Spaces:
Running
Running
File size: 888 Bytes
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The best baselines are obtainable via the following configuration:
## MNIST => MNIST_M
Accuracy:
MNIST-Train: 99.9
MNIST_M-Train: 63.9
MNIST_M-Valid: 63.9
MNIST_M-Test: 63.6
Learning Rate = 0.0001
Weight Decay = 0.0
Number of Steps: 105,000
## MNIST => USPS
Accuracy:
MNIST-Train: 100.0
USPS-Train: 82.8
USPS-Valid: 82.8
USPS-Test: 78.9
Learning Rate = 0.0001
Weight Decay = 0.0
Number of Steps: 22,000
## MNIST_M => MNIST
Accuracy:
MNIST_M-Train: 100
MNIST-Train: 98.5
MNIST-Valid: 98.5
MNIST-Test: 98.1
Learning Rate = 0.001
Weight Decay = 0.0
Number of Steps: 604,400
## MNIST_M => MNIST_M
Accuracy:
MNIST_M-Train: 100.0
MNIST_M-Valid: 96.6
MNIST_M-Test: 96.4
Learning Rate = 0.001
Weight Decay = 0.0
Number of Steps: 139,400
## USPS => USPS
Accuracy:
USPS-Train: 100.0
USPS-Valid: 100.0
USPS-Test: 96.5
Learning Rate = 0.001
Weight Decay = 0.0
Number of Steps: 67,000
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