I can't understand the whole process as it says I have to replace the versions of tensorRT , cuda, cuDNN versions of particular download. What particular download they are talking about?
https://docs.nvidia.com/deeplearning/tensorrt/install-guide/index.html#installing-zip
Here is the full of 3rd step.Please clarify with explanation:
Unzip the TensorRT-7.x.x.x.Windows10.x86_64.cuda-x.x.cudnnx.x.zip file to the location that you chose. Replace:
7.x.x.x with the TensorRT version
cuda-x.x with the CUDA version, and
cudnnx.x with the cuDNN version for your particular download.
P.S:New to TensorFlow and tensorRT machine learning .
You do not need to actually "replace" anything, but the x letters.
You will do that automatically by selecting a version of TensorRT that is suitable for your system.
Example:
Before you install TensorRT you have to install a version of CUDA and cuDNN.
For Windows 10, according to here, this should be:
CUDA 10.2, 11.0 update 1, 11.1 update 1, or 11.2 cuDNN 8.0.5
Suppose you did install CUDA 10.2 and cuDNN 8.0.5 and want to install TensorRT 7.2.1.6. Then, the file you are looking for would be named: TensorRT-7.2.1.6.Windows10.x86_64.cuda-10.2.cudnn8.0.zip
This is the file you are supposed to download and extract.