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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 Get The Class With Highest Confidence From A Tensor?

I want to obtain the class with the highest confidence. Heres the code that performs classification… Read more How To Get The Class With Highest Confidence From A Tensor?

What Is Uninitialized Data In Pytorch.empty Function

i was going through pytorch tutorial and came across pytorch.empty function. it was mentioned that … Read more What Is Uninitialized Data In Pytorch.empty Function

Tensorflow2: How To Print Value Of A Tensor Returned From Tf.function When Eager Execution Is Disabled?

I've read that I can see contents of tf variables by using tf.print inside my tf.function defin… Read more Tensorflow2: How To Print Value Of A Tensor Returned From Tf.function When Eager Execution Is Disabled?

Pytorch: The Number Of Sizes Provided (0) Must Be Greater Or Equal To The Number Of Dimensions In The Tensor (1)

I'm trying to convert a CPU model to GPU using Pytorch, but I'm running into issues. I'… Read more Pytorch: The Number Of Sizes Provided (0) Must Be Greater Or Equal To The Number Of Dimensions In The Tensor (1)

Top K Indices Of A Multi-dimensional Tensor

I have a 2D tensor and I want to get the indices of the top k values. I know about pytorch's to… Read more Top K Indices Of A Multi-dimensional Tensor

Tensorflow Python: Reshape Input [batchsize] To Tensor [batchsize, 2] With Specific Order

I have a tensor (shape=[batchsize]). I want to reshape the tensor in a specific order and into shap… Read more Tensorflow Python: Reshape Input [batchsize] To Tensor [batchsize, 2] With Specific Order

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?