zhenghh04

test_dali

Cirron

Cirron measures performance counters (instructions executed, etc.) and traces system calls a piece of Python or Ruby code executes.

dlio_benchmark

An I/O benchmark for deep Learning applications

vol-cache

HDF5 Cache VOL connector for caching data on fast storage layers and moving data asynchronously to the parallel file system to hide I/O overhead.

ai-science-training-series

hdf5

Official HDF5® Library Repository

dlio_benchmark

This is repository for a I/O benchmark which represents Scientific Deep Learning Workloads.

HPCInfo

Information about many aspects of high-performance computing. Wiki content moved to ~/docs.

data-engineer-roadmap

Roadmap to becoming a data engineer in 2021

ML-From-Scratch

Machine Learning From Scratch. Bare bones NumPy implementations of machine learning models and algorithms with a focus on accessibility. Aims to cover everything from linear regression to deep learning.

pdfs

Technically-oriented PDF Collection (Papers, Specs, Decks, Manuals, etc)

ALCF_Hands_on_HPC_Workshop

The ALCF hosts a regular simulation, data, and learning workshop to help users scale their applications. This repository contains the examples used in the workshop.

zhenghh04.github.io

GNNPapers

Must-read papers on graph neural networks (GNN)

scalene

Scalene: a high-performance, high-precision CPU, GPU, and memory profiler for Python with AI-powered optimization proposals

tomo_TV

C++ library for 2D and 3D Tomography Reconstructions.

io_benchmarks

This is a set of tools for io benchmarks

awesome-deep-learning-papers

The most cited deep learning papers

ALCF_SDLWorkshop_2019

This folder contains the example files I used for ALCF Simulation, Data, and Learning Workshop

Awesome-pytorch-list

A comprehensive list of pytorch related content on github,such as different models,implementations,helper libraries,tutorials etc.

QCWorkshop

Tutorials for ALCF Quantum Computing Workshop