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unet-bench

This repo contains performance benchmark on UNet and UNet3D, simply use ./run.sh to launch the script. On a CUDA available machine,benchmark.py will run on GPU by default, need to specify --no-cuda. The script runs on CPU in case CUDA is not available, with the following setting

# set OMP_NUM_THREADS to be the number of physical cores
export KMP_AFFINITY="granularity=fine,compact,1,0"
export OMP_NUM_THREADS=56
export KMP_BLOCKTIM=1

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UNet and UNet3D benchmark on PyTorch

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