[QwixQuantStat] Refactor _collect_quant_stat to _update_and_get_quant_stat.#258
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[QwixQuantStat] Refactor _collect_quant_stat to _update_and_get_quant_stat.#258copybara-service[bot] wants to merge 1 commit intomainfrom
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…_stat. The internal method _collect_quant_stat was misleading as it both updates the running quantization statistics (using SimpleMovingAverage) and returns the current averaged calibration data. This CL renames it to _update_and_get_quant_stat across the qwix codebase to better reflect this dual responsibility. Implementation Details: - Updated OdmlQatProvider and QtProvider to use the new method name. - Clarified docstrings to explain the update-and-return behavior. - Updated internal references in odml_ops.py and experimental scripts. - Associated configuration field names (e.g., lhs_collect_quant_stat) are kept as-is to maintain API stability while the underlying implementation is improved. - Fixed a syntax error in an experimental script blocking formatting. PiperOrigin-RevId: 900895282
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[QwixQuantStat] Refactor _collect_quant_stat to _update_and_get_quant_stat.
The internal method _collect_quant_stat was misleading as it both updates the running quantization statistics (using SimpleMovingAverage) and returns the current averaged calibration data.
This CL renames it to _update_and_get_quant_stat across the qwix codebase to better reflect this dual responsibility.
Implementation Details: