update float8 training readme to include time measurement #2291
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Summary:
Update the float8 training example code snippet to include time measurement that properly excludes torch.compile one-time warmup. Also, use larger shapes to demonstrate speedup from float8.
Test Plan:
copy-paste the snippet and run it, it works. Commenting out float8 shows a slowdown, as expected.
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