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deepspeed

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

dl-profiling-examples

Example scripts and profiling demonstrations for deep learning models

dl_scaling

Scaling Deep learning on HPC systems

dlio_benchmark

An I/O benchmark for deep Learning applications

dlsoftwaretests

Simple tests to verify ML/DL environments on ALCF HPC resources are working correctly.

docker_image_recipes

A repository for image recipe files useful for ALCF systems.

ffi-value

Allows passing and getting back Ruby VALUE directly to and from native code

gettingstarted

Collection of small examples for running on ALCF resources

gp-tutorials

GPyTorch and other Gaussian Process tutorials on HPC resources

hpc-patterns

Provide examples on how to use GPU with Parallel Programing Paradigm (MPI, OpenMP, SYCL)

intro-to-gitlab-ci-training-series

An introduction and guide to GitLab continuous integration at the ALCF

jupyter-mpi

Walkthrough for running C++ MPI-based jobs using Jupyter Notebooks

libceed

CEED Library: Code for Efficient Extensible Discretizations

libparanumal

Accelerated finite element flow solvers

llm-eval-aiaccelerators

Repo for work on LLM Evaluation across AI accelerators

megatron-deepspeed

Ongoing research training transformer language models at scale, including: BERT & GPT-2

megatron-lm

Ongoing research training transformer models at scale

mela

mg4gpu-sycl

SYCL code generation plugin for MadGraph5_aMC@NLO

mlprof

Profiling tools for performance studies of competing ML frameworks on HPC systems

molan

Data analytics for molecular solids melting points

mpi4jax

Zero-copy MPI communication of JAX arrays, for turbo-charged HPC applications in Python :zap:

nekbench

nekrs

our next generation code

nekrs-ml

This fork contains efforts to combine Ai/ML with NekRS let by Argonne National Lab and other collaborators

occa

JIT Compilation for Multiple Architectures: C++, OpenMP, CUDA, HIP, OpenCL, Metal

openpbs

An HPC workload manager and job scheduler for desktops, clusters, and clouds.

pbs_utils

scripts for working with PBS

pino

polaris-userdocs

Temporary documentation for Polaris resource