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Setup |
Download files required for the lesson |
09:00 |
1. Introduction to HPC in MATLAB
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What is High-Performance Computing (HPC)?
What are the different options for HPC in MATLAB?
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09:30 |
2. Running MATLAB on Sunbird
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How do I run MATLAB scripts from the command line?
How do I run MATLAB from Sunbird?
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10:10 |
3. Vectorization
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What is vectorization in MATLAB?
What are the advantages and disadvantages of vectorization?
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10:40 |
4. Coffee break
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Break
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11:00 |
5. MATLAB Parallel Computing Toolbox
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What is Parallel Computing Toolbox in MATLAB?
What is MATLAB Parallel Server?
How to use MATLAB Parallel Server?
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11:50 |
6. parfor
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How to parallelise for-loops in MATLAB?
What is parfor-loop and how to use it?
What is a parallel pool in MATLAB?
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12:40 |
7. Lunch break
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Break
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13:40 |
8. spmd
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What is the spmd construct in MATLAB PCT?
What are distributed and composite arrays?
How to distribute data among workers?
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15:10 |
9. Coffee break
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Break
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15:30 |
10. Profiling to improve performance
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How to improve the performance of MATLAB code?
What is profiling?
How to profile our MATLAB code?
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16:10 |
11. mpiprofile
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How to improve the performance of MATLAB code?
What is profiling?
How to profile your code in MATLAB?
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16:50 |
12. Summary
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Which techniques should I use for which types of problem?
What should I do next?
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17:00 |
Finish |
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The actual schedule may vary slightly depending on the topics and exercises chosen by the instructor.