pazqwerty / opt1_ttfs_temporal /opt1_ttfs_plain.summary.json
p-j-r-1-2-3's picture
add run opt1_ttfs_plain
543616f verified
Raw
History Blame Contribute Delete
1.99 kB
{
"tag": "opt1_ttfs_plain",
"script": "opt1_ttfs_temporal.py",
"script_sha256_16": "70687c3a0e15c4f8",
"hf_folder": "opt1_ttfs_temporal",
"priority": 0,
"note": "TTFS, static threshold",
"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",
"--ttfs"
],
"flags": [
"--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": 370.2,
"sec_per_epoch": 3.7,
"started_utc": "2026-08-21T04:39:58.633785+00:00",
"finished_utc": "2026-08-21T04:46:08.793624+00:00",
"final_epoch_metrics": {
"epoch": 100,
"train_loss": 0.72793714840616,
"train_acc": 0.9144981412639405,
"test_loss": 0.658289580634146,
"test_acc": 0.7916666666666666,
"best_acc": 0.7916666666666666,
"spike_rates": [
0.029458094278679174,
0.03062108257675872,
0.023650210131617153,
0.01735439567881472,
0.03774371962336933
],
"spikes_per_sample": 108872.31052036199,
"wall_time_s": 2.3336591720581055,
"timestamp": "2026-08-21T04:45:52.176738+00:00"
},
"best": {
"epoch": 80,
"test_acc": 0.7916666666666666
},
"event_driven": {
"event_driven_test_acc": 0.7916666666666666,
"synaptic_ops_per_inference": 73095374.07291667,
"avg_ticks_executed": 16.0
},
"driver_version": 1,
"zip": {
"name": "opt1_ttfs_plain.zip",
"files": 312,
"bytes": 1453136769,
"MB": 1453.1,
"sha256": "aa61f6a5626b11badbfe4d250e77d3f55fca7433cec0595246db527c284aba55"
}
}