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Adding smooth averaging mode for calibration#1643

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agnikumar wants to merge 2 commits into
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Adding smooth averaging mode for calibration#1643
agnikumar wants to merge 2 commits into
microsoft:askhade/quantization_and_caliberationfrom
agnikumar:agnikumar/calibration_smoothing

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@agnikumar
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@agnikumar agnikumar commented Aug 18, 2019

Enabling various calibration modes:

  • naive: taking the minimum of all ReduceMin values and the maximum of all ReduceMax values across images for each added node (code contained here)

  • smooth: taking a weighted average of ReduceMin and ReduceMax values, where weights are based on the volumes of the general clusters these values fall into (code contained in this PR, and details about the algorithm used are contained in this README)

@agnikumar agnikumar requested a review from a team as a code owner August 18, 2019 06:24
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stale Bot commented Jul 3, 2020

This issue has been automatically marked as stale due to inactivity and will be closed in 7 days if no further activity occurs. If further support is needed, please provide an update and/or more details.

@stale stale Bot added the wontfix label Jul 3, 2020
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stale Bot commented Jul 11, 2020

This issue has been automatically closed due to inactivity. Please reactivate if further support is needed.

@stale stale Bot closed this Jul 11, 2020
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