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Signed-off-by: ppraneth <pranethparuchuri@gmail.com> * gpu recommend Signed-off-by: ppraneth <pranethparuchuri@gmail.com> * gpu recommend Signed-off-by: ppraneth <pranethparuchuri@gmail.com> * static analysis Signed-off-by: ppraneth <pranethparuchuri@gmail.com> * ast fix Signed-off-by: ppraneth <pranethparuchuri@gmail.com> * static analysis Signed-off-by: ppraneth <pranethparuchuri@gmail.com> * ast stable Signed-off-by: ppraneth <pranethparuchuri@gmail.com> * refactor: rewrite scanner.py as TraceML-native visitor-based implementation Signed-off-by: ppraneth <pranethparuchuri@gmail.com> * fix: resolve function-scoped model_name vars, add compact BERT to registry Signed-off-by: ppraneth <pranethparuchuri@gmail.com> * feat: add torchvision factory registry, fix Lightning detection, add comments to estimator Signed-off-by: ppraneth <pranethparuchuri@gmail.com> * fix: auto-detect batch size, add dynamic CUDA overhead, adaptive number format Signed-off-by: ppraneth <pranethparuchuri@gmail.com> * remove suggest-gpu Signed-off-by: ppraneth <pranethparuchuri@gmail.com> * remove suggest-gpu and add sys info Signed-off-by: ppraneth <pranethparuchuri@gmail.com> * add basic engine Signed-off-by: ppraneth <pranethparuchuri@gmail.com> * add basic engine Signed-off-by: ppraneth <pranethparuchuri@gmail.com> * fix render Signed-off-by: ppraneth <pranethparuchuri@gmail.com> * fix render Signed-off-by: ppraneth <pranethparuchuri@gmail.com> * feat: enrich INPUT_BOUND hint with num_workers and core count from manifests Signed-off-by: ppraneth <pranethparuchuri@gmail.com> * fix: script hints use +---+ card style; improve LOGGING_SYNC hint text Signed-off-by: ppraneth <pranethparuchuri@gmail.com> * fix error Signed-off-by: ppraneth <pranethparuchuri@gmail.com> * test: add runnable examples to trigger all heuristic diagnostics Signed-off-by: ppraneth <pranethparuchuri@gmail.com> * test: add sleep to dummy datasets to allow TraceML UI to render metrics Signed-off-by: ppraneth <pranethparuchuri@gmail.com> * text fix Signed-off-by: ppraneth <pranethparuchuri@gmail.com> * fix: call .cpu() before .numpy() in sync_transfer trigger to prevent runtime error on GPU Signed-off-by: ppraneth <pranethparuchuri@gmail.com> * fix: suppress LOGGING_SYNC_IN_LOOP when SYNC_CALLS_HIGH already fires Signed-off-by: ppraneth <pranethparuchuri@gmail.com> * refactor: remove dead cpu_info.json and gpu_info.json writes; system_manifest.json is the single hardware snapshot Signed-off-by: ppraneth <pranethparuchuri@gmail.com> * refactor: remove dead param_estimator.py and model_registry.py from ast_analysis Signed-off-by: ppraneth <pranethparuchuri@gmail.com> * feat: add WAIT_HEAVY live hint enricher; replace hardcoded INPUT_BOUND check with dispatch map Signed-off-by: ppraneth <pranethparuchuri@gmail.com> --------- Signed-off-by: ppraneth <pranethparuchuri@gmail.com> Co-authored-by: ppraneth <pranethparuchuri@gmail.com>
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