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# ALCF: Simulation, Data, and Learning Workshop | ||
### October 4 - 6, 2022 | ||
### Agenda: https://www.alcf.anl.gov/events/2022-alcf-simulation-data-and-learning-workshop | ||
# ALCF Hands-on HPC Workshop | ||
### October 10 - 12, 2023 | ||
### Agenda: https://www.alcf.anl.gov/events/alcf-hands-hpc-workshop | ||
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The ALCF regularly hosts a simulation, data, and learning workshop to help users scale their applications. We are currently updating the content for the 2022 agenda. | ||
The ALCF is hosting an in-person Hands-on HPC Workshop on October 10-12, 2023, at the TCS Conference Center at Argonne National Laboratory. | ||
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The workshop will provide an opportunity for hands-on time on Polaris and AI Testbeds focusing on porting applications to heterogeneous architectures (CPU + GPU), improving code performance, and exploring AI/ML applications development on ALCF systems. | ||
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### The repo is divided by the workshop sessions: | ||
Day 1 | ||
* [Programming Models](programmingModels) | ||
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Day 2 | ||
* [Learning Frameworks](learningFrameworks) | ||
* [Distributed Deep Learning](distributedDeepLearning) | ||
* [Building Data Pipelines](dataPipelines) | ||
* [Hyperparameter Management](hyperparameterManagement) | ||
* [Profiling Deep Learning](profilingDeepLearning) | ||
* [Python, Jupyter Notebooks & Containers](python_notebook_containers) | ||
* [Learning Frameworks & Distributed Deep Learning](learningFrameworks) | ||
* [LLM on Polaris](llm) | ||
* [AI Testbeds](aiTestbeds) | ||
* [Integrating Al and Simulations](couplingSimulationML) | ||
* [Tools (NVIDIA, Intel, TAU & HPC-Toolkit](tools) | ||
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Day 3 | ||
* [Integrating Al and Simulations](couplingSimulationML) | ||
* [Visualization, I/O & File System] (visualization_io) | ||
* [File System & Sharing](fs_sharing) | ||
* [Workflows](workflows) | ||
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Plus bonus material that we will not cover during the workshop: | ||
* [Supplementary machine learning materials](extraMachineLearningMaterials) | ||
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Please clone the repo while on a Theta or Polaris login node: | ||
Please clone the repo while on Polaris login node: | ||
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``` | ||
git clone https://github.com/argonne-lcf/sdl_workshop.git | ||
git clone https://github.com/argonne-lcf/ALCF_Hands_on_HPC_Workshop.git | ||
``` |