Tag: CPU

Functionality Technology UbiOps

Make your model faster on CPU using ONNX

January 12, 2023 / January 8, 2024 by UbiOps

How to speed up a Tensorflow model by 200%? Machine learning models nowadays require more and more compute power. According to a study from OpenAI, the compute power needed to train AI models is rising ever since it was first used in the 60’s. With the required compute power doubling every two years up until […]

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Blog Functionality Technology

ONNX CPU vs GPU

March 28, 2022 / July 26, 2023 by UbiOps

I wrote an article on how you can improve neural network inference performance by switching from TensorFlow to ONNX runtime. But now UbiOps also supports GPU inference. We all know GPU’s can improve performance a lot but how do you-get your ONNX model running on a GPU? And should I run all of my neural […]

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