Python Programming Language

I am looking for the most efficient way to get the Jacobian of a function through Pytorch and have … Read more Pytorch Most Efficient Jacobian/hessian Calculation

I want to find the number of non-zero elements in a tensor along a particular axis. Is there any Py… Read more Find Number Of Non-zero Elements In A Tensor Along An Aixs

The following question is not a duplicate of How to apply layer-wise learning rate in Pytorch? beca… Read more Freezing Individual Weights In Pytorch

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?

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

I have seen a lot of specific posts to particular case-specific problems, but no fundamental motiva… Read more What Does "runtimeerror: Cuda Error: Device-side Assert Triggered" In Pytorch Mean?

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'

In the code below: model_ft.eval() test_data, test_target = image_datasets['train']… Read more Runtimeerror: Given Groups=1, Weight Of Size [64, 3, 7, 7], Expected Input[3, 1, 224, 224] To Have 3 Channels, But Got 1 Channels Instead

Edit: You might want to skip to the end of the question first, I've followed some advice in com… Read more How Can I Fix This Pytorch Error On Windows? (modulenotfounderror: No Module Named 'torch')

I was going through official pytorch tut, where it explains tensor gradients and Jacobian products … Read more Understanding Jacobian Tensor Gradients In Pytorch

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?

This is the model I defined it is a simple lstm with 2 fully connect layers. import copy import tor… Read more Pytorch - How To Deactivate Dropout In Evaluation Mode

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?

import os.path as osp import torch import torch.nn as nn import torch.nn.functional as F from torch… Read more Path Problem : Nameerror: Name '__file__' Is Not Defined

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()"

Thanks everyone in advance for your help! What I'm trying to do in PyTorch is something like nu… Read more Finding Non-intersection Of Two Pytorch Tensors

Perhaps this question has been asked before, but I'm having trouble finding relevant info for m… Read more Most Efficient Way To Use A Large Data Set For Pytorch?

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

I am learning PyTorch for an image classification task, and I ran into code where someone used a Py… Read more Why Use Variable() In Inference?

I am referring to the models that can be found here: https://pytorch.org/docs/stable/torchvision/mo… Read more Is There Any Way I Can Download The Pre-trained Models Available In Pytorch To A Specific Path?