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pazqwerty

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pazqwerty
File size: 2,058 Bytes
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{
  "tag": "opt10_D4_storm0",
  "script": "opt10_sfa_integer_train.py",
  "script_sha256_16": "f2437693c3bf8491",
  "hf_folder": "opt10_sfa_integer_train",
  "priority": 1,
  "note": "isolates the storm regularizer",
  "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",
    "4",
    "--storm-reg",
    "0.0"
  ],
  "flags": [
    "--sfa-levels",
    "4",
    "--storm-reg",
    "0.0"
  ],
  "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": 536.7,
  "sec_per_epoch": 5.37,
  "started_utc": "2026-08-21T18:27:47.293535+00:00",
  "finished_utc": "2026-08-21T18:36:44.007063+00:00",
  "final_epoch_metrics": {
    "epoch": 100,
    "train_loss": 0.544059661241269,
    "train_acc": 1.0,
    "test_loss": 0.4149469164284793,
    "test_acc": 0.8939393939393939,
    "best_acc": 0.9128787878787878,
    "spike_rates": [
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      0.1559687177924549,
      0.13598895598860347,
      0.11574436461224276,
      0.1357234076542013
    ],
    "spikes_per_sample": 489411.74066742085,
    "wall_time_s": 2.4686477184295654,
    "timestamp": "2026-08-21T18:33:56.387104+00:00"
  },
  "best": {
    "epoch": 89,
    "test_acc": 0.9128787878787878
  },
  "event_driven": {
    "event_driven_test_acc": 0.8939393939393939,
    "synaptic_ops_per_inference": 679753988.7291666
  },
  "driver_version": 1,
  "zip": {
    "name": "opt10_D4_storm0.zip",
    "files": 312,
    "bytes": 1451057459,
    "MB": 1451.1,
    "sha256": "63dcef340f9dd7b93f7943aa57a435646e5ef5fb0b60345fb4eaa9fd8796c48e"
  }
}