SSVEN_pasqwerty / applied /original /native_ticks.summary.json
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{
"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"
}
}