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autodiff

Reverse mode automatic differentiation.

avx_e.g

avx_mathfun

AVX-optimized sin(), cos(), exp() and log() functions

baidu-allreduce

bigmpi

Implementation of MPI that supports large counts

blocksparse

Efficient GPU kernels for block-sparse matrix multiplication and convolution

c-language-parser

A complete Parser for C-Language using Yacc.

caffe

Caffe: a fast open framework for deep learning.

caffe-mpi.github.io

caffe2

Caffe2 is a cross-platform framework made with expression, speed, and modularity in mind.

catamount

Catamount is a compute graph analysis tool to load, construct, and modify deep learning models and to symbolically analyze their compute requirements

ccompiler

c语言编译器，用 lex 和 yacc 工具完成词法分析与语法分析并生成语法树，C++实现了语 法树的解析并生成中间代码，生成中间代码的过程中实现了错误检测。C++实 现了中间代码的优化操作。之后利用 python 对中间代码进行处理并生成 mips 汇编码并且可以成功在 PCSpim（mips 模拟器）上运行。

chainer

A flexible framework of neural networks for deep learning

cnmem

A simple memory manager for CUDA designed to help Deep Learning frameworks manage memory

cntk

Microsoft Cognitive Toolkit (CNTK), an open source deep-learning toolkit

cpufp

A CPU tool for benchmarking the peak of floating points

cuda-half2

Convert CUDA programs from float data type to half or half2 with SIMDization

cugemmprof

A simple tool to profile performance of multiple combinations of GEMM of cuBLAS

data-structure

c++ 顺序表、链表、静态链表、队列、一元多项式、汉诺塔、火车调度问题、操作系统调度问题、背包问题、最大连续子列和问题、KMP算法、稀疏矩阵、广义表、并查集、无向图邻接表、有向图邻接表、Krusskal算法、Prim算法、最短路径Dijsktra算法、最短路径Bellman-Ford算法、最短路径Floyd算法、拓扑排序、关键路径、优化的冒泡排序、快速排序、直接插入排序、折半插入排序、闭散列实现、开散列实现

deepcore

An lightweight high performance computing library specifically for CNN batch-training based on CUDA. Not dependent to any third party librarys. This project is still under developing...

deepcore_source_code

Subpart source code of of deepcore v0.7

deepfloat

An exploration of log domain "alternative floating point" for hardware ML/AI accelerators.

exllamav2

A fast inference library for running LLMs locally on modern consumer-class GPUs

falcon

Library for fast image convolution in neural networks on Intel Architecture

fastertransformer

Transformer related optimization, including BERT, GPT

flashlight

A C++ standalone library for machine learning

flexible-gemm

flexible-gemm conv of deepcore

fmath

fast log and exp functions for x86/x64 SSE

folly

An open-source C++ library developed and used at Facebook.

fp6_llm

An efficient GPU support for LLM inference with 6-bit quantization (FP6).