mirror of
https://github.com/MLSysBook/TinyTorch.git
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45a9cef548
- Removed 01_setup module (archived to archive/setup_module) - Renumbered all modules: tensor is now 01, activations is 02, etc. - Added tito setup command for environment setup and package installation - Added numeric shortcuts: tito 01, tito 02, etc. for quick module access - Fixed view command to find dev files correctly - Updated module dependencies and references - Improved user experience: immediate ML learning instead of boring setup
32 lines
800 B
YAML
32 lines
800 B
YAML
description: 'TinyMLPerf Olympics - the culmination of your TinyTorch journey! Build
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a comprehensive
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benchmarking suite using your profiler from Module 19, then compete on speed, memory,
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and efficiency. Benchmark the models you built throughout the course to see the
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impact
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of all your optimizations.
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'
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difficulty: advanced
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estimated_hours: 10-12
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exports:
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- tinytorch.benchmarking
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learning_objectives:
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- Build TinyMLPerf benchmark suite
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- Implement fair performance comparison
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- Create reproducible benchmarks
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- Understand MLPerf methodology
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name: Benchmarking
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number: 20
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prerequisites:
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- Module 15: Profiling
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- All optimization modules (16-19)
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skills_developed:
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- Benchmarking methodology
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- Performance reporting
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- Fair comparison techniques
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- Competition optimization
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type: project
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