Nick Parker nick-parker

## discrete-action-backprop-bypass-hlb-cifar10-demo.py
# Sketch-specific note: a roughly ~25 run battery for this code estimated a roughly ~93.11% accuracy in the same number of steps as the baseline network, ~1.7x runtime overhead (much of which goes to the torch.randn allocations and extra layer calculations).

# Note: The one change we need to make if we're in Colab is to uncomment this below block.
# If we are in an ipython session or a notebook, clear the state to avoid bugs
#"""
try:
  _ = get_ipython().__class__.__name__
  ## we set -f below to avoid prompting the user before clearing the notebook state
  %reset -f
except NameError:
	# Sketch-specific note: a roughly ~25 run battery for this code estimated a roughly ~93.11% accuracy in the same number of steps as the baseline network, ~1.7x runtime overhead (much of which goes to the torch.randn allocations and extra layer calculations).

	# Note: The one change we need to make if we're in Colab is to uncomment this below block.
	# If we are in an ipython session or a notebook, clear the state to avoid bugs
	#"""
	try:
	_ = get_ipython().__class__.__name__
	## we set -f below to avoid prompting the user before clearing the notebook state
	%reset -f
	except NameError: