Upload wgan_cifar10 checkpoints and training logs
Browse files- wgan_cifar10/ckpt/best/meta.pt +3 -0
- wgan_cifar10/ckpt/best/model.pt +3 -0
- wgan_cifar10/ckpt/best/optimizer.pt +3 -0
- wgan_cifar10/ckpt/step039999/meta.pt +3 -0
- wgan_cifar10/ckpt/step039999/model.pt +3 -0
- wgan_cifar10/ckpt/step039999/optimizer.pt +3 -0
- wgan_cifar10/config-2023-06-29-15-31-40.yaml +57 -0
- wgan_cifar10/output-2023-06-29-15-31-40.log +852 -0
- wgan_cifar10/samples.zip +3 -0
- wgan_cifar10/tensorboard/events.out.tfevents.1688052700.jason-system.4698.0 +3 -0
wgan_cifar10/ckpt/best/meta.pt
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version https://git-lfs.github.com/spec/v1
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oid sha256:fe9cc9e1733e4c4c213e07d7756f836c4c12eeb211b5164e5ed4cf9f875ea8ac
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size 425
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wgan_cifar10/ckpt/best/model.pt
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version https://git-lfs.github.com/spec/v1
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oid sha256:1172c714983868cff63df1d6457c26071fbd03252e0f7c6479520733cca9e128
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size 90682196
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wgan_cifar10/ckpt/best/optimizer.pt
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version https://git-lfs.github.com/spec/v1
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oid sha256:c5d67ea60a9516d311709bd253766180a0c2b23d01de34a6974b65a6779689fe
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size 90652559
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wgan_cifar10/ckpt/step039999/meta.pt
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version https://git-lfs.github.com/spec/v1
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oid sha256:8e7a378489a5f9d70e87f0b5523a463502db1f7ac14123eb79883dbf4abc7161
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size 425
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wgan_cifar10/ckpt/step039999/model.pt
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version https://git-lfs.github.com/spec/v1
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oid sha256:c8c230fa5cc39dcbdd77d7979838c9a4d457f3fbb483eb7eb3139ebc33082170
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size 90682196
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wgan_cifar10/ckpt/step039999/optimizer.pt
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version https://git-lfs.github.com/spec/v1
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oid sha256:8a7fec833e618e8f47d86c2ba4e249dc4a62d2c8c6271386caa91f316cb2f6dd
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size 90652559
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wgan_cifar10/config-2023-06-29-15-31-40.yaml
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seed: 5678
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data:
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name: CIFAR-10
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dataroot: /data/CIFAR-10/
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img_size: 32
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img_channels: 3
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dataloader:
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num_workers: 4
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pin_memory: true
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prefetch_factor: 2
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G:
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target: models.simple_cnn.Generator
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params:
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z_dim: 100
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dim: 256
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dim_mults:
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- 4
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- 2
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- 1
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out_dim: 3
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with_bn: true
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with_tanh: true
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D:
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target: models.simple_cnn.Discriminator
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params:
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in_dim: 3
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dim: 256
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dim_mults:
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- 1
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- 2
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- 4
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with_bn: true
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train:
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n_steps: 40000
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batch_size: 512
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d_iters: 5
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resume: null
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print_freq: 100
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save_freq: 10000
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sample_freq: 1000
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eval_freq: 1000
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n_samples: 64
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weight_clip:
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- -0.01
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- 0.01
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loss_fn:
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target: losses.wgan_loss.WGANLoss
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params:
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lambda_gp: 0.0
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optim_G:
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target: torch.optim.RMSprop
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params:
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lr: 0.0002
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optim_D:
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target: torch.optim.RMSprop
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params:
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lr: 0.0002
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wgan_cifar10/output-2023-06-29-15-31-40.log
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1 |
+
2023-06-29 15:31:40,233 - INFO - Experiment directory: ./runs/wgan_cifar10
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2 |
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2023-06-29 15:31:40,233 - INFO - Number of processes: 1
|
3 |
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2023-06-29 15:31:40,233 - INFO - Distributed type: DistributedType.NO
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2023-06-29 15:31:40,233 - INFO - Mixed precision: no
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2023-06-29 15:31:40,233 - INFO - ==============================
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2023-06-29 15:31:40,702 - INFO - Size of training set: 50000
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2023-06-29 15:31:40,702 - INFO - Batch size per process: 512
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2023-06-29 15:31:40,703 - INFO - Total batch size: 512
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2023-06-29 15:31:40,703 - INFO - ==============================
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2023-06-29 15:31:41,619 - INFO - Start training...
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2023-06-29 15:32:38,820 - INFO - [Train] step: 99, loss_D: -2.536046, lr_D: 0.000200
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2023-06-29 15:32:38,901 - INFO - [Train] step: 99, loss_G: 1.299868, lr_G: 0.000200
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13 |
+
2023-06-29 15:33:34,660 - INFO - [Train] step: 199, loss_D: -2.314827, lr_D: 0.000200
|
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+
2023-06-29 15:33:34,741 - INFO - [Train] step: 199, loss_G: 1.296806, lr_G: 0.000200
|
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+
2023-06-29 15:34:30,629 - INFO - [Train] step: 299, loss_D: -2.633831, lr_D: 0.000200
|
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+
2023-06-29 15:34:30,710 - INFO - [Train] step: 299, loss_G: 1.301573, lr_G: 0.000200
|
17 |
+
2023-06-29 15:35:26,719 - INFO - [Train] step: 399, loss_D: -2.871247, lr_D: 0.000200
|
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+
2023-06-29 15:35:26,800 - INFO - [Train] step: 399, loss_G: 1.431868, lr_G: 0.000200
|
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+
2023-06-29 15:36:22,806 - INFO - [Train] step: 499, loss_D: -2.918863, lr_D: 0.000200
|
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+
2023-06-29 15:36:22,887 - INFO - [Train] step: 499, loss_G: 1.451805, lr_G: 0.000200
|
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+
2023-06-29 15:37:18,894 - INFO - [Train] step: 599, loss_D: -2.475342, lr_D: 0.000200
|
22 |
+
2023-06-29 15:37:18,974 - INFO - [Train] step: 599, loss_G: 1.244406, lr_G: 0.000200
|
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+
2023-06-29 15:38:15,131 - INFO - [Train] step: 699, loss_D: -1.910297, lr_D: 0.000200
|
24 |
+
2023-06-29 15:38:15,212 - INFO - [Train] step: 699, loss_G: 1.360220, lr_G: 0.000200
|
25 |
+
2023-06-29 15:39:11,250 - INFO - [Train] step: 799, loss_D: -2.558151, lr_D: 0.000200
|
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+
2023-06-29 15:39:11,331 - INFO - [Train] step: 799, loss_G: 1.235151, lr_G: 0.000200
|
27 |
+
2023-06-29 15:40:07,339 - INFO - [Train] step: 899, loss_D: -1.907712, lr_D: 0.000200
|
28 |
+
2023-06-29 15:40:07,419 - INFO - [Train] step: 899, loss_G: 1.330655, lr_G: 0.000200
|
29 |
+
2023-06-29 15:41:03,465 - INFO - [Train] step: 999, loss_D: -1.550007, lr_D: 0.000200
|
30 |
+
2023-06-29 15:41:03,547 - INFO - [Train] step: 999, loss_G: 1.253951, lr_G: 0.000200
|
31 |
+
2023-06-29 15:42:07,898 - INFO - [Eval] step: 999, fid: 141.521986
|
32 |
+
2023-06-29 15:43:03,926 - INFO - [Train] step: 1099, loss_D: -1.581714, lr_D: 0.000200
|
33 |
+
2023-06-29 15:43:04,007 - INFO - [Train] step: 1099, loss_G: 0.663381, lr_G: 0.000200
|
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+
2023-06-29 15:44:00,093 - INFO - [Train] step: 1199, loss_D: -2.781310, lr_D: 0.000200
|
35 |
+
2023-06-29 15:44:00,174 - INFO - [Train] step: 1199, loss_G: 1.395338, lr_G: 0.000200
|
36 |
+
2023-06-29 15:44:56,460 - INFO - [Train] step: 1299, loss_D: -1.426236, lr_D: 0.000200
|
37 |
+
2023-06-29 15:44:56,542 - INFO - [Train] step: 1299, loss_G: 1.228306, lr_G: 0.000200
|
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+
2023-06-29 15:45:52,621 - INFO - [Train] step: 1399, loss_D: -1.334370, lr_D: 0.000200
|
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+
2023-06-29 15:45:52,702 - INFO - [Train] step: 1399, loss_G: 1.272762, lr_G: 0.000200
|
40 |
+
2023-06-29 15:46:48,804 - INFO - [Train] step: 1499, loss_D: -1.227064, lr_D: 0.000200
|
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+
2023-06-29 15:46:48,885 - INFO - [Train] step: 1499, loss_G: 0.575165, lr_G: 0.000200
|
42 |
+
2023-06-29 15:47:44,977 - INFO - [Train] step: 1599, loss_D: -0.277768, lr_D: 0.000200
|
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+
2023-06-29 15:47:45,058 - INFO - [Train] step: 1599, loss_G: 1.219209, lr_G: 0.000200
|
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+
2023-06-29 15:48:41,165 - INFO - [Train] step: 1699, loss_D: -2.772713, lr_D: 0.000200
|
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+
2023-06-29 15:48:41,246 - INFO - [Train] step: 1699, loss_G: 1.380306, lr_G: 0.000200
|
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+
2023-06-29 15:49:37,329 - INFO - [Train] step: 1799, loss_D: -0.546433, lr_D: 0.000200
|
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+
2023-06-29 15:49:37,410 - INFO - [Train] step: 1799, loss_G: 0.954659, lr_G: 0.000200
|
48 |
+
2023-06-29 15:50:33,535 - INFO - [Train] step: 1899, loss_D: -1.484231, lr_D: 0.000200
|
49 |
+
2023-06-29 15:50:33,616 - INFO - [Train] step: 1899, loss_G: 1.238492, lr_G: 0.000200
|
50 |
+
2023-06-29 15:51:29,898 - INFO - [Train] step: 1999, loss_D: -1.300908, lr_D: 0.000200
|
51 |
+
2023-06-29 15:51:29,980 - INFO - [Train] step: 1999, loss_G: 0.318852, lr_G: 0.000200
|
52 |
+
2023-06-29 15:52:34,131 - INFO - [Eval] step: 1999, fid: 130.083544
|
53 |
+
2023-06-29 15:53:30,268 - INFO - [Train] step: 2099, loss_D: -2.620611, lr_D: 0.000200
|
54 |
+
2023-06-29 15:53:30,349 - INFO - [Train] step: 2099, loss_G: 1.283782, lr_G: 0.000200
|
55 |
+
2023-06-29 15:54:26,440 - INFO - [Train] step: 2199, loss_D: -1.801735, lr_D: 0.000200
|
56 |
+
2023-06-29 15:54:26,522 - INFO - [Train] step: 2199, loss_G: 0.745474, lr_G: 0.000200
|
57 |
+
2023-06-29 15:55:22,607 - INFO - [Train] step: 2299, loss_D: -1.499837, lr_D: 0.000200
|
58 |
+
2023-06-29 15:55:22,688 - INFO - [Train] step: 2299, loss_G: 0.296975, lr_G: 0.000200
|
59 |
+
2023-06-29 15:56:18,786 - INFO - [Train] step: 2399, loss_D: -1.333253, lr_D: 0.000200
|
60 |
+
2023-06-29 15:56:18,867 - INFO - [Train] step: 2399, loss_G: 0.298166, lr_G: 0.000200
|
61 |
+
2023-06-29 15:57:14,965 - INFO - [Train] step: 2499, loss_D: -1.467808, lr_D: 0.000200
|
62 |
+
2023-06-29 15:57:15,046 - INFO - [Train] step: 2499, loss_G: 1.099047, lr_G: 0.000200
|
63 |
+
2023-06-29 15:58:11,277 - INFO - [Train] step: 2599, loss_D: -1.491312, lr_D: 0.000200
|
64 |
+
2023-06-29 15:58:11,358 - INFO - [Train] step: 2599, loss_G: 1.142577, lr_G: 0.000200
|
65 |
+
2023-06-29 15:59:07,448 - INFO - [Train] step: 2699, loss_D: -0.748707, lr_D: 0.000200
|
66 |
+
2023-06-29 15:59:07,529 - INFO - [Train] step: 2699, loss_G: 0.555365, lr_G: 0.000200
|
67 |
+
2023-06-29 16:00:03,620 - INFO - [Train] step: 2799, loss_D: -1.530109, lr_D: 0.000200
|
68 |
+
2023-06-29 16:00:03,701 - INFO - [Train] step: 2799, loss_G: 0.568366, lr_G: 0.000200
|
69 |
+
2023-06-29 16:00:59,794 - INFO - [Train] step: 2899, loss_D: -1.178074, lr_D: 0.000200
|
70 |
+
2023-06-29 16:00:59,874 - INFO - [Train] step: 2899, loss_G: 1.251658, lr_G: 0.000200
|
71 |
+
2023-06-29 16:01:55,961 - INFO - [Train] step: 2999, loss_D: -1.334241, lr_D: 0.000200
|
72 |
+
2023-06-29 16:01:56,042 - INFO - [Train] step: 2999, loss_G: 0.050308, lr_G: 0.000200
|
73 |
+
2023-06-29 16:03:00,140 - INFO - [Eval] step: 2999, fid: 109.416049
|
74 |
+
2023-06-29 16:03:56,345 - INFO - [Train] step: 3099, loss_D: -1.053510, lr_D: 0.000200
|
75 |
+
2023-06-29 16:03:56,426 - INFO - [Train] step: 3099, loss_G: 0.138814, lr_G: 0.000200
|
76 |
+
2023-06-29 16:04:52,483 - INFO - [Train] step: 3199, loss_D: -2.660021, lr_D: 0.000200
|
77 |
+
2023-06-29 16:04:52,563 - INFO - [Train] step: 3199, loss_G: 1.311523, lr_G: 0.000200
|
78 |
+
2023-06-29 16:05:48,868 - INFO - [Train] step: 3299, loss_D: -1.333482, lr_D: 0.000200
|
79 |
+
2023-06-29 16:05:48,949 - INFO - [Train] step: 3299, loss_G: 0.843449, lr_G: 0.000200
|
80 |
+
2023-06-29 16:06:45,061 - INFO - [Train] step: 3399, loss_D: -0.863752, lr_D: 0.000200
|
81 |
+
2023-06-29 16:06:45,142 - INFO - [Train] step: 3399, loss_G: 1.018586, lr_G: 0.000200
|
82 |
+
2023-06-29 16:07:41,197 - INFO - [Train] step: 3499, loss_D: -0.864138, lr_D: 0.000200
|
83 |
+
2023-06-29 16:07:41,279 - INFO - [Train] step: 3499, loss_G: 1.098570, lr_G: 0.000200
|
84 |
+
2023-06-29 16:08:37,352 - INFO - [Train] step: 3599, loss_D: -1.403031, lr_D: 0.000200
|
85 |
+
2023-06-29 16:08:37,433 - INFO - [Train] step: 3599, loss_G: 1.103705, lr_G: 0.000200
|
86 |
+
2023-06-29 16:09:33,509 - INFO - [Train] step: 3699, loss_D: -1.173839, lr_D: 0.000200
|
87 |
+
2023-06-29 16:09:33,590 - INFO - [Train] step: 3699, loss_G: 0.165722, lr_G: 0.000200
|
88 |
+
2023-06-29 16:10:29,683 - INFO - [Train] step: 3799, loss_D: -1.334900, lr_D: 0.000200
|
89 |
+
2023-06-29 16:10:29,764 - INFO - [Train] step: 3799, loss_G: 0.845531, lr_G: 0.000200
|
90 |
+
2023-06-29 16:11:26,006 - INFO - [Train] step: 3899, loss_D: -1.433599, lr_D: 0.000200
|
91 |
+
2023-06-29 16:11:26,087 - INFO - [Train] step: 3899, loss_G: 0.599591, lr_G: 0.000200
|
92 |
+
2023-06-29 16:12:22,173 - INFO - [Train] step: 3999, loss_D: -1.366960, lr_D: 0.000200
|
93 |
+
2023-06-29 16:12:22,253 - INFO - [Train] step: 3999, loss_G: 0.302691, lr_G: 0.000200
|
94 |
+
2023-06-29 16:13:26,374 - INFO - [Eval] step: 3999, fid: 108.948503
|
95 |
+
2023-06-29 16:14:22,554 - INFO - [Train] step: 4099, loss_D: -1.443813, lr_D: 0.000200
|
96 |
+
2023-06-29 16:14:22,636 - INFO - [Train] step: 4099, loss_G: 0.465111, lr_G: 0.000200
|
97 |
+
2023-06-29 16:15:18,721 - INFO - [Train] step: 4199, loss_D: -0.781468, lr_D: 0.000200
|
98 |
+
2023-06-29 16:15:18,802 - INFO - [Train] step: 4199, loss_G: 1.075934, lr_G: 0.000200
|
99 |
+
2023-06-29 16:16:14,935 - INFO - [Train] step: 4299, loss_D: -1.616517, lr_D: 0.000200
|
100 |
+
2023-06-29 16:16:15,015 - INFO - [Train] step: 4299, loss_G: 0.737859, lr_G: 0.000200
|
101 |
+
2023-06-29 16:17:11,095 - INFO - [Train] step: 4399, loss_D: -1.107855, lr_D: 0.000200
|
102 |
+
2023-06-29 16:17:11,176 - INFO - [Train] step: 4399, loss_G: 1.140422, lr_G: 0.000200
|
103 |
+
2023-06-29 16:18:07,261 - INFO - [Train] step: 4499, loss_D: -2.042777, lr_D: 0.000200
|
104 |
+
2023-06-29 16:18:07,342 - INFO - [Train] step: 4499, loss_G: 1.088213, lr_G: 0.000200
|
105 |
+
2023-06-29 16:19:03,593 - INFO - [Train] step: 4599, loss_D: -0.847451, lr_D: 0.000200
|
106 |
+
2023-06-29 16:19:03,674 - INFO - [Train] step: 4599, loss_G: 0.604658, lr_G: 0.000200
|
107 |
+
2023-06-29 16:19:59,784 - INFO - [Train] step: 4699, loss_D: -1.088606, lr_D: 0.000200
|
108 |
+
2023-06-29 16:19:59,865 - INFO - [Train] step: 4699, loss_G: 1.001215, lr_G: 0.000200
|
109 |
+
2023-06-29 16:20:55,958 - INFO - [Train] step: 4799, loss_D: -1.995230, lr_D: 0.000200
|
110 |
+
2023-06-29 16:20:56,039 - INFO - [Train] step: 4799, loss_G: 0.740384, lr_G: 0.000200
|
111 |
+
2023-06-29 16:21:52,136 - INFO - [Train] step: 4899, loss_D: -0.701935, lr_D: 0.000200
|
112 |
+
2023-06-29 16:21:52,217 - INFO - [Train] step: 4899, loss_G: 0.871169, lr_G: 0.000200
|
113 |
+
2023-06-29 16:22:48,293 - INFO - [Train] step: 4999, loss_D: -0.964997, lr_D: 0.000200
|
114 |
+
2023-06-29 16:22:48,374 - INFO - [Train] step: 4999, loss_G: 1.048569, lr_G: 0.000200
|
115 |
+
2023-06-29 16:23:52,344 - INFO - [Eval] step: 4999, fid: 86.620488
|
116 |
+
2023-06-29 16:24:48,480 - INFO - [Train] step: 5099, loss_D: -0.410015, lr_D: 0.000200
|
117 |
+
2023-06-29 16:24:48,561 - INFO - [Train] step: 5099, loss_G: 0.272456, lr_G: 0.000200
|
118 |
+
2023-06-29 16:25:44,801 - INFO - [Train] step: 5199, loss_D: -1.588230, lr_D: 0.000200
|
119 |
+
2023-06-29 16:25:44,882 - INFO - [Train] step: 5199, loss_G: 0.570502, lr_G: 0.000200
|
120 |
+
2023-06-29 16:26:40,952 - INFO - [Train] step: 5299, loss_D: -0.893380, lr_D: 0.000200
|
121 |
+
2023-06-29 16:26:41,034 - INFO - [Train] step: 5299, loss_G: 0.970169, lr_G: 0.000200
|
122 |
+
2023-06-29 16:27:37,119 - INFO - [Train] step: 5399, loss_D: -1.808293, lr_D: 0.000200
|
123 |
+
2023-06-29 16:27:37,200 - INFO - [Train] step: 5399, loss_G: 1.149795, lr_G: 0.000200
|
124 |
+
2023-06-29 16:28:33,293 - INFO - [Train] step: 5499, loss_D: -1.070094, lr_D: 0.000200
|
125 |
+
2023-06-29 16:28:33,374 - INFO - [Train] step: 5499, loss_G: 0.582415, lr_G: 0.000200
|
126 |
+
2023-06-29 16:29:29,423 - INFO - [Train] step: 5599, loss_D: -0.588687, lr_D: 0.000200
|
127 |
+
2023-06-29 16:29:29,504 - INFO - [Train] step: 5599, loss_G: 0.314720, lr_G: 0.000200
|
128 |
+
2023-06-29 16:30:25,580 - INFO - [Train] step: 5699, loss_D: -0.958954, lr_D: 0.000200
|
129 |
+
2023-06-29 16:30:25,661 - INFO - [Train] step: 5699, loss_G: -0.083431, lr_G: 0.000200
|
130 |
+
2023-06-29 16:31:21,767 - INFO - [Train] step: 5799, loss_D: -0.613495, lr_D: 0.000200
|
131 |
+
2023-06-29 16:31:21,848 - INFO - [Train] step: 5799, loss_G: -0.206521, lr_G: 0.000200
|
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+
2023-06-29 16:32:18,105 - INFO - [Train] step: 5899, loss_D: -0.859607, lr_D: 0.000200
|
133 |
+
2023-06-29 16:32:18,186 - INFO - [Train] step: 5899, loss_G: -0.453748, lr_G: 0.000200
|
134 |
+
2023-06-29 16:33:14,273 - INFO - [Train] step: 5999, loss_D: -0.591561, lr_D: 0.000200
|
135 |
+
2023-06-29 16:33:14,355 - INFO - [Train] step: 5999, loss_G: -0.189856, lr_G: 0.000200
|
136 |
+
2023-06-29 16:34:18,355 - INFO - [Eval] step: 5999, fid: 79.783066
|
137 |
+
2023-06-29 16:35:14,486 - INFO - [Train] step: 6099, loss_D: -0.646017, lr_D: 0.000200
|
138 |
+
2023-06-29 16:35:14,567 - INFO - [Train] step: 6099, loss_G: -0.426766, lr_G: 0.000200
|
139 |
+
2023-06-29 16:36:10,643 - INFO - [Train] step: 6199, loss_D: -0.668536, lr_D: 0.000200
|
140 |
+
2023-06-29 16:36:10,724 - INFO - [Train] step: 6199, loss_G: -0.197903, lr_G: 0.000200
|
141 |
+
2023-06-29 16:37:06,774 - INFO - [Train] step: 6299, loss_D: -0.816381, lr_D: 0.000200
|
142 |
+
2023-06-29 16:37:06,855 - INFO - [Train] step: 6299, loss_G: 1.118829, lr_G: 0.000200
|
143 |
+
2023-06-29 16:38:02,907 - INFO - [Train] step: 6399, loss_D: -0.696219, lr_D: 0.000200
|
144 |
+
2023-06-29 16:38:02,989 - INFO - [Train] step: 6399, loss_G: -0.586171, lr_G: 0.000200
|
145 |
+
2023-06-29 16:38:59,224 - INFO - [Train] step: 6499, loss_D: -0.724043, lr_D: 0.000200
|
146 |
+
2023-06-29 16:38:59,305 - INFO - [Train] step: 6499, loss_G: 1.047213, lr_G: 0.000200
|
147 |
+
2023-06-29 16:39:55,377 - INFO - [Train] step: 6599, loss_D: -0.650036, lr_D: 0.000200
|
148 |
+
2023-06-29 16:39:55,457 - INFO - [Train] step: 6599, loss_G: -0.185448, lr_G: 0.000200
|
149 |
+
2023-06-29 16:40:51,537 - INFO - [Train] step: 6699, loss_D: -0.658937, lr_D: 0.000200
|
150 |
+
2023-06-29 16:40:51,618 - INFO - [Train] step: 6699, loss_G: 0.642112, lr_G: 0.000200
|
151 |
+
2023-06-29 16:41:47,684 - INFO - [Train] step: 6799, loss_D: -0.492009, lr_D: 0.000200
|
152 |
+
2023-06-29 16:41:47,764 - INFO - [Train] step: 6799, loss_G: 0.157293, lr_G: 0.000200
|
153 |
+
2023-06-29 16:42:43,812 - INFO - [Train] step: 6899, loss_D: -1.471045, lr_D: 0.000200
|
154 |
+
2023-06-29 16:42:43,892 - INFO - [Train] step: 6899, loss_G: 0.487549, lr_G: 0.000200
|
155 |
+
2023-06-29 16:43:39,951 - INFO - [Train] step: 6999, loss_D: -1.243823, lr_D: 0.000200
|
156 |
+
2023-06-29 16:43:40,032 - INFO - [Train] step: 6999, loss_G: 0.337886, lr_G: 0.000200
|
157 |
+
2023-06-29 16:44:44,095 - INFO - [Eval] step: 6999, fid: 74.545250
|
158 |
+
2023-06-29 16:45:40,198 - INFO - [Train] step: 7099, loss_D: -1.308108, lr_D: 0.000200
|
159 |
+
2023-06-29 16:45:40,278 - INFO - [Train] step: 7099, loss_G: 0.125601, lr_G: 0.000200
|
160 |
+
2023-06-29 16:46:36,550 - INFO - [Train] step: 7199, loss_D: -1.163555, lr_D: 0.000200
|
161 |
+
2023-06-29 16:46:36,631 - INFO - [Train] step: 7199, loss_G: 0.903597, lr_G: 0.000200
|
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2023-06-29 16:47:32,693 - INFO - [Train] step: 7299, loss_D: -1.231115, lr_D: 0.000200
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2023-06-29 16:47:32,774 - INFO - [Train] step: 7299, loss_G: 0.390586, lr_G: 0.000200
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2023-06-29 16:48:28,836 - INFO - [Train] step: 7399, loss_D: -0.698335, lr_D: 0.000200
|
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2023-06-29 16:48:28,917 - INFO - [Train] step: 7399, loss_G: -0.633322, lr_G: 0.000200
|
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2023-06-29 16:49:25,009 - INFO - [Train] step: 7499, loss_D: -0.448978, lr_D: 0.000200
|
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2023-06-29 16:49:25,090 - INFO - [Train] step: 7499, loss_G: 0.413854, lr_G: 0.000200
|
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2023-06-29 16:50:21,165 - INFO - [Train] step: 7599, loss_D: -0.826074, lr_D: 0.000200
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2023-06-29 16:50:21,246 - INFO - [Train] step: 7599, loss_G: 0.081575, lr_G: 0.000200
|
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2023-06-29 16:51:17,302 - INFO - [Train] step: 7699, loss_D: -1.286108, lr_D: 0.000200
|
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2023-06-29 16:51:17,382 - INFO - [Train] step: 7699, loss_G: 1.209222, lr_G: 0.000200
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2023-06-29 16:52:13,646 - INFO - [Train] step: 7799, loss_D: -0.515108, lr_D: 0.000200
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2023-06-29 16:52:13,727 - INFO - [Train] step: 7799, loss_G: -0.075957, lr_G: 0.000200
|
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2023-06-29 16:53:09,775 - INFO - [Train] step: 7899, loss_D: -0.606370, lr_D: 0.000200
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2023-06-29 16:53:09,856 - INFO - [Train] step: 7899, loss_G: -0.259059, lr_G: 0.000200
|
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2023-06-29 16:54:05,884 - INFO - [Train] step: 7999, loss_D: -0.692962, lr_D: 0.000200
|
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2023-06-29 16:54:05,965 - INFO - [Train] step: 7999, loss_G: -0.613615, lr_G: 0.000200
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2023-06-29 16:55:10,031 - INFO - [Eval] step: 7999, fid: 70.045487
|
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2023-06-29 16:56:06,146 - INFO - [Train] step: 8099, loss_D: -0.540420, lr_D: 0.000200
|
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2023-06-29 16:56:06,227 - INFO - [Train] step: 8099, loss_G: 0.951155, lr_G: 0.000200
|
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2023-06-29 16:57:02,288 - INFO - [Train] step: 8199, loss_D: -0.352719, lr_D: 0.000200
|
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2023-06-29 16:57:02,368 - INFO - [Train] step: 8199, loss_G: 0.431055, lr_G: 0.000200
|
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2023-06-29 16:57:58,418 - INFO - [Train] step: 8299, loss_D: -1.170076, lr_D: 0.000200
|
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2023-06-29 16:57:58,499 - INFO - [Train] step: 8299, loss_G: 0.892625, lr_G: 0.000200
|
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2023-06-29 16:58:54,548 - INFO - [Train] step: 8399, loss_D: -0.536502, lr_D: 0.000200
|
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2023-06-29 16:58:54,628 - INFO - [Train] step: 8399, loss_G: -0.433586, lr_G: 0.000200
|
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+
2023-06-29 16:59:50,847 - INFO - [Train] step: 8499, loss_D: -0.406223, lr_D: 0.000200
|
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+
2023-06-29 16:59:50,929 - INFO - [Train] step: 8499, loss_G: -0.137544, lr_G: 0.000200
|
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+
2023-06-29 17:00:46,971 - INFO - [Train] step: 8599, loss_D: -0.908966, lr_D: 0.000200
|
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+
2023-06-29 17:00:47,052 - INFO - [Train] step: 8599, loss_G: 0.702197, lr_G: 0.000200
|
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+
2023-06-29 17:01:43,092 - INFO - [Train] step: 8699, loss_D: -1.059980, lr_D: 0.000200
|
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2023-06-29 17:01:43,173 - INFO - [Train] step: 8699, loss_G: 0.695262, lr_G: 0.000200
|
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+
2023-06-29 17:02:39,212 - INFO - [Train] step: 8799, loss_D: -0.681741, lr_D: 0.000200
|
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+
2023-06-29 17:02:39,292 - INFO - [Train] step: 8799, loss_G: -0.685544, lr_G: 0.000200
|
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+
2023-06-29 17:03:35,354 - INFO - [Train] step: 8899, loss_D: -0.537733, lr_D: 0.000200
|
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+
2023-06-29 17:03:35,435 - INFO - [Train] step: 8899, loss_G: 0.877044, lr_G: 0.000200
|
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+
2023-06-29 17:04:31,522 - INFO - [Train] step: 8999, loss_D: -0.919181, lr_D: 0.000200
|
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2023-06-29 17:04:31,603 - INFO - [Train] step: 8999, loss_G: 0.063250, lr_G: 0.000200
|
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+
2023-06-29 17:05:35,665 - INFO - [Eval] step: 8999, fid: 70.877376
|
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+
2023-06-29 17:06:31,744 - INFO - [Train] step: 9099, loss_D: -0.437882, lr_D: 0.000200
|
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2023-06-29 17:06:31,825 - INFO - [Train] step: 9099, loss_G: 0.745878, lr_G: 0.000200
|
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2023-06-29 17:07:27,858 - INFO - [Train] step: 9199, loss_D: -0.784309, lr_D: 0.000200
|
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2023-06-29 17:07:27,939 - INFO - [Train] step: 9199, loss_G: 0.838880, lr_G: 0.000200
|
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2023-06-29 17:08:23,990 - INFO - [Train] step: 9299, loss_D: -0.711158, lr_D: 0.000200
|
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2023-06-29 17:08:24,071 - INFO - [Train] step: 9299, loss_G: 0.640251, lr_G: 0.000200
|
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+
2023-06-29 17:09:20,145 - INFO - [Train] step: 9399, loss_D: -0.770175, lr_D: 0.000200
|
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+
2023-06-29 17:09:20,226 - INFO - [Train] step: 9399, loss_G: -0.648681, lr_G: 0.000200
|
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+
2023-06-29 17:10:16,272 - INFO - [Train] step: 9499, loss_D: -0.385077, lr_D: 0.000200
|
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+
2023-06-29 17:10:16,353 - INFO - [Train] step: 9499, loss_G: 0.353278, lr_G: 0.000200
|
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+
2023-06-29 17:11:12,456 - INFO - [Train] step: 9599, loss_D: -0.432066, lr_D: 0.000200
|
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+
2023-06-29 17:11:12,537 - INFO - [Train] step: 9599, loss_G: -0.357730, lr_G: 0.000200
|
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+
2023-06-29 17:12:08,644 - INFO - [Train] step: 9699, loss_D: -1.025551, lr_D: 0.000200
|
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+
2023-06-29 17:12:08,725 - INFO - [Train] step: 9699, loss_G: 0.590583, lr_G: 0.000200
|
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+
2023-06-29 17:13:04,926 - INFO - [Train] step: 9799, loss_D: -1.554502, lr_D: 0.000200
|
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+
2023-06-29 17:13:05,007 - INFO - [Train] step: 9799, loss_G: -0.306077, lr_G: 0.000200
|
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+
2023-06-29 17:14:01,048 - INFO - [Train] step: 9899, loss_D: -1.194705, lr_D: 0.000200
|
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+
2023-06-29 17:14:01,128 - INFO - [Train] step: 9899, loss_G: 1.170041, lr_G: 0.000200
|
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+
2023-06-29 17:14:57,208 - INFO - [Train] step: 9999, loss_D: -0.610925, lr_D: 0.000200
|
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+
2023-06-29 17:14:57,289 - INFO - [Train] step: 9999, loss_G: 0.715918, lr_G: 0.000200
|
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+
2023-06-29 17:16:01,426 - INFO - [Eval] step: 9999, fid: 64.962130
|
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+
2023-06-29 17:16:57,648 - INFO - [Train] step: 10099, loss_D: -0.956697, lr_D: 0.000200
|
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+
2023-06-29 17:16:57,729 - INFO - [Train] step: 10099, loss_G: -0.437733, lr_G: 0.000200
|
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+
2023-06-29 17:17:53,788 - INFO - [Train] step: 10199, loss_D: -0.395838, lr_D: 0.000200
|
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+
2023-06-29 17:17:53,869 - INFO - [Train] step: 10199, loss_G: 0.869936, lr_G: 0.000200
|
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+
2023-06-29 17:18:49,913 - INFO - [Train] step: 10299, loss_D: -0.295774, lr_D: 0.000200
|
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+
2023-06-29 17:18:49,994 - INFO - [Train] step: 10299, loss_G: 0.514070, lr_G: 0.000200
|
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+
2023-06-29 17:19:46,212 - INFO - [Train] step: 10399, loss_D: -1.209484, lr_D: 0.000200
|
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+
2023-06-29 17:19:46,294 - INFO - [Train] step: 10399, loss_G: 1.122522, lr_G: 0.000200
|
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+
2023-06-29 17:20:42,349 - INFO - [Train] step: 10499, loss_D: -0.047249, lr_D: 0.000200
|
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+
2023-06-29 17:20:42,430 - INFO - [Train] step: 10499, loss_G: -0.724041, lr_G: 0.000200
|
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+
2023-06-29 17:21:38,506 - INFO - [Train] step: 10599, loss_D: -0.478335, lr_D: 0.000200
|
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+
2023-06-29 17:21:38,587 - INFO - [Train] step: 10599, loss_G: -0.450097, lr_G: 0.000200
|
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+
2023-06-29 17:22:34,649 - INFO - [Train] step: 10699, loss_D: -1.531432, lr_D: 0.000200
|
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+
2023-06-29 17:22:34,730 - INFO - [Train] step: 10699, loss_G: -0.149178, lr_G: 0.000200
|
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+
2023-06-29 17:23:30,778 - INFO - [Train] step: 10799, loss_D: -0.983194, lr_D: 0.000200
|
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+
2023-06-29 17:23:30,859 - INFO - [Train] step: 10799, loss_G: 0.238813, lr_G: 0.000200
|
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+
2023-06-29 17:24:26,904 - INFO - [Train] step: 10899, loss_D: -1.341863, lr_D: 0.000200
|
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+
2023-06-29 17:24:26,985 - INFO - [Train] step: 10899, loss_G: 0.026060, lr_G: 0.000200
|
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+
2023-06-29 17:25:23,204 - INFO - [Train] step: 10999, loss_D: -0.570181, lr_D: 0.000200
|
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+
2023-06-29 17:25:23,286 - INFO - [Train] step: 10999, loss_G: -0.242370, lr_G: 0.000200
|
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+
2023-06-29 17:26:27,367 - INFO - [Eval] step: 10999, fid: 62.563432
|
242 |
+
2023-06-29 17:27:23,514 - INFO - [Train] step: 11099, loss_D: -0.280303, lr_D: 0.000200
|
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+
2023-06-29 17:27:23,596 - INFO - [Train] step: 11099, loss_G: 0.884322, lr_G: 0.000200
|
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+
2023-06-29 17:28:19,664 - INFO - [Train] step: 11199, loss_D: -0.200627, lr_D: 0.000200
|
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+
2023-06-29 17:28:19,745 - INFO - [Train] step: 11199, loss_G: -0.087638, lr_G: 0.000200
|
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+
2023-06-29 17:29:15,836 - INFO - [Train] step: 11299, loss_D: -0.420731, lr_D: 0.000200
|
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+
2023-06-29 17:29:15,917 - INFO - [Train] step: 11299, loss_G: -0.588285, lr_G: 0.000200
|
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+
2023-06-29 17:30:11,964 - INFO - [Train] step: 11399, loss_D: -1.198455, lr_D: 0.000200
|
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+
2023-06-29 17:30:12,045 - INFO - [Train] step: 11399, loss_G: 0.999904, lr_G: 0.000200
|
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+
2023-06-29 17:31:08,103 - INFO - [Train] step: 11499, loss_D: -0.439501, lr_D: 0.000200
|
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+
2023-06-29 17:31:08,184 - INFO - [Train] step: 11499, loss_G: 0.134601, lr_G: 0.000200
|
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+
2023-06-29 17:32:04,240 - INFO - [Train] step: 11599, loss_D: -0.381982, lr_D: 0.000200
|
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+
2023-06-29 17:32:04,320 - INFO - [Train] step: 11599, loss_G: -0.489952, lr_G: 0.000200
|
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+
2023-06-29 17:33:00,565 - INFO - [Train] step: 11699, loss_D: -0.519575, lr_D: 0.000200
|
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+
2023-06-29 17:33:00,646 - INFO - [Train] step: 11699, loss_G: -0.531970, lr_G: 0.000200
|
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+
2023-06-29 17:33:56,740 - INFO - [Train] step: 11799, loss_D: -0.440978, lr_D: 0.000200
|
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+
2023-06-29 17:33:56,820 - INFO - [Train] step: 11799, loss_G: 0.863738, lr_G: 0.000200
|
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+
2023-06-29 17:34:52,858 - INFO - [Train] step: 11899, loss_D: -0.738905, lr_D: 0.000200
|
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+
2023-06-29 17:34:52,939 - INFO - [Train] step: 11899, loss_G: -0.795318, lr_G: 0.000200
|
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+
2023-06-29 17:35:48,992 - INFO - [Train] step: 11999, loss_D: -0.509335, lr_D: 0.000200
|
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+
2023-06-29 17:35:49,073 - INFO - [Train] step: 11999, loss_G: -0.135098, lr_G: 0.000200
|
262 |
+
2023-06-29 17:36:53,131 - INFO - [Eval] step: 11999, fid: 59.676505
|
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+
2023-06-29 17:37:49,187 - INFO - [Train] step: 12099, loss_D: -0.339884, lr_D: 0.000200
|
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+
2023-06-29 17:37:49,267 - INFO - [Train] step: 12099, loss_G: 0.338395, lr_G: 0.000200
|
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+
2023-06-29 17:38:45,144 - INFO - [Train] step: 12199, loss_D: -0.419338, lr_D: 0.000200
|
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+
2023-06-29 17:38:45,224 - INFO - [Train] step: 12199, loss_G: 0.814205, lr_G: 0.000200
|
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+
2023-06-29 17:39:41,278 - INFO - [Train] step: 12299, loss_D: -0.919625, lr_D: 0.000200
|
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+
2023-06-29 17:39:41,360 - INFO - [Train] step: 12299, loss_G: 1.173610, lr_G: 0.000200
|
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+
2023-06-29 17:40:37,222 - INFO - [Train] step: 12399, loss_D: -0.450915, lr_D: 0.000200
|
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+
2023-06-29 17:40:37,302 - INFO - [Train] step: 12399, loss_G: -0.164965, lr_G: 0.000200
|
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+
2023-06-29 17:41:33,218 - INFO - [Train] step: 12499, loss_D: -0.438179, lr_D: 0.000200
|
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+
2023-06-29 17:41:33,299 - INFO - [Train] step: 12499, loss_G: -0.835378, lr_G: 0.000200
|
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+
2023-06-29 17:42:29,190 - INFO - [Train] step: 12599, loss_D: -0.348132, lr_D: 0.000200
|
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+
2023-06-29 17:42:29,271 - INFO - [Train] step: 12599, loss_G: 0.154851, lr_G: 0.000200
|
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+
2023-06-29 17:43:25,186 - INFO - [Train] step: 12699, loss_D: -0.297570, lr_D: 0.000200
|
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+
2023-06-29 17:43:25,266 - INFO - [Train] step: 12699, loss_G: 0.977051, lr_G: 0.000200
|
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+
2023-06-29 17:44:21,152 - INFO - [Train] step: 12799, loss_D: -0.171625, lr_D: 0.000200
|
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+
2023-06-29 17:44:21,232 - INFO - [Train] step: 12799, loss_G: 0.122617, lr_G: 0.000200
|
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+
2023-06-29 17:45:17,145 - INFO - [Train] step: 12899, loss_D: -0.823310, lr_D: 0.000200
|
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+
2023-06-29 17:45:17,226 - INFO - [Train] step: 12899, loss_G: 0.794641, lr_G: 0.000200
|
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+
2023-06-29 17:46:13,266 - INFO - [Train] step: 12999, loss_D: -0.381076, lr_D: 0.000200
|
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+
2023-06-29 17:46:13,347 - INFO - [Train] step: 12999, loss_G: 0.048126, lr_G: 0.000200
|
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+
2023-06-29 17:47:17,550 - INFO - [Eval] step: 12999, fid: 58.681690
|
284 |
+
2023-06-29 17:48:13,613 - INFO - [Train] step: 13099, loss_D: -0.448997, lr_D: 0.000200
|
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+
2023-06-29 17:48:13,693 - INFO - [Train] step: 13099, loss_G: -0.565688, lr_G: 0.000200
|
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+
2023-06-29 17:49:09,595 - INFO - [Train] step: 13199, loss_D: -1.243984, lr_D: 0.000200
|
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+
2023-06-29 17:49:09,676 - INFO - [Train] step: 13199, loss_G: 0.287285, lr_G: 0.000200
|
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+
2023-06-29 17:50:05,578 - INFO - [Train] step: 13299, loss_D: -0.290654, lr_D: 0.000200
|
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+
2023-06-29 17:50:05,658 - INFO - [Train] step: 13299, loss_G: -0.117949, lr_G: 0.000200
|
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+
2023-06-29 17:51:01,542 - INFO - [Train] step: 13399, loss_D: -0.395656, lr_D: 0.000200
|
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+
2023-06-29 17:51:01,623 - INFO - [Train] step: 13399, loss_G: -0.493619, lr_G: 0.000200
|
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+
2023-06-29 17:51:57,530 - INFO - [Train] step: 13499, loss_D: -0.443512, lr_D: 0.000200
|
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+
2023-06-29 17:51:57,611 - INFO - [Train] step: 13499, loss_G: 0.814565, lr_G: 0.000200
|
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+
2023-06-29 17:52:53,689 - INFO - [Train] step: 13599, loss_D: -0.342547, lr_D: 0.000200
|
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+
2023-06-29 17:52:53,770 - INFO - [Train] step: 13599, loss_G: -0.662215, lr_G: 0.000200
|
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+
2023-06-29 17:53:49,646 - INFO - [Train] step: 13699, loss_D: -0.347762, lr_D: 0.000200
|
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+
2023-06-29 17:53:49,726 - INFO - [Train] step: 13699, loss_G: 0.612988, lr_G: 0.000200
|
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+
2023-06-29 17:54:45,590 - INFO - [Train] step: 13799, loss_D: -0.422387, lr_D: 0.000200
|
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+
2023-06-29 17:54:45,671 - INFO - [Train] step: 13799, loss_G: 0.926356, lr_G: 0.000200
|
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+
2023-06-29 17:55:41,528 - INFO - [Train] step: 13899, loss_D: -0.357768, lr_D: 0.000200
|
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+
2023-06-29 17:55:41,609 - INFO - [Train] step: 13899, loss_G: 0.319675, lr_G: 0.000200
|
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+
2023-06-29 17:56:37,486 - INFO - [Train] step: 13999, loss_D: -0.584301, lr_D: 0.000200
|
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+
2023-06-29 17:56:37,566 - INFO - [Train] step: 13999, loss_G: -0.080352, lr_G: 0.000200
|
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+
2023-06-29 17:57:41,640 - INFO - [Eval] step: 13999, fid: 57.308234
|
305 |
+
2023-06-29 17:58:37,721 - INFO - [Train] step: 14099, loss_D: -0.889745, lr_D: 0.000200
|
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+
2023-06-29 17:58:37,802 - INFO - [Train] step: 14099, loss_G: -0.841540, lr_G: 0.000200
|
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+
2023-06-29 17:59:33,682 - INFO - [Train] step: 14199, loss_D: -0.440458, lr_D: 0.000200
|
308 |
+
2023-06-29 17:59:33,763 - INFO - [Train] step: 14199, loss_G: -0.187589, lr_G: 0.000200
|
309 |
+
2023-06-29 18:00:29,819 - INFO - [Train] step: 14299, loss_D: -0.350256, lr_D: 0.000200
|
310 |
+
2023-06-29 18:00:29,900 - INFO - [Train] step: 14299, loss_G: -0.290799, lr_G: 0.000200
|
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+
2023-06-29 18:01:25,806 - INFO - [Train] step: 14399, loss_D: -0.770788, lr_D: 0.000200
|
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+
2023-06-29 18:01:25,887 - INFO - [Train] step: 14399, loss_G: 0.730464, lr_G: 0.000200
|
313 |
+
2023-06-29 18:02:21,805 - INFO - [Train] step: 14499, loss_D: -0.394986, lr_D: 0.000200
|
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+
2023-06-29 18:02:21,886 - INFO - [Train] step: 14499, loss_G: -0.081612, lr_G: 0.000200
|
315 |
+
2023-06-29 18:03:17,735 - INFO - [Train] step: 14599, loss_D: -0.355028, lr_D: 0.000200
|
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+
2023-06-29 18:03:17,815 - INFO - [Train] step: 14599, loss_G: 0.267899, lr_G: 0.000200
|
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+
2023-06-29 18:04:13,658 - INFO - [Train] step: 14699, loss_D: -1.142739, lr_D: 0.000200
|
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+
2023-06-29 18:04:13,739 - INFO - [Train] step: 14699, loss_G: -0.808706, lr_G: 0.000200
|
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+
2023-06-29 18:05:09,585 - INFO - [Train] step: 14799, loss_D: -0.221553, lr_D: 0.000200
|
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+
2023-06-29 18:05:09,665 - INFO - [Train] step: 14799, loss_G: 0.753036, lr_G: 0.000200
|
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+
2023-06-29 18:06:05,695 - INFO - [Train] step: 14899, loss_D: -0.248396, lr_D: 0.000200
|
322 |
+
2023-06-29 18:06:05,776 - INFO - [Train] step: 14899, loss_G: -0.233466, lr_G: 0.000200
|
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+
2023-06-29 18:07:01,641 - INFO - [Train] step: 14999, loss_D: -0.356773, lr_D: 0.000200
|
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+
2023-06-29 18:07:01,722 - INFO - [Train] step: 14999, loss_G: -0.278331, lr_G: 0.000200
|
325 |
+
2023-06-29 18:08:05,816 - INFO - [Eval] step: 14999, fid: 55.594016
|
326 |
+
2023-06-29 18:09:01,853 - INFO - [Train] step: 15099, loss_D: -0.227824, lr_D: 0.000200
|
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+
2023-06-29 18:09:01,934 - INFO - [Train] step: 15099, loss_G: 0.480639, lr_G: 0.000200
|
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+
2023-06-29 18:09:57,805 - INFO - [Train] step: 15199, loss_D: -0.563642, lr_D: 0.000200
|
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+
2023-06-29 18:09:57,886 - INFO - [Train] step: 15199, loss_G: -0.322533, lr_G: 0.000200
|
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+
2023-06-29 18:10:53,766 - INFO - [Train] step: 15299, loss_D: -0.464957, lr_D: 0.000200
|
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+
2023-06-29 18:10:53,846 - INFO - [Train] step: 15299, loss_G: -0.721107, lr_G: 0.000200
|
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+
2023-06-29 18:11:49,727 - INFO - [Train] step: 15399, loss_D: -0.621022, lr_D: 0.000200
|
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+
2023-06-29 18:11:49,808 - INFO - [Train] step: 15399, loss_G: 0.688873, lr_G: 0.000200
|
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+
2023-06-29 18:12:45,717 - INFO - [Train] step: 15499, loss_D: -0.908276, lr_D: 0.000200
|
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+
2023-06-29 18:12:45,797 - INFO - [Train] step: 15499, loss_G: 0.178746, lr_G: 0.000200
|
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+
2023-06-29 18:13:41,877 - INFO - [Train] step: 15599, loss_D: -0.404183, lr_D: 0.000200
|
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+
2023-06-29 18:13:41,958 - INFO - [Train] step: 15599, loss_G: -0.783284, lr_G: 0.000200
|
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+
2023-06-29 18:14:37,852 - INFO - [Train] step: 15699, loss_D: -0.355067, lr_D: 0.000200
|
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+
2023-06-29 18:14:37,932 - INFO - [Train] step: 15699, loss_G: -0.090385, lr_G: 0.000200
|
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+
2023-06-29 18:15:33,830 - INFO - [Train] step: 15799, loss_D: -0.208509, lr_D: 0.000200
|
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+
2023-06-29 18:15:33,911 - INFO - [Train] step: 15799, loss_G: 0.151047, lr_G: 0.000200
|
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+
2023-06-29 18:16:29,780 - INFO - [Train] step: 15899, loss_D: -0.520379, lr_D: 0.000200
|
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+
2023-06-29 18:16:29,861 - INFO - [Train] step: 15899, loss_G: 0.641194, lr_G: 0.000200
|
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+
2023-06-29 18:17:25,755 - INFO - [Train] step: 15999, loss_D: -0.672088, lr_D: 0.000200
|
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+
2023-06-29 18:17:25,835 - INFO - [Train] step: 15999, loss_G: 0.211358, lr_G: 0.000200
|
346 |
+
2023-06-29 18:18:29,985 - INFO - [Eval] step: 15999, fid: 55.079816
|
347 |
+
2023-06-29 18:19:26,043 - INFO - [Train] step: 16099, loss_D: -0.686529, lr_D: 0.000200
|
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+
2023-06-29 18:19:26,124 - INFO - [Train] step: 16099, loss_G: 1.066148, lr_G: 0.000200
|
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+
2023-06-29 18:20:22,163 - INFO - [Train] step: 16199, loss_D: -0.419679, lr_D: 0.000200
|
350 |
+
2023-06-29 18:20:22,244 - INFO - [Train] step: 16199, loss_G: 0.884453, lr_G: 0.000200
|
351 |
+
2023-06-29 18:21:18,113 - INFO - [Train] step: 16299, loss_D: -0.216057, lr_D: 0.000200
|
352 |
+
2023-06-29 18:21:18,194 - INFO - [Train] step: 16299, loss_G: 0.181024, lr_G: 0.000200
|
353 |
+
2023-06-29 18:22:14,079 - INFO - [Train] step: 16399, loss_D: -0.392544, lr_D: 0.000200
|
354 |
+
2023-06-29 18:22:14,159 - INFO - [Train] step: 16399, loss_G: 0.207282, lr_G: 0.000200
|
355 |
+
2023-06-29 18:23:10,037 - INFO - [Train] step: 16499, loss_D: -0.857889, lr_D: 0.000200
|
356 |
+
2023-06-29 18:23:10,118 - INFO - [Train] step: 16499, loss_G: 0.467662, lr_G: 0.000200
|
357 |
+
2023-06-29 18:24:05,970 - INFO - [Train] step: 16599, loss_D: -0.176511, lr_D: 0.000200
|
358 |
+
2023-06-29 18:24:06,050 - INFO - [Train] step: 16599, loss_G: 0.708342, lr_G: 0.000200
|
359 |
+
2023-06-29 18:25:01,920 - INFO - [Train] step: 16699, loss_D: -0.345966, lr_D: 0.000200
|
360 |
+
2023-06-29 18:25:02,000 - INFO - [Train] step: 16699, loss_G: -0.199189, lr_G: 0.000200
|
361 |
+
2023-06-29 18:25:57,925 - INFO - [Train] step: 16799, loss_D: -0.691300, lr_D: 0.000200
|
362 |
+
2023-06-29 18:25:58,006 - INFO - [Train] step: 16799, loss_G: 0.919125, lr_G: 0.000200
|
363 |
+
2023-06-29 18:26:54,068 - INFO - [Train] step: 16899, loss_D: -0.222382, lr_D: 0.000200
|
364 |
+
2023-06-29 18:26:54,149 - INFO - [Train] step: 16899, loss_G: 0.249175, lr_G: 0.000200
|
365 |
+
2023-06-29 18:27:50,006 - INFO - [Train] step: 16999, loss_D: -0.205306, lr_D: 0.000200
|
366 |
+
2023-06-29 18:27:50,087 - INFO - [Train] step: 16999, loss_G: -0.099644, lr_G: 0.000200
|
367 |
+
2023-06-29 18:28:54,189 - INFO - [Eval] step: 16999, fid: 53.539638
|
368 |
+
2023-06-29 18:29:50,275 - INFO - [Train] step: 17099, loss_D: -0.513577, lr_D: 0.000200
|
369 |
+
2023-06-29 18:29:50,356 - INFO - [Train] step: 17099, loss_G: 0.931904, lr_G: 0.000200
|
370 |
+
2023-06-29 18:30:46,219 - INFO - [Train] step: 17199, loss_D: -0.255238, lr_D: 0.000200
|
371 |
+
2023-06-29 18:30:46,299 - INFO - [Train] step: 17199, loss_G: -0.037735, lr_G: 0.000200
|
372 |
+
2023-06-29 18:31:42,190 - INFO - [Train] step: 17299, loss_D: -0.681707, lr_D: 0.000200
|
373 |
+
2023-06-29 18:31:42,271 - INFO - [Train] step: 17299, loss_G: 0.908049, lr_G: 0.000200
|
374 |
+
2023-06-29 18:32:38,149 - INFO - [Train] step: 17399, loss_D: -0.256309, lr_D: 0.000200
|
375 |
+
2023-06-29 18:32:38,230 - INFO - [Train] step: 17399, loss_G: 0.309436, lr_G: 0.000200
|
376 |
+
2023-06-29 18:33:34,263 - INFO - [Train] step: 17499, loss_D: -0.259828, lr_D: 0.000200
|
377 |
+
2023-06-29 18:33:34,344 - INFO - [Train] step: 17499, loss_G: 0.339073, lr_G: 0.000200
|
378 |
+
2023-06-29 18:34:30,203 - INFO - [Train] step: 17599, loss_D: -0.359323, lr_D: 0.000200
|
379 |
+
2023-06-29 18:34:30,284 - INFO - [Train] step: 17599, loss_G: -0.370633, lr_G: 0.000200
|
380 |
+
2023-06-29 18:35:26,160 - INFO - [Train] step: 17699, loss_D: -0.486307, lr_D: 0.000200
|
381 |
+
2023-06-29 18:35:26,240 - INFO - [Train] step: 17699, loss_G: 0.707744, lr_G: 0.000200
|
382 |
+
2023-06-29 18:36:22,174 - INFO - [Train] step: 17799, loss_D: -0.213498, lr_D: 0.000200
|
383 |
+
2023-06-29 18:36:22,255 - INFO - [Train] step: 17799, loss_G: 0.594274, lr_G: 0.000200
|
384 |
+
2023-06-29 18:37:18,141 - INFO - [Train] step: 17899, loss_D: -0.377751, lr_D: 0.000200
|
385 |
+
2023-06-29 18:37:18,222 - INFO - [Train] step: 17899, loss_G: 0.543531, lr_G: 0.000200
|
386 |
+
2023-06-29 18:38:14,094 - INFO - [Train] step: 17999, loss_D: -0.684372, lr_D: 0.000200
|
387 |
+
2023-06-29 18:38:14,175 - INFO - [Train] step: 17999, loss_G: -0.341155, lr_G: 0.000200
|
388 |
+
2023-06-29 18:39:18,333 - INFO - [Eval] step: 17999, fid: 53.375392
|
389 |
+
2023-06-29 18:40:14,436 - INFO - [Train] step: 18099, loss_D: -0.283494, lr_D: 0.000200
|
390 |
+
2023-06-29 18:40:14,517 - INFO - [Train] step: 18099, loss_G: 0.039420, lr_G: 0.000200
|
391 |
+
2023-06-29 18:41:10,574 - INFO - [Train] step: 18199, loss_D: -0.268967, lr_D: 0.000200
|
392 |
+
2023-06-29 18:41:10,655 - INFO - [Train] step: 18199, loss_G: 0.587384, lr_G: 0.000200
|
393 |
+
2023-06-29 18:42:06,560 - INFO - [Train] step: 18299, loss_D: -0.443104, lr_D: 0.000200
|
394 |
+
2023-06-29 18:42:06,641 - INFO - [Train] step: 18299, loss_G: 1.050815, lr_G: 0.000200
|
395 |
+
2023-06-29 18:43:02,529 - INFO - [Train] step: 18399, loss_D: -0.277237, lr_D: 0.000200
|
396 |
+
2023-06-29 18:43:02,610 - INFO - [Train] step: 18399, loss_G: 0.223883, lr_G: 0.000200
|
397 |
+
2023-06-29 18:43:58,511 - INFO - [Train] step: 18499, loss_D: -0.327148, lr_D: 0.000200
|
398 |
+
2023-06-29 18:43:58,592 - INFO - [Train] step: 18499, loss_G: 0.570275, lr_G: 0.000200
|
399 |
+
2023-06-29 18:44:54,458 - INFO - [Train] step: 18599, loss_D: -0.260445, lr_D: 0.000200
|
400 |
+
2023-06-29 18:44:54,539 - INFO - [Train] step: 18599, loss_G: 0.236552, lr_G: 0.000200
|
401 |
+
2023-06-29 18:45:50,428 - INFO - [Train] step: 18699, loss_D: -0.594039, lr_D: 0.000200
|
402 |
+
2023-06-29 18:45:50,509 - INFO - [Train] step: 18699, loss_G: 0.821654, lr_G: 0.000200
|
403 |
+
2023-06-29 18:46:46,568 - INFO - [Train] step: 18799, loss_D: -0.642464, lr_D: 0.000200
|
404 |
+
2023-06-29 18:46:46,648 - INFO - [Train] step: 18799, loss_G: 0.513774, lr_G: 0.000200
|
405 |
+
2023-06-29 18:47:42,511 - INFO - [Train] step: 18899, loss_D: -0.348884, lr_D: 0.000200
|
406 |
+
2023-06-29 18:47:42,592 - INFO - [Train] step: 18899, loss_G: 0.379078, lr_G: 0.000200
|
407 |
+
2023-06-29 18:48:38,473 - INFO - [Train] step: 18999, loss_D: -0.232302, lr_D: 0.000200
|
408 |
+
2023-06-29 18:48:38,554 - INFO - [Train] step: 18999, loss_G: -0.231867, lr_G: 0.000200
|
409 |
+
2023-06-29 18:49:42,625 - INFO - [Eval] step: 18999, fid: 52.194281
|
410 |
+
2023-06-29 18:50:38,694 - INFO - [Train] step: 19099, loss_D: -0.299051, lr_D: 0.000200
|
411 |
+
2023-06-29 18:50:38,775 - INFO - [Train] step: 19099, loss_G: 0.621282, lr_G: 0.000200
|
412 |
+
2023-06-29 18:51:34,636 - INFO - [Train] step: 19199, loss_D: -0.622900, lr_D: 0.000200
|
413 |
+
2023-06-29 18:51:34,718 - INFO - [Train] step: 19199, loss_G: -0.551604, lr_G: 0.000200
|
414 |
+
2023-06-29 18:52:30,628 - INFO - [Train] step: 19299, loss_D: -0.284863, lr_D: 0.000200
|
415 |
+
2023-06-29 18:52:30,709 - INFO - [Train] step: 19299, loss_G: 0.672477, lr_G: 0.000200
|
416 |
+
2023-06-29 18:53:26,639 - INFO - [Train] step: 19399, loss_D: -0.267192, lr_D: 0.000200
|
417 |
+
2023-06-29 18:53:26,719 - INFO - [Train] step: 19399, loss_G: 0.599022, lr_G: 0.000200
|
418 |
+
2023-06-29 18:54:22,743 - INFO - [Train] step: 19499, loss_D: -0.970493, lr_D: 0.000200
|
419 |
+
2023-06-29 18:54:22,824 - INFO - [Train] step: 19499, loss_G: 0.028820, lr_G: 0.000200
|
420 |
+
2023-06-29 18:55:18,690 - INFO - [Train] step: 19599, loss_D: -0.142857, lr_D: 0.000200
|
421 |
+
2023-06-29 18:55:18,771 - INFO - [Train] step: 19599, loss_G: -0.188066, lr_G: 0.000200
|
422 |
+
2023-06-29 18:56:14,634 - INFO - [Train] step: 19699, loss_D: -0.281831, lr_D: 0.000200
|
423 |
+
2023-06-29 18:56:14,714 - INFO - [Train] step: 19699, loss_G: 0.728521, lr_G: 0.000200
|
424 |
+
2023-06-29 18:57:10,578 - INFO - [Train] step: 19799, loss_D: -0.855503, lr_D: 0.000200
|
425 |
+
2023-06-29 18:57:10,659 - INFO - [Train] step: 19799, loss_G: -0.447113, lr_G: 0.000200
|
426 |
+
2023-06-29 18:58:06,529 - INFO - [Train] step: 19899, loss_D: -0.368946, lr_D: 0.000200
|
427 |
+
2023-06-29 18:58:06,610 - INFO - [Train] step: 19899, loss_G: 0.016978, lr_G: 0.000200
|
428 |
+
2023-06-29 18:59:02,471 - INFO - [Train] step: 19999, loss_D: -0.337500, lr_D: 0.000200
|
429 |
+
2023-06-29 18:59:02,552 - INFO - [Train] step: 19999, loss_G: 0.687786, lr_G: 0.000200
|
430 |
+
2023-06-29 19:00:06,688 - INFO - [Eval] step: 19999, fid: 52.579975
|
431 |
+
2023-06-29 19:01:02,826 - INFO - [Train] step: 20099, loss_D: -0.241059, lr_D: 0.000200
|
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+
2023-06-29 19:01:02,906 - INFO - [Train] step: 20099, loss_G: 0.095442, lr_G: 0.000200
|
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+
2023-06-29 19:01:58,852 - INFO - [Train] step: 20199, loss_D: -0.288343, lr_D: 0.000200
|
434 |
+
2023-06-29 19:01:58,933 - INFO - [Train] step: 20199, loss_G: -0.009804, lr_G: 0.000200
|
435 |
+
2023-06-29 19:02:54,984 - INFO - [Train] step: 20299, loss_D: -0.164176, lr_D: 0.000200
|
436 |
+
2023-06-29 19:02:55,066 - INFO - [Train] step: 20299, loss_G: 0.152547, lr_G: 0.000200
|
437 |
+
2023-06-29 19:03:51,115 - INFO - [Train] step: 20399, loss_D: -0.260839, lr_D: 0.000200
|
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+
2023-06-29 19:03:51,196 - INFO - [Train] step: 20399, loss_G: -0.090593, lr_G: 0.000200
|
439 |
+
2023-06-29 19:04:47,231 - INFO - [Train] step: 20499, loss_D: -0.213408, lr_D: 0.000200
|
440 |
+
2023-06-29 19:04:47,312 - INFO - [Train] step: 20499, loss_G: -0.041496, lr_G: 0.000200
|
441 |
+
2023-06-29 19:05:43,216 - INFO - [Train] step: 20599, loss_D: -0.623333, lr_D: 0.000200
|
442 |
+
2023-06-29 19:05:43,297 - INFO - [Train] step: 20599, loss_G: -0.457506, lr_G: 0.000200
|
443 |
+
2023-06-29 19:06:39,322 - INFO - [Train] step: 20699, loss_D: -0.166982, lr_D: 0.000200
|
444 |
+
2023-06-29 19:06:39,403 - INFO - [Train] step: 20699, loss_G: 0.261889, lr_G: 0.000200
|
445 |
+
2023-06-29 19:07:35,232 - INFO - [Train] step: 20799, loss_D: -0.457764, lr_D: 0.000200
|
446 |
+
2023-06-29 19:07:35,313 - INFO - [Train] step: 20799, loss_G: 0.631069, lr_G: 0.000200
|
447 |
+
2023-06-29 19:08:31,167 - INFO - [Train] step: 20899, loss_D: -0.339654, lr_D: 0.000200
|
448 |
+
2023-06-29 19:08:31,248 - INFO - [Train] step: 20899, loss_G: -0.474465, lr_G: 0.000200
|
449 |
+
2023-06-29 19:09:27,186 - INFO - [Train] step: 20999, loss_D: -0.128796, lr_D: 0.000200
|
450 |
+
2023-06-29 19:09:27,267 - INFO - [Train] step: 20999, loss_G: 0.401827, lr_G: 0.000200
|
451 |
+
2023-06-29 19:10:31,411 - INFO - [Eval] step: 20999, fid: 51.779370
|
452 |
+
2023-06-29 19:11:27,473 - INFO - [Train] step: 21099, loss_D: -0.250321, lr_D: 0.000200
|
453 |
+
2023-06-29 19:11:27,554 - INFO - [Train] step: 21099, loss_G: -0.277908, lr_G: 0.000200
|
454 |
+
2023-06-29 19:12:23,466 - INFO - [Train] step: 21199, loss_D: -0.249741, lr_D: 0.000200
|
455 |
+
2023-06-29 19:12:23,547 - INFO - [Train] step: 21199, loss_G: 0.101692, lr_G: 0.000200
|
456 |
+
2023-06-29 19:13:19,403 - INFO - [Train] step: 21299, loss_D: -0.150207, lr_D: 0.000200
|
457 |
+
2023-06-29 19:13:19,484 - INFO - [Train] step: 21299, loss_G: -0.212442, lr_G: 0.000200
|
458 |
+
2023-06-29 19:14:15,516 - INFO - [Train] step: 21399, loss_D: -0.832891, lr_D: 0.000200
|
459 |
+
2023-06-29 19:14:15,597 - INFO - [Train] step: 21399, loss_G: -0.761273, lr_G: 0.000200
|
460 |
+
2023-06-29 19:15:11,463 - INFO - [Train] step: 21499, loss_D: -0.370257, lr_D: 0.000200
|
461 |
+
2023-06-29 19:15:11,543 - INFO - [Train] step: 21499, loss_G: 0.313626, lr_G: 0.000200
|
462 |
+
2023-06-29 19:16:07,419 - INFO - [Train] step: 21599, loss_D: -0.107755, lr_D: 0.000200
|
463 |
+
2023-06-29 19:16:07,500 - INFO - [Train] step: 21599, loss_G: -0.365736, lr_G: 0.000200
|
464 |
+
2023-06-29 19:17:03,414 - INFO - [Train] step: 21699, loss_D: -0.409263, lr_D: 0.000200
|
465 |
+
2023-06-29 19:17:03,495 - INFO - [Train] step: 21699, loss_G: -0.882881, lr_G: 0.000200
|
466 |
+
2023-06-29 19:17:59,404 - INFO - [Train] step: 21799, loss_D: -0.337196, lr_D: 0.000200
|
467 |
+
2023-06-29 19:17:59,485 - INFO - [Train] step: 21799, loss_G: 0.237929, lr_G: 0.000200
|
468 |
+
2023-06-29 19:18:55,352 - INFO - [Train] step: 21899, loss_D: -0.349589, lr_D: 0.000200
|
469 |
+
2023-06-29 19:18:55,433 - INFO - [Train] step: 21899, loss_G: -0.264714, lr_G: 0.000200
|
470 |
+
2023-06-29 19:19:51,487 - INFO - [Train] step: 21999, loss_D: -0.177130, lr_D: 0.000200
|
471 |
+
2023-06-29 19:19:51,568 - INFO - [Train] step: 21999, loss_G: 0.349135, lr_G: 0.000200
|
472 |
+
2023-06-29 19:20:55,714 - INFO - [Eval] step: 21999, fid: 52.581239
|
473 |
+
2023-06-29 19:21:51,588 - INFO - [Train] step: 22099, loss_D: -0.189163, lr_D: 0.000200
|
474 |
+
2023-06-29 19:21:51,668 - INFO - [Train] step: 22099, loss_G: -0.278413, lr_G: 0.000200
|
475 |
+
2023-06-29 19:22:47,544 - INFO - [Train] step: 22199, loss_D: -0.205289, lr_D: 0.000200
|
476 |
+
2023-06-29 19:22:47,624 - INFO - [Train] step: 22199, loss_G: -0.038330, lr_G: 0.000200
|
477 |
+
2023-06-29 19:23:43,521 - INFO - [Train] step: 22299, loss_D: -0.182958, lr_D: 0.000200
|
478 |
+
2023-06-29 19:23:43,602 - INFO - [Train] step: 22299, loss_G: -0.039926, lr_G: 0.000200
|
479 |
+
2023-06-29 19:24:39,506 - INFO - [Train] step: 22399, loss_D: -0.514402, lr_D: 0.000200
|
480 |
+
2023-06-29 19:24:39,587 - INFO - [Train] step: 22399, loss_G: 0.739511, lr_G: 0.000200
|
481 |
+
2023-06-29 19:25:35,460 - INFO - [Train] step: 22499, loss_D: 0.050178, lr_D: 0.000200
|
482 |
+
2023-06-29 19:25:35,541 - INFO - [Train] step: 22499, loss_G: 0.264819, lr_G: 0.000200
|
483 |
+
2023-06-29 19:26:31,446 - INFO - [Train] step: 22599, loss_D: -0.254130, lr_D: 0.000200
|
484 |
+
2023-06-29 19:26:31,527 - INFO - [Train] step: 22599, loss_G: 0.175104, lr_G: 0.000200
|
485 |
+
2023-06-29 19:27:27,634 - INFO - [Train] step: 22699, loss_D: -0.184589, lr_D: 0.000200
|
486 |
+
2023-06-29 19:27:27,715 - INFO - [Train] step: 22699, loss_G: -0.246641, lr_G: 0.000200
|
487 |
+
2023-06-29 19:28:23,650 - INFO - [Train] step: 22799, loss_D: -0.213186, lr_D: 0.000200
|
488 |
+
2023-06-29 19:28:23,730 - INFO - [Train] step: 22799, loss_G: -0.610001, lr_G: 0.000200
|
489 |
+
2023-06-29 19:29:19,621 - INFO - [Train] step: 22899, loss_D: -0.247078, lr_D: 0.000200
|
490 |
+
2023-06-29 19:29:19,702 - INFO - [Train] step: 22899, loss_G: -0.320821, lr_G: 0.000200
|
491 |
+
2023-06-29 19:30:15,566 - INFO - [Train] step: 22999, loss_D: -0.456847, lr_D: 0.000200
|
492 |
+
2023-06-29 19:30:15,647 - INFO - [Train] step: 22999, loss_G: 0.769439, lr_G: 0.000200
|
493 |
+
2023-06-29 19:31:19,785 - INFO - [Eval] step: 22999, fid: 51.117403
|
494 |
+
2023-06-29 19:32:15,838 - INFO - [Train] step: 23099, loss_D: -0.208380, lr_D: 0.000200
|
495 |
+
2023-06-29 19:32:15,918 - INFO - [Train] step: 23099, loss_G: 0.683111, lr_G: 0.000200
|
496 |
+
2023-06-29 19:33:11,801 - INFO - [Train] step: 23199, loss_D: -0.265071, lr_D: 0.000200
|
497 |
+
2023-06-29 19:33:11,882 - INFO - [Train] step: 23199, loss_G: -0.604456, lr_G: 0.000200
|
498 |
+
2023-06-29 19:34:07,941 - INFO - [Train] step: 23299, loss_D: -0.326309, lr_D: 0.000200
|
499 |
+
2023-06-29 19:34:08,022 - INFO - [Train] step: 23299, loss_G: -0.073202, lr_G: 0.000200
|
500 |
+
2023-06-29 19:35:03,896 - INFO - [Train] step: 23399, loss_D: -0.162443, lr_D: 0.000200
|
501 |
+
2023-06-29 19:35:03,977 - INFO - [Train] step: 23399, loss_G: -0.032662, lr_G: 0.000200
|
502 |
+
2023-06-29 19:35:59,851 - INFO - [Train] step: 23499, loss_D: -0.381471, lr_D: 0.000200
|
503 |
+
2023-06-29 19:35:59,931 - INFO - [Train] step: 23499, loss_G: 0.751587, lr_G: 0.000200
|
504 |
+
2023-06-29 19:36:55,820 - INFO - [Train] step: 23599, loss_D: -0.243243, lr_D: 0.000200
|
505 |
+
2023-06-29 19:36:55,901 - INFO - [Train] step: 23599, loss_G: 0.584602, lr_G: 0.000200
|
506 |
+
2023-06-29 19:37:51,755 - INFO - [Train] step: 23699, loss_D: -0.737125, lr_D: 0.000200
|
507 |
+
2023-06-29 19:37:51,836 - INFO - [Train] step: 23699, loss_G: 0.322124, lr_G: 0.000200
|
508 |
+
2023-06-29 19:38:47,685 - INFO - [Train] step: 23799, loss_D: -0.314371, lr_D: 0.000200
|
509 |
+
2023-06-29 19:38:47,766 - INFO - [Train] step: 23799, loss_G: 0.370130, lr_G: 0.000200
|
510 |
+
2023-06-29 19:39:43,660 - INFO - [Train] step: 23899, loss_D: -0.186635, lr_D: 0.000200
|
511 |
+
2023-06-29 19:39:43,740 - INFO - [Train] step: 23899, loss_G: 0.151037, lr_G: 0.000200
|
512 |
+
2023-06-29 19:40:39,791 - INFO - [Train] step: 23999, loss_D: -0.409385, lr_D: 0.000200
|
513 |
+
2023-06-29 19:40:39,872 - INFO - [Train] step: 23999, loss_G: 0.728581, lr_G: 0.000200
|
514 |
+
2023-06-29 19:41:43,952 - INFO - [Eval] step: 23999, fid: 50.710913
|
515 |
+
2023-06-29 19:42:40,048 - INFO - [Train] step: 24099, loss_D: -0.272841, lr_D: 0.000200
|
516 |
+
2023-06-29 19:42:40,128 - INFO - [Train] step: 24099, loss_G: -0.784432, lr_G: 0.000200
|
517 |
+
2023-06-29 19:43:35,989 - INFO - [Train] step: 24199, loss_D: -0.236885, lr_D: 0.000200
|
518 |
+
2023-06-29 19:43:36,069 - INFO - [Train] step: 24199, loss_G: 0.312796, lr_G: 0.000200
|
519 |
+
2023-06-29 19:44:31,942 - INFO - [Train] step: 24299, loss_D: -0.084026, lr_D: 0.000200
|
520 |
+
2023-06-29 19:44:32,023 - INFO - [Train] step: 24299, loss_G: 0.198190, lr_G: 0.000200
|
521 |
+
2023-06-29 19:45:27,894 - INFO - [Train] step: 24399, loss_D: -0.112706, lr_D: 0.000200
|
522 |
+
2023-06-29 19:45:27,975 - INFO - [Train] step: 24399, loss_G: -0.234522, lr_G: 0.000200
|
523 |
+
2023-06-29 19:46:23,866 - INFO - [Train] step: 24499, loss_D: -0.121795, lr_D: 0.000200
|
524 |
+
2023-06-29 19:46:23,946 - INFO - [Train] step: 24499, loss_G: 0.195130, lr_G: 0.000200
|
525 |
+
2023-06-29 19:47:20,002 - INFO - [Train] step: 24599, loss_D: -0.064105, lr_D: 0.000200
|
526 |
+
2023-06-29 19:47:20,082 - INFO - [Train] step: 24599, loss_G: -0.277513, lr_G: 0.000200
|
527 |
+
2023-06-29 19:48:15,942 - INFO - [Train] step: 24699, loss_D: -0.283035, lr_D: 0.000200
|
528 |
+
2023-06-29 19:48:16,023 - INFO - [Train] step: 24699, loss_G: 0.790682, lr_G: 0.000200
|
529 |
+
2023-06-29 19:49:11,879 - INFO - [Train] step: 24799, loss_D: -0.298452, lr_D: 0.000200
|
530 |
+
2023-06-29 19:49:11,960 - INFO - [Train] step: 24799, loss_G: 0.495903, lr_G: 0.000200
|
531 |
+
2023-06-29 19:50:07,870 - INFO - [Train] step: 24899, loss_D: -0.316555, lr_D: 0.000200
|
532 |
+
2023-06-29 19:50:07,950 - INFO - [Train] step: 24899, loss_G: 0.613321, lr_G: 0.000200
|
533 |
+
2023-06-29 19:51:03,845 - INFO - [Train] step: 24999, loss_D: -0.189986, lr_D: 0.000200
|
534 |
+
2023-06-29 19:51:03,925 - INFO - [Train] step: 24999, loss_G: 0.436718, lr_G: 0.000200
|
535 |
+
2023-06-29 19:52:08,072 - INFO - [Eval] step: 24999, fid: 50.424016
|
536 |
+
2023-06-29 19:53:04,148 - INFO - [Train] step: 25099, loss_D: -0.222354, lr_D: 0.000200
|
537 |
+
2023-06-29 19:53:04,228 - INFO - [Train] step: 25099, loss_G: 0.303798, lr_G: 0.000200
|
538 |
+
2023-06-29 19:54:00,102 - INFO - [Train] step: 25199, loss_D: -0.316311, lr_D: 0.000200
|
539 |
+
2023-06-29 19:54:00,183 - INFO - [Train] step: 25199, loss_G: 0.543657, lr_G: 0.000200
|
540 |
+
2023-06-29 19:54:56,234 - INFO - [Train] step: 25299, loss_D: -0.186369, lr_D: 0.000200
|
541 |
+
2023-06-29 19:54:56,315 - INFO - [Train] step: 25299, loss_G: 0.462160, lr_G: 0.000200
|
542 |
+
2023-06-29 19:55:52,183 - INFO - [Train] step: 25399, loss_D: -0.223183, lr_D: 0.000200
|
543 |
+
2023-06-29 19:55:52,263 - INFO - [Train] step: 25399, loss_G: 0.169095, lr_G: 0.000200
|
544 |
+
2023-06-29 19:56:48,182 - INFO - [Train] step: 25499, loss_D: -0.095240, lr_D: 0.000200
|
545 |
+
2023-06-29 19:56:48,263 - INFO - [Train] step: 25499, loss_G: 0.117177, lr_G: 0.000200
|
546 |
+
2023-06-29 19:57:44,129 - INFO - [Train] step: 25599, loss_D: -0.198062, lr_D: 0.000200
|
547 |
+
2023-06-29 19:57:44,210 - INFO - [Train] step: 25599, loss_G: 0.751349, lr_G: 0.000200
|
548 |
+
2023-06-29 19:58:40,114 - INFO - [Train] step: 25699, loss_D: -0.352834, lr_D: 0.000200
|
549 |
+
2023-06-29 19:58:40,194 - INFO - [Train] step: 25699, loss_G: 0.791671, lr_G: 0.000200
|
550 |
+
2023-06-29 19:59:36,068 - INFO - [Train] step: 25799, loss_D: -0.312917, lr_D: 0.000200
|
551 |
+
2023-06-29 19:59:36,149 - INFO - [Train] step: 25799, loss_G: 0.621706, lr_G: 0.000200
|
552 |
+
2023-06-29 20:00:32,233 - INFO - [Train] step: 25899, loss_D: -0.257795, lr_D: 0.000200
|
553 |
+
2023-06-29 20:00:32,314 - INFO - [Train] step: 25899, loss_G: -0.375227, lr_G: 0.000200
|
554 |
+
2023-06-29 20:01:28,168 - INFO - [Train] step: 25999, loss_D: -0.159485, lr_D: 0.000200
|
555 |
+
2023-06-29 20:01:28,248 - INFO - [Train] step: 25999, loss_G: -0.256657, lr_G: 0.000200
|
556 |
+
2023-06-29 20:02:32,381 - INFO - [Eval] step: 25999, fid: 49.719738
|
557 |
+
2023-06-29 20:03:28,488 - INFO - [Train] step: 26099, loss_D: -0.364207, lr_D: 0.000200
|
558 |
+
2023-06-29 20:03:28,568 - INFO - [Train] step: 26099, loss_G: -0.091527, lr_G: 0.000200
|
559 |
+
2023-06-29 20:04:24,454 - INFO - [Train] step: 26199, loss_D: -0.051903, lr_D: 0.000200
|
560 |
+
2023-06-29 20:04:24,535 - INFO - [Train] step: 26199, loss_G: -0.384937, lr_G: 0.000200
|
561 |
+
2023-06-29 20:05:20,387 - INFO - [Train] step: 26299, loss_D: -0.283852, lr_D: 0.000200
|
562 |
+
2023-06-29 20:05:20,468 - INFO - [Train] step: 26299, loss_G: -0.062731, lr_G: 0.000200
|
563 |
+
2023-06-29 20:06:16,406 - INFO - [Train] step: 26399, loss_D: -0.156551, lr_D: 0.000200
|
564 |
+
2023-06-29 20:06:16,487 - INFO - [Train] step: 26399, loss_G: -0.098009, lr_G: 0.000200
|
565 |
+
2023-06-29 20:07:12,341 - INFO - [Train] step: 26499, loss_D: -0.541418, lr_D: 0.000200
|
566 |
+
2023-06-29 20:07:12,421 - INFO - [Train] step: 26499, loss_G: 0.012804, lr_G: 0.000200
|
567 |
+
2023-06-29 20:08:08,537 - INFO - [Train] step: 26599, loss_D: -0.147421, lr_D: 0.000200
|
568 |
+
2023-06-29 20:08:08,618 - INFO - [Train] step: 26599, loss_G: -0.102931, lr_G: 0.000200
|
569 |
+
2023-06-29 20:09:04,485 - INFO - [Train] step: 26699, loss_D: -0.225948, lr_D: 0.000200
|
570 |
+
2023-06-29 20:09:04,566 - INFO - [Train] step: 26699, loss_G: -0.221375, lr_G: 0.000200
|
571 |
+
2023-06-29 20:10:00,443 - INFO - [Train] step: 26799, loss_D: -0.304943, lr_D: 0.000200
|
572 |
+
2023-06-29 20:10:00,523 - INFO - [Train] step: 26799, loss_G: -0.621033, lr_G: 0.000200
|
573 |
+
2023-06-29 20:10:56,376 - INFO - [Train] step: 26899, loss_D: -0.073950, lr_D: 0.000200
|
574 |
+
2023-06-29 20:10:56,456 - INFO - [Train] step: 26899, loss_G: -0.364380, lr_G: 0.000200
|
575 |
+
2023-06-29 20:11:52,321 - INFO - [Train] step: 26999, loss_D: -0.138982, lr_D: 0.000200
|
576 |
+
2023-06-29 20:11:52,402 - INFO - [Train] step: 26999, loss_G: -0.339443, lr_G: 0.000200
|
577 |
+
2023-06-29 20:12:56,460 - INFO - [Eval] step: 26999, fid: 50.436127
|
578 |
+
2023-06-29 20:13:52,304 - INFO - [Train] step: 27099, loss_D: -0.440900, lr_D: 0.000200
|
579 |
+
2023-06-29 20:13:52,384 - INFO - [Train] step: 27099, loss_G: -0.604666, lr_G: 0.000200
|
580 |
+
2023-06-29 20:14:48,452 - INFO - [Train] step: 27199, loss_D: -0.540771, lr_D: 0.000200
|
581 |
+
2023-06-29 20:14:48,532 - INFO - [Train] step: 27199, loss_G: -0.810424, lr_G: 0.000200
|
582 |
+
2023-06-29 20:15:44,443 - INFO - [Train] step: 27299, loss_D: -0.339045, lr_D: 0.000200
|
583 |
+
2023-06-29 20:15:44,524 - INFO - [Train] step: 27299, loss_G: -0.938320, lr_G: 0.000200
|
584 |
+
2023-06-29 20:16:40,401 - INFO - [Train] step: 27399, loss_D: -0.291234, lr_D: 0.000200
|
585 |
+
2023-06-29 20:16:40,482 - INFO - [Train] step: 27399, loss_G: -0.508957, lr_G: 0.000200
|
586 |
+
2023-06-29 20:17:36,350 - INFO - [Train] step: 27499, loss_D: -0.227649, lr_D: 0.000200
|
587 |
+
2023-06-29 20:17:36,431 - INFO - [Train] step: 27499, loss_G: -0.916310, lr_G: 0.000200
|
588 |
+
2023-06-29 20:18:32,298 - INFO - [Train] step: 27599, loss_D: -0.210387, lr_D: 0.000200
|
589 |
+
2023-06-29 20:18:32,379 - INFO - [Train] step: 27599, loss_G: -0.551878, lr_G: 0.000200
|
590 |
+
2023-06-29 20:19:28,244 - INFO - [Train] step: 27699, loss_D: -0.269410, lr_D: 0.000200
|
591 |
+
2023-06-29 20:19:28,325 - INFO - [Train] step: 27699, loss_G: -0.440470, lr_G: 0.000200
|
592 |
+
2023-06-29 20:20:24,211 - INFO - [Train] step: 27799, loss_D: -0.308587, lr_D: 0.000200
|
593 |
+
2023-06-29 20:20:24,291 - INFO - [Train] step: 27799, loss_G: -0.101410, lr_G: 0.000200
|
594 |
+
2023-06-29 20:21:20,315 - INFO - [Train] step: 27899, loss_D: -0.094001, lr_D: 0.000200
|
595 |
+
2023-06-29 20:21:20,396 - INFO - [Train] step: 27899, loss_G: -0.402393, lr_G: 0.000200
|
596 |
+
2023-06-29 20:22:16,246 - INFO - [Train] step: 27999, loss_D: -0.099825, lr_D: 0.000200
|
597 |
+
2023-06-29 20:22:16,326 - INFO - [Train] step: 27999, loss_G: -0.267738, lr_G: 0.000200
|
598 |
+
2023-06-29 20:23:20,431 - INFO - [Eval] step: 27999, fid: 50.253050
|
599 |
+
2023-06-29 20:24:16,260 - INFO - [Train] step: 28099, loss_D: -0.237462, lr_D: 0.000200
|
600 |
+
2023-06-29 20:24:16,341 - INFO - [Train] step: 28099, loss_G: -0.686338, lr_G: 0.000200
|
601 |
+
2023-06-29 20:25:12,220 - INFO - [Train] step: 28199, loss_D: -0.321778, lr_D: 0.000200
|
602 |
+
2023-06-29 20:25:12,301 - INFO - [Train] step: 28199, loss_G: 0.132861, lr_G: 0.000200
|
603 |
+
2023-06-29 20:26:08,152 - INFO - [Train] step: 28299, loss_D: -0.188186, lr_D: 0.000200
|
604 |
+
2023-06-29 20:26:08,233 - INFO - [Train] step: 28299, loss_G: -0.278624, lr_G: 0.000200
|
605 |
+
2023-06-29 20:27:04,144 - INFO - [Train] step: 28399, loss_D: -0.268780, lr_D: 0.000200
|
606 |
+
2023-06-29 20:27:04,225 - INFO - [Train] step: 28399, loss_G: 0.054225, lr_G: 0.000200
|
607 |
+
2023-06-29 20:28:00,293 - INFO - [Train] step: 28499, loss_D: -0.079942, lr_D: 0.000200
|
608 |
+
2023-06-29 20:28:00,374 - INFO - [Train] step: 28499, loss_G: -0.512941, lr_G: 0.000200
|
609 |
+
2023-06-29 20:28:56,257 - INFO - [Train] step: 28599, loss_D: -0.077265, lr_D: 0.000200
|
610 |
+
2023-06-29 20:28:56,338 - INFO - [Train] step: 28599, loss_G: -0.300269, lr_G: 0.000200
|
611 |
+
2023-06-29 20:29:52,207 - INFO - [Train] step: 28699, loss_D: -0.091510, lr_D: 0.000200
|
612 |
+
2023-06-29 20:29:52,288 - INFO - [Train] step: 28699, loss_G: -0.181123, lr_G: 0.000200
|
613 |
+
2023-06-29 20:30:48,190 - INFO - [Train] step: 28799, loss_D: -0.192811, lr_D: 0.000200
|
614 |
+
2023-06-29 20:30:48,271 - INFO - [Train] step: 28799, loss_G: -0.819615, lr_G: 0.000200
|
615 |
+
2023-06-29 20:31:44,162 - INFO - [Train] step: 28899, loss_D: -0.263077, lr_D: 0.000200
|
616 |
+
2023-06-29 20:31:44,243 - INFO - [Train] step: 28899, loss_G: -0.597801, lr_G: 0.000200
|
617 |
+
2023-06-29 20:32:40,092 - INFO - [Train] step: 28999, loss_D: -0.150362, lr_D: 0.000200
|
618 |
+
2023-06-29 20:32:40,173 - INFO - [Train] step: 28999, loss_G: -0.336823, lr_G: 0.000200
|
619 |
+
2023-06-29 20:33:44,255 - INFO - [Eval] step: 28999, fid: 50.814191
|
620 |
+
2023-06-29 20:34:40,192 - INFO - [Train] step: 29099, loss_D: -0.033635, lr_D: 0.000200
|
621 |
+
2023-06-29 20:34:40,272 - INFO - [Train] step: 29099, loss_G: -0.845183, lr_G: 0.000200
|
622 |
+
2023-06-29 20:35:36,298 - INFO - [Train] step: 29199, loss_D: -0.166216, lr_D: 0.000200
|
623 |
+
2023-06-29 20:35:36,379 - INFO - [Train] step: 29199, loss_G: 0.252297, lr_G: 0.000200
|
624 |
+
2023-06-29 20:36:32,245 - INFO - [Train] step: 29299, loss_D: -0.224406, lr_D: 0.000200
|
625 |
+
2023-06-29 20:36:32,326 - INFO - [Train] step: 29299, loss_G: -0.335757, lr_G: 0.000200
|
626 |
+
2023-06-29 20:37:28,206 - INFO - [Train] step: 29399, loss_D: -0.127075, lr_D: 0.000200
|
627 |
+
2023-06-29 20:37:28,287 - INFO - [Train] step: 29399, loss_G: -0.286405, lr_G: 0.000200
|
628 |
+
2023-06-29 20:38:24,179 - INFO - [Train] step: 29499, loss_D: -0.171968, lr_D: 0.000200
|
629 |
+
2023-06-29 20:38:24,260 - INFO - [Train] step: 29499, loss_G: 0.456022, lr_G: 0.000200
|
630 |
+
2023-06-29 20:39:20,156 - INFO - [Train] step: 29599, loss_D: -0.025580, lr_D: 0.000200
|
631 |
+
2023-06-29 20:39:20,237 - INFO - [Train] step: 29599, loss_G: -0.191437, lr_G: 0.000200
|
632 |
+
2023-06-29 20:40:16,135 - INFO - [Train] step: 29699, loss_D: -0.155578, lr_D: 0.000200
|
633 |
+
2023-06-29 20:40:16,215 - INFO - [Train] step: 29699, loss_G: 0.374811, lr_G: 0.000200
|
634 |
+
2023-06-29 20:41:12,285 - INFO - [Train] step: 29799, loss_D: -0.144225, lr_D: 0.000200
|
635 |
+
2023-06-29 20:41:12,366 - INFO - [Train] step: 29799, loss_G: -0.540611, lr_G: 0.000200
|
636 |
+
2023-06-29 20:42:08,206 - INFO - [Train] step: 29899, loss_D: -0.075165, lr_D: 0.000200
|
637 |
+
2023-06-29 20:42:08,287 - INFO - [Train] step: 29899, loss_G: -0.497311, lr_G: 0.000200
|
638 |
+
2023-06-29 20:43:04,162 - INFO - [Train] step: 29999, loss_D: -0.172618, lr_D: 0.000200
|
639 |
+
2023-06-29 20:43:04,242 - INFO - [Train] step: 29999, loss_G: 0.414521, lr_G: 0.000200
|
640 |
+
2023-06-29 20:44:08,311 - INFO - [Eval] step: 29999, fid: 50.717629
|
641 |
+
2023-06-29 20:45:04,295 - INFO - [Train] step: 30099, loss_D: -0.151617, lr_D: 0.000200
|
642 |
+
2023-06-29 20:45:04,376 - INFO - [Train] step: 30099, loss_G: 0.553588, lr_G: 0.000200
|
643 |
+
2023-06-29 20:46:00,268 - INFO - [Train] step: 30199, loss_D: -0.096222, lr_D: 0.000200
|
644 |
+
2023-06-29 20:46:00,349 - INFO - [Train] step: 30199, loss_G: 0.294322, lr_G: 0.000200
|
645 |
+
2023-06-29 20:46:56,215 - INFO - [Train] step: 30299, loss_D: -0.178306, lr_D: 0.000200
|
646 |
+
2023-06-29 20:46:56,296 - INFO - [Train] step: 30299, loss_G: -0.236296, lr_G: 0.000200
|
647 |
+
2023-06-29 20:47:52,400 - INFO - [Train] step: 30399, loss_D: -0.035864, lr_D: 0.000200
|
648 |
+
2023-06-29 20:47:52,481 - INFO - [Train] step: 30399, loss_G: -0.515588, lr_G: 0.000200
|
649 |
+
2023-06-29 20:48:48,348 - INFO - [Train] step: 30499, loss_D: -0.235994, lr_D: 0.000200
|
650 |
+
2023-06-29 20:48:48,429 - INFO - [Train] step: 30499, loss_G: -0.208434, lr_G: 0.000200
|
651 |
+
2023-06-29 20:49:44,274 - INFO - [Train] step: 30599, loss_D: -0.105147, lr_D: 0.000200
|
652 |
+
2023-06-29 20:49:44,354 - INFO - [Train] step: 30599, loss_G: -0.314841, lr_G: 0.000200
|
653 |
+
2023-06-29 20:50:40,254 - INFO - [Train] step: 30699, loss_D: -0.187854, lr_D: 0.000200
|
654 |
+
2023-06-29 20:50:40,335 - INFO - [Train] step: 30699, loss_G: -0.712218, lr_G: 0.000200
|
655 |
+
2023-06-29 20:51:36,203 - INFO - [Train] step: 30799, loss_D: 0.006439, lr_D: 0.000200
|
656 |
+
2023-06-29 20:51:36,283 - INFO - [Train] step: 30799, loss_G: -0.117921, lr_G: 0.000200
|
657 |
+
2023-06-29 20:52:32,132 - INFO - [Train] step: 30899, loss_D: -0.017228, lr_D: 0.000200
|
658 |
+
2023-06-29 20:52:32,213 - INFO - [Train] step: 30899, loss_G: -0.116085, lr_G: 0.000200
|
659 |
+
2023-06-29 20:53:28,096 - INFO - [Train] step: 30999, loss_D: -0.031700, lr_D: 0.000200
|
660 |
+
2023-06-29 20:53:28,177 - INFO - [Train] step: 30999, loss_G: -0.086945, lr_G: 0.000200
|
661 |
+
2023-06-29 20:54:32,313 - INFO - [Eval] step: 30999, fid: 52.107770
|
662 |
+
2023-06-29 20:55:28,404 - INFO - [Train] step: 31099, loss_D: -0.101991, lr_D: 0.000200
|
663 |
+
2023-06-29 20:55:28,484 - INFO - [Train] step: 31099, loss_G: 0.212889, lr_G: 0.000200
|
664 |
+
2023-06-29 20:56:24,369 - INFO - [Train] step: 31199, loss_D: -0.025268, lr_D: 0.000200
|
665 |
+
2023-06-29 20:56:24,449 - INFO - [Train] step: 31199, loss_G: -0.352042, lr_G: 0.000200
|
666 |
+
2023-06-29 20:57:20,313 - INFO - [Train] step: 31299, loss_D: -0.123498, lr_D: 0.000200
|
667 |
+
2023-06-29 20:57:20,393 - INFO - [Train] step: 31299, loss_G: -0.502366, lr_G: 0.000200
|
668 |
+
2023-06-29 20:58:16,261 - INFO - [Train] step: 31399, loss_D: -0.664067, lr_D: 0.000200
|
669 |
+
2023-06-29 20:58:16,342 - INFO - [Train] step: 31399, loss_G: -0.460703, lr_G: 0.000200
|
670 |
+
2023-06-29 20:59:12,221 - INFO - [Train] step: 31499, loss_D: -0.013609, lr_D: 0.000200
|
671 |
+
2023-06-29 20:59:12,302 - INFO - [Train] step: 31499, loss_G: -0.684312, lr_G: 0.000200
|
672 |
+
2023-06-29 21:00:08,159 - INFO - [Train] step: 31599, loss_D: -0.391789, lr_D: 0.000200
|
673 |
+
2023-06-29 21:00:08,240 - INFO - [Train] step: 31599, loss_G: -0.442279, lr_G: 0.000200
|
674 |
+
2023-06-29 21:01:04,278 - INFO - [Train] step: 31699, loss_D: -0.046703, lr_D: 0.000200
|
675 |
+
2023-06-29 21:01:04,359 - INFO - [Train] step: 31699, loss_G: -0.880185, lr_G: 0.000200
|
676 |
+
2023-06-29 21:02:00,255 - INFO - [Train] step: 31799, loss_D: -0.528566, lr_D: 0.000200
|
677 |
+
2023-06-29 21:02:00,336 - INFO - [Train] step: 31799, loss_G: -0.168644, lr_G: 0.000200
|
678 |
+
2023-06-29 21:02:56,233 - INFO - [Train] step: 31899, loss_D: -0.559059, lr_D: 0.000200
|
679 |
+
2023-06-29 21:02:56,314 - INFO - [Train] step: 31899, loss_G: -1.108367, lr_G: 0.000200
|
680 |
+
2023-06-29 21:03:52,146 - INFO - [Train] step: 31999, loss_D: -0.977145, lr_D: 0.000200
|
681 |
+
2023-06-29 21:03:52,227 - INFO - [Train] step: 31999, loss_G: 0.000788, lr_G: 0.000200
|
682 |
+
2023-06-29 21:04:56,367 - INFO - [Eval] step: 31999, fid: 56.424180
|
683 |
+
2023-06-29 21:05:52,167 - INFO - [Train] step: 32099, loss_D: -0.902921, lr_D: 0.000200
|
684 |
+
2023-06-29 21:05:52,248 - INFO - [Train] step: 32099, loss_G: -0.214012, lr_G: 0.000200
|
685 |
+
2023-06-29 21:06:48,093 - INFO - [Train] step: 32199, loss_D: -0.497733, lr_D: 0.000200
|
686 |
+
2023-06-29 21:06:48,174 - INFO - [Train] step: 32199, loss_G: -0.498960, lr_G: 0.000200
|
687 |
+
2023-06-29 21:07:44,024 - INFO - [Train] step: 32299, loss_D: -0.633462, lr_D: 0.000200
|
688 |
+
2023-06-29 21:07:44,104 - INFO - [Train] step: 32299, loss_G: -0.159241, lr_G: 0.000200
|
689 |
+
2023-06-29 21:08:40,121 - INFO - [Train] step: 32399, loss_D: -0.143592, lr_D: 0.000200
|
690 |
+
2023-06-29 21:08:40,202 - INFO - [Train] step: 32399, loss_G: -0.425177, lr_G: 0.000200
|
691 |
+
2023-06-29 21:09:36,035 - INFO - [Train] step: 32499, loss_D: -0.462151, lr_D: 0.000200
|
692 |
+
2023-06-29 21:09:36,116 - INFO - [Train] step: 32499, loss_G: -0.405348, lr_G: 0.000200
|
693 |
+
2023-06-29 21:10:31,957 - INFO - [Train] step: 32599, loss_D: -0.370812, lr_D: 0.000200
|
694 |
+
2023-06-29 21:10:32,038 - INFO - [Train] step: 32599, loss_G: -0.228857, lr_G: 0.000200
|
695 |
+
2023-06-29 21:11:27,871 - INFO - [Train] step: 32699, loss_D: -0.833916, lr_D: 0.000200
|
696 |
+
2023-06-29 21:11:27,952 - INFO - [Train] step: 32699, loss_G: -1.127996, lr_G: 0.000200
|
697 |
+
2023-06-29 21:12:23,789 - INFO - [Train] step: 32799, loss_D: -1.042816, lr_D: 0.000200
|
698 |
+
2023-06-29 21:12:23,870 - INFO - [Train] step: 32799, loss_G: -0.110342, lr_G: 0.000200
|
699 |
+
2023-06-29 21:13:19,747 - INFO - [Train] step: 32899, loss_D: -0.535119, lr_D: 0.000200
|
700 |
+
2023-06-29 21:13:19,828 - INFO - [Train] step: 32899, loss_G: -0.082344, lr_G: 0.000200
|
701 |
+
2023-06-29 21:14:15,864 - INFO - [Train] step: 32999, loss_D: -0.679631, lr_D: 0.000200
|
702 |
+
2023-06-29 21:14:15,945 - INFO - [Train] step: 32999, loss_G: -0.347484, lr_G: 0.000200
|
703 |
+
2023-06-29 21:15:20,075 - INFO - [Eval] step: 32999, fid: 57.090600
|
704 |
+
2023-06-29 21:16:15,895 - INFO - [Train] step: 33099, loss_D: -0.061740, lr_D: 0.000200
|
705 |
+
2023-06-29 21:16:15,976 - INFO - [Train] step: 33099, loss_G: 0.153369, lr_G: 0.000200
|
706 |
+
2023-06-29 21:17:11,829 - INFO - [Train] step: 33199, loss_D: -0.096634, lr_D: 0.000200
|
707 |
+
2023-06-29 21:17:11,909 - INFO - [Train] step: 33199, loss_G: -0.033168, lr_G: 0.000200
|
708 |
+
2023-06-29 21:18:07,769 - INFO - [Train] step: 33299, loss_D: -0.149542, lr_D: 0.000200
|
709 |
+
2023-06-29 21:18:07,849 - INFO - [Train] step: 33299, loss_G: -0.480602, lr_G: 0.000200
|
710 |
+
2023-06-29 21:19:03,772 - INFO - [Train] step: 33399, loss_D: -0.155791, lr_D: 0.000200
|
711 |
+
2023-06-29 21:19:03,853 - INFO - [Train] step: 33399, loss_G: -0.547603, lr_G: 0.000200
|
712 |
+
2023-06-29 21:19:59,747 - INFO - [Train] step: 33499, loss_D: -0.165494, lr_D: 0.000200
|
713 |
+
2023-06-29 21:19:59,827 - INFO - [Train] step: 33499, loss_G: -0.336066, lr_G: 0.000200
|
714 |
+
2023-06-29 21:20:55,705 - INFO - [Train] step: 33599, loss_D: -0.080641, lr_D: 0.000200
|
715 |
+
2023-06-29 21:20:55,785 - INFO - [Train] step: 33599, loss_G: -0.362375, lr_G: 0.000200
|
716 |
+
2023-06-29 21:21:51,828 - INFO - [Train] step: 33699, loss_D: -0.582405, lr_D: 0.000200
|
717 |
+
2023-06-29 21:21:51,908 - INFO - [Train] step: 33699, loss_G: -0.837543, lr_G: 0.000200
|
718 |
+
2023-06-29 21:22:47,797 - INFO - [Train] step: 33799, loss_D: -0.521492, lr_D: 0.000200
|
719 |
+
2023-06-29 21:22:47,878 - INFO - [Train] step: 33799, loss_G: -0.381544, lr_G: 0.000200
|
720 |
+
2023-06-29 21:23:43,746 - INFO - [Train] step: 33899, loss_D: -0.544216, lr_D: 0.000200
|
721 |
+
2023-06-29 21:23:43,826 - INFO - [Train] step: 33899, loss_G: -1.067221, lr_G: 0.000200
|
722 |
+
2023-06-29 21:24:39,651 - INFO - [Train] step: 33999, loss_D: -0.183867, lr_D: 0.000200
|
723 |
+
2023-06-29 21:24:39,731 - INFO - [Train] step: 33999, loss_G: -0.155556, lr_G: 0.000200
|
724 |
+
2023-06-29 21:25:43,874 - INFO - [Eval] step: 33999, fid: 57.256065
|
725 |
+
2023-06-29 21:26:39,692 - INFO - [Train] step: 34099, loss_D: -0.395606, lr_D: 0.000200
|
726 |
+
2023-06-29 21:26:39,772 - INFO - [Train] step: 34099, loss_G: -0.545324, lr_G: 0.000200
|
727 |
+
2023-06-29 21:27:35,588 - INFO - [Train] step: 34199, loss_D: -0.256745, lr_D: 0.000200
|
728 |
+
2023-06-29 21:27:35,669 - INFO - [Train] step: 34199, loss_G: -0.265838, lr_G: 0.000200
|
729 |
+
2023-06-29 21:28:31,684 - INFO - [Train] step: 34299, loss_D: -0.492628, lr_D: 0.000200
|
730 |
+
2023-06-29 21:28:31,766 - INFO - [Train] step: 34299, loss_G: -0.726785, lr_G: 0.000200
|
731 |
+
2023-06-29 21:29:27,622 - INFO - [Train] step: 34399, loss_D: -0.602279, lr_D: 0.000200
|
732 |
+
2023-06-29 21:29:27,702 - INFO - [Train] step: 34399, loss_G: -1.145029, lr_G: 0.000200
|
733 |
+
2023-06-29 21:30:23,525 - INFO - [Train] step: 34499, loss_D: -0.330295, lr_D: 0.000200
|
734 |
+
2023-06-29 21:30:23,606 - INFO - [Train] step: 34499, loss_G: -1.068182, lr_G: 0.000200
|
735 |
+
2023-06-29 21:31:19,432 - INFO - [Train] step: 34599, loss_D: -0.749275, lr_D: 0.000200
|
736 |
+
2023-06-29 21:31:19,513 - INFO - [Train] step: 34599, loss_G: 0.058408, lr_G: 0.000200
|
737 |
+
2023-06-29 21:32:15,345 - INFO - [Train] step: 34699, loss_D: -0.032100, lr_D: 0.000200
|
738 |
+
2023-06-29 21:32:15,426 - INFO - [Train] step: 34699, loss_G: -0.837189, lr_G: 0.000200
|
739 |
+
2023-06-29 21:33:11,263 - INFO - [Train] step: 34799, loss_D: -0.771454, lr_D: 0.000200
|
740 |
+
2023-06-29 21:33:11,344 - INFO - [Train] step: 34799, loss_G: -0.805041, lr_G: 0.000200
|
741 |
+
2023-06-29 21:34:07,155 - INFO - [Train] step: 34899, loss_D: -0.096931, lr_D: 0.000200
|
742 |
+
2023-06-29 21:34:07,235 - INFO - [Train] step: 34899, loss_G: -0.406319, lr_G: 0.000200
|
743 |
+
2023-06-29 21:35:03,229 - INFO - [Train] step: 34999, loss_D: -0.492362, lr_D: 0.000200
|
744 |
+
2023-06-29 21:35:03,310 - INFO - [Train] step: 34999, loss_G: -0.603581, lr_G: 0.000200
|
745 |
+
2023-06-29 21:36:07,416 - INFO - [Eval] step: 34999, fid: 58.468545
|
746 |
+
2023-06-29 21:37:03,205 - INFO - [Train] step: 35099, loss_D: -0.145390, lr_D: 0.000200
|
747 |
+
2023-06-29 21:37:03,285 - INFO - [Train] step: 35099, loss_G: -0.267470, lr_G: 0.000200
|
748 |
+
2023-06-29 21:37:59,114 - INFO - [Train] step: 35199, loss_D: -0.030206, lr_D: 0.000200
|
749 |
+
2023-06-29 21:37:59,194 - INFO - [Train] step: 35199, loss_G: 0.284759, lr_G: 0.000200
|
750 |
+
2023-06-29 21:38:55,048 - INFO - [Train] step: 35299, loss_D: -0.531895, lr_D: 0.000200
|
751 |
+
2023-06-29 21:38:55,128 - INFO - [Train] step: 35299, loss_G: 0.029803, lr_G: 0.000200
|
752 |
+
2023-06-29 21:39:50,945 - INFO - [Train] step: 35399, loss_D: -0.129737, lr_D: 0.000200
|
753 |
+
2023-06-29 21:39:51,026 - INFO - [Train] step: 35399, loss_G: -0.589824, lr_G: 0.000200
|
754 |
+
2023-06-29 21:40:46,853 - INFO - [Train] step: 35499, loss_D: -0.051374, lr_D: 0.000200
|
755 |
+
2023-06-29 21:40:46,933 - INFO - [Train] step: 35499, loss_G: 0.235879, lr_G: 0.000200
|
756 |
+
2023-06-29 21:41:42,915 - INFO - [Train] step: 35599, loss_D: -0.613551, lr_D: 0.000200
|
757 |
+
2023-06-29 21:41:42,996 - INFO - [Train] step: 35599, loss_G: -0.609162, lr_G: 0.000200
|
758 |
+
2023-06-29 21:42:38,838 - INFO - [Train] step: 35699, loss_D: -0.068948, lr_D: 0.000200
|
759 |
+
2023-06-29 21:42:38,918 - INFO - [Train] step: 35699, loss_G: -0.962997, lr_G: 0.000200
|
760 |
+
2023-06-29 21:43:34,741 - INFO - [Train] step: 35799, loss_D: -0.699282, lr_D: 0.000200
|
761 |
+
2023-06-29 21:43:34,821 - INFO - [Train] step: 35799, loss_G: -0.002667, lr_G: 0.000200
|
762 |
+
2023-06-29 21:44:30,644 - INFO - [Train] step: 35899, loss_D: -0.715806, lr_D: 0.000200
|
763 |
+
2023-06-29 21:44:30,724 - INFO - [Train] step: 35899, loss_G: -0.428615, lr_G: 0.000200
|
764 |
+
2023-06-29 21:45:26,558 - INFO - [Train] step: 35999, loss_D: -0.230025, lr_D: 0.000200
|
765 |
+
2023-06-29 21:45:26,638 - INFO - [Train] step: 35999, loss_G: -0.478223, lr_G: 0.000200
|
766 |
+
2023-06-29 21:46:30,716 - INFO - [Eval] step: 35999, fid: 58.636501
|
767 |
+
2023-06-29 21:47:26,529 - INFO - [Train] step: 36099, loss_D: -0.472976, lr_D: 0.000200
|
768 |
+
2023-06-29 21:47:26,609 - INFO - [Train] step: 36099, loss_G: -1.136947, lr_G: 0.000200
|
769 |
+
2023-06-29 21:48:22,456 - INFO - [Train] step: 36199, loss_D: -0.849616, lr_D: 0.000200
|
770 |
+
2023-06-29 21:48:22,536 - INFO - [Train] step: 36199, loss_G: -0.400073, lr_G: 0.000200
|
771 |
+
2023-06-29 21:49:18,578 - INFO - [Train] step: 36299, loss_D: -0.659632, lr_D: 0.000200
|
772 |
+
2023-06-29 21:49:18,659 - INFO - [Train] step: 36299, loss_G: 0.019345, lr_G: 0.000200
|
773 |
+
2023-06-29 21:50:14,518 - INFO - [Train] step: 36399, loss_D: -0.278380, lr_D: 0.000200
|
774 |
+
2023-06-29 21:50:14,599 - INFO - [Train] step: 36399, loss_G: -0.489173, lr_G: 0.000200
|
775 |
+
2023-06-29 21:51:10,454 - INFO - [Train] step: 36499, loss_D: -0.326016, lr_D: 0.000200
|
776 |
+
2023-06-29 21:51:10,535 - INFO - [Train] step: 36499, loss_G: -0.999476, lr_G: 0.000200
|
777 |
+
2023-06-29 21:52:06,385 - INFO - [Train] step: 36599, loss_D: -0.609397, lr_D: 0.000200
|
778 |
+
2023-06-29 21:52:06,465 - INFO - [Train] step: 36599, loss_G: -0.175923, lr_G: 0.000200
|
779 |
+
2023-06-29 21:53:02,309 - INFO - [Train] step: 36699, loss_D: -0.062609, lr_D: 0.000200
|
780 |
+
2023-06-29 21:53:02,390 - INFO - [Train] step: 36699, loss_G: -0.243956, lr_G: 0.000200
|
781 |
+
2023-06-29 21:53:58,247 - INFO - [Train] step: 36799, loss_D: -1.201340, lr_D: 0.000200
|
782 |
+
2023-06-29 21:53:58,327 - INFO - [Train] step: 36799, loss_G: -0.016666, lr_G: 0.000200
|
783 |
+
2023-06-29 21:54:54,329 - INFO - [Train] step: 36899, loss_D: -0.773190, lr_D: 0.000200
|
784 |
+
2023-06-29 21:54:54,410 - INFO - [Train] step: 36899, loss_G: -0.076329, lr_G: 0.000200
|
785 |
+
2023-06-29 21:55:50,251 - INFO - [Train] step: 36999, loss_D: -0.248432, lr_D: 0.000200
|
786 |
+
2023-06-29 21:55:50,331 - INFO - [Train] step: 36999, loss_G: -0.414903, lr_G: 0.000200
|
787 |
+
2023-06-29 21:56:54,581 - INFO - [Eval] step: 36999, fid: 57.801297
|
788 |
+
2023-06-29 21:57:50,379 - INFO - [Train] step: 37099, loss_D: 0.036923, lr_D: 0.000200
|
789 |
+
2023-06-29 21:57:50,460 - INFO - [Train] step: 37099, loss_G: -0.189487, lr_G: 0.000200
|
790 |
+
2023-06-29 21:58:46,339 - INFO - [Train] step: 37199, loss_D: -0.634635, lr_D: 0.000200
|
791 |
+
2023-06-29 21:58:46,420 - INFO - [Train] step: 37199, loss_G: -0.734248, lr_G: 0.000200
|
792 |
+
2023-06-29 21:59:42,246 - INFO - [Train] step: 37299, loss_D: -0.120110, lr_D: 0.000200
|
793 |
+
2023-06-29 21:59:42,327 - INFO - [Train] step: 37299, loss_G: -0.241276, lr_G: 0.000200
|
794 |
+
2023-06-29 22:00:38,158 - INFO - [Train] step: 37399, loss_D: -0.290200, lr_D: 0.000200
|
795 |
+
2023-06-29 22:00:38,238 - INFO - [Train] step: 37399, loss_G: -0.061077, lr_G: 0.000200
|
796 |
+
2023-06-29 22:01:34,109 - INFO - [Train] step: 37499, loss_D: -0.093320, lr_D: 0.000200
|
797 |
+
2023-06-29 22:01:34,189 - INFO - [Train] step: 37499, loss_G: -0.534815, lr_G: 0.000200
|
798 |
+
2023-06-29 22:02:30,235 - INFO - [Train] step: 37599, loss_D: -0.425610, lr_D: 0.000200
|
799 |
+
2023-06-29 22:02:30,316 - INFO - [Train] step: 37599, loss_G: -0.569052, lr_G: 0.000200
|
800 |
+
2023-06-29 22:03:26,154 - INFO - [Train] step: 37699, loss_D: -0.086899, lr_D: 0.000200
|
801 |
+
2023-06-29 22:03:26,235 - INFO - [Train] step: 37699, loss_G: -0.195559, lr_G: 0.000200
|
802 |
+
2023-06-29 22:04:22,072 - INFO - [Train] step: 37799, loss_D: -0.443643, lr_D: 0.000200
|
803 |
+
2023-06-29 22:04:22,152 - INFO - [Train] step: 37799, loss_G: -0.341666, lr_G: 0.000200
|
804 |
+
2023-06-29 22:05:17,998 - INFO - [Train] step: 37899, loss_D: -0.548785, lr_D: 0.000200
|
805 |
+
2023-06-29 22:05:18,078 - INFO - [Train] step: 37899, loss_G: -0.773496, lr_G: 0.000200
|
806 |
+
2023-06-29 22:06:13,923 - INFO - [Train] step: 37999, loss_D: -0.123959, lr_D: 0.000200
|
807 |
+
2023-06-29 22:06:14,004 - INFO - [Train] step: 37999, loss_G: -0.172185, lr_G: 0.000200
|
808 |
+
2023-06-29 22:07:18,097 - INFO - [Eval] step: 37999, fid: 57.867587
|
809 |
+
2023-06-29 22:08:13,944 - INFO - [Train] step: 38099, loss_D: -0.025133, lr_D: 0.000200
|
810 |
+
2023-06-29 22:08:14,024 - INFO - [Train] step: 38099, loss_G: 0.233737, lr_G: 0.000200
|
811 |
+
2023-06-29 22:09:10,060 - INFO - [Train] step: 38199, loss_D: -0.873192, lr_D: 0.000200
|
812 |
+
2023-06-29 22:09:10,140 - INFO - [Train] step: 38199, loss_G: 0.076724, lr_G: 0.000200
|
813 |
+
2023-06-29 22:10:06,030 - INFO - [Train] step: 38299, loss_D: -0.693048, lr_D: 0.000200
|
814 |
+
2023-06-29 22:10:06,111 - INFO - [Train] step: 38299, loss_G: -0.163037, lr_G: 0.000200
|
815 |
+
2023-06-29 22:11:01,962 - INFO - [Train] step: 38399, loss_D: -0.290819, lr_D: 0.000200
|
816 |
+
2023-06-29 22:11:02,043 - INFO - [Train] step: 38399, loss_G: 0.120225, lr_G: 0.000200
|
817 |
+
2023-06-29 22:11:57,920 - INFO - [Train] step: 38499, loss_D: -0.463271, lr_D: 0.000200
|
818 |
+
2023-06-29 22:11:58,001 - INFO - [Train] step: 38499, loss_G: 0.037867, lr_G: 0.000200
|
819 |
+
2023-06-29 22:12:53,895 - INFO - [Train] step: 38599, loss_D: -0.687023, lr_D: 0.000200
|
820 |
+
2023-06-29 22:12:53,975 - INFO - [Train] step: 38599, loss_G: -0.011624, lr_G: 0.000200
|
821 |
+
2023-06-29 22:13:49,854 - INFO - [Train] step: 38699, loss_D: -1.064394, lr_D: 0.000200
|
822 |
+
2023-06-29 22:13:49,935 - INFO - [Train] step: 38699, loss_G: -0.213514, lr_G: 0.000200
|
823 |
+
2023-06-29 22:14:45,815 - INFO - [Train] step: 38799, loss_D: -0.418050, lr_D: 0.000200
|
824 |
+
2023-06-29 22:14:45,895 - INFO - [Train] step: 38799, loss_G: -0.971072, lr_G: 0.000200
|
825 |
+
2023-06-29 22:15:41,867 - INFO - [Train] step: 38899, loss_D: -0.126263, lr_D: 0.000200
|
826 |
+
2023-06-29 22:15:41,948 - INFO - [Train] step: 38899, loss_G: -0.516200, lr_G: 0.000200
|
827 |
+
2023-06-29 22:16:37,786 - INFO - [Train] step: 38999, loss_D: -0.241696, lr_D: 0.000200
|
828 |
+
2023-06-29 22:16:37,867 - INFO - [Train] step: 38999, loss_G: -0.793683, lr_G: 0.000200
|
829 |
+
2023-06-29 22:17:41,990 - INFO - [Eval] step: 38999, fid: 58.003176
|
830 |
+
2023-06-29 22:18:37,760 - INFO - [Train] step: 39099, loss_D: -0.415770, lr_D: 0.000200
|
831 |
+
2023-06-29 22:18:37,840 - INFO - [Train] step: 39099, loss_G: -0.628297, lr_G: 0.000200
|
832 |
+
2023-06-29 22:19:33,688 - INFO - [Train] step: 39199, loss_D: -0.137480, lr_D: 0.000200
|
833 |
+
2023-06-29 22:19:33,769 - INFO - [Train] step: 39199, loss_G: -0.146063, lr_G: 0.000200
|
834 |
+
2023-06-29 22:20:29,616 - INFO - [Train] step: 39299, loss_D: -0.468586, lr_D: 0.000200
|
835 |
+
2023-06-29 22:20:29,697 - INFO - [Train] step: 39299, loss_G: -0.089141, lr_G: 0.000200
|
836 |
+
2023-06-29 22:21:25,557 - INFO - [Train] step: 39399, loss_D: -0.178473, lr_D: 0.000200
|
837 |
+
2023-06-29 22:21:25,637 - INFO - [Train] step: 39399, loss_G: -0.972881, lr_G: 0.000200
|
838 |
+
2023-06-29 22:22:21,679 - INFO - [Train] step: 39499, loss_D: -0.062802, lr_D: 0.000200
|
839 |
+
2023-06-29 22:22:21,759 - INFO - [Train] step: 39499, loss_G: 0.119458, lr_G: 0.000200
|
840 |
+
2023-06-29 22:23:17,582 - INFO - [Train] step: 39599, loss_D: -0.019836, lr_D: 0.000200
|
841 |
+
2023-06-29 22:23:17,662 - INFO - [Train] step: 39599, loss_G: -0.719415, lr_G: 0.000200
|
842 |
+
2023-06-29 22:24:13,490 - INFO - [Train] step: 39699, loss_D: -0.549166, lr_D: 0.000200
|
843 |
+
2023-06-29 22:24:13,570 - INFO - [Train] step: 39699, loss_G: -0.316521, lr_G: 0.000200
|
844 |
+
2023-06-29 22:25:09,408 - INFO - [Train] step: 39799, loss_D: -0.161954, lr_D: 0.000200
|
845 |
+
2023-06-29 22:25:09,489 - INFO - [Train] step: 39799, loss_G: -0.456900, lr_G: 0.000200
|
846 |
+
2023-06-29 22:26:05,342 - INFO - [Train] step: 39899, loss_D: -0.362520, lr_D: 0.000200
|
847 |
+
2023-06-29 22:26:05,422 - INFO - [Train] step: 39899, loss_G: -0.831629, lr_G: 0.000200
|
848 |
+
2023-06-29 22:27:01,268 - INFO - [Train] step: 39999, loss_D: -0.082073, lr_D: 0.000200
|
849 |
+
2023-06-29 22:27:01,349 - INFO - [Train] step: 39999, loss_G: -0.797569, lr_G: 0.000200
|
850 |
+
2023-06-29 22:28:05,474 - INFO - [Eval] step: 39999, fid: 58.146436
|
851 |
+
2023-06-29 22:28:05,596 - INFO - Best FID score: 49.719737961805265
|
852 |
+
2023-06-29 22:28:05,597 - INFO - End of training
|
wgan_cifar10/samples.zip
ADDED
@@ -0,0 +1,3 @@
|
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|
|
|
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|
|
1 |
+
version https://git-lfs.github.com/spec/v1
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+
oid sha256:f3905dddf2970d5902605962a6a4b241cb9ba7ff02764d5bd3590a6c03027a54
|
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+
size 5929779
|
wgan_cifar10/tensorboard/events.out.tfevents.1688052700.jason-system.4698.0
ADDED
@@ -0,0 +1,3 @@
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|
|
|
|
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|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
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+
oid sha256:1291b9faf22999aae6dd3e268fa2660ca30d1ef64dc9e5937a19df6673af1ea5
|
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+
size 8095936
|