Name		Name	Last commit message	Last commit date
parent directory ..
configure.py		configure.py
eval.py		eval.py
mixup_train_log.csv		mixup_train_log.csv
modules.py		modules.py
normal_train_log.csv		normal_train_log.csv
plot.py		plot.py
readme.md		readme.md
results.png		results.png
train.py		train.py
utils.py		utils.py

readme.md

Re-Implementation of "mixup: BEYOND EMPIRICAL RISK MINIMIZATION"

experimental setups (vgg16 with batch norm)

epochs = 100
batch_size = 100
optimizer = SGD

results

	mixup	normal
accuracy	94.02 [%]	93.52 [%]

Usage of example (additional setup is written in configure.py or train.py)

python3 train.py --alpha 0.2