autotune: log arguments before training
autotune: log arguments before training

Summary: This commit logs the new selected parameters for the autotune right before training the model, making it easy to debug.

Reviewed By: EdouardGrave

Differential Revision: D17627060

fbshipit-source-id: ee12bfabb20331596faaa6e39aec91241beddc74

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