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shifter
Shifter - Linux Containers for HPCtimemory
Modular C++ Toolkit for Performance Analysis and Logging. Profiling API and Tools for C, C++, CUDA, Fortran, and Python. The C++ template API is essentially a framework to creating tools: it is designed to provide a unifying interface for recording various performance measurements alongside data logging and interfaces to other tools.jupyterlab-slurm
slurm-magic
IPython magic for SLURM.slurm-ray-cluster
dl4sci-tf-tutorials
Official TensorFlow 2.0 tutorial notebooks for the Deep Learning for Science School at LBNLsc22-dl-tutorial
Material for the SC22 Deep Learning at Scale Tutorialsc23-dl-tutorial
SC23 Deep Learning at Scale Tutorial Materialpodman-hpc
pytorch-examples
PyTorch examples for NERSC systemsShifter-Tutorial
Collection of tutorials for using Shifter to bring containers to HPCsc21-dl-tutorial
Material for the SC21 Deep Learning at Scale Tutorialsshspawner
Spawn JupyterHub single-user servers with sshdata-seminars
pytokio
[READ ONLY] Refer to gitlab repo for updated version - Total Knowledge of I/O Reference Implementation. Please see wiki for contribution guidelines.sc20-dl-tutorial
CosmoFlow
timemory-tutorials
Tutorials for Timemoryitt-python
Includes Python bindings to instrumentation and tracing technology (ITT) APIs for VTunesc19-dl-tutorial
Hands-on material for the SC19 tutorial, Deep Learning at Scalejupyterlab-recents
A JupyterLab extension that tracks recent files and directories.openmp-series-2024
OpenMP Training Series, May to October 2024jupyterlab-favorites
Add the ability to save favorite folders to JupyterLab for quicker browsingintro-HPC-bootcamp-2023
nersc-dl-multigpu
single-GPU to multi-GPU training of PyTorch apps at NERSCjupyterhub-deploy
Docker Deployment of NERSC Jupyterhub (including auth and spawner modules)crash-course-supercomputing
sc18-dl-tutorial
Keras tutorial code for the SC18 tutorial on Deep Learning at Scalesfapi_client
Python client for SF API2016-11-14-sc16-Container-Tutorial
Tutorial contents for SC16 on November 14, 2016dl4sci-scaling-tutorial
Deep Learning Scaling tutorial material for the Deep Learning for Science School at Berkeley Labspack-infrastructure
cori-tf-distributed-examples
Scripts/Benchmarks for Running Tensorflow Distributed on Corinersc-dl-wandb
Guidelines on using Weights and Biases logging for deep learning applications on NERSC machinesbuildtest-nersc
ml-pm-training-2022
ML Perlmutter User Traininghpcpp
train
resources for user training exercisesDL-Parallel-IO
Scalable Data Pipeline and Parallel IO in Deep Learning Frameworkobject-store
Evaluating object stores with HPC science applicationsc2d
c2d utility to take Conda environments and Jupyter notebooks from Cori to a local Docker image.sshproxy
NERSC SSH Proxy Servicegsiauthenticator
gpu-for-science-day-july-2019
Hacking Competition Code for NERSC's GPU for Science Day, July 2019nccl-ofi-plugin
Repository for building the NCCL OFI plugin from AWS and NVIDIAisc19-dl-tutorial
CompactCori
Setup and simulation scripts for CompactCorihep_cnn_benchmark
TensorFlow Benchmark for the HEP Deep Learning CNN Modeldata-day-2022
Demo code for the NERSC Data Day 2022 training event.instrumentation-benchmark
Performance analysis tests for performance analysis toolsecp-container-tutorial
Material for the ECP Tutorial on Containersjupyterlab-cpustatus
Show CPU usage in JupyterLab statusbarbase-images
Base Docker Imagesspin-docker-compose-example
clonenotebooks
An extension to NBViewer for cloning notebooks to a local directorylustre-design-analysis
Data and analysis demonstrating how to quantitatively design a Lustre file systemnew-user-training-notebooks
Some notebook demos from the new user trainingnersc-ml-images
Contains Dockefiles for NERSC ML imagessshapiauthenticator
Custom Jupyter Authenticator that works against NERSC's SSH Auth API servicetf-perf-kernels
This repository contains scripts calling kernels for TensorFlow along with profiling scripts for Cori-GPU.heterogeneous-IO
Understanding the IO Performance on KNL and Haswellsmwflow
Tools for applying gitflow to Cray systems managementspin-recipes
Repository of Spin Recipeschos
CHOS: The CHroot OS that lets users choose their OS.slurm-helpers
handy bash and python snippets for interacting with Slurm at NERSCjupyterhub-entrypoint
JupyterHub Entrypoint Service. Registry that maintains custom entrypoint settings through a REST API.cmake-helpers
Tips and utilities for using Cmake in a projectPerlmutter_Training_Jan2022
Training material for Perlmutter User Training 2022mlperf-prof
Common set of utilities for MLPerf-HPC profilingcustoms
Inspect and report Python packages of interestexample-jupyter-notebooks
General example notebooks for Jupyter at NERSCMigrate-to-Perlmutter
nersc-tensorboard-helper
Scripts to help run tensorboard at NERSCBB-unit-tests
A suite of unit tests for the Burst Buffergiveandtake
Give and Take Command at NERSCQENESAP
nersc-nvidia-ai4sci
NERSC / NVIDIA AI for Science Bootcamppam_mfa
PAM module to enable opt-in MFAHadoop-on-Demand
Scripts for running Hadoop on demand on NERSC systems.sc22-canopie-hpc-benchmarks
variable-time-job
cug19-da-tutorial
This repo hosts the Data Analytics Tutorial for CUG 2019dayabay-learn
Learning to Extract Features from the Daya Bay Reactor Neutrino ExperimentSMWG-reference-arch
A reference architecture for monitoring of Cray supercomputersswin_v2_weather
This repository contains the SwinV2_Weather model, developed for the "Analyzing and Exploring Training Recipes for Large-Scale Transformer-Based Weather Prediction" paper. The repo includes training scripts, pre-processing utilities, and model configuration files.nersc-refresh-announcements
JupyterLab Extension that fetches and displays announcements to the user from an external API.qpredict
Predicting queue wait times for batch jobs on NERSC systemsnersc-latex-presentation
NERSC-themed LaTeX beamer presentation templatejupyterlab_resuse
Proof of concept for NERSCtokio-abcutils
Tools and methods to analyze TOKIO-ABC resultsshifter-tools
A collection of scripts for Shifter @ NERSCnersc-tf-tests
cray-bdc-deeplearning
Repository of examples for the NERSC-CRAY Big Data Center collaborationinference_benchmarks
community-software
dayabay-data-conversion
Converting Daya Bay ROOT file data to HDF5ipypathchooser
An ipywidget for choosing a path (file or directory) interactivelyFLAC-HDF5-plugin
A third party FLAC filter for HDF5rstudio-deploy
NERSC's R Studio docker deploymentecp19-dl-tutorial
Material for the Deep Learning tutorial at the 2019 ECP All-Hands MeetingLove Open Source and this site? Check out how you can help us