add run control_baseline

applied/opt02_seenn_bayes/control_baseline.summary.json

@@ -0,0 +1,221 @@
+{
+  "key": "opt02_seenn_bayes/control_baseline",
+  "tag": "control_baseline",
+  "script": "opt02_seenn_bayes.py",
+  "script_sha256_16": "dd4f650ca0b36f6e",
+  "hf_folder": "applied/opt02_seenn_bayes",
+  "priority": 0,
+  "note": "control: no IC head, no early exit",
+  "phase": 1,
+  "n_phases": 10,
+  "method": "harmonic_matched",
+  "command": [
+    "/usr/bin/python3",
+    "-m",
+    "torch.distributed.run",
+    "--standalone",
+    "--nproc_per_node=2",
+    "/kaggle/working/scripts/opt02_seenn_bayes.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/opt02_seenn_bayes/control_baseline",
+    "--keep-epoch-weights",
+    "1",
+    "--resplit",
+    "block",
+    "--drop-rest",
+    "--bench",
+    "--baseline"
+  ],
+  "flags": [
+    "--baseline"
+  ],
+  "epochs_requested": 60,
+  "gpus": 2,
+  "relative_epoch_cost": 1.0,
+  "exit_code": 0,
+  "status": "ok",
+  "duration_s": 320.9,
+  "started_utc": "2026-08-23T03:02:51.337217+00:00",
+  "finished_utc": "2026-08-23T03:08:12.260900+00:00",
+  "optimization_summary": {
+    "optimization": "seenn_early_exit_bayesian_fusion",
+    "research_section": "2. Temporal-dimension reduction",
+    "reference": "SEENN: Towards Temporal Spiking Early-Exit Neural Networks, arXiv:2304.01230 (NeurIPS 2023); BayesianSpikeFusion, Front. Neurosci. 2024 (PMC11330889)",
+    "script": "opt02_seenn_bayes.py",
+    "baseline_mode": true,
+    "method": "harmonic_matched",
+    "accuracy": {
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+      "test_target_acc": 0.9421428571428572,
+      "best_val_acc": 0.9464285714285714
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+    "efficiency": {
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+      "event_fraction_of_dense": 0.026449612234414294,
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+      "num_ticks": 100,
+      "membrane_bytes_per_inference": 451200,
+      "weight_bytes": 4907008,
+      "input_raster_bytes": null,
+      "train_ms_per_step": 91.90045595169067,
+      "infer_ms_per_sample": 0.6131382294036635,
+      "peak_vram_mb": 10744.00512
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+    "optimization_specific": {
+      "seenn_enabled": false,
+      "bayes_fusion_enabled": false,
+      "conf_threshold": 0.9,
+      "conf_temp": 2.0,
+      "anytime_fracs": "1.0",
+      "anytime_weights": "1.0",
+      "ic_loss_weight": 0.0,
+      "ic_layer": 0,
+      "mean_exit_tick": null,
+      "mean_exit_ms": null,
+      "ticks_saved_frac": null,
+      "exit_tick_histogram": null,
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+      "acc_fused": 0.9421428571428572,
+      "acc_early_exit": null,
+      "syn_ops_saved_frac": null,
+      "syn_per_inference_early_exit": null,
+      "anytime_acc": {
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+        "0.75": 0.9164285714285715,
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+      "pareto": null
+    },
+    "config": {
+      "method": "harmonic_matched",
+      "data_root": "/kaggle/working/data",
+      "subjects": "",
+      "blocks": "",
+      "limit": 0,
+      "drop_rest": true,
+      "resplit": "block",
+      "test_blocks": "6",
+      "class_weight": false,
+      "epochs": 60,
+      "batch_size": 64,
+      "lr": 0.002,
+      "weight_decay": 0.0005,
+      "grad_clip": 5.0,
+      "num_bins": 100,
+      "window_sec": 5.0,
+      "hidden": "512,256",
+      "freq_groups": 8,
+      "dropout": 0.3,
+      "spike_drop": 0.1,
+      "time_jitter": 2,
+      "label_smoothing": 0.05,
+      "no_batchnorm": false,
+      "binary_input": false,
+      "beta": 1.0,
+      "thresh": 1.0,
+      "window": 0.5,
+      "gain": 1.0,
+      "alpha": 0.9,
+      "readout": "spikecount",
+      "fake_quant": 0,
+      "amp": false,
+      "spike_reg": 0.0,
+      "event_eval": true,
+      "decision_margin": 2.0,
+      "export": false,
+      "seed": 1234,
+      "baseline": true,
+      "bench": true,
+      "bench_warmup": 10,
+      "bench_iters": 50,
+      "bench_train_steps": 20,
+      "anytime_fracs": "0.25,0.5,1.0",
+      "anytime_weights": "0.3,0.3,1.0",
+      "ic_layer": 0,
+      "ic_loss_weight": 0.3,
+      "bayes_fusion": false,
+      "fusion_prior_weight": 1.0,
+      "conf_threshold": 0.9,
+      "conf_temp": 2.0,
+      "conf_sweep": "0.5,0.7,0.8,0.9,0.95,0.99",
+      "hub_dir": "/kaggle/working/hub/opt02_seenn_bayes/control_baseline",
+      "repo_id": "UWU-R-13/SSVEP-SNN",
+      "push_hf": false,
+      "keep_epoch_weights": 1,
+      "no_resume": true,
+      "selftest": false,
+      "sampling_rate": 250.0
+    }
+  },
+  "final_summary": {
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+    "final_test_rest_recall": NaN,
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+    "epochs": 60,
+    "method": "harmonic_matched",
+    "n_in": 2880,
+    "n_classes": 40,
+    "num_bins": 100
+  },
+  "event_driven_summary": {
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+    "dt_ms": 50.0,
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+    "mean_decision_tick": 12.099285714285715,
+    "mean_decision_ms": 604.9642857142859,
+    "dense_forward_test_acc": 0.9421428571428572
+  },
+  "extra_sweep_file_present": false,
+  "selftest": {
+    "mode": "gate",
+    "passed": true
+  },
+  "driver_version": 1,
+  "zip": {
+    "name": "control_baseline.zip",
+    "files": 80,
+    "bytes": 12251539,
+    "MB": 12.3,
+    "sha256": "7e217471fe06675f01d799cc760f6565432d57e42b13f0c8e1d11077507709cf"
+  }
+}

applied/opt02_seenn_bayes/control_baseline.zip

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