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Refactor Module 19 to TorchPerf Olympics framework

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- Updated module title to TorchPerf Olympics Preparation
- Added OlympicEvent enum with 5 competition categories
- Removed meta-analysis sections (532 lines)
- Added section 4.5 on combination strategies and ablation studies
- Updated documentation to explain Olympic events and optimization order
- Module teaches benchmarking principles while preparing students for capstone
This commit is contained in:
Vijay Janapa Reddi
2025-11-06 21:53:36 -05:00
parent 3dfaca0f19
commit 803ac39b07
3 changed files with 214 additions and 576 deletions
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tinytorch/_modidx.py generated
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@@ -21,7 +21,51 @@ d = { 'settings': { 'branch': 'main',
'doc_host': 'https://tinytorch.github.io',
'git_url': 'https://github.com/tinytorch/TinyTorch/',
'lib_path': 'tinytorch'},
'syms': { 'tinytorch.core.activations': { 'tinytorch.core.activations.GELU': ( '02_activations/activations_dev.html#gelu',
'syms': { 'tinytorch.benchmarking.benchmark': { 'tinytorch.benchmarking.benchmark.Benchmark': ( '19_benchmarking/benchmarking_dev.html#benchmark',
'tinytorch/benchmarking/benchmark.py'),
'tinytorch.benchmarking.benchmark.Benchmark.__init__': ( '19_benchmarking/benchmarking_dev.html#benchmark.__init__',
'tinytorch/benchmarking/benchmark.py'),
'tinytorch.benchmarking.benchmark.Benchmark.compare_models': ( '19_benchmarking/benchmarking_dev.html#benchmark.compare_models',
'tinytorch/benchmarking/benchmark.py'),
'tinytorch.benchmarking.benchmark.Benchmark.run_accuracy_benchmark': ( '19_benchmarking/benchmarking_dev.html#benchmark.run_accuracy_benchmark',
'tinytorch/benchmarking/benchmark.py'),
'tinytorch.benchmarking.benchmark.Benchmark.run_latency_benchmark': ( '19_benchmarking/benchmarking_dev.html#benchmark.run_latency_benchmark',
'tinytorch/benchmarking/benchmark.py'),
'tinytorch.benchmarking.benchmark.Benchmark.run_memory_benchmark': ( '19_benchmarking/benchmarking_dev.html#benchmark.run_memory_benchmark',
'tinytorch/benchmarking/benchmark.py'),
'tinytorch.benchmarking.benchmark.BenchmarkSuite': ( '19_benchmarking/benchmarking_dev.html#benchmarksuite',
'tinytorch/benchmarking/benchmark.py'),
'tinytorch.benchmarking.benchmark.BenchmarkSuite.__init__': ( '19_benchmarking/benchmarking_dev.html#benchmarksuite.__init__',
'tinytorch/benchmarking/benchmark.py'),
'tinytorch.benchmarking.benchmark.BenchmarkSuite._estimate_energy_efficiency': ( '19_benchmarking/benchmarking_dev.html#benchmarksuite._estimate_energy_efficiency',
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'tinytorch/benchmarking/benchmark.py'),
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'tinytorch.benchmarking.benchmark.BenchmarkSuite.plot_results': ( '19_benchmarking/benchmarking_dev.html#benchmarksuite.plot_results',
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'tinytorch.benchmarking.benchmark.TinyMLPerf.__init__': ( '19_benchmarking/benchmarking_dev.html#tinymlperf.__init__',
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'tinytorch.benchmarking.benchmark.TinyMLPerf.generate_compliance_report': ( '19_benchmarking/benchmarking_dev.html#tinymlperf.generate_compliance_report',
'tinytorch/benchmarking/benchmark.py'),
'tinytorch.benchmarking.benchmark.TinyMLPerf.run_all_benchmarks': ( '19_benchmarking/benchmarking_dev.html#tinymlperf.run_all_benchmarks',
'tinytorch/benchmarking/benchmark.py'),
'tinytorch.benchmarking.benchmark.TinyMLPerf.run_standard_benchmark': ( '19_benchmarking/benchmarking_dev.html#tinymlperf.run_standard_benchmark',
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'tinytorch.benchmarking.benchmark.test_unit_benchmark': ( '19_benchmarking/benchmarking_dev.html#test_unit_benchmark',
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'tinytorch.benchmarking.benchmark.test_unit_tinymlperf': ( '19_benchmarking/benchmarking_dev.html#test_unit_tinymlperf',
'tinytorch/benchmarking/benchmark.py')},
'tinytorch.core.activations': { 'tinytorch.core.activations.GELU': ( '02_activations/activations_dev.html#gelu',
'tinytorch/core/activations.py'),
'tinytorch.core.activations.GELU.__call__': ( '02_activations/activations_dev.html#gelu.__call__',
'tinytorch/core/activations.py'),