Python stackoverflow Examples

I am trying to write a pytorch module with multiple layers. Since I need the intermediate outputs I… Read more How Can I Access Layers In A Pytorch Module By Index?

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)

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

After reading several articles, I am still quite confused about correctness of my implementation of… Read more Taking The Last State From Bilstm (bigru) In Pytorch

I have a Pytorch tensor of size (4,3,224,224). When I am trying to convert the first tensor into an… Read more Typeerror: Cannot Handle The Data Type In Pil Image

I have met a problem for plotting a confusion matrix. The upper and lower lines are put incorrectly… Read more Pytorch Confusion Matrix Plot

In Pytorch 1.0.0, I found that a tensor variable occupies very small memory. I wonder how it stores… Read more Pytorch: Why Is The Memory Occupied By The `tensor` Variable So Small?

On my conda environment importing torch from command line Python and from a jupyter notebook yields… Read more Command Line Python And Jupyter Notebooks Use Two Different Versions Of Torch

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

I am trying to send a PyTorch tensor from one machine to another with torch.distributed. The dist.i… Read more Nccl Connection Failed Using Pytorch Distributed

Torch documentation says use pip install torch==1.4.0+cpu torchvision==0.5.0+cpu -f https://downloa… Read more Install Pytorch From Requirements.txt

Can autograd be used when the final tensor has more than a single value in it? I tried the followin… Read more Pytorch. Can Autograd Be Used When The Final Tensor Has More Than A Single Value In It?

I would like to get this result with torch functions. Do you have suggestions? import torch test_te… Read more Is There A Verctorized Approach In Pytorch To Get This Result?

I want to replicate the code here, and I get the following error while running in Google Colab? Im… Read more Imorting Zero_gradients From Torch.autograd.gradcheck

I have a conda environment with Python 3.6 and something went wrong with my Pytorch installation so… Read more Conda Package Install [errno 13] Permission Denied While Installing Conda-forge::protobuf-3.8.0

I'm working with Python 3.5.1 on a computer having CentOS Linux 7.3.1611 (Core) operating syste… Read more Pytorch, Attributeerror: Module 'torch' Has No Attribute 'tensor'

I found the post here. Here, we try to find an equivalence of tf.nn.softmax_cross_entropy_with_logi… Read more Pytorch Equivalent To Tf.nn.softmax_cross_entropy_with_logits And Tf.nn.sigmoid_cross_entropy_with_logits

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 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

When considering the problem of classifying an input to one of 2 classes, 99% of the examples I saw… Read more Binary Cross Entropy Vs Categorical Cross Entropy With 2 Classes