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@@ -36,35 +36,35 @@ More details on model performance across various devices, can be found
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  | Model | Device | Chipset | Target Runtime | Inference Time (ms) | Peak Memory Range (MB) | Precision | Primary Compute Unit | Target Model
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  |---|---|---|---|---|---|---|---|---|
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- | Facial-Attribute-Detection | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | TFLITE | 0.96 ms | 0 - 97 MB | FP16 | NPU | [Facial-Attribute-Detection.tflite](https://huggingface.co/qualcomm/Facial-Attribute-Detection/blob/main/Facial-Attribute-Detection.tflite) |
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- | Facial-Attribute-Detection | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | QNN | 1.009 ms | 0 - 2 MB | FP16 | NPU | [Facial-Attribute-Detection.so](https://huggingface.co/qualcomm/Facial-Attribute-Detection/blob/main/Facial-Attribute-Detection.so) |
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- | Facial-Attribute-Detection | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | ONNX | 1.249 ms | 0 - 117 MB | FP16 | NPU | [Facial-Attribute-Detection.onnx](https://huggingface.co/qualcomm/Facial-Attribute-Detection/blob/main/Facial-Attribute-Detection.onnx) |
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- | Facial-Attribute-Detection | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | TFLITE | 0.72 ms | 0 - 25 MB | FP16 | NPU | [Facial-Attribute-Detection.tflite](https://huggingface.co/qualcomm/Facial-Attribute-Detection/blob/main/Facial-Attribute-Detection.tflite) |
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- | Facial-Attribute-Detection | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | QNN | 0.765 ms | 0 - 20 MB | FP16 | NPU | [Facial-Attribute-Detection.so](https://huggingface.co/qualcomm/Facial-Attribute-Detection/blob/main/Facial-Attribute-Detection.so) |
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- | Facial-Attribute-Detection | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | ONNX | 0.902 ms | 47 - 80 MB | FP16 | NPU | [Facial-Attribute-Detection.onnx](https://huggingface.co/qualcomm/Facial-Attribute-Detection/blob/main/Facial-Attribute-Detection.onnx) |
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- | Facial-Attribute-Detection | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | TFLITE | 0.698 ms | 0 - 25 MB | FP16 | NPU | [Facial-Attribute-Detection.tflite](https://huggingface.co/qualcomm/Facial-Attribute-Detection/blob/main/Facial-Attribute-Detection.tflite) |
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- | Facial-Attribute-Detection | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | QNN | 0.704 ms | 0 - 25 MB | FP16 | NPU | Use Export Script |
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- | Facial-Attribute-Detection | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | ONNX | 0.867 ms | 0 - 28 MB | FP16 | NPU | [Facial-Attribute-Detection.onnx](https://huggingface.co/qualcomm/Facial-Attribute-Detection/blob/main/Facial-Attribute-Detection.onnx) |
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- | Facial-Attribute-Detection | SA7255P ADP | SA7255P | TFLITE | 29.85 ms | 0 - 19 MB | FP16 | NPU | [Facial-Attribute-Detection.tflite](https://huggingface.co/qualcomm/Facial-Attribute-Detection/blob/main/Facial-Attribute-Detection.tflite) |
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- | Facial-Attribute-Detection | SA7255P ADP | SA7255P | QNN | 30.073 ms | 0 - 8 MB | FP16 | NPU | Use Export Script |
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- | Facial-Attribute-Detection | SA8255 (Proxy) | SA8255P Proxy | TFLITE | 0.963 ms | 0 - 106 MB | FP16 | NPU | [Facial-Attribute-Detection.tflite](https://huggingface.co/qualcomm/Facial-Attribute-Detection/blob/main/Facial-Attribute-Detection.tflite) |
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- | Facial-Attribute-Detection | SA8255 (Proxy) | SA8255P Proxy | QNN | 1.0 ms | 0 - 3 MB | FP16 | NPU | Use Export Script |
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- | Facial-Attribute-Detection | SA8295P ADP | SA8295P | TFLITE | 1.647 ms | 0 - 18 MB | FP16 | NPU | [Facial-Attribute-Detection.tflite](https://huggingface.co/qualcomm/Facial-Attribute-Detection/blob/main/Facial-Attribute-Detection.tflite) |
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- | Facial-Attribute-Detection | SA8295P ADP | SA8295P | QNN | 1.922 ms | 0 - 11 MB | FP16 | NPU | Use Export Script |
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- | Facial-Attribute-Detection | SA8650 (Proxy) | SA8650P Proxy | TFLITE | 0.981 ms | 0 - 106 MB | FP16 | NPU | [Facial-Attribute-Detection.tflite](https://huggingface.co/qualcomm/Facial-Attribute-Detection/blob/main/Facial-Attribute-Detection.tflite) |
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- | Facial-Attribute-Detection | SA8650 (Proxy) | SA8650P Proxy | QNN | 0.997 ms | 0 - 3 MB | FP16 | NPU | Use Export Script |
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- | Facial-Attribute-Detection | SA8775P ADP | SA8775P | TFLITE | 1.772 ms | 0 - 19 MB | FP16 | NPU | [Facial-Attribute-Detection.tflite](https://huggingface.co/qualcomm/Facial-Attribute-Detection/blob/main/Facial-Attribute-Detection.tflite) |
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- | Facial-Attribute-Detection | SA8775P ADP | SA8775P | QNN | 1.992 ms | 0 - 7 MB | FP16 | NPU | Use Export Script |
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- | Facial-Attribute-Detection | QCS8275 (Proxy) | QCS8275 Proxy | TFLITE | 29.85 ms | 0 - 19 MB | FP16 | NPU | [Facial-Attribute-Detection.tflite](https://huggingface.co/qualcomm/Facial-Attribute-Detection/blob/main/Facial-Attribute-Detection.tflite) |
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- | Facial-Attribute-Detection | QCS8275 (Proxy) | QCS8275 Proxy | QNN | 30.073 ms | 0 - 8 MB | FP16 | NPU | Use Export Script |
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- | Facial-Attribute-Detection | QCS8550 (Proxy) | QCS8550 Proxy | TFLITE | 0.962 ms | 0 - 107 MB | FP16 | NPU | [Facial-Attribute-Detection.tflite](https://huggingface.co/qualcomm/Facial-Attribute-Detection/blob/main/Facial-Attribute-Detection.tflite) |
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- | Facial-Attribute-Detection | QCS8550 (Proxy) | QCS8550 Proxy | QNN | 1.005 ms | 0 - 2 MB | FP16 | NPU | Use Export Script |
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- | Facial-Attribute-Detection | QCS9075 (Proxy) | QCS9075 Proxy | TFLITE | 1.772 ms | 0 - 19 MB | FP16 | NPU | [Facial-Attribute-Detection.tflite](https://huggingface.co/qualcomm/Facial-Attribute-Detection/blob/main/Facial-Attribute-Detection.tflite) |
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- | Facial-Attribute-Detection | QCS9075 (Proxy) | QCS9075 Proxy | QNN | 1.992 ms | 0 - 7 MB | FP16 | NPU | Use Export Script |
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- | Facial-Attribute-Detection | QCS8450 (Proxy) | QCS8450 Proxy | TFLITE | 1.272 ms | 0 - 26 MB | FP16 | NPU | [Facial-Attribute-Detection.tflite](https://huggingface.co/qualcomm/Facial-Attribute-Detection/blob/main/Facial-Attribute-Detection.tflite) |
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- | Facial-Attribute-Detection | QCS8450 (Proxy) | QCS8450 Proxy | QNN | 1.359 ms | 0 - 23 MB | FP16 | NPU | Use Export Script |
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- | Facial-Attribute-Detection | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN | 1.141 ms | 0 - 0 MB | FP16 | NPU | Use Export Script |
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- | Facial-Attribute-Detection | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 1.193 ms | 27 - 27 MB | FP16 | NPU | [Facial-Attribute-Detection.onnx](https://huggingface.co/qualcomm/Facial-Attribute-Detection/blob/main/Facial-Attribute-Detection.onnx) |
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@@ -128,8 +128,8 @@ Profiling Results
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  Facial-Attribute-Detection
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  Device : Samsung Galaxy S23 (13)
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  Runtime : TFLITE
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- Estimated inference time (ms) : 1.0
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- Estimated peak memory usage (MB): [0, 97]
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  Total # Ops : 161
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  Compute Unit(s) : NPU (161 ops)
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  ```
@@ -235,7 +235,7 @@ Explore all available models on [Qualcomm® AI Hub](https://aihub.qualcomm.com/)
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  ## License
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  * The license for the original implementation of Facial-Attribute-Detection can be found
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- [here](https://github.com/qcom-ai-hub/ai-hub-models-internal/blob/main/LICENSE).
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  * The license for the compiled assets for on-device deployment can be found [here](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/Qualcomm+AI+Hub+Proprietary+License.pdf)
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  | Model | Device | Chipset | Target Runtime | Inference Time (ms) | Peak Memory Range (MB) | Precision | Primary Compute Unit | Target Model
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  |---|---|---|---|---|---|---|---|---|
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+ | Facial-Attribute-Detection | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | TFLITE | 0.943 ms | 0 - 117 MB | FP16 | NPU | [Facial-Attribute-Detection.tflite](https://huggingface.co/qualcomm/Facial-Attribute-Detection/blob/main/Facial-Attribute-Detection.tflite) |
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+ | Facial-Attribute-Detection | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | QNN | 0.932 ms | 0 - 3 MB | FP16 | NPU | [Facial-Attribute-Detection.so](https://huggingface.co/qualcomm/Facial-Attribute-Detection/blob/main/Facial-Attribute-Detection.so) |
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+ | Facial-Attribute-Detection | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | ONNX | 1.102 ms | 0 - 102 MB | FP16 | NPU | [Facial-Attribute-Detection.onnx](https://huggingface.co/qualcomm/Facial-Attribute-Detection/blob/main/Facial-Attribute-Detection.onnx) |
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+ | Facial-Attribute-Detection | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | TFLITE | 0.726 ms | 0 - 41 MB | FP16 | NPU | [Facial-Attribute-Detection.tflite](https://huggingface.co/qualcomm/Facial-Attribute-Detection/blob/main/Facial-Attribute-Detection.tflite) |
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+ | Facial-Attribute-Detection | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | QNN | 0.706 ms | 0 - 19 MB | FP16 | NPU | [Facial-Attribute-Detection.so](https://huggingface.co/qualcomm/Facial-Attribute-Detection/blob/main/Facial-Attribute-Detection.so) |
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+ | Facial-Attribute-Detection | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | ONNX | 0.788 ms | 0 - 33 MB | FP16 | NPU | [Facial-Attribute-Detection.onnx](https://huggingface.co/qualcomm/Facial-Attribute-Detection/blob/main/Facial-Attribute-Detection.onnx) |
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+ | Facial-Attribute-Detection | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | TFLITE | 0.638 ms | 0 - 38 MB | FP16 | NPU | [Facial-Attribute-Detection.tflite](https://huggingface.co/qualcomm/Facial-Attribute-Detection/blob/main/Facial-Attribute-Detection.tflite) |
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+ | Facial-Attribute-Detection | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | QNN | 0.645 ms | 0 - 25 MB | FP16 | NPU | Use Export Script |
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+ | Facial-Attribute-Detection | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | ONNX | 0.763 ms | 0 - 25 MB | FP16 | NPU | [Facial-Attribute-Detection.onnx](https://huggingface.co/qualcomm/Facial-Attribute-Detection/blob/main/Facial-Attribute-Detection.onnx) |
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+ | Facial-Attribute-Detection | SA7255P ADP | SA7255P | TFLITE | 29.816 ms | 0 - 33 MB | FP16 | NPU | [Facial-Attribute-Detection.tflite](https://huggingface.co/qualcomm/Facial-Attribute-Detection/blob/main/Facial-Attribute-Detection.tflite) |
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+ | Facial-Attribute-Detection | SA7255P ADP | SA7255P | QNN | 29.731 ms | 0 - 8 MB | FP16 | NPU | Use Export Script |
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+ | Facial-Attribute-Detection | SA8255 (Proxy) | SA8255P Proxy | TFLITE | 0.951 ms | 0 - 121 MB | FP16 | NPU | [Facial-Attribute-Detection.tflite](https://huggingface.co/qualcomm/Facial-Attribute-Detection/blob/main/Facial-Attribute-Detection.tflite) |
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+ | Facial-Attribute-Detection | SA8255 (Proxy) | SA8255P Proxy | QNN | 0.935 ms | 0 - 3 MB | FP16 | NPU | Use Export Script |
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+ | Facial-Attribute-Detection | SA8295P ADP | SA8295P | TFLITE | 1.643 ms | 0 - 34 MB | FP16 | NPU | [Facial-Attribute-Detection.tflite](https://huggingface.co/qualcomm/Facial-Attribute-Detection/blob/main/Facial-Attribute-Detection.tflite) |
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+ | Facial-Attribute-Detection | SA8295P ADP | SA8295P | QNN | 1.565 ms | 0 - 14 MB | FP16 | NPU | Use Export Script |
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+ | Facial-Attribute-Detection | SA8650 (Proxy) | SA8650P Proxy | TFLITE | 0.939 ms | 0 - 125 MB | FP16 | NPU | [Facial-Attribute-Detection.tflite](https://huggingface.co/qualcomm/Facial-Attribute-Detection/blob/main/Facial-Attribute-Detection.tflite) |
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+ | Facial-Attribute-Detection | SA8650 (Proxy) | SA8650P Proxy | QNN | 0.924 ms | 0 - 2 MB | FP16 | NPU | Use Export Script |
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+ | Facial-Attribute-Detection | SA8775P ADP | SA8775P | TFLITE | 1.728 ms | 0 - 33 MB | FP16 | NPU | [Facial-Attribute-Detection.tflite](https://huggingface.co/qualcomm/Facial-Attribute-Detection/blob/main/Facial-Attribute-Detection.tflite) |
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+ | Facial-Attribute-Detection | SA8775P ADP | SA8775P | QNN | 1.689 ms | 0 - 10 MB | FP16 | NPU | Use Export Script |
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+ | Facial-Attribute-Detection | QCS8275 (Proxy) | QCS8275 Proxy | TFLITE | 29.816 ms | 0 - 33 MB | FP16 | NPU | [Facial-Attribute-Detection.tflite](https://huggingface.co/qualcomm/Facial-Attribute-Detection/blob/main/Facial-Attribute-Detection.tflite) |
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+ | Facial-Attribute-Detection | QCS8275 (Proxy) | QCS8275 Proxy | QNN | 29.731 ms | 0 - 8 MB | FP16 | NPU | Use Export Script |
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+ | Facial-Attribute-Detection | QCS8550 (Proxy) | QCS8550 Proxy | TFLITE | 0.928 ms | 0 - 118 MB | FP16 | NPU | [Facial-Attribute-Detection.tflite](https://huggingface.co/qualcomm/Facial-Attribute-Detection/blob/main/Facial-Attribute-Detection.tflite) |
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+ | Facial-Attribute-Detection | QCS8550 (Proxy) | QCS8550 Proxy | QNN | 0.932 ms | 0 - 4 MB | FP16 | NPU | Use Export Script |
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+ | Facial-Attribute-Detection | QCS9075 (Proxy) | QCS9075 Proxy | TFLITE | 1.728 ms | 0 - 33 MB | FP16 | NPU | [Facial-Attribute-Detection.tflite](https://huggingface.co/qualcomm/Facial-Attribute-Detection/blob/main/Facial-Attribute-Detection.tflite) |
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+ | Facial-Attribute-Detection | QCS9075 (Proxy) | QCS9075 Proxy | QNN | 1.689 ms | 0 - 10 MB | FP16 | NPU | Use Export Script |
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+ | Facial-Attribute-Detection | QCS8450 (Proxy) | QCS8450 Proxy | TFLITE | 1.23 ms | 0 - 41 MB | FP16 | NPU | [Facial-Attribute-Detection.tflite](https://huggingface.co/qualcomm/Facial-Attribute-Detection/blob/main/Facial-Attribute-Detection.tflite) |
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+ | Facial-Attribute-Detection | QCS8450 (Proxy) | QCS8450 Proxy | QNN | 1.222 ms | 0 - 25 MB | FP16 | NPU | Use Export Script |
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+ | Facial-Attribute-Detection | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN | 1.019 ms | 0 - 0 MB | FP16 | NPU | Use Export Script |
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+ | Facial-Attribute-Detection | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 1.041 ms | 25 - 25 MB | FP16 | NPU | [Facial-Attribute-Detection.onnx](https://huggingface.co/qualcomm/Facial-Attribute-Detection/blob/main/Facial-Attribute-Detection.onnx) |
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  Facial-Attribute-Detection
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  Device : Samsung Galaxy S23 (13)
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  Runtime : TFLITE
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+ Estimated inference time (ms) : 0.9
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+ Estimated peak memory usage (MB): [0, 117]
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  Total # Ops : 161
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  Compute Unit(s) : NPU (161 ops)
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  ```
 
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  ## License
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  * The license for the original implementation of Facial-Attribute-Detection can be found
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+ [here](https://github.com/quic/ai-hub-models/blob/main/LICENSE).
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  * The license for the compiled assets for on-device deployment can be found [here](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/Qualcomm+AI+Hub+Proprietary+License.pdf)
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