This means that the gradients of multiple smaller minibatches can be accumulated before performing the weight update, and this will be exactly equivalent to a single larger update. Gradient checkpointing: The major use of GPU/TPU memory during DNN training is caching the intermediate activations ...
We’re going to start with the serverless technology known as Lambda Functions (in AWS, and I think they might have been the first), Azure Functions and the Google cloud equivalent Google Cloud Functions. Now, in truth the three may not be 100% compatible in terms of their API but they...