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Update requirements to support CUDA>=11.0 #146

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nakhodnov17
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Following changes were made:

  1. Unnessesary pycache files were removed
  2. Resolves RTX3080 / CUDA 11.0 support #34 by implementing @simon-rob propositions
  3. Update environment requirements (both for Docker and conda instalations) to support CUDA>=11.0

@Karthik-Ragunath
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Tested a portion of this PR involving commit 0b00386 as part of stage 3 of the run_ffhq_uv_dataset.sh script, and it works as expected !!!

@mikelmh025
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Just let you know that image used in the docker file should be updated. This is the closest I found from the docker hub. (Basically using cuda:11.2.2 instead of cuda:11.2.0)

https://hub.docker.com/r/nvidia/cuda/tags?page=1&page_size=&ordering=&name=11.2.2-cudnn8-devel-ubuntu

FROM nvidia/cuda:11.2.2-cudnn8-devel-ubuntu18.04

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RTX3080 / CUDA 11.0 support
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