Update experiment plan with validation results and WandB URLs

- Complete validation status table with results for all environments
- Add WandB tracking URLs for completed fine-tuning runs
- Document technical fixes and current job queue status
- Add test scripts for remaining D3IL avoid_m3 and robomimic transport validation
This commit is contained in:
ys1087@partner.kit.edu
2025-08-27 22:14:10 +02:00
parent bda37869e1
commit cb9846484f
3 changed files with 93 additions and 58 deletions
@@ -0,0 +1,29 @@
#!/bin/bash
#SBATCH --job-name=dppo_d3il_avoid_m3_ft
#SBATCH --account=hk-project-p0022232
#SBATCH --partition=dev_accelerated
#SBATCH --gres=gpu:1
#SBATCH --nodes=1
#SBATCH --ntasks-per-node=1
#SBATCH --cpus-per-task=8
#SBATCH --time=00:30:00
#SBATCH --mem=16G
#SBATCH --output=logs/dppo_d3il_avoid_m3_ft_%j.out
#SBATCH --error=logs/dppo_d3il_avoid_m3_ft_%j.err
module load devel/cuda/12.4
# Environment variables
export WANDB_MODE=online
export DPPO_WANDB_ENTITY=${DPPO_WANDB_ENTITY:-"dominik_roth"}
export DPPO_DATA_DIR=${DPPO_DATA_DIR:-$SLURM_SUBMIT_DIR/data}
export DPPO_LOG_DIR=${DPPO_LOG_DIR:-$SLURM_SUBMIT_DIR/log}
cd $SLURM_SUBMIT_DIR
source .venv/bin/activate
echo "Testing D3IL avoid_m3 fine-tuning..."
python script/run.py --config-name=ft_ppo_diffusion_mlp \
--config-dir=cfg/d3il/finetune/avoid_m3 \
train.n_train_itr=50 \
train.save_model_freq=25
@@ -0,0 +1,38 @@
#!/bin/bash
#SBATCH --job-name=dppo_transport_ft
#SBATCH --account=hk-project-p0022232
#SBATCH --partition=dev_accelerated
#SBATCH --gres=gpu:1
#SBATCH --nodes=1
#SBATCH --ntasks-per-node=1
#SBATCH --cpus-per-task=8
#SBATCH --time=00:30:00
#SBATCH --mem=24G
#SBATCH --output=logs/dppo_transport_ft_%j.out
#SBATCH --error=logs/dppo_transport_ft_%j.err
module load devel/cuda/12.4
# MuJoCo environment for fine-tuning
export MUJOCO_PY_MUJOCO_PATH=$HOME/.mujoco/mujoco210
export LD_LIBRARY_PATH=$LD_LIBRARY_PATH:$HOME/.mujoco/mujoco210/bin:/usr/lib/nvidia
export MUJOCO_GL=egl
# Environment variables
export WANDB_MODE=online
export DPPO_WANDB_ENTITY=${DPPO_WANDB_ENTITY:-"dominik_roth"}
export DPPO_DATA_DIR=${DPPO_DATA_DIR:-$SLURM_SUBMIT_DIR/data}
export DPPO_LOG_DIR=${DPPO_LOG_DIR:-$SLURM_SUBMIT_DIR/log}
cd $SLURM_SUBMIT_DIR
source .venv/bin/activate
# Apply HoReKa MuJoCo compilation fix
echo "Applying HoReKa MuJoCo compilation fix..."
python -c "exec(open('fix_mujoco_compilation.py').read()); apply_mujoco_fix(); import mujoco_py; print('MuJoCo ready!')"
echo "Testing robomimic transport fine-tuning..."
python script/run.py --config-name=ft_ppo_diffusion_mlp \
--config-dir=cfg/robomimic/finetune/transport \
train.n_train_itr=50 \
train.save_model_freq=25