ANSHUMAN87 / Bias-Correction

Bias-Correction

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Bias-Correction

Paper : Data-Free Quantization through Weight Equalization and Bias Correction

Link: https://arxiv.org/pdf/1906.04721v1.pdf

Implemented only Bias Correction part of the mentioned paper.

Verified the results on Mobinet_V2 where the results are promising.

Usage

python3 inference/inference_sim.py -a mobilenet_v2 -b 128 --data "Path-To-Imagenet-Dataset"

Dataset

Download IMagenet Validation datatset from the official site. Then prepare Imagenet Dataset using the script provided in the script folder.

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Bias-Correction


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