| --- |
| license: bsd-3-clause |
| pipeline_tag: image-to-image |
| library_name: executorch |
| --- |
| |
| # style-transfer-mosaic |
|
|
| This repository hosts the **style-transfer-mosaic** models exported for the |
| [React Native ExecuTorch](https://www.npmjs.com/package/react-native-executorch) |
| library as ExecuTorch `.pte` programs, ready to run on device. |
|
|
| Upstream model: [style transfer](https://github.com/pytorch/examples/tree/main/fast_neural_style) |
|
|
| ## Variants |
|
|
| | Path | Backend | Precision | |
| | --- | --- | --- | |
| | `coreml/style_transfer_mosaic_coreml_fp16.pte` | coreml | fp16 | |
| | `xnnpack/style_transfer_mosaic_xnnpack_fp32.pte` | xnnpack | fp32 | |
| | `xnnpack/style_transfer_mosaic_xnnpack_int8.pte` | xnnpack | int8 | |
|
|
| ## Unshipped backends |
|
|
| A backend directory carrying a `NOTES.md` and no `.pte` was exported and |
| not published. Its note records what went wrong. |
|
|
| - `mlx` ([why](https://huggingface.co/software-mansion/react-native-executorch-style-transfer-mosaic/blob/main/mlx/NOTES.md)) |
|
|
| ## Repository structure |
|
|
| ``` |
| LICENSE 3.4 kB |
| config.json 43 B |
| coreml/config.json 891 B |
| coreml/style_transfer_mosaic_coreml_fp16.pte 3.6 MB |
| mlx/NOTES.md 2.6 kB |
| xnnpack/config.json 1.4 kB |
| xnnpack/style_transfer_mosaic_xnnpack_fp32.pte 6.5 MB |
| xnnpack/style_transfer_mosaic_xnnpack_int8.pte 1.8 MB |
| ``` |
|
|
| ## Compatibility |
|
|
| These files are published for the **ExecuTorch v1.4.1** runtime. ExecuTorch |
| gives no forward compatibility guarantee, so an older runtime may fail to load |
| them. |
|
|
| To use them in React Native ExecuTorch, pass the model constant shipped in the |
| library's model registry to the corresponding task pipeline. See the |
| [documentation](https://docs.swmansion.com/react-native-executorch/docs/fundamentals/downloading-models). |
|
|
| To load these files in your own ExecuTorch runtime, read the |
| [compatibility note](https://github.com/pytorch/executorch/blob/main/runtime/COMPATIBILITY.md) |
| first. |
|
|
