DD2358 VT23 Introduction to High Performance Computing

DD2358 VT23 Introduction to High Performance Computing

Course modules

Introduction to Course and Logistics

Introduction to Course and Logistics
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  • Context Module Subheader
    Introduction to the Course and Logistics
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    Organization & Logistics Organization & Logistics
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    0.1 Lecture: Introduction to the Course 0.1 Lecture: Introduction to the Course
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  • Context Module Subheader
    Python Essentials
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    Installing Python Installing Python
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    Writing Python Code: White Space Formatting Writing Python Code: White Space Formatting
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    Python Modules Python Modules
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    The matplotlib Module The matplotlib Module
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    The numpy Module The numpy Module
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    Functions Functions
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    Strings Strings
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    Lists Lists
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    Tuples Tuples
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    Dictionaries Dictionaries
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    Control Flow Control Flow
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    Random Numbers Random Numbers
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    args and kwargs args and kwargs
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    Tutorial: Google's Colab for Python Code Tutorial: Google's Colab for Python Code
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Module I: Fundamentals of Computers Systems & Profiling Codes

Module I: Fundamentals of Computers Systems & Profiling Codes
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    1.0. Lecture: Introduction to the Module 1.0. Lecture: Introduction to the Module
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    1.1. Lecture: Fundamentals of Computer Systems - Computing Units 1.1. Lecture: Fundamentals of Computer Systems - Computing Units
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    1.2 Lecture: Fundamentals of Computer Systems - Memory Units 1.2 Lecture: Fundamentals of Computer Systems - Memory Units
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    1.3 Lecture: Fundamentals of Computer Systems - Communication Layers 1.3 Lecture: Fundamentals of Computer Systems - Communication Layers
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    1.4 Lecture: Profiling Codes 1.4 Lecture: Profiling Codes
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    1.5 Lecture: Timing & Julia Set Code 1.5 Lecture: Timing & Julia Set Code
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    1.6 Lecture: Profiling with the cProfile 1.6 Lecture: Profiling with the cProfile
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    1.7 Lecture: Using line_profiler for Line-by-Line Measurements 1.7 Lecture: Using line_profiler for Line-by-Line Measurements
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    1.8 Lecture: Using memory_profiler to Diagnose Memory Usage 1.8 Lecture: Using memory_profiler to Diagnose Memory Usage
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    1.9 Lecture: Introspecting an Existing Process with Py-Spy 1.9 Lecture: Introspecting an Existing Process with Py-Spy
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    1.10 Lecture: Bytecode: Under the Hood with dis 1.10 Lecture: Bytecode: Under the Hood with dis
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    A.1 Tutorial: The psutil Module A.1 Tutorial: The psutil Module
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    A.2 Tutorial: Versioning Control with Git A.2 Tutorial: Versioning Control with Git
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  • External URL
    A.3 Reading: How to Report Execution Times in HPC Reports A.3 Reading: How to Report Execution Times in HPC Reports
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  • Assignment
    Assignment I: Fundamentals of Computer Systems and Profiling Codes Assignment I: Fundamentals of Computer Systems and Profiling Codes
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  • Discussion topic
    Discussion: Fundamentals of Computer Systems & Profiling Codes Discussion: Fundamentals of Computer Systems & Profiling Codes
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Module II: Data Structures and Methods for HPC

Module II: Data Structures and Methods for HPC
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    2.0 Lecture: Introduction to Module II 2.0 Lecture: Introduction to Module II
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    2.1 Lecture: Lists & Tuples 2.1 Lecture: Lists & Tuples
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    2.2 Lecture: Lists as Dynamic Arrays 2.2 Lecture: Lists as Dynamic Arrays
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    2.3 Lecture: Tuples as Static Arrays 2.3 Lecture: Tuples as Static Arrays
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    2.4 Lecture: Vector & Matrices – Limitations of Python Lists 2.4 Lecture: Vector & Matrices – Limitations of Python Lists
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    2.5 Lecture: The perf Tool and Low-Level Profiling 2.5 Lecture: The perf Tool and Low-Level Profiling
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    2.6 Lecture: Using Numpy for Vectorization and Addressing the Memory Fragmentation Problem 2.6 Lecture: Using Numpy for Vectorization and Addressing the Memory Fragmentation Problem
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    2.7 Lecture: The Performance Benefits of In-Place Operations 2.7 Lecture: The Performance Benefits of In-Place Operations
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    2.8 Lecture: numexpr: Optimize NumPy Vector Expressions 2.8 Lecture: numexpr: Optimize NumPy Vector Expressions
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    2.9 Lecture: Introduction to HPC Linear Algebra Libraries & BLAS 2.9 Lecture: Introduction to HPC Linear Algebra Libraries & BLAS
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    Extra Lecture: HPC benchmarks Extra Lecture: HPC benchmarks
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    B.1 Tutorial: Writing Unit Tests with Pytest / Unit Test & Continuous Integration B.1 Tutorial: Writing Unit Tests with Pytest / Unit Test & Continuous Integration
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    B.2 Tutorial: Debugging in Python with pdb B.2 Tutorial: Debugging in Python with pdb
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    B.3 Tutorial: Logging B.3 Tutorial: Logging
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    B.4 Tutorial: Commenting and Documenting a Python Code B.4 Tutorial: Commenting and Documenting a Python Code
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    B.5 Tutorial: Linting your Python Code & PEP B.5 Tutorial: Linting your Python Code & PEP
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    B.6 Tutorial: Automatic Formatting with Black B.6 Tutorial: Automatic Formatting with Black
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    B.7 Tutorial: Pre-commit Hooks B.7 Tutorial: Pre-commit Hooks
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  • Discussion topic
    Discussion: Data Structures & Methods for HPC Discussion: Data Structures & Methods for HPC
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  • Assignment
    Assignment II: Data Structures and Methods for HPC Assignment II: Data Structures and Methods for HPC
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Module III: Using Compilation Techniques and GPUs for Performance Optimization

Module III: Using Compilation Techniques and GPUs for Performance Optimization
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Module III: Using Compilation Techniques and GPUs for Performance Optimization 90666    
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    3.0 Lecture: Introduction to Module III 3.0 Lecture: Introduction to Module III
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    3.1 Lecture: Optimizing Using Compilers 3.1 Lecture: Optimizing Using Compilers
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    3.2 Lecture: Introduction to Cython 3.2 Lecture: Introduction to Cython
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    3.3 Lecture: Cython Annotations to Analyze a Block of Code 3.3 Lecture: Cython Annotations to Analyze a Block of Code
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    3.4 Lecture: Cython - Adding Type Annotations 3.4 Lecture: Cython - Adding Type Annotations
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  • Page
    3.5 Lecture: Cython and NumPy 3.5 Lecture: Cython and NumPy
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    3.6 Lecture: Numba: a JIT Python Compiler 3.6 Lecture: Numba: a JIT Python Compiler
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    3.7 Lecture: Foreign Function Interfaces & Ctypes 3.7 Lecture: Foreign Function Interfaces & Ctypes
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  • Page
    C.1 Tutorial - Introduction to the Fortran Language C.1 Tutorial - Introduction to the Fortran Language
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    C.2 Tutorial: Advanced Tutorial on ctypes, ccfi and pybind (C and Fortran Use) C.2 Tutorial: Advanced Tutorial on ctypes, ccfi and pybind (C and Fortran Use)
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    3.8 Lecture: Graphics Processing Units (GPUs) 3.8 Lecture: Graphics Processing Units (GPUs)
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  • Page
    3.9 Lecture: Programming the Diffusion Problem on GPU with PyTorch 3.9 Lecture: Programming the Diffusion Problem on GPU with PyTorch
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    3.9.1 Tutorial: Use Google Colab GPUs for PyTorch+GPU 3.9.1 Tutorial: Use Google Colab GPUs for PyTorch+GPU
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  • Page
    C.3 Tutorial - Introduction to CuPy C.3 Tutorial - Introduction to CuPy
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    C.4 Tutorial - The HDF5 Library/Module C.4 Tutorial - The HDF5 Library/Module
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    C.5 Tutorial - Spack for building HPC software C.5 Tutorial - Spack for building HPC software
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    C.6 Tutorial - VTK & Visualization with Paraview C.6 Tutorial - VTK & Visualization with Paraview
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  • Assignment
    Assignment III: Using Compilation Techniques and GPUs for Optimization Assignment III: Using Compilation Techniques and GPUs for Optimization
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  • Discussion topic
    Discussion: Compilation Techniques and GPUs for Optimization Discussion: Compilation Techniques and GPUs for Optimization
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Final Project

Final Project
Module completed Module in progress Module locked
Final Project 90668    
  • Assignment
    Final Project: Developing and Optimizing an HPC Ray Tracing Engine Final Project: Developing and Optimizing an HPC Ray Tracing Engine
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  • Discussion topic
    Discussion: Final Project Discussion: Final Project
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minimum score must view must submit must contribute
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