exp: 轮次37——K-MF 方案核查：Eq.7 抄法不动点不自洽(1.87×)，一步输出比自身2段采样离老师远10倍

2026-10-20 21:38:40 +08:00
parent 349814db7e
commit a4cac354ea
4 changed files with 457 additions and 1 deletions
@@ -0,0 +1,97 @@
+{
+ "n": 512,
+ "steps": {
+  "2": {
+   "vs_teacher_l2": 0.4342995882034302,
+   "vs_32step_l2": 0.30502474308013916,
+   "vs_1step_l2": 4.2227020263671875
+  },
+  "3": {
+   "vs_teacher_l2": 0.43872418999671936,
+   "vs_32step_l2": 0.29536527395248413,
+   "vs_1step_l2": 4.216776371002197
+  },
+  "4": {
+   "vs_teacher_l2": 0.42935511469841003,
+   "vs_32step_l2": 0.29940515756607056,
+   "vs_1step_l2": 4.232732772827148
+  },
+  "8": {
+   "vs_teacher_l2": 0.4444255232810974,
+   "vs_32step_l2": 0.2452448457479477,
+   "vs_1step_l2": 4.195967197418213
+  },
+  "16": {
+   "vs_teacher_l2": 0.5166380405426025,
+   "vs_32step_l2": 0.12673738598823547,
+   "vs_1step_l2": 4.085569381713867
+  },
+  "32": {
+   "vs_teacher_l2": 0.6008902192115784,
+   "vs_32step_l2": 0.0,
+   "vs_1step_l2": 3.970090866088867
+  }
+ },
+ "vs_teacher": {
+  "a1_1step": {
+   "l2_mean": 4.325636386871338,
+   "l2_p95": 4.9564337730407715,
+   "per_axis_norm": [
+    0.3975203335285187,
+    0.36649173498153687,
+    0.3425973951816559,
+    0.3447648882865906,
+    0.3368167281150818,
+    0.32962310314178467
+   ]
+  },
+  "aU_32step_rneq_t": {
+   "l2_mean": 0.6008902192115784,
+   "l2_p95": 1.9733507633209229,
+   "per_axis_norm": [
+    0.05318881571292877,
+    0.04853545129299164,
+    0.04775547981262207,
+    0.04531646892428398,
+    0.0381026417016983,
+    0.034751877188682556
+   ]
+  },
+  "aF_flow_map_r_eq_t": {
+   "l2_mean": 0.6651337146759033,
+   "l2_p95": 1.9794291257858276,
+   "per_axis_norm": [
+    0.06039007008075714,
+    0.05440700799226761,
+    0.05297258496284485,
+    0.05065540224313736,
+    0.04315900802612305,
+    0.03988185524940491
+   ]
+  }
+ },
+ "mutual": [
+  {
+   "l2_mean": 3.970090866088867,
+   "pair": [
+    "a1",
+    "aU_32"
+   ]
+  },
+  {
+   "l2_mean": 3.891127109527588,
+   "pair": [
+    "a1",
+    "aF_flow"
+   ]
+  },
+  {
+   "l2_mean": 0.08254596590995789,
+   "pair": [
+    "aU_32",
+    "aF_flow"
+   ]
+  }
+ ],
+ "note": "动作块是 ±1 归一化的 16×6；l2_mean 无单位权重，越小越贴老师"
+}