Stack Overflow
Stack Overflow

Questions tagged [directml]

7 questions
1
vote
0 answers

How to use tensorflow with NVIDIA Quadro K1200 GPU on Windows 10?

I am a beginner in the field of Deep Learning. As my models have started taking longer to train using my CPU, I wanted to explore using my NVIDIA Quadro 1200 GPU for these tasks. My specs are as follows: Windows 10 22H2 python 3.11 and 3.10 (in…
SOuser
  • 117
  • 1
  • 9
1
vote
1 answer

RuntimeError: Cannot set version_counter for inference - Trying DirectML in AI Project for AMD

Actually is converting a Pytorch Cuda project (https://github.com/suno-ai/bark) with DirectML for use my AMD GPU RX6700xt, i am having the problem RuntimeError: Cannot set version_counter for inference tensor. I've Tried write to the developer but…
Milor123
  • 537
  • 4
  • 20
0
votes
0 answers

Error on InferenceSession while loading onnxmodel with directML in ML.net

I'm quite new with pytorch, deep learning and neural network. I'm trying to fine tuning a fastrcnn model to find holes and tubes in images with a c# application. I've fine tuned the model, saved it in onnx format and used it with ml.net and it…
filtrow
  • 1
  • 2
0
votes
0 answers

Why is Mediapipe messing with my sound card?

This is an issue when using Stable Diffusion Automatic 1111 DirectML, and the adetailer extension. It has some Mediapipe options in it. When those are activated, SD stops generating. I get a popup about my Creative ASIO device changing. I have…
Jake King
  • 1
  • 1
0
votes
0 answers

GPU not engaging (improving performance) when using directml-plugin

I am trying to train an object detection model on a laptop, which does not have Nvidia GPU, so have to use tensorflow-directml-plugin instead. I am following the official instructions from MS as found…
Serghei Musaji
  • 1
  • 2
0
votes
0 answers

How to bind a onnx dynamic output in C++/WinRT using LearningModelBinding?

I have a onnx model of detectronV2 that has outputs that are not of a fixed size, they are dynamic. I was able to do inference in python with the onnxruntime: import onnxruntime # Initialize session and get prediction model_path =…
Anna Maule
  • 268
  • 1
  • 9
0
votes
1 answer

D3D12_HEAP_TYPE_READBACK and DXGI_ERROR_DEVICE_HUNG

I'm getting an DXGI_ERROR_DEVICE_HUNG crash. I can get this to go away by taking out one of the three following DirectML work. ID3D12GraphicsCommandList::CopyResource whose destination is the readback buffer, source is downstream of the output of…
Tom Huntington
  • 2,260
  • 10
  • 20