Introduce BottleneckAnalyzer for LLM-based NCU profiling analysis #91

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kaiming-cheng wants to merge 36 commits intomainfrom

kaiming/prescriber

Commits on Jan 15, 2026

NCU profiling wrapper generation and execution
Kaiming Cheng
committed
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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Commits on Jan 27, 2026

Merge branch 'main' into kaiming/opt_component_3
kaiming-cheng
authored

Commits on Jan 29, 2026

Commits on Jan 30, 2026

introduce roofline analyzer
Kaiming Cheng
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update doc string in init and fix ncu_roofline
Kaiming Cheng
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Commits on Jan 31, 2026

introduce judger prompt
Kaiming Cheng
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add optimization template
Kaiming Cheng
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update prompt manager
Kaiming Cheng
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Commits on Feb 2, 2026

Introduce bootleneck_analyzer
Kaiming Cheng
committed