wehub-resource-sync
63 lines
1.9 KiB
Markdown
63 lines
1.9 KiB
Markdown
# ResizeNearest Plugin [DEPRECATED]
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**This plugin is deprecated since TensorRT 10.12 and will be removed in a future release. `IResizeLayer` can be used as an alternative as appropriate to replace its functionality.**
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**Table Of Contents**
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- [Description](#description)
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* [Structure](#structure)
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- [Parameters](#parameters)
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- [Additional resources](#additional-resources)
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- [License](#license)
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- [Changelog](#changelog)
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- [Known issues](#known-issues)
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## Description
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The `ResizeNearest` plugin performs nearest neighbor interpolation among feature map. It is used in sample MaskRCNN.
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### Structure
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This plugin supports the NCHW format. It takes one input tensor `feature_map`
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`feature_map` can be arbitrary feature map from convolution layer of shape `[N, C, H, W]`
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`Resizenearest` generates the resized feature map according to scale factor. For example, if input feature is of `[N, C, H, W]`and`scale=2.0`, then the output feature will be of `[N, C, 2.0 * H, 2.0 * W]`
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## Parameters
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This plugin has the plugin creator class `ResizeNearestPluginCreator` and the plugin class `ResizeNearest`.
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The following parameters were used to create `ResizeNearest` instance:
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| Type | Parameter | Description
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|--------------------|--------------------------------|--------------------------------------------------------
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|`float` |`scale` | Scale factor for resize
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## Additional resources
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The following resources provide a deeper understanding of the `ResizeNearest` plugin:
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- [MaskRCNN](https://github.com/matterport/Mask_RCNN)
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## License
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For terms and conditions for use, reproduction, and distribution, see the [TensorRT Software License Agreement](https://docs.nvidia.com/deeplearning/sdk/tensorrt-sla/index.html)
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documentation.
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## Changelog
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May 2025
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Add deprecation note.
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June 2019
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This is the first release of this `README.md` file.
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## Known issues
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There are no known issues in this plugin.
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