AutoTuner HPC experiment dataset
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# AutoTuner HPC experiment dataset Dataset supporting: *AutoTuner: Measurement Fusion for MPI×OpenMP×GPU Layout Selection on SLURM* (The Journal of Supercomputing). **Software and site configuration** are published separately at https://github.com/akshaygangula/AutoTuner. This archive contains HPC production experiment trees only. ## Directory layout Each campaign lives under `data/experiments/<application>_<timestamp>/`: ``` data/experiments/<application>_<timestamp>/ ├── generated_configurations.json ├── phase1_results.json ├── phase2_job_ids.json ├── scripts/ # generated SLURM launch scripts ├── results/<job_id>/ # per-layout logs, mpiP, LIKWID, Nsight artifacts └── comprehensive_results/ ├── results.json # authoritative rankings (cite for paper tables) ├── configuration_scores.csv └── figures/ # when generated ``` Interim `scoring_results/` directories are omitted from this archive; paper statistics use `comprehensive_results/results.json`. ## Campaign identifiers (Section 5 of the manuscript) | Workload | $R$ | Campaign directories | |----------|-----|----------------------| | HybridVec | 5 | `hybrid_vec_1779311216`, `hybrid_vec_1779461252`, `hybrid_vec_1779461256`, `hybrid_vec_1779462282`, `hybrid_vec_1779462285` | | sparse_matrix | 3 | `sparse_matrix_1779312778`, `sparse_matrix_1779460227`, `sparse_matrix_1779460230` | | LULESH | 3 | `lulesh_1779313542`, `lulesh_1779458085`, `lulesh_1779458193` | | miniMD | 3 | `minimd_1779312844`, `minimd_1779459466`, `minimd_1779459468` | Facility: Texas State University HPC (`gpu1` and `parallel` partitions). ## Re-analysis (requires GitHub repository) Clone AutoTuner and re-run fusion on any campaign directory: ```bash python3 scripts/generate_results.py data/experiments/<campaign_id> --system leap2 ``` Use `--system leap2-cpu` for CPU workloads on the `parallel` partition. ## License Creative Commons Attribution 4.0 International (CC BY 4.0), unless otherwise noted in file headers. ## Author Akshay Reddy Gangula — akshaygangula1377@gmail.com — Texas State University
