deeplizard shows us how to add batch normalization to a convolutional neural network.
Content index:
- 00:00 Welcome to DEEPLIZARD – Go to deeplizard.com for learning resources
- 00:30 What is Batch Norm?
- 04:04 Creating Two CNNs Using nn.Sequential
- 09:42 Preparing the Training Set
- 10:45 Injecting Networks Into Our Testing Framework
- 14:55 Running the Tests – BatchNorm vs. NoBatchNorm
- 16:30 Dealing with Error Caused by TensorBoard
- 19:49 Collective Intelligence and the DEEPLIZARD HIVEMIND