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18335

18.335 - Introduction to Numerical Methods course

asd-kernel-fusion

awesome-system-for-machine-learning

A curated list of research in machine learning systems (MLSys). Paper notes are also provided.

comp-phys

Computational Physics

cplusplusthings

C++那些事

cs344

Introduction to Parallel Programming class code

csapp-labs

:computer: Computer Systems: A Programmer's Perspective, Lab Assignments Solutions

cuda-c-programming

cuda-matirx-multiplication

cuda_hgemm

Several optimization methods of half-precision general matrix multiplication (HGEMM) using tensor core with WMMA API and MMA PTX instruction.

cudateaching

CUDA based GPU Programming

cute-gemm

cute-gemm-optimization

cutlass

CUDA Templates for Linear Algebra Subroutines

deeplearningexamples

Deep Learning Examples

dive-into-dl-pytorch

本项目将《动手学深度学习》(Dive into Deep Learning)原书中的MXNet实现改为PyTorch实现。

ed_basics

Basics on Exact Diagonalization

espins

ether

Based on the classical lattice model (Heisenberg, XY, XYZ, etc.), code Ether has been developed to study the thermodynamics of ANY CRYSTAL SYSTEM by performing the basic Monte Carlo methods. Metropolis algorithm has been used to equate all the observables

exact_diagonalization

exactdiag

Pretty amateur and novice code for exact diagonalization of BoseHubbard hamiltonian

flash-attention

Fast and memory-efficient exact attention

flash-attention-v100

flash_attention_inference

Performance of the C++ interface of flash attention and flash attention v2 in large language model (LLM) inference scenarios.

hardware-effects

Demonstration of various hardware effects.

how-to-optim-algorithm-in-cuda

how to optimize some algorithm in cuda.

how-to-optimize-gemm

hpc-book-and-course

Mirror from https://bitbucket.org/VictorEijkhout/hpc-book-and-course/ by https://githgmirror.com/

hubbardmodel2d

An Exact Diagonalization Code for the 1D & 2D Hubbard Model

hvmc

a free Variational Monte Carlo code for the Hubbard model