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[CK][CK TILE] Clean up tile_engine grouped_conv harness (#7761) ## Motivation Tile_engine grouped_conv contains ML heuristic validation scripts which cause confusion to new developers. So, this PR is intended to relocate the scripts into dispatcher/heuristic directory to maintain separation of concern. ## Technical Details The grouped_conv tile_engine directory is a benchmarking harness for grouped convolution kernels; ML-heuristic content does not belong there. - Move compare_ml_vs_oracle.py and validate_ml_vs_oracle.py from tile_engine/ops/grouped_conv/ to dispatcher/heuristics/validation/grouped_conv/, and rebase their sys.path / oracle CSV / model dir lookups for the new location (CSV path is now an --oracle-csv flag instead of a hard-coded sibling). - Move GROUPED_CONV_HEURISTIC_REPORT.md (system-level ML report) into dispatcher/heuristics/ where the rest of the heuristic docs live. - Rewrite tile_engine/ops/grouped_conv/README.md as a pure benchmarking / dispatcher-sweep doc (kernel enumeration, JIT pipeline, CSV schema, problem registry), in the style of tile_engine/ops/fmha/README.md. All ML training / model-efficiency content is removed and replaced with a pointer to dispatcher/heuristics/. ## Test Plan Validation scripts are re-wired and tested locally ## Test Result Tests passed on local machine. ## Submission Checklist - [x ] Look over the contributing guidelines at https://github.com/ROCm/ROCm/blob/develop/CONTRIBUTING.md#pull-requests.