{ "tag": "opt10_D4_storm1e-3", "script": "opt10_sfa_integer_train.py", "script_sha256_16": "f2437693c3bf8491", "hf_folder": "opt10_sfa_integer_train", "priority": 0, "note": "default", "phase": 3, "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", "1e-3" ], "flags": [ "--sfa-levels", "4", "--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": 572.1, "sec_per_epoch": 5.72, "started_utc": "2026-08-21T07:33:37.701841+00:00", "finished_utc": "2026-08-21T07:43:09.796503+00:00", "final_epoch_metrics": { "epoch": 100, "train_loss": 0.5487018768229006, "train_acc": 1.0, "test_loss": 0.4458513323104743, "test_acc": 0.8636363636363636, "best_acc": 0.8863636363636364, "spike_rates": [ 0.11317529836121727, 0.1686732067781336, 0.13243407361647663, 0.1013226197922931, 0.13548078607110417 ], "spikes_per_sample": 498072.4602658371, "wall_time_s": 2.6988906860351562, "timestamp": "2026-08-21T07:40:07.868383+00:00" }, "best": { "epoch": 47, "test_acc": 0.8863636363636364 }, "event_driven": { "event_driven_test_acc": 0.8636363636363636, "synaptic_ops_per_inference": 680666159.8159722 }, "driver_version": 1, "zip": { "name": "opt10_D4_storm1e-3.zip", "files": 312, "bytes": 1451624763, "MB": 1451.6, "sha256": "b03c209266e622aa2e3ccd9692718af5a121f04fdb4c61fb4a6f11837d35f4b6" } }