{ "tag": "opt2_conf0.30_margin", "script": "opt2_seenn_early_exit.py", "script_sha256_16": "da54b7848eb494df", "hf_folder": "opt2_seenn_early_exit", "priority": 0, "note": "default setting", "phase": 1, "n_phases": 10, "command": [ "/usr/bin/python3", "-m", "torch.distributed.run", "--standalone", "--nproc_per_node=2", "/kaggle/temp/snn_runs/scripts/opt2_seenn_early_exit.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", "--seenn-conf", "0.30" ], "flags": [ "--seenn-conf", "0.30" ], "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": 368.1, "sec_per_epoch": 3.68, "started_utc": "2026-08-21T04:48:44.765724+00:00", "finished_utc": "2026-08-21T04:54:52.820405+00:00", "final_epoch_metrics": { "epoch": 100, "train_loss": 1.3136798989817113, "train_acc": 1.0, "test_loss": 0.2684582115122766, "test_acc": 0.946969696969697, "best_acc": 0.9545454545454546, "spike_rates": [ 0.07597902811625425, 0.11111223390873741, 0.10930308962569517, 0.14794324163128347, 0.148638574516072 ], "spikes_per_sample": 353800.79722850677, "wall_time_s": 2.321458339691162, "timestamp": "2026-08-21T04:54:35.939843+00:00" }, "best": { "epoch": 83, "test_acc": 0.9545454545454546 }, "event_driven": { "event_driven_test_acc": 0.946969696969697, "synaptic_ops_per_inference": 259350702.7534722 }, "driver_version": 1, "zip": { "name": "opt2_conf0.30_margin.zip", "files": 313, "bytes": 1444812488, "MB": 1444.8, "sha256": "6b287fd73f89a64471f2df480e740fb723b1c1bd2774058588ef5b149cf574a4" } }