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
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#!/bin/bash
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#SBATCH --job-name=dppo_d3il_avoid_m3_ft
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#SBATCH --account=hk-project-p0022232
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#SBATCH --partition=dev_accelerated
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#SBATCH --gres=gpu:1
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#SBATCH --nodes=1
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#SBATCH --ntasks-per-node=1
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#SBATCH --cpus-per-task=8
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#SBATCH --time=00:30:00
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#SBATCH --mem=16G
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#SBATCH --output=logs/dppo_d3il_avoid_m3_ft_%j.out
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#SBATCH --error=logs/dppo_d3il_avoid_m3_ft_%j.err
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module load devel/cuda/12.4
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# Environment variables
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export WANDB_MODE=online
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export DPPO_WANDB_ENTITY=${DPPO_WANDB_ENTITY:-"dominik_roth"}
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export DPPO_DATA_DIR=${DPPO_DATA_DIR:-$SLURM_SUBMIT_DIR/data}
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export DPPO_LOG_DIR=${DPPO_LOG_DIR:-$SLURM_SUBMIT_DIR/log}
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cd $SLURM_SUBMIT_DIR
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source .venv/bin/activate
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echo "Testing D3IL avoid_m3 fine-tuning..."
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python script/run.py --config-name=ft_ppo_diffusion_mlp \
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--config-dir=cfg/d3il/finetune/avoid_m3 \
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train.n_train_itr=50 \
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train.save_model_freq=25
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#!/bin/bash
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#SBATCH --job-name=dppo_transport_ft
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#SBATCH --account=hk-project-p0022232
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#SBATCH --partition=dev_accelerated
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#SBATCH --gres=gpu:1
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#SBATCH --nodes=1
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#SBATCH --ntasks-per-node=1
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#SBATCH --cpus-per-task=8
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#SBATCH --time=00:30:00
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#SBATCH --mem=24G
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#SBATCH --output=logs/dppo_transport_ft_%j.out
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#SBATCH --error=logs/dppo_transport_ft_%j.err
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module load devel/cuda/12.4
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# MuJoCo environment for fine-tuning
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export MUJOCO_PY_MUJOCO_PATH=$HOME/.mujoco/mujoco210
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export LD_LIBRARY_PATH=$LD_LIBRARY_PATH:$HOME/.mujoco/mujoco210/bin:/usr/lib/nvidia
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export MUJOCO_GL=egl
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# Environment variables
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export WANDB_MODE=online
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export DPPO_WANDB_ENTITY=${DPPO_WANDB_ENTITY:-"dominik_roth"}
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export DPPO_DATA_DIR=${DPPO_DATA_DIR:-$SLURM_SUBMIT_DIR/data}
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export DPPO_LOG_DIR=${DPPO_LOG_DIR:-$SLURM_SUBMIT_DIR/log}
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cd $SLURM_SUBMIT_DIR
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source .venv/bin/activate
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# Apply HoReKa MuJoCo compilation fix
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echo "Applying HoReKa MuJoCo compilation fix..."
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python -c "exec(open('fix_mujoco_compilation.py').read()); apply_mujoco_fix(); import mujoco_py; print('MuJoCo ready!')"
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echo "Testing robomimic transport fine-tuning..."
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python script/run.py --config-name=ft_ppo_diffusion_mlp \
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--config-dir=cfg/robomimic/finetune/transport \
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train.n_train_itr=50 \
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train.save_model_freq=25
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