SSVEN_pasqwerty / applied /original /T_200.summary.json
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{
"key": "original/T_200",
"tag": "T_200",
"script": "train_ssvep_event_snn.py",
"script_sha256_16": "a58fedb328a4ba57",
"hf_folder": "applied/original",
"priority": 1,
"note": "double the tick budget: finer dt, 2x the sequential work",
"phase": 2,
"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/T_200",
"--keep-epoch-weights",
"1",
"--resplit",
"block",
"--drop-rest",
"--num-bins",
"200"
],
"flags": [
"--num-bins",
"200"
],
"epochs_requested": 60,
"gpus": 2,
"relative_epoch_cost": 2.0,
"exit_code": 0,
"status": "ok",
"duration_s": 742.4,
"started_utc": "2026-08-23T05:03:37.460982+00:00",
"finished_utc": "2026-08-23T05:15:59.892854+00:00",
"optimization_summary": null,
"final_summary": {
"final_test_acc": 0.9421428571428572,
"final_test_target_acc": 0.9421428571428572,
"final_test_rest_recall": NaN,
"best_acc": 0.945,
"best_epoch": 48,
"resplit": "block",
"class_weight": false,
"drop_rest": true,
"epochs": 60,
"method": "harmonic_matched",
"n_in": 2880,
"n_classes": 40,
"num_bins": 200
},
"event_driven_summary": {
"acc": 0.9421428571428572,
"anytime_acc": {
"0.25": 0.6278571428571429,
"0.5": 0.8435714285714285,
"0.75": 0.9142857142857143,
"1.0": 0.9421428571428572
},
"syn_per_inference": 65954889.61282468,
"dense_per_inference": 245350400.0,
"event_fraction_of_dense": 0.26881916480602713,
"num_ticks": 200,
"dt_ms": 25.0,
"margin_decision_acc": 0.275,
"mean_decision_tick": 12.849285714285715,
"mean_decision_ms": 321.2321428571429,
"dense_forward_test_acc": 0.9421428571428572
},
"extra_sweep_file_present": false,
"selftest": {
"mode": "gate",
"passed": true
},
"driver_version": 1,
"zip": {
"name": "T_200.zip",
"files": 79,
"bytes": 12232561,
"MB": 12.2,
"sha256": "1a74156044ba7f177111c53e0c06d8ee86b522f3ed17177392dce9261bd13c4c"
}
}