From cd99d6b874d9d09b3bb87b8485cc787885af71f1 Mon Sep 17 00:00:00 2001
From: YurenHao0426 <blackhao0426@gmail.com>
Date: Tue, 13 Jan 2026 23:49:05 -0600
Subject: init commit

---
 runs/test_output/20251227-055553/config.json  |  20 ++++
 runs/test_output/20251227-055553/results.json | 162 ++++++++++++++++++++++++++
 2 files changed, 182 insertions(+)
 create mode 100644 runs/test_output/20251227-055553/config.json
 create mode 100644 runs/test_output/20251227-055553/results.json

(limited to 'runs/test_output/20251227-055553')

diff --git a/runs/test_output/20251227-055553/config.json b/runs/test_output/20251227-055553/config.json
new file mode 100644
index 0000000..5ccd60f
--- /dev/null
+++ b/runs/test_output/20251227-055553/config.json
@@ -0,0 +1,20 @@
+{
+  "depths": [
+    1,
+    2,
+    4
+  ],
+  "hidden_dim": 64,
+  "epochs": 2,
+  "lr": 0.001,
+  "lambda_reg": 0.1,
+  "lambda_target": 0.0,
+  "lyap_eps": 0.0001,
+  "beta": 0.9,
+  "seed": 42,
+  "synthetic": true,
+  "cfg": "data_io/configs/shd.yaml",
+  "out_dir": "runs/test_output",
+  "device": "cuda",
+  "no_progress": true
+}
\ No newline at end of file
diff --git a/runs/test_output/20251227-055553/results.json b/runs/test_output/20251227-055553/results.json
new file mode 100644
index 0000000..8d77cc0
--- /dev/null
+++ b/runs/test_output/20251227-055553/results.json
@@ -0,0 +1,162 @@
+{
+  "vanilla": {
+    "1": [
+      {
+        "epoch": 1,
+        "train_loss": 3.63611528468132,
+        "train_acc": 0.4395,
+        "val_loss": 0.3441817893981934,
+        "val_acc": 0.892,
+        "lyapunov": null,
+        "grad_norm": 6.684646466531827,
+        "firing_rate": 0.0501896656351164,
+        "dead_neurons": 0.0634765625,
+        "time_sec": 1.4154746532440186
+      },
+      {
+        "epoch": 2,
+        "train_loss": 0.11478448428213596,
+        "train_acc": 0.979,
+        "val_loss": 0.0251090137809515,
+        "val_acc": 0.998,
+        "lyapunov": null,
+        "grad_norm": 0.9868205501387588,
+        "firing_rate": 0.04863281128928065,
+        "dead_neurons": 0.14501953125,
+        "time_sec": 1.124629259109497
+      }
+    ],
+    "2": [
+      {
+        "epoch": 1,
+        "train_loss": 1.0799804039001464,
+        "train_acc": 0.669,
+        "val_loss": 0.13135542356967925,
+        "val_acc": 0.99,
+        "lyapunov": null,
+        "grad_norm": 2.52630685037553,
+        "firing_rate": 0.024484404711984098,
+        "dead_neurons": 0.17333984375,
+        "time_sec": 2.123649835586548
+      },
+      {
+        "epoch": 2,
+        "train_loss": 0.030569396341219544,
+        "train_acc": 0.9985,
+        "val_loss": 0.004331342689692974,
+        "val_acc": 1.0,
+        "lyapunov": null,
+        "grad_norm": 0.24447100537157782,
+        "firing_rate": 0.05747787351720035,
+        "dead_neurons": 0.16064453125,
+        "time_sec": 2.126903533935547
+      }
+    ],
+    "4": [
+      {
+        "epoch": 1,
+        "train_loss": 1.8098584995269775,
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+        "val_loss": 1.222405834197998,
+        "val_acc": 0.58,
+        "lyapunov": null,
+        "grad_norm": 1.3608689005809804,
+        "firing_rate": 0.006725768871547189,
+        "dead_neurons": 0.505859375,
+        "time_sec": 4.204299449920654
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+      {
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+        "time_sec": 4.135045528411865
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+  },
+  "lyapunov": {
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+    "4": [
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+        "val_loss": 0.3800765242576599,
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+        "dead_neurons": 0.27001953125,
+        "time_sec": 9.936922550201416
+      }
+    ]
+  }
+}
\ No newline at end of file
-- 
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