Recursive reasoning dynamics: analysis pipeline, paper drafts, toy models

Failure=more-chaotic (task-general under validity labeling) reduces to convergence/completeness
detection; mechanism (transient chaos vs multistability vs input-induced) under investigation.

Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>

3 files changed, 90 insertions, 0 deletions

diff --git a/flossing_suite/archive_failed_oom_b8/trm_seed123_baseline_nofloss_b8_10000.cmd.sh b/flossing_suite/archive_failed_oom_b8/trm_seed123_baseline_nofloss_b8_10000.cmd.sh
new file mode 100755
index 0000000..98411d8
--- /dev/null
+++ b/flossing_suite/archive_failed_oom_b8/trm_seed123_baseline_nofloss_b8_10000.cmd.sh
@@ -0,0 +1,30 @@
+#!/usr/bin/env bash
+set -euo pipefail
+cd "/home/yurenh2/rrm"
+export CUDA_VISIBLE_DEVICES="0"
+export PYTHONUNBUFFERED=1
+exec "/home/yurenh2/miniconda3/envs/rrm/bin/python" research/flossing/step7_interfloss.py \
+  --model trm \
+  --ckpt-root "/home/yurenh2/rrm/trm/checkpoints/Sudoku-extreme-1k-aug-1000-ACT-torch/pretrain_mlp_t_sudoku_official_gbs768_repro" \
+  --ckpt-name __random__ \
+  --init-seed 123 \
+  --train-steps "10000" \
+  --batch-size 8 \
+  --train-lr 1e-4 \
+  --floss-lr 1e-4 \
+  --floss-mode engelken_l2 \
+  --lambda-star 0 \
+  --k-lyap 4 \
+  --lyap-act-steps 4 \
+  --seed 42 \
+  --eval-every 1000 \
+  --eval-n "1000" \
+  --eval-batch-size 64 \
+  --floss-log-every 10 \
+  --train-puzzle-emb \
+  --puzzle-emb-lr 1e-4 \
+  --puzzle-emb-weight-decay 1.0 \
+  --kl-beta 0 \
+  --floss-steps "0" \
+  --interfloss-at "" \
+  --out "/home/yurenh2/rrm/research/flossing/flossing_suite/results/trm_faithful/trm_seed123_baseline_nofloss_b8_10000.json"
diff --git a/flossing_suite/archive_failed_oom_b8/trm_seed123_pre_inter_0_500_b8_k4_10000.cmd.sh b/flossing_suite/archive_failed_oom_b8/trm_seed123_pre_inter_0_500_b8_k4_10000.cmd.sh
new file mode 100755
index 0000000..e3f25ab
--- /dev/null
+++ b/flossing_suite/archive_failed_oom_b8/trm_seed123_pre_inter_0_500_b8_k4_10000.cmd.sh
@@ -0,0 +1,30 @@
+#!/usr/bin/env bash
+set -euo pipefail
+cd "/home/yurenh2/rrm"
+export CUDA_VISIBLE_DEVICES="3"
+export PYTHONUNBUFFERED=1
+exec "/home/yurenh2/miniconda3/envs/rrm/bin/python" research/flossing/step7_interfloss.py \
+  --model trm \
+  --ckpt-root "/home/yurenh2/rrm/trm/checkpoints/Sudoku-extreme-1k-aug-1000-ACT-torch/pretrain_mlp_t_sudoku_official_gbs768_repro" \
+  --ckpt-name __random__ \
+  --init-seed 123 \
+  --train-steps "10000" \
+  --batch-size 8 \
+  --train-lr 1e-4 \
+  --floss-lr 1e-4 \
+  --floss-mode engelken_l2 \
+  --lambda-star 0 \
+  --k-lyap 4 \
+  --lyap-act-steps 4 \
+  --seed 42 \
+  --eval-every 1000 \
+  --eval-n "1000" \
+  --eval-batch-size 64 \
+  --floss-log-every 10 \
+  --train-puzzle-emb \
+  --puzzle-emb-lr 1e-4 \
+  --puzzle-emb-weight-decay 1.0 \
+  --kl-beta 0 \
+  --floss-steps "500" \
+  --interfloss-at "0,500" \
+  --out "/home/yurenh2/rrm/research/flossing/flossing_suite/results/trm_faithful/trm_seed123_pre_inter_0_500_b8_k4_10000.json"
diff --git a/flossing_suite/archive_failed_oom_b8/trm_seed123_prefloss_0_b8_k4_10000.cmd.sh b/flossing_suite/archive_failed_oom_b8/trm_seed123_prefloss_0_b8_k4_10000.cmd.sh
new file mode 100755
index 0000000..86c445d
--- /dev/null
+++ b/flossing_suite/archive_failed_oom_b8/trm_seed123_prefloss_0_b8_k4_10000.cmd.sh
@@ -0,0 +1,30 @@
+#!/usr/bin/env bash
+set -euo pipefail
+cd "/home/yurenh2/rrm"
+export CUDA_VISIBLE_DEVICES="1"
+export PYTHONUNBUFFERED=1
+exec "/home/yurenh2/miniconda3/envs/rrm/bin/python" research/flossing/step7_interfloss.py \
+  --model trm \
+  --ckpt-root "/home/yurenh2/rrm/trm/checkpoints/Sudoku-extreme-1k-aug-1000-ACT-torch/pretrain_mlp_t_sudoku_official_gbs768_repro" \
+  --ckpt-name __random__ \
+  --init-seed 123 \
+  --train-steps "10000" \
+  --batch-size 8 \
+  --train-lr 1e-4 \
+  --floss-lr 1e-4 \
+  --floss-mode engelken_l2 \
+  --lambda-star 0 \
+  --k-lyap 4 \
+  --lyap-act-steps 4 \
+  --seed 42 \
+  --eval-every 1000 \
+  --eval-n "1000" \
+  --eval-batch-size 64 \
+  --floss-log-every 10 \
+  --train-puzzle-emb \
+  --puzzle-emb-lr 1e-4 \
+  --puzzle-emb-weight-decay 1.0 \
+  --kl-beta 0 \
+  --floss-steps "500" \
+  --interfloss-at "0" \
+  --out "/home/yurenh2/rrm/research/flossing/flossing_suite/results/trm_faithful/trm_seed123_prefloss_0_b8_k4_10000.json"