Solution to above issue!
As cuda installed through anaconda is not the entire package. Please install cuda drivers manually from Nvidia Website [ https://developer.nvidia.com/cuda-downloads ]
After installation of drivers, pytorch would be able to access the cuda path. You can test the cuda path using below sample code. Problem resolved!!!
CHECK INSTALLATION:
import os
print(os.environ.get('CUDA_PATH'))
OUTPUT:
C:\Program Files\NVIDIA GPU Computing Toolkit\CUDA\v10.1
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