p-j-r-1-2-3 commited on
Commit
34f5151
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1 Parent(s): afca451

add run export_int8

Browse files
applied/original/export_int8.summary.json ADDED
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+ {
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+ "key": "original/export_int8",
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+ "tag": "export_int8",
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+ "script": "train_ssvep_event_snn.py",
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+ "script_sha256_16": "a58fedb328a4ba57",
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+ "hf_folder": "applied/original",
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+ "priority": 2,
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+ "note": "int8 BN-folded neuromorphic export, verified against the event-driven numpy chip-sim (the deployable artifact)",
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+ "phase": 6,
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+ "n_phases": 10,
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+ "method": "harmonic_matched",
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+ "command": [
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+ "/usr/bin/python3",
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+ "-m",
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+ "torch.distributed.run",
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+ "--standalone",
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+ "--nproc_per_node=2",
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+ "/kaggle/working/scripts/train_ssvep_event_snn.py",
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+ "--method",
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+ "harmonic_matched",
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+ "--data-root",
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+ "/kaggle/working/data",
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+ "--epochs",
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+ "60",
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+ "--seed",
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+ "1234",
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+ "--batch-size",
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+ "64",
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+ "--event-eval",
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+ "--no-resume",
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+ "--decision-margin",
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+ "2.0",
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+ "--hub-dir",
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+ "/kaggle/working/hub/train_ssvep_event_snn/export_int8",
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+ "--keep-epoch-weights",
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+ "1",
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+ "--resplit",
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+ "block",
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+ "--drop-rest",
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+ "--export",
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+ "--fake-quant",
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+ "8"
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+ ],
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+ "flags": [
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+ "--export",
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+ "--fake-quant",
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+ "8"
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+ ],
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+ "epochs_requested": 60,
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+ "gpus": 2,
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+ "relative_epoch_cost": 1.0,
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+ "exit_code": 0,
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+ "status": "ok",
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+ "duration_s": 375.8,
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+ "started_utc": "2026-08-23T04:51:58.756665+00:00",
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+ "finished_utc": "2026-08-23T04:58:14.580611+00:00",
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+ "optimization_summary": null,
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+ "final_summary": {
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+ "final_test_acc": 0.9385714285714286,
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+ "final_test_target_acc": 0.9385714285714286,
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+ "final_test_rest_recall": NaN,
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+ "best_acc": 0.9435714285714286,
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+ "best_epoch": 45,
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+ "resplit": "block",
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+ "class_weight": false,
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+ "drop_rest": true,
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+ "epochs": 60,
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+ "method": "harmonic_matched",
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+ "n_in": 2880,
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+ "n_classes": 40,
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+ "num_bins": 100
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+ },
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+ "event_driven_summary": {
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+ "acc": 0.9385714285714286,
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+ "anytime_acc": {
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+ "0.25": 0.635,
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+ "0.5": 0.8521428571428571,
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+ "0.75": 0.9135714285714286,
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+ "1.0": 0.9385714285714286
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+ },
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+ "syn_per_inference": 64835916.9926948,
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+ "dense_per_inference": 122675200.0,
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+ "event_fraction_of_dense": 0.5285169047427255,
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+ "num_ticks": 100,
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+ "dt_ms": 50.0,
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+ "margin_decision_acc": 0.4521428571428571,
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+ "mean_decision_tick": 11.749285714285714,
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+ "mean_decision_ms": 587.4642857142857,
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+ "dense_forward_test_acc": 0.9385714285714286
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+ },
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+ "extra_sweep_file_present": false,
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+ "selftest": {
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+ "mode": "gate",
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+ "passed": true
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+ },
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+ "driver_version": 1,
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+ "zip": {
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+ "name": "export_int8.zip",
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+ "files": 82,
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+ "bytes": 12500858,
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+ "MB": 12.5,
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+ "sha256": "1abedd0b9a8f2337bb33394789bcef71213b9480839083d338c988c5fa33a694"
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+ }
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+ }
applied/original/export_int8.zip ADDED
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+ oid sha256:1abedd0b9a8f2337bb33394789bcef71213b9480839083d338c988c5fa33a694
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+ size 12500858