I am trying to follow along with this webpage: https://jtr13.github.io/cc21fall2/tutorial-on-r-torch-package.html I am trying to understand R's implementation of PyTorch. I am having some trouble with ...

In Torch, .view() reshapes the tensor. However, there are multiple ways to reshape a multi-dimensional tensor to a target shape. How does it decide between those different ways? For example, in Torch, ...

Evening, Is there any way to find a specific sequence of numerical values, matching certain logic (in the same way as in a regex), within a numpy/torch array or matrix row? I know i could just convert ...

I'm trying to run the Qwen2.5-Coder-3B model locally with 8-bit quantization using BitsAndBytes. While loading the model, I noticed that some examples also specify torch_dtype=torch.float16. From my ...

I am trying to install PyTorch 2.7.0 with CUDA 12.6 support in a Docker container, but I get the following error: ERROR: Could not find a version that satisfies the requirement torch==2.7.0+cu126 (...

i use windows 11 nvcc --version nvcc: NVIDIA (R) Cuda compiler driver Copyright (c) 2005-2025 NVIDIA Corporation Built on Wed_Apr__9_19:29:17_Pacific_Daylight_Time_2025 Cuda compilation tools, release ...

I have encountered a particular problem while executing a function from the transformers library of huggingface on an Intel GPU wheel of torch. Since I am doing something I normally shouldn't be ...

I have a machine-translation model. In this model, I calculate a vector for a given sentence and I take this vector, aggregate with each generated output of RNN and put it into RNN again for ...

I was trying to follow a project in university where we had to import cellpose. The import delivered an error message which could be tracebacked to import torch (see below). Every import was done in a ...

I’m running Silero VAD (via PyTorch + torchaudio) on a Linode cloud instance (2 dedicated CPUs, 4 GB RAM). When I process 10-minute audio chunks, I always get repeated warnings like this and it doesn'...

I have a model that take more than one arguments in forward. Recently I'm trying to query some informations my model by fvcore module in python, but I can't find any document for multiple forward ...

If you use cosine decay for example and you have starting learning rate and final learning rate, can you tune those hyperparameters so that final learning rate is in some ratio of starting learning ...

I am trying to minimize a non-convex function using three different L-BFGS implementations in R: optim(method = "L-BFGS-B"), torch::optim_lbfgs(), and lbfgs::lbfgs(). I have set the same ...

I wrote a code for SHAP on images. It was working for two days, then it brought following error : module 'shap' has no attribute 'DeepExplainer' I uninstalled and installed the SHAP module again and ...

I am trying to use torch.autograd.functional.jacobian to calculate the gradients of the model parameters with respect to a set of losses, but it returns all zeros. My function definition is as follows ...