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Can't run envpool mujoco environments #36

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rnilva opened this issue Jan 14, 2025 · 0 comments
Open

Can't run envpool mujoco environments #36

rnilva opened this issue Jan 14, 2025 · 0 comments

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@rnilva
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rnilva commented Jan 14, 2025

Bug Description

Running envpool mujoco environments throws kernel errors.

System Information

  • Ubuntu 22.04.4 LTS
  • AMD Ryzen Threadripper 3970X 32-Core Processor

Steps to Reproduce

conda create -n arlbench-cpu python=3.10
conda activate arlbench-cpu
git clone https://github.com/automl/arlbench/
cd arlbench
make install-envpool
# This installs jaxlib==0.4.26 and envpool==0.8.4

cd examples
python run_arlbench.py -m environment=mujoco_hopper algorithm=sac search_space=sac_mujoco

# or 

python run_arlbench.py -m environment=mujoco_hopper algorithm=ppo search_space=ppo_mujoco

Expected Behavior

Run without errors.

Actual Behavior

  1. Simulation instability warning appears:

    WARNING: Nan, Inf or huge value in CTRL at ACTUATOR 1/0. The simulation is unstable. Time = ...
    
  2. Kernel errors occur:

    • "corrupted double-linked list"
    • "segmentation fault"

Additional Context

  • Tested with fresh install on two different machines

  • Running environment=procgen_bigfish_easy works correctly

  • I know this could be the problem of envpool or its interaction with jax but just wonder if someone knows to solved this issue.

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