Lianmin Zheng

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

tvm-mali. Optimizing Mobile Deep Learning on ARM GPU with TVM

goGFS. A simple implementation of the Google File System in golang

compiler2017. A compiler for the course Compiler 2017 at ACM Class, SJTU.

NALU. Implementation of Neural Arithmetic Logic Units (https://arxiv.org/pdf/1808.00508.pdf)

Awesome-Efficient-LLM. A curated list for Efficient Large Language Models

tvm. End to end Tensor IR/DSL stack for deploying deep learning workloads to hardwares

Awesome-LLM-System-Papers.

Wolf-Killer. Werewolf, a board game

WSC-and-FVM. A C-minus compiler runs on the CASIO FX-9860 graphing calculator

WordKiller. An effective tool to help you to review new words.

chain-of-thought-hub. Benchmarking large language models' complex reasoning ability with chain-of-thought prompting

Halide. a language for fast, portable data-parallel computation

instruct-eval. This repository contains code to quantitatively evaluate instruction-tuned models such as Alpaca and Flan-T5 on held-out tasks.

dtr-prototype. Dynamic Tensor Rematerialization prototype (modified PyTorch) and simulator. Paper: https://arxiv.org/abs/2006.09616

Virgo. C++

HalideIR. Symbolic Expression and Statement Module for new DSLs

dl-system-test. testcase for PPCA 2017 deep learning system

FlexFlow. A distributed deep learning framework that supports flexible parallelization strategies.

dmlc-core. A common bricks library for building scalable and portable distributed machine learning.

tensorflow. An Open Source Machine Learning Framework for Everyone

pytorch. Tensors and Dynamic neural networks in Python with strong GPU acceleration

ao. PyTorch native quantization and sparsity for training and inference