[Optimization 4/n] Add Kernel Optimization Template to PromptManager#77

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kaiming-cheng wants to merge 23 commits intomainfrom

kaiming/opt_component_4_clean

Commits on Jan 15, 2026

NCU profiling wrapper generation and execution
Kaiming Cheng
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Refactor profiling components and add kernel_perf_util
Kaiming Cheng
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Refactor profiling components and add kernel_perf_util
Kaiming Cheng
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Refactor profiling components and add kernel_perf_util
Kaiming Cheng
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update directory name and add package in pyproject
Kaiming Cheng
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Remove kernel_perf_util directory
Kaiming Cheng
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move gpu spec.py to future PR and fix import
Kaiming Cheng
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Add copyright header
Kaiming Cheng
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fix ruff
Kaiming Cheng
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address previous comments
Kaiming Cheng
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fix ruff
Kaiming Cheng
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Add unified benchmarking module for kernel performance measurement
Kaiming Cheng
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Introducing benchmarking infra for kernel performance
Kaiming Cheng
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fix ruff
Kaiming Cheng
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fix ruff
Kaiming Cheng
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address comments
Kaiming Cheng
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Diagnose module - prompt constructor
Kaiming Cheng
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Refactors the diagnose_prompt module into a modular architecture
Kaiming Cheng
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fix diff issue
Kaiming Cheng
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fix ruff issue
Kaiming Cheng
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fix
Kaiming Cheng
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fix ruff
Kaiming Cheng
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optimization prompt
Kaiming Cheng
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