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on GPU vs on a GPU

Both 'on GPU' and 'on a GPU' can be correct depending on the context. 'On GPU' is commonly used in technical contexts where the audience is familiar with the abbreviation 'GPU' (Graphics Processing Unit). 'On a GPU' is more formal and appropriate when the audience may not be familiar with the abbreviation.

Last updated: March 20, 2024 • 672 views

on GPU

This phrase is correct in technical contexts where 'GPU' is a well-known abbreviation.

Use 'on GPU' when communicating with an audience that is familiar with the term 'GPU' as an abbreviation for Graphics Processing Unit.

Examples:

The deep learning model runs faster on GPU.

Show examples from the web [+]

SiftGPU is an implementation of SIFT [1] for GPU. SiftGPU processes pixels parallely to build Gaussian pyramids and detect DoG Keypoints. Based on GPU list ...
GPU performance benchmarked on GPU supported features and may be a kernel to kernel performance comparison. For details on configuration used, view ...
Jul 14, 2013 ... See the appendix for more info on GPU hardware. Software we'll be using is Python. On CPU it employs one core*. That is OK in everyday use ...
Indexing, dimension-shuffling and constant-time reshaping will be equally fast on GPU as on CPU. Summation over rows/columns of tensors can be a little ...

Alternatives:

using GPU
with GPU

on a GPU

This phrase is correct in formal contexts or when the audience may not be familiar with the abbreviation 'GPU'.

Use 'on a GPU' when you want to provide more clarity or formality, especially when the audience may not be familiar with the term 'GPU' as an abbreviation for Graphics Processing Unit.

Examples:

The simulation was processed on a GPU for accurate results.

Show examples from the web [+]

Run Built-In Functions on a GPU; On this page; MATLAB Functions with gpuArray Arguments ... Run Built-In Functions on a GPU ... Sparse Arrays on a GPU.
Establish Arrays on a GPU; On this page; Transfer Arrays Between Workspace and .... For more information about generating random numbers on a GPU, and a ...
Any toolbox function that accepts a gpuArray object as an input can work on a GPU. For example, you can pass a gpuArray to the imfilter function to perform the ...
Running things on a GPU. 2013-07-14. You've heard about running things on a graphics card, but have you tried it? All you need to taste the speed is a Nvidia ...

Alternatives:

using a GPU
with a GPU

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