Starting runs...
Namespace(batch_size=128, dataset='PROTEINS', dropout_att=0.1, folds=10, gpu='1', hid_dim=64, l2=0.0005, lr=0.01, lr_decay_factor=0.5, lr_decay_step=50, max_epochs=100, model='ASAP_Pool', name='test_c8286b23_07_08_2021_16:54:07', num_layers=3, ratio=0.5, restore=False)
log_db: test_c8286b23_07_08_2021_16:54:07
Downloading http://ls11-www.cs.tu-dortmund.de/people/morris/graphkerneldatasets/PROTEINS.zip
Extracting /workspace/rebuttal/ASAP_pr/data/PROTEINS/PROTEINS/PROTEINS.zip
Processing...
Done!
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---[INFO]---Val Acc: 0.7789, Test Accuracy: 0.740
For seed 8971	 Val Accuracy: 0.779 	 Test Accuracy: 0.740

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---[INFO]---Val Acc: 0.7781, Test Accuracy: 0.745
For seed 85688	 Val Accuracy: 0.778 	 Test Accuracy: 0.745

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---[INFO]---Val Acc: 0.7816, Test Accuracy: 0.737
For seed 9467	 Val Accuracy: 0.782 	 Test Accuracy: 0.737

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---[INFO]---Val Acc: 0.7808, Test Accuracy: 0.738
For seed 32830	 Val Accuracy: 0.781 	 Test Accuracy: 0.738

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---[INFO]---Val Acc: 0.7764, Test Accuracy: 0.739
For seed 28689	 Val Accuracy: 0.776 	 Test Accuracy: 0.739

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---[INFO]---Val Acc: 0.7898, Test Accuracy: 0.731
For seed 94845	 Val Accuracy: 0.790 	 Test Accuracy: 0.731

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---[INFO]---Val Acc: 0.7780, Test Accuracy: 0.737
For seed 69840	 Val Accuracy: 0.778 	 Test Accuracy: 0.737

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---[INFO]---Val Acc: 0.7799, Test Accuracy: 0.740
For seed 50883	 Val Accuracy: 0.780 	 Test Accuracy: 0.740

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---[INFO]---Val Acc: 0.7772, Test Accuracy: 0.733
For seed 74177	 Val Accuracy: 0.777 	 Test Accuracy: 0.733

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---[INFO]---Val Acc: 0.7790, Test Accuracy: 0.729
For seed 79585	 Val Accuracy: 0.779 	 Test Accuracy: 0.729

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---[INFO]---Val Acc: 0.7781, Test Accuracy: 0.745
For seed 1055	 Val Accuracy: 0.778 	 Test Accuracy: 0.745

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---[INFO]---Val Acc: 0.7771, Test Accuracy: 0.732
For seed 75631	 Val Accuracy: 0.777 	 Test Accuracy: 0.732

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---[INFO]---Val Acc: 0.7880, Test Accuracy: 0.733
For seed 6825	 Val Accuracy: 0.788 	 Test Accuracy: 0.733

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---[INFO]---Val Acc: 0.7871, Test Accuracy: 0.743
For seed 93188	 Val Accuracy: 0.787 	 Test Accuracy: 0.743

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---[INFO]---Val Acc: 0.7870, Test Accuracy: 0.746
For seed 95426	 Val Accuracy: 0.787 	 Test Accuracy: 0.746

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---[INFO]---Val Acc: 0.7754, Test Accuracy: 0.717
For seed 54514	 Val Accuracy: 0.775 	 Test Accuracy: 0.717

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---[INFO]---Val Acc: 0.7790, Test Accuracy: 0.735
For seed 31467	 Val Accuracy: 0.779 	 Test Accuracy: 0.735

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---[INFO]---Val Acc: 0.7852, Test Accuracy: 0.744
For seed 70597	 Val Accuracy: 0.785 	 Test Accuracy: 0.744

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---[INFO]---Val Acc: 0.7764, Test Accuracy: 0.742
For seed 71149	 Val Accuracy: 0.776 	 Test Accuracy: 0.742

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---[INFO]---Val Acc: 0.7754, Test Accuracy: 0.755
For seed 81994	 Val Accuracy: 0.775 	 Test Accuracy: 0.755

Val Accuracy: 0.780 ± 0.004 Test Accuracy: 0.738 ± 0.008
