microsoft / microsoft/TRELLIS

Extremely slow rendering speed when preparing dataset for TRELLIS training set.

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Python
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Description

Hi,

Thank you for your great work and open-sourced training codes.
However, I found that when preparing ABO dataset as my training data, the rendering speed is extremely slow. Like 500 seconds per iteration. Like shown below.

Image

I am wondering if this is common or not. Since it takes too much time indeed.

Thank you!

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First steps

  1. Read the whole issue, then the project's contributing guide.
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Research direction

Start with the ABO dataset preparation and rendering entry points in the TRELLIS training code, then reproduce the reported 500-second iteration time. Compare the observed timing with the expected workflow and inspect the rendering stage to determine whether the slowdown is expected or indicates a defect. Done means the cause is documented or the rendering performance issue is resolved and verified.

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Assessment

Tech stack
python
Domain
computer-graphics, machine-learning
Issue type
Bug
Difficulty
4/5
Estimated time
3-5 days
Activity status
Stale
Clarity
Needs clarification
Newbie friendliness
25/100

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