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Showing posts with the label Tensor

Deriving The Structure Of A Pytorch Network

For my use case, I require to be able to take a pytorch module and interpret the sequence of layers… Read more Deriving The Structure Of A Pytorch Network

Tensorflow Training Cnn On Custom Images

All the tensorflow tutorials do a great job, however, they all use preprocessed downloadable datase… Read more Tensorflow Training Cnn On Custom Images

Index Multidimensional Torch Tensor By Another Multidimensional Tensor

I have a tensor x in pytorch let's say of shape (5,3,2,6) and another tensor idx of shape (5,3,… Read more Index Multidimensional Torch Tensor By Another Multidimensional Tensor

How To Get A Tensor's Value In Tensorflow (without Making Another Session)

I'm finding a way to getting a tensor's value. In most case, the problem would be solved by… Read more How To Get A Tensor's Value In Tensorflow (without Making Another Session)

How Do I One Hot Encode Along A Specific Dimension Using Pytorch?

I have a tensor of size [3, 15, 136], where: 3 is batch size 15 - sequence length and 136 is token… Read more How Do I One Hot Encode Along A Specific Dimension Using Pytorch?

Failed To Convert A Numpy Array To A Tensor (unsupported Object Type Dict)

my method i thought that the problem from it is history = model.fit_generator(train_generator, epo… Read more Failed To Convert A Numpy Array To A Tensor (unsupported Object Type Dict)

Keras Tensors - Get Values With Indices Coming From Another Tensor

Suppose I have these two tensors: valueMatrix, shaped as (?, 3), where ? is the batch size ind… Read more Keras Tensors - Get Values With Indices Coming From Another Tensor

How To Modify A Single Value Of A 2d Tensor Programatically By Index

I have a 2D tensor my_tensor size [50,50] and dtype int32 and I need to increment the value at one … Read more How To Modify A Single Value Of A 2d Tensor Programatically By Index