COM4521 Parallel Computing with Graphical Processing Units

COM4521 Parallel Computing with Graphical Processing Units

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Computing architectures are rapidly changing towards scalable parallel computing devices with many cores. Performance is gained by new designs which favour a high number of parallel compute cores at the expense of imposing significant software challenges. This module looks at parallel computing from multi-core CPUs to GPU accelerators with many TFlops of theoretical performance. The module will give insight into how to write high performance code with specific emphasis on GPU programming with NVIDIA CUDA GPUs. A key aspect of the module will be understanding what the implications of program code are on the underlying hardware so that it can be optimised. Students should be aware that there are limited places available on this course.

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08:22

Lecture 17 - Part 04 - Multi GPU Programming

Lecture 17 - Part 04 - Multi GPU Programming

From Paul Richmond on April 23rd, 2021

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Lecture 17 - Part 04 - Multi GPU Programming
09:19

Lecture 17 - Part 03 - Synchronisation

Lecture 17 - Part 03 - Synchronisation

From Paul Richmond on April 23rd, 2021

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Lecture 17 - Part 03 - Synchronisation
15:32

Lecture 17 - Part 02 - CUDA Streams

Lecture 17 - Part 02 - CUDA Streams

From Paul Richmond on April 23rd, 2021

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Lecture 17 - Part 02 - CUDA Streams
10:35

Lecture 17 - Part 01 - Synchronous and…

Lecture 17 - Part 01 - Synchronous and Asynchronous Execution

From Paul Richmond on April 23rd, 2021

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Lecture 17 - Part 01 - Synchronous and Asynchronous Execution
07:11

Lecture 16 - Part 03 - Applications of Sort

Lecture 16 - Part 03 - Applications of Sort

From Paul Richmond on April 23rd, 2021

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Lecture 16 - Part 03 - Applications of Sort
14:37

Lecture 16 - Part 02 - Libraries

Lecture 16 - Part 02 - Libraries

From Paul Richmond on April 23rd, 2021

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Lecture 16 - Part 02 - Libraries
20:56

Lecture 16 - Part 01 - Sorting

Lecture 16 - Part 01 - Sorting

From Paul Richmond on April 23rd, 2021

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Lecture 16 - Part 01 - Sorting
41:30

Lecture 14 & 15 Profiling

Lecture 14 & 15 Profiling

From Paul Richmond on April 15th, 2021

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Profiling
17:27

Lecture 13 - Part 03 - Scan

Lecture 13 - Part 03 - Scan

From Paul Richmond on March 8th, 2021

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Scan
25:04

Lecture 13 - Part 02 - Reduction

Lecture 13 - Part 02 - Reduction

From Paul Richmond on March 8th, 2021

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Reduction
05:42

Lecture 13 - Part 01 - Parallel Patterns Overview

Lecture 13 - Part 01 - Parallel Patterns Overview

From Paul Richmond on March 8th, 2021

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Parallel Patterns Overview
18:00

Lecture 12 - Part 03 - Atomics and Warp Operations

Lecture 12 - Part 03 - Atomics and Warp Operations

From Paul Richmond on March 8th, 2021

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Atomics and Warp Operations
12:43

Lecture 12 - Part 02 - Advanced Divergence

Lecture 12 - Part 02 - Advanced Divergence

From Paul Richmond on March 8th, 2021

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Advanced Divergence
14:16

Lecture 12 - Part 01 - Scheduling and Divergence

Lecture 12 - Part 01 - Scheduling and Divergence

From Paul Richmond on March 8th, 2021

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Scheduling and Divergence
14:16

Lecture 11 - Part 03 - Occupancy

Lecture 11 - Part 03 - Occupancy

From Paul Richmond on February 22nd, 2021

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Lecture 11 - Part 03 - Occupancy

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