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ai-system

System for AI Education Resource.

autokernel

AutoKernel 是一个简单易用，低门槛的自动算子优化工具，提高深度学习算法部署效率。

campus_recruitmen_questions

2021年最新整理，5000道秋招/提前批/春招/常用面试题（含答案），包括leetcode，校招笔试题，面试题，算法题，语法题。

cuda-ppt

cuda-programming

Sample codes for my CUDA programming book

cuda-programming-guide-in-chinese

This is a Chinese translation of the CUDA programming guide

cuda-training-series

Training materials associated with NVIDIA's CUDA Training Series (www.olcf.ornl.gov/cuda-training-series/)

cudf

cuDF - GPU DataFrame Library

deep_learning_system

深度学习系统笔记，包含深度学习数学基础知识、神经网络基础部件详解、深度学习炼丹策略、模型压缩算法详解，以及如何实现深度学习推理框架实战。

deeplearning-500-questions

深度学习500问，以问答形式对常用的概率知识、线性代数、机器学习、深度学习、计算机视觉等热点问题进行阐述，以帮助自己及有需要的读者。 全书分为18个章节，50余万字。由于水平有限，书中不妥之处恳请广大读者批评指正。 未完待续............ 如有意合作，联系[email protected] 版权所有，违权必究 Tan 2018.06

deeplearningsystem

Deep Learning System core principles introduction.

deepspeed

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

ebook

classic books of computer science!

expert_readed_books

2021年最新总结，推荐工程师合适读本，计算机科学，软件技术，创业，**类，数学类，人物传记书籍

helloworld1

myfirst study github

how-to-optim-algorithm-in-cuda

how to optimize some algorithm in cuda.

icde2019-gpu-join

Implementation of the algorithm described in "Hardware-conscious Hash-Joins on GPUs" paper presented in ICDE 2019

interview_internal_reference

2021年最新总结，阿里，腾讯，百度，美团，头条等技术面试题目，以及答案，专家出题人分析汇总。

introduce_to_virtualization

500篇关于虚拟化的经典资料，含CPU虚拟化，磁盘虚拟化，内存虚拟化，io虚拟化。

libcudacxx

The C++ Standard Library for your entire system.

lightseq

LightSeq: A High Performance Inference Library for Sequence Processing and Generation

llama

Inference code for LLaMA models

llm-action

本项目旨在分享大模型相关技术原理以及实战经验。

meetups

ml-visuals

🎨 ML Visuals contains figures and templates which you can reuse and customize to improve your scientific writing.

pytorch-examples

Simple examples to introduce PyTorch

pytorch_tutorial

《Pytorch模型训练实用教程》中配套代码

spark-rapids

Spark RAPIDS plugin - accelerate Apache Spark with GPUs

tengine-convert-tools

Tengine Convert Tool supports converting multi framworks' models into tmfile that suitable for Tengine-Lite AI framework.

tensorrt-developer_guide_in_chinese