Question: The action of a linear layer with parameters W , b on a batch x is given by W x + b . Due to

The action of a linear layer with parameters W,b on a batch x is given by Wx+b. Due to parallelism, the amount of time it takes for a GPU to process a batch of size k is about the same it takes for a batch of size 2k, for most reasonable values of k. As a result, working with batch size 2k results in:
Faster training per epoch.
No change in the training time per epoch.
An unpredictable effect on the training time per epoch.
Slower training per epoch.
The action of a linear layer with parameters W ,

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