DTLN (models)
Browse files- models/DTLNPytorch/DTLN_0531_si-snr_lr=0.002/2023-06-01 14_28_35.toml +39 -0
- models/DTLNPytorch/DTLN_0531_si-snr_lr=0.002/checkpoints/model_0200.pth +3 -0
- models/DTLNPytorch/DTLN_0531_si-snr_lr=0.002/logs/train_log.txt +1000 -0
- models/DTLNPytorch/DTLN_0602_finetune_lr0.00005_onlynewdata/2023-06-02 17_56_39.toml +44 -0
- models/DTLNPytorch/DTLN_0602_finetune_lr0.00005_onlynewdata/checkpoints/model_0042.pth +3 -0
- models/DTLNPytorch/DTLN_0602_finetune_lr0.00005_onlynewdata/logs/train_log.txt +84 -0
- models/DTLNPytorch/DTLN_0603_npu_nonorm/2023-06-03 14_03_27.toml +40 -0
- models/DTLNPytorch/DTLN_0603_npu_nonorm/checkpoints/model_0200.pth +3 -0
- models/DTLNPytorch/DTLN_0603_npu_nonorm/logs/train_log.txt +1000 -0
models/DTLNPytorch/DTLN_0531_si-snr_lr=0.002/2023-06-01 14_28_35.toml
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| 1 |
+
[meta]
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| 2 |
+
seed = 42
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| 3 |
+
use_amp = false
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| 4 |
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num_workers = 8
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| 5 |
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pin_memory = true
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| 6 |
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num_epochs = 200
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| 7 |
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batch_size = 128
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| 8 |
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samplerate = 32000
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| 9 |
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clean_data_dirname = "/home/lizhinan/project/dataset/dns_fullband/datasets/clean_32k"
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| 10 |
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noisy_data_dirname = "/home/lizhinan/project/dataset/dns_fullband/datasets/noisy_32k"
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save_model_dir = "/home/lizhinan/project/lightse/DTLNPytorch/models"
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experiment_name = "DTLN_0531_si-snr_lr=0.002"
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| 13 |
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preload_model_path = ""
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| 15 |
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[audio]
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| 16 |
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samplerate = 32000
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duration = 10
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[model]
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path = "modules.dtlnModel_ns.Pytorch_DTLN_stateful"
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[loss]
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| 23 |
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method = "dtln-snr"
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| 24 |
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[optimizer]
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lr = 0.002
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[trainer]
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path = "modules.trainer.Trainer"
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| 30 |
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[model.args]
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| 32 |
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frameLength = 1024
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| 33 |
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hopLength = 256
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| 34 |
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hidden_size = 128
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| 35 |
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encoder_size = 256
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| 36 |
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| 37 |
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[trainer.args]
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| 38 |
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clip_grad_norm_ornot = true
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| 39 |
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clip_grad_norm_value = 3
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models/DTLNPytorch/DTLN_0531_si-snr_lr=0.002/checkpoints/model_0200.pth
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version https://git-lfs.github.com/spec/v1
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oid sha256:50f7e072ee7c20d7a367d62e8ba6c8626b0740c8a21913c8c6721119243c36ca
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+
size 5665643
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models/DTLNPytorch/DTLN_0531_si-snr_lr=0.002/logs/train_log.txt
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| 1 |
+
[2023-06-01 14:29:10.030991]Train epoch [1 / 200],batch: [100 / 563],loss: -8.61392,lr: 0.00200
|
| 2 |
+
[2023-06-01 14:29:41.669547]Train epoch [1 / 200],batch: [200 / 563],loss: -10.57614,lr: 0.00200
|
| 3 |
+
[2023-06-01 14:30:13.434678]Train epoch [1 / 200],batch: [300 / 563],loss: -11.54121,lr: 0.00200
|
| 4 |
+
[2023-06-01 14:30:45.295380]Train epoch [1 / 200],batch: [400 / 563],loss: -12.10428,lr: 0.00200
|
| 5 |
+
[2023-06-01 14:31:17.182610]Train epoch [1 / 200],batch: [500 / 563],loss: -12.51506,lr: 0.00200
|
| 6 |
+
[2023-06-01 14:32:09.744920]Train epoch [2 / 200],batch: [100 / 563],loss: -14.50794,lr: 0.00200
|
| 7 |
+
[2023-06-01 14:32:41.656849]Train epoch [2 / 200],batch: [200 / 563],loss: -14.59514,lr: 0.00200
|
| 8 |
+
[2023-06-01 14:33:13.633456]Train epoch [2 / 200],batch: [300 / 563],loss: -14.66457,lr: 0.00200
|
| 9 |
+
[2023-06-01 14:33:45.561106]Train epoch [2 / 200],batch: [400 / 563],loss: -14.71998,lr: 0.00200
|
| 10 |
+
[2023-06-01 14:34:17.520027]Train epoch [2 / 200],batch: [500 / 563],loss: -14.78158,lr: 0.00200
|
| 11 |
+
[2023-06-01 14:35:10.330960]Train epoch [3 / 200],batch: [100 / 563],loss: -15.15504,lr: 0.00200
|
| 12 |
+
[2023-06-01 14:35:42.298466]Train epoch [3 / 200],batch: [200 / 563],loss: -15.24570,lr: 0.00200
|
| 13 |
+
[2023-06-01 14:36:14.286715]Train epoch [3 / 200],batch: [300 / 563],loss: -15.25041,lr: 0.00200
|
| 14 |
+
[2023-06-01 14:36:46.276975]Train epoch [3 / 200],batch: [400 / 563],loss: -15.28997,lr: 0.00200
|
| 15 |
+
[2023-06-01 14:37:18.266552]Train epoch [3 / 200],batch: [500 / 563],loss: -15.30472,lr: 0.00200
|
| 16 |
+
[2023-06-01 14:38:11.489273]Train epoch [4 / 200],batch: [100 / 563],loss: -15.51301,lr: 0.00200
|
| 17 |
+
[2023-06-01 14:38:43.478475]Train epoch [4 / 200],batch: [200 / 563],loss: -15.55909,lr: 0.00200
|
| 18 |
+
[2023-06-01 14:39:15.467865]Train epoch [4 / 200],batch: [300 / 563],loss: -15.58027,lr: 0.00200
|
| 19 |
+
[2023-06-01 14:39:47.453908]Train epoch [4 / 200],batch: [400 / 563],loss: -15.60443,lr: 0.00200
|
| 20 |
+
[2023-06-01 14:40:19.427329]Train epoch [4 / 200],batch: [500 / 563],loss: -15.64248,lr: 0.00200
|
| 21 |
+
[2023-06-01 14:41:12.189536]Train epoch [5 / 200],batch: [100 / 563],loss: -15.76580,lr: 0.00200
|
| 22 |
+
[2023-06-01 14:41:44.158196]Train epoch [5 / 200],batch: [200 / 563],loss: -15.76604,lr: 0.00200
|
| 23 |
+
[2023-06-01 14:42:16.133926]Train epoch [5 / 200],batch: [300 / 563],loss: -15.78919,lr: 0.00200
|
| 24 |
+
[2023-06-01 14:42:48.124556]Train epoch [5 / 200],batch: [400 / 563],loss: -15.84059,lr: 0.00200
|
| 25 |
+
[2023-06-01 14:43:20.113955]Train epoch [5 / 200],batch: [500 / 563],loss: -15.85556,lr: 0.00200
|
| 26 |
+
[2023-06-01 14:44:13.049799]Train epoch [6 / 200],batch: [100 / 563],loss: -15.98674,lr: 0.00194
|
| 27 |
+
[2023-06-01 14:44:45.012415]Train epoch [6 / 200],batch: [200 / 563],loss: -15.96528,lr: 0.00194
|
| 28 |
+
[2023-06-01 14:45:16.968444]Train epoch [6 / 200],batch: [300 / 563],loss: -15.97951,lr: 0.00194
|
| 29 |
+
[2023-06-01 14:45:48.954273]Train epoch [6 / 200],batch: [400 / 563],loss: -16.02451,lr: 0.00194
|
| 30 |
+
[2023-06-01 14:46:20.927678]Train epoch [6 / 200],batch: [500 / 563],loss: -16.03013,lr: 0.00194
|
| 31 |
+
[2023-06-01 14:47:13.889456]Train epoch [7 / 200],batch: [100 / 563],loss: -16.12166,lr: 0.00194
|
| 32 |
+
[2023-06-01 14:47:45.878691]Train epoch [7 / 200],batch: [200 / 563],loss: -16.14806,lr: 0.00194
|
| 33 |
+
[2023-06-01 14:48:17.868244]Train epoch [7 / 200],batch: [300 / 563],loss: -16.15393,lr: 0.00194
|
| 34 |
+
[2023-06-01 14:48:49.857636]Train epoch [7 / 200],batch: [400 / 563],loss: -16.15765,lr: 0.00194
|
| 35 |
+
[2023-06-01 14:49:21.846889]Train epoch [7 / 200],batch: [500 / 563],loss: -16.16800,lr: 0.00194
|
| 36 |
+
[2023-06-01 14:50:14.749764]Train epoch [8 / 200],batch: [100 / 563],loss: -16.34872,lr: 0.00194
|
| 37 |
+
[2023-06-01 14:50:46.718350]Train epoch [8 / 200],batch: [200 / 563],loss: -16.31494,lr: 0.00194
|
| 38 |
+
[2023-06-01 14:51:18.708640]Train epoch [8 / 200],batch: [300 / 563],loss: -16.31780,lr: 0.00194
|
| 39 |
+
[2023-06-01 14:51:50.696705]Train epoch [8 / 200],batch: [400 / 563],loss: -16.30086,lr: 0.00194
|
| 40 |
+
[2023-06-01 14:52:22.666909]Train epoch [8 / 200],batch: [500 / 563],loss: -16.30193,lr: 0.00194
|
| 41 |
+
[2023-06-01 14:53:15.570356]Train epoch [9 / 200],batch: [100 / 563],loss: -16.44197,lr: 0.00194
|
| 42 |
+
[2023-06-01 14:53:47.558589]Train epoch [9 / 200],batch: [200 / 563],loss: -16.40943,lr: 0.00194
|
| 43 |
+
[2023-06-01 14:54:19.548577]Train epoch [9 / 200],batch: [300 / 563],loss: -16.37336,lr: 0.00194
|
| 44 |
+
[2023-06-01 14:54:51.520567]Train epoch [9 / 200],batch: [400 / 563],loss: -16.36363,lr: 0.00194
|
| 45 |
+
[2023-06-01 14:55:23.506779]Train epoch [9 / 200],batch: [500 / 563],loss: -16.36467,lr: 0.00194
|
| 46 |
+
[2023-06-01 14:56:16.749616]Train epoch [10 / 200],batch: [100 / 563],loss: -16.41847,lr: 0.00194
|
| 47 |
+
[2023-06-01 14:56:48.737327]Train epoch [10 / 200],batch: [200 / 563],loss: -16.40708,lr: 0.00194
|
| 48 |
+
[2023-06-01 14:57:20.709600]Train epoch [10 / 200],batch: [300 / 563],loss: -16.40487,lr: 0.00194
|
| 49 |
+
[2023-06-01 14:57:52.701092]Train epoch [10 / 200],batch: [400 / 563],loss: -16.43188,lr: 0.00194
|
| 50 |
+
[2023-06-01 14:58:24.690907]Train epoch [10 / 200],batch: [500 / 563],loss: -16.42471,lr: 0.00194
|
| 51 |
+
[2023-06-01 14:59:17.928000]Train epoch [11 / 200],batch: [100 / 563],loss: -16.50010,lr: 0.00188
|
| 52 |
+
[2023-06-01 14:59:49.903260]Train epoch [11 / 200],batch: [200 / 563],loss: -16.50962,lr: 0.00188
|
| 53 |
+
[2023-06-01 15:00:21.893505]Train epoch [11 / 200],batch: [300 / 563],loss: -16.49698,lr: 0.00188
|
| 54 |
+
[2023-06-01 15:00:53.882878]Train epoch [11 / 200],batch: [400 / 563],loss: -16.53092,lr: 0.00188
|
| 55 |
+
[2023-06-01 15:01:25.869556]Train epoch [11 / 200],batch: [500 / 563],loss: -16.53071,lr: 0.00188
|
| 56 |
+
[2023-06-01 15:02:19.174121]Train epoch [12 / 200],batch: [100 / 563],loss: -16.55169,lr: 0.00188
|
| 57 |
+
[2023-06-01 15:02:51.163045]Train epoch [12 / 200],batch: [200 / 563],loss: -16.53574,lr: 0.00188
|
| 58 |
+
[2023-06-01 15:03:23.150875]Train epoch [12 / 200],batch: [300 / 563],loss: -16.56782,lr: 0.00188
|
| 59 |
+
[2023-06-01 15:03:55.142393]Train epoch [12 / 200],batch: [400 / 563],loss: -16.57344,lr: 0.00188
|
| 60 |
+
[2023-06-01 15:04:27.131909]Train epoch [12 / 200],batch: [500 / 563],loss: -16.59052,lr: 0.00188
|
| 61 |
+
[2023-06-01 15:05:20.033759]Train epoch [13 / 200],batch: [100 / 563],loss: -16.57225,lr: 0.00188
|
| 62 |
+
[2023-06-01 15:05:52.022032]Train epoch [13 / 200],batch: [200 / 563],loss: -16.64070,lr: 0.00188
|
| 63 |
+
[2023-06-01 15:06:24.012024]Train epoch [13 / 200],batch: [300 / 563],loss: -16.67149,lr: 0.00188
|
| 64 |
+
[2023-06-01 15:06:56.001775]Train epoch [13 / 200],batch: [400 / 563],loss: -16.67857,lr: 0.00188
|
| 65 |
+
[2023-06-01 15:07:27.992436]Train epoch [13 / 200],batch: [500 / 563],loss: -16.66516,lr: 0.00188
|
| 66 |
+
[2023-06-01 15:08:20.915565]Train epoch [14 / 200],batch: [100 / 563],loss: -16.70892,lr: 0.00188
|
| 67 |
+
[2023-06-01 15:08:52.904676]Train epoch [14 / 200],batch: [200 / 563],loss: -16.71443,lr: 0.00188
|
| 68 |
+
[2023-06-01 15:09:24.895223]Train epoch [14 / 200],batch: [300 / 563],loss: -16.69939,lr: 0.00188
|
| 69 |
+
[2023-06-01 15:09:56.883238]Train epoch [14 / 200],batch: [400 / 563],loss: -16.71403,lr: 0.00188
|
| 70 |
+
[2023-06-01 15:10:28.873171]Train epoch [14 / 200],batch: [500 / 563],loss: -16.69845,lr: 0.00188
|
| 71 |
+
[2023-06-01 15:11:21.771519]Train epoch [15 / 200],batch: [100 / 563],loss: -16.74450,lr: 0.00188
|
| 72 |
+
[2023-06-01 15:11:53.758672]Train epoch [15 / 200],batch: [200 / 563],loss: -16.76797,lr: 0.00188
|
| 73 |
+
[2023-06-01 15:12:25.754209]Train epoch [15 / 200],batch: [300 / 563],loss: -16.75159,lr: 0.00188
|
| 74 |
+
[2023-06-01 15:12:57.743478]Train epoch [15 / 200],batch: [400 / 563],loss: -16.75081,lr: 0.00188
|
| 75 |
+
[2023-06-01 15:13:29.733230]Train epoch [15 / 200],batch: [500 / 563],loss: -16.74298,lr: 0.00188
|
| 76 |
+
[2023-06-01 15:14:23.070333]Train epoch [16 / 200],batch: [100 / 563],loss: -16.84661,lr: 0.00183
|
| 77 |
+
[2023-06-01 15:14:55.065538]Train epoch [16 / 200],batch: [200 / 563],loss: -16.78701,lr: 0.00183
|
| 78 |
+
[2023-06-01 15:15:27.053704]Train epoch [16 / 200],batch: [300 / 563],loss: -16.78887,lr: 0.00183
|
| 79 |
+
[2023-06-01 15:15:59.043392]Train epoch [16 / 200],batch: [400 / 563],loss: -16.79556,lr: 0.00183
|
| 80 |
+
[2023-06-01 15:16:31.052466]Train epoch [16 / 200],batch: [500 / 563],loss: -16.78301,lr: 0.00183
|
| 81 |
+
[2023-06-01 15:17:23.835795]Train epoch [17 / 200],batch: [100 / 563],loss: -16.80280,lr: 0.00183
|
| 82 |
+
[2023-06-01 15:17:55.824013]Train epoch [17 / 200],batch: [200 / 563],loss: -16.81027,lr: 0.00183
|
| 83 |
+
[2023-06-01 15:18:27.814418]Train epoch [17 / 200],batch: [300 / 563],loss: -16.80343,lr: 0.00183
|
| 84 |
+
[2023-06-01 15:18:59.802352]Train epoch [17 / 200],batch: [400 / 563],loss: -16.80642,lr: 0.00183
|
| 85 |
+
[2023-06-01 15:19:31.793701]Train epoch [17 / 200],batch: [500 / 563],loss: -16.82842,lr: 0.00183
|
| 86 |
+
[2023-06-01 15:20:25.015452]Train epoch [18 / 200],batch: [100 / 563],loss: -16.92918,lr: 0.00183
|
| 87 |
+
[2023-06-01 15:20:57.003838]Train epoch [18 / 200],batch: [200 / 563],loss: -16.87455,lr: 0.00183
|
| 88 |
+
[2023-06-01 15:21:28.994033]Train epoch [18 / 200],batch: [300 / 563],loss: -16.86818,lr: 0.00183
|
| 89 |
+
[2023-06-01 15:22:00.984363]Train epoch [18 / 200],batch: [400 / 563],loss: -16.86521,lr: 0.00183
|
| 90 |
+
[2023-06-01 15:22:32.973241]Train epoch [18 / 200],batch: [500 / 563],loss: -16.85484,lr: 0.00183
|
| 91 |
+
[2023-06-01 15:23:25.835953]Train epoch [19 / 200],batch: [100 / 563],loss: -16.86619,lr: 0.00183
|
| 92 |
+
[2023-06-01 15:23:57.824903]Train epoch [19 / 200],batch: [200 / 563],loss: -16.94262,lr: 0.00183
|
| 93 |
+
[2023-06-01 15:24:29.814801]Train epoch [19 / 200],batch: [300 / 563],loss: -16.90604,lr: 0.00183
|
| 94 |
+
[2023-06-01 15:25:01.804225]Train epoch [19 / 200],batch: [400 / 563],loss: -16.88064,lr: 0.00183
|
| 95 |
+
[2023-06-01 15:25:33.793488]Train epoch [19 / 200],batch: [500 / 563],loss: -16.89017,lr: 0.00183
|
| 96 |
+
[2023-06-01 15:26:26.554196]Train epoch [20 / 200],batch: [100 / 563],loss: -16.93866,lr: 0.00183
|
| 97 |
+
[2023-06-01 15:26:58.543526]Train epoch [20 / 200],batch: [200 / 563],loss: -16.94172,lr: 0.00183
|
| 98 |
+
[2023-06-01 15:27:30.535225]Train epoch [20 / 200],batch: [300 / 563],loss: -16.92732,lr: 0.00183
|
| 99 |
+
[2023-06-01 15:28:02.524956]Train epoch [20 / 200],batch: [400 / 563],loss: -16.94408,lr: 0.00183
|
| 100 |
+
[2023-06-01 15:28:34.514952]Train epoch [20 / 200],batch: [500 / 563],loss: -16.94361,lr: 0.00183
|
| 101 |
+
[2023-06-01 15:29:27.395014]Train epoch [21 / 200],batch: [100 / 563],loss: -16.95730,lr: 0.00177
|
| 102 |
+
[2023-06-01 15:29:59.384493]Train epoch [21 / 200],batch: [200 / 563],loss: -16.99290,lr: 0.00177
|
| 103 |
+
[2023-06-01 15:30:31.373289]Train epoch [21 / 200],batch: [300 / 563],loss: -16.97946,lr: 0.00177
|
| 104 |
+
[2023-06-01 15:31:03.363027]Train epoch [21 / 200],batch: [400 / 563],loss: -16.96609,lr: 0.00177
|
| 105 |
+
[2023-06-01 15:31:35.353024]Train epoch [21 / 200],batch: [500 / 563],loss: -16.96577,lr: 0.00177
|
| 106 |
+
[2023-06-01 15:32:28.215490]Train epoch [22 / 200],batch: [100 / 563],loss: -17.01342,lr: 0.00177
|
| 107 |
+
[2023-06-01 15:33:00.203780]Train epoch [22 / 200],batch: [200 / 563],loss: -16.98460,lr: 0.00177
|
| 108 |
+
[2023-06-01 15:33:32.192786]Train epoch [22 / 200],batch: [300 / 563],loss: -16.97819,lr: 0.00177
|
| 109 |
+
[2023-06-01 15:34:04.186128]Train epoch [22 / 200],batch: [400 / 563],loss: -16.98325,lr: 0.00177
|
| 110 |
+
[2023-06-01 15:34:36.172584]Train epoch [22 / 200],batch: [500 / 563],loss: -16.99150,lr: 0.00177
|
| 111 |
+
[2023-06-01 15:35:29.448274]Train epoch [23 / 200],batch: [100 / 563],loss: -17.11087,lr: 0.00177
|
| 112 |
+
[2023-06-01 15:36:01.438662]Train epoch [23 / 200],batch: [200 / 563],loss: -17.05415,lr: 0.00177
|
| 113 |
+
[2023-06-01 15:36:33.427685]Train epoch [23 / 200],batch: [300 / 563],loss: -17.03031,lr: 0.00177
|
| 114 |
+
[2023-06-01 15:37:05.401783]Train epoch [23 / 200],batch: [400 / 563],loss: -17.01512,lr: 0.00177
|
| 115 |
+
[2023-06-01 15:37:37.391445]Train epoch [23 / 200],batch: [500 / 563],loss: -17.00188,lr: 0.00177
|
| 116 |
+
[2023-06-01 15:38:30.171912]Train epoch [24 / 200],batch: [100 / 563],loss: -16.95361,lr: 0.00177
|
| 117 |
+
[2023-06-01 15:39:02.164356]Train epoch [24 / 200],batch: [200 / 563],loss: -16.98848,lr: 0.00177
|
| 118 |
+
[2023-06-01 15:39:34.152257]Train epoch [24 / 200],batch: [300 / 563],loss: -17.01026,lr: 0.00177
|
| 119 |
+
[2023-06-01 15:40:06.141555]Train epoch [24 / 200],batch: [400 / 563],loss: -17.04959,lr: 0.00177
|
| 120 |
+
[2023-06-01 15:40:38.130155]Train epoch [24 / 200],batch: [500 / 563],loss: -17.05031,lr: 0.00177
|
| 121 |
+
[2023-06-01 15:41:30.914138]Train epoch [25 / 200],batch: [100 / 563],loss: -17.04033,lr: 0.00177
|
| 122 |
+
[2023-06-01 15:42:02.903819]Train epoch [25 / 200],batch: [200 / 563],loss: -17.03932,lr: 0.00177
|
| 123 |
+
[2023-06-01 15:42:34.890886]Train epoch [25 / 200],batch: [300 / 563],loss: -17.06856,lr: 0.00177
|
| 124 |
+
[2023-06-01 15:43:06.881189]Train epoch [25 / 200],batch: [400 / 563],loss: -17.06895,lr: 0.00177
|
| 125 |
+
[2023-06-01 15:43:38.868992]Train epoch [25 / 200],batch: [500 / 563],loss: -17.07100,lr: 0.00177
|
| 126 |
+
[2023-06-01 15:44:31.672685]Train epoch [26 / 200],batch: [100 / 563],loss: -17.07368,lr: 0.00172
|
| 127 |
+
[2023-06-01 15:45:03.661320]Train epoch [26 / 200],batch: [200 / 563],loss: -17.08515,lr: 0.00172
|
| 128 |
+
[2023-06-01 15:45:35.650695]Train epoch [26 / 200],batch: [300 / 563],loss: -17.08901,lr: 0.00172
|
| 129 |
+
[2023-06-01 15:46:07.640199]Train epoch [26 / 200],batch: [400 / 563],loss: -17.08319,lr: 0.00172
|
| 130 |
+
[2023-06-01 15:46:39.630087]Train epoch [26 / 200],batch: [500 / 563],loss: -17.08376,lr: 0.00172
|
| 131 |
+
[2023-06-01 15:47:32.829658]Train epoch [27 / 200],batch: [100 / 563],loss: -17.06042,lr: 0.00172
|
| 132 |
+
[2023-06-01 15:48:04.818633]Train epoch [27 / 200],batch: [200 / 563],loss: -17.12114,lr: 0.00172
|
| 133 |
+
[2023-06-01 15:48:36.807432]Train epoch [27 / 200],batch: [300 / 563],loss: -17.11705,lr: 0.00172
|
| 134 |
+
[2023-06-01 15:49:08.797650]Train epoch [27 / 200],batch: [400 / 563],loss: -17.12960,lr: 0.00172
|
| 135 |
+
[2023-06-01 15:49:40.788972]Train epoch [27 / 200],batch: [500 / 563],loss: -17.10949,lr: 0.00172
|
| 136 |
+
[2023-06-01 15:50:33.925900]Train epoch [28 / 200],batch: [100 / 563],loss: -17.15813,lr: 0.00172
|
| 137 |
+
[2023-06-01 15:51:05.915599]Train epoch [28 / 200],batch: [200 / 563],loss: -17.16421,lr: 0.00172
|
| 138 |
+
[2023-06-01 15:51:37.904855]Train epoch [28 / 200],batch: [300 / 563],loss: -17.14212,lr: 0.00172
|
| 139 |
+
[2023-06-01 15:52:09.894326]Train epoch [28 / 200],batch: [400 / 563],loss: -17.14875,lr: 0.00172
|
| 140 |
+
[2023-06-01 15:52:41.885424]Train epoch [28 / 200],batch: [500 / 563],loss: -17.12983,lr: 0.00172
|
| 141 |
+
[2023-06-01 15:53:34.786399]Train epoch [29 / 200],batch: [100 / 563],loss: -17.25356,lr: 0.00172
|
| 142 |
+
[2023-06-01 15:54:06.778845]Train epoch [29 / 200],batch: [200 / 563],loss: -17.16713,lr: 0.00172
|
| 143 |
+
[2023-06-01 15:54:38.767398]Train epoch [29 / 200],batch: [300 / 563],loss: -17.17184,lr: 0.00172
|
| 144 |
+
[2023-06-01 15:55:10.756930]Train epoch [29 / 200],batch: [400 / 563],loss: -17.17494,lr: 0.00172
|
| 145 |
+
[2023-06-01 15:55:42.747413]Train epoch [29 / 200],batch: [500 / 563],loss: -17.17035,lr: 0.00172
|
| 146 |
+
[2023-06-01 15:56:35.669337]Train epoch [30 / 200],batch: [100 / 563],loss: -17.22437,lr: 0.00172
|
| 147 |
+
[2023-06-01 15:57:07.659614]Train epoch [30 / 200],batch: [200 / 563],loss: -17.19111,lr: 0.00172
|
| 148 |
+
[2023-06-01 15:57:39.647655]Train epoch [30 / 200],batch: [300 / 563],loss: -17.20506,lr: 0.00172
|
| 149 |
+
[2023-06-01 15:58:11.639272]Train epoch [30 / 200],batch: [400 / 563],loss: -17.19218,lr: 0.00172
|
| 150 |
+
[2023-06-01 15:58:43.626271]Train epoch [30 / 200],batch: [500 / 563],loss: -17.18519,lr: 0.00172
|
| 151 |
+
[2023-06-01 15:59:36.803236]Train epoch [31 / 200],batch: [100 / 563],loss: -17.22947,lr: 0.00167
|
| 152 |
+
[2023-06-01 16:00:08.793605]Train epoch [31 / 200],batch: [200 / 563],loss: -17.23307,lr: 0.00167
|
| 153 |
+
[2023-06-01 16:00:40.782659]Train epoch [31 / 200],batch: [300 / 563],loss: -17.21581,lr: 0.00167
|
| 154 |
+
[2023-06-01 16:01:12.772212]Train epoch [31 / 200],batch: [400 / 563],loss: -17.20041,lr: 0.00167
|
| 155 |
+
[2023-06-01 16:01:44.762442]Train epoch [31 / 200],batch: [500 / 563],loss: -17.20542,lr: 0.00167
|
| 156 |
+
[2023-06-01 16:02:38.044526]Train epoch [32 / 200],batch: [100 / 563],loss: -17.19192,lr: 0.00167
|
| 157 |
+
[2023-06-01 16:03:10.033282]Train epoch [32 / 200],batch: [200 / 563],loss: -17.11990,lr: 0.00167
|
| 158 |
+
[2023-06-01 16:03:42.022818]Train epoch [32 / 200],batch: [300 / 563],loss: -17.17268,lr: 0.00167
|
| 159 |
+
[2023-06-01 16:04:14.016802]Train epoch [32 / 200],batch: [400 / 563],loss: -17.16593,lr: 0.00167
|
| 160 |
+
[2023-06-01 16:04:46.005041]Train epoch [32 / 200],batch: [500 / 563],loss: -17.19846,lr: 0.00167
|
| 161 |
+
[2023-06-01 16:05:39.183098]Train epoch [33 / 200],batch: [100 / 563],loss: -17.26602,lr: 0.00167
|
| 162 |
+
[2023-06-01 16:06:11.172577]Train epoch [33 / 200],batch: [200 / 563],loss: -17.23495,lr: 0.00167
|
| 163 |
+
[2023-06-01 16:06:43.162290]Train epoch [33 / 200],batch: [300 / 563],loss: -17.24398,lr: 0.00167
|
| 164 |
+
[2023-06-01 16:07:15.150324]Train epoch [33 / 200],batch: [400 / 563],loss: -17.24154,lr: 0.00167
|
| 165 |
+
[2023-06-01 16:07:47.140112]Train epoch [33 / 200],batch: [500 / 563],loss: -17.23207,lr: 0.00167
|
| 166 |
+
[2023-06-01 16:08:40.361697]Train epoch [34 / 200],batch: [100 / 563],loss: -17.30855,lr: 0.00167
|
| 167 |
+
[2023-06-01 16:09:12.352051]Train epoch [34 / 200],batch: [200 / 563],loss: -17.29150,lr: 0.00167
|
| 168 |
+
[2023-06-01 16:09:44.341734]Train epoch [34 / 200],batch: [300 / 563],loss: -17.26357,lr: 0.00167
|
| 169 |
+
[2023-06-01 16:10:16.330819]Train epoch [34 / 200],batch: [400 / 563],loss: -17.26252,lr: 0.00167
|
| 170 |
+
[2023-06-01 16:10:48.319937]Train epoch [34 / 200],batch: [500 / 563],loss: -17.25809,lr: 0.00167
|
| 171 |
+
[2023-06-01 16:11:41.241977]Train epoch [35 / 200],batch: [100 / 563],loss: -17.28106,lr: 0.00167
|
| 172 |
+
[2023-06-01 16:12:13.230585]Train epoch [35 / 200],batch: [200 / 563],loss: -17.26730,lr: 0.00167
|
| 173 |
+
[2023-06-01 16:12:45.220882]Train epoch [35 / 200],batch: [300 / 563],loss: -17.27264,lr: 0.00167
|
| 174 |
+
[2023-06-01 16:13:17.211505]Train epoch [35 / 200],batch: [400 / 563],loss: -17.27599,lr: 0.00167
|
| 175 |
+
[2023-06-01 16:13:49.200824]Train epoch [35 / 200],batch: [500 / 563],loss: -17.28629,lr: 0.00167
|
| 176 |
+
[2023-06-01 16:14:42.462995]Train epoch [36 / 200],batch: [100 / 563],loss: -17.40106,lr: 0.00162
|
| 177 |
+
[2023-06-01 16:15:14.453753]Train epoch [36 / 200],batch: [200 / 563],loss: -17.36379,lr: 0.00162
|
| 178 |
+
[2023-06-01 16:15:46.446515]Train epoch [36 / 200],batch: [300 / 563],loss: -17.34246,lr: 0.00162
|
| 179 |
+
[2023-06-01 16:16:18.434852]Train epoch [36 / 200],batch: [400 / 563],loss: -17.31506,lr: 0.00162
|
| 180 |
+
[2023-06-01 16:16:50.424066]Train epoch [36 / 200],batch: [500 / 563],loss: -17.31016,lr: 0.00162
|
| 181 |
+
[2023-06-01 16:17:43.403271]Train epoch [37 / 200],batch: [100 / 563],loss: -17.31668,lr: 0.00162
|
| 182 |
+
[2023-06-01 16:18:15.393222]Train epoch [37 / 200],batch: [200 / 563],loss: -17.36572,lr: 0.00162
|
| 183 |
+
[2023-06-01 16:18:47.382716]Train epoch [37 / 200],batch: [300 / 563],loss: -17.35004,lr: 0.00162
|
| 184 |
+
[2023-06-01 16:19:19.372194]Train epoch [37 / 200],batch: [400 / 563],loss: -17.30534,lr: 0.00162
|
| 185 |
+
[2023-06-01 16:19:51.361710]Train epoch [37 / 200],batch: [500 / 563],loss: -17.29555,lr: 0.00162
|
| 186 |
+
[2023-06-01 16:20:44.185967]Train epoch [38 / 200],batch: [100 / 563],loss: -17.31019,lr: 0.00162
|
| 187 |
+
[2023-06-01 16:21:16.173653]Train epoch [38 / 200],batch: [200 / 563],loss: -17.31033,lr: 0.00162
|
| 188 |
+
[2023-06-01 16:21:48.163098]Train epoch [38 / 200],batch: [300 / 563],loss: -17.30551,lr: 0.00162
|
| 189 |
+
[2023-06-01 16:22:20.152839]Train epoch [38 / 200],batch: [400 / 563],loss: -17.32711,lr: 0.00162
|
| 190 |
+
[2023-06-01 16:22:52.141161]Train epoch [38 / 200],batch: [500 / 563],loss: -17.32637,lr: 0.00162
|
| 191 |
+
[2023-06-01 16:23:45.063642]Train epoch [39 / 200],batch: [100 / 563],loss: -17.27338,lr: 0.00162
|
| 192 |
+
[2023-06-01 16:24:17.054582]Train epoch [39 / 200],batch: [200 / 563],loss: -17.31691,lr: 0.00162
|
| 193 |
+
[2023-06-01 16:24:49.043939]Train epoch [39 / 200],batch: [300 / 563],loss: -17.33596,lr: 0.00162
|
| 194 |
+
[2023-06-01 16:25:21.034508]Train epoch [39 / 200],batch: [400 / 563],loss: -17.32384,lr: 0.00162
|
| 195 |
+
[2023-06-01 16:25:53.023299]Train epoch [39 / 200],batch: [500 / 563],loss: -17.32156,lr: 0.00162
|
| 196 |
+
[2023-06-01 16:26:45.925891]Train epoch [40 / 200],batch: [100 / 563],loss: -17.34920,lr: 0.00162
|
| 197 |
+
[2023-06-01 16:27:17.914014]Train epoch [40 / 200],batch: [200 / 563],loss: -17.33332,lr: 0.00162
|
| 198 |
+
[2023-06-01 16:27:49.903708]Train epoch [40 / 200],batch: [300 / 563],loss: -17.33524,lr: 0.00162
|
| 199 |
+
[2023-06-01 16:28:21.893576]Train epoch [40 / 200],batch: [400 / 563],loss: -17.35427,lr: 0.00162
|
| 200 |
+
[2023-06-01 16:28:53.882351]Train epoch [40 / 200],batch: [500 / 563],loss: -17.34469,lr: 0.00162
|
| 201 |
+
[2023-06-01 16:29:46.804641]Train epoch [41 / 200],batch: [100 / 563],loss: -17.38758,lr: 0.00157
|
| 202 |
+
[2023-06-01 16:30:18.795185]Train epoch [41 / 200],batch: [200 / 563],loss: -17.37450,lr: 0.00157
|
| 203 |
+
[2023-06-01 16:30:50.784108]Train epoch [41 / 200],batch: [300 / 563],loss: -17.38038,lr: 0.00157
|
| 204 |
+
[2023-06-01 16:31:22.773735]Train epoch [41 / 200],batch: [400 / 563],loss: -17.37588,lr: 0.00157
|
| 205 |
+
[2023-06-01 16:31:54.763348]Train epoch [41 / 200],batch: [500 / 563],loss: -17.37760,lr: 0.00157
|
| 206 |
+
[2023-06-01 16:32:47.924945]Train epoch [42 / 200],batch: [100 / 563],loss: -17.41201,lr: 0.00157
|
| 207 |
+
[2023-06-01 16:33:19.913726]Train epoch [42 / 200],batch: [200 / 563],loss: -17.38340,lr: 0.00157
|
| 208 |
+
[2023-06-01 16:33:51.904310]Train epoch [42 / 200],batch: [300 / 563],loss: -17.39848,lr: 0.00157
|
| 209 |
+
[2023-06-01 16:34:23.892158]Train epoch [42 / 200],batch: [400 / 563],loss: -17.39616,lr: 0.00157
|
| 210 |
+
[2023-06-01 16:34:55.883439]Train epoch [42 / 200],batch: [500 / 563],loss: -17.38739,lr: 0.00157
|
| 211 |
+
[2023-06-01 16:35:48.843944]Train epoch [43 / 200],batch: [100 / 563],loss: -17.36233,lr: 0.00157
|
| 212 |
+
[2023-06-01 16:36:20.834179]Train epoch [43 / 200],batch: [200 / 563],loss: -17.34986,lr: 0.00157
|
| 213 |
+
[2023-06-01 16:36:52.823434]Train epoch [43 / 200],batch: [300 / 563],loss: -17.37336,lr: 0.00157
|
| 214 |
+
[2023-06-01 16:37:24.812242]Train epoch [43 / 200],batch: [400 / 563],loss: -17.37497,lr: 0.00157
|
| 215 |
+
[2023-06-01 16:37:56.802346]Train epoch [43 / 200],batch: [500 / 563],loss: -17.39049,lr: 0.00157
|
| 216 |
+
[2023-06-01 16:38:49.724967]Train epoch [44 / 200],batch: [100 / 563],loss: -17.42724,lr: 0.00157
|
| 217 |
+
[2023-06-01 16:39:21.712794]Train epoch [44 / 200],batch: [200 / 563],loss: -17.47653,lr: 0.00157
|
| 218 |
+
[2023-06-01 16:39:53.702179]Train epoch [44 / 200],batch: [300 / 563],loss: -17.45156,lr: 0.00157
|
| 219 |
+
[2023-06-01 16:40:25.691596]Train epoch [44 / 200],batch: [400 / 563],loss: -17.44598,lr: 0.00157
|
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+
[2023-06-01 16:40:57.681705]Train epoch [44 / 200],batch: [500 / 563],loss: -17.42262,lr: 0.00157
|
| 221 |
+
[2023-06-01 16:41:50.905190]Train epoch [45 / 200],batch: [100 / 563],loss: -17.39123,lr: 0.00157
|
| 222 |
+
[2023-06-01 16:42:22.894637]Train epoch [45 / 200],batch: [200 / 563],loss: -17.45172,lr: 0.00157
|
| 223 |
+
[2023-06-01 16:42:54.944233]Train epoch [45 / 200],batch: [300 / 563],loss: -17.42770,lr: 0.00157
|
| 224 |
+
[2023-06-01 16:43:26.932702]Train epoch [45 / 200],batch: [400 / 563],loss: -17.40042,lr: 0.00157
|
| 225 |
+
[2023-06-01 16:43:58.922406]Train epoch [45 / 200],batch: [500 / 563],loss: -17.40661,lr: 0.00157
|
| 226 |
+
[2023-06-01 16:44:51.844442]Train epoch [46 / 200],batch: [100 / 563],loss: -17.41566,lr: 0.00152
|
| 227 |
+
[2023-06-01 16:45:23.834298]Train epoch [46 / 200],batch: [200 / 563],loss: -17.46891,lr: 0.00152
|
| 228 |
+
[2023-06-01 16:45:55.822674]Train epoch [46 / 200],batch: [300 / 563],loss: -17.46640,lr: 0.00152
|
| 229 |
+
[2023-06-01 16:46:27.812356]Train epoch [46 / 200],batch: [400 / 563],loss: -17.46363,lr: 0.00152
|
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+
[2023-06-01 16:46:59.801988]Train epoch [46 / 200],batch: [500 / 563],loss: -17.45361,lr: 0.00152
|
| 231 |
+
[2023-06-01 16:47:52.903744]Train epoch [47 / 200],batch: [100 / 563],loss: -17.35824,lr: 0.00152
|
| 232 |
+
[2023-06-01 16:48:24.894929]Train epoch [47 / 200],batch: [200 / 563],loss: -17.36985,lr: 0.00152
|
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+
[2023-06-01 16:48:56.883596]Train epoch [47 / 200],batch: [300 / 563],loss: -17.40110,lr: 0.00152
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[2023-06-01 16:49:28.873683]Train epoch [47 / 200],batch: [400 / 563],loss: -17.43683,lr: 0.00152
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+
[2023-06-01 16:50:00.862705]Train epoch [47 / 200],batch: [500 / 563],loss: -17.43061,lr: 0.00152
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+
[2023-06-01 16:50:54.045364]Train epoch [48 / 200],batch: [100 / 563],loss: -17.52411,lr: 0.00152
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+
[2023-06-01 16:51:26.034913]Train epoch [48 / 200],batch: [200 / 563],loss: -17.49618,lr: 0.00152
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+
[2023-06-01 16:51:58.025170]Train epoch [48 / 200],batch: [300 / 563],loss: -17.47583,lr: 0.00152
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+
[2023-06-01 16:52:30.016189]Train epoch [48 / 200],batch: [400 / 563],loss: -17.45690,lr: 0.00152
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+
[2023-06-01 16:53:02.004379]Train epoch [48 / 200],batch: [500 / 563],loss: -17.45562,lr: 0.00152
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+
[2023-06-01 16:53:54.766652]Train epoch [49 / 200],batch: [100 / 563],loss: -17.47825,lr: 0.00152
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+
[2023-06-01 16:54:26.757835]Train epoch [49 / 200],batch: [200 / 563],loss: -17.49096,lr: 0.00152
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+
[2023-06-01 16:54:58.745661]Train epoch [49 / 200],batch: [300 / 563],loss: -17.49644,lr: 0.00152
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+
[2023-06-01 16:55:30.734780]Train epoch [49 / 200],batch: [400 / 563],loss: -17.49065,lr: 0.00152
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+
[2023-06-01 16:56:02.725624]Train epoch [49 / 200],batch: [500 / 563],loss: -17.47097,lr: 0.00152
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+
[2023-06-01 16:56:55.506263]Train epoch [50 / 200],batch: [100 / 563],loss: -17.47881,lr: 0.00152
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+
[2023-06-01 16:57:27.496973]Train epoch [50 / 200],batch: [200 / 563],loss: -17.44742,lr: 0.00152
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+
[2023-06-01 16:57:59.486903]Train epoch [50 / 200],batch: [300 / 563],loss: -17.46476,lr: 0.00152
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+
[2023-06-01 16:58:31.474648]Train epoch [50 / 200],batch: [400 / 563],loss: -17.47017,lr: 0.00152
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+
[2023-06-01 16:59:03.465992]Train epoch [50 / 200],batch: [500 / 563],loss: -17.47076,lr: 0.00152
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+
[2023-06-01 16:59:56.407296]Train epoch [51 / 200],batch: [100 / 563],loss: -17.52744,lr: 0.00147
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+
[2023-06-01 17:00:28.397723]Train epoch [51 / 200],batch: [200 / 563],loss: -17.51321,lr: 0.00147
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+
[2023-06-01 17:01:00.387417]Train epoch [51 / 200],batch: [300 / 563],loss: -17.49537,lr: 0.00147
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+
[2023-06-01 17:01:32.375955]Train epoch [51 / 200],batch: [400 / 563],loss: -17.49102,lr: 0.00147
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+
[2023-06-01 17:02:04.365275]Train epoch [51 / 200],batch: [500 / 563],loss: -17.48291,lr: 0.00147
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+
[2023-06-01 17:02:57.128789]Train epoch [52 / 200],batch: [100 / 563],loss: -17.48672,lr: 0.00147
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+
[2023-06-01 17:03:29.121154]Train epoch [52 / 200],batch: [200 / 563],loss: -17.51150,lr: 0.00147
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+
[2023-06-01 17:04:01.110467]Train epoch [52 / 200],batch: [300 / 563],loss: -17.51960,lr: 0.00147
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+
[2023-06-01 17:04:33.101700]Train epoch [52 / 200],batch: [400 / 563],loss: -17.51618,lr: 0.00147
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+
[2023-06-01 17:05:05.090982]Train epoch [52 / 200],batch: [500 / 563],loss: -17.51123,lr: 0.00147
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+
[2023-06-01 17:05:58.315918]Train epoch [53 / 200],batch: [100 / 563],loss: -17.50035,lr: 0.00147
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+
[2023-06-01 17:06:30.303379]Train epoch [53 / 200],batch: [200 / 563],loss: -17.51857,lr: 0.00147
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+
[2023-06-01 17:07:02.294087]Train epoch [53 / 200],batch: [300 / 563],loss: -17.50906,lr: 0.00147
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+
[2023-06-01 17:07:34.281686]Train epoch [53 / 200],batch: [400 / 563],loss: -17.51356,lr: 0.00147
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+
[2023-06-01 17:08:06.270607]Train epoch [53 / 200],batch: [500 / 563],loss: -17.50498,lr: 0.00147
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+
[2023-06-01 17:08:59.512573]Train epoch [54 / 200],batch: [100 / 563],loss: -17.55735,lr: 0.00147
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+
[2023-06-01 17:09:31.503330]Train epoch [54 / 200],batch: [200 / 563],loss: -17.50932,lr: 0.00147
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+
[2023-06-01 17:10:03.491985]Train epoch [54 / 200],batch: [300 / 563],loss: -17.50669,lr: 0.00147
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+
[2023-06-01 17:10:35.482185]Train epoch [54 / 200],batch: [400 / 563],loss: -17.50998,lr: 0.00147
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+
[2023-06-01 17:11:07.473802]Train epoch [54 / 200],batch: [500 / 563],loss: -17.50369,lr: 0.00147
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+
[2023-06-01 17:12:00.472822]Train epoch [55 / 200],batch: [100 / 563],loss: -17.55856,lr: 0.00147
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+
[2023-06-01 17:12:32.462479]Train epoch [55 / 200],batch: [200 / 563],loss: -17.55396,lr: 0.00147
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+
[2023-06-01 17:13:04.452169]Train epoch [55 / 200],batch: [300 / 563],loss: -17.55058,lr: 0.00147
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+
[2023-06-01 17:13:36.439946]Train epoch [55 / 200],batch: [400 / 563],loss: -17.53129,lr: 0.00147
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+
[2023-06-01 17:14:08.429233]Train epoch [55 / 200],batch: [500 / 563],loss: -17.53013,lr: 0.00147
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+
[2023-06-01 17:15:01.349012]Train epoch [56 / 200],batch: [100 / 563],loss: -17.54992,lr: 0.00143
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+
[2023-06-01 17:15:33.338220]Train epoch [56 / 200],batch: [200 / 563],loss: -17.52865,lr: 0.00143
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+
[2023-06-01 17:16:05.327836]Train epoch [56 / 200],batch: [300 / 563],loss: -17.54678,lr: 0.00143
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+
[2023-06-01 17:16:37.317617]Train epoch [56 / 200],batch: [400 / 563],loss: -17.55167,lr: 0.00143
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+
[2023-06-01 17:17:09.306672]Train epoch [56 / 200],batch: [500 / 563],loss: -17.55124,lr: 0.00143
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+
[2023-06-01 17:18:02.069610]Train epoch [57 / 200],batch: [100 / 563],loss: -17.50391,lr: 0.00143
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+
[2023-06-01 17:18:34.059008]Train epoch [57 / 200],batch: [200 / 563],loss: -17.49042,lr: 0.00143
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+
[2023-06-01 17:19:06.047466]Train epoch [57 / 200],batch: [300 / 563],loss: -17.52559,lr: 0.00143
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+
[2023-06-01 17:19:38.037583]Train epoch [57 / 200],batch: [400 / 563],loss: -17.54111,lr: 0.00143
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+
[2023-06-01 17:20:10.027909]Train epoch [57 / 200],batch: [500 / 563],loss: -17.52309,lr: 0.00143
|
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+
[2023-06-01 17:21:03.209125]Train epoch [58 / 200],batch: [100 / 563],loss: -17.51700,lr: 0.00143
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+
[2023-06-01 17:21:35.197640]Train epoch [58 / 200],batch: [200 / 563],loss: -17.55574,lr: 0.00143
|
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+
[2023-06-01 17:22:07.186955]Train epoch [58 / 200],batch: [300 / 563],loss: -17.55915,lr: 0.00143
|
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+
[2023-06-01 17:22:39.176976]Train epoch [58 / 200],batch: [400 / 563],loss: -17.56426,lr: 0.00143
|
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+
[2023-06-01 17:23:11.165671]Train epoch [58 / 200],batch: [500 / 563],loss: -17.56191,lr: 0.00143
|
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+
[2023-06-01 17:24:04.266685]Train epoch [59 / 200],batch: [100 / 563],loss: -17.56646,lr: 0.00143
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+
[2023-06-01 17:24:36.256621]Train epoch [59 / 200],batch: [200 / 563],loss: -17.57394,lr: 0.00143
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+
[2023-06-01 17:25:08.245310]Train epoch [59 / 200],batch: [300 / 563],loss: -17.57385,lr: 0.00143
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+
[2023-06-01 17:25:40.234585]Train epoch [59 / 200],batch: [400 / 563],loss: -17.56932,lr: 0.00143
|
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+
[2023-06-01 17:26:12.223808]Train epoch [59 / 200],batch: [500 / 563],loss: -17.56732,lr: 0.00143
|
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+
[2023-06-01 17:27:05.145755]Train epoch [60 / 200],batch: [100 / 563],loss: -17.63871,lr: 0.00143
|
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+
[2023-06-01 17:27:37.136580]Train epoch [60 / 200],batch: [200 / 563],loss: -17.57181,lr: 0.00143
|
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+
[2023-06-01 17:28:09.125221]Train epoch [60 / 200],batch: [300 / 563],loss: -17.57412,lr: 0.00143
|
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+
[2023-06-01 17:28:41.113791]Train epoch [60 / 200],batch: [400 / 563],loss: -17.59079,lr: 0.00143
|
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+
[2023-06-01 17:29:13.102410]Train epoch [60 / 200],batch: [500 / 563],loss: -17.57308,lr: 0.00143
|
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+
[2023-06-01 17:30:05.885705]Train epoch [61 / 200],batch: [100 / 563],loss: -17.65157,lr: 0.00139
|
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+
[2023-06-01 17:30:37.874636]Train epoch [61 / 200],batch: [200 / 563],loss: -17.62452,lr: 0.00139
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+
[2023-06-01 17:31:09.864648]Train epoch [61 / 200],batch: [300 / 563],loss: -17.62736,lr: 0.00139
|
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+
[2023-06-01 17:31:41.853146]Train epoch [61 / 200],batch: [400 / 563],loss: -17.59431,lr: 0.00139
|
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+
[2023-06-01 17:32:13.842994]Train epoch [61 / 200],batch: [500 / 563],loss: -17.60647,lr: 0.00139
|
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+
[2023-06-01 17:33:06.723925]Train epoch [62 / 200],batch: [100 / 563],loss: -17.66792,lr: 0.00139
|
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+
[2023-06-01 17:33:38.715539]Train epoch [62 / 200],batch: [200 / 563],loss: -17.59597,lr: 0.00139
|
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+
[2023-06-01 17:34:10.706360]Train epoch [62 / 200],batch: [300 / 563],loss: -17.61496,lr: 0.00139
|
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+
[2023-06-01 17:34:42.695319]Train epoch [62 / 200],batch: [400 / 563],loss: -17.59947,lr: 0.00139
|
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+
[2023-06-01 17:35:14.684226]Train epoch [62 / 200],batch: [500 / 563],loss: -17.61018,lr: 0.00139
|
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+
[2023-06-01 17:36:07.483328]Train epoch [63 / 200],batch: [100 / 563],loss: -17.63945,lr: 0.00139
|
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+
[2023-06-01 17:36:39.472178]Train epoch [63 / 200],batch: [200 / 563],loss: -17.66122,lr: 0.00139
|
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+
[2023-06-01 17:37:11.462236]Train epoch [63 / 200],batch: [300 / 563],loss: -17.62313,lr: 0.00139
|
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+
[2023-06-01 17:37:43.453353]Train epoch [63 / 200],batch: [400 / 563],loss: -17.59003,lr: 0.00139
|
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+
[2023-06-01 17:38:15.442604]Train epoch [63 / 200],batch: [500 / 563],loss: -17.59370,lr: 0.00139
|
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+
[2023-06-01 17:39:08.363432]Train epoch [64 / 200],batch: [100 / 563],loss: -17.53982,lr: 0.00139
|
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+
[2023-06-01 17:39:40.352069]Train epoch [64 / 200],batch: [200 / 563],loss: -17.56085,lr: 0.00139
|
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+
[2023-06-01 17:40:12.342995]Train epoch [64 / 200],batch: [300 / 563],loss: -17.55928,lr: 0.00139
|
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+
[2023-06-01 17:40:44.331506]Train epoch [64 / 200],batch: [400 / 563],loss: -17.59254,lr: 0.00139
|
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+
[2023-06-01 17:41:16.322909]Train epoch [64 / 200],batch: [500 / 563],loss: -17.59532,lr: 0.00139
|
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+
[2023-06-01 17:42:09.223011]Train epoch [65 / 200],batch: [100 / 563],loss: -17.67236,lr: 0.00139
|
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+
[2023-06-01 17:42:41.213539]Train epoch [65 / 200],batch: [200 / 563],loss: -17.64937,lr: 0.00139
|
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+
[2023-06-01 17:43:13.221798]Train epoch [65 / 200],batch: [300 / 563],loss: -17.64946,lr: 0.00139
|
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+
[2023-06-01 17:43:45.211477]Train epoch [65 / 200],batch: [400 / 563],loss: -17.63583,lr: 0.00139
|
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+
[2023-06-01 17:44:17.201528]Train epoch [65 / 200],batch: [500 / 563],loss: -17.62637,lr: 0.00139
|
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+
[2023-06-01 17:45:10.124886]Train epoch [66 / 200],batch: [100 / 563],loss: -17.68729,lr: 0.00135
|
| 327 |
+
[2023-06-01 17:45:42.115946]Train epoch [66 / 200],batch: [200 / 563],loss: -17.65177,lr: 0.00135
|
| 328 |
+
[2023-06-01 17:46:14.102239]Train epoch [66 / 200],batch: [300 / 563],loss: -17.61933,lr: 0.00135
|
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+
[2023-06-01 17:46:46.093053]Train epoch [66 / 200],batch: [400 / 563],loss: -17.63037,lr: 0.00135
|
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+
[2023-06-01 17:47:18.081255]Train epoch [66 / 200],batch: [500 / 563],loss: -17.63630,lr: 0.00135
|
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+
[2023-06-01 17:48:10.842272]Train epoch [67 / 200],batch: [100 / 563],loss: -17.58318,lr: 0.00135
|
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+
[2023-06-01 17:48:42.831210]Train epoch [67 / 200],batch: [200 / 563],loss: -17.64176,lr: 0.00135
|
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+
[2023-06-01 17:49:14.821008]Train epoch [67 / 200],batch: [300 / 563],loss: -17.63418,lr: 0.00135
|
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+
[2023-06-01 17:49:46.810062]Train epoch [67 / 200],batch: [400 / 563],loss: -17.65801,lr: 0.00135
|
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+
[2023-06-01 17:50:18.800301]Train epoch [67 / 200],batch: [500 / 563],loss: -17.64336,lr: 0.00135
|
| 336 |
+
[2023-06-01 17:51:11.702954]Train epoch [68 / 200],batch: [100 / 563],loss: -17.59837,lr: 0.00135
|
| 337 |
+
[2023-06-01 17:51:43.691884]Train epoch [68 / 200],batch: [200 / 563],loss: -17.61927,lr: 0.00135
|
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+
[2023-06-01 17:52:15.682355]Train epoch [68 / 200],batch: [300 / 563],loss: -17.60112,lr: 0.00135
|
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+
[2023-06-01 17:52:47.671374]Train epoch [68 / 200],batch: [400 / 563],loss: -17.60104,lr: 0.00135
|
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+
[2023-06-01 17:53:19.659249]Train epoch [68 / 200],batch: [500 / 563],loss: -17.63397,lr: 0.00135
|
| 341 |
+
[2023-06-01 17:54:12.601581]Train epoch [69 / 200],batch: [100 / 563],loss: -17.66594,lr: 0.00135
|
| 342 |
+
[2023-06-01 17:54:44.591425]Train epoch [69 / 200],batch: [200 / 563],loss: -17.68600,lr: 0.00135
|
| 343 |
+
[2023-06-01 17:55:16.582094]Train epoch [69 / 200],batch: [300 / 563],loss: -17.68039,lr: 0.00135
|
| 344 |
+
[2023-06-01 17:55:48.571329]Train epoch [69 / 200],batch: [400 / 563],loss: -17.68334,lr: 0.00135
|
| 345 |
+
[2023-06-01 17:56:20.560692]Train epoch [69 / 200],batch: [500 / 563],loss: -17.67864,lr: 0.00135
|
| 346 |
+
[2023-06-01 17:57:13.461528]Train epoch [70 / 200],batch: [100 / 563],loss: -17.61298,lr: 0.00135
|
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+
[2023-06-01 17:57:45.451661]Train epoch [70 / 200],batch: [200 / 563],loss: -17.62321,lr: 0.00135
|
| 348 |
+
[2023-06-01 17:58:17.440743]Train epoch [70 / 200],batch: [300 / 563],loss: -17.64227,lr: 0.00135
|
| 349 |
+
[2023-06-01 17:58:49.430327]Train epoch [70 / 200],batch: [400 / 563],loss: -17.63782,lr: 0.00135
|
| 350 |
+
[2023-06-01 17:59:21.419800]Train epoch [70 / 200],batch: [500 / 563],loss: -17.64497,lr: 0.00135
|
| 351 |
+
[2023-06-01 18:00:14.622851]Train epoch [71 / 200],batch: [100 / 563],loss: -17.73787,lr: 0.00131
|
| 352 |
+
[2023-06-01 18:00:46.611282]Train epoch [71 / 200],batch: [200 / 563],loss: -17.70646,lr: 0.00131
|
| 353 |
+
[2023-06-01 18:01:18.601451]Train epoch [71 / 200],batch: [300 / 563],loss: -17.69781,lr: 0.00131
|
| 354 |
+
[2023-06-01 18:01:50.590691]Train epoch [71 / 200],batch: [400 / 563],loss: -17.68690,lr: 0.00131
|
| 355 |
+
[2023-06-01 18:02:22.579479]Train epoch [71 / 200],batch: [500 / 563],loss: -17.68097,lr: 0.00131
|
| 356 |
+
[2023-06-01 18:03:15.482155]Train epoch [72 / 200],batch: [100 / 563],loss: -17.73399,lr: 0.00131
|
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+
[2023-06-01 18:03:47.472897]Train epoch [72 / 200],batch: [200 / 563],loss: -17.71118,lr: 0.00131
|
| 358 |
+
[2023-06-01 18:04:19.461415]Train epoch [72 / 200],batch: [300 / 563],loss: -17.70626,lr: 0.00131
|
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+
[2023-06-01 18:04:51.450766]Train epoch [72 / 200],batch: [400 / 563],loss: -17.68938,lr: 0.00131
|
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+
[2023-06-01 18:05:23.439924]Train epoch [72 / 200],batch: [500 / 563],loss: -17.69081,lr: 0.00131
|
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+
[2023-06-01 18:06:16.342963]Train epoch [73 / 200],batch: [100 / 563],loss: -17.73365,lr: 0.00131
|
| 362 |
+
[2023-06-01 18:06:48.332194]Train epoch [73 / 200],batch: [200 / 563],loss: -17.73959,lr: 0.00131
|
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+
[2023-06-01 18:07:20.320959]Train epoch [73 / 200],batch: [300 / 563],loss: -17.70264,lr: 0.00131
|
| 364 |
+
[2023-06-01 18:07:52.310662]Train epoch [73 / 200],batch: [400 / 563],loss: -17.69353,lr: 0.00131
|
| 365 |
+
[2023-06-01 18:08:24.299790]Train epoch [73 / 200],batch: [500 / 563],loss: -17.68448,lr: 0.00131
|
| 366 |
+
[2023-06-01 18:09:17.143418]Train epoch [74 / 200],batch: [100 / 563],loss: -17.72845,lr: 0.00131
|
| 367 |
+
[2023-06-01 18:09:49.132982]Train epoch [74 / 200],batch: [200 / 563],loss: -17.78170,lr: 0.00131
|
| 368 |
+
[2023-06-01 18:10:21.122417]Train epoch [74 / 200],batch: [300 / 563],loss: -17.70650,lr: 0.00131
|
| 369 |
+
[2023-06-01 18:10:53.111493]Train epoch [74 / 200],batch: [400 / 563],loss: -17.69613,lr: 0.00131
|
| 370 |
+
[2023-06-01 18:11:25.101469]Train epoch [74 / 200],batch: [500 / 563],loss: -17.68081,lr: 0.00131
|
| 371 |
+
[2023-06-01 18:12:17.942385]Train epoch [75 / 200],batch: [100 / 563],loss: -17.58343,lr: 0.00131
|
| 372 |
+
[2023-06-01 18:12:49.932390]Train epoch [75 / 200],batch: [200 / 563],loss: -17.70522,lr: 0.00131
|
| 373 |
+
[2023-06-01 18:13:21.921959]Train epoch [75 / 200],batch: [300 / 563],loss: -17.74419,lr: 0.00131
|
| 374 |
+
[2023-06-01 18:13:53.911110]Train epoch [75 / 200],batch: [400 / 563],loss: -17.71604,lr: 0.00131
|
| 375 |
+
[2023-06-01 18:14:25.900966]Train epoch [75 / 200],batch: [500 / 563],loss: -17.69783,lr: 0.00131
|
| 376 |
+
[2023-06-01 18:15:18.842441]Train epoch [76 / 200],batch: [100 / 563],loss: -17.82531,lr: 0.00127
|
| 377 |
+
[2023-06-01 18:15:50.832732]Train epoch [76 / 200],batch: [200 / 563],loss: -17.75688,lr: 0.00127
|
| 378 |
+
[2023-06-01 18:16:22.821834]Train epoch [76 / 200],batch: [300 / 563],loss: -17.76178,lr: 0.00127
|
| 379 |
+
[2023-06-01 18:16:54.811012]Train epoch [76 / 200],batch: [400 / 563],loss: -17.73845,lr: 0.00127
|
| 380 |
+
[2023-06-01 18:17:26.800303]Train epoch [76 / 200],batch: [500 / 563],loss: -17.70814,lr: 0.00127
|
| 381 |
+
[2023-06-01 18:18:19.983489]Train epoch [77 / 200],batch: [100 / 563],loss: -17.70539,lr: 0.00127
|
| 382 |
+
[2023-06-01 18:18:51.972560]Train epoch [77 / 200],batch: [200 / 563],loss: -17.70474,lr: 0.00127
|
| 383 |
+
[2023-06-01 18:19:23.962580]Train epoch [77 / 200],batch: [300 / 563],loss: -17.72624,lr: 0.00127
|
| 384 |
+
[2023-06-01 18:19:55.950733]Train epoch [77 / 200],batch: [400 / 563],loss: -17.70872,lr: 0.00127
|
| 385 |
+
[2023-06-01 18:20:27.942487]Train epoch [77 / 200],batch: [500 / 563],loss: -17.71029,lr: 0.00127
|
| 386 |
+
[2023-06-01 18:21:20.862325]Train epoch [78 / 200],batch: [100 / 563],loss: -17.65018,lr: 0.00127
|
| 387 |
+
[2023-06-01 18:21:52.852331]Train epoch [78 / 200],batch: [200 / 563],loss: -17.72920,lr: 0.00127
|
| 388 |
+
[2023-06-01 18:22:24.842126]Train epoch [78 / 200],batch: [300 / 563],loss: -17.71889,lr: 0.00127
|
| 389 |
+
[2023-06-01 18:22:56.830469]Train epoch [78 / 200],batch: [400 / 563],loss: -17.71389,lr: 0.00127
|
| 390 |
+
[2023-06-01 18:23:28.820457]Train epoch [78 / 200],batch: [500 / 563],loss: -17.72284,lr: 0.00127
|
| 391 |
+
[2023-06-01 18:24:22.063438]Train epoch [79 / 200],batch: [100 / 563],loss: -17.83012,lr: 0.00127
|
| 392 |
+
[2023-06-01 18:24:54.052002]Train epoch [79 / 200],batch: [200 / 563],loss: -17.73130,lr: 0.00127
|
| 393 |
+
[2023-06-01 18:25:26.040649]Train epoch [79 / 200],batch: [300 / 563],loss: -17.71843,lr: 0.00127
|
| 394 |
+
[2023-06-01 18:25:58.030591]Train epoch [79 / 200],batch: [400 / 563],loss: -17.72917,lr: 0.00127
|
| 395 |
+
[2023-06-01 18:26:30.020919]Train epoch [79 / 200],batch: [500 / 563],loss: -17.72608,lr: 0.00127
|
| 396 |
+
[2023-06-01 18:27:22.982730]Train epoch [80 / 200],batch: [100 / 563],loss: -17.77467,lr: 0.00127
|
| 397 |
+
[2023-06-01 18:27:54.971778]Train epoch [80 / 200],batch: [200 / 563],loss: -17.73450,lr: 0.00127
|
| 398 |
+
[2023-06-01 18:28:26.960623]Train epoch [80 / 200],batch: [300 / 563],loss: -17.73751,lr: 0.00127
|
| 399 |
+
[2023-06-01 18:28:58.950401]Train epoch [80 / 200],batch: [400 / 563],loss: -17.73330,lr: 0.00127
|
| 400 |
+
[2023-06-01 18:29:30.939128]Train epoch [80 / 200],batch: [500 / 563],loss: -17.71678,lr: 0.00127
|
| 401 |
+
[2023-06-01 18:30:23.703150]Train epoch [81 / 200],batch: [100 / 563],loss: -17.77629,lr: 0.00123
|
| 402 |
+
[2023-06-01 18:30:55.693339]Train epoch [81 / 200],batch: [200 / 563],loss: -17.80738,lr: 0.00123
|
| 403 |
+
[2023-06-01 18:31:27.681909]Train epoch [81 / 200],batch: [300 / 563],loss: -17.81065,lr: 0.00123
|
| 404 |
+
[2023-06-01 18:31:59.672300]Train epoch [81 / 200],batch: [400 / 563],loss: -17.78853,lr: 0.00123
|
| 405 |
+
[2023-06-01 18:32:31.661088]Train epoch [81 / 200],batch: [500 / 563],loss: -17.75792,lr: 0.00123
|
| 406 |
+
[2023-06-01 18:33:24.883790]Train epoch [82 / 200],batch: [100 / 563],loss: -17.68004,lr: 0.00123
|
| 407 |
+
[2023-06-01 18:33:56.873509]Train epoch [82 / 200],batch: [200 / 563],loss: -17.73512,lr: 0.00123
|
| 408 |
+
[2023-06-01 18:34:28.863069]Train epoch [82 / 200],batch: [300 / 563],loss: -17.70952,lr: 0.00123
|
| 409 |
+
[2023-06-01 18:35:00.852404]Train epoch [82 / 200],batch: [400 / 563],loss: -17.71524,lr: 0.00123
|
| 410 |
+
[2023-06-01 18:35:32.841856]Train epoch [82 / 200],batch: [500 / 563],loss: -17.73157,lr: 0.00123
|
| 411 |
+
[2023-06-01 18:36:25.604074]Train epoch [83 / 200],batch: [100 / 563],loss: -17.76983,lr: 0.00123
|
| 412 |
+
[2023-06-01 18:36:57.593899]Train epoch [83 / 200],batch: [200 / 563],loss: -17.74207,lr: 0.00123
|
| 413 |
+
[2023-06-01 18:37:29.583945]Train epoch [83 / 200],batch: [300 / 563],loss: -17.76227,lr: 0.00123
|
| 414 |
+
[2023-06-01 18:38:01.572876]Train epoch [83 / 200],batch: [400 / 563],loss: -17.75970,lr: 0.00123
|
| 415 |
+
[2023-06-01 18:38:33.561710]Train epoch [83 / 200],batch: [500 / 563],loss: -17.75302,lr: 0.00123
|
| 416 |
+
[2023-06-01 18:39:26.324525]Train epoch [84 / 200],batch: [100 / 563],loss: -17.73213,lr: 0.00123
|
| 417 |
+
[2023-06-01 18:39:58.313690]Train epoch [84 / 200],batch: [200 / 563],loss: -17.76520,lr: 0.00123
|
| 418 |
+
[2023-06-01 18:40:30.303482]Train epoch [84 / 200],batch: [300 / 563],loss: -17.77838,lr: 0.00123
|
| 419 |
+
[2023-06-01 18:41:02.292989]Train epoch [84 / 200],batch: [400 / 563],loss: -17.76158,lr: 0.00123
|
| 420 |
+
[2023-06-01 18:41:34.282729]Train epoch [84 / 200],batch: [500 / 563],loss: -17.75941,lr: 0.00123
|
| 421 |
+
[2023-06-01 18:42:27.545158]Train epoch [85 / 200],batch: [100 / 563],loss: -17.66781,lr: 0.00123
|
| 422 |
+
[2023-06-01 18:42:59.534746]Train epoch [85 / 200],batch: [200 / 563],loss: -17.73774,lr: 0.00123
|
| 423 |
+
[2023-06-01 18:43:31.525386]Train epoch [85 / 200],batch: [300 / 563],loss: -17.73586,lr: 0.00123
|
| 424 |
+
[2023-06-01 18:44:03.513994]Train epoch [85 / 200],batch: [400 / 563],loss: -17.74766,lr: 0.00123
|
| 425 |
+
[2023-06-01 18:44:35.503416]Train epoch [85 / 200],batch: [500 / 563],loss: -17.74977,lr: 0.00123
|
| 426 |
+
[2023-06-01 18:45:28.424817]Train epoch [86 / 200],batch: [100 / 563],loss: -17.70310,lr: 0.00119
|
| 427 |
+
[2023-06-01 18:46:00.414804]Train epoch [86 / 200],batch: [200 / 563],loss: -17.75271,lr: 0.00119
|
| 428 |
+
[2023-06-01 18:46:32.403928]Train epoch [86 / 200],batch: [300 / 563],loss: -17.74624,lr: 0.00119
|
| 429 |
+
[2023-06-01 18:47:04.393668]Train epoch [86 / 200],batch: [400 / 563],loss: -17.75351,lr: 0.00119
|
| 430 |
+
[2023-06-01 18:47:36.383806]Train epoch [86 / 200],batch: [500 / 563],loss: -17.75275,lr: 0.00119
|
| 431 |
+
[2023-06-01 18:48:29.585698]Train epoch [87 / 200],batch: [100 / 563],loss: -17.78884,lr: 0.00119
|
| 432 |
+
[2023-06-01 18:49:01.575546]Train epoch [87 / 200],batch: [200 / 563],loss: -17.74566,lr: 0.00119
|
| 433 |
+
[2023-06-01 18:49:33.564452]Train epoch [87 / 200],batch: [300 / 563],loss: -17.76423,lr: 0.00119
|
| 434 |
+
[2023-06-01 18:50:05.553924]Train epoch [87 / 200],batch: [400 / 563],loss: -17.76669,lr: 0.00119
|
| 435 |
+
[2023-06-01 18:50:37.543908]Train epoch [87 / 200],batch: [500 / 563],loss: -17.78218,lr: 0.00119
|
| 436 |
+
[2023-06-01 18:51:30.505721]Train epoch [88 / 200],batch: [100 / 563],loss: -17.77358,lr: 0.00119
|
| 437 |
+
[2023-06-01 18:52:02.495619]Train epoch [88 / 200],batch: [200 / 563],loss: -17.76003,lr: 0.00119
|
| 438 |
+
[2023-06-01 18:52:34.484610]Train epoch [88 / 200],batch: [300 / 563],loss: -17.79412,lr: 0.00119
|
| 439 |
+
[2023-06-01 18:53:06.474460]Train epoch [88 / 200],batch: [400 / 563],loss: -17.77606,lr: 0.00119
|
| 440 |
+
[2023-06-01 18:53:38.463329]Train epoch [88 / 200],batch: [500 / 563],loss: -17.77784,lr: 0.00119
|
| 441 |
+
[2023-06-01 18:54:31.385782]Train epoch [89 / 200],batch: [100 / 563],loss: -17.79031,lr: 0.00119
|
| 442 |
+
[2023-06-01 18:55:03.375914]Train epoch [89 / 200],batch: [200 / 563],loss: -17.75316,lr: 0.00119
|
| 443 |
+
[2023-06-01 18:55:35.364706]Train epoch [89 / 200],batch: [300 / 563],loss: -17.76207,lr: 0.00119
|
| 444 |
+
[2023-06-01 18:56:07.354382]Train epoch [89 / 200],batch: [400 / 563],loss: -17.78798,lr: 0.00119
|
| 445 |
+
[2023-06-01 18:56:39.342994]Train epoch [89 / 200],batch: [500 / 563],loss: -17.78499,lr: 0.00119
|
| 446 |
+
[2023-06-01 18:57:32.246041]Train epoch [90 / 200],batch: [100 / 563],loss: -17.81158,lr: 0.00119
|
| 447 |
+
[2023-06-01 18:58:04.235765]Train epoch [90 / 200],batch: [200 / 563],loss: -17.75767,lr: 0.00119
|
| 448 |
+
[2023-06-01 18:58:36.224771]Train epoch [90 / 200],batch: [300 / 563],loss: -17.79814,lr: 0.00119
|
| 449 |
+
[2023-06-01 18:59:08.214474]Train epoch [90 / 200],batch: [400 / 563],loss: -17.81292,lr: 0.00119
|
| 450 |
+
[2023-06-01 18:59:40.204790]Train epoch [90 / 200],batch: [500 / 563],loss: -17.79821,lr: 0.00119
|
| 451 |
+
[2023-06-01 19:00:33.027155]Train epoch [91 / 200],batch: [100 / 563],loss: -17.75961,lr: 0.00116
|
| 452 |
+
[2023-06-01 19:01:05.015511]Train epoch [91 / 200],batch: [200 / 563],loss: -17.78375,lr: 0.00116
|
| 453 |
+
[2023-06-01 19:01:37.005044]Train epoch [91 / 200],batch: [300 / 563],loss: -17.80797,lr: 0.00116
|
| 454 |
+
[2023-06-01 19:02:08.994241]Train epoch [91 / 200],batch: [400 / 563],loss: -17.81717,lr: 0.00116
|
| 455 |
+
[2023-06-01 19:02:40.984865]Train epoch [91 / 200],batch: [500 / 563],loss: -17.80536,lr: 0.00116
|
| 456 |
+
[2023-06-01 19:03:33.947696]Train epoch [92 / 200],batch: [100 / 563],loss: -17.75870,lr: 0.00116
|
| 457 |
+
[2023-06-01 19:04:05.936035]Train epoch [92 / 200],batch: [200 / 563],loss: -17.75359,lr: 0.00116
|
| 458 |
+
[2023-06-01 19:04:37.925712]Train epoch [92 / 200],batch: [300 / 563],loss: -17.78605,lr: 0.00116
|
| 459 |
+
[2023-06-01 19:05:09.914513]Train epoch [92 / 200],batch: [400 / 563],loss: -17.78603,lr: 0.00116
|
| 460 |
+
[2023-06-01 19:05:41.904312]Train epoch [92 / 200],batch: [500 / 563],loss: -17.79458,lr: 0.00116
|
| 461 |
+
[2023-06-01 19:06:34.845224]Train epoch [93 / 200],batch: [100 / 563],loss: -17.71921,lr: 0.00116
|
| 462 |
+
[2023-06-01 19:07:06.834874]Train epoch [93 / 200],batch: [200 / 563],loss: -17.76455,lr: 0.00116
|
| 463 |
+
[2023-06-01 19:07:38.824182]Train epoch [93 / 200],batch: [300 / 563],loss: -17.74876,lr: 0.00116
|
| 464 |
+
[2023-06-01 19:08:10.814109]Train epoch [93 / 200],batch: [400 / 563],loss: -17.79029,lr: 0.00116
|
| 465 |
+
[2023-06-01 19:08:42.803336]Train epoch [93 / 200],batch: [500 / 563],loss: -17.79482,lr: 0.00116
|
| 466 |
+
[2023-06-01 19:09:35.745914]Train epoch [94 / 200],batch: [100 / 563],loss: -17.85189,lr: 0.00116
|
| 467 |
+
[2023-06-01 19:10:07.734355]Train epoch [94 / 200],batch: [200 / 563],loss: -17.81887,lr: 0.00116
|
| 468 |
+
[2023-06-01 19:10:39.723601]Train epoch [94 / 200],batch: [300 / 563],loss: -17.81588,lr: 0.00116
|
| 469 |
+
[2023-06-01 19:11:11.713712]Train epoch [94 / 200],batch: [400 / 563],loss: -17.79966,lr: 0.00116
|
| 470 |
+
[2023-06-01 19:11:43.702425]Train epoch [94 / 200],batch: [500 / 563],loss: -17.79896,lr: 0.00116
|
| 471 |
+
[2023-06-01 19:12:36.584746]Train epoch [95 / 200],batch: [100 / 563],loss: -17.83546,lr: 0.00116
|
| 472 |
+
[2023-06-01 19:13:08.575247]Train epoch [95 / 200],batch: [200 / 563],loss: -17.85185,lr: 0.00116
|
| 473 |
+
[2023-06-01 19:13:40.563566]Train epoch [95 / 200],batch: [300 / 563],loss: -17.87403,lr: 0.00116
|
| 474 |
+
[2023-06-01 19:14:12.553163]Train epoch [95 / 200],batch: [400 / 563],loss: -17.83585,lr: 0.00116
|
| 475 |
+
[2023-06-01 19:14:44.542453]Train epoch [95 / 200],batch: [500 / 563],loss: -17.81147,lr: 0.00116
|
| 476 |
+
[2023-06-01 19:15:37.745249]Train epoch [96 / 200],batch: [100 / 563],loss: -17.81586,lr: 0.00112
|
| 477 |
+
[2023-06-01 19:16:09.734227]Train epoch [96 / 200],batch: [200 / 563],loss: -17.80217,lr: 0.00112
|
| 478 |
+
[2023-06-01 19:16:41.724138]Train epoch [96 / 200],batch: [300 / 563],loss: -17.82376,lr: 0.00112
|
| 479 |
+
[2023-06-01 19:17:13.713319]Train epoch [96 / 200],batch: [400 / 563],loss: -17.81595,lr: 0.00112
|
| 480 |
+
[2023-06-01 19:17:45.702385]Train epoch [96 / 200],batch: [500 / 563],loss: -17.81140,lr: 0.00112
|
| 481 |
+
[2023-06-01 19:18:38.944239]Train epoch [97 / 200],batch: [100 / 563],loss: -17.91752,lr: 0.00112
|
| 482 |
+
[2023-06-01 19:19:10.934453]Train epoch [97 / 200],batch: [200 / 563],loss: -17.83772,lr: 0.00112
|
| 483 |
+
[2023-06-01 19:19:42.924389]Train epoch [97 / 200],batch: [300 / 563],loss: -17.86066,lr: 0.00112
|
| 484 |
+
[2023-06-01 19:20:14.913289]Train epoch [97 / 200],batch: [400 / 563],loss: -17.84370,lr: 0.00112
|
| 485 |
+
[2023-06-01 19:20:46.903052]Train epoch [97 / 200],batch: [500 / 563],loss: -17.85409,lr: 0.00112
|
| 486 |
+
[2023-06-01 19:21:39.824055]Train epoch [98 / 200],batch: [100 / 563],loss: -17.90114,lr: 0.00112
|
| 487 |
+
[2023-06-01 19:22:11.815622]Train epoch [98 / 200],batch: [200 / 563],loss: -17.88833,lr: 0.00112
|
| 488 |
+
[2023-06-01 19:22:43.806153]Train epoch [98 / 200],batch: [300 / 563],loss: -17.85548,lr: 0.00112
|
| 489 |
+
[2023-06-01 19:23:15.793130]Train epoch [98 / 200],batch: [400 / 563],loss: -17.85052,lr: 0.00112
|
| 490 |
+
[2023-06-01 19:23:47.784718]Train epoch [98 / 200],batch: [500 / 563],loss: -17.83517,lr: 0.00112
|
| 491 |
+
[2023-06-01 19:24:40.564382]Train epoch [99 / 200],batch: [100 / 563],loss: -17.80780,lr: 0.00112
|
| 492 |
+
[2023-06-01 19:25:12.553610]Train epoch [99 / 200],batch: [200 / 563],loss: -17.82513,lr: 0.00112
|
| 493 |
+
[2023-06-01 19:25:44.543342]Train epoch [99 / 200],batch: [300 / 563],loss: -17.82822,lr: 0.00112
|
| 494 |
+
[2023-06-01 19:26:16.533177]Train epoch [99 / 200],batch: [400 / 563],loss: -17.83760,lr: 0.00112
|
| 495 |
+
[2023-06-01 19:26:48.522728]Train epoch [99 / 200],batch: [500 / 563],loss: -17.83740,lr: 0.00112
|
| 496 |
+
[2023-06-01 19:27:41.304750]Train epoch [100 / 200],batch: [100 / 563],loss: -17.86334,lr: 0.00112
|
| 497 |
+
[2023-06-01 19:28:13.294144]Train epoch [100 / 200],batch: [200 / 563],loss: -17.85799,lr: 0.00112
|
| 498 |
+
[2023-06-01 19:28:45.284006]Train epoch [100 / 200],batch: [300 / 563],loss: -17.85397,lr: 0.00112
|
| 499 |
+
[2023-06-01 19:29:17.272109]Train epoch [100 / 200],batch: [400 / 563],loss: -17.84840,lr: 0.00112
|
| 500 |
+
[2023-06-01 19:29:49.263025]Train epoch [100 / 200],batch: [500 / 563],loss: -17.83764,lr: 0.00112
|
| 501 |
+
[2023-06-01 19:30:42.045919]Train epoch [101 / 200],batch: [100 / 563],loss: -17.97616,lr: 0.00109
|
| 502 |
+
[2023-06-01 19:31:14.034327]Train epoch [101 / 200],batch: [200 / 563],loss: -17.88695,lr: 0.00109
|
| 503 |
+
[2023-06-01 19:31:46.022833]Train epoch [101 / 200],batch: [300 / 563],loss: -17.87730,lr: 0.00109
|
| 504 |
+
[2023-06-01 19:32:18.012526]Train epoch [101 / 200],batch: [400 / 563],loss: -17.85170,lr: 0.00109
|
| 505 |
+
[2023-06-01 19:32:50.002539]Train epoch [101 / 200],batch: [500 / 563],loss: -17.85131,lr: 0.00109
|
| 506 |
+
[2023-06-01 19:33:42.864652]Train epoch [102 / 200],batch: [100 / 563],loss: -17.83028,lr: 0.00109
|
| 507 |
+
[2023-06-01 19:34:14.854892]Train epoch [102 / 200],batch: [200 / 563],loss: -17.83042,lr: 0.00109
|
| 508 |
+
[2023-06-01 19:34:46.843849]Train epoch [102 / 200],batch: [300 / 563],loss: -17.84689,lr: 0.00109
|
| 509 |
+
[2023-06-01 19:35:18.834299]Train epoch [102 / 200],batch: [400 / 563],loss: -17.84876,lr: 0.00109
|
| 510 |
+
[2023-06-01 19:35:50.821847]Train epoch [102 / 200],batch: [500 / 563],loss: -17.83289,lr: 0.00109
|
| 511 |
+
[2023-06-01 19:36:43.724679]Train epoch [103 / 200],batch: [100 / 563],loss: -17.82360,lr: 0.00109
|
| 512 |
+
[2023-06-01 19:37:15.713742]Train epoch [103 / 200],batch: [200 / 563],loss: -17.83300,lr: 0.00109
|
| 513 |
+
[2023-06-01 19:37:47.703121]Train epoch [103 / 200],batch: [300 / 563],loss: -17.85626,lr: 0.00109
|
| 514 |
+
[2023-06-01 19:38:19.692746]Train epoch [103 / 200],batch: [400 / 563],loss: -17.85401,lr: 0.00109
|
| 515 |
+
[2023-06-01 19:38:51.681667]Train epoch [103 / 200],batch: [500 / 563],loss: -17.85378,lr: 0.00109
|
| 516 |
+
[2023-06-01 19:39:44.924205]Train epoch [104 / 200],batch: [100 / 563],loss: -17.79142,lr: 0.00109
|
| 517 |
+
[2023-06-01 19:40:16.913677]Train epoch [104 / 200],batch: [200 / 563],loss: -17.79974,lr: 0.00109
|
| 518 |
+
[2023-06-01 19:40:48.902620]Train epoch [104 / 200],batch: [300 / 563],loss: -17.84052,lr: 0.00109
|
| 519 |
+
[2023-06-01 19:41:20.892141]Train epoch [104 / 200],batch: [400 / 563],loss: -17.84628,lr: 0.00109
|
| 520 |
+
[2023-06-01 19:41:52.882218]Train epoch [104 / 200],batch: [500 / 563],loss: -17.85159,lr: 0.00109
|
| 521 |
+
[2023-06-01 19:42:46.062693]Train epoch [105 / 200],batch: [100 / 563],loss: -17.87585,lr: 0.00109
|
| 522 |
+
[2023-06-01 19:43:18.051907]Train epoch [105 / 200],batch: [200 / 563],loss: -17.89257,lr: 0.00109
|
| 523 |
+
[2023-06-01 19:43:50.042220]Train epoch [105 / 200],batch: [300 / 563],loss: -17.86239,lr: 0.00109
|
| 524 |
+
[2023-06-01 19:44:22.030896]Train epoch [105 / 200],batch: [400 / 563],loss: -17.86284,lr: 0.00109
|
| 525 |
+
[2023-06-01 19:44:54.020604]Train epoch [105 / 200],batch: [500 / 563],loss: -17.85208,lr: 0.00109
|
| 526 |
+
[2023-06-01 19:45:46.825257]Train epoch [106 / 200],batch: [100 / 563],loss: -17.90724,lr: 0.00105
|
| 527 |
+
[2023-06-01 19:46:18.812205]Train epoch [106 / 200],batch: [200 / 563],loss: -17.88425,lr: 0.00105
|
| 528 |
+
[2023-06-01 19:46:50.800763]Train epoch [106 / 200],batch: [300 / 563],loss: -17.86426,lr: 0.00105
|
| 529 |
+
[2023-06-01 19:47:22.790634]Train epoch [106 / 200],batch: [400 / 563],loss: -17.85493,lr: 0.00105
|
| 530 |
+
[2023-06-01 19:47:54.779705]Train epoch [106 / 200],batch: [500 / 563],loss: -17.86547,lr: 0.00105
|
| 531 |
+
[2023-06-01 19:48:47.722221]Train epoch [107 / 200],batch: [100 / 563],loss: -17.86235,lr: 0.00105
|
| 532 |
+
[2023-06-01 19:49:19.711693]Train epoch [107 / 200],batch: [200 / 563],loss: -17.88410,lr: 0.00105
|
| 533 |
+
[2023-06-01 19:49:51.700594]Train epoch [107 / 200],batch: [300 / 563],loss: -17.89658,lr: 0.00105
|
| 534 |
+
[2023-06-01 19:50:23.690491]Train epoch [107 / 200],batch: [400 / 563],loss: -17.88685,lr: 0.00105
|
| 535 |
+
[2023-06-01 19:50:55.680657]Train epoch [107 / 200],batch: [500 / 563],loss: -17.88608,lr: 0.00105
|
| 536 |
+
[2023-06-01 19:51:48.902178]Train epoch [108 / 200],batch: [100 / 563],loss: -17.95178,lr: 0.00105
|
| 537 |
+
[2023-06-01 19:52:20.891697]Train epoch [108 / 200],batch: [200 / 563],loss: -17.91044,lr: 0.00105
|
| 538 |
+
[2023-06-01 19:52:52.881619]Train epoch [108 / 200],batch: [300 / 563],loss: -17.91921,lr: 0.00105
|
| 539 |
+
[2023-06-01 19:53:24.869640]Train epoch [108 / 200],batch: [400 / 563],loss: -17.89867,lr: 0.00105
|
| 540 |
+
[2023-06-01 19:53:56.859866]Train epoch [108 / 200],batch: [500 / 563],loss: -17.87868,lr: 0.00105
|
| 541 |
+
[2023-06-01 19:54:49.983951]Train epoch [109 / 200],batch: [100 / 563],loss: -17.90606,lr: 0.00105
|
| 542 |
+
[2023-06-01 19:55:21.971837]Train epoch [109 / 200],batch: [200 / 563],loss: -17.86239,lr: 0.00105
|
| 543 |
+
[2023-06-01 19:55:53.960196]Train epoch [109 / 200],batch: [300 / 563],loss: -17.85479,lr: 0.00105
|
| 544 |
+
[2023-06-01 19:56:25.949742]Train epoch [109 / 200],batch: [400 / 563],loss: -17.87900,lr: 0.00105
|
| 545 |
+
[2023-06-01 19:56:57.938423]Train epoch [109 / 200],batch: [500 / 563],loss: -17.88669,lr: 0.00105
|
| 546 |
+
[2023-06-01 19:57:50.843075]Train epoch [110 / 200],batch: [100 / 563],loss: -17.87041,lr: 0.00105
|
| 547 |
+
[2023-06-01 19:58:22.832131]Train epoch [110 / 200],batch: [200 / 563],loss: -17.82557,lr: 0.00105
|
| 548 |
+
[2023-06-01 19:58:54.819942]Train epoch [110 / 200],batch: [300 / 563],loss: -17.86717,lr: 0.00105
|
| 549 |
+
[2023-06-01 19:59:26.809032]Train epoch [110 / 200],batch: [400 / 563],loss: -17.87184,lr: 0.00105
|
| 550 |
+
[2023-06-01 19:59:58.799010]Train epoch [110 / 200],batch: [500 / 563],loss: -17.87706,lr: 0.00105
|
| 551 |
+
[2023-06-01 20:00:52.000488]Train epoch [111 / 200],batch: [100 / 563],loss: -17.98096,lr: 0.00102
|
| 552 |
+
[2023-06-01 20:01:23.990442]Train epoch [111 / 200],batch: [200 / 563],loss: -17.90691,lr: 0.00102
|
| 553 |
+
[2023-06-01 20:01:55.978861]Train epoch [111 / 200],batch: [300 / 563],loss: -17.91255,lr: 0.00102
|
| 554 |
+
[2023-06-01 20:02:27.968803]Train epoch [111 / 200],batch: [400 / 563],loss: -17.89653,lr: 0.00102
|
| 555 |
+
[2023-06-01 20:02:59.958982]Train epoch [111 / 200],batch: [500 / 563],loss: -17.88763,lr: 0.00102
|
| 556 |
+
[2023-06-01 20:03:52.920637]Train epoch [112 / 200],batch: [100 / 563],loss: -17.84221,lr: 0.00102
|
| 557 |
+
[2023-06-01 20:04:24.910949]Train epoch [112 / 200],batch: [200 / 563],loss: -17.89823,lr: 0.00102
|
| 558 |
+
[2023-06-01 20:04:56.900058]Train epoch [112 / 200],batch: [300 / 563],loss: -17.90739,lr: 0.00102
|
| 559 |
+
[2023-06-01 20:05:28.888889]Train epoch [112 / 200],batch: [400 / 563],loss: -17.89751,lr: 0.00102
|
| 560 |
+
[2023-06-01 20:06:00.878286]Train epoch [112 / 200],batch: [500 / 563],loss: -17.89140,lr: 0.00102
|
| 561 |
+
[2023-06-01 20:06:53.701103]Train epoch [113 / 200],batch: [100 / 563],loss: -17.89724,lr: 0.00102
|
| 562 |
+
[2023-06-01 20:07:25.689696]Train epoch [113 / 200],batch: [200 / 563],loss: -17.88987,lr: 0.00102
|
| 563 |
+
[2023-06-01 20:07:57.679962]Train epoch [113 / 200],batch: [300 / 563],loss: -17.93893,lr: 0.00102
|
| 564 |
+
[2023-06-01 20:08:29.669749]Train epoch [113 / 200],batch: [400 / 563],loss: -17.90664,lr: 0.00102
|
| 565 |
+
[2023-06-01 20:09:01.659210]Train epoch [113 / 200],batch: [500 / 563],loss: -17.91349,lr: 0.00102
|
| 566 |
+
[2023-06-01 20:09:54.620594]Train epoch [114 / 200],batch: [100 / 563],loss: -17.88180,lr: 0.00102
|
| 567 |
+
[2023-06-01 20:10:26.609769]Train epoch [114 / 200],batch: [200 / 563],loss: -17.89224,lr: 0.00102
|
| 568 |
+
[2023-06-01 20:10:58.598992]Train epoch [114 / 200],batch: [300 / 563],loss: -17.92571,lr: 0.00102
|
| 569 |
+
[2023-06-01 20:11:30.588807]Train epoch [114 / 200],batch: [400 / 563],loss: -17.91678,lr: 0.00102
|
| 570 |
+
[2023-06-01 20:12:02.579273]Train epoch [114 / 200],batch: [500 / 563],loss: -17.91372,lr: 0.00102
|
| 571 |
+
[2023-06-01 20:12:55.421414]Train epoch [115 / 200],batch: [100 / 563],loss: -17.97998,lr: 0.00102
|
| 572 |
+
[2023-06-01 20:13:27.409805]Train epoch [115 / 200],batch: [200 / 563],loss: -17.95435,lr: 0.00102
|
| 573 |
+
[2023-06-01 20:13:59.400234]Train epoch [115 / 200],batch: [300 / 563],loss: -17.93128,lr: 0.00102
|
| 574 |
+
[2023-06-01 20:14:31.388281]Train epoch [115 / 200],batch: [400 / 563],loss: -17.92243,lr: 0.00102
|
| 575 |
+
[2023-06-01 20:15:03.377985]Train epoch [115 / 200],batch: [500 / 563],loss: -17.90602,lr: 0.00102
|
| 576 |
+
[2023-06-01 20:15:56.201395]Train epoch [116 / 200],batch: [100 / 563],loss: -17.91228,lr: 0.00099
|
| 577 |
+
[2023-06-01 20:16:28.189355]Train epoch [116 / 200],batch: [200 / 563],loss: -17.94658,lr: 0.00099
|
| 578 |
+
[2023-06-01 20:17:00.179549]Train epoch [116 / 200],batch: [300 / 563],loss: -17.96441,lr: 0.00099
|
| 579 |
+
[2023-06-01 20:17:32.168645]Train epoch [116 / 200],batch: [400 / 563],loss: -17.95532,lr: 0.00099
|
| 580 |
+
[2023-06-01 20:18:04.158622]Train epoch [116 / 200],batch: [500 / 563],loss: -17.92995,lr: 0.00099
|
| 581 |
+
[2023-06-01 20:18:57.001161]Train epoch [117 / 200],batch: [100 / 563],loss: -17.89887,lr: 0.00099
|
| 582 |
+
[2023-06-01 20:19:28.990098]Train epoch [117 / 200],batch: [200 / 563],loss: -17.91967,lr: 0.00099
|
| 583 |
+
[2023-06-01 20:20:00.979054]Train epoch [117 / 200],batch: [300 / 563],loss: -17.90804,lr: 0.00099
|
| 584 |
+
[2023-06-01 20:20:32.968635]Train epoch [117 / 200],batch: [400 / 563],loss: -17.90655,lr: 0.00099
|
| 585 |
+
[2023-06-01 20:21:04.958842]Train epoch [117 / 200],batch: [500 / 563],loss: -17.91257,lr: 0.00099
|
| 586 |
+
[2023-06-01 20:21:57.881742]Train epoch [118 / 200],batch: [100 / 563],loss: -18.02317,lr: 0.00099
|
| 587 |
+
[2023-06-01 20:22:29.870755]Train epoch [118 / 200],batch: [200 / 563],loss: -17.94313,lr: 0.00099
|
| 588 |
+
[2023-06-01 20:23:01.859763]Train epoch [118 / 200],batch: [300 / 563],loss: -17.92711,lr: 0.00099
|
| 589 |
+
[2023-06-01 20:23:33.848572]Train epoch [118 / 200],batch: [400 / 563],loss: -17.92161,lr: 0.00099
|
| 590 |
+
[2023-06-01 20:24:05.838427]Train epoch [118 / 200],batch: [500 / 563],loss: -17.92291,lr: 0.00099
|
| 591 |
+
[2023-06-01 20:24:59.080229]Train epoch [119 / 200],batch: [100 / 563],loss: -17.98424,lr: 0.00099
|
| 592 |
+
[2023-06-01 20:25:31.069471]Train epoch [119 / 200],batch: [200 / 563],loss: -17.91539,lr: 0.00099
|
| 593 |
+
[2023-06-01 20:26:03.059833]Train epoch [119 / 200],batch: [300 / 563],loss: -17.92641,lr: 0.00099
|
| 594 |
+
[2023-06-01 20:26:35.049708]Train epoch [119 / 200],batch: [400 / 563],loss: -17.94450,lr: 0.00099
|
| 595 |
+
[2023-06-01 20:27:07.038252]Train epoch [119 / 200],batch: [500 / 563],loss: -17.94050,lr: 0.00099
|
| 596 |
+
[2023-06-01 20:27:59.800756]Train epoch [120 / 200],batch: [100 / 563],loss: -17.96214,lr: 0.00099
|
| 597 |
+
[2023-06-01 20:28:31.789776]Train epoch [120 / 200],batch: [200 / 563],loss: -18.00070,lr: 0.00099
|
| 598 |
+
[2023-06-01 20:29:03.779757]Train epoch [120 / 200],batch: [300 / 563],loss: -17.97361,lr: 0.00099
|
| 599 |
+
[2023-06-01 20:29:35.768988]Train epoch [120 / 200],batch: [400 / 563],loss: -17.93606,lr: 0.00099
|
| 600 |
+
[2023-06-01 20:30:07.758456]Train epoch [120 / 200],batch: [500 / 563],loss: -17.93235,lr: 0.00099
|
| 601 |
+
[2023-06-01 20:31:00.680905]Train epoch [121 / 200],batch: [100 / 563],loss: -17.91841,lr: 0.00096
|
| 602 |
+
[2023-06-01 20:31:32.670638]Train epoch [121 / 200],batch: [200 / 563],loss: -17.92832,lr: 0.00096
|
| 603 |
+
[2023-06-01 20:32:04.660022]Train epoch [121 / 200],batch: [300 / 563],loss: -17.90035,lr: 0.00096
|
| 604 |
+
[2023-06-01 20:32:36.648888]Train epoch [121 / 200],batch: [400 / 563],loss: -17.89519,lr: 0.00096
|
| 605 |
+
[2023-06-01 20:33:08.658222]Train epoch [121 / 200],batch: [500 / 563],loss: -17.91298,lr: 0.00096
|
| 606 |
+
[2023-06-01 20:34:01.460456]Train epoch [122 / 200],batch: [100 / 563],loss: -17.92294,lr: 0.00096
|
| 607 |
+
[2023-06-01 20:34:33.449807]Train epoch [122 / 200],batch: [200 / 563],loss: -17.93524,lr: 0.00096
|
| 608 |
+
[2023-06-01 20:35:05.438989]Train epoch [122 / 200],batch: [300 / 563],loss: -17.93518,lr: 0.00096
|
| 609 |
+
[2023-06-01 20:35:37.428489]Train epoch [122 / 200],batch: [400 / 563],loss: -17.94009,lr: 0.00096
|
| 610 |
+
[2023-06-01 20:36:09.418458]Train epoch [122 / 200],batch: [500 / 563],loss: -17.94693,lr: 0.00096
|
| 611 |
+
[2023-06-01 20:37:02.361301]Train epoch [123 / 200],batch: [100 / 563],loss: -17.88235,lr: 0.00096
|
| 612 |
+
[2023-06-01 20:37:34.350335]Train epoch [123 / 200],batch: [200 / 563],loss: -17.87345,lr: 0.00096
|
| 613 |
+
[2023-06-01 20:38:06.339842]Train epoch [123 / 200],batch: [300 / 563],loss: -17.91402,lr: 0.00096
|
| 614 |
+
[2023-06-01 20:38:38.328789]Train epoch [123 / 200],batch: [400 / 563],loss: -17.92968,lr: 0.00096
|
| 615 |
+
[2023-06-01 20:39:10.318136]Train epoch [123 / 200],batch: [500 / 563],loss: -17.94248,lr: 0.00096
|
| 616 |
+
[2023-06-01 20:40:03.180624]Train epoch [124 / 200],batch: [100 / 563],loss: -17.97662,lr: 0.00096
|
| 617 |
+
[2023-06-01 20:40:35.170646]Train epoch [124 / 200],batch: [200 / 563],loss: -17.94872,lr: 0.00096
|
| 618 |
+
[2023-06-01 20:41:07.158674]Train epoch [124 / 200],batch: [300 / 563],loss: -17.91691,lr: 0.00096
|
| 619 |
+
[2023-06-01 20:41:39.148557]Train epoch [124 / 200],batch: [400 / 563],loss: -17.94197,lr: 0.00096
|
| 620 |
+
[2023-06-01 20:42:11.137976]Train epoch [124 / 200],batch: [500 / 563],loss: -17.95018,lr: 0.00096
|
| 621 |
+
[2023-06-01 20:43:04.061215]Train epoch [125 / 200],batch: [100 / 563],loss: -17.98742,lr: 0.00096
|
| 622 |
+
[2023-06-01 20:43:36.050238]Train epoch [125 / 200],batch: [200 / 563],loss: -17.99488,lr: 0.00096
|
| 623 |
+
[2023-06-01 20:44:08.039269]Train epoch [125 / 200],batch: [300 / 563],loss: -17.95460,lr: 0.00096
|
| 624 |
+
[2023-06-01 20:44:40.028308]Train epoch [125 / 200],batch: [400 / 563],loss: -17.93188,lr: 0.00096
|
| 625 |
+
[2023-06-01 20:45:12.018752]Train epoch [125 / 200],batch: [500 / 563],loss: -17.95291,lr: 0.00096
|
| 626 |
+
[2023-06-01 20:46:04.900996]Train epoch [126 / 200],batch: [100 / 563],loss: -17.97000,lr: 0.00093
|
| 627 |
+
[2023-06-01 20:46:36.890555]Train epoch [126 / 200],batch: [200 / 563],loss: -17.98017,lr: 0.00093
|
| 628 |
+
[2023-06-01 20:47:08.880796]Train epoch [126 / 200],batch: [300 / 563],loss: -17.96898,lr: 0.00093
|
| 629 |
+
[2023-06-01 20:47:40.873021]Train epoch [126 / 200],batch: [400 / 563],loss: -17.96898,lr: 0.00093
|
| 630 |
+
[2023-06-01 20:48:12.863739]Train epoch [126 / 200],batch: [500 / 563],loss: -17.95997,lr: 0.00093
|
| 631 |
+
[2023-06-01 20:49:06.026000]Train epoch [127 / 200],batch: [100 / 563],loss: -17.99476,lr: 0.00093
|
| 632 |
+
[2023-06-01 20:49:38.016597]Train epoch [127 / 200],batch: [200 / 563],loss: -17.96182,lr: 0.00093
|
| 633 |
+
[2023-06-01 20:50:10.006474]Train epoch [127 / 200],batch: [300 / 563],loss: -17.98900,lr: 0.00093
|
| 634 |
+
[2023-06-01 20:50:41.997365]Train epoch [127 / 200],batch: [400 / 563],loss: -17.97759,lr: 0.00093
|
| 635 |
+
[2023-06-01 20:51:13.988135]Train epoch [127 / 200],batch: [500 / 563],loss: -17.96244,lr: 0.00093
|
| 636 |
+
[2023-06-01 20:52:07.189508]Train epoch [128 / 200],batch: [100 / 563],loss: -17.96695,lr: 0.00093
|
| 637 |
+
[2023-06-01 20:52:39.180996]Train epoch [128 / 200],batch: [200 / 563],loss: -17.98268,lr: 0.00093
|
| 638 |
+
[2023-06-01 20:53:11.172378]Train epoch [128 / 200],batch: [300 / 563],loss: -17.96175,lr: 0.00093
|
| 639 |
+
[2023-06-01 20:53:43.160378]Train epoch [128 / 200],batch: [400 / 563],loss: -17.97612,lr: 0.00093
|
| 640 |
+
[2023-06-01 20:54:15.150287]Train epoch [128 / 200],batch: [500 / 563],loss: -17.96275,lr: 0.00093
|
| 641 |
+
[2023-06-01 20:55:08.133591]Train epoch [129 / 200],batch: [100 / 563],loss: -17.95908,lr: 0.00093
|
| 642 |
+
[2023-06-01 20:55:40.122603]Train epoch [129 / 200],batch: [200 / 563],loss: -17.95000,lr: 0.00093
|
| 643 |
+
[2023-06-01 20:56:12.112778]Train epoch [129 / 200],batch: [300 / 563],loss: -17.94478,lr: 0.00093
|
| 644 |
+
[2023-06-01 20:56:44.103736]Train epoch [129 / 200],batch: [400 / 563],loss: -17.95018,lr: 0.00093
|
| 645 |
+
[2023-06-01 20:57:16.092007]Train epoch [129 / 200],batch: [500 / 563],loss: -17.96106,lr: 0.00093
|
| 646 |
+
[2023-06-01 20:58:09.015966]Train epoch [130 / 200],batch: [100 / 563],loss: -17.95161,lr: 0.00093
|
| 647 |
+
[2023-06-01 20:58:41.004885]Train epoch [130 / 200],batch: [200 / 563],loss: -17.95174,lr: 0.00093
|
| 648 |
+
[2023-06-01 20:59:12.995011]Train epoch [130 / 200],batch: [300 / 563],loss: -17.92926,lr: 0.00093
|
| 649 |
+
[2023-06-01 20:59:44.984869]Train epoch [130 / 200],batch: [400 / 563],loss: -17.95359,lr: 0.00093
|
| 650 |
+
[2023-06-01 21:00:16.974755]Train epoch [130 / 200],batch: [500 / 563],loss: -17.97484,lr: 0.00093
|
| 651 |
+
[2023-06-01 21:01:09.838186]Train epoch [131 / 200],batch: [100 / 563],loss: -18.08092,lr: 0.00091
|
| 652 |
+
[2023-06-01 21:01:41.828876]Train epoch [131 / 200],batch: [200 / 563],loss: -18.03457,lr: 0.00091
|
| 653 |
+
[2023-06-01 21:02:13.816511]Train epoch [131 / 200],batch: [300 / 563],loss: -18.01154,lr: 0.00091
|
| 654 |
+
[2023-06-01 21:02:45.806397]Train epoch [131 / 200],batch: [400 / 563],loss: -17.99486,lr: 0.00091
|
| 655 |
+
[2023-06-01 21:03:17.796117]Train epoch [131 / 200],batch: [500 / 563],loss: -17.98677,lr: 0.00091
|
| 656 |
+
[2023-06-01 21:04:11.079063]Train epoch [132 / 200],batch: [100 / 563],loss: -18.06569,lr: 0.00091
|
| 657 |
+
[2023-06-01 21:04:43.068951]Train epoch [132 / 200],batch: [200 / 563],loss: -18.04636,lr: 0.00091
|
| 658 |
+
[2023-06-01 21:05:15.058138]Train epoch [132 / 200],batch: [300 / 563],loss: -18.02831,lr: 0.00091
|
| 659 |
+
[2023-06-01 21:05:47.047660]Train epoch [132 / 200],batch: [400 / 563],loss: -17.99166,lr: 0.00091
|
| 660 |
+
[2023-06-01 21:06:19.036566]Train epoch [132 / 200],batch: [500 / 563],loss: -17.98712,lr: 0.00091
|
| 661 |
+
[2023-06-01 21:07:12.020166]Train epoch [133 / 200],batch: [100 / 563],loss: -17.94022,lr: 0.00091
|
| 662 |
+
[2023-06-01 21:07:44.010231]Train epoch [133 / 200],batch: [200 / 563],loss: -17.97229,lr: 0.00091
|
| 663 |
+
[2023-06-01 21:08:15.999003]Train epoch [133 / 200],batch: [300 / 563],loss: -17.98188,lr: 0.00091
|
| 664 |
+
[2023-06-01 21:08:47.989288]Train epoch [133 / 200],batch: [400 / 563],loss: -17.97497,lr: 0.00091
|
| 665 |
+
[2023-06-01 21:09:19.977832]Train epoch [133 / 200],batch: [500 / 563],loss: -17.98089,lr: 0.00091
|
| 666 |
+
[2023-06-01 21:10:12.960750]Train epoch [134 / 200],batch: [100 / 563],loss: -18.01393,lr: 0.00091
|
| 667 |
+
[2023-06-01 21:10:44.950535]Train epoch [134 / 200],batch: [200 / 563],loss: -17.99111,lr: 0.00091
|
| 668 |
+
[2023-06-01 21:11:16.940069]Train epoch [134 / 200],batch: [300 / 563],loss: -17.97835,lr: 0.00091
|
| 669 |
+
[2023-06-01 21:11:48.930273]Train epoch [134 / 200],batch: [400 / 563],loss: -17.97914,lr: 0.00091
|
| 670 |
+
[2023-06-01 21:12:20.920277]Train epoch [134 / 200],batch: [500 / 563],loss: -17.97578,lr: 0.00091
|
| 671 |
+
[2023-06-01 21:13:14.181439]Train epoch [135 / 200],batch: [100 / 563],loss: -18.01494,lr: 0.00091
|
| 672 |
+
[2023-06-01 21:13:46.171239]Train epoch [135 / 200],batch: [200 / 563],loss: -17.99564,lr: 0.00091
|
| 673 |
+
[2023-06-01 21:14:18.161184]Train epoch [135 / 200],batch: [300 / 563],loss: -17.97892,lr: 0.00091
|
| 674 |
+
[2023-06-01 21:14:50.152885]Train epoch [135 / 200],batch: [400 / 563],loss: -17.98451,lr: 0.00091
|
| 675 |
+
[2023-06-01 21:15:22.140004]Train epoch [135 / 200],batch: [500 / 563],loss: -17.97341,lr: 0.00091
|
| 676 |
+
[2023-06-01 21:16:15.043284]Train epoch [136 / 200],batch: [100 / 563],loss: -17.97824,lr: 0.00088
|
| 677 |
+
[2023-06-01 21:16:47.032057]Train epoch [136 / 200],batch: [200 / 563],loss: -17.98389,lr: 0.00088
|
| 678 |
+
[2023-06-01 21:17:19.022349]Train epoch [136 / 200],batch: [300 / 563],loss: -18.01526,lr: 0.00088
|
| 679 |
+
[2023-06-01 21:17:51.012756]Train epoch [136 / 200],batch: [400 / 563],loss: -18.00620,lr: 0.00088
|
| 680 |
+
[2023-06-01 21:18:23.000778]Train epoch [136 / 200],batch: [500 / 563],loss: -18.01125,lr: 0.00088
|
| 681 |
+
[2023-06-01 21:19:16.223995]Train epoch [137 / 200],batch: [100 / 563],loss: -18.01001,lr: 0.00088
|
| 682 |
+
[2023-06-01 21:19:48.212959]Train epoch [137 / 200],batch: [200 / 563],loss: -18.03185,lr: 0.00088
|
| 683 |
+
[2023-06-01 21:20:20.202108]Train epoch [137 / 200],batch: [300 / 563],loss: -18.00081,lr: 0.00088
|
| 684 |
+
[2023-06-01 21:20:52.191662]Train epoch [137 / 200],batch: [400 / 563],loss: -18.01119,lr: 0.00088
|
| 685 |
+
[2023-06-01 21:21:24.181986]Train epoch [137 / 200],batch: [500 / 563],loss: -17.99536,lr: 0.00088
|
| 686 |
+
[2023-06-01 21:22:17.064961]Train epoch [138 / 200],batch: [100 / 563],loss: -18.01684,lr: 0.00088
|
| 687 |
+
[2023-06-01 21:22:49.053935]Train epoch [138 / 200],batch: [200 / 563],loss: -17.98796,lr: 0.00088
|
| 688 |
+
[2023-06-01 21:23:21.043451]Train epoch [138 / 200],batch: [300 / 563],loss: -17.99391,lr: 0.00088
|
| 689 |
+
[2023-06-01 21:23:53.032744]Train epoch [138 / 200],batch: [400 / 563],loss: -18.00931,lr: 0.00088
|
| 690 |
+
[2023-06-01 21:24:25.021780]Train epoch [138 / 200],batch: [500 / 563],loss: -18.00070,lr: 0.00088
|
| 691 |
+
[2023-06-01 21:25:18.065821]Train epoch [139 / 200],batch: [100 / 563],loss: -17.98188,lr: 0.00088
|
| 692 |
+
[2023-06-01 21:25:50.054088]Train epoch [139 / 200],batch: [200 / 563],loss: -17.98482,lr: 0.00088
|
| 693 |
+
[2023-06-01 21:26:22.043759]Train epoch [139 / 200],batch: [300 / 563],loss: -18.00380,lr: 0.00088
|
| 694 |
+
[2023-06-01 21:26:54.033430]Train epoch [139 / 200],batch: [400 / 563],loss: -17.99399,lr: 0.00088
|
| 695 |
+
[2023-06-01 21:27:26.022990]Train epoch [139 / 200],batch: [500 / 563],loss: -17.98867,lr: 0.00088
|
| 696 |
+
[2023-06-01 21:28:18.905264]Train epoch [140 / 200],batch: [100 / 563],loss: -18.01825,lr: 0.00088
|
| 697 |
+
[2023-06-01 21:28:50.895712]Train epoch [140 / 200],batch: [200 / 563],loss: -18.02246,lr: 0.00088
|
| 698 |
+
[2023-06-01 21:29:22.885251]Train epoch [140 / 200],batch: [300 / 563],loss: -18.01346,lr: 0.00088
|
| 699 |
+
[2023-06-01 21:29:54.874664]Train epoch [140 / 200],batch: [400 / 563],loss: -17.99185,lr: 0.00088
|
| 700 |
+
[2023-06-01 21:30:26.863373]Train epoch [140 / 200],batch: [500 / 563],loss: -18.00153,lr: 0.00088
|
| 701 |
+
[2023-06-01 21:31:20.026042]Train epoch [141 / 200],batch: [100 / 563],loss: -18.04006,lr: 0.00085
|
| 702 |
+
[2023-06-01 21:31:52.015398]Train epoch [141 / 200],batch: [200 / 563],loss: -18.03479,lr: 0.00085
|
| 703 |
+
[2023-06-01 21:32:24.384917]Train epoch [141 / 200],batch: [300 / 563],loss: -17.98854,lr: 0.00085
|
| 704 |
+
[2023-06-01 21:32:56.374417]Train epoch [141 / 200],batch: [400 / 563],loss: -18.01102,lr: 0.00085
|
| 705 |
+
[2023-06-01 21:33:28.364501]Train epoch [141 / 200],batch: [500 / 563],loss: -18.01982,lr: 0.00085
|
| 706 |
+
[2023-06-01 21:34:21.187786]Train epoch [142 / 200],batch: [100 / 563],loss: -17.96932,lr: 0.00085
|
| 707 |
+
[2023-06-01 21:34:53.177689]Train epoch [142 / 200],batch: [200 / 563],loss: -18.01521,lr: 0.00085
|
| 708 |
+
[2023-06-01 21:35:25.194871]Train epoch [142 / 200],batch: [300 / 563],loss: -18.03512,lr: 0.00085
|
| 709 |
+
[2023-06-01 21:35:57.175833]Train epoch [142 / 200],batch: [400 / 563],loss: -18.03829,lr: 0.00085
|
| 710 |
+
[2023-06-01 21:36:29.164140]Train epoch [142 / 200],batch: [500 / 563],loss: -18.02328,lr: 0.00085
|
| 711 |
+
[2023-06-01 21:37:22.127236]Train epoch [143 / 200],batch: [100 / 563],loss: -17.92812,lr: 0.00085
|
| 712 |
+
[2023-06-01 21:37:54.116811]Train epoch [143 / 200],batch: [200 / 563],loss: -17.97178,lr: 0.00085
|
| 713 |
+
[2023-06-01 21:38:26.107160]Train epoch [143 / 200],batch: [300 / 563],loss: -18.01383,lr: 0.00085
|
| 714 |
+
[2023-06-01 21:38:58.097791]Train epoch [143 / 200],batch: [400 / 563],loss: -18.01688,lr: 0.00085
|
| 715 |
+
[2023-06-01 21:39:30.087287]Train epoch [143 / 200],batch: [500 / 563],loss: -18.01999,lr: 0.00085
|
| 716 |
+
[2023-06-01 21:40:22.908380]Train epoch [144 / 200],batch: [100 / 563],loss: -18.09855,lr: 0.00085
|
| 717 |
+
[2023-06-01 21:40:54.897928]Train epoch [144 / 200],batch: [200 / 563],loss: -18.04691,lr: 0.00085
|
| 718 |
+
[2023-06-01 21:41:26.887327]Train epoch [144 / 200],batch: [300 / 563],loss: -18.02507,lr: 0.00085
|
| 719 |
+
[2023-06-01 21:41:58.876234]Train epoch [144 / 200],batch: [400 / 563],loss: -18.00841,lr: 0.00085
|
| 720 |
+
[2023-06-01 21:42:30.865968]Train epoch [144 / 200],batch: [500 / 563],loss: -18.00431,lr: 0.00085
|
| 721 |
+
[2023-06-01 21:43:24.068901]Train epoch [145 / 200],batch: [100 / 563],loss: -18.12856,lr: 0.00085
|
| 722 |
+
[2023-06-01 21:43:56.058136]Train epoch [145 / 200],batch: [200 / 563],loss: -18.06696,lr: 0.00085
|
| 723 |
+
[2023-06-01 21:44:28.047625]Train epoch [145 / 200],batch: [300 / 563],loss: -18.02183,lr: 0.00085
|
| 724 |
+
[2023-06-01 21:45:00.037344]Train epoch [145 / 200],batch: [400 / 563],loss: -18.02257,lr: 0.00085
|
| 725 |
+
[2023-06-01 21:45:32.026874]Train epoch [145 / 200],batch: [500 / 563],loss: -18.01693,lr: 0.00085
|
| 726 |
+
[2023-06-01 21:46:25.250254]Train epoch [146 / 200],batch: [100 / 563],loss: -18.02499,lr: 0.00083
|
| 727 |
+
[2023-06-01 21:46:57.240446]Train epoch [146 / 200],batch: [200 / 563],loss: -18.01108,lr: 0.00083
|
| 728 |
+
[2023-06-01 21:47:29.228291]Train epoch [146 / 200],batch: [300 / 563],loss: -18.01569,lr: 0.00083
|
| 729 |
+
[2023-06-01 21:48:01.218040]Train epoch [146 / 200],batch: [400 / 563],loss: -18.00346,lr: 0.00083
|
| 730 |
+
[2023-06-01 21:48:33.206987]Train epoch [146 / 200],batch: [500 / 563],loss: -18.00894,lr: 0.00083
|
| 731 |
+
[2023-06-01 21:49:26.030528]Train epoch [147 / 200],batch: [100 / 563],loss: -18.07411,lr: 0.00083
|
| 732 |
+
[2023-06-01 21:49:58.019121]Train epoch [147 / 200],batch: [200 / 563],loss: -18.04979,lr: 0.00083
|
| 733 |
+
[2023-06-01 21:50:30.009006]Train epoch [147 / 200],batch: [300 / 563],loss: -18.03610,lr: 0.00083
|
| 734 |
+
[2023-06-01 21:51:01.998941]Train epoch [147 / 200],batch: [400 / 563],loss: -18.02482,lr: 0.00083
|
| 735 |
+
[2023-06-01 21:51:33.988410]Train epoch [147 / 200],batch: [500 / 563],loss: -18.02145,lr: 0.00083
|
| 736 |
+
[2023-06-01 21:52:27.150572]Train epoch [148 / 200],batch: [100 / 563],loss: -18.02027,lr: 0.00083
|
| 737 |
+
[2023-06-01 21:52:59.140469]Train epoch [148 / 200],batch: [200 / 563],loss: -18.03066,lr: 0.00083
|
| 738 |
+
[2023-06-01 21:53:31.129900]Train epoch [148 / 200],batch: [300 / 563],loss: -18.03013,lr: 0.00083
|
| 739 |
+
[2023-06-01 21:54:03.119353]Train epoch [148 / 200],batch: [400 / 563],loss: -18.03277,lr: 0.00083
|
| 740 |
+
[2023-06-01 21:54:35.108378]Train epoch [148 / 200],batch: [500 / 563],loss: -18.02907,lr: 0.00083
|
| 741 |
+
[2023-06-01 21:55:27.888822]Train epoch [149 / 200],batch: [100 / 563],loss: -18.07828,lr: 0.00083
|
| 742 |
+
[2023-06-01 21:55:59.875147]Train epoch [149 / 200],batch: [200 / 563],loss: -18.01426,lr: 0.00083
|
| 743 |
+
[2023-06-01 21:56:31.864112]Train epoch [149 / 200],batch: [300 / 563],loss: -18.03703,lr: 0.00083
|
| 744 |
+
[2023-06-01 21:57:03.852330]Train epoch [149 / 200],batch: [400 / 563],loss: -18.03447,lr: 0.00083
|
| 745 |
+
[2023-06-01 21:57:35.840080]Train epoch [149 / 200],batch: [500 / 563],loss: -18.03417,lr: 0.00083
|
| 746 |
+
[2023-06-01 21:58:28.819120]Train epoch [150 / 200],batch: [100 / 563],loss: -17.96937,lr: 0.00083
|
| 747 |
+
[2023-06-01 21:59:00.807509]Train epoch [150 / 200],batch: [200 / 563],loss: -18.02104,lr: 0.00083
|
| 748 |
+
[2023-06-01 21:59:32.796489]Train epoch [150 / 200],batch: [300 / 563],loss: -18.05482,lr: 0.00083
|
| 749 |
+
[2023-06-01 22:00:04.784907]Train epoch [150 / 200],batch: [400 / 563],loss: -18.04506,lr: 0.00083
|
| 750 |
+
[2023-06-01 22:00:36.773152]Train epoch [150 / 200],batch: [500 / 563],loss: -18.02642,lr: 0.00083
|
| 751 |
+
[2023-06-01 22:01:29.633809]Train epoch [151 / 200],batch: [100 / 563],loss: -18.04484,lr: 0.00080
|
| 752 |
+
[2023-06-01 22:02:01.622644]Train epoch [151 / 200],batch: [200 / 563],loss: -18.01513,lr: 0.00080
|
| 753 |
+
[2023-06-01 22:02:33.610723]Train epoch [151 / 200],batch: [300 / 563],loss: -18.03308,lr: 0.00080
|
| 754 |
+
[2023-06-01 22:03:05.599208]Train epoch [151 / 200],batch: [400 / 563],loss: -18.03293,lr: 0.00080
|
| 755 |
+
[2023-06-01 22:03:37.588506]Train epoch [151 / 200],batch: [500 / 563],loss: -18.02947,lr: 0.00080
|
| 756 |
+
[2023-06-01 22:04:30.829496]Train epoch [152 / 200],batch: [100 / 563],loss: -17.97610,lr: 0.00080
|
| 757 |
+
[2023-06-01 22:05:02.817459]Train epoch [152 / 200],batch: [200 / 563],loss: -17.99148,lr: 0.00080
|
| 758 |
+
[2023-06-01 22:05:34.805891]Train epoch [152 / 200],batch: [300 / 563],loss: -17.98725,lr: 0.00080
|
| 759 |
+
[2023-06-01 22:06:06.795398]Train epoch [152 / 200],batch: [400 / 563],loss: -18.02464,lr: 0.00080
|
| 760 |
+
[2023-06-01 22:06:38.785227]Train epoch [152 / 200],batch: [500 / 563],loss: -18.03368,lr: 0.00080
|
| 761 |
+
[2023-06-01 22:07:31.825668]Train epoch [153 / 200],batch: [100 / 563],loss: -18.10356,lr: 0.00080
|
| 762 |
+
[2023-06-01 22:08:03.815009]Train epoch [153 / 200],batch: [200 / 563],loss: -18.03605,lr: 0.00080
|
| 763 |
+
[2023-06-01 22:08:35.804045]Train epoch [153 / 200],batch: [300 / 563],loss: -18.04472,lr: 0.00080
|
| 764 |
+
[2023-06-01 22:09:07.792130]Train epoch [153 / 200],batch: [400 / 563],loss: -18.04193,lr: 0.00080
|
| 765 |
+
[2023-06-01 22:09:39.781315]Train epoch [153 / 200],batch: [500 / 563],loss: -18.04287,lr: 0.00080
|
| 766 |
+
[2023-06-01 22:10:32.903699]Train epoch [154 / 200],batch: [100 / 563],loss: -18.03059,lr: 0.00080
|
| 767 |
+
[2023-06-01 22:11:04.891926]Train epoch [154 / 200],batch: [200 / 563],loss: -17.99957,lr: 0.00080
|
| 768 |
+
[2023-06-01 22:11:36.881218]Train epoch [154 / 200],batch: [300 / 563],loss: -18.02818,lr: 0.00080
|
| 769 |
+
[2023-06-01 22:12:08.870067]Train epoch [154 / 200],batch: [400 / 563],loss: -18.02375,lr: 0.00080
|
| 770 |
+
[2023-06-01 22:12:40.858813]Train epoch [154 / 200],batch: [500 / 563],loss: -18.01933,lr: 0.00080
|
| 771 |
+
[2023-06-01 22:13:33.940816]Train epoch [155 / 200],batch: [100 / 563],loss: -18.04274,lr: 0.00080
|
| 772 |
+
[2023-06-01 22:14:05.930320]Train epoch [155 / 200],batch: [200 / 563],loss: -18.01520,lr: 0.00080
|
| 773 |
+
[2023-06-01 22:14:37.919493]Train epoch [155 / 200],batch: [300 / 563],loss: -18.04165,lr: 0.00080
|
| 774 |
+
[2023-06-01 22:15:09.907889]Train epoch [155 / 200],batch: [400 / 563],loss: -18.05575,lr: 0.00080
|
| 775 |
+
[2023-06-01 22:15:41.897081]Train epoch [155 / 200],batch: [500 / 563],loss: -18.05964,lr: 0.00080
|
| 776 |
+
[2023-06-01 22:16:34.779377]Train epoch [156 / 200],batch: [100 / 563],loss: -18.05967,lr: 0.00078
|
| 777 |
+
[2023-06-01 22:17:06.768347]Train epoch [156 / 200],batch: [200 / 563],loss: -18.08441,lr: 0.00078
|
| 778 |
+
[2023-06-01 22:17:38.756740]Train epoch [156 / 200],batch: [300 / 563],loss: -18.06761,lr: 0.00078
|
| 779 |
+
[2023-06-01 22:18:10.746219]Train epoch [156 / 200],batch: [400 / 563],loss: -18.03644,lr: 0.00078
|
| 780 |
+
[2023-06-01 22:18:42.736074]Train epoch [156 / 200],batch: [500 / 563],loss: -18.04083,lr: 0.00078
|
| 781 |
+
[2023-06-01 22:19:36.017743]Train epoch [157 / 200],batch: [100 / 563],loss: -18.05095,lr: 0.00078
|
| 782 |
+
[2023-06-01 22:20:08.006525]Train epoch [157 / 200],batch: [200 / 563],loss: -18.04883,lr: 0.00078
|
| 783 |
+
[2023-06-01 22:20:39.996295]Train epoch [157 / 200],batch: [300 / 563],loss: -18.05636,lr: 0.00078
|
| 784 |
+
[2023-06-01 22:21:11.985865]Train epoch [157 / 200],batch: [400 / 563],loss: -18.07280,lr: 0.00078
|
| 785 |
+
[2023-06-01 22:21:43.975271]Train epoch [157 / 200],batch: [500 / 563],loss: -18.07290,lr: 0.00078
|
| 786 |
+
[2023-06-01 22:22:37.196092]Train epoch [158 / 200],batch: [100 / 563],loss: -18.16211,lr: 0.00078
|
| 787 |
+
[2023-06-01 22:23:09.187094]Train epoch [158 / 200],batch: [200 / 563],loss: -18.10349,lr: 0.00078
|
| 788 |
+
[2023-06-01 22:23:41.174771]Train epoch [158 / 200],batch: [300 / 563],loss: -18.05863,lr: 0.00078
|
| 789 |
+
[2023-06-01 22:24:13.163727]Train epoch [158 / 200],batch: [400 / 563],loss: -18.06993,lr: 0.00078
|
| 790 |
+
[2023-06-01 22:24:45.153204]Train epoch [158 / 200],batch: [500 / 563],loss: -18.05654,lr: 0.00078
|
| 791 |
+
[2023-06-01 22:25:38.375619]Train epoch [159 / 200],batch: [100 / 563],loss: -18.02676,lr: 0.00078
|
| 792 |
+
[2023-06-01 22:26:10.364579]Train epoch [159 / 200],batch: [200 / 563],loss: -18.07091,lr: 0.00078
|
| 793 |
+
[2023-06-01 22:26:42.353345]Train epoch [159 / 200],batch: [300 / 563],loss: -18.07456,lr: 0.00078
|
| 794 |
+
[2023-06-01 22:27:14.343005]Train epoch [159 / 200],batch: [400 / 563],loss: -18.08085,lr: 0.00078
|
| 795 |
+
[2023-06-01 22:27:46.332351]Train epoch [159 / 200],batch: [500 / 563],loss: -18.07254,lr: 0.00078
|
| 796 |
+
[2023-06-01 22:28:39.534070]Train epoch [160 / 200],batch: [100 / 563],loss: -18.00975,lr: 0.00078
|
| 797 |
+
[2023-06-01 22:29:11.523786]Train epoch [160 / 200],batch: [200 / 563],loss: -18.06337,lr: 0.00078
|
| 798 |
+
[2023-06-01 22:29:43.513972]Train epoch [160 / 200],batch: [300 / 563],loss: -18.06322,lr: 0.00078
|
| 799 |
+
[2023-06-01 22:30:15.503208]Train epoch [160 / 200],batch: [400 / 563],loss: -18.04076,lr: 0.00078
|
| 800 |
+
[2023-06-01 22:30:47.492519]Train epoch [160 / 200],batch: [500 / 563],loss: -18.06283,lr: 0.00078
|
| 801 |
+
[2023-06-01 22:31:40.435483]Train epoch [161 / 200],batch: [100 / 563],loss: -17.98040,lr: 0.00075
|
| 802 |
+
[2023-06-01 22:32:12.424926]Train epoch [161 / 200],batch: [200 / 563],loss: -18.06363,lr: 0.00075
|
| 803 |
+
[2023-06-01 22:32:44.414017]Train epoch [161 / 200],batch: [300 / 563],loss: -18.03613,lr: 0.00075
|
| 804 |
+
[2023-06-01 22:33:16.402799]Train epoch [161 / 200],batch: [400 / 563],loss: -18.05237,lr: 0.00075
|
| 805 |
+
[2023-06-01 22:33:48.392641]Train epoch [161 / 200],batch: [500 / 563],loss: -18.05663,lr: 0.00075
|
| 806 |
+
[2023-06-01 22:34:41.275173]Train epoch [162 / 200],batch: [100 / 563],loss: -18.06381,lr: 0.00075
|
| 807 |
+
[2023-06-01 22:35:13.265015]Train epoch [162 / 200],batch: [200 / 563],loss: -18.01141,lr: 0.00075
|
| 808 |
+
[2023-06-01 22:35:45.253826]Train epoch [162 / 200],batch: [300 / 563],loss: -18.04002,lr: 0.00075
|
| 809 |
+
[2023-06-01 22:36:17.243245]Train epoch [162 / 200],batch: [400 / 563],loss: -18.04362,lr: 0.00075
|
| 810 |
+
[2023-06-01 22:36:49.232846]Train epoch [162 / 200],batch: [500 / 563],loss: -18.05277,lr: 0.00075
|
| 811 |
+
[2023-06-01 22:37:42.034811]Train epoch [163 / 200],batch: [100 / 563],loss: -18.11684,lr: 0.00075
|
| 812 |
+
[2023-06-01 22:38:14.024112]Train epoch [163 / 200],batch: [200 / 563],loss: -18.08062,lr: 0.00075
|
| 813 |
+
[2023-06-01 22:38:46.013079]Train epoch [163 / 200],batch: [300 / 563],loss: -18.06058,lr: 0.00075
|
| 814 |
+
[2023-06-01 22:39:18.003412]Train epoch [163 / 200],batch: [400 / 563],loss: -18.05542,lr: 0.00075
|
| 815 |
+
[2023-06-01 22:39:49.992733]Train epoch [163 / 200],batch: [500 / 563],loss: -18.05375,lr: 0.00075
|
| 816 |
+
[2023-06-01 22:40:43.074739]Train epoch [164 / 200],batch: [100 / 563],loss: -18.11075,lr: 0.00075
|
| 817 |
+
[2023-06-01 22:41:15.063117]Train epoch [164 / 200],batch: [200 / 563],loss: -18.10946,lr: 0.00075
|
| 818 |
+
[2023-06-01 22:41:47.054158]Train epoch [164 / 200],batch: [300 / 563],loss: -18.10403,lr: 0.00075
|
| 819 |
+
[2023-06-01 22:42:19.043329]Train epoch [164 / 200],batch: [400 / 563],loss: -18.08962,lr: 0.00075
|
| 820 |
+
[2023-06-01 22:42:51.033158]Train epoch [164 / 200],batch: [500 / 563],loss: -18.07255,lr: 0.00075
|
| 821 |
+
[2023-06-01 22:43:43.854872]Train epoch [165 / 200],batch: [100 / 563],loss: -18.04287,lr: 0.00075
|
| 822 |
+
[2023-06-01 22:44:15.843404]Train epoch [165 / 200],batch: [200 / 563],loss: -18.07312,lr: 0.00075
|
| 823 |
+
[2023-06-01 22:44:47.833221]Train epoch [165 / 200],batch: [300 / 563],loss: -18.07533,lr: 0.00075
|
| 824 |
+
[2023-06-01 22:45:19.822073]Train epoch [165 / 200],batch: [400 / 563],loss: -18.07654,lr: 0.00075
|
| 825 |
+
[2023-06-01 22:45:51.811850]Train epoch [165 / 200],batch: [500 / 563],loss: -18.06499,lr: 0.00075
|
| 826 |
+
[2023-06-01 22:46:44.674978]Train epoch [166 / 200],batch: [100 / 563],loss: -18.16264,lr: 0.00073
|
| 827 |
+
[2023-06-01 22:47:16.664458]Train epoch [166 / 200],batch: [200 / 563],loss: -18.12228,lr: 0.00073
|
| 828 |
+
[2023-06-01 22:47:48.652725]Train epoch [166 / 200],batch: [300 / 563],loss: -18.10126,lr: 0.00073
|
| 829 |
+
[2023-06-01 22:48:20.642015]Train epoch [166 / 200],batch: [400 / 563],loss: -18.10382,lr: 0.00073
|
| 830 |
+
[2023-06-01 22:48:52.631003]Train epoch [166 / 200],batch: [500 / 563],loss: -18.09139,lr: 0.00073
|
| 831 |
+
[2023-06-01 22:49:45.453461]Train epoch [167 / 200],batch: [100 / 563],loss: -18.08491,lr: 0.00073
|
| 832 |
+
[2023-06-01 22:50:17.443502]Train epoch [167 / 200],batch: [200 / 563],loss: -18.05495,lr: 0.00073
|
| 833 |
+
[2023-06-01 22:50:49.431837]Train epoch [167 / 200],batch: [300 / 563],loss: -18.06898,lr: 0.00073
|
| 834 |
+
[2023-06-01 22:51:21.421454]Train epoch [167 / 200],batch: [400 / 563],loss: -18.05374,lr: 0.00073
|
| 835 |
+
[2023-06-01 22:51:53.410215]Train epoch [167 / 200],batch: [500 / 563],loss: -18.08539,lr: 0.00073
|
| 836 |
+
[2023-06-01 22:52:46.592467]Train epoch [168 / 200],batch: [100 / 563],loss: -18.06104,lr: 0.00073
|
| 837 |
+
[2023-06-01 22:53:18.583225]Train epoch [168 / 200],batch: [200 / 563],loss: -18.02706,lr: 0.00073
|
| 838 |
+
[2023-06-01 22:53:50.571214]Train epoch [168 / 200],batch: [300 / 563],loss: -18.04511,lr: 0.00073
|
| 839 |
+
[2023-06-01 22:54:22.561542]Train epoch [168 / 200],batch: [400 / 563],loss: -18.06047,lr: 0.00073
|
| 840 |
+
[2023-06-01 22:54:54.549750]Train epoch [168 / 200],batch: [500 / 563],loss: -18.07698,lr: 0.00073
|
| 841 |
+
[2023-06-01 22:55:47.332177]Train epoch [169 / 200],batch: [100 / 563],loss: -18.07177,lr: 0.00073
|
| 842 |
+
[2023-06-01 22:56:19.321352]Train epoch [169 / 200],batch: [200 / 563],loss: -18.03397,lr: 0.00073
|
| 843 |
+
[2023-06-01 22:56:51.311381]Train epoch [169 / 200],batch: [300 / 563],loss: -18.08499,lr: 0.00073
|
| 844 |
+
[2023-06-01 22:57:23.301195]Train epoch [169 / 200],batch: [400 / 563],loss: -18.08050,lr: 0.00073
|
| 845 |
+
[2023-06-01 22:57:55.289318]Train epoch [169 / 200],batch: [500 / 563],loss: -18.06918,lr: 0.00073
|
| 846 |
+
[2023-06-01 22:58:48.172248]Train epoch [170 / 200],batch: [100 / 563],loss: -17.98863,lr: 0.00073
|
| 847 |
+
[2023-06-01 22:59:20.162137]Train epoch [170 / 200],batch: [200 / 563],loss: -18.12176,lr: 0.00073
|
| 848 |
+
[2023-06-01 22:59:52.151609]Train epoch [170 / 200],batch: [300 / 563],loss: -18.09678,lr: 0.00073
|
| 849 |
+
[2023-06-01 23:00:24.139636]Train epoch [170 / 200],batch: [400 / 563],loss: -18.09082,lr: 0.00073
|
| 850 |
+
[2023-06-01 23:00:56.130438]Train epoch [170 / 200],batch: [500 / 563],loss: -18.08551,lr: 0.00073
|
| 851 |
+
[2023-06-01 23:01:49.090798]Train epoch [171 / 200],batch: [100 / 563],loss: -18.10145,lr: 0.00071
|
| 852 |
+
[2023-06-01 23:02:21.080158]Train epoch [171 / 200],batch: [200 / 563],loss: -18.09105,lr: 0.00071
|
| 853 |
+
[2023-06-01 23:02:53.070009]Train epoch [171 / 200],batch: [300 / 563],loss: -18.08295,lr: 0.00071
|
| 854 |
+
[2023-06-01 23:03:25.059797]Train epoch [171 / 200],batch: [400 / 563],loss: -18.08380,lr: 0.00071
|
| 855 |
+
[2023-06-01 23:03:57.050370]Train epoch [171 / 200],batch: [500 / 563],loss: -18.08271,lr: 0.00071
|
| 856 |
+
[2023-06-01 23:04:49.814118]Train epoch [172 / 200],batch: [100 / 563],loss: -18.13128,lr: 0.00071
|
| 857 |
+
[2023-06-01 23:05:21.802897]Train epoch [172 / 200],batch: [200 / 563],loss: -18.09639,lr: 0.00071
|
| 858 |
+
[2023-06-01 23:05:53.793243]Train epoch [172 / 200],batch: [300 / 563],loss: -18.09963,lr: 0.00071
|
| 859 |
+
[2023-06-01 23:06:25.783706]Train epoch [172 / 200],batch: [400 / 563],loss: -18.10072,lr: 0.00071
|
| 860 |
+
[2023-06-01 23:06:57.773705]Train epoch [172 / 200],batch: [500 / 563],loss: -18.09820,lr: 0.00071
|
| 861 |
+
[2023-06-01 23:07:50.795338]Train epoch [173 / 200],batch: [100 / 563],loss: -18.14558,lr: 0.00071
|
| 862 |
+
[2023-06-01 23:08:22.785945]Train epoch [173 / 200],batch: [200 / 563],loss: -18.08717,lr: 0.00071
|
| 863 |
+
[2023-06-01 23:08:54.775244]Train epoch [173 / 200],batch: [300 / 563],loss: -18.08953,lr: 0.00071
|
| 864 |
+
[2023-06-01 23:09:26.763803]Train epoch [173 / 200],batch: [400 / 563],loss: -18.08646,lr: 0.00071
|
| 865 |
+
[2023-06-01 23:09:58.755036]Train epoch [173 / 200],batch: [500 / 563],loss: -18.09003,lr: 0.00071
|
| 866 |
+
[2023-06-01 23:10:51.517568]Train epoch [174 / 200],batch: [100 / 563],loss: -18.07676,lr: 0.00071
|
| 867 |
+
[2023-06-01 23:11:23.506814]Train epoch [174 / 200],batch: [200 / 563],loss: -18.05980,lr: 0.00071
|
| 868 |
+
[2023-06-01 23:11:55.496303]Train epoch [174 / 200],batch: [300 / 563],loss: -18.09171,lr: 0.00071
|
| 869 |
+
[2023-06-01 23:12:27.485821]Train epoch [174 / 200],batch: [400 / 563],loss: -18.08260,lr: 0.00071
|
| 870 |
+
[2023-06-01 23:12:59.474397]Train epoch [174 / 200],batch: [500 / 563],loss: -18.09802,lr: 0.00071
|
| 871 |
+
[2023-06-01 23:13:52.398829]Train epoch [175 / 200],batch: [100 / 563],loss: -18.08189,lr: 0.00071
|
| 872 |
+
[2023-06-01 23:14:24.388192]Train epoch [175 / 200],batch: [200 / 563],loss: -18.07212,lr: 0.00071
|
| 873 |
+
[2023-06-01 23:14:56.376732]Train epoch [175 / 200],batch: [300 / 563],loss: -18.07041,lr: 0.00071
|
| 874 |
+
[2023-06-01 23:15:28.366528]Train epoch [175 / 200],batch: [400 / 563],loss: -18.10515,lr: 0.00071
|
| 875 |
+
[2023-06-01 23:16:00.355335]Train epoch [175 / 200],batch: [500 / 563],loss: -18.10466,lr: 0.00071
|
| 876 |
+
[2023-06-01 23:16:53.259408]Train epoch [176 / 200],batch: [100 / 563],loss: -18.11691,lr: 0.00069
|
| 877 |
+
[2023-06-01 23:17:25.248798]Train epoch [176 / 200],batch: [200 / 563],loss: -18.10014,lr: 0.00069
|
| 878 |
+
[2023-06-01 23:17:57.237806]Train epoch [176 / 200],batch: [300 / 563],loss: -18.10784,lr: 0.00069
|
| 879 |
+
[2023-06-01 23:18:29.227385]Train epoch [176 / 200],batch: [400 / 563],loss: -18.10443,lr: 0.00069
|
| 880 |
+
[2023-06-01 23:19:01.216910]Train epoch [176 / 200],batch: [500 / 563],loss: -18.09701,lr: 0.00069
|
| 881 |
+
[2023-06-01 23:19:54.458465]Train epoch [177 / 200],batch: [100 / 563],loss: -18.12666,lr: 0.00069
|
| 882 |
+
[2023-06-01 23:20:26.447719]Train epoch [177 / 200],batch: [200 / 563],loss: -18.12074,lr: 0.00069
|
| 883 |
+
[2023-06-01 23:20:58.437312]Train epoch [177 / 200],batch: [300 / 563],loss: -18.09354,lr: 0.00069
|
| 884 |
+
[2023-06-01 23:21:30.426684]Train epoch [177 / 200],batch: [400 / 563],loss: -18.07753,lr: 0.00069
|
| 885 |
+
[2023-06-01 23:22:02.416283]Train epoch [177 / 200],batch: [500 / 563],loss: -18.08538,lr: 0.00069
|
| 886 |
+
[2023-06-01 23:22:55.319638]Train epoch [178 / 200],batch: [100 / 563],loss: -18.18052,lr: 0.00069
|
| 887 |
+
[2023-06-01 23:23:27.309223]Train epoch [178 / 200],batch: [200 / 563],loss: -18.10948,lr: 0.00069
|
| 888 |
+
[2023-06-01 23:23:59.298023]Train epoch [178 / 200],batch: [300 / 563],loss: -18.10640,lr: 0.00069
|
| 889 |
+
[2023-06-01 23:24:31.287683]Train epoch [178 / 200],batch: [400 / 563],loss: -18.10297,lr: 0.00069
|
| 890 |
+
[2023-06-01 23:25:03.275963]Train epoch [178 / 200],batch: [500 / 563],loss: -18.09075,lr: 0.00069
|
| 891 |
+
[2023-06-01 23:25:56.018636]Train epoch [179 / 200],batch: [100 / 563],loss: -18.10594,lr: 0.00069
|
| 892 |
+
[2023-06-01 23:26:28.008259]Train epoch [179 / 200],batch: [200 / 563],loss: -18.12223,lr: 0.00069
|
| 893 |
+
[2023-06-01 23:26:59.997683]Train epoch [179 / 200],batch: [300 / 563],loss: -18.11563,lr: 0.00069
|
| 894 |
+
[2023-06-01 23:27:31.987859]Train epoch [179 / 200],batch: [400 / 563],loss: -18.11842,lr: 0.00069
|
| 895 |
+
[2023-06-01 23:28:03.977441]Train epoch [179 / 200],batch: [500 / 563],loss: -18.11891,lr: 0.00069
|
| 896 |
+
[2023-06-01 23:28:56.859561]Train epoch [180 / 200],batch: [100 / 563],loss: -18.03704,lr: 0.00069
|
| 897 |
+
[2023-06-01 23:29:28.847721]Train epoch [180 / 200],batch: [200 / 563],loss: -18.05601,lr: 0.00069
|
| 898 |
+
[2023-06-01 23:30:00.838505]Train epoch [180 / 200],batch: [300 / 563],loss: -18.08687,lr: 0.00069
|
| 899 |
+
[2023-06-01 23:30:32.826697]Train epoch [180 / 200],batch: [400 / 563],loss: -18.08625,lr: 0.00069
|
| 900 |
+
[2023-06-01 23:31:04.815932]Train epoch [180 / 200],batch: [500 / 563],loss: -18.09865,lr: 0.00069
|
| 901 |
+
[2023-06-01 23:31:58.038761]Train epoch [181 / 200],batch: [100 / 563],loss: -18.11170,lr: 0.00067
|
| 902 |
+
[2023-06-01 23:32:30.028102]Train epoch [181 / 200],batch: [200 / 563],loss: -18.15010,lr: 0.00067
|
| 903 |
+
[2023-06-01 23:33:02.017786]Train epoch [181 / 200],batch: [300 / 563],loss: -18.14811,lr: 0.00067
|
| 904 |
+
[2023-06-01 23:33:34.007480]Train epoch [181 / 200],batch: [400 / 563],loss: -18.12877,lr: 0.00067
|
| 905 |
+
[2023-06-01 23:34:05.996456]Train epoch [181 / 200],batch: [500 / 563],loss: -18.12619,lr: 0.00067
|
| 906 |
+
[2023-06-01 23:34:59.279630]Train epoch [182 / 200],batch: [100 / 563],loss: -18.14064,lr: 0.00067
|
| 907 |
+
[2023-06-01 23:35:31.269559]Train epoch [182 / 200],batch: [200 / 563],loss: -18.11289,lr: 0.00067
|
| 908 |
+
[2023-06-01 23:36:03.258113]Train epoch [182 / 200],batch: [300 / 563],loss: -18.11992,lr: 0.00067
|
| 909 |
+
[2023-06-01 23:36:35.246858]Train epoch [182 / 200],batch: [400 / 563],loss: -18.12925,lr: 0.00067
|
| 910 |
+
[2023-06-01 23:37:07.235391]Train epoch [182 / 200],batch: [500 / 563],loss: -18.12291,lr: 0.00067
|
| 911 |
+
[2023-06-01 23:38:00.395186]Train epoch [183 / 200],batch: [100 / 563],loss: -18.12866,lr: 0.00067
|
| 912 |
+
[2023-06-01 23:38:32.384012]Train epoch [183 / 200],batch: [200 / 563],loss: -18.10816,lr: 0.00067
|
| 913 |
+
[2023-06-01 23:39:04.372521]Train epoch [183 / 200],batch: [300 / 563],loss: -18.09061,lr: 0.00067
|
| 914 |
+
[2023-06-01 23:39:36.361433]Train epoch [183 / 200],batch: [400 / 563],loss: -18.09987,lr: 0.00067
|
| 915 |
+
[2023-06-01 23:40:08.349615]Train epoch [183 / 200],batch: [500 / 563],loss: -18.11083,lr: 0.00067
|
| 916 |
+
[2023-06-01 23:41:01.310394]Train epoch [184 / 200],batch: [100 / 563],loss: -18.05413,lr: 0.00067
|
| 917 |
+
[2023-06-01 23:41:33.299593]Train epoch [184 / 200],batch: [200 / 563],loss: -18.08405,lr: 0.00067
|
| 918 |
+
[2023-06-01 23:42:05.288128]Train epoch [184 / 200],batch: [300 / 563],loss: -18.08370,lr: 0.00067
|
| 919 |
+
[2023-06-01 23:42:37.276757]Train epoch [184 / 200],batch: [400 / 563],loss: -18.09855,lr: 0.00067
|
| 920 |
+
[2023-06-01 23:43:09.265071]Train epoch [184 / 200],batch: [500 / 563],loss: -18.11102,lr: 0.00067
|
| 921 |
+
[2023-06-01 23:44:02.206572]Train epoch [185 / 200],batch: [100 / 563],loss: -18.05009,lr: 0.00067
|
| 922 |
+
[2023-06-01 23:44:34.195485]Train epoch [185 / 200],batch: [200 / 563],loss: -18.09561,lr: 0.00067
|
| 923 |
+
[2023-06-01 23:45:06.184952]Train epoch [185 / 200],batch: [300 / 563],loss: -18.11618,lr: 0.00067
|
| 924 |
+
[2023-06-01 23:45:38.174031]Train epoch [185 / 200],batch: [400 / 563],loss: -18.13343,lr: 0.00067
|
| 925 |
+
[2023-06-01 23:46:10.161895]Train epoch [185 / 200],batch: [500 / 563],loss: -18.12556,lr: 0.00067
|
| 926 |
+
[2023-06-01 23:47:02.883506]Train epoch [186 / 200],batch: [100 / 563],loss: -18.16424,lr: 0.00065
|
| 927 |
+
[2023-06-01 23:47:34.872368]Train epoch [186 / 200],batch: [200 / 563],loss: -18.09074,lr: 0.00065
|
| 928 |
+
[2023-06-01 23:48:06.860872]Train epoch [186 / 200],batch: [300 / 563],loss: -18.13123,lr: 0.00065
|
| 929 |
+
[2023-06-01 23:48:38.850979]Train epoch [186 / 200],batch: [400 / 563],loss: -18.11315,lr: 0.00065
|
| 930 |
+
[2023-06-01 23:49:10.839437]Train epoch [186 / 200],batch: [500 / 563],loss: -18.11719,lr: 0.00065
|
| 931 |
+
[2023-06-01 23:50:03.681799]Train epoch [187 / 200],batch: [100 / 563],loss: -18.13702,lr: 0.00065
|
| 932 |
+
[2023-06-01 23:50:35.671199]Train epoch [187 / 200],batch: [200 / 563],loss: -18.12317,lr: 0.00065
|
| 933 |
+
[2023-06-01 23:51:07.658598]Train epoch [187 / 200],batch: [300 / 563],loss: -18.10476,lr: 0.00065
|
| 934 |
+
[2023-06-01 23:51:39.647696]Train epoch [187 / 200],batch: [400 / 563],loss: -18.08403,lr: 0.00065
|
| 935 |
+
[2023-06-01 23:52:11.637404]Train epoch [187 / 200],batch: [500 / 563],loss: -18.10241,lr: 0.00065
|
| 936 |
+
[2023-06-01 23:53:04.559587]Train epoch [188 / 200],batch: [100 / 563],loss: -18.09900,lr: 0.00065
|
| 937 |
+
[2023-06-01 23:53:36.546764]Train epoch [188 / 200],batch: [200 / 563],loss: -18.13354,lr: 0.00065
|
| 938 |
+
[2023-06-01 23:54:08.536392]Train epoch [188 / 200],batch: [300 / 563],loss: -18.11943,lr: 0.00065
|
| 939 |
+
[2023-06-01 23:54:40.525454]Train epoch [188 / 200],batch: [400 / 563],loss: -18.11292,lr: 0.00065
|
| 940 |
+
[2023-06-01 23:55:12.514498]Train epoch [188 / 200],batch: [500 / 563],loss: -18.10826,lr: 0.00065
|
| 941 |
+
[2023-06-01 23:56:05.256757]Train epoch [189 / 200],batch: [100 / 563],loss: -18.11705,lr: 0.00065
|
| 942 |
+
[2023-06-01 23:56:37.246814]Train epoch [189 / 200],batch: [200 / 563],loss: -18.11810,lr: 0.00065
|
| 943 |
+
[2023-06-01 23:57:09.235223]Train epoch [189 / 200],batch: [300 / 563],loss: -18.09375,lr: 0.00065
|
| 944 |
+
[2023-06-01 23:57:41.224079]Train epoch [189 / 200],batch: [400 / 563],loss: -18.09659,lr: 0.00065
|
| 945 |
+
[2023-06-01 23:58:13.212943]Train epoch [189 / 200],batch: [500 / 563],loss: -18.10461,lr: 0.00065
|
| 946 |
+
[2023-06-01 23:59:06.134822]Train epoch [190 / 200],batch: [100 / 563],loss: -18.22046,lr: 0.00065
|
| 947 |
+
[2023-06-01 23:59:38.123680]Train epoch [190 / 200],batch: [200 / 563],loss: -18.16964,lr: 0.00065
|
| 948 |
+
[2023-06-02 00:00:10.113577]Train epoch [190 / 200],batch: [300 / 563],loss: -18.14583,lr: 0.00065
|
| 949 |
+
[2023-06-02 00:00:42.102344]Train epoch [190 / 200],batch: [400 / 563],loss: -18.11775,lr: 0.00065
|
| 950 |
+
[2023-06-02 00:01:14.091680]Train epoch [190 / 200],batch: [500 / 563],loss: -18.12154,lr: 0.00065
|
| 951 |
+
[2023-06-02 00:02:06.993421]Train epoch [191 / 200],batch: [100 / 563],loss: -18.14238,lr: 0.00063
|
| 952 |
+
[2023-06-02 00:02:38.983116]Train epoch [191 / 200],batch: [200 / 563],loss: -18.18383,lr: 0.00063
|
| 953 |
+
[2023-06-02 00:03:10.973041]Train epoch [191 / 200],batch: [300 / 563],loss: -18.16387,lr: 0.00063
|
| 954 |
+
[2023-06-02 00:03:42.962062]Train epoch [191 / 200],batch: [400 / 563],loss: -18.15493,lr: 0.00063
|
| 955 |
+
[2023-06-02 00:04:14.949915]Train epoch [191 / 200],batch: [500 / 563],loss: -18.14524,lr: 0.00063
|
| 956 |
+
[2023-06-02 00:05:08.052223]Train epoch [192 / 200],batch: [100 / 563],loss: -18.13764,lr: 0.00063
|
| 957 |
+
[2023-06-02 00:05:40.041018]Train epoch [192 / 200],batch: [200 / 563],loss: -18.12928,lr: 0.00063
|
| 958 |
+
[2023-06-02 00:06:12.029750]Train epoch [192 / 200],batch: [300 / 563],loss: -18.15129,lr: 0.00063
|
| 959 |
+
[2023-06-02 00:06:44.019632]Train epoch [192 / 200],batch: [400 / 563],loss: -18.13760,lr: 0.00063
|
| 960 |
+
[2023-06-02 00:07:16.009644]Train epoch [192 / 200],batch: [500 / 563],loss: -18.13476,lr: 0.00063
|
| 961 |
+
[2023-06-02 00:08:08.970718]Train epoch [193 / 200],batch: [100 / 563],loss: -18.12536,lr: 0.00063
|
| 962 |
+
[2023-06-02 00:08:40.959888]Train epoch [193 / 200],batch: [200 / 563],loss: -18.12575,lr: 0.00063
|
| 963 |
+
[2023-06-02 00:09:12.949219]Train epoch [193 / 200],batch: [300 / 563],loss: -18.14822,lr: 0.00063
|
| 964 |
+
[2023-06-02 00:09:44.938395]Train epoch [193 / 200],batch: [400 / 563],loss: -18.12965,lr: 0.00063
|
| 965 |
+
[2023-06-02 00:10:16.927826]Train epoch [193 / 200],batch: [500 / 563],loss: -18.12118,lr: 0.00063
|
| 966 |
+
[2023-06-02 00:11:09.671618]Train epoch [194 / 200],batch: [100 / 563],loss: -18.19089,lr: 0.00063
|
| 967 |
+
[2023-06-02 00:11:41.662677]Train epoch [194 / 200],batch: [200 / 563],loss: -18.17150,lr: 0.00063
|
| 968 |
+
[2023-06-02 00:12:13.654544]Train epoch [194 / 200],batch: [300 / 563],loss: -18.14085,lr: 0.00063
|
| 969 |
+
[2023-06-02 00:12:45.644939]Train epoch [194 / 200],batch: [400 / 563],loss: -18.13712,lr: 0.00063
|
| 970 |
+
[2023-06-02 00:13:17.636157]Train epoch [194 / 200],batch: [500 / 563],loss: -18.13154,lr: 0.00063
|
| 971 |
+
[2023-06-02 00:14:10.880567]Train epoch [195 / 200],batch: [100 / 563],loss: -18.25349,lr: 0.00063
|
| 972 |
+
[2023-06-02 00:14:42.871469]Train epoch [195 / 200],batch: [200 / 563],loss: -18.17685,lr: 0.00063
|
| 973 |
+
[2023-06-02 00:15:14.862492]Train epoch [195 / 200],batch: [300 / 563],loss: -18.17394,lr: 0.00063
|
| 974 |
+
[2023-06-02 00:15:46.853033]Train epoch [195 / 200],batch: [400 / 563],loss: -18.15067,lr: 0.00063
|
| 975 |
+
[2023-06-02 00:16:18.844118]Train epoch [195 / 200],batch: [500 / 563],loss: -18.14397,lr: 0.00063
|
| 976 |
+
[2023-06-02 00:17:11.667651]Train epoch [196 / 200],batch: [100 / 563],loss: -18.16613,lr: 0.00061
|
| 977 |
+
[2023-06-02 00:17:43.659920]Train epoch [196 / 200],batch: [200 / 563],loss: -18.15551,lr: 0.00061
|
| 978 |
+
[2023-06-02 00:18:15.648881]Train epoch [196 / 200],batch: [300 / 563],loss: -18.15311,lr: 0.00061
|
| 979 |
+
[2023-06-02 00:18:47.639194]Train epoch [196 / 200],batch: [400 / 563],loss: -18.14586,lr: 0.00061
|
| 980 |
+
[2023-06-02 00:19:19.629338]Train epoch [196 / 200],batch: [500 / 563],loss: -18.13823,lr: 0.00061
|
| 981 |
+
[2023-06-02 00:20:12.534211]Train epoch [197 / 200],batch: [100 / 563],loss: -18.16193,lr: 0.00061
|
| 982 |
+
[2023-06-02 00:20:44.523928]Train epoch [197 / 200],batch: [200 / 563],loss: -18.17972,lr: 0.00061
|
| 983 |
+
[2023-06-02 00:21:16.513099]Train epoch [197 / 200],batch: [300 / 563],loss: -18.12409,lr: 0.00061
|
| 984 |
+
[2023-06-02 00:21:48.502658]Train epoch [197 / 200],batch: [400 / 563],loss: -18.11638,lr: 0.00061
|
| 985 |
+
[2023-06-02 00:22:20.494228]Train epoch [197 / 200],batch: [500 / 563],loss: -18.13717,lr: 0.00061
|
| 986 |
+
[2023-06-02 00:23:13.237905]Train epoch [198 / 200],batch: [100 / 563],loss: -18.16833,lr: 0.00061
|
| 987 |
+
[2023-06-02 00:23:45.227684]Train epoch [198 / 200],batch: [200 / 563],loss: -18.21924,lr: 0.00061
|
| 988 |
+
[2023-06-02 00:24:17.216757]Train epoch [198 / 200],batch: [300 / 563],loss: -18.18124,lr: 0.00061
|
| 989 |
+
[2023-06-02 00:24:49.207521]Train epoch [198 / 200],batch: [400 / 563],loss: -18.15316,lr: 0.00061
|
| 990 |
+
[2023-06-02 00:25:21.196981]Train epoch [198 / 200],batch: [500 / 563],loss: -18.13363,lr: 0.00061
|
| 991 |
+
[2023-06-02 00:26:14.119958]Train epoch [199 / 200],batch: [100 / 563],loss: -18.18468,lr: 0.00061
|
| 992 |
+
[2023-06-02 00:26:46.109425]Train epoch [199 / 200],batch: [200 / 563],loss: -18.18819,lr: 0.00061
|
| 993 |
+
[2023-06-02 00:27:18.099507]Train epoch [199 / 200],batch: [300 / 563],loss: -18.15839,lr: 0.00061
|
| 994 |
+
[2023-06-02 00:27:50.089504]Train epoch [199 / 200],batch: [400 / 563],loss: -18.14504,lr: 0.00061
|
| 995 |
+
[2023-06-02 00:28:22.078506]Train epoch [199 / 200],batch: [500 / 563],loss: -18.14903,lr: 0.00061
|
| 996 |
+
[2023-06-02 00:29:14.861514]Train epoch [200 / 200],batch: [100 / 563],loss: -18.13250,lr: 0.00061
|
| 997 |
+
[2023-06-02 00:29:46.851846]Train epoch [200 / 200],batch: [200 / 563],loss: -18.13376,lr: 0.00061
|
| 998 |
+
[2023-06-02 00:30:18.841649]Train epoch [200 / 200],batch: [300 / 563],loss: -18.13583,lr: 0.00061
|
| 999 |
+
[2023-06-02 00:30:50.831109]Train epoch [200 / 200],batch: [400 / 563],loss: -18.14574,lr: 0.00061
|
| 1000 |
+
[2023-06-02 00:31:22.820647]Train epoch [200 / 200],batch: [500 / 563],loss: -18.14137,lr: 0.00061
|
models/DTLNPytorch/DTLN_0602_finetune_lr0.00005_onlynewdata/2023-06-02 17_56_39.toml
ADDED
|
@@ -0,0 +1,44 @@
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|
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|
|
|
| 1 |
+
[meta]
|
| 2 |
+
seed = 42
|
| 3 |
+
use_amp = false
|
| 4 |
+
num_workers = 8
|
| 5 |
+
pin_memory = true
|
| 6 |
+
num_epochs = 60
|
| 7 |
+
batch_size = 36
|
| 8 |
+
samplerate = 32000
|
| 9 |
+
finetune_clean_data_dirname = "/home/lizhinan/project/dataset/dns_fullband/myfinetune_datasets/clean_32k_train"
|
| 10 |
+
finetune_noise_data_dirname = "/home/lizhinan/project/dataset/dns_fullband/myfinetune_datasets/noise_32k_wedo"
|
| 11 |
+
initial_clean_data_dirname = "/home/lizhinan/project/dataset/dns_fullband/datasets/clean_32k"
|
| 12 |
+
initial_noisy_data_dirname = "/home/lizhinan/project/dataset/dns_fullband/datasets/noisy_32k"
|
| 13 |
+
how_many_finetune_h = 19
|
| 14 |
+
how_many_initial_h = 1
|
| 15 |
+
duration = 10
|
| 16 |
+
save_model_dir = "/home/lizhinan/project/lightse/DTLNPytorch/models"
|
| 17 |
+
experiment_name = "DTLN_0602_finetune_lr0.00005_onlynewdata"
|
| 18 |
+
preload_model_path = "/home/lizhinan/project/lightse/DTLNPytorch/models/DTLN_0518_32k_train_200epochs/checkpoints/model_0200.pth"
|
| 19 |
+
|
| 20 |
+
[audio]
|
| 21 |
+
samplerate = 32000
|
| 22 |
+
duration = 10
|
| 23 |
+
|
| 24 |
+
[model]
|
| 25 |
+
path = "modules.dtlnModel_ns.Pytorch_DTLN_stateful"
|
| 26 |
+
|
| 27 |
+
[loss]
|
| 28 |
+
method = "dtln-snr"
|
| 29 |
+
|
| 30 |
+
[optimizer]
|
| 31 |
+
lr = 5e-5
|
| 32 |
+
|
| 33 |
+
[trainer]
|
| 34 |
+
path = "modules.trainer.Trainer"
|
| 35 |
+
|
| 36 |
+
[model.args]
|
| 37 |
+
frameLength = 1024
|
| 38 |
+
hopLength = 256
|
| 39 |
+
hidden_size = 128
|
| 40 |
+
encoder_size = 256
|
| 41 |
+
|
| 42 |
+
[trainer.args]
|
| 43 |
+
clip_grad_norm_ornot = true
|
| 44 |
+
clip_grad_norm_value = 3
|
models/DTLNPytorch/DTLN_0602_finetune_lr0.00005_onlynewdata/checkpoints/model_0042.pth
ADDED
|
@@ -0,0 +1,3 @@
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|
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|
|
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|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:cb4234ee5d1dbc569ba0c8bfc6d0e7c6613b206d1837a8398907f07e8c3eae1a
|
| 3 |
+
size 5665643
|
models/DTLNPytorch/DTLN_0602_finetune_lr0.00005_onlynewdata/logs/train_log.txt
ADDED
|
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|
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|
|
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|
|
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|
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|
|
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|
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|
|
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|
|
|
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|
|
|
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|
|
|
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|
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|
|
|
|
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|
|
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|
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|
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|
|
| 1 |
+
[2023-06-02 17:56:52.038734]Train epoch [1 / 60],batch: [100 / 200],loss: -16.78724,lr: 0.00005
|
| 2 |
+
[2023-06-02 17:57:02.438080]Train epoch [1 / 60],batch: [200 / 200],loss: -16.84366,lr: 0.00005
|
| 3 |
+
[2023-06-02 17:57:13.436801]Train epoch [2 / 60],batch: [100 / 200],loss: -17.10764,lr: 0.00005
|
| 4 |
+
[2023-06-02 17:57:23.821277]Train epoch [2 / 60],batch: [200 / 200],loss: -17.15678,lr: 0.00005
|
| 5 |
+
[2023-06-02 17:57:34.776861]Train epoch [3 / 60],batch: [100 / 200],loss: -17.28410,lr: 0.00005
|
| 6 |
+
[2023-06-02 17:57:45.195744]Train epoch [3 / 60],batch: [200 / 200],loss: -17.27272,lr: 0.00005
|
| 7 |
+
[2023-06-02 17:57:56.215523]Train epoch [4 / 60],batch: [100 / 200],loss: -17.31772,lr: 0.00005
|
| 8 |
+
[2023-06-02 17:58:06.652374]Train epoch [4 / 60],batch: [200 / 200],loss: -17.43259,lr: 0.00005
|
| 9 |
+
[2023-06-02 17:58:17.731097]Train epoch [5 / 60],batch: [100 / 200],loss: -17.47886,lr: 0.00005
|
| 10 |
+
[2023-06-02 17:58:28.240641]Train epoch [5 / 60],batch: [200 / 200],loss: -17.50492,lr: 0.00005
|
| 11 |
+
[2023-06-02 17:58:39.455080]Train epoch [6 / 60],batch: [100 / 200],loss: -17.66520,lr: 0.00005
|
| 12 |
+
[2023-06-02 17:58:49.963851]Train epoch [6 / 60],batch: [200 / 200],loss: -17.58764,lr: 0.00005
|
| 13 |
+
[2023-06-02 17:59:01.245638]Train epoch [7 / 60],batch: [100 / 200],loss: -17.59805,lr: 0.00005
|
| 14 |
+
[2023-06-02 17:59:11.758197]Train epoch [7 / 60],batch: [200 / 200],loss: -17.63739,lr: 0.00005
|
| 15 |
+
[2023-06-02 17:59:22.884144]Train epoch [8 / 60],batch: [100 / 200],loss: -17.67317,lr: 0.00005
|
| 16 |
+
[2023-06-02 17:59:33.398069]Train epoch [8 / 60],batch: [200 / 200],loss: -17.72571,lr: 0.00005
|
| 17 |
+
[2023-06-02 17:59:44.425491]Train epoch [9 / 60],batch: [100 / 200],loss: -17.66344,lr: 0.00005
|
| 18 |
+
[2023-06-02 17:59:54.943040]Train epoch [9 / 60],batch: [200 / 200],loss: -17.71681,lr: 0.00005
|
| 19 |
+
[2023-06-02 18:00:06.045832]Train epoch [10 / 60],batch: [100 / 200],loss: -17.88904,lr: 0.00005
|
| 20 |
+
[2023-06-02 18:00:16.564935]Train epoch [10 / 60],batch: [200 / 200],loss: -17.81894,lr: 0.00005
|
| 21 |
+
[2023-06-02 18:00:27.811757]Train epoch [11 / 60],batch: [100 / 200],loss: -17.88880,lr: 0.00005
|
| 22 |
+
[2023-06-02 18:00:38.328961]Train epoch [11 / 60],batch: [200 / 200],loss: -17.89170,lr: 0.00005
|
| 23 |
+
[2023-06-02 18:00:49.354282]Train epoch [12 / 60],batch: [100 / 200],loss: -17.88922,lr: 0.00005
|
| 24 |
+
[2023-06-02 18:00:59.870380]Train epoch [12 / 60],batch: [200 / 200],loss: -17.87250,lr: 0.00005
|
| 25 |
+
[2023-06-02 18:01:11.062440]Train epoch [13 / 60],batch: [100 / 200],loss: -17.88985,lr: 0.00005
|
| 26 |
+
[2023-06-02 18:01:21.577183]Train epoch [13 / 60],batch: [200 / 200],loss: -17.95655,lr: 0.00005
|
| 27 |
+
[2023-06-02 18:01:32.632871]Train epoch [14 / 60],batch: [100 / 200],loss: -17.78286,lr: 0.00005
|
| 28 |
+
[2023-06-02 18:01:43.146857]Train epoch [14 / 60],batch: [200 / 200],loss: -17.87243,lr: 0.00005
|
| 29 |
+
[2023-06-02 18:01:54.246797]Train epoch [15 / 60],batch: [100 / 200],loss: -17.86173,lr: 0.00005
|
| 30 |
+
[2023-06-02 18:02:04.791691]Train epoch [15 / 60],batch: [200 / 200],loss: -17.94945,lr: 0.00005
|
| 31 |
+
[2023-06-02 18:02:15.951773]Train epoch [16 / 60],batch: [100 / 200],loss: -17.92776,lr: 0.00005
|
| 32 |
+
[2023-06-02 18:02:26.493880]Train epoch [16 / 60],batch: [200 / 200],loss: -17.87191,lr: 0.00005
|
| 33 |
+
[2023-06-02 18:02:37.564965]Train epoch [17 / 60],batch: [100 / 200],loss: -17.94691,lr: 0.00005
|
| 34 |
+
[2023-06-02 18:02:48.102930]Train epoch [17 / 60],batch: [200 / 200],loss: -17.93472,lr: 0.00005
|
| 35 |
+
[2023-06-02 18:02:59.206428]Train epoch [18 / 60],batch: [100 / 200],loss: -18.19183,lr: 0.00005
|
| 36 |
+
[2023-06-02 18:03:09.744023]Train epoch [18 / 60],batch: [200 / 200],loss: -18.03581,lr: 0.00005
|
| 37 |
+
[2023-06-02 18:03:20.882154]Train epoch [19 / 60],batch: [100 / 200],loss: -18.08457,lr: 0.00005
|
| 38 |
+
[2023-06-02 18:03:31.419240]Train epoch [19 / 60],batch: [200 / 200],loss: -18.00377,lr: 0.00005
|
| 39 |
+
[2023-06-02 18:03:42.650192]Train epoch [20 / 60],batch: [100 / 200],loss: -18.05372,lr: 0.00005
|
| 40 |
+
[2023-06-02 18:03:53.191629]Train epoch [20 / 60],batch: [200 / 200],loss: -18.03617,lr: 0.00005
|
| 41 |
+
[2023-06-02 18:04:04.376870]Train epoch [21 / 60],batch: [100 / 200],loss: -17.94691,lr: 0.00004
|
| 42 |
+
[2023-06-02 18:04:14.912160]Train epoch [21 / 60],batch: [200 / 200],loss: -18.00989,lr: 0.00004
|
| 43 |
+
[2023-06-02 18:04:25.949512]Train epoch [22 / 60],batch: [100 / 200],loss: -18.06120,lr: 0.00004
|
| 44 |
+
[2023-06-02 18:04:36.480601]Train epoch [22 / 60],batch: [200 / 200],loss: -18.12403,lr: 0.00004
|
| 45 |
+
[2023-06-02 18:04:47.553883]Train epoch [23 / 60],batch: [100 / 200],loss: -18.16271,lr: 0.00004
|
| 46 |
+
[2023-06-02 18:04:58.088372]Train epoch [23 / 60],batch: [200 / 200],loss: -18.13758,lr: 0.00004
|
| 47 |
+
[2023-06-02 18:05:09.116594]Train epoch [24 / 60],batch: [100 / 200],loss: -18.13685,lr: 0.00004
|
| 48 |
+
[2023-06-02 18:05:19.649543]Train epoch [24 / 60],batch: [200 / 200],loss: -18.14471,lr: 0.00004
|
| 49 |
+
[2023-06-02 18:05:30.947435]Train epoch [25 / 60],batch: [100 / 200],loss: -18.13962,lr: 0.00004
|
| 50 |
+
[2023-06-02 18:05:41.485651]Train epoch [25 / 60],batch: [200 / 200],loss: -18.20032,lr: 0.00004
|
| 51 |
+
[2023-06-02 18:05:52.576578]Train epoch [26 / 60],batch: [100 / 200],loss: -18.21920,lr: 0.00004
|
| 52 |
+
[2023-06-02 18:06:03.111959]Train epoch [26 / 60],batch: [200 / 200],loss: -18.16059,lr: 0.00004
|
| 53 |
+
[2023-06-02 18:06:14.204829]Train epoch [27 / 60],batch: [100 / 200],loss: -18.17801,lr: 0.00004
|
| 54 |
+
[2023-06-02 18:06:24.737136]Train epoch [27 / 60],batch: [200 / 200],loss: -18.17476,lr: 0.00004
|
| 55 |
+
[2023-06-02 18:06:35.779553]Train epoch [28 / 60],batch: [100 / 200],loss: -18.24418,lr: 0.00004
|
| 56 |
+
[2023-06-02 18:06:46.312513]Train epoch [28 / 60],batch: [200 / 200],loss: -18.23503,lr: 0.00004
|
| 57 |
+
[2023-06-02 18:06:57.493627]Train epoch [29 / 60],batch: [100 / 200],loss: -18.19678,lr: 0.00004
|
| 58 |
+
[2023-06-02 18:07:08.031130]Train epoch [29 / 60],batch: [200 / 200],loss: -18.25551,lr: 0.00004
|
| 59 |
+
[2023-06-02 18:07:19.236817]Train epoch [30 / 60],batch: [100 / 200],loss: -18.32813,lr: 0.00004
|
| 60 |
+
[2023-06-02 18:07:29.776311]Train epoch [30 / 60],batch: [200 / 200],loss: -18.24336,lr: 0.00004
|
| 61 |
+
[2023-06-02 18:07:40.994372]Train epoch [31 / 60],batch: [100 / 200],loss: -18.32409,lr: 0.00004
|
| 62 |
+
[2023-06-02 18:07:51.534824]Train epoch [31 / 60],batch: [200 / 200],loss: -18.34338,lr: 0.00004
|
| 63 |
+
[2023-06-02 18:08:02.708587]Train epoch [32 / 60],batch: [100 / 200],loss: -18.23735,lr: 0.00004
|
| 64 |
+
[2023-06-02 18:08:13.245677]Train epoch [32 / 60],batch: [200 / 200],loss: -18.27816,lr: 0.00004
|
| 65 |
+
[2023-06-02 18:08:24.290023]Train epoch [33 / 60],batch: [100 / 200],loss: -18.40521,lr: 0.00004
|
| 66 |
+
[2023-06-02 18:08:34.827539]Train epoch [33 / 60],batch: [200 / 200],loss: -18.28091,lr: 0.00004
|
| 67 |
+
[2023-06-02 18:08:45.891122]Train epoch [34 / 60],batch: [100 / 200],loss: -18.30908,lr: 0.00004
|
| 68 |
+
[2023-06-02 18:08:56.424369]Train epoch [34 / 60],batch: [200 / 200],loss: -18.30687,lr: 0.00004
|
| 69 |
+
[2023-06-02 18:09:07.495742]Train epoch [35 / 60],batch: [100 / 200],loss: -18.35320,lr: 0.00004
|
| 70 |
+
[2023-06-02 18:09:18.029184]Train epoch [35 / 60],batch: [200 / 200],loss: -18.23083,lr: 0.00004
|
| 71 |
+
[2023-06-02 18:09:29.164304]Train epoch [36 / 60],batch: [100 / 200],loss: -18.43106,lr: 0.00004
|
| 72 |
+
[2023-06-02 18:09:39.698304]Train epoch [36 / 60],batch: [200 / 200],loss: -18.32748,lr: 0.00004
|
| 73 |
+
[2023-06-02 18:09:50.810096]Train epoch [37 / 60],batch: [100 / 200],loss: -18.23327,lr: 0.00004
|
| 74 |
+
[2023-06-02 18:10:01.345604]Train epoch [37 / 60],batch: [200 / 200],loss: -18.28111,lr: 0.00004
|
| 75 |
+
[2023-06-02 18:10:12.370384]Train epoch [38 / 60],batch: [100 / 200],loss: -18.29771,lr: 0.00004
|
| 76 |
+
[2023-06-02 18:10:22.907266]Train epoch [38 / 60],batch: [200 / 200],loss: -18.28335,lr: 0.00004
|
| 77 |
+
[2023-06-02 18:10:34.001052]Train epoch [39 / 60],batch: [100 / 200],loss: -18.40357,lr: 0.00004
|
| 78 |
+
[2023-06-02 18:10:44.534711]Train epoch [39 / 60],batch: [200 / 200],loss: -18.34644,lr: 0.00004
|
| 79 |
+
[2023-06-02 18:10:55.563805]Train epoch [40 / 60],batch: [100 / 200],loss: -18.35856,lr: 0.00004
|
| 80 |
+
[2023-06-02 18:11:06.099760]Train epoch [40 / 60],batch: [200 / 200],loss: -18.33135,lr: 0.00004
|
| 81 |
+
[2023-06-02 18:11:17.242688]Train epoch [41 / 60],batch: [100 / 200],loss: -18.39650,lr: 0.00004
|
| 82 |
+
[2023-06-02 18:11:27.778594]Train epoch [41 / 60],batch: [200 / 200],loss: -18.30805,lr: 0.00004
|
| 83 |
+
[2023-06-02 18:11:38.951877]Train epoch [42 / 60],batch: [100 / 200],loss: -18.34705,lr: 0.00004
|
| 84 |
+
[2023-06-02 18:11:49.486734]Train epoch [42 / 60],batch: [200 / 200],loss: -18.33543,lr: 0.00004
|
models/DTLNPytorch/DTLN_0603_npu_nonorm/2023-06-03 14_03_27.toml
ADDED
|
@@ -0,0 +1,40 @@
|
|
|
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|
|
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|
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|
|
|
|
|
|
|
|
| 1 |
+
[meta]
|
| 2 |
+
seed = 42
|
| 3 |
+
use_amp = true
|
| 4 |
+
num_workers = 8
|
| 5 |
+
pin_memory = true
|
| 6 |
+
num_epochs = 200
|
| 7 |
+
batch_size = 128
|
| 8 |
+
samplerate = 32000
|
| 9 |
+
clean_data_dirname = "/home/lizhinan/project/dataset/dns_fullband/datasets/clean_32k"
|
| 10 |
+
noisy_data_dirname = "/home/lizhinan/project/dataset/dns_fullband/datasets/noisy_32k"
|
| 11 |
+
save_model_dir = "/home/lizhinan/project/lightse/DTLNPytorch/models"
|
| 12 |
+
experiment_name = "DTLN_0603_npu_nonorm"
|
| 13 |
+
preload_model_path = ""
|
| 14 |
+
|
| 15 |
+
[audio]
|
| 16 |
+
samplerate = 32000
|
| 17 |
+
duration = 10
|
| 18 |
+
|
| 19 |
+
[model]
|
| 20 |
+
path = "modules.dtlnModel_rk_npu_nonorm.Pytorch_DTLN_stateful"
|
| 21 |
+
|
| 22 |
+
[loss]
|
| 23 |
+
method = "dtln-snr"
|
| 24 |
+
|
| 25 |
+
[optimizer]
|
| 26 |
+
lr = 0.002
|
| 27 |
+
weight_decay = 1e-9
|
| 28 |
+
|
| 29 |
+
[trainer]
|
| 30 |
+
path = "modules.trainer.Trainer"
|
| 31 |
+
|
| 32 |
+
[model.args]
|
| 33 |
+
frameLength = 1024
|
| 34 |
+
hopLength = 256
|
| 35 |
+
hidden_size = 128
|
| 36 |
+
encoder_size = 256
|
| 37 |
+
|
| 38 |
+
[trainer.args]
|
| 39 |
+
clip_grad_norm_ornot = true
|
| 40 |
+
clip_grad_norm_value = 3
|
models/DTLNPytorch/DTLN_0603_npu_nonorm/checkpoints/model_0200.pth
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:1667b1e24c00c06be09a8990634e6faa5115efda068c60104496a899902695fd
|
| 3 |
+
size 5662955
|
models/DTLNPytorch/DTLN_0603_npu_nonorm/logs/train_log.txt
ADDED
|
@@ -0,0 +1,1000 @@
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| 1 |
+
[2023-06-03 14:04:01.153867]Train epoch [1 / 200],batch: [100 / 563],loss: -8.17439,lr: 0.00200
|
| 2 |
+
[2023-06-03 14:04:31.563608]Train epoch [1 / 200],batch: [200 / 563],loss: -9.93965,lr: 0.00200
|
| 3 |
+
[2023-06-03 14:05:02.206580]Train epoch [1 / 200],batch: [300 / 563],loss: -10.95606,lr: 0.00200
|
| 4 |
+
[2023-06-03 14:05:32.921770]Train epoch [1 / 200],batch: [400 / 563],loss: -11.59835,lr: 0.00200
|
| 5 |
+
[2023-06-03 14:06:03.690294]Train epoch [1 / 200],batch: [500 / 563],loss: -12.06064,lr: 0.00200
|
| 6 |
+
[2023-06-03 14:06:55.068301]Train epoch [2 / 200],batch: [100 / 563],loss: -14.30784,lr: 0.00200
|
| 7 |
+
[2023-06-03 14:07:25.859255]Train epoch [2 / 200],batch: [200 / 563],loss: -14.38036,lr: 0.00200
|
| 8 |
+
[2023-06-03 14:07:56.666753]Train epoch [2 / 200],batch: [300 / 563],loss: -14.43849,lr: 0.00200
|
| 9 |
+
[2023-06-03 14:08:27.464538]Train epoch [2 / 200],batch: [400 / 563],loss: -14.49118,lr: 0.00200
|
| 10 |
+
[2023-06-03 14:08:58.265018]Train epoch [2 / 200],batch: [500 / 563],loss: -14.54927,lr: 0.00200
|
| 11 |
+
[2023-06-03 14:09:49.540838]Train epoch [3 / 200],batch: [100 / 563],loss: -14.94300,lr: 0.00200
|
| 12 |
+
[2023-06-03 14:10:20.365494]Train epoch [3 / 200],batch: [200 / 563],loss: -15.02454,lr: 0.00200
|
| 13 |
+
[2023-06-03 14:10:51.178731]Train epoch [3 / 200],batch: [300 / 563],loss: -15.03733,lr: 0.00200
|
| 14 |
+
[2023-06-03 14:11:21.992999]Train epoch [3 / 200],batch: [400 / 563],loss: -15.07980,lr: 0.00200
|
| 15 |
+
[2023-06-03 14:11:52.802942]Train epoch [3 / 200],batch: [500 / 563],loss: -15.09363,lr: 0.00200
|
| 16 |
+
[2023-06-03 14:12:43.887730]Train epoch [4 / 200],batch: [100 / 563],loss: -15.26965,lr: 0.00200
|
| 17 |
+
[2023-06-03 14:13:14.701164]Train epoch [4 / 200],batch: [200 / 563],loss: -15.33180,lr: 0.00200
|
| 18 |
+
[2023-06-03 14:13:45.517426]Train epoch [4 / 200],batch: [300 / 563],loss: -15.34852,lr: 0.00200
|
| 19 |
+
[2023-06-03 14:14:16.349688]Train epoch [4 / 200],batch: [400 / 563],loss: -15.38797,lr: 0.00200
|
| 20 |
+
[2023-06-03 14:14:47.155216]Train epoch [4 / 200],batch: [500 / 563],loss: -15.44418,lr: 0.00200
|
| 21 |
+
[2023-06-03 14:15:38.512719]Train epoch [5 / 200],batch: [100 / 563],loss: -15.62238,lr: 0.00200
|
| 22 |
+
[2023-06-03 14:16:09.323944]Train epoch [5 / 200],batch: [200 / 563],loss: -15.62121,lr: 0.00200
|
| 23 |
+
[2023-06-03 14:16:40.140538]Train epoch [5 / 200],batch: [300 / 563],loss: -15.65439,lr: 0.00200
|
| 24 |
+
[2023-06-03 14:17:10.961390]Train epoch [5 / 200],batch: [400 / 563],loss: -15.70040,lr: 0.00200
|
| 25 |
+
[2023-06-03 14:17:41.778729]Train epoch [5 / 200],batch: [500 / 563],loss: -15.71451,lr: 0.00200
|
| 26 |
+
[2023-06-03 14:18:32.935883]Train epoch [6 / 200],batch: [100 / 563],loss: -15.81308,lr: 0.00194
|
| 27 |
+
[2023-06-03 14:19:03.747961]Train epoch [6 / 200],batch: [200 / 563],loss: -15.78768,lr: 0.00194
|
| 28 |
+
[2023-06-03 14:19:34.552788]Train epoch [6 / 200],batch: [300 / 563],loss: -15.79079,lr: 0.00194
|
| 29 |
+
[2023-06-03 14:20:05.359763]Train epoch [6 / 200],batch: [400 / 563],loss: -15.83414,lr: 0.00194
|
| 30 |
+
[2023-06-03 14:20:36.175672]Train epoch [6 / 200],batch: [500 / 563],loss: -15.83933,lr: 0.00194
|
| 31 |
+
[2023-06-03 14:21:27.512622]Train epoch [7 / 200],batch: [100 / 563],loss: -15.90007,lr: 0.00194
|
| 32 |
+
[2023-06-03 14:21:58.312991]Train epoch [7 / 200],batch: [200 / 563],loss: -15.94462,lr: 0.00194
|
| 33 |
+
[2023-06-03 14:22:29.117687]Train epoch [7 / 200],batch: [300 / 563],loss: -15.93864,lr: 0.00194
|
| 34 |
+
[2023-06-03 14:22:59.936691]Train epoch [7 / 200],batch: [400 / 563],loss: -15.94358,lr: 0.00194
|
| 35 |
+
[2023-06-03 14:23:30.758147]Train epoch [7 / 200],batch: [500 / 563],loss: -15.95431,lr: 0.00194
|
| 36 |
+
[2023-06-03 14:24:21.623581]Train epoch [8 / 200],batch: [100 / 563],loss: -16.11596,lr: 0.00194
|
| 37 |
+
[2023-06-03 14:24:52.417790]Train epoch [8 / 200],batch: [200 / 563],loss: -16.12043,lr: 0.00194
|
| 38 |
+
[2023-06-03 14:25:23.219600]Train epoch [8 / 200],batch: [300 / 563],loss: -16.13177,lr: 0.00194
|
| 39 |
+
[2023-06-03 14:25:54.031449]Train epoch [8 / 200],batch: [400 / 563],loss: -16.11961,lr: 0.00194
|
| 40 |
+
[2023-06-03 14:26:24.845229]Train epoch [8 / 200],batch: [500 / 563],loss: -16.12544,lr: 0.00194
|
| 41 |
+
[2023-06-03 14:27:16.015284]Train epoch [9 / 200],batch: [100 / 563],loss: -16.23231,lr: 0.00194
|
| 42 |
+
[2023-06-03 14:27:46.833161]Train epoch [9 / 200],batch: [200 / 563],loss: -16.20905,lr: 0.00194
|
| 43 |
+
[2023-06-03 14:28:17.646877]Train epoch [9 / 200],batch: [300 / 563],loss: -16.18052,lr: 0.00194
|
| 44 |
+
[2023-06-03 14:28:48.461071]Train epoch [9 / 200],batch: [400 / 563],loss: -16.17339,lr: 0.00194
|
| 45 |
+
[2023-06-03 14:29:19.273187]Train epoch [9 / 200],batch: [500 / 563],loss: -16.17853,lr: 0.00194
|
| 46 |
+
[2023-06-03 14:30:10.122955]Train epoch [10 / 200],batch: [100 / 563],loss: -16.24139,lr: 0.00194
|
| 47 |
+
[2023-06-03 14:30:40.948055]Train epoch [10 / 200],batch: [200 / 563],loss: -16.21054,lr: 0.00194
|
| 48 |
+
[2023-06-03 14:31:11.766236]Train epoch [10 / 200],batch: [300 / 563],loss: -16.20378,lr: 0.00194
|
| 49 |
+
[2023-06-03 14:31:42.580753]Train epoch [10 / 200],batch: [400 / 563],loss: -16.22489,lr: 0.00194
|
| 50 |
+
[2023-06-03 14:32:13.392126]Train epoch [10 / 200],batch: [500 / 563],loss: -16.21284,lr: 0.00194
|
| 51 |
+
[2023-06-03 14:33:04.231432]Train epoch [11 / 200],batch: [100 / 563],loss: -16.24632,lr: 0.00188
|
| 52 |
+
[2023-06-03 14:33:35.034243]Train epoch [11 / 200],batch: [200 / 563],loss: -16.24944,lr: 0.00188
|
| 53 |
+
[2023-06-03 14:34:05.850488]Train epoch [11 / 200],batch: [300 / 563],loss: -16.23301,lr: 0.00188
|
| 54 |
+
[2023-06-03 14:34:36.665126]Train epoch [11 / 200],batch: [400 / 563],loss: -16.27282,lr: 0.00188
|
| 55 |
+
[2023-06-03 14:35:07.467774]Train epoch [11 / 200],batch: [500 / 563],loss: -16.28568,lr: 0.00188
|
| 56 |
+
[2023-06-03 14:35:58.497669]Train epoch [12 / 200],batch: [100 / 563],loss: -16.30755,lr: 0.00188
|
| 57 |
+
[2023-06-03 14:36:29.293651]Train epoch [12 / 200],batch: [200 / 563],loss: -16.29641,lr: 0.00188
|
| 58 |
+
[2023-06-03 14:37:00.091186]Train epoch [12 / 200],batch: [300 / 563],loss: -16.33148,lr: 0.00188
|
| 59 |
+
[2023-06-03 14:37:30.888814]Train epoch [12 / 200],batch: [400 / 563],loss: -16.33867,lr: 0.00188
|
| 60 |
+
[2023-06-03 14:38:01.695818]Train epoch [12 / 200],batch: [500 / 563],loss: -16.35544,lr: 0.00188
|
| 61 |
+
[2023-06-03 14:38:53.026242]Train epoch [13 / 200],batch: [100 / 563],loss: -16.31383,lr: 0.00188
|
| 62 |
+
[2023-06-03 14:39:23.843285]Train epoch [13 / 200],batch: [200 / 563],loss: -16.38218,lr: 0.00188
|
| 63 |
+
[2023-06-03 14:39:54.660263]Train epoch [13 / 200],batch: [300 / 563],loss: -16.41127,lr: 0.00188
|
| 64 |
+
[2023-06-03 14:40:25.478085]Train epoch [13 / 200],batch: [400 / 563],loss: -16.41725,lr: 0.00188
|
| 65 |
+
[2023-06-03 14:40:56.298712]Train epoch [13 / 200],batch: [500 / 563],loss: -16.40273,lr: 0.00188
|
| 66 |
+
[2023-06-03 14:41:47.328168]Train epoch [14 / 200],batch: [100 / 563],loss: -16.42890,lr: 0.00188
|
| 67 |
+
[2023-06-03 14:42:18.151391]Train epoch [14 / 200],batch: [200 / 563],loss: -16.43271,lr: 0.00188
|
| 68 |
+
[2023-06-03 14:42:48.960190]Train epoch [14 / 200],batch: [300 / 563],loss: -16.41930,lr: 0.00188
|
| 69 |
+
[2023-06-03 14:43:19.782439]Train epoch [14 / 200],batch: [400 / 563],loss: -16.42608,lr: 0.00188
|
| 70 |
+
[2023-06-03 14:43:50.595771]Train epoch [14 / 200],batch: [500 / 563],loss: -16.40809,lr: 0.00188
|
| 71 |
+
[2023-06-03 14:44:41.685389]Train epoch [15 / 200],batch: [100 / 563],loss: -16.45512,lr: 0.00188
|
| 72 |
+
[2023-06-03 14:45:12.511814]Train epoch [15 / 200],batch: [200 / 563],loss: -16.48025,lr: 0.00188
|
| 73 |
+
[2023-06-03 14:45:43.319776]Train epoch [15 / 200],batch: [300 / 563],loss: -16.48473,lr: 0.00188
|
| 74 |
+
[2023-06-03 14:46:14.125961]Train epoch [15 / 200],batch: [400 / 563],loss: -16.49095,lr: 0.00188
|
| 75 |
+
[2023-06-03 14:46:44.934987]Train epoch [15 / 200],batch: [500 / 563],loss: -16.48598,lr: 0.00188
|
| 76 |
+
[2023-06-03 14:47:35.793385]Train epoch [16 / 200],batch: [100 / 563],loss: -16.56288,lr: 0.00183
|
| 77 |
+
[2023-06-03 14:48:06.622695]Train epoch [16 / 200],batch: [200 / 563],loss: -16.49532,lr: 0.00183
|
| 78 |
+
[2023-06-03 14:48:37.425758]Train epoch [16 / 200],batch: [300 / 563],loss: -16.50468,lr: 0.00183
|
| 79 |
+
[2023-06-03 14:49:08.240355]Train epoch [16 / 200],batch: [400 / 563],loss: -16.52388,lr: 0.00183
|
| 80 |
+
[2023-06-03 14:49:39.052427]Train epoch [16 / 200],batch: [500 / 563],loss: -16.51085,lr: 0.00183
|
| 81 |
+
[2023-06-03 14:50:30.409674]Train epoch [17 / 200],batch: [100 / 563],loss: -16.47586,lr: 0.00183
|
| 82 |
+
[2023-06-03 14:51:01.234281]Train epoch [17 / 200],batch: [200 / 563],loss: -16.50168,lr: 0.00183
|
| 83 |
+
[2023-06-03 14:51:32.060634]Train epoch [17 / 200],batch: [300 / 563],loss: -16.49751,lr: 0.00183
|
| 84 |
+
[2023-06-03 14:52:02.878327]Train epoch [17 / 200],batch: [400 / 563],loss: -16.49724,lr: 0.00183
|
| 85 |
+
[2023-06-03 14:52:33.693047]Train epoch [17 / 200],batch: [500 / 563],loss: -16.51972,lr: 0.00183
|
| 86 |
+
[2023-06-03 14:53:24.543031]Train epoch [18 / 200],batch: [100 / 563],loss: -16.62035,lr: 0.00183
|
| 87 |
+
[2023-06-03 14:53:55.344908]Train epoch [18 / 200],batch: [200 / 563],loss: -16.54886,lr: 0.00183
|
| 88 |
+
[2023-06-03 14:54:26.153524]Train epoch [18 / 200],batch: [300 / 563],loss: -16.54951,lr: 0.00183
|
| 89 |
+
[2023-06-03 14:54:56.976328]Train epoch [18 / 200],batch: [400 / 563],loss: -16.54185,lr: 0.00183
|
| 90 |
+
[2023-06-03 14:55:27.803232]Train epoch [18 / 200],batch: [500 / 563],loss: -16.53173,lr: 0.00183
|
| 91 |
+
[2023-06-03 14:56:19.185496]Train epoch [19 / 200],batch: [100 / 563],loss: -16.55710,lr: 0.00183
|
| 92 |
+
[2023-06-03 14:56:50.003339]Train epoch [19 / 200],batch: [200 / 563],loss: -16.64180,lr: 0.00183
|
| 93 |
+
[2023-06-03 14:57:20.816773]Train epoch [19 / 200],batch: [300 / 563],loss: -16.60471,lr: 0.00183
|
| 94 |
+
[2023-06-03 14:57:51.633428]Train epoch [19 / 200],batch: [400 / 563],loss: -16.57561,lr: 0.00183
|
| 95 |
+
[2023-06-03 14:58:22.452766]Train epoch [19 / 200],batch: [500 / 563],loss: -16.58307,lr: 0.00183
|
| 96 |
+
[2023-06-03 14:59:13.334450]Train epoch [20 / 200],batch: [100 / 563],loss: -16.56887,lr: 0.00183
|
| 97 |
+
[2023-06-03 14:59:44.132945]Train epoch [20 / 200],batch: [200 / 563],loss: -16.59803,lr: 0.00183
|
| 98 |
+
[2023-06-03 15:00:14.952896]Train epoch [20 / 200],batch: [300 / 563],loss: -16.58767,lr: 0.00183
|
| 99 |
+
[2023-06-03 15:00:45.768278]Train epoch [20 / 200],batch: [400 / 563],loss: -16.60700,lr: 0.00183
|
| 100 |
+
[2023-06-03 15:01:16.594458]Train epoch [20 / 200],batch: [500 / 563],loss: -16.60354,lr: 0.00183
|
| 101 |
+
[2023-06-03 15:02:07.850666]Train epoch [21 / 200],batch: [100 / 563],loss: -16.60961,lr: 0.00177
|
| 102 |
+
[2023-06-03 15:02:38.662800]Train epoch [21 / 200],batch: [200 / 563],loss: -16.63918,lr: 0.00177
|
| 103 |
+
[2023-06-03 15:03:09.467470]Train epoch [21 / 200],batch: [300 / 563],loss: -16.62101,lr: 0.00177
|
| 104 |
+
[2023-06-03 15:03:40.272203]Train epoch [21 / 200],batch: [400 / 563],loss: -16.60462,lr: 0.00177
|
| 105 |
+
[2023-06-03 15:04:11.075508]Train epoch [21 / 200],batch: [500 / 563],loss: -16.60404,lr: 0.00177
|
| 106 |
+
[2023-06-03 15:05:02.396118]Train epoch [22 / 200],batch: [100 / 563],loss: -16.62157,lr: 0.00177
|
| 107 |
+
[2023-06-03 15:05:33.193321]Train epoch [22 / 200],batch: [200 / 563],loss: -16.59567,lr: 0.00177
|
| 108 |
+
[2023-06-03 15:06:04.000020]Train epoch [22 / 200],batch: [300 / 563],loss: -16.59327,lr: 0.00177
|
| 109 |
+
[2023-06-03 15:06:34.813024]Train epoch [22 / 200],batch: [400 / 563],loss: -16.60399,lr: 0.00177
|
| 110 |
+
[2023-06-03 15:07:05.630727]Train epoch [22 / 200],batch: [500 / 563],loss: -16.61850,lr: 0.00177
|
| 111 |
+
[2023-06-03 15:07:56.898536]Train epoch [23 / 200],batch: [100 / 563],loss: -16.70694,lr: 0.00177
|
| 112 |
+
[2023-06-03 15:08:27.702362]Train epoch [23 / 200],batch: [200 / 563],loss: -16.68867,lr: 0.00177
|
| 113 |
+
[2023-06-03 15:08:58.516576]Train epoch [23 / 200],batch: [300 / 563],loss: -16.66604,lr: 0.00177
|
| 114 |
+
[2023-06-03 15:09:29.324675]Train epoch [23 / 200],batch: [400 / 563],loss: -16.64864,lr: 0.00177
|
| 115 |
+
[2023-06-03 15:10:00.122048]Train epoch [23 / 200],batch: [500 / 563],loss: -16.63579,lr: 0.00177
|
| 116 |
+
[2023-06-03 15:10:51.169855]Train epoch [24 / 200],batch: [100 / 563],loss: -16.57500,lr: 0.00177
|
| 117 |
+
[2023-06-03 15:11:21.984035]Train epoch [24 / 200],batch: [200 / 563],loss: -16.59405,lr: 0.00177
|
| 118 |
+
[2023-06-03 15:11:52.815723]Train epoch [24 / 200],batch: [300 / 563],loss: -16.61252,lr: 0.00177
|
| 119 |
+
[2023-06-03 15:12:23.640273]Train epoch [24 / 200],batch: [400 / 563],loss: -16.65524,lr: 0.00177
|
| 120 |
+
[2023-06-03 15:12:54.451636]Train epoch [24 / 200],batch: [500 / 563],loss: -16.65887,lr: 0.00177
|
| 121 |
+
[2023-06-03 15:13:45.414868]Train epoch [25 / 200],batch: [100 / 563],loss: -16.60030,lr: 0.00177
|
| 122 |
+
[2023-06-03 15:14:16.235449]Train epoch [25 / 200],batch: [200 / 563],loss: -16.60116,lr: 0.00177
|
| 123 |
+
[2023-06-03 15:14:47.047623]Train epoch [25 / 200],batch: [300 / 563],loss: -16.63538,lr: 0.00177
|
| 124 |
+
[2023-06-03 15:15:17.870499]Train epoch [25 / 200],batch: [400 / 563],loss: -16.64195,lr: 0.00177
|
| 125 |
+
[2023-06-03 15:15:48.677409]Train epoch [25 / 200],batch: [500 / 563],loss: -16.64719,lr: 0.00177
|
| 126 |
+
[2023-06-03 15:16:40.058132]Train epoch [26 / 200],batch: [100 / 563],loss: -16.63577,lr: 0.00172
|
| 127 |
+
[2023-06-03 15:17:10.892000]Train epoch [26 / 200],batch: [200 / 563],loss: -16.66326,lr: 0.00172
|
| 128 |
+
[2023-06-03 15:17:41.729890]Train epoch [26 / 200],batch: [300 / 563],loss: -16.66531,lr: 0.00172
|
| 129 |
+
[2023-06-03 15:18:12.564334]Train epoch [26 / 200],batch: [400 / 563],loss: -16.66340,lr: 0.00172
|
| 130 |
+
[2023-06-03 15:18:43.397404]Train epoch [26 / 200],batch: [500 / 563],loss: -16.66559,lr: 0.00172
|
| 131 |
+
[2023-06-03 15:19:34.516576]Train epoch [27 / 200],batch: [100 / 563],loss: -16.61477,lr: 0.00172
|
| 132 |
+
[2023-06-03 15:20:05.333044]Train epoch [27 / 200],batch: [200 / 563],loss: -16.68073,lr: 0.00172
|
| 133 |
+
[2023-06-03 15:20:36.146244]Train epoch [27 / 200],batch: [300 / 563],loss: -16.68703,lr: 0.00172
|
| 134 |
+
[2023-06-03 15:21:06.965141]Train epoch [27 / 200],batch: [400 / 563],loss: -16.69726,lr: 0.00172
|
| 135 |
+
[2023-06-03 15:21:37.794033]Train epoch [27 / 200],batch: [500 / 563],loss: -16.68022,lr: 0.00172
|
| 136 |
+
[2023-06-03 15:22:29.180686]Train epoch [28 / 200],batch: [100 / 563],loss: -16.69308,lr: 0.00172
|
| 137 |
+
[2023-06-03 15:22:59.997714]Train epoch [28 / 200],batch: [200 / 563],loss: -16.72556,lr: 0.00172
|
| 138 |
+
[2023-06-03 15:23:30.809993]Train epoch [28 / 200],batch: [300 / 563],loss: -16.69934,lr: 0.00172
|
| 139 |
+
[2023-06-03 15:24:01.628055]Train epoch [28 / 200],batch: [400 / 563],loss: -16.69856,lr: 0.00172
|
| 140 |
+
[2023-06-03 15:24:32.445643]Train epoch [28 / 200],batch: [500 / 563],loss: -16.68521,lr: 0.00172
|
| 141 |
+
[2023-06-03 15:25:23.386005]Train epoch [29 / 200],batch: [100 / 563],loss: -16.73037,lr: 0.00172
|
| 142 |
+
[2023-06-03 15:25:54.211397]Train epoch [29 / 200],batch: [200 / 563],loss: -16.66733,lr: 0.00172
|
| 143 |
+
[2023-06-03 15:26:25.032430]Train epoch [29 / 200],batch: [300 / 563],loss: -16.68314,lr: 0.00172
|
| 144 |
+
[2023-06-03 15:26:55.853724]Train epoch [29 / 200],batch: [400 / 563],loss: -16.69215,lr: 0.00172
|
| 145 |
+
[2023-06-03 15:27:26.690872]Train epoch [29 / 200],batch: [500 / 563],loss: -16.69342,lr: 0.00172
|
| 146 |
+
[2023-06-03 15:28:18.052304]Train epoch [30 / 200],batch: [100 / 563],loss: -16.72273,lr: 0.00172
|
| 147 |
+
[2023-06-03 15:28:48.880149]Train epoch [30 / 200],batch: [200 / 563],loss: -16.69724,lr: 0.00172
|
| 148 |
+
[2023-06-03 15:29:19.707555]Train epoch [30 / 200],batch: [300 / 563],loss: -16.71323,lr: 0.00172
|
| 149 |
+
[2023-06-03 15:29:50.539413]Train epoch [30 / 200],batch: [400 / 563],loss: -16.70410,lr: 0.00172
|
| 150 |
+
[2023-06-03 15:30:21.371576]Train epoch [30 / 200],batch: [500 / 563],loss: -16.70039,lr: 0.00172
|
| 151 |
+
[2023-06-03 15:31:12.281878]Train epoch [31 / 200],batch: [100 / 563],loss: -16.70994,lr: 0.00167
|
| 152 |
+
[2023-06-03 15:31:43.097361]Train epoch [31 / 200],batch: [200 / 563],loss: -16.71092,lr: 0.00167
|
| 153 |
+
[2023-06-03 15:32:13.920974]Train epoch [31 / 200],batch: [300 / 563],loss: -16.70602,lr: 0.00167
|
| 154 |
+
[2023-06-03 15:32:44.741953]Train epoch [31 / 200],batch: [400 / 563],loss: -16.69050,lr: 0.00167
|
| 155 |
+
[2023-06-03 15:33:15.565536]Train epoch [31 / 200],batch: [500 / 563],loss: -16.69711,lr: 0.00167
|
| 156 |
+
[2023-06-03 15:34:06.411144]Train epoch [32 / 200],batch: [100 / 563],loss: -16.66222,lr: 0.00167
|
| 157 |
+
[2023-06-03 15:34:37.239982]Train epoch [32 / 200],batch: [200 / 563],loss: -16.60119,lr: 0.00167
|
| 158 |
+
[2023-06-03 15:35:08.072008]Train epoch [32 / 200],batch: [300 / 563],loss: -16.66076,lr: 0.00167
|
| 159 |
+
[2023-06-03 15:35:38.922074]Train epoch [32 / 200],batch: [400 / 563],loss: -16.65595,lr: 0.00167
|
| 160 |
+
[2023-06-03 15:36:09.765177]Train epoch [32 / 200],batch: [500 / 563],loss: -16.69366,lr: 0.00167
|
| 161 |
+
[2023-06-03 15:37:00.842087]Train epoch [33 / 200],batch: [100 / 563],loss: -16.72310,lr: 0.00167
|
| 162 |
+
[2023-06-03 15:37:31.669691]Train epoch [33 / 200],batch: [200 / 563],loss: -16.71147,lr: 0.00167
|
| 163 |
+
[2023-06-03 15:38:02.510081]Train epoch [33 / 200],batch: [300 / 563],loss: -16.71430,lr: 0.00167
|
| 164 |
+
[2023-06-03 15:38:33.357442]Train epoch [33 / 200],batch: [400 / 563],loss: -16.71688,lr: 0.00167
|
| 165 |
+
[2023-06-03 15:39:04.194238]Train epoch [33 / 200],batch: [500 / 563],loss: -16.70621,lr: 0.00167
|
| 166 |
+
[2023-06-03 15:39:55.248159]Train epoch [34 / 200],batch: [100 / 563],loss: -16.72869,lr: 0.00167
|
| 167 |
+
[2023-06-03 15:40:26.051696]Train epoch [34 / 200],batch: [200 / 563],loss: -16.73525,lr: 0.00167
|
| 168 |
+
[2023-06-03 15:40:56.869588]Train epoch [34 / 200],batch: [300 / 563],loss: -16.71596,lr: 0.00167
|
| 169 |
+
[2023-06-03 15:41:27.701761]Train epoch [34 / 200],batch: [400 / 563],loss: -16.71912,lr: 0.00167
|
| 170 |
+
[2023-06-03 15:41:58.527779]Train epoch [34 / 200],batch: [500 / 563],loss: -16.71464,lr: 0.00167
|
| 171 |
+
[2023-06-03 15:42:49.789409]Train epoch [35 / 200],batch: [100 / 563],loss: -16.69704,lr: 0.00167
|
| 172 |
+
[2023-06-03 15:43:20.601147]Train epoch [35 / 200],batch: [200 / 563],loss: -16.68260,lr: 0.00167
|
| 173 |
+
[2023-06-03 15:43:51.415238]Train epoch [35 / 200],batch: [300 / 563],loss: -16.68500,lr: 0.00167
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+
[2023-06-03 15:44:22.239329]Train epoch [35 / 200],batch: [400 / 563],loss: -16.69023,lr: 0.00167
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+
[2023-06-03 15:44:53.063521]Train epoch [35 / 200],batch: [500 / 563],loss: -16.71350,lr: 0.00167
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+
[2023-06-03 15:45:44.139105]Train epoch [36 / 200],batch: [100 / 563],loss: -16.79926,lr: 0.00162
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[2023-06-03 15:46:14.963238]Train epoch [36 / 200],batch: [200 / 563],loss: -16.75739,lr: 0.00162
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+
[2023-06-03 15:46:45.782444]Train epoch [36 / 200],batch: [300 / 563],loss: -16.74572,lr: 0.00162
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+
[2023-06-03 15:47:16.584514]Train epoch [36 / 200],batch: [400 / 563],loss: -16.71507,lr: 0.00162
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+
[2023-06-03 15:47:47.395282]Train epoch [36 / 200],batch: [500 / 563],loss: -16.71709,lr: 0.00162
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+
[2023-06-03 15:48:38.780810]Train epoch [37 / 200],batch: [100 / 563],loss: -16.70563,lr: 0.00162
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+
[2023-06-03 15:49:09.603648]Train epoch [37 / 200],batch: [200 / 563],loss: -16.76731,lr: 0.00162
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+
[2023-06-03 15:49:40.419813]Train epoch [37 / 200],batch: [300 / 563],loss: -16.76036,lr: 0.00162
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+
[2023-06-03 15:50:11.236577]Train epoch [37 / 200],batch: [400 / 563],loss: -16.71401,lr: 0.00162
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+
[2023-06-03 15:50:42.045111]Train epoch [37 / 200],batch: [500 / 563],loss: -16.70947,lr: 0.00162
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+
[2023-06-03 15:51:32.990107]Train epoch [38 / 200],batch: [100 / 563],loss: -16.70166,lr: 0.00162
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+
[2023-06-03 15:52:03.820313]Train epoch [38 / 200],batch: [200 / 563],loss: -16.70411,lr: 0.00162
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+
[2023-06-03 15:52:34.639603]Train epoch [38 / 200],batch: [300 / 563],loss: -16.69338,lr: 0.00162
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+
[2023-06-03 15:53:05.466699]Train epoch [38 / 200],batch: [400 / 563],loss: -16.71663,lr: 0.00162
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+
[2023-06-03 15:53:36.294046]Train epoch [38 / 200],batch: [500 / 563],loss: -16.71698,lr: 0.00162
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+
[2023-06-03 15:54:27.381516]Train epoch [39 / 200],batch: [100 / 563],loss: -16.63047,lr: 0.00162
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+
[2023-06-03 15:54:58.207620]Train epoch [39 / 200],batch: [200 / 563],loss: -16.67206,lr: 0.00162
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+
[2023-06-03 15:55:29.044544]Train epoch [39 / 200],batch: [300 / 563],loss: -16.69284,lr: 0.00162
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+
[2023-06-03 15:55:59.877725]Train epoch [39 / 200],batch: [400 / 563],loss: -16.69053,lr: 0.00162
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+
[2023-06-03 15:56:30.712583]Train epoch [39 / 200],batch: [500 / 563],loss: -16.69995,lr: 0.00162
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+
[2023-06-03 15:57:21.672660]Train epoch [40 / 200],batch: [100 / 563],loss: -16.69738,lr: 0.00162
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+
[2023-06-03 15:57:52.501721]Train epoch [40 / 200],batch: [200 / 563],loss: -16.68528,lr: 0.00162
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+
[2023-06-03 15:58:23.335333]Train epoch [40 / 200],batch: [300 / 563],loss: -16.69219,lr: 0.00162
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+
[2023-06-03 15:58:54.161060]Train epoch [40 / 200],batch: [400 / 563],loss: -16.71503,lr: 0.00162
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+
[2023-06-03 15:59:24.983423]Train epoch [40 / 200],batch: [500 / 563],loss: -16.71241,lr: 0.00162
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+
[2023-06-03 16:00:16.338249]Train epoch [41 / 200],batch: [100 / 563],loss: -16.76328,lr: 0.00157
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+
[2023-06-03 16:00:47.147170]Train epoch [41 / 200],batch: [200 / 563],loss: -16.71867,lr: 0.00157
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+
[2023-06-03 16:01:17.961239]Train epoch [41 / 200],batch: [300 / 563],loss: -16.72064,lr: 0.00157
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+
[2023-06-03 16:01:48.793958]Train epoch [41 / 200],batch: [400 / 563],loss: -16.71929,lr: 0.00157
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+
[2023-06-03 16:02:19.625639]Train epoch [41 / 200],batch: [500 / 563],loss: -16.72574,lr: 0.00157
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+
[2023-06-03 16:03:10.659890]Train epoch [42 / 200],batch: [100 / 563],loss: -16.74109,lr: 0.00157
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+
[2023-06-03 16:03:41.485081]Train epoch [42 / 200],batch: [200 / 563],loss: -16.70744,lr: 0.00157
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+
[2023-06-03 16:04:12.312167]Train epoch [42 / 200],batch: [300 / 563],loss: -16.72836,lr: 0.00157
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+
[2023-06-03 16:04:43.135557]Train epoch [42 / 200],batch: [400 / 563],loss: -16.73227,lr: 0.00157
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+
[2023-06-03 16:05:13.965413]Train epoch [42 / 200],batch: [500 / 563],loss: -16.72477,lr: 0.00157
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+
[2023-06-03 16:06:05.489911]Train epoch [43 / 200],batch: [100 / 563],loss: -16.69867,lr: 0.00157
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+
[2023-06-03 16:06:36.295695]Train epoch [43 / 200],batch: [200 / 563],loss: -16.67523,lr: 0.00157
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+
[2023-06-03 16:07:07.115506]Train epoch [43 / 200],batch: [300 / 563],loss: -16.69011,lr: 0.00157
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+
[2023-06-03 16:07:37.940417]Train epoch [43 / 200],batch: [400 / 563],loss: -16.69832,lr: 0.00157
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+
[2023-06-03 16:08:08.776065]Train epoch [43 / 200],batch: [500 / 563],loss: -16.71855,lr: 0.00157
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+
[2023-06-03 16:09:00.122069]Train epoch [44 / 200],batch: [100 / 563],loss: -16.71894,lr: 0.00157
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+
[2023-06-03 16:09:30.929566]Train epoch [44 / 200],batch: [200 / 563],loss: -16.77996,lr: 0.00157
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+
[2023-06-03 16:10:01.739628]Train epoch [44 / 200],batch: [300 / 563],loss: -16.75247,lr: 0.00157
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+
[2023-06-03 16:10:32.556152]Train epoch [44 / 200],batch: [400 / 563],loss: -16.75051,lr: 0.00157
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+
[2023-06-03 16:11:03.364737]Train epoch [44 / 200],batch: [500 / 563],loss: -16.73211,lr: 0.00157
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+
[2023-06-03 16:11:54.358856]Train epoch [45 / 200],batch: [100 / 563],loss: -16.67362,lr: 0.00157
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+
[2023-06-03 16:12:25.188845]Train epoch [45 / 200],batch: [200 / 563],loss: -16.73942,lr: 0.00157
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+
[2023-06-03 16:12:56.024002]Train epoch [45 / 200],batch: [300 / 563],loss: -16.72869,lr: 0.00157
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+
[2023-06-03 16:13:26.855589]Train epoch [45 / 200],batch: [400 / 563],loss: -16.71189,lr: 0.00157
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+
[2023-06-03 16:13:57.675659]Train epoch [45 / 200],batch: [500 / 563],loss: -16.71868,lr: 0.00157
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+
[2023-06-03 16:14:48.986576]Train epoch [46 / 200],batch: [100 / 563],loss: -16.68414,lr: 0.00152
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+
[2023-06-03 16:15:19.820312]Train epoch [46 / 200],batch: [200 / 563],loss: -16.73366,lr: 0.00152
|
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+
[2023-06-03 16:15:50.639125]Train epoch [46 / 200],batch: [300 / 563],loss: -16.72984,lr: 0.00152
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+
[2023-06-03 16:16:21.456855]Train epoch [46 / 200],batch: [400 / 563],loss: -16.73673,lr: 0.00152
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+
[2023-06-03 16:16:52.261893]Train epoch [46 / 200],batch: [500 / 563],loss: -16.73106,lr: 0.00152
|
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+
[2023-06-03 16:17:43.777877]Train epoch [47 / 200],batch: [100 / 563],loss: -16.64062,lr: 0.00152
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+
[2023-06-03 16:18:14.595418]Train epoch [47 / 200],batch: [200 / 563],loss: -16.65536,lr: 0.00152
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+
[2023-06-03 16:18:45.424796]Train epoch [47 / 200],batch: [300 / 563],loss: -16.69083,lr: 0.00152
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+
[2023-06-03 16:19:16.252328]Train epoch [47 / 200],batch: [400 / 563],loss: -16.72061,lr: 0.00152
|
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+
[2023-06-03 16:19:47.080963]Train epoch [47 / 200],batch: [500 / 563],loss: -16.71733,lr: 0.00152
|
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+
[2023-06-03 16:20:38.149222]Train epoch [48 / 200],batch: [100 / 563],loss: -16.76873,lr: 0.00152
|
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+
[2023-06-03 16:21:08.965193]Train epoch [48 / 200],batch: [200 / 563],loss: -16.74467,lr: 0.00152
|
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+
[2023-06-03 16:21:39.780863]Train epoch [48 / 200],batch: [300 / 563],loss: -16.72900,lr: 0.00152
|
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+
[2023-06-03 16:22:10.593129]Train epoch [48 / 200],batch: [400 / 563],loss: -16.71311,lr: 0.00152
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+
[2023-06-03 16:22:41.421774]Train epoch [48 / 200],batch: [500 / 563],loss: -16.71971,lr: 0.00152
|
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+
[2023-06-03 16:23:32.805809]Train epoch [49 / 200],batch: [100 / 563],loss: -16.71357,lr: 0.00152
|
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+
[2023-06-03 16:24:03.646295]Train epoch [49 / 200],batch: [200 / 563],loss: -16.73186,lr: 0.00152
|
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+
[2023-06-03 16:24:34.481585]Train epoch [49 / 200],batch: [300 / 563],loss: -16.74151,lr: 0.00152
|
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+
[2023-06-03 16:25:05.318665]Train epoch [49 / 200],batch: [400 / 563],loss: -16.74278,lr: 0.00152
|
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+
[2023-06-03 16:25:36.160623]Train epoch [49 / 200],batch: [500 / 563],loss: -16.73114,lr: 0.00152
|
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+
[2023-06-03 16:26:27.476762]Train epoch [50 / 200],batch: [100 / 563],loss: -16.71478,lr: 0.00152
|
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+
[2023-06-03 16:26:58.290866]Train epoch [50 / 200],batch: [200 / 563],loss: -16.68966,lr: 0.00152
|
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+
[2023-06-03 16:27:29.112782]Train epoch [50 / 200],batch: [300 / 563],loss: -16.70941,lr: 0.00152
|
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+
[2023-06-03 16:27:59.944792]Train epoch [50 / 200],batch: [400 / 563],loss: -16.71824,lr: 0.00152
|
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+
[2023-06-03 16:28:30.777390]Train epoch [50 / 200],batch: [500 / 563],loss: -16.72613,lr: 0.00152
|
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+
[2023-06-03 16:29:21.630894]Train epoch [51 / 200],batch: [100 / 563],loss: -16.76065,lr: 0.00147
|
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+
[2023-06-03 16:29:52.452943]Train epoch [51 / 200],batch: [200 / 563],loss: -16.73116,lr: 0.00147
|
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+
[2023-06-03 16:30:23.259194]Train epoch [51 / 200],batch: [300 / 563],loss: -16.72024,lr: 0.00147
|
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+
[2023-06-03 16:30:54.080090]Train epoch [51 / 200],batch: [400 / 563],loss: -16.71955,lr: 0.00147
|
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+
[2023-06-03 16:31:24.892277]Train epoch [51 / 200],batch: [500 / 563],loss: -16.71880,lr: 0.00147
|
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+
[2023-06-03 16:32:16.201747]Train epoch [52 / 200],batch: [100 / 563],loss: -16.67240,lr: 0.00147
|
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+
[2023-06-03 16:32:47.012836]Train epoch [52 / 200],batch: [200 / 563],loss: -16.70683,lr: 0.00147
|
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+
[2023-06-03 16:33:17.829962]Train epoch [52 / 200],batch: [300 / 563],loss: -16.71048,lr: 0.00147
|
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+
[2023-06-03 16:33:48.638839]Train epoch [52 / 200],batch: [400 / 563],loss: -16.71422,lr: 0.00147
|
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+
[2023-06-03 16:34:19.462358]Train epoch [52 / 200],batch: [500 / 563],loss: -16.71364,lr: 0.00147
|
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+
[2023-06-03 16:35:10.470922]Train epoch [53 / 200],batch: [100 / 563],loss: -16.67760,lr: 0.00147
|
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+
[2023-06-03 16:35:41.303518]Train epoch [53 / 200],batch: [200 / 563],loss: -16.70710,lr: 0.00147
|
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+
[2023-06-03 16:36:12.143081]Train epoch [53 / 200],batch: [300 / 563],loss: -16.71413,lr: 0.00147
|
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+
[2023-06-03 16:36:42.968805]Train epoch [53 / 200],batch: [400 / 563],loss: -16.72269,lr: 0.00147
|
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+
[2023-06-03 16:37:13.795097]Train epoch [53 / 200],batch: [500 / 563],loss: -16.71929,lr: 0.00147
|
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+
[2023-06-03 16:38:04.779699]Train epoch [54 / 200],batch: [100 / 563],loss: -16.75535,lr: 0.00147
|
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+
[2023-06-03 16:38:35.591892]Train epoch [54 / 200],batch: [200 / 563],loss: -16.70681,lr: 0.00147
|
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+
[2023-06-03 16:39:06.400863]Train epoch [54 / 200],batch: [300 / 563],loss: -16.70465,lr: 0.00147
|
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+
[2023-06-03 16:39:37.213384]Train epoch [54 / 200],batch: [400 / 563],loss: -16.71420,lr: 0.00147
|
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+
[2023-06-03 16:40:08.043786]Train epoch [54 / 200],batch: [500 / 563],loss: -16.70895,lr: 0.00147
|
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+
[2023-06-03 16:40:59.093450]Train epoch [55 / 200],batch: [100 / 563],loss: -16.75874,lr: 0.00147
|
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+
[2023-06-03 16:41:29.926693]Train epoch [55 / 200],batch: [200 / 563],loss: -16.75154,lr: 0.00147
|
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+
[2023-06-03 16:42:00.759941]Train epoch [55 / 200],batch: [300 / 563],loss: -16.74900,lr: 0.00147
|
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+
[2023-06-03 16:42:31.602300]Train epoch [55 / 200],batch: [400 / 563],loss: -16.73248,lr: 0.00147
|
| 275 |
+
[2023-06-03 16:43:02.444305]Train epoch [55 / 200],batch: [500 / 563],loss: -16.72824,lr: 0.00147
|
| 276 |
+
[2023-06-03 16:43:53.308160]Train epoch [56 / 200],batch: [100 / 563],loss: -16.70132,lr: 0.00143
|
| 277 |
+
[2023-06-03 16:44:24.127629]Train epoch [56 / 200],batch: [200 / 563],loss: -16.66755,lr: 0.00143
|
| 278 |
+
[2023-06-03 16:44:54.957310]Train epoch [56 / 200],batch: [300 / 563],loss: -16.69322,lr: 0.00143
|
| 279 |
+
[2023-06-03 16:45:25.792630]Train epoch [56 / 200],batch: [400 / 563],loss: -16.71136,lr: 0.00143
|
| 280 |
+
[2023-06-03 16:45:56.621934]Train epoch [56 / 200],batch: [500 / 563],loss: -16.71896,lr: 0.00143
|
| 281 |
+
[2023-06-03 16:46:47.686453]Train epoch [57 / 200],batch: [100 / 563],loss: -16.71699,lr: 0.00143
|
| 282 |
+
[2023-06-03 16:47:18.508225]Train epoch [57 / 200],batch: [200 / 563],loss: -16.69216,lr: 0.00143
|
| 283 |
+
[2023-06-03 16:47:49.330685]Train epoch [57 / 200],batch: [300 / 563],loss: -16.72751,lr: 0.00143
|
| 284 |
+
[2023-06-03 16:48:20.154678]Train epoch [57 / 200],batch: [400 / 563],loss: -16.73883,lr: 0.00143
|
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+
[2023-06-03 16:48:50.974373]Train epoch [57 / 200],batch: [500 / 563],loss: -16.71542,lr: 0.00143
|
| 286 |
+
[2023-06-03 16:49:42.058053]Train epoch [58 / 200],batch: [100 / 563],loss: -16.67174,lr: 0.00143
|
| 287 |
+
[2023-06-03 16:50:12.875839]Train epoch [58 / 200],batch: [200 / 563],loss: -16.71381,lr: 0.00143
|
| 288 |
+
[2023-06-03 16:50:43.690789]Train epoch [58 / 200],batch: [300 / 563],loss: -16.71345,lr: 0.00143
|
| 289 |
+
[2023-06-03 16:51:14.520741]Train epoch [58 / 200],batch: [400 / 563],loss: -16.72044,lr: 0.00143
|
| 290 |
+
[2023-06-03 16:51:45.366533]Train epoch [58 / 200],batch: [500 / 563],loss: -16.72884,lr: 0.00143
|
| 291 |
+
[2023-06-03 16:52:36.347525]Train epoch [59 / 200],batch: [100 / 563],loss: -16.72183,lr: 0.00143
|
| 292 |
+
[2023-06-03 16:53:07.178990]Train epoch [59 / 200],batch: [200 / 563],loss: -16.73209,lr: 0.00143
|
| 293 |
+
[2023-06-03 16:53:38.012575]Train epoch [59 / 200],batch: [300 / 563],loss: -16.72101,lr: 0.00143
|
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+
[2023-06-03 16:54:08.826195]Train epoch [59 / 200],batch: [400 / 563],loss: -16.71958,lr: 0.00143
|
| 295 |
+
[2023-06-03 16:54:39.631158]Train epoch [59 / 200],batch: [500 / 563],loss: -16.71974,lr: 0.00143
|
| 296 |
+
[2023-06-03 16:55:30.694589]Train epoch [60 / 200],batch: [100 / 563],loss: -16.79418,lr: 0.00143
|
| 297 |
+
[2023-06-03 16:56:01.515597]Train epoch [60 / 200],batch: [200 / 563],loss: -16.71650,lr: 0.00143
|
| 298 |
+
[2023-06-03 16:56:32.331634]Train epoch [60 / 200],batch: [300 / 563],loss: -16.71732,lr: 0.00143
|
| 299 |
+
[2023-06-03 16:57:03.137767]Train epoch [60 / 200],batch: [400 / 563],loss: -16.72544,lr: 0.00143
|
| 300 |
+
[2023-06-03 16:57:33.951808]Train epoch [60 / 200],batch: [500 / 563],loss: -16.71668,lr: 0.00143
|
| 301 |
+
[2023-06-03 16:58:24.999280]Train epoch [61 / 200],batch: [100 / 563],loss: -16.78948,lr: 0.00139
|
| 302 |
+
[2023-06-03 16:58:55.833963]Train epoch [61 / 200],batch: [200 / 563],loss: -16.75397,lr: 0.00139
|
| 303 |
+
[2023-06-03 16:59:26.669183]Train epoch [61 / 200],batch: [300 / 563],loss: -16.76422,lr: 0.00139
|
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+
[2023-06-03 16:59:57.506756]Train epoch [61 / 200],batch: [400 / 563],loss: -16.72913,lr: 0.00139
|
| 305 |
+
[2023-06-03 17:00:28.325148]Train epoch [61 / 200],batch: [500 / 563],loss: -16.74117,lr: 0.00139
|
| 306 |
+
[2023-06-03 17:01:19.306090]Train epoch [62 / 200],batch: [100 / 563],loss: -16.76481,lr: 0.00139
|
| 307 |
+
[2023-06-03 17:01:50.135681]Train epoch [62 / 200],batch: [200 / 563],loss: -16.70231,lr: 0.00139
|
| 308 |
+
[2023-06-03 17:02:20.975937]Train epoch [62 / 200],batch: [300 / 563],loss: -16.71975,lr: 0.00139
|
| 309 |
+
[2023-06-03 17:02:51.818527]Train epoch [62 / 200],batch: [400 / 563],loss: -16.71508,lr: 0.00139
|
| 310 |
+
[2023-06-03 17:03:22.662111]Train epoch [62 / 200],batch: [500 / 563],loss: -16.72712,lr: 0.00139
|
| 311 |
+
[2023-06-03 17:04:13.579338]Train epoch [63 / 200],batch: [100 / 563],loss: -16.75079,lr: 0.00139
|
| 312 |
+
[2023-06-03 17:04:44.394986]Train epoch [63 / 200],batch: [200 / 563],loss: -16.77156,lr: 0.00139
|
| 313 |
+
[2023-06-03 17:05:15.203209]Train epoch [63 / 200],batch: [300 / 563],loss: -16.74173,lr: 0.00139
|
| 314 |
+
[2023-06-03 17:05:46.031487]Train epoch [63 / 200],batch: [400 / 563],loss: -16.71085,lr: 0.00139
|
| 315 |
+
[2023-06-03 17:06:16.862923]Train epoch [63 / 200],batch: [500 / 563],loss: -16.71849,lr: 0.00139
|
| 316 |
+
[2023-06-03 17:07:07.718928]Train epoch [64 / 200],batch: [100 / 563],loss: -16.67680,lr: 0.00139
|
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+
[2023-06-03 17:07:38.540381]Train epoch [64 / 200],batch: [200 / 563],loss: -16.68785,lr: 0.00139
|
| 318 |
+
[2023-06-03 17:08:09.359320]Train epoch [64 / 200],batch: [300 / 563],loss: -16.68315,lr: 0.00139
|
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+
[2023-06-03 17:08:40.193192]Train epoch [64 / 200],batch: [400 / 563],loss: -16.71991,lr: 0.00139
|
| 320 |
+
[2023-06-03 17:09:11.025665]Train epoch [64 / 200],batch: [500 / 563],loss: -16.71947,lr: 0.00139
|
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+
[2023-06-03 17:10:02.106838]Train epoch [65 / 200],batch: [100 / 563],loss: -16.73936,lr: 0.00139
|
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+
[2023-06-03 17:10:32.936796]Train epoch [65 / 200],batch: [200 / 563],loss: -16.71355,lr: 0.00139
|
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+
[2023-06-03 17:11:03.757479]Train epoch [65 / 200],batch: [300 / 563],loss: -16.72640,lr: 0.00139
|
| 324 |
+
[2023-06-03 17:11:34.572244]Train epoch [65 / 200],batch: [400 / 563],loss: -16.72499,lr: 0.00139
|
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+
[2023-06-03 17:12:05.398623]Train epoch [65 / 200],batch: [500 / 563],loss: -16.71889,lr: 0.00139
|
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+
[2023-06-03 17:12:56.334703]Train epoch [66 / 200],batch: [100 / 563],loss: -16.77003,lr: 0.00135
|
| 327 |
+
[2023-06-03 17:13:27.167644]Train epoch [66 / 200],batch: [200 / 563],loss: -16.72787,lr: 0.00135
|
| 328 |
+
[2023-06-03 17:13:58.000696]Train epoch [66 / 200],batch: [300 / 563],loss: -16.70252,lr: 0.00135
|
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+
[2023-06-03 17:14:28.833127]Train epoch [66 / 200],batch: [400 / 563],loss: -16.71905,lr: 0.00135
|
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+
[2023-06-03 17:14:59.656031]Train epoch [66 / 200],batch: [500 / 563],loss: -16.72786,lr: 0.00135
|
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+
[2023-06-03 17:15:50.674742]Train epoch [67 / 200],batch: [100 / 563],loss: -16.61673,lr: 0.00135
|
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+
[2023-06-03 17:16:21.478053]Train epoch [67 / 200],batch: [200 / 563],loss: -16.69286,lr: 0.00135
|
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+
[2023-06-03 17:16:52.286865]Train epoch [67 / 200],batch: [300 / 563],loss: -16.68624,lr: 0.00135
|
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+
[2023-06-03 17:17:23.107216]Train epoch [67 / 200],batch: [400 / 563],loss: -16.71643,lr: 0.00135
|
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+
[2023-06-03 17:17:53.922459]Train epoch [67 / 200],batch: [500 / 563],loss: -16.71582,lr: 0.00135
|
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+
[2023-06-03 17:18:44.796092]Train epoch [68 / 200],batch: [100 / 563],loss: -16.68780,lr: 0.00135
|
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+
[2023-06-03 17:19:15.639290]Train epoch [68 / 200],batch: [200 / 563],loss: -16.70811,lr: 0.00135
|
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+
[2023-06-03 17:19:46.477079]Train epoch [68 / 200],batch: [300 / 563],loss: -16.70203,lr: 0.00135
|
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+
[2023-06-03 17:20:17.301210]Train epoch [68 / 200],batch: [400 / 563],loss: -16.70020,lr: 0.00135
|
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+
[2023-06-03 17:20:48.124338]Train epoch [68 / 200],batch: [500 / 563],loss: -16.73434,lr: 0.00135
|
| 341 |
+
[2023-06-03 17:21:39.420280]Train epoch [69 / 200],batch: [100 / 563],loss: -16.70656,lr: 0.00135
|
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+
[2023-06-03 17:22:10.248547]Train epoch [69 / 200],batch: [200 / 563],loss: -16.73760,lr: 0.00135
|
| 343 |
+
[2023-06-03 17:22:41.088114]Train epoch [69 / 200],batch: [300 / 563],loss: -16.73105,lr: 0.00135
|
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+
[2023-06-03 17:23:11.938972]Train epoch [69 / 200],batch: [400 / 563],loss: -16.74068,lr: 0.00135
|
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+
[2023-06-03 17:23:42.799176]Train epoch [69 / 200],batch: [500 / 563],loss: -16.73576,lr: 0.00135
|
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+
[2023-06-03 17:24:33.991937]Train epoch [70 / 200],batch: [100 / 563],loss: -16.68305,lr: 0.00135
|
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+
[2023-06-03 17:25:04.804421]Train epoch [70 / 200],batch: [200 / 563],loss: -16.69637,lr: 0.00135
|
| 348 |
+
[2023-06-03 17:25:35.625978]Train epoch [70 / 200],batch: [300 / 563],loss: -16.71850,lr: 0.00135
|
| 349 |
+
[2023-06-03 17:26:06.441502]Train epoch [70 / 200],batch: [400 / 563],loss: -16.71475,lr: 0.00135
|
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+
[2023-06-03 17:26:37.256096]Train epoch [70 / 200],batch: [500 / 563],loss: -16.71851,lr: 0.00135
|
| 351 |
+
[2023-06-03 17:27:28.584143]Train epoch [71 / 200],batch: [100 / 563],loss: -16.79241,lr: 0.00131
|
| 352 |
+
[2023-06-03 17:27:59.394850]Train epoch [71 / 200],batch: [200 / 563],loss: -16.75531,lr: 0.00131
|
| 353 |
+
[2023-06-03 17:28:30.209527]Train epoch [71 / 200],batch: [300 / 563],loss: -16.74618,lr: 0.00131
|
| 354 |
+
[2023-06-03 17:29:01.025222]Train epoch [71 / 200],batch: [400 / 563],loss: -16.73250,lr: 0.00131
|
| 355 |
+
[2023-06-03 17:29:31.847917]Train epoch [71 / 200],batch: [500 / 563],loss: -16.72780,lr: 0.00131
|
| 356 |
+
[2023-06-03 17:30:22.703484]Train epoch [72 / 200],batch: [100 / 563],loss: -16.77130,lr: 0.00131
|
| 357 |
+
[2023-06-03 17:30:53.530264]Train epoch [72 / 200],batch: [200 / 563],loss: -16.75874,lr: 0.00131
|
| 358 |
+
[2023-06-03 17:31:24.363187]Train epoch [72 / 200],batch: [300 / 563],loss: -16.75149,lr: 0.00131
|
| 359 |
+
[2023-06-03 17:31:55.186933]Train epoch [72 / 200],batch: [400 / 563],loss: -16.72999,lr: 0.00131
|
| 360 |
+
[2023-06-03 17:32:26.009075]Train epoch [72 / 200],batch: [500 / 563],loss: -16.73196,lr: 0.00131
|
| 361 |
+
[2023-06-03 17:33:16.850783]Train epoch [73 / 200],batch: [100 / 563],loss: -16.74375,lr: 0.00131
|
| 362 |
+
[2023-06-03 17:33:47.662086]Train epoch [73 / 200],batch: [200 / 563],loss: -16.77400,lr: 0.00131
|
| 363 |
+
[2023-06-03 17:34:21.088717]Train epoch [73 / 200],batch: [300 / 563],loss: -16.73218,lr: 0.00131
|
| 364 |
+
[2023-06-03 17:34:54.153145]Train epoch [73 / 200],batch: [400 / 563],loss: -16.72222,lr: 0.00131
|
| 365 |
+
[2023-06-03 17:35:24.968802]Train epoch [73 / 200],batch: [500 / 563],loss: -16.72075,lr: 0.00131
|
| 366 |
+
[2023-06-03 17:36:16.307489]Train epoch [74 / 200],batch: [100 / 563],loss: -16.75434,lr: 0.00131
|
| 367 |
+
[2023-06-03 17:36:47.137828]Train epoch [74 / 200],batch: [200 / 563],loss: -16.80102,lr: 0.00131
|
| 368 |
+
[2023-06-03 17:37:17.954294]Train epoch [74 / 200],batch: [300 / 563],loss: -16.72981,lr: 0.00131
|
| 369 |
+
[2023-06-03 17:37:48.771584]Train epoch [74 / 200],batch: [400 / 563],loss: -16.72626,lr: 0.00131
|
| 370 |
+
[2023-06-03 17:38:19.594024]Train epoch [74 / 200],batch: [500 / 563],loss: -16.71564,lr: 0.00131
|
| 371 |
+
[2023-06-03 17:39:11.224941]Train epoch [75 / 200],batch: [100 / 563],loss: -16.56755,lr: 0.00131
|
| 372 |
+
[2023-06-03 17:39:42.044302]Train epoch [75 / 200],batch: [200 / 563],loss: -16.69478,lr: 0.00131
|
| 373 |
+
[2023-06-03 17:40:12.883818]Train epoch [75 / 200],batch: [300 / 563],loss: -16.74864,lr: 0.00131
|
| 374 |
+
[2023-06-03 17:40:43.711935]Train epoch [75 / 200],batch: [400 / 563],loss: -16.73325,lr: 0.00131
|
| 375 |
+
[2023-06-03 17:41:14.539799]Train epoch [75 / 200],batch: [500 / 563],loss: -16.71990,lr: 0.00131
|
| 376 |
+
[2023-06-03 17:42:06.015858]Train epoch [76 / 200],batch: [100 / 563],loss: -16.83854,lr: 0.00127
|
| 377 |
+
[2023-06-03 17:42:36.821383]Train epoch [76 / 200],batch: [200 / 563],loss: -16.76091,lr: 0.00127
|
| 378 |
+
[2023-06-03 17:43:07.639693]Train epoch [76 / 200],batch: [300 / 563],loss: -16.76342,lr: 0.00127
|
| 379 |
+
[2023-06-03 17:43:38.453802]Train epoch [76 / 200],batch: [400 / 563],loss: -16.74328,lr: 0.00127
|
| 380 |
+
[2023-06-03 17:44:09.266204]Train epoch [76 / 200],batch: [500 / 563],loss: -16.71345,lr: 0.00127
|
| 381 |
+
[2023-06-03 17:45:00.308499]Train epoch [77 / 200],batch: [100 / 563],loss: -16.72045,lr: 0.00127
|
| 382 |
+
[2023-06-03 17:45:31.121793]Train epoch [77 / 200],batch: [200 / 563],loss: -16.70644,lr: 0.00127
|
| 383 |
+
[2023-06-03 17:46:01.937635]Train epoch [77 / 200],batch: [300 / 563],loss: -16.72824,lr: 0.00127
|
| 384 |
+
[2023-06-03 17:46:32.768460]Train epoch [77 / 200],batch: [400 / 563],loss: -16.71753,lr: 0.00127
|
| 385 |
+
[2023-06-03 17:47:03.597013]Train epoch [77 / 200],batch: [500 / 563],loss: -16.72231,lr: 0.00127
|
| 386 |
+
[2023-06-03 17:47:55.016630]Train epoch [78 / 200],batch: [100 / 563],loss: -16.61757,lr: 0.00127
|
| 387 |
+
[2023-06-03 17:48:25.832483]Train epoch [78 / 200],batch: [200 / 563],loss: -16.70865,lr: 0.00127
|
| 388 |
+
[2023-06-03 17:48:56.636895]Train epoch [78 / 200],batch: [300 / 563],loss: -16.70577,lr: 0.00127
|
| 389 |
+
[2023-06-03 17:49:27.439109]Train epoch [78 / 200],batch: [400 / 563],loss: -16.70714,lr: 0.00127
|
| 390 |
+
[2023-06-03 17:49:58.248550]Train epoch [78 / 200],batch: [500 / 563],loss: -16.71820,lr: 0.00127
|
| 391 |
+
[2023-06-03 17:50:49.308549]Train epoch [79 / 200],batch: [100 / 563],loss: -16.82739,lr: 0.00127
|
| 392 |
+
[2023-06-03 17:51:20.123917]Train epoch [79 / 200],batch: [200 / 563],loss: -16.72243,lr: 0.00127
|
| 393 |
+
[2023-06-03 17:51:50.925281]Train epoch [79 / 200],batch: [300 / 563],loss: -16.71187,lr: 0.00127
|
| 394 |
+
[2023-06-03 17:52:21.730407]Train epoch [79 / 200],batch: [400 / 563],loss: -16.72502,lr: 0.00127
|
| 395 |
+
[2023-06-03 17:52:52.557874]Train epoch [79 / 200],batch: [500 / 563],loss: -16.72337,lr: 0.00127
|
| 396 |
+
[2023-06-03 17:53:43.860013]Train epoch [80 / 200],batch: [100 / 563],loss: -16.75919,lr: 0.00127
|
| 397 |
+
[2023-06-03 17:54:14.672365]Train epoch [80 / 200],batch: [200 / 563],loss: -16.73232,lr: 0.00127
|
| 398 |
+
[2023-06-03 17:54:45.485372]Train epoch [80 / 200],batch: [300 / 563],loss: -16.73554,lr: 0.00127
|
| 399 |
+
[2023-06-03 17:55:16.291532]Train epoch [80 / 200],batch: [400 / 563],loss: -16.73012,lr: 0.00127
|
| 400 |
+
[2023-06-03 17:55:47.107332]Train epoch [80 / 200],batch: [500 / 563],loss: -16.71652,lr: 0.00127
|
| 401 |
+
[2023-06-03 17:56:38.148709]Train epoch [81 / 200],batch: [100 / 563],loss: -16.73699,lr: 0.00123
|
| 402 |
+
[2023-06-03 17:57:08.977844]Train epoch [81 / 200],batch: [200 / 563],loss: -16.77349,lr: 0.00123
|
| 403 |
+
[2023-06-03 17:57:39.813060]Train epoch [81 / 200],batch: [300 / 563],loss: -16.77984,lr: 0.00123
|
| 404 |
+
[2023-06-03 17:58:10.631992]Train epoch [81 / 200],batch: [400 / 563],loss: -16.75961,lr: 0.00123
|
| 405 |
+
[2023-06-03 17:58:41.443073]Train epoch [81 / 200],batch: [500 / 563],loss: -16.73486,lr: 0.00123
|
| 406 |
+
[2023-06-03 17:59:32.553695]Train epoch [82 / 200],batch: [100 / 563],loss: -16.64291,lr: 0.00123
|
| 407 |
+
[2023-06-03 18:00:03.366994]Train epoch [82 / 200],batch: [200 / 563],loss: -16.71063,lr: 0.00123
|
| 408 |
+
[2023-06-03 18:00:34.175138]Train epoch [82 / 200],batch: [300 / 563],loss: -16.68287,lr: 0.00123
|
| 409 |
+
[2023-06-03 18:01:04.989000]Train epoch [82 / 200],batch: [400 / 563],loss: -16.69749,lr: 0.00123
|
| 410 |
+
[2023-06-03 18:01:35.795889]Train epoch [82 / 200],batch: [500 / 563],loss: -16.71464,lr: 0.00123
|
| 411 |
+
[2023-06-03 18:02:26.868520]Train epoch [83 / 200],batch: [100 / 563],loss: -16.72728,lr: 0.00123
|
| 412 |
+
[2023-06-03 18:02:57.675192]Train epoch [83 / 200],batch: [200 / 563],loss: -16.70120,lr: 0.00123
|
| 413 |
+
[2023-06-03 18:03:28.487000]Train epoch [83 / 200],batch: [300 / 563],loss: -16.72298,lr: 0.00123
|
| 414 |
+
[2023-06-03 18:03:59.305162]Train epoch [83 / 200],batch: [400 / 563],loss: -16.72516,lr: 0.00123
|
| 415 |
+
[2023-06-03 18:04:30.117110]Train epoch [83 / 200],batch: [500 / 563],loss: -16.72735,lr: 0.00123
|
| 416 |
+
[2023-06-03 18:05:21.081208]Train epoch [84 / 200],batch: [100 / 563],loss: -16.69841,lr: 0.00123
|
| 417 |
+
[2023-06-03 18:05:51.889677]Train epoch [84 / 200],batch: [200 / 563],loss: -16.73043,lr: 0.00123
|
| 418 |
+
[2023-06-03 18:06:22.705101]Train epoch [84 / 200],batch: [300 / 563],loss: -16.74243,lr: 0.00123
|
| 419 |
+
[2023-06-03 18:06:53.511457]Train epoch [84 / 200],batch: [400 / 563],loss: -16.72752,lr: 0.00123
|
| 420 |
+
[2023-06-03 18:07:24.320767]Train epoch [84 / 200],batch: [500 / 563],loss: -16.73228,lr: 0.00123
|
| 421 |
+
[2023-06-03 18:08:15.344633]Train epoch [85 / 200],batch: [100 / 563],loss: -16.59977,lr: 0.00123
|
| 422 |
+
[2023-06-03 18:08:46.167505]Train epoch [85 / 200],batch: [200 / 563],loss: -16.68087,lr: 0.00123
|
| 423 |
+
[2023-06-03 18:09:16.999888]Train epoch [85 / 200],batch: [300 / 563],loss: -16.69084,lr: 0.00123
|
| 424 |
+
[2023-06-03 18:09:47.843998]Train epoch [85 / 200],batch: [400 / 563],loss: -16.71095,lr: 0.00123
|
| 425 |
+
[2023-06-03 18:10:18.686438]Train epoch [85 / 200],batch: [500 / 563],loss: -16.71706,lr: 0.00123
|
| 426 |
+
[2023-06-03 18:11:09.719166]Train epoch [86 / 200],batch: [100 / 563],loss: -16.63884,lr: 0.00119
|
| 427 |
+
[2023-06-03 18:11:40.531410]Train epoch [86 / 200],batch: [200 / 563],loss: -16.70975,lr: 0.00119
|
| 428 |
+
[2023-06-03 18:12:11.342091]Train epoch [86 / 200],batch: [300 / 563],loss: -16.70586,lr: 0.00119
|
| 429 |
+
[2023-06-03 18:12:42.174329]Train epoch [86 / 200],batch: [400 / 563],loss: -16.71369,lr: 0.00119
|
| 430 |
+
[2023-06-03 18:13:12.996626]Train epoch [86 / 200],batch: [500 / 563],loss: -16.71540,lr: 0.00119
|
| 431 |
+
[2023-06-03 18:14:04.041614]Train epoch [87 / 200],batch: [100 / 563],loss: -16.72716,lr: 0.00119
|
| 432 |
+
[2023-06-03 18:14:34.885812]Train epoch [87 / 200],batch: [200 / 563],loss: -16.69298,lr: 0.00119
|
| 433 |
+
[2023-06-03 18:15:05.697488]Train epoch [87 / 200],batch: [300 / 563],loss: -16.70983,lr: 0.00119
|
| 434 |
+
[2023-06-03 18:15:36.517943]Train epoch [87 / 200],batch: [400 / 563],loss: -16.71533,lr: 0.00119
|
| 435 |
+
[2023-06-03 18:16:07.339765]Train epoch [87 / 200],batch: [500 / 563],loss: -16.73055,lr: 0.00119
|
| 436 |
+
[2023-06-03 18:16:58.692933]Train epoch [88 / 200],batch: [100 / 563],loss: -16.71777,lr: 0.00119
|
| 437 |
+
[2023-06-03 18:17:29.495634]Train epoch [88 / 200],batch: [200 / 563],loss: -16.70861,lr: 0.00119
|
| 438 |
+
[2023-06-03 18:18:00.295736]Train epoch [88 / 200],batch: [300 / 563],loss: -16.74443,lr: 0.00119
|
| 439 |
+
[2023-06-03 18:18:31.095300]Train epoch [88 / 200],batch: [400 / 563],loss: -16.72156,lr: 0.00119
|
| 440 |
+
[2023-06-03 18:19:01.899574]Train epoch [88 / 200],batch: [500 / 563],loss: -16.72377,lr: 0.00119
|
| 441 |
+
[2023-06-03 18:19:52.951919]Train epoch [89 / 200],batch: [100 / 563],loss: -16.70644,lr: 0.00119
|
| 442 |
+
[2023-06-03 18:20:23.771417]Train epoch [89 / 200],batch: [200 / 563],loss: -16.66488,lr: 0.00119
|
| 443 |
+
[2023-06-03 18:20:54.598199]Train epoch [89 / 200],batch: [300 / 563],loss: -16.67849,lr: 0.00119
|
| 444 |
+
[2023-06-03 18:21:25.417171]Train epoch [89 / 200],batch: [400 / 563],loss: -16.71562,lr: 0.00119
|
| 445 |
+
[2023-06-03 18:21:56.217450]Train epoch [89 / 200],batch: [500 / 563],loss: -16.72101,lr: 0.00119
|
| 446 |
+
[2023-06-03 18:22:47.524193]Train epoch [90 / 200],batch: [100 / 563],loss: -16.71402,lr: 0.00119
|
| 447 |
+
[2023-06-03 18:23:18.334531]Train epoch [90 / 200],batch: [200 / 563],loss: -16.66584,lr: 0.00119
|
| 448 |
+
[2023-06-03 18:23:49.158584]Train epoch [90 / 200],batch: [300 / 563],loss: -16.71652,lr: 0.00119
|
| 449 |
+
[2023-06-03 18:24:19.996860]Train epoch [90 / 200],batch: [400 / 563],loss: -16.73566,lr: 0.00119
|
| 450 |
+
[2023-06-03 18:24:50.819437]Train epoch [90 / 200],batch: [500 / 563],loss: -16.72726,lr: 0.00119
|
| 451 |
+
[2023-06-03 18:25:41.942296]Train epoch [91 / 200],batch: [100 / 563],loss: -16.68869,lr: 0.00116
|
| 452 |
+
[2023-06-03 18:26:12.769364]Train epoch [91 / 200],batch: [200 / 563],loss: -16.71077,lr: 0.00116
|
| 453 |
+
[2023-06-03 18:26:43.584857]Train epoch [91 / 200],batch: [300 / 563],loss: -16.73084,lr: 0.00116
|
| 454 |
+
[2023-06-03 18:27:14.403245]Train epoch [91 / 200],batch: [400 / 563],loss: -16.74295,lr: 0.00116
|
| 455 |
+
[2023-06-03 18:27:45.235309]Train epoch [91 / 200],batch: [500 / 563],loss: -16.73229,lr: 0.00116
|
| 456 |
+
[2023-06-03 18:28:36.609396]Train epoch [92 / 200],batch: [100 / 563],loss: -16.66728,lr: 0.00116
|
| 457 |
+
[2023-06-03 18:29:07.421752]Train epoch [92 / 200],batch: [200 / 563],loss: -16.67670,lr: 0.00116
|
| 458 |
+
[2023-06-03 18:29:38.252303]Train epoch [92 / 200],batch: [300 / 563],loss: -16.70420,lr: 0.00116
|
| 459 |
+
[2023-06-03 18:30:09.088028]Train epoch [92 / 200],batch: [400 / 563],loss: -16.70439,lr: 0.00116
|
| 460 |
+
[2023-06-03 18:30:39.912903]Train epoch [92 / 200],batch: [500 / 563],loss: -16.71683,lr: 0.00116
|
| 461 |
+
[2023-06-03 18:31:31.024457]Train epoch [93 / 200],batch: [100 / 563],loss: -16.61613,lr: 0.00116
|
| 462 |
+
[2023-06-03 18:32:01.846918]Train epoch [93 / 200],batch: [200 / 563],loss: -16.68512,lr: 0.00116
|
| 463 |
+
[2023-06-03 18:32:32.670964]Train epoch [93 / 200],batch: [300 / 563],loss: -16.66778,lr: 0.00116
|
| 464 |
+
[2023-06-03 18:33:03.487551]Train epoch [93 / 200],batch: [400 / 563],loss: -16.71301,lr: 0.00116
|
| 465 |
+
[2023-06-03 18:33:34.307022]Train epoch [93 / 200],batch: [500 / 563],loss: -16.72210,lr: 0.00116
|
| 466 |
+
[2023-06-03 18:34:25.686900]Train epoch [94 / 200],batch: [100 / 563],loss: -16.76101,lr: 0.00116
|
| 467 |
+
[2023-06-03 18:34:56.496249]Train epoch [94 / 200],batch: [200 / 563],loss: -16.72104,lr: 0.00116
|
| 468 |
+
[2023-06-03 18:35:27.299927]Train epoch [94 / 200],batch: [300 / 563],loss: -16.72959,lr: 0.00116
|
| 469 |
+
[2023-06-03 18:35:58.118868]Train epoch [94 / 200],batch: [400 / 563],loss: -16.72357,lr: 0.00116
|
| 470 |
+
[2023-06-03 18:36:28.941053]Train epoch [94 / 200],batch: [500 / 563],loss: -16.72784,lr: 0.00116
|
| 471 |
+
[2023-06-03 18:37:20.242793]Train epoch [95 / 200],batch: [100 / 563],loss: -16.73804,lr: 0.00116
|
| 472 |
+
[2023-06-03 18:37:51.053999]Train epoch [95 / 200],batch: [200 / 563],loss: -16.76273,lr: 0.00116
|
| 473 |
+
[2023-06-03 18:38:21.872251]Train epoch [95 / 200],batch: [300 / 563],loss: -16.78531,lr: 0.00116
|
| 474 |
+
[2023-06-03 18:38:52.683293]Train epoch [95 / 200],batch: [400 / 563],loss: -16.74699,lr: 0.00116
|
| 475 |
+
[2023-06-03 18:39:23.492048]Train epoch [95 / 200],batch: [500 / 563],loss: -16.72721,lr: 0.00116
|
| 476 |
+
[2023-06-03 18:40:14.457520]Train epoch [96 / 200],batch: [100 / 563],loss: -16.70537,lr: 0.00112
|
| 477 |
+
[2023-06-03 18:40:45.277673]Train epoch [96 / 200],batch: [200 / 563],loss: -16.70322,lr: 0.00112
|
| 478 |
+
[2023-06-03 18:41:16.099246]Train epoch [96 / 200],batch: [300 / 563],loss: -16.72851,lr: 0.00112
|
| 479 |
+
[2023-06-03 18:41:46.928967]Train epoch [96 / 200],batch: [400 / 563],loss: -16.72397,lr: 0.00112
|
| 480 |
+
[2023-06-03 18:42:17.751711]Train epoch [96 / 200],batch: [500 / 563],loss: -16.71986,lr: 0.00112
|
| 481 |
+
[2023-06-03 18:43:08.920682]Train epoch [97 / 200],batch: [100 / 563],loss: -16.79683,lr: 0.00112
|
| 482 |
+
[2023-06-03 18:43:39.742757]Train epoch [97 / 200],batch: [200 / 563],loss: -16.71756,lr: 0.00112
|
| 483 |
+
[2023-06-03 18:44:10.580743]Train epoch [97 / 200],batch: [300 / 563],loss: -16.74222,lr: 0.00112
|
| 484 |
+
[2023-06-03 18:44:41.416657]Train epoch [97 / 200],batch: [400 / 563],loss: -16.72771,lr: 0.00112
|
| 485 |
+
[2023-06-03 18:45:12.245324]Train epoch [97 / 200],batch: [500 / 563],loss: -16.74262,lr: 0.00112
|
| 486 |
+
[2023-06-03 18:46:03.370405]Train epoch [98 / 200],batch: [100 / 563],loss: -16.76769,lr: 0.00112
|
| 487 |
+
[2023-06-03 18:46:34.183037]Train epoch [98 / 200],batch: [200 / 563],loss: -16.76348,lr: 0.00112
|
| 488 |
+
[2023-06-03 18:47:05.001530]Train epoch [98 / 200],batch: [300 / 563],loss: -16.73537,lr: 0.00112
|
| 489 |
+
[2023-06-03 18:47:35.826035]Train epoch [98 / 200],batch: [400 / 563],loss: -16.73175,lr: 0.00112
|
| 490 |
+
[2023-06-03 18:48:06.660735]Train epoch [98 / 200],batch: [500 / 563],loss: -16.72175,lr: 0.00112
|
| 491 |
+
[2023-06-03 18:48:58.245994]Train epoch [99 / 200],batch: [100 / 563],loss: -16.71853,lr: 0.00112
|
| 492 |
+
[2023-06-03 18:49:29.051373]Train epoch [99 / 200],batch: [200 / 563],loss: -16.73009,lr: 0.00112
|
| 493 |
+
[2023-06-03 18:49:59.860841]Train epoch [99 / 200],batch: [300 / 563],loss: -16.73000,lr: 0.00112
|
| 494 |
+
[2023-06-03 18:50:30.687301]Train epoch [99 / 200],batch: [400 / 563],loss: -16.73673,lr: 0.00112
|
| 495 |
+
[2023-06-03 18:51:01.505027]Train epoch [99 / 200],batch: [500 / 563],loss: -16.73580,lr: 0.00112
|
| 496 |
+
[2023-06-03 18:51:53.011006]Train epoch [100 / 200],batch: [100 / 563],loss: -16.75230,lr: 0.00112
|
| 497 |
+
[2023-06-03 18:52:23.819719]Train epoch [100 / 200],batch: [200 / 563],loss: -16.75767,lr: 0.00112
|
| 498 |
+
[2023-06-03 18:52:54.633522]Train epoch [100 / 200],batch: [300 / 563],loss: -16.75223,lr: 0.00112
|
| 499 |
+
[2023-06-03 18:53:25.451461]Train epoch [100 / 200],batch: [400 / 563],loss: -16.74408,lr: 0.00112
|
| 500 |
+
[2023-06-03 18:53:56.285581]Train epoch [100 / 200],batch: [500 / 563],loss: -16.73092,lr: 0.00112
|
| 501 |
+
[2023-06-03 18:54:47.585910]Train epoch [101 / 200],batch: [100 / 563],loss: -16.83590,lr: 0.00109
|
| 502 |
+
[2023-06-03 18:55:18.403404]Train epoch [101 / 200],batch: [200 / 563],loss: -16.74504,lr: 0.00109
|
| 503 |
+
[2023-06-03 18:55:49.209735]Train epoch [101 / 200],batch: [300 / 563],loss: -16.74640,lr: 0.00109
|
| 504 |
+
[2023-06-03 18:56:20.015770]Train epoch [101 / 200],batch: [400 / 563],loss: -16.72891,lr: 0.00109
|
| 505 |
+
[2023-06-03 18:56:50.824474]Train epoch [101 / 200],batch: [500 / 563],loss: -16.73005,lr: 0.00109
|
| 506 |
+
[2023-06-03 18:57:42.128992]Train epoch [102 / 200],batch: [100 / 563],loss: -16.68400,lr: 0.00109
|
| 507 |
+
[2023-06-03 18:58:12.946582]Train epoch [102 / 200],batch: [200 / 563],loss: -16.68699,lr: 0.00109
|
| 508 |
+
[2023-06-03 18:58:43.771660]Train epoch [102 / 200],batch: [300 / 563],loss: -16.71285,lr: 0.00109
|
| 509 |
+
[2023-06-03 18:59:14.600023]Train epoch [102 / 200],batch: [400 / 563],loss: -16.71998,lr: 0.00109
|
| 510 |
+
[2023-06-03 18:59:45.422563]Train epoch [102 / 200],batch: [500 / 563],loss: -16.71174,lr: 0.00109
|
| 511 |
+
[2023-06-03 19:00:36.509396]Train epoch [103 / 200],batch: [100 / 563],loss: -16.67231,lr: 0.00109
|
| 512 |
+
[2023-06-03 19:01:07.320481]Train epoch [103 / 200],batch: [200 / 563],loss: -16.68448,lr: 0.00109
|
| 513 |
+
[2023-06-03 19:01:38.132151]Train epoch [103 / 200],batch: [300 / 563],loss: -16.71395,lr: 0.00109
|
| 514 |
+
[2023-06-03 19:02:08.933137]Train epoch [103 / 200],batch: [400 / 563],loss: -16.71014,lr: 0.00109
|
| 515 |
+
[2023-06-03 19:02:39.738800]Train epoch [103 / 200],batch: [500 / 563],loss: -16.71547,lr: 0.00109
|
| 516 |
+
[2023-06-03 19:03:30.617830]Train epoch [104 / 200],batch: [100 / 563],loss: -16.66739,lr: 0.00109
|
| 517 |
+
[2023-06-03 19:04:01.441514]Train epoch [104 / 200],batch: [200 / 563],loss: -16.67415,lr: 0.00109
|
| 518 |
+
[2023-06-03 19:04:32.259624]Train epoch [104 / 200],batch: [300 / 563],loss: -16.70613,lr: 0.00109
|
| 519 |
+
[2023-06-03 19:05:03.088203]Train epoch [104 / 200],batch: [400 / 563],loss: -16.71159,lr: 0.00109
|
| 520 |
+
[2023-06-03 19:05:33.918037]Train epoch [104 / 200],batch: [500 / 563],loss: -16.71741,lr: 0.00109
|
| 521 |
+
[2023-06-03 19:06:25.206601]Train epoch [105 / 200],batch: [100 / 563],loss: -16.73604,lr: 0.00109
|
| 522 |
+
[2023-06-03 19:06:55.998468]Train epoch [105 / 200],batch: [200 / 563],loss: -16.74487,lr: 0.00109
|
| 523 |
+
[2023-06-03 19:07:26.811431]Train epoch [105 / 200],batch: [300 / 563],loss: -16.71961,lr: 0.00109
|
| 524 |
+
[2023-06-03 19:07:57.637774]Train epoch [105 / 200],batch: [400 / 563],loss: -16.71957,lr: 0.00109
|
| 525 |
+
[2023-06-03 19:08:28.465800]Train epoch [105 / 200],batch: [500 / 563],loss: -16.70709,lr: 0.00109
|
| 526 |
+
[2023-06-03 19:09:19.780318]Train epoch [106 / 200],batch: [100 / 563],loss: -16.74873,lr: 0.00105
|
| 527 |
+
[2023-06-03 19:09:50.596903]Train epoch [106 / 200],batch: [200 / 563],loss: -16.74413,lr: 0.00105
|
| 528 |
+
[2023-06-03 19:10:21.419884]Train epoch [106 / 200],batch: [300 / 563],loss: -16.72593,lr: 0.00105
|
| 529 |
+
[2023-06-03 19:10:52.231494]Train epoch [106 / 200],batch: [400 / 563],loss: -16.71370,lr: 0.00105
|
| 530 |
+
[2023-06-03 19:11:23.037902]Train epoch [106 / 200],batch: [500 / 563],loss: -16.72010,lr: 0.00105
|
| 531 |
+
[2023-06-03 19:12:14.101294]Train epoch [107 / 200],batch: [100 / 563],loss: -16.70041,lr: 0.00105
|
| 532 |
+
[2023-06-03 19:12:44.892488]Train epoch [107 / 200],batch: [200 / 563],loss: -16.71648,lr: 0.00105
|
| 533 |
+
[2023-06-03 19:13:15.687405]Train epoch [107 / 200],batch: [300 / 563],loss: -16.73467,lr: 0.00105
|
| 534 |
+
[2023-06-03 19:13:46.493093]Train epoch [107 / 200],batch: [400 / 563],loss: -16.73018,lr: 0.00105
|
| 535 |
+
[2023-06-03 19:14:17.314040]Train epoch [107 / 200],batch: [500 / 563],loss: -16.73233,lr: 0.00105
|
| 536 |
+
[2023-06-03 19:15:08.412454]Train epoch [108 / 200],batch: [100 / 563],loss: -16.77093,lr: 0.00105
|
| 537 |
+
[2023-06-03 19:15:39.236230]Train epoch [108 / 200],batch: [200 / 563],loss: -16.74659,lr: 0.00105
|
| 538 |
+
[2023-06-03 19:16:10.057364]Train epoch [108 / 200],batch: [300 / 563],loss: -16.75391,lr: 0.00105
|
| 539 |
+
[2023-06-03 19:16:40.869482]Train epoch [108 / 200],batch: [400 / 563],loss: -16.74012,lr: 0.00105
|
| 540 |
+
[2023-06-03 19:17:11.674565]Train epoch [108 / 200],batch: [500 / 563],loss: -16.72470,lr: 0.00105
|
| 541 |
+
[2023-06-03 19:18:02.597353]Train epoch [109 / 200],batch: [100 / 563],loss: -16.72378,lr: 0.00105
|
| 542 |
+
[2023-06-03 19:18:33.412048]Train epoch [109 / 200],batch: [200 / 563],loss: -16.69072,lr: 0.00105
|
| 543 |
+
[2023-06-03 19:19:04.229950]Train epoch [109 / 200],batch: [300 / 563],loss: -16.68922,lr: 0.00105
|
| 544 |
+
[2023-06-03 19:19:35.039177]Train epoch [109 / 200],batch: [400 / 563],loss: -16.71772,lr: 0.00105
|
| 545 |
+
[2023-06-03 19:20:05.855118]Train epoch [109 / 200],batch: [500 / 563],loss: -16.72700,lr: 0.00105
|
| 546 |
+
[2023-06-03 19:20:56.742639]Train epoch [110 / 200],batch: [100 / 563],loss: -16.69116,lr: 0.00105
|
| 547 |
+
[2023-06-03 19:21:27.559339]Train epoch [110 / 200],batch: [200 / 563],loss: -16.64678,lr: 0.00105
|
| 548 |
+
[2023-06-03 19:21:58.359919]Train epoch [110 / 200],batch: [300 / 563],loss: -16.68857,lr: 0.00105
|
| 549 |
+
[2023-06-03 19:22:29.163800]Train epoch [110 / 200],batch: [400 / 563],loss: -16.69789,lr: 0.00105
|
| 550 |
+
[2023-06-03 19:22:59.977277]Train epoch [110 / 200],batch: [500 / 563],loss: -16.71087,lr: 0.00105
|
| 551 |
+
[2023-06-03 19:23:51.048841]Train epoch [111 / 200],batch: [100 / 563],loss: -16.76192,lr: 0.00102
|
| 552 |
+
[2023-06-03 19:24:21.865037]Train epoch [111 / 200],batch: [200 / 563],loss: -16.71555,lr: 0.00102
|
| 553 |
+
[2023-06-03 19:24:52.702418]Train epoch [111 / 200],batch: [300 / 563],loss: -16.73747,lr: 0.00102
|
| 554 |
+
[2023-06-03 19:25:23.517168]Train epoch [111 / 200],batch: [400 / 563],loss: -16.72707,lr: 0.00102
|
| 555 |
+
[2023-06-03 19:25:54.332577]Train epoch [111 / 200],batch: [500 / 563],loss: -16.72005,lr: 0.00102
|
| 556 |
+
[2023-06-03 19:26:45.718350]Train epoch [112 / 200],batch: [100 / 563],loss: -16.66856,lr: 0.00102
|
| 557 |
+
[2023-06-03 19:27:16.529139]Train epoch [112 / 200],batch: [200 / 563],loss: -16.73111,lr: 0.00102
|
| 558 |
+
[2023-06-03 19:27:47.347157]Train epoch [112 / 200],batch: [300 / 563],loss: -16.73531,lr: 0.00102
|
| 559 |
+
[2023-06-03 19:28:18.154444]Train epoch [112 / 200],batch: [400 / 563],loss: -16.72529,lr: 0.00102
|
| 560 |
+
[2023-06-03 19:28:48.968069]Train epoch [112 / 200],batch: [500 / 563],loss: -16.72124,lr: 0.00102
|
| 561 |
+
[2023-06-03 19:29:40.017396]Train epoch [113 / 200],batch: [100 / 563],loss: -16.70118,lr: 0.00102
|
| 562 |
+
[2023-06-03 19:30:10.823019]Train epoch [113 / 200],batch: [200 / 563],loss: -16.68655,lr: 0.00102
|
| 563 |
+
[2023-06-03 19:30:41.629103]Train epoch [113 / 200],batch: [300 / 563],loss: -16.74492,lr: 0.00102
|
| 564 |
+
[2023-06-03 19:31:12.455891]Train epoch [113 / 200],batch: [400 / 563],loss: -16.71246,lr: 0.00102
|
| 565 |
+
[2023-06-03 19:31:43.283434]Train epoch [113 / 200],batch: [500 / 563],loss: -16.72273,lr: 0.00102
|
| 566 |
+
[2023-06-03 19:32:34.341587]Train epoch [114 / 200],batch: [100 / 563],loss: -16.70151,lr: 0.00102
|
| 567 |
+
[2023-06-03 19:33:05.145737]Train epoch [114 / 200],batch: [200 / 563],loss: -16.70705,lr: 0.00102
|
| 568 |
+
[2023-06-03 19:33:35.947149]Train epoch [114 / 200],batch: [300 / 563],loss: -16.74312,lr: 0.00102
|
| 569 |
+
[2023-06-03 19:34:06.752445]Train epoch [114 / 200],batch: [400 / 563],loss: -16.73764,lr: 0.00102
|
| 570 |
+
[2023-06-03 19:34:37.561878]Train epoch [114 / 200],batch: [500 / 563],loss: -16.73508,lr: 0.00102
|
| 571 |
+
[2023-06-03 19:35:28.832373]Train epoch [115 / 200],batch: [100 / 563],loss: -16.77788,lr: 0.00102
|
| 572 |
+
[2023-06-03 19:35:59.639409]Train epoch [115 / 200],batch: [200 / 563],loss: -16.75467,lr: 0.00102
|
| 573 |
+
[2023-06-03 19:36:30.441088]Train epoch [115 / 200],batch: [300 / 563],loss: -16.73812,lr: 0.00102
|
| 574 |
+
[2023-06-03 19:37:01.239333]Train epoch [115 / 200],batch: [400 / 563],loss: -16.73848,lr: 0.00102
|
| 575 |
+
[2023-06-03 19:37:32.055235]Train epoch [115 / 200],batch: [500 / 563],loss: -16.72246,lr: 0.00102
|
| 576 |
+
[2023-06-03 19:38:22.958748]Train epoch [116 / 200],batch: [100 / 563],loss: -16.68253,lr: 0.00099
|
| 577 |
+
[2023-06-03 19:38:53.770104]Train epoch [116 / 200],batch: [200 / 563],loss: -16.73496,lr: 0.00099
|
| 578 |
+
[2023-06-03 19:39:24.573624]Train epoch [116 / 200],batch: [300 / 563],loss: -16.75416,lr: 0.00099
|
| 579 |
+
[2023-06-03 19:39:55.373756]Train epoch [116 / 200],batch: [400 / 563],loss: -16.75268,lr: 0.00099
|
| 580 |
+
[2023-06-03 19:40:26.174663]Train epoch [116 / 200],batch: [500 / 563],loss: -16.73028,lr: 0.00099
|
| 581 |
+
[2023-06-03 19:41:17.444351]Train epoch [117 / 200],batch: [100 / 563],loss: -16.68539,lr: 0.00099
|
| 582 |
+
[2023-06-03 19:41:48.260457]Train epoch [117 / 200],batch: [200 / 563],loss: -16.72027,lr: 0.00099
|
| 583 |
+
[2023-06-03 19:42:19.075215]Train epoch [117 / 200],batch: [300 / 563],loss: -16.70273,lr: 0.00099
|
| 584 |
+
[2023-06-03 19:42:49.881418]Train epoch [117 / 200],batch: [400 / 563],loss: -16.71198,lr: 0.00099
|
| 585 |
+
[2023-06-03 19:43:20.697950]Train epoch [117 / 200],batch: [500 / 563],loss: -16.72011,lr: 0.00099
|
| 586 |
+
[2023-06-03 19:44:11.722210]Train epoch [118 / 200],batch: [100 / 563],loss: -16.79606,lr: 0.00099
|
| 587 |
+
[2023-06-03 19:44:42.530795]Train epoch [118 / 200],batch: [200 / 563],loss: -16.71748,lr: 0.00099
|
| 588 |
+
[2023-06-03 19:45:13.335929]Train epoch [118 / 200],batch: [300 / 563],loss: -16.70642,lr: 0.00099
|
| 589 |
+
[2023-06-03 19:45:44.131241]Train epoch [118 / 200],batch: [400 / 563],loss: -16.70968,lr: 0.00099
|
| 590 |
+
[2023-06-03 19:46:14.934964]Train epoch [118 / 200],batch: [500 / 563],loss: -16.71399,lr: 0.00099
|
| 591 |
+
[2023-06-03 19:47:05.912260]Train epoch [119 / 200],batch: [100 / 563],loss: -16.74583,lr: 0.00099
|
| 592 |
+
[2023-06-03 19:47:36.711005]Train epoch [119 / 200],batch: [200 / 563],loss: -16.68549,lr: 0.00099
|
| 593 |
+
[2023-06-03 19:48:07.520242]Train epoch [119 / 200],batch: [300 / 563],loss: -16.70580,lr: 0.00099
|
| 594 |
+
[2023-06-03 19:48:38.329490]Train epoch [119 / 200],batch: [400 / 563],loss: -16.73219,lr: 0.00099
|
| 595 |
+
[2023-06-03 19:49:09.132696]Train epoch [119 / 200],batch: [500 / 563],loss: -16.73020,lr: 0.00099
|
| 596 |
+
[2023-06-03 19:50:00.459378]Train epoch [120 / 200],batch: [100 / 563],loss: -16.73005,lr: 0.00099
|
| 597 |
+
[2023-06-03 19:50:31.263241]Train epoch [120 / 200],batch: [200 / 563],loss: -16.77670,lr: 0.00099
|
| 598 |
+
[2023-06-03 19:51:02.064581]Train epoch [120 / 200],batch: [300 / 563],loss: -16.75774,lr: 0.00099
|
| 599 |
+
[2023-06-03 19:51:32.866572]Train epoch [120 / 200],batch: [400 / 563],loss: -16.72127,lr: 0.00099
|
| 600 |
+
[2023-06-03 19:52:03.675514]Train epoch [120 / 200],batch: [500 / 563],loss: -16.71879,lr: 0.00099
|
| 601 |
+
[2023-06-03 19:52:54.835712]Train epoch [121 / 200],batch: [100 / 563],loss: -16.71248,lr: 0.00096
|
| 602 |
+
[2023-06-03 19:53:25.651743]Train epoch [121 / 200],batch: [200 / 563],loss: -16.71009,lr: 0.00096
|
| 603 |
+
[2023-06-03 19:53:56.482493]Train epoch [121 / 200],batch: [300 / 563],loss: -16.68192,lr: 0.00096
|
| 604 |
+
[2023-06-03 19:54:27.318326]Train epoch [121 / 200],batch: [400 / 563],loss: -16.68185,lr: 0.00096
|
| 605 |
+
[2023-06-03 19:54:58.159831]Train epoch [121 / 200],batch: [500 / 563],loss: -16.70285,lr: 0.00096
|
| 606 |
+
[2023-06-03 19:55:49.510461]Train epoch [122 / 200],batch: [100 / 563],loss: -16.67030,lr: 0.00096
|
| 607 |
+
[2023-06-03 19:56:20.310107]Train epoch [122 / 200],batch: [200 / 563],loss: -16.69802,lr: 0.00096
|
| 608 |
+
[2023-06-03 19:56:51.111150]Train epoch [122 / 200],batch: [300 / 563],loss: -16.69956,lr: 0.00096
|
| 609 |
+
[2023-06-03 19:57:21.909825]Train epoch [122 / 200],batch: [400 / 563],loss: -16.71064,lr: 0.00096
|
| 610 |
+
[2023-06-03 19:57:52.711552]Train epoch [122 / 200],batch: [500 / 563],loss: -16.72151,lr: 0.00096
|
| 611 |
+
[2023-06-03 19:58:44.031819]Train epoch [123 / 200],batch: [100 / 563],loss: -16.64269,lr: 0.00096
|
| 612 |
+
[2023-06-03 19:59:14.862339]Train epoch [123 / 200],batch: [200 / 563],loss: -16.62968,lr: 0.00096
|
| 613 |
+
[2023-06-03 19:59:45.696264]Train epoch [123 / 200],batch: [300 / 563],loss: -16.67948,lr: 0.00096
|
| 614 |
+
[2023-06-03 20:00:16.511041]Train epoch [123 / 200],batch: [400 / 563],loss: -16.70198,lr: 0.00096
|
| 615 |
+
[2023-06-03 20:00:47.327242]Train epoch [123 / 200],batch: [500 / 563],loss: -16.71719,lr: 0.00096
|
| 616 |
+
[2023-06-03 20:01:38.703390]Train epoch [124 / 200],batch: [100 / 563],loss: -16.75542,lr: 0.00096
|
| 617 |
+
[2023-06-03 20:02:09.506349]Train epoch [124 / 200],batch: [200 / 563],loss: -16.73177,lr: 0.00096
|
| 618 |
+
[2023-06-03 20:02:40.304597]Train epoch [124 / 200],batch: [300 / 563],loss: -16.70145,lr: 0.00096
|
| 619 |
+
[2023-06-03 20:03:11.101429]Train epoch [124 / 200],batch: [400 / 563],loss: -16.72368,lr: 0.00096
|
| 620 |
+
[2023-06-03 20:03:41.916719]Train epoch [124 / 200],batch: [500 / 563],loss: -16.72787,lr: 0.00096
|
| 621 |
+
[2023-06-03 20:04:32.929413]Train epoch [125 / 200],batch: [100 / 563],loss: -16.75141,lr: 0.00096
|
| 622 |
+
[2023-06-03 20:05:03.745847]Train epoch [125 / 200],batch: [200 / 563],loss: -16.76486,lr: 0.00096
|
| 623 |
+
[2023-06-03 20:05:34.567251]Train epoch [125 / 200],batch: [300 / 563],loss: -16.73135,lr: 0.00096
|
| 624 |
+
[2023-06-03 20:06:05.385477]Train epoch [125 / 200],batch: [400 / 563],loss: -16.70911,lr: 0.00096
|
| 625 |
+
[2023-06-03 20:06:36.191276]Train epoch [125 / 200],batch: [500 / 563],loss: -16.72944,lr: 0.00096
|
| 626 |
+
[2023-06-03 20:07:27.399112]Train epoch [126 / 200],batch: [100 / 563],loss: -16.73629,lr: 0.00093
|
| 627 |
+
[2023-06-03 20:07:58.207249]Train epoch [126 / 200],batch: [200 / 563],loss: -16.73819,lr: 0.00093
|
| 628 |
+
[2023-06-03 20:08:29.006796]Train epoch [126 / 200],batch: [300 / 563],loss: -16.73251,lr: 0.00093
|
| 629 |
+
[2023-06-03 20:08:59.818426]Train epoch [126 / 200],batch: [400 / 563],loss: -16.73377,lr: 0.00093
|
| 630 |
+
[2023-06-03 20:09:30.633249]Train epoch [126 / 200],batch: [500 / 563],loss: -16.72639,lr: 0.00093
|
| 631 |
+
[2023-06-03 20:10:21.608208]Train epoch [127 / 200],batch: [100 / 563],loss: -16.73994,lr: 0.00093
|
| 632 |
+
[2023-06-03 20:10:52.423112]Train epoch [127 / 200],batch: [200 / 563],loss: -16.72323,lr: 0.00093
|
| 633 |
+
[2023-06-03 20:11:23.243606]Train epoch [127 / 200],batch: [300 / 563],loss: -16.74876,lr: 0.00093
|
| 634 |
+
[2023-06-03 20:11:54.064347]Train epoch [127 / 200],batch: [400 / 563],loss: -16.73822,lr: 0.00093
|
| 635 |
+
[2023-06-03 20:12:24.885862]Train epoch [127 / 200],batch: [500 / 563],loss: -16.72458,lr: 0.00093
|
| 636 |
+
[2023-06-03 20:13:16.250452]Train epoch [128 / 200],batch: [100 / 563],loss: -16.70834,lr: 0.00093
|
| 637 |
+
[2023-06-03 20:13:47.054894]Train epoch [128 / 200],batch: [200 / 563],loss: -16.72791,lr: 0.00093
|
| 638 |
+
[2023-06-03 20:14:17.892771]Train epoch [128 / 200],batch: [300 / 563],loss: -16.70609,lr: 0.00093
|
| 639 |
+
[2023-06-03 20:14:48.722972]Train epoch [128 / 200],batch: [400 / 563],loss: -16.72682,lr: 0.00093
|
| 640 |
+
[2023-06-03 20:15:19.555129]Train epoch [128 / 200],batch: [500 / 563],loss: -16.71871,lr: 0.00093
|
| 641 |
+
[2023-06-03 20:16:10.525114]Train epoch [129 / 200],batch: [100 / 563],loss: -16.71424,lr: 0.00093
|
| 642 |
+
[2023-06-03 20:16:41.332491]Train epoch [129 / 200],batch: [200 / 563],loss: -16.69544,lr: 0.00093
|
| 643 |
+
[2023-06-03 20:17:12.132794]Train epoch [129 / 200],batch: [300 / 563],loss: -16.70117,lr: 0.00093
|
| 644 |
+
[2023-06-03 20:17:42.932538]Train epoch [129 / 200],batch: [400 / 563],loss: -16.71531,lr: 0.00093
|
| 645 |
+
[2023-06-03 20:18:13.739472]Train epoch [129 / 200],batch: [500 / 563],loss: -16.72907,lr: 0.00093
|
| 646 |
+
[2023-06-03 20:19:04.803190]Train epoch [130 / 200],batch: [100 / 563],loss: -16.70271,lr: 0.00093
|
| 647 |
+
[2023-06-03 20:19:35.617434]Train epoch [130 / 200],batch: [200 / 563],loss: -16.69752,lr: 0.00093
|
| 648 |
+
[2023-06-03 20:20:06.417050]Train epoch [130 / 200],batch: [300 / 563],loss: -16.67912,lr: 0.00093
|
| 649 |
+
[2023-06-03 20:20:37.226444]Train epoch [130 / 200],batch: [400 / 563],loss: -16.69700,lr: 0.00093
|
| 650 |
+
[2023-06-03 20:21:08.043863]Train epoch [130 / 200],batch: [500 / 563],loss: -16.72151,lr: 0.00093
|
| 651 |
+
[2023-06-03 20:21:59.079801]Train epoch [131 / 200],batch: [100 / 563],loss: -16.81186,lr: 0.00091
|
| 652 |
+
[2023-06-03 20:22:29.887302]Train epoch [131 / 200],batch: [200 / 563],loss: -16.76633,lr: 0.00091
|
| 653 |
+
[2023-06-03 20:23:00.699382]Train epoch [131 / 200],batch: [300 / 563],loss: -16.74898,lr: 0.00091
|
| 654 |
+
[2023-06-03 20:23:31.497628]Train epoch [131 / 200],batch: [400 / 563],loss: -16.72987,lr: 0.00091
|
| 655 |
+
[2023-06-03 20:24:02.303255]Train epoch [131 / 200],batch: [500 / 563],loss: -16.72248,lr: 0.00091
|
| 656 |
+
[2023-06-03 20:24:53.525897]Train epoch [132 / 200],batch: [100 / 563],loss: -16.78836,lr: 0.00091
|
| 657 |
+
[2023-06-03 20:25:24.332638]Train epoch [132 / 200],batch: [200 / 563],loss: -16.78082,lr: 0.00091
|
| 658 |
+
[2023-06-03 20:25:55.153986]Train epoch [132 / 200],batch: [300 / 563],loss: -16.77567,lr: 0.00091
|
| 659 |
+
[2023-06-03 20:26:25.983904]Train epoch [132 / 200],batch: [400 / 563],loss: -16.73611,lr: 0.00091
|
| 660 |
+
[2023-06-03 20:26:56.805875]Train epoch [132 / 200],batch: [500 / 563],loss: -16.73241,lr: 0.00091
|
| 661 |
+
[2023-06-03 20:27:47.742774]Train epoch [133 / 200],batch: [100 / 563],loss: -16.68368,lr: 0.00091
|
| 662 |
+
[2023-06-03 20:28:18.547026]Train epoch [133 / 200],batch: [200 / 563],loss: -16.71169,lr: 0.00091
|
| 663 |
+
[2023-06-03 20:28:49.383029]Train epoch [133 / 200],batch: [300 / 563],loss: -16.71949,lr: 0.00091
|
| 664 |
+
[2023-06-03 20:29:20.207554]Train epoch [133 / 200],batch: [400 / 563],loss: -16.71479,lr: 0.00091
|
| 665 |
+
[2023-06-03 20:29:51.026274]Train epoch [133 / 200],batch: [500 / 563],loss: -16.71561,lr: 0.00091
|
| 666 |
+
[2023-06-03 20:30:42.024857]Train epoch [134 / 200],batch: [100 / 563],loss: -16.75246,lr: 0.00091
|
| 667 |
+
[2023-06-03 20:31:12.839206]Train epoch [134 / 200],batch: [200 / 563],loss: -16.72228,lr: 0.00091
|
| 668 |
+
[2023-06-03 20:31:43.657198]Train epoch [134 / 200],batch: [300 / 563],loss: -16.71303,lr: 0.00091
|
| 669 |
+
[2023-06-03 20:32:14.476111]Train epoch [134 / 200],batch: [400 / 563],loss: -16.71729,lr: 0.00091
|
| 670 |
+
[2023-06-03 20:32:45.303230]Train epoch [134 / 200],batch: [500 / 563],loss: -16.72135,lr: 0.00091
|
| 671 |
+
[2023-06-03 20:33:36.498481]Train epoch [135 / 200],batch: [100 / 563],loss: -16.76168,lr: 0.00091
|
| 672 |
+
[2023-06-03 20:34:07.302855]Train epoch [135 / 200],batch: [200 / 563],loss: -16.74691,lr: 0.00091
|
| 673 |
+
[2023-06-03 20:34:38.112635]Train epoch [135 / 200],batch: [300 / 563],loss: -16.72885,lr: 0.00091
|
| 674 |
+
[2023-06-03 20:35:08.941918]Train epoch [135 / 200],batch: [400 / 563],loss: -16.73094,lr: 0.00091
|
| 675 |
+
[2023-06-03 20:35:39.771232]Train epoch [135 / 200],batch: [500 / 563],loss: -16.71934,lr: 0.00091
|
| 676 |
+
[2023-06-03 20:36:30.889752]Train epoch [136 / 200],batch: [100 / 563],loss: -16.69046,lr: 0.00088
|
| 677 |
+
[2023-06-03 20:37:01.708839]Train epoch [136 / 200],batch: [200 / 563],loss: -16.69674,lr: 0.00088
|
| 678 |
+
[2023-06-03 20:37:32.525806]Train epoch [136 / 200],batch: [300 / 563],loss: -16.73068,lr: 0.00088
|
| 679 |
+
[2023-06-03 20:38:03.346335]Train epoch [136 / 200],batch: [400 / 563],loss: -16.72471,lr: 0.00088
|
| 680 |
+
[2023-06-03 20:38:34.170045]Train epoch [136 / 200],batch: [500 / 563],loss: -16.73160,lr: 0.00088
|
| 681 |
+
[2023-06-03 20:39:25.226661]Train epoch [137 / 200],batch: [100 / 563],loss: -16.71633,lr: 0.00088
|
| 682 |
+
[2023-06-03 20:39:56.049827]Train epoch [137 / 200],batch: [200 / 563],loss: -16.74252,lr: 0.00088
|
| 683 |
+
[2023-06-03 20:40:26.852744]Train epoch [137 / 200],batch: [300 / 563],loss: -16.71925,lr: 0.00088
|
| 684 |
+
[2023-06-03 20:40:57.665529]Train epoch [137 / 200],batch: [400 / 563],loss: -16.73328,lr: 0.00088
|
| 685 |
+
[2023-06-03 20:41:28.480015]Train epoch [137 / 200],batch: [500 / 563],loss: -16.72012,lr: 0.00088
|
| 686 |
+
[2023-06-03 20:42:19.924781]Train epoch [138 / 200],batch: [100 / 563],loss: -16.72648,lr: 0.00088
|
| 687 |
+
[2023-06-03 20:42:50.740859]Train epoch [138 / 200],batch: [200 / 563],loss: -16.70549,lr: 0.00088
|
| 688 |
+
[2023-06-03 20:43:21.557344]Train epoch [138 / 200],batch: [300 / 563],loss: -16.71886,lr: 0.00088
|
| 689 |
+
[2023-06-03 20:43:52.371726]Train epoch [138 / 200],batch: [400 / 563],loss: -16.73300,lr: 0.00088
|
| 690 |
+
[2023-06-03 20:44:23.176634]Train epoch [138 / 200],batch: [500 / 563],loss: -16.72700,lr: 0.00088
|
| 691 |
+
[2023-06-03 20:45:14.283218]Train epoch [139 / 200],batch: [100 / 563],loss: -16.69188,lr: 0.00088
|
| 692 |
+
[2023-06-03 20:45:45.083328]Train epoch [139 / 200],batch: [200 / 563],loss: -16.69946,lr: 0.00088
|
| 693 |
+
[2023-06-03 20:46:15.876212]Train epoch [139 / 200],batch: [300 / 563],loss: -16.72273,lr: 0.00088
|
| 694 |
+
[2023-06-03 20:46:46.676078]Train epoch [139 / 200],batch: [400 / 563],loss: -16.71781,lr: 0.00088
|
| 695 |
+
[2023-06-03 20:47:17.473816]Train epoch [139 / 200],batch: [500 / 563],loss: -16.71443,lr: 0.00088
|
| 696 |
+
[2023-06-03 20:48:08.657599]Train epoch [140 / 200],batch: [100 / 563],loss: -16.73990,lr: 0.00088
|
| 697 |
+
[2023-06-03 20:48:39.464454]Train epoch [140 / 200],batch: [200 / 563],loss: -16.73266,lr: 0.00088
|
| 698 |
+
[2023-06-03 20:49:10.282815]Train epoch [140 / 200],batch: [300 / 563],loss: -16.72473,lr: 0.00088
|
| 699 |
+
[2023-06-03 20:49:41.105111]Train epoch [140 / 200],batch: [400 / 563],loss: -16.70359,lr: 0.00088
|
| 700 |
+
[2023-06-03 20:50:11.921709]Train epoch [140 / 200],batch: [500 / 563],loss: -16.71799,lr: 0.00088
|
| 701 |
+
[2023-06-03 20:51:02.922358]Train epoch [141 / 200],batch: [100 / 563],loss: -16.74807,lr: 0.00085
|
| 702 |
+
[2023-06-03 20:51:33.719290]Train epoch [141 / 200],batch: [200 / 563],loss: -16.74187,lr: 0.00085
|
| 703 |
+
[2023-06-03 20:52:04.527135]Train epoch [141 / 200],batch: [300 / 563],loss: -16.70226,lr: 0.00085
|
| 704 |
+
[2023-06-03 20:52:35.340764]Train epoch [141 / 200],batch: [400 / 563],loss: -16.72947,lr: 0.00085
|
| 705 |
+
[2023-06-03 20:53:06.156690]Train epoch [141 / 200],batch: [500 / 563],loss: -16.74063,lr: 0.00085
|
| 706 |
+
[2023-06-03 20:53:57.478067]Train epoch [142 / 200],batch: [100 / 563],loss: -16.67530,lr: 0.00085
|
| 707 |
+
[2023-06-03 20:54:28.303238]Train epoch [142 / 200],batch: [200 / 563],loss: -16.72513,lr: 0.00085
|
| 708 |
+
[2023-06-03 20:54:59.119011]Train epoch [142 / 200],batch: [300 / 563],loss: -16.74148,lr: 0.00085
|
| 709 |
+
[2023-06-03 20:55:29.934130]Train epoch [142 / 200],batch: [400 / 563],loss: -16.74241,lr: 0.00085
|
| 710 |
+
[2023-06-03 20:56:00.734075]Train epoch [142 / 200],batch: [500 / 563],loss: -16.73468,lr: 0.00085
|
| 711 |
+
[2023-06-03 20:56:51.783058]Train epoch [143 / 200],batch: [100 / 563],loss: -16.62135,lr: 0.00085
|
| 712 |
+
[2023-06-03 20:57:22.578308]Train epoch [143 / 200],batch: [200 / 563],loss: -16.66588,lr: 0.00085
|
| 713 |
+
[2023-06-03 20:57:53.390337]Train epoch [143 / 200],batch: [300 / 563],loss: -16.71431,lr: 0.00085
|
| 714 |
+
[2023-06-03 20:58:24.193891]Train epoch [143 / 200],batch: [400 / 563],loss: -16.72892,lr: 0.00085
|
| 715 |
+
[2023-06-03 20:58:55.011611]Train epoch [143 / 200],batch: [500 / 563],loss: -16.72961,lr: 0.00085
|
| 716 |
+
[2023-06-03 20:59:46.034773]Train epoch [144 / 200],batch: [100 / 563],loss: -16.80090,lr: 0.00085
|
| 717 |
+
[2023-06-03 21:00:16.839185]Train epoch [144 / 200],batch: [200 / 563],loss: -16.75209,lr: 0.00085
|
| 718 |
+
[2023-06-03 21:00:47.657932]Train epoch [144 / 200],batch: [300 / 563],loss: -16.73964,lr: 0.00085
|
| 719 |
+
[2023-06-03 21:01:18.468019]Train epoch [144 / 200],batch: [400 / 563],loss: -16.72138,lr: 0.00085
|
| 720 |
+
[2023-06-03 21:01:49.270759]Train epoch [144 / 200],batch: [500 / 563],loss: -16.71481,lr: 0.00085
|
| 721 |
+
[2023-06-03 21:02:40.511209]Train epoch [145 / 200],batch: [100 / 563],loss: -16.82654,lr: 0.00085
|
| 722 |
+
[2023-06-03 21:03:11.329907]Train epoch [145 / 200],batch: [200 / 563],loss: -16.76819,lr: 0.00085
|
| 723 |
+
[2023-06-03 21:03:42.145833]Train epoch [145 / 200],batch: [300 / 563],loss: -16.72870,lr: 0.00085
|
| 724 |
+
[2023-06-03 21:04:12.965697]Train epoch [145 / 200],batch: [400 / 563],loss: -16.73638,lr: 0.00085
|
| 725 |
+
[2023-06-03 21:04:43.784657]Train epoch [145 / 200],batch: [500 / 563],loss: -16.73194,lr: 0.00085
|
| 726 |
+
[2023-06-03 21:05:34.851666]Train epoch [146 / 200],batch: [100 / 563],loss: -16.74950,lr: 0.00083
|
| 727 |
+
[2023-06-03 21:06:05.682256]Train epoch [146 / 200],batch: [200 / 563],loss: -16.72893,lr: 0.00083
|
| 728 |
+
[2023-06-03 21:06:36.492362]Train epoch [146 / 200],batch: [300 / 563],loss: -16.72716,lr: 0.00083
|
| 729 |
+
[2023-06-03 21:07:07.300068]Train epoch [146 / 200],batch: [400 / 563],loss: -16.71332,lr: 0.00083
|
| 730 |
+
[2023-06-03 21:07:38.115340]Train epoch [146 / 200],batch: [500 / 563],loss: -16.71710,lr: 0.00083
|
| 731 |
+
[2023-06-03 21:08:29.492647]Train epoch [147 / 200],batch: [100 / 563],loss: -16.74979,lr: 0.00083
|
| 732 |
+
[2023-06-03 21:09:00.305229]Train epoch [147 / 200],batch: [200 / 563],loss: -16.73118,lr: 0.00083
|
| 733 |
+
[2023-06-03 21:09:31.130332]Train epoch [147 / 200],batch: [300 / 563],loss: -16.71768,lr: 0.00083
|
| 734 |
+
[2023-06-03 21:10:01.956468]Train epoch [147 / 200],batch: [400 / 563],loss: -16.71757,lr: 0.00083
|
| 735 |
+
[2023-06-03 21:10:32.788715]Train epoch [147 / 200],batch: [500 / 563],loss: -16.71732,lr: 0.00083
|
| 736 |
+
[2023-06-03 21:11:24.148086]Train epoch [148 / 200],batch: [100 / 563],loss: -16.70304,lr: 0.00083
|
| 737 |
+
[2023-06-03 21:11:54.944003]Train epoch [148 / 200],batch: [200 / 563],loss: -16.72034,lr: 0.00083
|
| 738 |
+
[2023-06-03 21:12:25.773058]Train epoch [148 / 200],batch: [300 / 563],loss: -16.72326,lr: 0.00083
|
| 739 |
+
[2023-06-03 21:12:56.587693]Train epoch [148 / 200],batch: [400 / 563],loss: -16.72649,lr: 0.00083
|
| 740 |
+
[2023-06-03 21:13:27.401398]Train epoch [148 / 200],batch: [500 / 563],loss: -16.72281,lr: 0.00083
|
| 741 |
+
[2023-06-03 21:14:18.709812]Train epoch [149 / 200],batch: [100 / 563],loss: -16.76491,lr: 0.00083
|
| 742 |
+
[2023-06-03 21:14:49.516884]Train epoch [149 / 200],batch: [200 / 563],loss: -16.70852,lr: 0.00083
|
| 743 |
+
[2023-06-03 21:15:20.325172]Train epoch [149 / 200],batch: [300 / 563],loss: -16.73115,lr: 0.00083
|
| 744 |
+
[2023-06-03 21:15:51.148148]Train epoch [149 / 200],batch: [400 / 563],loss: -16.73234,lr: 0.00083
|
| 745 |
+
[2023-06-03 21:16:21.979876]Train epoch [149 / 200],batch: [500 / 563],loss: -16.73752,lr: 0.00083
|
| 746 |
+
[2023-06-03 21:17:13.054267]Train epoch [150 / 200],batch: [100 / 563],loss: -16.66191,lr: 0.00083
|
| 747 |
+
[2023-06-03 21:17:43.848200]Train epoch [150 / 200],batch: [200 / 563],loss: -16.70991,lr: 0.00083
|
| 748 |
+
[2023-06-03 21:18:14.649551]Train epoch [150 / 200],batch: [300 / 563],loss: -16.74331,lr: 0.00083
|
| 749 |
+
[2023-06-03 21:18:45.449415]Train epoch [150 / 200],batch: [400 / 563],loss: -16.73376,lr: 0.00083
|
| 750 |
+
[2023-06-03 21:19:16.256865]Train epoch [150 / 200],batch: [500 / 563],loss: -16.72223,lr: 0.00083
|
| 751 |
+
[2023-06-03 21:20:07.513985]Train epoch [151 / 200],batch: [100 / 563],loss: -16.73917,lr: 0.00080
|
| 752 |
+
[2023-06-03 21:20:38.331377]Train epoch [151 / 200],batch: [200 / 563],loss: -16.71002,lr: 0.00080
|
| 753 |
+
[2023-06-03 21:21:09.134348]Train epoch [151 / 200],batch: [300 / 563],loss: -16.71785,lr: 0.00080
|
| 754 |
+
[2023-06-03 21:21:39.940661]Train epoch [151 / 200],batch: [400 / 563],loss: -16.71720,lr: 0.00080
|
| 755 |
+
[2023-06-03 21:22:10.761611]Train epoch [151 / 200],batch: [500 / 563],loss: -16.71517,lr: 0.00080
|
| 756 |
+
[2023-06-03 21:23:01.854625]Train epoch [152 / 200],batch: [100 / 563],loss: -16.66085,lr: 0.00080
|
| 757 |
+
[2023-06-03 21:23:32.652456]Train epoch [152 / 200],batch: [200 / 563],loss: -16.67895,lr: 0.00080
|
| 758 |
+
[2023-06-03 21:24:03.459003]Train epoch [152 / 200],batch: [300 / 563],loss: -16.67057,lr: 0.00080
|
| 759 |
+
[2023-06-03 21:24:34.275556]Train epoch [152 / 200],batch: [400 / 563],loss: -16.70897,lr: 0.00080
|
| 760 |
+
[2023-06-03 21:25:05.096524]Train epoch [152 / 200],batch: [500 / 563],loss: -16.71749,lr: 0.00080
|
| 761 |
+
[2023-06-03 21:25:56.162480]Train epoch [153 / 200],batch: [100 / 563],loss: -16.76245,lr: 0.00080
|
| 762 |
+
[2023-06-03 21:26:26.986440]Train epoch [153 / 200],batch: [200 / 563],loss: -16.71141,lr: 0.00080
|
| 763 |
+
[2023-06-03 21:26:57.806864]Train epoch [153 / 200],batch: [300 / 563],loss: -16.72092,lr: 0.00080
|
| 764 |
+
[2023-06-03 21:27:28.622045]Train epoch [153 / 200],batch: [400 / 563],loss: -16.72495,lr: 0.00080
|
| 765 |
+
[2023-06-03 21:27:59.428726]Train epoch [153 / 200],batch: [500 / 563],loss: -16.72680,lr: 0.00080
|
| 766 |
+
[2023-06-03 21:28:50.434493]Train epoch [154 / 200],batch: [100 / 563],loss: -16.68609,lr: 0.00080
|
| 767 |
+
[2023-06-03 21:29:21.249502]Train epoch [154 / 200],batch: [200 / 563],loss: -16.67556,lr: 0.00080
|
| 768 |
+
[2023-06-03 21:29:52.056448]Train epoch [154 / 200],batch: [300 / 563],loss: -16.70885,lr: 0.00080
|
| 769 |
+
[2023-06-03 21:30:22.870186]Train epoch [154 / 200],batch: [400 / 563],loss: -16.71157,lr: 0.00080
|
| 770 |
+
[2023-06-03 21:30:53.681137]Train epoch [154 / 200],batch: [500 / 563],loss: -16.70775,lr: 0.00080
|
| 771 |
+
[2023-06-03 21:31:44.593420]Train epoch [155 / 200],batch: [100 / 563],loss: -16.69047,lr: 0.00080
|
| 772 |
+
[2023-06-03 21:32:15.391741]Train epoch [155 / 200],batch: [200 / 563],loss: -16.68176,lr: 0.00080
|
| 773 |
+
[2023-06-03 21:32:46.195625]Train epoch [155 / 200],batch: [300 / 563],loss: -16.71411,lr: 0.00080
|
| 774 |
+
[2023-06-03 21:33:17.006895]Train epoch [155 / 200],batch: [400 / 563],loss: -16.73212,lr: 0.00080
|
| 775 |
+
[2023-06-03 21:33:47.811947]Train epoch [155 / 200],batch: [500 / 563],loss: -16.73573,lr: 0.00080
|
| 776 |
+
[2023-06-03 21:34:38.911005]Train epoch [156 / 200],batch: [100 / 563],loss: -16.74001,lr: 0.00078
|
| 777 |
+
[2023-06-03 21:35:09.717984]Train epoch [156 / 200],batch: [200 / 563],loss: -16.75250,lr: 0.00078
|
| 778 |
+
[2023-06-03 21:35:40.525010]Train epoch [156 / 200],batch: [300 / 563],loss: -16.73350,lr: 0.00078
|
| 779 |
+
[2023-06-03 21:36:11.325093]Train epoch [156 / 200],batch: [400 / 563],loss: -16.70355,lr: 0.00078
|
| 780 |
+
[2023-06-03 21:36:42.128047]Train epoch [156 / 200],batch: [500 / 563],loss: -16.71527,lr: 0.00078
|
| 781 |
+
[2023-06-03 21:37:33.281874]Train epoch [157 / 200],batch: [100 / 563],loss: -16.73517,lr: 0.00078
|
| 782 |
+
[2023-06-03 21:38:04.071616]Train epoch [157 / 200],batch: [200 / 563],loss: -16.71649,lr: 0.00078
|
| 783 |
+
[2023-06-03 21:38:34.890813]Train epoch [157 / 200],batch: [300 / 563],loss: -16.72068,lr: 0.00078
|
| 784 |
+
[2023-06-03 21:39:05.716707]Train epoch [157 / 200],batch: [400 / 563],loss: -16.73600,lr: 0.00078
|
| 785 |
+
[2023-06-03 21:39:36.544814]Train epoch [157 / 200],batch: [500 / 563],loss: -16.73751,lr: 0.00078
|
| 786 |
+
[2023-06-03 21:40:27.679535]Train epoch [158 / 200],batch: [100 / 563],loss: -16.81952,lr: 0.00078
|
| 787 |
+
[2023-06-03 21:40:58.487782]Train epoch [158 / 200],batch: [200 / 563],loss: -16.75970,lr: 0.00078
|
| 788 |
+
[2023-06-03 21:41:29.300456]Train epoch [158 / 200],batch: [300 / 563],loss: -16.71889,lr: 0.00078
|
| 789 |
+
[2023-06-03 21:42:00.108878]Train epoch [158 / 200],batch: [400 / 563],loss: -16.73144,lr: 0.00078
|
| 790 |
+
[2023-06-03 21:42:30.915115]Train epoch [158 / 200],batch: [500 / 563],loss: -16.72176,lr: 0.00078
|
| 791 |
+
[2023-06-03 21:43:21.810054]Train epoch [159 / 200],batch: [100 / 563],loss: -16.68206,lr: 0.00078
|
| 792 |
+
[2023-06-03 21:43:52.634367]Train epoch [159 / 200],batch: [200 / 563],loss: -16.72347,lr: 0.00078
|
| 793 |
+
[2023-06-03 21:44:23.452858]Train epoch [159 / 200],batch: [300 / 563],loss: -16.73175,lr: 0.00078
|
| 794 |
+
[2023-06-03 21:44:54.264696]Train epoch [159 / 200],batch: [400 / 563],loss: -16.73690,lr: 0.00078
|
| 795 |
+
[2023-06-03 21:45:25.074981]Train epoch [159 / 200],batch: [500 / 563],loss: -16.72814,lr: 0.00078
|
| 796 |
+
[2023-06-03 21:46:16.120742]Train epoch [160 / 200],batch: [100 / 563],loss: -16.68363,lr: 0.00078
|
| 797 |
+
[2023-06-03 21:46:46.919028]Train epoch [160 / 200],batch: [200 / 563],loss: -16.72620,lr: 0.00078
|
| 798 |
+
[2023-06-03 21:47:17.717658]Train epoch [160 / 200],batch: [300 / 563],loss: -16.72893,lr: 0.00078
|
| 799 |
+
[2023-06-03 21:47:48.520538]Train epoch [160 / 200],batch: [400 / 563],loss: -16.71153,lr: 0.00078
|
| 800 |
+
[2023-06-03 21:48:19.327693]Train epoch [160 / 200],batch: [500 / 563],loss: -16.73111,lr: 0.00078
|
| 801 |
+
[2023-06-03 21:49:10.386703]Train epoch [161 / 200],batch: [100 / 563],loss: -16.62801,lr: 0.00075
|
| 802 |
+
[2023-06-03 21:49:41.203617]Train epoch [161 / 200],batch: [200 / 563],loss: -16.73434,lr: 0.00075
|
| 803 |
+
[2023-06-03 21:50:12.016096]Train epoch [161 / 200],batch: [300 / 563],loss: -16.70491,lr: 0.00075
|
| 804 |
+
[2023-06-03 21:50:42.831306]Train epoch [161 / 200],batch: [400 / 563],loss: -16.72106,lr: 0.00075
|
| 805 |
+
[2023-06-03 21:51:13.636449]Train epoch [161 / 200],batch: [500 / 563],loss: -16.72401,lr: 0.00075
|
| 806 |
+
[2023-06-03 21:52:05.106191]Train epoch [162 / 200],batch: [100 / 563],loss: -16.70561,lr: 0.00075
|
| 807 |
+
[2023-06-03 21:52:35.907992]Train epoch [162 / 200],batch: [200 / 563],loss: -16.66460,lr: 0.00075
|
| 808 |
+
[2023-06-03 21:53:06.711037]Train epoch [162 / 200],batch: [300 / 563],loss: -16.69741,lr: 0.00075
|
| 809 |
+
[2023-06-03 21:53:37.521946]Train epoch [162 / 200],batch: [400 / 563],loss: -16.70935,lr: 0.00075
|
| 810 |
+
[2023-06-03 21:54:08.343801]Train epoch [162 / 200],batch: [500 / 563],loss: -16.71790,lr: 0.00075
|
| 811 |
+
[2023-06-03 21:54:59.397696]Train epoch [163 / 200],batch: [100 / 563],loss: -16.76011,lr: 0.00075
|
| 812 |
+
[2023-06-03 21:55:30.204264]Train epoch [163 / 200],batch: [200 / 563],loss: -16.73228,lr: 0.00075
|
| 813 |
+
[2023-06-03 21:56:01.025251]Train epoch [163 / 200],batch: [300 / 563],loss: -16.71499,lr: 0.00075
|
| 814 |
+
[2023-06-03 21:56:31.842207]Train epoch [163 / 200],batch: [400 / 563],loss: -16.71792,lr: 0.00075
|
| 815 |
+
[2023-06-03 21:57:02.659582]Train epoch [163 / 200],batch: [500 / 563],loss: -16.71573,lr: 0.00075
|
| 816 |
+
[2023-06-03 21:57:54.099521]Train epoch [164 / 200],batch: [100 / 563],loss: -16.75805,lr: 0.00075
|
| 817 |
+
[2023-06-03 21:58:24.884249]Train epoch [164 / 200],batch: [200 / 563],loss: -16.75176,lr: 0.00075
|
| 818 |
+
[2023-06-03 21:58:55.693777]Train epoch [164 / 200],batch: [300 / 563],loss: -16.75041,lr: 0.00075
|
| 819 |
+
[2023-06-03 21:59:26.501101]Train epoch [164 / 200],batch: [400 / 563],loss: -16.74046,lr: 0.00075
|
| 820 |
+
[2023-06-03 21:59:57.317942]Train epoch [164 / 200],batch: [500 / 563],loss: -16.72971,lr: 0.00075
|
| 821 |
+
[2023-06-03 22:00:48.466946]Train epoch [165 / 200],batch: [100 / 563],loss: -16.68633,lr: 0.00075
|
| 822 |
+
[2023-06-03 22:01:19.280879]Train epoch [165 / 200],batch: [200 / 563],loss: -16.71193,lr: 0.00075
|
| 823 |
+
[2023-06-03 22:01:50.079790]Train epoch [165 / 200],batch: [300 / 563],loss: -16.71950,lr: 0.00075
|
| 824 |
+
[2023-06-03 22:02:20.879693]Train epoch [165 / 200],batch: [400 / 563],loss: -16.72322,lr: 0.00075
|
| 825 |
+
[2023-06-03 22:02:51.672704]Train epoch [165 / 200],batch: [500 / 563],loss: -16.71300,lr: 0.00075
|
| 826 |
+
[2023-06-03 22:03:42.622838]Train epoch [166 / 200],batch: [100 / 563],loss: -16.81206,lr: 0.00073
|
| 827 |
+
[2023-06-03 22:04:13.448110]Train epoch [166 / 200],batch: [200 / 563],loss: -16.77635,lr: 0.00073
|
| 828 |
+
[2023-06-03 22:04:44.248629]Train epoch [166 / 200],batch: [300 / 563],loss: -16.75241,lr: 0.00073
|
| 829 |
+
[2023-06-03 22:05:15.041658]Train epoch [166 / 200],batch: [400 / 563],loss: -16.75026,lr: 0.00073
|
| 830 |
+
[2023-06-03 22:05:45.839775]Train epoch [166 / 200],batch: [500 / 563],loss: -16.73828,lr: 0.00073
|
| 831 |
+
[2023-06-03 22:06:37.409668]Train epoch [167 / 200],batch: [100 / 563],loss: -16.72140,lr: 0.00073
|
| 832 |
+
[2023-06-03 22:07:08.219289]Train epoch [167 / 200],batch: [200 / 563],loss: -16.70260,lr: 0.00073
|
| 833 |
+
[2023-06-03 22:07:39.022536]Train epoch [167 / 200],batch: [300 / 563],loss: -16.71081,lr: 0.00073
|
| 834 |
+
[2023-06-03 22:08:09.819461]Train epoch [167 / 200],batch: [400 / 563],loss: -16.69787,lr: 0.00073
|
| 835 |
+
[2023-06-03 22:08:40.618205]Train epoch [167 / 200],batch: [500 / 563],loss: -16.72943,lr: 0.00073
|
| 836 |
+
[2023-06-03 22:09:32.089499]Train epoch [168 / 200],batch: [100 / 563],loss: -16.70252,lr: 0.00073
|
| 837 |
+
[2023-06-03 22:10:02.896470]Train epoch [168 / 200],batch: [200 / 563],loss: -16.67050,lr: 0.00073
|
| 838 |
+
[2023-06-03 22:10:33.695811]Train epoch [168 / 200],batch: [300 / 563],loss: -16.69090,lr: 0.00073
|
| 839 |
+
[2023-06-03 22:11:04.507193]Train epoch [168 / 200],batch: [400 / 563],loss: -16.70781,lr: 0.00073
|
| 840 |
+
[2023-06-03 22:11:35.313985]Train epoch [168 / 200],batch: [500 / 563],loss: -16.72542,lr: 0.00073
|
| 841 |
+
[2023-06-03 22:12:26.144707]Train epoch [169 / 200],batch: [100 / 563],loss: -16.72264,lr: 0.00073
|
| 842 |
+
[2023-06-03 22:12:56.937680]Train epoch [169 / 200],batch: [200 / 563],loss: -16.69572,lr: 0.00073
|
| 843 |
+
[2023-06-03 22:13:27.754407]Train epoch [169 / 200],batch: [300 / 563],loss: -16.74172,lr: 0.00073
|
| 844 |
+
[2023-06-03 22:13:58.576979]Train epoch [169 / 200],batch: [400 / 563],loss: -16.73415,lr: 0.00073
|
| 845 |
+
[2023-06-03 22:14:29.391751]Train epoch [169 / 200],batch: [500 / 563],loss: -16.72536,lr: 0.00073
|
| 846 |
+
[2023-06-03 22:15:20.608332]Train epoch [170 / 200],batch: [100 / 563],loss: -16.63177,lr: 0.00073
|
| 847 |
+
[2023-06-03 22:15:51.431115]Train epoch [170 / 200],batch: [200 / 563],loss: -16.75221,lr: 0.00073
|
| 848 |
+
[2023-06-03 22:16:22.256216]Train epoch [170 / 200],batch: [300 / 563],loss: -16.73014,lr: 0.00073
|
| 849 |
+
[2023-06-03 22:16:53.076529]Train epoch [170 / 200],batch: [400 / 563],loss: -16.72991,lr: 0.00073
|
| 850 |
+
[2023-06-03 22:17:23.896083]Train epoch [170 / 200],batch: [500 / 563],loss: -16.72807,lr: 0.00073
|
| 851 |
+
[2023-06-03 22:18:14.828451]Train epoch [171 / 200],batch: [100 / 563],loss: -16.72743,lr: 0.00071
|
| 852 |
+
[2023-06-03 22:18:45.626086]Train epoch [171 / 200],batch: [200 / 563],loss: -16.72863,lr: 0.00071
|
| 853 |
+
[2023-06-03 22:19:16.431274]Train epoch [171 / 200],batch: [300 / 563],loss: -16.72634,lr: 0.00071
|
| 854 |
+
[2023-06-03 22:19:47.258668]Train epoch [171 / 200],batch: [400 / 563],loss: -16.73110,lr: 0.00071
|
| 855 |
+
[2023-06-03 22:20:18.083817]Train epoch [171 / 200],batch: [500 / 563],loss: -16.72574,lr: 0.00071
|
| 856 |
+
[2023-06-03 22:21:09.367681]Train epoch [172 / 200],batch: [100 / 563],loss: -16.77974,lr: 0.00071
|
| 857 |
+
[2023-06-03 22:21:40.185472]Train epoch [172 / 200],batch: [200 / 563],loss: -16.73412,lr: 0.00071
|
| 858 |
+
[2023-06-03 22:22:10.993621]Train epoch [172 / 200],batch: [300 / 563],loss: -16.72982,lr: 0.00071
|
| 859 |
+
[2023-06-03 22:22:41.802057]Train epoch [172 / 200],batch: [400 / 563],loss: -16.73144,lr: 0.00071
|
| 860 |
+
[2023-06-03 22:23:12.612297]Train epoch [172 / 200],batch: [500 / 563],loss: -16.72778,lr: 0.00071
|
| 861 |
+
[2023-06-03 22:24:03.966590]Train epoch [173 / 200],batch: [100 / 563],loss: -16.77214,lr: 0.00071
|
| 862 |
+
[2023-06-03 22:24:34.778391]Train epoch [173 / 200],batch: [200 / 563],loss: -16.71077,lr: 0.00071
|
| 863 |
+
[2023-06-03 22:25:05.585961]Train epoch [173 / 200],batch: [300 / 563],loss: -16.71421,lr: 0.00071
|
| 864 |
+
[2023-06-03 22:25:36.388328]Train epoch [173 / 200],batch: [400 / 563],loss: -16.71372,lr: 0.00071
|
| 865 |
+
[2023-06-03 22:26:07.197784]Train epoch [173 / 200],batch: [500 / 563],loss: -16.71894,lr: 0.00071
|
| 866 |
+
[2023-06-03 22:26:58.216342]Train epoch [174 / 200],batch: [100 / 563],loss: -16.70393,lr: 0.00071
|
| 867 |
+
[2023-06-03 22:27:29.030045]Train epoch [174 / 200],batch: [200 / 563],loss: -16.68824,lr: 0.00071
|
| 868 |
+
[2023-06-03 22:27:59.850701]Train epoch [174 / 200],batch: [300 / 563],loss: -16.72103,lr: 0.00071
|
| 869 |
+
[2023-06-03 22:28:30.665221]Train epoch [174 / 200],batch: [400 / 563],loss: -16.71420,lr: 0.00071
|
| 870 |
+
[2023-06-03 22:29:01.470210]Train epoch [174 / 200],batch: [500 / 563],loss: -16.72951,lr: 0.00071
|
| 871 |
+
[2023-06-03 22:29:52.530502]Train epoch [175 / 200],batch: [100 / 563],loss: -16.72406,lr: 0.00071
|
| 872 |
+
[2023-06-03 22:30:23.350536]Train epoch [175 / 200],batch: [200 / 563],loss: -16.68742,lr: 0.00071
|
| 873 |
+
[2023-06-03 22:30:54.155525]Train epoch [175 / 200],batch: [300 / 563],loss: -16.69421,lr: 0.00071
|
| 874 |
+
[2023-06-03 22:31:24.943693]Train epoch [175 / 200],batch: [400 / 563],loss: -16.72925,lr: 0.00071
|
| 875 |
+
[2023-06-03 22:31:55.743584]Train epoch [175 / 200],batch: [500 / 563],loss: -16.73137,lr: 0.00071
|
| 876 |
+
[2023-06-03 22:32:47.108631]Train epoch [176 / 200],batch: [100 / 563],loss: -16.73377,lr: 0.00069
|
| 877 |
+
[2023-06-03 22:33:17.925030]Train epoch [176 / 200],batch: [200 / 563],loss: -16.71834,lr: 0.00069
|
| 878 |
+
[2023-06-03 22:33:48.751776]Train epoch [176 / 200],batch: [300 / 563],loss: -16.72412,lr: 0.00069
|
| 879 |
+
[2023-06-03 22:34:19.563304]Train epoch [176 / 200],batch: [400 / 563],loss: -16.72184,lr: 0.00069
|
| 880 |
+
[2023-06-03 22:34:50.393358]Train epoch [176 / 200],batch: [500 / 563],loss: -16.71673,lr: 0.00069
|
| 881 |
+
[2023-06-03 22:35:41.332124]Train epoch [177 / 200],batch: [100 / 563],loss: -16.74235,lr: 0.00069
|
| 882 |
+
[2023-06-03 22:36:12.142680]Train epoch [177 / 200],batch: [200 / 563],loss: -16.75575,lr: 0.00069
|
| 883 |
+
[2023-06-03 22:36:42.965140]Train epoch [177 / 200],batch: [300 / 563],loss: -16.72731,lr: 0.00069
|
| 884 |
+
[2023-06-03 22:37:13.776966]Train epoch [177 / 200],batch: [400 / 563],loss: -16.71078,lr: 0.00069
|
| 885 |
+
[2023-06-03 22:37:44.587788]Train epoch [177 / 200],batch: [500 / 563],loss: -16.71580,lr: 0.00069
|
| 886 |
+
[2023-06-03 22:38:35.622510]Train epoch [178 / 200],batch: [100 / 563],loss: -16.78759,lr: 0.00069
|
| 887 |
+
[2023-06-03 22:39:06.432616]Train epoch [178 / 200],batch: [200 / 563],loss: -16.72612,lr: 0.00069
|
| 888 |
+
[2023-06-03 22:39:37.235166]Train epoch [178 / 200],batch: [300 / 563],loss: -16.71823,lr: 0.00069
|
| 889 |
+
[2023-06-03 22:40:08.047586]Train epoch [178 / 200],batch: [400 / 563],loss: -16.71914,lr: 0.00069
|
| 890 |
+
[2023-06-03 22:40:38.840290]Train epoch [178 / 200],batch: [500 / 563],loss: -16.71325,lr: 0.00069
|
| 891 |
+
[2023-06-03 22:41:29.893174]Train epoch [179 / 200],batch: [100 / 563],loss: -16.69510,lr: 0.00069
|
| 892 |
+
[2023-06-03 22:42:00.678248]Train epoch [179 / 200],batch: [200 / 563],loss: -16.72398,lr: 0.00069
|
| 893 |
+
[2023-06-03 22:42:31.466701]Train epoch [179 / 200],batch: [300 / 563],loss: -16.72527,lr: 0.00069
|
| 894 |
+
[2023-06-03 22:43:02.270666]Train epoch [179 / 200],batch: [400 / 563],loss: -16.73152,lr: 0.00069
|
| 895 |
+
[2023-06-03 22:43:33.078814]Train epoch [179 / 200],batch: [500 / 563],loss: -16.73137,lr: 0.00069
|
| 896 |
+
[2023-06-03 22:44:24.155380]Train epoch [180 / 200],batch: [100 / 563],loss: -16.66570,lr: 0.00069
|
| 897 |
+
[2023-06-03 22:44:54.957826]Train epoch [180 / 200],batch: [200 / 563],loss: -16.67328,lr: 0.00069
|
| 898 |
+
[2023-06-03 22:45:25.770261]Train epoch [180 / 200],batch: [300 / 563],loss: -16.70296,lr: 0.00069
|
| 899 |
+
[2023-06-03 22:45:56.567857]Train epoch [180 / 200],batch: [400 / 563],loss: -16.70174,lr: 0.00069
|
| 900 |
+
[2023-06-03 22:46:27.362112]Train epoch [180 / 200],batch: [500 / 563],loss: -16.71610,lr: 0.00069
|
| 901 |
+
[2023-06-03 22:47:18.194127]Train epoch [181 / 200],batch: [100 / 563],loss: -16.70212,lr: 0.00067
|
| 902 |
+
[2023-06-03 22:47:49.008844]Train epoch [181 / 200],batch: [200 / 563],loss: -16.75756,lr: 0.00067
|
| 903 |
+
[2023-06-03 22:48:19.827634]Train epoch [181 / 200],batch: [300 / 563],loss: -16.75851,lr: 0.00067
|
| 904 |
+
[2023-06-03 22:48:50.645984]Train epoch [181 / 200],batch: [400 / 563],loss: -16.74095,lr: 0.00067
|
| 905 |
+
[2023-06-03 22:49:21.440844]Train epoch [181 / 200],batch: [500 / 563],loss: -16.73980,lr: 0.00067
|
| 906 |
+
[2023-06-03 22:50:12.470436]Train epoch [182 / 200],batch: [100 / 563],loss: -16.74421,lr: 0.00067
|
| 907 |
+
[2023-06-03 22:50:43.288109]Train epoch [182 / 200],batch: [200 / 563],loss: -16.72854,lr: 0.00067
|
| 908 |
+
[2023-06-03 22:51:14.099620]Train epoch [182 / 200],batch: [300 / 563],loss: -16.73173,lr: 0.00067
|
| 909 |
+
[2023-06-03 22:51:44.906177]Train epoch [182 / 200],batch: [400 / 563],loss: -16.74117,lr: 0.00067
|
| 910 |
+
[2023-06-03 22:52:15.709993]Train epoch [182 / 200],batch: [500 / 563],loss: -16.73886,lr: 0.00067
|
| 911 |
+
[2023-06-03 22:53:06.692754]Train epoch [183 / 200],batch: [100 / 563],loss: -16.70841,lr: 0.00067
|
| 912 |
+
[2023-06-03 22:53:37.496335]Train epoch [183 / 200],batch: [200 / 563],loss: -16.70099,lr: 0.00067
|
| 913 |
+
[2023-06-03 22:54:08.308524]Train epoch [183 / 200],batch: [300 / 563],loss: -16.68992,lr: 0.00067
|
| 914 |
+
[2023-06-03 22:54:39.130361]Train epoch [183 / 200],batch: [400 / 563],loss: -16.71254,lr: 0.00067
|
| 915 |
+
[2023-06-03 22:55:09.949931]Train epoch [183 / 200],batch: [500 / 563],loss: -16.72431,lr: 0.00067
|
| 916 |
+
[2023-06-03 22:56:01.002950]Train epoch [184 / 200],batch: [100 / 563],loss: -16.65869,lr: 0.00067
|
| 917 |
+
[2023-06-03 22:56:31.803202]Train epoch [184 / 200],batch: [200 / 563],loss: -16.67824,lr: 0.00067
|
| 918 |
+
[2023-06-03 22:57:02.612570]Train epoch [184 / 200],batch: [300 / 563],loss: -16.68148,lr: 0.00067
|
| 919 |
+
[2023-06-03 22:57:33.420665]Train epoch [184 / 200],batch: [400 / 563],loss: -16.69933,lr: 0.00067
|
| 920 |
+
[2023-06-03 22:58:04.232087]Train epoch [184 / 200],batch: [500 / 563],loss: -16.71474,lr: 0.00067
|
| 921 |
+
[2023-06-03 22:58:55.383255]Train epoch [185 / 200],batch: [100 / 563],loss: -16.66226,lr: 0.00067
|
| 922 |
+
[2023-06-03 22:59:26.193611]Train epoch [185 / 200],batch: [200 / 563],loss: -16.70003,lr: 0.00067
|
| 923 |
+
[2023-06-03 22:59:56.995224]Train epoch [185 / 200],batch: [300 / 563],loss: -16.71657,lr: 0.00067
|
| 924 |
+
[2023-06-03 23:00:27.810526]Train epoch [185 / 200],batch: [400 / 563],loss: -16.73567,lr: 0.00067
|
| 925 |
+
[2023-06-03 23:00:58.632440]Train epoch [185 / 200],batch: [500 / 563],loss: -16.73311,lr: 0.00067
|
| 926 |
+
[2023-06-03 23:01:49.859984]Train epoch [186 / 200],batch: [100 / 563],loss: -16.75321,lr: 0.00065
|
| 927 |
+
[2023-06-03 23:02:20.662414]Train epoch [186 / 200],batch: [200 / 563],loss: -16.68948,lr: 0.00065
|
| 928 |
+
[2023-06-03 23:02:51.456002]Train epoch [186 / 200],batch: [300 / 563],loss: -16.73255,lr: 0.00065
|
| 929 |
+
[2023-06-03 23:03:22.259514]Train epoch [186 / 200],batch: [400 / 563],loss: -16.71760,lr: 0.00065
|
| 930 |
+
[2023-06-03 23:03:53.068053]Train epoch [186 / 200],batch: [500 / 563],loss: -16.72518,lr: 0.00065
|
| 931 |
+
[2023-06-03 23:04:44.060455]Train epoch [187 / 200],batch: [100 / 563],loss: -16.73875,lr: 0.00065
|
| 932 |
+
[2023-06-03 23:05:14.872972]Train epoch [187 / 200],batch: [200 / 563],loss: -16.71857,lr: 0.00065
|
| 933 |
+
[2023-06-03 23:05:45.683865]Train epoch [187 / 200],batch: [300 / 563],loss: -16.70210,lr: 0.00065
|
| 934 |
+
[2023-06-03 23:06:16.487629]Train epoch [187 / 200],batch: [400 / 563],loss: -16.68538,lr: 0.00065
|
| 935 |
+
[2023-06-03 23:06:47.301619]Train epoch [187 / 200],batch: [500 / 563],loss: -16.70583,lr: 0.00065
|
| 936 |
+
[2023-06-03 23:07:38.663413]Train epoch [188 / 200],batch: [100 / 563],loss: -16.66572,lr: 0.00065
|
| 937 |
+
[2023-06-03 23:08:09.469656]Train epoch [188 / 200],batch: [200 / 563],loss: -16.71598,lr: 0.00065
|
| 938 |
+
[2023-06-03 23:08:40.271996]Train epoch [188 / 200],batch: [300 / 563],loss: -16.70849,lr: 0.00065
|
| 939 |
+
[2023-06-03 23:09:11.071456]Train epoch [188 / 200],batch: [400 / 563],loss: -16.71367,lr: 0.00065
|
| 940 |
+
[2023-06-03 23:09:41.867300]Train epoch [188 / 200],batch: [500 / 563],loss: -16.70746,lr: 0.00065
|
| 941 |
+
[2023-06-03 23:10:32.723382]Train epoch [189 / 200],batch: [100 / 563],loss: -16.71583,lr: 0.00065
|
| 942 |
+
[2023-06-03 23:11:03.543818]Train epoch [189 / 200],batch: [200 / 563],loss: -16.71677,lr: 0.00065
|
| 943 |
+
[2023-06-03 23:11:34.365530]Train epoch [189 / 200],batch: [300 / 563],loss: -16.69133,lr: 0.00065
|
| 944 |
+
[2023-06-03 23:12:05.165501]Train epoch [189 / 200],batch: [400 / 563],loss: -16.69317,lr: 0.00065
|
| 945 |
+
[2023-06-03 23:12:35.968482]Train epoch [189 / 200],batch: [500 / 563],loss: -16.70185,lr: 0.00065
|
| 946 |
+
[2023-06-03 23:13:26.967760]Train epoch [190 / 200],batch: [100 / 563],loss: -16.81936,lr: 0.00065
|
| 947 |
+
[2023-06-03 23:13:57.764287]Train epoch [190 / 200],batch: [200 / 563],loss: -16.77313,lr: 0.00065
|
| 948 |
+
[2023-06-03 23:14:28.575137]Train epoch [190 / 200],batch: [300 / 563],loss: -16.74785,lr: 0.00065
|
| 949 |
+
[2023-06-03 23:14:59.379935]Train epoch [190 / 200],batch: [400 / 563],loss: -16.72083,lr: 0.00065
|
| 950 |
+
[2023-06-03 23:15:30.172942]Train epoch [190 / 200],batch: [500 / 563],loss: -16.72416,lr: 0.00065
|
| 951 |
+
[2023-06-03 23:16:21.249632]Train epoch [191 / 200],batch: [100 / 563],loss: -16.74417,lr: 0.00063
|
| 952 |
+
[2023-06-03 23:16:52.035844]Train epoch [191 / 200],batch: [200 / 563],loss: -16.78111,lr: 0.00063
|
| 953 |
+
[2023-06-03 23:17:22.843115]Train epoch [191 / 200],batch: [300 / 563],loss: -16.75973,lr: 0.00063
|
| 954 |
+
[2023-06-03 23:17:53.649531]Train epoch [191 / 200],batch: [400 / 563],loss: -16.74201,lr: 0.00063
|
| 955 |
+
[2023-06-03 23:18:24.450570]Train epoch [191 / 200],batch: [500 / 563],loss: -16.73229,lr: 0.00063
|
| 956 |
+
[2023-06-03 23:19:15.455983]Train epoch [192 / 200],batch: [100 / 563],loss: -16.70445,lr: 0.00063
|
| 957 |
+
[2023-06-03 23:19:46.251048]Train epoch [192 / 200],batch: [200 / 563],loss: -16.70918,lr: 0.00063
|
| 958 |
+
[2023-06-03 23:20:17.047427]Train epoch [192 / 200],batch: [300 / 563],loss: -16.73383,lr: 0.00063
|
| 959 |
+
[2023-06-03 23:20:47.851370]Train epoch [192 / 200],batch: [400 / 563],loss: -16.72004,lr: 0.00063
|
| 960 |
+
[2023-06-03 23:21:18.660852]Train epoch [192 / 200],batch: [500 / 563],loss: -16.71788,lr: 0.00063
|
| 961 |
+
[2023-06-03 23:22:09.514242]Train epoch [193 / 200],batch: [100 / 563],loss: -16.70088,lr: 0.00063
|
| 962 |
+
[2023-06-03 23:22:40.316006]Train epoch [193 / 200],batch: [200 / 563],loss: -16.70851,lr: 0.00063
|
| 963 |
+
[2023-06-03 23:23:11.124963]Train epoch [193 / 200],batch: [300 / 563],loss: -16.73724,lr: 0.00063
|
| 964 |
+
[2023-06-03 23:23:41.945080]Train epoch [193 / 200],batch: [400 / 563],loss: -16.71922,lr: 0.00063
|
| 965 |
+
[2023-06-03 23:24:12.768036]Train epoch [193 / 200],batch: [500 / 563],loss: -16.71696,lr: 0.00063
|
| 966 |
+
[2023-06-03 23:25:03.824917]Train epoch [194 / 200],batch: [100 / 563],loss: -16.77679,lr: 0.00063
|
| 967 |
+
[2023-06-03 23:25:34.629822]Train epoch [194 / 200],batch: [200 / 563],loss: -16.76910,lr: 0.00063
|
| 968 |
+
[2023-06-03 23:26:05.436131]Train epoch [194 / 200],batch: [300 / 563],loss: -16.73843,lr: 0.00063
|
| 969 |
+
[2023-06-03 23:26:36.243565]Train epoch [194 / 200],batch: [400 / 563],loss: -16.73352,lr: 0.00063
|
| 970 |
+
[2023-06-03 23:27:07.047161]Train epoch [194 / 200],batch: [500 / 563],loss: -16.72595,lr: 0.00063
|
| 971 |
+
[2023-06-03 23:27:57.903066]Train epoch [195 / 200],batch: [100 / 563],loss: -16.82876,lr: 0.00063
|
| 972 |
+
[2023-06-03 23:28:28.721969]Train epoch [195 / 200],batch: [200 / 563],loss: -16.76038,lr: 0.00063
|
| 973 |
+
[2023-06-03 23:28:59.530623]Train epoch [195 / 200],batch: [300 / 563],loss: -16.76187,lr: 0.00063
|
| 974 |
+
[2023-06-03 23:29:30.335736]Train epoch [195 / 200],batch: [400 / 563],loss: -16.74016,lr: 0.00063
|
| 975 |
+
[2023-06-03 23:30:01.145417]Train epoch [195 / 200],batch: [500 / 563],loss: -16.73500,lr: 0.00063
|
| 976 |
+
[2023-06-03 23:30:51.991561]Train epoch [196 / 200],batch: [100 / 563],loss: -16.74706,lr: 0.00061
|
| 977 |
+
[2023-06-03 23:31:22.794176]Train epoch [196 / 200],batch: [200 / 563],loss: -16.73570,lr: 0.00061
|
| 978 |
+
[2023-06-03 23:31:53.605578]Train epoch [196 / 200],batch: [300 / 563],loss: -16.73494,lr: 0.00061
|
| 979 |
+
[2023-06-03 23:32:24.397246]Train epoch [196 / 200],batch: [400 / 563],loss: -16.72962,lr: 0.00061
|
| 980 |
+
[2023-06-03 23:32:55.200427]Train epoch [196 / 200],batch: [500 / 563],loss: -16.72153,lr: 0.00061
|
| 981 |
+
[2023-06-03 23:33:46.078047]Train epoch [197 / 200],batch: [100 / 563],loss: -16.74598,lr: 0.00061
|
| 982 |
+
[2023-06-03 23:34:16.885317]Train epoch [197 / 200],batch: [200 / 563],loss: -16.76301,lr: 0.00061
|
| 983 |
+
[2023-06-03 23:34:47.694847]Train epoch [197 / 200],batch: [300 / 563],loss: -16.71127,lr: 0.00061
|
| 984 |
+
[2023-06-03 23:35:18.491369]Train epoch [197 / 200],batch: [400 / 563],loss: -16.70173,lr: 0.00061
|
| 985 |
+
[2023-06-03 23:35:49.280581]Train epoch [197 / 200],batch: [500 / 563],loss: -16.72262,lr: 0.00061
|
| 986 |
+
[2023-06-03 23:36:40.167713]Train epoch [198 / 200],batch: [100 / 563],loss: -16.75043,lr: 0.00061
|
| 987 |
+
[2023-06-03 23:37:10.971199]Train epoch [198 / 200],batch: [200 / 563],loss: -16.79652,lr: 0.00061
|
| 988 |
+
[2023-06-03 23:37:41.773130]Train epoch [198 / 200],batch: [300 / 563],loss: -16.76026,lr: 0.00061
|
| 989 |
+
[2023-06-03 23:38:12.591801]Train epoch [198 / 200],batch: [400 / 563],loss: -16.73575,lr: 0.00061
|
| 990 |
+
[2023-06-03 23:38:43.402434]Train epoch [198 / 200],batch: [500 / 563],loss: -16.72156,lr: 0.00061
|
| 991 |
+
[2023-06-03 23:39:34.556520]Train epoch [199 / 200],batch: [100 / 563],loss: -16.76992,lr: 0.00061
|
| 992 |
+
[2023-06-03 23:40:05.346386]Train epoch [199 / 200],batch: [200 / 563],loss: -16.77788,lr: 0.00061
|
| 993 |
+
[2023-06-03 23:40:36.159048]Train epoch [199 / 200],batch: [300 / 563],loss: -16.74269,lr: 0.00061
|
| 994 |
+
[2023-06-03 23:41:06.980324]Train epoch [199 / 200],batch: [400 / 563],loss: -16.72869,lr: 0.00061
|
| 995 |
+
[2023-06-03 23:41:37.790911]Train epoch [199 / 200],batch: [500 / 563],loss: -16.73101,lr: 0.00061
|
| 996 |
+
[2023-06-03 23:42:28.989481]Train epoch [200 / 200],batch: [100 / 563],loss: -16.71295,lr: 0.00061
|
| 997 |
+
[2023-06-03 23:42:59.791855]Train epoch [200 / 200],batch: [200 / 563],loss: -16.70382,lr: 0.00061
|
| 998 |
+
[2023-06-03 23:43:30.606048]Train epoch [200 / 200],batch: [300 / 563],loss: -16.71231,lr: 0.00061
|
| 999 |
+
[2023-06-03 23:44:01.422395]Train epoch [200 / 200],batch: [400 / 563],loss: -16.72298,lr: 0.00061
|
| 1000 |
+
[2023-06-03 23:44:32.242134]Train epoch [200 / 200],batch: [500 / 563],loss: -16.72167,lr: 0.00061
|