chenbohua3

aimet

AIMET is a library that provides advanced quantization and compression techniques for trained neural network models.

Algorithm_Interview_Notes-Chinese

2018/2019/校招/春招/秋招/算法/机器学习(Machine Learning)/深度学习(Deep Learning)/自然语言处理(NLP)/C/C++/Python/面试笔记

BitSplit

BitSplit Post-trining Quantization

BladeDISC

BRECQ

Pytorch implementation of BRECQ, ICLR 2021

CalibTIP

Improving Post Training Neural Quantization: Layer-wise Calibration and Integer Programming

cnn-quantization

Quantization of Convolutional Neural networks.

darts

Differentiable architecture search for convolutional and recurrent networks

detectron2

Detectron2 is FAIR's next-generation platform for object detection and segmentation.

DFQ

PyTorch implementation of Data Free Quantization Through Weight Equalization and Bias Correction.

EasyQuant

EasyQuant(EQ) is an efficient and simple post-training quantization method via effectively optimizing the scales of weights and activations.

jd_seckill

京东秒杀商品抢购

mmclassification

OpenMMLab Image Classification Toolbox and Benchmark

MQBench

Model Quantization Benchmark

nn-quantization-pytorch

onnx

Open standard for machine learning interoperability

opencompass

OpenCompass is an LLM evaluation platform, supporting a wide range of models (LLaMA, LLaMa2, ChatGLM2, ChatGPT, Claude, etc) over 50+ datasets.

ppq

PPL Quantization Tool (PPQ) is a powerful offline neural network quantization tool.

pumpkin-book

《机器学习》（西瓜书）公式推导解析，在线阅读地址：https://datawhalechina.github.io/pumpkin-book

pytorch

Tensors and Dynamic neural networks in Python with strong GPU acceleration

pytorch-FCSN

This is the implementation of FCSN

pytorch-VSLUD

This is the implementation of the paper Video Summarization by Learning from Unpaired Data(CVPR2019)

tensorflow

TensorRT

TensorRT is a C++ library for high performance inference on NVIDIA GPUs and deep learning accelerators.

torch2trt

convert torch module to tensorrt network or tvm function

torchbenchmark

TorchBench is a collection of open source benchmarks used to evaluate PyTorch performance.

transformers

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

triton

Development repository for the Triton language and compiler

yolov3-tiny-onnx-TensorRT

YOLOV3-Tiny TensorRT6.0 13个类别

ZeroQ