init commit

3 files changed, 222 insertions, 0 deletions

diff --git a/runs/scaled_grid/depth12_results.json b/runs/scaled_grid/depth12_results.json
new file mode 100644
index 0000000..798cb99
--- /dev/null
+++ b/runs/scaled_grid/depth12_results.json
@@ -0,0 +1,74 @@
+[
+  {
+    "depth": 12,
+    "reg_type": "mult_linear",
+    "lambda_reg": 0.0005,
+    "vanilla_acc": 0.4564,
+    "lyapunov_acc": 0.011,
+    "final_lyap": 1.6214245362659854,
+    "delta": -0.44539999999999996
+  },
+  {
+    "depth": 12,
+    "reg_type": "mult_log",
+    "lambda_reg": 0.0005,
+    "vanilla_acc": 0.477,
+    "lyapunov_acc": 0.013,
+    "final_lyap": 1.566410017135503,
+    "delta": -0.46399999999999997
+  },
+  {
+    "depth": 12,
+    "reg_type": "mult_linear",
+    "lambda_reg": 0.001,
+    "vanilla_acc": 0.489,
+    "lyapunov_acc": 0.0121,
+    "final_lyap": 1.6043466122254082,
+    "delta": -0.4769
+  },
+  {
+    "depth": 12,
+    "reg_type": "mult_log",
+    "lambda_reg": 0.001,
+    "vanilla_acc": 0.438,
+    "lyapunov_acc": 0.0182,
+    "final_lyap": 1.602168667346925,
+    "delta": -0.4198
+  },
+  {
+    "depth": 12,
+    "reg_type": "mult_linear",
+    "lambda_reg": 0.002,
+    "vanilla_acc": 0.4852,
+    "lyapunov_acc": 0.0152,
+    "final_lyap": 1.5964112794002914,
+    "delta": -0.47000000000000003
+  },
+  {
+    "depth": 12,
+    "reg_type": "mult_log",
+    "lambda_reg": 0.002,
+    "vanilla_acc": 0.4695,
+    "lyapunov_acc": 0.0112,
+    "final_lyap": 1.6130932478038855,
+    "delta": -0.4583
+  },
+  {
+    "depth": 12,
+    "reg_type": "mult_linear",
+    "lambda_reg": 0.005,
+    "vanilla_acc": 0.4686,
+    "lyapunov_acc": 0.0127,
+    "final_lyap": 1.6002793930985433,
+    "delta": -0.4559
+  },
+  {
+    "depth": 12,
+    "reg_type": "mult_log",
+    "lambda_reg": 0.005,
+    "vanilla_acc": 0.4629,
+    "lyapunov_acc": 0.0173,
+    "final_lyap": 1.6022564599581082,
+    "delta": -0.4456
+  }
+]
\ No newline at end of file
diff --git a/runs/scaled_grid/depth4_results.json b/runs/scaled_grid/depth4_results.json
new file mode 100644
index 0000000..08cc824
--- /dev/null
+++ b/runs/scaled_grid/depth4_results.json
@@ -0,0 +1,74 @@
+[
+  {
+    "depth": 4,
+    "reg_type": "mult_linear",
+    "lambda_reg": 0.0005,
+    "vanilla_acc": 0.6218,
+    "lyapunov_acc": 0.6261,
+    "final_lyap": 1.8550749617769284,
+    "delta": 0.0042999999999999705
+  },
+  {
+    "depth": 4,
+    "reg_type": "mult_log",
+    "lambda_reg": 0.0005,
+    "vanilla_acc": 0.6274,
+    "lyapunov_acc": 0.6257,
+    "final_lyap": 1.8731456775494548,
+    "delta": -0.0016999999999999238
+  },
+  {
+    "depth": 4,
+    "reg_type": "mult_linear",
+    "lambda_reg": 0.001,
+    "vanilla_acc": 0.6246,
+    "lyapunov_acc": 0.6266,
+    "final_lyap": 1.8684821153235862,
+    "delta": 0.0020000000000000018
+  },
+  {
+    "depth": 4,
+    "reg_type": "mult_log",
+    "lambda_reg": 0.001,
+    "vanilla_acc": 0.6227,
+    "lyapunov_acc": 0.6295,
+    "final_lyap": 1.8498379275621966,
+    "delta": 0.006799999999999917
+  },
+  {
+    "depth": 4,
+    "reg_type": "mult_linear",
+    "lambda_reg": 0.002,
+    "vanilla_acc": 0.6239,
+    "lyapunov_acc": 0.6225,
+    "final_lyap": 1.857148877190202,
+    "delta": -0.0013999999999999568
+  },
+  {
+    "depth": 4,
+    "reg_type": "mult_log",
+    "lambda_reg": 0.002,
+    "vanilla_acc": 0.6263,
+    "lyapunov_acc": 0.6256,
+    "final_lyap": 1.8521263358538107,
+    "delta": -0.0006999999999999229
+  },
+  {
+    "depth": 4,
+    "reg_type": "mult_linear",
+    "lambda_reg": 0.005,
+    "vanilla_acc": 0.6225,
+    "lyapunov_acc": 0.6247,
+    "final_lyap": 1.8505821307296948,
+    "delta": 0.0021999999999999797
+  },
+  {
+    "depth": 4,
+    "reg_type": "mult_log",
+    "lambda_reg": 0.005,
+    "vanilla_acc": 0.6209,
+    "lyapunov_acc": 0.6283,
+    "final_lyap": 1.85115134228221,
+    "delta": 0.007399999999999962
+  }
+]
\ No newline at end of file
diff --git a/runs/scaled_grid/depth8_results.json b/runs/scaled_grid/depth8_results.json
new file mode 100644
index 0000000..5688df9
--- /dev/null
+++ b/runs/scaled_grid/depth8_results.json
@@ -0,0 +1,74 @@
+[
+  {
+    "depth": 8,
+    "reg_type": "mult_linear",
+    "lambda_reg": 0.0005,
+    "vanilla_acc": 0.598,
+    "lyapunov_acc": 0.1211,
+    "final_lyap": 1.6667386299508917,
+    "delta": -0.4769
+  },
+  {
+    "depth": 8,
+    "reg_type": "mult_log",
+    "lambda_reg": 0.0005,
+    "vanilla_acc": 0.6001,
+    "lyapunov_acc": 0.1496,
+    "final_lyap": 2.8280510804842196,
+    "delta": -0.45049999999999996
+  },
+  {
+    "depth": 8,
+    "reg_type": "mult_linear",
+    "lambda_reg": 0.001,
+    "vanilla_acc": 0.6135,
+    "lyapunov_acc": 0.0416,
+    "final_lyap": 1.6417268728051344,
+    "delta": -0.5719000000000001
+  },
+  {
+    "depth": 8,
+    "reg_type": "mult_log",
+    "lambda_reg": 0.001,
+    "vanilla_acc": 0.614,
+    "lyapunov_acc": 0.0284,
+    "final_lyap": 1.7420761701091172,
+    "delta": -0.5856
+  },
+  {
+    "depth": 8,
+    "reg_type": "mult_linear",
+    "lambda_reg": 0.002,
+    "vanilla_acc": 0.6013,
+    "lyapunov_acc": 0.0124,
+    "final_lyap": 1.5505759414199674,
+    "delta": -0.5889
+  },
+  {
+    "depth": 8,
+    "reg_type": "mult_log",
+    "lambda_reg": 0.002,
+    "vanilla_acc": 0.6151,
+    "lyapunov_acc": 0.034,
+    "final_lyap": 1.650208347593732,
+    "delta": -0.5811
+  },
+  {
+    "depth": 8,
+    "reg_type": "mult_linear",
+    "lambda_reg": 0.005,
+    "vanilla_acc": 0.5899,
+    "lyapunov_acc": 0.0131,
+    "final_lyap": 1.551591167364584,
+    "delta": -0.5768
+  },
+  {
+    "depth": 8,
+    "reg_type": "mult_log",
+    "lambda_reg": 0.005,
+    "vanilla_acc": 0.6099,
+    "lyapunov_acc": 0.014,
+    "final_lyap": 1.5811159315011691,
+    "delta": -0.5959
+  }
+]
\ No newline at end of file