quantization topic

List quantization repositories

VectorsInSearch

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Dice.com repo to accompany the dice.com 'Vectors in Search' talk by Simon Hughes, from the Activate 2018 search conference, and the 'Searching with Vectors' talk from Haystack 2019 (US). Builds upon m...

jacinto-ai-devkit

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This repository has been moved. The new location is in https://github.com/TexasInstruments/edgeai-tensorlab

Repository containing code for "U-Net Fixed-Point Quantization for Medical Image Segmentation" paper at MICCAI2019

local-search-quantization

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State-of-the-art method for large-scale ANN search as of Oct 2016. Presented at ECCV 16.

TF2DeepFloorplan

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TF2 Deep FloorPlan Recognition using a Multi-task Network with Room-boundary-Guided Attention. Enable tensorboard, quantization, flask, tflite, docker, github actions and google colab.

model_optimization

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Model Compression Toolkit (MCT) is an open source project for neural network model optimization under efficient, constrained hardware. This project provides researchers, developers, and engineers adva...

F8Net

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[ICLR 2022 Oral] F8Net: Fixed-Point 8-bit Only Multiplication for Network Quantization

Stochastic-Quantization

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Training Low-bits DNNs with Stochastic Quantization

ZAQ-code

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CVPR 2021 : Zero-shot Adversarial Quantization (ZAQ)

ntagger

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reference pytorch code for named entity tagging