File size: 2,067 Bytes
5f0b25b
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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
87
88
{
  "tag": "opt4_ubits2",
  "script": "opt4_mint_membrane_quant.py",
  "script_sha256_16": "598d76c727a2deea",
  "hf_folder": "opt4_mint_membrane_quant",
  "priority": 1,
  "note": "",
  "phase": 4,
  "n_phases": 10,
  "command": [
    "/usr/bin/python3",
    "-m",
    "torch.distributed.run",
    "--standalone",
    "--nproc_per_node=2",
    "/kaggle/temp/snn_runs/scripts/opt4_mint_membrane_quant.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",
    "--u-bits",
    "2"
  ],
  "flags": [
    "--u-bits",
    "2"
  ],
  "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": 379.3,
  "sec_per_epoch": 3.79,
  "started_utc": "2026-08-21T10:11:05.636328+00:00",
  "finished_utc": "2026-08-21T10:17:24.975778+00:00",
  "final_epoch_metrics": {
    "epoch": 100,
    "train_loss": 1.2173513621645788,
    "train_acc": 0.7490706319702602,
    "test_loss": 0.9428806991288157,
    "test_acc": 0.7083333333333334,
    "best_acc": 0.7083333333333334,
    "spike_rates": [
      0.06506027982515447,
      0.1793036276803297,
      0.20354382869075327,
      0.2562400891500361,
      0.23098939657211304
    ],
    "spikes_per_sample": 466684.2412330317,
    "wall_time_s": 2.2287070751190186,
    "timestamp": "2026-08-21T10:16:53.559519+00:00"
  },
  "best": {
    "epoch": 87,
    "test_acc": 0.7083333333333334
  },
  "event_driven": {
    "event_driven_test_acc": 0.7083333333333334,
    "synaptic_ops_per_inference": 310897062.9444444,
    "membrane_bytes_per_inference": 59522.75,
    "u_bits": 2,
    "kshift": 0,
    "w_bits": 0
  },
  "driver_version": 1,
  "zip": {
    "name": "opt4_ubits2.zip",
    "files": 312,
    "bytes": 1444147350,
    "MB": 1444.1,
    "sha256": "5a598f023c59afa5004f99624f1e76894ed6884cc3709e875ab159cbbf9fb41e"
  }
}