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HPC Training Docs

Documentations Weekly Highlights Expanse Notebooks SDSC interactive Video

0 Preparation
1.1 Welcome And Orientation
1.2 Accounts Login Environment Expanse Portal
2.1 Welcome And Introductions
2.2 Parallel Computing Concepts
2.3 Running Batch Jobs SDSC Systems
2.4 Data Management And File Systems
2.5 Gpu Computing Hardware Architecture And Software Infrastructure
3.1 Quick Welcome
3.2 Introduction To Singularity
3.3 Conda Environments And Jupyter Notebook On Expanse
3.4 Machine Learning Overview
3.5 R On HPC Demo
3.6 Spark
4.1 Quick Welcome
4.2 Introduction To Nn And Cnn
4.3 Practical Guidelines For Training Deep Learning On HPC
4.4 Deep Learning Layers And Architectures
4.5 Deep Learning Transfer Learning
4.6 Deep Learning Special Connections
CIML Summer Institute 2023

3.1 Quick Welcome

Source repo: ciml-summer-institute-2023 | Branch: main | Last synced: 2026-04-24 10:27:17.425 UTC

2023 CIML Summer Institute

2.5 Gpu Computing Hardware Architecture And Software Infrastructure

3.2 Introduction To Singularity