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AIMET is a library that provides advanced quantization and compression techniques for trained neural network models.
Pytorch implementation of BRECQ, ICLR 2021
This fork of BVLC/Caffe is dedicated to improving performance of this deep learning framework when running on CPU, in particular Intel® Xeon processors.
超轻量级中文ocr,支持竖排文字识别, 支持ncnn、mnn、tnn推理 ( dbnet(1.8M) + crnn(2.5M) + anglenet(378KB)) 总模型仅4.7M
CNN中量化算法研究-浮点数定点数转换,包括定点数的运算
Quantization of Convolutional Neural networks.
Deformable DETR: Deformable Transformers for End-to-End Object Detection.
EasyQuant(EQ) is an efficient and simple post-training quantization method via effectively optimizing the scales of weights and activations.
Fully Convolutional Networks for Semantic Segmentation by Jonathan Long*, Evan Shelhamer*, and Trevor Darrell. CVPR 2015 and PAMI 2016.
Feature Pyramid Networks for Object Detection
4 bits quantization of LLaMA using GPTQ
[ICML'21 Oral] I-BERT: Integer-only BERT Quantization
State-of-the-art 2D and 3D Face Analysis Project
Implementation of Statistical Learning Method, Second Edition.《统计学习方法》第二版,算法实现。
《代码随想录》LeetCode 刷题攻略:200道经典题目刷题顺序,共60w字的详细图解,视频难点剖析,50余张思维导图,支持C++,Java,Python,Go,JavaScript等多语言版本,从此算法学习不再迷茫!🔥🔥 来看看,你会发现相见恨晚!🚀
"Multi-Level Intermediate Representation" Compiler Infrastructure
OpenMMLab Model Deployment Framework
Model Quantization Benchmark
⚡Super fast and lightweight anchor-free object detection model. 🔥Only 980 KB(int8) / 1.8MB (fp16) and run 97FPS on cellphone🔥
C++ implementation of the Python Numpy library
Open standard for machine learning interoperability
Pixel-Adaptive Convolutional Neural Networks (CVPR '19)
PPL Quantization Tool (PPQ) is a powerful offline neural network quantization tool.
Pytorch model to caffe model, supported pytorch 0.3, 0.3.1, 0.4, 0.4.1 ,1.0 , 1.0.1 , 1.2 ,1.3 .notice that only pytorch 1.1 have some bugs
[ICML 2023] SmoothQuant: Accurate and Efficient Post-Training Quantization for Large Language Models
Tengine is a lite, high performance, modular inference engine for embedded device
TensorRT Plugin Autogen Tool
Machine learning compiler based on MLIR for Sophgo TPU.
🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.
A declarative, efficient, and flexible JavaScript library for building user interfaces.
🖖 Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.
TypeScript is a superset of JavaScript that compiles to clean JavaScript output.
An Open Source Machine Learning Framework for Everyone
The Web framework for perfectionists with deadlines.
A PHP framework for web artisans
Bring data to life with SVG, Canvas and HTML. 📊📈🎉
JavaScript (JS) is a lightweight interpreted programming language with first-class functions.
Some thing interesting about web. New door for the world.
A server is a program made to process requests and deliver data to clients.
Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.
Some thing interesting about visualization, use data art
Some thing interesting about game, make everyone happy.
We are working to build community through open source technology. NB: members must have two-factor auth.
Open source projects and samples from Microsoft.
Google ❤️ Open Source for everyone.
Alibaba Open Source for everyone
Data-Driven Documents codes.
China tencent open source team.