Choosing tf.data Cache and Prefetch Settings for Faster TensorFlow Training
A practical guide to deciding when to cache datasets in memory, how to size prefetch buffers, and how to validate the impact on epoch time and memory usage.
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A practical guide to deciding when to cache datasets in memory, how to size prefetch buffers, and how to validate the impact on epoch time and memory usage.
tensorflow