File size: 1,956 Bytes
9f562fa
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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
{
  "tag": "baseline_default",
  "script": "opt0_baseline_fixed.py",
  "script_sha256_16": "4aa2add0d65bb5b8",
  "hf_folder": "opt0_baseline_fixed",
  "priority": 0,
  "note": "corrected baseline -- THE reference for the whole study",
  "phase": 1,
  "n_phases": 10,
  "command": [
    "/usr/bin/python3",
    "-m",
    "torch.distributed.run",
    "--standalone",
    "--nproc_per_node=2",
    "/kaggle/temp/snn_runs/scripts/opt0_baseline_fixed.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": 363.8,
  "sec_per_epoch": 3.64,
  "started_utc": "2026-08-21T04:23:28.110428+00:00",
  "finished_utc": "2026-08-21T04:29:31.949257+00:00",
  "final_epoch_metrics": {
    "epoch": 100,
    "train_loss": 0.5874647159115532,
    "train_acc": 0.9907063197026023,
    "test_loss": 0.3312633407838417,
    "test_acc": 0.9090909090909091,
    "best_acc": 0.9318181818181818,
    "spike_rates": [
      0.09250613301992416,
      0.11008891550933614,
      0.11113499367938322,
      0.13452231708694906,
      0.13635243563091054
    ],
    "spikes_per_sample": 386489.79807692306,
    "wall_time_s": 2.3133294582366943,
    "timestamp": "2026-08-21T04:29:19.308391+00:00"
  },
  "best": {
    "epoch": 94,
    "test_acc": 0.9318181818181818
  },
  "event_driven": {
    "event_driven_test_acc": 0.9090909090909091,
    "synaptic_ops_per_inference": 260955081.5590278
  },
  "driver_version": 1,
  "zip": {
    "name": "baseline_default.zip",
    "files": 311,
    "bytes": 1443293617,
    "MB": 1443.3,
    "sha256": "14b47ebdc4e7e80e83a253a1980f1b9cf11870e7397566289e2b42bd04d0b008"
  }
}