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Guang Yang
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Add more data points from benchmarking infra
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‎extension/benchmark/README.md‎

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@@ -23,20 +23,24 @@ Below is a table summarizing some example data points obtained via the infra. Th
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| Model | Backend | Model Load Time (ms) | Avg Inference Latency (ms) | Device |
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|-----------------------|--------------|----------------------|----------------------------|------------------------|
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| DeepLabV3 (dl3) | XNN Q8 | [90.616](https://github.com/pytorch/executorch/actions/runs/10875550238/job/30218985758) | [666.219](https://github.com/pytorch/executorch/actions/runs/10875550238/job/30218985758) | Samsung S22 |
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| DeepLabV3 (dl3) | QNN FP16 | [182.207](https://github.com/pytorch/executorch/actions/runs/10875550238/job/30218985141) | [9.759](https://github.com/pytorch/executorch/actions/runs/10875550238/job/30218985141) | Samsung S22 |
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| MobileNetV3 (mv3) | XNN Q8 | [34.024](https://github.com/pytorch/executorch/actions/runs/10875550238/job/30218988461) | [252.628](https://github.com/pytorch/executorch/actions/runs/10875550238/job/30218988461) | Samsung S22 |
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| MobileNetV3 (mv3) | XNNPACK Q8 | [34.024](https://github.com/pytorch/executorch/actions/runs/10875550238/job/30218988461) | [252.628](https://github.com/pytorch/executorch/actions/runs/10875550238/job/30218988461) | Samsung S22 |
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| MobileNetV3 (mv3) | QNN FP16 | [168.414](https://github.com/pytorch/executorch/actions/runs/10875550238/job/30218987785) | [1.182](https://github.com/pytorch/executorch/actions/runs/10875550238/job/30218987785) | Samsung S22 |
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| MobileNetV3 (mv3) | COREML FP16 | [61.583](https://github.com/pytorch/executorch/actions/runs/10836589365/job/30078681158) | [682.197](https://github.com/pytorch/executorch/actions/runs/10836589365/job/30078681158) | Apple iPhone 15 Pro |
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| MobileNetV2 (mv2) | XNN Q8 | [14.397](https://github.com/pytorch/executorch/actions/runs/10875550238/job/30218987379) | [10.796](https://github.com/pytorch/executorch/actions/runs/10875550238/job/30218987379) | Samsung S22 |
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| MobileNetV2 (mv2) | XNNPACK Q8 | [14.397](https://github.com/pytorch/executorch/actions/runs/10875550238/job/30218987379) | [10.796](https://github.com/pytorch/executorch/actions/runs/10875550238/job/30218987379) | Samsung S22 |
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| MobileNetV2 (mv2) | QNN FP16 | [136.862](https://github.com/pytorch/executorch/actions/runs/10875550238/job/30218987097) | [0.673](https://github.com/pytorch/executorch/actions/runs/10875550238/job/30218987097) | Samsung S22 |
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| InceptionV4 (ic4) | XNN Q8 | [87.617](https://github.com/pytorch/executorch/actions/runs/10875550238/job/30218986716) | [117.937](https://github.com/pytorch/executorch/actions/runs/10875550238/job/30218986716) | Samsung S22 |
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| MobileNetV2 (mv2) | COREML FP16 | [63.019](https://github.com/pytorch/executorch/actions/runs/10892026450/job/30269520397) | [551.031](https://github.com/pytorch/executorch/actions/runs/10892026450/job/30269520397) | Apple iPhone 15 Plus |
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| InceptionV4 (ic4) | XNNPACK Q8 | [87.617](https://github.com/pytorch/executorch/actions/runs/10875550238/job/30218986716) | [117.937](https://github.com/pytorch/executorch/actions/runs/10875550238/job/30218986716) | Samsung S22 |
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| InceptionV4 (ic4) | QNN FP16 | [163.943](https://github.com/pytorch/executorch/actions/runs/10875550238/job/30218986381) | [2.734](https://github.com/pytorch/executorch/actions/runs/10875550238/job/30218986381) | Samsung S22 |
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| InceptionV3 (ic3) | XNN Q8 | [60.708](https://github.com/pytorch/executorch/actions/runs/10875550238/job/30218986023) | [98.390](https://github.com/pytorch/executorch/actions/runs/10875550238/job/30218986023) | Samsung S22 |
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| InceptionV4 (ic4) | COREML FP16 | [134.402](https://github.com/pytorch/executorch/actions/runs/10892026450/job/30269518983) | [1906.966](https://github.com/pytorch/executorch/actions/runs/10892026450/job/30269518983) | Apple iPhone 15 Pro |
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| InceptionV3 (ic3) | XNNPACK Q8 | [60.708](https://github.com/pytorch/executorch/actions/runs/10875550238/job/30218986023) | [98.390](https://github.com/pytorch/executorch/actions/runs/10875550238/job/30218986023) | Samsung S22 |
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| InceptionV3 (ic3) | QNN FP16 | [134.732](https://github.com/pytorch/executorch/actions/runs/10875550238/job/30218985425) | [1.351](https://github.com/pytorch/executorch/actions/runs/10875550238/job/30218985425) | Samsung S22 |
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| TorchVisionVit (vit) | QNN FP16 | [174.430](https://github.com/pytorch/executorch/actions/runs/10875550238/job/30218989581) | [199.279](https://github.com/pytorch/executorch/actions/runs/10875550238/job/30218989581) | Samsung S22 |
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| InceptionV3 (ic3) | COREML FP16 | [91.808](https://github.com/pytorch/executorch/actions/runs/10892026450/job/30269518511) | [1500.712](https://github.com/pytorch/executorch/actions/runs/10892026450/job/30269518511) | Apple iPhone 15 Pro |
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| DeepLabV3 (dl3) | XNNPACK Q8 | [90.616](https://github.com/pytorch/executorch/actions/runs/10875550238/job/30218985758) | [666.219](https://github.com/pytorch/executorch/actions/runs/10875550238/job/30218985758) | Samsung S22 |
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| DeepLabV3 (dl3) | QNN FP16 | [182.207](https://github.com/pytorch/executorch/actions/runs/10875550238/job/30218985141) | [9.759](https://github.com/pytorch/executorch/actions/runs/10875550238/job/30218985141) | Samsung S22 |
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| ResNet50 (resnet50) | XNNPACK Q8 | [55.462](https://github.com/pytorch/executorch/actions/runs/10911725781/job/30285857102) | [37.021](https://github.com/pytorch/executorch/actions/runs/10911725781/job/30285857102) | Apple iPhone 15 Pro |
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| ResNet50 (resnet50) | COREML FP16 | [84.453](https://github.com/pytorch/executorch/actions/runs/10836589365/job/30078680731) | [1329.846](https://github.com/pytorch/executorch/actions/runs/10836589365/job/30078680731) | Apple iPhone 15 Pro |
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| Wave2Letter (w2l) | XNN Q8 | [33.913](https://github.com/pytorch/executorch/actions/runs/10857890364/job/30139445319) | [135.584](https://github.com/pytorch/executorch/actions/runs/10857890364/job/30139445319) | Apple iPhone 15 Pro |
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| TorchVisionVit (vit) | QNN FP16 | [174.430](https://github.com/pytorch/executorch/actions/runs/10875550238/job/30218989581) | [199.279](https://github.com/pytorch/executorch/actions/runs/10875550238/job/30218989581) | Samsung S22 |
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| Wave2Letter (w2l) | XNNPACK Q8 | [33.913](https://github.com/pytorch/executorch/actions/runs/10857890364/job/30139445319) | [135.584](https://github.com/pytorch/executorch/actions/runs/10857890364/job/30139445319) | Apple iPhone 15 Pro |
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## Supported Use Cases

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