How to Speed up training process with gpu ( Image classification )

I was following this guide from C# to build a image classification model. Everything works well until i see that it is only utilizing cpu to train but i wanted to train on gpu how can i do ? i had a database of near 1.8gb and it took 3 hours to train which is really long https://learn.microsoft.com/en-us/samples/dotnet/machinelearning-samples/mlnet-image-classification-transfer-learning/
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Spiced Crunchy Potatoe
Train a deep learning image classification model with ML.NET and Te...
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Spiced Crunchy Potatoe
Thank you for your suggestion and help :)
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