{
  "tag": "opt10_D16_storm1e-3",
  "script": "opt10_sfa_integer_train.py",
  "script_sha256_16": "f2437693c3bf8491",
  "hf_folder": "opt10_sfa_integer_train",
  "priority": 1,
  "note": "",
  "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",
    "16",
    "--storm-reg",
    "1e-3"
  ],
  "flags": [
    "--sfa-levels",
    "16",
    "--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": 768.6,
  "sec_per_epoch": 7.69,
  "started_utc": "2026-08-21T17:42:40.200305+00:00",
  "finished_utc": "2026-08-21T17:55:28.790364+00:00",
  "final_epoch_metrics": {
    "epoch": 100,
    "train_loss": 0.5469436736355041,
    "train_acc": 1.0,
    "test_loss": 0.37485128370198334,
    "test_acc": 0.9053030303030303,
    "best_acc": 0.9128787878787878,
    "spike_rates": [
      0.12312714404919568,
      0.15175050321747274,
      0.10111725242698894,
      0.10861643754384097,
      0.1747446366969277
    ],
    "spikes_per_sample": 486062.1875,
    "wall_time_s": 2.607680082321167,
    "timestamp": "2026-08-21T17:49:04.893011+00:00"
  },
  "best": {
    "epoch": 61,
    "test_acc": 0.9128787878787878
  },
  "event_driven": {
    "event_driven_test_acc": 0.9053030303030303,
    "synaptic_ops_per_inference": 663930208.6493056
  },
  "driver_version": 1,
  "zip": {
    "name": "opt10_D16_storm1e-3.zip",
    "files": 312,
    "bytes": 1451805581,
    "MB": 1451.8,
    "sha256": "ab905cd40bfa6897ab91d29541b62d3e6c5f83798a38a4c02fe68ab882d815fe"
  }
}