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HRNetFace

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v0.48.0

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See https://github.com/qualcomm/ai-hub-models/releases/v0.48.0 for changelog.

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  1. README.md +72 -72
README.md CHANGED
@@ -28,12 +28,12 @@ Below are pre-exported model assets ready for deployment.
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  | Runtime | Precision | Chipset | SDK Versions | Download |
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  |---|---|---|---|---|
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- | ONNX | float | Universal | QAIRT 2.42, ONNX Runtime 1.24.1 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/hrnet_face/releases/v0.47.0/hrnet_face-onnx-float.zip)
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- | ONNX | w8a8 | Universal | QAIRT 2.42, ONNX Runtime 1.24.1 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/hrnet_face/releases/v0.47.0/hrnet_face-onnx-w8a8.zip)
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- | QNN_DLC | float | Universal | QAIRT 2.43 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/hrnet_face/releases/v0.47.0/hrnet_face-qnn_dlc-float.zip)
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- | QNN_DLC | w8a8 | Universal | QAIRT 2.43 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/hrnet_face/releases/v0.47.0/hrnet_face-qnn_dlc-w8a8.zip)
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- | TFLITE | float | Universal | QAIRT 2.43, TFLite 2.17.0 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/hrnet_face/releases/v0.47.0/hrnet_face-tflite-float.zip)
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- | TFLITE | w8a8 | Universal | QAIRT 2.43, TFLite 2.17.0 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/hrnet_face/releases/v0.47.0/hrnet_face-tflite-w8a8.zip)
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  For more device-specific assets and performance metrics, visit **[HRNetFace on Qualcomm® AI Hub](https://aihub.qualcomm.com/models/hrnet_face)**.
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@@ -63,73 +63,73 @@ See our repository for [HRNetFace on GitHub](https://github.com/qualcomm/ai-hub-
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  ## Performance Summary
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  | Model | Runtime | Precision | Chipset | Inference Time (ms) | Peak Memory Range (MB) | Primary Compute Unit
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  |---|---|---|---|---|---|---
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- | HRNetFace | ONNX | float | Snapdragon® X2 Elite | 1.541 ms | 31 - 31 MB | NPU
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- | HRNetFace | ONNX | float | Snapdragon® X Elite | 3.326 ms | 30 - 30 MB | NPU
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- | HRNetFace | ONNX | float | Snapdragon® 8 Gen 3 Mobile | 2.152 ms | 0 - 148 MB | NPU
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- | HRNetFace | ONNX | float | Qualcomm® QCS8550 (Proxy) | 2.971 ms | 0 - 34 MB | NPU
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- | HRNetFace | ONNX | float | Qualcomm® QCS9075 | 4.743 ms | 2 - 4 MB | NPU
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- | HRNetFace | ONNX | float | Snapdragon® 8 Elite For Galaxy Mobile | 1.652 ms | 0 - 95 MB | NPU
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  | HRNetFace | ONNX | float | Snapdragon® 8 Elite Gen 5 Mobile | 1.328 ms | 1 - 98 MB | NPU
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- | HRNetFace | ONNX | w8a8 | Snapdragon® X2 Elite | 0.652 ms | 15 - 15 MB | NPU
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- | HRNetFace | ONNX | w8a8 | Snapdragon® X Elite | 1.552 ms | 15 - 15 MB | NPU
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- | HRNetFace | ONNX | w8a8 | Snapdragon® 8 Gen 3 Mobile | 0.903 ms | 0 - 153 MB | NPU
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- | HRNetFace | ONNX | w8a8 | Qualcomm® QCS6490 | 92.127 ms | 18 - 36 MB | CPU
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- | HRNetFace | ONNX | w8a8 | Qualcomm® QCS8550 (Proxy) | 1.304 ms | 0 - 21 MB | NPU
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- | HRNetFace | ONNX | w8a8 | Qualcomm® QCS9075 | 1.548 ms | 0 - 3 MB | NPU
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- | HRNetFace | ONNX | w8a8 | Qualcomm® QCM6690 | 49.641 ms | 18 - 36 MB | CPU
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- | HRNetFace | ONNX | w8a8 | Snapdragon® 8 Elite For Galaxy Mobile | 0.696 ms | 0 - 95 MB | NPU
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- | HRNetFace | ONNX | w8a8 | Snapdragon® 7 Gen 4 Mobile | 47.06 ms | 19 - 37 MB | CPU
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- | HRNetFace | ONNX | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 0.58 ms | 0 - 105 MB | NPU
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- | HRNetFace | QNN_DLC | float | Snapdragon® X2 Elite | 1.907 ms | 1 - 1 MB | NPU
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- | HRNetFace | QNN_DLC | float | Snapdragon® X Elite | 3.733 ms | 1 - 1 MB | NPU
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- | HRNetFace | QNN_DLC | float | Snapdragon® 8 Gen 3 Mobile | 2.373 ms | 0 - 123 MB | NPU
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- | HRNetFace | QNN_DLC | float | Qualcomm® QCS8275 (Proxy) | 15.467 ms | 1 - 76 MB | NPU
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- | HRNetFace | QNN_DLC | float | Qualcomm® QCS8550 (Proxy) | 3.351 ms | 1 - 8 MB | NPU
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- | HRNetFace | QNN_DLC | float | Qualcomm® SA8775P | 5.21 ms | 1 - 77 MB | NPU
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- | HRNetFace | QNN_DLC | float | Qualcomm® QCS9075 | 5.106 ms | 3 - 5 MB | NPU
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- | HRNetFace | QNN_DLC | float | Qualcomm® QCS8450 (Proxy) | 4.917 ms | 0 - 105 MB | NPU
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- | HRNetFace | QNN_DLC | float | Qualcomm® SA7255P | 15.467 ms | 1 - 76 MB | NPU
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- | HRNetFace | QNN_DLC | float | Qualcomm® SA8295P | 5.664 ms | 1 - 61 MB | NPU
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- | HRNetFace | QNN_DLC | float | Snapdragon® 8 Elite For Galaxy Mobile | 1.789 ms | 0 - 78 MB | NPU
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- | HRNetFace | QNN_DLC | float | Snapdragon® 8 Elite Gen 5 Mobile | 1.391 ms | 1 - 81 MB | NPU
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- | HRNetFace | QNN_DLC | w8a8 | Snapdragon® X2 Elite | 0.896 ms | 0 - 0 MB | NPU
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- | HRNetFace | QNN_DLC | w8a8 | Snapdragon® X Elite | 1.573 ms | 0 - 0 MB | NPU
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- | HRNetFace | QNN_DLC | w8a8 | Snapdragon® 8 Gen 3 Mobile | 0.952 ms | 0 - 112 MB | NPU
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- | HRNetFace | QNN_DLC | w8a8 | Qualcomm® QCS6490 | 3.898 ms | 0 - 2 MB | NPU
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- | HRNetFace | QNN_DLC | w8a8 | Qualcomm® QCS8275 (Proxy) | 3.291 ms | 0 - 70 MB | NPU
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- | HRNetFace | QNN_DLC | w8a8 | Qualcomm® QCS8550 (Proxy) | 1.367 ms | 0 - 16 MB | NPU
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- | HRNetFace | QNN_DLC | w8a8 | Qualcomm® SA8775P | 1.725 ms | 0 - 72 MB | NPU
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- | HRNetFace | QNN_DLC | w8a8 | Qualcomm® QCS9075 | 1.646 ms | 2 - 4 MB | NPU
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- | HRNetFace | QNN_DLC | w8a8 | Qualcomm® QCM6690 | 10.471 ms | 0 - 198 MB | NPU
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- | HRNetFace | QNN_DLC | w8a8 | Qualcomm® QCS8450 (Proxy) | 1.814 ms | 0 - 106 MB | NPU
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- | HRNetFace | QNN_DLC | w8a8 | Qualcomm® SA7255P | 3.291 ms | 0 - 70 MB | NPU
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- | HRNetFace | QNN_DLC | w8a8 | Qualcomm® SA8295P | 2.241 ms | 0 - 68 MB | NPU
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- | HRNetFace | QNN_DLC | w8a8 | Snapdragon® 8 Elite For Galaxy Mobile | 0.677 ms | 0 - 72 MB | NPU
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- | HRNetFace | QNN_DLC | w8a8 | Snapdragon® 7 Gen 4 Mobile | 1.639 ms | 0 - 78 MB | NPU
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- | HRNetFace | QNN_DLC | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 0.544 ms | 0 - 72 MB | NPU
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- | HRNetFace | TFLITE | float | Snapdragon® 8 Gen 3 Mobile | 2.146 ms | 0 - 143 MB | NPU
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- | HRNetFace | TFLITE | float | Qualcomm® QCS8275 (Proxy) | 15.232 ms | 0 - 92 MB | NPU
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- | HRNetFace | TFLITE | float | Qualcomm® QCS8550 (Proxy) | 3.002 ms | 0 - 3 MB | NPU
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- | HRNetFace | TFLITE | float | Qualcomm® SA8775P | 4.86 ms | 0 - 93 MB | NPU
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- | HRNetFace | TFLITE | float | Qualcomm® QCS9075 | 4.734 ms | 0 - 35 MB | NPU
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- | HRNetFace | TFLITE | float | Qualcomm® QCS8450 (Proxy) | 4.496 ms | 0 - 125 MB | NPU
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- | HRNetFace | TFLITE | float | Qualcomm® SA7255P | 15.232 ms | 0 - 92 MB | NPU
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- | HRNetFace | TFLITE | float | Qualcomm® SA8295P | 5.273 ms | 1 - 75 MB | NPU
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- | HRNetFace | TFLITE | float | Snapdragon® 8 Elite For Galaxy Mobile | 1.667 ms | 0 - 87 MB | NPU
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- | HRNetFace | TFLITE | float | Snapdragon® 8 Elite Gen 5 Mobile | 1.301 ms | 0 - 96 MB | NPU
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- | HRNetFace | TFLITE | w8a8 | Snapdragon® 8 Gen 3 Mobile | 0.836 ms | 0 - 115 MB | NPU
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- | HRNetFace | TFLITE | w8a8 | Qualcomm® QCS6490 | 3.586 ms | 0 - 18 MB | NPU
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- | HRNetFace | TFLITE | w8a8 | Qualcomm® QCS8275 (Proxy) | 3.194 ms | 0 - 71 MB | NPU
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- | HRNetFace | TFLITE | w8a8 | Qualcomm® QCS8550 (Proxy) | 1.276 ms | 0 - 3 MB | NPU
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- | HRNetFace | TFLITE | w8a8 | Qualcomm® SA8775P | 1.683 ms | 0 - 72 MB | NPU
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- | HRNetFace | TFLITE | w8a8 | Qualcomm® QCS9075 | 1.487 ms | 0 - 18 MB | NPU
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- | HRNetFace | TFLITE | w8a8 | Qualcomm® QCM6690 | 9.845 ms | 0 - 196 MB | NPU
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- | HRNetFace | TFLITE | w8a8 | Qualcomm® QCS8450 (Proxy) | 1.665 ms | 0 - 110 MB | NPU
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- | HRNetFace | TFLITE | w8a8 | Qualcomm® SA7255P | 3.194 ms | 0 - 71 MB | NPU
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- | HRNetFace | TFLITE | w8a8 | Qualcomm® SA8295P | 2.174 ms | 0 - 68 MB | NPU
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- | HRNetFace | TFLITE | w8a8 | Snapdragon® 8 Elite For Galaxy Mobile | 0.69 ms | 0 - 71 MB | NPU
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- | HRNetFace | TFLITE | w8a8 | Snapdragon® 7 Gen 4 Mobile | 1.531 ms | 0 - 75 MB | NPU
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- | HRNetFace | TFLITE | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 0.574 ms | 0 - 73 MB | NPU
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  ## License
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  * The license for the original implementation of HRNetFace can be found
 
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  | Runtime | Precision | Chipset | SDK Versions | Download |
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  |---|---|---|---|---|
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+ | ONNX | float | Universal | QAIRT 2.42, ONNX Runtime 1.24.1 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/hrnet_face/releases/v0.48.0/hrnet_face-onnx-float.zip)
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+ | ONNX | w8a8 | Universal | QAIRT 2.42, ONNX Runtime 1.24.1 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/hrnet_face/releases/v0.48.0/hrnet_face-onnx-w8a8.zip)
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+ | QNN_DLC | float | Universal | QAIRT 2.43 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/hrnet_face/releases/v0.48.0/hrnet_face-qnn_dlc-float.zip)
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+ | QNN_DLC | w8a8 | Universal | QAIRT 2.43 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/hrnet_face/releases/v0.48.0/hrnet_face-qnn_dlc-w8a8.zip)
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+ | TFLITE | float | Universal | QAIRT 2.43, TFLite 2.17.0 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/hrnet_face/releases/v0.48.0/hrnet_face-tflite-float.zip)
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+ | TFLITE | w8a8 | Universal | QAIRT 2.43, TFLite 2.17.0 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/hrnet_face/releases/v0.48.0/hrnet_face-tflite-w8a8.zip)
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  For more device-specific assets and performance metrics, visit **[HRNetFace on Qualcomm® AI Hub](https://aihub.qualcomm.com/models/hrnet_face)**.
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  ## Performance Summary
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  | Model | Runtime | Precision | Chipset | Inference Time (ms) | Peak Memory Range (MB) | Primary Compute Unit
65
  |---|---|---|---|---|---|---
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+ | HRNetFace | ONNX | float | Snapdragon® X2 Elite | 1.54 ms | 31 - 31 MB | NPU
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+ | HRNetFace | ONNX | float | Snapdragon® X Elite | 3.34 ms | 30 - 30 MB | NPU
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+ | HRNetFace | ONNX | float | Snapdragon® 8 Gen 3 Mobile | 2.156 ms | 0 - 156 MB | NPU
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+ | HRNetFace | ONNX | float | Qualcomm® QCS8550 (Proxy) | 2.97 ms | 0 - 34 MB | NPU
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+ | HRNetFace | ONNX | float | Qualcomm® QCS9075 | 4.741 ms | 2 - 4 MB | NPU
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+ | HRNetFace | ONNX | float | Snapdragon® 8 Elite For Galaxy Mobile | 1.653 ms | 0 - 98 MB | NPU
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  | HRNetFace | ONNX | float | Snapdragon® 8 Elite Gen 5 Mobile | 1.328 ms | 1 - 98 MB | NPU
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+ | HRNetFace | ONNX | w8a8 | Snapdragon® X2 Elite | 0.654 ms | 15 - 15 MB | NPU
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+ | HRNetFace | ONNX | w8a8 | Snapdragon® X Elite | 1.542 ms | 15 - 15 MB | NPU
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+ | HRNetFace | ONNX | w8a8 | Snapdragon® 8 Gen 3 Mobile | 0.899 ms | 0 - 153 MB | NPU
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+ | HRNetFace | ONNX | w8a8 | Qualcomm® QCS6490 | 97.024 ms | 18 - 36 MB | CPU
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+ | HRNetFace | ONNX | w8a8 | Qualcomm® QCS8550 (Proxy) | 1.298 ms | 0 - 21 MB | NPU
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+ | HRNetFace | ONNX | w8a8 | Qualcomm® QCS9075 | 1.523 ms | 0 - 3 MB | NPU
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+ | HRNetFace | ONNX | w8a8 | Qualcomm® QCM6690 | 49.948 ms | 21 - 40 MB | CPU
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+ | HRNetFace | ONNX | w8a8 | Snapdragon® 8 Elite For Galaxy Mobile | 0.702 ms | 0 - 103 MB | NPU
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+ | HRNetFace | ONNX | w8a8 | Snapdragon® 7 Gen 4 Mobile | 46.986 ms | 18 - 37 MB | CPU
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+ | HRNetFace | ONNX | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 0.587 ms | 0 - 104 MB | NPU
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+ | HRNetFace | QNN_DLC | float | Snapdragon® X2 Elite | 1.932 ms | 1 - 1 MB | NPU
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+ | HRNetFace | QNN_DLC | float | Snapdragon® X Elite | 3.721 ms | 1 - 1 MB | NPU
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+ | HRNetFace | QNN_DLC | float | Snapdragon® 8 Gen 3 Mobile | 2.339 ms | 0 - 123 MB | NPU
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+ | HRNetFace | QNN_DLC | float | Qualcomm® QCS8275 (Proxy) | 15.449 ms | 1 - 77 MB | NPU
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+ | HRNetFace | QNN_DLC | float | Qualcomm® QCS8550 (Proxy) | 3.319 ms | 1 - 2 MB | NPU
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+ | HRNetFace | QNN_DLC | float | Qualcomm® SA8775P | 5.1 ms | 1 - 80 MB | NPU
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+ | HRNetFace | QNN_DLC | float | Qualcomm® QCS9075 | 5.029 ms | 1 - 4 MB | NPU
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+ | HRNetFace | QNN_DLC | float | Qualcomm® QCS8450 (Proxy) | 5.434 ms | 0 - 107 MB | NPU
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+ | HRNetFace | QNN_DLC | float | Qualcomm® SA7255P | 15.449 ms | 1 - 77 MB | NPU
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+ | HRNetFace | QNN_DLC | float | Qualcomm® SA8295P | 5.593 ms | 1 - 62 MB | NPU
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+ | HRNetFace | QNN_DLC | float | Snapdragon® 8 Elite For Galaxy Mobile | 1.758 ms | 0 - 80 MB | NPU
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+ | HRNetFace | QNN_DLC | float | Snapdragon® 8 Elite Gen 5 Mobile | 1.369 ms | 1 - 83 MB | NPU
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+ | HRNetFace | QNN_DLC | w8a8 | Snapdragon® X2 Elite | 0.849 ms | 0 - 0 MB | NPU
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+ | HRNetFace | QNN_DLC | w8a8 | Snapdragon® X Elite | 1.563 ms | 0 - 0 MB | NPU
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+ | HRNetFace | QNN_DLC | w8a8 | Snapdragon® 8 Gen 3 Mobile | 0.906 ms | 0 - 110 MB | NPU
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+ | HRNetFace | QNN_DLC | w8a8 | Qualcomm® QCS6490 | 3.77 ms | 0 - 2 MB | NPU
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+ | HRNetFace | QNN_DLC | w8a8 | Qualcomm® QCS8275 (Proxy) | 3.252 ms | 0 - 70 MB | NPU
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+ | HRNetFace | QNN_DLC | w8a8 | Qualcomm® QCS8550 (Proxy) | 1.35 ms | 0 - 115 MB | NPU
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+ | HRNetFace | QNN_DLC | w8a8 | Qualcomm® SA8775P | 1.702 ms | 0 - 72 MB | NPU
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+ | HRNetFace | QNN_DLC | w8a8 | Qualcomm® QCS9075 | 1.616 ms | 0 - 2 MB | NPU
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+ | HRNetFace | QNN_DLC | w8a8 | Qualcomm® QCM6690 | 10.476 ms | 0 - 197 MB | NPU
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+ | HRNetFace | QNN_DLC | w8a8 | Qualcomm® QCS8450 (Proxy) | 1.78 ms | 0 - 106 MB | NPU
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+ | HRNetFace | QNN_DLC | w8a8 | Qualcomm® SA7255P | 3.252 ms | 0 - 70 MB | NPU
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+ | HRNetFace | QNN_DLC | w8a8 | Qualcomm® SA8295P | 2.21 ms | 0 - 68 MB | NPU
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+ | HRNetFace | QNN_DLC | w8a8 | Snapdragon® 8 Elite For Galaxy Mobile | 0.659 ms | 0 - 72 MB | NPU
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+ | HRNetFace | QNN_DLC | w8a8 | Snapdragon® 7 Gen 4 Mobile | 1.619 ms | 0 - 78 MB | NPU
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+ | HRNetFace | QNN_DLC | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 0.541 ms | 0 - 72 MB | NPU
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+ | HRNetFace | TFLITE | float | Snapdragon® 8 Gen 3 Mobile | 2.321 ms | 0 - 144 MB | NPU
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+ | HRNetFace | TFLITE | float | Qualcomm® QCS8275 (Proxy) | 15.414 ms | 0 - 93 MB | NPU
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+ | HRNetFace | TFLITE | float | Qualcomm® QCS8550 (Proxy) | 3.333 ms | 0 - 2 MB | NPU
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+ | HRNetFace | TFLITE | float | Qualcomm® SA8775P | 5.168 ms | 0 - 94 MB | NPU
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+ | HRNetFace | TFLITE | float | Qualcomm® QCS9075 | 5.041 ms | 0 - 35 MB | NPU
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+ | HRNetFace | TFLITE | float | Qualcomm® QCS8450 (Proxy) | 5.433 ms | 1 - 129 MB | NPU
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+ | HRNetFace | TFLITE | float | Qualcomm® SA7255P | 15.414 ms | 0 - 93 MB | NPU
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+ | HRNetFace | TFLITE | float | Qualcomm® SA8295P | 5.659 ms | 1 - 75 MB | NPU
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+ | HRNetFace | TFLITE | float | Snapdragon® 8 Elite For Galaxy Mobile | 1.757 ms | 0 - 89 MB | NPU
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+ | HRNetFace | TFLITE | float | Snapdragon® 8 Elite Gen 5 Mobile | 1.381 ms | 0 - 99 MB | NPU
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+ | HRNetFace | TFLITE | w8a8 | Snapdragon® 8 Gen 3 Mobile | 0.736 ms | 0 - 113 MB | NPU
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+ | HRNetFace | TFLITE | w8a8 | Qualcomm® QCS6490 | 3.343 ms | 0 - 18 MB | NPU
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+ | HRNetFace | TFLITE | w8a8 | Qualcomm® QCS8275 (Proxy) | 2.895 ms | 0 - 71 MB | NPU
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+ | HRNetFace | TFLITE | w8a8 | Qualcomm® QCS8550 (Proxy) | 1.109 ms | 0 - 3 MB | NPU
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+ | HRNetFace | TFLITE | w8a8 | Qualcomm® SA8775P | 5.606 ms | 0 - 70 MB | NPU
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+ | HRNetFace | TFLITE | w8a8 | Qualcomm® QCS9075 | 1.326 ms | 0 - 18 MB | NPU
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+ | HRNetFace | TFLITE | w8a8 | Qualcomm® QCM6690 | 9.802 ms | 0 - 198 MB | NPU
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+ | HRNetFace | TFLITE | w8a8 | Qualcomm® QCS8450 (Proxy) | 1.596 ms | 0 - 111 MB | NPU
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+ | HRNetFace | TFLITE | w8a8 | Qualcomm® SA7255P | 2.895 ms | 0 - 71 MB | NPU
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+ | HRNetFace | TFLITE | w8a8 | Qualcomm® SA8295P | 1.949 ms | 0 - 68 MB | NPU
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+ | HRNetFace | TFLITE | w8a8 | Snapdragon® 8 Elite For Galaxy Mobile | 0.583 ms | 0 - 72 MB | NPU
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+ | HRNetFace | TFLITE | w8a8 | Snapdragon® 7 Gen 4 Mobile | 1.354 ms | 0 - 75 MB | NPU
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+ | HRNetFace | TFLITE | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 0.465 ms | 0 - 74 MB | NPU
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  ## License
135
  * The license for the original implementation of HRNetFace can be found