Upload acgan_cifar10 checkpoints and training logs
Browse files- acgan_cifar10/ckpt/best/meta.pt +3 -0
- acgan_cifar10/ckpt/best/model.pt +3 -0
- acgan_cifar10/ckpt/best/optimizer.pt +3 -0
- acgan_cifar10/ckpt/step039999/meta.pt +3 -0
- acgan_cifar10/ckpt/step039999/model.pt +3 -0
- acgan_cifar10/ckpt/step039999/optimizer.pt +3 -0
- acgan_cifar10/config-2023-07-20-13-07-45.yaml +62 -0
- acgan_cifar10/output-2023-07-20-13-07-45.log +852 -0
- acgan_cifar10/samples.zip +3 -0
- acgan_cifar10/tensorboard/events.out.tfevents.1689858465.jason-system.29081.0 +3 -0
acgan_cifar10/ckpt/best/meta.pt
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version https://git-lfs.github.com/spec/v1
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oid sha256:31eb5f378a58fff4f7ce78325fd15ed9e08cb47f3e3b8d8c13d2d37668a4f6c0
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size 425
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acgan_cifar10/ckpt/best/model.pt
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version https://git-lfs.github.com/spec/v1
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oid sha256:aa2591a7d46e116920d00ac67fdd33a661115524b593f2d9dc929ff6c3d3d3dd
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size 91467530
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acgan_cifar10/ckpt/best/optimizer.pt
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version https://git-lfs.github.com/spec/v1
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oid sha256:90384492f7a2ab5d314f442b2887a2136fa8a24722deca9109ca9eb02f68c9db
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size 182881365
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acgan_cifar10/ckpt/step039999/meta.pt
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version https://git-lfs.github.com/spec/v1
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oid sha256:7ea31edcea0e9b0b6d890725a3f689a359909b4727e6af1e182f6fd76ef0cd5e
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size 425
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acgan_cifar10/ckpt/step039999/model.pt
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version https://git-lfs.github.com/spec/v1
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oid sha256:226e69c6cedcaef22cc64672051095033e9655074f37726b9dd7b1ff223ed6e9
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size 91467530
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acgan_cifar10/ckpt/step039999/optimizer.pt
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version https://git-lfs.github.com/spec/v1
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oid sha256:f6b7fcfae20cf92acb10bf982a3da4047be83a2cbd3989fbb357768863cf8c4e
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size 182881365
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acgan_cifar10/config-2023-07-20-13-07-45.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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n_classes: 10
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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_cond.GeneratorConditionalCBN
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params:
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z_dim: 100
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n_classes: 10
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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_cond.DiscriminatorConditionalAC
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params:
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n_classes: 10
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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_per_class: 6
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loss_fn:
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target: losses.vanilla_gan_loss.VanillaGANWithAuxiliaryClassifierLoss
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params: {}
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optim_G:
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target: torch.optim.Adam
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params:
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lr: 0.0008
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betas:
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- 0.5
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- 0.999
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optim_D:
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target: torch.optim.Adam
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params:
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lr: 0.0008
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betas:
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- 0.5
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- 0.999
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acgan_cifar10/output-2023-07-20-13-07-45.log
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|
| 1 |
+
2023-07-20 13:07:45,220 - INFO - Experiment directory: ./runs/acgan_cifar10/
|
| 2 |
+
2023-07-20 13:07:45,221 - INFO - Number of processes: 1
|
| 3 |
+
2023-07-20 13:07:45,221 - INFO - Distributed type: DistributedType.NO
|
| 4 |
+
2023-07-20 13:07:45,221 - INFO - Mixed precision: no
|
| 5 |
+
2023-07-20 13:07:45,221 - INFO - ==============================
|
| 6 |
+
2023-07-20 13:07:45,714 - INFO - Size of training set: 50000
|
| 7 |
+
2023-07-20 13:07:45,714 - INFO - Batch size per process: 512
|
| 8 |
+
2023-07-20 13:07:45,714 - INFO - Total batch size: 512
|
| 9 |
+
2023-07-20 13:07:45,714 - INFO - ==============================
|
| 10 |
+
2023-07-20 13:07:46,242 - INFO - Start training...
|
| 11 |
+
2023-07-20 13:08:44,162 - INFO - [Train] step: 99, loss_disc_D: 0.001796, loss_cls_D: 0.950546, lr_D: 0.000800
|
| 12 |
+
2023-07-20 13:08:44,247 - INFO - [Train] step: 99, loss_disc_G: 7.899749, loss_cls_G: 2.447550, lr_G: 0.000800
|
| 13 |
+
2023-07-20 13:09:41,605 - INFO - [Train] step: 199, loss_disc_D: 0.013928, loss_cls_D: 0.840419, lr_D: 0.000800
|
| 14 |
+
2023-07-20 13:09:41,691 - INFO - [Train] step: 199, loss_disc_G: 6.756083, loss_cls_G: 2.709108, lr_G: 0.000800
|
| 15 |
+
2023-07-20 13:10:39,109 - INFO - [Train] step: 299, loss_disc_D: 0.007587, loss_cls_D: 0.582494, lr_D: 0.000800
|
| 16 |
+
2023-07-20 13:10:39,195 - INFO - [Train] step: 299, loss_disc_G: 6.055917, loss_cls_G: 2.577533, lr_G: 0.000800
|
| 17 |
+
2023-07-20 13:11:36,585 - INFO - [Train] step: 399, loss_disc_D: 0.004170, loss_cls_D: 0.415878, lr_D: 0.000800
|
| 18 |
+
2023-07-20 13:11:36,671 - INFO - [Train] step: 399, loss_disc_G: 6.001918, loss_cls_G: 1.976721, lr_G: 0.000800
|
| 19 |
+
2023-07-20 13:12:34,076 - INFO - [Train] step: 499, loss_disc_D: 0.003317, loss_cls_D: 0.379188, lr_D: 0.000800
|
| 20 |
+
2023-07-20 13:12:34,161 - INFO - [Train] step: 499, loss_disc_G: 10.688557, loss_cls_G: 1.575375, lr_G: 0.000800
|
| 21 |
+
2023-07-20 13:13:31,572 - INFO - [Train] step: 599, loss_disc_D: 0.013088, loss_cls_D: 0.215004, lr_D: 0.000800
|
| 22 |
+
2023-07-20 13:13:31,657 - INFO - [Train] step: 599, loss_disc_G: 5.901357, loss_cls_G: 1.226364, lr_G: 0.000800
|
| 23 |
+
2023-07-20 13:14:29,229 - INFO - [Train] step: 699, loss_disc_D: 0.008098, loss_cls_D: 0.113641, lr_D: 0.000800
|
| 24 |
+
2023-07-20 13:14:29,315 - INFO - [Train] step: 699, loss_disc_G: 6.399961, loss_cls_G: 1.043352, lr_G: 0.000800
|
| 25 |
+
2023-07-20 13:15:26,718 - INFO - [Train] step: 799, loss_disc_D: 0.013708, loss_cls_D: 0.159123, lr_D: 0.000800
|
| 26 |
+
2023-07-20 13:15:26,803 - INFO - [Train] step: 799, loss_disc_G: 5.650188, loss_cls_G: 1.046212, lr_G: 0.000800
|
| 27 |
+
2023-07-20 13:16:24,233 - INFO - [Train] step: 899, loss_disc_D: 0.015938, loss_cls_D: 0.049558, lr_D: 0.000800
|
| 28 |
+
2023-07-20 13:16:24,319 - INFO - [Train] step: 899, loss_disc_G: 5.439870, loss_cls_G: 0.614127, lr_G: 0.000800
|
| 29 |
+
2023-07-20 13:17:21,717 - INFO - [Train] step: 999, loss_disc_D: 0.026662, loss_cls_D: 0.045258, lr_D: 0.000800
|
| 30 |
+
2023-07-20 13:17:21,803 - INFO - [Train] step: 999, loss_disc_G: 4.656076, loss_cls_G: 0.492048, lr_G: 0.000800
|
| 31 |
+
2023-07-20 13:18:26,120 - INFO - [Eval] step: 999, fid: 129.205161
|
| 32 |
+
2023-07-20 13:19:23,717 - INFO - [Train] step: 1099, loss_disc_D: 0.016694, loss_cls_D: 0.037224, lr_D: 0.000800
|
| 33 |
+
2023-07-20 13:19:23,802 - INFO - [Train] step: 1099, loss_disc_G: 4.915641, loss_cls_G: 0.452673, lr_G: 0.000800
|
| 34 |
+
2023-07-20 13:20:21,248 - INFO - [Train] step: 1199, loss_disc_D: 0.014757, loss_cls_D: 0.027017, lr_D: 0.000800
|
| 35 |
+
2023-07-20 13:20:21,333 - INFO - [Train] step: 1199, loss_disc_G: 5.264336, loss_cls_G: 0.521874, lr_G: 0.000800
|
| 36 |
+
2023-07-20 13:21:18,933 - INFO - [Train] step: 1299, loss_disc_D: 0.028416, loss_cls_D: 0.040551, lr_D: 0.000800
|
| 37 |
+
2023-07-20 13:21:19,019 - INFO - [Train] step: 1299, loss_disc_G: 5.495331, loss_cls_G: 0.396047, lr_G: 0.000800
|
| 38 |
+
2023-07-20 13:22:16,468 - INFO - [Train] step: 1399, loss_disc_D: 0.024324, loss_cls_D: 0.026253, lr_D: 0.000800
|
| 39 |
+
2023-07-20 13:22:16,554 - INFO - [Train] step: 1399, loss_disc_G: 4.633152, loss_cls_G: 0.441063, lr_G: 0.000800
|
| 40 |
+
2023-07-20 13:23:14,005 - INFO - [Train] step: 1499, loss_disc_D: 0.034649, loss_cls_D: 0.042928, lr_D: 0.000800
|
| 41 |
+
2023-07-20 13:23:14,091 - INFO - [Train] step: 1499, loss_disc_G: 4.688207, loss_cls_G: 0.472512, lr_G: 0.000800
|
| 42 |
+
2023-07-20 13:24:11,563 - INFO - [Train] step: 1599, loss_disc_D: 0.031300, loss_cls_D: 0.045592, lr_D: 0.000800
|
| 43 |
+
2023-07-20 13:24:11,648 - INFO - [Train] step: 1599, loss_disc_G: 4.368703, loss_cls_G: 0.422259, lr_G: 0.000800
|
| 44 |
+
2023-07-20 13:25:09,082 - INFO - [Train] step: 1699, loss_disc_D: 0.024223, loss_cls_D: 0.053701, lr_D: 0.000800
|
| 45 |
+
2023-07-20 13:25:09,167 - INFO - [Train] step: 1699, loss_disc_G: 5.203703, loss_cls_G: 0.417528, lr_G: 0.000800
|
| 46 |
+
2023-07-20 13:26:06,615 - INFO - [Train] step: 1799, loss_disc_D: 0.029670, loss_cls_D: 0.128130, lr_D: 0.000800
|
| 47 |
+
2023-07-20 13:26:06,700 - INFO - [Train] step: 1799, loss_disc_G: 5.485477, loss_cls_G: 0.561673, lr_G: 0.000800
|
| 48 |
+
2023-07-20 13:27:04,143 - INFO - [Train] step: 1899, loss_disc_D: 0.019759, loss_cls_D: 0.007234, lr_D: 0.000800
|
| 49 |
+
2023-07-20 13:27:04,229 - INFO - [Train] step: 1899, loss_disc_G: 4.830240, loss_cls_G: 0.334697, lr_G: 0.000800
|
| 50 |
+
2023-07-20 13:28:01,837 - INFO - [Train] step: 1999, loss_disc_D: 0.030781, loss_cls_D: 0.010882, lr_D: 0.000800
|
| 51 |
+
2023-07-20 13:28:01,923 - INFO - [Train] step: 1999, loss_disc_G: 4.631490, loss_cls_G: 0.221162, lr_G: 0.000800
|
| 52 |
+
2023-07-20 13:29:06,029 - INFO - [Eval] step: 1999, fid: 74.726738
|
| 53 |
+
2023-07-20 13:30:03,864 - INFO - [Train] step: 2099, loss_disc_D: 0.036258, loss_cls_D: 0.011603, lr_D: 0.000800
|
| 54 |
+
2023-07-20 13:30:03,950 - INFO - [Train] step: 2099, loss_disc_G: 4.582058, loss_cls_G: 0.242899, lr_G: 0.000800
|
| 55 |
+
2023-07-20 13:31:01,589 - INFO - [Train] step: 2199, loss_disc_D: 0.039695, loss_cls_D: 0.031577, lr_D: 0.000800
|
| 56 |
+
2023-07-20 13:31:01,675 - INFO - [Train] step: 2199, loss_disc_G: 4.871769, loss_cls_G: 0.338453, lr_G: 0.000800
|
| 57 |
+
2023-07-20 13:31:59,288 - INFO - [Train] step: 2299, loss_disc_D: 0.079864, loss_cls_D: 0.133338, lr_D: 0.000800
|
| 58 |
+
2023-07-20 13:31:59,374 - INFO - [Train] step: 2299, loss_disc_G: 5.554785, loss_cls_G: 0.232433, lr_G: 0.000800
|
| 59 |
+
2023-07-20 13:32:56,979 - INFO - [Train] step: 2399, loss_disc_D: 0.030694, loss_cls_D: 0.009282, lr_D: 0.000800
|
| 60 |
+
2023-07-20 13:32:57,065 - INFO - [Train] step: 2399, loss_disc_G: 4.540375, loss_cls_G: 0.170468, lr_G: 0.000800
|
| 61 |
+
2023-07-20 13:33:54,656 - INFO - [Train] step: 2499, loss_disc_D: 0.045479, loss_cls_D: 0.043667, lr_D: 0.000800
|
| 62 |
+
2023-07-20 13:33:54,742 - INFO - [Train] step: 2499, loss_disc_G: 5.229527, loss_cls_G: 0.357217, lr_G: 0.000800
|
| 63 |
+
2023-07-20 13:34:52,464 - INFO - [Train] step: 2599, loss_disc_D: 0.056662, loss_cls_D: 0.035015, lr_D: 0.000800
|
| 64 |
+
2023-07-20 13:34:52,550 - INFO - [Train] step: 2599, loss_disc_G: 7.102721, loss_cls_G: 0.281586, lr_G: 0.000800
|
| 65 |
+
2023-07-20 13:35:50,123 - INFO - [Train] step: 2699, loss_disc_D: 0.023069, loss_cls_D: 0.003825, lr_D: 0.000800
|
| 66 |
+
2023-07-20 13:35:50,209 - INFO - [Train] step: 2699, loss_disc_G: 5.418331, loss_cls_G: 0.209722, lr_G: 0.000800
|
| 67 |
+
2023-07-20 13:36:47,760 - INFO - [Train] step: 2799, loss_disc_D: 0.045687, loss_cls_D: 0.039771, lr_D: 0.000800
|
| 68 |
+
2023-07-20 13:36:47,846 - INFO - [Train] step: 2799, loss_disc_G: 6.505743, loss_cls_G: 0.258912, lr_G: 0.000800
|
| 69 |
+
2023-07-20 13:37:45,428 - INFO - [Train] step: 2899, loss_disc_D: 0.019003, loss_cls_D: 0.003694, lr_D: 0.000800
|
| 70 |
+
2023-07-20 13:37:45,513 - INFO - [Train] step: 2899, loss_disc_G: 5.355533, loss_cls_G: 0.167531, lr_G: 0.000800
|
| 71 |
+
2023-07-20 13:38:43,100 - INFO - [Train] step: 2999, loss_disc_D: 0.034320, loss_cls_D: 0.004411, lr_D: 0.000800
|
| 72 |
+
2023-07-20 13:38:43,185 - INFO - [Train] step: 2999, loss_disc_G: 5.300846, loss_cls_G: 0.201391, lr_G: 0.000800
|
| 73 |
+
2023-07-20 13:39:47,320 - INFO - [Eval] step: 2999, fid: 48.332700
|
| 74 |
+
2023-07-20 13:40:45,213 - INFO - [Train] step: 3099, loss_disc_D: 0.028328, loss_cls_D: 0.005362, lr_D: 0.000800
|
| 75 |
+
2023-07-20 13:40:45,299 - INFO - [Train] step: 3099, loss_disc_G: 4.691027, loss_cls_G: 0.175774, lr_G: 0.000800
|
| 76 |
+
2023-07-20 13:41:42,884 - INFO - [Train] step: 3199, loss_disc_D: 0.306946, loss_cls_D: 0.191780, lr_D: 0.000800
|
| 77 |
+
2023-07-20 13:41:42,970 - INFO - [Train] step: 3199, loss_disc_G: 4.815677, loss_cls_G: 0.663410, lr_G: 0.000800
|
| 78 |
+
2023-07-20 13:42:40,746 - INFO - [Train] step: 3299, loss_disc_D: 0.023337, loss_cls_D: 0.008018, lr_D: 0.000800
|
| 79 |
+
2023-07-20 13:42:40,832 - INFO - [Train] step: 3299, loss_disc_G: 4.999508, loss_cls_G: 0.232116, lr_G: 0.000800
|
| 80 |
+
2023-07-20 13:43:38,435 - INFO - [Train] step: 3399, loss_disc_D: 0.021312, loss_cls_D: 0.005021, lr_D: 0.000800
|
| 81 |
+
2023-07-20 13:43:38,520 - INFO - [Train] step: 3399, loss_disc_G: 5.336886, loss_cls_G: 0.206854, lr_G: 0.000800
|
| 82 |
+
2023-07-20 13:44:36,121 - INFO - [Train] step: 3499, loss_disc_D: 0.051336, loss_cls_D: 0.041348, lr_D: 0.000800
|
| 83 |
+
2023-07-20 13:44:36,207 - INFO - [Train] step: 3499, loss_disc_G: 5.321836, loss_cls_G: 0.176290, lr_G: 0.000800
|
| 84 |
+
2023-07-20 13:45:33,831 - INFO - [Train] step: 3599, loss_disc_D: 0.025055, loss_cls_D: 0.006078, lr_D: 0.000800
|
| 85 |
+
2023-07-20 13:45:33,917 - INFO - [Train] step: 3599, loss_disc_G: 4.749116, loss_cls_G: 0.253590, lr_G: 0.000800
|
| 86 |
+
2023-07-20 13:46:31,521 - INFO - [Train] step: 3699, loss_disc_D: 0.018737, loss_cls_D: 0.002356, lr_D: 0.000800
|
| 87 |
+
2023-07-20 13:46:31,607 - INFO - [Train] step: 3699, loss_disc_G: 5.594332, loss_cls_G: 0.112133, lr_G: 0.000800
|
| 88 |
+
2023-07-20 13:47:29,198 - INFO - [Train] step: 3799, loss_disc_D: 0.013792, loss_cls_D: 0.002750, lr_D: 0.000800
|
| 89 |
+
2023-07-20 13:47:29,283 - INFO - [Train] step: 3799, loss_disc_G: 5.487824, loss_cls_G: 0.183496, lr_G: 0.000800
|
| 90 |
+
2023-07-20 13:48:27,044 - INFO - [Train] step: 3899, loss_disc_D: 0.017947, loss_cls_D: 0.012351, lr_D: 0.000800
|
| 91 |
+
2023-07-20 13:48:27,130 - INFO - [Train] step: 3899, loss_disc_G: 6.019807, loss_cls_G: 0.235368, lr_G: 0.000800
|
| 92 |
+
2023-07-20 13:49:24,752 - INFO - [Train] step: 3999, loss_disc_D: 0.038404, loss_cls_D: 0.025423, lr_D: 0.000800
|
| 93 |
+
2023-07-20 13:49:24,838 - INFO - [Train] step: 3999, loss_disc_G: 5.284986, loss_cls_G: 0.208681, lr_G: 0.000800
|
| 94 |
+
2023-07-20 13:50:28,965 - INFO - [Eval] step: 3999, fid: 43.857831
|
| 95 |
+
2023-07-20 13:51:26,789 - INFO - [Train] step: 4099, loss_disc_D: 0.047370, loss_cls_D: 0.069344, lr_D: 0.000800
|
| 96 |
+
2023-07-20 13:51:26,875 - INFO - [Train] step: 4099, loss_disc_G: 6.002994, loss_cls_G: 0.173807, lr_G: 0.000800
|
| 97 |
+
2023-07-20 13:52:24,466 - INFO - [Train] step: 4199, loss_disc_D: 0.031148, loss_cls_D: 0.020113, lr_D: 0.000800
|
| 98 |
+
2023-07-20 13:52:24,552 - INFO - [Train] step: 4199, loss_disc_G: 4.563154, loss_cls_G: 0.259710, lr_G: 0.000800
|
| 99 |
+
2023-07-20 13:53:22,147 - INFO - [Train] step: 4299, loss_disc_D: 0.006260, loss_cls_D: 0.003444, lr_D: 0.000800
|
| 100 |
+
2023-07-20 13:53:22,232 - INFO - [Train] step: 4299, loss_disc_G: 6.023363, loss_cls_G: 0.188804, lr_G: 0.000800
|
| 101 |
+
2023-07-20 13:54:19,842 - INFO - [Train] step: 4399, loss_disc_D: 0.025397, loss_cls_D: 0.024602, lr_D: 0.000800
|
| 102 |
+
2023-07-20 13:54:19,928 - INFO - [Train] step: 4399, loss_disc_G: 4.563754, loss_cls_G: 0.165391, lr_G: 0.000800
|
| 103 |
+
2023-07-20 13:55:17,539 - INFO - [Train] step: 4499, loss_disc_D: 0.028890, loss_cls_D: 0.012090, lr_D: 0.000800
|
| 104 |
+
2023-07-20 13:55:17,624 - INFO - [Train] step: 4499, loss_disc_G: 5.320265, loss_cls_G: 0.164437, lr_G: 0.000800
|
| 105 |
+
2023-07-20 13:56:15,388 - INFO - [Train] step: 4599, loss_disc_D: 0.018110, loss_cls_D: 0.002392, lr_D: 0.000800
|
| 106 |
+
2023-07-20 13:56:15,474 - INFO - [Train] step: 4599, loss_disc_G: 5.886197, loss_cls_G: 0.158500, lr_G: 0.000800
|
| 107 |
+
2023-07-20 13:57:13,071 - INFO - [Train] step: 4699, loss_disc_D: 0.004096, loss_cls_D: 0.007099, lr_D: 0.000800
|
| 108 |
+
2023-07-20 13:57:13,165 - INFO - [Train] step: 4699, loss_disc_G: 7.243443, loss_cls_G: 0.108238, lr_G: 0.000800
|
| 109 |
+
2023-07-20 13:58:10,766 - INFO - [Train] step: 4799, loss_disc_D: 0.051588, loss_cls_D: 0.018824, lr_D: 0.000800
|
| 110 |
+
2023-07-20 13:58:10,852 - INFO - [Train] step: 4799, loss_disc_G: 6.024737, loss_cls_G: 0.167747, lr_G: 0.000800
|
| 111 |
+
2023-07-20 13:59:08,462 - INFO - [Train] step: 4899, loss_disc_D: 0.027651, loss_cls_D: 0.001861, lr_D: 0.000800
|
| 112 |
+
2023-07-20 13:59:08,548 - INFO - [Train] step: 4899, loss_disc_G: 4.806328, loss_cls_G: 0.083456, lr_G: 0.000800
|
| 113 |
+
2023-07-20 14:00:06,153 - INFO - [Train] step: 4999, loss_disc_D: 0.006583, loss_cls_D: 0.007773, lr_D: 0.000800
|
| 114 |
+
2023-07-20 14:00:06,239 - INFO - [Train] step: 4999, loss_disc_G: 7.114320, loss_cls_G: 0.172787, lr_G: 0.000800
|
| 115 |
+
2023-07-20 14:01:10,340 - INFO - [Eval] step: 4999, fid: 35.221685
|
| 116 |
+
2023-07-20 14:02:08,240 - INFO - [Train] step: 5099, loss_disc_D: 0.003322, loss_cls_D: 0.001554, lr_D: 0.000800
|
| 117 |
+
2023-07-20 14:02:08,325 - INFO - [Train] step: 5099, loss_disc_G: 7.020307, loss_cls_G: 0.139420, lr_G: 0.000800
|
| 118 |
+
2023-07-20 14:03:06,085 - INFO - [Train] step: 5199, loss_disc_D: 0.004953, loss_cls_D: 0.016213, lr_D: 0.000800
|
| 119 |
+
2023-07-20 14:03:06,171 - INFO - [Train] step: 5199, loss_disc_G: 6.998043, loss_cls_G: 0.130670, lr_G: 0.000800
|
| 120 |
+
2023-07-20 14:04:03,798 - INFO - [Train] step: 5299, loss_disc_D: 0.064471, loss_cls_D: 0.020649, lr_D: 0.000800
|
| 121 |
+
2023-07-20 14:04:03,884 - INFO - [Train] step: 5299, loss_disc_G: 5.746352, loss_cls_G: 0.132327, lr_G: 0.000800
|
| 122 |
+
2023-07-20 14:05:01,486 - INFO - [Train] step: 5399, loss_disc_D: 0.007582, loss_cls_D: 0.000393, lr_D: 0.000800
|
| 123 |
+
2023-07-20 14:05:01,572 - INFO - [Train] step: 5399, loss_disc_G: 7.064225, loss_cls_G: 0.115681, lr_G: 0.000800
|
| 124 |
+
2023-07-20 14:05:59,184 - INFO - [Train] step: 5499, loss_disc_D: 0.007399, loss_cls_D: 0.001544, lr_D: 0.000800
|
| 125 |
+
2023-07-20 14:05:59,270 - INFO - [Train] step: 5499, loss_disc_G: 7.253823, loss_cls_G: 0.215723, lr_G: 0.000800
|
| 126 |
+
2023-07-20 14:06:56,863 - INFO - [Train] step: 5599, loss_disc_D: 0.033410, loss_cls_D: 0.031027, lr_D: 0.000800
|
| 127 |
+
2023-07-20 14:06:56,948 - INFO - [Train] step: 5599, loss_disc_G: 6.383837, loss_cls_G: 0.148876, lr_G: 0.000800
|
| 128 |
+
2023-07-20 14:07:54,552 - INFO - [Train] step: 5699, loss_disc_D: 0.038069, loss_cls_D: 0.036998, lr_D: 0.000800
|
| 129 |
+
2023-07-20 14:07:54,638 - INFO - [Train] step: 5699, loss_disc_G: 7.192352, loss_cls_G: 0.145764, lr_G: 0.000800
|
| 130 |
+
2023-07-20 14:08:52,260 - INFO - [Train] step: 5799, loss_disc_D: 0.135941, loss_cls_D: 0.003912, lr_D: 0.000800
|
| 131 |
+
2023-07-20 14:08:52,346 - INFO - [Train] step: 5799, loss_disc_G: 4.179534, loss_cls_G: 0.134287, lr_G: 0.000800
|
| 132 |
+
2023-07-20 14:09:50,077 - INFO - [Train] step: 5899, loss_disc_D: 0.012651, loss_cls_D: 0.004897, lr_D: 0.000800
|
| 133 |
+
2023-07-20 14:09:50,163 - INFO - [Train] step: 5899, loss_disc_G: 7.817997, loss_cls_G: 0.272719, lr_G: 0.000800
|
| 134 |
+
2023-07-20 14:10:47,753 - INFO - [Train] step: 5999, loss_disc_D: 0.004730, loss_cls_D: 0.003913, lr_D: 0.000800
|
| 135 |
+
2023-07-20 14:10:47,838 - INFO - [Train] step: 5999, loss_disc_G: 7.228254, loss_cls_G: 0.148686, lr_G: 0.000800
|
| 136 |
+
2023-07-20 14:11:51,975 - INFO - [Eval] step: 5999, fid: 33.333525
|
| 137 |
+
2023-07-20 14:12:49,807 - INFO - [Train] step: 6099, loss_disc_D: 0.010574, loss_cls_D: 0.001398, lr_D: 0.000800
|
| 138 |
+
2023-07-20 14:12:49,893 - INFO - [Train] step: 6099, loss_disc_G: 6.787978, loss_cls_G: 0.140648, lr_G: 0.000800
|
| 139 |
+
2023-07-20 14:13:47,473 - INFO - [Train] step: 6199, loss_disc_D: 0.025915, loss_cls_D: 0.001674, lr_D: 0.000800
|
| 140 |
+
2023-07-20 14:13:47,558 - INFO - [Train] step: 6199, loss_disc_G: 5.254322, loss_cls_G: 0.191471, lr_G: 0.000800
|
| 141 |
+
2023-07-20 14:14:45,132 - INFO - [Train] step: 6299, loss_disc_D: 0.045212, loss_cls_D: 0.000802, lr_D: 0.000800
|
| 142 |
+
2023-07-20 14:14:45,217 - INFO - [Train] step: 6299, loss_disc_G: 6.684840, loss_cls_G: 0.114757, lr_G: 0.000800
|
| 143 |
+
2023-07-20 14:15:42,787 - INFO - [Train] step: 6399, loss_disc_D: 0.040961, loss_cls_D: 0.008791, lr_D: 0.000800
|
| 144 |
+
2023-07-20 14:15:42,873 - INFO - [Train] step: 6399, loss_disc_G: 7.255746, loss_cls_G: 0.082350, lr_G: 0.000800
|
| 145 |
+
2023-07-20 14:16:40,609 - INFO - [Train] step: 6499, loss_disc_D: 0.032480, loss_cls_D: 0.002995, lr_D: 0.000800
|
| 146 |
+
2023-07-20 14:16:40,695 - INFO - [Train] step: 6499, loss_disc_G: 6.181379, loss_cls_G: 0.127703, lr_G: 0.000800
|
| 147 |
+
2023-07-20 14:17:38,254 - INFO - [Train] step: 6599, loss_disc_D: 0.137621, loss_cls_D: 0.044852, lr_D: 0.000800
|
| 148 |
+
2023-07-20 14:17:38,340 - INFO - [Train] step: 6599, loss_disc_G: 5.508659, loss_cls_G: 0.190702, lr_G: 0.000800
|
| 149 |
+
2023-07-20 14:18:35,923 - INFO - [Train] step: 6699, loss_disc_D: 0.006638, loss_cls_D: 0.009605, lr_D: 0.000800
|
| 150 |
+
2023-07-20 14:18:36,008 - INFO - [Train] step: 6699, loss_disc_G: 7.872661, loss_cls_G: 0.169905, lr_G: 0.000800
|
| 151 |
+
2023-07-20 14:19:33,590 - INFO - [Train] step: 6799, loss_disc_D: 0.086634, loss_cls_D: 0.005942, lr_D: 0.000800
|
| 152 |
+
2023-07-20 14:19:33,676 - INFO - [Train] step: 6799, loss_disc_G: 5.299407, loss_cls_G: 0.179062, lr_G: 0.000800
|
| 153 |
+
2023-07-20 14:20:31,242 - INFO - [Train] step: 6899, loss_disc_D: 0.014764, loss_cls_D: 0.028214, lr_D: 0.000800
|
| 154 |
+
2023-07-20 14:20:31,328 - INFO - [Train] step: 6899, loss_disc_G: 8.024226, loss_cls_G: 0.298953, lr_G: 0.000800
|
| 155 |
+
2023-07-20 14:21:28,923 - INFO - [Train] step: 6999, loss_disc_D: 0.003923, loss_cls_D: 0.022600, lr_D: 0.000800
|
| 156 |
+
2023-07-20 14:21:29,008 - INFO - [Train] step: 6999, loss_disc_G: 8.051168, loss_cls_G: 0.256502, lr_G: 0.000800
|
| 157 |
+
2023-07-20 14:22:33,137 - INFO - [Eval] step: 6999, fid: 31.754781
|
| 158 |
+
2023-07-20 14:23:30,967 - INFO - [Train] step: 7099, loss_disc_D: 0.038575, loss_cls_D: 0.009900, lr_D: 0.000800
|
| 159 |
+
2023-07-20 14:23:31,053 - INFO - [Train] step: 7099, loss_disc_G: 4.921297, loss_cls_G: 0.136042, lr_G: 0.000800
|
| 160 |
+
2023-07-20 14:24:28,792 - INFO - [Train] step: 7199, loss_disc_D: 0.013754, loss_cls_D: 0.000367, lr_D: 0.000800
|
| 161 |
+
2023-07-20 14:24:28,878 - INFO - [Train] step: 7199, loss_disc_G: 7.685571, loss_cls_G: 0.180176, lr_G: 0.000800
|
| 162 |
+
2023-07-20 14:25:26,474 - INFO - [Train] step: 7299, loss_disc_D: 0.023023, loss_cls_D: 0.002515, lr_D: 0.000800
|
| 163 |
+
2023-07-20 14:25:26,559 - INFO - [Train] step: 7299, loss_disc_G: 6.096272, loss_cls_G: 0.168528, lr_G: 0.000800
|
| 164 |
+
2023-07-20 14:26:24,158 - INFO - [Train] step: 7399, loss_disc_D: 0.004534, loss_cls_D: 0.001035, lr_D: 0.000800
|
| 165 |
+
2023-07-20 14:26:24,244 - INFO - [Train] step: 7399, loss_disc_G: 7.135355, loss_cls_G: 0.235224, lr_G: 0.000800
|
| 166 |
+
2023-07-20 14:27:21,861 - INFO - [Train] step: 7499, loss_disc_D: 0.064694, loss_cls_D: 0.000267, lr_D: 0.000800
|
| 167 |
+
2023-07-20 14:27:21,946 - INFO - [Train] step: 7499, loss_disc_G: 5.181536, loss_cls_G: 0.137320, lr_G: 0.000800
|
| 168 |
+
2023-07-20 14:28:19,571 - INFO - [Train] step: 7599, loss_disc_D: 0.011065, loss_cls_D: 0.003914, lr_D: 0.000800
|
| 169 |
+
2023-07-20 14:28:19,657 - INFO - [Train] step: 7599, loss_disc_G: 7.154835, loss_cls_G: 0.161930, lr_G: 0.000800
|
| 170 |
+
2023-07-20 14:29:17,261 - INFO - [Train] step: 7699, loss_disc_D: 0.005378, loss_cls_D: 0.000420, lr_D: 0.000800
|
| 171 |
+
2023-07-20 14:29:17,347 - INFO - [Train] step: 7699, loss_disc_G: 7.002692, loss_cls_G: 0.143524, lr_G: 0.000800
|
| 172 |
+
2023-07-20 14:30:15,137 - INFO - [Train] step: 7799, loss_disc_D: 0.001715, loss_cls_D: 0.000292, lr_D: 0.000800
|
| 173 |
+
2023-07-20 14:30:15,222 - INFO - [Train] step: 7799, loss_disc_G: 9.815088, loss_cls_G: 0.159360, lr_G: 0.000800
|
| 174 |
+
2023-07-20 14:31:12,812 - INFO - [Train] step: 7899, loss_disc_D: 0.007951, loss_cls_D: 0.000412, lr_D: 0.000800
|
| 175 |
+
2023-07-20 14:31:12,898 - INFO - [Train] step: 7899, loss_disc_G: 7.728932, loss_cls_G: 0.125305, lr_G: 0.000800
|
| 176 |
+
2023-07-20 14:32:10,499 - INFO - [Train] step: 7999, loss_disc_D: 0.011466, loss_cls_D: 0.000971, lr_D: 0.000800
|
| 177 |
+
2023-07-20 14:32:10,585 - INFO - [Train] step: 7999, loss_disc_G: 8.301942, loss_cls_G: 0.225756, lr_G: 0.000800
|
| 178 |
+
2023-07-20 14:33:14,681 - INFO - [Eval] step: 7999, fid: 30.820420
|
| 179 |
+
2023-07-20 14:34:12,533 - INFO - [Train] step: 8099, loss_disc_D: 0.032365, loss_cls_D: 0.006410, lr_D: 0.000800
|
| 180 |
+
2023-07-20 14:34:12,619 - INFO - [Train] step: 8099, loss_disc_G: 5.759290, loss_cls_G: 0.093804, lr_G: 0.000800
|
| 181 |
+
2023-07-20 14:35:10,202 - INFO - [Train] step: 8199, loss_disc_D: 0.009971, loss_cls_D: 0.010572, lr_D: 0.000800
|
| 182 |
+
2023-07-20 14:35:10,288 - INFO - [Train] step: 8199, loss_disc_G: 6.909746, loss_cls_G: 0.066432, lr_G: 0.000800
|
| 183 |
+
2023-07-20 14:36:07,904 - INFO - [Train] step: 8299, loss_disc_D: 0.005357, loss_cls_D: 0.001591, lr_D: 0.000800
|
| 184 |
+
2023-07-20 14:36:07,989 - INFO - [Train] step: 8299, loss_disc_G: 7.584820, loss_cls_G: 0.124428, lr_G: 0.000800
|
| 185 |
+
2023-07-20 14:37:05,586 - INFO - [Train] step: 8399, loss_disc_D: 0.003153, loss_cls_D: 0.001812, lr_D: 0.000800
|
| 186 |
+
2023-07-20 14:37:05,672 - INFO - [Train] step: 8399, loss_disc_G: 9.773698, loss_cls_G: 0.113874, lr_G: 0.000800
|
| 187 |
+
2023-07-20 14:38:03,437 - INFO - [Train] step: 8499, loss_disc_D: 0.001451, loss_cls_D: 0.000136, lr_D: 0.000800
|
| 188 |
+
2023-07-20 14:38:03,523 - INFO - [Train] step: 8499, loss_disc_G: 10.240461, loss_cls_G: 0.111618, lr_G: 0.000800
|
| 189 |
+
2023-07-20 14:39:01,144 - INFO - [Train] step: 8599, loss_disc_D: 0.007343, loss_cls_D: 0.004931, lr_D: 0.000800
|
| 190 |
+
2023-07-20 14:39:01,230 - INFO - [Train] step: 8599, loss_disc_G: 7.025560, loss_cls_G: 0.321758, lr_G: 0.000800
|
| 191 |
+
2023-07-20 14:39:58,831 - INFO - [Train] step: 8699, loss_disc_D: 0.006299, loss_cls_D: 0.000081, lr_D: 0.000800
|
| 192 |
+
2023-07-20 14:39:58,917 - INFO - [Train] step: 8699, loss_disc_G: 5.822198, loss_cls_G: 0.180194, lr_G: 0.000800
|
| 193 |
+
2023-07-20 14:40:56,535 - INFO - [Train] step: 8799, loss_disc_D: 0.008679, loss_cls_D: 0.000585, lr_D: 0.000800
|
| 194 |
+
2023-07-20 14:40:56,620 - INFO - [Train] step: 8799, loss_disc_G: 7.302535, loss_cls_G: 0.085951, lr_G: 0.000800
|
| 195 |
+
2023-07-20 14:41:54,238 - INFO - [Train] step: 8899, loss_disc_D: 0.043381, loss_cls_D: 0.010383, lr_D: 0.000800
|
| 196 |
+
2023-07-20 14:41:54,324 - INFO - [Train] step: 8899, loss_disc_G: 5.710422, loss_cls_G: 0.216457, lr_G: 0.000800
|
| 197 |
+
2023-07-20 14:42:51,934 - INFO - [Train] step: 8999, loss_disc_D: 0.030759, loss_cls_D: 0.000075, lr_D: 0.000800
|
| 198 |
+
2023-07-20 14:42:52,019 - INFO - [Train] step: 8999, loss_disc_G: 5.348972, loss_cls_G: 0.147626, lr_G: 0.000800
|
| 199 |
+
2023-07-20 14:43:56,045 - INFO - [Eval] step: 8999, fid: 28.096068
|
| 200 |
+
2023-07-20 14:44:54,023 - INFO - [Train] step: 9099, loss_disc_D: 0.005973, loss_cls_D: 0.011254, lr_D: 0.000800
|
| 201 |
+
2023-07-20 14:44:54,109 - INFO - [Train] step: 9099, loss_disc_G: 7.080229, loss_cls_G: 0.254586, lr_G: 0.000800
|
| 202 |
+
2023-07-20 14:45:51,684 - INFO - [Train] step: 9199, loss_disc_D: 0.012289, loss_cls_D: 0.018993, lr_D: 0.000800
|
| 203 |
+
2023-07-20 14:45:51,770 - INFO - [Train] step: 9199, loss_disc_G: 5.850321, loss_cls_G: 0.129569, lr_G: 0.000800
|
| 204 |
+
2023-07-20 14:46:49,355 - INFO - [Train] step: 9299, loss_disc_D: 0.061253, loss_cls_D: 0.001858, lr_D: 0.000800
|
| 205 |
+
2023-07-20 14:46:49,440 - INFO - [Train] step: 9299, loss_disc_G: 5.637207, loss_cls_G: 0.157596, lr_G: 0.000800
|
| 206 |
+
2023-07-20 14:47:47,052 - INFO - [Train] step: 9399, loss_disc_D: 0.004124, loss_cls_D: 0.006441, lr_D: 0.000800
|
| 207 |
+
2023-07-20 14:47:47,138 - INFO - [Train] step: 9399, loss_disc_G: 8.885996, loss_cls_G: 0.161577, lr_G: 0.000800
|
| 208 |
+
2023-07-20 14:48:44,720 - INFO - [Train] step: 9499, loss_disc_D: 0.004608, loss_cls_D: 0.000874, lr_D: 0.000800
|
| 209 |
+
2023-07-20 14:48:44,806 - INFO - [Train] step: 9499, loss_disc_G: 7.359134, loss_cls_G: 0.138806, lr_G: 0.000800
|
| 210 |
+
2023-07-20 14:49:42,391 - INFO - [Train] step: 9599, loss_disc_D: 0.035664, loss_cls_D: 0.008201, lr_D: 0.000800
|
| 211 |
+
2023-07-20 14:49:42,476 - INFO - [Train] step: 9599, loss_disc_G: 5.842250, loss_cls_G: 0.181893, lr_G: 0.000800
|
| 212 |
+
2023-07-20 14:50:40,081 - INFO - [Train] step: 9699, loss_disc_D: 0.004904, loss_cls_D: 0.000348, lr_D: 0.000800
|
| 213 |
+
2023-07-20 14:50:40,167 - INFO - [Train] step: 9699, loss_disc_G: 8.588324, loss_cls_G: 0.110351, lr_G: 0.000800
|
| 214 |
+
2023-07-20 14:51:37,885 - INFO - [Train] step: 9799, loss_disc_D: 0.016707, loss_cls_D: 0.000779, lr_D: 0.000800
|
| 215 |
+
2023-07-20 14:51:37,971 - INFO - [Train] step: 9799, loss_disc_G: 6.357017, loss_cls_G: 0.198392, lr_G: 0.000800
|
| 216 |
+
2023-07-20 14:52:35,555 - INFO - [Train] step: 9899, loss_disc_D: 0.027054, loss_cls_D: 0.000408, lr_D: 0.000800
|
| 217 |
+
2023-07-20 14:52:35,641 - INFO - [Train] step: 9899, loss_disc_G: 5.878504, loss_cls_G: 0.145809, lr_G: 0.000800
|
| 218 |
+
2023-07-20 14:53:33,235 - INFO - [Train] step: 9999, loss_disc_D: 0.007329, loss_cls_D: 0.022524, lr_D: 0.000800
|
| 219 |
+
2023-07-20 14:53:33,321 - INFO - [Train] step: 9999, loss_disc_G: 7.132991, loss_cls_G: 0.141140, lr_G: 0.000800
|
| 220 |
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2023-07-20 14:54:37,393 - INFO - [Eval] step: 9999, fid: 27.655397
|
| 221 |
+
2023-07-20 14:55:35,408 - INFO - [Train] step: 10099, loss_disc_D: 0.015049, loss_cls_D: 0.003465, lr_D: 0.000800
|
| 222 |
+
2023-07-20 14:55:35,494 - INFO - [Train] step: 10099, loss_disc_G: 5.945716, loss_cls_G: 0.188647, lr_G: 0.000800
|
| 223 |
+
2023-07-20 14:56:33,070 - INFO - [Train] step: 10199, loss_disc_D: 0.007580, loss_cls_D: 0.000338, lr_D: 0.000800
|
| 224 |
+
2023-07-20 14:56:33,156 - INFO - [Train] step: 10199, loss_disc_G: 7.717248, loss_cls_G: 0.126798, lr_G: 0.000800
|
| 225 |
+
2023-07-20 14:57:30,747 - INFO - [Train] step: 10299, loss_disc_D: 0.005885, loss_cls_D: 0.003459, lr_D: 0.000800
|
| 226 |
+
2023-07-20 14:57:30,833 - INFO - [Train] step: 10299, loss_disc_G: 7.557993, loss_cls_G: 0.084862, lr_G: 0.000800
|
| 227 |
+
2023-07-20 14:58:28,566 - INFO - [Train] step: 10399, loss_disc_D: 0.016277, loss_cls_D: 0.013438, lr_D: 0.000800
|
| 228 |
+
2023-07-20 14:58:28,652 - INFO - [Train] step: 10399, loss_disc_G: 6.687191, loss_cls_G: 0.198381, lr_G: 0.000800
|
| 229 |
+
2023-07-20 14:59:26,241 - INFO - [Train] step: 10499, loss_disc_D: 0.002421, loss_cls_D: 0.000063, lr_D: 0.000800
|
| 230 |
+
2023-07-20 14:59:26,327 - INFO - [Train] step: 10499, loss_disc_G: 8.208534, loss_cls_G: 0.122584, lr_G: 0.000800
|
| 231 |
+
2023-07-20 15:00:23,922 - INFO - [Train] step: 10599, loss_disc_D: 0.011611, loss_cls_D: 0.002563, lr_D: 0.000800
|
| 232 |
+
2023-07-20 15:00:24,008 - INFO - [Train] step: 10599, loss_disc_G: 8.023727, loss_cls_G: 0.132725, lr_G: 0.000800
|
| 233 |
+
2023-07-20 15:01:21,603 - INFO - [Train] step: 10699, loss_disc_D: 0.001434, loss_cls_D: 0.000200, lr_D: 0.000800
|
| 234 |
+
2023-07-20 15:01:21,688 - INFO - [Train] step: 10699, loss_disc_G: 11.632767, loss_cls_G: 0.086565, lr_G: 0.000800
|
| 235 |
+
2023-07-20 15:02:19,269 - INFO - [Train] step: 10799, loss_disc_D: 0.013659, loss_cls_D: 0.004065, lr_D: 0.000800
|
| 236 |
+
2023-07-20 15:02:19,355 - INFO - [Train] step: 10799, loss_disc_G: 6.511040, loss_cls_G: 0.225425, lr_G: 0.000800
|
| 237 |
+
2023-07-20 15:03:16,952 - INFO - [Train] step: 10899, loss_disc_D: 0.051115, loss_cls_D: 0.000350, lr_D: 0.000800
|
| 238 |
+
2023-07-20 15:03:17,037 - INFO - [Train] step: 10899, loss_disc_G: 6.224062, loss_cls_G: 0.164428, lr_G: 0.000800
|
| 239 |
+
2023-07-20 15:04:14,774 - INFO - [Train] step: 10999, loss_disc_D: 0.037778, loss_cls_D: 0.000274, lr_D: 0.000800
|
| 240 |
+
2023-07-20 15:04:14,860 - INFO - [Train] step: 10999, loss_disc_G: 7.260551, loss_cls_G: 0.201215, lr_G: 0.000800
|
| 241 |
+
2023-07-20 15:05:18,944 - INFO - [Eval] step: 10999, fid: 27.094199
|
| 242 |
+
2023-07-20 15:06:16,770 - INFO - [Train] step: 11099, loss_disc_D: 0.028753, loss_cls_D: 0.008727, lr_D: 0.000800
|
| 243 |
+
2023-07-20 15:06:16,856 - INFO - [Train] step: 11099, loss_disc_G: 6.375217, loss_cls_G: 0.190310, lr_G: 0.000800
|
| 244 |
+
2023-07-20 15:07:14,444 - INFO - [Train] step: 11199, loss_disc_D: 0.017898, loss_cls_D: 0.000581, lr_D: 0.000800
|
| 245 |
+
2023-07-20 15:07:14,530 - INFO - [Train] step: 11199, loss_disc_G: 6.341093, loss_cls_G: 0.124745, lr_G: 0.000800
|
| 246 |
+
2023-07-20 15:08:12,108 - INFO - [Train] step: 11299, loss_disc_D: 0.000727, loss_cls_D: 0.000120, lr_D: 0.000800
|
| 247 |
+
2023-07-20 15:08:12,194 - INFO - [Train] step: 11299, loss_disc_G: 12.998671, loss_cls_G: 0.166862, lr_G: 0.000800
|
| 248 |
+
2023-07-20 15:09:09,802 - INFO - [Train] step: 11399, loss_disc_D: 0.038213, loss_cls_D: 0.002523, lr_D: 0.000800
|
| 249 |
+
2023-07-20 15:09:09,888 - INFO - [Train] step: 11399, loss_disc_G: 6.873998, loss_cls_G: 0.168855, lr_G: 0.000800
|
| 250 |
+
2023-07-20 15:10:07,485 - INFO - [Train] step: 11499, loss_disc_D: 0.139565, loss_cls_D: 0.035913, lr_D: 0.000800
|
| 251 |
+
2023-07-20 15:10:07,571 - INFO - [Train] step: 11499, loss_disc_G: 6.304485, loss_cls_G: 0.233140, lr_G: 0.000800
|
| 252 |
+
2023-07-20 15:11:05,165 - INFO - [Train] step: 11599, loss_disc_D: 0.002971, loss_cls_D: 0.000257, lr_D: 0.000800
|
| 253 |
+
2023-07-20 15:11:05,250 - INFO - [Train] step: 11599, loss_disc_G: 8.681510, loss_cls_G: 0.175308, lr_G: 0.000800
|
| 254 |
+
2023-07-20 15:12:02,981 - INFO - [Train] step: 11699, loss_disc_D: 0.005076, loss_cls_D: 0.000137, lr_D: 0.000800
|
| 255 |
+
2023-07-20 15:12:03,067 - INFO - [Train] step: 11699, loss_disc_G: 6.568106, loss_cls_G: 0.158971, lr_G: 0.000800
|
| 256 |
+
2023-07-20 15:13:00,642 - INFO - [Train] step: 11799, loss_disc_D: 0.000573, loss_cls_D: 0.000048, lr_D: 0.000800
|
| 257 |
+
2023-07-20 15:13:00,728 - INFO - [Train] step: 11799, loss_disc_G: 12.373114, loss_cls_G: 0.121053, lr_G: 0.000800
|
| 258 |
+
2023-07-20 15:13:58,290 - INFO - [Train] step: 11899, loss_disc_D: 0.016263, loss_cls_D: 0.003857, lr_D: 0.000800
|
| 259 |
+
2023-07-20 15:13:58,375 - INFO - [Train] step: 11899, loss_disc_G: 5.889495, loss_cls_G: 0.186525, lr_G: 0.000800
|
| 260 |
+
2023-07-20 15:14:55,959 - INFO - [Train] step: 11999, loss_disc_D: 0.003807, loss_cls_D: 0.000647, lr_D: 0.000800
|
| 261 |
+
2023-07-20 15:14:56,045 - INFO - [Train] step: 11999, loss_disc_G: 8.201523, loss_cls_G: 0.146286, lr_G: 0.000800
|
| 262 |
+
2023-07-20 15:16:00,158 - INFO - [Eval] step: 11999, fid: 25.966472
|
| 263 |
+
2023-07-20 15:16:58,028 - INFO - [Train] step: 12099, loss_disc_D: 0.034204, loss_cls_D: 0.000063, lr_D: 0.000800
|
| 264 |
+
2023-07-20 15:16:58,113 - INFO - [Train] step: 12099, loss_disc_G: 6.611846, loss_cls_G: 0.170244, lr_G: 0.000800
|
| 265 |
+
2023-07-20 15:17:55,673 - INFO - [Train] step: 12199, loss_disc_D: 0.024243, loss_cls_D: 0.032139, lr_D: 0.000800
|
| 266 |
+
2023-07-20 15:17:55,759 - INFO - [Train] step: 12199, loss_disc_G: 7.072078, loss_cls_G: 0.204067, lr_G: 0.000800
|
| 267 |
+
2023-07-20 15:18:53,505 - INFO - [Train] step: 12299, loss_disc_D: 0.020209, loss_cls_D: 0.000900, lr_D: 0.000800
|
| 268 |
+
2023-07-20 15:18:53,591 - INFO - [Train] step: 12299, loss_disc_G: 7.109786, loss_cls_G: 0.145267, lr_G: 0.000800
|
| 269 |
+
2023-07-20 15:19:51,166 - INFO - [Train] step: 12399, loss_disc_D: 0.083249, loss_cls_D: 0.010248, lr_D: 0.000800
|
| 270 |
+
2023-07-20 15:19:51,251 - INFO - [Train] step: 12399, loss_disc_G: 6.936034, loss_cls_G: 0.252826, lr_G: 0.000800
|
| 271 |
+
2023-07-20 15:20:48,860 - INFO - [Train] step: 12499, loss_disc_D: 0.003397, loss_cls_D: 0.000135, lr_D: 0.000800
|
| 272 |
+
2023-07-20 15:20:48,946 - INFO - [Train] step: 12499, loss_disc_G: 7.860464, loss_cls_G: 0.116474, lr_G: 0.000800
|
| 273 |
+
2023-07-20 15:21:46,539 - INFO - [Train] step: 12599, loss_disc_D: 0.000826, loss_cls_D: 0.061256, lr_D: 0.000800
|
| 274 |
+
2023-07-20 15:21:46,625 - INFO - [Train] step: 12599, loss_disc_G: 10.694237, loss_cls_G: 0.290597, lr_G: 0.000800
|
| 275 |
+
2023-07-20 15:22:44,224 - INFO - [Train] step: 12699, loss_disc_D: 0.011893, loss_cls_D: 0.000519, lr_D: 0.000800
|
| 276 |
+
2023-07-20 15:22:44,310 - INFO - [Train] step: 12699, loss_disc_G: 7.966312, loss_cls_G: 0.118793, lr_G: 0.000800
|
| 277 |
+
2023-07-20 15:23:41,907 - INFO - [Train] step: 12799, loss_disc_D: 0.003130, loss_cls_D: 0.000152, lr_D: 0.000800
|
| 278 |
+
2023-07-20 15:23:41,992 - INFO - [Train] step: 12799, loss_disc_G: 8.518107, loss_cls_G: 0.170770, lr_G: 0.000800
|
| 279 |
+
2023-07-20 15:24:39,571 - INFO - [Train] step: 12899, loss_disc_D: 0.000439, loss_cls_D: 0.000081, lr_D: 0.000800
|
| 280 |
+
2023-07-20 15:24:39,656 - INFO - [Train] step: 12899, loss_disc_G: 11.885536, loss_cls_G: 0.160189, lr_G: 0.000800
|
| 281 |
+
2023-07-20 15:25:37,402 - INFO - [Train] step: 12999, loss_disc_D: 0.016839, loss_cls_D: 0.000726, lr_D: 0.000800
|
| 282 |
+
2023-07-20 15:25:37,488 - INFO - [Train] step: 12999, loss_disc_G: 6.666815, loss_cls_G: 0.189851, lr_G: 0.000800
|
| 283 |
+
2023-07-20 15:26:41,605 - INFO - [Eval] step: 12999, fid: 26.031036
|
| 284 |
+
2023-07-20 15:27:39,140 - INFO - [Train] step: 13099, loss_disc_D: 0.003132, loss_cls_D: 0.000307, lr_D: 0.000800
|
| 285 |
+
2023-07-20 15:27:39,226 - INFO - [Train] step: 13099, loss_disc_G: 7.633834, loss_cls_G: 0.176444, lr_G: 0.000800
|
| 286 |
+
2023-07-20 15:28:36,807 - INFO - [Train] step: 13199, loss_disc_D: 0.002844, loss_cls_D: 0.000426, lr_D: 0.000800
|
| 287 |
+
2023-07-20 15:28:36,893 - INFO - [Train] step: 13199, loss_disc_G: 7.391485, loss_cls_G: 0.146209, lr_G: 0.000800
|
| 288 |
+
2023-07-20 15:29:34,629 - INFO - [Train] step: 13299, loss_disc_D: 0.007235, loss_cls_D: 0.000537, lr_D: 0.000800
|
| 289 |
+
2023-07-20 15:29:34,715 - INFO - [Train] step: 13299, loss_disc_G: 7.302218, loss_cls_G: 0.152965, lr_G: 0.000800
|
| 290 |
+
2023-07-20 15:30:32,286 - INFO - [Train] step: 13399, loss_disc_D: 0.012415, loss_cls_D: 0.011061, lr_D: 0.000800
|
| 291 |
+
2023-07-20 15:30:32,372 - INFO - [Train] step: 13399, loss_disc_G: 6.730681, loss_cls_G: 0.245397, lr_G: 0.000800
|
| 292 |
+
2023-07-20 15:31:29,977 - INFO - [Train] step: 13499, loss_disc_D: 0.027869, loss_cls_D: 0.000630, lr_D: 0.000800
|
| 293 |
+
2023-07-20 15:31:30,063 - INFO - [Train] step: 13499, loss_disc_G: 6.401043, loss_cls_G: 0.095303, lr_G: 0.000800
|
| 294 |
+
2023-07-20 15:32:27,821 - INFO - [Train] step: 13599, loss_disc_D: 0.007384, loss_cls_D: 0.003848, lr_D: 0.000800
|
| 295 |
+
2023-07-20 15:32:27,907 - INFO - [Train] step: 13599, loss_disc_G: 7.348275, loss_cls_G: 0.067743, lr_G: 0.000800
|
| 296 |
+
2023-07-20 15:33:25,501 - INFO - [Train] step: 13699, loss_disc_D: 0.038732, loss_cls_D: 0.011416, lr_D: 0.000800
|
| 297 |
+
2023-07-20 15:33:25,587 - INFO - [Train] step: 13699, loss_disc_G: 6.779744, loss_cls_G: 0.125833, lr_G: 0.000800
|
| 298 |
+
2023-07-20 15:34:23,190 - INFO - [Train] step: 13799, loss_disc_D: 0.000834, loss_cls_D: 0.007761, lr_D: 0.000800
|
| 299 |
+
2023-07-20 15:34:23,275 - INFO - [Train] step: 13799, loss_disc_G: 10.615749, loss_cls_G: 0.121926, lr_G: 0.000800
|
| 300 |
+
2023-07-20 15:35:20,869 - INFO - [Train] step: 13899, loss_disc_D: 0.266678, loss_cls_D: 0.010147, lr_D: 0.000800
|
| 301 |
+
2023-07-20 15:35:20,955 - INFO - [Train] step: 13899, loss_disc_G: 4.514365, loss_cls_G: 0.326927, lr_G: 0.000800
|
| 302 |
+
2023-07-20 15:36:18,543 - INFO - [Train] step: 13999, loss_disc_D: 0.012299, loss_cls_D: 0.000155, lr_D: 0.000800
|
| 303 |
+
2023-07-20 15:36:18,629 - INFO - [Train] step: 13999, loss_disc_G: 6.991761, loss_cls_G: 0.206061, lr_G: 0.000800
|
| 304 |
+
2023-07-20 15:37:22,796 - INFO - [Eval] step: 13999, fid: 25.681656
|
| 305 |
+
2023-07-20 15:38:20,652 - INFO - [Train] step: 14099, loss_disc_D: 0.018948, loss_cls_D: 0.003496, lr_D: 0.000800
|
| 306 |
+
2023-07-20 15:38:20,738 - INFO - [Train] step: 14099, loss_disc_G: 5.187084, loss_cls_G: 0.114907, lr_G: 0.000800
|
| 307 |
+
2023-07-20 15:39:18,339 - INFO - [Train] step: 14199, loss_disc_D: 0.016671, loss_cls_D: 0.001420, lr_D: 0.000800
|
| 308 |
+
2023-07-20 15:39:18,424 - INFO - [Train] step: 14199, loss_disc_G: 7.329107, loss_cls_G: 0.173557, lr_G: 0.000800
|
| 309 |
+
2023-07-20 15:40:16,190 - INFO - [Train] step: 14299, loss_disc_D: 0.008992, loss_cls_D: 0.001009, lr_D: 0.000800
|
| 310 |
+
2023-07-20 15:40:16,276 - INFO - [Train] step: 14299, loss_disc_G: 8.351060, loss_cls_G: 0.241082, lr_G: 0.000800
|
| 311 |
+
2023-07-20 15:41:13,905 - INFO - [Train] step: 14399, loss_disc_D: 0.028622, loss_cls_D: 0.000341, lr_D: 0.000800
|
| 312 |
+
2023-07-20 15:41:13,991 - INFO - [Train] step: 14399, loss_disc_G: 6.647957, loss_cls_G: 0.167934, lr_G: 0.000800
|
| 313 |
+
2023-07-20 15:42:11,605 - INFO - [Train] step: 14499, loss_disc_D: 0.036834, loss_cls_D: 0.006989, lr_D: 0.000800
|
| 314 |
+
2023-07-20 15:42:11,691 - INFO - [Train] step: 14499, loss_disc_G: 7.545922, loss_cls_G: 0.171139, lr_G: 0.000800
|
| 315 |
+
2023-07-20 15:43:09,305 - INFO - [Train] step: 14599, loss_disc_D: 0.005402, loss_cls_D: 0.000450, lr_D: 0.000800
|
| 316 |
+
2023-07-20 15:43:09,391 - INFO - [Train] step: 14599, loss_disc_G: 7.202084, loss_cls_G: 0.180425, lr_G: 0.000800
|
| 317 |
+
2023-07-20 15:44:07,020 - INFO - [Train] step: 14699, loss_disc_D: 0.017814, loss_cls_D: 0.000669, lr_D: 0.000800
|
| 318 |
+
2023-07-20 15:44:07,106 - INFO - [Train] step: 14699, loss_disc_G: 6.647482, loss_cls_G: 0.178645, lr_G: 0.000800
|
| 319 |
+
2023-07-20 15:45:04,713 - INFO - [Train] step: 14799, loss_disc_D: 0.031556, loss_cls_D: 0.011814, lr_D: 0.000800
|
| 320 |
+
2023-07-20 15:45:04,798 - INFO - [Train] step: 14799, loss_disc_G: 6.488523, loss_cls_G: 0.196987, lr_G: 0.000800
|
| 321 |
+
2023-07-20 15:46:02,594 - INFO - [Train] step: 14899, loss_disc_D: 0.003406, loss_cls_D: 0.000040, lr_D: 0.000800
|
| 322 |
+
2023-07-20 15:46:02,680 - INFO - [Train] step: 14899, loss_disc_G: 7.896991, loss_cls_G: 0.124250, lr_G: 0.000800
|
| 323 |
+
2023-07-20 15:47:00,292 - INFO - [Train] step: 14999, loss_disc_D: 0.001594, loss_cls_D: 0.000056, lr_D: 0.000800
|
| 324 |
+
2023-07-20 15:47:00,377 - INFO - [Train] step: 14999, loss_disc_G: 10.063977, loss_cls_G: 0.155090, lr_G: 0.000800
|
| 325 |
+
2023-07-20 15:48:04,458 - INFO - [Eval] step: 14999, fid: 24.487843
|
| 326 |
+
2023-07-20 15:49:02,296 - INFO - [Train] step: 15099, loss_disc_D: 0.004897, loss_cls_D: 0.013178, lr_D: 0.000800
|
| 327 |
+
2023-07-20 15:49:02,381 - INFO - [Train] step: 15099, loss_disc_G: 9.164053, loss_cls_G: 0.186246, lr_G: 0.000800
|
| 328 |
+
2023-07-20 15:50:00,002 - INFO - [Train] step: 15199, loss_disc_D: 0.012110, loss_cls_D: 0.000369, lr_D: 0.000800
|
| 329 |
+
2023-07-20 15:50:00,088 - INFO - [Train] step: 15199, loss_disc_G: 7.891934, loss_cls_G: 0.112035, lr_G: 0.000800
|
| 330 |
+
2023-07-20 15:50:57,704 - INFO - [Train] step: 15299, loss_disc_D: 0.007326, loss_cls_D: 0.000068, lr_D: 0.000800
|
| 331 |
+
2023-07-20 15:50:57,790 - INFO - [Train] step: 15299, loss_disc_G: 7.803696, loss_cls_G: 0.137892, lr_G: 0.000800
|
| 332 |
+
2023-07-20 15:51:55,392 - INFO - [Train] step: 15399, loss_disc_D: 1.621934, loss_cls_D: 1.692654, lr_D: 0.000800
|
| 333 |
+
2023-07-20 15:51:55,478 - INFO - [Train] step: 15399, loss_disc_G: 3.439317, loss_cls_G: 1.110593, lr_G: 0.000800
|
| 334 |
+
2023-07-20 15:52:53,094 - INFO - [Train] step: 15499, loss_disc_D: 0.008234, loss_cls_D: 0.001587, lr_D: 0.000800
|
| 335 |
+
2023-07-20 15:52:53,179 - INFO - [Train] step: 15499, loss_disc_G: 8.139377, loss_cls_G: 0.135172, lr_G: 0.000800
|
| 336 |
+
2023-07-20 15:53:50,928 - INFO - [Train] step: 15599, loss_disc_D: 0.009728, loss_cls_D: 0.000117, lr_D: 0.000800
|
| 337 |
+
2023-07-20 15:53:51,014 - INFO - [Train] step: 15599, loss_disc_G: 6.933677, loss_cls_G: 0.121719, lr_G: 0.000800
|
| 338 |
+
2023-07-20 15:54:48,628 - INFO - [Train] step: 15699, loss_disc_D: 0.001747, loss_cls_D: 0.000045, lr_D: 0.000800
|
| 339 |
+
2023-07-20 15:54:48,714 - INFO - [Train] step: 15699, loss_disc_G: 9.225078, loss_cls_G: 0.186682, lr_G: 0.000800
|
| 340 |
+
2023-07-20 15:55:46,318 - INFO - [Train] step: 15799, loss_disc_D: 0.007496, loss_cls_D: 0.000413, lr_D: 0.000800
|
| 341 |
+
2023-07-20 15:55:46,404 - INFO - [Train] step: 15799, loss_disc_G: 7.449532, loss_cls_G: 0.281385, lr_G: 0.000800
|
| 342 |
+
2023-07-20 15:56:44,005 - INFO - [Train] step: 15899, loss_disc_D: 0.008196, loss_cls_D: 0.000247, lr_D: 0.000800
|
| 343 |
+
2023-07-20 15:56:44,091 - INFO - [Train] step: 15899, loss_disc_G: 6.874724, loss_cls_G: 0.164948, lr_G: 0.000800
|
| 344 |
+
2023-07-20 15:57:41,700 - INFO - [Train] step: 15999, loss_disc_D: 0.004604, loss_cls_D: 0.005002, lr_D: 0.000800
|
| 345 |
+
2023-07-20 15:57:41,786 - INFO - [Train] step: 15999, loss_disc_G: 8.415354, loss_cls_G: 0.181116, lr_G: 0.000800
|
| 346 |
+
2023-07-20 15:58:45,930 - INFO - [Eval] step: 15999, fid: 23.745615
|
| 347 |
+
2023-07-20 15:59:43,849 - INFO - [Train] step: 16099, loss_disc_D: 0.013762, loss_cls_D: 0.002511, lr_D: 0.000800
|
| 348 |
+
2023-07-20 15:59:43,934 - INFO - [Train] step: 16099, loss_disc_G: 7.739926, loss_cls_G: 0.141287, lr_G: 0.000800
|
| 349 |
+
2023-07-20 16:00:41,680 - INFO - [Train] step: 16199, loss_disc_D: 0.014685, loss_cls_D: 0.000144, lr_D: 0.000800
|
| 350 |
+
2023-07-20 16:00:41,766 - INFO - [Train] step: 16199, loss_disc_G: 6.491449, loss_cls_G: 0.154509, lr_G: 0.000800
|
| 351 |
+
2023-07-20 16:01:39,365 - INFO - [Train] step: 16299, loss_disc_D: 0.010315, loss_cls_D: 0.000063, lr_D: 0.000800
|
| 352 |
+
2023-07-20 16:01:39,451 - INFO - [Train] step: 16299, loss_disc_G: 7.476015, loss_cls_G: 0.227603, lr_G: 0.000800
|
| 353 |
+
2023-07-20 16:02:37,065 - INFO - [Train] step: 16399, loss_disc_D: 0.003239, loss_cls_D: 0.000017, lr_D: 0.000800
|
| 354 |
+
2023-07-20 16:02:37,151 - INFO - [Train] step: 16399, loss_disc_G: 8.413500, loss_cls_G: 0.100155, lr_G: 0.000800
|
| 355 |
+
2023-07-20 16:03:34,780 - INFO - [Train] step: 16499, loss_disc_D: 0.000612, loss_cls_D: 0.000023, lr_D: 0.000800
|
| 356 |
+
2023-07-20 16:03:34,866 - INFO - [Train] step: 16499, loss_disc_G: 13.726337, loss_cls_G: 0.123563, lr_G: 0.000800
|
| 357 |
+
2023-07-20 16:04:32,456 - INFO - [Train] step: 16599, loss_disc_D: 0.007625, loss_cls_D: 0.006619, lr_D: 0.000800
|
| 358 |
+
2023-07-20 16:04:32,542 - INFO - [Train] step: 16599, loss_disc_G: 8.667099, loss_cls_G: 0.155601, lr_G: 0.000800
|
| 359 |
+
2023-07-20 16:05:30,148 - INFO - [Train] step: 16699, loss_disc_D: 0.004589, loss_cls_D: 0.000037, lr_D: 0.000800
|
| 360 |
+
2023-07-20 16:05:30,234 - INFO - [Train] step: 16699, loss_disc_G: 8.483006, loss_cls_G: 0.107348, lr_G: 0.000800
|
| 361 |
+
2023-07-20 16:06:27,848 - INFO - [Train] step: 16799, loss_disc_D: 0.000918, loss_cls_D: 0.000035, lr_D: 0.000800
|
| 362 |
+
2023-07-20 16:06:27,933 - INFO - [Train] step: 16799, loss_disc_G: 11.321669, loss_cls_G: 0.078848, lr_G: 0.000800
|
| 363 |
+
2023-07-20 16:07:25,707 - INFO - [Train] step: 16899, loss_disc_D: 0.006022, loss_cls_D: 0.000524, lr_D: 0.000800
|
| 364 |
+
2023-07-20 16:07:25,793 - INFO - [Train] step: 16899, loss_disc_G: 8.782603, loss_cls_G: 0.166630, lr_G: 0.000800
|
| 365 |
+
2023-07-20 16:08:23,441 - INFO - [Train] step: 16999, loss_disc_D: 0.002242, loss_cls_D: 0.000045, lr_D: 0.000800
|
| 366 |
+
2023-07-20 16:08:23,526 - INFO - [Train] step: 16999, loss_disc_G: 8.508944, loss_cls_G: 0.219124, lr_G: 0.000800
|
| 367 |
+
2023-07-20 16:09:27,680 - INFO - [Eval] step: 16999, fid: 23.648666
|
| 368 |
+
2023-07-20 16:10:25,557 - INFO - [Train] step: 17099, loss_disc_D: 0.004738, loss_cls_D: 0.000686, lr_D: 0.000800
|
| 369 |
+
2023-07-20 16:10:25,643 - INFO - [Train] step: 17099, loss_disc_G: 7.579845, loss_cls_G: 0.204834, lr_G: 0.000800
|
| 370 |
+
2023-07-20 16:11:23,221 - INFO - [Train] step: 17199, loss_disc_D: 0.016448, loss_cls_D: 0.009024, lr_D: 0.000800
|
| 371 |
+
2023-07-20 16:11:23,306 - INFO - [Train] step: 17199, loss_disc_G: 7.543464, loss_cls_G: 0.249216, lr_G: 0.000800
|
| 372 |
+
2023-07-20 16:12:20,913 - INFO - [Train] step: 17299, loss_disc_D: 0.003233, loss_cls_D: 0.000048, lr_D: 0.000800
|
| 373 |
+
2023-07-20 16:12:20,999 - INFO - [Train] step: 17299, loss_disc_G: 8.842989, loss_cls_G: 0.136661, lr_G: 0.000800
|
| 374 |
+
2023-07-20 16:13:18,611 - INFO - [Train] step: 17399, loss_disc_D: 0.001191, loss_cls_D: 0.000233, lr_D: 0.000800
|
| 375 |
+
2023-07-20 16:13:18,697 - INFO - [Train] step: 17399, loss_disc_G: 10.293439, loss_cls_G: 0.236394, lr_G: 0.000800
|
| 376 |
+
2023-07-20 16:14:16,468 - INFO - [Train] step: 17499, loss_disc_D: 0.001183, loss_cls_D: 0.000949, lr_D: 0.000800
|
| 377 |
+
2023-07-20 16:14:16,554 - INFO - [Train] step: 17499, loss_disc_G: 10.054345, loss_cls_G: 0.253877, lr_G: 0.000800
|
| 378 |
+
2023-07-20 16:15:14,191 - INFO - [Train] step: 17599, loss_disc_D: 0.130273, loss_cls_D: 0.040432, lr_D: 0.000800
|
| 379 |
+
2023-07-20 16:15:14,277 - INFO - [Train] step: 17599, loss_disc_G: 6.622905, loss_cls_G: 0.570798, lr_G: 0.000800
|
| 380 |
+
2023-07-20 16:16:11,889 - INFO - [Train] step: 17699, loss_disc_D: 0.009679, loss_cls_D: 0.000664, lr_D: 0.000800
|
| 381 |
+
2023-07-20 16:16:11,975 - INFO - [Train] step: 17699, loss_disc_G: 8.475950, loss_cls_G: 0.049293, lr_G: 0.000800
|
| 382 |
+
2023-07-20 16:17:09,582 - INFO - [Train] step: 17799, loss_disc_D: 0.000998, loss_cls_D: 0.000036, lr_D: 0.000800
|
| 383 |
+
2023-07-20 16:17:09,668 - INFO - [Train] step: 17799, loss_disc_G: 13.856054, loss_cls_G: 0.203575, lr_G: 0.000800
|
| 384 |
+
2023-07-20 16:18:07,265 - INFO - [Train] step: 17899, loss_disc_D: 0.026455, loss_cls_D: 0.003104, lr_D: 0.000800
|
| 385 |
+
2023-07-20 16:18:07,351 - INFO - [Train] step: 17899, loss_disc_G: 6.693996, loss_cls_G: 0.183097, lr_G: 0.000800
|
| 386 |
+
2023-07-20 16:19:04,970 - INFO - [Train] step: 17999, loss_disc_D: 0.044008, loss_cls_D: 0.002444, lr_D: 0.000800
|
| 387 |
+
2023-07-20 16:19:05,056 - INFO - [Train] step: 17999, loss_disc_G: 6.903009, loss_cls_G: 0.136878, lr_G: 0.000800
|
| 388 |
+
2023-07-20 16:20:09,184 - INFO - [Eval] step: 17999, fid: 24.293590
|
| 389 |
+
2023-07-20 16:21:06,781 - INFO - [Train] step: 18099, loss_disc_D: 0.002437, loss_cls_D: 0.000098, lr_D: 0.000800
|
| 390 |
+
2023-07-20 16:21:06,866 - INFO - [Train] step: 18099, loss_disc_G: 9.178216, loss_cls_G: 0.104476, lr_G: 0.000800
|
| 391 |
+
2023-07-20 16:22:04,622 - INFO - [Train] step: 18199, loss_disc_D: 0.013909, loss_cls_D: 0.000095, lr_D: 0.000800
|
| 392 |
+
2023-07-20 16:22:04,707 - INFO - [Train] step: 18199, loss_disc_G: 7.168297, loss_cls_G: 0.189321, lr_G: 0.000800
|
| 393 |
+
2023-07-20 16:23:02,317 - INFO - [Train] step: 18299, loss_disc_D: 0.012891, loss_cls_D: 0.000026, lr_D: 0.000800
|
| 394 |
+
2023-07-20 16:23:02,403 - INFO - [Train] step: 18299, loss_disc_G: 7.850387, loss_cls_G: 0.205286, lr_G: 0.000800
|
| 395 |
+
2023-07-20 16:24:00,006 - INFO - [Train] step: 18399, loss_disc_D: 0.000627, loss_cls_D: 0.000048, lr_D: 0.000800
|
| 396 |
+
2023-07-20 16:24:00,092 - INFO - [Train] step: 18399, loss_disc_G: 15.108953, loss_cls_G: 0.088902, lr_G: 0.000800
|
| 397 |
+
2023-07-20 16:24:57,704 - INFO - [Train] step: 18499, loss_disc_D: 0.913961, loss_cls_D: 0.164826, lr_D: 0.000800
|
| 398 |
+
2023-07-20 16:24:57,790 - INFO - [Train] step: 18499, loss_disc_G: 3.612576, loss_cls_G: 0.614044, lr_G: 0.000800
|
| 399 |
+
2023-07-20 16:25:55,384 - INFO - [Train] step: 18599, loss_disc_D: 0.004874, loss_cls_D: 0.000115, lr_D: 0.000800
|
| 400 |
+
2023-07-20 16:25:55,470 - INFO - [Train] step: 18599, loss_disc_G: 9.088953, loss_cls_G: 0.116482, lr_G: 0.000800
|
| 401 |
+
2023-07-20 16:26:53,096 - INFO - [Train] step: 18699, loss_disc_D: 0.051773, loss_cls_D: 0.010001, lr_D: 0.000800
|
| 402 |
+
2023-07-20 16:26:53,182 - INFO - [Train] step: 18699, loss_disc_G: 7.005511, loss_cls_G: 0.153317, lr_G: 0.000800
|
| 403 |
+
2023-07-20 16:27:50,944 - INFO - [Train] step: 18799, loss_disc_D: 0.001497, loss_cls_D: 0.000125, lr_D: 0.000800
|
| 404 |
+
2023-07-20 16:27:51,029 - INFO - [Train] step: 18799, loss_disc_G: 10.975277, loss_cls_G: 0.261072, lr_G: 0.000800
|
| 405 |
+
2023-07-20 16:28:48,664 - INFO - [Train] step: 18899, loss_disc_D: 0.004750, loss_cls_D: 0.000097, lr_D: 0.000800
|
| 406 |
+
2023-07-20 16:28:48,750 - INFO - [Train] step: 18899, loss_disc_G: 9.682728, loss_cls_G: 0.172965, lr_G: 0.000800
|
| 407 |
+
2023-07-20 16:29:46,359 - INFO - [Train] step: 18999, loss_disc_D: 0.003906, loss_cls_D: 0.000107, lr_D: 0.000800
|
| 408 |
+
2023-07-20 16:29:46,445 - INFO - [Train] step: 18999, loss_disc_G: 8.150734, loss_cls_G: 0.105824, lr_G: 0.000800
|
| 409 |
+
2023-07-20 16:30:50,537 - INFO - [Eval] step: 18999, fid: 23.883295
|
| 410 |
+
2023-07-20 16:31:48,116 - INFO - [Train] step: 19099, loss_disc_D: 0.010967, loss_cls_D: 0.000018, lr_D: 0.000800
|
| 411 |
+
2023-07-20 16:31:48,202 - INFO - [Train] step: 19099, loss_disc_G: 7.734036, loss_cls_G: 0.156069, lr_G: 0.000800
|
| 412 |
+
2023-07-20 16:32:45,799 - INFO - [Train] step: 19199, loss_disc_D: 0.119805, loss_cls_D: 0.086121, lr_D: 0.000800
|
| 413 |
+
2023-07-20 16:32:45,885 - INFO - [Train] step: 19199, loss_disc_G: 6.136056, loss_cls_G: 0.096630, lr_G: 0.000800
|
| 414 |
+
2023-07-20 16:33:43,483 - INFO - [Train] step: 19299, loss_disc_D: 0.004680, loss_cls_D: 0.000498, lr_D: 0.000800
|
| 415 |
+
2023-07-20 16:33:43,568 - INFO - [Train] step: 19299, loss_disc_G: 9.965072, loss_cls_G: 0.332486, lr_G: 0.000800
|
| 416 |
+
2023-07-20 16:34:41,181 - INFO - [Train] step: 19399, loss_disc_D: 0.002778, loss_cls_D: 0.000022, lr_D: 0.000800
|
| 417 |
+
2023-07-20 16:34:41,267 - INFO - [Train] step: 19399, loss_disc_G: 8.828527, loss_cls_G: 0.173529, lr_G: 0.000800
|
| 418 |
+
2023-07-20 16:35:39,023 - INFO - [Train] step: 19499, loss_disc_D: 0.008682, loss_cls_D: 0.000500, lr_D: 0.000800
|
| 419 |
+
2023-07-20 16:35:39,110 - INFO - [Train] step: 19499, loss_disc_G: 8.647624, loss_cls_G: 0.072758, lr_G: 0.000800
|
| 420 |
+
2023-07-20 16:36:36,733 - INFO - [Train] step: 19599, loss_disc_D: 0.000815, loss_cls_D: 0.000067, lr_D: 0.000800
|
| 421 |
+
2023-07-20 16:36:36,818 - INFO - [Train] step: 19599, loss_disc_G: 12.531098, loss_cls_G: 0.264491, lr_G: 0.000800
|
| 422 |
+
2023-07-20 16:37:34,426 - INFO - [Train] step: 19699, loss_disc_D: 0.005245, loss_cls_D: 0.003247, lr_D: 0.000800
|
| 423 |
+
2023-07-20 16:37:34,512 - INFO - [Train] step: 19699, loss_disc_G: 9.346706, loss_cls_G: 0.182751, lr_G: 0.000800
|
| 424 |
+
2023-07-20 16:38:32,125 - INFO - [Train] step: 19799, loss_disc_D: 0.023943, loss_cls_D: 0.000928, lr_D: 0.000800
|
| 425 |
+
2023-07-20 16:38:32,211 - INFO - [Train] step: 19799, loss_disc_G: 7.012917, loss_cls_G: 0.170760, lr_G: 0.000800
|
| 426 |
+
2023-07-20 16:39:29,823 - INFO - [Train] step: 19899, loss_disc_D: 0.004379, loss_cls_D: 0.000021, lr_D: 0.000800
|
| 427 |
+
2023-07-20 16:39:29,909 - INFO - [Train] step: 19899, loss_disc_G: 9.096168, loss_cls_G: 0.090733, lr_G: 0.000800
|
| 428 |
+
2023-07-20 16:40:27,521 - INFO - [Train] step: 19999, loss_disc_D: 0.008060, loss_cls_D: 0.001479, lr_D: 0.000800
|
| 429 |
+
2023-07-20 16:40:27,606 - INFO - [Train] step: 19999, loss_disc_G: 8.493758, loss_cls_G: 0.201535, lr_G: 0.000800
|
| 430 |
+
2023-07-20 16:41:31,775 - INFO - [Eval] step: 19999, fid: 23.026911
|
| 431 |
+
2023-07-20 16:42:29,942 - INFO - [Train] step: 20099, loss_disc_D: 0.006423, loss_cls_D: 0.000133, lr_D: 0.000800
|
| 432 |
+
2023-07-20 16:42:30,027 - INFO - [Train] step: 20099, loss_disc_G: 9.125416, loss_cls_G: 0.212339, lr_G: 0.000800
|
| 433 |
+
2023-07-20 16:43:27,607 - INFO - [Train] step: 20199, loss_disc_D: 0.003881, loss_cls_D: 0.000245, lr_D: 0.000800
|
| 434 |
+
2023-07-20 16:43:27,692 - INFO - [Train] step: 20199, loss_disc_G: 7.403580, loss_cls_G: 0.140659, lr_G: 0.000800
|
| 435 |
+
2023-07-20 16:44:25,308 - INFO - [Train] step: 20299, loss_disc_D: 0.006798, loss_cls_D: 0.000033, lr_D: 0.000800
|
| 436 |
+
2023-07-20 16:44:25,393 - INFO - [Train] step: 20299, loss_disc_G: 8.149835, loss_cls_G: 0.173544, lr_G: 0.000800
|
| 437 |
+
2023-07-20 16:45:23,017 - INFO - [Train] step: 20399, loss_disc_D: 0.023735, loss_cls_D: 0.021583, lr_D: 0.000800
|
| 438 |
+
2023-07-20 16:45:23,103 - INFO - [Train] step: 20399, loss_disc_G: 7.576752, loss_cls_G: 0.203256, lr_G: 0.000800
|
| 439 |
+
2023-07-20 16:46:20,724 - INFO - [Train] step: 20499, loss_disc_D: 0.002395, loss_cls_D: 0.000603, lr_D: 0.000800
|
| 440 |
+
2023-07-20 16:46:20,810 - INFO - [Train] step: 20499, loss_disc_G: 8.281734, loss_cls_G: 0.187182, lr_G: 0.000800
|
| 441 |
+
2023-07-20 16:47:18,429 - INFO - [Train] step: 20599, loss_disc_D: 0.001041, loss_cls_D: 0.000041, lr_D: 0.000800
|
| 442 |
+
2023-07-20 16:47:18,515 - INFO - [Train] step: 20599, loss_disc_G: 14.082098, loss_cls_G: 0.095365, lr_G: 0.000800
|
| 443 |
+
2023-07-20 16:48:16,262 - INFO - [Train] step: 20699, loss_disc_D: 0.015370, loss_cls_D: 0.000477, lr_D: 0.000800
|
| 444 |
+
2023-07-20 16:48:16,348 - INFO - [Train] step: 20699, loss_disc_G: 7.480512, loss_cls_G: 0.191949, lr_G: 0.000800
|
| 445 |
+
2023-07-20 16:49:13,985 - INFO - [Train] step: 20799, loss_disc_D: 0.002995, loss_cls_D: 0.000052, lr_D: 0.000800
|
| 446 |
+
2023-07-20 16:49:14,071 - INFO - [Train] step: 20799, loss_disc_G: 8.715399, loss_cls_G: 0.221118, lr_G: 0.000800
|
| 447 |
+
2023-07-20 16:50:11,676 - INFO - [Train] step: 20899, loss_disc_D: 0.004474, loss_cls_D: 0.000020, lr_D: 0.000800
|
| 448 |
+
2023-07-20 16:50:11,762 - INFO - [Train] step: 20899, loss_disc_G: 8.266150, loss_cls_G: 0.214883, lr_G: 0.000800
|
| 449 |
+
2023-07-20 16:51:09,389 - INFO - [Train] step: 20999, loss_disc_D: 0.024313, loss_cls_D: 0.017283, lr_D: 0.000800
|
| 450 |
+
2023-07-20 16:51:09,475 - INFO - [Train] step: 20999, loss_disc_G: 8.129204, loss_cls_G: 0.187464, lr_G: 0.000800
|
| 451 |
+
2023-07-20 16:52:13,724 - INFO - [Eval] step: 20999, fid: 23.107944
|
| 452 |
+
2023-07-20 16:53:11,303 - INFO - [Train] step: 21099, loss_disc_D: 0.001919, loss_cls_D: 0.004640, lr_D: 0.000800
|
| 453 |
+
2023-07-20 16:53:11,389 - INFO - [Train] step: 21099, loss_disc_G: 9.116528, loss_cls_G: 0.135532, lr_G: 0.000800
|
| 454 |
+
2023-07-20 16:54:08,992 - INFO - [Train] step: 21199, loss_disc_D: 0.010563, loss_cls_D: 0.003612, lr_D: 0.000800
|
| 455 |
+
2023-07-20 16:54:09,078 - INFO - [Train] step: 21199, loss_disc_G: 8.937397, loss_cls_G: 0.097726, lr_G: 0.000800
|
| 456 |
+
2023-07-20 16:55:06,688 - INFO - [Train] step: 21299, loss_disc_D: 0.004874, loss_cls_D: 0.002330, lr_D: 0.000800
|
| 457 |
+
2023-07-20 16:55:06,774 - INFO - [Train] step: 21299, loss_disc_G: 11.014067, loss_cls_G: 0.142931, lr_G: 0.000800
|
| 458 |
+
2023-07-20 16:56:04,552 - INFO - [Train] step: 21399, loss_disc_D: 0.004533, loss_cls_D: 0.000117, lr_D: 0.000800
|
| 459 |
+
2023-07-20 16:56:04,638 - INFO - [Train] step: 21399, loss_disc_G: 8.990191, loss_cls_G: 0.208025, lr_G: 0.000800
|
| 460 |
+
2023-07-20 16:57:02,256 - INFO - [Train] step: 21499, loss_disc_D: 0.006767, loss_cls_D: 0.000025, lr_D: 0.000800
|
| 461 |
+
2023-07-20 16:57:02,342 - INFO - [Train] step: 21499, loss_disc_G: 7.798775, loss_cls_G: 0.121207, lr_G: 0.000800
|
| 462 |
+
2023-07-20 16:57:59,954 - INFO - [Train] step: 21599, loss_disc_D: 0.004239, loss_cls_D: 0.003958, lr_D: 0.000800
|
| 463 |
+
2023-07-20 16:58:00,040 - INFO - [Train] step: 21599, loss_disc_G: 8.406786, loss_cls_G: 0.164975, lr_G: 0.000800
|
| 464 |
+
2023-07-20 16:58:57,651 - INFO - [Train] step: 21699, loss_disc_D: 0.004966, loss_cls_D: 0.000051, lr_D: 0.000800
|
| 465 |
+
2023-07-20 16:58:57,738 - INFO - [Train] step: 21699, loss_disc_G: 9.300263, loss_cls_G: 0.113865, lr_G: 0.000800
|
| 466 |
+
2023-07-20 16:59:55,367 - INFO - [Train] step: 21799, loss_disc_D: 0.004753, loss_cls_D: 0.000037, lr_D: 0.000800
|
| 467 |
+
2023-07-20 16:59:55,453 - INFO - [Train] step: 21799, loss_disc_G: 8.300421, loss_cls_G: 0.262118, lr_G: 0.000800
|
| 468 |
+
2023-07-20 17:00:53,064 - INFO - [Train] step: 21899, loss_disc_D: 0.003280, loss_cls_D: 0.000504, lr_D: 0.000800
|
| 469 |
+
2023-07-20 17:00:53,150 - INFO - [Train] step: 21899, loss_disc_G: 9.790260, loss_cls_G: 0.220260, lr_G: 0.000800
|
| 470 |
+
2023-07-20 17:01:50,910 - INFO - [Train] step: 21999, loss_disc_D: 0.003823, loss_cls_D: 0.000102, lr_D: 0.000800
|
| 471 |
+
2023-07-20 17:01:50,996 - INFO - [Train] step: 21999, loss_disc_G: 10.473080, loss_cls_G: 0.214921, lr_G: 0.000800
|
| 472 |
+
2023-07-20 17:02:55,188 - INFO - [Eval] step: 21999, fid: 22.442269
|
| 473 |
+
2023-07-20 17:03:53,056 - INFO - [Train] step: 22099, loss_disc_D: 0.047019, loss_cls_D: 0.009754, lr_D: 0.000800
|
| 474 |
+
2023-07-20 17:03:53,142 - INFO - [Train] step: 22099, loss_disc_G: 6.590612, loss_cls_G: 0.182222, lr_G: 0.000800
|
| 475 |
+
2023-07-20 17:04:50,734 - INFO - [Train] step: 22199, loss_disc_D: 0.008080, loss_cls_D: 0.003565, lr_D: 0.000800
|
| 476 |
+
2023-07-20 17:04:50,820 - INFO - [Train] step: 22199, loss_disc_G: 8.620247, loss_cls_G: 0.166149, lr_G: 0.000800
|
| 477 |
+
2023-07-20 17:05:48,419 - INFO - [Train] step: 22299, loss_disc_D: 0.008446, loss_cls_D: 0.000041, lr_D: 0.000800
|
| 478 |
+
2023-07-20 17:05:48,504 - INFO - [Train] step: 22299, loss_disc_G: 8.503918, loss_cls_G: 0.068481, lr_G: 0.000800
|
| 479 |
+
2023-07-20 17:06:46,094 - INFO - [Train] step: 22399, loss_disc_D: 0.003380, loss_cls_D: 0.000135, lr_D: 0.000800
|
| 480 |
+
2023-07-20 17:06:46,180 - INFO - [Train] step: 22399, loss_disc_G: 9.612003, loss_cls_G: 0.206106, lr_G: 0.000800
|
| 481 |
+
2023-07-20 17:07:43,774 - INFO - [Train] step: 22499, loss_disc_D: 0.002581, loss_cls_D: 0.000040, lr_D: 0.000800
|
| 482 |
+
2023-07-20 17:07:43,860 - INFO - [Train] step: 22499, loss_disc_G: 9.858455, loss_cls_G: 0.099924, lr_G: 0.000800
|
| 483 |
+
2023-07-20 17:08:41,450 - INFO - [Train] step: 22599, loss_disc_D: 0.015291, loss_cls_D: 0.002154, lr_D: 0.000800
|
| 484 |
+
2023-07-20 17:08:41,536 - INFO - [Train] step: 22599, loss_disc_G: 6.738072, loss_cls_G: 0.139421, lr_G: 0.000800
|
| 485 |
+
2023-07-20 17:09:39,298 - INFO - [Train] step: 22699, loss_disc_D: 0.001351, loss_cls_D: 0.000022, lr_D: 0.000800
|
| 486 |
+
2023-07-20 17:09:39,384 - INFO - [Train] step: 22699, loss_disc_G: 15.315444, loss_cls_G: 0.058530, lr_G: 0.000800
|
| 487 |
+
2023-07-20 17:10:36,987 - INFO - [Train] step: 22799, loss_disc_D: 0.003010, loss_cls_D: 0.000117, lr_D: 0.000800
|
| 488 |
+
2023-07-20 17:10:37,072 - INFO - [Train] step: 22799, loss_disc_G: 8.935829, loss_cls_G: 0.144816, lr_G: 0.000800
|
| 489 |
+
2023-07-20 17:11:34,680 - INFO - [Train] step: 22899, loss_disc_D: 0.003516, loss_cls_D: 0.001138, lr_D: 0.000800
|
| 490 |
+
2023-07-20 17:11:34,766 - INFO - [Train] step: 22899, loss_disc_G: 9.790966, loss_cls_G: 0.232491, lr_G: 0.000800
|
| 491 |
+
2023-07-20 17:12:32,354 - INFO - [Train] step: 22999, loss_disc_D: 0.000783, loss_cls_D: 0.000011, lr_D: 0.000800
|
| 492 |
+
2023-07-20 17:12:32,440 - INFO - [Train] step: 22999, loss_disc_G: 15.167299, loss_cls_G: 0.179502, lr_G: 0.000800
|
| 493 |
+
2023-07-20 17:13:36,542 - INFO - [Eval] step: 22999, fid: 23.406171
|
| 494 |
+
2023-07-20 17:14:34,091 - INFO - [Train] step: 23099, loss_disc_D: 0.003258, loss_cls_D: 0.000157, lr_D: 0.000800
|
| 495 |
+
2023-07-20 17:14:34,176 - INFO - [Train] step: 23099, loss_disc_G: 8.205950, loss_cls_G: 0.063684, lr_G: 0.000800
|
| 496 |
+
2023-07-20 17:15:31,771 - INFO - [Train] step: 23199, loss_disc_D: 0.076046, loss_cls_D: 0.002289, lr_D: 0.000800
|
| 497 |
+
2023-07-20 17:15:31,857 - INFO - [Train] step: 23199, loss_disc_G: 6.714529, loss_cls_G: 0.310587, lr_G: 0.000800
|
| 498 |
+
2023-07-20 17:16:29,603 - INFO - [Train] step: 23299, loss_disc_D: 0.001209, loss_cls_D: 0.000013, lr_D: 0.000800
|
| 499 |
+
2023-07-20 17:16:29,689 - INFO - [Train] step: 23299, loss_disc_G: 8.515119, loss_cls_G: 0.209628, lr_G: 0.000800
|
| 500 |
+
2023-07-20 17:17:27,279 - INFO - [Train] step: 23399, loss_disc_D: 0.000883, loss_cls_D: 0.000017, lr_D: 0.000800
|
| 501 |
+
2023-07-20 17:17:27,364 - INFO - [Train] step: 23399, loss_disc_G: 9.214529, loss_cls_G: 0.230680, lr_G: 0.000800
|
| 502 |
+
2023-07-20 17:18:24,960 - INFO - [Train] step: 23499, loss_disc_D: 0.001434, loss_cls_D: 0.000962, lr_D: 0.000800
|
| 503 |
+
2023-07-20 17:18:25,046 - INFO - [Train] step: 23499, loss_disc_G: 9.653148, loss_cls_G: 0.128585, lr_G: 0.000800
|
| 504 |
+
2023-07-20 17:19:22,653 - INFO - [Train] step: 23599, loss_disc_D: 0.004733, loss_cls_D: 0.000166, lr_D: 0.000800
|
| 505 |
+
2023-07-20 17:19:22,739 - INFO - [Train] step: 23599, loss_disc_G: 8.848680, loss_cls_G: 0.189875, lr_G: 0.000800
|
| 506 |
+
2023-07-20 17:20:20,346 - INFO - [Train] step: 23699, loss_disc_D: 0.000697, loss_cls_D: 0.000103, lr_D: 0.000800
|
| 507 |
+
2023-07-20 17:20:20,431 - INFO - [Train] step: 23699, loss_disc_G: 16.872444, loss_cls_G: 0.075038, lr_G: 0.000800
|
| 508 |
+
2023-07-20 17:21:18,019 - INFO - [Train] step: 23799, loss_disc_D: 0.018608, loss_cls_D: 0.003411, lr_D: 0.000800
|
| 509 |
+
2023-07-20 17:21:18,104 - INFO - [Train] step: 23799, loss_disc_G: 7.722031, loss_cls_G: 0.264976, lr_G: 0.000800
|
| 510 |
+
2023-07-20 17:22:15,702 - INFO - [Train] step: 23899, loss_disc_D: 0.014513, loss_cls_D: 0.000019, lr_D: 0.000800
|
| 511 |
+
2023-07-20 17:22:15,788 - INFO - [Train] step: 23899, loss_disc_G: 7.399721, loss_cls_G: 0.120532, lr_G: 0.000800
|
| 512 |
+
2023-07-20 17:23:13,542 - INFO - [Train] step: 23999, loss_disc_D: 0.002347, loss_cls_D: 0.009587, lr_D: 0.000800
|
| 513 |
+
2023-07-20 17:23:13,628 - INFO - [Train] step: 23999, loss_disc_G: 11.412691, loss_cls_G: 0.294874, lr_G: 0.000800
|
| 514 |
+
2023-07-20 17:24:17,847 - INFO - [Eval] step: 23999, fid: 23.917751
|
| 515 |
+
2023-07-20 17:25:15,399 - INFO - [Train] step: 24099, loss_disc_D: 0.002037, loss_cls_D: 0.000045, lr_D: 0.000800
|
| 516 |
+
2023-07-20 17:25:15,484 - INFO - [Train] step: 24099, loss_disc_G: 10.673683, loss_cls_G: 0.137234, lr_G: 0.000800
|
| 517 |
+
2023-07-20 17:26:13,079 - INFO - [Train] step: 24199, loss_disc_D: 0.013754, loss_cls_D: 0.000205, lr_D: 0.000800
|
| 518 |
+
2023-07-20 17:26:13,164 - INFO - [Train] step: 24199, loss_disc_G: 9.384838, loss_cls_G: 0.140422, lr_G: 0.000800
|
| 519 |
+
2023-07-20 17:27:10,766 - INFO - [Train] step: 24299, loss_disc_D: 0.031872, loss_cls_D: 0.000197, lr_D: 0.000800
|
| 520 |
+
2023-07-20 17:27:10,851 - INFO - [Train] step: 24299, loss_disc_G: 7.891566, loss_cls_G: 0.171483, lr_G: 0.000800
|
| 521 |
+
2023-07-20 17:28:08,458 - INFO - [Train] step: 24399, loss_disc_D: 0.004107, loss_cls_D: 0.000100, lr_D: 0.000800
|
| 522 |
+
2023-07-20 17:28:08,543 - INFO - [Train] step: 24399, loss_disc_G: 10.156146, loss_cls_G: 0.128157, lr_G: 0.000800
|
| 523 |
+
2023-07-20 17:29:06,119 - INFO - [Train] step: 24499, loss_disc_D: 0.005073, loss_cls_D: 0.000051, lr_D: 0.000800
|
| 524 |
+
2023-07-20 17:29:06,205 - INFO - [Train] step: 24499, loss_disc_G: 8.029310, loss_cls_G: 0.265321, lr_G: 0.000800
|
| 525 |
+
2023-07-20 17:30:03,960 - INFO - [Train] step: 24599, loss_disc_D: 0.000535, loss_cls_D: 0.000028, lr_D: 0.000800
|
| 526 |
+
2023-07-20 17:30:04,046 - INFO - [Train] step: 24599, loss_disc_G: 13.288847, loss_cls_G: 0.226742, lr_G: 0.000800
|
| 527 |
+
2023-07-20 17:31:01,646 - INFO - [Train] step: 24699, loss_disc_D: 0.711386, loss_cls_D: 0.347717, lr_D: 0.000800
|
| 528 |
+
2023-07-20 17:31:01,732 - INFO - [Train] step: 24699, loss_disc_G: 6.051874, loss_cls_G: 0.476347, lr_G: 0.000800
|
| 529 |
+
2023-07-20 17:31:59,341 - INFO - [Train] step: 24799, loss_disc_D: 0.473887, loss_cls_D: 0.006910, lr_D: 0.000800
|
| 530 |
+
2023-07-20 17:31:59,427 - INFO - [Train] step: 24799, loss_disc_G: 8.994982, loss_cls_G: 0.214813, lr_G: 0.000800
|
| 531 |
+
2023-07-20 17:32:57,030 - INFO - [Train] step: 24899, loss_disc_D: 0.001708, loss_cls_D: 0.000011, lr_D: 0.000800
|
| 532 |
+
2023-07-20 17:32:57,115 - INFO - [Train] step: 24899, loss_disc_G: 11.115250, loss_cls_G: 0.045440, lr_G: 0.000800
|
| 533 |
+
2023-07-20 17:33:54,716 - INFO - [Train] step: 24999, loss_disc_D: 0.001896, loss_cls_D: 0.000019, lr_D: 0.000800
|
| 534 |
+
2023-07-20 17:33:54,802 - INFO - [Train] step: 24999, loss_disc_G: 10.236689, loss_cls_G: 0.288895, lr_G: 0.000800
|
| 535 |
+
2023-07-20 17:34:58,988 - INFO - [Eval] step: 24999, fid: 22.391398
|
| 536 |
+
2023-07-20 17:35:56,845 - INFO - [Train] step: 25099, loss_disc_D: 0.010771, loss_cls_D: 0.006301, lr_D: 0.000800
|
| 537 |
+
2023-07-20 17:35:56,931 - INFO - [Train] step: 25099, loss_disc_G: 7.681095, loss_cls_G: 0.102715, lr_G: 0.000800
|
| 538 |
+
2023-07-20 17:36:54,496 - INFO - [Train] step: 25199, loss_disc_D: 0.017342, loss_cls_D: 0.000011, lr_D: 0.000800
|
| 539 |
+
2023-07-20 17:36:54,582 - INFO - [Train] step: 25199, loss_disc_G: 7.334764, loss_cls_G: 0.102388, lr_G: 0.000800
|
| 540 |
+
2023-07-20 17:37:52,334 - INFO - [Train] step: 25299, loss_disc_D: 0.086760, loss_cls_D: 0.085836, lr_D: 0.000800
|
| 541 |
+
2023-07-20 17:37:52,419 - INFO - [Train] step: 25299, loss_disc_G: 5.698491, loss_cls_G: 0.415539, lr_G: 0.000800
|
| 542 |
+
2023-07-20 17:38:50,018 - INFO - [Train] step: 25399, loss_disc_D: 0.007855, loss_cls_D: 0.000113, lr_D: 0.000800
|
| 543 |
+
2023-07-20 17:38:50,104 - INFO - [Train] step: 25399, loss_disc_G: 8.519131, loss_cls_G: 0.139155, lr_G: 0.000800
|
| 544 |
+
2023-07-20 17:39:47,681 - INFO - [Train] step: 25499, loss_disc_D: 0.002429, loss_cls_D: 0.000138, lr_D: 0.000800
|
| 545 |
+
2023-07-20 17:39:47,767 - INFO - [Train] step: 25499, loss_disc_G: 9.345152, loss_cls_G: 0.119104, lr_G: 0.000800
|
| 546 |
+
2023-07-20 17:40:45,380 - INFO - [Train] step: 25599, loss_disc_D: 0.093532, loss_cls_D: 0.039256, lr_D: 0.000800
|
| 547 |
+
2023-07-20 17:40:45,466 - INFO - [Train] step: 25599, loss_disc_G: 6.654947, loss_cls_G: 0.304945, lr_G: 0.000800
|
| 548 |
+
2023-07-20 17:41:43,055 - INFO - [Train] step: 25699, loss_disc_D: 0.000873, loss_cls_D: 0.000218, lr_D: 0.000800
|
| 549 |
+
2023-07-20 17:41:43,140 - INFO - [Train] step: 25699, loss_disc_G: 12.153992, loss_cls_G: 0.168404, lr_G: 0.000800
|
| 550 |
+
2023-07-20 17:42:40,760 - INFO - [Train] step: 25799, loss_disc_D: 0.000524, loss_cls_D: 0.000020, lr_D: 0.000800
|
| 551 |
+
2023-07-20 17:42:40,846 - INFO - [Train] step: 25799, loss_disc_G: 15.168766, loss_cls_G: 0.162601, lr_G: 0.000800
|
| 552 |
+
2023-07-20 17:43:38,588 - INFO - [Train] step: 25899, loss_disc_D: 0.002506, loss_cls_D: 0.000281, lr_D: 0.000800
|
| 553 |
+
2023-07-20 17:43:38,673 - INFO - [Train] step: 25899, loss_disc_G: 9.891800, loss_cls_G: 0.150482, lr_G: 0.000800
|
| 554 |
+
2023-07-20 17:44:36,257 - INFO - [Train] step: 25999, loss_disc_D: 0.002649, loss_cls_D: 0.000007, lr_D: 0.000800
|
| 555 |
+
2023-07-20 17:44:36,343 - INFO - [Train] step: 25999, loss_disc_G: 10.580091, loss_cls_G: 0.165919, lr_G: 0.000800
|
| 556 |
+
2023-07-20 17:45:40,510 - INFO - [Eval] step: 25999, fid: 22.292828
|
| 557 |
+
2023-07-20 17:46:38,369 - INFO - [Train] step: 26099, loss_disc_D: 0.004973, loss_cls_D: 0.000049, lr_D: 0.000800
|
| 558 |
+
2023-07-20 17:46:38,454 - INFO - [Train] step: 26099, loss_disc_G: 8.366407, loss_cls_G: 0.130904, lr_G: 0.000800
|
| 559 |
+
2023-07-20 17:47:36,068 - INFO - [Train] step: 26199, loss_disc_D: 4.564182, loss_cls_D: 0.049502, lr_D: 0.000800
|
| 560 |
+
2023-07-20 17:47:36,154 - INFO - [Train] step: 26199, loss_disc_G: 14.981671, loss_cls_G: 0.551063, lr_G: 0.000800
|
| 561 |
+
2023-07-20 17:48:33,778 - INFO - [Train] step: 26299, loss_disc_D: 0.003129, loss_cls_D: 0.000027, lr_D: 0.000800
|
| 562 |
+
2023-07-20 17:48:33,864 - INFO - [Train] step: 26299, loss_disc_G: 8.423762, loss_cls_G: 0.143387, lr_G: 0.000800
|
| 563 |
+
2023-07-20 17:49:31,474 - INFO - [Train] step: 26399, loss_disc_D: 0.005017, loss_cls_D: 0.000015, lr_D: 0.000800
|
| 564 |
+
2023-07-20 17:49:31,559 - INFO - [Train] step: 26399, loss_disc_G: 9.577017, loss_cls_G: 0.149310, lr_G: 0.000800
|
| 565 |
+
2023-07-20 17:50:29,170 - INFO - [Train] step: 26499, loss_disc_D: 0.011890, loss_cls_D: 0.000018, lr_D: 0.000800
|
| 566 |
+
2023-07-20 17:50:29,255 - INFO - [Train] step: 26499, loss_disc_G: 8.554859, loss_cls_G: 0.124625, lr_G: 0.000800
|
| 567 |
+
2023-07-20 17:51:27,044 - INFO - [Train] step: 26599, loss_disc_D: 0.001449, loss_cls_D: 0.000016, lr_D: 0.000800
|
| 568 |
+
2023-07-20 17:51:27,130 - INFO - [Train] step: 26599, loss_disc_G: 9.710215, loss_cls_G: 0.225792, lr_G: 0.000800
|
| 569 |
+
2023-07-20 17:52:24,768 - INFO - [Train] step: 26699, loss_disc_D: 0.009179, loss_cls_D: 0.000378, lr_D: 0.000800
|
| 570 |
+
2023-07-20 17:52:24,853 - INFO - [Train] step: 26699, loss_disc_G: 8.167695, loss_cls_G: 0.076459, lr_G: 0.000800
|
| 571 |
+
2023-07-20 17:53:22,468 - INFO - [Train] step: 26799, loss_disc_D: 0.001111, loss_cls_D: 0.000250, lr_D: 0.000800
|
| 572 |
+
2023-07-20 17:53:22,555 - INFO - [Train] step: 26799, loss_disc_G: 13.300644, loss_cls_G: 0.178810, lr_G: 0.000800
|
| 573 |
+
2023-07-20 17:54:20,163 - INFO - [Train] step: 26899, loss_disc_D: 0.013133, loss_cls_D: 0.000206, lr_D: 0.000800
|
| 574 |
+
2023-07-20 17:54:20,248 - INFO - [Train] step: 26899, loss_disc_G: 8.006941, loss_cls_G: 0.231546, lr_G: 0.000800
|
| 575 |
+
2023-07-20 17:55:17,844 - INFO - [Train] step: 26999, loss_disc_D: 0.002559, loss_cls_D: 0.000022, lr_D: 0.000800
|
| 576 |
+
2023-07-20 17:55:17,930 - INFO - [Train] step: 26999, loss_disc_G: 9.556090, loss_cls_G: 0.052974, lr_G: 0.000800
|
| 577 |
+
2023-07-20 17:56:22,047 - INFO - [Eval] step: 26999, fid: 22.005187
|
| 578 |
+
2023-07-20 17:57:19,924 - INFO - [Train] step: 27099, loss_disc_D: 0.001706, loss_cls_D: 0.000016, lr_D: 0.000800
|
| 579 |
+
2023-07-20 17:57:20,010 - INFO - [Train] step: 27099, loss_disc_G: 10.166665, loss_cls_G: 0.203530, lr_G: 0.000800
|
| 580 |
+
2023-07-20 17:58:17,748 - INFO - [Train] step: 27199, loss_disc_D: 0.009193, loss_cls_D: 0.000041, lr_D: 0.000800
|
| 581 |
+
2023-07-20 17:58:17,834 - INFO - [Train] step: 27199, loss_disc_G: 10.044374, loss_cls_G: 0.306580, lr_G: 0.000800
|
| 582 |
+
2023-07-20 17:59:15,462 - INFO - [Train] step: 27299, loss_disc_D: 0.026423, loss_cls_D: 0.000771, lr_D: 0.000800
|
| 583 |
+
2023-07-20 17:59:15,548 - INFO - [Train] step: 27299, loss_disc_G: 7.472989, loss_cls_G: 0.084106, lr_G: 0.000800
|
| 584 |
+
2023-07-20 18:00:13,186 - INFO - [Train] step: 27399, loss_disc_D: 0.001623, loss_cls_D: 0.000016, lr_D: 0.000800
|
| 585 |
+
2023-07-20 18:00:13,272 - INFO - [Train] step: 27399, loss_disc_G: 11.015896, loss_cls_G: 0.300472, lr_G: 0.000800
|
| 586 |
+
2023-07-20 18:01:10,878 - INFO - [Train] step: 27499, loss_disc_D: 0.000957, loss_cls_D: 0.000030, lr_D: 0.000800
|
| 587 |
+
2023-07-20 18:01:10,964 - INFO - [Train] step: 27499, loss_disc_G: 11.723392, loss_cls_G: 0.136800, lr_G: 0.000800
|
| 588 |
+
2023-07-20 18:02:08,582 - INFO - [Train] step: 27599, loss_disc_D: 0.000822, loss_cls_D: 0.000028, lr_D: 0.000800
|
| 589 |
+
2023-07-20 18:02:08,668 - INFO - [Train] step: 27599, loss_disc_G: 10.097534, loss_cls_G: 0.066032, lr_G: 0.000800
|
| 590 |
+
2023-07-20 18:03:06,290 - INFO - [Train] step: 27699, loss_disc_D: 0.014810, loss_cls_D: 0.000388, lr_D: 0.000800
|
| 591 |
+
2023-07-20 18:03:06,375 - INFO - [Train] step: 27699, loss_disc_G: 8.109493, loss_cls_G: 0.163970, lr_G: 0.000800
|
| 592 |
+
2023-07-20 18:04:03,984 - INFO - [Train] step: 27799, loss_disc_D: 0.002723, loss_cls_D: 0.000048, lr_D: 0.000800
|
| 593 |
+
2023-07-20 18:04:04,069 - INFO - [Train] step: 27799, loss_disc_G: 9.521823, loss_cls_G: 0.107752, lr_G: 0.000800
|
| 594 |
+
2023-07-20 18:05:01,837 - INFO - [Train] step: 27899, loss_disc_D: 0.004750, loss_cls_D: 0.000020, lr_D: 0.000800
|
| 595 |
+
2023-07-20 18:05:01,923 - INFO - [Train] step: 27899, loss_disc_G: 9.240294, loss_cls_G: 0.200791, lr_G: 0.000800
|
| 596 |
+
2023-07-20 18:05:59,547 - INFO - [Train] step: 27999, loss_disc_D: 0.010750, loss_cls_D: 0.000032, lr_D: 0.000800
|
| 597 |
+
2023-07-20 18:05:59,632 - INFO - [Train] step: 27999, loss_disc_G: 9.141091, loss_cls_G: 0.044414, lr_G: 0.000800
|
| 598 |
+
2023-07-20 18:07:03,781 - INFO - [Eval] step: 27999, fid: 22.086963
|
| 599 |
+
2023-07-20 18:08:01,326 - INFO - [Train] step: 28099, loss_disc_D: 0.032464, loss_cls_D: 0.000765, lr_D: 0.000800
|
| 600 |
+
2023-07-20 18:08:01,412 - INFO - [Train] step: 28099, loss_disc_G: 6.692006, loss_cls_G: 0.312494, lr_G: 0.000800
|
| 601 |
+
2023-07-20 18:08:59,009 - INFO - [Train] step: 28199, loss_disc_D: 0.031652, loss_cls_D: 0.000013, lr_D: 0.000800
|
| 602 |
+
2023-07-20 18:08:59,095 - INFO - [Train] step: 28199, loss_disc_G: 6.861252, loss_cls_G: 0.214070, lr_G: 0.000800
|
| 603 |
+
2023-07-20 18:09:56,691 - INFO - [Train] step: 28299, loss_disc_D: 0.003199, loss_cls_D: 0.000036, lr_D: 0.000800
|
| 604 |
+
2023-07-20 18:09:56,776 - INFO - [Train] step: 28299, loss_disc_G: 9.318005, loss_cls_G: 0.102187, lr_G: 0.000800
|
| 605 |
+
2023-07-20 18:10:54,397 - INFO - [Train] step: 28399, loss_disc_D: 0.001854, loss_cls_D: 0.000028, lr_D: 0.000800
|
| 606 |
+
2023-07-20 18:10:54,483 - INFO - [Train] step: 28399, loss_disc_G: 10.859204, loss_cls_G: 0.081749, lr_G: 0.000800
|
| 607 |
+
2023-07-20 18:11:52,267 - INFO - [Train] step: 28499, loss_disc_D: 0.005368, loss_cls_D: 0.000155, lr_D: 0.000800
|
| 608 |
+
2023-07-20 18:11:52,352 - INFO - [Train] step: 28499, loss_disc_G: 9.517443, loss_cls_G: 0.196313, lr_G: 0.000800
|
| 609 |
+
2023-07-20 18:12:49,981 - INFO - [Train] step: 28599, loss_disc_D: 0.002906, loss_cls_D: 0.000027, lr_D: 0.000800
|
| 610 |
+
2023-07-20 18:12:50,067 - INFO - [Train] step: 28599, loss_disc_G: 9.863791, loss_cls_G: 0.169138, lr_G: 0.000800
|
| 611 |
+
2023-07-20 18:13:47,690 - INFO - [Train] step: 28699, loss_disc_D: 0.001856, loss_cls_D: 0.000034, lr_D: 0.000800
|
| 612 |
+
2023-07-20 18:13:47,776 - INFO - [Train] step: 28699, loss_disc_G: 10.216560, loss_cls_G: 0.174493, lr_G: 0.000800
|
| 613 |
+
2023-07-20 18:14:45,375 - INFO - [Train] step: 28799, loss_disc_D: 0.241731, loss_cls_D: 0.031369, lr_D: 0.000800
|
| 614 |
+
2023-07-20 18:14:45,461 - INFO - [Train] step: 28799, loss_disc_G: 4.763126, loss_cls_G: 0.303428, lr_G: 0.000800
|
| 615 |
+
2023-07-20 18:15:43,053 - INFO - [Train] step: 28899, loss_disc_D: 0.005040, loss_cls_D: 0.000052, lr_D: 0.000800
|
| 616 |
+
2023-07-20 18:15:43,139 - INFO - [Train] step: 28899, loss_disc_G: 8.531244, loss_cls_G: 0.124297, lr_G: 0.000800
|
| 617 |
+
2023-07-20 18:16:40,745 - INFO - [Train] step: 28999, loss_disc_D: 0.001529, loss_cls_D: 0.000010, lr_D: 0.000800
|
| 618 |
+
2023-07-20 18:16:40,830 - INFO - [Train] step: 28999, loss_disc_G: 13.389555, loss_cls_G: 0.185304, lr_G: 0.000800
|
| 619 |
+
2023-07-20 18:17:44,982 - INFO - [Eval] step: 28999, fid: 21.562802
|
| 620 |
+
2023-07-20 18:18:42,926 - INFO - [Train] step: 29099, loss_disc_D: 0.031850, loss_cls_D: 0.003060, lr_D: 0.000800
|
| 621 |
+
2023-07-20 18:18:43,011 - INFO - [Train] step: 29099, loss_disc_G: 8.152699, loss_cls_G: 0.248345, lr_G: 0.000800
|
| 622 |
+
2023-07-20 18:19:40,776 - INFO - [Train] step: 29199, loss_disc_D: 0.001205, loss_cls_D: 0.000078, lr_D: 0.000800
|
| 623 |
+
2023-07-20 18:19:40,862 - INFO - [Train] step: 29199, loss_disc_G: 10.596146, loss_cls_G: 0.229961, lr_G: 0.000800
|
| 624 |
+
2023-07-20 18:20:38,476 - INFO - [Train] step: 29299, loss_disc_D: 0.004600, loss_cls_D: 0.000096, lr_D: 0.000800
|
| 625 |
+
2023-07-20 18:20:38,562 - INFO - [Train] step: 29299, loss_disc_G: 10.867313, loss_cls_G: 0.126221, lr_G: 0.000800
|
| 626 |
+
2023-07-20 18:21:36,175 - INFO - [Train] step: 29399, loss_disc_D: 0.004445, loss_cls_D: 0.000204, lr_D: 0.000800
|
| 627 |
+
2023-07-20 18:21:36,260 - INFO - [Train] step: 29399, loss_disc_G: 7.163837, loss_cls_G: 0.264388, lr_G: 0.000800
|
| 628 |
+
2023-07-20 18:22:33,861 - INFO - [Train] step: 29499, loss_disc_D: 0.004104, loss_cls_D: 0.000071, lr_D: 0.000800
|
| 629 |
+
2023-07-20 18:22:33,947 - INFO - [Train] step: 29499, loss_disc_G: 8.013454, loss_cls_G: 0.115744, lr_G: 0.000800
|
| 630 |
+
2023-07-20 18:23:31,562 - INFO - [Train] step: 29599, loss_disc_D: 0.006848, loss_cls_D: 0.000016, lr_D: 0.000800
|
| 631 |
+
2023-07-20 18:23:31,648 - INFO - [Train] step: 29599, loss_disc_G: 9.807425, loss_cls_G: 0.259284, lr_G: 0.000800
|
| 632 |
+
2023-07-20 18:24:29,265 - INFO - [Train] step: 29699, loss_disc_D: 0.002243, loss_cls_D: 0.000009, lr_D: 0.000800
|
| 633 |
+
2023-07-20 18:24:29,350 - INFO - [Train] step: 29699, loss_disc_G: 10.088837, loss_cls_G: 0.189176, lr_G: 0.000800
|
| 634 |
+
2023-07-20 18:25:27,119 - INFO - [Train] step: 29799, loss_disc_D: 0.001482, loss_cls_D: 0.000012, lr_D: 0.000800
|
| 635 |
+
2023-07-20 18:25:27,204 - INFO - [Train] step: 29799, loss_disc_G: 11.420007, loss_cls_G: 0.181939, lr_G: 0.000800
|
| 636 |
+
2023-07-20 18:26:24,827 - INFO - [Train] step: 29899, loss_disc_D: 0.015950, loss_cls_D: 0.000135, lr_D: 0.000800
|
| 637 |
+
2023-07-20 18:26:24,913 - INFO - [Train] step: 29899, loss_disc_G: 8.724585, loss_cls_G: 0.073181, lr_G: 0.000800
|
| 638 |
+
2023-07-20 18:27:22,532 - INFO - [Train] step: 29999, loss_disc_D: 0.005386, loss_cls_D: 0.000065, lr_D: 0.000800
|
| 639 |
+
2023-07-20 18:27:22,618 - INFO - [Train] step: 29999, loss_disc_G: 9.067902, loss_cls_G: 0.101782, lr_G: 0.000800
|
| 640 |
+
2023-07-20 18:28:26,833 - INFO - [Eval] step: 29999, fid: 21.090750
|
| 641 |
+
2023-07-20 18:29:24,872 - INFO - [Train] step: 30099, loss_disc_D: 0.007662, loss_cls_D: 0.000022, lr_D: 0.000800
|
| 642 |
+
2023-07-20 18:29:24,957 - INFO - [Train] step: 30099, loss_disc_G: 9.680350, loss_cls_G: 0.161450, lr_G: 0.000800
|
| 643 |
+
2023-07-20 18:30:22,557 - INFO - [Train] step: 30199, loss_disc_D: 0.000450, loss_cls_D: 0.000019, lr_D: 0.000800
|
| 644 |
+
2023-07-20 18:30:22,642 - INFO - [Train] step: 30199, loss_disc_G: 13.506008, loss_cls_G: 0.087374, lr_G: 0.000800
|
| 645 |
+
2023-07-20 18:31:20,251 - INFO - [Train] step: 30299, loss_disc_D: 0.003432, loss_cls_D: 0.000034, lr_D: 0.000800
|
| 646 |
+
2023-07-20 18:31:20,337 - INFO - [Train] step: 30299, loss_disc_G: 9.609333, loss_cls_G: 0.244426, lr_G: 0.000800
|
| 647 |
+
2023-07-20 18:32:18,112 - INFO - [Train] step: 30399, loss_disc_D: 0.008012, loss_cls_D: 0.000016, lr_D: 0.000800
|
| 648 |
+
2023-07-20 18:32:18,198 - INFO - [Train] step: 30399, loss_disc_G: 7.206235, loss_cls_G: 0.097477, lr_G: 0.000800
|
| 649 |
+
2023-07-20 18:33:15,838 - INFO - [Train] step: 30499, loss_disc_D: 0.007084, loss_cls_D: 0.000576, lr_D: 0.000800
|
| 650 |
+
2023-07-20 18:33:15,924 - INFO - [Train] step: 30499, loss_disc_G: 9.055117, loss_cls_G: 0.097052, lr_G: 0.000800
|
| 651 |
+
2023-07-20 18:34:13,539 - INFO - [Train] step: 30599, loss_disc_D: 0.002457, loss_cls_D: 0.000065, lr_D: 0.000800
|
| 652 |
+
2023-07-20 18:34:13,624 - INFO - [Train] step: 30599, loss_disc_G: 10.324807, loss_cls_G: 0.217207, lr_G: 0.000800
|
| 653 |
+
2023-07-20 18:35:11,238 - INFO - [Train] step: 30699, loss_disc_D: 0.005300, loss_cls_D: 0.000008, lr_D: 0.000800
|
| 654 |
+
2023-07-20 18:35:11,323 - INFO - [Train] step: 30699, loss_disc_G: 10.470278, loss_cls_G: 0.148684, lr_G: 0.000800
|
| 655 |
+
2023-07-20 18:36:08,942 - INFO - [Train] step: 30799, loss_disc_D: 0.008608, loss_cls_D: 0.000050, lr_D: 0.000800
|
| 656 |
+
2023-07-20 18:36:09,028 - INFO - [Train] step: 30799, loss_disc_G: 8.502222, loss_cls_G: 0.131923, lr_G: 0.000800
|
| 657 |
+
2023-07-20 18:37:06,666 - INFO - [Train] step: 30899, loss_disc_D: 0.002848, loss_cls_D: 0.000023, lr_D: 0.000800
|
| 658 |
+
2023-07-20 18:37:06,751 - INFO - [Train] step: 30899, loss_disc_G: 10.545795, loss_cls_G: 0.144019, lr_G: 0.000800
|
| 659 |
+
2023-07-20 18:38:04,374 - INFO - [Train] step: 30999, loss_disc_D: 0.009381, loss_cls_D: 0.000020, lr_D: 0.000800
|
| 660 |
+
2023-07-20 18:38:04,459 - INFO - [Train] step: 30999, loss_disc_G: 9.837383, loss_cls_G: 0.324140, lr_G: 0.000800
|
| 661 |
+
2023-07-20 18:39:08,713 - INFO - [Eval] step: 30999, fid: 21.121107
|
| 662 |
+
2023-07-20 18:40:06,419 - INFO - [Train] step: 31099, loss_disc_D: 0.005742, loss_cls_D: 0.000061, lr_D: 0.000800
|
| 663 |
+
2023-07-20 18:40:06,505 - INFO - [Train] step: 31099, loss_disc_G: 9.490269, loss_cls_G: 0.385946, lr_G: 0.000800
|
| 664 |
+
2023-07-20 18:41:04,100 - INFO - [Train] step: 31199, loss_disc_D: 0.002959, loss_cls_D: 0.000015, lr_D: 0.000800
|
| 665 |
+
2023-07-20 18:41:04,186 - INFO - [Train] step: 31199, loss_disc_G: 10.462814, loss_cls_G: 0.134443, lr_G: 0.000800
|
| 666 |
+
2023-07-20 18:42:01,790 - INFO - [Train] step: 31299, loss_disc_D: 0.000707, loss_cls_D: 0.000016, lr_D: 0.000800
|
| 667 |
+
2023-07-20 18:42:01,876 - INFO - [Train] step: 31299, loss_disc_G: 10.769434, loss_cls_G: 0.163232, lr_G: 0.000800
|
| 668 |
+
2023-07-20 18:42:59,496 - INFO - [Train] step: 31399, loss_disc_D: 0.015460, loss_cls_D: 0.002283, lr_D: 0.000800
|
| 669 |
+
2023-07-20 18:42:59,582 - INFO - [Train] step: 31399, loss_disc_G: 8.240548, loss_cls_G: 0.204098, lr_G: 0.000800
|
| 670 |
+
2023-07-20 18:43:57,203 - INFO - [Train] step: 31499, loss_disc_D: 0.009066, loss_cls_D: 0.000033, lr_D: 0.000800
|
| 671 |
+
2023-07-20 18:43:57,289 - INFO - [Train] step: 31499, loss_disc_G: 9.385413, loss_cls_G: 0.165820, lr_G: 0.000800
|
| 672 |
+
2023-07-20 18:44:54,917 - INFO - [Train] step: 31599, loss_disc_D: 0.014354, loss_cls_D: 0.001587, lr_D: 0.000800
|
| 673 |
+
2023-07-20 18:44:55,003 - INFO - [Train] step: 31599, loss_disc_G: 9.251157, loss_cls_G: 0.244824, lr_G: 0.000800
|
| 674 |
+
2023-07-20 18:45:52,779 - INFO - [Train] step: 31699, loss_disc_D: 0.000699, loss_cls_D: 0.000016, lr_D: 0.000800
|
| 675 |
+
2023-07-20 18:45:52,865 - INFO - [Train] step: 31699, loss_disc_G: 15.438094, loss_cls_G: 0.157988, lr_G: 0.000800
|
| 676 |
+
2023-07-20 18:46:50,504 - INFO - [Train] step: 31799, loss_disc_D: 0.006911, loss_cls_D: 0.000017, lr_D: 0.000800
|
| 677 |
+
2023-07-20 18:46:50,589 - INFO - [Train] step: 31799, loss_disc_G: 10.525410, loss_cls_G: 0.120697, lr_G: 0.000800
|
| 678 |
+
2023-07-20 18:47:48,211 - INFO - [Train] step: 31899, loss_disc_D: 0.013430, loss_cls_D: 0.002586, lr_D: 0.000800
|
| 679 |
+
2023-07-20 18:47:48,297 - INFO - [Train] step: 31899, loss_disc_G: 9.274250, loss_cls_G: 0.155241, lr_G: 0.000800
|
| 680 |
+
2023-07-20 18:48:45,901 - INFO - [Train] step: 31999, loss_disc_D: 0.004382, loss_cls_D: 0.000028, lr_D: 0.000800
|
| 681 |
+
2023-07-20 18:48:45,987 - INFO - [Train] step: 31999, loss_disc_G: 8.672440, loss_cls_G: 0.122443, lr_G: 0.000800
|
| 682 |
+
2023-07-20 18:49:50,179 - INFO - [Eval] step: 31999, fid: 21.936048
|
| 683 |
+
2023-07-20 18:50:47,739 - INFO - [Train] step: 32099, loss_disc_D: 0.010840, loss_cls_D: 0.000007, lr_D: 0.000800
|
| 684 |
+
2023-07-20 18:50:47,824 - INFO - [Train] step: 32099, loss_disc_G: 8.162657, loss_cls_G: 0.077058, lr_G: 0.000800
|
| 685 |
+
2023-07-20 18:51:45,437 - INFO - [Train] step: 32199, loss_disc_D: 0.012251, loss_cls_D: 0.002550, lr_D: 0.000800
|
| 686 |
+
2023-07-20 18:51:45,523 - INFO - [Train] step: 32199, loss_disc_G: 9.464048, loss_cls_G: 0.201862, lr_G: 0.000800
|
| 687 |
+
2023-07-20 18:52:43,160 - INFO - [Train] step: 32299, loss_disc_D: 0.002059, loss_cls_D: 0.000010, lr_D: 0.000800
|
| 688 |
+
2023-07-20 18:52:43,245 - INFO - [Train] step: 32299, loss_disc_G: 10.651325, loss_cls_G: 0.166594, lr_G: 0.000800
|
| 689 |
+
2023-07-20 18:53:41,013 - INFO - [Train] step: 32399, loss_disc_D: 0.020925, loss_cls_D: 0.000009, lr_D: 0.000800
|
| 690 |
+
2023-07-20 18:53:41,099 - INFO - [Train] step: 32399, loss_disc_G: 9.603780, loss_cls_G: 0.155789, lr_G: 0.000800
|
| 691 |
+
2023-07-20 18:54:38,711 - INFO - [Train] step: 32499, loss_disc_D: 0.152289, loss_cls_D: 0.008275, lr_D: 0.000800
|
| 692 |
+
2023-07-20 18:54:38,805 - INFO - [Train] step: 32499, loss_disc_G: 6.219716, loss_cls_G: 0.439893, lr_G: 0.000800
|
| 693 |
+
2023-07-20 18:55:36,421 - INFO - [Train] step: 32599, loss_disc_D: 0.006472, loss_cls_D: 0.000019, lr_D: 0.000800
|
| 694 |
+
2023-07-20 18:55:36,506 - INFO - [Train] step: 32599, loss_disc_G: 8.979785, loss_cls_G: 0.091614, lr_G: 0.000800
|
| 695 |
+
2023-07-20 18:56:34,133 - INFO - [Train] step: 32699, loss_disc_D: 0.001033, loss_cls_D: 0.000398, lr_D: 0.000800
|
| 696 |
+
2023-07-20 18:56:34,218 - INFO - [Train] step: 32699, loss_disc_G: 11.474976, loss_cls_G: 0.187549, lr_G: 0.000800
|
| 697 |
+
2023-07-20 18:57:31,832 - INFO - [Train] step: 32799, loss_disc_D: 0.006960, loss_cls_D: 0.000008, lr_D: 0.000800
|
| 698 |
+
2023-07-20 18:57:31,918 - INFO - [Train] step: 32799, loss_disc_G: 9.531139, loss_cls_G: 0.199979, lr_G: 0.000800
|
| 699 |
+
2023-07-20 18:58:29,509 - INFO - [Train] step: 32899, loss_disc_D: 0.001773, loss_cls_D: 0.000019, lr_D: 0.000800
|
| 700 |
+
2023-07-20 18:58:29,595 - INFO - [Train] step: 32899, loss_disc_G: 11.362038, loss_cls_G: 0.140761, lr_G: 0.000800
|
| 701 |
+
2023-07-20 18:59:27,361 - INFO - [Train] step: 32999, loss_disc_D: 0.012041, loss_cls_D: 0.000011, lr_D: 0.000800
|
| 702 |
+
2023-07-20 18:59:27,446 - INFO - [Train] step: 32999, loss_disc_G: 10.029055, loss_cls_G: 0.249799, lr_G: 0.000800
|
| 703 |
+
2023-07-20 19:00:31,608 - INFO - [Eval] step: 32999, fid: 21.098647
|
| 704 |
+
2023-07-20 19:01:29,179 - INFO - [Train] step: 33099, loss_disc_D: 0.005268, loss_cls_D: 0.000620, lr_D: 0.000800
|
| 705 |
+
2023-07-20 19:01:29,264 - INFO - [Train] step: 33099, loss_disc_G: 10.555085, loss_cls_G: 0.188468, lr_G: 0.000800
|
| 706 |
+
2023-07-20 19:02:26,884 - INFO - [Train] step: 33199, loss_disc_D: 0.004033, loss_cls_D: 0.000545, lr_D: 0.000800
|
| 707 |
+
2023-07-20 19:02:26,970 - INFO - [Train] step: 33199, loss_disc_G: 9.137496, loss_cls_G: 0.152810, lr_G: 0.000800
|
| 708 |
+
2023-07-20 19:03:24,589 - INFO - [Train] step: 33299, loss_disc_D: 0.008318, loss_cls_D: 0.004356, lr_D: 0.000800
|
| 709 |
+
2023-07-20 19:03:24,675 - INFO - [Train] step: 33299, loss_disc_G: 8.864656, loss_cls_G: 0.133481, lr_G: 0.000800
|
| 710 |
+
2023-07-20 19:04:22,287 - INFO - [Train] step: 33399, loss_disc_D: 0.001561, loss_cls_D: 0.000021, lr_D: 0.000800
|
| 711 |
+
2023-07-20 19:04:22,373 - INFO - [Train] step: 33399, loss_disc_G: 10.633484, loss_cls_G: 0.108461, lr_G: 0.000800
|
| 712 |
+
2023-07-20 19:05:20,025 - INFO - [Train] step: 33499, loss_disc_D: 0.008908, loss_cls_D: 0.014612, lr_D: 0.000800
|
| 713 |
+
2023-07-20 19:05:20,111 - INFO - [Train] step: 33499, loss_disc_G: 8.776659, loss_cls_G: 0.197502, lr_G: 0.000800
|
| 714 |
+
2023-07-20 19:06:17,720 - INFO - [Train] step: 33599, loss_disc_D: 0.003876, loss_cls_D: 0.000288, lr_D: 0.000800
|
| 715 |
+
2023-07-20 19:06:17,806 - INFO - [Train] step: 33599, loss_disc_G: 9.444928, loss_cls_G: 0.177482, lr_G: 0.000800
|
| 716 |
+
2023-07-20 19:07:15,595 - INFO - [Train] step: 33699, loss_disc_D: 0.001911, loss_cls_D: 0.003689, lr_D: 0.000800
|
| 717 |
+
2023-07-20 19:07:15,681 - INFO - [Train] step: 33699, loss_disc_G: 9.877005, loss_cls_G: 0.193594, lr_G: 0.000800
|
| 718 |
+
2023-07-20 19:08:13,308 - INFO - [Train] step: 33799, loss_disc_D: 0.000848, loss_cls_D: 0.000061, lr_D: 0.000800
|
| 719 |
+
2023-07-20 19:08:13,394 - INFO - [Train] step: 33799, loss_disc_G: 14.462770, loss_cls_G: 0.174033, lr_G: 0.000800
|
| 720 |
+
2023-07-20 19:09:11,004 - INFO - [Train] step: 33899, loss_disc_D: 0.002871, loss_cls_D: 0.000010, lr_D: 0.000800
|
| 721 |
+
2023-07-20 19:09:11,089 - INFO - [Train] step: 33899, loss_disc_G: 10.611587, loss_cls_G: 0.176625, lr_G: 0.000800
|
| 722 |
+
2023-07-20 19:10:08,700 - INFO - [Train] step: 33999, loss_disc_D: 1.611977, loss_cls_D: 0.008244, lr_D: 0.000800
|
| 723 |
+
2023-07-20 19:10:08,786 - INFO - [Train] step: 33999, loss_disc_G: 9.059114, loss_cls_G: 0.188832, lr_G: 0.000800
|
| 724 |
+
2023-07-20 19:11:12,936 - INFO - [Eval] step: 33999, fid: 19.906204
|
| 725 |
+
2023-07-20 19:12:10,803 - INFO - [Train] step: 34099, loss_disc_D: 0.004117, loss_cls_D: 0.000054, lr_D: 0.000800
|
| 726 |
+
2023-07-20 19:12:10,888 - INFO - [Train] step: 34099, loss_disc_G: 9.566404, loss_cls_G: 0.194769, lr_G: 0.000800
|
| 727 |
+
2023-07-20 19:13:08,513 - INFO - [Train] step: 34199, loss_disc_D: 0.003786, loss_cls_D: 0.000007, lr_D: 0.000800
|
| 728 |
+
2023-07-20 19:13:08,598 - INFO - [Train] step: 34199, loss_disc_G: 8.978775, loss_cls_G: 0.179327, lr_G: 0.000800
|
| 729 |
+
2023-07-20 19:14:06,407 - INFO - [Train] step: 34299, loss_disc_D: 0.001108, loss_cls_D: 0.000004, lr_D: 0.000800
|
| 730 |
+
2023-07-20 19:14:06,493 - INFO - [Train] step: 34299, loss_disc_G: 11.311756, loss_cls_G: 0.143210, lr_G: 0.000800
|
| 731 |
+
2023-07-20 19:15:04,135 - INFO - [Train] step: 34399, loss_disc_D: 0.000482, loss_cls_D: 0.000012, lr_D: 0.000800
|
| 732 |
+
2023-07-20 19:15:04,221 - INFO - [Train] step: 34399, loss_disc_G: 11.578737, loss_cls_G: 0.087006, lr_G: 0.000800
|
| 733 |
+
2023-07-20 19:16:01,858 - INFO - [Train] step: 34499, loss_disc_D: 0.007079, loss_cls_D: 0.000580, lr_D: 0.000800
|
| 734 |
+
2023-07-20 19:16:01,944 - INFO - [Train] step: 34499, loss_disc_G: 9.927364, loss_cls_G: 0.259789, lr_G: 0.000800
|
| 735 |
+
2023-07-20 19:16:59,560 - INFO - [Train] step: 34599, loss_disc_D: 0.003907, loss_cls_D: 0.000051, lr_D: 0.000800
|
| 736 |
+
2023-07-20 19:16:59,646 - INFO - [Train] step: 34599, loss_disc_G: 10.422136, loss_cls_G: 0.118149, lr_G: 0.000800
|
| 737 |
+
2023-07-20 19:17:57,276 - INFO - [Train] step: 34699, loss_disc_D: 0.000512, loss_cls_D: 0.000033, lr_D: 0.000800
|
| 738 |
+
2023-07-20 19:17:57,362 - INFO - [Train] step: 34699, loss_disc_G: 11.776108, loss_cls_G: 0.093952, lr_G: 0.000800
|
| 739 |
+
2023-07-20 19:18:54,989 - INFO - [Train] step: 34799, loss_disc_D: 0.004448, loss_cls_D: 0.000009, lr_D: 0.000800
|
| 740 |
+
2023-07-20 19:18:55,075 - INFO - [Train] step: 34799, loss_disc_G: 10.919419, loss_cls_G: 0.149509, lr_G: 0.000800
|
| 741 |
+
2023-07-20 19:19:52,708 - INFO - [Train] step: 34899, loss_disc_D: 0.136230, loss_cls_D: 0.022900, lr_D: 0.000800
|
| 742 |
+
2023-07-20 19:19:52,793 - INFO - [Train] step: 34899, loss_disc_G: 5.246390, loss_cls_G: 0.234865, lr_G: 0.000800
|
| 743 |
+
2023-07-20 19:20:50,605 - INFO - [Train] step: 34999, loss_disc_D: 0.294467, loss_cls_D: 0.078325, lr_D: 0.000800
|
| 744 |
+
2023-07-20 19:20:50,690 - INFO - [Train] step: 34999, loss_disc_G: 5.044447, loss_cls_G: 0.391878, lr_G: 0.000800
|
| 745 |
+
2023-07-20 19:21:54,925 - INFO - [Eval] step: 34999, fid: 20.237925
|
| 746 |
+
2023-07-20 19:22:52,548 - INFO - [Train] step: 35099, loss_disc_D: 0.000522, loss_cls_D: 0.000033, lr_D: 0.000800
|
| 747 |
+
2023-07-20 19:22:52,634 - INFO - [Train] step: 35099, loss_disc_G: 15.387300, loss_cls_G: 0.201715, lr_G: 0.000800
|
| 748 |
+
2023-07-20 19:23:50,263 - INFO - [Train] step: 35199, loss_disc_D: 0.002320, loss_cls_D: 0.000015, lr_D: 0.000800
|
| 749 |
+
2023-07-20 19:23:50,348 - INFO - [Train] step: 35199, loss_disc_G: 10.956968, loss_cls_G: 0.162893, lr_G: 0.000800
|
| 750 |
+
2023-07-20 19:24:48,010 - INFO - [Train] step: 35299, loss_disc_D: 0.008163, loss_cls_D: 0.000018, lr_D: 0.000800
|
| 751 |
+
2023-07-20 19:24:48,096 - INFO - [Train] step: 35299, loss_disc_G: 9.055259, loss_cls_G: 0.091045, lr_G: 0.000800
|
| 752 |
+
2023-07-20 19:25:45,699 - INFO - [Train] step: 35399, loss_disc_D: 0.010118, loss_cls_D: 0.000239, lr_D: 0.000800
|
| 753 |
+
2023-07-20 19:25:45,785 - INFO - [Train] step: 35399, loss_disc_G: 9.513562, loss_cls_G: 0.214633, lr_G: 0.000800
|
| 754 |
+
2023-07-20 19:26:43,403 - INFO - [Train] step: 35499, loss_disc_D: 0.006398, loss_cls_D: 0.000006, lr_D: 0.000800
|
| 755 |
+
2023-07-20 19:26:43,489 - INFO - [Train] step: 35499, loss_disc_G: 9.780756, loss_cls_G: 0.169433, lr_G: 0.000800
|
| 756 |
+
2023-07-20 19:27:41,244 - INFO - [Train] step: 35599, loss_disc_D: 0.011099, loss_cls_D: 0.000092, lr_D: 0.000800
|
| 757 |
+
2023-07-20 19:27:41,330 - INFO - [Train] step: 35599, loss_disc_G: 8.971530, loss_cls_G: 0.197745, lr_G: 0.000800
|
| 758 |
+
2023-07-20 19:28:38,958 - INFO - [Train] step: 35699, loss_disc_D: 0.002754, loss_cls_D: 0.000063, lr_D: 0.000800
|
| 759 |
+
2023-07-20 19:28:39,044 - INFO - [Train] step: 35699, loss_disc_G: 9.628438, loss_cls_G: 0.191394, lr_G: 0.000800
|
| 760 |
+
2023-07-20 19:29:36,673 - INFO - [Train] step: 35799, loss_disc_D: 0.007798, loss_cls_D: 0.000008, lr_D: 0.000800
|
| 761 |
+
2023-07-20 19:29:36,759 - INFO - [Train] step: 35799, loss_disc_G: 10.193001, loss_cls_G: 0.136554, lr_G: 0.000800
|
| 762 |
+
2023-07-20 19:30:34,375 - INFO - [Train] step: 35899, loss_disc_D: 0.002865, loss_cls_D: 0.000307, lr_D: 0.000800
|
| 763 |
+
2023-07-20 19:30:34,461 - INFO - [Train] step: 35899, loss_disc_G: 9.126212, loss_cls_G: 0.108124, lr_G: 0.000800
|
| 764 |
+
2023-07-20 19:31:32,087 - INFO - [Train] step: 35999, loss_disc_D: 0.002762, loss_cls_D: 0.000017, lr_D: 0.000800
|
| 765 |
+
2023-07-20 19:31:32,172 - INFO - [Train] step: 35999, loss_disc_G: 10.813431, loss_cls_G: 0.223015, lr_G: 0.000800
|
| 766 |
+
2023-07-20 19:32:36,368 - INFO - [Eval] step: 35999, fid: 21.102959
|
| 767 |
+
2023-07-20 19:33:33,936 - INFO - [Train] step: 36099, loss_disc_D: 0.050672, loss_cls_D: 0.010994, lr_D: 0.000800
|
| 768 |
+
2023-07-20 19:33:34,022 - INFO - [Train] step: 36099, loss_disc_G: 8.388720, loss_cls_G: 0.366688, lr_G: 0.000800
|
| 769 |
+
2023-07-20 19:34:31,632 - INFO - [Train] step: 36199, loss_disc_D: 0.001666, loss_cls_D: 0.000029, lr_D: 0.000800
|
| 770 |
+
2023-07-20 19:34:31,717 - INFO - [Train] step: 36199, loss_disc_G: 10.656613, loss_cls_G: 0.125359, lr_G: 0.000800
|
| 771 |
+
2023-07-20 19:35:29,487 - INFO - [Train] step: 36299, loss_disc_D: 0.001316, loss_cls_D: 0.000018, lr_D: 0.000800
|
| 772 |
+
2023-07-20 19:35:29,573 - INFO - [Train] step: 36299, loss_disc_G: 10.162331, loss_cls_G: 0.256015, lr_G: 0.000800
|
| 773 |
+
2023-07-20 19:36:27,189 - INFO - [Train] step: 36399, loss_disc_D: 0.006074, loss_cls_D: 0.000100, lr_D: 0.000800
|
| 774 |
+
2023-07-20 19:36:27,274 - INFO - [Train] step: 36399, loss_disc_G: 8.755675, loss_cls_G: 0.162758, lr_G: 0.000800
|
| 775 |
+
2023-07-20 19:37:24,897 - INFO - [Train] step: 36499, loss_disc_D: 0.002656, loss_cls_D: 0.000036, lr_D: 0.000800
|
| 776 |
+
2023-07-20 19:37:24,982 - INFO - [Train] step: 36499, loss_disc_G: 10.321623, loss_cls_G: 0.287859, lr_G: 0.000800
|
| 777 |
+
2023-07-20 19:38:22,593 - INFO - [Train] step: 36599, loss_disc_D: 0.003271, loss_cls_D: 0.000010, lr_D: 0.000800
|
| 778 |
+
2023-07-20 19:38:22,678 - INFO - [Train] step: 36599, loss_disc_G: 11.347810, loss_cls_G: 0.372744, lr_G: 0.000800
|
| 779 |
+
2023-07-20 19:39:20,278 - INFO - [Train] step: 36699, loss_disc_D: 0.008491, loss_cls_D: 0.000953, lr_D: 0.000800
|
| 780 |
+
2023-07-20 19:39:20,364 - INFO - [Train] step: 36699, loss_disc_G: 8.128046, loss_cls_G: 0.135235, lr_G: 0.000800
|
| 781 |
+
2023-07-20 19:40:17,982 - INFO - [Train] step: 36799, loss_disc_D: 0.002179, loss_cls_D: 0.000100, lr_D: 0.000800
|
| 782 |
+
2023-07-20 19:40:18,067 - INFO - [Train] step: 36799, loss_disc_G: 10.580593, loss_cls_G: 0.170760, lr_G: 0.000800
|
| 783 |
+
2023-07-20 19:41:15,817 - INFO - [Train] step: 36899, loss_disc_D: 0.002617, loss_cls_D: 0.000040, lr_D: 0.000800
|
| 784 |
+
2023-07-20 19:41:15,903 - INFO - [Train] step: 36899, loss_disc_G: 9.442142, loss_cls_G: 0.196358, lr_G: 0.000800
|
| 785 |
+
2023-07-20 19:42:13,522 - INFO - [Train] step: 36999, loss_disc_D: 0.003910, loss_cls_D: 0.000012, lr_D: 0.000800
|
| 786 |
+
2023-07-20 19:42:13,608 - INFO - [Train] step: 36999, loss_disc_G: 12.106852, loss_cls_G: 0.149259, lr_G: 0.000800
|
| 787 |
+
2023-07-20 19:43:17,842 - INFO - [Eval] step: 36999, fid: 20.159481
|
| 788 |
+
2023-07-20 19:44:15,401 - INFO - [Train] step: 37099, loss_disc_D: 0.011628, loss_cls_D: 0.000062, lr_D: 0.000800
|
| 789 |
+
2023-07-20 19:44:15,487 - INFO - [Train] step: 37099, loss_disc_G: 9.978149, loss_cls_G: 0.113719, lr_G: 0.000800
|
| 790 |
+
2023-07-20 19:45:13,112 - INFO - [Train] step: 37199, loss_disc_D: 0.000840, loss_cls_D: 0.000058, lr_D: 0.000800
|
| 791 |
+
2023-07-20 19:45:13,197 - INFO - [Train] step: 37199, loss_disc_G: 12.664396, loss_cls_G: 0.122704, lr_G: 0.000800
|
| 792 |
+
2023-07-20 19:46:10,825 - INFO - [Train] step: 37299, loss_disc_D: 0.005012, loss_cls_D: 0.000044, lr_D: 0.000800
|
| 793 |
+
2023-07-20 19:46:10,911 - INFO - [Train] step: 37299, loss_disc_G: 11.140930, loss_cls_G: 0.045095, lr_G: 0.000800
|
| 794 |
+
2023-07-20 19:47:08,536 - INFO - [Train] step: 37399, loss_disc_D: 0.013637, loss_cls_D: 0.000120, lr_D: 0.000800
|
| 795 |
+
2023-07-20 19:47:08,622 - INFO - [Train] step: 37399, loss_disc_G: 8.283362, loss_cls_G: 0.111513, lr_G: 0.000800
|
| 796 |
+
2023-07-20 19:48:06,234 - INFO - [Train] step: 37499, loss_disc_D: 0.006939, loss_cls_D: 0.000077, lr_D: 0.000800
|
| 797 |
+
2023-07-20 19:48:06,320 - INFO - [Train] step: 37499, loss_disc_G: 9.639467, loss_cls_G: 0.137130, lr_G: 0.000800
|
| 798 |
+
2023-07-20 19:49:04,120 - INFO - [Train] step: 37599, loss_disc_D: 0.000618, loss_cls_D: 0.000012, lr_D: 0.000800
|
| 799 |
+
2023-07-20 19:49:04,205 - INFO - [Train] step: 37599, loss_disc_G: 16.638336, loss_cls_G: 0.173031, lr_G: 0.000800
|
| 800 |
+
2023-07-20 19:50:01,836 - INFO - [Train] step: 37699, loss_disc_D: 0.003969, loss_cls_D: 0.000007, lr_D: 0.000800
|
| 801 |
+
2023-07-20 19:50:01,922 - INFO - [Train] step: 37699, loss_disc_G: 9.230890, loss_cls_G: 0.347259, lr_G: 0.000800
|
| 802 |
+
2023-07-20 19:50:59,533 - INFO - [Train] step: 37799, loss_disc_D: 0.007798, loss_cls_D: 0.026842, lr_D: 0.000800
|
| 803 |
+
2023-07-20 19:50:59,619 - INFO - [Train] step: 37799, loss_disc_G: 9.489041, loss_cls_G: 0.194715, lr_G: 0.000800
|
| 804 |
+
2023-07-20 19:51:57,229 - INFO - [Train] step: 37899, loss_disc_D: 0.003666, loss_cls_D: 0.000075, lr_D: 0.000800
|
| 805 |
+
2023-07-20 19:51:57,315 - INFO - [Train] step: 37899, loss_disc_G: 9.807310, loss_cls_G: 0.236368, lr_G: 0.000800
|
| 806 |
+
2023-07-20 19:52:54,943 - INFO - [Train] step: 37999, loss_disc_D: 0.000605, loss_cls_D: 0.000005, lr_D: 0.000800
|
| 807 |
+
2023-07-20 19:52:55,029 - INFO - [Train] step: 37999, loss_disc_G: 12.926779, loss_cls_G: 0.104883, lr_G: 0.000800
|
| 808 |
+
2023-07-20 19:53:59,197 - INFO - [Eval] step: 37999, fid: 20.513107
|
| 809 |
+
2023-07-20 19:54:56,781 - INFO - [Train] step: 38099, loss_disc_D: 0.004672, loss_cls_D: 0.000008, lr_D: 0.000800
|
| 810 |
+
2023-07-20 19:54:56,866 - INFO - [Train] step: 38099, loss_disc_G: 10.671167, loss_cls_G: 0.085925, lr_G: 0.000800
|
| 811 |
+
2023-07-20 19:55:54,639 - INFO - [Train] step: 38199, loss_disc_D: 0.004962, loss_cls_D: 0.005113, lr_D: 0.000800
|
| 812 |
+
2023-07-20 19:55:54,725 - INFO - [Train] step: 38199, loss_disc_G: 10.840347, loss_cls_G: 0.187331, lr_G: 0.000800
|
| 813 |
+
2023-07-20 19:56:52,336 - INFO - [Train] step: 38299, loss_disc_D: 0.011944, loss_cls_D: 0.000028, lr_D: 0.000800
|
| 814 |
+
2023-07-20 19:56:52,422 - INFO - [Train] step: 38299, loss_disc_G: 9.359766, loss_cls_G: 0.075157, lr_G: 0.000800
|
| 815 |
+
2023-07-20 19:57:50,041 - INFO - [Train] step: 38399, loss_disc_D: 0.001382, loss_cls_D: 0.000062, lr_D: 0.000800
|
| 816 |
+
2023-07-20 19:57:50,127 - INFO - [Train] step: 38399, loss_disc_G: 10.450945, loss_cls_G: 0.210883, lr_G: 0.000800
|
| 817 |
+
2023-07-20 19:58:47,739 - INFO - [Train] step: 38499, loss_disc_D: 0.007449, loss_cls_D: 0.000195, lr_D: 0.000800
|
| 818 |
+
2023-07-20 19:58:47,825 - INFO - [Train] step: 38499, loss_disc_G: 9.386362, loss_cls_G: 0.156787, lr_G: 0.000800
|
| 819 |
+
2023-07-20 19:59:45,420 - INFO - [Train] step: 38599, loss_disc_D: 0.002849, loss_cls_D: 0.000023, lr_D: 0.000800
|
| 820 |
+
2023-07-20 19:59:45,506 - INFO - [Train] step: 38599, loss_disc_G: 12.688522, loss_cls_G: 0.190876, lr_G: 0.000800
|
| 821 |
+
2023-07-20 20:00:43,128 - INFO - [Train] step: 38699, loss_disc_D: 0.003960, loss_cls_D: 0.000008, lr_D: 0.000800
|
| 822 |
+
2023-07-20 20:00:43,213 - INFO - [Train] step: 38699, loss_disc_G: 11.637020, loss_cls_G: 0.119096, lr_G: 0.000800
|
| 823 |
+
2023-07-20 20:01:40,844 - INFO - [Train] step: 38799, loss_disc_D: 0.000713, loss_cls_D: 0.001431, lr_D: 0.000800
|
| 824 |
+
2023-07-20 20:01:40,929 - INFO - [Train] step: 38799, loss_disc_G: 11.131569, loss_cls_G: 0.264071, lr_G: 0.000800
|
| 825 |
+
2023-07-20 20:02:38,667 - INFO - [Train] step: 38899, loss_disc_D: 0.008012, loss_cls_D: 0.000267, lr_D: 0.000800
|
| 826 |
+
2023-07-20 20:02:38,752 - INFO - [Train] step: 38899, loss_disc_G: 9.162655, loss_cls_G: 0.124707, lr_G: 0.000800
|
| 827 |
+
2023-07-20 20:03:36,369 - INFO - [Train] step: 38999, loss_disc_D: 0.004558, loss_cls_D: 0.000009, lr_D: 0.000800
|
| 828 |
+
2023-07-20 20:03:36,454 - INFO - [Train] step: 38999, loss_disc_G: 11.014109, loss_cls_G: 0.255179, lr_G: 0.000800
|
| 829 |
+
2023-07-20 20:04:40,669 - INFO - [Eval] step: 38999, fid: 22.611700
|
| 830 |
+
2023-07-20 20:05:38,242 - INFO - [Train] step: 39099, loss_disc_D: 0.096986, loss_cls_D: 0.002565, lr_D: 0.000800
|
| 831 |
+
2023-07-20 20:05:38,328 - INFO - [Train] step: 39099, loss_disc_G: 7.090011, loss_cls_G: 0.215899, lr_G: 0.000800
|
| 832 |
+
2023-07-20 20:06:35,940 - INFO - [Train] step: 39199, loss_disc_D: 0.006861, loss_cls_D: 0.000016, lr_D: 0.000800
|
| 833 |
+
2023-07-20 20:06:36,026 - INFO - [Train] step: 39199, loss_disc_G: 9.470583, loss_cls_G: 0.120373, lr_G: 0.000800
|
| 834 |
+
2023-07-20 20:07:33,632 - INFO - [Train] step: 39299, loss_disc_D: 0.022503, loss_cls_D: 0.020614, lr_D: 0.000800
|
| 835 |
+
2023-07-20 20:07:33,718 - INFO - [Train] step: 39299, loss_disc_G: 8.417877, loss_cls_G: 0.101943, lr_G: 0.000800
|
| 836 |
+
2023-07-20 20:08:31,329 - INFO - [Train] step: 39399, loss_disc_D: 0.008244, loss_cls_D: 0.000037, lr_D: 0.000800
|
| 837 |
+
2023-07-20 20:08:31,414 - INFO - [Train] step: 39399, loss_disc_G: 8.783012, loss_cls_G: 0.260029, lr_G: 0.000800
|
| 838 |
+
2023-07-20 20:09:29,193 - INFO - [Train] step: 39499, loss_disc_D: 0.006875, loss_cls_D: 0.000018, lr_D: 0.000800
|
| 839 |
+
2023-07-20 20:09:29,279 - INFO - [Train] step: 39499, loss_disc_G: 9.166111, loss_cls_G: 0.076301, lr_G: 0.000800
|
| 840 |
+
2023-07-20 20:10:26,914 - INFO - [Train] step: 39599, loss_disc_D: 0.002669, loss_cls_D: 0.000004, lr_D: 0.000800
|
| 841 |
+
2023-07-20 20:10:27,000 - INFO - [Train] step: 39599, loss_disc_G: 10.454756, loss_cls_G: 0.114715, lr_G: 0.000800
|
| 842 |
+
2023-07-20 20:11:24,622 - INFO - [Train] step: 39699, loss_disc_D: 0.004882, loss_cls_D: 0.000199, lr_D: 0.000800
|
| 843 |
+
2023-07-20 20:11:24,707 - INFO - [Train] step: 39699, loss_disc_G: 9.517235, loss_cls_G: 0.274158, lr_G: 0.000800
|
| 844 |
+
2023-07-20 20:12:22,327 - INFO - [Train] step: 39799, loss_disc_D: 0.003562, loss_cls_D: 0.000054, lr_D: 0.000800
|
| 845 |
+
2023-07-20 20:12:22,413 - INFO - [Train] step: 39799, loss_disc_G: 9.227159, loss_cls_G: 0.276264, lr_G: 0.000800
|
| 846 |
+
2023-07-20 20:13:20,047 - INFO - [Train] step: 39899, loss_disc_D: 0.000432, loss_cls_D: 0.000010, lr_D: 0.000800
|
| 847 |
+
2023-07-20 20:13:20,133 - INFO - [Train] step: 39899, loss_disc_G: 11.527392, loss_cls_G: 0.098358, lr_G: 0.000800
|
| 848 |
+
2023-07-20 20:14:17,744 - INFO - [Train] step: 39999, loss_disc_D: 0.000470, loss_cls_D: 0.000012, lr_D: 0.000800
|
| 849 |
+
2023-07-20 20:14:17,830 - INFO - [Train] step: 39999, loss_disc_G: 12.513288, loss_cls_G: 0.152659, lr_G: 0.000800
|
| 850 |
+
2023-07-20 20:15:21,982 - INFO - [Eval] step: 39999, fid: 20.029750
|
| 851 |
+
2023-07-20 20:15:22,161 - INFO - Best FID score: 19.9062043990877
|
| 852 |
+
2023-07-20 20:15:22,161 - INFO - End of training
|
acgan_cifar10/samples.zip
ADDED
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version https://git-lfs.github.com/spec/v1
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size 5556958
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acgan_cifar10/tensorboard/events.out.tfevents.1689858465.jason-system.29081.0
ADDED
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version https://git-lfs.github.com/spec/v1
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size 12942908
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