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Showing posts with the label Tensor

How To Construct Square Of Pairwise Difference From A Vector In Tensorflow?

I have a 1D vector having N dimension in TensorFlow, how to construct sum of a pairwise squared dif… Read more How To Construct Square Of Pairwise Difference From A Vector In Tensorflow?

How To Create A Vector From A Constant In Tensorflow

How is it that you would create a tensorflow vector from a tensorflow constant/variable etc? For ex… Read more How To Create A Vector From A Constant In Tensorflow

How Can I Slice A Pytorch Tensor With Another Tensor?

I have: inp = torch.randn(4, 1040, 161) and I have another tensor called indices with values: ten… Read more How Can I Slice A Pytorch Tensor With Another Tensor?

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)

Pytorch Tensor Storages Have The Same Id When Calling The Storage() Method

I'm learning about tensor storage through a blog (in my native language - Viet), and after expe… Read more Pytorch Tensor Storages Have The Same Id When Calling The Storage() Method

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

Zero Diagonal Of A Pytorch Tensor?

Is there a simple way to zero the diagonal of a PyTorch tensor? For example I have: tensor([[2.7183… Read more Zero Diagonal Of A Pytorch Tensor?