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[Bug Report] Significant performance drop rebased to IsaacLab v2.2.1 for IsaacSim 5.0.0 #3554

@mheyrman

Description

@mheyrman

Issue

After upgrading to IsaacSim 5.0.0 to accommodate a 50-series GPU and rebasing my code to the latest release, performance massively dropped. I made no changes to my env_cfg or rl_cfg aside from adding the obs_groups dictionary element to be in line with the current rsl_rl and IsaacLab releases.

There is a performance drop associated with using the new IsaacSim 5.0.0 and one associated with the IsaacLab rebase.

Simulation (headless) startup time differences:

  • 5.0.0 w/ rebase:
    • Time taken for scene creation : 15.875053 seconds
    • Time taken for simulation start: 26.286755 seconds
  • 4.5.0 w/ rebase:
    • Time taken for scene creation : 4.985811 seconds
    • Time taken for simulation start : 13.310909 seconds

IsaacLab collection time differences:

  • 4.5.0 w/o rebase: ~ 1.2 seconds
Image
  • 4.5.0 w/ rebase: ~1.8 seconds
  • 5.0.0 w/ rebase: ~2.0 seconds
Image

Learning time has not noticeably changed.

System Info

  • Isaac Sim Version: 5.0.0
  • OS: Ubuntu 24.04
  • Starting time system:
    • GPU: NVIDIA RTX 5080
    • CUDA: 12.9
    • GPU Driver: 575.64.03
  • Collection time system:
    • GPU: NVIDIA RTX 4090

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