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>
---
 .../engelken_python/debug_n80_k40_3epoch.json      | 69 ++++++++++++++++++++++
 1 file changed, 69 insertions(+)
 create mode 100644 research/flossing/engelken_python/debug_n80_k40_3epoch.json

(limited to 'research/flossing/engelken_python/debug_n80_k40_3epoch.json')

diff --git a/research/flossing/engelken_python/debug_n80_k40_3epoch.json b/research/flossing/engelken_python/debug_n80_k40_3epoch.json
new file mode 100644
index 0000000..47e1167
--- /dev/null
+++ b/research/flossing/engelken_python/debug_n80_k40_3epoch.json
@@ -0,0 +1,69 @@
+{
+  "config": {
+    "hidden_size": 80,
+    "train_epochs": 3,
+    "inter_period": 100,
+    "inter_epochs": 0,
+    "pre_epochs": 0,
+    "max_inter_episodes": 0,
+    "batch_size": 16,
+    "input_dim": 1,
+    "train_steps": 300,
+    "lyap_steps": 55,
+    "floss_input_steps": 300,
+    "seed_ic": 1,
+    "seed_input": 1,
+    "seed_net": 1,
+    "seed_ons": 1,
+    "lr": 0.001,
+    "beta1": 0.9,
+    "beta2": 0.999,
+    "init_type": 1,
+    "recurrent_gain": 1.0,
+    "recurrent_mean_gain": 0.0,
+    "input_scale": 1.0,
+    "delay": 10,
+    "ws_std": 1.0,
+    "ws_mean": 0.0,
+    "wr_std": 1.0,
+    "wr_mean": 0.0,
+    "b_std": 0.1,
+    "b_mean": 0.0,
+    "n_lyap": 40,
+    "task": -1,
+    "lyap_target": 0.0,
+    "eval_every": 1,
+    "eval_batches": 1,
+    "log_every_floss": 25,
+    "device": "cuda",
+    "out": "research/flossing/engelken_python/debug_n80_k40_3epoch.json"
+  },
+  "evals": [
+    {
+      "epoch": 1,
+      "train_loss": 2.6957058906555176,
+      "train_accuracy": 0.5028914590747331,
+      "eval_loss": 2.1269004344940186,
+      "eval_accuracy": 0.5124555160142349,
+      "elapsed": 0.5589253902435303
+    },
+    {
+      "epoch": 2,
+      "train_loss": 2.2246620655059814,
+      "train_accuracy": 0.4971085409252669,
+      "eval_loss": 1.894472599029541,
+      "eval_accuracy": 0.5113434163701067,
+      "elapsed": 0.888566255569458
+    },
+    {
+      "epoch": 3,
+      "train_loss": 1.96369206905365,
+      "train_accuracy": 0.5044483985765125,
+      "eval_loss": 1.9043740034103394,
+      "eval_accuracy": 0.4853202846975089,
+      "elapsed": 1.2373430728912354
+    }
+  ],
+  "floss": [],
+  "task": []
+}
\ No newline at end of file
-- 
cgit v1.2.3