Invalid JSON:Unexpected token 'N', ..."_recall": NaN,
""... is not valid JSON
| { | |
| "key": "original/native_ticks", | |
| "tag": "native_ticks", | |
| "script": "train_ssvep_event_snn.py", | |
| "script_sha256_16": "c3d74f2857990e06", | |
| "hf_folder": "applied/original", | |
| "priority": 2, | |
| "note": "NATIVE resolution (dt = source sample period ~4ms, T ~ 500) -- no down-clocking below what the recording supports; ~5x an epoch", | |
| "phase": 6, | |
| "n_phases": 10, | |
| "method": "harmonic_matched", | |
| "command": [ | |
| "/usr/bin/python3", | |
| "-m", | |
| "torch.distributed.run", | |
| "--standalone", | |
| "--nproc_per_node=2", | |
| "/kaggle/working/scripts/train_ssvep_event_snn.py", | |
| "--method", | |
| "harmonic_matched", | |
| "--data-root", | |
| "/kaggle/working/data", | |
| "--epochs", | |
| "60", | |
| "--seed", | |
| "1234", | |
| "--batch-size", | |
| "64", | |
| "--event-eval", | |
| "--no-resume", | |
| "--decision-margin", | |
| "2.0", | |
| "--hub-dir", | |
| "/kaggle/working/hub/train_ssvep_event_snn/native_ticks", | |
| "--keep-epoch-weights", | |
| "1", | |
| "--resplit", | |
| "block", | |
| "--drop-rest", | |
| "--num-bins", | |
| "0" | |
| ], | |
| "flags": [ | |
| "--num-bins", | |
| "0" | |
| ], | |
| "epochs_requested": 60, | |
| "gpus": 2, | |
| "relative_epoch_cost": 5.0, | |
| "exit_code": 0, | |
| "status": "ok", | |
| "duration_s": 4667.6, | |
| "started_utc": "2026-08-23T23:17:39.715253+00:00", | |
| "finished_utc": "2026-08-24T00:35:27.358104+00:00", | |
| "optimization_summary": null, | |
| "final_summary": { | |
| "final_test_acc": 0.9378571428571428, | |
| "final_test_target_acc": 0.9378571428571428, | |
| "final_test_rest_recall": NaN, | |
| "best_acc": 0.9407142857142857, | |
| "best_epoch": 51, | |
| "resplit": "block", | |
| "class_weight": false, | |
| "drop_rest": true, | |
| "epochs": 60, | |
| "method": "harmonic_matched", | |
| "n_in": 2880, | |
| "n_classes": 40, | |
| "num_bins": 1250 | |
| }, | |
| "event_driven_summary": { | |
| "acc": 0.9378571428571428, | |
| "anytime_acc": { | |
| "0.25": 0.6178571428571429, | |
| "0.5": 0.8378571428571429, | |
| "0.75": 0.915, | |
| "1.0": 0.9378571428571428 | |
| }, | |
| "syn_per_inference": 73254111.33522727, | |
| "dense_per_inference": 1533440000.0, | |
| "event_fraction_of_dense": 0.04777109722925401, | |
| "num_ticks": 1250, | |
| "dt_ms": 4.0, | |
| "margin_decision_acc": 0.10857142857142857, | |
| "mean_decision_tick": 13.288571428571428, | |
| "mean_decision_ms": 53.15428571428571, | |
| "dense_forward_test_acc": 0.9378571428571428 | |
| }, | |
| "extra_sweep_file_present": false, | |
| "selftest": { | |
| "mode": "gate", | |
| "passed": true | |
| }, | |
| "driver_version": 1, | |
| "zip": { | |
| "name": "native_ticks.zip", | |
| "files": 79, | |
| "bytes": 12255444, | |
| "MB": 12.3, | |
| "sha256": "d1e4e901bf27e656130363ab775bf2d35142b6ded684927e519dc744b415afc6" | |
| } | |
| } |