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llama3.1-8b support and calibration #51

@arekay-nv

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@arekay-nv

Ensure that llama3.1-8b executes end-to-end and reports number statistically similar to legacy loadgen as submitted in MLPerf inference v5.1 for all scenarios.
Add documentation to enable reproducing the results.

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