add run async_margin_4

applied/original/async_margin_4.summary.json

@@ -0,0 +1,102 @@
+{
+  "key": "original/async_margin_4",
+  "tag": "async_margin_4",
+  "script": "train_ssvep_event_snn.py",
+  "script_sha256_16": "a58fedb328a4ba57",
+  "hf_folder": "applied/original",
+  "priority": 2,
+  "note": "stricter asynchronous early-stop margin: later decisions, higher confidence -- the second point on the latency/accuracy curve",
+  "phase": 5,
+  "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/async_margin_4",
+    "--keep-epoch-weights",
+    "1",
+    "--resplit",
+    "block",
+    "--drop-rest",
+    "--decision-margin",
+    "4"
+  ],
+  "flags": [
+    "--decision-margin",
+    "4"
+  ],
+  "epochs_requested": 60,
+  "gpus": 2,
+  "relative_epoch_cost": 1.0,
+  "exit_code": 0,
+  "status": "ok",
+  "duration_s": 326.9,
+  "started_utc": "2026-08-23T04:40:57.746671+00:00",
+  "finished_utc": "2026-08-23T04:46:24.690716+00:00",
+  "optimization_summary": null,
+  "final_summary": {
+    "final_test_acc": 0.9478571428571428,
+    "final_test_target_acc": 0.9478571428571428,
+    "final_test_rest_recall": NaN,
+    "best_acc": 0.9442857142857143,
+    "best_epoch": 42,
+    "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": 0.9478571428571428,
+    "anytime_acc": {
+      "0.25": 0.6321428571428571,
+      "0.5": 0.85,
+      "0.75": 0.9142857142857143,
+      "1.0": 0.9478571428571428
+    },
+    "syn_per_inference": 64821100.2426948,
+    "dense_per_inference": 122675200.0,
+    "event_fraction_of_dense": 0.5283961244220087,
+    "num_ticks": 100,
+    "dt_ms": 50.0,
+    "margin_decision_acc": 0.6992857142857143,
+    "mean_decision_tick": 21.28857142857143,
+    "mean_decision_ms": 1064.4285714285716,
+    "dense_forward_test_acc": 0.9478571428571428
+  },
+  "extra_sweep_file_present": false,
+  "selftest": {
+    "mode": "gate",
+    "passed": true
+  },
+  "driver_version": 1,
+  "zip": {
+    "name": "async_margin_4.zip",
+    "files": 79,
+    "bytes": 12226993,
+    "MB": 12.2,
+    "sha256": "d111acebe5dbf4d2fc1ba7996062a9198d51e592aeb2baa5b3cec5bc3fca050a"
+  }
+}

applied/original/async_margin_4.zip

@@ -0,0 +1,3 @@
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+oid sha256:d111acebe5dbf4d2fc1ba7996062a9198d51e592aeb2baa5b3cec5bc3fca050a
+size 12226993