/mnist

Primary LanguagePython

mnist toy problem

Intended to be used for trying new ideas for workflow and modelling

Setup

guild init --skip-tensorflow

Help

guild help

Results

Without searching for better hyperparameters

label ~val_categorical_accuracy
supervised 56%
mixup 60%
semi 57% (maybe better with search)
mixmatch 67% (only semi-supervised)
mixmatch 50%