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single_batch_results.txt
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single_batch_results.txt
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Checking the Training on a Single Batch...
Epoch 1, CIFAR-10 Batch 2: Loss 2.3025, Accuracy 0.075000:
[2.2925971, 0.14279999]
Epoch 2, CIFAR-10 Batch 2: Loss 2.3048, Accuracy 0.050000:
[2.2801788, 0.1626]
Epoch 3, CIFAR-10 Batch 2: Loss 2.2952, Accuracy 0.075000:
[2.2610974, 0.18639997]
Epoch 4, CIFAR-10 Batch 2: Loss 2.3227, Accuracy 0.150000:
[2.1873329, 0.24879998]
Epoch 5, CIFAR-10 Batch 2: Loss 2.2296, Accuracy 0.150000:
[2.1565578, 0.27219999]
Epoch 6, CIFAR-10 Batch 2: Loss 2.0722, Accuracy 0.300000:
[2.0662975, 0.32399997]
Epoch 7, CIFAR-10 Batch 2: Loss 1.9984, Accuracy 0.275000:
[2.004168, 0.34739998]
Epoch 8, CIFAR-10 Batch 2: Loss 1.9028, Accuracy 0.325000:
[2.0097423, 0.34639999]
Epoch 9, CIFAR-10 Batch 2: Loss 1.9359, Accuracy 0.300000:
[2.0116158, 0.33719999]
Epoch 10, CIFAR-10 Batch 2: Loss 1.9023, Accuracy 0.375000:
[2.0084486, 0.32999995]
Epoch 11, CIFAR-10 Batch 2: Loss 1.9004, Accuracy 0.375000:
[2.0243506, 0.324]
Epoch 12, CIFAR-10 Batch 2: Loss 1.8185, Accuracy 0.400000:
[2.0069818, 0.33199996]
Epoch 13, CIFAR-10 Batch 2: Loss 1.8280, Accuracy 0.400000:
[2.0082734, 0.33239999]
Epoch 14, CIFAR-10 Batch 2: Loss 1.8337, Accuracy 0.400000:
[2.0620127, 0.3132]
Epoch 15, CIFAR-10 Batch 2: Loss 1.7362, Accuracy 0.425000:
[2.0304811, 0.3188]
Epoch 16, CIFAR-10 Batch 2: Loss 1.7132, Accuracy 0.425000:
[2.0333638, 0.31919998]
Epoch 17, CIFAR-10 Batch 2: Loss 1.7410, Accuracy 0.375000:
[2.0494332, 0.32119998]
Epoch 18, CIFAR-10 Batch 2: Loss 1.5763, Accuracy 0.450000:
[1.958674, 0.34999996]
Epoch 19, CIFAR-10 Batch 2: Loss 1.5652, Accuracy 0.450000:
[1.9632628, 0.3466]
Epoch 20, CIFAR-10 Batch 2: Loss 1.4912, Accuracy 0.500000:
[1.9323976, 0.37059999]
Epoch 21, CIFAR-10 Batch 2: Loss 1.5024, Accuracy 0.475000:
[1.9410946, 0.3678]
Epoch 22, CIFAR-10 Batch 2: Loss 1.4072, Accuracy 0.500000:
[1.9060335, 0.38239998]
Epoch 23, CIFAR-10 Batch 2: Loss 1.3942, Accuracy 0.500000:
[1.9053665, 0.38180003]
Epoch 24, CIFAR-10 Batch 2: Loss 1.4666, Accuracy 0.500000:
[1.9658391, 0.35679999]
Epoch 25, CIFAR-10 Batch 2: Loss 1.3873, Accuracy 0.500000:
[1.9199018, 0.37619999]
Checking the Training on a Single Batch...
Epoch 1, CIFAR-10 Batch 1: Loss 2.2603, Accuracy 0.100000:
[2.2265856, 0.1944]
Epoch 2, CIFAR-10 Batch 1: Loss 2.2311, Accuracy 0.200000:
[2.187006, 0.23879999]
Epoch 3, CIFAR-10 Batch 1: Loss 2.1980, Accuracy 0.200000:
[2.1847682, 0.22639999]
Epoch 4, CIFAR-10 Batch 1: Loss 2.0652, Accuracy 0.275000:
[2.1176026, 0.27359998]
Epoch 5, CIFAR-10 Batch 1: Loss 2.0132, Accuracy 0.300000:
[2.0668416, 0.30179998]
Epoch 6, CIFAR-10 Batch 1: Loss 1.9330, Accuracy 0.400000:
[2.0293317, 0.32300001]
Epoch 7, CIFAR-10 Batch 1: Loss 1.9363, Accuracy 0.425000:
[2.0424197, 0.33519995]
Epoch 8, CIFAR-10 Batch 1: Loss 1.8272, Accuracy 0.375000:
[1.917738, 0.35599998]
Epoch 9, CIFAR-10 Batch 1: Loss 1.7802, Accuracy 0.350000:
[1.8922172, 0.35919997]
Epoch 10, CIFAR-10 Batch 1: Loss 1.6799, Accuracy 0.425000:
[1.8802, 0.36599994]
Epoch 11, CIFAR-10 Batch 1: Loss 1.6196, Accuracy 0.500000:
[1.8533521, 0.37979996]
Epoch 12, CIFAR-10 Batch 1: Loss 1.3647, Accuracy 0.550000:
[1.8601571, 0.39039999]
Epoch 13, CIFAR-10 Batch 1: Loss 1.3566, Accuracy 0.575000:
[1.8503475, 0.38499999]
Epoch 14, CIFAR-10 Batch 1: Loss 1.2716, Accuracy 0.625000:
[1.834584, 0.37859997]
Epoch 15, CIFAR-10 Batch 1: Loss 1.4007, Accuracy 0.600000:
[1.8732134, 0.37920001]
Epoch 16, CIFAR-10 Batch 1: Loss 1.3958, Accuracy 0.625000:
[1.8248018, 0.38499996]
Epoch 17, CIFAR-10 Batch 1: Loss 1.4035, Accuracy 0.525000:
[1.8137987, 0.38799998]
Epoch 18, CIFAR-10 Batch 1: Loss 1.3858, Accuracy 0.550000:
[1.8232068, 0.39579999]
Epoch 19, CIFAR-10 Batch 1: Loss 1.2773, Accuracy 0.600000:
[1.8251565, 0.38879997]
Epoch 20, CIFAR-10 Batch 1: Loss 1.2430, Accuracy 0.600000:
[1.8657031, 0.38059998]
Epoch 21, CIFAR-10 Batch 1: Loss 1.1999, Accuracy 0.600000:
[1.8328098, 0.3964]
Epoch 22, CIFAR-10 Batch 1: Loss 1.2529, Accuracy 0.625000:
[1.8668497, 0.39480001]
Epoch 23, CIFAR-10 Batch 1: Loss 1.1724, Accuracy 0.650000:
[1.8582698, 0.38559997]
Epoch 24, CIFAR-10 Batch 1: Loss 1.0925, Accuracy 0.675000:
[1.8568954, 0.39159995]
Epoch 25, CIFAR-10 Batch 1: Loss 1.1042, Accuracy 0.675000:
[1.8934557, 0.38739997]