SSVEN_pasqwerty / applied /original /binary_input.summary.json
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{
"key": "original/binary_input",
"tag": "binary_input",
"script": "train_ssvep_event_snn.py",
"script_sha256_16": "a58fedb328a4ba57",
"hf_folder": "applied/original",
"priority": 1,
"note": "binary event occupancy instead of graded per-tick counts (what an event line actually carries)",
"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/binary_input",
"--keep-epoch-weights",
"1",
"--resplit",
"block",
"--drop-rest",
"--binary-input"
],
"flags": [
"--binary-input"
],
"epochs_requested": 60,
"gpus": 2,
"relative_epoch_cost": 1.0,
"exit_code": 0,
"status": "ok",
"duration_s": 420.2,
"started_utc": "2026-08-23T05:30:21.418936+00:00",
"finished_utc": "2026-08-23T05:37:21.596863+00:00",
"optimization_summary": null,
"final_summary": {
"final_test_acc": 0.9264285714285714,
"final_test_target_acc": 0.9264285714285714,
"final_test_rest_recall": NaN,
"best_acc": 0.9228571428571428,
"best_epoch": 49,
"resplit": "block",
"class_weight": false,
"drop_rest": true,
"epochs": 60,
"method": "harmonic_matched",
"n_in": 2880,
"n_classes": 40,
"num_bins": 100
},
"event_driven_summary": {
"acc": 0.9264285714285714,
"anytime_acc": {
"0.25": 0.5328571428571428,
"0.5": 0.78,
"0.75": 0.8871428571428571,
"1.0": 0.9264285714285714
},
"syn_per_inference": 25134749.38474026,
"dense_per_inference": 122675200.0,
"event_fraction_of_dense": 0.20488859512550425,
"num_ticks": 100,
"dt_ms": 50.0,
"margin_decision_acc": 0.3335714285714286,
"mean_decision_tick": 12.399285714285714,
"mean_decision_ms": 619.9642857142858,
"dense_forward_test_acc": 0.9264285714285714
},
"extra_sweep_file_present": false,
"selftest": {
"mode": "gate",
"passed": true
},
"driver_version": 1,
"zip": {
"name": "binary_input.zip",
"files": 79,
"bytes": 12213716,
"MB": 12.2,
"sha256": "7d53b09c3e1e67f17bf70ec92b9d19a28af1d43f5a5cc96430dc282c4446a8e9"
}
}