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facebookresearch / localrf

An algorithm for reconstructing the radiance field of a large-scale scene from a single casually captured video.
MIT License
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Batch size, n_iters_per_frame and add_frames_every #18

Closed tb2-sy closed 1 year ago

tb2-sy commented 1 year ago

Nice work, If I double the batch_size, is it equivalent to halving the other two values (n_iters_per_frame and add_frames_every)?

ameuleman commented 1 year ago

hi, Increasing batch size and learning rates and decreasing the number of iterations will modify the optimization's behavior. Some reduction in quality should be expected.

tb2-sy commented 1 year ago

hi, Increasing batch size and learning rates and decreasing the number of iterations will modify the optimization's behavior. Some reduction in quality should be expected.

Thanks, I got it.