Starting runs...
Namespace(batch_size=64, dataset='DD', dropout_att=0.3, folds=10, gpu='1', hid_dim=16, l2=0.0005, lr=0.01, lr_decay_factor=0.5, lr_decay_step=50, max_epochs=100, model='ASAP_Pool', name='test_c76dfa90_07_08_2021_16:54:38', num_layers=3, ratio=0.5, restore=False)
log_db: test_c76dfa90_07_08_2021_16:54:38
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---[INFO]---Val Acc: 0.8141, Test Accuracy: 0.765
For seed 8971	 Val Accuracy: 0.814 	 Test Accuracy: 0.765

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---[INFO]---Val Acc: 0.8064, Test Accuracy: 0.770
For seed 85688	 Val Accuracy: 0.806 	 Test Accuracy: 0.770

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---[INFO]---Val Acc: 0.8192, Test Accuracy: 0.780
For seed 9467	 Val Accuracy: 0.819 	 Test Accuracy: 0.780

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---[INFO]---Val Acc: 0.8115, Test Accuracy: 0.742
For seed 32830	 Val Accuracy: 0.811 	 Test Accuracy: 0.742

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---[INFO]---Val Acc: 0.7996, Test Accuracy: 0.754
For seed 28689	 Val Accuracy: 0.800 	 Test Accuracy: 0.754

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---[INFO]---Val Acc: 0.8022, Test Accuracy: 0.768
For seed 94845	 Val Accuracy: 0.802 	 Test Accuracy: 0.768

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---[INFO]---Val Acc: 0.7996, Test Accuracy: 0.769
For seed 69840	 Val Accuracy: 0.800 	 Test Accuracy: 0.769

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---[INFO]---Val Acc: 0.8014, Test Accuracy: 0.761
For seed 50883	 Val Accuracy: 0.801 	 Test Accuracy: 0.761

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---[INFO]---Val Acc: 0.8073, Test Accuracy: 0.766
For seed 74177	 Val Accuracy: 0.807 	 Test Accuracy: 0.766

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---[INFO]---Val Acc: 0.8192, Test Accuracy: 0.773
For seed 79585	 Val Accuracy: 0.819 	 Test Accuracy: 0.773

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---[INFO]---Val Acc: 0.8047, Test Accuracy: 0.777
For seed 1055	 Val Accuracy: 0.805 	 Test Accuracy: 0.777

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---[INFO]---Val Acc: 0.7989, Test Accuracy: 0.763
For seed 75631	 Val Accuracy: 0.799 	 Test Accuracy: 0.763

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---[INFO]---Val Acc: 0.8013, Test Accuracy: 0.767
For seed 6825	 Val Accuracy: 0.801 	 Test Accuracy: 0.767

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---[INFO]---Val Acc: 0.8081, Test Accuracy: 0.766
For seed 93188	 Val Accuracy: 0.808 	 Test Accuracy: 0.766

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---[INFO]---Val Acc: 0.8158, Test Accuracy: 0.774
For seed 95426	 Val Accuracy: 0.816 	 Test Accuracy: 0.774

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---[INFO]---Val Acc: 0.7963, Test Accuracy: 0.757
For seed 54514	 Val Accuracy: 0.796 	 Test Accuracy: 0.757

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---[INFO]---Val Acc: 0.8039, Test Accuracy: 0.753
For seed 31467	 Val Accuracy: 0.804 	 Test Accuracy: 0.753

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---[INFO]---Val Acc: 0.8115, Test Accuracy: 0.769
For seed 70597	 Val Accuracy: 0.811 	 Test Accuracy: 0.769

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---[INFO]---Val Acc: 0.8005, Test Accuracy: 0.747
For seed 71149	 Val Accuracy: 0.800 	 Test Accuracy: 0.747

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---[INFO]---10/100: Loss: 0.3966	Val Acc: 0.8547
---[INFO]---Val Acc: 0.8159, Test Accuracy: 0.766
For seed 81994	 Val Accuracy: 0.816 	 Test Accuracy: 0.766

Val Accuracy: 0.807 ± 0.007 Test Accuracy: 0.764 ± 0.009
