chengwenonline Goto Github PK

advisor

Open-source implementation of Google Vizier for hyper parameters tuning

ai-accelerators

CSV spreadsheets and other material for AI accelerator survey papers

ai_and_memory_wall

AI and Memory Wall blog post

aichip_paper_list

alpa

Training and serving large-scale neural networks

alphatensor

AlphaTensor用来发现算法，它是第一个可用于为矩阵乘法等基本任务发现新颖、高效且可证明正确的算法的人工智能系统。简单来说，使用 AlphaTensor 能够发现新算法。这项研究揭示了 50 年来在数学领域一个悬而未决的问题，即找到两个矩阵相乘最快方法。

awesome-tensor-compilers

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

basic_knowledge

Things to learn for new students in the Lab for AI chips and systems of BJTU .

best_ai_papers_2022

A curated list of the latest breakthroughs in AI (in 2022) by release date with a clear video explanation, link to a more in-depth article, and code.

ceph

Ceph is a distributed object, block, and file storage platform

chengwenonline.github.io

chipyard

An Agile RISC-V SoC Design Framework with in-order cores, out-of-order cores, accelerators, and more

circt

Circuit IR Compilers and Tools

clickhouse

ClickHouse® is a free analytics DBMS for big data

colossalai

Making large AI models cheaper, faster and more accessible

cosa

A scheduler for spatial DNN accelerators that generate high-performance schedules in one shot using mixed integer programming (MIP)

cs-notes

:books: 技术面试必备基础知识、Leetcode、计算机操作系统、计算机网络、系统设计

d2l-zh

《动手学深度学习》：面向中文读者、能运行、可讨论。中英文版被70多个国家的500多所大学用于教学。

deeplearningsystem

Deep Learning System core principles introduction.

deepspeed

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

defines

A framework for fast exploration of the depth-first scheduling space for DNN accelerators

dlrover

DLRover: An Automatic Distributed Deep Learning System

flexgen

Running large language models like OPT-175B/GPT-3 on a single GPU. Focusing on high-throughput large-batch generation.

free

0.0

free-programming-books

:books: Freely available programming books

grok-1

Grok open release

heir

Standard MLIR dialects for homomorphic encryption

hello-algo

《Hello 算法》：动画图解、一键运行的数据结构与算法教程，支持 Python, C++, Java, C#, Go, Swift, JS, TS, Dart, Rust, C, Zig 等语言。English edition ongoing

hyperopt

Distributed Asynchronous Hyperparameter Optimization in Python

icache

Source code for iCache-HPCA'23