pazqwerty / opt4_mint_membrane_quant /opt4_ubits4_wbits4.summary.json
p-j-r-1-2-3's picture
add run opt4_ubits4_wbits4
27745a2 verified
Raw
History Blame Contribute Delete
2.13 kB
{
"tag": "opt4_ubits4_wbits4",
"script": "opt4_mint_membrane_quant.py",
"script_sha256_16": "598d76c727a2deea",
"hf_folder": "opt4_mint_membrane_quant",
"priority": 2,
"note": "",
"phase": 9,
"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",
"4",
"--w-bits",
"4"
],
"flags": [
"--u-bits",
"4",
"--w-bits",
"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": 363.3,
"sec_per_epoch": 3.63,
"started_utc": "2026-08-21T21:36:49.117203+00:00",
"finished_utc": "2026-08-21T21:42:52.418912+00:00",
"final_epoch_metrics": {
"epoch": 100,
"train_loss": 0.5747504260903398,
"train_acc": 0.9981412639405205,
"test_loss": 0.34207645058631897,
"test_acc": 0.9318181818181818,
"best_acc": 0.9356060606060606,
"spike_rates": [
0.05571911155300982,
0.09399106178213568,
0.08236106441301458,
0.10837020067607656,
0.16009961682207444
],
"spikes_per_sample": 274159.3098133484,
"wall_time_s": 2.1624109745025635,
"timestamp": "2026-08-21T21:42:28.929596+00:00"
},
"best": {
"epoch": 89,
"test_acc": 0.9356060606060606
},
"event_driven": {
"event_driven_test_acc": 0.9318181818181818,
"synaptic_ops_per_inference": 217236895.8923611,
"membrane_bytes_per_inference": 119045.5,
"u_bits": 4,
"kshift": 0,
"w_bits": 4
},
"driver_version": 1,
"zip": {
"name": "opt4_ubits4_wbits4.zip",
"files": 312,
"bytes": 1441598867,
"MB": 1441.6,
"sha256": "1a309b6a48f8d1d29e734dad8106457c3a1b7d8f2a2b38599c0d0ef467aa6116"
}
}