Starting runs...
Namespace(batch_size=128, dataset='NCI1', dropout_att=0.0, folds=10, gpu='1', hid_dim=128, l2=0.0005, lr=0.01, lr_decay_factor=0.5, lr_decay_step=50, max_epochs=100, model='ASAP_Pool', name='test_7d228f69_08_08_2021_16:34:27', num_layers=3, ratio=0.5, restore=False)
log_db: test_7d228f69_08_08_2021_16:34:27
Downloading https://www.chrsmrrs.com/graphkerneldatasets/NCI1.zip
Extracting /workspace/rebuttal/ASAP_gnp_NCI1/data/NCI1/NCI1/NCI1.zip
Processing...
Done!
non-pool 155659, pool 36

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non-pool 155659, pool 36

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non-pool 155659, pool 36

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non-pool 155659, pool 36

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non-pool 155659, pool 36

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non-pool 155659, pool 36

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non-pool 155659, pool 36

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non-pool 155659, pool 36

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non-pool 155659, pool 36

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---[INFO]---Val Acc: 0.7509, Test Accuracy: 0.725
For seed 8971	 Val Accuracy: 0.751 	 Test Accuracy: 0.725

non-pool 155659, pool 36

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non-pool 155659, pool 36

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non-pool 155659, pool 36

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non-pool 155659, pool 36

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non-pool 155659, pool 36

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non-pool 155659, pool 36

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non-pool 155659, pool 36

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---[INFO]---Val Acc: 0.7338, Test Accuracy: 0.721
For seed 85688	 Val Accuracy: 0.734 	 Test Accuracy: 0.721

non-pool 155659, pool 36

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non-pool 155659, pool 36

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non-pool 155659, pool 36

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non-pool 155659, pool 36

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non-pool 155659, pool 36

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non-pool 155659, pool 36

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non-pool 155659, pool 36

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non-pool 155659, pool 36

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non-pool 155659, pool 36

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---[INFO]---Val Acc: 0.7569, Test Accuracy: 0.731
For seed 9467	 Val Accuracy: 0.757 	 Test Accuracy: 0.731

non-pool 155659, pool 36

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non-pool 155659, pool 36

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non-pool 155659, pool 36

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non-pool 155659, pool 36

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non-pool 155659, pool 36

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non-pool 155659, pool 36

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non-pool 155659, pool 36

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non-pool 155659, pool 36

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non-pool 155659, pool 36

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non-pool 155659, pool 36

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---[INFO]---Val Acc: 0.7618, Test Accuracy: 0.737
For seed 32830	 Val Accuracy: 0.762 	 Test Accuracy: 0.737

non-pool 155659, pool 36

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non-pool 155659, pool 36

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non-pool 155659, pool 36

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non-pool 155659, pool 36

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non-pool 155659, pool 36

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non-pool 155659, pool 36

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non-pool 155659, pool 36

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non-pool 155659, pool 36

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non-pool 155659, pool 36

---[INFO]---10/001: Loss: 0.6784	Val Acc: 0.6472
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---[INFO]---Val Acc: 0.7491, Test Accuracy: 0.717
For seed 28689	 Val Accuracy: 0.749 	 Test Accuracy: 0.717

non-pool 155659, pool 36

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non-pool 155659, pool 36

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non-pool 155659, pool 36

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non-pool 155659, pool 36

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non-pool 155659, pool 36

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non-pool 155659, pool 36

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non-pool 155659, pool 36

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non-pool 155659, pool 36

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non-pool 155659, pool 36

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---[INFO]---Val Acc: 0.7450, Test Accuracy: 0.729
For seed 94845	 Val Accuracy: 0.745 	 Test Accuracy: 0.729

non-pool 155659, pool 36

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non-pool 155659, pool 36

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non-pool 155659, pool 36

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non-pool 155659, pool 36

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non-pool 155659, pool 36

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non-pool 155659, pool 36

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non-pool 155659, pool 36

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non-pool 155659, pool 36

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non-pool 155659, pool 36

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non-pool 155659, pool 36

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---[INFO]---Val Acc: 0.7474, Test Accuracy: 0.728
For seed 69840	 Val Accuracy: 0.747 	 Test Accuracy: 0.728

non-pool 155659, pool 36

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non-pool 155659, pool 36

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non-pool 155659, pool 36

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non-pool 155659, pool 36

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non-pool 155659, pool 36

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non-pool 155659, pool 36

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non-pool 155659, pool 36

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non-pool 155659, pool 36

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non-pool 155659, pool 36

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non-pool 155659, pool 36

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---[INFO]---Val Acc: 0.7501, Test Accuracy: 0.725
For seed 50883	 Val Accuracy: 0.750 	 Test Accuracy: 0.725

non-pool 155659, pool 36

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non-pool 155659, pool 36

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non-pool 155659, pool 36

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non-pool 155659, pool 36

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non-pool 155659, pool 36

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non-pool 155659, pool 36

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---[INFO]---Val Acc: 0.7345, Test Accuracy: 0.715
For seed 74177	 Val Accuracy: 0.735 	 Test Accuracy: 0.715

non-pool 155659, pool 36

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non-pool 155659, pool 36

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non-pool 155659, pool 36

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non-pool 155659, pool 36

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non-pool 155659, pool 36

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non-pool 155659, pool 36

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non-pool 155659, pool 36

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non-pool 155659, pool 36

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non-pool 155659, pool 36

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non-pool 155659, pool 36

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---[INFO]---Val Acc: 0.7462, Test Accuracy: 0.726
For seed 79585	 Val Accuracy: 0.746 	 Test Accuracy: 0.726

non-pool 155659, pool 36

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non-pool 155659, pool 36

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non-pool 155659, pool 36

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non-pool 155659, pool 36

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non-pool 155659, pool 36

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non-pool 155659, pool 36

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non-pool 155659, pool 36

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non-pool 155659, pool 36

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non-pool 155659, pool 36

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non-pool 155659, pool 36

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---[INFO]---Val Acc: 0.7443, Test Accuracy: 0.724
For seed 1055	 Val Accuracy: 0.744 	 Test Accuracy: 0.724

non-pool 155659, pool 36

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non-pool 155659, pool 36

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non-pool 155659, pool 36

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non-pool 155659, pool 36

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non-pool 155659, pool 36

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non-pool 155659, pool 36

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non-pool 155659, pool 36

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non-pool 155659, pool 36

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---[INFO]---Val Acc: 0.7572, Test Accuracy: 0.731
For seed 75631	 Val Accuracy: 0.757 	 Test Accuracy: 0.731

non-pool 155659, pool 36

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non-pool 155659, pool 36

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non-pool 155659, pool 36

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non-pool 155659, pool 36

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non-pool 155659, pool 36

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non-pool 155659, pool 36

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non-pool 155659, pool 36

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non-pool 155659, pool 36

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non-pool 155659, pool 36

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---[INFO]---Val Acc: 0.7496, Test Accuracy: 0.721
For seed 6825	 Val Accuracy: 0.750 	 Test Accuracy: 0.721

non-pool 155659, pool 36

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non-pool 155659, pool 36

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non-pool 155659, pool 36

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non-pool 155659, pool 36

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non-pool 155659, pool 36

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non-pool 155659, pool 36

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non-pool 155659, pool 36

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non-pool 155659, pool 36

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---[INFO]---Val Acc: 0.7377, Test Accuracy: 0.716
For seed 93188	 Val Accuracy: 0.738 	 Test Accuracy: 0.716

non-pool 155659, pool 36

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non-pool 155659, pool 36

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non-pool 155659, pool 36

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non-pool 155659, pool 36

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non-pool 155659, pool 36

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non-pool 155659, pool 36

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non-pool 155659, pool 36

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non-pool 155659, pool 36

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---[INFO]---Val Acc: 0.7467, Test Accuracy: 0.736
For seed 95426	 Val Accuracy: 0.747 	 Test Accuracy: 0.736

non-pool 155659, pool 36

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non-pool 155659, pool 36

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non-pool 155659, pool 36

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non-pool 155659, pool 36

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non-pool 155659, pool 36

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non-pool 155659, pool 36

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non-pool 155659, pool 36

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non-pool 155659, pool 36

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non-pool 155659, pool 36

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non-pool 155659, pool 36

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---[INFO]---Val Acc: 0.7470, Test Accuracy: 0.720
For seed 54514	 Val Accuracy: 0.747 	 Test Accuracy: 0.720

non-pool 155659, pool 36

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non-pool 155659, pool 36

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non-pool 155659, pool 36

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non-pool 155659, pool 36

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non-pool 155659, pool 36

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non-pool 155659, pool 36

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non-pool 155659, pool 36

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non-pool 155659, pool 36

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non-pool 155659, pool 36

---[INFO]---10/001: Loss: 0.6726	Val Acc: 0.6083
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---[INFO]---Val Acc: 0.7467, Test Accuracy: 0.739
For seed 31467	 Val Accuracy: 0.747 	 Test Accuracy: 0.739

non-pool 155659, pool 36

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non-pool 155659, pool 36

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non-pool 155659, pool 36

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non-pool 155659, pool 36

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non-pool 155659, pool 36

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non-pool 155659, pool 36

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non-pool 155659, pool 36

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non-pool 155659, pool 36

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non-pool 155659, pool 36

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non-pool 155659, pool 36

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---[INFO]---Val Acc: 0.7414, Test Accuracy: 0.718
For seed 70597	 Val Accuracy: 0.741 	 Test Accuracy: 0.718

non-pool 155659, pool 36

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non-pool 155659, pool 36

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non-pool 155659, pool 36

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non-pool 155659, pool 36

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non-pool 155659, pool 36

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non-pool 155659, pool 36

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non-pool 155659, pool 36

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non-pool 155659, pool 36

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non-pool 155659, pool 36

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non-pool 155659, pool 36

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---[INFO]---Val Acc: 0.7387, Test Accuracy: 0.721
For seed 71149	 Val Accuracy: 0.739 	 Test Accuracy: 0.721

non-pool 155659, pool 36

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non-pool 155659, pool 36

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non-pool 155659, pool 36

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non-pool 155659, pool 36

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non-pool 155659, pool 36

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non-pool 155659, pool 36

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non-pool 155659, pool 36

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non-pool 155659, pool 36

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non-pool 155659, pool 36

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---[INFO]---10/100: Loss: 0.5408	Val Acc: 0.7202
---[INFO]---Val Acc: 0.7448, Test Accuracy: 0.720
For seed 81994	 Val Accuracy: 0.745 	 Test Accuracy: 0.720

Val Accuracy: 0.746 ± 0.007 Test Accuracy: 0.725 ± 0.007
