add run baseline_reference

applied/original/baseline_reference.summary.json

@@ -0,0 +1,97 @@
+{
+  "key": "original/baseline_reference",
+  "tag": "baseline_reference",
+  "script": "train_ssvep_event_snn.py",
+  "script_sha256_16": "a58fedb328a4ba57",
+  "hf_folder": "applied/original",
+  "priority": 0,
+  "note": "unmodified baseline trainer -- the reference for the whole study",
+  "phase": 1,
+  "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/baseline_reference",
+    "--keep-epoch-weights",
+    "1",
+    "--resplit",
+    "block",
+    "--drop-rest"
+  ],
+  "flags": [],
+  "epochs_requested": 60,
+  "gpus": 2,
+  "relative_epoch_cost": 1.0,
+  "exit_code": 0,
+  "status": "ok",
+  "duration_s": 576.1,
+  "started_utc": "2026-08-23T02:40:16.331951+00:00",
+  "finished_utc": "2026-08-23T02:49:52.475443+00:00",
+  "optimization_summary": null,
+  "final_summary": {
+    "final_test_acc": 0.9457142857142857,
+    "final_test_target_acc": 0.9457142857142857,
+    "final_test_rest_recall": NaN,
+    "best_acc": 0.9457142857142857,
+    "best_epoch": 58,
+    "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": 0.9457142857142857,
+    "anytime_acc": {
+      "0.25": 0.6228571428571429,
+      "0.5": 0.8557142857142858,
+      "0.75": 0.9192857142857143,
+      "1.0": 0.9457142857142857
+    },
+    "syn_per_inference": 64866752.58198052,
+    "dense_per_inference": 122675200.0,
+    "event_fraction_of_dense": 0.5287682643434086,
+    "num_ticks": 100,
+    "dt_ms": 50.0,
+    "margin_decision_acc": 0.4421428571428571,
+    "mean_decision_tick": 12.0,
+    "mean_decision_ms": 600.0000000000001,
+    "dense_forward_test_acc": 0.9457142857142857
+  },
+  "extra_sweep_file_present": false,
+  "selftest": {
+    "mode": "gate",
+    "passed": true
+  },
+  "driver_version": 1,
+  "zip": {
+    "name": "baseline_reference.zip",
+    "files": 79,
+    "bytes": 12229960,
+    "MB": 12.2,
+    "sha256": "dbfae2e27e7c61c5d2a5e5d1d0a60eeeb5cac65dca488af8d9e07e91fe8a6bf2"
+  }
+}

applied/original/baseline_reference.zip

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:dbfae2e27e7c61c5d2a5e5d1d0a60eeeb5cac65dca488af8d9e07e91fe8a6bf2
+size 12229960