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pazqwerty

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pazqwerty
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{
  "tag": "opt1_control_rate_coded",
  "script": "opt1_ttfs_temporal.py",
  "script_sha256_16": "70687c3a0e15c4f8",
  "hf_folder": "opt1_ttfs_temporal",
  "priority": 0,
  "note": "control: rate coding",
  "phase": 1,
  "n_phases": 10,
  "command": [
    "/usr/bin/python3",
    "-m",
    "torch.distributed.run",
    "--standalone",
    "--nproc_per_node=2",
    "/kaggle/temp/snn_runs/scripts/opt1_ttfs_temporal.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",
    "--no-ttfs"
  ],
  "flags": [
    "--no-ttfs"
  ],
  "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": 379.6,
  "sec_per_epoch": 3.8,
  "started_utc": "2026-08-21T04:32:10.354001+00:00",
  "finished_utc": "2026-08-21T04:38:29.984571+00:00",
  "final_epoch_metrics": {
    "epoch": 100,
    "train_loss": 0.7148020052555325,
    "train_acc": 0.9591078066914498,
    "test_loss": 0.4417883844086618,
    "test_acc": 0.8787878787878788,
    "best_acc": 0.8977272727272727,
    "spike_rates": [
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    ],
    "spikes_per_sample": 439857.3451640272,
    "wall_time_s": 2.3118836879730225,
    "timestamp": "2026-08-21T04:38:01.229815+00:00"
  },
  "best": {
    "epoch": 79,
    "test_acc": 0.8977272727272727
  },
  "event_driven": {
    "event_driven_test_acc": 0.875,
    "synaptic_ops_per_inference": 258118425.17708334,
    "avg_ticks_executed": 16.0
  },
  "driver_version": 1,
  "zip": {
    "name": "opt1_control_rate_coded.zip",
    "files": 312,
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    "MB": 1447.4,
    "sha256": "38162079438b80d46e891997cd73ddc65571818ca5cab37db62e5d91acb8873e"
  }
}