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Lightweight-Face-Detection

Object Detection
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v0.51.0

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See https://github.com/qualcomm/ai-hub-models/releases/v0.51.0 for changelog.

Files changed (2) hide show
  1. README.md +123 -123
  2. release_assets.json +87 -1
README.md CHANGED
@@ -28,16 +28,16 @@ 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 1.24.3 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/face_det_lite/releases/v0.50.2/face_det_lite-onnx-float.zip)
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- | ONNX | w8a16 | Universal | QAIRT 2.42, ONNX Runtime 1.24.3 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/face_det_lite/releases/v0.50.2/face_det_lite-onnx-w8a16.zip)
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- | ONNX | w8a16_mixed_int16 | Universal | QAIRT 2.42, ONNX Runtime 1.24.3 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/face_det_lite/releases/v0.50.2/face_det_lite-onnx-w8a16_mixed_int16.zip)
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- | ONNX | w8a8 | Universal | QAIRT 2.42, ONNX Runtime 1.24.3 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/face_det_lite/releases/v0.50.2/face_det_lite-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/face_det_lite/releases/v0.50.2/face_det_lite-qnn_dlc-float.zip)
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- | QNN_DLC | w8a16 | Universal | QAIRT 2.43 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/face_det_lite/releases/v0.50.2/face_det_lite-qnn_dlc-w8a16.zip)
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- | QNN_DLC | w8a16_mixed_int16 | Universal | QAIRT 2.43 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/face_det_lite/releases/v0.50.2/face_det_lite-qnn_dlc-w8a16_mixed_int16.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/face_det_lite/releases/v0.50.2/face_det_lite-qnn_dlc-w8a8.zip)
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- | TFLITE | float | Universal | QAIRT 2.43, TFLite 2.19.1 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/face_det_lite/releases/v0.50.2/face_det_lite-tflite-float.zip)
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- | TFLITE | w8a8 | Universal | QAIRT 2.43, TFLite 2.19.1 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/face_det_lite/releases/v0.50.2/face_det_lite-tflite-w8a8.zip)
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  For more device-specific assets and performance metrics, visit **[Lightweight-Face-Detection on Qualcomm® AI Hub](https://aihub.qualcomm.com/models/face_det_lite)**.
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@@ -69,120 +69,120 @@ See our repository for [Lightweight-Face-Detection on GitHub](https://github.com
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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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- | Lightweight-Face-Detection | ONNX | float | Snapdragon® 8 Elite Gen 5 Mobile | 1.077 ms | 0 - 148 MB | NPU
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- | Lightweight-Face-Detection | ONNX | float | Snapdragon® X2 Elite | 1.155 ms | 0 - 0 MB | NPU
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- | Lightweight-Face-Detection | ONNX | float | Snapdragon® X Elite | 2.187 ms | 1 - 1 MB | NPU
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- | Lightweight-Face-Detection | ONNX | float | Snapdragon® 8 Gen 3 Mobile | 1.083 ms | 0 - 160 MB | NPU
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- | Lightweight-Face-Detection | ONNX | float | Qualcomm® QCS8550 (Proxy) | 1.968 ms | 1 - 3 MB | NPU
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- | Lightweight-Face-Detection | ONNX | float | Qualcomm® QCS9075 | 2.487 ms | 1 - 4 MB | NPU
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- | Lightweight-Face-Detection | ONNX | float | Snapdragon® 8 Elite For Galaxy Mobile | 0.893 ms | 0 - 143 MB | NPU
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- | Lightweight-Face-Detection | ONNX | w8a16 | Snapdragon® 8 Elite Gen 5 Mobile | 0.831 ms | 0 - 146 MB | NPU
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- | Lightweight-Face-Detection | ONNX | w8a16 | Snapdragon® X2 Elite | 1.426 ms | 0 - 0 MB | NPU
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- | Lightweight-Face-Detection | ONNX | w8a16 | Snapdragon® X Elite | 1.969 ms | 1 - 1 MB | NPU
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  | Lightweight-Face-Detection | ONNX | w8a16 | Snapdragon® 8 Gen 3 Mobile | 0.987 ms | 0 - 156 MB | NPU
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- | Lightweight-Face-Detection | ONNX | w8a16 | Qualcomm® QCS6490 | 88.417 ms | 28 - 31 MB | CPU
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- | Lightweight-Face-Detection | ONNX | w8a16 | Qualcomm® QCS8550 (Proxy) | 1.75 ms | 0 - 102 MB | NPU
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- | Lightweight-Face-Detection | ONNX | w8a16 | Qualcomm® QCS9075 | 2.088 ms | 0 - 3 MB | NPU
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- | Lightweight-Face-Detection | ONNX | w8a16 | Qualcomm® QCM6690 | 44.785 ms | 27 - 35 MB | CPU
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- | Lightweight-Face-Detection | ONNX | w8a16 | Snapdragon® 8 Elite For Galaxy Mobile | 0.851 ms | 0 - 147 MB | NPU
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- | Lightweight-Face-Detection | ONNX | w8a16 | Snapdragon® 7 Gen 4 Mobile | 34.39 ms | 28 - 36 MB | CPU
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- | Lightweight-Face-Detection | ONNX | w8a16_mixed_int16 | Snapdragon® 8 Elite Gen 5 Mobile | 0.84 ms | 0 - 147 MB | NPU
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- | Lightweight-Face-Detection | ONNX | w8a16_mixed_int16 | Snapdragon® X2 Elite | 0.907 ms | 0 - 0 MB | NPU
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- | Lightweight-Face-Detection | ONNX | w8a16_mixed_int16 | Snapdragon® X Elite | 1.965 ms | 1 - 1 MB | NPU
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- | Lightweight-Face-Detection | ONNX | w8a16_mixed_int16 | Snapdragon® 8 Gen 3 Mobile | 1.015 ms | 0 - 158 MB | NPU
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- | Lightweight-Face-Detection | ONNX | w8a16_mixed_int16 | Qualcomm® QCS6490 | 87.143 ms | 32 - 35 MB | CPU
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- | Lightweight-Face-Detection | ONNX | w8a16_mixed_int16 | Qualcomm® QCS8550 (Proxy) | 1.719 ms | 0 - 3 MB | NPU
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- | Lightweight-Face-Detection | ONNX | w8a16_mixed_int16 | Qualcomm® QCS9075 | 2.114 ms | 0 - 3 MB | NPU
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- | Lightweight-Face-Detection | ONNX | w8a16_mixed_int16 | Qualcomm® QCM6690 | 44.914 ms | 27 - 34 MB | CPU
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- | Lightweight-Face-Detection | ONNX | w8a16_mixed_int16 | Snapdragon® 8 Elite For Galaxy Mobile | 0.863 ms | 0 - 147 MB | NPU
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- | Lightweight-Face-Detection | ONNX | w8a16_mixed_int16 | Snapdragon® 7 Gen 4 Mobile | 34.365 ms | 27 - 35 MB | CPU
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- | Lightweight-Face-Detection | ONNX | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 0.22 ms | 0 - 145 MB | NPU
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- | Lightweight-Face-Detection | ONNX | w8a8 | Snapdragon® X2 Elite | 0.23 ms | 0 - 0 MB | NPU
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- | Lightweight-Face-Detection | ONNX | w8a8 | Snapdragon® X Elite | 0.583 ms | 0 - 0 MB | NPU
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- | Lightweight-Face-Detection | ONNX | w8a8 | Snapdragon® 8 Gen 3 Mobile | 0.312 ms | 0 - 153 MB | NPU
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- | Lightweight-Face-Detection | ONNX | w8a8 | Qualcomm® QCS6490 | 17.058 ms | 13 - 17 MB | CPU
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- | Lightweight-Face-Detection | ONNX | w8a8 | Qualcomm® QCS8550 (Proxy) | 0.454 ms | 0 - 10 MB | NPU
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- | Lightweight-Face-Detection | ONNX | w8a8 | Qualcomm® QCS9075 | 0.64 ms | 0 - 3 MB | NPU
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- | Lightweight-Face-Detection | ONNX | w8a8 | Qualcomm® QCM6690 | 12.921 ms | 13 - 22 MB | CPU
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- | Lightweight-Face-Detection | ONNX | w8a8 | Snapdragon® 8 Elite For Galaxy Mobile | 0.252 ms | 0 - 140 MB | NPU
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- | Lightweight-Face-Detection | ONNX | w8a8 | Snapdragon® 7 Gen 4 Mobile | 9.56 ms | 13 - 22 MB | CPU
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- | Lightweight-Face-Detection | QNN_DLC | float | Snapdragon® 8 Elite Gen 5 Mobile | 1.082 ms | 1 - 33 MB | NPU
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- | Lightweight-Face-Detection | QNN_DLC | float | Snapdragon® X2 Elite | 1.395 ms | 1 - 1 MB | NPU
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- | Lightweight-Face-Detection | QNN_DLC | float | Snapdragon® X Elite | 2.83 ms | 1 - 1 MB | NPU
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- | Lightweight-Face-Detection | QNN_DLC | float | Snapdragon® 8 Gen 3 Mobile | 1.596 ms | 0 - 42 MB | NPU
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- | Lightweight-Face-Detection | QNN_DLC | float | Qualcomm® QCS8275 (Proxy) | 6.687 ms | 1 - 29 MB | NPU
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- | Lightweight-Face-Detection | QNN_DLC | float | Qualcomm® QCS8550 (Proxy) | 2.536 ms | 1 - 3 MB | NPU
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- | Lightweight-Face-Detection | QNN_DLC | float | Qualcomm® SA8775P | 3.239 ms | 1 - 30 MB | NPU
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- | Lightweight-Face-Detection | QNN_DLC | float | Qualcomm® QCS9075 | 3.703 ms | 1 - 4 MB | NPU
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- | Lightweight-Face-Detection | QNN_DLC | float | Qualcomm® QCS8450 (Proxy) | 4.289 ms | 0 - 43 MB | NPU
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- | Lightweight-Face-Detection | QNN_DLC | float | Qualcomm® SA7255P | 6.687 ms | 1 - 29 MB | NPU
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- | Lightweight-Face-Detection | QNN_DLC | float | Qualcomm® SA8295P | 3.761 ms | 1 - 26 MB | NPU
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- | Lightweight-Face-Detection | QNN_DLC | float | Snapdragon® 8 Elite For Galaxy Mobile | 1.221 ms | 1 - 34 MB | NPU
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- | Lightweight-Face-Detection | QNN_DLC | w8a16 | Snapdragon® 8 Elite Gen 5 Mobile | 0.709 ms | 1 - 142 MB | NPU
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- | Lightweight-Face-Detection | QNN_DLC | w8a16 | Snapdragon® X2 Elite | 0.947 ms | 1 - 1 MB | NPU
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- | Lightweight-Face-Detection | QNN_DLC | w8a16 | Snapdragon® X Elite | 1.959 ms | 1 - 1 MB | NPU
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- | Lightweight-Face-Detection | QNN_DLC | w8a16 | Snapdragon® 8 Gen 3 Mobile | 0.963 ms | 0 - 152 MB | NPU
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- | Lightweight-Face-Detection | QNN_DLC | w8a16 | Qualcomm® QCS6490 | 6.539 ms | 0 - 3 MB | NPU
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- | Lightweight-Face-Detection | QNN_DLC | w8a16 | Qualcomm® QCS8275 (Proxy) | 2.978 ms | 1 - 139 MB | NPU
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- | Lightweight-Face-Detection | QNN_DLC | w8a16 | Qualcomm® QCS8550 (Proxy) | 1.731 ms | 1 - 2 MB | NPU
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- | Lightweight-Face-Detection | QNN_DLC | w8a16 | Qualcomm® SA8775P | 1.951 ms | 1 - 142 MB | NPU
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- | Lightweight-Face-Detection | QNN_DLC | w8a16 | Qualcomm® QCS9075 | 2.17 ms | 0 - 3 MB | NPU
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- | Lightweight-Face-Detection | QNN_DLC | w8a16 | Qualcomm® QCM6690 | 12.622 ms | 1 - 140 MB | NPU
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- | Lightweight-Face-Detection | QNN_DLC | w8a16 | Qualcomm® QCS8450 (Proxy) | 2.89 ms | 0 - 154 MB | NPU
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- | Lightweight-Face-Detection | QNN_DLC | w8a16 | Qualcomm® SA7255P | 2.978 ms | 1 - 139 MB | NPU
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- | Lightweight-Face-Detection | QNN_DLC | w8a16 | Qualcomm® SA8295P | 2.258 ms | 0 - 137 MB | NPU
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- | Lightweight-Face-Detection | QNN_DLC | w8a16 | Snapdragon® 8 Elite For Galaxy Mobile | 0.773 ms | 0 - 142 MB | NPU
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- | Lightweight-Face-Detection | QNN_DLC | w8a16 | Snapdragon® 7 Gen 4 Mobile | 2.601 ms | 1 - 139 MB | NPU
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- | Lightweight-Face-Detection | QNN_DLC | w8a16_mixed_int16 | Snapdragon® 8 Elite Gen 5 Mobile | 0.723 ms | 1 - 143 MB | NPU
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- | Lightweight-Face-Detection | QNN_DLC | w8a16_mixed_int16 | Snapdragon® X2 Elite | 0.924 ms | 1 - 1 MB | NPU
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- | Lightweight-Face-Detection | QNN_DLC | w8a16_mixed_int16 | Snapdragon® X Elite | 1.991 ms | 1 - 1 MB | NPU
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- | Lightweight-Face-Detection | QNN_DLC | w8a16_mixed_int16 | Snapdragon® 8 Gen 3 Mobile | 0.968 ms | 0 - 154 MB | NPU
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- | Lightweight-Face-Detection | QNN_DLC | w8a16_mixed_int16 | Qualcomm® QCS8275 (Proxy) | 3.181 ms | 1 - 139 MB | NPU
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- | Lightweight-Face-Detection | QNN_DLC | w8a16_mixed_int16 | Qualcomm® QCS8550 (Proxy) | 1.769 ms | 1 - 7 MB | NPU
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- | Lightweight-Face-Detection | QNN_DLC | w8a16_mixed_int16 | Qualcomm® SA8775P | 1.973 ms | 1 - 142 MB | NPU
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- | Lightweight-Face-Detection | QNN_DLC | w8a16_mixed_int16 | Qualcomm® QCS9075 | 2.31 ms | 1 - 3 MB | NPU
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- | Lightweight-Face-Detection | QNN_DLC | w8a16_mixed_int16 | Qualcomm® QCM6690 | 13.809 ms | 1 - 141 MB | NPU
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- | Lightweight-Face-Detection | QNN_DLC | w8a16_mixed_int16 | Qualcomm® SA7255P | 3.181 ms | 1 - 139 MB | NPU
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- | Lightweight-Face-Detection | QNN_DLC | w8a16_mixed_int16 | Snapdragon® 8 Elite For Galaxy Mobile | 0.829 ms | 0 - 139 MB | NPU
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- | Lightweight-Face-Detection | QNN_DLC | w8a16_mixed_int16 | Snapdragon® 7 Gen 4 Mobile | 2.579 ms | 1 - 139 MB | NPU
148
- | Lightweight-Face-Detection | QNN_DLC | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 0.19 ms | 0 - 27 MB | NPU
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- | Lightweight-Face-Detection | QNN_DLC | w8a8 | Snapdragon® X2 Elite | 0.303 ms | 0 - 0 MB | NPU
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- | Lightweight-Face-Detection | QNN_DLC | w8a8 | Snapdragon® X Elite | 0.548 ms | 0 - 0 MB | NPU
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- | Lightweight-Face-Detection | QNN_DLC | w8a8 | Snapdragon® 8 Gen 3 Mobile | 0.287 ms | 0 - 35 MB | NPU
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- | Lightweight-Face-Detection | QNN_DLC | w8a8 | Qualcomm® QCS6490 | 1.287 ms | 0 - 2 MB | NPU
153
- | Lightweight-Face-Detection | QNN_DLC | w8a8 | Qualcomm® QCS8275 (Proxy) | 1.075 ms | 0 - 25 MB | NPU
154
- | Lightweight-Face-Detection | QNN_DLC | w8a8 | Qualcomm® QCS8550 (Proxy) | 0.414 ms | 0 - 2 MB | NPU
155
- | Lightweight-Face-Detection | QNN_DLC | w8a8 | Qualcomm® SA8775P | 0.615 ms | 0 - 26 MB | NPU
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- | Lightweight-Face-Detection | QNN_DLC | w8a8 | Qualcomm® QCS9075 | 0.558 ms | 0 - 2 MB | NPU
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- | Lightweight-Face-Detection | QNN_DLC | w8a8 | Qualcomm® QCM6690 | 2.816 ms | 0 - 137 MB | NPU
158
- | Lightweight-Face-Detection | QNN_DLC | w8a8 | Qualcomm® QCS8450 (Proxy) | 0.494 ms | 0 - 36 MB | NPU
159
- | Lightweight-Face-Detection | QNN_DLC | w8a8 | Qualcomm® SA7255P | 1.075 ms | 0 - 25 MB | NPU
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- | Lightweight-Face-Detection | QNN_DLC | w8a8 | Qualcomm® SA8295P | 0.822 ms | 0 - 23 MB | NPU
161
- | Lightweight-Face-Detection | QNN_DLC | w8a8 | Snapdragon® 8 Elite For Galaxy Mobile | 0.23 ms | 0 - 23 MB | NPU
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- | Lightweight-Face-Detection | QNN_DLC | w8a8 | Snapdragon® 7 Gen 4 Mobile | 0.481 ms | 0 - 138 MB | NPU
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- | Lightweight-Face-Detection | TFLITE | float | Snapdragon® 8 Elite Gen 5 Mobile | 1.066 ms | 0 - 34 MB | NPU
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- | Lightweight-Face-Detection | TFLITE | float | Snapdragon® 8 Gen 3 Mobile | 1.612 ms | 0 - 43 MB | NPU
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- | Lightweight-Face-Detection | TFLITE | float | Qualcomm® QCS8275 (Proxy) | 6.579 ms | 0 - 29 MB | NPU
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- | Lightweight-Face-Detection | TFLITE | float | Qualcomm® QCS8550 (Proxy) | 2.569 ms | 0 - 6 MB | NPU
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- | Lightweight-Face-Detection | TFLITE | float | Qualcomm® SA8775P | 3.233 ms | 0 - 31 MB | NPU
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- | Lightweight-Face-Detection | TFLITE | float | Qualcomm® QCS9075 | 3.726 ms | 0 - 5 MB | NPU
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- | Lightweight-Face-Detection | TFLITE | float | Qualcomm® QCS8450 (Proxy) | 4.306 ms | 0 - 44 MB | NPU
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- | Lightweight-Face-Detection | TFLITE | float | Qualcomm® SA7255P | 6.579 ms | 0 - 29 MB | NPU
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- | Lightweight-Face-Detection | TFLITE | float | Qualcomm® SA8295P | 3.74 ms | 0 - 27 MB | NPU
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- | Lightweight-Face-Detection | TFLITE | float | Snapdragon® 8 Elite For Galaxy Mobile | 1.234 ms | 0 - 34 MB | NPU
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- | Lightweight-Face-Detection | TFLITE | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 0.189 ms | 0 - 26 MB | NPU
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- | Lightweight-Face-Detection | TFLITE | w8a8 | Snapdragon® 8 Gen 3 Mobile | 0.28 ms | 35 - 69 MB | NPU
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- | Lightweight-Face-Detection | TFLITE | w8a8 | Qualcomm® QCS6490 | 1.357 ms | 0 - 3 MB | NPU
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- | Lightweight-Face-Detection | TFLITE | w8a8 | Qualcomm® QCS8275 (Proxy) | 1.117 ms | 0 - 24 MB | NPU
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- | Lightweight-Face-Detection | TFLITE | w8a8 | Qualcomm® QCS8550 (Proxy) | 0.411 ms | 0 - 1 MB | NPU
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- | Lightweight-Face-Detection | TFLITE | w8a8 | Qualcomm® SA8775P | 0.625 ms | 0 - 25 MB | NPU
179
- | Lightweight-Face-Detection | TFLITE | w8a8 | Qualcomm® QCS9075 | 0.597 ms | 0 - 3 MB | NPU
180
- | Lightweight-Face-Detection | TFLITE | w8a8 | Qualcomm® QCM6690 | 2.809 ms | 0 - 137 MB | NPU
181
- | Lightweight-Face-Detection | TFLITE | w8a8 | Qualcomm® QCS8450 (Proxy) | 0.51 ms | 0 - 35 MB | NPU
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- | Lightweight-Face-Detection | TFLITE | w8a8 | Qualcomm® SA7255P | 1.117 ms | 0 - 24 MB | NPU
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- | Lightweight-Face-Detection | TFLITE | w8a8 | Qualcomm® SA8295P | 0.844 ms | 0 - 22 MB | NPU
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- | Lightweight-Face-Detection | TFLITE | w8a8 | Snapdragon® 8 Elite For Galaxy Mobile | 0.235 ms | 0 - 28 MB | NPU
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- | Lightweight-Face-Detection | TFLITE | w8a8 | Snapdragon® 7 Gen 4 Mobile | 0.482 ms | 0 - 140 MB | NPU
186
 
187
  ## License
188
  * The license for the original implementation of Lightweight-Face-Detection can be found
 
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29
  | Runtime | Precision | Chipset | SDK Versions | Download |
30
  |---|---|---|---|---|
31
+ | ONNX | float | Universal | QAIRT 2.42, ONNX Runtime 1.24.3 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/face_det_lite/releases/v0.51.0/face_det_lite-onnx-float.zip)
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+ | ONNX | w8a16 | Universal | QAIRT 2.42, ONNX Runtime 1.24.3 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/face_det_lite/releases/v0.51.0/face_det_lite-onnx-w8a16.zip)
33
+ | ONNX | w8a16_mixed_int16 | Universal | QAIRT 2.42, ONNX Runtime 1.24.3 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/face_det_lite/releases/v0.51.0/face_det_lite-onnx-w8a16_mixed_int16.zip)
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+ | ONNX | w8a8 | Universal | QAIRT 2.42, ONNX Runtime 1.24.3 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/face_det_lite/releases/v0.51.0/face_det_lite-onnx-w8a8.zip)
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+ | QNN_DLC | float | Universal | QAIRT 2.45 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/face_det_lite/releases/v0.51.0/face_det_lite-qnn_dlc-float.zip)
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+ | QNN_DLC | w8a16 | Universal | QAIRT 2.45 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/face_det_lite/releases/v0.51.0/face_det_lite-qnn_dlc-w8a16.zip)
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+ | QNN_DLC | w8a16_mixed_int16 | Universal | QAIRT 2.45 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/face_det_lite/releases/v0.51.0/face_det_lite-qnn_dlc-w8a16_mixed_int16.zip)
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+ | QNN_DLC | w8a8 | Universal | QAIRT 2.45 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/face_det_lite/releases/v0.51.0/face_det_lite-qnn_dlc-w8a8.zip)
39
+ | TFLITE | float | Universal | QAIRT 2.45 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/face_det_lite/releases/v0.51.0/face_det_lite-tflite-float.zip)
40
+ | TFLITE | w8a8 | Universal | QAIRT 2.45 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/face_det_lite/releases/v0.51.0/face_det_lite-tflite-w8a8.zip)
41
 
42
  For more device-specific assets and performance metrics, visit **[Lightweight-Face-Detection on Qualcomm® AI Hub](https://aihub.qualcomm.com/models/face_det_lite)**.
43
 
 
69
  ## Performance Summary
70
  | Model | Runtime | Precision | Chipset | Inference Time (ms) | Peak Memory Range (MB) | Primary Compute Unit
71
  |---|---|---|---|---|---|---
72
+ | Lightweight-Face-Detection | ONNX | float | Snapdragon® 8 Elite Gen 5 Mobile | 1.088 ms | 0 - 148 MB | NPU
73
+ | Lightweight-Face-Detection | ONNX | float | Snapdragon® X2 Elite | 1.157 ms | 0 - 0 MB | NPU
74
+ | Lightweight-Face-Detection | ONNX | float | Snapdragon® X Elite | 2.203 ms | 1 - 1 MB | NPU
75
+ | Lightweight-Face-Detection | ONNX | float | Snapdragon® 8 Gen 3 Mobile | 1.087 ms | 0 - 159 MB | NPU
76
+ | Lightweight-Face-Detection | ONNX | float | Qualcomm® QCS8550 (Proxy) | 1.959 ms | 1 - 81 MB | NPU
77
+ | Lightweight-Face-Detection | ONNX | float | Qualcomm® QCS9075 | 2.503 ms | 1 - 4 MB | NPU
78
+ | Lightweight-Face-Detection | ONNX | float | Snapdragon® 8 Elite For Galaxy Mobile | 0.894 ms | 0 - 140 MB | NPU
79
+ | Lightweight-Face-Detection | ONNX | w8a16 | Snapdragon® 8 Elite Gen 5 Mobile | 0.832 ms | 0 - 146 MB | NPU
80
+ | Lightweight-Face-Detection | ONNX | w8a16 | Snapdragon® X2 Elite | 0.905 ms | 0 - 0 MB | NPU
81
+ | Lightweight-Face-Detection | ONNX | w8a16 | Snapdragon® X Elite | 1.982 ms | 1 - 1 MB | NPU
82
  | Lightweight-Face-Detection | ONNX | w8a16 | Snapdragon® 8 Gen 3 Mobile | 0.987 ms | 0 - 156 MB | NPU
83
+ | Lightweight-Face-Detection | ONNX | w8a16 | Qualcomm® QCS6490 | 86.907 ms | 28 - 31 MB | CPU
84
+ | Lightweight-Face-Detection | ONNX | w8a16 | Qualcomm® QCS8550 (Proxy) | 1.752 ms | 0 - 107 MB | NPU
85
+ | Lightweight-Face-Detection | ONNX | w8a16 | Qualcomm® QCS9075 | 2.112 ms | 0 - 3 MB | NPU
86
+ | Lightweight-Face-Detection | ONNX | w8a16 | Qualcomm® QCM6690 | 44.575 ms | 27 - 34 MB | CPU
87
+ | Lightweight-Face-Detection | ONNX | w8a16 | Snapdragon® 8 Elite For Galaxy Mobile | 0.852 ms | 0 - 142 MB | NPU
88
+ | Lightweight-Face-Detection | ONNX | w8a16 | Snapdragon® 7 Gen 4 Mobile | 34.328 ms | 28 - 36 MB | CPU
89
+ | Lightweight-Face-Detection | ONNX | w8a16_mixed_int16 | Snapdragon® 8 Elite Gen 5 Mobile | 0.843 ms | 0 - 148 MB | NPU
90
+ | Lightweight-Face-Detection | ONNX | w8a16_mixed_int16 | Snapdragon® X2 Elite | 0.913 ms | 0 - 0 MB | NPU
91
+ | Lightweight-Face-Detection | ONNX | w8a16_mixed_int16 | Snapdragon® X Elite | 1.956 ms | 1 - 1 MB | NPU
92
+ | Lightweight-Face-Detection | ONNX | w8a16_mixed_int16 | Snapdragon® 8 Gen 3 Mobile | 1.042 ms | 0 - 158 MB | NPU
93
+ | Lightweight-Face-Detection | ONNX | w8a16_mixed_int16 | Qualcomm® QCS6490 | 88.508 ms | 28 - 31 MB | CPU
94
+ | Lightweight-Face-Detection | ONNX | w8a16_mixed_int16 | Qualcomm® QCS8550 (Proxy) | 1.72 ms | 0 - 3 MB | NPU
95
+ | Lightweight-Face-Detection | ONNX | w8a16_mixed_int16 | Qualcomm® QCS9075 | 2.168 ms | 0 - 3 MB | NPU
96
+ | Lightweight-Face-Detection | ONNX | w8a16_mixed_int16 | Qualcomm® QCM6690 | 45.08 ms | 27 - 34 MB | CPU
97
+ | Lightweight-Face-Detection | ONNX | w8a16_mixed_int16 | Snapdragon® 8 Elite For Galaxy Mobile | 0.867 ms | 0 - 144 MB | NPU
98
+ | Lightweight-Face-Detection | ONNX | w8a16_mixed_int16 | Snapdragon® 7 Gen 4 Mobile | 34.111 ms | 29 - 37 MB | CPU
99
+ | Lightweight-Face-Detection | ONNX | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 0.219 ms | 0 - 145 MB | NPU
100
+ | Lightweight-Face-Detection | ONNX | w8a8 | Snapdragon® X2 Elite | 0.222 ms | 0 - 0 MB | NPU
101
+ | Lightweight-Face-Detection | ONNX | w8a8 | Snapdragon® X Elite | 0.568 ms | 0 - 0 MB | NPU
102
+ | Lightweight-Face-Detection | ONNX | w8a8 | Snapdragon® 8 Gen 3 Mobile | 0.309 ms | 0 - 152 MB | NPU
103
+ | Lightweight-Face-Detection | ONNX | w8a8 | Qualcomm® QCS6490 | 16.999 ms | 13 - 17 MB | CPU
104
+ | Lightweight-Face-Detection | ONNX | w8a8 | Qualcomm® QCS8550 (Proxy) | 0.445 ms | 0 - 3 MB | NPU
105
+ | Lightweight-Face-Detection | ONNX | w8a8 | Qualcomm® QCS9075 | 0.636 ms | 0 - 3 MB | NPU
106
+ | Lightweight-Face-Detection | ONNX | w8a8 | Qualcomm® QCM6690 | 12.829 ms | 12 - 20 MB | CPU
107
+ | Lightweight-Face-Detection | ONNX | w8a8 | Snapdragon® 8 Elite For Galaxy Mobile | 0.251 ms | 0 - 140 MB | NPU
108
+ | Lightweight-Face-Detection | ONNX | w8a8 | Snapdragon® 7 Gen 4 Mobile | 9.558 ms | 12 - 20 MB | CPU
109
+ | Lightweight-Face-Detection | QNN_DLC | float | Snapdragon® 8 Elite Gen 5 Mobile | 1.075 ms | 1 - 34 MB | NPU
110
+ | Lightweight-Face-Detection | QNN_DLC | float | Snapdragon® X2 Elite | 1.351 ms | 1 - 1 MB | NPU
111
+ | Lightweight-Face-Detection | QNN_DLC | float | Snapdragon® X Elite | 2.811 ms | 1 - 1 MB | NPU
112
+ | Lightweight-Face-Detection | QNN_DLC | float | Snapdragon® 8 Gen 3 Mobile | 1.6 ms | 0 - 42 MB | NPU
113
+ | Lightweight-Face-Detection | QNN_DLC | float | Qualcomm® QCS8275 (Proxy) | 6.676 ms | 1 - 28 MB | NPU
114
+ | Lightweight-Face-Detection | QNN_DLC | float | Qualcomm® QCS8550 (Proxy) | 2.525 ms | 1 - 3 MB | NPU
115
+ | Lightweight-Face-Detection | QNN_DLC | float | Qualcomm® SA8775P | 3.245 ms | 0 - 29 MB | NPU
116
+ | Lightweight-Face-Detection | QNN_DLC | float | Qualcomm® QCS9075 | 3.707 ms | 1 - 4 MB | NPU
117
+ | Lightweight-Face-Detection | QNN_DLC | float | Qualcomm® QCS8450 (Proxy) | 4.293 ms | 1 - 43 MB | NPU
118
+ | Lightweight-Face-Detection | QNN_DLC | float | Qualcomm® SA7255P | 6.676 ms | 1 - 28 MB | NPU
119
+ | Lightweight-Face-Detection | QNN_DLC | float | Qualcomm® SA8295P | 3.795 ms | 1 - 27 MB | NPU
120
+ | Lightweight-Face-Detection | QNN_DLC | float | Snapdragon® 8 Elite For Galaxy Mobile | 1.217 ms | 0 - 28 MB | NPU
121
+ | Lightweight-Face-Detection | QNN_DLC | w8a16 | Snapdragon® 8 Elite Gen 5 Mobile | 0.711 ms | 1 - 143 MB | NPU
122
+ | Lightweight-Face-Detection | QNN_DLC | w8a16 | Snapdragon® X2 Elite | 0.911 ms | 1 - 1 MB | NPU
123
+ | Lightweight-Face-Detection | QNN_DLC | w8a16 | Snapdragon® X Elite | 1.988 ms | 1 - 1 MB | NPU
124
+ | Lightweight-Face-Detection | QNN_DLC | w8a16 | Snapdragon® 8 Gen 3 Mobile | 0.959 ms | 1 - 153 MB | NPU
125
+ | Lightweight-Face-Detection | QNN_DLC | w8a16 | Qualcomm® QCS6490 | 6.504 ms | 0 - 3 MB | NPU
126
+ | Lightweight-Face-Detection | QNN_DLC | w8a16 | Qualcomm® QCS8275 (Proxy) | 2.977 ms | 1 - 139 MB | NPU
127
+ | Lightweight-Face-Detection | QNN_DLC | w8a16 | Qualcomm® QCS8550 (Proxy) | 1.768 ms | 0 - 3 MB | NPU
128
+ | Lightweight-Face-Detection | QNN_DLC | w8a16 | Qualcomm® SA8775P | 1.88 ms | 1 - 142 MB | NPU
129
+ | Lightweight-Face-Detection | QNN_DLC | w8a16 | Qualcomm® QCS9075 | 2.207 ms | 1 - 3 MB | NPU
130
+ | Lightweight-Face-Detection | QNN_DLC | w8a16 | Qualcomm® QCM6690 | 12.606 ms | 1 - 144 MB | NPU
131
+ | Lightweight-Face-Detection | QNN_DLC | w8a16 | Qualcomm® QCS8450 (Proxy) | 2.877 ms | 0 - 153 MB | NPU
132
+ | Lightweight-Face-Detection | QNN_DLC | w8a16 | Qualcomm® SA7255P | 2.977 ms | 1 - 139 MB | NPU
133
+ | Lightweight-Face-Detection | QNN_DLC | w8a16 | Qualcomm® SA8295P | 2.264 ms | 0 - 137 MB | NPU
134
+ | Lightweight-Face-Detection | QNN_DLC | w8a16 | Snapdragon® 8 Elite For Galaxy Mobile | 0.771 ms | 1 - 144 MB | NPU
135
+ | Lightweight-Face-Detection | QNN_DLC | w8a16 | Snapdragon® 7 Gen 4 Mobile | 2.574 ms | 1 - 139 MB | NPU
136
+ | Lightweight-Face-Detection | QNN_DLC | w8a16_mixed_int16 | Snapdragon® 8 Elite Gen 5 Mobile | 0.739 ms | 1 - 143 MB | NPU
137
+ | Lightweight-Face-Detection | QNN_DLC | w8a16_mixed_int16 | Snapdragon® X2 Elite | 0.938 ms | 1 - 1 MB | NPU
138
+ | Lightweight-Face-Detection | QNN_DLC | w8a16_mixed_int16 | Snapdragon® X Elite | 2.044 ms | 1 - 1 MB | NPU
139
+ | Lightweight-Face-Detection | QNN_DLC | w8a16_mixed_int16 | Snapdragon® 8 Gen 3 Mobile | 1.019 ms | 0 - 152 MB | NPU
140
+ | Lightweight-Face-Detection | QNN_DLC | w8a16_mixed_int16 | Qualcomm® QCS8275 (Proxy) | 3.285 ms | 1 - 140 MB | NPU
141
+ | Lightweight-Face-Detection | QNN_DLC | w8a16_mixed_int16 | Qualcomm® QCS8550 (Proxy) | 1.832 ms | 1 - 73 MB | NPU
142
+ | Lightweight-Face-Detection | QNN_DLC | w8a16_mixed_int16 | Qualcomm® SA8775P | 2.069 ms | 1 - 143 MB | NPU
143
+ | Lightweight-Face-Detection | QNN_DLC | w8a16_mixed_int16 | Qualcomm® QCS9075 | 2.441 ms | 1 - 3 MB | NPU
144
+ | Lightweight-Face-Detection | QNN_DLC | w8a16_mixed_int16 | Qualcomm® QCM6690 | 13.572 ms | 1 - 142 MB | NPU
145
+ | Lightweight-Face-Detection | QNN_DLC | w8a16_mixed_int16 | Qualcomm® SA7255P | 3.285 ms | 1 - 140 MB | NPU
146
+ | Lightweight-Face-Detection | QNN_DLC | w8a16_mixed_int16 | Snapdragon® 8 Elite For Galaxy Mobile | 0.817 ms | 0 - 144 MB | NPU
147
+ | Lightweight-Face-Detection | QNN_DLC | w8a16_mixed_int16 | Snapdragon® 7 Gen 4 Mobile | 2.587 ms | 1 - 140 MB | NPU
148
+ | Lightweight-Face-Detection | QNN_DLC | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 0.191 ms | 0 - 28 MB | NPU
149
+ | Lightweight-Face-Detection | QNN_DLC | w8a8 | Snapdragon® X2 Elite | 0.302 ms | 0 - 0 MB | NPU
150
+ | Lightweight-Face-Detection | QNN_DLC | w8a8 | Snapdragon® X Elite | 0.528 ms | 0 - 0 MB | NPU
151
+ | Lightweight-Face-Detection | QNN_DLC | w8a8 | Snapdragon® 8 Gen 3 Mobile | 0.281 ms | 0 - 35 MB | NPU
152
+ | Lightweight-Face-Detection | QNN_DLC | w8a8 | Qualcomm® QCS6490 | 1.407 ms | 0 - 2 MB | NPU
153
+ | Lightweight-Face-Detection | QNN_DLC | w8a8 | Qualcomm® QCS8275 (Proxy) | 1.082 ms | 0 - 25 MB | NPU
154
+ | Lightweight-Face-Detection | QNN_DLC | w8a8 | Qualcomm® QCS8550 (Proxy) | 0.41 ms | 0 - 2 MB | NPU
155
+ | Lightweight-Face-Detection | QNN_DLC | w8a8 | Qualcomm® SA8775P | 0.598 ms | 0 - 27 MB | NPU
156
+ | Lightweight-Face-Detection | QNN_DLC | w8a8 | Qualcomm® QCS9075 | 0.552 ms | 0 - 2 MB | NPU
157
+ | Lightweight-Face-Detection | QNN_DLC | w8a8 | Qualcomm® QCM6690 | 2.775 ms | 0 - 138 MB | NPU
158
+ | Lightweight-Face-Detection | QNN_DLC | w8a8 | Qualcomm® QCS8450 (Proxy) | 0.498 ms | 0 - 37 MB | NPU
159
+ | Lightweight-Face-Detection | QNN_DLC | w8a8 | Qualcomm® SA7255P | 1.082 ms | 0 - 25 MB | NPU
160
+ | Lightweight-Face-Detection | QNN_DLC | w8a8 | Qualcomm® SA8295P | 0.843 ms | 0 - 24 MB | NPU
161
+ | Lightweight-Face-Detection | QNN_DLC | w8a8 | Snapdragon® 8 Elite For Galaxy Mobile | 0.227 ms | 0 - 30 MB | NPU
162
+ | Lightweight-Face-Detection | QNN_DLC | w8a8 | Snapdragon® 7 Gen 4 Mobile | 0.478 ms | 0 - 138 MB | NPU
163
+ | Lightweight-Face-Detection | TFLITE | float | Snapdragon® 8 Elite Gen 5 Mobile | 1.067 ms | 0 - 34 MB | NPU
164
+ | Lightweight-Face-Detection | TFLITE | float | Snapdragon® 8 Gen 3 Mobile | 1.631 ms | 0 - 42 MB | NPU
165
+ | Lightweight-Face-Detection | TFLITE | float | Qualcomm® QCS8275 (Proxy) | 6.6 ms | 0 - 29 MB | NPU
166
+ | Lightweight-Face-Detection | TFLITE | float | Qualcomm® QCS8550 (Proxy) | 2.551 ms | 0 - 2 MB | NPU
167
+ | Lightweight-Face-Detection | TFLITE | float | Qualcomm® SA8775P | 3.336 ms | 0 - 31 MB | NPU
168
+ | Lightweight-Face-Detection | TFLITE | float | Qualcomm® QCS9075 | 3.705 ms | 0 - 5 MB | NPU
169
+ | Lightweight-Face-Detection | TFLITE | float | Qualcomm® QCS8450 (Proxy) | 4.292 ms | 0 - 43 MB | NPU
170
+ | Lightweight-Face-Detection | TFLITE | float | Qualcomm® SA7255P | 6.6 ms | 0 - 29 MB | NPU
171
+ | Lightweight-Face-Detection | TFLITE | float | Qualcomm® SA8295P | 3.795 ms | 0 - 27 MB | NPU
172
+ | Lightweight-Face-Detection | TFLITE | float | Snapdragon® 8 Elite For Galaxy Mobile | 1.238 ms | 0 - 29 MB | NPU
173
+ | Lightweight-Face-Detection | TFLITE | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 0.194 ms | 0 - 27 MB | NPU
174
+ | Lightweight-Face-Detection | TFLITE | w8a8 | Snapdragon® 8 Gen 3 Mobile | 0.279 ms | 0 - 34 MB | NPU
175
+ | Lightweight-Face-Detection | TFLITE | w8a8 | Qualcomm® QCS6490 | 1.363 ms | 0 - 3 MB | NPU
176
+ | Lightweight-Face-Detection | TFLITE | w8a8 | Qualcomm® QCS8275 (Proxy) | 1.096 ms | 0 - 24 MB | NPU
177
+ | Lightweight-Face-Detection | TFLITE | w8a8 | Qualcomm® QCS8550 (Proxy) | 0.412 ms | 0 - 1 MB | NPU
178
+ | Lightweight-Face-Detection | TFLITE | w8a8 | Qualcomm® SA8775P | 0.618 ms | 0 - 26 MB | NPU
179
+ | Lightweight-Face-Detection | TFLITE | w8a8 | Qualcomm® QCS9075 | 0.577 ms | 0 - 3 MB | NPU
180
+ | Lightweight-Face-Detection | TFLITE | w8a8 | Qualcomm® QCM6690 | 2.807 ms | 0 - 137 MB | NPU
181
+ | Lightweight-Face-Detection | TFLITE | w8a8 | Qualcomm® QCS8450 (Proxy) | 0.502 ms | 0 - 35 MB | NPU
182
+ | Lightweight-Face-Detection | TFLITE | w8a8 | Qualcomm® SA7255P | 1.096 ms | 0 - 24 MB | NPU
183
+ | Lightweight-Face-Detection | TFLITE | w8a8 | Qualcomm® SA8295P | 0.834 ms | 0 - 22 MB | NPU
184
+ | Lightweight-Face-Detection | TFLITE | w8a8 | Snapdragon® 8 Elite For Galaxy Mobile | 0.238 ms | 0 - 24 MB | NPU
185
+ | Lightweight-Face-Detection | TFLITE | w8a8 | Snapdragon® 7 Gen 4 Mobile | 0.482 ms | 0 - 137 MB | NPU
186
 
187
  ## License
188
  * The license for the original implementation of Lightweight-Face-Detection can be found
release_assets.json CHANGED
@@ -1 +1,87 @@
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+ "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/face_det_lite/releases/v0.51.0/face_det_lite-qnn_dlc-float.zip"
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+ "onnx": {
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+ "tool_versions": {
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+ "qairt": "2.42.0.251225135753_193295",
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+ }
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+ }
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+ }
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+ }
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+ }