magicleap / Atlas

Atlas: End-to-End 3D Scene Reconstruction from Posed Images
Apache License 2.0
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Parameters for fine-tuning #41

Open noahstier opened 3 years ago

noahstier commented 3 years ago

Can @zmurez, or anyone else, suggest a configuration for training / fine-tuning Atlas that can learn acceptably well for experimentation using only a single GPU? I wonder if zmurez discovered such a configuration during development.

I will try decreasing VOXEL_DIM_TRAIN, NUM_FRAMES_TRAIN, and RESNETS.DEPTH. However, the convergence time is so long that a hint here could save a lot of time.

Thanks