| { |
| "tag": "opt10_D2_storm1e-3", |
| "script": "opt10_sfa_integer_train.py", |
| "script_sha256_16": "f2437693c3bf8491", |
| "hf_folder": "opt10_sfa_integer_train", |
| "priority": 1, |
| "note": "", |
| "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", |
| "2", |
| "--storm-reg", |
| "1e-3" |
| ], |
| "flags": [ |
| "--sfa-levels", |
| "2", |
| "--storm-reg", |
| "1e-3" |
| ], |
| "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": 508.8, |
| "sec_per_epoch": 5.09, |
| "started_utc": "2026-08-21T18:06:19.142668+00:00", |
| "finished_utc": "2026-08-21T18:14:47.900934+00:00", |
| "final_epoch_metrics": { |
| "epoch": 100, |
| "train_loss": 0.5512070385496856, |
| "train_acc": 1.0, |
| "test_loss": 0.4087527213674603, |
| "test_acc": 0.8977272727272727, |
| "best_acc": 0.9242424242424242, |
| "spike_rates": [ |
| 0.09429091960191727, |
| 0.15418242181048675, |
| 0.1328944511273328, |
| 0.10315587196279974, |
| 0.1117944160805029 |
| ], |
| "spikes_per_sample": 443555.82282239816, |
| "wall_time_s": 2.6165688037872314, |
| "timestamp": "2026-08-21T18:12:43.650504+00:00" |
| }, |
| "best": { |
| "epoch": 47, |
| "test_acc": 0.9242424242424242 |
| }, |
| "event_driven": { |
| "event_driven_test_acc": 0.8977272727272727, |
| "synaptic_ops_per_inference": 621984380.4201388 |
| }, |
| "driver_version": 1, |
| "zip": { |
| "name": "opt10_D2_storm1e-3.zip", |
| "files": 312, |
| "bytes": 1450528878, |
| "MB": 1450.5, |
| "sha256": "18e93b8fea7bc2b67f46b88239d5673f297d99f67ef859e1d53fc988cc1646ff" |
| } |
| } |
