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algorithm-visualizer

:fireworks:Interactive Online Platform that Visualizes Algorithms from Code

autogptq

An easy-to-use LLMs quantization package with user-friendly apis, based on GPTQ algorithm.

caffe

Caffe: a fast open framework for deep learning.

chromium

The official GitHub mirror of the Chromium source

cnn

This is a matlab-code implementation of convolutional neural network

code

Learning

code-eval

Run evaluation on LLMs using human-eval benchmark

code1

learning

cuda-samples

Samples for CUDA Developers which demonstrates features in CUDA Toolkit

cuda_gemm

A simple high performance CUDA GEMM implementation.

cuda_hgemm

Several optimization methods of half-precision general matrix multiplication (HGEMM) using tensor core with WMMA API and MMA PTX instruction.

cuda_op_benchmark

方便扩展的Cuda算子理解和优化框架，仅用在学习使用

cutlass

CUDA Templates for Linear Algebra Subroutines

data_analysis

Python数据分析实战及资料

deepspeed

DeepSpeed is a deep learning optimization library that makes distributed training and inference easy, efficient, and effective.

deepspeed-mii

MII makes low-latency and high-throughput inference possible, powered by DeepSpeed.

emopy

A deep neural net toolkit for emotion analysis via Facial Expression Recognition (FER)

gitkills

googletest

Google C++ Testing Framework

gp_cnn

GP_CNN

gptq

Code for the ICLR 2023 paper "GPTQ: Accurate Post-training Quantization of Generative Pretrained Transformers".

gtest

gtest

how_to_optimize_in_gpu

This is a series of GPU optimization topics. Here we will introduce how to optimize the CUDA kernel in detail. I will introduce several basic kernel optimizations, including: elementwise, reduce, sgemv, sgemm, etc. The performance of these kernels is basically at or near the theoretical limit.

leveldb

LevelDB is a fast key-value storage library written at Google that provides an ordered mapping from string keys to string values.

lightseq

LightSeq: A High Performance Library for Sequence Processing and Generation

nn-cuda-example

Several simple examples for popular neural network toolkits calling custom CUDA operators.

open3gpp

Open Source 3GPP Protocol Stack

qwen

The official repo of Qwen (通义千问) chat & pretrained large language model proposed by Alibaba Cloud.

rep

server

The Triton Inference Server provides an optimized cloud and edge inferencing solution.