I'm using PyTorch to implement a classification network for skeleton-based action recognition. The model consists of three convolutional layers and two fully connected layers. This base model gave ...

I was previously loading a ResNet model with the ResNet50_Weights parameter successfully, but then suddenly I started getting the following error: Traceback (most recent call last): File "spl...

I want to fine tune LabSE for Question answering using squad dataset. and i got this error: ValueError: The model did not return a loss from the inputs, only the following keys: last_hidden_state,p...

I am using a simple (not necessarily efficient) method for Pytorch model saving. import torch from google.colab import files torch.save(model, filename) # save a trained model on the VM files.d...

I'd like to randomly rotate an image tensor (B, C, H, W) around it's center (2d rotation I think?). I would like to avoid using NumPy and Kornia, so that I basically only need to import from the to...

After installing pytorch via RUN python3 -m pip install --no-cache-dir torch==1.9.1 I realised that corresponding docker layer is 1.78GB Is there any way to reduce pytorch size? Current version is...

I'm working with certian tensors with shape of (X,42) while X can be in a range between 50 to 70. I want to pad each tensor that I get until it reaches a size of 70. so all tensors will be (70,42)....

I am currently using the diffusers StableDiffusionPipeline (from hugging face) to generate AI images with a discord bot which I use with my friends. I was wondering if it was possible to get a prev...

I am trying to implement a detection model based on "finetuning object detection" official tutorial of PyTorch. It seemed to have worked with minimal data, (for 10 of images). However I uploaded m...

PyTorch 1.12 changed the default fp32 math to be "highest precision", and introduced the torch.set_float32_matmul_precision API, allowing users to specify which precision out of medium, h...

I installed the modules below: conda install pytorch==2.2.0 torchvision==0.17.0 torchaudio==2.2.0 -c pytorch Then installed numpy, pandas, matplotlib, seaborn, sickit-learn, pyedflib in this...

I try to check if torch have been properly installed by script: import torch print(torch.__version__) and have the result: AttributeError: module 'torch' has no attribute 'version' I've checked...

First I want to say that I don't have much experience with pytorch, ML, NLP and other related topics, so I may confuse some concepts. Sorry. I downloaded few models from Hugging Face, organized the...

OSError: [WinError 126] The specified module could not be found. Error loading "C:\apps\python\lib\site-packages\torch\lib\fbgemm.dll" or one of its dependencies. System information: Oper...

For torch.nn.Module() According to the official documentation: Base class for all neural network modules. Your models should also subclass this class. Modules can also contain other Modules, allo...

I tried to download torch by using pip install torch I faced this problem: C:\Users\Ahmad Sadek>pip install torch ERROR: Could not find a version that satisfies the requirement torch (from versi...

I am trying to fine-tune the BERT language model on my own data. I've gone through their docs, but their tasks seem to be not quite what I need, since my end goal is embedding text. Here's my code:...

I am now running a Python program using Pytorch. I use my own dataset, not torch.data.dataset. I download data from a pickle file extracted from feature extraction. But the following errors appear:...

I´m using Mac OS el capitán and I am trying to follow the quick start tutorial for OpenNMT pytorch version. In the training step I get the following warning message: OpenNMT-py/onmt/modules/Global...

I have a PyTorch tensor of size (5, 1, 44, 44) (batch, channel, height, width), and I want to 'resize' it to (5, 1, 224, 224) How can I do that? What functions should I use?

I am running a simple CNN using Pytorch for some audio classification on my Raspberry Pi 4 on Python 3.9.2 (64-bit). For the audio manipulation needed I am using librosa. librosa depends on the num...

When I try to run yoloV3 detect,it happend the error op = torch._C._jit_get_operation(qualified_op_name) RuntimeError: No such operator torchvision::nms Though this code is the source code of ...

I downloaded cuda and pytorch using conda: conda install pytorch torchvision torchaudio pytorch-cuda=11.8 -c pytorch -c nvidia conda list python 3.11.0 h7a1cb2a_2 anaconda pytorch 2.0.1 py3.11_cpu...

I am new in PyTorch and I have faced one issue, namely I cannot get my torch_sparse module properly installed. In general, I wanted to use module torch_geometric - this I have installed. However, w...

(my2022) C:\Users\donhu>pip3 install torch torchvision torchaudio --extra-index-url https://download.pytorch.org/whl/cu113 Looking in indexes: https://pypi.org/simple, https://download.pytorch.o...