tensorrt

Ziad Mostafa answered on February 16, 2023 Popularity 10/10 Helpfulness 1/10

answer tensorrt

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include_directories(/opt/nvidia/tensorrt/include) #for NvInfer.h
link_directories(/opt/nvidia/tensorrt/lib/) #for cannot found -lnvinfer

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Contributed on Feb 16 2023

Ziad Mostafa

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- Neural network is a mathematical function (that takes one or more inputs 
	and produces one or more outputs)
- Pytorch Neural Network : composed of pytorch tensors
- Pytorch tensor : Generalization of numbers and n-D arrays or simply, retangular array of numbers
    - Input is a tensor 
    - Output is a tensor
    - Weight is a tensor (Same for other parameters)
    - Each row of a dataset is a tensor
    - Part of tensor is a tensor (be it a number from 1D array, a 
    	1-D array from a 2-D array etc.)
    - one image is a tensor
    - It is easy to change tensor to arrays and vice-versa
    - Tensors of different dimensions:
        - O-D tensor = numbers
        - 1-D tensor = an array of numbers, a row in a database, a 
        	vector, a time series
    - make sure to convert the tensors to numpy array before plotting 
    	with matplotlib

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Contributed on May 29 2023

Innocent Iguana

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