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Unsupervised Data Augmentation experiments with Cifar10

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UDA experiments with Cifar10

This is an experiment of Google's UDA [paper][tensorflow] in pytorch

Requirements

Python>3.6

PyTorch>1.3.0

tensorboard

Train

python main.py --schedule exp(or linear, log) --epoch 100 --tsa 1 --supnum 4000

Tensorboard

tensorboard --logdir='./tb_logger'

Result

Cifar10 with expTSA:

exp_result.png

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Unsupervised Data Augmentation experiments with Cifar10

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