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pazqwerty

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pazqwerty
File size: 2,111 Bytes
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{
  "tag": "opt10_D1_storm1e-3",
  "script": "opt10_sfa_integer_train.py",
  "script_sha256_16": "f2437693c3bf8491",
  "hf_folder": "opt10_sfa_integer_train",
  "priority": 1,
  "note": "D=1 collapses to binary; isolates the storm regularizer alone",
  "phase": 7,
  "n_phases": 10,
  "command": [
    "/usr/bin/python3",
    "-m",
    "torch.distributed.run",
    "--standalone",
    "--nproc_per_node=2",
    "/kaggle/temp/snn_runs/scripts/opt10_sfa_integer_train.py",
    "--epochs",
    "100",
    "--batch-size",
    "32",
    "--num-bins",
    "16",
    "--event-eval",
    "--no-hf",
    "--no-resume",
    "--data-dir",
    "/kaggle/temp/dvs128_data",
    "--num-classes",
    "11",
    "--bench",
    "--sfa-levels",
    "1",
    "--storm-reg",
    "1e-3"
  ],
  "flags": [
    "--sfa-levels",
    "1",
    "--storm-reg",
    "1e-3"
  ],
  "epochs_requested": 100,
  "epochs_completed": 100,
  "batch_size_per_gpu": 32,
  "num_bins_T": 16,
  "gpus": 2,
  "amp": false,
  "exit_code": 0,
  "status": "ok",
  "duration_s": 470.2,
  "sec_per_epoch": 4.7,
  "started_utc": "2026-08-21T17:56:58.280487+00:00",
  "finished_utc": "2026-08-21T18:04:48.522292+00:00",
  "final_epoch_metrics": {
    "epoch": 100,
    "train_loss": 0.5787953129488296,
    "train_acc": 0.9962825278810409,
    "test_loss": 0.27950740041154803,
    "test_acc": 0.928030303030303,
    "best_acc": 0.9431818181818182,
    "spike_rates": [
      0.09593885523431442,
      0.11516065369634067,
      0.09837948267950732,
      0.120247140965041,
      0.13752411744173834
    ],
    "spikes_per_sample": 390456.61552601814,
    "wall_time_s": 2.6519362926483154,
    "timestamp": "2026-08-21T18:03:25.424582+00:00"
  },
  "best": {
    "epoch": 80,
    "test_acc": 0.9431818181818182
  },
  "event_driven": {
    "event_driven_test_acc": 0.928030303030303,
    "synaptic_ops_per_inference": 570818371.0798612
  },
  "driver_version": 1,
  "zip": {
    "name": "opt10_D1_storm1e-3.zip",
    "files": 312,
    "bytes": 1443586344,
    "MB": 1443.6,
    "sha256": "ba25f7484d93f7cc34552b5f969994128613852367838cb31a4e50829e72b14c"
  }
}