{ "tag": "opt5_bitpack_reg1e-4", "script": "opt5_spkconv_bitpack.py", "script_sha256_16": "b51deb6b2fb1ccc1", "hf_folder": "opt5_spkconv_bitpack", "priority": 0, "note": "default", "phase": 2, "n_phases": 10, "command": [ "/usr/bin/python3", "-m", "torch.distributed.run", "--standalone", "--nproc_per_node=2", "/kaggle/temp/snn_runs/scripts/opt5_spkconv_bitpack.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", "--spkconv-eval", "--spike-reg", "1e-4" ], "flags": [ "--spkconv-eval", "--spike-reg", "1e-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": 384.8, "sec_per_epoch": 3.85, "started_utc": "2026-08-21T05:47:57.538100+00:00", "finished_utc": "2026-08-21T05:54:22.291924+00:00", "final_epoch_metrics": { "epoch": 100, "train_loss": 0.5727622387134452, "train_acc": 1.0, "test_loss": 0.3120917944294034, "test_acc": 0.9318181818181818, "best_acc": 0.946969696969697, "spike_rates": [ 0.10041111488552655, 0.11353117621996824, 0.11700044002603083, 0.12407227912369896, 0.1274114067063612 ], "spikes_per_sample": 408308.378959276, "wall_time_s": 2.4306554794311523, "timestamp": "2026-08-21T05:54:01.594271+00:00" }, "best": { "epoch": 97, "test_acc": 0.946969696969697 }, "event_driven": { "event_driven_test_acc": 0.9318181818181818, "synaptic_ops_per_inference": 257853389.0034722 }, "driver_version": 1, "zip": { "name": "opt5_bitpack_reg1e-4.zip", "files": 312, "bytes": 1442500177, "MB": 1442.5, "sha256": "af558fc497e16fb91309d8dd27ea50f8be4081f90112b18a432d633f268c10e2" } }