From 66e0d8b9fd4d0f7a2231d689c055e26fdf1cf04a Mon Sep 17 00:00:00 2001
From: YurenHao0426 <blackhao0426@gmail.com>
Date: Sat, 13 Jun 2026 12:35:36 -0500
Subject: rrm workspace: TRM/HRM/SRM code, Maze dataset, dynamical-analysis
 pipeline

Curated export for clone-and-run Maze training (2x A6000) + diagnostics.
trm/hrm pretrain.py carry trajectory-augmentation code (backward-compatible).
Heavy artifacts (checkpoints/wandb/npz) gitignored; see PROVENANCE.md.

Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>
---
 .../analysis_2x2/results_hrm26040_n8192.json       | 124 +++++++++++++++++++++
 1 file changed, 124 insertions(+)
 create mode 100644 research/flossing/analysis_2x2/results_hrm26040_n8192.json

(limited to 'research/flossing/analysis_2x2/results_hrm26040_n8192.json')

diff --git a/research/flossing/analysis_2x2/results_hrm26040_n8192.json b/research/flossing/analysis_2x2/results_hrm26040_n8192.json
new file mode 100644
index 0000000..bf4c711
--- /dev/null
+++ b/research/flossing/analysis_2x2/results_hrm26040_n8192.json
@@ -0,0 +1,124 @@
+{
+  "npz": "/home/yurenh2/rrm/research/flossing/diag_8k.npz",
+  "n": 8192,
+  "exact_acc": 0.524658203125,
+  "late_drift_def": "mean(drift_zH[:, -4:])",
+  "otsu_tau_log10": 0.766353451713377,
+  "frac_converged": 0.508544921875,
+  "cells": {
+    "A_conv_correct": {
+      "n": 4103,
+      "lam1_median": -0.8617429137229919,
+      "lam1_mean": -0.8564737750180547,
+      "lam1_iqr": [
+        -0.9020151197910309,
+        -0.815339982509613
+      ],
+      "lam8_median": -0.9746241569519043,
+      "spectrum_median": [
+        -0.8617429137229919,
+        -0.8905690908432007,
+        -0.9112593531608582,
+        -0.9292124509811401,
+        -0.9435566663742065,
+        -0.9553980827331543,
+        -0.9662551879882812,
+        -0.9746241569519043
+      ],
+      "token_acc_median": 1.0,
+      "halted_at_median": 4.0
+    },
+    "B_conv_wrong": {
+      "n": 63,
+      "lam1_median": -0.5912281274795532,
+      "lam1_mean": -0.6317614662268806,
+      "lam1_iqr": [
+        -0.809065192937851,
+        -0.5061159133911133
+      ],
+      "lam8_median": -0.7379652261734009,
+      "spectrum_median": [
+        -0.5912281274795532,
+        -0.6236273050308228,
+        -0.6583524942398071,
+        -0.681266725063324,
+        -0.6938952207565308,
+        -0.7069988250732422,
+        -0.7344604730606079,
+        -0.7379652261734009
+      ],
+      "token_acc_median": 0.6296296119689941,
+      "halted_at_median": 0.0
+    },
+    "C_nonconv_correct": {
+      "n": 195,
+      "lam1_median": -0.694297194480896,
+      "lam1_mean": -0.6856319598662548,
+      "lam1_iqr": [
+        -0.7354169189929962,
+        -0.6466438174247742
+      ],
+      "lam8_median": -0.7886528372764587,
+      "spectrum_median": [
+        -0.694297194480896,
+        -0.7198933362960815,
+        -0.7372102737426758,
+        -0.7535885572433472,
+        -0.7657074928283691,
+        -0.7715225219726562,
+        -0.7826006412506104,
+        -0.7886528372764587
+      ],
+      "token_acc_median": 1.0,
+      "halted_at_median": 14.0
+    },
+    "D_nonconv_wrong": {
+      "n": 3831,
+      "lam1_median": -0.5997700691223145,
+      "lam1_mean": -0.5970111100099877,
+      "lam1_iqr": [
+        -0.64748615026474,
+        -0.548848420381546
+      ],
+      "lam8_median": -0.7142836451530457,
+      "spectrum_median": [
+        -0.5997700691223145,
+        -0.634728193283081,
+        -0.6558717489242554,
+        -0.6714187860488892,
+        -0.6842536330223083,
+        -0.6956309676170349,
+        -0.7056014537811279,
+        -0.7142836451530457
+      ],
+      "token_acc_median": 0.6296296119689941,
+      "halted_at_median": 0.0
+    }
+  },
+  "mixture": {
+    "wrong_that_converged": 0.016178736517719568,
+    "correct_that_nonconverged": 0.04536993950674732
+  },
+  "contrasts": {
+    "dlam1_correct_minus_wrong_overall": -0.2586202025413513,
+    "dlam1_within_converged": -0.2705147862434387,
+    "dlam1_within_nonconverged": -0.09452712535858154,
+    "dlam1_wrong_conv_minus_wrong_nonconv": 0.00854194164276123
+  },
+  "auc": {
+    "neg_lam1_predicts_correct_overall": 0.9841127835524125,
+    "neg_lam1_predicts_correct_within_conv": 0.8520014391328065,
+    "neg_lam1_predicts_correct_within_nonconv": 0.8180149790173282,
+    "neg_logdrift_predicts_correct": 0.9639893544685683,
+    "neg_lam1_predicts_converged": 0.9859867295607834
+  },
+  "aux": {
+    "late_drift_zL_corr_with_zH_log": 0.9985142270869076,
+    "q_halt_final_median_by_cell": {
+      "A_conv_correct": 7.46875,
+      "B_conv_wrong": -8.6875,
+      "C_nonconv_correct": 7.46875,
+      "D_nonconv_wrong": -9.625
+    }
+  }
+}
\ No newline at end of file
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