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on GPU vs with GPU

Both "on GPU" and "with GPU" are correct, but they are used in different contexts. "On GPU" is commonly used when referring to tasks or processes that are being performed directly on the GPU, while "with GPU" is used when mentioning the GPU as a tool or resource being used in conjunction with something else.

Last updated: March 20, 2024 • 443 views

on GPU

This phrase is correct and commonly used when referring to tasks or processes that are being performed directly on the GPU.

Use "on GPU" when describing tasks or processes that are utilizing the GPU for computation or processing.

Examples:

The deep learning model is trained on GPU for faster processing.
Rendering graphics on GPU can significantly improve performance.
The simulation runs on GPU to accelerate the calculations.

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
running on GPU
executing on GPU
processing on GPU
performing on GPU

with GPU

This phrase is correct and commonly used when mentioning the GPU as a tool or resource being used in conjunction with something else.

Use "with GPU" when referring to the GPU as a tool or resource that is being used along with other components or devices.

Examples:

The game is designed to work with GPU acceleration.
Editing software that is compatible with GPU processing.
The new laptop comes with GPU for enhanced graphics performance.

Show examples from the web [+]

... Center Accelerates Acoustic Data Analysis with GPU Computing (User Story) ... MathWorks Toolboxes with GPU-enabled Algorithms (Support Summary) ...
Oct 2, 2015 ... 1 Check whether your computer has a capable GPU; 2 Get the latest BOINC software; 3 Get the latest driver; 4 Attach to projects with GPU ...
Developer Successes with GPU Directives. See how other developers are solving their computational problems with OpenACC GPU directives and the ...
Distance Matrix by GPU · Hierarchical Cluster Analysis · Kendall Rank Coefficient · Significance Test for Kendall's Tau-b · Support Vector Machine with GPU ...

Alternatives:

using GPU
equipped with GPU
featuring GPU
supported by GPU
having GPU

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