Update eval_results.json with 16-way Classical Geometric, Symplectic & Toroidal optimizer ablation

eval_results.json

@@ -130,5 +130,117 @@
       "stsb_test_spearman_after": 0.6197,
       "stsb_test_pearson_after": 0.6304
     }
+  },
+  "optimizer_ablations_16way": {
+    "symplectic_adam": {
+      "s1_dev_spearman": 0.6198,
+      "stsb_dev_spearman_after": 0.736,
+      "stsb_dev_pearson_after": 0.7087,
+      "stsb_test_spearman_after": 0.6516,
+      "stsb_test_pearson_after": 0.6564,
+      "rocm_elapsed_sec": 243.28
+    },
+    "polar_natural_adam": {
+      "stsb_dev_spearman_after": 0.7262,
+      "stsb_dev_pearson_after": 0.702,
+      "stsb_test_spearman_after": 0.6471,
+      "stsb_test_pearson_after": 0.6494
+    },
+    "gyric_adam": {
+      "s1_dev_spearman": 0.6221,
+      "stsb_dev_spearman_after": 0.7304,
+      "stsb_dev_pearson_after": 0.7023,
+      "stsb_test_spearman_after": 0.6455,
+      "stsb_test_pearson_after": 0.6503,
+      "rocm_elapsed_sec": 419.85
+    },
+    "huygens_adam": {
+      "s1_dev_spearman": 0.6383,
+      "stsb_dev_spearman_after": 0.7295,
+      "stsb_dev_pearson_after": 0.7035,
+      "stsb_test_spearman_after": 0.642,
+      "stsb_test_pearson_after": 0.6469,
+      "rocm_elapsed_sec": 331.8
+    },
+    "hessian_pair_adam_1x_coupling": {
+      "stsb_dev_spearman_after": 0.7242,
+      "stsb_dev_pearson_after": 0.6876,
+      "stsb_test_spearman_after": 0.6337,
+      "stsb_test_pearson_after": 0.6369
+    },
+    "beltrami_adam": {
+      "s1_dev_spearman": 0.6337,
+      "stsb_dev_spearman_after": 0.7363,
+      "stsb_dev_pearson_after": 0.7068,
+      "stsb_test_spearman_after": 0.6333,
+      "stsb_test_pearson_after": 0.6328,
+      "rocm_elapsed_sec": 321.44
+    },
+    "hannay_adam": {
+      "s1_dev_spearman": 0.6115,
+      "stsb_dev_spearman_after": 0.7257,
+      "stsb_dev_pearson_after": 0.699,
+      "stsb_test_spearman_after": 0.6333,
+      "stsb_test_pearson_after": 0.633,
+      "rocm_elapsed_sec": 239.35
+    },
+    "rotor_adam": {
+      "stsb_dev_spearman_after": 0.7322,
+      "stsb_dev_pearson_after": 0.7099,
+      "stsb_test_spearman_after": 0.6329,
+      "stsb_test_pearson_after": 0.6309
+    },
+    "toroidal_lion": {
+      "stsb_dev_spearman_after": 0.7289,
+      "stsb_dev_pearson_after": 0.697,
+      "stsb_test_spearman_after": 0.6319,
+      "stsb_test_pearson_after": 0.6341
+    },
+    "adamw": {
+      "stsb_dev_spearman_after": 0.7289,
+      "stsb_test_spearman_after": 0.6317,
+      "stsb_test_pearson_after": 0.6372
+    },
+    "poncelet_adam": {
+      "s1_dev_spearman": 0.6262,
+      "stsb_dev_spearman_after": 0.7275,
+      "stsb_dev_pearson_after": 0.6987,
+      "stsb_test_spearman_after": 0.6315,
+      "stsb_test_pearson_after": 0.6374,
+      "rocm_elapsed_sec": 267.34
+    },
+    "hessian_pair_adam_3x_coupling": {
+      "stsb_dev_spearman_after": 0.7278,
+      "stsb_dev_pearson_after": 0.6917,
+      "stsb_test_spearman_after": 0.6288,
+      "stsb_test_pearson_after": 0.6316
+    },
+    "cyclide_adam": {
+      "s1_dev_spearman": 0.6255,
+      "stsb_dev_spearman_after": 0.7368,
+      "stsb_dev_pearson_after": 0.7179,
+      "stsb_test_spearman_after": 0.6287,
+      "stsb_test_pearson_after": 0.6476,
+      "rocm_elapsed_sec": 380.42
+    },
+    "rindler_adam": {
+      "s1_dev_spearman": 0.6208,
+      "stsb_dev_spearman_after": 0.7318,
+      "stsb_dev_pearson_after": 0.7069,
+      "stsb_test_spearman_after": 0.6264,
+      "stsb_test_pearson_after": 0.6353,
+      "rocm_elapsed_sec": 271.68
+    },
+    "pair_adam_3x_coupling": {
+      "stsb_dev_spearman_after": 0.7179,
+      "stsb_test_spearman_after": 0.6242,
+      "stsb_test_pearson_after": 0.633
+    },
+    "toroidal_muon": {
+      "stsb_dev_spearman_after": 0.7361,
+      "stsb_dev_pearson_after": 0.7105,
+      "stsb_test_spearman_after": 0.6197,
+      "stsb_test_pearson_after": 0.6304
+    }
   }
-}
+}