3_mnist_from_scratch.ipynb only works on mybinder.org with reduced batch size and reduced validation size due to 2GB RAM limit.
For example:
Change two occurences of BATCH_SIZE=30 and one occurence of VALIDATION_SIZE=2500
test if tf-cpu/gpu works with mybinder