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?# WinML Samples Gallery: Batching
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# WinML Samples Gallery: Batching
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Perform infererence over multiple inputs at once to increase runtime performance.
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Use this sample to compare inference runtime performace with and without batched inputs. 50 images will be passed through SqueezeNet for classification. Set a batch size and click Start Inference to compare.
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- [Windows ML Library (WinML)](https://docs.microsoft.com/en-us/windows/ai/windows-ml/)
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- [DirectML](https://github.com/microsoft/directml)
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- [ONNX Model Zoo](https://github.com/onnx/models)
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- [Windows UI Library (WinUI)](https://docs.microsoft.com/en-us/windows/apps/winui/)
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- [Windows UI Library (WinUI)](https://docs.microsoft.com/en-us/windows/apps/winui/)
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