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ai-science-training-series
TensorFlowFoam
Integrating the TensorFlow 1.15 C-API into OpenFOAM 5.0 for data-driven CFD algorithm developmentPythonFOAM
In-situ data analyses and machine learning with OpenFOAM and Pythonbalsam
High throughput workflows and automation for HPCdlio_benchmark
An I/O benchmark for deep Learning applicationsALCF_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.CompPerfWorkshop
ALCF Computational Performance WorkshopATPESC_MachineLearning
Lecture and hands-on material for Track 8- Machine Learning of Argonne Training Program on Extreme-Scale Computingmolan
Data analytics for molecular solids melting pointsactive-learning-md
Active learning workflow developed as a part of the upcoming article "Machine Learning Inter-Atomic Potentials Generation Driven by Active Learning: A Case Study for Amorphous and Liquid Hafnium dioxide"ALCFBeginnersGuide
llm-workshop
AI4ScienceTutorial
A tutorial for students that surveys basic ML techniques in ipython notebook format.THAPI
A tracing infrastructure for heterogeneous computing applications.user-guides
ALCF Systems User DocumentationGettingStarted
Collection of small examples for running on ALCF resourcesAIaccelerators-SC23-tutorial
AI Accelerators-SC23-tutorial RepositoryHPC-Patterns
Provide examples on how to use GPU with Parallel Programing Paradigm (MPI, OpenMP, SYCL)AIaccelerators-SC22-tutorial
AI Accelerator Tutorial SC22alcl
Argonne Leadership Computing Facility OpenCL tutorialalcf-nccl-tests
NCCL tests for ALCF machinesalcf4_benchmarks
Repository for ALCF-4 Benchmarks as defined in the RFP.ThetaGPU-Docs
Staging area for Theta-GPU documentationSimAI-Bench
ALCF benchmarks for coupled simulation and AI workflowssummer-school-2024
pbs_utils
scripts for working with PBSSyclCPLX
Sycl complex library header-onlyai-testbed-userdocs
AI-Testbed at ALCF provides an infrastructure for the next-generation of AI-accelerator machines.nexus
Scripts and tools for IRI applications at ALCFcheckpoint_restart
This repo is for providing instructions on how to do checkpoint/restart at large scale simulations on exasscale machinesdlSoftwareTests
Simple tests to verify ML/DL environments on ALCF HPC resources are working correctly.DL-Profiling-Examples
Example scripts and profiling demonstrations for deep learning modelsTHAPI-spack
This is a spack environment for THAPI.AIAccelerators-AE
AD/AE repo for the paper on AI Accelerator EvaluationIntroSYCLtutorial
dlio_ml_workloads
Reference workloads for DLIO BenchmarkCCS
CCS (C Configuration Space and Tuning Library) aims at providing interoperability between autotuning frameworks and applications with auto-tuning needs. It does so by providing a C interface to describe autotuning problems and autotuners.autoperf
Core autoperf sourcepolaris-userdocs
Temporary documentation for Polaris resourceLLM-Inference-Bench
LLM-Inference-Benchconda_install_scripts
Some install scripts for miniconda that include tensorflow and keras in the intel channel.mlprof
Profiling tools for performance studies of competing ML frameworks on HPC systemscontainer-registry
Contains images and recipes to run container images on Theta, ThetaGPU, Polaris and Sunspotdl_scaling
Scaling Deep learning on HPC systemsalcf-osu-benchmarks
OSU benchmarks on ALCF systemsscalable_conda_env
This is to show how to setup conda environment for large scale runsstorage
storage benchmarksinference-endpoints
This is a repository with examples to run inference endpoints on various ALCF clusterstc-ipu
Implementation of triangle counting for Graphcore IPUbalsam-serial-mode-profiling
Contains application tools and scripts for measuring balsam performance in serial mode.theta_conda_channel
Files for building anaconda cloud packages for Theta.docker_image_recipes
A repository for image recipe files useful for ALCF systems.babeltrace2-ruby
Babeltrace2 Ruby bindingsALCF-AI-Testbed
cast-to-yaml
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