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pazqwerty

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pazqwerty
File size: 1,954 Bytes
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{
  "tag": "baseline_naive_readout",
  "script": "train_event_snn.py",
  "script_sha256_16": "efbb7106550638c4",
  "hf_folder": "original",
  "priority": 0,
  "note": "frozen uncorrected baseline -- ablation for the /T readout",
  "phase": 1,
  "n_phases": 10,
  "command": [
    "/usr/bin/python3",
    "-m",
    "torch.distributed.run",
    "--standalone",
    "--nproc_per_node=2",
    "/kaggle/temp/snn_runs/scripts/train_event_snn.py",
    "--epochs",
    "100",
    "--batch-size",
    "32",
    "--num-bins",
    "16",
    "--event-eval",
    "--no-hf",
    "--no-resume",
    "--data-dir",
    "/kaggle/temp/dvs128_data",
    "--num-classes",
    "11"
  ],
  "flags": [],
  "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": 360.8,
  "sec_per_epoch": 3.61,
  "started_utc": "2026-08-21T04:14:49.351969+00:00",
  "finished_utc": "2026-08-21T04:20:50.179709+00:00",
  "final_epoch_metrics": {
    "epoch": 100,
    "train_loss": 1.6841269345974834,
    "train_acc": 0.8011152416356877,
    "test_loss": 1.6449576869155422,
    "test_acc": 0.7916666666666666,
    "best_acc": 0.7916666666666666,
    "spike_rates": [
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      0.04718063026666641,
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      0.07905913494965609
    ],
    "spikes_per_sample": 233726.62358597285,
    "wall_time_s": 2.2824418544769287,
    "timestamp": "2026-08-21T04:20:39.892755+00:00"
  },
  "best": {
    "epoch": 100,
    "test_acc": 0.7916666666666666
  },
  "event_driven": {
    "event_driven_test_acc": 0.7916666666666666,
    "synaptic_ops_per_inference": 165473544.80208334
  },
  "driver_version": 1,
  "zip": {
    "name": "baseline_naive_readout.zip",
    "files": 311,
    "bytes": 1442771808,
    "MB": 1442.8,
    "sha256": "41f3d101955f226c6d658bdd449637f38387bd6c3106fb1b0b64e2b2ae74bf71"
  }
}