File size: 2,031 Bytes
fd7d94b | 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 59 60 61 62 63 64 65 66 67 68 69 70 71 72 73 74 75 76 77 78 79 80 81 82 83 84 85 86 | {
"tag": "opt5_bitpack_reg5e-4",
"script": "opt5_spkconv_bitpack.py",
"script_sha256_16": "b51deb6b2fb1ccc1",
"hf_folder": "opt5_spkconv_bitpack",
"priority": 1,
"note": "",
"phase": 5,
"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-4"
],
"flags": [
"--spkconv-eval",
"--spike-reg",
"5e-4"
],
"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": 383.5,
"sec_per_epoch": 3.83,
"started_utc": "2026-08-21T12:32:35.847995+00:00",
"finished_utc": "2026-08-21T12:38:59.343062+00:00",
"final_epoch_metrics": {
"epoch": 100,
"train_loss": 0.5825955455631129,
"train_acc": 0.9925650557620818,
"test_loss": 0.2684781813260281,
"test_acc": 0.946969696969697,
"best_acc": 0.9545454545454546,
"spike_rates": [
0.09096392507062238,
0.1115749197847703,
0.10550906728295718,
0.11064718663692474,
0.12001460527672488
],
"spikes_per_sample": 378600.00961538457,
"wall_time_s": 2.417639970779419,
"timestamp": "2026-08-21T12:38:39.395664+00:00"
},
"best": {
"epoch": 96,
"test_acc": 0.9545454545454546
},
"event_driven": {
"event_driven_test_acc": 0.946969696969697,
"synaptic_ops_per_inference": 243851152.3472222
},
"driver_version": 1,
"zip": {
"name": "opt5_bitpack_reg5e-4.zip",
"files": 312,
"bytes": 1443265191,
"MB": 1443.3,
"sha256": "3b84faae9d3c4064fd3eb24de067ce233abbd35410c81eb7050780aacf1be383"
}
} |