Job failed while running Non uniform refinement and Homogenous refinement'

Data Processing Strategy
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Continuing the discussion from Homogeneous, Heterogeneous and Non-uniform refinement:

I am new to data processing. My Non-uniform refinement and Homogenous refinement jobs keep failing when I give bigger box size. I gave a box size of 672 pixels. I discarded bad classes and tried to refine my classes. But still my refinements keep failing. When I tried running the jobs with smaller box size they seem to run fine. How do I overcome this issue. Should I change any parameters?

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If refinement fails with larger box sizes, you are running out of either (a) system RAM or (b) GPU VRAM.

Do you know the specifications of the system you are using?

This page gives (approximate) maximum box sizes - in practice, for a variety of reasons, often the maximum box size will be slightly smaller.

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