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SSVEN_pasqwerty

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SSVEN_pasqwerty
File size: 2,622 Bytes
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{
  "key": "original/async_margin_4",
  "tag": "async_margin_4",
  "script": "train_ssvep_event_snn.py",
  "script_sha256_16": "a58fedb328a4ba57",
  "hf_folder": "applied/original",
  "priority": 2,
  "note": "stricter asynchronous early-stop margin: later decisions, higher confidence -- the second point on the latency/accuracy curve",
  "phase": 5,
  "n_phases": 10,
  "method": "harmonic_matched",
  "command": [
    "/usr/bin/python3",
    "-m",
    "torch.distributed.run",
    "--standalone",
    "--nproc_per_node=2",
    "/kaggle/working/scripts/train_ssvep_event_snn.py",
    "--method",
    "harmonic_matched",
    "--data-root",
    "/kaggle/working/data",
    "--epochs",
    "60",
    "--seed",
    "1234",
    "--batch-size",
    "64",
    "--event-eval",
    "--no-resume",
    "--decision-margin",
    "2.0",
    "--hub-dir",
    "/kaggle/working/hub/train_ssvep_event_snn/async_margin_4",
    "--keep-epoch-weights",
    "1",
    "--resplit",
    "block",
    "--drop-rest",
    "--decision-margin",
    "4"
  ],
  "flags": [
    "--decision-margin",
    "4"
  ],
  "epochs_requested": 60,
  "gpus": 2,
  "relative_epoch_cost": 1.0,
  "exit_code": 0,
  "status": "ok",
  "duration_s": 326.9,
  "started_utc": "2026-08-23T04:40:57.746671+00:00",
  "finished_utc": "2026-08-23T04:46:24.690716+00:00",
  "optimization_summary": null,
  "final_summary": {
    "final_test_acc": 0.9478571428571428,
    "final_test_target_acc": 0.9478571428571428,
    "final_test_rest_recall": NaN,
    "best_acc": 0.9442857142857143,
    "best_epoch": 42,
    "resplit": "block",
    "class_weight": false,
    "drop_rest": true,
    "epochs": 60,
    "method": "harmonic_matched",
    "n_in": 2880,
    "n_classes": 40,
    "num_bins": 100
  },
  "event_driven_summary": {
    "acc": 0.9478571428571428,
    "anytime_acc": {
      "0.25": 0.6321428571428571,
      "0.5": 0.85,
      "0.75": 0.9142857142857143,
      "1.0": 0.9478571428571428
    },
    "syn_per_inference": 64821100.2426948,
    "dense_per_inference": 122675200.0,
    "event_fraction_of_dense": 0.5283961244220087,
    "num_ticks": 100,
    "dt_ms": 50.0,
    "margin_decision_acc": 0.6992857142857143,
    "mean_decision_tick": 21.28857142857143,
    "mean_decision_ms": 1064.4285714285716,
    "dense_forward_test_acc": 0.9478571428571428
  },
  "extra_sweep_file_present": false,
  "selftest": {
    "mode": "gate",
    "passed": true
  },
  "driver_version": 1,
  "zip": {
    "name": "async_margin_4.zip",
    "files": 79,
    "bytes": 12226993,
    "MB": 12.2,
    "sha256": "d111acebe5dbf4d2fc1ba7996062a9198d51e592aeb2baa5b3cec5bc3fca050a"
  }
}