Feature/ibm validation - #17
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- Consolidate results/, results_hpc/, results_lambda_a100(_v2)/ into results/<hardware-slug>/ so runs from different GPUs are never mixed: rtx-6000-ada-generation/ (April, university cluster), a100-lambda-jul2026-archive/ (July, Lambda), cpu-only/ (serial baseline + old CPU/IBM dev runs), gtx1650-reference/ (README only -- raw data never committed, presumed lost). Deduplicated identical files across the old triplicated directories. - HardwareProfile.results_slug() (src/api/hardware.py) derives a folder name from nvidia-smi output; template.py, local_test_run.py, and ibm_test_run.py use it to auto-route output, and save_results() stamps gpu_name/gpu_class/ hostname into every JSON so files are self-identifying if moved. - aggregate_scaling.py / aggregate_seeds.py gain --hw and refuse to run across multiple hardware folders at once (wall-clock isn't comparable across GPUs). - Fix Makefile scaling/weak-scaling targets: they only bind-mounted results/scaling, which would've dropped output under the new nested paths.
Three July-30 A100 files were left behind flat in results/simulator/ during the previous reorg commit -- verified byte-identical to the properly migrated copies under results/a100-lambda-jul2026-archive/simulator/ before removing.
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