DCode

Tutorial

Tutorial 1
Dr. Prachya Boonkwan

  • Title: A Beginner's Tutorial on Thai NLP from Scratch with LST20 Corpus
  • Speaker: Dr. Prachya Boonkwan, NECTEC
  • Date: June 30,2021
  • บรรยายไทย

Tutorial 2
Asst.Prof.Dr. Worawan Diaz Carballo

  • Title: High Performance Computing Workshop for the Impatients
  • Target audience: Computer Science/Engineering Students or related fields.
  • Instructor: Assistant Professor Worawan Diaz Carballo, PhD
  • Staffs: APAC HPC-AI 2021 TULP Team (6 students)
  • Prerequisite: Each participant should have a computer with linux shell, WSL2 (Windows Powershell), MacOS default shell. Administrator access may be needed to install some software.
  • Warmup session: Some pretests and off-line video tutorials must be reviewed prior to the workshop day. The warmup sessions include three parts i.e., (1) some essential software tools (VPN, sftp, ssh, vscode), (2) basic shell commands and (3) a very brief introduction to MPI Programming.
  • Date: June 30,2021
  • จำกัด 30 ท่านแรก
  • บรรยายไทย

Tutorial 2: Workshop Agenda

Time Session Content
9.00 – 9.45 Session 1: Getting Started
  • Getting an Account
  • Logging into an HPC System
  • Baseline Cofiguration
  • Introduction to Modules
  • 9.45 – 10.00 Mini break
    10.00 – 10.45 Session 2: From Applications in Computer Systems to HPC clusters
  • Compilation, Linking and Loading
  • Kernel Space and User Space
  • Software Dependency
  • Cross OS distribution
  • Designing your software stack
  • 10:45 – 11.00 Session Break
    11.00 – 12.00 Session 3: HPC Containers with Singularity
  • Preliminaries – Singularity in a nutshell
  • Singularity setups Using Singularity Containers
  • Creating Software Stack in Singularity Containers
  • 12.00 – 13.00 Lunch Break
    13.00 – 13.45 Session 4: Slurm Job Submission
  • How Job Scheduler Managed Applications in HPC Clusters
  • Submitting OSU Benchmarks Performance and Scalability
  • 13.45 – 14.00 Session Break
    14.00 – 14.45 Session 5: Submit jobs to DGX Clusters
  • Creating GPU-Optimized Software Stack
  • Horovod with TensorFlow
  • Running an AI model on DGX Clusters
  • 14.45 – 15.00 Session Break
    15.00 – 15.45 Session 6: Remote Direct Memory Access (RDMA)
  • Buiding Application with OpenUCX
  • Submitting OSU Benchmakrs using RDMA
  • Performance and Scalability Evaluation
  • 15.45 – 16.00 Session Break
    16.00 – 16.30 Workshop wrapped Up
  • Workshop Reflection
  • Q&A
  • Workshop Evaluation
  • Tutorial 3
    Dr.Thittaporn Ganokratanaa

    • Title: Deep learning for computer vision applications
    • Speaker: Dr.Thittaporn Ganokratanaa
    • From: Applied Computer Science Program, Dept. of Mathematics, Faculty of Science King Mongkut’s University of Technology Thonburi
    • Date: June 30,2021
    • บรรยายไทย

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