ftxj

modulus

Open-source deep-learning framework for building, training, and fine-tuning deep learning models using state-of-the-art Physics-ML methods

py-spy

Sampling profiler for Python programs

ml-engineering

Machine Learning Engineering Open Book

the-art-of-debugging

The Art of Debugging

materials_discovery

ppl.llm.kernel.cuda

vllm

A high-throughput and memory-efficient inference and serving engine for LLMs

Fuser

A Fusion Code Generator for NVIDIA GPUs (commonly known as "nvFuser")

ColossalAI

Making large AI models cheaper, faster and more accessible

FlexGen

Running large language models on a single GPU for throughput-oriented scenarios.

Awesome-GPU

Awesome resources for GPUs

Tensor-Puzzles

Solve puzzles. Improve your pytorch.

Pyjion

Pyjion - A JIT for Python based upon CoreCLR

codon

A high-performance, zero-overhead, extensible Python compiler using LLVM

ocolos-public

Ocolos is the first online code layout optimization system for unmodified applications written in unmanaged languages.

treebeard

An optimizing compiler for decision tree ensemble inference.

CompilerGym

Reinforcement learning environments for compiler and program optimization tasks

Hermes

A speculative mechanism to accelerate long-latency off-chip load requests by removing on-chip cache access latency from their critical path, as described by MICRO 2022 paper by Bera et al. (https://arxiv.org/pdf/2209.00188.pdf)

pytorch

Tensors and Dynamic neural networks in Python with strong GPU acceleration

ceras

Ceras is yet another tiny deep learning engine, in pure c++ and header only.

compile-time-regular-expressions

Compile Time Regular Expression in C++

Rust-CUDA

Ecosystem of libraries and tools for writing and executing fast GPU code fully in Rust.

CppCoreGuidelines

The C++ Core Guidelines are a set of tried-and-true guidelines, rules, and best practices about coding in C++

ReadingList

Papers on Graph Analytics, Mining, and Learning

fluid-engine-dev

Fluid simulation engine for computer graphics applications

DL_Compiler

Study Group of Deep Learning Compiler

AITemplate

AITemplate is a Python framework which renders neural network into high performance CUDA/HIP C++ code. Specialized for FP16 TensorCore (NVIDIA GPU) and MatrixCore (AMD GPU) inference.

Game-Programmer-Study-Notes

:anchor: 我的游戏程序员生涯的读书笔记合辑。你可以把它看作一个加强版的Blog。涉及图形学、实时渲染、编程实践、GPU编程、设计模式、软件工程等内容。Keep Reading , Keep Writing , Keep Coding.

awesome-tensor-compilers

A list of awesome compiler projects and papers for tensor computation and deep learning.

tvm_mlir_learn

compiler learning resources collect.