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_5e1e3155_08_08_2021_16:30:19', num_layers=3, ratio=0.5, restore=False)
log_db: test_5e1e3155_08_08_2021_16:30:19
non-pool 4171, pool 36

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non-pool 4171, pool 36

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non-pool 4171, pool 36

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non-pool 4171, pool 36

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non-pool 4171, pool 36

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non-pool 4171, pool 36

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non-pool 4171, pool 36

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non-pool 4171, pool 36

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non-pool 4171, pool 36

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non-pool 4171, pool 36

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---[INFO]---Val Acc: 0.8106, Test Accuracy: 0.767
For seed 8971	 Val Accuracy: 0.811 	 Test Accuracy: 0.767

non-pool 4171, pool 36

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non-pool 4171, pool 36

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non-pool 4171, pool 36

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non-pool 4171, pool 36

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non-pool 4171, pool 36

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non-pool 4171, pool 36

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non-pool 4171, pool 36

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non-pool 4171, pool 36

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---[INFO]---Val Acc: 0.8132, Test Accuracy: 0.755
For seed 85688	 Val Accuracy: 0.813 	 Test Accuracy: 0.755

non-pool 4171, pool 36

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non-pool 4171, pool 36

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non-pool 4171, pool 36

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non-pool 4171, pool 36

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non-pool 4171, pool 36

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non-pool 4171, pool 36

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non-pool 4171, pool 36

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non-pool 4171, pool 36

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non-pool 4171, pool 36

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non-pool 4171, pool 36

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---[INFO]---Val Acc: 0.8098, Test Accuracy: 0.773
For seed 9467	 Val Accuracy: 0.810 	 Test Accuracy: 0.773

non-pool 4171, pool 36

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non-pool 4171, pool 36

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non-pool 4171, pool 36

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non-pool 4171, pool 36

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non-pool 4171, pool 36

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non-pool 4171, pool 36

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non-pool 4171, pool 36

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non-pool 4171, pool 36

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non-pool 4171, pool 36

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---[INFO]---Val Acc: 0.8141, Test Accuracy: 0.783
For seed 32830	 Val Accuracy: 0.814 	 Test Accuracy: 0.783

non-pool 4171, pool 36

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non-pool 4171, pool 36

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non-pool 4171, pool 36

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non-pool 4171, pool 36

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non-pool 4171, pool 36

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non-pool 4171, pool 36

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non-pool 4171, pool 36

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non-pool 4171, pool 36

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non-pool 4171, pool 36

---[INFO]---10/001: Loss: 0.6591	Val Acc: 0.6667
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---[INFO]---Val Acc: 0.7988, Test Accuracy: 0.775
For seed 28689	 Val Accuracy: 0.799 	 Test Accuracy: 0.775

non-pool 4171, pool 36

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non-pool 4171, pool 36

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non-pool 4171, pool 36

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non-pool 4171, pool 36

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non-pool 4171, pool 36

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non-pool 4171, pool 36

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non-pool 4171, pool 36

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non-pool 4171, pool 36

---[INFO]---10/001: Loss: 0.6721	Val Acc: 0.5812
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---[INFO]---Val Acc: 0.8107, Test Accuracy: 0.766
For seed 94845	 Val Accuracy: 0.811 	 Test Accuracy: 0.766

non-pool 4171, pool 36

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non-pool 4171, pool 36

---[INFO]---02/001: Loss: 0.6733	Val Acc: 0.5508
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non-pool 4171, pool 36

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non-pool 4171, pool 36

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non-pool 4171, pool 36

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non-pool 4171, pool 36

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non-pool 4171, pool 36

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non-pool 4171, pool 36

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non-pool 4171, pool 36

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non-pool 4171, pool 36

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---[INFO]---Val Acc: 0.8141, Test Accuracy: 0.773
For seed 69840	 Val Accuracy: 0.814 	 Test Accuracy: 0.773

non-pool 4171, pool 36

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non-pool 4171, pool 36

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non-pool 4171, pool 36

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non-pool 4171, pool 36

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non-pool 4171, pool 36

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non-pool 4171, pool 36

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non-pool 4171, pool 36

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non-pool 4171, pool 36

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non-pool 4171, pool 36

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non-pool 4171, pool 36

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---[INFO]---Val Acc: 0.7963, Test Accuracy: 0.761
For seed 50883	 Val Accuracy: 0.796 	 Test Accuracy: 0.761

non-pool 4171, pool 36

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non-pool 4171, pool 36

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non-pool 4171, pool 36

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non-pool 4171, pool 36

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non-pool 4171, pool 36

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non-pool 4171, pool 36

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non-pool 4171, pool 36

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non-pool 4171, pool 36

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non-pool 4171, pool 36

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non-pool 4171, pool 36

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---[INFO]---Val Acc: 0.8090, Test Accuracy: 0.772
For seed 74177	 Val Accuracy: 0.809 	 Test Accuracy: 0.772

non-pool 4171, pool 36

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non-pool 4171, pool 36

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non-pool 4171, pool 36

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non-pool 4171, pool 36

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non-pool 4171, pool 36

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non-pool 4171, pool 36

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non-pool 4171, pool 36

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non-pool 4171, pool 36

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non-pool 4171, pool 36

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non-pool 4171, pool 36

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---[INFO]---Val Acc: 0.8099, Test Accuracy: 0.767
For seed 79585	 Val Accuracy: 0.810 	 Test Accuracy: 0.767

non-pool 4171, pool 36

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non-pool 4171, pool 36

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non-pool 4171, pool 36

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non-pool 4171, pool 36

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non-pool 4171, pool 36

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non-pool 4171, pool 36

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non-pool 4171, pool 36

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non-pool 4171, pool 36

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non-pool 4171, pool 36

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---[INFO]---Val Acc: 0.8073, Test Accuracy: 0.777
For seed 1055	 Val Accuracy: 0.807 	 Test Accuracy: 0.777

non-pool 4171, pool 36

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non-pool 4171, pool 36

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non-pool 4171, pool 36

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non-pool 4171, pool 36

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non-pool 4171, pool 36

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non-pool 4171, pool 36

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non-pool 4171, pool 36

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---[INFO]---Val Acc: 0.8099, Test Accuracy: 0.776
For seed 75631	 Val Accuracy: 0.810 	 Test Accuracy: 0.776

non-pool 4171, pool 36

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non-pool 4171, pool 36

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non-pool 4171, pool 36

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non-pool 4171, pool 36

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non-pool 4171, pool 36

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non-pool 4171, pool 36

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non-pool 4171, pool 36

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non-pool 4171, pool 36

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non-pool 4171, pool 36

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---[INFO]---Val Acc: 0.8047, Test Accuracy: 0.763
For seed 6825	 Val Accuracy: 0.805 	 Test Accuracy: 0.763

non-pool 4171, pool 36

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non-pool 4171, pool 36

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non-pool 4171, pool 36

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non-pool 4171, pool 36

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non-pool 4171, pool 36

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non-pool 4171, pool 36

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non-pool 4171, pool 36

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non-pool 4171, pool 36

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non-pool 4171, pool 36

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non-pool 4171, pool 36

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---[INFO]---Val Acc: 0.8140, Test Accuracy: 0.775
For seed 93188	 Val Accuracy: 0.814 	 Test Accuracy: 0.775

non-pool 4171, pool 36

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non-pool 4171, pool 36

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non-pool 4171, pool 36

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non-pool 4171, pool 36

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non-pool 4171, pool 36

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non-pool 4171, pool 36

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non-pool 4171, pool 36

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non-pool 4171, pool 36

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non-pool 4171, pool 36

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non-pool 4171, pool 36

---[INFO]---10/001: Loss: 0.6644	Val Acc: 0.6154
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---[INFO]---Val Acc: 0.8141, Test Accuracy: 0.766
For seed 95426	 Val Accuracy: 0.814 	 Test Accuracy: 0.766

non-pool 4171, pool 36

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non-pool 4171, pool 36

---[INFO]---02/001: Loss: 0.6803	Val Acc: 0.6780
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non-pool 4171, pool 36

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non-pool 4171, pool 36

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non-pool 4171, pool 36

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non-pool 4171, pool 36

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non-pool 4171, pool 36

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non-pool 4171, pool 36

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non-pool 4171, pool 36

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---[INFO]---Val Acc: 0.8149, Test Accuracy: 0.778
For seed 54514	 Val Accuracy: 0.815 	 Test Accuracy: 0.778

non-pool 4171, pool 36

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non-pool 4171, pool 36

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non-pool 4171, pool 36

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non-pool 4171, pool 36

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non-pool 4171, pool 36

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non-pool 4171, pool 36

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non-pool 4171, pool 36

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non-pool 4171, pool 36

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non-pool 4171, pool 36

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---[INFO]---Val Acc: 0.8064, Test Accuracy: 0.773
For seed 31467	 Val Accuracy: 0.806 	 Test Accuracy: 0.773

non-pool 4171, pool 36

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non-pool 4171, pool 36

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non-pool 4171, pool 36

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non-pool 4171, pool 36

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non-pool 4171, pool 36

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non-pool 4171, pool 36

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non-pool 4171, pool 36

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non-pool 4171, pool 36

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non-pool 4171, pool 36

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---[INFO]---Val Acc: 0.8115, Test Accuracy: 0.775
For seed 70597	 Val Accuracy: 0.811 	 Test Accuracy: 0.775

non-pool 4171, pool 36

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non-pool 4171, pool 36

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non-pool 4171, pool 36

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non-pool 4171, pool 36

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non-pool 4171, pool 36

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non-pool 4171, pool 36

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non-pool 4171, pool 36

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non-pool 4171, pool 36

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non-pool 4171, pool 36

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non-pool 4171, pool 36

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---[INFO]---Val Acc: 0.8107, Test Accuracy: 0.780
For seed 71149	 Val Accuracy: 0.811 	 Test Accuracy: 0.780

non-pool 4171, pool 36

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non-pool 4171, pool 36

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non-pool 4171, pool 36

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non-pool 4171, pool 36

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non-pool 4171, pool 36

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non-pool 4171, pool 36

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non-pool 4171, pool 36

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non-pool 4171, pool 36

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non-pool 4171, pool 36

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---[INFO]---10/073: Loss: 0.5103	Val Acc: 0.8205
---[INFO]---10/074: Loss: 0.5065	Val Acc: 0.8205
---[INFO]---10/075: Loss: 0.5037	Val Acc: 0.8205
---[INFO]---10/076: Loss: 0.5111	Val Acc: 0.8205
---[INFO]---10/077: Loss: 0.4993	Val Acc: 0.8205
---[INFO]---10/078: Loss: 0.4905	Val Acc: 0.8205
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---[INFO]---10/100: Loss: 0.4978	Val Acc: 0.8205
---[INFO]---Val Acc: 0.8116, Test Accuracy: 0.781
For seed 81994	 Val Accuracy: 0.812 	 Test Accuracy: 0.781

Val Accuracy: 0.810 ± 0.005 Test Accuracy: 0.772 ± 0.007
