fix-match

In progress pytorch implementation of FixMatch: Simplifying Semi-Supervised Learning with Consistency and Confidence

• SGD optimizer + EMA
• Cosine Annealing with warm restarts, with the schedule stepping suggested by the paper.
• Batchsize of 64

Run

python train.py --batch-size=64 --mu=7 --dataset-name=CIFAR10C --data-dir=path/to/your/data

Results

CIFAR10 classification accuracy for now, for mu=7

Epochs	100	500
Paper	xx	xx
This repo	85.0	93.7500