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Questions tagged [intel-pytorch]

Use this tag to ask questions about the Intel-optimizations included in the PyTorch framework. It includes deep learning operators in the PyTorch and Caffe2 backends using Intel MKL-DNN. Common model optimization techniques such as constant folding and operator fusion are also supported.

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How to enable Intel Extension for Pytorch(IPEX) in my python code?

I would like to use Intel Extension for Pytorch in my code to increase overall performance. Referred this GitHub(https://github.com/intel/intel-extension-for-pytorch) for installation. Currently, I am trying out a hugging face summarization PyTorch…
Janani Chandran
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Test Intel Extension for Pytorch(IPEX) in multiple-choice from huggingface / transformers

I am trying out one huggingface sample with SWAG dataset https://github.com/huggingface/transformers/tree/master/examples/pytorch/multiple-choice I would like to use Intel Extension for Pytorch in my code to increase the performance. Here I am using…
RahilaRahi
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When I was trying to run IPEX on DevCloud it is showing "Illegal instruction"

I was trying image classification using IPEX on DevCloud but it is showing "Illegal instruction" for me. qsub -I -l nodes=1:gpu:ppn=2 -d . python3 inf.py
Raviranjan
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Performance with IPEX

I tried linear regression & gradient descent in PyTorch. (https://www.analyticsvidhya.com/blog/2021/08/linear-regression-and-gradient-descent-in-pytorch/) I've imported Ipex with the following command: import intel_pytorch_extension as ipex How can…
user16867861
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1 answer

Getting error while building PyTorch from source on Linux

I have a problem with building PyTorch from source. I use Anaconda Python 3.6. I installed all the dependencies using conda and issued "python setup.py install" command to build it. It builds all files successfully but then it fails" at line 286 of…
Sarah Jane
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I am trying to install intel optimized pytorch in different ways

I am very first time using pyTorch. I am trying to install it. In how many ways I can do this? Please provide the steps for that.
Remi_TRish
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How do you specify the bfloat16 mixed precision with the Intel Extension for PyTorch?

I would like to know how to use mixed precision with PyTorch and Intel Extension for PyTorch. I have tried to look at the documentation on their GitHub, but I can't find anything that specifies how to go from fp32 to blfoat16.
DevKnight2001
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PackagesNotFoundError When Trying to Install intel_extension_for_pytorch

I am trying to conda install intel_extension_for_pytorch but I keep getting the following error in the command line: PackagesNotFoundError: The following packages are not available from current channels: intel_extension_for_pytorch this is the…
DevKnight2001
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ERROR: while installing Ipex using docker centos image

Unable to install Ipex using docker centos image I pulled this docker image: docker pull sysstacks/dlrs-pytorch-centos Tried to run on my linux machine with this command: docker run -it sysstacks/dlrs-pytorch-centos bash I was trying to install Ipex…
bannu
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How to enable mixed precision training while using Intel Extension for PyTorch (IPEX)?

I am working on Dog-Cat classifier using Intel extension for Pytorch (Ref - https://github.com/amitrajitbose/cat-v-dog-classifier-pytorch). I want to reduce the training time for my model. How do I enable mixed precision in my code? Referred this…
Rahul Upadhyay
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how do I prevent from the actual pytorch model not to be converted to ipex

I have been trying out intel extension for pytorch(ipex) to optimise my inference. I am using a pretrained model from torchvision. I wanted to compare improvement with and without ipex so I created a copy of model converted it to ipex. Now I try to…
ArunJose
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Unble to install requirements for summarization

I am following this huggingface github(https://github.com/huggingface/transformers/tree/master/examples/pytorch/summarization) for summarization but not able to install packages from requirements. Command used: pip install -r requirements.txt For…
Janani Chandran
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