shiyongming Goto Github PK

awesome-model-quantization

A list of papers, docs, codes about model quantization. This repo is aimed to provide the info for model quantization research, we are continuously improving the project. Welcome to PR the works (papers, repositories) that are missed by the repo.

brecq

Pytorch implementation of BRECQ, ICLR 2021

calib-dataset-eval

evaluate the dataset for int8 calibration

chinesenlpcorpus

搜集、整理、发布 中文 自然语言处理 语料/数据集，与 有志之士 共同 促进 中文 自然语言处理 的 发展。

cocoapi

COCO API - Dataset @ http://cocodataset.org/

colossalai

Colossal-AI: A Unified Deep Learning System for Big Model Era

cuml

cuML - RAPIDS Machine Learning Library

financialdatasets

SmoothNLP 金融文本数据集(公开) Public Financial Datasets for NLP Researches Only

fsi-samples

A collection of open-source GPU accelerated Python tools and examples for quantitative analyst tasks and leverages RAPIDS AI project, Numba, cuDF, and Dask.

hyperlpr

基于深度学习高性能中文车牌识别 High Performance Chinese License Plate Recognition Framework.

mytt

MyTT将通达信,同花顺,文华麦语言等指标公式,最简移植到Python中,核心库单个文件，仅百行代码,十几个核心函数，神奇的实现所有常见技术指标算法（不依赖talib库）的纯python实现和转换通达信MACD,RSI,BOLL,ATR,KDJ,CCI,PSY等公式,全部基于pandas函数计算方法封装，简洁且高性能，能非常方便的应用在股票指标公式,股市期货量化框架分析,自动程序化交易,数字货币量化等领域,它是您最精练的股市量化工具。Python library with most stock market indicators.

onnxrt_trt_ep

ONNX RT with TensorRT Execution Provider

polygraphy_guide

pytorch-onnx-tensorrt-cifar10

Train cifar10 networks and inference with tensorrt.

qat_demo

Show how to use QAT in TF1.x to train a network for mnist and convert it into TensorRT engine.

segmentation-models-benchmark

swin-transformer

This is an official implementation for "Swin Transformer: Hierarchical Vision Transformer using Shifted Windows".

tensorrt-easy-to-run

A tiny wrapper around TensorRT python API which loads a serialized TensorRT engine and runs inferences

tensorrt-ptq-hands-on-exercise

tensorrt_quantization_demo_cifar10

This demo is to show how to build a Resnet18 TensorRT int8 engine. And demonstrate how the size of calibrate dataset influences the final accuracy.

torch-tensorrt_sample

transformers

🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.

yolov3_tensorrt_int8_calibration

This repository provides a sample to run yolov3 on int8 mode in tensorRT

yolov5

YOLOv5 in PyTorch > ONNX > CoreML > TFLite

yolov5-tensorrt

A tensorrt implementation of yolov5: https://github.com/ultralytics/yolov5