llnl / llnl/LEAP

leaptorch Projector's bp and fbp error

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Dominant language
Cuda
Stars
249
Forks
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Description

Hi, when I use Projector class in leaptorch:
proj = Projector(forward_project=False, use_static=True, use_gpu=True, gpu_device=device, batch_size=batchSize)
f = proj(g)
proj.leapct.fbp(g, f0)
I found that f is in the order of 10^3, while f0 is in the order 10^(-4), is here any mistake I made? Actually I need to use f= proj(g) in my program, but the result's order is far from the order of FBP's result.

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First steps

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  3. Fork the repository and make your change on a branch.
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Research direction

Reproduce the shown Projector call and compare its output with leapct.fbp(g, f0), recording the observed scaling difference. Read the Projector and fbp entry points first; done means determining whether the discrepancy comes from usage or an implementation issue and clearly documenting the finding.

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Assessment

Tech stack
python, pytorch
Domain
computer-vision
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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