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When I want to put the model on the GPU, I get the following error: 'RuntimeError: Input and h… Read more How To Fix 'input And Hidden Tensors Are Not At The Same Device' In Pytorch

I have two numpy arrays image and warped_image and indices arrays ix,iy. I need to add image to war… Read more Add A Index Selected Numpy Array To Another Numpy Array With Overlapping Indices

I wanted to make an offline PDF on my system for PyTorch documentation. After reading from several … Read more Error In Creating An Offline Pdf Documentatin For Pytorch

Im looking for an efficient 'for loop' avoiding solution that solves an array related probl… Read more How Do You Efficiently Sum The Occurences Of A Value In One Array At Positions In Another Array

I have a service that receives images in a binary format from another service (let's call it se… Read more How To Load A Dataset Of Images Starting From List Of Images Pytorch

I got an assignment and stuck with it while going down the rabbit hole of learning PyTorch, LSTM an… Read more Lstm-cnn To Classify Sequences Of Images

I have a 2D tensor with some nonzero element in each row like this: import torch tmp = torch.tensor… Read more Pytorch: How Can I Find Indices Of First Nonzero Element In Each Row Of A 2d Tensor?

I have a problem with classifying fully connected deep neural net with 2 hidden layers for MNIST da… Read more Should I Use Softmax As Output When Using Cross Entropy Loss In Pytorch?

I am making a DataLoader from DataSet in PyTorch. Start from loading the DataFrame with all dtype … Read more Typeerror: Object Of Type 'numpy.int64' Has No Len()

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

I'm currently trying to extend a model that is based on FairSeq/PyTorch. During training I need… Read more Pytorch: Different Forward Methods For Train And Test/validation

I have a CSV file with filename in the first column and a label for the filename in the second colu… Read more Loading Data From Custom Data-loader In Pytorch Only If The Data Specifies A Certain Condition

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?

I have a batch of segmentation masks of shape [5,1,100,100] (batch_size x dims x ht x wd) which I h… Read more Add Extra Dimension To An Axes

Given a 3d tenzor, say: batch x sentence length x embedding dim a = torch.rand((10, 1000, 96)) an… Read more Filling Torch Tensor With Zeros After Certain Index

This is literally all the code that I am trying to run: from transformers import AutoModelWithLMHea… Read more Importerror: Cannot Import Name 'automodelwithlmhead' From 'transformers'

I am dealing with a classification problem with text data in sagemaker. Where, i first fit and tran… Read more How To Create A Pipeline In Sagemaker With Pytorch

When using nn.softmax(), we use dim=1 or 0. Here dim=0 should mean row according to intuition but s… Read more Use Of Dim=0/1 In Pytorch And Nn.softmax?

I am working on classification problem in which I have a list of strings as class labels and I want… Read more How To Convert A List Of Strings Into A Tensor In Pytorch?

I'm trying to have an in-depth understanding of how PyTorch Tensor memory model works. # input … Read more Pytorch Memory Model: "torch.from_numpy()" Vs "torch.tensor()"