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pazqwerty

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pazqwerty
File size: 2,044 Bytes
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{
  "tag": "opt5_bitpack_reg5e-3",
  "script": "opt5_spkconv_bitpack.py",
  "script_sha256_16": "b51deb6b2fb1ccc1",
  "hf_folder": "opt5_spkconv_bitpack",
  "priority": 2,
  "note": "very sparse",
  "phase": 9,
  "n_phases": 10,
  "command": [
    "/usr/bin/python3",
    "-m",
    "torch.distributed.run",
    "--standalone",
    "--nproc_per_node=2",
    "/kaggle/temp/snn_runs/scripts/opt5_spkconv_bitpack.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",
    "--spkconv-eval",
    "--spike-reg",
    "5e-3"
  ],
  "flags": [
    "--spkconv-eval",
    "--spike-reg",
    "5e-3"
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  "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": 378.2,
  "sec_per_epoch": 3.78,
  "started_utc": "2026-08-21T21:53:04.112378+00:00",
  "finished_utc": "2026-08-21T21:59:22.304421+00:00",
  "final_epoch_metrics": {
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    "train_loss": 0.5913911087362297,
    "train_acc": 0.9925650557620818,
    "test_loss": 0.2579028123255932,
    "test_acc": 0.9356060606060606,
    "best_acc": 0.946969696969697,
    "spike_rates": [
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      0.12682201055919423
    ],
    "spikes_per_sample": 370541.7737556561,
    "wall_time_s": 2.3450992107391357,
    "timestamp": "2026-08-21T21:59:03.193966+00:00"
  },
  "best": {
    "epoch": 78,
    "test_acc": 0.946969696969697
  },
  "event_driven": {
    "event_driven_test_acc": 0.9356060606060606,
    "synaptic_ops_per_inference": 244132822.08333334
  },
  "driver_version": 1,
  "zip": {
    "name": "opt5_bitpack_reg5e-3.zip",
    "files": 312,
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    "sha256": "5b8a9760e01fd781785463ec8e3a0e4b1e6a1d37d9d6829afdf74317f455dcfc"
  }
}