| { |
| "tag": "opt10_D4_storm0", |
| "script": "opt10_sfa_integer_train.py", |
| "script_sha256_16": "f2437693c3bf8491", |
| "hf_folder": "opt10_sfa_integer_train", |
| "priority": 1, |
| "note": "isolates the storm regularizer", |
| "phase": 7, |
| "n_phases": 10, |
| "command": [ |
| "/usr/bin/python3", |
| "-m", |
| "torch.distributed.run", |
| "--standalone", |
| "--nproc_per_node=2", |
| "/kaggle/temp/snn_runs/scripts/opt10_sfa_integer_train.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", |
| "--sfa-levels", |
| "4", |
| "--storm-reg", |
| "0.0" |
| ], |
| "flags": [ |
| "--sfa-levels", |
| "4", |
| "--storm-reg", |
| "0.0" |
| ], |
| "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": 536.7, |
| "sec_per_epoch": 5.37, |
| "started_utc": "2026-08-21T18:27:47.293535+00:00", |
| "finished_utc": "2026-08-21T18:36:44.007063+00:00", |
| "final_epoch_metrics": { |
| "epoch": 100, |
| "train_loss": 0.544059661241269, |
| "train_acc": 1.0, |
| "test_loss": 0.4149469164284793, |
| "test_acc": 0.8939393939393939, |
| "best_acc": 0.9128787878787878, |
| "spike_rates": [ |
| 0.11360712524722605, |
| 0.1559687177924549, |
| 0.13598895598860347, |
| 0.11574436461224276, |
| 0.1357234076542013 |
| ], |
| "spikes_per_sample": 489411.74066742085, |
| "wall_time_s": 2.4686477184295654, |
| "timestamp": "2026-08-21T18:33:56.387104+00:00" |
| }, |
| "best": { |
| "epoch": 89, |
| "test_acc": 0.9128787878787878 |
| }, |
| "event_driven": { |
| "event_driven_test_acc": 0.8939393939393939, |
| "synaptic_ops_per_inference": 679753988.7291666 |
| }, |
| "driver_version": 1, |
| "zip": { |
| "name": "opt10_D4_storm0.zip", |
| "files": 312, |
| "bytes": 1451057459, |
| "MB": 1451.1, |
| "sha256": "63dcef340f9dd7b93f7943aa57a435646e5ef5fb0b60345fb4eaa9fd8796c48e" |
| } |
| } |