From 103a9413d025482f408d758fe6612e2c36cc265a Mon Sep 17 00:00:00 2001
From: haoyuren <13851610112@163.com>
Date: Wed, 29 Jul 2026 00:15:44 +0800
Subject: Track legacy operator-study row data; extend generated tables

Pulls the training-set-size series, snapshot-location sweep, stress
grid, scalar-gain comparison, oracle diagnostic, and derivative-probe
rows from the experiment machine, and adds three generated fragments
(train size, snapshot location, stress grid) used by the appendix.

Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>
---
 .../summary.json                                   | 180 +++++++++++++++++++++
 1 file changed, 180 insertions(+)
 create mode 100644 outputs/finite_time_kernel_probe_T50_N128_8runs/summary.json

(limited to 'outputs/finite_time_kernel_probe_T50_N128_8runs/summary.json')

diff --git a/outputs/finite_time_kernel_probe_T50_N128_8runs/summary.json b/outputs/finite_time_kernel_probe_T50_N128_8runs/summary.json
new file mode 100644
index 0000000..ff27133
--- /dev/null
+++ b/outputs/finite_time_kernel_probe_T50_N128_8runs/summary.json
@@ -0,0 +1,180 @@
+{
+  "config": {
+    "input_dim": 16,
+    "output_dim": 4,
+    "width": 64,
+    "train_samples": 128,
+    "test_samples": 512,
+    "steps": 50,
+    "lr": 0.001,
+    "init_seeds": 2,
+    "feedback_seeds": 4,
+    "data_seed": 123,
+    "feedback_scale": "relu",
+    "device": "cpu",
+    "torch_threads": 8,
+    "outdir": "outputs/finite_time_kernel_probe_T50_N128_8runs"
+  },
+  "rows": [
+    {
+      "init_seed": 10000,
+      "feedback_seed": 100000,
+      "steps": 50,
+      "empirical_bp_loss": 2.3569658321941453,
+      "empirical_fa_loss": 2.4674972235655037,
+      "empirical_gap": 0.11053139137135837,
+      "fixed_bp_loss": 2.332728873052325,
+      "fixed_fa_loss": 2.4705516327579597,
+      "fixed_gap": 0.13782275970563473,
+      "tv_bp_loss": 2.356762546477626,
+      "tv_fa_loss": 2.4675718438301733,
+      "tv_gap": 0.11080929735254719,
+      "fixed_gap_error": 0.027291368334276367,
+      "tv_gap_error": 0.0002779059811888196,
+      "fixed_bp_error": -0.024236959141820336,
+      "fixed_fa_error": 0.0030544091924560313,
+      "tv_bp_error": -0.00020328571651928584,
+      "tv_fa_error": 7.462026466953375e-05
+    },
+    {
+      "init_seed": 10000,
+      "feedback_seed": 100001,
+      "steps": 50,
+      "empirical_bp_loss": 2.3569658321941453,
+      "empirical_fa_loss": 2.4714364509805256,
+      "empirical_gap": 0.11447061878638021,
+      "fixed_bp_loss": 2.332728873052325,
+      "fixed_fa_loss": 2.48436919706372,
+      "fixed_gap": 0.15164032401139504,
+      "tv_bp_loss": 2.356762546477626,
+      "tv_fa_loss": 2.471623224484698,
+      "tv_gap": 0.114860678007072,
+      "fixed_gap_error": 0.03716970522501484,
+      "tv_gap_error": 0.0003900592206917963,
+      "fixed_bp_error": -0.024236959141820336,
+      "fixed_fa_error": 0.012932746083194502,
+      "tv_bp_error": -0.00020328571651928584,
+      "tv_fa_error": 0.00018677350417251048
+    },
+    {
+      "init_seed": 10000,
+      "feedback_seed": 100002,
+      "steps": 50,
+      "empirical_bp_loss": 2.3569658321941453,
+      "empirical_fa_loss": 2.4572996708485597,
+      "empirical_gap": 0.10033383865441436,
+      "fixed_bp_loss": 2.332728873052325,
+      "fixed_fa_loss": 2.4487734594838644,
+      "fixed_gap": 0.11604458643153936,
+      "tv_bp_loss": 2.356762546477626,
+      "tv_fa_loss": 2.4572022192108776,
+      "tv_gap": 0.1004396727332515,
+      "fixed_gap_error": 0.015710747777125,
+      "tv_gap_error": 0.00010583407883713036,
+      "fixed_bp_error": -0.024236959141820336,
+      "fixed_fa_error": -0.008526211364695335,
+      "tv_bp_error": -0.00020328571651928584,
+      "tv_fa_error": -9.745163768215548e-05
+    },
+    {
+      "init_seed": 10000,
+      "feedback_seed": 100003,
+      "steps": 50,
+      "empirical_bp_loss": 2.3569658321941453,
+      "empirical_fa_loss": 2.454226960126308,
+      "empirical_gap": 0.09726112793216268,
+      "fixed_bp_loss": 2.332728873052325,
+      "fixed_fa_loss": 2.4566033375851983,
+      "fixed_gap": 0.12387446453287332,
+      "tv_bp_loss": 2.356762546477626,
+      "tv_fa_loss": 2.4542504265936973,
+      "tv_gap": 0.09748788011607123,
+      "fixed_gap_error": 0.026613336600710635,
+      "tv_gap_error": 0.00022675218390855179,
+      "fixed_bp_error": -0.024236959141820336,
+      "fixed_fa_error": 0.0023763774588902997,
+      "tv_bp_error": -0.00020328571651928584,
+      "tv_fa_error": 2.3466467389265944e-05
+    },
+    {
+      "init_seed": 10001,
+      "feedback_seed": 101000,
+      "steps": 50,
+      "empirical_bp_loss": 2.4152655744770044,
+      "empirical_fa_loss": 2.5609120318212937,
+      "empirical_gap": 0.14564645734428927,
+      "fixed_bp_loss": 2.388693912379294,
+      "fixed_fa_loss": 2.562959593837799,
+      "fixed_gap": 0.1742656814585053,
+      "tv_bp_loss": 2.4149952181728596,
+      "tv_fa_loss": 2.560923416030646,
+      "tv_gap": 0.14592819785778666,
+      "fixed_gap_error": 0.028619224114216024,
+      "tv_gap_error": 0.00028174051349738605,
+      "fixed_bp_error": -0.026571662097710558,
+      "fixed_fa_error": 0.0020475620165054664,
+      "tv_bp_error": -0.00027035630414484757,
+      "tv_fa_error": 1.1384209352538477e-05
+    },
+    {
+      "init_seed": 10001,
+      "feedback_seed": 101001,
+      "steps": 50,
+      "empirical_bp_loss": 2.4152655744770044,
+      "empirical_fa_loss": 2.5542741859892297,
+      "empirical_gap": 0.13900861151222532,
+      "fixed_bp_loss": 2.388693912379294,
+      "fixed_fa_loss": 2.561600287495685,
+      "fixed_gap": 0.17290637511639106,
+      "tv_bp_loss": 2.4149952181728596,
+      "tv_fa_loss": 2.554344095929653,
+      "tv_gap": 0.1393488777567935,
+      "fixed_gap_error": 0.03389776360416574,
+      "tv_gap_error": 0.000340266244568177,
+      "fixed_bp_error": -0.026571662097710558,
+      "fixed_fa_error": 0.007326101506455185,
+      "tv_bp_error": -0.00027035630414484757,
+      "tv_fa_error": 6.990994042332943e-05
+    },
+    {
+      "init_seed": 10001,
+      "feedback_seed": 101002,
+      "steps": 50,
+      "empirical_bp_loss": 2.4152655744770044,
+      "empirical_fa_loss": 2.5723825601131525,
+      "empirical_gap": 0.15711698563614807,
+      "fixed_bp_loss": 2.388693912379294,
+      "fixed_fa_loss": 2.5737215967324123,
+      "fixed_gap": 0.18502768435311845,
+      "tv_bp_loss": 2.4149952181728596,
+      "tv_fa_loss": 2.572388122690847,
+      "tv_gap": 0.15739290451798738,
+      "fixed_gap_error": 0.027910698716970384,
+      "tv_gap_error": 0.0002759188818393099,
+      "fixed_bp_error": -0.026571662097710558,
+      "fixed_fa_error": 0.0013390366192598258,
+      "tv_bp_error": -0.00027035630414484757,
+      "tv_fa_error": 5.562577694462334e-06
+    },
+    {
+      "init_seed": 10001,
+      "feedback_seed": 101003,
+      "steps": 50,
+      "empirical_bp_loss": 2.4152655744770044,
+      "empirical_fa_loss": 2.555275162766506,
+      "empirical_gap": 0.1400095882895016,
+      "fixed_bp_loss": 2.388693912379294,
+      "fixed_fa_loss": 2.5529535476349148,
+      "fixed_gap": 0.16425963525562093,
+      "tv_bp_loss": 2.4149952181728596,
+      "tv_fa_loss": 2.555287958717689,
+      "tv_gap": 0.14029274054482954,
+      "fixed_gap_error": 0.02425004696611932,
+      "tv_gap_error": 0.0002831522553279342,
+      "fixed_bp_error": -0.026571662097710558,
+      "fixed_fa_error": -0.002321615131591237,
+      "tv_bp_error": -0.00027035630414484757,
+      "tv_fa_error": 1.2795951183086629e-05
+    }
+  ]
+}
-- 
cgit v1.2.3