Questions about training t * 1000 scaling in Rectified Flow and other details
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Description
Hi,
First of all, thank you for this amazing work!
I’m reading your code on Rectified Flow and had a small question.
In the training code, I noticed that the time step t is multiplied by 1000 before being fed into the model (t * 1000). I’m curious about the reasoning behind this scaling.
Could you please share any references or prior works you followed when using this scaling? I’d love to understand it better.
And when I run datatoolkits/voxelize.py, I encounter the following issues:
Segmentation fault occurs in:
o3d.create_from_triangle_mesh_within_bounds
AttributeError occurs in:
utils3d.numpy.io.write_ply
Error: module 'utils3d.numpy' has no attribute 'io'
Are there alternative methods or updated functions to replace these calls?
Thanks so much for your time and help!
Best regards,
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Research direction
Start with the training code that passes t * 1000 to the model, then inspect datatoolkits/voxelize.py and the reported calls to o3d.create_from_triangle_mesh_within_bounds and utils3d.numpy.io.write_ply. Determine the intended scaling rationale and identify compatible replacements or fixes for the segmentation fault and missing utils3d.numpy.io attribute; done means both questions have documented answers and voxelize.py runs without these errors.
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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