feat(profiling): add comprehensive ROCm profiling infrastructure for inference benchmarks and TinyTransformer#1

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conde-amd wants to merge 32 commits intogsitaram:mainfrom

Commits on Oct 28, 2025

test(pytorch-profiling): add rocprofv3 validation script for version1
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docs(pytorch-profiling): document version1 rocprofv3 test results
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chore(profiling): ignore profiling artifacts and traces
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chore(profiling): exclude TinyTransformer profiling data
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docs(tinytransformer): add version comparison analysis
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feat(profiling): add ROCProfiler automation scripts
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feat(profiling): add kernel trace analysis script
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feat(profiling): add rocprof-compute profiling scripts
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feat(profiling): add rocprof-sys profiling scripts
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chore(profiling): exclude inference_benchmark profiling data
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docs(inference-benchmark): add profiling scripts guide
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feat(profiling): add inference_benchmark profiling scripts
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feat(profiling): add kernel trace analysis for inference benchmarks
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Commits on Nov 5, 2025

docs(inference-benchmark): document ROCm 6.x/7.x compatibility
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feat(profiling): add ROCm 7.x SQLite database analysis tools
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refactor(tinytransformer): add ROCm version detection to profiling
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feat(inference-benchmark): enhance profiling with ROCm 7.x support
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Commits on Jan 14, 2026

refactor(pytorch_microbench): rename inference_benchmark directory
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chore(pytorch_microbench): remove custom analysis scripts
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fix(pytorch_microbench): update profiling scripts per PR review
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docs(pytorch_microbench): rewrite README following GhostExchange format
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docs(pytorch_microbench): add example outputs from RX 7900 XTX profiling
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chore(TinyTransformer): remove custom analysis scripts
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fix(TinyTransformer): update profiling scripts per PR review
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docs(TinyTransformer): rewrite README following GhostExchange format
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docs(tinytransformer): condense markdown documentation
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chore(TinyTransformer): remove custom analysis scripts from version2
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refactor(TinyTransformer): update version2 to follow GhostExchange format
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chore(TinyTransformer): remove custom analysis scripts from version3
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refactor(TinyTransformer): update version3 to follow GhostExchange format
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chore(TinyTransformer): remove custom analysis scripts from version4
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refactor(TinyTransformer): update version4 to follow GhostExchange format
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