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

Sampling profiler for Python programs

Machine Learning Engineering Open Book

The Art of Debugging

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

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

Making large AI models cheaper, faster and more accessible

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

Awesome resources for GPUs

Solve puzzles. Improve your pytorch.

Pyjion - A JIT for Python based upon CoreCLR

A high-performance, zero-overhead, extensible Python compiler with built-in NumPy support

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

An optimizing compiler for decision tree ensemble inference.

Reinforcement learning environments for compiler and program optimization tasks

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:/…

Tensors and Dynamic neural networks in Python with strong GPU acceleration

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

Compile Time Regular Expression in C++

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

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

Papers on Graph Analytics, Mining, and Learning

Fluid simulation engine for computer graphics applications

Study Group of Deep Learning Compiler

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.

⚓ 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.

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

compiler learning resources collect.