feat(train): cross-Re transfer pipeline — re60/re200/re400 calibrations + script
- Add crossre_transfer.sh: calibrate → transfer-train for re60→re200→re400 - Add re60 config (ν=0.006667, SI=800, uniform+free-slip, very weak shedding) - Calibrate re60, re200, re400: FORCE_SCALE, SENS_SCALE, dtw_norm_scale, SIM_BP - Fix all paths: use DynamisLab submodule CelerisLab, remove external ~/CelerisLab - Remove _clean_cache() from envs/calibrate — CelerisLab handles internally - Move V4 backups to old/: env_karman_2000x600, train_karman_2000x600, etc. - train_karman.py: save model + vecnormalize every episode (non-optional) - Update TRAIN_KNOWLEDGE.md: file structure, calibration table, cross-re guide - All 3 Re verified: 5-episode transfer test passed (re60: 0.64, re200: 0.43, re400: 0.49) Co-authored-by: Cursor <cursoragent@cursor.com>
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@@ -19,13 +19,11 @@
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#
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# Requirements:
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# - conda env pycuda_3_10
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# - CelerisLab at /home/frank14f/CelerisLab
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# - CelerisLab submodule at DynamisLab/CelerisLab
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# - train_karman.py, env_karman.py, symmetry_wrapper.py in same directory
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set -euo pipefail
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SCRIPT_DIR="$(cd "$(dirname "${BASH_SOURCE[0]}")" && pwd)"
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CACHE_H="${HOME}/CelerisLab/src/CelerisLab/lbm/kernels/config/config_objects.h"
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CACHE_PTX="${HOME}/CelerisLab/src/CelerisLab/lbm/kernels/kernel.ptx"
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# --- Defaults ---
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CASE_NAME=""
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@@ -97,10 +95,6 @@ echo " Delay: ${DELAY_SECONDS}s between launches"
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echo " Jobs: ${#SEED_ARR[@]}"
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echo ""
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# Clean stale cache before starting
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rm -f "$CACHE_H" "$CACHE_PTX"
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echo " Cleaned kernel cache."
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# Build transfer arg
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TRANSFER_ARG=""
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if [[ -n "$TRANSFER" ]]; then
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