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Distribution Strategies: Use All the Compute

tf.distribute.Strategy scales training across multiple GPUs/TPUs or machines. It shards your batches, runs replicas in parallel, and reduces gradients correctly (e.g., all-reduce).

Mental model: many workers push identical sleds uphill (same model) on different snow lanes (data shards), then share what they learned at checkpoints.

Distribution Strategies: Use All the Compute