Schedule
This schedule should be considered tentative and subject to change, at least until it actually takes place!
| Week | Day | Date | Readings and Slides | HW |
|---|---|---|---|---|
| 1 | Tue, | Jan 20 | Introduction and Performance Basics | |
| Thu, | Jan 22 | Single Processor Architecture and Optimization Basics | ||
| 2 | Tue, | Jan 27 | Performance Optimization | |
| Thu, | Jan 29 | Performance Modeling and Roofline Model |
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| 3 | Tue, | Feb 03 | Sources of Parallelism and Locality (Part 1) | |
| Thu, | Feb 05 | Sources of Parallelism and Locality (Part 2) | ||
| 4 | Tue, | Feb 10 | Shared Memory Programming (Part 1) | |
| Thu, | Feb 12 | Shared Memory Programming (Part 2) |
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| 5 | Tue, | Feb 17 | February Break | |
| Thu, | Feb 19 | Load Balancing and Work Stealing | ||
| 6 | Tue, | Feb 24 | Distributed Memory Programming (Part 1) | |
| Thu, | Feb 26 | Distributed Memory Programming (Part 2) |
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| 7 | Tue, | Mar 03 | Dense Linear Algebra | |
| Thu, | Mar 05 | Sparse Linear Algebra | ||
| 8 | Tue, | Mar 10 | Cerebras (Part 1) by Dr. Luk Burchard | |
| Thu, | Mar 12 | Cerebras (Part 2) by Dr. Luk Burchard |
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| 9 | Tue, | Mar 17 | Clustering using Sparse Linear Algebra | |
| Thu, | Mar 19 | High-Performance Computational Biology | ||
| 10 | Tue, | Mar 24 | GPU and GPU Programming (Part 1) | |
| 10 | Tue, | Mar 24 | GPU and GPU Programming (Part 2) |
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| 12 | Tue, | Apr 07 | Parallel Graph Algorithms | |
| Thu, | Apr 09 | Guest Lecture by Professor Helen Xu (Georgia Tech) | ||
| 13 | Tue, | Apr 14 | Partitioned Global Address Space and NVSHMEM (Part 1) | |
| Thu, | Apr 16 | Partitioned Global Address Space and NVSHMEM (Part 2) |
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| 14 | Tue, | Apr 21 | Mixed-Precision Computation | |
| Thu, | Apr 23 | Machine Learning (Part 1) | ||
| 15 | Tue, | Apr 28 | Machine Learning (Part 2) | |
| Thu, | Apr 30 | Project Poster Session |
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| 16 | Tue, | May 05 | Project Poster Session |