|█████████████████▎ | 95801/226747 [2:24:55<3:18:06, 11.02it/s][Batch 95800/226747] G_loss: 2.5028, D_loss: 0.0590
Epoch 4/5: 42%|█████████████████▎ | 96001/226747 [2:25:13<3:17:37, 11.03it/s][Batch 96000/226747] G_loss: 2.4261, D_loss: 0.0435
Epoch 4/5: 42%|█████████████████▍ | 96201/226747 [2:25:31<3:17:19, 11.03it/s][Batch 96200/226747] G_loss: 2.2577, D_loss: 0.0691
Epoch 4/5: 43%|█████████████████▍ | 96401/226747 [2:25:49<3:17:05, 11.02it/s][Batch 96400/226747] G_loss: 2.1508, D_loss: 0.0420
Epoch 4/5: 43%|█████████████████▍ | 96601/226747 [2:26:07<3:16:19, 11.05it/s][Batch 96600/226747] G_loss: 2.4708, D_loss: 0.0241
Epoch 4/5: 43%|█████████████████▌ | 96801/226747 [2:26:25<3:16:14, 11.04it/s][Batch 96800/226747] G_loss: 2.3056, D_loss: 0.0261
Epoch 4/5: 43%|█████████████████▌ | 97001/226747 [2:26:44<3:15:54, 11.04it/s][Batch 97000/226747] G_loss: 2.3272, D_loss: 0.0334
Epoch 4/5: 43%|█████████████████▌ | 97201/226747 [2:27:02<3:15:39, 11.03it/s][Batch 97200/226747] G_loss: 2.1369, D_loss: 0.0529
Epoch 4/5: 43%|█████████████████▌ | 97401/226747 [2:27:20<3:15:24, 11.03it/s][Batch 97400/226747] G_loss: 2.4782, D_loss: 0.0403
Epoch 4/5: 43%|█████████████████▋ | 97601/226747 [2:27:38<3:15:12, 11.03it/s][Batch 97600/226747] G_loss: 2.3227, D_loss: 0.0253
Epoch 4/5: 43%|█████████████████▋ | 97801/226747 [2:27:56<3:14:38, 11.04it/s][Batch 97800/226747] G_loss: 2.3888, D_loss: 0.0525
Epoch 4/5: 43%|█████████████████▋ | 98001/226747 [2:28:14<3:14:37, 11.03it/s][Batch 98000/226747] G_loss: 2.3243, D_loss: 0.0644
Epoch 4/5: 43%|█████████████████▊ | 98201/226747 [2:28:32<3:14:18, 11.03it/s][Batch 98200/226747] G_loss: 2.3205, D_loss: 0.0376
Epoch 4/5: 43%|█████████████████▊ | 98401/226747 [2:28:52<3:33:13, 10.03it/s][Batch 98400/226747] G_loss: 2.3051, D_loss: 0.0423
Epoch 4/5: 43%|█████████████████▊ | 98601/226747 [2:29:12<3:33:21, 10.01it/s][Batch 98600/226747] G_loss: 2.3365, D_loss: 0.0421
Epoch 4/5: 44%|█████████████████▊ | 98801/226747 [2:29:32<3:33:30, 9.99it/s][Batch 98800/226747] G_loss: 2.2017, D_loss: 0.0466
Epoch 4/5: 44%|█████████████████▉ | 99000/226747 [2:29:52<3:32:48, 10.00it/s][Batch 99000/226747] G_loss: 2.2187, D_loss: 0.0275
Epoch 4/5: 44%|█████████████████▉ | 99200/226747 [2:30:12<3:31:30, 10.05it/s][Batch 99200/226747] G_loss: 2.3420, D_loss: 0.0337
Epoch 4/5: 44%|█████████████████▉ | 99400/226747 [2:30:31<3:13:08, 10.99it/s][Batch 99400/226747] G_loss: 2.0915, D_loss: 0.0570
Epoch 4/5: 44%|██████████████████ | 99600/226747 [2:30:49<3:12:23, 11.01it/s][Batch 99600/226747] G_loss: 2.3875, D_loss: 0.0237
Epoch 4/5: 44%|██████████████████ | 99800/226747 [2:31:07<3:11:52, 11.03it/s][Batch 99800/226747] G_loss: 2.3123, D_loss: 0.0503
Epoch 4/5: 44%|█████████████████▋ | 100000/226747 [2:31:26<3:11:46, 11.02it/s][Batch 100000/226747] G_loss: 2.1365, D_loss: 0.0442
Epoch 4/5: 44%|█████████████████▋ | 100200/226747 [2:31:44<3:11:32, 11.01it/s][Batch 100200/226747] G_loss: 2.3414, D_loss: 0.0433
Epoch 4/5: 44%|█████████████████▋ | 100400/226747 [2:32:02<3:11:48, 10.98it/s][Batch 100400/226747] G_loss: 2.3100, D_loss: 0.0530
Epoch 4/5: 44%|█████████████████▋ | 100600/226747 [2:32:20<3:10:55, 11.01it/s][Batch 100600/226747] G_loss: 2.3109, D_loss: 0.0284
Epoch 4/5: 44%|█████████████████▊ | 100800/226747 [2:32:38<3:10:37, 11.01it/s][Batch 100800/226747] G_loss: 2.3494, D_loss: 0.0191
Epoch 4/5: 45%|█████████████████▊ | 101000/226747 [2:32:57<3:10:13, 11.02it/s][Batch 101000/226747] G_loss: 2.2370, D_loss: 0.0441
Epoch 4/5: 45%|█████████████████▊ | 101200/226747 [2:33:15<3:09:57, 11.02it/s][Batch 101200/226747] G_loss: 2.5420, D_loss: 0.0215
Epoch 4/5: 45%|█████████████████▉ | 101400/226747 [2:33:33<3:09:42, 11.01it/s][Batch 101400/226747] G_loss: 2.3285, D_loss: 0.0307
Epoch 4/5: 45%|█████████████████▉ | 101600/226747 [2:33:51<3:10:02, 10.98it/s][Batch 101600/226747] G_loss: 2.2855, D_loss: 0.0435
Epoch 4/5: 45%|█████████████████▉ | 101800/226747 [2:34:09<3:09:44, 10.98it/s][Batch 101800/226747] G_loss: 2.1820, D_loss: 0.0268
Epoch 4/5: 45%|█████████████████▉ | 102000/226747 [2:34:28<3:09:21, 10.98it/s][Batch 102000/226747] G_loss: 2.1375, D_loss: 0.0358
Epoch 4/5: 45%|██████████████████ | 102200/226747 [2:34:46<3:09:10, 10.97it/s][Batch 102200/226747] G_loss: 2.1214, D_loss: 0.0465
Epoch 4/5: 45%|██████████████████ | 102400/226747 [2:35:04<3:08:56, 10.97it/s][Batch 102400/226747] G_loss: 2.1456, D_loss: 0.0358
Epoch 4/5: 45%|██████████████████ | 102600/226747 [2:35:22<3:07:54, 11.01it/s][Batch 102600/226747] G_loss: 2.2947, D_loss: 0.0348
Epoch 4/5: 45%|██████████████████▏ | 102800/226747 [2:35:40<3:08:45, 10.94it/s][Batch 102800/226747] G_loss: 2.1860, D_loss: 0.0444
Epoch 4/5: 45%|██████████████████▏ | 103000/226747 [2:35:59<3:07:47, 10.98it/s][Batch 103000/226747] G_loss: 2.3198, D_loss: 0.0246
Epoch 4/5: 46%|██████████████████▏ | 103200/226747 [2:36:17<3:06:21, 11.05it/s][Batch 103200/226747] G_loss: 2.2875, D_loss: 0.0228
Epoch 4/5: 46%|██████████████████▏ | 103400/226747 [2:36:35<3:07:37, 10.96it/s][Batch 103400/226747] G_loss: 2.2747, D_loss: 0.0402
Epoch 4/5: 46%|██████████████████▎ | 103600/226747 [2:36:53<3:06:26, 11.01it/s][Batch 103600/226747] G_loss: 2.3012, D_loss: 0.0230
Epoch 4/5: 46%|██████████████████▎ | 103800/226747 [2:37:11<3:06:33, 10.98it/s][Batch 103800/226747] G_loss: 2.2345, D_loss: 0.0549
Epoch 4/5: 46%|██████████████████▎ | 104000/226747 [2:37:30<3:05:45, 11.01it/s][Batch 104000/226747] G_loss: 2.4114, D_loss: 0.0293
Epoch 4/5: 46%|██████████████████▍ | 104200/226747 [2:37:48<3:06:10, 10.97it/s][Batch 104200/226747] G_loss: 2.2642, D_loss: 0.0624
Epoch 4/5: 46%|██████████████████▍ | 104400/226747 [2:38:06<3:05:36, 10.99it/s][Batch 104400/226747] G_loss: 2.3610, D_loss: 0.0230
Epoch 4/5: 46%|██████████████████▍ | 104600/226747 [2:38:24<3:05:41, 10.96it/s][Batch 104600/226747] G_loss: 2.1762, D_loss: 0.0692
Epoch 4/5: 46%|██████████████████▍ | 104800/226747 [2:38:43<3:04:15, 11.03it/s][Batch 104800/226747] G_loss: 2.3399, D_loss: 0.0572
Epoch 4/5: 46%|██████████████████▌ | 105000/226747 [2:39:01<3:04:09, 11.02it/s][Batch 105000/226747] G_loss: 2.3750, D_loss: 0.0176
Epoch 4/5: 46%|██████████████████▌ | 105200/226747 [2:39:19<3:04:29, 10.98it/s][Batch 105200/226747] G_loss: 2.3289, D_loss: 0.0329
Epoch 4/5: 46%|██████████████████▌ | 105400/226747 [2:39:37<3:03:37, 11.01it/s][Batch 105400/226747] G_loss: 2.4270, D_loss: 0.0222
Epoch 4/5: 47%|██████████████████▋ | 105600/226747 [2:39:55<3:04:14, 10.96it/s][Batch 105600/226747] G_loss: 2.3454, D_loss: 0.0720
Epoch 4/5: 47%|██████████████████▋ | 105800/226747 [2:40:14<3:03:46, 10.97it/s][Batch 105800/226747] G_loss: 2.3306, D_loss: 0.0355
Epoch 4/5: 47%|██████████████████▋ | 106000/226747 [2:40:32<3:03:17, 10.98it/s][Batch 106000/226747] G_loss: 2.1148, D_loss: 0.0939
Epoch 4/5: 47%|██████████████████▋ | 106200/226747 [2:40:50<3:02:32, 11.01it/s][Batch 106200/226747] G_loss: 2.1852, D_loss: 0.0367
Epoch 4/5: 47%|██████████████████▊ | 106400/226747 [2:41:08<3:03:07, 10.95it/s][Batch 106400/226747] G_loss: 2.4046, D_loss: 0.0240
Epoch 4/5: 47%|██████████████████▊ | 106600/226747 [2:41:26<3:02:22, 10.98it/s][Batch 106600/226747] G_loss: 2.2278, D_loss: 0.0557
Epoch 4/5: 47%|██████████████████▊ | 106800/226747 [2:41:45<3:01:41, 11.00it/s][Batch 106800/226747] G_loss: 2.4531, D_loss: 0.0363
Epoch 4/5: 47%|██████████████████▉ | 107000/226747 [2:42:03<3:01:49, 10.98it/s][Batch 107000/226747] G_loss: 2.2977, D_loss: 0.0519
Epoch 4/5: 47%|██████████████████▉ | 107200/226747 [2:42:21<3:01:37, 10.97it/s][Batch 107200/226747] G_loss: 2.1034, D_loss: 0.0676
Epoch 4/5: 47%|██████████████████▉ | 107400/226747 [2:42:39<3:05:30, 10.72it/s][Batch 107400/226747] G_loss: 2.4040, D_loss: 0.0196
Epoch 4/5: 47%|██████████████████▉ | 107600/226747 [2:42:58<3:00:39, 10.99it/s][Batch 107600/226747] G_loss: 2.4774, D_loss: 0.0261
Epoch 4/5: 48%|███████████████████ | 107800/226747 [2:43:16<2:59:55, 11.02it/s][Batch 107800/226747] G_loss: 2.2521, D_loss: 0.0235
Epoch 4/5: 48%|███████████████████ | 108000/226747 [2:43:34<2:59:52, 11.00it/s][Batch 108000/226747] G_loss: 2.3976, D_loss: 0.0276
Epoch 4/5: 48%|███████████████████ | 108200/226747 [2:43:52<2:59:30, 11.01it/s][Batch 108200/226747] G_loss: 2.2152, D_loss: 0.0240
Epoch 4/5: 48%|███████████████████ | 108400/226747 [2:44:10<3:00:09, 10.95it/s][Batch 108400/226747] G_loss: 2.2824, D_loss: 0.0498
Epoch 4/5: 48%|███████████████████▏ | 108600/226747 [2:44:29<2:59:22, 10.98it/s][Batch 108600/226747] G_loss: 2.2764, D_loss: 0.0490
Epoch 4/5: 48%|███████████████████▏ | 108800/226747 [2:44:47<2:58:24, 11.02it/s][Batch 108800/226747] G_loss: 2.3230, D_loss: 0.0304
Epoch 4/5: 48%|███████████████████▏ | 109000/226747 [2:45:05<2:58:48, 10.98it/s][Batch 109000/226747] G_loss: 2.2013, D_loss: 0.0322
Epoch 4/5: 48%|███████████████████▎ | 109200/226747 [2:45:23<2:57:52, 11.01it/s][Batch 109200/226747] G_loss: 2.2729, D_loss: 0.0218
Epoch 4/5: 48%|███████████████████▎ | 109400/226747 [2:45:41<2:57:27, 11.02it/s][Batch 109400/226747] G_loss: 2.4762, D_loss: 0.0209
Epoch 4/5: 48%|███████████████████▎ | 109600/226747 [2:46:00<2:57:53, 10.98it/s][Batch 109600/226747] G_loss: 2.3074, D_loss: 0.0195
Epoch 4/5: 48%|███████████████████▎ | 109800/226747 [2:46:18<2:58:03, 10.95it/s][Batch 109800/226747] G_loss: 2.1944, D_loss: 0.0336
Epoch 4/5: 49%|███████████████████▍ | 110000/226747 [2:46:36<2:57:28, 10.96it/s][Batch 110000/226747] G_loss: 2.3517, D_loss: 0.0248
Epoch 4/5: 49%|███████████████████▍ | 110200/226747 [2:46:54<2:57:18, 10.96it/s][Batch 110200/226747] G_loss: 2.3879, D_loss: 0.0328
Epoch 4/5: 49%|███████████████████▍ | 110400/226747 [2:47:13<2:56:42, 10.97it/s][Batch 110400/226747] G_loss: 2.3391, D_loss: 0.0337
Epoch 4/5: 49%|███████████████████▌ | 110600/226747 [2:47:31<2:56:19, 10.98it/s][Batch 110600/226747] G_loss: 2.3096, D_loss: 0.0200
Epoch 4/5: 49%|███████████████████▌ | 110800/226747 [2:47:49<2:56:17, 10.96it/s][Batch 110800/226747] G_loss: 2.3078, D_loss: 0.0353
Epoch 4/5: 49%|███████████████████▌ | 111000/226747 [2:48:07<2:55:39, 10.98it/s][Batch 111000/226747] G_loss: 2.1478, D_loss: 0.0454
Epoch 4/5: 49%|███████████████████▌ | 111200/226747 [2:48:25<2:55:31, 10.97it/s][Batch 111200/226747] G_loss: 2.2744, D_loss: 0.0276
Epoch 4/5: 49%|███████████████████▋ | 111400/226747 [2:48:44<2:55:18, 10.97it/s][Batch 111400/226747] G_loss: 2.3827, D_loss: 0.0250
Epoch 4/5: 49%|███████████████████▋ | 111600/226747 [2:49:02<2:54:54, 10.97it/s][Batch 111600/226747] G_loss: 2.1363, D_loss: 0.0525
Epoch 4/5: 49%|███████████████████▋ | 111800/226747 [2:49:20<2:54:27, 10.98it/s][Batch 111800/226747] G_loss: 2.4395, D_loss: 0.0191
Epoch 4/5: 49%|███████████████████▊ | 112000/226747 [2:49:38<2:54:21, 10.97it/s][Batch 112000/226747] G_loss: 2.3060, D_loss: 0.0230
Epoch 4/5: 49%|███████████████████▊ | 112200/226747 [2:49:57<2:53:58, 10.97it/s][Batch 112200/226747] G_loss: 2.2763, D_loss: 0.0334
Epoch 4/5: 50%|███████████████████▊ | 112400/226747 [2:50:15<2:52:58, 11.02it/s][Batch 112400/226747] G_loss: 2.3264, D_loss: 0.0492
Epoch 4/5: 50%|███████████████████▊ | 112600/226747 [2:50:33<2:53:40, 10.95it/s][Batch 112600/226747] G_loss: 2.2318, D_loss: 0.0368
Epoch 4/5: 50%|███████████████████▉ | 112800/226747 [2:50:51<2:52:59, 10.98it/s][Batch 112800/226747] G_loss: 2.1926, D_loss: 0.0573
Epoch 4/5: 50%|███████████████████▉ | 113000/226747 [2:51:09<2:52:38, 10.98it/s][Batch 113000/226747] G_loss: 2.3953, D_loss: 0.0286
Epoch 4/5: 50%|███████████████████▉ | 113200/226747 [2:51:28<2:52:37, 10.96it/s][Batch 113200/226747] G_loss: 2.5144, D_loss: 0.0542
Epoch 4/5: 50%|████████████████████ | 113400/226747 [2:51:46<2:51:25, 11.02it/s][Batch 113400/226747] G_loss: 2.4193, D_loss: 0.0324
Epoch 4/5: 50%|████████████████████ | 113600/226747 [2:52:04<2:51:49, 10.97it/s][Batch 113600/226747] G_loss: 2.2317, D_loss: 0.0532
Epoch 4/5: 50%|████████████████████ | 113800/226747 [2:52:22<2:51:07, 11.00it/s][Batch 113800/226747] G_loss: 2.4690, D_loss: 0.0414
Epoch 4/5: 50%|████████████████████ | 114000/226747 [2:52:40<2:50:50, 11.00it/s][Batch 114000/226747] G_loss: 2.2408, D_loss: 0.0394
Epoch 4/5: 50%|████████████████████▏ | 114200/226747 [2:52:59<2:50:36, 10.99it/s][Batch 114200/226747] G_loss: 2.2265, D_loss: 0.0208
Epoch 4/5: 50%|████████████████████▏ | 114400/226747 [2:53:17<2:49:59, 11.02it/s][Batch 114400/226747] G_loss: 2.3793, D_loss: 0.0439
Epoch 4/5: 51%|████████████████████▏ | 114600/226747 [2:53:35<2:50:03, 10.99it/s][Batch 114600/226747] G_loss: 2.3115, D_loss: 0.0219
Epoch 4/5: 51%|████████████████████▎ | 114800/226747 [2:53:53<2:50:01, 10.97it/s][Batch 114800/226747] G_loss: 2.2104, D_loss: 0.0497
Epoch 4/5: 51%|████████████████████▎ | 115000/226747 [2:54:12<2:48:54, 11.03it/s][Batch 115000/226747] G_loss: 2.2755, D_loss: 0.0376
Epoch 4/5: 51%|████████████████████▎ | 115200/226747 [2:54:30<2:49:43, 10.95it/s][Batch 115200/226747] G_loss: 2.1833, D_loss: 0.0393
Epoch 4/5: 51%|████████████████████▎ | 115400/226747 [2:54:48<2:49:06, 10.97it/s][Batch 115400/226747] G_loss: 2.2498, D_loss: 0.0328
Epoch 4/5: 51%|████████████████████▍ | 115600/226747 [2:55:06<2:48:38, 10.98it/s][Batch 115600/226747] G_loss: 2.3574, D_loss: 0.0318
Epoch 4/5: 51%|████████████████████▍ | 115800/226747 [2:55:24<2:48:28, 10.98it/s][Batch 115800/226747] G_loss: 2.1422, D_loss: 0.0524
Epoch 4/5: 51%|████████████████████▍ | 116000/226747 [2:55:43<2:47:34, 11.02it/s][Batch 116000/226747] G_loss: 2.2913, D_loss: 0.0470
Epoch 4/5: 51%|████████████████████▍ | 116200/226747 [2:56:01<2:47:49, 10.98it/s][Batch 116200/226747] G_loss: 2.2224, D_loss: 0.0324
Epoch 4/5: 51%|████████████████████▌ | 116400/226747 [2:56:19<2:47:41, 10.97it/s][Batch 116400/226747] G_loss: 2.1666, D_loss: 0.0418
Epoch 4/5: 51%|████████████████████▌ | 116600/226747 [2:56:37<2:47:15, 10.98it/s][Batch 116600/226747] G_loss: 2.4081, D_loss: 0.0392
Epoch 4/5: 52%|████████████████████▌ | 116800/226747 [2:56:55<2:46:55, 10.98it/s][Batch 116800/226747] G_loss: 2.2360, D_loss: 0.0440
Epoch 4/5: 52%|████████████████████▋ | 117000/226747 [2:57:14<2:46:34, 10.98it/s][Batch 117000/226747] G_loss: 2.1627, D_loss: 0.0387
Epoch 4/5: 52%|████████████████████▋ | 117200/226747 [2:57:32<2:46:17, 10.98it/s][Batch 117200/226747] G_loss: 2.4252, D_loss: 0.0276
Epoch 4/5: 52%|████████████████████▋ | 117400/226747 [2:57:50<2:45:21, 11.02it/s][Batch 117400/226747] G_loss: 2.3887, D_loss: 0.0285
Epoch 4/5: 52%|████████████████████▋ | 117600/226747 [2:58:08<2:45:40, 10.98it/s][Batch 117600/226747] G_loss: 2.4206, D_loss: 0.1114
Epoch 4/5: 52%|████████████████████▊ | 117800/226747 [2:58:27<2:46:05, 10.93it/s][Batch 117800/226747] G_loss: 2.4712, D_loss: 0.0858
Epoch 4/5: 52%|████████████████████▊ | 118000/226747 [2:58:45<2:45:12, 10.97it/s][Batch 118000/226747] G_loss: 2.2506, D_loss: 0.0384
Epoch 4/5: 52%|████████████████████▊ | 118200/226747 [2:59:03<2:44:27, 11.00it/s][Batch 118200/226747] G_loss: 2.4837, D_loss: 0.0227
Epoch 4/5: 52%|████████████████████▉ | 118400/226747 [2:59:21<2:44:28, 10.98it/s][Batch 118400/226747] G_loss: 2.3325, D_loss: 0.0387
Epoch 4/5: 52%|████████████████████▉ | 118600/226747 [2:59:39<2:44:02, 10.99it/s][Batch 118600/226747] G_loss: 2.3558, D_loss: 0.0451
Epoch 4/5: 52%|████████████████████▉ | 118800/226747 [2:59:58<2:43:59, 10.97it/s][Batch 118800/226747] G_loss: 2.1873, D_loss: 0.0334
Epoch 4/5: 52%|████████████████████▉ | 119000/226747 [3:00:16<2:43:28, 10.99it/s][Batch 119000/226747] G_loss: 2.2877, D_loss: 0.0185
Epoch 4/5: 53%|█████████████████████ | 119200/226747 [3:00:34<2:43:34, 10.96it/s][Batch 119200/226747] G_loss: 2.3901, D_loss: 0.0449
Epoch 4/5: 53%|█████████████████████ | 119400/226747 [3:00:52<2:42:53, 10.98it/s][Batch 119400/226747] G_loss: 2.5081, D_loss: 0.0234
Epoch 4/5: 53%|█████████████████████ | 119600/226747 [3:01:11<2:42:11, 11.01it/s][Batch 119600/226747] G_loss: 2.4598, D_loss: 0.0292
Epoch 4/5: 53%|█████████████████████▏ | 119800/226747 [3:01:29<2:42:24, 10.98it/s][Batch 119800/226747] G_loss: 2.3291, D_loss: 0.0194
Epoch 4/5: 53%|█████████████████████▏ | 120000/226747 [3:01:47<2:42:06, 10.97it/s][Batch 120000/226747] G_loss: 2.0929, D_loss: 0.0409
Epoch 4/5: 53%|█████████████████████▏ | 120200/226747 [3:02:05<2:41:48, 10.97it/s][Batch 120200/226747] G_loss: 2.2343, D_loss: 0.0879
Epoch 4/5: 53%|█████████████████████▏ | 120400/226747 [3:02:23<2:41:31, 10.97it/s][Batch 120400/226747] G_loss: 2.2535, D_loss: 0.0558
Epoch 4/5: 53%|█████████████████████▎ | 120600/226747 [3:02:42<2:41:20, 10.96it/s][Batch 120600/226747] G_loss: 2.2217, D_loss: 0.0363
Epoch 4/5: 53%|█████████████████████▎ | 120800/226747 [3:03:00<2:41:08, 10.96it/s][Batch 120800/226747] G_loss: 2.3334, D_loss: 0.0433
Epoch 4/5: 53%|█████████████████████▎ | 121000/226747 [3:03:18<2:40:35, 10.97it/s][Batch 121000/226747] G_loss: 2.3361, D_loss: 0.0388
Epoch 4/5: 53%|█████████████████████▍ | 121200/226747 [3:03:36<2:40:18, 10.97it/s][Batch 121200/226747] G_loss: 2.1438, D_loss: 0.0442
Epoch 4/5: 54%|█████████████████████▍ | 121400/226747 [3:03:54<2:39:11, 11.03it/s][Batch 121400/226747] G_loss: 2.5349, D_loss: 0.0109
Epoch 4/5: 54%|█████████████████████▍ | 121600/226747 [3:04:13<2:39:17, 11.00it/s][Batch 121600/226747] G_loss: 2.3754, D_loss: 0.0201
Epoch 4/5: 54%|█████████████████████▍ | 121800/226747 [3:04:31<2:39:26, 10.97it/s][Batch 121800/226747] G_loss: 2.2967, D_loss: 0.0387
Epoch 4/5: 54%|█████████████████████▌ | 122000/226747 [3:04:49<2:38:55, 10.98it/s][Batch 122000/226747] G_loss: 2.1363, D_loss: 0.0420
Epoch 4/5: 54%|█████████████████████▌ | 122200/226747 [3:05:07<2:38:18, 11.01it/s][Batch 122200/226747] G_loss: 2.3198, D_loss: 0.0232
Epoch 4/5: 54%|█████████████████████▌ | 122400/226747 [3:05:25<2:38:15, 10.99it/s][Batch 122400/226747] G_loss: 2.1745, D_loss: 0.0552
Epoch 4/5: 54%|█████████████████████▋ | 122600/226747 [3:05:44<2:37:23, 11.03it/s][Batch 122600/226747] G_loss: 2.2889, D_loss: 0.0211
Epoch 4/5: 54%|█████████████████████▋ | 122800/226747 [3:06:02<2:37:03, 11.03it/s][Batch 122800/226747] G_loss: 2.2822, D_loss: 0.0240
Epoch 4/5: 54%|█████████████████████▋ | 123000/226747 [3:06:20<2:37:40, 10.97it/s][Batch 123000/226747] G_loss: 2.2491, D_loss: 0.0469
Epoch 4/5: 54%|█████████████████████▋ | 123200/226747 [3:06:38<2:37:07, 10.98it/s][Batch 123200/226747] G_loss: 2.3445, D_loss: 0.0528
Epoch 4/5: 54%|█████████████████████▊ | 123400/226747 [3:06:57<2:36:39, 10.99it/s][Batch 123400/226747] G_loss: 2.3664, D_loss: 0.0384
Epoch 4/5: 55%|█████████████████████▊ | 123600/226747 [3:07:15<2:36:32, 10.98it/s][Batch 123600/226747] G_loss: 2.4363, D_loss: 0.0306
Epoch 4/5: 55%|█████████████████████▊ | 123800/226747 [3:07:33<2:36:20, 10.97it/s][Batch 123800/226747] G_loss: 2.2384, D_loss: 0.0251
Epoch 4/5: 55%|█████████████████████▊ | 124000/226747 [3:07:51<2:35:52, 10.99it/s][Batch 124000/226747] G_loss: 2.0791, D_loss: 0.1166
Epoch 4/5: 55%|█████████████████████▉ | 124200/226747 [3:08:09<2:35:47, 10.97it/s][Batch 124200/226747] G_loss: 2.3242, D_loss: 0.0298
Epoch 4/5: 55%|█████████████████████▉ | 124400/226747 [3:08:28<2:35:21, 10.98it/s][Batch 124400/226747] G_loss: 2.2483, D_loss: 0.0320
Epoch 4/5: 55%|█████████████████████▉ | 124600/226747 [3:08:46<2:35:02, 10.98it/s][Batch 124600/226747] G_loss: 2.0450, D_loss: 0.0565
Epoch 4/5: 55%|██████████████████████ | 124800/226747 [3:09:04<2:34:40, 10.98it/s][Batch 124800/226747] G_loss: 2.4252, D_loss: 0.0342
Epoch 4/5: 55%|██████████████████████ | 125000/226747 [3:09:22<2:34:20, 10.99it/s][Batch 125000/226747] G_loss: 2.2792, D_loss: 0.0221
Epoch 4/5: 55%|██████████████████████ | 125200/226747 [3:09:40<2:33:38, 11.02it/s][Batch 125200/226747] G_loss: 2.2907, D_loss: 0.0253
Epoch 4/5: 55%|██████████████████████ | 125400/226747 [3:09:59<2:34:10, 10.96it/s][Batch 125400/226747] G_loss: 2.3242, D_loss: 0.0268
Epoch 4/5: 55%|██████████████████████▏ | 125600/226747 [3:10:17<2:33:02, 11.02it/s][Batch 125600/226747] G_loss: 2.5176, D_loss: 0.0256
Epoch 4/5: 55%|██████████████████████▏ | 125800/226747 [3:10:35<2:33:35, 10.95it/s][Batch 125800/226747] G_loss: 2.2218, D_loss: 0.0287
Epoch 4/5: 56%|██████████████████████▏ | 126000/226747 [3:10:53<2:33:06, 10.97it/s][Batch 126000/226747] G_loss: 2.3443, D_loss: 0.0410
Epoch 4/5: 56%|██████████████████████▎ | 126200/226747 [3:11:11<2:32:18, 11.00it/s][Batch 126200/226747] G_loss: 2.3607, D_loss: 0.0295
Epoch 4/5: 56%|██████████████████████▎ | 126400/226747 [3:11:30<2:32:09, 10.99it/s][Batch 126400/226747] G_loss: 2.3427, D_loss: 0.0285
Epoch 4/5: 56%|██████████████████████▎ | 126600/226747 [3:11:48<2:31:41, 11.00it/s][Batch 126600/226747] G_loss: 2.3895, D_loss: 0.0185
Epoch 4/5: 56%|██████████████████████▎ | 126800/226747 [3:12:06<2:31:12, 11.02it/s][Batch 126800/226747] G_loss: 2.2602, D_loss: 0.0394
Epoch 4/5: 56%|██████████████████████▍ | 127000/226747 [3:12:24<2:31:26, 10.98it/s][Batch 127000/226747] G_loss: 2.0928, D_loss: 0.0593
Epoch 4/5: 56%|██████████████████████▍ | 127200/226747 [3:12:43<2:31:05, 10.98it/s][Batch 127200/226747] G_loss: 2.2930, D_loss: 0.0360
Epoch 4/5: 56%|██████████████████████▍ | 127400/226747 [3:13:01<2:31:08, 10.95it/s][Batch 127400/226747] G_loss: 2.3351, D_loss: 0.0218
Epoch 4/5: 56%|██████████████████████▌ | 127600/226747 [3:13:19<2:30:34, 10.97it/s][Batch 127600/226747] G_loss: 2.4484, D_loss: 0.0373
Epoch 4/5: 56%|██████████████████████▌ | 127800/226747 [3:13:37<2:29:50, 11.01it/s][Batch 127800/226747] G_loss: 2.1554, D_loss: 0.0783
Epoch 4/5: 56%|██████████████████████▌ | 128000/226747 [3:13:55<2:29:54, 10.98it/s][Batch 128000/226747] G_loss: 2.2285, D_loss: 0.0711
Epoch 4/5: 57%|██████████████████████▌ | 128200/226747 [3:14:14<2:29:28, 10.99it/s][Batch 128200/226747] G_loss: 2.2372, D_loss: 0.0377
Epoch 4/5: 57%|██████████████████████▋ | 128400/226747 [3:14:32<2:29:27, 10.97it/s][Batch 128400/226747] G_loss: 2.2663, D_loss: 0.0528
Epoch 4/5: 57%|██████████████████████▋ | 128600/226747 [3:14:50<2:29:15, 10.96it/s][Batch 128600/226747] G_loss: 2.2546, D_loss: 0.0380
Epoch 4/5: 57%|██████████████████████▋ | 128800/226747 [3:15:08<2:29:07, 10.95it/s][Batch 128800/226747] G_loss: 2.6792, D_loss: 0.0863
Epoch 4/5: 57%|██████████████████████▊ | 129000/226747 [3:15:27<2:28:33, 10.97it/s][Batch 129000/226747] G_loss: 2.2780, D_loss: 0.0330
Epoch 4/5: 57%|██████████████████████▊ | 129200/226747 [3:15:45<2:28:05, 10.98it/s][Batch 129200/226747] G_loss: 2.4698, D_loss: 0.0344
Epoch 4/5: 57%|██████████████████████▊ | 129400/226747 [3:16:03<2:27:56, 10.97it/s][Batch 129400/226747] G_loss: 2.2864, D_loss: 0.0337
Epoch 4/5: 57%|██████████████████████▊ | 129600/226747 [3:16:21<2:27:39, 10.97it/s][Batch 129600/226747] G_loss: 2.1103, D_loss: 0.0947
Epoch 4/5: 57%|██████████████████████▉ | 129800/226747 [3:16:39<2:27:14, 10.97it/s][Batch 129800/226747] G_loss: 2.2730, D_loss: 0.0570
Epoch 4/5: 57%|██████████████████████▉ | 130000/226747 [3:16:58<2:26:52, 10.98it/s][Batch 130000/226747] G_loss: 2.3201, D_loss: 0.0259
Epoch 4/5: 57%|██████████████████████▉ | 130200/226747 [3:17:16<2:26:17, 11.00it/s][Batch 130200/226747] G_loss: 2.2927, D_loss: 0.0267
Epoch 4/5: 58%|███████████████████████ | 130400/226747 [3:17:34<2:25:59, 11.00it/s][Batch 130400/226747] G_loss: 2.3836, D_loss: 0.0231
Epoch 4/5: 58%|███████████████████████ | 130600/226747 [3:17:52<2:26:13, 10.96it/s][Batch 130600/226747] G_loss: 2.3414, D_loss: 0.0321
Epoch 4/5: 58%|███████████████████████ | 130800/226747 [3:18:11<2:25:11, 11.01it/s][Batch 130800/226747] G_loss: 2.2058, D_loss: 0.0415
Epoch 4/5: 58%|███████████████████████ | 131000/226747 [3:18:29<2:25:25, 10.97it/s][Batch 131000/226747] G_loss: 2.3685, D_loss: 0.0829
Epoch 4/5: 58%|███████████████████████▏ | 131200/226747 [3:18:47<2:24:33, 11.02it/s][Batch 131200/226747] G_loss: 2.3205, D_loss: 0.0342
Epoch 4/5: 58%|███████████████████████▏ | 131400/226747 [3:19:05<2:24:42, 10.98it/s][Batch 131400/226747] G_loss: 2.2686, D_loss: 0.0484
Epoch 4/5: 58%|███████████████████████▏ | 131600/226747 [3:19:23<2:24:21, 10.99it/s][Batch 131600/226747] G_loss: 2.2394, D_loss: 0.0403
Epoch 4/5: 58%|███████████████████████▎ | 131800/226747 [3:19:42<2:24:14, 10.97it/s][Batch 131800/226747] G_loss: 2.4821, D_loss: 0.0620
Epoch 4/5: 58%|███████████████████████▎ | 132000/226747 [3:20:00<2:23:57, 10.97it/s][Batch 132000/226747] G_loss: 2.2269, D_loss: 0.0603
Epoch 4/5: 58%|███████████████████████▎ | 132200/226747 [3:20:18<2:23:07, 11.01it/s][Batch 132200/226747] G_loss: 2.4282, D_loss: 0.0291
Epoch 4/5: 58%|███████████████████████▎ | 132400/226747 [3:20:36<2:23:20, 10.97it/s][Batch 132400/226747] G_loss: 2.4205, D_loss: 0.0253
Epoch 4/5: 58%|███████████████████████▍ | 132600/226747 [3:20:55<2:23:05, 10.97it/s][Batch 132600/226747] G_loss: 2.2193, D_loss: 0.0461
Epoch 4/5: 59%|███████████████████████▍ | 132800/226747 [3:21:13<2:22:35, 10.98it/s][Batch 132800/226747] G_loss: 2.2912, D_loss: 0.0303
Epoch 4/5: 59%|███████████████████████▍ | 133000/226747 [3:21:31<2:22:15, 10.98it/s][Batch 133000/226747] G_loss: 2.2745, D_loss: 0.0413
Epoch 4/5: 59%|███████████████████████▍ | 133200/226747 [3:21:49<2:22:09, 10.97it/s][Batch 133200/226747] G_loss: 2.1621, D_loss: 0.0429
Epoch 4/5: 59%|███████████████████████▌ | 133400/226747 [3:22:07<2:21:47, 10.97it/s][Batch 133400/226747] G_loss: 2.2985, D_loss: 0.0323
Epoch 4/5: 59%|███████████████████████▌ | 133600/226747 [3:22:26<2:21:32, 10.97it/s][Batch 133600/226747] G_loss: 2.2088, D_loss: 0.0423
Epoch 4/5: 59%|███████████████████████▌ | 133800/226747 [3:22:44<2:21:04, 10.98it/s][Batch 133800/226747] G_loss: 2.3267, D_loss: 0.0280
Epoch 4/5: 59%|███████████████████████▋ | 134000/226747 [3:23:02<2:20:50, 10.98it/s][Batch 134000/226747] G_loss: 2.4581, D_loss: 0.0192
Epoch 4/5: 59%|███████████████████████▋ | 134200/226747 [3:23:20<2:20:41, 10.96it/s][Batch 134200/226747] G_loss: 2.3630, D_loss: 0.0385
Epoch 4/5: 59%|███████████████████████▋ | 134400/226747 [3:23:39<2:19:59, 10.99it/s][Batch 134400/226747] G_loss: 2.2645, D_loss: 0.0208
Epoch 4/5: 59%|███████████████████████▋ | 134600/226747 [3:23:57<2:20:04, 10.96it/s][Batch 134600/226747] G_loss: 2.4010, D_loss: 0.0381
Epoch 4/5: 59%|███████████████████████▊ | 134800/226747 [3:24:15<2:19:36, 10.98it/s][Batch 134800/226747] G_loss: 2.5180, D_loss: 0.0338
Epoch 4/5: 60%|███████████████████████▊ | 135000/226747 [3:24:33<2:19:40, 10.95it/s][Batch 135000/226747] G_loss: 2.3524, D_loss: 0.0302
Epoch 4/5: 60%|███████████████████████▊ | 135200/226747 [3:24:52<2:19:07, 10.97it/s][Batch 135200/226747] G_loss: 2.7267, D_loss: 0.0623
Epoch 4/5: 60%|███████████████████████▉ | 135400/226747 [3:25:10<2:18:18, 11.01it/s][Batch 135400/226747] G_loss: 2.5170, D_loss: 0.0358
Epoch 4/5: 60%|███████████████████████▉ | 135600/226747 [3:25:28<2:18:06, 11.00it/s][Batch 135600/226747] G_loss: 2.3404, D_loss: 0.0220
Epoch 4/5: 60%|███████████████████████▉ | 135800/226747 [3:25:46<2:17:28, 11.03it/s][Batch 135800/226747] G_loss: 2.4003, D_loss: 0.0317
Epoch 4/5: 60%|███████████████████████▉ | 136000/226747 [3:26:04<2:17:38, 10.99it/s][Batch 136000/226747] G_loss: 2.3084, D_loss: 0.0358
Epoch 4/5: 60%|████████████████████████ | 136200/226747 [3:26:22<2:16:58, 11.02it/s][Batch 136200/226747] G_loss: 2.1878, D_loss: 0.0424
Epoch 4/5: 60%|████████████████████████ | 136400/226747 [3:26:41<2:17:07, 10.98it/s][Batch 136400/226747] G_loss: 2.2481, D_loss: 0.0322
Epoch 4/5: 60%|████████████████████████ | 136600/226747 [3:26:59<2:16:17, 11.02it/s][Batch 136600/226747] G_loss: 2.2645, D_loss: 0.0186
Epoch 4/5: 60%|████████████████████████▏ | 136800/226747 [3:27:17<2:16:03, 11.02it/s][Batch 136800/226747] G_loss: 2.2783, D_loss: 0.2524
Epoch 4/5: 60%|████████████████████████▏ | 137000/226747 [3:27:35<2:16:21, 10.97it/s][Batch 137000/226747] G_loss: 2.3983, D_loss: 0.0500
Epoch 4/5: 61%|████████████████████████▏ | 137200/226747 [3:27:53<2:15:15, 11.03it/s][Batch 137200/226747] G_loss: 2.3342, D_loss: 0.0838
Epoch 4/5: 61%|████████████████████████▏ | 137400/226747 [3:28:12<2:15:39, 10.98it/s][Batch 137400/226747] G_loss: 2.2654, D_loss: 0.0417
Epoch 4/5: 61%|████████████████████████▎ | 137600/226747 [3:28:30<2:15:19, 10.98it/s][Batch 137600/226747] G_loss: 2.3594, D_loss: 0.0356
Epoch 4/5: 61%|████████████████████████▎ | 137800/226747 [3:28:48<2:14:47, 11.00it/s][Batch 137800/226747] G_loss: 2.2705, D_loss: 0.0363
Epoch 4/5: 61%|████████████████████████▎ | 138000/226747 [3:29:06<2:14:19, 11.01it/s][Batch 138000/226747] G_loss: 2.0729, D_loss: 0.0813
Epoch 4/5: 61%|████████████████████████▍ | 138200/226747 [3:29:24<2:13:54, 11.02it/s][Batch 138200/226747] G_loss: 2.2003, D_loss: 0.0491
Epoch 4/5: 61%|████████████████████████▍ | 138400/226747 [3:29:42<2:13:57, 10.99it/s][Batch 138400/226747] G_loss: 2.3555, D_loss: 0.0412
Epoch 4/5: 61%|████████████████████████▍ | 138600/226747 [3:30:01<2:13:54, 10.97it/s][Batch 138600/226747] G_loss: 2.3489, D_loss: 0.0230
Epoch 4/5: 61%|████████████████████████▍ | 138800/226747 [3:30:19<2:13:35, 10.97it/s][Batch 138800/226747] G_loss: 2.3209, D_loss: 0.0238
Epoch 4/5: 61%|████████████████████████▌ | 139000/226747 [3:30:37<2:12:28, 11.04it/s][Batch 139000/226747] G_loss: 2.3198, D_loss: 0.0259
Epoch 4/5: 61%|████████████████████████▌ | 139200/226747 [3:30:55<2:12:20, 11.03it/s][Batch 139200/226747] G_loss: 2.2531, D_loss: 0.0333
Epoch 4/5: 61%|████████████████████████▌ | 139400/226747 [3:31:13<2:12:09, 11.01it/s][Batch 139400/226747] G_loss: 2.2566, D_loss: 0.0316
Epoch 4/5: 62%|████████████████████████▋ | 139600/226747 [3:31:32<2:11:42, 11.03it/s][Batch 139600/226747] G_loss: 2.2270, D_loss: 0.0388
Epoch 4/5: 62%|████████████████████████▋ | 139800/226747 [3:31:50<2:12:19, 10.95it/s][Batch 139800/226747] G_loss: 2.3551, D_loss: 0.0419
Epoch 4/5: 62%|████████████████████████▋ | 140000/226747 [3:32:08<2:11:00, 11.04it/s][Batch 140000/226747] G_loss: 2.2581, D_loss: 0.0455
Epoch 4/5: 62%|████████████████████████▋ | 140200/226747 [3:32:26<2:10:54, 11.02it/s][Batch 140200/226747] G_loss: 2.2783, D_loss: 0.0181
Epoch 4/5: 62%|████████████████████████▊ | 140400/226747 [3:32:44<2:10:56, 10.99it/s][Batch 140400/226747] G_loss: 2.2838, D_loss: 0.0258
Epoch 4/5: 62%|████████████████████████▊ | 140600/226747 [3:33:02<2:10:04, 11.04it/s][Batch 140600/226747] G_loss: 2.3265, D_loss: 0.0363
Epoch 4/5: 62%|████████████████████████▊ | 140800/226747 [3:33:21<2:10:12, 11.00it/s][Batch 140800/226747] G_loss: 2.4233, D_loss: 0.0328
Epoch 4/5: 62%|████████████████████████▊ | 141000/226747 [3:33:39<2:10:10, 10.98it/s][Batch 141000/226747] G_loss: 2.3550, D_loss: 0.0228
Epoch 4/5: 62%|████████████████████████▉ | 141200/226747 [3:33:57<2:09:30, 11.01it/s][Batch 141200/226747] G_loss: 2.3372, D_loss: 0.0205
Epoch 4/5: 62%|████████████████████████▉ | 141400/226747 [3:34:15<2:09:23, 10.99it/s][Batch 141400/226747] G_loss: 2.3102, D_loss: 0.0365
Epoch 4/5: 62%|████████████████████████▉ | 141600/226747 [3:34:33<2:08:55, 11.01it/s][Batch 141600/226747] G_loss: 2.4644, D_loss: 0.0278
Epoch 4/5: 63%|█████████████████████████ | 141800/226747 [3:34:51<2:09:05, 10.97it/s][Batch 141800/226747] G_loss: 2.2003, D_loss: 0.0511
Epoch 4/5: 63%|█████████████████████████ | 142000/226747 [3:35:10<2:08:03, 11.03it/s][Batch 142000/226747] G_loss: 2.5322, D_loss: 0.0659
Epoch 4/5: 63%|█████████████████████████ | 142200/226747 [3:35:28<2:08:12, 10.99it/s][Batch 142200/226747] G_loss: 2.5366, D_loss: 0.0317
Epoch 4/5: 63%|█████████████████████████ | 142400/226747 [3:35:46<2:07:27, 11.03it/s][Batch 142400/226747] G_loss: 2.2450, D_loss: 0.0324
Epoch 4/5: 63%|█████████████████████████▏ | 142600/226747 [3:36:04<2:07:47, 10.97it/s][Batch 142600/226747] G_loss: 2.3594, D_loss: 0.0178
Epoch 4/5: 63%|█████████████████████████▏ | 142800/226747 [3:36:22<2:07:05, 11.01it/s][Batch 142800/226747] G_loss: 2.2809, D_loss: 0.0271
Epoch 4/5: 63%|█████████████████████████▏ | 143000/226747 [3:36:41<2:06:42, 11.02it/s][Batch 143000/226747] G_loss: 2.2308, D_loss: 0.0447
Epoch 4/5: 63%|█████████████████████████▎ | 143200/226747 [3:36:59<2:06:35, 11.00it/s][Batch 143200/226747] G_loss: 2.1960, D_loss: 0.0619
Epoch 4/5: 63%|█████████████████████████▎ | 143400/226747 [3:37:17<2:06:04, 11.02it/s][Batch 143400/226747] G_loss: 2.1596, D_loss: 0.0620
Epoch 4/5: 63%|█████████████████████████▎ | 143600/226747 [3:37:35<2:06:24, 10.96it/s][Batch 143600/226747] G_loss: 2.4350, D_loss: 0.0289
Epoch 4/5: 63%|█████████████████████████▎ | 143800/226747 [3:37:53<2:05:20, 11.03it/s][Batch 143800/226747] G_loss: 2.6237, D_loss: 0.0454
Epoch 4/5: 64%|█████████████████████████▍ | 144000/226747 [3:38:11<2:05:40, 10.97it/s][Batch 144000/226747] G_loss: 2.2453, D_loss: 0.0725
Epoch 4/5: 64%|█████████████████████████▍ | 144200/226747 [3:38:30<2:04:46, 11.03it/s][Batch 144200/226747] G_loss: 2.3546, D_loss: 0.0157
Epoch 4/5: 64%|█████████████████████████▍ | 144400/226747 [3:38:48<2:04:50, 10.99it/s][Batch 144400/226747] G_loss: 2.1460, D_loss: 0.0500
Epoch 4/5: 64%|█████████████████████████▌ | 144600/226747 [3:39:06<2:04:09, 11.03it/s][Batch 144600/226747] G_loss: 2.1190, D_loss: 0.0301
Epoch 4/5: 64%|█████████████████████████▌ | 144800/226747 [3:39:24<2:04:03, 11.01it/s][Batch 144800/226747] G_loss: 2.3457, D_loss: 0.0186
Epoch 4/5: 64%|█████████████████████████▌ | 145000/226747 [3:39:42<2:03:27, 11.04it/s][Batch 145000/226747] G_loss: 2.1423, D_loss: 0.1564
Epoch 4/5: 64%|█████████████████████████▌ | 145200/226747 [3:40:01<2:03:41, 10.99it/s][Batch 145200/226747] G_loss: 2.2137, D_loss: 0.0413
Epoch 4/5: 64%|█████████████████████████▋ | 145400/226747 [3:40:19<2:02:57, 11.03it/s][Batch 145400/226747] G_loss: 2.2617, D_loss: 0.0208
Epoch 4/5: 64%|█████████████████████████▋ | 145600/226747 [3:40:37<2:03:09, 10.98it/s][Batch 145600/226747] G_loss: 2.3695, D_loss: 0.0287
Epoch 4/5: 64%|█████████████████████████▋ | 145800/226747 [3:40:55<2:02:27, 11.02it/s][Batch 145800/226747] G_loss: 2.1307, D_loss: 0.0571
Epoch 4/5: 64%|█████████████████████████▊ | 146000/226747 [3:41:13<2:02:18, 11.00it/s][Batch 146000/226747] G_loss: 2.0639, D_loss: 0.0738
Epoch 4/5: 64%|█████████████████████████▊ | 146200/226747 [3:41:32<2:02:10, 10.99it/s][Batch 146200/226747] G_loss: 2.1806, D_loss: 0.0603
Epoch 4/5: 65%|█████████████████████████▊ | 146400/226747 [3:41:50<2:01:15, 11.04it/s][Batch 146400/226747] G_loss: 2.2948, D_loss: 0.0388
Epoch 4/5: 65%|█████████████████████████▊ | 146600/226747 [3:42:08<2:01:40, 10.98it/s][Batch 146600/226747] G_loss: 2.1474, D_loss: 0.0649
Epoch 4/5: 65%|█████████████████████████▉ | 146800/226747 [3:42:26<2:01:19, 10.98it/s][Batch 146800/226747] G_loss: 2.3586, D_loss: 0.0379
Epoch 4/5: 65%|█████████████████████████▉ | 147000/226747 [3:42:44<2:00:48, 11.00it/s][Batch 147000/226747] G_loss: 2.2161, D_loss: 0.0470
Epoch 4/5: 65%|█████████████████████████▉ | 147200/226747 [3:43:02<2:01:00, 10.96it/s][Batch 147200/226747] G_loss: 2.3609, D_loss: 0.0183
Epoch 4/5: 65%|██████████████████████████ | 147400/226747 [3:43:21<2:00:15, 11.00it/s][Batch 147400/226747] G_loss: 2.3460, D_loss: 0.0317
Epoch 4/5: 65%|██████████████████████████ | 147600/226747 [3:43:39<2:00:01, 10.99it/s][Batch 147600/226747] G_loss: 2.3473, D_loss: 0.0615
Epoch 4/5: 65%|██████████████████████████ | 147800/226747 [3:43:57<2:01:46, 10.80it/s][Batch 147800/226747] G_loss: 2.4457, D_loss: 0.0622
Epoch 4/5: 65%|██████████████████████████ | 148000/226747 [3:44:15<1:59:18, 11.00it/s][Batch 148000/226747] G_loss: 2.3018, D_loss: 0.0196
Epoch 4/5: 65%|██████████████████████████▏ | 148200/226747 [3:44:33<1:59:30, 10.95it/s][Batch 148200/226747] G_loss: 2.0942, D_loss: 0.0705
Epoch 4/5: 65%|██████████████████████████▏ | 148400/226747 [3:44:52<1:58:53, 10.98it/s][Batch 148400/226747] G_loss: 2.3150, D_loss: 0.0281
Epoch 4/5: 66%|██████████████████████████▏ | 148600/226747 [3:45:10<1:58:36, 10.98it/s][Batch 148600/226747] G_loss: 2.2734, D_loss: 0.0306
Epoch 4/5: 66%|██████████████████████████▏ | 148800/226747 [3:45:28<1:58:16, 10.98it/s][Batch 148800/226747] G_loss: 2.1720, D_loss: 0.0680
Epoch 4/5: 66%|██████████████████████████▎ | 149000/226747 [3:45:46<1:57:44, 11.01it/s][Batch 149000/226747] G_loss: 2.1562, D_loss: 0.0640
Epoch 4/5: 66%|██████████████████████████▎ | 149200/226747 [3:46:05<1:57:31, 11.00it/s][Batch 149200/226747] G_loss: 2.3420, D_loss: 0.0340
Epoch 4/5: 66%|██████████████████████████▎ | 149400/226747 [3:46:23<1:57:14, 10.99it/s][Batch 149400/226747] G_loss: 2.3045, D_loss: 0.0344
Epoch 4/5: 66%|██████████████████████████▍ | 149600/226747 [3:46:41<1:56:56, 11.00it/s][Batch 149600/226747] G_loss: 2.3821, D_loss: 0.0574
Epoch 4/5: 66%|██████████████████████████▍ | 149800/226747 [3:46:59<1:56:47, 10.98it/s][Batch 149800/226747] G_loss: 2.3446, D_loss: 0.0259
Epoch 4/5: 66%|██████████████████████████▍ | 150000/226747 [3:47:17<1:56:28, 10.98it/s][Batch 150000/226747] G_loss: 2.3418, D_loss: 0.1017
Epoch 4/5: 66%|██████████████████████████▍ | 150200/226747 [3:47:36<1:56:17, 10.97it/s][Batch 150200/226747] G_loss: 2.1440, D_loss: 0.0632
Epoch 4/5: 66%|██████████████████████████▌ | 150400/226747 [3:47:54<1:56:00, 10.97it/s][Batch 150400/226747] G_loss: 2.3821, D_loss: 0.0248
Epoch 4/5: 66%|██████████████████████████▌ | 150600/226747 [3:48:12<1:55:19, 11.00it/s][Batch 150600/226747] G_loss: 2.2682, D_loss: 0.0296
Epoch 4/5: 67%|██████████████████████████▌ | 150800/226747 [3:48:30<1:54:45, 11.03it/s][Batch 150800/226747] G_loss: 2.2497, D_loss: 0.0349
Epoch 4/5: 67%|██████████████████████████▋ | 151000/226747 [3:48:48<1:54:52, 10.99it/s][Batch 151000/226747] G_loss: 2.2009, D_loss: 0.0484
Epoch 4/5: 67%|██████████████████████████▋ | 151200/226747 [3:49:07<1:54:32, 10.99it/s][Batch 151200/226747] G_loss: 2.2011, D_loss: 0.0469
Epoch 4/5: 67%|██████████████████████████▋ | 151400/226747 [3:49:25<1:54:16, 10.99it/s][Batch 151400/226747] G_loss: 2.3200, D_loss: 0.0255
Epoch 4/5: 67%|██████████████████████████▋ | 151600/226747 [3:49:43<1:53:58, 10.99it/s][Batch 151600/226747] G_loss: 2.1986, D_loss: 0.0481
Epoch 4/5: 67%|██████████████████████████▊ | 151800/226747 [3:50:01<1:53:44, 10.98it/s][Batch 151800/226747] G_loss: 2.3490, D_loss: 0.0266
Epoch 4/5: 67%|██████████████████████████▊ | 152000/226747 [3:50:19<1:53:31, 10.97it/s][Batch 152000/226747] G_loss: 2.3806, D_loss: 0.0260
Epoch 4/5: 67%|██████████████████████████▊ | 152200/226747 [3:50:38<1:53:06, 10.98it/s][Batch 152200/226747] G_loss: 2.3152, D_loss: 0.0422
Epoch 4/5: 67%|██████████████████████████▉ | 152400/226747 [3:50:56<1:52:38, 11.00it/s][Batch 152400/226747] G_loss: 2.2980, D_loss: 0.0226
Epoch 4/5: 67%|██████████████████████████▉ | 152600/226747 [3:51:14<1:52:25, 10.99it/s][Batch 152600/226747] G_loss: 2.2808, D_loss: 0.0298
Epoch 4/5: 67%|██████████████████████████▉ | 152800/226747 [3:51:32<1:52:14, 10.98it/s][Batch 152800/226747] G_loss: 2.2871, D_loss: 0.0358
Epoch 4/5: 67%|██████████████████████████▉ | 153000/226747 [3:51:50<1:51:40, 11.01it/s][Batch 153000/226747] G_loss: 2.2392, D_loss: 0.1005
Epoch 4/5: 68%|███████████████████████████ | 153200/226747 [3:52:09<1:51:40, 10.98it/s][Batch 153200/226747] G_loss: 2.4725, D_loss: 0.0491
Epoch 4/5: 68%|███████████████████████████ | 153400/226747 [3:52:27<1:51:19, 10.98it/s][Batch 153400/226747] G_loss: 2.2390, D_loss: 0.0249
Epoch 4/5: 68%|███████████████████████████ | 153600/226747 [3:52:45<1:50:22, 11.05it/s][Batch 153600/226747] G_loss: 2.1283, D_loss: 0.0388
Epoch 4/5: 68%|███████████████████████████▏ | 153800/226747 [3:53:03<1:50:15, 11.03it/s][Batch 153800/226747] G_loss: 2.3090, D_loss: 0.0283
Epoch 4/5: 68%|███████████████████████████▏ | 154000/226747 [3:53:21<1:49:53, 11.03it/s][Batch 154000/226747] G_loss: 2.0882, D_loss: 0.0686
Epoch 4/5: 68%|███████████████████████████▏ | 154200/226747 [3:53:40<1:50:01, 10.99it/s][Batch 154200/226747] G_loss: 2.2463, D_loss: 0.0292
Epoch 4/5: 68%|███████████████████████████▏ | 154400/226747 [3:53:58<1:49:18, 11.03it/s][Batch 154400/226747] G_loss: 2.2375, D_loss: 0.0433
Epoch 4/5: 68%|███████████████████████████▎ | 154600/226747 [3:54:16<1:49:12, 11.01it/s][Batch 154600/226747] G_loss: 2.2435, D_loss: 0.0277
Epoch 4/5: 68%|███████████████████████████▎ | 154800/226747 [3:54:34<1:49:02, 11.00it/s][Batch 154800/226747] G_loss: 2.2129, D_loss: 0.0389
Epoch 4/5: 68%|███████████████████████████▎ | 155000/226747 [3:54:52<1:48:38, 11.01it/s][Batch 155000/226747] G_loss: 2.2947, D_loss: 0.0324
Epoch 4/5: 68%|███████████████████████████▍ | 155200/226747 [3:55:10<1:48:02, 11.04it/s][Batch 155200/226747] G_loss: 2.2489, D_loss: 0.0218
Epoch 4/5: 69%|███████████████████████████▍ | 155400/226747 [3:55:29<1:48:08, 11.00it/s][Batch 155400/226747] G_loss: 2.3021, D_loss: 0.0335
Epoch 4/5: 69%|███████████████████████████▍ | 155600/226747 [3:55:47<1:47:24, 11.04it/s][Batch 155600/226747] G_loss: 2.2542, D_loss: 0.0546
Epoch 4/5: 69%|███████████████████████████▍ | 155800/226747 [3:56:05<1:47:30, 11.00it/s][Batch 155800/226747] G_loss: 2.1221, D_loss: 0.0478
Epoch 4/5: 69%|███████████████████████████▌ | 156000/226747 [3:56:23<1:47:12, 11.00it/s][Batch 156000/226747] G_loss: 2.3072, D_loss: 0.0271
Epoch 4/5: 69%|███████████████████████████▌ | 156200/226747 [3:56:41<1:47:13, 10.97it/s][Batch 156200/226747] G_loss: 2.3437, D_loss: 0.0266
Epoch 4/5: 69%|███████████████████████████▌ | 156400/226747 [3:57:00<1:46:44, 10.98it/s][Batch 156400/226747] G_loss: 2.3488, D_loss: 0.0368
Epoch 4/5: 69%|███████████████████████████▋ | 156600/226747 [3:57:18<1:46:32, 10.97it/s][Batch 156600/226747] G_loss: 2.4198, D_loss: 0.0311
Epoch 4/5: 69%|███████████████████████████▋ | 156800/226747 [3:57:36<1:46:18, 10.97it/s][Batch 156800/226747] G_loss: 2.0961, D_loss: 0.0473
Epoch 4/5: 69%|███████████████████████████▋ | 157000/226747 [3:57:54<1:45:24, 11.03it/s][Batch 157000/226747] G_loss: 2.2994, D_loss: 0.0260
Epoch 4/5: 69%|███████████████████████████▋ | 157200/226747 [3:58:12<1:45:20, 11.00it/s][Batch 157200/226747] G_loss: 2.2098, D_loss: 0.0318
Epoch 4/5: 69%|███████████████████████████▊ | 157400/226747 [3:58:30<1:45:11, 10.99it/s][Batch 157400/226747] G_loss: 2.2419, D_loss: 0.0510
Epoch 4/5: 70%|███████████████████████████▊ | 157600/226747 [3:58:49<1:44:49, 10.99it/s][Batch 157600/226747] G_loss: 2.2548, D_loss: 0.0319
Epoch 4/5: 70%|███████████████████████████▊ | 157800/226747 [3:59:07<1:44:40, 10.98it/s][Batch 157800/226747] G_loss: 2.6370, D_loss: 0.0269
Epoch 4/5: 70%|███████████████████████████▊ | 158000/226747 [3:59:25<1:43:50, 11.03it/s][Batch 158000/226747] G_loss: 2.2670, D_loss: 0.0387
Epoch 4/5: 70%|███████████████████████████▉ | 158200/226747 [3:59:43<1:43:56, 10.99it/s][Batch 158200/226747] G_loss: 2.3351, D_loss: 0.0680
Epoch 4/5: 70%|███████████████████████████▉ | 158400/226747 [4:00:01<1:43:36, 10.99it/s][Batch 158400/226747] G_loss: 2.2187, D_loss: 0.0223
Epoch 4/5: 70%|███████████████████████████▉ | 158600/226747 [4:00:19<1:43:15, 11.00it/s][Batch 158600/226747] G_loss: 2.1908, D_loss: 0.0293
Epoch 4/5: 70%|████████████████████████████ | 158800/226747 [4:00:38<1:42:53, 11.01it/s][Batch 158800/226747] G_loss: 2.3592, D_loss: 0.0383
Epoch 4/5: 70%|████████████████████████████ | 159000/226747 [4:00:56<1:42:15, 11.04it/s][Batch 159000/226747] G_loss: 2.2514, D_loss: 0.1760
Epoch 4/5: 70%|████████████████████████████ | 159200/226747 [4:01:14<1:42:31, 10.98it/s][Batch 159200/226747] G_loss: 2.3777, D_loss: 0.1098
Epoch 4/5: 70%|████████████████████████████ | 159400/226747 [4:01:32<1:42:00, 11.00it/s][Batch 159400/226747] G_loss: 2.5688, D_loss: 0.0881
Epoch 4/5: 70%|████████████████████████████▏ | 159600/226747 [4:01:50<1:41:54, 10.98it/s][Batch 159600/226747] G_loss: 2.3019, D_loss: 0.0774
Epoch 4/5: 70%|████████████████████████████▏ | 159800/226747 [4:02:09<1:41:13, 11.02it/s][Batch 159800/226747] G_loss: 2.3197, D_loss: 0.0719
Epoch 4/5: 71%|████████████████████████████▏ | 160000/226747 [4:02:27<1:41:00, 11.01it/s][Batch 160000/226747] G_loss: 2.5369, D_loss: 0.0399
Epoch 4/5: 71%|████████████████████████████▎ | 160200/226747 [4:02:45<1:40:56, 10.99it/s][Batch 160200/226747] G_loss: 2.3558, D_loss: 0.0691
Epoch 4/5: 71%|████████████████████████████▎ | 160400/226747 [4:03:03<1:40:34, 10.99it/s][Batch 160400/226747] G_loss: 2.4540, D_loss: 0.0302
Epoch 4/5: 71%|████████████████████████████▎ | 160600/226747 [4:03:21<1:40:00, 11.02it/s][Batch 160600/226747] G_loss: 2.4138, D_loss: 0.0488
Epoch 4/5: 71%|████████████████████████████▎ | 160800/226747 [4:03:39<1:39:36, 11.03it/s][Batch 160800/226747] G_loss: 2.5351, D_loss: 0.0289
Epoch 4/5: 71%|████████████████████████████▍ | 161000/226747 [4:03:58<1:39:46, 10.98it/s][Batch 161000/226747] G_loss: 2.2370, D_loss: 0.0494
Epoch 4/5: 71%|████████████████████████████▍ | 161200/226747 [4:04:16<1:39:08, 11.02it/s][Batch 161200/226747] G_loss: 2.3928, D_loss: 0.0238
Epoch 4/5: 71%|████████████████████████████▍ | 161400/226747 [4:04:34<1:38:59, 11.00it/s][Batch 161400/226747] G_loss: 2.2735, D_loss: 0.0693
Epoch 4/5: 71%|████████████████████████████▌ | 161600/226747 [4:04:52<1:38:50, 10.98it/s][Batch 161600/226747] G_loss: 2.4197, D_loss: 0.0435
Epoch 4/5: 71%|████████████████████████████▌ | 161800/226747 [4:05:10<1:38:22, 11.00it/s][Batch 161800/226747] G_loss: 2.4505, D_loss: 0.0244
Epoch 4/5: 71%|████████████████████████████▌ | 162000/226747 [4:05:29<1:37:56, 11.02it/s][Batch 162000/226747] G_loss: 2.1661, D_loss: 0.0576
Epoch 4/5: 72%|████████████████████████████▌ | 162200/226747 [4:05:47<1:38:02, 10.97it/s][Batch 162200/226747] G_loss: 2.1669, D_loss: 0.1112
Epoch 4/5: 72%|████████████████████████████▋ | 162400/226747 [4:06:05<1:37:41, 10.98it/s][Batch 162400/226747] G_loss: 2.3187, D_loss: 0.0450
Epoch 4/5: 72%|████████████████████████████▋ | 162600/226747 [4:06:23<1:37:06, 11.01it/s][Batch 162600/226747] G_loss: 2.2286, D_loss: 0.0524
Epoch 4/5: 72%|████████████████████████████▋ | 162800/226747 [4:06:41<1:38:37, 10.81it/s][Batch 162800/226747] G_loss: 2.5515, D_loss: 0.0292
Epoch 4/5: 72%|████████████████████████████▊ | 163000/226747 [4:06:59<1:36:32, 11.00it/s][Batch 163000/226747] G_loss: 2.3921, D_loss: 0.0434
Epoch 4/5: 72%|████████████████████████████▊ | 163200/226747 [4:07:18<1:36:07, 11.02it/s][Batch 163200/226747] G_loss: 2.1016, D_loss: 0.0726
Epoch 4/5: 72%|████████████████████████████▊ | 163400/226747 [4:07:36<1:36:19, 10.96it/s][Batch 163400/226747] G_loss: 2.4443, D_loss: 0.0412
Epoch 4/5: 72%|████████████████████████████▊ | 163600/226747 [4:07:54<1:35:30, 11.02it/s][Batch 163600/226747] G_loss: 2.2541, D_loss: 0.0624
Epoch 4/5: 72%|████████████████████████████▉ | 163800/226747 [4:08:12<1:35:30, 10.98it/s][Batch 163800/226747] G_loss: 2.3985, D_loss: 0.0160
Epoch 4/5: 72%|████████████████████████████▉ | 164000/226747 [4:08:30<1:34:49, 11.03it/s][Batch 164000/226747] G_loss: 2.4319, D_loss: 0.0236
Epoch 4/5: 72%|████████████████████████████▉ | 164200/226747 [4:08:49<1:34:46, 11.00it/s][Batch 164200/226747] G_loss: 2.2846, D_loss: 0.0385
Epoch 4/5: 73%|█████████████████████████████ | 164400/226747 [4:09:07<1:34:33, 10.99it/s][Batch 164400/226747] G_loss: 2.5833, D_loss: 0.0222
Epoch 4/5: 73%|█████████████████████████████ | 164600/226747 [4:09:25<1:34:00, 11.02it/s][Batch 164600/226747] G_loss: 2.2992, D_loss: 0.0517
Epoch 4/5: 73%|█████████████████████████████ | 164800/226747 [4:09:43<1:33:41, 11.02it/s][Batch 164800/226747] G_loss: 2.3878, D_loss: 0.0290
Epoch 4/5: 73%|█████████████████████████████ | 165000/226747 [4:10:01<1:33:41, 10.98it/s][Batch 165000/226747] G_loss: 2.3868, D_loss: 0.0332
Epoch 4/5: 73%|█████████████████████████████▏ | 165200/226747 [4:10:19<1:32:57, 11.03it/s][Batch 165200/226747] G_loss: 2.1107, D_loss: 0.0453
Epoch 4/5: 73%|█████████████████████████████▏ | 165400/226747 [4:10:38<1:32:46, 11.02it/s][Batch 165400/226747] G_loss: 2.3014, D_loss: 0.0235
Epoch 4/5: 73%|█████████████████████████████▏ | 165600/226747 [4:10:56<1:32:30, 11.02it/s][Batch 165600/226747] G_loss: 2.3497, D_loss: 0.0384
Epoch 4/5: 73%|█████████████████████████████▏ | 165800/226747 [4:11:14<1:32:22, 11.00it/s][Batch 165800/226747] G_loss: 2.3535, D_loss: 0.0230
Epoch 4/5: 73%|█████████████████████████████▎ | 166000/226747 [4:11:32<1:32:14, 10.98it/s][Batch 166000/226747] G_loss: 2.3034, D_loss: 0.0511
Epoch 4/5: 73%|█████████████████████████████▎ | 166200/226747 [4:11:50<1:31:42, 11.00it/s][Batch 166200/226747] G_loss: 2.4138, D_loss: 0.0248
Epoch 4/5: 73%|█████████████████████████████▎ | 166400/226747 [4:12:09<1:31:36, 10.98it/s][Batch 166400/226747] G_loss: 2.2829, D_loss: 0.0307
Epoch 4/5: 73%|█████████████████████████████▍ | 166600/226747 [4:12:27<1:31:14, 10.99it/s][Batch 166600/226747] G_loss: 2.4315, D_loss: 0.0483
Epoch 4/5: 74%|█████████████████████████████▍ | 166800/226747 [4:12:45<1:31:00, 10.98it/s][Batch 166800/226747] G_loss: 2.0036, D_loss: 0.0715
Epoch 4/5: 74%|█████████████████████████████▍ | 167000/226747 [4:13:03<1:30:30, 11.00it/s][Batch 167000/226747] G_loss: 2.2753, D_loss: 0.0211
Epoch 4/5: 74%|█████████████████████████████▍ | 167200/226747 [4:13:21<1:29:57, 11.03it/s][Batch 167200/226747] G_loss: 2.6002, D_loss: 0.0311
Epoch 4/5: 74%|█████████████████████████████▌ | 167400/226747 [4:13:40<1:30:00, 10.99it/s][Batch 167400/226747] G_loss: 2.4282, D_loss: 0.0575
Epoch 4/5: 74%|█████████████████████████████▌ | 167600/226747 [4:13:58<1:29:49, 10.97it/s][Batch 167600/226747] G_loss: 2.3935, D_loss: 0.0416
Epoch 4/5: 74%|█████████████████████████████▌ | 167800/226747 [4:14:16<1:29:22, 10.99it/s][Batch 167800/226747] G_loss: 2.3503, D_loss: 0.0367
Epoch 4/5: 74%|█████████████████████████████▋ | 168000/226747 [4:14:34<1:28:59, 11.00it/s][Batch 168000/226747] G_loss: 2.2287, D_loss: 0.0195
Epoch 4/5: 74%|█████████████████████████████▋ | 168200/226747 [4:14:52<1:28:50, 10.98it/s][Batch 168200/226747] G_loss: 2.2850, D_loss: 0.0360
Epoch 4/5: 74%|█████████████████████████████▋ | 168400/226747 [4:15:11<1:28:34, 10.98it/s][Batch 168400/226747] G_loss: 2.4582, D_loss: 0.0196
Epoch 4/5: 74%|█████████████████████████████▋ | 168600/226747 [4:15:29<1:28:16, 10.98it/s][Batch 168600/226747] G_loss: 2.4087, D_loss: 0.0239
Epoch 4/5: 74%|█████████████████████████████▊ | 168800/226747 [4:15:47<1:27:57, 10.98it/s][Batch 168800/226747] G_loss: 2.3036, D_loss: 0.0669
Epoch 4/5: 75%|█████████████████████████████▊ | 169000/226747 [4:16:05<1:27:35, 10.99it/s][Batch 169000/226747] G_loss: 2.2492, D_loss: 0.0489
Epoch 4/5: 75%|█████████████████████████████▊ | 169200/226747 [4:16:23<1:27:13, 10.99it/s][Batch 169200/226747] G_loss: 2.3715, D_loss: 0.0231
Epoch 4/5: 75%|█████████████████████████████▉ | 169400/226747 [4:16:42<1:26:56, 10.99it/s][Batch 169400/226747] G_loss: 2.3857, D_loss: 0.0261
Epoch 4/5: 75%|█████████████████████████████▉ | 169600/226747 [4:17:00<1:26:47, 10.97it/s][Batch 169600/226747] G_loss: 2.2612, D_loss: 0.0436
Epoch 4/5: 75%|█████████████████████████████▉ | 169800/226747 [4:17:18<1:26:30, 10.97it/s][Batch 169800/226747] G_loss: 2.2406, D_loss: 0.0249
Epoch 4/5: 75%|█████████████████████████████▉ | 170000/226747 [4:17:36<1:26:12, 10.97it/s][Batch 170000/226747] G_loss: 2.4676, D_loss: 0.0362
Epoch 4/5: 75%|██████████████████████████████ | 170200/226747 [4:17:55<1:25:51, 10.98it/s][Batch 170200/226747] G_loss: 2.5156, D_loss: 0.0151
Epoch 4/5: 75%|██████████████████████████████ | 170400/226747 [4:18:13<1:25:29, 10.98it/s][Batch 170400/226747] G_loss: 2.1879, D_loss: 0.0521
Epoch 4/5: 75%|██████████████████████████████ | 170600/226747 [4:18:31<1:25:05, 11.00it/s][Batch 170600/226747] G_loss: 2.1121, D_loss: 0.0485
Epoch 4/5: 75%|██████████████████████████████▏ | 170800/226747 [4:18:49<1:24:54, 10.98it/s][Batch 170800/226747] G_loss: 2.0494, D_loss: 0.1156
Epoch 4/5: 75%|██████████████████████████████▏ | 171000/226747 [4:19:07<1:24:31, 10.99it/s][Batch 171000/226747] G_loss: 2.2450, D_loss: 0.0287
Epoch 4/5: 76%|██████████████████████████████▏ | 171200/226747 [4:19:26<1:24:09, 11.00it/s][Batch 171200/226747] G_loss: 2.3767, D_loss: 0.0291
Epoch 4/5: 76%|██████████████████████████████▏ | 171400/226747 [4:19:44<1:23:55, 10.99it/s][Batch 171400/226747] G_loss: 2.2312, D_loss: 0.0391
Epoch 4/5: 76%|██████████████████████████████▎ | 171600/226747 [4:20:02<1:23:43, 10.98it/s][Batch 171600/226747] G_loss: 2.4099, D_loss: 0.0426
Epoch 4/5: 76%|██████████████████████████████▎ | 171800/226747 [4:20:20<1:23:12, 11.01it/s][Batch 171800/226747] G_loss: 2.3670, D_loss: 0.0244
Epoch 4/5: 76%|██████████████████████████████▎ | 172000/226747 [4:20:38<1:23:01, 10.99it/s][Batch 172000/226747] G_loss: 2.2510, D_loss: 0.0176
Epoch 4/5: 76%|██████████████████████████████▍ | 172200/226747 [4:20:57<1:22:46, 10.98it/s][Batch 172200/226747] G_loss: 2.2034, D_loss: 0.0277
Epoch 4/5: 76%|██████████████████████████████▍ | 172400/226747 [4:21:15<1:22:32, 10.97it/s][Batch 172400/226747] G_loss: 2.3013, D_loss: 0.0315
Epoch 4/5: 76%|██████████████████████████████▍ | 172600/226747 [4:21:33<1:22:13, 10.98it/s][Batch 172600/226747] G_loss: 2.1371, D_loss: 0.0565
Epoch 4/5: 76%|██████████████████████████████▍ | 172800/226747 [4:21:51<1:21:56, 10.97it/s][Batch 172800/226747] G_loss: 2.2945, D_loss: 0.0810
Epoch 4/5: 76%|██████████████████████████████▌ | 173000/226747 [4:22:09<1:21:29, 10.99it/s][Batch 173000/226747] G_loss: 2.3580, D_loss: 0.0221
Epoch 4/5: 76%|██████████████████████████████▌ | 173200/226747 [4:22:28<1:21:19, 10.97it/s][Batch 173200/226747] G_loss: 2.4338, D_loss: 0.0206
Epoch 4/5: 76%|██████████████████████████████▌ | 173400/226747 [4:22:46<1:20:56, 10.99it/s][Batch 173400/226747] G_loss: 2.5159, D_loss: 0.0349
Epoch 4/5: 77%|██████████████████████████████▌ | 173600/226747 [4:23:04<1:20:37, 10.99it/s][Batch 173600/226747] G_loss: 2.3204, D_loss: 0.0235
Epoch 4/5: 77%|██████████████████████████████▋ | 173800/226747 [4:23:22<1:20:23, 10.98it/s][Batch 173800/226747] G_loss: 1.9603, D_loss: 0.1116
Epoch 4/5: 77%|██████████████████████████████▋ | 174000/226747 [4:23:40<1:19:51, 11.01it/s][Batch 174000/226747] G_loss: 2.2744, D_loss: 0.0702
Epoch 4/5: 77%|██████████████████████████████▋ | 174200/226747 [4:23:59<1:19:41, 10.99it/s][Batch 174200/226747] G_loss: 2.2979, D_loss: 0.0516
Epoch 4/5: 77%|██████████████████████████████▊ | 174400/226747 [4:24:17<1:19:23, 10.99it/s][Batch 174400/226747] G_loss: 2.4389, D_loss: 0.0299
Epoch 4/5: 77%|██████████████████████████████▊ | 174600/226747 [4:24:35<1:19:15, 10.97it/s][Batch 174600/226747] G_loss: 2.2419, D_loss: 0.0809
Epoch 4/5: 77%|██████████████████████████████▊ | 174800/226747 [4:24:53<1:18:44, 10.99it/s][Batch 174800/226747] G_loss: 2.4398, D_loss: 0.0592
Epoch 4/5: 77%|██████████████████████████████▊ | 175000/226747 [4:25:12<1:18:24, 11.00it/s][Batch 175000/226747] G_loss: 2.3704, D_loss: 0.0491
Epoch 4/5: 77%|██████████████████████████████▉ | 175200/226747 [4:25:30<1:18:18, 10.97it/s][Batch 175200/226747] G_loss: 2.3417, D_loss: 0.0321
Epoch 4/5: 77%|██████████████████████████████▉ | 175400/226747 [4:25:48<1:17:57, 10.98it/s][Batch 175400/226747] G_loss: 2.0559, D_loss: 0.0721
Epoch 4/5: 77%|██████████████████████████████▉ | 175600/226747 [4:26:06<1:17:36, 10.98it/s][Batch 175600/226747] G_loss: 2.2555, D_loss: 0.0431
Epoch 4/5: 78%|███████████████████████████████ | 175800/226747 [4:26:24<1:17:14, 10.99it/s][Batch 175800/226747] G_loss: 2.2761, D_loss: 0.0409
Epoch 4/5: 78%|███████████████████████████████ | 176000/226747 [4:26:43<1:17:03, 10.98it/s][Batch 176000/226747] G_loss: 2.1294, D_loss: 0.0531
Epoch 4/5: 78%|███████████████████████████████ | 176200/226747 [4:27:01<1:16:42, 10.98it/s][Batch 176200/226747] G_loss: 2.3031, D_loss: 0.0190
Epoch 4/5: 78%|███████████████████████████████ | 176400/226747 [4:27:19<1:16:26, 10.98it/s][Batch 176400/226747] G_loss: 2.3632, D_loss: 0.0309
Epoch 4/5: 78%|███████████████████████████████▏ | 176600/226747 [4:27:37<1:16:09, 10.97it/s][Batch 176600/226747] G_loss: 2.3610, D_loss: 0.0361
Epoch 4/5: 78%|███████████████████████████████▏ | 176800/226747 [4:27:55<1:15:46, 10.98it/s][Batch 176800/226747] G_loss: 2.4269, D_loss: 0.0235
Epoch 4/5: 78%|███████████████████████████████▏ | 177000/226747 [4:28:14<1:15:28, 10.98it/s][Batch 177000/226747] G_loss: 2.4546, D_loss: 0.0242
Epoch 4/5: 78%|███████████████████████████████▎ | 177200/226747 [4:28:32<1:15:07, 10.99it/s][Batch 177200/226747] G_loss: 2.2266, D_loss: 0.0406
Epoch 4/5: 78%|███████████████████████████████▎ | 177400/226747 [4:28:50<1:14:53, 10.98it/s][Batch 177400/226747] G_loss: 2.4035, D_loss: 0.0519
Epoch 4/5: 78%|███████████████████████████████▎ | 177600/226747 [4:29:08<1:14:39, 10.97it/s][Batch 177600/226747] G_loss: 2.3280, D_loss: 0.0246
Epoch 4/5: 78%|███████████████████████████████▎ | 177800/226747 [4:29:26<1:17:08, 10.57it/s][Batch 177800/226747] G_loss: 2.5134, D_loss: 0.1246
Epoch 4/5: 79%|███████████████████████████████▍ | 178000/226747 [4:29:45<1:13:59, 10.98it/s][Batch 178000/226747] G_loss: 2.3266, D_loss: 0.0284
Epoch 4/5: 79%|███████████████████████████████▍ | 178200/226747 [4:30:03<1:13:36, 10.99it/s][Batch 178200/226747] G_loss: 2.2682, D_loss: 0.0280
Epoch 4/5: 79%|███████████████████████████████▍ | 178400/226747 [4:30:21<1:13:28, 10.97it/s][Batch 178400/226747] G_loss: 2.2263, D_loss: 0.0304
Epoch 4/5: 79%|███████████████████████████████▌ | 178600/226747 [4:30:39<1:12:57, 11.00it/s][Batch 178600/226747] G_loss: 2.3954, D_loss: 0.0617
Epoch 4/5: 79%|███████████████████████████████▌ | 178800/226747 [4:30:57<1:12:43, 10.99it/s][Batch 178800/226747] G_loss: 2.3045, D_loss: 0.0146
Epoch 4/5: 79%|███████████████████████████████▌ | 179000/226747 [4:31:16<1:12:26, 10.99it/s][Batch 179000/226747] G_loss: 2.4004, D_loss: 0.0195
Epoch 4/5: 79%|███████████████████████████████▌ | 179200/226747 [4:31:34<1:12:15, 10.97it/s][Batch 179200/226747] G_loss: 2.1935, D_loss: 0.0324
Epoch 4/5: 79%|███████████████████████████████▋ | 179400/226747 [4:31:52<1:11:43, 11.00it/s][Batch 179400/226747] G_loss: 2.3521, D_loss: 0.0304
Epoch 4/5: 79%|███████████████████████████████▋ | 179600/226747 [4:32:10<1:11:32, 10.98it/s][Batch 179600/226747] G_loss: 2.3426, D_loss: 0.0455
Epoch 4/5: 79%|███████████████████████████████▋ | 179800/226747 [4:32:29<1:11:11, 10.99it/s][Batch 179800/226747] G_loss: 2.3405, D_loss: 0.0345
Epoch 4/5: 79%|███████████████████████████████▊ | 180000/226747 [4:32:47<1:10:52, 10.99it/s][Batch 180000/226747] G_loss: 2.2880, D_loss: 0.0305
Epoch 4/5: 79%|███████████████████████████████▊ | 180200/226747 [4:33:05<1:10:34, 10.99it/s][Batch 180200/226747] G_loss: 2.3456, D_loss: 0.0311
Epoch 4/5: 80%|███████████████████████████████▊ | 180400/226747 [4:33:23<1:10:15, 10.99it/s][Batch 180400/226747] G_loss: 2.1662, D_loss: 0.0469
Epoch 4/5: 80%|███████████████████████████████▊ | 180600/226747 [4:33:41<1:10:02, 10.98it/s][Batch 180600/226747] G_loss: 2.3238, D_loss: 0.0503
Epoch 4/5: 80%|███████████████████████████████▉ | 180800/226747 [4:34:00<1:09:46, 10.98it/s][Batch 180800/226747] G_loss: 2.4231, D_loss: 0.0313
Epoch 4/5: 80%|███████████████████████████████▉ | 181000/226747 [4:34:18<1:09:27, 10.98it/s][Batch 181000/226747] G_loss: 2.1676, D_loss: 0.0391
Epoch 4/5: 80%|███████████████████████████████▉ | 181200/226747 [4:34:36<1:09:18, 10.95it/s][Batch 181200/226747] G_loss: 2.3281, D_loss: 0.0476
Epoch 4/5: 80%|████████████████████████████████ | 181400/226747 [4:34:54<1:08:45, 10.99it/s][Batch 181400/226747] G_loss: 2.3182, D_loss: 0.0458
Epoch 4/5: 80%|████████████████████████████████ | 181600/226747 [4:35:12<1:08:28, 10.99it/s][Batch 181600/226747] G_loss: 2.2269, D_loss: 0.0290
Epoch 4/5: 80%|████████████████████████████████ | 181800/226747 [4:35:31<1:08:10, 10.99it/s][Batch 181800/226747] G_loss: 2.3800, D_loss: 0.0330
Epoch 4/5: 80%|████████████████████████████████ | 182000/226747 [4:35:49<1:07:51, 10.99it/s][Batch 182000/226747] G_loss: 2.1238, D_loss: 0.0607
Epoch 4/5: 80%|████████████████████████████████▏ | 182200/226747 [4:36:07<1:07:35, 10.98it/s][Batch 182200/226747] G_loss: 2.2080, D_loss: 0.0335
Epoch 4/5: 80%|████████████████████████████████▏ | 182400/226747 [4:36:25<1:07:15, 10.99it/s][Batch 182400/226747] G_loss: 2.3093, D_loss: 0.0327
Epoch 4/5: 81%|████████████████████████████████▏ | 182600/226747 [4:36:44<1:07:05, 10.97it/s][Batch 182600/226747] G_loss: 2.2835, D_loss: 0.0350
Epoch 4/5: 81%|████████████████████████████████▏ | 182800/226747 [4:37:02<1:06:43, 10.98it/s][Batch 182800/226747] G_loss: 2.2636, D_loss: 0.0590
Epoch 4/5: 81%|████████████████████████████████▎ | 183000/226747 [4:37:20<1:06:21, 10.99it/s][Batch 183000/226747] G_loss: 2.2848, D_loss: 0.0616
Epoch 4/5: 81%|████████████████████████████████▎ | 183200/226747 [4:37:38<1:06:01, 10.99it/s][Batch 183200/226747] G_loss: 2.2980, D_loss: 0.0296
Epoch 4/5: 81%|████████████████████████████████▎ | 183400/226747 [4:37:56<1:05:52, 10.97it/s][Batch 183400/226747] G_loss: 2.3657, D_loss: 0.0291
Epoch 4/5: 81%|████████████████████████████████▍ | 183600/226747 [4:38:15<1:05:34, 10.97it/s][Batch 183600/226747] G_loss: 2.3082, D_loss: 0.0431
Epoch 4/5: 81%|████████████████████████████████▍ | 183800/226747 [4:38:33<1:05:02, 11.00it/s][Batch 183800/226747] G_loss: 2.3679, D_loss: 0.0165
Epoch 4/5: 81%|████████████████████████████████▍ | 184000/226747 [4:38:51<1:04:55, 10.97it/s][Batch 184000/226747] G_loss: 2.1899, D_loss: 0.0298
Epoch 4/5: 81%|████████████████████████████████▍ | 184200/226747 [4:39:09<1:04:30, 10.99it/s][Batch 184200/226747] G_loss: 2.2541, D_loss: 0.0458
Epoch 4/5: 81%|████████████████████████████████▌ | 184400/226747 [4:39:28<1:04:14, 10.99it/s][Batch 184400/226747] G_loss: 2.1160, D_loss: 0.0564
Epoch 4/5: 81%|████████████████████████████████▌ | 184600/226747 [4:39:46<1:04:00, 10.97it/s][Batch 184600/226747] G_loss: 2.3880, D_loss: 0.0312
Epoch 4/5: 82%|████████████████████████████████▌ | 184800/226747 [4:40:04<1:03:33, 11.00it/s][Batch 184800/226747] G_loss: 2.4742, D_loss: 0.0248
Epoch 4/5: 82%|████████████████████████████████▋ | 185000/226747 [4:40:22<1:03:22, 10.98it/s][Batch 185000/226747] G_loss: 2.2969, D_loss: 0.0421
Epoch 4/5: 82%|████████████████████████████████▋ | 185200/226747 [4:40:40<1:03:04, 10.98it/s][Batch 185200/226747] G_loss: 2.1909, D_loss: 0.0740
Epoch 4/5: 82%|████████████████████████████████▋ | 185400/226747 [4:40:59<1:02:39, 11.00it/s][Batch 185400/226747] G_loss: 2.4320, D_loss: 0.0391
Epoch 4/5: 82%|████████████████████████████████▋ | 185600/226747 [4:41:17<1:02:31, 10.97it/s][Batch 185600/226747] G_loss: 2.2980, D_loss: 0.0396
Epoch 4/5: 82%|████████████████████████████████▊ | 185800/226747 [4:41:35<1:02:10, 10.98it/s][Batch 185800/226747] G_loss: 2.2967, D_loss: 0.0419
Epoch 4/5: 82%|████████████████████████████████▊ | 186000/226747 [4:41:53<1:01:51, 10.98it/s][Batch 186000/226747] G_loss: 2.2308, D_loss: 0.0307
Epoch 4/5: 82%|████████████████████████████████▊ | 186200/226747 [4:42:11<1:01:33, 10.98it/s][Batch 186200/226747] G_loss: 2.3730, D_loss: 0.0255
Epoch 4/5: 82%|████████████████████████████████▉ | 186400/226747 [4:42:30<1:01:16, 10.97it/s][Batch 186400/226747] G_loss: 2.2950, D_loss: 0.0266
Epoch 4/5: 82%|████████████████████████████████▉ | 186600/226747 [4:42:48<1:00:44, 11.02it/s][Batch 186600/226747] G_loss: 2.3311, D_loss: 0.0307
Epoch 4/5: 82%|████████████████████████████████▉ | 186800/226747 [4:43:06<1:00:38, 10.98it/s][Batch 186800/226747] G_loss: 2.2631, D_loss: 0.0245
Epoch 4/5: 82%|████████████████████████████████▉ | 187000/226747 [4:43:24<1:00:20, 10.98it/s][Batch 187000/226747] G_loss: 2.1373, D_loss: 0.0361
Epoch 4/5: 83%|█████████████████████████████████ | 187200/226747 [4:43:43<1:00:04, 10.97it/s][Batch 187200/226747] G_loss: 2.2971, D_loss: 0.0406
Epoch 4/5: 83%|██████████████████████████████████▋ | 187400/226747 [4:44:01<59:41, 10.99it/s][Batch 187400/226747] G_loss: 2.2056, D_loss: 0.0507
Epoch 4/5: 83%|██████████████████████████████████▋ | 187600/226747 [4:44:19<59:25, 10.98it/s][Batch 187600/226747] G_loss: 2.2187, D_loss: 0.0345
Epoch 4/5: 83%|██████████████████████████████████▊ | 187800/226747 [4:44:37<59:13, 10.96it/s][Batch 187800/226747] G_loss: 2.2994, D_loss: 0.0288
Epoch 4/5: 83%|██████████████████████████████████▊ | 188000/226747 [4:44:55<58:46, 10.99it/s][Batch 188000/226747] G_loss: 2.2489, D_loss: 0.0293
Epoch 4/5: 83%|██████████████████████████████████▊ | 188200/226747 [4:45:14<58:27, 10.99it/s][Batch 188200/226747] G_loss: 2.3150, D_loss: 0.0297
Epoch 4/5: 83%|██████████████████████████████████▉ | 188400/226747 [4:45:32<58:18, 10.96it/s][Batch 188400/226747] G_loss: 2.2169, D_loss: 0.0472
Epoch 4/5: 83%|██████████████████████████████████▉ | 188600/226747 [4:45:50<57:57, 10.97it/s][Batch 188600/226747] G_loss: 2.2649, D_loss: 0.0281
Epoch 4/5: 83%|██████████████████████████████████▉ | 188800/226747 [4:46:08<57:42, 10.96it/s][Batch 188800/226747] G_loss: 2.2779, D_loss: 0.0369
Epoch 4/5: 83%|███████████████████████████████████ | 189000/226747 [4:46:27<57:24, 10.96it/s][Batch 189000/226747] G_loss: 2.3331, D_loss: 0.0227
Epoch 4/5: 83%|███████████████████████████████████ | 189200/226747 [4:46:45<57:04, 10.96it/s][Batch 189200/226747] G_loss: 2.3305, D_loss: 0.0296
Epoch 4/5: 84%|███████████████████████████████████ | 189400/226747 [4:47:03<56:43, 10.97it/s][Batch 189400/226747] G_loss: 2.3142, D_loss: 0.0228
Epoch 4/5: 84%|███████████████████████████████████ | 189600/226747 [4:47:21<56:26, 10.97it/s][Batch 189600/226747] G_loss: 2.4658, D_loss: 0.0257
Epoch 4/5: 84%|███████████████████████████████████▏ | 189800/226747 [4:47:40<56:04, 10.98it/s][Batch 189800/226747] G_loss: 2.1276, D_loss: 0.0342
Epoch 4/5: 84%|███████████████████████████████████▏ | 190000/226747 [4:47:58<55:47, 10.98it/s][Batch 190000/226747] G_loss: 2.4233, D_loss: 0.0270
Epoch 4/5: 84%|███████████████████████████████████▏ | 190200/226747 [4:48:16<55:29, 10.98it/s][Batch 190200/226747] G_loss: 2.2522, D_loss: 0.0387
Epoch 4/5: 84%|███████████████████████████████████▎ | 190400/226747 [4:48:34<55:14, 10.97it/s][Batch 190400/226747] G_loss: 2.2568, D_loss: 0.0397
Epoch 4/5: 84%|███████████████████████████████████▎ | 190600/226747 [4:48:53<54:51, 10.98it/s][Batch 190600/226747] G_loss: 2.2659, D_loss: 0.0509
Epoch 4/5: 84%|███████████████████████████████████▎ | 190800/226747 [4:49:11<54:32, 10.98it/s][Batch 190800/226747] G_loss: 2.2626, D_loss: 0.0237
Epoch 4/5: 84%|███████████████████████████████████▍ | 191000/226747 [4:49:29<54:13, 10.99it/s][Batch 191000/226747] G_loss: 2.3077, D_loss: 0.0341
Epoch 4/5: 84%|███████████████████████████████████▍ | 191200/226747 [4:49:47<53:57, 10.98it/s][Batch 191200/226747] G_loss: 2.2399, D_loss: 0.0265
Epoch 4/5: 84%|███████████████████████████████████▍ | 191400/226747 [4:50:05<53:41, 10.97it/s][Batch 191400/226747] G_loss: 2.1588, D_loss: 0.0312
Epoch 4/5: 84%|███████████████████████████████████▍ | 191600/226747 [4:50:24<53:22, 10.97it/s][Batch 191600/226747] G_loss: 2.2280, D_loss: 0.0611
Epoch 4/5: 85%|███████████████████████████████████▌ | 191800/226747 [4:50:42<53:00, 10.99it/s][Batch 191800/226747] G_loss: 2.2641, D_loss: 0.0344
Epoch 4/5: 85%|███████████████████████████████████▌ | 192000/226747 [4:51:00<52:48, 10.97it/s][Batch 192000/226747] G_loss: 2.3347, D_loss: 0.0287
Epoch 4/5: 85%|███████████████████████████████████▌ | 192200/226747 [4:51:18<52:17, 11.01it/s][Batch 192200/226747] G_loss: 2.1647, D_loss: 0.0947
Epoch 4/5: 85%|███████████████████████████████████▋ | 192400/226747 [4:51:37<52:09, 10.98it/s][Batch 192400/226747] G_loss: 2.2179, D_loss: 0.0640
Epoch 4/5: 85%|███████████████████████████████████▋ | 192600/226747 [4:51:55<51:43, 11.00it/s][Batch 192600/226747] G_loss: 2.5026, D_loss: 0.0269
Epoch 4/5: 85%|███████████████████████████████████▋ | 192800/226747 [4:52:13<51:31, 10.98it/s][Batch 192800/226747] G_loss: 2.1403, D_loss: 0.1518
Epoch 4/5: 85%|███████████████████████████████████▋ | 193000/226747 [4:52:31<51:13, 10.98it/s][Batch 193000/226747] G_loss: 2.2347, D_loss: 0.0650
Epoch 4/5: 85%|███████████████████████████████████▊ | 193200/226747 [4:52:49<50:53, 10.99it/s][Batch 193200/226747] G_loss: 2.2217, D_loss: 0.0427
Epoch 4/5: 85%|███████████████████████████████████▊ | 193400/226747 [4:53:08<50:39, 10.97it/s][Batch 193400/226747] G_loss: 2.2518, D_loss: 0.0463
Epoch 4/5: 85%|███████████████████████████████████▊ | 193600/226747 [4:53:26<50:17, 10.98it/s][Batch 193600/226747] G_loss: 2.2381, D_loss: 0.0301
Epoch 4/5: 85%|███████████████████████████████████▉ | 193800/226747 [4:53:44<50:02, 10.97it/s][Batch 193800/226747] G_loss: 2.2715, D_loss: 0.0425
Epoch 4/5: 86%|███████████████████████████████████▉ | 194000/226747 [4:54:02<49:43, 10.98it/s][Batch 194000/226747] G_loss: 2.4138, D_loss: 0.0579
Epoch 4/5: 86%|███████████████████████████████████▉ | 194200/226747 [4:54:21<49:27, 10.97it/s][Batch 194200/226747] G_loss: 2.3489, D_loss: 0.0425
Epoch 4/5: 86%|████████████████████████████████████ | 194400/226747 [4:54:39<49:10, 10.96it/s][Batch 194400/226747] G_loss: 2.3620, D_loss: 0.0243
Epoch 4/5: 86%|████████████████████████████████████ | 194600/226747 [4:54:57<48:49, 10.97it/s][Batch 194600/226747] G_loss: 2.3538, D_loss: 0.0126
Epoch 4/5: 86%|████████████████████████████████████ | 194800/226747 [4:55:15<48:31, 10.97it/s][Batch 194800/226747] G_loss: 2.2617, D_loss: 0.0366
Epoch 4/5: 86%|████████████████████████████████████ | 195000/226747 [4:55:33<48:15, 10.96it/s][Batch 195000/226747] G_loss: 2.5498, D_loss: 0.0217
Epoch 4/5: 86%|████████████████████████████████████▏ | 195200/226747 [4:55:52<47:54, 10.98it/s][Batch 195200/226747] G_loss: 2.2130, D_loss: 0.0524
Epoch 4/5: 86%|████████████████████████████████████▏ | 195400/226747 [4:56:10<47:38, 10.96it/s][Batch 195400/226747] G_loss: 2.4136, D_loss: 0.0222
Epoch 4/5: 86%|████████████████████████████████████▏ | 195600/226747 [4:56:28<47:14, 10.99it/s][Batch 195600/226747] G_loss: 2.2556, D_loss: 0.0413
Epoch 4/5: 86%|████████████████████████████████████▎ | 195800/226747 [4:56:46<47:03, 10.96it/s][Batch 195800/226747] G_loss: 2.2994, D_loss: 0.0308
Epoch 4/5: 86%|████████████████████████████████████▎ | 196000/226747 [4:57:05<46:43, 10.97it/s][Batch 196000/226747] G_loss: 2.3625, D_loss: 0.0366
Epoch 4/5: 87%|████████████████████████████████████▎ | 196200/226747 [4:57:23<46:24, 10.97it/s][Batch 196200/226747] G_loss: 2.4641, D_loss: 0.0441
Epoch 4/5: 87%|████████████████████████████████████▍ | 196400/226747 [4:57:41<46:08, 10.96it/s][Batch 196400/226747] G_loss: 2.2957, D_loss: 0.0360
Epoch 4/5: 87%|████████████████████████████████████▍ | 196600/226747 [4:57:59<45:34, 11.03it/s][Batch 196600/226747] G_loss: 2.1315, D_loss: 0.0387
Epoch 4/5: 87%|████████████████████████████████████▍ | 196800/226747 [4:58:18<45:46, 10.90it/s][Batch 196800/226747] G_loss: 2.1870, D_loss: 0.0650
Epoch 4/5: 87%|████████████████████████████████████▍ | 197000/226747 [4:58:36<45:14, 10.96it/s][Batch 197000/226747] G_loss: 2.3737, D_loss: 0.0200
Epoch 4/5: 87%|████████████████████████████████████▌ | 197200/226747 [4:58:54<44:41, 11.02it/s][Batch 197200/226747] G_loss: 2.4320, D_loss: 0.0318
Epoch 4/5: 87%|████████████████████████████████████▌ | 197400/226747 [4:59:12<44:32, 10.98it/s][Batch 197400/226747] G_loss: 2.2113, D_loss: 0.0383
Epoch 4/5: 87%|████████████████████████████████████▌ | 197600/226747 [4:59:31<44:13, 10.98it/s][Batch 197600/226747] G_loss: 2.2972, D_loss: 0.0332
Epoch 4/5: 87%|████████████████████████████████████▋ | 197800/226747 [4:59:49<44:02, 10.95it/s][Batch 197800/226747] G_loss: 2.1424, D_loss: 0.0612
Epoch 4/5: 87%|████████████████████████████████████▋ | 198000/226747 [5:00:07<43:37, 10.98it/s][Batch 198000/226747] G_loss: 2.1640, D_loss: 0.0447
Epoch 4/5: 87%|████████████████████████████████████▋ | 198200/226747 [5:00:25<43:17, 10.99it/s][Batch 198200/226747] G_loss: 1.9990, D_loss: 0.1062
Epoch 4/5: 87%|████████████████████████████████████▋ | 198400/226747 [5:00:43<43:01, 10.98it/s][Batch 198400/226747] G_loss: 2.3450, D_loss: 0.0571
Epoch 4/5: 88%|████████████████████████████████████▊ | 198600/226747 [5:01:02<42:43, 10.98it/s][Batch 198600/226747] G_loss: 2.2213, D_loss: 0.0358
Epoch 4/5: 88%|████████████████████████████████████▊ | 198800/226747 [5:01:20<42:25, 10.98it/s][Batch 198800/226747] G_loss: 2.3599, D_loss: 0.0490
Epoch 4/5: 88%|████████████████████████████████████▊ | 199000/226747 [5:01:38<41:58, 11.02it/s][Batch 199000/226747] G_loss: 2.1912, D_loss: 0.0322
Epoch 4/5: 88%|████████████████████████████████████▉ | 199200/226747 [5:01:56<41:49, 10.97it/s][Batch 199200/226747] G_loss: 2.4131, D_loss: 0.0434
Epoch 4/5: 88%|████████████████████████████████████▉ | 199400/226747 [5:02:14<41:25, 11.00it/s][Batch 199400/226747] G_loss: 2.4182, D_loss: 0.0415
Epoch 4/5: 88%|████████████████████████████████████▉ | 199600/226747 [5:02:33<41:14, 10.97it/s][Batch 199600/226747] G_loss: 2.2463, D_loss: 0.0284
Epoch 4/5: 88%|█████████████████████████████████████ | 199800/226747 [5:02:51<40:46, 11.01it/s][Batch 199800/226747] G_loss: 2.1776, D_loss: 0.0210
Epoch 4/5: 88%|█████████████████████████████████████ | 200000/226747 [5:03:09<40:33, 10.99it/s][Batch 200000/226747] G_loss: 2.2931, D_loss: 0.0319
Epoch 4/5: 88%|█████████████████████████████████████ | 200200/226747 [5:03:27<40:08, 11.02it/s][Batch 200200/226747] G_loss: 2.3607, D_loss: 0.0200
Epoch 4/5: 88%|█████████████████████████████████████ | 200400/226747 [5:03:45<39:50, 11.02it/s][Batch 200400/226747] G_loss: 2.1836, D_loss: 0.0306
Epoch 4/5: 88%|█████████████████████████████████████▏ | 200600/226747 [5:04:03<39:41, 10.98it/s][Batch 200600/226747] G_loss: 2.2510, D_loss: 0.0304
Epoch 4/5: 89%|█████████████████████████████████████▏ | 200801/226747 [5:04:22<40:40, 10.63it/s][Batch 200800/226747] G_loss: 2.3013, D_loss: 0.0541
Epoch 4/5: 89%|█████████████████████████████████████▏ | 201001/226747 [5:04:41<40:17, 10.65it/s][Batch 201000/226747] G_loss: 2.4663, D_loss: 0.0446
Epoch 4/5: 89%|█████████████████████████████████████▎ | 201201/226747 [5:04:59<38:58, 10.93it/s][Batch 201200/226747] G_loss: 2.4482, D_loss: 0.0227
Epoch 4/5: 89%|█████████████████████████████████████▎ | 201401/226747 [5:05:17<38:22, 11.01it/s][Batch 201400/226747] G_loss: 2.2033, D_loss: 0.0343
Epoch 4/5: 89%|█████████████████████████████████████▎ | 201601/226747 [5:05:36<38:18, 10.94it/s][Batch 201600/226747] G_loss: 2.3767, D_loss: 0.0501
Epoch 4/5: 89%|█████████████████████████████████████▍ | 201801/226747 [5:05:54<40:07, 10.36it/s][Batch 201800/226747] G_loss: 2.3075, D_loss: 0.0436
Epoch 4/5: 89%|█████████████████████████████████████▍ | 202001/226747 [5:06:12<37:45, 10.92it/s][Batch 202000/226747] G_loss: 2.3071, D_loss: 0.0371
Epoch 4/5: 89%|█████████████████████████████████████▍ | 202201/226747 [5:06:31<37:29, 10.91it/s][Batch 202200/226747] G_loss: 2.2144, D_loss: 0.0719
Epoch 4/5: 89%|█████████████████████████████████████▍ | 202401/226747 [5:06:49<36:55, 10.99it/s][Batch 202400/226747] G_loss: 2.4163, D_loss: 0.0299
Epoch 4/5: 89%|█████████████████████████████████████▌ | 202601/226747 [5:07:07<36:51, 10.92it/s][Batch 202600/226747] G_loss: 2.2673, D_loss: 0.0408
Epoch 4/5: 89%|█████████████████████████████████████▌ | 202801/226747 [5:07:25<36:34, 10.91it/s][Batch 202800/226747] G_loss: 2.3385, D_loss: 0.0151
Epoch 4/5: 90%|█████████████████████████████████████▌ | 203001/226747 [5:07:44<36:14, 10.92it/s][Batch 203000/226747] G_loss: 2.3225, D_loss: 0.0314
Epoch 4/5: 90%|█████████████████████████████████████▋ | 203201/226747 [5:08:02<36:04, 10.88it/s][Batch 203200/226747] G_loss: 2.2123, D_loss: 0.0376
Epoch 4/5: 90%|█████████████████████████████████████▋ | 203401/226747 [5:08:20<35:27, 10.97it/s][Batch 203400/226747] G_loss: 2.3687, D_loss: 0.0259
Epoch 4/5: 90%|█████████████████████████████████████▋ | 203601/226747 [5:08:39<35:33, 10.85it/s][Batch 203600/226747] G_loss: 2.1474, D_loss: 0.0506
Epoch 4/5: 90%|█████████████████████████████████████▋ | 203801/226747 [5:08:57<34:59, 10.93it/s][Batch 203800/226747] G_loss: 2.4129, D_loss: 0.0256
Epoch 4/5: 90%|█████████████████████████████████████▊ | 204001/226747 [5:09:15<34:27, 11.00it/s][Batch 204000/226747] G_loss: 2.1380, D_loss: 0.0449
Epoch 4/5: 90%|█████████████████████████████████████▊ | 204201/226747 [5:09:34<34:12, 10.98it/s][Batch 204200/226747] G_loss: 2.1118, D_loss: 0.0591
Epoch 4/5: 90%|█████████████████████████████████████▊ | 204401/226747 [5:09:52<35:08, 10.60it/s][Batch 204400/226747] G_loss: 2.4830, D_loss: 0.0250
Epoch 4/5: 90%|█████████████████████████████████████▉ | 204601/226747 [5:10:11<35:05, 10.52it/s][Batch 204600/226747] G_loss: 2.3732, D_loss: 0.0177
Epoch 4/5: 90%|█████████████████████████████████████▉ | 204801/226747 [5:10:31<35:14, 10.38it/s][Batch 204800/226747] G_loss: 2.2978, D_loss: 0.0358
Epoch 4/5: 90%|█████████████████████████████████████▉ | 205001/226747 [5:10:50<35:12, 10.29it/s][Batch 205000/226747] G_loss: 2.2868, D_loss: 0.0460
Epoch 4/5: 90%|██████████████████████████████████████ | 205201/226747 [5:11:09<34:56, 10.28it/s][Batch 205200/226747] G_loss: 2.1659, D_loss: 0.0260
Epoch 4/5: 91%|██████████████████████████████████████ | 205400/226747 [5:11:29<33:58, 10.47it/s][Batch 205400/226747] G_loss: 2.2304, D_loss: 0.0271
Epoch 4/5: 91%|██████████████████████████████████████ | 205600/226747 [5:11:48<33:12, 10.61it/s][Batch 205600/226747] G_loss: 2.2894, D_loss: 0.0300
Epoch 4/5: 91%|██████████████████████████████████████ | 205800/226747 [5:12:06<32:11, 10.84it/s][Batch 205800/226747] G_loss: 2.1082, D_loss: 0.0517
Epoch 4/5: 91%|██████████████████████████████████████▏ | 206000/226747 [5:12:25<31:26, 10.99it/s][Batch 206000/226747] G_loss: 2.1986, D_loss: 0.0386
Epoch 4/5: 91%|██████████████████████████████████████▏ | 206200/226747 [5:12:43<31:05, 11.02it/s][Batch 206200/226747] G_loss: 2.3910, D_loss: 0.0251
Epoch 4/5: 91%|██████████████████████████████████████▏ | 206400/226747 [5:13:01<30:46, 11.02it/s][Batch 206400/226747] G_loss: 2.2054, D_loss: 0.0293
Epoch 4/5: 91%|██████████████████████████████████████▎ | 206600/226747 [5:13:19<31:49, 10.55it/s][Batch 206600/226747] G_loss: 2.1660, D_loss: 0.0587
Epoch 4/5: 91%|██████████████████████████████████████▎ | 206800/226747 [5:13:38<30:28, 10.91it/s][Batch 206800/226747] G_loss: 2.4148, D_loss: 0.0182
Epoch 4/5: 91%|██████████████████████████████████████▎ | 207000/226747 [5:13:56<30:01, 10.96it/s][Batch 207000/226747] G_loss: 2.2770, D_loss: 0.0492
Epoch 4/5: 91%|██████████████████████████████████████▍ | 207200/226747 [5:14:14<29:40, 10.98it/s][Batch 207200/226747] G_loss: 2.2494, D_loss: 0.0352
Epoch 4/5: 91%|██████████████████████████████████████▍ | 207400/226747 [5:14:33<29:54, 10.78it/s][Batch 207400/226747] G_loss: 2.3622, D_loss: 0.0258
Epoch 4/5: 92%|██████████████████████████████████████▍ | 207600/226747 [5:14:51<28:58, 11.01it/s][Batch 207600/226747] G_loss: 2.2983, D_loss: 0.0318
Epoch 4/5: 92%|██████████████████████████████████████▍ | 207800/226747 [5:15:09<28:38, 11.03it/s][Batch 207800/226747] G_loss: 2.0522, D_loss: 0.0962
Epoch 4/5: 92%|██████████████████████████████████████▌ | 208000/226747 [5:15:27<28:20, 11.02it/s][Batch 208000/226747] G_loss: 2.4529, D_loss: 0.0191
Epoch 4/5: 92%|██████████████████████████████████████▌ | 208200/226747 [5:15:45<28:03, 11.02it/s][Batch 208200/226747] G_loss: 2.3006, D_loss: 0.0165
Epoch 4/5: 92%|██████████████████████████████████████▌ | 208400/226747 [5:16:03<27:45, 11.01it/s][Batch 208400/226747] G_loss: 2.1965, D_loss: 0.0349
Epoch 4/5: 92%|██████████████████████████████████████▋ | 208600/226747 [5:16:22<27:34, 10.97it/s][Batch 208600/226747] G_loss: 2.1728, D_loss: 0.0577
Epoch 4/5: 92%|██████████████████████████████████████▋ | 208800/226747 [5:16:40<27:20, 10.94it/s][Batch 208800/226747] G_loss: 2.2653, D_loss: 0.0353
Epoch 4/5: 92%|██████████████████████████████████████▋ | 209001/226747 [5:16:58<26:57, 10.97it/s][Batch 209000/226747] G_loss: 2.0711, D_loss: 0.0571
Epoch 4/5: 92%|██████████████████████████████████████▋ | 209201/226747 [5:17:17<26:35, 11.00it/s][Batch 209200/226747] G_loss: 2.2677, D_loss: 0.0758
Epoch 4/5: 92%|██████████████████████████████████████▊ | 209401/226747 [5:17:35<26:16, 11.00it/s][Batch 209400/226747] G_loss: 2.3503, D_loss: 0.0267
Epoch 4/5: 92%|██████████████████████████████████████▊ | 209601/226747 [5:17:53<25:58, 11.00it/s][Batch 209600/226747] G_loss: 2.3573, D_loss: 0.0203
Epoch 4/5: 93%|██████████████████████████████████████▊ | 209801/226747 [5:18:11<25:39, 11.01it/s][Batch 209800/226747] G_loss: 2.1320, D_loss: 0.1125
Epoch 4/5: 93%|██████████████████████████████████████▉ | 210001/226747 [5:18:29<25:21, 11.01it/s][Batch 210000/226747] G_loss: 2.2098, D_loss: 0.0749
Epoch 4/5: 93%|██████████████████████████████████████▉ | 210201/226747 [5:18:48<25:05, 10.99it/s][Batch 210200/226747] G_loss: 2.3646, D_loss: 0.0401
Epoch 4/5: 93%|██████████████████████████████████████▉ | 210401/226747 [5:19:06<24:46, 11.00it/s][Batch 210400/226747] G_loss: 2.2899, D_loss: 0.0654
Epoch 4/5: 93%|███████████████████████████████████████ | 210601/226747 [5:19:24<24:28, 11.00it/s][Batch 210600/226747] G_loss: 2.1749, D_loss: 0.0813
Epoch 4/5: 93%|███████████████████████████████████████ | 210801/226747 [5:19:42<24:07, 11.02it/s][Batch 210800/226747] G_loss: 2.3322, D_loss: 0.0330
Epoch 4/5: 93%|███████████████████████████████████████ | 211001/226747 [5:20:00<23:50, 11.01it/s][Batch 211000/226747] G_loss: 2.3346, D_loss: 0.0523
Epoch 4/5: 93%|███████████████████████████████████████ | 211201/226747 [5:20:18<23:32, 11.01it/s][Batch 211200/226747] G_loss: 2.0520, D_loss: 0.0749
Epoch 4/5: 93%|███████████████████████████████████████▏ | 211401/226747 [5:20:37<23:14, 11.00it/s][Batch 211400/226747] G_loss: 2.4005, D_loss: 0.0254
Epoch 4/5: 93%|███████████████████████████████████████▏ | 211601/226747 [5:20:55<22:57, 11.00it/s][Batch 211600/226747] G_loss: 2.3974, D_loss: 0.0276
Epoch 4/5: 93%|███████████████████████████████████████▏ | 211801/226747 [5:21:13<22:39, 11.00it/s][Batch 211800/226747] G_loss: 2.3706, D_loss: 0.0297
Epoch 4/5: 93%|███████████████████████████████████████▎ | 212001/226747 [5:21:31<22:19, 11.00it/s][Batch 212000/226747] G_loss: 2.3690, D_loss: 0.0373
Epoch 4/5: 94%|███████████████████████████████████████▎ | 212201/226747 [5:21:49<22:02, 11.00it/s][Batch 212200/226747] G_loss: 2.8335, D_loss: 0.0459
Epoch 4/5: 94%|███████████████████████████████████████▎ | 212401/226747 [5:22:07<21:42, 11.02it/s][Batch 212400/226747] G_loss: 2.1564, D_loss: 0.0521
Epoch 4/5: 94%|███████████████████████████████████████▍ | 212601/226747 [5:22:26<21:24, 11.01it/s][Batch 212600/226747] G_loss: 2.4927, D_loss: 0.0310
Epoch 4/5: 94%|███████████████████████████████████████▍ | 212801/226747 [5:22:44<21:07, 11.00it/s][Batch 212800/226747] G_loss: 2.2896, D_loss: 0.0401
Epoch 4/5: 94%|███████████████████████████████████████▍ | 213001/226747 [5:23:02<20:48, 11.01it/s][Batch 213000/226747] G_loss: 2.2563, D_loss: 0.0662
Epoch 4/5: 94%|███████████████████████████████████████▍ | 213201/226747 [5:23:20<20:31, 11.00it/s][Batch 213200/226747] G_loss: 2.3898, D_loss: 0.0358
Epoch 4/5: 94%|███████████████████████████████████████▌ | 213401/226747 [5:23:38<20:12, 11.00it/s][Batch 213400/226747] G_loss: 2.2650, D_loss: 0.0199
Epoch 4/5: 94%|███████████████████████████████████████▌ | 213601/226747 [5:23:57<19:56, 10.98it/s][Batch 213600/226747] G_loss: 2.2563, D_loss: 0.0356
Epoch 4/5: 94%|███████████████████████████████████████▌ | 213801/226747 [5:24:15<19:43, 10.94it/s][Batch 213800/226747] G_loss: 1.8060, D_loss: 0.1462
Epoch 4/5: 94%|███████████████████████████████████████▋ | 214001/226747 [5:24:33<19:25, 10.94it/s][Batch 214000/226747] G_loss: 2.3378, D_loss: 0.0312
Epoch 4/5: 94%|███████████████████████████████████████▋ | 214201/226747 [5:24:51<19:07, 10.94it/s][Batch 214200/226747] G_loss: 2.1772, D_loss: 0.0464
Epoch 4/5: 95%|███████████████████████████████████████▋ | 214401/226747 [5:25:10<18:50, 10.92it/s][Batch 214400/226747] G_loss: 2.3442, D_loss: 0.0327
Epoch 4/5: 95%|███████████████████████████████████████▊ | 214601/226747 [5:25:28<18:28, 10.96it/s][Batch 214600/226747] G_loss: 2.3358, D_loss: 0.0176
Epoch 4/5: 95%|███████████████████████████████████████▊ | 214801/226747 [5:25:46<18:10, 10.96it/s][Batch 214800/226747] G_loss: 2.2837, D_loss: 0.0280
Epoch 4/5: 95%|███████████████████████████████████████▊ | 215001/226747 [5:26:04<17:54, 10.93it/s][Batch 215000/226747] G_loss: 2.4327, D_loss: 0.0298
Epoch 4/5: 95%|███████████████████████████████████████▊ | 215201/226747 [5:26:23<17:45, 10.84it/s][Batch 215200/226747] G_loss: 2.3103, D_loss: 0.0271
Epoch 4/5: 95%|███████████████████████████████████████▉ | 215401/226747 [5:26:41<17:17, 10.93it/s][Batch 215400/226747] G_loss: 2.1924, D_loss: 0.0383
Epoch 4/5: 95%|███████████████████████████████████████▉ | 215601/226747 [5:26:59<17:00, 10.92it/s][Batch 215600/226747] G_loss: 2.1658, D_loss: 0.0555
Epoch 4/5: 95%|███████████████████████████████████████▉ | 215801/226747 [5:27:17<16:42, 10.92it/s][Batch 215800/226747] G_loss: 2.4318, D_loss: 0.0229
Epoch 4/5: 95%|████████████████████████████████████████ | 216001/226747 [5:27:36<16:23, 10.93it/s][Batch 216000/226747] G_loss: 2.4409, D_loss: 0.0381
Epoch 4/5: 95%|████████████████████████████████████████ | 216201/226747 [5:27:54<16:04, 10.94it/s][Batch 216200/226747] G_loss: 2.0106, D_loss: 0.0790
Epoch 4/5: 95%|████████████████████████████████████████ | 216401/226747 [5:28:12<15:46, 10.93it/s][Batch 216400/226747] G_loss: 2.3620, D_loss: 0.0205
Epoch 4/5: 96%|████████████████████████████████████████ | 216601/226747 [5:28:31<15:29, 10.91it/s][Batch 216600/226747] G_loss: 2.1892, D_loss: 0.0364
Epoch 4/5: 96%|████████████████████████████████████████▏ | 216801/226747 [5:28:49<15:10, 10.93it/s][Batch 216800/226747] G_loss: 2.3357, D_loss: 0.0322
Epoch 4/5: 96%|████████████████████████████████████████▏ | 217001/226747 [5:29:07<14:49, 10.95it/s][Batch 217000/226747] G_loss: 2.1411, D_loss: 0.0349
Epoch 4/5: 96%|████████████████████████████████████████▏ | 217201/226747 [5:29:26<14:31, 10.95it/s][Batch 217200/226747] G_loss: 2.1672, D_loss: 0.2387
Epoch 4/5: 96%|████████████████████████████████████████▎ | 217401/226747 [5:29:44<14:13, 10.95it/s][Batch 217400/226747] G_loss: 2.2462, D_loss: 0.0204
Epoch 4/5: 96%|████████████████████████████████████████▎ | 217601/226747 [5:30:02<13:55, 10.94it/s][Batch 217600/226747] G_loss: 2.2678, D_loss: 0.0264
Epoch 4/5: 96%|████████████████████████████████████████▎ | 217801/226747 [5:30:20<13:38, 10.92it/s][Batch 217800/226747] G_loss: 2.2410, D_loss: 0.0335
Epoch 4/5: 96%|████████████████████████████████████████▍ | 218001/226747 [5:30:39<13:19, 10.94it/s][Batch 218000/226747] G_loss: 2.0441, D_loss: 0.0313
Epoch 4/5: 96%|████████████████████████████████████████▍ | 218201/226747 [5:30:57<13:21, 10.67it/s][Batch 218200/226747] G_loss: 2.3421, D_loss: 0.0337
Epoch 4/5: 96%|████████████████████████████████████████▍ | 218401/226747 [5:31:15<12:42, 10.95it/s][Batch 218400/226747] G_loss: 2.3156, D_loss: 0.0338
Epoch 4/5: 96%|████████████████████████████████████████▍ | 218601/226747 [5:31:33<12:24, 10.94it/s][Batch 218600/226747] G_loss: 2.5188, D_loss: 0.0367
Epoch 4/5: 96%|████████████████████████████████████████▌ | 218801/226747 [5:31:52<12:06, 10.93it/s][Batch 218800/226747] G_loss: 2.2934, D_loss: 0.0291
Epoch 4/5: 97%|████████████████████████████████████████▌ | 219001/226747 [5:32:10<11:48, 10.93it/s][Batch 219000/226747] G_loss: 2.3360, D_loss: 0.0463
Epoch 4/5: 97%|████████████████████████████████████████▌ | 219201/226747 [5:32:28<11:30, 10.93it/s][Batch 219200/226747] G_loss: 2.2357, D_loss: 0.0368
Epoch 4/5: 97%|████████████████████████████████████████▋ | 219401/226747 [5:32:46<11:10, 10.95it/s][Batch 219400/226747] G_loss: 2.3847, D_loss: 0.0373
Epoch 4/5: 97%|████████████████████████████████████████▋ | 219601/226747 [5:33:05<10:55, 10.91it/s][Batch 219600/226747] G_loss: 2.1265, D_loss: 0.0573
Epoch 4/5: 97%|████████████████████████████████████████▋ | 219801/226747 [5:33:23<10:36, 10.92it/s][Batch 219800/226747] G_loss: 2.1042, D_loss: 0.0877
Epoch 4/5: 97%|████████████████████████████████████████▊ | 220001/226747 [5:33:41<10:17, 10.93it/s][Batch 220000/226747] G_loss: 2.2566, D_loss: 0.0284
Epoch 4/5: 97%|████████████████████████████████████████▊ | 220201/226747 [5:34:00<10:02, 10.87it/s][Batch 220200/226747] G_loss: 2.1611, D_loss: 0.0424
Epoch 4/5: 97%|████████████████████████████████████████▊ | 220401/226747 [5:34:18<09:38, 10.98it/s][Batch 220400/226747] G_loss: 2.3482, D_loss: 0.0362
Epoch 4/5: 97%|████████████████████████████████████████▊ | 220601/226747 [5:34:37<09:26, 10.85it/s][Batch 220600/226747] G_loss: 2.4281, D_loss: 0.0617
Epoch 4/5: 97%|████████████████████████████████████████▉ | 220801/226747 [5:34:55<09:05, 10.89it/s][Batch 220800/226747] G_loss: 2.2701, D_loss: 0.0479
Epoch 4/5: 97%|████████████████████████████████████████▉ | 221001/226747 [5:35:13<08:47, 10.88it/s][Batch 221000/226747] G_loss: 2.3702, D_loss: 0.0250
Epoch 4/5: 98%|████████████████████████████████████████▉ | 221201/226747 [5:35:31<08:28, 10.91it/s][Batch 221200/226747] G_loss: 2.3631, D_loss: 0.0431
Epoch 4/5: 98%|█████████████████████████████████████████ | 221401/226747 [5:35:50<08:13, 10.83it/s][Batch 221400/226747] G_loss: 2.1194, D_loss: 0.0949
Epoch 4/5: 98%|█████████████████████████████████████████ | 221601/226747 [5:36:08<07:51, 10.92it/s][Batch 221600/226747] G_loss: 2.1301, D_loss: 0.0544
Epoch 4/5: 98%|█████████████████████████████████████████ | 221801/226747 [5:36:27<07:35, 10.87it/s][Batch 221800/226747] G_loss: 2.2181, D_loss: 0.0402
Epoch 4/5: 98%|█████████████████████████████████████████ | 222001/226747 [5:36:45<07:11, 11.00it/s][Batch 222000/226747] G_loss: 2.3625, D_loss: 0.0204
Epoch 4/5: 98%|█████████████████████████████████████████▏| 222201/226747 [5:37:03<06:53, 10.98it/s][Batch 222200/226747] G_loss: 2.2855, D_loss: 0.0776
Epoch 4/5: 98%|█████████████████████████████████████████▏| 222401/226747 [5:37:21<06:36, 10.95it/s][Batch 222400/226747] G_loss: 2.8742, D_loss: 0.2021
Epoch 4/5: 98%|█████████████████████████████████████████▏| 222601/226747 [5:37:40<06:18, 10.97it/s][Batch 222600/226747] G_loss: 2.1314, D_loss: 0.0798
Epoch 4/5: 98%|█████████████████████████████████████████▎| 222801/226747 [5:37:58<05:58, 11.01it/s][Batch 222800/226747] G_loss: 2.2182, D_loss: 0.1204
Epoch 4/5: 98%|█████████████████████████████████████████▎| 223001/226747 [5:38:16<05:46, 10.82it/s][Batch 223000/226747] G_loss: 2.3531, D_loss: 0.0894
Epoch 4/5: 98%|█████████████████████████████████████████▎| 223201/226747 [5:38:34<05:23, 10.95it/s][Batch 223200/226747] G_loss: 2.3494, D_loss: 0.0435
Epoch 4/5: 99%|█████████████████████████████████████████▍| 223401/226747 [5:38:53<05:10, 10.78it/s][Batch 223400/226747] G_loss: 2.3048, D_loss: 0.0370
Epoch 4/5: 99%|█████████████████████████████████████████▍| 223601/226747 [5:39:11<04:49, 10.88it/s][Batch 223600/226747] G_loss: 2.4797, D_loss: 0.0233
Epoch 4/5: 99%|█████████████████████████████████████████▍| 223801/226747 [5:39:29<04:29, 10.91it/s][Batch 223800/226747] G_loss: 2.1567, D_loss: 0.1011
Epoch 4/5: 99%|█████████████████████████████████████████▍| 224001/226747 [5:39:48<04:12, 10.89it/s][Batch 224000/226747] G_loss: 2.7497, D_loss: 0.0283
Epoch 4/5: 99%|█████████████████████████████████████████▌| 224201/226747 [5:40:06<04:00, 10.60it/s][Batch 224200/226747] G_loss: 2.3904, D_loss: 0.0326
Epoch 4/5: 99%|█████████████████████████████████████████▌| 224401/226747 [5:40:24<03:35, 10.89it/s][Batch 224400/226747] G_loss: 2.2551, D_loss: 0.0712
Epoch 4/5: 99%|█████████████████████████████████████████▌| 224601/226747 [5:40:43<03:17, 10.86it/s][Batch 224600/226747] G_loss: 2.3178, D_loss: 0.0638
Epoch 4/5: 99%|█████████████████████████████████████████▋| 224801/226747 [5:41:02<03:17, 9.88it/s][Batch 224800/226747] G_loss: 2.2675, D_loss: 0.0316
Epoch 4/5: 99%|█████████████████████████████████████████▋| 225001/226747 [5:41:22<02:56, 9.92it/s][Batch 225000/226747] G_loss: 2.4019, D_loss: 0.0146
Epoch 4/5: 99%|█████████████████████████████████████████▋| 225201/226747 [5:41:43<02:36, 9.88it/s][Batch 225200/226747] G_loss: 2.1899, D_loss: 0.0249
Epoch 4/5: 99%|█████████████████████████████████████████▊| 225400/226747 [5:42:01<02:02, 10.95it/s][Batch 225400/226747] G_loss: 2.4433, D_loss: 0.0482
Epoch 4/5: 99%|█████████████████████████████████████████▊| 225600/226747 [5:42:20<01:45, 10.92it/s][Batch 225600/226747] G_loss: 2.3490, D_loss: 0.0257
Epoch 4/5: 100%|█████████████████████████████████████████▊| 225800/226747 [5:42:39<01:26, 10.92it/s][Batch 225800/226747] G_loss: 2.3838, D_loss: 0.0154
Epoch 4/5: 100%|█████████████████████████████████████████▊| 226000/226747 [5:42:57<01:08, 10.92it/s][Batch 226000/226747] G_loss: 2.0975, D_loss: 0.0551
Epoch 4/5: 100%|█████████████████████████████████████████▉| 226201/226747 [5:43:17<00:55, 9.85it/s][Batch 226200/226747] G_loss: 2.2253, D_loss: 0.0384
Epoch 4/5: 100%|█████████████████████████████████████████▉| 226400/226747 [5:43:36<00:34, 9.99it/s][Batch 226400/226747] G_loss: 2.2263, D_loss: 0.0249
Epoch 4/5: 100%|█████████████████████████████████████████▉| 226601/226747 [5:43:57<00:14, 9.76it/s][Batch 226600/226747] G_loss: 2.3786, D_loss: 0.0190
Epoch 4/5: 100%|██████████████████████████████████████████| 226747/226747 [5:44:32<00:00, 10.97it/s]
[Epoch 4/5] G_loss: 2.3005, D_loss: 0.0507
Epoch 5/5: 0%| | 1/226747 [00:07<492:54:28, 7.83s/it][Batch 0/226747] G_loss: 2.0638, D_loss: 0.1066
Epoch 5/5: 0%| | 201/226747 [00:26<5:42:59, 11.01it/s][Batch 200/226747] G_loss: 2.2988, D_loss: 0.0165
Epoch 5/5: 0%| | 401/226747 [00:44<5:44:12, 10.96it/s][Batch 400/226747] G_loss: 2.3177, D_loss: 0.0431
Epoch 5/5: 0%| | 601/226747 [01:02<5:45:55, 10.90it/s][Batch 600/226747] G_loss: 2.4696, D_loss: 0.0144
Epoch 5/5: 0%|▏ | 801/226747 [01:20<5:42:10, 11.01it/s][Batch 800/226747] G_loss: 2.1737, D_loss: 0.0466
Epoch 5/5: 0%|▏ | 1001/226747 [01:39<5:43:09, 10.96it/s][Batch 1000/226747] G_loss: 2.2612, D_loss: 0.0490
Epoch 5/5: 1%|▏ | 1201/226747 [01:57<5:45:01, 10.90it/s][Batch 1200/226747] G_loss: 2.1844, D_loss: 0.0215
Epoch 5/5: 1%|▎ | 1401/226747 [02:15<5:41:50, 10.99it/s][Batch 1400/226747] G_loss: 2.2112, D_loss: 0.0479
Epoch 5/5: 1%|▎ | 1601/226747 [02:33<5:42:28, 10.96it/s][Batch 1600/226747] G_loss: 2.3239, D_loss: 0.0240
Epoch 5/5: 1%|▎ | 1801/226747 [02:52<5:42:07, 10.96it/s][Batch 1800/226747] G_loss: 2.0998, D_loss: 0.0717
Epoch 5/5: 1%|▍ | 2001/226747 [03:10<5:41:19, 10.97it/s][Batch 2000/226747] G_loss: 2.1774, D_loss: 0.0352
Epoch 5/5: 1%|▍ | 2201/226747 [03:28<5:43:17, 10.90it/s][Batch 2200/226747] G_loss: 2.2034, D_loss: 0.0480
Epoch 5/5: 1%|▍ | 2401/226747 [03:46<5:40:00, 11.00it/s][Batch 2400/226747] G_loss: 2.3952, D_loss: 0.0429
Epoch 5/5: 1%|▌ | 2601/226747 [04:04<5:39:19, 11.01it/s][Batch 2600/226747] G_loss: 2.3029, D_loss: 0.0298
Epoch 5/5: 1%|▌ | 2801/226747 [04:23<5:39:14, 11.00it/s][Batch 2800/226747] G_loss: 2.5210, D_loss: 0.0242
Epoch 5/5: 1%|▌ | 3001/226747 [04:41<5:46:06, 10.77it/s][Batch 3000/226747] G_loss: 2.2345, D_loss: 0.0394
Epoch 5/5: 1%|▌ | 3201/226747 [04:59<5:41:24, 10.91it/s][Batch 3200/226747] G_loss: 2.3296, D_loss: 0.0260
Epoch 5/5: 1%|▋ | 3401/226747 [05:17<5:38:10, 11.01it/s][Batch 3400/226747] G_loss: 2.1355, D_loss: 0.0339
Epoch 5/5: 2%|▋ | 3601/226747 [05:36<5:39:44, 10.95it/s][Batch 3600/226747] G_loss: 2.3419, D_loss: 0.0212
Epoch 5/5: 2%|▋ | 3801/226747 [05:54<5:40:07, 10.92it/s][Batch 3800/226747] G_loss: 2.2699, D_loss: 0.0136
Epoch 5/5: 2%|▊ | 4000/226747 [06:10<5:37:30, 11.00it/s][Batch 4000/226747] G_loss: 2.1590, D_loss: 0.1100
Epoch 5/5: 2%|▊ | 4200/226747 [06:28<5:39:47, 10.92it/s][Batch 4200/226747] G_loss: 2.1643, D_loss: 0.0556
Epoch 5/5: 2%|▊ | 4400/226747 [06:47<5:40:21, 10.89it/s][Batch 4400/226747] G_loss: 2.2423, D_loss: 0.0418
Epoch 5/5: 2%|▉ | 4600/226747 [07:05<5:39:43, 10.90it/s][Batch 4600/226747] G_loss: 1.9743, D_loss: 0.0887
Epoch 5/5: 2%|▉ | 4800/226747 [07:23<5:35:49, 11.01it/s][Batch 4800/226747] G_loss: 2.3860, D_loss: 0.0368
Epoch 5/5: 2%|▉ | 5000/226747 [07:41<5:36:00, 11.00it/s][Batch 5000/226747] G_loss: 2.3053, D_loss: 0.0477
Epoch 5/5: 2%|█ | 5200/226747 [08:00<5:34:47, 11.03it/s][Batch 5200/226747] G_loss: 2.3236, D_loss: 0.0315
Epoch 5/5: 2%|█ | 5400/226747 [08:18<5:38:17, 10.91it/s][Batch 5400/226747] G_loss: 2.3463, D_loss: 0.0414
Epoch 5/5: 2%|█ | 5600/226747 [08:36<5:35:25, 10.99it/s][Batch 5600/226747] G_loss: 2.1306, D_loss: 0.0704
Epoch 5/5: 3%|█▏ | 5800/226747 [08:54<5:35:25, 10.98it/s][Batch 5800/226747] G_loss: 2.2541, D_loss: 0.0565
Epoch 5/5: 3%|█▏ | 6000/226747 [09:13<5:35:04, 10.98it/s][Batch 6000/226747] G_loss: 2.2032, D_loss: 0.2905
Epoch 5/5: 3%|█▏ | 6200/226747 [09:31<5:34:15, 11.00it/s][Batch 6200/226747] G_loss: 2.2609, D_loss: 0.1905
Epoch 5/5: 3%|█▏ | 6400/226747 [09:49<5:36:16, 10.92it/s][Batch 6400/226747] G_loss: 2.2443, D_loss: 0.0717
Epoch 5/5: 3%|█▎ | 6601/226747 [10:08<6:13:37, 9.82it/s][Batch 6600/226747] G_loss: 2.0674, D_loss: 0.0816
Epoch 5/5: 3%|█▎ | 6800/226747 [10:27<5:35:40, 10.92it/s][Batch 6800/226747] G_loss: 2.2198, D_loss: 0.0574
Epoch 5/5: 3%|█▎ | 7000/226747 [10:46<5:35:41, 10.91it/s][Batch 7000/226747] G_loss: 2.2419, D_loss: 0.1110
Epoch 5/5: 3%|█▍ | 7200/226747 [11:04<5:34:18, 10.95it/s][Batch 7200/226747] G_loss: 2.4062, D_loss: 0.0426
Epoch 5/5: 3%|█▍ | 7400/226747 [11:22<5:34:24, 10.93it/s][Batch 7400/226747] G_loss: 2.2982, D_loss: 0.0714
Epoch 5/5: 3%|█▍ | 7600/226747 [11:41<5:33:54, 10.94it/s][Batch 7600/226747] G_loss: 2.3102, D_loss: 0.0390
Epoch 5/5: 3%|█▌ | 7800/226747 [11:59<5:35:18, 10.88it/s][Batch 7800/226747] G_loss: 2.4814, D_loss: 0.0331
Epoch 5/5: 4%|█▌ | 8000/226747 [12:17<5:35:26, 10.87it/s][Batch 8000/226747] G_loss: 2.3762, D_loss: 0.0366
Epoch 5/5: 4%|█▌ | 8200/226747 [12:36<5:33:26, 10.92it/s][Batch 8200/226747] G_loss: 2.4246, D_loss: 0.0331
Epoch 5/5: 4%|█▋ | 8400/226747 [12:54<5:33:26, 10.91it/s][Batch 8400/226747] G_loss: 2.3250, D_loss: 0.0483
Epoch 5/5: 4%|█▋ | 8600/226747 [13:12<5:32:58, 10.92it/s][Batch 8600/226747] G_loss: 2.4685, D_loss: 0.0338
Epoch 5/5: 4%|█▋ | 8800/226747 [13:31<5:33:05, 10.91it/s][Batch 8800/226747] G_loss: 2.4490, D_loss: 0.0295
Epoch 5/5: 4%|█▋ | 9000/226747 [13:49<5:38:31, 10.72it/s][Batch 9000/226747] G_loss: 2.3519, D_loss: 0.0641
Epoch 5/5: 4%|█▊ | 9201/226747 [14:09<6:03:10, 9.98it/s][Batch 9200/226747] G_loss: 2.2649, D_loss: 0.0847
Epoch 5/5: 4%|█▊ | 9401/226747 [14:29<6:04:47, 9.93it/s][Batch 9400/226747] G_loss: 2.2746, D_loss: 0.0519
Epoch 5/5: 4%|█▊ | 9601/226747 [14:50<6:10:34, 9.77it/s][Batch 9600/226747] G_loss: 2.3051, D_loss: 0.0239
Epoch 5/5: 4%|█▉ | 9801/226747 [15:10<5:33:32, 10.84it/s][Batch 9800/226747] G_loss: 2.3447, D_loss: 0.0295
Epoch 5/5: 4%|█▉ | 10001/226747 [15:28<5:31:44, 10.89it/s][Batch 10000/226747] G_loss: 2.2860, D_loss: 0.0421
Epoch 5/5: 4%|█▉ | 10201/226747 [15:47<5:31:24, 10.89it/s][Batch 10200/226747] G_loss: 2.3601, D_loss: 0.0504
Epoch 5/5: 5%|█▉ | 10401/226747 [16:05<5:30:54, 10.90it/s][Batch 10400/226747] G_loss: 2.1517, D_loss: 0.0484
Epoch 5/5: 5%|██ | 10601/226747 [16:23<5:30:40, 10.89it/s][Batch 10600/226747] G_loss: 2.3117, D_loss: 0.0271
Epoch 5/5: 5%|██ | 10800/226747 [16:43<5:30:59, 10.87it/s][Batch 10800/226747] G_loss: 2.4825, D_loss: 0.0439
Epoch 5/5: 5%|██ | 11000/226747 [17:01<5:29:44, 10.90it/s][Batch 11000/226747] G_loss: 2.2622, D_loss: 0.0479
Epoch 5/5: 5%|██ | 11200/226747 [17:19<5:34:09, 10.75it/s][Batch 11200/226747] G_loss: 2.1662, D_loss: 0.0744
Epoch 5/5: 5%|██▏ | 11400/226747 [17:38<5:28:22, 10.93it/s][Batch 11400/226747] G_loss: 2.3114, D_loss: 0.0236
Epoch 5/5: 5%|██▏ | 11600/226747 [17:56<5:27:50, 10.94it/s][Batch 11600/226747] G_loss: 2.4707, D_loss: 0.0441
Epoch 5/5: 5%|██▏ | 11800/226747 [18:15<5:28:29, 10.91it/s][Batch 11800/226747] G_loss: 2.2709, D_loss: 0.0204
Epoch 5/5: 5%|██▎ | 12000/226747 [18:33<5:28:02, 10.91it/s][Batch 12000/226747] G_loss: 2.3723, D_loss: 0.0290
Epoch 5/5: 5%|██▎ | 12200/226747 [18:52<5:33:45, 10.71it/s][Batch 12200/226747] G_loss: 2.3724, D_loss: 0.0176
Epoch 5/5: 5%|██▎ | 12401/226747 [19:11<5:37:43, 10.58it/s][Batch 12400/226747] G_loss: 2.3033, D_loss: 0.0446
Epoch 5/5: 6%|██▍ | 12601/226747 [19:29<5:26:27, 10.93it/s][Batch 12600/226747] G_loss: 2.3469, D_loss: 0.0398
Epoch 5/5: 6%|██▍ | 12801/226747 [19:48<5:25:50, 10.94it/s][Batch 12800/226747] G_loss: 2.3658, D_loss: 0.0308
Epoch 5/5: 6%|██▍ | 13001/226747 [20:06<5:27:27, 10.88it/s][Batch 13000/226747] G_loss: 2.3663, D_loss: 0.0631
Epoch 5/5: 6%|██▌ | 13201/226747 [20:24<5:27:05, 10.88it/s][Batch 13200/226747] G_loss: 2.5070, D_loss: 0.0266
Epoch 5/5: 6%|██▌ | 13401/226747 [20:43<5:26:56, 10.88it/s][Batch 13400/226747] G_loss: 2.4010, D_loss: 0.0242
Epoch 5/5: 6%|██▌ | 13601/226747 [21:01<5:25:51, 10.90it/s][Batch 13600/226747] G_loss: 2.4363, D_loss: 0.0193
Epoch 5/5: 6%|██▌ | 13801/226747 [21:19<5:23:40, 10.97it/s][Batch 13800/226747] G_loss: 2.2355, D_loss: 0.0486
Epoch 5/5: 6%|██▋ | 14001/226747 [21:38<5:24:25, 10.93it/s][Batch 14000/226747] G_loss: 2.2812, D_loss: 0.0458
Epoch 5/5: 6%|██▋ | 14201/226747 [21:56<5:24:33, 10.91it/s][Batch 14200/226747] G_loss: 2.1999, D_loss: 0.0499
Epoch 5/5: 6%|██▋ | 14401/226747 [22:14<5:22:47, 10.96it/s][Batch 14400/226747] G_loss: 2.2942, D_loss: 0.0233
Epoch 5/5: 6%|██▊ | 14601/226747 [22:33<5:22:26, 10.97it/s][Batch 14600/226747] G_loss: 2.1774, D_loss: 0.0226
Epoch 5/5: 7%|██▊ | 14801/226747 [22:51<5:24:51, 10.87it/s][Batch 14800/226747] G_loss: 2.2288, D_loss: 0.0564
Epoch 5/5: 7%|██▊ | 15001/226747 [23:09<5:23:08, 10.92it/s][Batch 15000/226747] G_loss: 2.2725, D_loss: 0.0197
Epoch 5/5: 7%|██▉ | 15201/226747 [23:27<6:41:58, 8.77it/s][Batch 15200/226747] G_loss: 2.2686, D_loss: 0.0609
Epoch 5/5: 7%|██▉ | 15401/226747 [23:48<5:57:09, 9.86it/s][Batch 15400/226747] G_loss: 2.1354, D_loss: 0.0375
Epoch 5/5: 7%|██▉ | 15601/226747 [24:08<5:52:08, 9.99it/s][Batch 15600/226747] G_loss: 2.2002, D_loss: 0.0399
Epoch 5/5: 7%|██▉ | 15801/226747 [24:28<5:55:58, 9.88it/s][Batch 15800/226747] G_loss: 2.3409, D_loss: 0.0336
Epoch 5/5: 7%|███ | 16001/226747 [24:48<5:52:37, 9.96it/s][Batch 16000/226747] G_loss: 2.4315, D_loss: 0.0333
Epoch 5/5: 7%|███ | 16200/226747 [25:08<5:50:23, 10.01it/s][Batch 16200/226747] G_loss: 2.1618, D_loss: 0.1132
Epoch 5/5: 7%|███ | 16401/226747 [25:28<5:56:59, 9.82it/s][Batch 16400/226747] G_loss: 1.6992, D_loss: 0.1629
Epoch 5/5: 7%|███▏ | 16601/226747 [25:48<5:20:47, 10.92it/s][Batch 16600/226747] G_loss: 2.0893, D_loss: 0.0744
Epoch 5/5: 7%|███▏ | 16801/226747 [26:07<5:19:44, 10.94it/s][Batch 16800/226747] G_loss: 2.2848, D_loss: 0.0461
Epoch 5/5: 7%|███▏ | 17001/226747 [26:25<5:21:42, 10.87it/s][Batch 17000/226747] G_loss: 2.3370, D_loss: 0.0471
Epoch 5/5: 8%|███▎ | 17201/226747 [26:43<5:21:04, 10.88it/s][Batch 17200/226747] G_loss: 2.2937, D_loss: 0.0340
Epoch 5/5: 8%|███▎ | 17401/226747 [27:02<5:28:37, 10.62it/s][Batch 17400/226747] G_loss: 2.4130, D_loss: 0.0443
Epoch 5/5: 8%|███▎ | 17600/226747 [27:20<5:20:09, 10.89it/s][Batch 17600/226747] G_loss: 2.3810, D_loss: 0.0434
Epoch 5/5: 8%|███▍ | 17800/226747 [27:39<5:18:13, 10.94it/s][Batch 17800/226747] G_loss: 2.4847, D_loss: 0.0395
Epoch 5/5: 8%|███▍ | 18000/226747 [27:57<5:29:23, 10.56it/s][Batch 18000/226747] G_loss: 2.2874, D_loss: 0.0590
Epoch 5/5: 8%|███▍ | 18200/226747 [28:15<5:18:51, 10.90it/s][Batch 18200/226747] G_loss: 2.2920, D_loss: 0.0240
Epoch 5/5: 8%|███▍ | 18400/226747 [28:34<5:17:32, 10.94it/s][Batch 18400/226747] G_loss: 2.4200, D_loss: 0.0363
Epoch 5/5: 8%|███▌ | 18600/226747 [28:52<5:17:44, 10.92it/s][Batch 18600/226747] G_loss: 2.4328, D_loss: 0.0213
Epoch 5/5: 8%|███▌ | 18800/226747 [29:10<5:17:49, 10.90it/s][Batch 18800/226747] G_loss: 2.4282, D_loss: 0.0329
Epoch 5/5: 8%|███▌ | 19000/226747 [29:29<5:19:46, 10.83it/s][Batch 19000/226747] G_loss: 2.4364, D_loss: 0.0208
Epoch 5/5: 8%|███▋ | 19200/226747 [29:47<5:17:09, 10.91it/s][Batch 19200/226747] G_loss: 2.2432, D_loss: 0.0381
Epoch 5/5: 9%|███▋ | 19400/226747 [30:06<5:16:16, 10.93it/s][Batch 19400/226747] G_loss: 2.2335, D_loss: 0.0389
Epoch 5/5: 9%|███▋ | 19600/226747 [30:24<5:17:34, 10.87it/s][Batch 19600/226747] G_loss: 2.3411, D_loss: 0.0315
Epoch 5/5: 9%|███▊ | 19800/226747 [30:42<5:15:57, 10.92it/s][Batch 19800/226747] G_loss: 2.1833, D_loss: 0.0368
Epoch 5/5: 9%|███▊ | 20000/226747 [31:01<5:15:41, 10.92it/s][Batch 20000/226747] G_loss: 2.2009, D_loss: 0.0193
Epoch 5/5: 9%|███▊ | 20200/226747 [31:19<5:18:40, 10.80it/s][Batch 20200/226747] G_loss: 2.2451, D_loss: 0.0318
Epoch 5/5: 9%|███▊ | 20400/226747 [31:37<5:14:30, 10.93it/s][Batch 20400/226747] G_loss: 2.2758, D_loss: 0.0581
Epoch 5/5: 9%|███▉ | 20600/226747 [31:56<5:14:51, 10.91it/s][Batch 20600/226747] G_loss: 2.3007, D_loss: 0.0251
Epoch 5/5: 9%|███▉ | 20801/226747 [32:16<5:44:40, 9.96it/s][Batch 20800/226747] G_loss: 2.2332, D_loss: 0.0209
Epoch 5/5: 9%|███▉ | 21001/226747 [32:36<5:51:19, 9.76it/s][Batch 21000/226747] G_loss: 2.3285, D_loss: 0.0302
Epoch 5/5: 9%|████ | 21201/226747 [32:56<5:51:07, 9.76it/s][Batch 21200/226747] G_loss: 2.2586, D_loss: 0.0384
Epoch 5/5: 9%|████ | 21401/226747 [33:17<5:47:02, 9.86it/s][Batch 21400/226747] G_loss: 2.4184, D_loss: 0.0757
Epoch 5/5: 10%|████ | 21601/226747 [33:35<5:12:19, 10.95it/s][Batch 21600/226747] G_loss: 2.3268, D_loss: 0.0391
Epoch 5/5: 10%|████▏ | 21801/226747 [33:54<6:03:26, 9.40it/s][Batch 21800/226747] G_loss: 2.1812, D_loss: 0.0369
Epoch 5/5: 10%|████▏ | 22000/226747 [34:13<5:11:45, 10.95it/s][Batch 22000/226747] G_loss: 2.1986, D_loss: 0.0351
Epoch 5/5: 10%|████▏ | 22200/226747 [34:31<5:11:19, 10.95it/s][Batch 22200/226747] G_loss: 2.2119, D_loss: 0.0311
Epoch 5/5: 10%|████▏ | 22400/226747 [34:50<5:12:00, 10.92it/s][Batch 22400/226747] G_loss: 2.1396, D_loss: 0.0979
Epoch 5/5: 10%|████▎ | 22600/226747 [35:08<5:10:24, 10.96it/s][Batch 22600/226747] G_loss: 2.5236, D_loss: 0.0618
Epoch 5/5: 10%|████▎ | 22800/226747 [35:26<5:10:23, 10.95it/s][Batch 22800/226747] G_loss: 2.3705, D_loss: 0.0253
Epoch 5/5: 10%|████▎ | 23000/226747 [35:45<5:11:53, 10.89it/s][Batch 23000/226747] G_loss: 2.3202, D_loss: 0.0706
Epoch 5/5: 10%|████▍ | 23201/226747 [36:07<5:41:37, 9.93it/s][Batch 23200/226747] G_loss: 2.2393, D_loss: 0.0416
Epoch 5/5: 10%|████▍ | 23401/226747 [36:27<5:42:23, 9.90it/s][Batch 23400/226747] G_loss: 2.2815, D_loss: 0.0310
Epoch 5/5: 10%|████▍ | 23601/226747 [36:47<5:42:57, 9.87it/s][Batch 23600/226747] G_loss: 2.3379, D_loss: 0.0293
Epoch 5/5: 10%|████▌ | 23801/226747 [37:08<5:47:01, 9.75it/s][Batch 23800/226747] G_loss: 2.2464, D_loss: 0.0255
Epoch 5/5: 11%|████▌ | 24001/226747 [37:28<5:42:40, 9.86it/s][Batch 24000/226747] G_loss: 2.2628, D_loss: 0.0205
Epoch 5/5: 11%|████▌ | 24201/226747 [37:48<5:41:45, 9.88it/s][Batch 24200/226747] G_loss: 2.2094, D_loss: 0.0498
Epoch 5/5: 11%|████▋ | 24401/226747 [38:08<5:41:17, 9.88it/s][Batch 24400/226747] G_loss: 2.2799, D_loss: 0.0296
Epoch 5/5: 11%|████▋ | 24601/226747 [38:28<5:41:55, 9.85it/s][Batch 24600/226747] G_loss: 2.3055, D_loss: 0.0590
Epoch 5/5: 11%|████▋ | 24801/226747 [38:48<5:42:21, 9.83it/s][Batch 24800/226747] G_loss: 2.3637, D_loss: 0.0263
Epoch 5/5: 11%|████▋ | 25001/226747 [39:08<5:41:00, 9.86it/s][Batch 25000/226747] G_loss: 2.3647, D_loss: 0.0211
Epoch 5/5: 11%|████▊ | 25201/226747 [39:28<5:41:05, 9.85it/s][Batch 25200/226747] G_loss: 2.4525, D_loss: 0.0444
Epoch 5/5: 11%|████▊ | 25401/226747 [39:47<5:06:51, 10.94it/s][Batch 25400/226747] G_loss: 2.3687, D_loss: 0.0684
Epoch 5/5: 11%|████▊ | 25601/226747 [40:06<5:06:16, 10.95it/s][Batch 25600/226747] G_loss: 2.2246, D_loss: 0.0470
Epoch 5/5: 11%|████▉ | 25801/226747 [40:24<5:04:34, 11.00it/s][Batch 25800/226747] G_loss: 2.0733, D_loss: 0.0888
Epoch 5/5: 11%|████▉ | 26001/226747 [40:42<5:04:10, 11.00it/s][Batch 26000/226747] G_loss: 2.2319, D_loss: 0.0687
Epoch 5/5: 12%|████▉ | 26201/226747 [41:00<5:05:53, 10.93it/s][Batch 26200/226747] G_loss: 2.3048, D_loss: 0.0320
Epoch 5/5: 12%|█████ | 26401/226747 [41:19<5:04:33, 10.96it/s][Batch 26400/226747] G_loss: 2.4087, D_loss: 0.0410
Epoch 5/5: 12%|█████ | 26601/226747 [41:37<5:03:40, 10.98it/s][Batch 26600/226747] G_loss: 2.2273, D_loss: 0.0358
Epoch 5/5: 12%|█████ | 26801/226747 [41:55<5:04:06, 10.96it/s][Batch 26800/226747] G_loss: 2.5358, D_loss: 0.0317
Epoch 5/5: 12%|█████ | 27001/226747 [42:13<5:03:52, 10.96it/s][Batch 27000/226747] G_loss: 2.2583, D_loss: 0.0226
Epoch 5/5: 12%|█████▏ | 27201/226747 [42:31<5:03:27, 10.96it/s][Batch 27200/226747] G_loss: 2.2940, D_loss: 0.0425
Epoch 5/5: 12%|█████▏ | 27401/226747 [42:50<5:02:15, 10.99it/s][Batch 27400/226747] G_loss: 2.2892, D_loss: 0.0192
Epoch 5/5: 12%|█████▏ | 27601/226747 [43:08<5:01:48, 11.00it/s][Batch 27600/226747] G_loss: 2.1646, D_loss: 0.0278
Epoch 5/5: 12%|█████▎ | 27801/226747 [43:26<5:02:53, 10.95it/s][Batch 27800/226747] G_loss: 1.9615, D_loss: 0.0668
Epoch 5/5: 12%|█████▎ | 28001/226747 [43:44<5:02:12, 10.96it/s][Batch 28000/226747] G_loss: 2.3529, D_loss: 0.0233
Epoch 5/5: 12%|█████▎ | 28201/226747 [44:03<5:01:17, 10.98it/s][Batch 28200/226747] G_loss: 2.3612, D_loss: 0.0361
Epoch 5/5: 13%|█████▍ | 28401/226747 [44:21<5:03:21, 10.90it/s][Batch 28400/226747] G_loss: 2.3269, D_loss: 0.0611
Epoch 5/5: 13%|█████▍ | 28601/226747 [44:39<5:00:36, 10.99it/s][Batch 28600/226747] G_loss: 2.2925, D_loss: 0.0412
Epoch 5/5: 13%|█████▍ | 28801/226747 [44:57<5:01:24, 10.95it/s][Batch 28800/226747] G_loss: 2.2935, D_loss: 0.0211
Epoch 5/5: 13%|█████▍ | 29001/226747 [45:16<5:00:58, 10.95it/s][Batch 29000/226747] G_loss: 2.1882, D_loss: 0.0420
Epoch 5/5: 13%|█████▌ | 29201/226747 [45:34<5:00:36, 10.95it/s][Batch 29200/226747] G_loss: 2.2111, D_loss: 0.0703
Epoch 5/5: 13%|█████▌ | 29401/226747 [45:52<5:00:17, 10.95it/s][Batch 29400/226747] G_loss: 2.1692, D_loss: 0.0446
Epoch 5/5: 13%|█████▌ | 29601/226747 [46:10<5:00:03, 10.95it/s][Batch 29600/226747] G_loss: 2.3303, D_loss: 0.0229
Epoch 5/5: 13%|█████▋ | 29801/226747 [46:29<5:00:01, 10.94it/s][Batch 29800/226747] G_loss: 2.1790, D_loss: 0.0365
Epoch 5/5: 13%|█████▋ | 30001/226747 [46:47<4:59:05, 10.96it/s][Batch 30000/226747] G_loss: 2.2711, D_loss: 0.0560
Epoch 5/5: 13%|█████▋ | 30201/226747 [47:05<4:59:17, 10.95it/s][Batch 30200/226747] G_loss: 2.4171, D_loss: 0.0262
Epoch 5/5: 13%|█████▊ | 30401/226747 [47:23<4:59:53, 10.91it/s][Batch 30400/226747] G_loss: 2.2574, D_loss: 0.0377
Epoch 5/5: 13%|█████▊ | 30601/226747 [47:42<4:58:50, 10.94it/s][Batch 30600/226747] G_loss: 2.2990, D_loss: 0.0414
Epoch 5/5: 14%|█████▊ | 30801/226747 [48:00<4:58:38, 10.94it/s][Batch 30800/226747] G_loss: 2.3472, D_loss: 0.0374
Epoch 5/5: 14%|█████▉ | 31001/226747 [48:18<4:57:47, 10.96it/s][Batch 31000/226747] G_loss: 2.3007, D_loss: 0.0383
Epoch 5/5: 14%|█████▉ | 31201/226747 [48:36<4:57:33, 10.95it/s][Batch 31200/226747] G_loss: 2.4138, D_loss: 0.0244
Epoch 5/5: 14%|█████▉ | 31401/226747 [48:55<4:57:11, 10.96it/s][Batch 31400/226747] G_loss: 2.2394, D_loss: 0.0350
Epoch 5/5: 14%|█████▉ | 31601/226747 [49:13<4:56:44, 10.96it/s][Batch 31600/226747] G_loss: 2.3470, D_loss: 0.0559
Epoch 5/5: 14%|██████ | 31801/226747 [49:31<4:56:59, 10.94it/s][Batch 31800/226747] G_loss: 2.5151, D_loss: 0.0155
Epoch 5/5: 14%|██████ | 32001/226747 [49:49<4:56:13, 10.96it/s][Batch 32000/226747] G_loss: 2.2267, D_loss: 0.0372
Epoch 5/5: 14%|██████ | 32201/226747 [50:08<4:56:19, 10.94it/s][Batch 32200/226747] G_loss: 2.4144, D_loss: 0.0329
Epoch 5/5: 14%|██████▏ | 32401/226747 [50:26<4:55:46, 10.95it/s][Batch 32400/226747] G_loss: 2.3009, D_loss: 0.0187
Epoch 5/5: 14%|██████▏ | 32601/226747 [50:44<4:55:32, 10.95it/s][Batch 32600/226747] G_loss: 2.3709, D_loss: 0.0310
Epoch 5/5: 14%|██████▏ | 32801/226747 [51:02<4:55:34, 10.94it/s][Batch 32800/226747] G_loss: 2.1841, D_loss: 0.0379
Epoch 5/5: 15%|██████▎ | 33001/226747 [51:21<5:02:47, 10.66it/s][Batch 33000/226747] G_loss: 2.1597, D_loss: 0.0315
Epoch 5/5: 15%|██████▎ | 33201/226747 [51:39<4:54:51, 10.94it/s][Batch 33200/226747] G_loss: 2.5742, D_loss: 0.0425
Epoch 5/5: 15%|██████▎ | 33401/226747 [51:57<4:54:12, 10.95it/s][Batch 33400/226747] G_loss: 2.2798, D_loss: 0.0303
Epoch 5/5: 15%|██████▎ | 33601/226747 [52:15<4:54:47, 10.92it/s][Batch 33600/226747] G_loss: 2.2619, D_loss: 0.0223
Epoch 5/5: 15%|██████▍ | 33801/226747 [52:34<4:53:30, 10.96it/s][Batch 33800/226747] G_loss: 2.1693, D_loss: 0.0607
Epoch 5/5: 15%|██████▍ | 34001/226747 [52:52<4:53:21, 10.95it/s][Batch 34000/226747] G_loss: 2.2936, D_loss: 0.0306
Epoch 5/5: 15%|██████▍ | 34201/226747 [53:10<4:53:39, 10.93it/s][Batch 34200/226747] G_loss: 2.4460, D_loss: 0.0307
Epoch 5/5: 15%|██████▌ | 34401/226747 [53:28<4:52:34, 10.96it/s][Batch 34400/226747] G_loss: 2.2765, D_loss: 0.0289
Epoch 5/5: 15%|██████▌ | 34601/226747 [53:47<4:52:34, 10.95it/s][Batch 34600/226747] G_loss: 2.4045, D_loss: 0.0212
Epoch 5/5: 15%|██████▌ | 34801/226747 [54:05<4:51:48, 10.96it/s][Batch 34800/226747] G_loss: 2.1511, D_loss: 0.0674
Epoch 5/5: 15%|██████▋ | 35001/226747 [54:23<4:50:58, 10.98it/s][Batch 35000/226747] G_loss: 2.3040, D_loss: 0.0230
Epoch 5/5: 16%|██████▋ | 35201/226747 [54:41<4:51:21, 10.96it/s][Batch 35200/226747] G_loss: 2.2881, D_loss: 0.0248
Epoch 5/5: 16%|██████▋ | 35401/226747 [55:00<4:51:02, 10.96it/s][Batch 35400/226747] G_loss: 2.2537, D_loss: 0.0660
Epoch 5/5: 16%|██████▊ | 35601/226747 [55:18<4:50:57, 10.95it/s][Batch 35600/226747] G_loss: 2.3363, D_loss: 0.0194
Epoch 5/5: 16%|██████▊ | 35801/226747 [55:36<4:49:19, 11.00it/s][Batch 35800/226747] G_loss: 2.3046, D_loss: 0.0179
Epoch 5/5: 16%|██████▊ | 36001/226747 [55:54<4:50:40, 10.94it/s][Batch 36000/226747] G_loss: 2.0343, D_loss: 0.1278
Epoch 5/5: 16%|██████▊ | 36201/226747 [56:12<4:49:48, 10.96it/s][Batch 36200/226747] G_loss: 2.2207, D_loss: 0.0273
Epoch 5/5: 16%|██████▉ | 36401/226747 [56:31<4:49:24, 10.96it/s][Batch 36400/226747] G_loss: 2.6681, D_loss: 0.0427
Epoch 5/5: 16%|██████▉ | 36601/226747 [56:49<4:49:25, 10.95it/s][Batch 36600/226747] G_loss: 2.1881, D_loss: 0.0537
Epoch 5/5: 16%|██████▉ | 36801/226747 [57:07<4:48:02, 10.99it/s][Batch 36800/226747] G_loss: 2.5030, D_loss: 0.0548
Epoch 5/5: 16%|███████ | 37001/226747 [57:25<4:48:32, 10.96it/s][Batch 37000/226747] G_loss: 2.4404, D_loss: 0.0461
Epoch 5/5: 16%|███████ | 37201/226747 [57:44<4:48:13, 10.96it/s][Batch 37200/226747] G_loss: 2.4010, D_loss: 0.0243
Epoch 5/5: 16%|███████ | 37401/226747 [58:02<4:48:38, 10.93it/s][Batch 37400/226747] G_loss: 2.5164, D_loss: 0.0279
Epoch 5/5: 17%|███████▏ | 37601/226747 [58:20<4:47:40, 10.96it/s][Batch 37600/226747] G_loss: 2.3842, D_loss: 0.0379
Epoch 5/5: 17%|███████▏ | 37801/226747 [58:38<4:46:29, 10.99it/s][Batch 37800/226747] G_loss: 2.3085, D_loss: 0.0191
Epoch 5/5: 17%|███████▏ | 38001/226747 [58:57<4:46:57, 10.96it/s][Batch 38000/226747] G_loss: 2.3604, D_loss: 0.0263
Epoch 5/5: 17%|███████▏ | 38201/226747 [59:15<4:46:50, 10.96it/s][Batch 38200/226747] G_loss: 2.3063, D_loss: 0.0340
Epoch 5/5: 17%|███████▎ | 38401/226747 [59:33<4:46:02, 10.97it/s][Batch 38400/226747] G_loss: 2.2619, D_loss: 0.0292
Epoch 5/5: 17%|███████▎ | 38601/226747 [59:51<4:46:17, 10.95it/s][Batch 38600/226747] G_loss: 2.2593, D_loss: 0.0539
Epoch 5/5: 17%|███████ | 38801/226747 [1:00:10<4:46:08, 10.95it/s][Batch 38800/226747] G_loss: 2.4459, D_loss: 0.0212
Epoch 5/5: 17%|███████ | 39001/226747 [1:00:28<4:45:53, 10.94it/s][Batch 39000/226747] G_loss: 2.1900, D_loss: 0.0404
Epoch 5/5: 17%|███████ | 39201/226747 [1:00:46<4:45:35, 10.95it/s][Batch 39200/226747] G_loss: 2.2507, D_loss: 0.0527
Epoch 5/5: 17%|███████ | 39401/226747 [1:01:04<4:45:25, 10.94it/s][Batch 39400/226747] G_loss: 2.1576, D_loss: 0.0569
Epoch 5/5: 17%|███████▏ | 39601/226747 [1:01:23<4:45:02, 10.94it/s][Batch 39600/226747] G_loss: 2.2733, D_loss: 0.0327
Epoch 5/5: 18%|███████▏ | 39801/226747 [1:01:41<4:44:04, 10.97it/s][Batch 39800/226747] G_loss: 2.1755, D_loss: 0.0660
Epoch 5/5: 18%|███████▏ | 40001/226747 [1:01:59<4:44:22, 10.94it/s][Batch 40000/226747] G_loss: 2.3225, D_loss: 0.0272
Epoch 5/5: 18%|███████▎ | 40201/226747 [1:02:17<4:43:56, 10.95it/s][Batch 40200/226747] G_loss: 2.2618, D_loss: 0.0811
Epoch 5/5: 18%|███████▎ | 40401/226747 [1:02:36<4:43:39, 10.95it/s][Batch 40400/226747] G_loss: 2.3724, D_loss: 0.0236
Epoch 5/5: 18%|███████▎ | 40601/226747 [1:02:54<4:44:22, 10.91it/s][Batch 40600/226747] G_loss: 2.2294, D_loss: 0.0414
Epoch 5/5: 18%|███████▍ | 40801/226747 [1:03:12<4:43:07, 10.95it/s][Batch 40800/226747] G_loss: 2.3015, D_loss: 0.0429
Epoch 5/5: 18%|███████▍ | 41001/226747 [1:03:30<4:42:32, 10.96it/s][Batch 41000/226747] G_loss: 2.1116, D_loss: 0.0673
Epoch 5/5: 18%|███████▍ | 41201/226747 [1:03:49<4:42:15, 10.96it/s][Batch 41200/226747] G_loss: 2.1901, D_loss: 0.0581
Epoch 5/5: 18%|███████▍ | 41401/226747 [1:04:07<4:41:47, 10.96it/s][Batch 41400/226747] G_loss: 2.0909, D_loss: 0.0742
Epoch 5/5: 18%|███████▌ | 41601/226747 [1:04:25<4:41:59, 10.94it/s][Batch 41600/226747] G_loss: 2.0988, D_loss: 0.0804
Epoch 5/5: 18%|███████▌ | 41801/226747 [1:04:43<4:41:17, 10.96it/s][Batch 41800/226747] G_loss: 2.3125, D_loss: 0.0242
Epoch 5/5: 19%|███████▌ | 42001/226747 [1:05:02<4:41:19, 10.94it/s][Batch 42000/226747] G_loss: 1.9799, D_loss: 0.1495
Epoch 5/5: 19%|███████▋ | 42201/226747 [1:05:20<4:41:08, 10.94it/s][Batch 42200/226747] G_loss: 2.3502, D_loss: 0.0231
Epoch 5/5: 19%|███████▋ | 42401/226747 [1:05:38<4:40:12, 10.96it/s][Batch 42400/226747] G_loss: 2.3073, D_loss: 0.0472
Epoch 5/5: 19%|███████▋ | 42601/226747 [1:05:56<4:40:38, 10.94it/s][Batch 42600/226747] G_loss: 2.5099, D_loss: 0.0300
Epoch 5/5: 19%|███████▋ | 42801/226747 [1:06:15<4:40:41, 10.92it/s][Batch 42800/226747] G_loss: 2.4743, D_loss: 0.0363
Epoch 5/5: 19%|███████▊ | 43001/226747 [1:06:33<4:39:39, 10.95it/s][Batch 43000/226747] G_loss: 2.5934, D_loss: 0.0256
Epoch 5/5: 19%|███████▊ | 43201/226747 [1:06:51<4:39:21, 10.95it/s][Batch 43200/226747] G_loss: 2.2329, D_loss: 0.0468
Epoch 5/5: 19%|███████▊ | 43401/226747 [1:07:09<4:39:30, 10.93it/s][Batch 43400/226747] G_loss: 2.2439, D_loss: 0.0447
Epoch 5/5: 19%|███████▉ | 43601/226747 [1:07:28<4:38:39, 10.95it/s][Batch 43600/226747] G_loss: 2.4708, D_loss: 0.0099
Epoch 5/5: 19%|███████▉ | 43801/226747 [1:07:46<4:37:38, 10.98it/s][Batch 43800/226747] G_loss: 2.5554, D_loss: 0.0389
Epoch 5/5: 19%|███████▉ | 44001/226747 [1:08:04<4:37:57, 10.96it/s][Batch 44000/226747] G_loss: 2.2845, D_loss: 0.0361
Epoch 5/5: 19%|███████▉ | 44201/226747 [1:08:22<4:39:17, 10.89it/s][Batch 44200/226747] G_loss: 2.1192, D_loss: 0.0412
Epoch 5/5: 20%|████████ | 44401/226747 [1:08:41<4:36:44, 10.98it/s][Batch 44400/226747] G_loss: 2.3565, D_loss: 0.0353
Epoch 5/5: 20%|████████ | 44601/226747 [1:08:59<4:36:42, 10.97it/s][Batch 44600/226747] G_loss: 2.2307, D_loss: 0.0275
Epoch 5/5: 20%|████████ | 44801/226747 [1:09:17<4:35:52, 10.99it/s][Batch 44800/226747] G_loss: 2.3198, D_loss: 0.0573
Epoch 5/5: 20%|████████▏ | 45001/226747 [1:09:35<4:35:38, 10.99it/s][Batch 45000/226747] G_loss: 2.2252, D_loss: 0.0375
Epoch 5/5: 20%|████████▏ | 45201/226747 [1:09:53<4:35:42, 10.97it/s][Batch 45200/226747] G_loss: 2.4565, D_loss: 0.0294
Epoch 5/5: 20%|████████▏ | 45401/226747 [1:10:12<4:34:43, 11.00it/s][Batch 45400/226747] G_loss: 2.2821, D_loss: 0.0218
Epoch 5/5: 20%|████████▏ | 45601/226747 [1:10:30<4:34:42, 10.99it/s][Batch 45600/226747] G_loss: 2.3046, D_loss: 0.1420
Epoch 5/5: 20%|████████▎ | 45801/226747 [1:10:48<4:34:49, 10.97it/s][Batch 45800/226747] G_loss: 2.3434, D_loss: 0.0312
Epoch 5/5: 20%|████████▎ | 46001/226747 [1:11:06<4:35:19, 10.94it/s][Batch 46000/226747] G_loss: 2.3548, D_loss: 0.0439
Epoch 5/5: 20%|████████▎ | 46201/226747 [1:11:25<4:35:13, 10.93it/s][Batch 46200/226747] G_loss: 2.3243, D_loss: 0.0386
Epoch 5/5: 20%|████████▍ | 46401/226747 [1:11:43<4:33:35, 10.99it/s][Batch 46400/226747] G_loss: 2.4054, D_loss: 0.0205
Epoch 5/5: 21%|████████▍ | 46601/226747 [1:12:01<4:34:13, 10.95it/s][Batch 46600/226747] G_loss: 2.3674, D_loss: 0.0341
Epoch 5/5: 21%|████████▍ | 46801/226747 [1:12:19<4:33:54, 10.95it/s][Batch 46800/226747] G_loss: 2.4099, D_loss: 0.0199
Epoch 5/5: 21%|████████▍ | 47001/226747 [1:12:37<4:32:50, 10.98it/s][Batch 47000/226747] G_loss: 2.2856, D_loss: 0.0182
Epoch 5/5: 21%|████████▌ | 47201/226747 [1:12:56<4:33:11, 10.95it/s][Batch 47200/226747] G_loss: 7.8963, D_loss: 4.4017
Epoch 5/5: 21%|████████▌ | 47401/226747 [1:13:14<4:31:59, 10.99it/s][Batch 47400/226747] G_loss: 3.5365, D_loss: 0.0897
Epoch 5/5: 21%|████████▌ | 47601/226747 [1:13:32<4:32:24, 10.96it/s][Batch 47600/226747] G_loss: 2.5242, D_loss: 0.0707
Epoch 5/5: 21%|████████▋ | 47801/226747 [1:13:50<4:32:04, 10.96it/s][Batch 47800/226747] G_loss: 2.3272, D_loss: 0.1406
Epoch 5/5: 21%|████████▋ | 48001/226747 [1:14:09<4:31:46, 10.96it/s][Batch 48000/226747] G_loss: 2.3675, D_loss: 0.0913
Epoch 5/5: 21%|████████▋ | 48201/226747 [1:14:27<4:31:35, 10.96it/s][Batch 48200/226747] G_loss: 2.2524, D_loss: 0.1578
Epoch 5/5: 21%|████████▊ | 48401/226747 [1:14:45<4:31:13, 10.96it/s][Batch 48400/226747] G_loss: 2.8017, D_loss: 0.0977
Epoch 5/5: 21%|████████▊ | 48601/226747 [1:15:03<4:31:12, 10.95it/s][Batch 48600/226747] G_loss: 2.3385, D_loss: 0.0988
Epoch 5/5: 22%|████████▊ | 48801/226747 [1:15:22<4:31:08, 10.94it/s][Batch 48800/226747] G_loss: 2.1698, D_loss: 0.1312
Epoch 5/5: 22%|████████▊ | 49001/226747 [1:15:40<4:30:47, 10.94it/s][Batch 49000/226747] G_loss: 2.5229, D_loss: 0.0707
Epoch 5/5: 22%|████████▉ | 49201/226747 [1:15:58<4:30:18, 10.95it/s][Batch 49200/226747] G_loss: 2.6815, D_loss: 0.0777
Epoch 5/5: 22%|████████▉ | 49401/226747 [1:16:16<4:30:24, 10.93it/s][Batch 49400/226747] G_loss: 2.2713, D_loss: 0.0620
Epoch 5/5: 22%|████████▉ | 49601/226747 [1:16:35<4:29:31, 10.95it/s][Batch 49600/226747] G_loss: 2.4217, D_loss: 0.0468
Epoch 5/5: 22%|█████████ | 49801/226747 [1:16:53<4:28:25, 10.99it/s][Batch 49800/226747] G_loss: 2.2219, D_loss: 0.0678
Epoch 5/5: 22%|█████████ | 50001/226747 [1:17:11<4:29:01, 10.95it/s][Batch 50000/226747] G_loss: 2.1401, D_loss: 0.0782
Epoch 5/5: 22%|█████████ | 50201/226747 [1:17:29<4:28:42, 10.95it/s][Batch 50200/226747] G_loss: 2.2172, D_loss: 0.0652
Epoch 5/5: 22%|█████████ | 50401/226747 [1:17:48<4:28:37, 10.94it/s][Batch 50400/226747] G_loss: 2.4902, D_loss: 0.0620
Epoch 5/5: 22%|█████████▏ | 50601/226747 [1:18:06<4:27:48, 10.96it/s][Batch 50600/226747] G_loss: 2.4523, D_loss: 0.0425
Epoch 5/5: 22%|█████████▏ | 50801/226747 [1:18:24<4:27:29, 10.96it/s][Batch 50800/226747] G_loss: 2.2780, D_loss: 0.0747
Epoch 5/5: 22%|█████████▏ | 51001/226747 [1:18:42<4:27:23, 10.95it/s][Batch 51000/226747] G_loss: 2.2788, D_loss: 0.0630
Epoch 5/5: 23%|█████████▎ | 51201/226747 [1:19:00<4:27:13, 10.95it/s][Batch 51200/226747] G_loss: 2.1369, D_loss: 0.1115
Epoch 5/5: 23%|█████████▎ | 51401/226747 [1:19:19<4:27:03, 10.94it/s][Batch 51400/226747] G_loss: 2.2337, D_loss: 0.0690
Epoch 5/5: 23%|█████████▎ | 51601/226747 [1:19:37<4:26:32, 10.95it/s][Batch 51600/226747] G_loss: 2.0364, D_loss: 0.2101
Epoch 5/5: 23%|█████████▎ | 51801/226747 [1:19:55<4:26:46, 10.93it/s][Batch 51800/226747] G_loss: 2.5531, D_loss: 0.0498
Epoch 5/5: 23%|█████████▍ | 52001/226747 [1:20:13<4:25:07, 10.99it/s][Batch 52000/226747] G_loss: 2.1547, D_loss: 0.0646
Epoch 5/5: 23%|█████████▍ | 52201/226747 [1:20:32<4:25:29, 10.96it/s][Batch 52200/226747] G_loss: 2.5028, D_loss: 0.0717
Epoch 5/5: 23%|█████████▍ | 52401/226747 [1:20:50<4:25:25, 10.95it/s][Batch 52400/226747] G_loss: 2.2036, D_loss: 0.0760
Epoch 5/5: 23%|█████████▌ | 52601/226747 [1:21:08<4:25:16, 10.94it/s][Batch 52600/226747] G_loss: 2.3104, D_loss: 0.0762
Epoch 5/5: 23%|█████████▌ | 52800/226747 [1:21:26<4:24:15, 10.97it/s][Batch 52800/226747] G_loss: 2.3626, D_loss: 0.0332
Epoch 5/5: 23%|█████████▌ | 53000/226747 [1:21:45<4:24:02, 10.97it/s][Batch 53000/226747] G_loss: 2.3607, D_loss: 0.0265
Epoch 5/5: 23%|█████████▌ | 53200/226747 [1:22:03<4:24:11, 10.95it/s][Batch 53200/226747] G_loss: 2.2019, D_loss: 0.0442
Epoch 5/5: 24%|█████████▋ | 53400/226747 [1:22:21<4:24:03, 10.94it/s][Batch 53400/226747] G_loss: 2.3180, D_loss: 0.0365
Epoch 5/5: 24%|█████████▋ | 53600/226747 [1:22:39<4:23:25, 10.95it/s][Batch 53600/226747] G_loss: 2.4072, D_loss: 0.0537
Epoch 5/5: 24%|█████████▋ | 53800/226747 [1:22:58<4:23:05, 10.96it/s][Batch 53800/226747] G_loss: 2.5555, D_loss: 0.0460
Epoch 5/5: 24%|█████████▊ | 54000/226747 [1:23:16<4:22:45, 10.96it/s][Batch 54000/226747] G_loss: 2.3465, D_loss: 0.0498
Epoch 5/5: 24%|█████████▊ | 54200/226747 [1:23:34<4:22:36, 10.95it/s][Batch 54200/226747] G_loss: 2.2991, D_loss: 0.0435
Epoch 5/5: 24%|█████████▊ | 54400/226747 [1:23:52<4:24:14, 10.87it/s][Batch 54400/226747] G_loss: 2.2615, D_loss: 0.0381
Epoch 5/5: 24%|█████████▊ | 54600/226747 [1:24:11<4:21:53, 10.96it/s][Batch 54600/226747] G_loss: 2.2620, D_loss: 0.0343
Epoch 5/5: 24%|█████████▉ | 54800/226747 [1:24:29<4:21:28, 10.96it/s][Batch 54800/226747] G_loss: 2.2246, D_loss: 0.0365
Epoch 5/5: 24%|█████████▉ | 55000/226747 [1:24:47<4:21:03, 10.96it/s][Batch 55000/226747] G_loss: 2.3363, D_loss: 0.0364
Epoch 5/5: 24%|█████████▉ | 55200/226747 [1:25:05<4:21:00, 10.95it/s][Batch 55200/226747] G_loss: 2.4005, D_loss: 0.0271
Epoch 5/5: 24%|██████████ | 55400/226747 [1:25:24<4:20:28, 10.96it/s][Batch 55400/226747] G_loss: 2.3423, D_loss: 0.0190
Epoch 5/5: 25%|██████████ | 55600/226747 [1:25:42<4:20:05, 10.97it/s][Batch 55600/226747] G_loss: 2.3281, D_loss: 0.0200
Epoch 5/5: 25%|██████████ | 55800/226747 [1:26:00<4:19:17, 10.99it/s][Batch 55800/226747] G_loss: 2.3744, D_loss: 0.0392
Epoch 5/5: 25%|██████████▏ | 56000/226747 [1:26:18<4:19:53, 10.95it/s][Batch 56000/226747] G_loss: 2.3315, D_loss: 0.0237
Epoch 5/5: 25%|██████████▏ | 56200/226747 [1:26:37<4:19:02, 10.97it/s][Batch 56200/226747] G_loss: 2.4069, D_loss: 0.0253
Epoch 5/5: 25%|██████████▏ | 56400/226747 [1:26:55<4:19:24, 10.94it/s][Batch 56400/226747] G_loss: 2.2683, D_loss: 0.0228
Epoch 5/5: 25%|██████████▏ | 56600/226747 [1:27:13<4:19:04, 10.95it/s][Batch 56600/226747] G_loss: 2.2979, D_loss: 0.0308
Epoch 5/5: 25%|██████████▎ | 56800/226747 [1:27:31<4:18:28, 10.96it/s][Batch 56800/226747] G_loss: 2.3071, D_loss: 0.0483
Epoch 5/5: 25%|██████████▎ | 57000/226747 [1:27:50<4:18:29, 10.94it/s][Batch 57000/226747] G_loss: 2.3352, D_loss: 0.0467
Epoch 5/5: 25%|██████████▎ | 57200/226747 [1:28:08<4:17:44, 10.96it/s][Batch 57200/226747] G_loss: 2.2586, D_loss: 0.0425
Epoch 5/5: 25%|██████████▍ | 57400/226747 [1:28:26<4:17:48, 10.95it/s][Batch 57400/226747] G_loss: 2.3766, D_loss: 0.0371
Epoch 5/5: 25%|██████████▍ | 57600/226747 [1:28:44<4:17:16, 10.96it/s][Batch 57600/226747] G_loss: 2.4093, D_loss: 0.0399
Epoch 5/5: 25%|██████████▍ | 57800/226747 [1:29:03<4:15:53, 11.00it/s][Batch 57800/226747] G_loss: 2.3217, D_loss: 0.0306
Epoch 5/5: 26%|██████████▍ | 58000/226747 [1:29:21<4:16:23, 10.97it/s][Batch 58000/226747] G_loss: 2.2578, D_loss: 0.0419
Epoch 5/5: 26%|██████████▌ | 58200/226747 [1:29:39<4:16:18, 10.96it/s][Batch 58200/226747] G_loss: 2.0959, D_loss: 0.0669
Epoch 5/5: 26%|██████████▌ | 58400/226747 [1:29:57<4:18:29, 10.85it/s][Batch 58400/226747] G_loss: 2.5371, D_loss: 0.0312
Epoch 5/5: 26%|██████████▌ | 58600/226747 [1:30:16<4:15:45, 10.96it/s][Batch 58600/226747] G_loss: 2.3937, D_loss: 0.0273
Epoch 5/5: 26%|██████████▋ | 58800/226747 [1:30:34<4:15:32, 10.95it/s][Batch 58800/226747] G_loss: 2.3834, D_loss: 0.0331
Epoch 5/5: 26%|██████████▋ | 59000/226747 [1:30:52<4:15:25, 10.95it/s][Batch 59000/226747] G_loss: 2.3819, D_loss: 0.0320
Epoch 5/5: 26%|██████████▋ | 59200/226747 [1:31:10<4:14:36, 10.97it/s][Batch 59200/226747] G_loss: 2.2358, D_loss: 0.0218
Epoch 5/5: 26%|██████████▋ | 59400/226747 [1:31:29<4:14:32, 10.96it/s][Batch 59400/226747] G_loss: 2.3701, D_loss: 0.0706
Epoch 5/5: 26%|██████████▊ | 59600/226747 [1:31:47<4:14:04, 10.96it/s][Batch 59600/226747] G_loss: 2.4734, D_loss: 0.0117
Epoch 5/5: 26%|██████████▊ | 59800/226747 [1:32:05<4:14:11, 10.95it/s][Batch 59800/226747] G_loss: 2.2545, D_loss: 0.0427
Epoch 5/5: 26%|██████████▊ | 60000/226747 [1:32:23<4:13:46, 10.95it/s][Batch 60000/226747] G_loss: 2.1916, D_loss: 0.0507
Epoch 5/5: 27%|██████████▉ | 60200/226747 [1:32:42<4:13:08, 10.97it/s][Batch 60200/226747] G_loss: 2.4337, D_loss: 0.0212
Epoch 5/5: 27%|██████████▉ | 60400/226747 [1:33:00<4:12:45, 10.97it/s][Batch 60400/226747] G_loss: 2.1643, D_loss: 0.0309
Epoch 5/5: 27%|██████████▉ | 60600/226747 [1:33:18<4:12:22, 10.97it/s][Batch 60600/226747] G_loss: 2.2338, D_loss: 0.0511
Epoch 5/5: 27%|██████████▉ | 60800/226747 [1:33:36<4:12:28, 10.95it/s][Batch 60800/226747] G_loss: 2.2329, D_loss: 0.0486
Epoch 5/5: 27%|███████████ | 61000/226747 [1:33:55<4:11:51, 10.97it/s][Batch 61000/226747] G_loss: 2.5210, D_loss: 0.0270
Epoch 5/5: 27%|███████████ | 61200/226747 [1:34:13<4:12:00, 10.95it/s][Batch 61200/226747] G_loss: 2.2653, D_loss: 0.0223
Epoch 5/5: 27%|███████████ | 61400/226747 [1:34:31<4:11:20, 10.96it/s][Batch 61400/226747] G_loss: 2.1421, D_loss: 0.0349
Epoch 5/5: 27%|███████████▏ | 61600/226747 [1:34:49<4:10:55, 10.97it/s][Batch 61600/226747] G_loss: 2.3180, D_loss: 0.0291
Epoch 5/5: 27%|███████████▏ | 61800/226747 [1:35:08<4:11:02, 10.95it/s][Batch 61800/226747] G_loss: 2.3056, D_loss: 0.0368
Epoch 5/5: 27%|███████████▏ | 62000/226747 [1:35:26<4:10:59, 10.94it/s][Batch 62000/226747] G_loss: 2.4242, D_loss: 0.0278
Epoch 5/5: 27%|███████████▏ | 62200/226747 [1:35:44<4:09:51, 10.98it/s][Batch 62200/226747] G_loss: 2.4553, D_loss: 0.0169
Epoch 5/5: 28%|███████████▎ | 62400/226747 [1:36:02<4:09:54, 10.96it/s][Batch 62400/226747] G_loss: 2.2774, D_loss: 0.0469
Epoch 5/5: 28%|███████████▎ | 62601/226747 [1:36:21<4:09:44, 10.95it/s][Batch 62600/226747] G_loss: 2.1519, D_loss: 0.0478
Epoch 5/5: 28%|███████████▎ | 62801/226747 [1:36:39<4:08:13, 11.01it/s][Batch 62800/226747] G_loss: 2.4088, D_loss: 0.0296
Epoch 5/5: 28%|███████████▍ | 63001/226747 [1:36:57<4:08:56, 10.96it/s][Batch 63000/226747] G_loss: 2.3486, D_loss: 0.0358
Epoch 5/5: 28%|███████████▍ | 63201/226747 [1:37:15<4:08:51, 10.95it/s][Batch 63200/226747] G_loss: 2.9388, D_loss: 0.1044
Epoch 5/5: 28%|███████████▍ | 63401/226747 [1:37:34<4:07:48, 10.99it/s][Batch 63400/226747] G_loss: 2.5069, D_loss: 0.0164
Epoch 5/5: 28%|███████████▌ | 63601/226747 [1:37:52<4:08:19, 10.95it/s][Batch 63600/226747] G_loss: 2.3168, D_loss: 0.0283
Epoch 5/5: 28%|███████████▌ | 63801/226747 [1:38:10<4:06:51, 11.00it/s][Batch 63800/226747] G_loss: 2.3320, D_loss: 0.0307
Epoch 5/5: 28%|███████████▌ | 64001/226747 [1:38:28<4:08:52, 10.90it/s][Batch 64000/226747] G_loss: 2.4484, D_loss: 0.0606
Epoch 5/5: 28%|███████████▌ | 64201/226747 [1:38:47<4:09:00, 10.88it/s][Batch 64200/226747] G_loss: 2.2980, D_loss: 0.0191
Epoch 5/5: 28%|███████████▋ | 64401/226747 [1:39:05<4:08:35, 10.88it/s][Batch 64400/226747] G_loss: 2.3227, D_loss: 0.0187
Epoch 5/5: 28%|███████████▋ | 64601/226747 [1:39:23<4:09:34, 10.83it/s][Batch 64600/226747] G_loss: 2.1845, D_loss: 0.0357
Epoch 5/5: 29%|███████████▋ | 64801/226747 [1:39:42<4:07:27, 10.91it/s][Batch 64800/226747] G_loss: 2.0798, D_loss: 0.0793
Epoch 5/5: 29%|███████████▊ | 65001/226747 [1:40:00<4:06:00, 10.96it/s][Batch 65000/226747] G_loss: 2.9329, D_loss: 0.4333
Epoch 5/5: 29%|███████████▊ | 65201/226747 [1:40:18<4:07:13, 10.89it/s][Batch 65200/226747] G_loss: 2.0514, D_loss: 0.1585
Epoch 5/5: 29%|███████████▊ | 65401/226747 [1:40:37<4:06:42, 10.90it/s][Batch 65400/226747] G_loss: 2.0865, D_loss: 0.1105
Epoch 5/5: 29%|███████████▊ | 65601/226747 [1:40:55<4:05:35, 10.94it/s][Batch 65600/226747] G_loss: 2.0938, D_loss: 0.0830
Epoch 5/5: 29%|███████████▉ | 65801/226747 [1:41:13<4:05:35, 10.92it/s][Batch 65800/226747] G_loss: 2.1708, D_loss: 0.1131
Epoch 5/5: 29%|███████████▉ | 66001/226747 [1:41:32<4:05:55, 10.89it/s][Batch 66000/226747] G_loss: 2.4087, D_loss: 0.0717
Epoch 5/5: 29%|███████████▉ | 66201/226747 [1:41:50<4:09:37, 10.72it/s][Batch 66200/226747] G_loss: 2.4277, D_loss: 0.0637
Epoch 5/5: 29%|████████████ | 66401/226747 [1:42:09<4:05:37, 10.88it/s][Batch 66400/226747] G_loss: 2.6509, D_loss: 0.0716
Epoch 5/5: 29%|████████████ | 66601/226747 [1:42:27<4:04:27, 10.92it/s][Batch 66600/226747] G_loss: 2.1565, D_loss: 0.1238
Epoch 5/5: 29%|████████████ | 66801/226747 [1:42:45<4:04:15, 10.91it/s][Batch 66800/226747] G_loss: 2.2351, D_loss: 0.0387
Epoch 5/5: 30%|████████████ | 67001/226747 [1:43:04<4:03:19, 10.94it/s][Batch 67000/226747] G_loss: 2.3463, D_loss: 0.0754
Epoch 5/5: 30%|████████████▏ | 67201/226747 [1:43:22<4:03:10, 10.93it/s][Batch 67200/226747] G_loss: 2.3606, D_loss: 0.0483
Epoch 5/5: 30%|████████████▏ | 67401/226747 [1:43:40<4:03:08, 10.92it/s][Batch 67400/226747] G_loss: 2.4405, D_loss: 0.0312
Epoch 5/5: 30%|████████████▏ | 67601/226747 [1:43:58<4:02:22, 10.94it/s][Batch 67600/226747] G_loss: 2.2639, D_loss: 0.0306
Epoch 5/5: 30%|████████████▎ | 67801/226747 [1:44:17<4:03:48, 10.87it/s][Batch 67800/226747] G_loss: 2.3633, D_loss: 0.0380
Epoch 5/5: 30%|████████████▎ | 68001/226747 [1:44:35<4:02:23, 10.92it/s][Batch 68000/226747] G_loss: 2.2205, D_loss: 0.0601
Epoch 5/5: 30%|████████████▎ | 68201/226747 [1:44:53<4:02:32, 10.89it/s][Batch 68200/226747] G_loss: 2.3657, D_loss: 0.0247
Epoch 5/5: 30%|████████████▎ | 68401/226747 [1:45:12<4:01:09, 10.94it/s][Batch 68400/226747] G_loss: 2.2282, D_loss: 0.0432
Epoch 5/5: 30%|████████████▍ | 68601/226747 [1:45:30<4:03:18, 10.83it/s][Batch 68600/226747] G_loss: 2.1788, D_loss: 0.0716
Epoch 5/5: 30%|████████████▍ | 68801/226747 [1:45:48<4:00:53, 10.93it/s][Batch 68800/226747] G_loss: 2.5019, D_loss: 0.0435
Epoch 5/5: 30%|████████████▍ | 69001/226747 [1:46:07<4:00:33, 10.93it/s][Batch 69000/226747] G_loss: 2.2004, D_loss: 0.0522
Epoch 5/5: 31%|████████████▌ | 69201/226747 [1:46:25<3:59:27, 10.97it/s][Batch 69200/226747] G_loss: 2.3073, D_loss: 0.0688
Epoch 5/5: 31%|████████████▌ | 69401/226747 [1:46:43<3:58:15, 11.01it/s][Batch 69400/226747] G_loss: 2.2300, D_loss: 0.0443
Epoch 5/5: 31%|████████████▌ | 69601/226747 [1:47:02<3:58:20, 10.99it/s][Batch 69600/226747] G_loss: 2.3374, D_loss: 0.0294
Epoch 5/5: 31%|████████████▌ | 69801/226747 [1:47:20<3:57:39, 11.01it/s][Batch 69800/226747] G_loss: 2.5182, D_loss: 0.0359
Epoch 5/5: 31%|████████████▋ | 70001/226747 [1:47:38<4:01:41, 10.81it/s][Batch 70000/226747] G_loss: 2.5475, D_loss: 0.0516
Epoch 5/5: 31%|████████████▋ | 70201/226747 [1:47:56<3:58:50, 10.92it/s][Batch 70200/226747] G_loss: 2.2463, D_loss: 0.0959
Epoch 5/5: 31%|████████████▋ | 70401/226747 [1:48:15<3:59:18, 10.89it/s][Batch 70400/226747] G_loss: 2.3163, D_loss: 0.0546
Epoch 5/5: 31%|████████████▊ | 70601/226747 [1:48:33<3:58:13, 10.92it/s][Batch 70600/226747] G_loss: 2.0722, D_loss: 0.0572
Epoch 5/5: 31%|████████████▊ | 70801/226747 [1:48:51<3:57:58, 10.92it/s][Batch 70800/226747] G_loss: 2.2411, D_loss: 0.0309
Epoch 5/5: 31%|████████████▊ | 71001/226747 [1:49:10<3:58:37, 10.88it/s][Batch 71000/226747] G_loss: 2.1396, D_loss: 0.0388
Epoch 5/5: 31%|████████████▊ | 71201/226747 [1:49:28<3:57:06, 10.93it/s][Batch 71200/226747] G_loss: 2.3695, D_loss: 0.0328
Epoch 5/5: 31%|████████████▉ | 71401/226747 [1:49:46<3:57:29, 10.90it/s][Batch 71400/226747] G_loss: 2.7994, D_loss: 0.0537
Epoch 5/5: 32%|████████████▉ | 71601/226747 [1:50:05<3:55:52, 10.96it/s][Batch 71600/226747] G_loss: 2.2395, D_loss: 0.0663
Epoch 5/5: 32%|████████████▉ | 71801/226747 [1:50:23<3:57:41, 10.86it/s][Batch 71800/226747] G_loss: 2.1096, D_loss: 0.0500
Epoch 5/5: 32%|█████████████ | 72001/226747 [1:50:41<3:57:48, 10.85it/s][Batch 72000/226747] G_loss: 2.4202, D_loss: 0.0232
Epoch 5/5: 32%|█████████████ | 72201/226747 [1:51:00<3:53:56, 11.01it/s][Batch 72200/226747] G_loss: 2.4416, D_loss: 0.0518
Epoch 5/5: 32%|█████████████ | 72401/226747 [1:51:18<3:56:14, 10.89it/s][Batch 72400/226747] G_loss: 2.3351, D_loss: 0.0285
Epoch 5/5: 32%|█████████████▏ | 72601/226747 [1:51:36<3:54:37, 10.95it/s][Batch 72600/226747] G_loss: 2.2794, D_loss: 0.0468
Epoch 5/5: 32%|█████████████▏ | 72801/226747 [1:51:55<3:55:28, 10.90it/s][Batch 72800/226747] G_loss: 2.1887, D_loss: 0.0595
Epoch 5/5: 32%|█████████████▏ | 73001/226747 [1:52:13<3:56:05, 10.85it/s][Batch 73000/226747] G_loss: 2.1615, D_loss: 0.0497
Epoch 5/5: 32%|█████████████▏ | 73201/226747 [1:52:31<3:54:35, 10.91it/s][Batch 73200/226747] G_loss: 2.2629, D_loss: 0.0395
Epoch 5/5: 32%|█████████████▎ | 73401/226747 [1:52:50<3:58:04, 10.74it/s][Batch 73400/226747] G_loss: 2.1786, D_loss: 0.0408
Epoch 5/5: 32%|█████████████▎ | 73601/226747 [1:53:08<3:55:07, 10.86it/s][Batch 73600/226747] G_loss: 2.4838, D_loss: 0.0301
Epoch 5/5: 33%|█████████████▎ | 73801/226747 [1:53:27<3:53:48, 10.90it/s][Batch 73800/226747] G_loss: 2.4356, D_loss: 0.0434
Epoch 5/5: 33%|█████████████▍ | 74001/226747 [1:53:45<3:52:44, 10.94it/s][Batch 74000/226747] G_loss: 2.7671, D_loss: 0.0339
Epoch 5/5: 33%|█████████████▍ | 74201/226747 [1:54:03<3:52:50, 10.92it/s][Batch 74200/226747] G_loss: 2.2671, D_loss: 0.0243
Epoch 5/5: 33%|█████████████▍ | 74401/226747 [1:54:22<3:52:41, 10.91it/s][Batch 74400/226747] G_loss: 2.3070, D_loss: 0.0286
Epoch 5/5: 33%|█████████████▍ | 74601/226747 [1:54:40<3:54:19, 10.82it/s][Batch 74600/226747] G_loss: 2.3421, D_loss: 0.0311
Epoch 5/5: 33%|█████████████▌ | 74801/226747 [1:54:58<3:52:19, 10.90it/s][Batch 74800/226747] G_loss: 2.2948, D_loss: 0.0342
Epoch 5/5: 33%|█████████████▌ | 75001/226747 [1:55:17<3:51:49, 10.91it/s][Batch 75000/226747] G_loss: 2.2455, D_loss: 0.0515
Epoch 5/5: 33%|█████████████▌ | 75201/226747 [1:55:35<3:49:45, 10.99it/s][Batch 75200/226747] G_loss: 2.1974, D_loss: 0.0740
Epoch 5/5: 33%|█████████████▋ | 75401/226747 [1:55:54<4:16:30, 9.83it/s][Batch 75400/226747] G_loss: 2.4387, D_loss: 0.0270
Epoch 5/5: 33%|█████████████▋ | 75601/226747 [1:56:14<4:13:51, 9.92it/s][Batch 75600/226747] G_loss: 2.2247, D_loss: 0.0230
Epoch 5/5: 33%|█████████████▋ | 75801/226747 [1:56:33<3:50:44, 10.90it/s][Batch 75800/226747] G_loss: 2.2616, D_loss: 0.0229
Epoch 5/5: 34%|█████████████▋ | 76001/226747 [1:56:52<3:49:38, 10.94it/s][Batch 76000/226747] G_loss: 2.2017, D_loss: 0.0477
Epoch 5/5: 34%|█████████████▊ | 76201/226747 [1:57:10<3:49:02, 10.95it/s][Batch 76200/226747] G_loss: 2.3863, D_loss: 0.0601
Epoch 5/5: 34%|█████████████▊ | 76401/226747 [1:57:28<3:49:29, 10.92it/s][Batch 76400/226747] G_loss: 2.4029, D_loss: 0.0221
Epoch 5/5: 34%|█████████████▊ | 76601/226747 [1:57:46<3:47:25, 11.00it/s][Batch 76600/226747] G_loss: 2.3492, D_loss: 0.0671
Epoch 5/5: 34%|█████████████▉ | 76801/226747 [1:58:05<3:46:34, 11.03it/s][Batch 76800/226747] G_loss: 2.4082, D_loss: 0.0159
Epoch 5/5: 34%|█████████████▉ | 77001/226747 [1:58:23<3:49:10, 10.89it/s][Batch 77000/226747] G_loss: 2.2967, D_loss: 0.0256
Epoch 5/5: 34%|█████████████▉ | 77201/226747 [1:58:41<3:49:46, 10.85it/s][Batch 77200/226747] G_loss: 2.3248, D_loss: 0.0393
Epoch 5/5: 34%|█████████████▉ | 77401/226747 [1:59:00<4:11:56, 9.88it/s][Batch 77400/226747] G_loss: 2.2611, D_loss: 0.0394
Epoch 5/5: 34%|██████████████ | 77601/226747 [1:59:21<4:11:53, 9.87it/s][Batch 77600/226747] G_loss: 2.2687, D_loss: 0.0434
Epoch 5/5: 34%|██████████████ | 77801/226747 [1:59:41<4:17:01, 9.66it/s][Batch 77800/226747] G_loss: 2.2908, D_loss: 0.0284
Epoch 5/5: 34%|██████████████ | 78000/226747 [1:59:59<3:51:04, 10.73it/s][Batch 78000/226747] G_loss: 2.3929, D_loss: 0.0244
Epoch 5/5: 34%|██████████████▏ | 78201/226747 [2:00:18<4:12:18, 9.81it/s][Batch 78200/226747] G_loss: 2.3876, D_loss: 0.0193
Epoch 5/5: 35%|██████████████▏ | 78401/226747 [2:00:38<4:13:57, 9.74it/s][Batch 78400/226747] G_loss: 2.2987, D_loss: 0.0124
Epoch 5/5: 35%|██████████████▏ | 78601/226747 [2:00:57<4:10:37, 9.85it/s][Batch 78600/226747] G_loss: 2.3407, D_loss: 0.0332
Epoch 5/5: 35%|██████████████▏ | 78801/226747 [2:01:17<4:10:16, 9.85it/s][Batch 78800/226747] G_loss: 2.4449, D_loss: 0.0138
Epoch 5/5: 35%|██████████████▎ | 79001/226747 [2:01:37<4:09:24, 9.87it/s][Batch 79000/226747] G_loss: 2.2663, D_loss: 0.0611
Epoch 5/5: 35%|██████████████▎ | 79200/226747 [2:01:57<3:45:15, 10.92it/s][Batch 79200/226747] G_loss: 2.3105, D_loss: 0.0388
Epoch 5/5: 35%|██████████████▎ | 79401/226747 [2:02:16<4:08:09, 9.90it/s][Batch 79400/226747] G_loss: 2.3083, D_loss: 0.0231
Epoch 5/5: 35%|██████████████▍ | 79601/226747 [2:02:36<4:08:22, 9.87it/s][Batch 79600/226747] G_loss: 2.3101, D_loss: 0.0150
Epoch 5/5: 35%|██████████████▍ | 79801/226747 [2:02:56<4:04:39, 10.01it/s][Batch 79800/226747] G_loss: 2.4811, D_loss: 0.0288
Epoch 5/5: 35%|██████████████▍ | 80001/226747 [2:03:16<4:06:05, 9.94it/s][Batch 80000/226747] G_loss: 2.3341, D_loss: 0.0298
Epoch 5/5: 35%|██████████████▌ | 80201/226747 [2:03:36<4:06:10, 9.92it/s][Batch 80200/226747] G_loss: 2.2389, D_loss: 0.0424
Epoch 5/5: 35%|██████████████▌ | 80401/226747 [2:03:56<3:43:35, 10.91it/s][Batch 80400/226747] G_loss: 2.1665, D_loss: 0.0536
Epoch 5/5: 36%|██████████████▌ | 80601/226747 [2:04:14<3:43:08, 10.92it/s][Batch 80600/226747] G_loss: 2.2691, D_loss: 0.0374
Epoch 5/5: 36%|██████████████▌ | 80801/226747 [2:04:32<3:43:06, 10.90it/s][Batch 80800/226747] G_loss: 2.3234, D_loss: 0.0302
Epoch 5/5: 36%|██████████████▋ | 81001/226747 [2:04:51<3:41:08, 10.98it/s][Batch 81000/226747] G_loss: 2.3535, D_loss: 0.0278
Epoch 5/5: 36%|██████████████▋ | 81201/226747 [2:05:09<3:40:47, 10.99it/s][Batch 81200/226747] G_loss: 2.4136, D_loss: 0.0736
Epoch 5/5: 36%|██████████████▋ | 81401/226747 [2:05:27<3:44:45, 10.78it/s][Batch 81400/226747] G_loss: 2.3463, D_loss: 0.0699
Epoch 5/5: 36%|██████████████▊ | 81601/226747 [2:05:46<3:43:22, 10.83it/s][Batch 81600/226747] G_loss: 2.1000, D_loss: 0.0433
Epoch 5/5: 36%|██████████████▊ | 81801/226747 [2:06:04<3:44:12, 10.77it/s][Batch 81800/226747] G_loss: 2.1584, D_loss: 0.0342
Epoch 5/5: 36%|██████████████▊ | 82001/226747 [2:06:22<3:40:19, 10.95it/s][Batch 82000/226747] G_loss: 2.4499, D_loss: 0.0296
Epoch 5/5: 36%|██████████████▊ | 82201/226747 [2:06:40<3:38:59, 11.00it/s][Batch 82200/226747] G_loss: 2.3042, D_loss: 0.0539
Epoch 5/5: 36%|██████████████▉ | 82401/226747 [2:06:59<3:38:50, 10.99it/s][Batch 82400/226747] G_loss: 2.2309, D_loss: 0.0191
Epoch 5/5: 36%|██████████████▉ | 82601/226747 [2:07:17<3:38:32, 10.99it/s][Batch 82600/226747] G_loss: 2.1576, D_loss: 0.1620
Epoch 5/5: 37%|██████████████▉ | 82801/226747 [2:07:35<3:37:57, 11.01it/s][Batch 82800/226747] G_loss: 2.3217, D_loss: 0.0292
Epoch 5/5: 37%|███████████████ | 83001/226747 [2:07:53<3:39:03, 10.94it/s][Batch 83000/226747] G_loss: 2.2758, D_loss: 0.0372
Epoch 5/5: 37%|███████████████ | 83201/226747 [2:08:12<3:37:44, 10.99it/s][Batch 83200/226747] G_loss: 2.3668, D_loss: 0.0177
Epoch 5/5: 37%|███████████████ | 83401/226747 [2:08:30<3:36:58, 11.01it/s][Batch 83400/226747] G_loss: 2.3880, D_loss: 0.0158
Epoch 5/5: 37%|███████████████ | 83601/226747 [2:08:48<3:36:54, 11.00it/s][Batch 83600/226747] G_loss: 2.1399, D_loss: 0.0508
Epoch 5/5: 37%|███████████████▏ | 83801/226747 [2:09:06<3:38:44, 10.89it/s][Batch 83800/226747] G_loss: 2.3226, D_loss: 0.0321
Epoch 5/5: 37%|███████████████▏ | 84001/226747 [2:09:24<3:37:53, 10.92it/s][Batch 84000/226747] G_loss: 2.3145, D_loss: 0.0309
Epoch 5/5: 37%|███████████████▏ | 84201/226747 [2:09:43<3:37:56, 10.90it/s][Batch 84200/226747] G_loss: 2.3598, D_loss: 0.0344
Epoch 5/5: 37%|███████████████▎ | 84401/226747 [2:10:01<3:37:51, 10.89it/s][Batch 84400/226747] G_loss: 2.3048, D_loss: 0.0271
Epoch 5/5: 37%|███████████████▎ | 84601/226747 [2:10:19<3:36:28, 10.94it/s][Batch 84600/226747] G_loss: 2.0713, D_loss: 0.0810
Epoch 5/5: 37%|███████████████▎ | 84801/226747 [2:10:38<3:36:31, 10.93it/s][Batch 84800/226747] G_loss: 2.4072, D_loss: 0.0179
Epoch 5/5: 37%|███████████████▎ | 85001/226747 [2:10:56<3:36:06, 10.93it/s][Batch 85000/226747] G_loss: 2.3197, D_loss: 0.0631
Epoch 5/5: 38%|███████████████▍ | 85201/226747 [2:11:14<3:36:31, 10.90it/s][Batch 85200/226747] G_loss: 2.1568, D_loss: 0.0332
Epoch 5/5: 38%|███████████████▍ | 85401/226747 [2:11:33<3:37:28, 10.83it/s][Batch 85400/226747] G_loss: 2.4001, D_loss: 0.0282
Epoch 5/5: 38%|███████████████▍ | 85601/226747 [2:11:51<3:35:38, 10.91it/s][Batch 85600/226747] G_loss: 2.2392, D_loss: 0.0244
Epoch 5/5: 38%|███████████████▌ | 85801/226747 [2:12:09<3:35:25, 10.90it/s][Batch 85800/226747] G_loss: 2.3570, D_loss: 0.0330
Epoch 5/5: 38%|███████████████▌ | 86001/226747 [2:12:28<3:34:19, 10.94it/s][Batch 86000/226747] G_loss: 2.3430, D_loss: 0.0415
Epoch 5/5: 38%|███████████████▌ | 86201/226747 [2:12:46<3:56:19, 9.91it/s][Batch 86200/226747] G_loss: 2.2390, D_loss: 0.0276
Epoch 5/5: 38%|███████████████▌ | 86401/226747 [2:13:06<3:55:44, 9.92it/s][Batch 86400/226747] G_loss: 2.1008, D_loss: 0.0229
Epoch 5/5: 38%|███████████████▋ | 86601/226747 [2:13:26<3:56:14, 9.89it/s][Batch 86600/226747] G_loss: 2.2443, D_loss: 0.0226
Epoch 5/5: 38%|███████████████▋ | 86801/226747 [2:13:47<3:56:36, 9.86it/s][Batch 86800/226747] G_loss: 2.3996, D_loss: 0.0369
Epoch 5/5: 38%|███████████████▋ | 87000/226747 [2:14:07<3:52:07, 10.03it/s][Batch 87000/226747] G_loss: 2.2690, D_loss: 0.0423
Epoch 5/5: 38%|███████████████▊ | 87201/226747 [2:14:27<4:01:15, 9.64it/s][Batch 87200/226747] G_loss: 1.9293, D_loss: 0.1306
Epoch 5/5: 39%|███████████████▊ | 87400/226747 [2:14:46<3:32:09, 10.95it/s][Batch 87400/226747] G_loss: 2.2557, D_loss: 0.0341
Epoch 5/5: 39%|███████████████▊ | 87600/226747 [2:15:04<3:31:59, 10.94it/s][Batch 87600/226747] G_loss: 2.2922, D_loss: 0.0226
Epoch 5/5: 39%|███████████████▉ | 87800/226747 [2:15:22<3:32:01, 10.92it/s][Batch 87800/226747] G_loss: 2.4721, D_loss: 0.0268
Epoch 5/5: 39%|███████████████▉ | 88000/226747 [2:15:41<3:31:22, 10.94it/s][Batch 88000/226747] G_loss: 2.4505, D_loss: 0.2106
Epoch 5/5: 39%|███████████████▉ | 88200/226747 [2:15:59<3:31:01, 10.94it/s][Batch 88200/226747] G_loss: 2.8604, D_loss: 0.0845
Epoch 5/5: 39%|███████████████▉ | 88400/226747 [2:16:17<3:43:10, 10.33it/s][Batch 88400/226747] G_loss: 2.1599, D_loss: 0.0826
Epoch 5/5: 39%|████████████████ | 88600/226747 [2:16:36<3:31:10, 10.90it/s][Batch 88600/226747] G_loss: 2.0575, D_loss: 0.0868
Epoch 5/5: 39%|████████████████ | 88800/226747 [2:16:54<3:30:26, 10.92it/s][Batch 88800/226747] G_loss: 2.3838, D_loss: 0.0258
Epoch 5/5: 39%|████████████████ | 89000/226747 [2:17:12<3:29:41, 10.95it/s][Batch 89000/226747] G_loss: 2.3310, D_loss: 0.0510
Epoch 5/5: 39%|████████████████▏ | 89200/226747 [2:17:31<3:29:36, 10.94it/s][Batch 89200/226747] G_loss: 2.2826, D_loss: 0.0340
Epoch 5/5: 39%|████████████████▏ | 89400/226747 [2:17:49<3:30:12, 10.89it/s][Batch 89400/226747] G_loss: 2.3091, D_loss: 0.0239
Epoch 5/5: 40%|████████████████▏ | 89600/226747 [2:18:07<3:30:05, 10.88it/s][Batch 89600/226747] G_loss: 2.3249, D_loss: 0.0461
Epoch 5/5: 40%|████████████████▏ | 89800/226747 [2:18:26<3:29:00, 10.92it/s][Batch 89800/226747] G_loss: 2.2444, D_loss: 0.0261
Epoch 5/5: 40%|████████████████▎ | 90000/226747 [2:18:44<3:28:48, 10.91it/s][Batch 90000/226747] G_loss: 2.2539, D_loss: 0.0504
Epoch 5/5: 40%|████████████████▎ | 90202/226747 [2:19:02<3:28:45, 10.90it/s][Batch 90200/226747] G_loss: 2.3561, D_loss: 0.0502
Epoch 5/5: 40%|████████████████▎ | 90400/226747 [2:19:21<3:27:49, 10.93it/s][Batch 90400/226747] G_loss: 2.0539, D_loss: 0.0619
Epoch 5/5: 40%|████████████████▍ | 90600/226747 [2:19:39<3:27:20, 10.94it/s][Batch 90600/226747] G_loss: 2.1751, D_loss: 0.0524
Epoch 5/5: 40%|████████████████▍ | 90800/226747 [2:19:57<3:28:11, 10.88it/s][Batch 90800/226747] G_loss: 2.0690, D_loss: 0.0533
Epoch 5/5: 40%|████████████████▍ | 91000/226747 [2:20:16<3:27:23, 10.91it/s][Batch 91000/226747] G_loss: 2.3129, D_loss: 0.0378
Epoch 5/5: 40%|████████████████▍ | 91200/226747 [2:20:34<3:27:28, 10.89it/s][Batch 91200/226747] G_loss: 2.3122, D_loss: 0.0295
Epoch 5/5: 40%|████████████████▌ | 91400/226747 [2:20:52<3:26:11, 10.94it/s][Batch 91400/226747] G_loss: 2.1730, D_loss: 0.0501
Epoch 5/5: 40%|████████████████▌ | 91600/226747 [2:21:11<3:26:27, 10.91it/s][Batch 91600/226747] G_loss: 2.2538, D_loss: 0.0333
Epoch 5/5: 40%|████████████████▌ | 91800/226747 [2:21:29<3:28:31, 10.79it/s][Batch 91800/226747] G_loss: 2.2894, D_loss: 0.0209
Epoch 5/5: 41%|████████████████▋ | 92001/226747 [2:21:48<3:26:09, 10.89it/s][Batch 92000/226747] G_loss: 2.4667, D_loss: 0.0318
Epoch 5/5: 41%|████████████████▋ | 92201/226747 [2:22:06<3:25:36, 10.91it/s][Batch 92200/226747] G_loss: 2.3867, D_loss: 0.0309
Epoch 5/5: 41%|████████████████▋ | 92401/226747 [2:22:25<3:26:00, 10.87it/s][Batch 92400/226747] G_loss: 2.3124, D_loss: 0.0242
Epoch 5/5: 41%|████████████████▋ | 92601/226747 [2:22:43<3:26:15, 10.84it/s][Batch 92600/226747] G_loss: 2.2523, D_loss: 0.0522
Epoch 5/5: 41%|████████████████▊ | 92801/226747 [2:23:01<3:24:12, 10.93it/s][Batch 92800/226747] G_loss: 2.3576, D_loss: 0.0187
Epoch 5/5: 41%|████████████████▊ | 93001/226747 [2:23:20<3:24:24, 10.91it/s][Batch 93000/226747] G_loss: 2.1787, D_loss: 0.0624
Epoch 5/5: 41%|████████████████▊ | 93201/226747 [2:23:38<3:23:35, 10.93it/s][Batch 93200/226747] G_loss: 2.3202, D_loss: 0.0495
Epoch 5/5: 41%|████████████████▉ | 93401/226747 [2:23:56<3:23:33, 10.92it/s][Batch 93400/226747] G_loss: 2.1589, D_loss: 0.0526
Epoch 5/5: 41%|████████████████▉ | 93601/226747 [2:24:15<3:24:51, 10.83it/s][Batch 93600/226747] G_loss: 2.2875, D_loss: 0.0224
Epoch 5/5: 41%|████████████████▉ | 93801/226747 [2:24:33<3:23:20, 10.90it/s][Batch 93800/226747] G_loss: 2.3257, D_loss: 0.0268
Epoch 5/5: 41%|████████████████▉ | 94001/226747 [2:24:51<3:23:11, 10.89it/s][Batch 94000/226747] G_loss: 2.2616, D_loss: 0.0252
Epoch 5/5: 42%|█████████████████ | 94201/226747 [2:25:10<3:54:48, 9.41it/s][Batch 94200/226747] G_loss: 2.3387, D_loss: 0.0394
Epoch 5/5: 42%|█████████████████ | 94400/226747 [2:25:29<3:24:34, 10.78it/s][Batch 94400/226747] G_loss: 2.3242, D_loss: 0.0260
Epoch 5/5: 42%|█████████████████ | 94600/226747 [2:25:48<3:22:12, 10.89it/s][Batch 94600/226747] G_loss: 2.4476, D_loss: 0.0418
Epoch 5/5: 42%|█████████████████▏ | 94800/226747 [2:26:06<3:21:09, 10.93it/s][Batch 94800/226747] G_loss: 2.1478, D_loss: 0.0366
Epoch 5/5: 42%|█████████████████▏ | 95000/226747 [2:26:24<3:21:33, 10.89it/s][Batch 95000/226747] G_loss: 2.5218, D_loss: 0.0217
Epoch 5/5: 42%|█████████████████▏ | 95200/226747 [2:26:43<3:20:36, 10.93it/s][Batch 95200/226747] G_loss: 2.3850, D_loss: 0.0275
Epoch 5/5: 42%|█████████████████▎ | 95400/226747 [2:27:01<3:21:08, 10.88it/s][Batch 95400/226747] G_loss: 2.1362, D_loss: 0.0360
Epoch 5/5: 42%|█████████████████▎ | 95600/226747 [2:27:20<3:21:30, 10.85it/s][Batch 95600/226747] G_loss: 2.2754, D_loss: 0.0303
Epoch 5/5: 42%|█████████████████▎ | 95800/226747 [2:27:38<3:20:06, 10.91it/s][Batch 95800/226747] G_loss: 2.4646, D_loss: 0.0252
Epoch 5/5: 42%|█████████████████▎ | 96001/226747 [2:27:57<3:43:49, 9.74it/s][Batch 96000/226747] G_loss: 2.1479, D_loss: 0.0353
Epoch 5/5: 42%|█████████████████▍ | 96201/226747 [2:28:16<3:19:26, 10.91it/s][Batch 96200/226747] G_loss: 2.4236, D_loss: 0.0437
Epoch 5/5: 43%|█████████████████▍ | 96401/226747 [2:28:35<3:33:04, 10.20it/s][Batch 96400/226747] G_loss: 2.2122, D_loss: 0.0267
Epoch 5/5: 43%|█████████████████▍ | 96601/226747 [2:28:55<3:38:10, 9.94it/s][Batch 96600/226747] G_loss: 2.3497, D_loss: 0.0218
Epoch 5/5: 43%|█████████████████▌ | 96801/226747 [2:29:15<3:37:01, 9.98it/s][Batch 96800/226747] G_loss: 2.4363, D_loss: 0.0210
Epoch 5/5: 43%|█████████████████▌ | 97000/226747 [2:29:33<3:17:14, 10.96it/s][Batch 97000/226747] G_loss: 2.1448, D_loss: 0.0368
Epoch 5/5: 43%|█████████████████▌ | 97200/226747 [2:29:51<3:16:37, 10.98it/s][Batch 97200/226747] G_loss: 2.1963, D_loss: 0.0559
Epoch 5/5: 43%|█████████████████▌ | 97400/226747 [2:30:09<3:15:54, 11.00it/s][Batch 97400/226747] G_loss: 2.5222, D_loss: 0.0302
Epoch 5/5: 43%|█████████████████▋ | 97600/226747 [2:30:28<3:16:03, 10.98it/s][Batch 97600/226747] G_loss: 2.2985, D_loss: 0.0312
Epoch 5/5: 43%|█████████████████▋ | 97800/226747 [2:30:46<3:14:52, 11.03it/s][Batch 97800/226747] G_loss: 2.4319, D_loss: 0.0404
Epoch 5/5: 43%|█████████████████▋ | 98000/226747 [2:31:04<3:14:57, 11.01it/s][Batch 98000/226747] G_loss: 2.1701, D_loss: 0.0617
Epoch 5/5: 43%|█████████████████▊ | 98200/226747 [2:31:22<3:14:52, 10.99it/s][Batch 98200/226747] G_loss: 2.2571, D_loss: 0.0371
Epoch 5/5: 43%|█████████████████▊ | 98400/226747 [2:31:40<3:14:25, 11.00it/s][Batch 98400/226747] G_loss: 2.3794, D_loss: 0.0287
Epoch 5/5: 43%|█████████████████▊ | 98600/226747 [2:31:59<3:14:07, 11.00it/s][Batch 98600/226747] G_loss: 2.3768, D_loss: 0.0433
Epoch 5/5: 44%|█████████████████▊ | 98800/226747 [2:32:17<3:14:23, 10.97it/s][Batch 98800/226747] G_loss: 2.3243, D_loss: 0.0353
Epoch 5/5: 44%|█████████████████▉ | 99000/226747 [2:32:35<3:13:26, 11.01it/s][Batch 99000/226747] G_loss: 2.3788, D_loss: 0.0241
Epoch 5/5: 44%|█████████████████▉ | 99200/226747 [2:32:53<3:13:26, 10.99it/s][Batch 99200/226747] G_loss: 2.3537, D_loss: 0.0243
Epoch 5/5: 44%|█████████████████▉ | 99400/226747 [2:33:11<3:12:42, 11.01it/s][Batch 99400/226747] G_loss: 2.3645, D_loss: 0.0202
Epoch 5/5: 44%|██████████████████ | 99600/226747 [2:33:30<3:12:27, 11.01it/s][Batch 99600/226747] G_loss: 2.4247, D_loss: 0.0238
Epoch 5/5: 44%|██████████████████ | 99800/226747 [2:33:48<3:12:55, 10.97it/s][Batch 99800/226747] G_loss: 2.3321, D_loss: 0.0447
Epoch 5/5: 44%|█████████████████▋ | 100000/226747 [2:34:06<3:12:48, 10.96it/s][Batch 100000/226747] G_loss: 2.4355, D_loss: 0.0258
Epoch 5/5: 44%|█████████████████▋ | 100200/226747 [2:34:24<3:12:21, 10.96it/s][Batch 100200/226747] G_loss: 2.2488, D_loss: 0.0384
Epoch 5/5: 44%|█████████████████▋ | 100400/226747 [2:34:43<3:11:58, 10.97it/s][Batch 100400/226747] G_loss: 2.3749, D_loss: 0.0568
Epoch 5/5: 44%|█████████████████▋ | 100600/226747 [2:35:01<3:11:03, 11.00it/s][Batch 100600/226747] G_loss: 2.3005, D_loss: 0.0384
Epoch 5/5: 44%|█████████████████▊ | 100800/226747 [2:35:19<3:10:42, 11.01it/s][Batch 100800/226747] G_loss: 2.2070, D_loss: 0.0761
Epoch 5/5: 45%|█████████████████▊ | 101000/226747 [2:35:37<3:10:58, 10.97it/s][Batch 101000/226747] G_loss: 2.3010, D_loss: 0.0460
Epoch 5/5: 45%|█████████████████▊ | 101200/226747 [2:35:55<3:10:39, 10.98it/s][Batch 101200/226747] G_loss: 2.2754, D_loss: 0.0172
Epoch 5/5: 45%|█████████████████▉ | 101400/226747 [2:36:14<3:09:54, 11.00it/s][Batch 101400/226747] G_loss: 2.3399, D_loss: 0.0182
Epoch 5/5: 45%|█████████████████▉ | 101600/226747 [2:36:32<3:09:22, 11.01it/s][Batch 101600/226747] G_loss: 2.3980, D_loss: 0.0240
Epoch 5/5: 45%|█████████████████▉ | 101800/226747 [2:36:50<3:09:43, 10.98it/s][Batch 101800/226747] G_loss: 1.9725, D_loss: 0.0960
Epoch 5/5: 45%|█████████████████▉ | 102000/226747 [2:37:08<3:09:28, 10.97it/s][Batch 102000/226747] G_loss: 2.1104, D_loss: 0.0690
Epoch 5/5: 45%|██████████████████ | 102200/226747 [2:37:26<3:09:28, 10.96it/s][Batch 102200/226747] G_loss: 2.2819, D_loss: 0.0221
Epoch 5/5: 45%|██████████████████ | 102400/226747 [2:37:45<3:08:58, 10.97it/s][Batch 102400/226747] G_loss: 2.3058, D_loss: 0.0841
Epoch 5/5: 45%|██████████████████ | 102600/226747 [2:38:03<3:08:36, 10.97it/s][Batch 102600/226747] G_loss: 2.0817, D_loss: 0.0598
Epoch 5/5: 45%|██████████████████▏ | 102800/226747 [2:38:21<3:08:20, 10.97it/s][Batch 102800/226747] G_loss: 2.3554, D_loss: 0.0554
Epoch 5/5: 45%|██████████████████▏ | 103000/226747 [2:38:39<3:08:09, 10.96it/s][Batch 103000/226747] G_loss: 2.2423, D_loss: 0.0248
Epoch 5/5: 46%|██████████████████▏ | 103200/226747 [2:38:58<3:07:48, 10.96it/s][Batch 103200/226747] G_loss: 2.2462, D_loss: 0.0300
Epoch 5/5: 46%|██████████████████▏ | 103400/226747 [2:39:16<3:07:35, 10.96it/s][Batch 103400/226747] G_loss: 2.3766, D_loss: 0.0374
Epoch 5/5: 46%|██████████████████▎ | 103600/226747 [2:39:34<3:07:07, 10.97it/s][Batch 103600/226747] G_loss: 2.1112, D_loss: 0.0588
Epoch 5/5: 46%|██████████████████▎ | 103800/226747 [2:39:52<3:06:46, 10.97it/s][Batch 103800/226747] G_loss: 2.1727, D_loss: 0.0378
Epoch 5/5: 46%|██████████████████▎ | 104000/226747 [2:40:10<3:06:41, 10.96it/s][Batch 104000/226747] G_loss: 2.1678, D_loss: 0.0631
Epoch 5/5: 46%|██████████████████▍ | 104200/226747 [2:40:29<3:06:08, 10.97it/s][Batch 104200/226747] G_loss: 2.4046, D_loss: 0.0332
Epoch 5/5: 46%|██████████████████▍ | 104400/226747 [2:40:47<3:05:52, 10.97it/s][Batch 104400/226747] G_loss: 2.1846, D_loss: 0.0443
Epoch 5/5: 46%|██████████████████▍ | 104600/226747 [2:41:05<3:05:20, 10.98it/s][Batch 104600/226747] G_loss: 2.1516, D_loss: 0.0530
Epoch 5/5: 46%|██████████████████▍ | 104800/226747 [2:41:23<3:05:19, 10.97it/s][Batch 104800/226747] G_loss: 2.3280, D_loss: 0.0310
Epoch 5/5: 46%|██████████████████▌ | 105000/226747 [2:41:42<3:04:54, 10.97it/s][Batch 105000/226747] G_loss: 2.3474, D_loss: 0.0552
Epoch 5/5: 46%|██████████████████▌ | 105200/226747 [2:42:00<3:04:32, 10.98it/s][Batch 105200/226747] G_loss: 2.2290, D_loss: 0.0404
Epoch 5/5: 46%|██████████████████▌ | 105400/226747 [2:42:18<3:04:13, 10.98it/s][Batch 105400/226747] G_loss: 2.1144, D_loss: 0.0672
Epoch 5/5: 47%|██████████████████▋ | 105600/226747 [2:42:36<3:04:46, 10.93it/s][Batch 105600/226747] G_loss: 2.3355, D_loss: 0.0399
Epoch 5/5: 47%|██████████████████▋ | 105800/226747 [2:42:55<3:03:44, 10.97it/s][Batch 105800/226747] G_loss: 2.2932, D_loss: 0.0212
Epoch 5/5: 47%|██████████████████▋ | 106000/226747 [2:43:13<3:03:17, 10.98it/s][Batch 106000/226747] G_loss: 2.2465, D_loss: 0.1007
Epoch 5/5: 47%|██████████████████▋ | 106200/226747 [2:43:31<3:02:58, 10.98it/s][Batch 106200/226747] G_loss: 2.4976, D_loss: 0.0223
Epoch 5/5: 47%|██████████████████▊ | 106400/226747 [2:43:49<3:02:53, 10.97it/s][Batch 106400/226747] G_loss: 2.4054, D_loss: 0.0489
Epoch 5/5: 47%|██████████████████▊ | 106600/226747 [2:44:08<3:02:29, 10.97it/s][Batch 106600/226747] G_loss: 2.2772, D_loss: 0.0269
Epoch 5/5: 47%|██████████████████▊ | 106800/226747 [2:44:26<3:02:16, 10.97it/s][Batch 106800/226747] G_loss: 2.2839, D_loss: 0.0307
Epoch 5/5: 47%|██████████████████▉ | 107000/226747 [2:44:44<3:01:08, 11.02it/s][Batch 107000/226747] G_loss: 1.9247, D_loss: 0.1321
Epoch 5/5: 47%|██████████████████▉ | 107200/226747 [2:45:02<3:01:35, 10.97it/s][Batch 107200/226747] G_loss: 2.4081, D_loss: 0.0552
Epoch 5/5: 47%|██████████████████▉ | 107400/226747 [2:45:20<3:01:43, 10.95it/s][Batch 107400/226747] G_loss: 2.2022, D_loss: 0.0424
Epoch 5/5: 47%|██████████████████▉ | 107600/226747 [2:45:39<3:01:09, 10.96it/s][Batch 107600/226747] G_loss: 2.4271, D_loss: 0.0257
Epoch 5/5: 48%|███████████████████ | 107800/226747 [2:45:57<3:00:50, 10.96it/s][Batch 107800/226747] G_loss: 2.3309, D_loss: 0.0471
Epoch 5/5: 48%|███████████████████ | 108000/226747 [2:46:15<3:00:24, 10.97it/s][Batch 108000/226747] G_loss: 2.4401, D_loss: 0.0574
Epoch 5/5: 48%|███████████████████ | 108200/226747 [2:46:33<3:00:07, 10.97it/s][Batch 108200/226747] G_loss: 2.2388, D_loss: 0.0620
Epoch 5/5: 48%|███████████████████ | 108400/226747 [2:46:52<2:59:41, 10.98it/s][Batch 108400/226747] G_loss: 2.3288, D_loss: 0.0442
Epoch 5/5: 48%|███████████████████▏ | 108600/226747 [2:47:10<2:59:16, 10.98it/s][Batch 108600/226747] G_loss: 2.4839, D_loss: 0.0283
Epoch 5/5: 48%|███████████████████▏ | 108800/226747 [2:47:28<2:58:42, 11.00it/s][Batch 108800/226747] G_loss: 2.3338, D_loss: 0.0249
Epoch 5/5: 48%|███████████████████▏ | 109000/226747 [2:47:46<2:58:16, 11.01it/s][Batch 109000/226747] G_loss: 2.3835, D_loss: 0.0123
Epoch 5/5: 48%|███████████████████▎ | 109200/226747 [2:48:05<2:58:29, 10.98it/s][Batch 109200/226747] G_loss: 2.2461, D_loss: 0.0359
Epoch 5/5: 48%|███████████████████▎ | 109400/226747 [2:48:23<2:57:54, 10.99it/s][Batch 109400/226747] G_loss: 2.2858, D_loss: 0.0251
Epoch 5/5: 48%|███████████████████▎ | 109600/226747 [2:48:41<2:57:59, 10.97it/s][Batch 109600/226747] G_loss: 2.1988, D_loss: 0.0365
Epoch 5/5: 48%|███████████████████▎ | 109800/226747 [2:48:59<2:57:34, 10.98it/s][Batch 109800/226747] G_loss: 2.3807, D_loss: 0.0360
Epoch 5/5: 49%|███████████████████▍ | 110000/226747 [2:49:17<2:57:31, 10.96it/s][Batch 110000/226747] G_loss: 2.5082, D_loss: 0.0240
Epoch 5/5: 49%|███████████████████▍ | 110200/226747 [2:49:36<2:57:12, 10.96it/s][Batch 110200/226747] G_loss: 2.2909, D_loss: 0.0347
Epoch 5/5: 49%|███████████████████▍ | 110400/226747 [2:49:54<2:57:46, 10.91it/s][Batch 110400/226747] G_loss: 2.3107, D_loss: 0.0171
Epoch 5/5: 49%|███████████████████▌ | 110600/226747 [2:50:12<2:56:15, 10.98it/s][Batch 110600/226747] G_loss: 2.4597, D_loss: 0.0224
Epoch 5/5: 49%|███████████████████▌ | 110800/226747 [2:50:30<2:55:56, 10.98it/s][Batch 110800/226747] G_loss: 2.3174, D_loss: 0.0386
Epoch 5/5: 49%|███████████████████▌ | 111000/226747 [2:50:49<2:56:03, 10.96it/s][Batch 111000/226747] G_loss: 2.2921, D_loss: 0.0578
Epoch 5/5: 49%|███████████████████▌ | 111200/226747 [2:51:07<2:55:29, 10.97it/s][Batch 111200/226747] G_loss: 2.4000, D_loss: 0.0535
Epoch 5/5: 49%|███████████████████▋ | 111400/226747 [2:51:25<2:55:06, 10.98it/s][Batch 111400/226747] G_loss: 2.5030, D_loss: 0.0398
Epoch 5/5: 49%|███████████████████▋ | 111600/226747 [2:51:43<2:54:35, 10.99it/s][Batch 111600/226747] G_loss: 2.2755, D_loss: 0.0388
Epoch 5/5: 49%|███████████████████▋ | 111800/226747 [2:52:01<2:54:21, 10.99it/s][Batch 111800/226747] G_loss: 2.1797, D_loss: 0.0483
Epoch 5/5: 49%|███████████████████▊ | 112000/226747 [2:52:20<2:54:00, 10.99it/s][Batch 112000/226747] G_loss: 2.3111, D_loss: 0.0220
Epoch 5/5: 49%|███████████████████▊ | 112200/226747 [2:52:38<2:53:53, 10.98it/s][Batch 112200/226747] G_loss: 2.3179, D_loss: 0.0743
Epoch 5/5: 50%|███████████████████▊ | 112400/226747 [2:52:56<2:53:32, 10.98it/s][Batch 112400/226747] G_loss: 2.2687, D_loss: 0.0577
Epoch 5/5: 50%|███████████████████▊ | 112600/226747 [2:53:14<2:53:13, 10.98it/s][Batch 112600/226747] G_loss: 2.2957, D_loss: 0.0304
Epoch 5/5: 50%|███████████████████▉ | 112800/226747 [2:53:33<2:52:41, 11.00it/s][Batch 112800/226747] G_loss: 2.3085, D_loss: 0.0327
Epoch 5/5: 50%|███████████████████▉ | 113000/226747 [2:53:51<2:52:55, 10.96it/s][Batch 113000/226747] G_loss: 2.2414, D_loss: 0.0312
Epoch 5/5: 50%|███████████████████▉ | 113200/226747 [2:54:09<2:52:38, 10.96it/s][Batch 113200/226747] G_loss: 2.5470, D_loss: 0.0237
Epoch 5/5: 50%|████████████████████ | 113400/226747 [2:54:27<2:52:19, 10.96it/s][Batch 113400/226747] G_loss: 2.3595, D_loss: 0.0185
Epoch 5/5: 50%|████████████████████ | 113600/226747 [2:54:45<2:52:06, 10.96it/s][Batch 113600/226747] G_loss: 2.1644, D_loss: 0.0552
Epoch 5/5: 50%|████████████████████ | 113800/226747 [2:55:04<2:53:36, 10.84it/s][Batch 113800/226747] G_loss: 2.1272, D_loss: 0.0758
Epoch 5/5: 50%|████████████████████ | 114000/226747 [2:55:22<2:50:41, 11.01it/s][Batch 114000/226747] G_loss: 2.2133, D_loss: 0.0253
Epoch 5/5: 50%|████████████████████▏ | 114200/226747 [2:55:40<2:50:43, 10.99it/s][Batch 114200/226747] G_loss: 2.2769, D_loss: 0.0293
Epoch 5/5: 50%|████████████████████▏ | 114400/226747 [2:55:58<2:50:48, 10.96it/s][Batch 114400/226747] G_loss: 2.1804, D_loss: 0.0289
Epoch 5/5: 51%|████████████████████▏ | 114600/226747 [2:56:17<2:50:03, 10.99it/s][Batch 114600/226747] G_loss: 2.4767, D_loss: 0.0355
Epoch 5/5: 51%|████████████████████▎ | 114800/226747 [2:56:35<2:49:29, 11.01it/s][Batch 114800/226747] G_loss: 2.3285, D_loss: 0.0461
Epoch 5/5: 51%|████████████████████▎ | 115000/226747 [2:56:53<2:49:47, 10.97it/s][Batch 115000/226747] G_loss: 2.2297, D_loss: 0.0290
Epoch 5/5: 51%|████████████████████▎ | 115200/226747 [2:57:11<2:49:28, 10.97it/s][Batch 115200/226747] G_loss: 2.3263, D_loss: 0.0314
Epoch 5/5: 51%|████████████████████▎ | 115400/226747 [2:57:30<2:49:13, 10.97it/s][Batch 115400/226747] G_loss: 2.3560, D_loss: 0.0237
Epoch 5/5: 51%|████████████████████▍ | 115600/226747 [2:57:48<2:48:41, 10.98it/s][Batch 115600/226747] G_loss: 2.3011, D_loss: 0.0334
Epoch 5/5: 51%|████████████████████▍ | 115800/226747 [2:58:06<2:48:10, 10.99it/s][Batch 115800/226747] G_loss: 2.3867, D_loss: 0.0253
Epoch 5/5: 51%|████████████████████▍ | 116000/226747 [2:58:24<2:48:25, 10.96it/s][Batch 116000/226747] G_loss: 2.3588, D_loss: 0.0388
Epoch 5/5: 51%|████████████████████▍ | 116200/226747 [2:58:43<2:47:50, 10.98it/s][Batch 116200/226747] G_loss: 2.3939, D_loss: 0.0281
Epoch 5/5: 51%|████████████████████▌ | 116400/226747 [2:59:01<2:47:30, 10.98it/s][Batch 116400/226747] G_loss: 2.3261, D_loss: 0.0394
Epoch 5/5: 51%|████████████████████▌ | 116600/226747 [2:59:19<2:47:27, 10.96it/s][Batch 116600/226747] G_loss: 2.2644, D_loss: 0.0385
Epoch 5/5: 52%|████████████████████▌ | 116800/226747 [2:59:37<2:47:11, 10.96it/s][Batch 116800/226747] G_loss: 2.4335, D_loss: 0.0335
Epoch 5/5: 52%|████████████████████▋ | 117000/226747 [2:59:55<2:46:42, 10.97it/s][Batch 117000/226747] G_loss: 2.2493, D_loss: 0.0327
Epoch 5/5: 52%|████████████████████▋ | 117200/226747 [3:00:14<2:45:42, 11.02it/s][Batch 117200/226747] G_loss: 2.2209, D_loss: 0.0227
Epoch 5/5: 52%|████████████████████▋ | 117400/226747 [3:00:32<2:46:11, 10.97it/s][Batch 117400/226747] G_loss: 2.4082, D_loss: 0.0149
Epoch 5/5: 52%|████████████████████▋ | 117600/226747 [3:00:50<2:45:53, 10.97it/s][Batch 117600/226747] G_loss: 2.3413, D_loss: 0.0255
Epoch 5/5: 52%|████████████████████▊ | 117800/226747 [3:01:08<2:45:31, 10.97it/s][Batch 117800/226747] G_loss: 3.1341, D_loss: 0.3998
Epoch 5/5: 52%|████████████████████▊ | 118000/226747 [3:01:26<2:45:19, 10.96it/s][Batch 118000/226747] G_loss: 2.1083, D_loss: 0.1870
Epoch 5/5: 52%|████████████████████▊ | 118200/226747 [3:01:45<2:44:18, 11.01it/s][Batch 118200/226747] G_loss: 2.3389, D_loss: 0.0845
Epoch 5/5: 52%|████████████████████▉ | 118400/226747 [3:02:03<2:44:44, 10.96it/s][Batch 118400/226747] G_loss: 2.7518, D_loss: 0.0756
Epoch 5/5: 52%|████████████████████▉ | 118600/226747 [3:02:21<2:43:57, 10.99it/s][Batch 118600/226747] G_loss: 2.4532, D_loss: 0.1020
Epoch 5/5: 52%|████████████████████▉ | 118800/226747 [3:02:39<2:43:59, 10.97it/s][Batch 118800/226747] G_loss: 2.3558, D_loss: 0.1005
Epoch 5/5: 52%|████████████████████▉ | 119000/226747 [3:02:58<2:43:44, 10.97it/s][Batch 119000/226747] G_loss: 2.3426, D_loss: 0.0663
Epoch 5/5: 53%|█████████████████████ | 119200/226747 [3:03:16<2:43:21, 10.97it/s][Batch 119200/226747] G_loss: 2.3969, D_loss: 0.0655
Epoch 5/5: 53%|█████████████████████ | 119400/226747 [3:03:34<2:43:11, 10.96it/s][Batch 119400/226747] G_loss: 2.7159, D_loss: 0.0431
Epoch 5/5: 53%|█████████████████████ | 119600/226747 [3:03:52<2:42:39, 10.98it/s][Batch 119600/226747] G_loss: 2.5093, D_loss: 0.0620
Epoch 5/5: 53%|█████████████████████▏ | 119800/226747 [3:04:11<2:42:42, 10.95it/s][Batch 119800/226747] G_loss: 2.2919, D_loss: 0.0851
Epoch 5/5: 53%|█████████████████████▏ | 120000/226747 [3:04:29<2:42:11, 10.97it/s][Batch 120000/226747] G_loss: 2.4066, D_loss: 0.0493
Epoch 5/5: 53%|█████████████████████▏ | 120200/226747 [3:04:47<2:41:57, 10.96it/s][Batch 120200/226747] G_loss: 2.3304, D_loss: 0.0377
Epoch 5/5: 53%|█████████████████████▏ | 120400/226747 [3:05:05<2:41:51, 10.95it/s][Batch 120400/226747] G_loss: 2.4056, D_loss: 0.0230
Epoch 5/5: 53%|█████████████████████▎ | 120600/226747 [3:05:23<2:41:01, 10.99it/s][Batch 120600/226747] G_loss: 2.2660, D_loss: 0.0356
Epoch 5/5: 53%|█████████████████████▎ | 120800/226747 [3:05:42<2:40:45, 10.98it/s][Batch 120800/226747] G_loss: 2.4978, D_loss: 0.0381
Epoch 5/5: 53%|█████████████████████▎ | 121000/226747 [3:06:00<2:40:34, 10.98it/s][Batch 121000/226747] G_loss: 2.5525, D_loss: 0.0242
Epoch 5/5: 53%|█████████████████████▍ | 121200/226747 [3:06:18<2:39:33, 11.02it/s][Batch 121200/226747] G_loss: 2.3800, D_loss: 0.0206
Epoch 5/5: 54%|█████████████████████▍ | 121400/226747 [3:06:36<2:39:49, 10.99it/s][Batch 121400/226747] G_loss: 2.4824, D_loss: 0.0258
Epoch 5/5: 54%|█████████████████████▍ | 121600/226747 [3:06:55<2:39:37, 10.98it/s][Batch 121600/226747] G_loss: 2.2721, D_loss: 0.0522
Epoch 5/5: 54%|█████████████████████▍ | 121800/226747 [3:07:13<2:39:19, 10.98it/s][Batch 121800/226747] G_loss: 2.4203, D_loss: 0.0602
Epoch 5/5: 54%|█████████████████████▌ | 122000/226747 [3:07:31<2:38:26, 11.02it/s][Batch 122000/226747] G_loss: 2.8517, D_loss: 0.0335
Epoch 5/5: 54%|█████████████████████▌ | 122200/226747 [3:07:49<2:38:46, 10.97it/s][Batch 122200/226747] G_loss: 2.3931, D_loss: 0.0528
Epoch 5/5: 54%|█████████████████████▌ | 122400/226747 [3:08:07<2:38:20, 10.98it/s][Batch 122400/226747] G_loss: 2.3958, D_loss: 0.0245
Epoch 5/5: 54%|█████████████████████▋ | 122600/226747 [3:08:26<2:38:05, 10.98it/s][Batch 122600/226747] G_loss: 2.3023, D_loss: 0.0364
Epoch 5/5: 54%|█████████████████████▋ | 122800/226747 [3:08:44<2:37:39, 10.99it/s][Batch 122800/226747] G_loss: 2.4921, D_loss: 0.0369
Epoch 5/5: 54%|█████████████████████▋ | 123000/226747 [3:09:02<2:37:22, 10.99it/s][Batch 123000/226747] G_loss: 2.4751, D_loss: 0.0468
Epoch 5/5: 54%|█████████████████████▋ | 123200/226747 [3:09:20<2:37:15, 10.97it/s][Batch 123200/226747] G_loss: 2.4030, D_loss: 0.0356
Epoch 5/5: 54%|█████████████████████▊ | 123400/226747 [3:09:39<2:37:18, 10.95it/s][Batch 123400/226747] G_loss: 2.3288, D_loss: 0.0418
Epoch 5/5: 55%|█████████████████████▊ | 123600/226747 [3:09:57<2:36:42, 10.97it/s][Batch 123600/226747] G_loss: 2.2973, D_loss: 0.0194
Epoch 5/5: 55%|█████████████████████▊ | 123800/226747 [3:10:15<2:36:35, 10.96it/s][Batch 123800/226747] G_loss: 2.4229, D_loss: 0.0288
Epoch 5/5: 55%|█████████████████████▊ | 124000/226747 [3:10:33<2:35:55, 10.98it/s][Batch 124000/226747] G_loss: 2.3440, D_loss: 0.0220
Epoch 5/5: 55%|█████████████████████▉ | 124200/226747 [3:10:52<2:36:01, 10.95it/s][Batch 124200/226747] G_loss: 2.2193, D_loss: 0.0531
Epoch 5/5: 55%|█████████████████████▉ | 124400/226747 [3:11:10<2:35:23, 10.98it/s][Batch 124400/226747] G_loss: 2.3837, D_loss: 0.0354
Epoch 5/5: 55%|█████████████████████▉ | 124600/226747 [3:11:28<2:35:18, 10.96it/s][Batch 124600/226747] G_loss: 2.3809, D_loss: 0.0345
Epoch 5/5: 55%|██████████████████████ | 124800/226747 [3:11:46<2:35:00, 10.96it/s][Batch 124800/226747] G_loss: 2.2444, D_loss: 0.0436
Epoch 5/5: 55%|██████████████████████ | 125000/226747 [3:12:04<2:34:54, 10.95it/s][Batch 125000/226747] G_loss: 2.1894, D_loss: 0.0568
Epoch 5/5: 55%|██████████████████████ | 125200/226747 [3:12:23<2:33:58, 10.99it/s][Batch 125200/226747] G_loss: 2.4847, D_loss: 0.0340
Epoch 5/5: 55%|██████████████████████ | 125400/226747 [3:12:41<2:34:04, 10.96it/s][Batch 125400/226747] G_loss: 2.3492, D_loss: 0.0238
Epoch 5/5: 55%|██████████████████████▏ | 125600/226747 [3:12:59<2:33:41, 10.97it/s][Batch 125600/226747] G_loss: 2.3568, D_loss: 0.0485
Epoch 5/5: 55%|██████████████████████▏ | 125800/226747 [3:13:17<2:33:20, 10.97it/s][Batch 125800/226747] G_loss: 2.3101, D_loss: 0.0379
Epoch 5/5: 56%|██████████████████████▏ | 126000/226747 [3:13:36<2:32:57, 10.98it/s][Batch 126000/226747] G_loss: 2.4072, D_loss: 0.0441
Epoch 5/5: 56%|██████████████████████▎ | 126200/226747 [3:13:54<2:32:46, 10.97it/s][Batch 126200/226747] G_loss: 2.2009, D_loss: 0.0372
Epoch 5/5: 56%|██████████████████████▎ | 126400/226747 [3:14:12<2:32:28, 10.97it/s][Batch 126400/226747] G_loss: 2.2348, D_loss: 0.0326
Epoch 5/5: 56%|██████████████████████▎ | 126600/226747 [3:14:30<2:32:06, 10.97it/s][Batch 126600/226747] G_loss: 2.3784, D_loss: 0.0282
Epoch 5/5: 56%|██████████████████████▎ | 126800/226747 [3:14:49<2:32:00, 10.96it/s][Batch 126800/226747] G_loss: 2.2486, D_loss: 0.0626
Epoch 5/5: 56%|██████████████████████▍ | 127000/226747 [3:15:07<2:31:37, 10.96it/s][Batch 127000/226747] G_loss: 2.3756, D_loss: 0.0187
Epoch 5/5: 56%|██████████████████████▍ | 127200/226747 [3:15:25<2:31:16, 10.97it/s][Batch 127200/226747] G_loss: 2.3911, D_loss: 0.0202
Epoch 5/5: 56%|██████████████████████▍ | 127400/226747 [3:15:43<2:31:03, 10.96it/s][Batch 127400/226747] G_loss: 2.2767, D_loss: 0.0280
Epoch 5/5: 56%|██████████████████████▌ | 127600/226747 [3:16:02<2:30:50, 10.96it/s][Batch 127600/226747] G_loss: 2.1943, D_loss: 0.0524
Epoch 5/5: 56%|██████████████████████▌ | 127800/226747 [3:16:20<2:30:09, 10.98it/s][Batch 127800/226747] G_loss: 2.3652, D_loss: 0.0261
Epoch 5/5: 56%|██████████████████████▌ | 128000/226747 [3:16:38<2:29:29, 11.01it/s][Batch 128000/226747] G_loss: 2.3603, D_loss: 0.0262
Epoch 5/5: 57%|██████████████████████▌ | 128200/226747 [3:16:56<2:29:02, 11.02it/s][Batch 128200/226747] G_loss: 2.2550, D_loss: 0.0236
Epoch 5/5: 57%|██████████████████████▋ | 128400/226747 [3:17:14<2:29:27, 10.97it/s][Batch 128400/226747] G_loss: 2.3131, D_loss: 0.0362
Epoch 5/5: 57%|██████████████████████▋ | 128600/226747 [3:17:33<2:28:39, 11.00it/s][Batch 128600/226747] G_loss: 2.5095, D_loss: 0.0322
Epoch 5/5: 57%|██████████████████████▋ | 128800/226747 [3:17:51<2:30:51, 10.82it/s][Batch 128800/226747] G_loss: 2.3595, D_loss: 0.0385
Epoch 5/5: 57%|██████████████████████▊ | 129000/226747 [3:18:09<2:28:28, 10.97it/s][Batch 129000/226747] G_loss: 2.3567, D_loss: 0.0312
Epoch 5/5: 57%|██████████████████████▊ | 129200/226747 [3:18:27<2:28:07, 10.98it/s][Batch 129200/226747] G_loss: 2.3646, D_loss: 0.0369
Epoch 5/5: 57%|██████████████████████▊ | 129400/226747 [3:18:46<2:27:54, 10.97it/s][Batch 129400/226747] G_loss: 2.2737, D_loss: 0.0785
Epoch 5/5: 57%|██████████████████████▊ | 129600/226747 [3:19:04<2:27:00, 11.01it/s][Batch 129600/226747] G_loss: 2.4554, D_loss: 0.0256
Epoch 5/5: 57%|██████████████████████▉ | 129800/226747 [3:19:22<2:27:24, 10.96it/s][Batch 129800/226747] G_loss: 2.3353, D_loss: 0.0260
Epoch 5/5: 57%|██████████████████████▉ | 130000/226747 [3:19:40<2:26:26, 11.01it/s][Batch 130000/226747] G_loss: 2.2495, D_loss: 0.0308
Epoch 5/5: 57%|██████████████████████▉ | 130200/226747 [3:19:59<2:26:43, 10.97it/s][Batch 130200/226747] G_loss: 2.4098, D_loss: 0.0371
Epoch 5/5: 58%|███████████████████████ | 130400/226747 [3:20:17<2:26:12, 10.98it/s][Batch 130400/226747] G_loss: 2.2024, D_loss: 0.0418
Epoch 5/5: 58%|███████████████████████ | 130600/226747 [3:20:35<2:25:51, 10.99it/s][Batch 130600/226747] G_loss: 2.2070, D_loss: 0.0287
Epoch 5/5: 58%|███████████████████████ | 130800/226747 [3:20:53<2:25:59, 10.95it/s][Batch 130800/226747] G_loss: 2.6250, D_loss: 0.0224
Epoch 5/5: 58%|███████████████████████ | 131000/226747 [3:21:11<2:25:20, 10.98it/s][Batch 131000/226747] G_loss: 2.3117, D_loss: 0.0622
Epoch 5/5: 58%|███████████████████████▏ | 131200/226747 [3:21:30<2:24:51, 10.99it/s][Batch 131200/226747] G_loss: 2.3122, D_loss: 0.0427
Epoch 5/5: 58%|███████████████████████▏ | 131400/226747 [3:21:48<2:24:35, 10.99it/s][Batch 131400/226747] G_loss: 2.3646, D_loss: 0.0268
Epoch 5/5: 58%|███████████████████████▏ | 131600/226747 [3:22:06<2:24:28, 10.98it/s][Batch 131600/226747] G_loss: 2.4607, D_loss: 0.0214
Epoch 5/5: 58%|███████████████████████▎ | 131800/226747 [3:22:24<2:24:08, 10.98it/s][Batch 131800/226747] G_loss: 2.4180, D_loss: 0.1107
Epoch 5/5: 58%|███████████████████████▎ | 132000/226747 [3:22:43<2:23:46, 10.98it/s][Batch 132000/226747] G_loss: 2.1698, D_loss: 0.0684
Epoch 5/5: 58%|███████████████████████▎ | 132200/226747 [3:23:01<2:23:27, 10.98it/s][Batch 132200/226747] G_loss: 2.3413, D_loss: 0.0428
Epoch 5/5: 58%|███████████████████████▎ | 132400/226747 [3:23:19<2:23:15, 10.98it/s][Batch 132400/226747] G_loss: 2.1932, D_loss: 0.1222
Epoch 5/5: 58%|███████████████████████▍ | 132600/226747 [3:23:37<2:23:01, 10.97it/s][Batch 132600/226747] G_loss: 2.3932, D_loss: 0.0888
Epoch 5/5: 59%|███████████████████████▍ | 132800/226747 [3:23:55<2:22:35, 10.98it/s][Batch 132800/226747] G_loss: 2.2003, D_loss: 0.0617
Epoch 5/5: 59%|███████████████████████▍ | 133000/226747 [3:24:14<2:22:26, 10.97it/s][Batch 133000/226747] G_loss: 2.4294, D_loss: 0.0342
Epoch 5/5: 59%|███████████████████████▍ | 133200/226747 [3:24:32<2:22:05, 10.97it/s][Batch 133200/226747] G_loss: 2.2770, D_loss: 0.0362
Epoch 5/5: 59%|███████████████████████▌ | 133400/226747 [3:24:50<2:21:48, 10.97it/s][Batch 133400/226747] G_loss: 2.3699, D_loss: 0.0619
Epoch 5/5: 59%|███████████████████████▌ | 133600/226747 [3:25:08<2:21:30, 10.97it/s][Batch 133600/226747] G_loss: 2.2772, D_loss: 0.0352
Epoch 5/5: 59%|███████████████████████▌ | 133800/226747 [3:25:27<2:21:07, 10.98it/s][Batch 133800/226747] G_loss: 2.3033, D_loss: 0.0300
Epoch 5/5: 59%|███████████████████████▋ | 134000/226747 [3:25:45<2:20:50, 10.98it/s][Batch 134000/226747] G_loss: 2.3810, D_loss: 0.0281
Epoch 5/5: 59%|███████████████████████▋ | 134200/226747 [3:26:03<2:20:25, 10.98it/s][Batch 134200/226747] G_loss: 2.4501, D_loss: 0.0482
Epoch 5/5: 59%|███████████████████████▋ | 134400/226747 [3:26:21<2:20:17, 10.97it/s][Batch 134400/226747] G_loss: 2.3043, D_loss: 0.0408
Epoch 5/5: 59%|███████████████████████▋ | 134600/226747 [3:26:40<2:19:51, 10.98it/s][Batch 134600/226747] G_loss: 2.4431, D_loss: 0.0149
Epoch 5/5: 59%|███████████████████████▊ | 134800/226747 [3:26:58<2:19:23, 10.99it/s][Batch 134800/226747] G_loss: 2.3976, D_loss: 0.0402
Epoch 5/5: 60%|███████████████████████▊ | 135000/226747 [3:27:16<2:19:12, 10.98it/s][Batch 135000/226747] G_loss: 2.3634, D_loss: 0.0225
Epoch 5/5: 60%|███████████████████████▊ | 135200/226747 [3:27:34<2:19:16, 10.95it/s][Batch 135200/226747] G_loss: 2.2325, D_loss: 0.0302
Epoch 5/5: 60%|███████████████████████▉ | 135400/226747 [3:27:53<2:19:10, 10.94it/s][Batch 135400/226747] G_loss: 2.3080, D_loss: 0.0163
Epoch 5/5: 60%|███████████████████████▉ | 135600/226747 [3:28:11<2:18:31, 10.97it/s][Batch 135600/226747] G_loss: 2.5842, D_loss: 0.0201
Epoch 5/5: 60%|███████████████████████▉ | 135800/226747 [3:28:29<2:18:10, 10.97it/s][Batch 135800/226747] G_loss: 2.1482, D_loss: 0.0569
Epoch 5/5: 60%|███████████████████████▉ | 136000/226747 [3:28:47<2:17:44, 10.98it/s][Batch 136000/226747] G_loss: 2.2829, D_loss: 0.0427
Epoch 5/5: 60%|████████████████████████ | 136200/226747 [3:29:05<2:17:27, 10.98it/s][Batch 136200/226747] G_loss: 2.2928, D_loss: 0.0332
Epoch 5/5: 60%|████████████████████████ | 136400/226747 [3:29:24<2:17:19, 10.96it/s][Batch 136400/226747] G_loss: 2.2760, D_loss: 0.0211
Epoch 5/5: 60%|████████████████████████ | 136600/226747 [3:29:42<2:16:58, 10.97it/s][Batch 136600/226747] G_loss: 2.5390, D_loss: 0.0207
Epoch 5/5: 60%|████████████████████████▏ | 136800/226747 [3:30:00<2:16:34, 10.98it/s][Batch 136800/226747] G_loss: 2.3074, D_loss: 0.0428
Epoch 5/5: 60%|████████████████████████▏ | 137000/226747 [3:30:18<2:16:11, 10.98it/s][Batch 137000/226747] G_loss: 2.2193, D_loss: 0.0611
Epoch 5/5: 61%|████████████████████████▏ | 137200/226747 [3:30:37<2:16:08, 10.96it/s][Batch 137200/226747] G_loss: 2.1868, D_loss: 0.0369
Epoch 5/5: 61%|████████████████████████▏ | 137400/226747 [3:30:55<2:15:41, 10.97it/s][Batch 137400/226747] G_loss: 2.3446, D_loss: 0.0275
Epoch 5/5: 61%|████████████████████████▎ | 137600/226747 [3:31:13<2:15:11, 10.99it/s][Batch 137600/226747] G_loss: 2.2481, D_loss: 0.0399
Epoch 5/5: 61%|████████████████████████▎ | 137800/226747 [3:31:31<2:15:11, 10.97it/s][Batch 137800/226747] G_loss: 2.2389, D_loss: 0.0210
Epoch 5/5: 61%|████████████████████████▎ | 138000/226747 [3:31:50<2:14:57, 10.96it/s][Batch 138000/226747] G_loss: 2.3264, D_loss: 0.0362
Epoch 5/5: 61%|████████████████████████▍ | 138200/226747 [3:32:08<2:14:28, 10.97it/s][Batch 138200/226747] G_loss: 2.0747, D_loss: 0.0830
Epoch 5/5: 61%|████████████████████████▍ | 138400/226747 [3:32:26<2:14:21, 10.96it/s][Batch 138400/226747] G_loss: 2.2541, D_loss: 0.0432
Epoch 5/5: 61%|████████████████████████▍ | 138600/226747 [3:32:44<2:13:55, 10.97it/s][Batch 138600/226747] G_loss: 2.6002, D_loss: 0.0297
Epoch 5/5: 61%|████████████████████████▍ | 138800/226747 [3:33:03<2:13:32, 10.98it/s][Batch 138800/226747] G_loss: 2.3442, D_loss: 0.0320
Epoch 5/5: 61%|████████████████████████▌ | 139000/226747 [3:33:21<2:13:23, 10.96it/s][Batch 139000/226747] G_loss: 2.3566, D_loss: 0.0143
Epoch 5/5: 61%|████████████████████████▌ | 139200/226747 [3:33:39<2:13:02, 10.97it/s][Batch 139200/226747] G_loss: 2.2065, D_loss: 0.0762
Epoch 5/5: 61%|████████████████████████▌ | 139400/226747 [3:33:57<2:12:48, 10.96it/s][Batch 139400/226747] G_loss: 2.2626, D_loss: 0.0306
Epoch 5/5: 62%|████████████████████████▋ | 139600/226747 [3:34:16<2:12:15, 10.98it/s][Batch 139600/226747] G_loss: 2.4416, D_loss: 0.0172
Epoch 5/5: 62%|████████████████████████▋ | 139800/226747 [3:34:34<2:11:58, 10.98it/s][Batch 139800/226747] G_loss: 2.3468, D_loss: 0.0189
Epoch 5/5: 62%|████████████████████████▋ | 140000/226747 [3:34:52<2:11:40, 10.98it/s][Batch 140000/226747] G_loss: 2.4738, D_loss: 0.0364
Epoch 5/5: 62%|████████████████████████▋ | 140200/226747 [3:35:10<2:11:30, 10.97it/s][Batch 140200/226747] G_loss: 2.2343, D_loss: 0.0374
Epoch 5/5: 62%|████████████████████████▊ | 140400/226747 [3:35:29<2:11:11, 10.97it/s][Batch 140400/226747] G_loss: 2.0820, D_loss: 0.0354
Epoch 5/5: 62%|████████████████████████▊ | 140600/226747 [3:35:47<2:10:41, 10.99it/s][Batch 140600/226747] G_loss: 2.3018, D_loss: 0.0516
Epoch 5/5: 62%|████████████████████████▊ | 140800/226747 [3:36:05<2:10:43, 10.96it/s][Batch 140800/226747] G_loss: 2.2123, D_loss: 0.0312
Epoch 5/5: 62%|████████████████████████▊ | 141000/226747 [3:36:23<2:10:12, 10.98it/s][Batch 141000/226747] G_loss: 2.6103, D_loss: 0.0350
Epoch 5/5: 62%|████████████████████████▉ | 141200/226747 [3:36:41<2:09:54, 10.98it/s][Batch 141200/226747] G_loss: 2.3881, D_loss: 0.0414
Epoch 5/5: 62%|████████████████████████▉ | 141400/226747 [3:37:00<2:09:37, 10.97it/s][Batch 141400/226747] G_loss: 2.2704, D_loss: 0.0227
Epoch 5/5: 62%|████████████████████████▉ | 141600/226747 [3:37:18<2:09:12, 10.98it/s][Batch 141600/226747] G_loss: 2.1913, D_loss: 0.0330
Epoch 5/5: 63%|█████████████████████████ | 141800/226747 [3:37:36<2:08:49, 10.99it/s][Batch 141800/226747] G_loss: 2.3420, D_loss: 0.0345
Epoch 5/5: 63%|█████████████████████████ | 142000/226747 [3:37:54<2:08:22, 11.00it/s][Batch 142000/226747] G_loss: 2.5349, D_loss: 0.0297
Epoch 5/5: 63%|█████████████████████████ | 142200/226747 [3:38:13<2:08:23, 10.98it/s][Batch 142200/226747] G_loss: 2.1777, D_loss: 0.0445
Epoch 5/5: 63%|█████████████████████████ | 142400/226747 [3:38:31<2:08:01, 10.98it/s][Batch 142400/226747] G_loss: 2.2400, D_loss: 0.0736
Epoch 5/5: 63%|█████████████████████████▏ | 142600/226747 [3:38:49<2:07:55, 10.96it/s][Batch 142600/226747] G_loss: 2.5400, D_loss: 0.0269
Epoch 5/5: 63%|█████████████████████████▏ | 142800/226747 [3:39:07<2:07:40, 10.96it/s][Batch 142800/226747] G_loss: 1.9670, D_loss: 0.0733
Epoch 5/5: 63%|█████████████████████████▏ | 143000/226747 [3:39:26<2:07:21, 10.96it/s][Batch 143000/226747] G_loss: 2.3448, D_loss: 0.0635
Epoch 5/5: 63%|█████████████████████████▎ | 143200/226747 [3:39:44<2:06:47, 10.98it/s][Batch 143200/226747] G_loss: 2.2761, D_loss: 0.0282
Epoch 5/5: 63%|█████████████████████████▎ | 143400/226747 [3:40:02<2:06:28, 10.98it/s][Batch 143400/226747] G_loss: 2.2468, D_loss: 0.0445
Epoch 5/5: 63%|█████████████████████████▎ | 143600/226747 [3:40:20<2:06:30, 10.95it/s][Batch 143600/226747] G_loss: 2.2416, D_loss: 0.0378
Epoch 5/5: 63%|█████████████████████████▎ | 143800/226747 [3:40:39<2:07:33, 10.84it/s][Batch 143800/226747] G_loss: 2.4855, D_loss: 0.0567
Epoch 5/5: 64%|█████████████████████████▍ | 144000/226747 [3:40:57<2:05:29, 10.99it/s][Batch 144000/226747] G_loss: 2.2788, D_loss: 0.0319
Epoch 5/5: 64%|█████████████████████████▍ | 144200/226747 [3:41:15<2:05:18, 10.98it/s][Batch 144200/226747] G_loss: 2.2546, D_loss: 0.0450
Epoch 5/5: 64%|█████████████████████████▍ | 144400/226747 [3:41:33<2:05:15, 10.96it/s][Batch 144400/226747] G_loss: 2.1253, D_loss: 0.0469
Epoch 5/5: 64%|█████████████████████████▌ | 144600/226747 [3:41:51<2:04:56, 10.96it/s][Batch 144600/226747] G_loss: 2.5507, D_loss: 0.0304
Epoch 5/5: 64%|█████████████████████████▌ | 144800/226747 [3:42:10<2:04:27, 10.97it/s][Batch 144800/226747] G_loss: 2.4321, D_loss: 0.0215
Epoch 5/5: 64%|█████████████████████████▌ | 145000/226747 [3:42:28<2:04:19, 10.96it/s][Batch 145000/226747] G_loss: 2.3533, D_loss: 0.0237
Epoch 5/5: 64%|█████████████████████████▌ | 145200/226747 [3:42:46<2:04:00, 10.96it/s][Batch 145200/226747] G_loss: 2.2925, D_loss: 0.0364
Epoch 5/5: 64%|█████████████████████████▋ | 145400/226747 [3:43:04<2:03:28, 10.98it/s][Batch 145400/226747] G_loss: 2.3546, D_loss: 0.0257
Epoch 5/5: 64%|█████████████████████████▋ | 145600/226747 [3:43:23<2:03:21, 10.96it/s][Batch 145600/226747] G_loss: 1.9382, D_loss: 0.1331
Epoch 5/5: 64%|█████████████████████████▋ | 145800/226747 [3:43:41<2:03:02, 10.96it/s][Batch 145800/226747] G_loss: 2.2905, D_loss: 0.0526
Epoch 5/5: 64%|█████████████████████████▊ | 146000/226747 [3:43:59<2:02:38, 10.97it/s][Batch 146000/226747] G_loss: 2.4946, D_loss: 0.0531
Epoch 5/5: 64%|█████████████████████████▊ | 146200/226747 [3:44:17<2:02:28, 10.96it/s][Batch 146200/226747] G_loss: 2.1421, D_loss: 0.1101
Epoch 5/5: 65%|█████████████████████████▊ | 146400/226747 [3:44:35<2:02:15, 10.95it/s][Batch 146400/226747] G_loss: 2.5686, D_loss: 0.0352
Epoch 5/5: 65%|█████████████████████████▊ | 146600/226747 [3:44:54<2:01:44, 10.97it/s][Batch 146600/226747] G_loss: 2.4576, D_loss: 0.0232
Epoch 5/5: 65%|█████████████████████████▉ | 146800/226747 [3:45:12<2:01:17, 10.99it/s][Batch 146800/226747] G_loss: 2.1742, D_loss: 0.0443
Epoch 5/5: 65%|█████████████████████████▉ | 147000/226747 [3:45:30<2:01:14, 10.96it/s][Batch 147000/226747] G_loss: 2.3693, D_loss: 0.0209
Epoch 5/5: 65%|█████████████████████████▉ | 147200/226747 [3:45:48<2:00:48, 10.97it/s][Batch 147200/226747] G_loss: 2.1264, D_loss: 0.0426
Epoch 5/5: 65%|██████████████████████████ | 147400/226747 [3:46:07<1:59:56, 11.03it/s][Batch 147400/226747] G_loss: 2.1567, D_loss: 0.0371
Epoch 5/5: 65%|██████████████████████████ | 147600/226747 [3:46:25<2:00:17, 10.97it/s][Batch 147600/226747] G_loss: 2.1496, D_loss: 0.0412
Epoch 5/5: 65%|██████████████████████████ | 147800/226747 [3:46:43<1:59:56, 10.97it/s][Batch 147800/226747] G_loss: 2.2326, D_loss: 0.0674
Epoch 5/5: 65%|██████████████████████████ | 148000/226747 [3:47:01<1:59:38, 10.97it/s][Batch 148000/226747] G_loss: 2.1935, D_loss: 0.0345
Epoch 5/5: 65%|██████████████████████████▏ | 148200/226747 [3:47:19<1:59:36, 10.95it/s][Batch 148200/226747] G_loss: 2.4385, D_loss: 0.0183
Epoch 5/5: 65%|██████████████████████████▏ | 148400/226747 [3:47:38<1:58:41, 11.00it/s][Batch 148400/226747] G_loss: 2.4576, D_loss: 0.0336
Epoch 5/5: 66%|██████████████████████████▏ | 148600/226747 [3:47:56<1:58:54, 10.95it/s][Batch 148600/226747] G_loss: 2.1919, D_loss: 0.0606
Epoch 5/5: 66%|██████████████████████████▏ | 148800/226747 [3:48:14<1:58:16, 10.98it/s][Batch 148800/226747] G_loss: 2.0987, D_loss: 0.0383
Epoch 5/5: 66%|██████████████████████████▎ | 149000/226747 [3:48:32<1:58:08, 10.97it/s][Batch 149000/226747] G_loss: 2.4233, D_loss: 0.0212
Epoch 5/5: 66%|██████████████████████████▎ | 149200/226747 [3:48:51<1:57:45, 10.97it/s][Batch 149200/226747] G_loss: 2.5062, D_loss: 0.0250
Epoch 5/5: 66%|██████████████████████████▎ | 149400/226747 [3:49:09<1:57:30, 10.97it/s][Batch 149400/226747] G_loss: 2.2186, D_loss: 0.0236
Epoch 5/5: 66%|██████████████████████████▍ | 149600/226747 [3:49:27<1:57:05, 10.98it/s][Batch 149600/226747] G_loss: 2.2890, D_loss: 0.0232
Epoch 5/5: 66%|██████████████████████████▍ | 149800/226747 [3:49:45<1:57:02, 10.96it/s][Batch 149800/226747] G_loss: 2.2866, D_loss: 0.0386
Epoch 5/5: 66%|██████████████████████████▍ | 150000/226747 [3:50:04<1:56:07, 11.02it/s][Batch 150000/226747] G_loss: 2.3277, D_loss: 0.0318
Epoch 5/5: 66%|██████████████████████████▍ | 150200/226747 [3:50:22<1:56:17, 10.97it/s][Batch 150200/226747] G_loss: 2.2150, D_loss: 0.0210
Epoch 5/5: 66%|██████████████████████████▌ | 150400/226747 [3:50:40<1:56:01, 10.97it/s][Batch 150400/226747] G_loss: 2.1554, D_loss: 0.0415
Epoch 5/5: 66%|██████████████████████████▌ | 150600/226747 [3:50:58<1:55:48, 10.96it/s][Batch 150600/226747] G_loss: 2.4550, D_loss: 0.0114
Epoch 5/5: 67%|██████████████████████████▌ | 150800/226747 [3:51:17<1:55:19, 10.98it/s][Batch 150800/226747] G_loss: 2.1902, D_loss: 0.0420
Epoch 5/5: 67%|██████████████████████████▋ | 151000/226747 [3:51:35<1:55:06, 10.97it/s][Batch 151000/226747] G_loss: 2.5485, D_loss: 0.0265
Epoch 5/5: 67%|██████████████████████████▋ | 151200/226747 [3:51:53<1:54:39, 10.98it/s][Batch 151200/226747] G_loss: 2.3061, D_loss: 0.0408
Epoch 5/5: 67%|██████████████████████████▋ | 151400/226747 [3:52:11<1:54:31, 10.96it/s][Batch 151400/226747] G_loss: 2.3108, D_loss: 0.0304
Epoch 5/5: 67%|██████████████████████████▋ | 151600/226747 [3:52:29<1:54:11, 10.97it/s][Batch 151600/226747] G_loss: 2.2459, D_loss: 0.0320
Epoch 5/5: 67%|██████████████████████████▊ | 151800/226747 [3:52:48<1:53:46, 10.98it/s][Batch 151800/226747] G_loss: 2.4280, D_loss: 0.0137
Epoch 5/5: 67%|██████████████████████████▊ | 152000/226747 [3:53:06<1:53:30, 10.98it/s][Batch 152000/226747] G_loss: 2.3474, D_loss: 0.0308
Epoch 5/5: 67%|██████████████████████████▊ | 152200/226747 [3:53:24<1:53:21, 10.96it/s][Batch 152200/226747] G_loss: 2.0862, D_loss: 0.0497
Epoch 5/5: 67%|██████████████████████████▉ | 152400/226747 [3:53:42<1:52:49, 10.98it/s][Batch 152400/226747] G_loss: 2.3544, D_loss: 0.0252
Epoch 5/5: 67%|██████████████████████████▉ | 152600/226747 [3:54:01<1:52:45, 10.96it/s][Batch 152600/226747] G_loss: 2.3210, D_loss: 0.0187
Epoch 5/5: 67%|██████████████████████████▉ | 152800/226747 [3:54:19<1:52:20, 10.97it/s][Batch 152800/226747] G_loss: 2.1683, D_loss: 0.0310
Epoch 5/5: 67%|██████████████████████████▉ | 153000/226747 [3:54:37<1:52:00, 10.97it/s][Batch 153000/226747] G_loss: 2.2280, D_loss: 0.0535
Epoch 5/5: 68%|███████████████████████████ | 153200/226747 [3:54:55<1:51:44, 10.97it/s][Batch 153200/226747] G_loss: 2.3366, D_loss: 0.0238
Epoch 5/5: 68%|███████████████████████████ | 153400/226747 [3:55:14<1:51:29, 10.96it/s][Batch 153400/226747] G_loss: 2.2071, D_loss: 0.0303
Epoch 5/5: 68%|███████████████████████████ | 153600/226747 [3:55:32<1:51:12, 10.96it/s][Batch 153600/226747] G_loss: 2.3569, D_loss: 0.0168
Epoch 5/5: 68%|███████████████████████████▏ | 153800/226747 [3:55:50<1:50:41, 10.98it/s][Batch 153800/226747] G_loss: 2.6157, D_loss: 0.0381
Epoch 5/5: 68%|███████████████████████████▏ | 154000/226747 [3:56:08<1:50:29, 10.97it/s][Batch 154000/226747] G_loss: 2.1945, D_loss: 0.0379
Epoch 5/5: 68%|███████████████████████████▏ | 154200/226747 [3:56:27<1:50:17, 10.96it/s][Batch 154200/226747] G_loss: 2.3230, D_loss: 0.0363
Epoch 5/5: 68%|███████████████████████████▏ | 154400/226747 [3:56:45<1:50:05, 10.95it/s][Batch 154400/226747] G_loss: 2.4680, D_loss: 0.0268
Epoch 5/5: 68%|███████████████████████████▎ | 154600/226747 [3:57:03<1:49:33, 10.98it/s][Batch 154600/226747] G_loss: 2.2531, D_loss: 0.0483
Epoch 5/5: 68%|███████████████████████████▎ | 154800/226747 [3:57:21<1:49:13, 10.98it/s][Batch 154800/226747] G_loss: 2.2121, D_loss: 0.0591
Epoch 5/5: 68%|███████████████████████████▎ | 155000/226747 [3:57:39<1:48:56, 10.98it/s][Batch 155000/226747] G_loss: 2.3471, D_loss: 0.0202
Epoch 5/5: 68%|███████████████████████████▍ | 155200/226747 [3:57:58<1:48:42, 10.97it/s][Batch 155200/226747] G_loss: 2.4246, D_loss: 0.0222
Epoch 5/5: 69%|███████████████████████████▍ | 155400/226747 [3:58:16<1:48:30, 10.96it/s][Batch 155400/226747] G_loss: 2.3527, D_loss: 0.0210
Epoch 5/5: 69%|███████████████████████████▍ | 155600/226747 [3:58:34<1:48:04, 10.97it/s][Batch 155600/226747] G_loss: 2.2502, D_loss: 0.0462
Epoch 5/5: 69%|███████████████████████████▍ | 155800/226747 [3:58:52<1:47:53, 10.96it/s][Batch 155800/226747] G_loss: 2.2578, D_loss: 0.0383
Epoch 5/5: 69%|███████████████████████████▌ | 156000/226747 [3:59:11<1:47:31, 10.97it/s][Batch 156000/226747] G_loss: 2.3833, D_loss: 0.0206
Epoch 5/5: 69%|███████████████████████████▌ | 156200/226747 [3:59:29<1:47:08, 10.97it/s][Batch 156200/226747] G_loss: 2.1923, D_loss: 0.0377
Epoch 5/5: 69%|███████████████████████████▌ | 156400/226747 [3:59:47<1:46:52, 10.97it/s][Batch 156400/226747] G_loss: 2.2793, D_loss: 0.0862
Epoch 5/5: 69%|███████████████████████████▋ | 156600/226747 [4:00:05<1:46:28, 10.98it/s][Batch 156600/226747] G_loss: 2.2246, D_loss: 0.0496
Epoch 5/5: 69%|███████████████████████████▋ | 156800/226747 [4:00:24<1:46:17, 10.97it/s][Batch 156800/226747] G_loss: 2.3504, D_loss: 0.0295
Epoch 5/5: 69%|███████████████████████████▋ | 157000/226747 [4:00:42<1:46:03, 10.96it/s][Batch 157000/226747] G_loss: 2.3720, D_loss: 0.0287
Epoch 5/5: 69%|███████████████████████████▋ | 157200/226747 [4:01:00<1:45:24, 11.00it/s][Batch 157200/226747] G_loss: 2.3249, D_loss: 0.0250
Epoch 5/5: 69%|███████████████████████████▊ | 157400/226747 [4:01:18<1:45:19, 10.97it/s][Batch 157400/226747] G_loss: 2.1441, D_loss: 0.0458
Epoch 5/5: 70%|███████████████████████████▊ | 157600/226747 [4:01:36<1:45:04, 10.97it/s][Batch 157600/226747] G_loss: 2.3020, D_loss: 0.0422
Epoch 5/5: 70%|███████████████████████████▊ | 157800/226747 [4:01:55<1:44:44, 10.97it/s][Batch 157800/226747] G_loss: 2.3045, D_loss: 0.0204
Epoch 5/5: 70%|███████████████████████████▊ | 158000/226747 [4:02:13<1:44:31, 10.96it/s][Batch 158000/226747] G_loss: 2.1713, D_loss: 0.0455
Epoch 5/5: 70%|███████████████████████████▉ | 158200/226747 [4:02:31<1:44:11, 10.96it/s][Batch 158200/226747] G_loss: 2.0843, D_loss: 0.0441
Epoch 5/5: 70%|███████████████████████████▉ | 158400/226747 [4:02:49<1:43:57, 10.96it/s][Batch 158400/226747] G_loss: 2.2485, D_loss: 0.0343
Epoch 5/5: 70%|███████████████████████████▉ | 158600/226747 [4:03:08<1:43:21, 10.99it/s][Batch 158600/226747] G_loss: 2.1025, D_loss: 0.0367
Epoch 5/5: 70%|████████████████████████████ | 158800/226747 [4:03:26<1:50:03, 10.29it/s][Batch 158800/226747] G_loss: 2.3174, D_loss: 0.0330
Epoch 5/5: 70%|████████████████████████████ | 159000/226747 [4:03:44<1:43:01, 10.96it/s][Batch 159000/226747] G_loss: 2.1239, D_loss: 0.0939
Epoch 5/5: 70%|████████████████████████████ | 159200/226747 [4:04:02<1:42:33, 10.98it/s][Batch 159200/226747] G_loss: 2.2984, D_loss: 0.0337
Epoch 5/5: 70%|████████████████████████████ | 159400/226747 [4:04:21<1:42:18, 10.97it/s][Batch 159400/226747] G_loss: 2.2569, D_loss: 0.0249
Epoch 5/5: 70%|████████████████████████████▏ | 159600/226747 [4:04:39<1:41:33, 11.02it/s][Batch 159600/226747] G_loss: 2.1374, D_loss: 0.1345
Epoch 5/5: 70%|████████████████████████████▏ | 159800/226747 [4:04:57<1:41:44, 10.97it/s][Batch 159800/226747] G_loss: 2.4534, D_loss: 0.0126
Epoch 5/5: 71%|████████████████████████████▏ | 160000/226747 [4:05:15<1:41:18, 10.98it/s][Batch 160000/226747] G_loss: 2.5679, D_loss: 0.0379
Epoch 5/5: 71%|████████████████████████████▎ | 160200/226747 [4:05:34<1:41:14, 10.96it/s][Batch 160200/226747] G_loss: 2.3591, D_loss: 0.0217
Epoch 5/5: 71%|████████████████████████████▎ | 160400/226747 [4:05:52<1:40:18, 11.02it/s][Batch 160400/226747] G_loss: 2.0311, D_loss: 0.0778
Epoch 5/5: 71%|████████████████████████████▎ | 160600/226747 [4:06:10<1:40:23, 10.98it/s][Batch 160600/226747] G_loss: 2.2153, D_loss: 0.0319
Epoch 5/5: 71%|████████████████████████████▎ | 160800/226747 [4:06:28<1:40:22, 10.95it/s][Batch 160800/226747] G_loss: 2.3478, D_loss: 0.0219
Epoch 5/5: 71%|████████████████████████████▍ | 161000/226747 [4:06:46<1:39:36, 11.00it/s][Batch 161000/226747] G_loss: 2.3683, D_loss: 0.0397
Epoch 5/5: 71%|████████████████████████████▍ | 161200/226747 [4:07:05<1:39:35, 10.97it/s][Batch 161200/226747] G_loss: 2.1715, D_loss: 0.0277
Epoch 5/5: 71%|████████████████████████████▍ | 161400/226747 [4:07:23<1:39:02, 11.00it/s][Batch 161400/226747] G_loss: 2.1866, D_loss: 0.0547
Epoch 5/5: 71%|████████████████████████████▌ | 161600/226747 [4:07:41<1:38:48, 10.99it/s][Batch 161600/226747] G_loss: 2.2719, D_loss: 0.0441
Epoch 5/5: 71%|████████████████████████████▌ | 161800/226747 [4:07:59<1:38:44, 10.96it/s][Batch 161800/226747] G_loss: 2.1947, D_loss: 0.0368
Epoch 5/5: 71%|████████████████████████████▌ | 162000/226747 [4:08:18<1:38:18, 10.98it/s][Batch 162000/226747] G_loss: 2.0434, D_loss: 0.0411
Epoch 5/5: 72%|████████████████████████████▌ | 162200/226747 [4:08:36<1:38:11, 10.96it/s][Batch 162200/226747] G_loss: 2.1525, D_loss: 0.0350
Epoch 5/5: 72%|████████████████████████████▋ | 162400/226747 [4:08:54<1:37:50, 10.96it/s][Batch 162400/226747] G_loss: 2.2269, D_loss: 0.0648
Epoch 5/5: 72%|████████████████████████████▋ | 162600/226747 [4:09:12<1:37:35, 10.96it/s][Batch 162600/226747] G_loss: 2.3019, D_loss: 0.0321
Epoch 5/5: 72%|████████████████████████████▋ | 162800/226747 [4:09:30<1:36:54, 11.00it/s][Batch 162800/226747] G_loss: 2.3416, D_loss: 0.0253
Epoch 5/5: 72%|████████████████████████████▊ | 163000/226747 [4:09:49<1:36:59, 10.95it/s][Batch 163000/226747] G_loss: 2.2521, D_loss: 0.0230
Epoch 5/5: 72%|████████████████████████████▊ | 163200/226747 [4:10:07<1:36:29, 10.98it/s][Batch 163200/226747] G_loss: 2.4249, D_loss: 0.0216
Epoch 5/5: 72%|████████████████████████████▊ | 163400/226747 [4:10:25<1:35:59, 11.00it/s][Batch 163400/226747] G_loss: 2.3886, D_loss: 0.0221
Epoch 5/5: 72%|████████████████████████████▊ | 163600/226747 [4:10:43<1:35:54, 10.97it/s][Batch 163600/226747] G_loss: 2.3587, D_loss: 0.0253
Epoch 5/5: 72%|████████████████████████████▉ | 163800/226747 [4:11:02<1:35:28, 10.99it/s][Batch 163800/226747] G_loss: 2.2097, D_loss: 0.0284
Epoch 5/5: 72%|████████████████████████████▉ | 164000/226747 [4:11:20<1:35:08, 10.99it/s][Batch 164000/226747] G_loss: 2.2216, D_loss: 0.0268
Epoch 5/5: 72%|████████████████████████████▉ | 164200/226747 [4:11:38<1:34:55, 10.98it/s][Batch 164200/226747] G_loss: 2.3144, D_loss: 0.0244
Epoch 5/5: 73%|█████████████████████████████ | 164400/226747 [4:11:56<1:34:29, 11.00it/s][Batch 164400/226747] G_loss: 2.2952, D_loss: 0.0388
Epoch 5/5: 73%|█████████████████████████████ | 164600/226747 [4:12:14<1:34:22, 10.97it/s][Batch 164600/226747] G_loss: 2.1329, D_loss: 0.1364
Epoch 5/5: 73%|█████████████████████████████ | 164800/226747 [4:12:33<1:34:11, 10.96it/s][Batch 164800/226747] G_loss: 2.2536, D_loss: 0.0569
Epoch 5/5: 73%|█████████████████████████████ | 165000/226747 [4:12:51<1:33:44, 10.98it/s][Batch 165000/226747] G_loss: 2.2856, D_loss: 0.0611
Epoch 5/5: 73%|█████████████████████████████▏ | 165200/226747 [4:13:09<1:33:28, 10.97it/s][Batch 165200/226747] G_loss: 2.2195, D_loss: 0.0510
Epoch 5/5: 73%|█████████████████████████████▏ | 165400/226747 [4:13:27<1:33:13, 10.97it/s][Batch 165400/226747] G_loss: 2.2496, D_loss: 0.0318
Epoch 5/5: 73%|█████████████████████████████▏ | 165600/226747 [4:13:46<1:32:49, 10.98it/s][Batch 165600/226747] G_loss: 2.3631, D_loss: 0.0298
Epoch 5/5: 73%|█████████████████████████████▏ | 165800/226747 [4:14:04<1:32:32, 10.98it/s][Batch 165800/226747] G_loss: 2.3143, D_loss: 0.0417
Epoch 5/5: 73%|█████████████████████████████▎ | 166000/226747 [4:14:22<1:32:10, 10.98it/s][Batch 166000/226747] G_loss: 2.4798, D_loss: 0.0249
Epoch 5/5: 73%|█████████████████████████████▎ | 166200/226747 [4:14:40<1:31:47, 10.99it/s][Batch 166200/226747] G_loss: 2.2107, D_loss: 0.0569
Epoch 5/5: 73%|█████████████████████████████▎ | 166400/226747 [4:14:58<1:31:37, 10.98it/s][Batch 166400/226747] G_loss: 2.1856, D_loss: 0.0452
Epoch 5/5: 73%|█████████████████████████████▍ | 166600/226747 [4:15:17<1:31:26, 10.96it/s][Batch 166600/226747] G_loss: 2.1776, D_loss: 0.0352
Epoch 5/5: 74%|█████████████████████████████▍ | 166800/226747 [4:15:35<1:31:03, 10.97it/s][Batch 166800/226747] G_loss: 2.1730, D_loss: 0.0736
Epoch 5/5: 74%|█████████████████████████████▍ | 167000/226747 [4:15:53<1:30:47, 10.97it/s][Batch 167000/226747] G_loss: 2.3859, D_loss: 0.0296
Epoch 5/5: 74%|█████████████████████████████▍ | 167200/226747 [4:16:11<1:30:36, 10.95it/s][Batch 167200/226747] G_loss: 2.2856, D_loss: 0.0249
Epoch 5/5: 74%|█████████████████████████████▌ | 167400/226747 [4:16:30<1:30:10, 10.97it/s][Batch 167400/226747] G_loss: 2.4245, D_loss: 0.0404
Epoch 5/5: 74%|█████████████████████████████▌ | 167600/226747 [4:16:48<1:29:44, 10.98it/s][Batch 167600/226747] G_loss: 2.3414, D_loss: 0.0376
Epoch 5/5: 74%|█████████████████████████████▌ | 167800/226747 [4:17:06<1:29:33, 10.97it/s][Batch 167800/226747] G_loss: 2.5076, D_loss: 0.0336
Epoch 5/5: 74%|█████████████████████████████▋ | 168000/226747 [4:17:24<1:29:15, 10.97it/s][Batch 168000/226747] G_loss: 2.1740, D_loss: 0.0407
Epoch 5/5: 74%|█████████████████████████████▋ | 168200/226747 [4:17:43<1:28:57, 10.97it/s][Batch 168200/226747] G_loss: 2.3745, D_loss: 0.0364
Epoch 5/5: 74%|█████████████████████████████▋ | 168400/226747 [4:18:01<1:28:40, 10.97it/s][Batch 168400/226747] G_loss: 2.2866, D_loss: 0.0328
Epoch 5/5: 74%|█████████████████████████████▋ | 168600/226747 [4:18:19<1:28:17, 10.98it/s][Batch 168600/226747] G_loss: 2.4375, D_loss: 0.0299
Epoch 5/5: 74%|█████████████████████████████▊ | 168800/226747 [4:18:37<1:28:04, 10.97it/s][Batch 168800/226747] G_loss: 2.3154, D_loss: 0.0368
Epoch 5/5: 75%|█████████████████████████████▊ | 169000/226747 [4:18:55<1:27:34, 10.99it/s][Batch 169000/226747] G_loss: 2.3396, D_loss: 0.0237
Epoch 5/5: 75%|█████████████████████████████▊ | 169200/226747 [4:19:14<1:28:08, 10.88it/s][Batch 169200/226747] G_loss: 2.1491, D_loss: 0.0341
Epoch 5/5: 75%|█████████████████████████████▉ | 169400/226747 [4:19:32<1:27:10, 10.96it/s][Batch 169400/226747] G_loss: 2.2719, D_loss: 0.0308
Epoch 5/5: 75%|█████████████████████████████▉ | 169600/226747 [4:19:50<1:26:46, 10.98it/s][Batch 169600/226747] G_loss: 2.2217, D_loss: 0.0334
Epoch 5/5: 75%|█████████████████████████████▉ | 169800/226747 [4:20:08<1:26:14, 11.00it/s][Batch 169800/226747] G_loss: 2.2869, D_loss: 0.0751
Epoch 5/5: 75%|█████████████████████████████▉ | 170000/226747 [4:20:27<1:26:03, 10.99it/s][Batch 170000/226747] G_loss: 2.2718, D_loss: 0.0375
Epoch 5/5: 75%|██████████████████████████████ | 170200/226747 [4:20:45<1:25:53, 10.97it/s][Batch 170200/226747] G_loss: 2.3059, D_loss: 0.0317
Epoch 5/5: 75%|██████████████████████████████ | 170400/226747 [4:21:03<1:25:38, 10.97it/s][Batch 170400/226747] G_loss: 2.4740, D_loss: 0.0318
Epoch 5/5: 75%|██████████████████████████████ | 170600/226747 [4:21:21<1:25:21, 10.96it/s][Batch 170600/226747] G_loss: 2.3166, D_loss: 0.0297
Epoch 5/5: 75%|██████████████████████████████▏ | 170800/226747 [4:21:39<1:24:50, 10.99it/s][Batch 170800/226747] G_loss: 2.3160, D_loss: 0.0385
Epoch 5/5: 75%|██████████████████████████████▏ | 171000/226747 [4:21:58<1:24:23, 11.01it/s][Batch 171000/226747] G_loss: 2.2329, D_loss: 0.0321
Epoch 5/5: 76%|██████████████████████████████▏ | 171200/226747 [4:22:16<1:24:24, 10.97it/s][Batch 171200/226747] G_loss: 2.1634, D_loss: 0.0336
Epoch 5/5: 76%|██████████████████████████████▏ | 171400/226747 [4:22:34<1:24:01, 10.98it/s][Batch 171400/226747] G_loss: 2.1970, D_loss: 0.0506
Epoch 5/5: 76%|██████████████████████████████▎ | 171600/226747 [4:22:52<1:23:42, 10.98it/s][Batch 171600/226747] G_loss: 2.4142, D_loss: 0.0326
Epoch 5/5: 76%|██████████████████████████████▎ | 171800/226747 [4:23:11<1:23:34, 10.96it/s][Batch 171800/226747] G_loss: 2.3508, D_loss: 0.0357
Epoch 5/5: 76%|██████████████████████████████▎ | 172000/226747 [4:23:29<1:23:18, 10.95it/s][Batch 172000/226747] G_loss: 2.1311, D_loss: 0.0373
Epoch 5/5: 76%|██████████████████████████████▍ | 172200/226747 [4:23:47<1:22:53, 10.97it/s][Batch 172200/226747] G_loss: 2.1802, D_loss: 0.0288
Epoch 5/5: 76%|██████████████████████████████▍ | 172400/226747 [4:24:05<1:22:36, 10.96it/s][Batch 172400/226747] G_loss: 2.2911, D_loss: 0.0485
Epoch 5/5: 76%|██████████████████████████████▍ | 172600/226747 [4:24:23<1:22:18, 10.96it/s][Batch 172600/226747] G_loss: 2.3258, D_loss: 0.0176
Epoch 5/5: 76%|██████████████████████████████▍ | 172800/226747 [4:24:42<1:21:48, 10.99it/s][Batch 172800/226747] G_loss: 2.2727, D_loss: 0.1255
Epoch 5/5: 76%|██████████████████████████████▌ | 173000/226747 [4:25:00<1:21:35, 10.98it/s][Batch 173000/226747] G_loss: 2.2411, D_loss: 0.0364
Epoch 5/5: 76%|██████████████████████████████▌ | 173200/226747 [4:25:18<1:21:28, 10.95it/s][Batch 173200/226747] G_loss: 2.3782, D_loss: 0.0426
Epoch 5/5: 76%|██████████████████████████████▌ | 173400/226747 [4:25:36<1:21:15, 10.94it/s][Batch 173400/226747] G_loss: 2.3767, D_loss: 0.0295
Epoch 5/5: 77%|██████████████████████████████▌ | 173600/226747 [4:25:55<1:20:37, 10.99it/s][Batch 173600/226747] G_loss: 2.2289, D_loss: 0.0510
Epoch 5/5: 77%|██████████████████████████████▋ | 173800/226747 [4:26:13<1:20:24, 10.97it/s][Batch 173800/226747] G_loss: 2.2051, D_loss: 0.0432
Epoch 5/5: 77%|██████████████████████████████▋ | 174000/226747 [4:26:31<1:20:00, 10.99it/s][Batch 174000/226747] G_loss: 2.1480, D_loss: 0.0334
Epoch 5/5: 77%|██████████████████████████████▋ | 174200/226747 [4:26:49<1:19:51, 10.97it/s][Batch 174200/226747] G_loss: 2.2012, D_loss: 0.0457
Epoch 5/5: 77%|██████████████████████████████▊ | 174400/226747 [4:27:08<1:19:31, 10.97it/s][Batch 174400/226747] G_loss: 2.2758, D_loss: 0.0417
Epoch 5/5: 77%|██████████████████████████████▊ | 174600/226747 [4:27:26<1:19:12, 10.97it/s][Batch 174600/226747] G_loss: 2.1517, D_loss: 0.1042
Epoch 5/5: 77%|██████████████████████████████▊ | 174800/226747 [4:27:44<1:18:35, 11.02it/s][Batch 174800/226747] G_loss: 2.2848, D_loss: 0.0167
Epoch 5/5: 77%|██████████████████████████████▊ | 175000/226747 [4:28:02<1:18:37, 10.97it/s][Batch 175000/226747] G_loss: 2.4351, D_loss: 0.0367
Epoch 5/5: 77%|██████████████████████████████▉ | 175200/226747 [4:28:21<1:18:22, 10.96it/s][Batch 175200/226747] G_loss: 2.2240, D_loss: 0.0255
Epoch 5/5: 77%|██████████████████████████████▉ | 175400/226747 [4:28:39<1:17:57, 10.98it/s][Batch 175400/226747] G_loss: 2.2552, D_loss: 0.0399
Epoch 5/5: 77%|██████████████████████████████▉ | 175600/226747 [4:28:57<1:17:38, 10.98it/s][Batch 175600/226747] G_loss: 2.3142, D_loss: 0.0164
Epoch 5/5: 78%|███████████████████████████████ | 175800/226747 [4:29:15<1:17:25, 10.97it/s][Batch 175800/226747] G_loss: 2.4176, D_loss: 0.0204
Epoch 5/5: 78%|███████████████████████████████ | 176000/226747 [4:29:33<1:17:03, 10.98it/s][Batch 176000/226747] G_loss: 2.1167, D_loss: 0.0239
Epoch 5/5: 78%|███████████████████████████████ | 176200/226747 [4:29:52<1:16:46, 10.97it/s][Batch 176200/226747] G_loss: 2.3799, D_loss: 0.0316
Epoch 5/5: 78%|███████████████████████████████ | 176400/226747 [4:30:10<1:16:23, 10.98it/s][Batch 176400/226747] G_loss: 2.2972, D_loss: 0.0548
Epoch 5/5: 78%|███████████████████████████████▏ | 176600/226747 [4:30:28<1:16:06, 10.98it/s][Batch 176600/226747] G_loss: 2.3429, D_loss: 0.0266
Epoch 5/5: 78%|███████████████████████████████▏ | 176800/226747 [4:30:46<1:15:58, 10.96it/s][Batch 176800/226747] G_loss: 2.3658, D_loss: 0.0397
Epoch 5/5: 78%|███████████████████████████████▏ | 177000/226747 [4:31:05<1:15:34, 10.97it/s][Batch 177000/226747] G_loss: 2.1500, D_loss: 0.0552
Epoch 5/5: 78%|███████████████████████████████▎ | 177200/226747 [4:31:23<1:15:18, 10.97it/s][Batch 177200/226747] G_loss: 2.3278, D_loss: 0.0351
Epoch 5/5: 78%|███████████████████████████████▎ | 177400/226747 [4:31:41<1:14:56, 10.97it/s][Batch 177400/226747] G_loss: 2.4743, D_loss: 0.0299
Epoch 5/5: 78%|███████████████████████████████▎ | 177600/226747 [4:31:59<1:14:39, 10.97it/s][Batch 177600/226747] G_loss: 2.2885, D_loss: 0.0332
Epoch 5/5: 78%|███████████████████████████████▎ | 177800/226747 [4:32:18<1:14:20, 10.97it/s][Batch 177800/226747] G_loss: 2.4370, D_loss: 0.0886
Epoch 5/5: 79%|███████████████████████████████▍ | 178000/226747 [4:32:36<1:13:59, 10.98it/s][Batch 178000/226747] G_loss: 2.4119, D_loss: 0.0375
Epoch 5/5: 79%|███████████████████████████████▍ | 178200/226747 [4:32:54<1:13:49, 10.96it/s][Batch 178200/226747] G_loss: 2.2291, D_loss: 0.0409
Epoch 5/5: 79%|███████████████████████████████▍ | 178400/226747 [4:33:12<1:13:31, 10.96it/s][Batch 178400/226747] G_loss: 2.4295, D_loss: 0.0507
Epoch 5/5: 79%|███████████████████████████████▌ | 178600/226747 [4:33:31<1:13:11, 10.96it/s][Batch 178600/226747] G_loss: 2.4288, D_loss: 0.0315
Epoch 5/5: 79%|███████████████████████████████▌ | 178800/226747 [4:33:49<1:12:53, 10.96it/s][Batch 178800/226747] G_loss: 2.2941, D_loss: 0.0236
Epoch 5/5: 79%|███████████████████████████████▌ | 179000/226747 [4:34:07<1:12:31, 10.97it/s][Batch 179000/226747] G_loss: 2.4027, D_loss: 0.0228
Epoch 5/5: 79%|███████████████████████████████▌ | 179200/226747 [4:34:25<1:12:05, 10.99it/s][Batch 179200/226747] G_loss: 2.1990, D_loss: 0.0427
Epoch 5/5: 79%|███████████████████████████████▋ | 179400/226747 [4:34:44<1:11:58, 10.96it/s][Batch 179400/226747] G_loss: 2.2265, D_loss: 0.0405
Epoch 5/5: 79%|███████████████████████████████▋ | 179600/226747 [4:35:02<1:11:47, 10.94it/s][Batch 179600/226747] G_loss: 2.1618, D_loss: 0.0480
Epoch 5/5: 79%|███████████████████████████████▋ | 179800/226747 [4:35:20<1:11:14, 10.98it/s][Batch 179800/226747] G_loss: 2.3070, D_loss: 0.0576
Epoch 5/5: 79%|███████████████████████████████▊ | 180000/226747 [4:35:38<1:11:06, 10.96it/s][Batch 180000/226747] G_loss: 2.1473, D_loss: 0.0281
Epoch 5/5: 79%|███████████████████████████████▊ | 180200/226747 [4:35:57<1:10:40, 10.98it/s][Batch 180200/226747] G_loss: 2.3592, D_loss: 0.0430
Epoch 5/5: 80%|███████████████████████████████▊ | 180400/226747 [4:36:15<1:10:29, 10.96it/s][Batch 180400/226747] G_loss: 2.2635, D_loss: 0.0196
Epoch 5/5: 80%|███████████████████████████████▊ | 180600/226747 [4:36:33<1:10:09, 10.96it/s][Batch 180600/226747] G_loss: 2.5089, D_loss: 0.0205
Epoch 5/5: 80%|███████████████████████████████▉ | 180800/226747 [4:36:51<1:09:44, 10.98it/s][Batch 180800/226747] G_loss: 2.1107, D_loss: 0.0390
Epoch 5/5: 80%|███████████████████████████████▉ | 181000/226747 [4:37:10<1:09:27, 10.98it/s][Batch 181000/226747] G_loss: 2.3398, D_loss: 0.0524
Epoch 5/5: 80%|███████████████████████████████▉ | 181200/226747 [4:37:28<1:09:12, 10.97it/s][Batch 181200/226747] G_loss: 2.2948, D_loss: 0.0254
Epoch 5/5: 80%|████████████████████████████████ | 181400/226747 [4:37:46<1:08:47, 10.99it/s][Batch 181400/226747] G_loss: 2.1956, D_loss: 0.0638
Epoch 5/5: 80%|████████████████████████████████ | 181600/226747 [4:38:04<1:08:42, 10.95it/s][Batch 181600/226747] G_loss: 2.3862, D_loss: 0.0211
Epoch 5/5: 80%|████████████████████████████████ | 181800/226747 [4:38:22<1:08:08, 10.99it/s][Batch 181800/226747] G_loss: 2.2123, D_loss: 0.0496
Epoch 5/5: 80%|████████████████████████████████ | 182000/226747 [4:38:41<1:07:58, 10.97it/s][Batch 182000/226747] G_loss: 2.1559, D_loss: 0.0439
Epoch 5/5: 80%|████████████████████████████████▏ | 182200/226747 [4:38:59<1:07:33, 10.99it/s][Batch 182200/226747] G_loss: 2.2209, D_loss: 0.0494
Epoch 5/5: 80%|████████████████████████████████▏ | 182400/226747 [4:39:17<1:07:05, 11.02it/s][Batch 182400/226747] G_loss: 2.2821, D_loss: 0.0202
Epoch 5/5: 81%|████████████████████████████████▏ | 182600/226747 [4:39:35<1:07:05, 10.97it/s][Batch 182600/226747] G_loss: 2.2897, D_loss: 0.0300
Epoch 5/5: 81%|████████████████████████████████▏ | 182800/226747 [4:39:54<1:06:46, 10.97it/s][Batch 182800/226747] G_loss: 2.5006, D_loss: 0.0192
Epoch 5/5: 81%|████████████████████████████████▎ | 183000/226747 [4:40:12<1:06:34, 10.95it/s][Batch 183000/226747] G_loss: 2.1276, D_loss: 0.0661
Epoch 5/5: 81%|████████████████████████████████▎ | 183200/226747 [4:40:30<1:06:09, 10.97it/s][Batch 183200/226747] G_loss: 2.2546, D_loss: 0.0427
Epoch 5/5: 81%|████████████████████████████████▎ | 183400/226747 [4:40:48<1:05:46, 10.98it/s][Batch 183400/226747] G_loss: 2.2894, D_loss: 0.0452
Epoch 5/5: 81%|████████████████████████████████▍ | 183600/226747 [4:41:07<1:05:31, 10.98it/s][Batch 183600/226747] G_loss: 2.1560, D_loss: 0.0322
Epoch 5/5: 81%|████████████████████████████████▍ | 183800/226747 [4:41:25<1:05:12, 10.98it/s][Batch 183800/226747] G_loss: 2.3645, D_loss: 0.0441
Epoch 5/5: 81%|████████████████████████████████▍ | 184000/226747 [4:41:43<1:04:54, 10.98it/s][Batch 184000/226747] G_loss: 2.1938, D_loss: 0.0484
Epoch 5/5: 81%|████████████████████████████████▍ | 184200/226747 [4:42:01<1:06:08, 10.72it/s][Batch 184200/226747] G_loss: 2.1190, D_loss: 0.0549
Epoch 5/5: 81%|████████████████████████████████▌ | 184400/226747 [4:42:20<1:04:16, 10.98it/s][Batch 184400/226747] G_loss: 2.3300, D_loss: 0.0597
Epoch 5/5: 81%|████████████████████████████████▌ | 184600/226747 [4:42:38<1:04:04, 10.96it/s][Batch 184600/226747] G_loss: 2.2899, D_loss: 0.0227
Epoch 5/5: 82%|████████████████████████████████▌ | 184800/226747 [4:42:56<1:03:41, 10.98it/s][Batch 184800/226747] G_loss: 2.2093, D_loss: 0.0399
Epoch 5/5: 82%|████████████████████████████████▋ | 185000/226747 [4:43:14<1:03:22, 10.98it/s][Batch 185000/226747] G_loss: 2.4712, D_loss: 0.0271
Epoch 5/5: 82%|████████████████████████████████▋ | 185200/226747 [4:43:32<1:02:53, 11.01it/s][Batch 185200/226747] G_loss: 2.4171, D_loss: 0.0583
Epoch 5/5: 82%|████████████████████████████████▋ | 185400/226747 [4:43:51<1:02:48, 10.97it/s][Batch 185400/226747] G_loss: 2.3175, D_loss: 0.0329
Epoch 5/5: 82%|████████████████████████████████▋ | 185600/226747 [4:44:09<1:02:19, 11.00it/s][Batch 185600/226747] G_loss: 2.3931, D_loss: 0.0418
Epoch 5/5: 82%|████████████████████████████████▊ | 185800/226747 [4:44:27<1:02:10, 10.98it/s][Batch 185800/226747] G_loss: 2.3291, D_loss: 0.0368
Epoch 5/5: 82%|████████████████████████████████▊ | 186000/226747 [4:44:45<1:01:59, 10.95it/s][Batch 186000/226747] G_loss: 2.1962, D_loss: 0.0327
Epoch 5/5: 82%|████████████████████████████████▊ | 186200/226747 [4:45:04<1:01:33, 10.98it/s][Batch 186200/226747] G_loss: 2.3440, D_loss: 0.0220
Epoch 5/5: 82%|████████████████████████████████▉ | 186400/226747 [4:45:22<1:01:13, 10.98it/s][Batch 186400/226747] G_loss: 2.3053, D_loss: 0.0359
Epoch 5/5: 82%|████████████████████████████████▉ | 186600/226747 [4:45:40<1:00:48, 11.00it/s][Batch 186600/226747] G_loss: 2.2426, D_loss: 0.0417
Epoch 5/5: 82%|████████████████████████████████▉ | 186800/226747 [4:45:58<1:00:41, 10.97it/s][Batch 186800/226747] G_loss: 2.4180, D_loss: 0.0250
Epoch 5/5: 82%|████████████████████████████████▉ | 187000/226747 [4:46:17<1:00:28, 10.95it/s][Batch 187000/226747] G_loss: 2.2005, D_loss: 0.0320
Epoch 5/5: 83%|██████████████████████████████████▋ | 187200/226747 [4:46:35<59:51, 11.01it/s][Batch 187200/226747] G_loss: 2.4586, D_loss: 0.0199
Epoch 5/5: 83%|██████████████████████████████████▋ | 187400/226747 [4:46:53<59:51, 10.96it/s][Batch 187400/226747] G_loss: 2.3118, D_loss: 0.0174
Epoch 5/5: 83%|██████████████████████████████████▋ | 187600/226747 [4:47:11<59:17, 11.00it/s][Batch 187600/226747] G_loss: 2.2878, D_loss: 0.0193
Epoch 5/5: 83%|██████████████████████████████████▊ | 187800/226747 [4:47:30<59:14, 10.96it/s][Batch 187800/226747] G_loss: 2.2787, D_loss: 0.0243
Epoch 5/5: 83%|██████████████████████████████████▊ | 188000/226747 [4:47:48<58:57, 10.95it/s][Batch 188000/226747] G_loss: 2.4354, D_loss: 0.0405
Epoch 5/5: 83%|██████████████████████████████████▊ | 188200/226747 [4:48:06<58:38, 10.95it/s][Batch 188200/226747] G_loss: 2.4202, D_loss: 0.0288
Epoch 5/5: 83%|██████████████████████████████████▉ | 188400/226747 [4:48:24<58:18, 10.96it/s][Batch 188400/226747] G_loss: 2.2153, D_loss: 0.0316
Epoch 5/5: 83%|██████████████████████████████████▉ | 188600/226747 [4:48:42<58:01, 10.96it/s][Batch 188600/226747] G_loss: 2.1915, D_loss: 0.0954
Epoch 5/5: 83%|██████████████████████████████████▉ | 188800/226747 [4:49:01<57:38, 10.97it/s][Batch 188800/226747] G_loss: 2.4429, D_loss: 0.0395
Epoch 5/5: 83%|███████████████████████████████████ | 189000/226747 [4:49:19<57:23, 10.96it/s][Batch 189000/226747] G_loss: 2.5278, D_loss: 0.0449
Epoch 5/5: 83%|███████████████████████████████████ | 189200/226747 [4:49:37<57:02, 10.97it/s][Batch 189200/226747] G_loss: 2.2885, D_loss: 0.0425
Epoch 5/5: 84%|███████████████████████████████████ | 189400/226747 [4:49:55<56:43, 10.97it/s][Batch 189400/226747] G_loss: 2.4850, D_loss: 0.0491
Epoch 5/5: 84%|███████████████████████████████████ | 189600/226747 [4:50:14<56:14, 11.01it/s][Batch 189600/226747] G_loss: 2.3654, D_loss: 0.0384
Epoch 5/5: 84%|███████████████████████████████████▏ | 189800/226747 [4:50:32<56:08, 10.97it/s][Batch 189800/226747] G_loss: 2.2061, D_loss: 0.0404
Epoch 5/5: 84%|███████████████████████████████████▏ | 190000/226747 [4:50:50<55:48, 10.97it/s][Batch 190000/226747] G_loss: 2.2211, D_loss: 0.0472
Epoch 5/5: 84%|███████████████████████████████████▏ | 190200/226747 [4:51:08<55:33, 10.96it/s][Batch 190200/226747] G_loss: 2.3147, D_loss: 0.0436
Epoch 5/5: 84%|███████████████████████████████████▎ | 190400/226747 [4:51:26<55:12, 10.97it/s][Batch 190400/226747] G_loss: 2.3498, D_loss: 0.0274
Epoch 5/5: 84%|███████████████████████████████████▎ | 190600/226747 [4:51:45<54:57, 10.96it/s][Batch 190600/226747] G_loss: 2.2661, D_loss: 0.0621
Epoch 5/5: 84%|███████████████████████████████████▎ | 190800/226747 [4:52:03<54:32, 10.98it/s][Batch 190800/226747] G_loss: 2.3037, D_loss: 0.0279
Epoch 5/5: 84%|███████████████████████████████████▍ | 191000/226747 [4:52:21<54:20, 10.96it/s][Batch 191000/226747] G_loss: 2.4254, D_loss: 0.0264
Epoch 5/5: 84%|███████████████████████████████████▍ | 191200/226747 [4:52:39<53:57, 10.98it/s][Batch 191200/226747] G_loss: 2.2719, D_loss: 0.0334
Epoch 5/5: 84%|███████████████████████████████████▍ | 191400/226747 [4:52:58<53:39, 10.98it/s][Batch 191400/226747] G_loss: 2.2912, D_loss: 0.0295
Epoch 5/5: 84%|███████████████████████████████████▍ | 191600/226747 [4:53:16<53:24, 10.97it/s][Batch 191600/226747] G_loss: 2.0817, D_loss: 0.0484
Epoch 5/5: 85%|███████████████████████████████████▌ | 191800/226747 [4:53:34<53:03, 10.98it/s][Batch 191800/226747] G_loss: 2.3263, D_loss: 0.0242
Epoch 5/5: 85%|███████████████████████████████████▌ | 192000/226747 [4:53:52<52:43, 10.98it/s][Batch 192000/226747] G_loss: 2.2880, D_loss: 0.0285
Epoch 5/5: 85%|███████████████████████████████████▌ | 192200/226747 [4:54:10<52:28, 10.97it/s][Batch 192200/226747] G_loss: 2.0162, D_loss: 0.0845
Epoch 5/5: 85%|███████████████████████████████████▋ | 192400/226747 [4:54:29<52:14, 10.96it/s][Batch 192400/226747] G_loss: 2.0844, D_loss: 0.1312
Epoch 5/5: 85%|███████████████████████████████████▋ | 192600/226747 [4:54:47<51:52, 10.97it/s][Batch 192600/226747] G_loss: 2.4084, D_loss: 0.0242
Epoch 5/5: 85%|███████████████████████████████████▋ | 192800/226747 [4:55:05<51:34, 10.97it/s][Batch 192800/226747] G_loss: 2.3206, D_loss: 0.0489
Epoch 5/5: 85%|███████████████████████████████████▋ | 193000/226747 [4:55:24<51:09, 10.99it/s][Batch 193000/226747] G_loss: 2.3350, D_loss: 0.0219
Epoch 5/5: 85%|███████████████████████████████████▊ | 193200/226747 [4:55:42<50:54, 10.98it/s][Batch 193200/226747] G_loss: 2.3725, D_loss: 0.0276
Epoch 5/5: 85%|███████████████████████████████████▊ | 193400/226747 [4:56:00<50:37, 10.98it/s][Batch 193400/226747] G_loss: 2.2982, D_loss: 0.0265
Epoch 5/5: 85%|███████████████████████████████████▊ | 193600/226747 [4:56:18<50:22, 10.97it/s][Batch 193600/226747] G_loss: 2.1846, D_loss: 0.0478
Epoch 5/5: 85%|███████████████████████████████████▉ | 193800/226747 [4:56:36<49:58, 10.99it/s][Batch 193800/226747] G_loss: 2.2754, D_loss: 0.0320
Epoch 5/5: 86%|███████████████████████████████████▉ | 194000/226747 [4:56:55<49:36, 11.00it/s][Batch 194000/226747] G_loss: 2.3645, D_loss: 0.0285
Epoch 5/5: 86%|███████████████████████████████████▉ | 194200/226747 [4:57:13<49:30, 10.96it/s][Batch 194200/226747] G_loss: 2.2763, D_loss: 0.0203
Epoch 5/5: 86%|████████████████████████████████████ | 194400/226747 [4:57:31<49:04, 10.99it/s][Batch 194400/226747] G_loss: 2.3320, D_loss: 0.0177
Epoch 5/5: 86%|████████████████████████████████████ | 194601/226747 [4:57:50<49:10, 10.90it/s][Batch 194600/226747] G_loss: 2.2026, D_loss: 0.0310
Epoch 5/5: 86%|████████████████████████████████████ | 194801/226747 [4:58:08<48:34, 10.96it/s][Batch 194800/226747] G_loss: 2.3392, D_loss: 0.0324
Epoch 5/5: 86%|████████████████████████████████████ | 195001/226747 [4:58:26<48:17, 10.96it/s][Batch 195000/226747] G_loss: 2.3490, D_loss: 0.0342
Epoch 5/5: 86%|████████████████████████████████████▏ | 195201/226747 [4:58:44<47:53, 10.98it/s][Batch 195200/226747] G_loss: 2.3921, D_loss: 0.0229
Epoch 5/5: 86%|████████████████████████████████████▏ | 195401/226747 [4:59:02<47:41, 10.95it/s][Batch 195400/226747] G_loss: 2.3843, D_loss: 0.0235
Epoch 5/5: 86%|████████████████████████████████████▏ | 195601/226747 [4:59:21<47:21, 10.96it/s][Batch 195600/226747] G_loss: 2.2131, D_loss: 0.0412
Epoch 5/5: 86%|████████████████████████████████████▎ | 195801/226747 [4:59:39<46:59, 10.98it/s][Batch 195800/226747] G_loss: 2.5155, D_loss: 0.0506
Epoch 5/5: 86%|████████████████████████████████████▎ | 196001/226747 [4:59:57<46:46, 10.96it/s][Batch 196000/226747] G_loss: 2.2809, D_loss: 0.0364
Epoch 5/5: 87%|████████████████████████████████████▎ | 196201/226747 [5:00:15<46:25, 10.97it/s][Batch 196200/226747] G_loss: 2.3557, D_loss: 0.0505
Epoch 5/5: 87%|████████████████████████████████████▍ | 196401/226747 [5:00:34<46:08, 10.96it/s][Batch 196400/226747] G_loss: 2.3375, D_loss: 0.0261
Epoch 5/5: 87%|████████████████████████████████████▍ | 196601/226747 [5:00:52<45:50, 10.96it/s][Batch 196600/226747] G_loss: 2.0210, D_loss: 0.0811
Epoch 5/5: 87%|████████████████████████████████████▍ | 196801/226747 [5:01:10<45:30, 10.97it/s][Batch 196800/226747] G_loss: 2.0722, D_loss: 0.0645
Epoch 5/5: 87%|████████████████████████████████████▍ | 197001/226747 [5:01:28<45:14, 10.96it/s][Batch 197000/226747] G_loss: 2.1687, D_loss: 0.1115
Epoch 5/5: 87%|████████████████████████████████████▌ | 197201/226747 [5:01:47<44:54, 10.97it/s][Batch 197200/226747] G_loss: 2.3563, D_loss: 0.0259
Epoch 5/5: 87%|████████████████████████████████████▌ | 197401/226747 [5:02:05<44:37, 10.96it/s][Batch 197400/226747] G_loss: 2.3434, D_loss: 0.0329
Epoch 5/5: 87%|████████████████████████████████████▌ | 197601/226747 [5:02:23<44:18, 10.96it/s][Batch 197600/226747] G_loss: 2.4180, D_loss: 0.0486
Epoch 5/5: 87%|████████████████████████████████████▋ | 197801/226747 [5:02:41<43:58, 10.97it/s][Batch 197800/226747] G_loss: 2.3390, D_loss: 0.0300
Epoch 5/5: 87%|████████████████████████████████████▋ | 198001/226747 [5:03:00<43:46, 10.95it/s][Batch 198000/226747] G_loss: 2.3291, D_loss: 0.0357
Epoch 5/5: 87%|████████████████████████████████████▋ | 198201/226747 [5:03:18<43:16, 11.00it/s][Batch 198200/226747] G_loss: 2.5054, D_loss: 0.0340
Epoch 5/5: 87%|████████████████████████████████████▋ | 198401/226747 [5:03:36<43:06, 10.96it/s][Batch 198400/226747] G_loss: 2.3140, D_loss: 0.0436
Epoch 5/5: 88%|████████████████████████████████████▊ | 198601/226747 [5:03:54<42:52, 10.94it/s][Batch 198600/226747] G_loss: 2.3599, D_loss: 0.0233
Epoch 5/5: 88%|████████████████████████████████████▊ | 198801/226747 [5:04:12<42:19, 11.00it/s][Batch 198800/226747] G_loss: 2.2926, D_loss: 0.0201
Epoch 5/5: 88%|████████████████████████████████████▊ | 199001/226747 [5:04:31<42:10, 10.97it/s][Batch 199000/226747] G_loss: 2.3844, D_loss: 0.0370
Epoch 5/5: 88%|████████████████████████████████████▉ | 199201/226747 [5:04:49<42:34, 10.78it/s][Batch 199200/226747] G_loss: 2.3169, D_loss: 0.0142
Epoch 5/5: 88%|████████████████████████████████████▉ | 199401/226747 [5:05:07<41:24, 11.01it/s][Batch 199400/226747] G_loss: 2.1347, D_loss: 0.0595
Epoch 5/5: 88%|████████████████████████████████████▉ | 199601/226747 [5:05:25<41:20, 10.95it/s][Batch 199600/226747] G_loss: 2.3080, D_loss: 0.0277
Epoch 5/5: 88%|█████████████████████████████████████ | 199801/226747 [5:05:44<41:00, 10.95it/s][Batch 199800/226747] G_loss: 2.3239, D_loss: 0.0261
Epoch 5/5: 88%|█████████████████████████████████████ | 200001/226747 [5:06:02<40:43, 10.95it/s][Batch 200000/226747] G_loss: 2.2482, D_loss: 0.0338
Epoch 5/5: 88%|█████████████████████████████████████ | 200201/226747 [5:06:20<40:24, 10.95it/s][Batch 200200/226747] G_loss: 2.2184, D_loss: 0.0251
Epoch 5/5: 88%|█████████████████████████████████████ | 200401/226747 [5:06:38<40:06, 10.95it/s][Batch 200400/226747] G_loss: 2.3168, D_loss: 0.0381
Epoch 5/5: 88%|█████████████████████████████████████▏ | 200601/226747 [5:06:57<39:43, 10.97it/s][Batch 200600/226747] G_loss: 2.3268, D_loss: 0.0387
Epoch 5/5: 89%|█████████████████████████████████████▏ | 200801/226747 [5:07:15<39:30, 10.95it/s][Batch 200800/226747] G_loss: 2.2268, D_loss: 0.0424
Epoch 5/5: 89%|█████████████████████████████████████▏ | 201001/226747 [5:07:33<39:02, 10.99it/s][Batch 201000/226747] G_loss: 2.1748, D_loss: 0.0544
Epoch 5/5: 89%|█████████████████████████████████████▎ | 201201/226747 [5:07:51<38:51, 10.96it/s][Batch 201200/226747] G_loss: 2.2966, D_loss: 0.0323
Epoch 5/5: 89%|█████████████████████████████████████▎ | 201401/226747 [5:08:10<38:29, 10.97it/s][Batch 201400/226747] G_loss: 2.4532, D_loss: 0.0172
Epoch 5/5: 89%|█████████████████████████████████████▎ | 201601/226747 [5:08:28<38:15, 10.96it/s][Batch 201600/226747] G_loss: 2.1244, D_loss: 0.0295
Epoch 5/5: 89%|█████████████████████████████████████▍ | 201801/226747 [5:08:46<37:58, 10.95it/s][Batch 201800/226747] G_loss: 2.2758, D_loss: 0.0224
Epoch 5/5: 89%|█████████████████████████████████████▍ | 202001/226747 [5:09:04<37:33, 10.98it/s][Batch 202000/226747] G_loss: 2.2613, D_loss: 0.0420
Epoch 5/5: 89%|█████████████████████████████████████▍ | 202201/226747 [5:09:22<37:22, 10.95it/s][Batch 202200/226747] G_loss: 2.3200, D_loss: 0.0366
Epoch 5/5: 89%|█████████████████████████████████████▍ | 202401/226747 [5:09:41<37:04, 10.95it/s][Batch 202400/226747] G_loss: 2.3278, D_loss: 0.0618
Epoch 5/5: 89%|█████████████████████████████████████▌ | 202601/226747 [5:09:59<36:44, 10.95it/s][Batch 202600/226747] G_loss: 2.3431, D_loss: 0.0234
Epoch 5/5: 89%|█████████████████████████████████████▌ | 202801/226747 [5:10:17<36:25, 10.96it/s][Batch 202800/226747] G_loss: 2.3398, D_loss: 0.0199
Epoch 5/5: 90%|█████████████████████████████████████▌ | 203001/226747 [5:10:35<36:01, 10.99it/s][Batch 203000/226747] G_loss: 2.3171, D_loss: 0.0221
Epoch 5/5: 90%|█████████████████████████████████████▋ | 203201/226747 [5:10:54<35:52, 10.94it/s][Batch 203200/226747] G_loss: 2.2516, D_loss: 0.0229
Epoch 5/5: 90%|█████████████████████████████████████▋ | 203401/226747 [5:11:12<35:29, 10.96it/s][Batch 203400/226747] G_loss: 2.3613, D_loss: 0.0322
Epoch 5/5: 90%|█████████████████████████████████████▋ | 203601/226747 [5:11:30<35:12, 10.96it/s][Batch 203600/226747] G_loss: 2.1916, D_loss: 0.0203
Epoch 5/5: 90%|█████████████████████████████████████▋ | 203801/226747 [5:11:48<34:52, 10.97it/s][Batch 203800/226747] G_loss: 2.3350, D_loss: 0.0428
Epoch 5/5: 90%|█████████████████████████████████████▊ | 204001/226747 [5:12:06<34:38, 10.94it/s][Batch 204000/226747] G_loss: 2.1884, D_loss: 0.0880
Epoch 5/5: 90%|█████████████████████████████████████▊ | 204201/226747 [5:12:25<34:18, 10.95it/s][Batch 204200/226747] G_loss: 2.2948, D_loss: 0.0202
Epoch 5/5: 90%|█████████████████████████████████████▊ | 204401/226747 [5:12:43<33:58, 10.96it/s][Batch 204400/226747] G_loss: 2.3491, D_loss: 0.0309
Epoch 5/5: 90%|█████████████████████████████████████▉ | 204601/226747 [5:13:01<33:43, 10.95it/s][Batch 204600/226747] G_loss: 2.3287, D_loss: 0.0224
Epoch 5/5: 90%|█████████████████████████████████████▉ | 204801/226747 [5:13:19<33:21, 10.97it/s][Batch 204800/226747] G_loss: 2.2467, D_loss: 0.0282
Epoch 5/5: 90%|█████████████████████████████████████▉ | 205001/226747 [5:13:38<33:03, 10.97it/s][Batch 205000/226747] G_loss: 2.5710, D_loss: 0.0857
Epoch 5/5: 90%|██████████████████████████████████████ | 205201/226747 [5:13:56<32:44, 10.97it/s][Batch 205200/226747] G_loss: 2.1590, D_loss: 0.0519
Epoch 5/5: 91%|██████████████████████████████████████ | 205401/226747 [5:14:14<32:28, 10.95it/s][Batch 205400/226747] G_loss: 2.1177, D_loss: 0.0860
Epoch 5/5: 91%|██████████████████████████████████████ | 205601/226747 [5:14:32<32:10, 10.95it/s][Batch 205600/226747] G_loss: 2.2940, D_loss: 0.1178
Epoch 5/5: 91%|██████████████████████████████████████ | 205801/226747 [5:14:51<31:50, 10.96it/s][Batch 205800/226747] G_loss: 2.2424, D_loss: 0.0617
Epoch 5/5: 91%|██████████████████████████████████████▏ | 206001/226747 [5:15:09<31:32, 10.96it/s][Batch 206000/226747] G_loss: 2.4262, D_loss: 0.0255
Epoch 5/5: 91%|██████████████████████████████████████▏ | 206201/226747 [5:15:27<31:08, 11.00it/s][Batch 206200/226747] G_loss: 2.0665, D_loss: 0.0626
Epoch 5/5: 91%|██████████████████████████████████████▏ | 206401/226747 [5:15:45<31:00, 10.94it/s][Batch 206400/226747] G_loss: 2.4212, D_loss: 0.0332
Epoch 5/5: 91%|██████████████████████████████████████▎ | 206601/226747 [5:16:04<30:35, 10.97it/s][Batch 206600/226747] G_loss: 2.4208, D_loss: 0.0215
Epoch 5/5: 91%|██████████████████████████████████████▎ | 206801/226747 [5:16:22<30:19, 10.96it/s][Batch 206800/226747] G_loss: 2.4400, D_loss: 0.0481
Epoch 5/5: 91%|██████████████████████████████████████▎ | 207001/226747 [5:16:40<30:04, 10.94it/s][Batch 207000/226747] G_loss: 2.3053, D_loss: 0.0265
Epoch 5/5: 91%|██████████████████████████████████████▍ | 207201/226747 [5:16:58<29:45, 10.95it/s][Batch 207200/226747] G_loss: 2.2578, D_loss: 0.0328
Epoch 5/5: 91%|██████████████████████████████████████▍ | 207401/226747 [5:17:17<29:26, 10.95it/s][Batch 207400/226747] G_loss: 2.3530, D_loss: 0.0281
Epoch 5/5: 92%|██████████████████████████████████████▍ | 207601/226747 [5:17:35<29:05, 10.97it/s][Batch 207600/226747] G_loss: 2.3934, D_loss: 0.0252
Epoch 5/5: 92%|██████████████████████████████████████▍ | 207801/226747 [5:17:53<28:45, 10.98it/s][Batch 207800/226747] G_loss: 2.1681, D_loss: 0.0378
Epoch 5/5: 92%|██████████████████████████████████████▌ | 208001/226747 [5:18:11<28:30, 10.96it/s][Batch 208000/226747] G_loss: 2.3411, D_loss: 0.0343
Epoch 5/5: 92%|██████████████████████████████████████▌ | 208201/226747 [5:18:29<28:11, 10.97it/s][Batch 208200/226747] G_loss: 2.3988, D_loss: 0.0167
Epoch 5/5: 92%|██████████████████████████████████████▌ | 208401/226747 [5:18:48<27:53, 10.96it/s][Batch 208400/226747] G_loss: 2.2351, D_loss: 0.0393
Epoch 5/5: 92%|██████████████████████████████████████▋ | 208601/226747 [5:19:06<27:29, 11.00it/s][Batch 208600/226747] G_loss: 2.3314, D_loss: 0.0275
Epoch 5/5: 92%|██████████████████████████████████████▋ | 208801/226747 [5:19:24<27:17, 10.96it/s][Batch 208800/226747] G_loss: 2.2977, D_loss: 0.0306
Epoch 5/5: 92%|██████████████████████████████████████▋ | 209001/226747 [5:19:42<27:01, 10.94it/s][Batch 209000/226747] G_loss: 2.1739, D_loss: 0.0377
Epoch 5/5: 92%|██████████████████████████████████████▋ | 209201/226747 [5:20:01<26:37, 10.98it/s][Batch 209200/226747] G_loss: 2.2337, D_loss: 0.0426
Epoch 5/5: 92%|██████████████████████████████████████▊ | 209401/226747 [5:20:19<26:18, 10.99it/s][Batch 209400/226747] G_loss: 2.2979, D_loss: 0.0242
Epoch 5/5: 92%|██████████████████████████████████████▊ | 209601/226747 [5:20:37<26:05, 10.95it/s][Batch 209600/226747] G_loss: 2.1700, D_loss: 0.0242
Epoch 5/5: 93%|██████████████████████████████████████▊ | 209801/226747 [5:20:55<25:47, 10.95it/s][Batch 209800/226747] G_loss: 2.1986, D_loss: 0.0287
Epoch 5/5: 93%|██████████████████████████████████████▉ | 210001/226747 [5:21:13<25:30, 10.94it/s][Batch 210000/226747] G_loss: 2.2774, D_loss: 0.0322
Epoch 5/5: 93%|██████████████████████████████████████▉ | 210201/226747 [5:21:32<25:08, 10.97it/s][Batch 210200/226747] G_loss: 2.2343, D_loss: 0.0626
Epoch 5/5: 93%|██████████████████████████████████████▉ | 210401/226747 [5:21:50<24:50, 10.97it/s][Batch 210400/226747] G_loss: 2.1801, D_loss: 0.0449
Epoch 5/5: 93%|███████████████████████████████████████ | 210601/226747 [5:22:08<24:33, 10.96it/s][Batch 210600/226747] G_loss: 2.4841, D_loss: 0.0333
Epoch 5/5: 93%|███████████████████████████████████████ | 210801/226747 [5:22:26<24:16, 10.95it/s][Batch 210800/226747] G_loss: 2.2592, D_loss: 0.0388
Epoch 5/5: 93%|███████████████████████████████████████ | 211001/226747 [5:22:45<23:56, 10.96it/s][Batch 211000/226747] G_loss: 2.2466, D_loss: 0.0324
Epoch 5/5: 93%|███████████████████████████████████████ | 211201/226747 [5:23:03<23:38, 10.96it/s][Batch 211200/226747] G_loss: 2.2106, D_loss: 0.0487
Epoch 5/5: 93%|███████████████████████████████████████▏ | 211401/226747 [5:23:21<23:20, 10.96it/s][Batch 211400/226747] G_loss: 2.4374, D_loss: 0.0903
Epoch 5/5: 93%|███████████████████████████████████████▏ | 211601/226747 [5:23:39<23:02, 10.96it/s][Batch 211600/226747] G_loss: 2.3994, D_loss: 0.0185
Epoch 5/5: 93%|███████████████████████████████████████▏ | 211801/226747 [5:23:58<22:41, 10.97it/s][Batch 211800/226747] G_loss: 2.2127, D_loss: 0.0672
Epoch 5/5: 93%|███████████████████████████████████████▎ | 212001/226747 [5:24:16<22:24, 10.97it/s][Batch 212000/226747] G_loss: 2.2865, D_loss: 0.0300
Epoch 5/5: 94%|███████████████████████████████████████▎ | 212201/226747 [5:24:34<22:06, 10.96it/s][Batch 212200/226747] G_loss: 2.3908, D_loss: 0.0250
Epoch 5/5: 94%|███████████████████████████████████████▎ | 212401/226747 [5:24:52<21:48, 10.96it/s][Batch 212400/226747] G_loss: 2.3119, D_loss: 0.0178
Epoch 5/5: 94%|███████████████████████████████████████▍ | 212601/226747 [5:25:11<21:30, 10.96it/s][Batch 212600/226747] G_loss: 2.2934, D_loss: 0.0427
Epoch 5/5: 94%|███████████████████████████████████████▍ | 212801/226747 [5:25:29<21:13, 10.95it/s][Batch 212800/226747] G_loss: 2.2404, D_loss: 0.0373
Epoch 5/5: 94%|███████████████████████████████████████▍ | 213001/226747 [5:25:47<20:55, 10.95it/s][Batch 213000/226747] G_loss: 2.4132, D_loss: 0.0335
Epoch 5/5: 94%|███████████████████████████████████████▍ | 213201/226747 [5:26:05<20:37, 10.95it/s][Batch 213200/226747] G_loss: 2.2700, D_loss: 0.0420
Epoch 5/5: 94%|███████████████████████████████████████▌ | 213401/226747 [5:26:24<20:20, 10.94it/s][Batch 213400/226747] G_loss: 2.2357, D_loss: 0.0615
Epoch 5/5: 94%|███████████████████████████████████████▌ | 213601/226747 [5:26:42<19:58, 10.97it/s][Batch 213600/226747] G_loss: 2.1414, D_loss: 0.0473
Epoch 5/5: 94%|███████████████████████████████████████▌ | 213801/226747 [5:27:00<19:41, 10.96it/s][Batch 213800/226747] G_loss: 2.1733, D_loss: 0.0552
Epoch 5/5: 94%|███████████████████████████████████████▋ | 214001/226747 [5:27:18<19:24, 10.95it/s][Batch 214000/226747] G_loss: 2.3563, D_loss: 0.0391
Epoch 5/5: 94%|███████████████████████████████████████▋ | 214201/226747 [5:27:37<19:56, 10.49it/s][Batch 214200/226747] G_loss: 2.3232, D_loss: 0.0112
Epoch 5/5: 95%|███████████████████████████████████████▋ | 214401/226747 [5:27:55<18:43, 10.98it/s][Batch 214400/226747] G_loss: 2.5149, D_loss: 0.0131
Epoch 5/5: 95%|███████████████████████████████████████▊ | 214601/226747 [5:28:13<18:30, 10.94it/s][Batch 214600/226747] G_loss: 2.2677, D_loss: 0.0319
Epoch 5/5: 95%|███████████████████████████████████████▊ | 214801/226747 [5:28:31<18:09, 10.96it/s][Batch 214800/226747] G_loss: 2.1941, D_loss: 0.0266
Epoch 5/5: 95%|███████████████████████████████████████▊ | 215001/226747 [5:28:49<17:52, 10.95it/s][Batch 215000/226747] G_loss: 2.2196, D_loss: 0.0352
Epoch 5/5: 95%|███████████████████████████████████████▊ | 215201/226747 [5:29:08<17:34, 10.95it/s][Batch 215200/226747] G_loss: 2.1925, D_loss: 0.0266
Epoch 5/5: 95%|███████████████████████████████████████▉ | 215401/226747 [5:29:26<17:15, 10.96it/s][Batch 215400/226747] G_loss: 2.1910, D_loss: 0.0219
Epoch 5/5: 95%|███████████████████████████████████████▉ | 215601/226747 [5:29:44<16:57, 10.95it/s][Batch 215600/226747] G_loss: 2.2761, D_loss: 0.0191
Epoch 5/5: 95%|███████████████████████████████████████▉ | 215801/226747 [5:30:02<16:39, 10.95it/s][Batch 215800/226747] G_loss: 2.3036, D_loss: 0.0344
Epoch 5/5: 95%|████████████████████████████████████████ | 216001/226747 [5:30:21<16:14, 11.02it/s][Batch 216000/226747] G_loss: 2.2802, D_loss: 0.0321
Epoch 5/5: 95%|████████████████████████████████████████ | 216201/226747 [5:30:39<15:57, 11.02it/s][Batch 216200/226747] G_loss: 2.2597, D_loss: 0.0435
Epoch 5/5: 95%|████████████████████████████████████████ | 216401/226747 [5:30:57<15:38, 11.02it/s][Batch 216400/226747] G_loss: 2.2373, D_loss: 0.0578
Epoch 5/5: 96%|████████████████████████████████████████ | 216601/226747 [5:31:15<15:20, 11.02it/s][Batch 216600/226747] G_loss: 2.4009, D_loss: 0.0206
Epoch 5/5: 96%|████████████████████████████████████████▏ | 216801/226747 [5:31:33<15:02, 11.02it/s][Batch 216800/226747] G_loss: 2.3509, D_loss: 0.0399
Epoch 5/5: 96%|████████████████████████████████████████▏ | 217001/226747 [5:31:51<14:43, 11.03it/s][Batch 217000/226747] G_loss: 2.3506, D_loss: 0.0291
Epoch 5/5: 96%|████████████████████████████████████████▏ | 217201/226747 [5:32:09<14:26, 11.01it/s][Batch 217200/226747] G_loss: 2.2383, D_loss: 0.0280
Epoch 5/5: 96%|████████████████████████████████████████▎ | 217401/226747 [5:32:28<14:07, 11.03it/s][Batch 217400/226747] G_loss: 2.1841, D_loss: 0.0329
Epoch 5/5: 96%|████████████████████████████████████████▎ | 217601/226747 [5:32:46<13:49, 11.03it/s][Batch 217600/226747] G_loss: 2.1328, D_loss: 0.0714
Epoch 5/5: 96%|████████████████████████████████████████▎ | 217801/226747 [5:33:04<13:31, 11.02it/s][Batch 217800/226747] G_loss: 2.3417, D_loss: 0.0228
Epoch 5/5: 96%|████████████████████████████████████████▍ | 218001/226747 [5:33:22<13:14, 11.01it/s][Batch 218000/226747] G_loss: 2.1876, D_loss: 0.0233
Epoch 5/5: 96%|████████████████████████████████████████▍ | 218201/226747 [5:33:40<12:55, 11.02it/s][Batch 218200/226747] G_loss: 2.1878, D_loss: 0.0242
Epoch 5/5: 96%|████████████████████████████████████████▍ | 218401/226747 [5:33:58<12:36, 11.03it/s][Batch 218400/226747] G_loss: 2.1642, D_loss: 0.0407
Epoch 5/5: 96%|████████████████████████████████████████▍ | 218601/226747 [5:34:17<12:19, 11.01it/s][Batch 218600/226747] G_loss: 2.1918, D_loss: 0.0453
Epoch 5/5: 96%|████████████████████████████████████████▌ | 218801/226747 [5:34:35<12:01, 11.01it/s][Batch 218800/226747] G_loss: 2.2411, D_loss: 0.0356
Epoch 5/5: 97%|████████████████████████████████████████▌ | 219001/226747 [5:34:53<11:42, 11.02it/s][Batch 219000/226747] G_loss: 2.1992, D_loss: 0.0390
Epoch 5/5: 97%|████████████████████████████████████████▌ | 219201/226747 [5:35:11<11:24, 11.02it/s][Batch 219200/226747] G_loss: 2.2333, D_loss: 0.0172
Epoch 5/5: 97%|████████████████████████████████████████▋ | 219401/226747 [5:35:29<11:06, 11.02it/s][Batch 219400/226747] G_loss: 2.3815, D_loss: 0.0164
Epoch 5/5: 97%|████████████████████████████████████████▋ | 219601/226747 [5:35:47<10:49, 11.01it/s][Batch 219600/226747] G_loss: 2.4607, D_loss: 0.0193
Epoch 5/5: 97%|████████████████████████████████████████▋ | 219801/226747 [5:36:05<10:30, 11.01it/s][Batch 219800/226747] G_loss: 2.3926, D_loss: 0.0283
Epoch 5/5: 97%|████████████████████████████████████████▊ | 220001/226747 [5:36:24<10:15, 10.97it/s][Batch 220000/226747] G_loss: 2.3338, D_loss: 0.0234
Epoch 5/5: 97%|████████████████████████████████████████▊ | 220201/226747 [5:36:42<09:54, 11.02it/s][Batch 220200/226747] G_loss: 2.5326, D_loss: 0.0225
Epoch 5/5: 97%|████████████████████████████████████████▊ | 220401/226747 [5:37:00<09:35, 11.02it/s][Batch 220400/226747] G_loss: 2.2640, D_loss: 0.0320
Epoch 5/5: 97%|████████████████████████████████████████▊ | 220601/226747 [5:37:18<09:18, 11.01it/s][Batch 220600/226747] G_loss: 2.3912, D_loss: 0.0311
Epoch 5/5: 97%|████████████████████████████████████████▉ | 220801/226747 [5:37:36<08:59, 11.02it/s][Batch 220800/226747] G_loss: 2.0879, D_loss: 0.0606
Epoch 5/5: 97%|████████████████████████████████████████▉ | 221001/226747 [5:37:54<08:41, 11.02it/s][Batch 221000/226747] G_loss: 2.3079, D_loss: 0.0369
Epoch 5/5: 98%|████████████████████████████████████████▉ | 221201/226747 [5:38:13<08:22, 11.03it/s][Batch 221200/226747] G_loss: 2.2830, D_loss: 0.0457
Epoch 5/5: 98%|█████████████████████████████████████████ | 221401/226747 [5:38:31<08:05, 11.02it/s][Batch 221400/226747] G_loss: 2.2791, D_loss: 0.0161
Epoch 5/5: 98%|█████████████████████████████████████████ | 221601/226747 [5:38:49<07:47, 11.02it/s][Batch 221600/226747] G_loss: 2.2543, D_loss: 0.0406
Epoch 5/5: 98%|█████████████████████████████████████████ | 221801/226747 [5:39:07<07:28, 11.02it/s][Batch 221800/226747] G_loss: 2.1690, D_loss: 0.0146
Epoch 5/5: 98%|█████████████████████████████████████████ | 222001/226747 [5:39:25<07:11, 11.00it/s][Batch 222000/226747] G_loss: 2.1688, D_loss: 0.0299
Epoch 5/5: 98%|█████████████████████████████████████████▏| 222201/226747 [5:39:43<06:52, 11.02it/s][Batch 222200/226747] G_loss: 2.3198, D_loss: 0.0218
Epoch 5/5: 98%|█████████████████████████████████████████▏| 222401/226747 [5:40:01<06:34, 11.01it/s][Batch 222400/226747] G_loss: 2.2760, D_loss: 0.0289
Epoch 5/5: 98%|█████████████████████████████████████████▏| 222601/226747 [5:40:20<06:16, 11.02it/s][Batch 222600/226747] G_loss: 2.3449, D_loss: 0.0294
Epoch 5/5: 98%|█████████████████████████████████████████▎| 222801/226747 [5:40:38<05:58, 11.02it/s][Batch 222800/226747] G_loss: 2.3106, D_loss: 0.0460
Epoch 5/5: 98%|█████████████████████████████████████████▎| 223001/226747 [5:40:56<05:39, 11.02it/s][Batch 223000/226747] G_loss: 2.1294, D_loss: 0.0534
Epoch 5/5: 98%|█████████████████████████████████████████▎| 223201/226747 [5:41:14<05:21, 11.02it/s][Batch 223200/226747] G_loss: 2.3090, D_loss: 0.0245
Epoch 5/5: 99%|█████████████████████████████████████████▍| 223401/226747 [5:41:32<05:03, 11.01it/s][Batch 223400/226747] G_loss: 2.4076, D_loss: 0.0294
Epoch 5/5: 99%|█████████████████████████████████████████▍| 223601/226747 [5:41:50<04:45, 11.02it/s][Batch 223600/226747] G_loss: 2.1907, D_loss: 0.0551
Epoch 5/5: 99%|█████████████████████████████████████████▍| 223801/226747 [5:42:08<04:27, 11.02it/s][Batch 223800/226747] G_loss: 2.2504, D_loss: 0.0435
Epoch 5/5: 99%|█████████████████████████████████████████▍| 224001/226747 [5:42:27<04:09, 11.02it/s][Batch 224000/226747] G_loss: 2.3158, D_loss: 0.0331
Epoch 5/5: 99%|█████████████████████████████████████████▌| 224201/226747 [5:42:45<03:51, 11.01it/s][Batch 224200/226747] G_loss: 2.3815, D_loss: 0.0272
Epoch 5/5: 99%|█████████████████████████████████████████▌| 224401/226747 [5:43:03<03:32, 11.02it/s][Batch 224400/226747] G_loss: 2.2089, D_loss: 0.0732
Epoch 5/5: 99%|█████████████████████████████████████████▌| 224601/226747 [5:43:21<03:18, 10.84it/s][Batch 224600/226747] G_loss: 2.0959, D_loss: 0.1635
Epoch 5/5: 99%|█████████████████████████████████████████▋| 224801/226747 [5:43:39<02:56, 11.02it/s][Batch 224800/226747] G_loss: 2.2576, D_loss: 0.0760
Epoch 5/5: 99%|█████████████████████████████████████████▋| 225001/226747 [5:43:57<02:38, 11.02it/s][Batch 225000/226747] G_loss: 2.3457, D_loss: 0.0524
Epoch 5/5: 99%|█████████████████████████████████████████▋| 225201/226747 [5:44:16<02:20, 11.01it/s][Batch 225200/226747] G_loss: 2.2331, D_loss: 0.0762
Epoch 5/5: 99%|█████████████████████████████████████████▊| 225401/226747 [5:44:34<02:02, 11.02it/s][Batch 225400/226747] G_loss: 2.3742, D_loss: 0.0731
Epoch 5/5: 99%|█████████████████████████████████████████▊| 225601/226747 [5:44:52<01:44, 11.01it/s][Batch 225600/226747] G_loss: 2.0755, D_loss: 0.1082
Epoch 5/5: 100%|█████████████████████████████████████████▊| 225801/226747 [5:45:10<01:25, 11.01it/s][Batch 225800/226747] G_loss: 2.2655, D_loss: 0.0431
Epoch 5/5: 100%|█████████████████████████████████████████▊| 226001/226747 [5:45:28<01:08, 10.96it/s][Batch 226000/226747] G_loss: 2.2904, D_loss: 0.0619
Epoch 5/5: 100%|█████████████████████████████████████████▉| 226201/226747 [5:45:46<00:49, 11.02it/s][Batch 226200/226747] G_loss: 2.5880, D_loss: 0.0364
Epoch 5/5: 100%|█████████████████████████████████████████▉| 226401/226747 [5:46:05<00:31, 10.98it/s][Batch 226400/226747] G_loss: 2.3093, D_loss: 0.0348
Epoch 5/5: 100%|█████████████████████████████████████████▉| 226601/226747 [5:46:23<00:13, 11.01it/s][Batch 226600/226747] G_loss: 2.2634, D_loss: 0.0489
Epoch 5/5: 100%|██████████████████████████████████████████| 226747/226747 [5:46:56<00:00, 10.89it/s]
[Epoch 5/5] G_loss: 2.3110, D_loss: 0.0514
[INFO] Training complete! Models saved.
종료 코드 0(으)로 완료된 프로세스
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