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Facial-Attribute-Detection

Object Detection
PyTorch
LiteRT
real_time
bu_iot
android
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@@ -1,6 +1,6 @@
1
  ---
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  library_name: pytorch
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- license: bsd-3-clause
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  tags:
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  - real_time
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  - android
@@ -26,45 +26,78 @@ More details on model performance across various devices, can be found
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  ### Model Details
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- - **Model Type:** Object detection
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  - **Model Stats:**
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  - Model checkpoint: multitask_FR_state_dict.pt
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  - Input resolution: 128x128
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  - Input channel number: 1
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  - Number of parameters: 11.6M
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- - Model size: 47.6MB
 
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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 | 0.901 ms | 0 - 116 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 - 47 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 | 1.075 ms | 0 - 62 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 | 0.671 ms | 0 - 40 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 | 0.699 ms | 0 - 28 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 | 0.777 ms | 0 - 32 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 | 0.544 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 | 0.555 ms | 0 - 25 MB | FP16 | NPU | Use Export Script |
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- | Facial-Attribute-Detection | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | ONNX | 0.771 ms | 0 - 24 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 | 29.655 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 | 29.658 ms | 1 - 10 MB | FP16 | NPU | Use Export Script |
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- | Facial-Attribute-Detection | SA8255 (Proxy) | SA8255P Proxy | TFLITE | 0.884 ms | 0 - 112 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 | 0.917 ms | 0 - 3 MB | FP16 | NPU | Use Export Script |
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- | Facial-Attribute-Detection | SA8295P ADP | SA8295P | TFLITE | 1.57 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 | SA8295P ADP | SA8295P | QNN | 1.548 ms | 0 - 18 MB | FP16 | NPU | Use Export Script |
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- | Facial-Attribute-Detection | SA8650 (Proxy) | SA8650P Proxy | TFLITE | 0.887 ms | 0 - 123 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 | 0.919 ms | 0 - 3 MB | FP16 | NPU | Use Export Script |
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- | Facial-Attribute-Detection | SA8775P ADP | SA8775P | TFLITE | 1.654 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 | 1.711 ms | 0 - 10 MB | FP16 | NPU | Use Export Script |
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- | Facial-Attribute-Detection | QCS8275 (Proxy) | QCS8275 Proxy | TFLITE | 29.655 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 | 29.658 ms | 1 - 10 MB | FP16 | NPU | Use Export Script |
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- | Facial-Attribute-Detection | QCS8550 (Proxy) | QCS8550 Proxy | TFLITE | 0.873 ms | 0 - 114 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 | 0.925 ms | 0 - 4 MB | FP16 | NPU | Use Export Script |
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- | Facial-Attribute-Detection | QCS9075 (Proxy) | QCS9075 Proxy | TFLITE | 1.654 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 | 1.711 ms | 0 - 10 MB | FP16 | NPU | Use Export Script |
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- | Facial-Attribute-Detection | QCS8450 (Proxy) | QCS8450 Proxy | TFLITE | 1.297 ms | 0 - 42 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 | 1.32 ms | 0 - 29 MB | FP16 | NPU | Use Export Script |
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- | Facial-Attribute-Detection | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN | 1.029 ms | 0 - 0 MB | FP16 | NPU | Use Export Script |
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- | Facial-Attribute-Detection | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 1.026 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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@@ -126,12 +159,12 @@ python -m qai_hub_models.models.face_attrib_net.export
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  Profiling Results
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  ------------------------------------------------------------
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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, 116]
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- Total # Ops : 158
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- Compute Unit(s) : NPU (158 ops)
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  ```
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1
  ---
2
  library_name: pytorch
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+ license: other
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  tags:
5
  - real_time
6
  - android
 
26
 
27
  ### Model Details
28
 
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+ - **Model Type:** Model_use_case.object_detection
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  - **Model Stats:**
31
  - Model checkpoint: multitask_FR_state_dict.pt
32
  - Input resolution: 128x128
33
  - Input channel number: 1
34
  - Number of parameters: 11.6M
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+ - Model size (float): 47.6MB
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+ - Model size (w8a8): 47.6MB
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+ | Model | Precision | Device | Chipset | Target Runtime | Inference Time (ms) | Peak Memory Range (MB) | Primary Compute Unit | Target Model
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  |---|---|---|---|---|---|---|---|---|
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+ | Facial-Attribute-Detection | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | TFLITE | 4.354 ms | 0 - 33 MB | 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 | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | QNN | 4.406 ms | 0 - 10 MB | NPU | Use Export Script |
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+ | Facial-Attribute-Detection | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | TFLITE | 1.267 ms | 0 - 43 MB | 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 | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | QNN | 1.512 ms | 0 - 29 MB | NPU | Use Export Script |
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+ | Facial-Attribute-Detection | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | TFLITE | 0.888 ms | 0 - 118 MB | 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 | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN | 0.917 ms | 0 - 2 MB | NPU | Use Export Script |
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+ | Facial-Attribute-Detection | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | TFLITE | 1.39 ms | 0 - 34 MB | 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 | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN | 1.426 ms | 0 - 15 MB | NPU | Use Export Script |
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+ | Facial-Attribute-Detection | float | SA7255P ADP | Qualcomm® SA7255P | TFLITE | 4.354 ms | 0 - 33 MB | 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 | float | SA7255P ADP | Qualcomm® SA7255P | QNN | 4.406 ms | 0 - 10 MB | NPU | Use Export Script |
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+ | Facial-Attribute-Detection | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | TFLITE | 0.879 ms | 0 - 123 MB | 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 | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | QNN | 0.925 ms | 0 - 2 MB | NPU | Use Export Script |
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+ | Facial-Attribute-Detection | float | SA8295P ADP | Qualcomm® SA8295P | TFLITE | 1.53 ms | 0 - 34 MB | 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 | float | SA8295P ADP | Qualcomm® SA8295P | QNN | 1.528 ms | 0 - 18 MB | NPU | Use Export Script |
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+ | Facial-Attribute-Detection | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | TFLITE | 0.88 ms | 0 - 119 MB | 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 | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | QNN | 0.914 ms | 0 - 2 MB | NPU | Use Export Script |
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+ | Facial-Attribute-Detection | float | SA8775P ADP | Qualcomm® SA8775P | TFLITE | 1.39 ms | 0 - 34 MB | 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 | float | SA8775P ADP | Qualcomm® SA8775P | QNN | 1.426 ms | 0 - 15 MB | NPU | Use Export Script |
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+ | Facial-Attribute-Detection | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | TFLITE | 0.877 ms | 0 - 118 MB | 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 | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | QNN | 0.915 ms | 0 - 13 MB | NPU | Use Export Script |
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+ | Facial-Attribute-Detection | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | ONNX | 1.095 ms | 0 - 88 MB | 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 | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | TFLITE | 0.669 ms | 0 - 39 MB | 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 | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN | 0.711 ms | 0 - 27 MB | NPU | Use Export Script |
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+ | Facial-Attribute-Detection | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 0.785 ms | 0 - 35 MB | 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 | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | TFLITE | 0.617 ms | 0 - 37 MB | 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 | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | QNN | 0.623 ms | 0 - 24 MB | NPU | Use Export Script |
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+ | Facial-Attribute-Detection | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | ONNX | 0.762 ms | 0 - 25 MB | 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 | float | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN | 1.031 ms | 0 - 0 MB | NPU | Use Export Script |
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+ | Facial-Attribute-Detection | float | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 1.043 ms | 25 - 25 MB | 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 | w8a8 | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | TFLITE | 1.228 ms | 0 - 31 MB | NPU | [Facial-Attribute-Detection.tflite](https://huggingface.co/qualcomm/Facial-Attribute-Detection/blob/main/Facial-Attribute-Detection_w8a8.tflite) |
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+ | Facial-Attribute-Detection | w8a8 | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | QNN | 1.134 ms | 0 - 10 MB | NPU | Use Export Script |
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+ | Facial-Attribute-Detection | w8a8 | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | TFLITE | 0.64 ms | 0 - 48 MB | NPU | [Facial-Attribute-Detection.tflite](https://huggingface.co/qualcomm/Facial-Attribute-Detection/blob/main/Facial-Attribute-Detection_w8a8.tflite) |
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+ | Facial-Attribute-Detection | w8a8 | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | QNN | 0.76 ms | 0 - 43 MB | NPU | Use Export Script |
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+ | Facial-Attribute-Detection | w8a8 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | TFLITE | 0.42 ms | 0 - 51 MB | NPU | [Facial-Attribute-Detection.tflite](https://huggingface.co/qualcomm/Facial-Attribute-Detection/blob/main/Facial-Attribute-Detection_w8a8.tflite) |
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+ | Facial-Attribute-Detection | w8a8 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN | 0.407 ms | 0 - 3 MB | NPU | Use Export Script |
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+ | Facial-Attribute-Detection | w8a8 | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | TFLITE | 0.661 ms | 0 - 34 MB | NPU | [Facial-Attribute-Detection.tflite](https://huggingface.co/qualcomm/Facial-Attribute-Detection/blob/main/Facial-Attribute-Detection_w8a8.tflite) |
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+ | Facial-Attribute-Detection | w8a8 | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN | 0.62 ms | 0 - 14 MB | NPU | Use Export Script |
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+ | Facial-Attribute-Detection | w8a8 | RB3 Gen 2 (Proxy) | Qualcomm® QCS6490 (Proxy) | TFLITE | 1.435 ms | 0 - 42 MB | NPU | [Facial-Attribute-Detection.tflite](https://huggingface.co/qualcomm/Facial-Attribute-Detection/blob/main/Facial-Attribute-Detection_w8a8.tflite) |
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+ | Facial-Attribute-Detection | w8a8 | RB3 Gen 2 (Proxy) | Qualcomm® QCS6490 (Proxy) | QNN | 1.548 ms | 0 - 12 MB | NPU | Use Export Script |
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+ | Facial-Attribute-Detection | w8a8 | RB5 (Proxy) | Qualcomm® QCS8250 (Proxy) | TFLITE | 63.944 ms | 2 - 5 MB | CPU | [Facial-Attribute-Detection.tflite](https://huggingface.co/qualcomm/Facial-Attribute-Detection/blob/main/Facial-Attribute-Detection_w8a8.tflite) |
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+ | Facial-Attribute-Detection | w8a8 | SA7255P ADP | Qualcomm® SA7255P | TFLITE | 1.228 ms | 0 - 31 MB | NPU | [Facial-Attribute-Detection.tflite](https://huggingface.co/qualcomm/Facial-Attribute-Detection/blob/main/Facial-Attribute-Detection_w8a8.tflite) |
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+ | Facial-Attribute-Detection | w8a8 | SA7255P ADP | Qualcomm® SA7255P | QNN | 1.134 ms | 0 - 10 MB | NPU | Use Export Script |
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+ | Facial-Attribute-Detection | w8a8 | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | TFLITE | 0.416 ms | 0 - 50 MB | NPU | [Facial-Attribute-Detection.tflite](https://huggingface.co/qualcomm/Facial-Attribute-Detection/blob/main/Facial-Attribute-Detection_w8a8.tflite) |
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+ | Facial-Attribute-Detection | w8a8 | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | QNN | 0.422 ms | 0 - 2 MB | NPU | Use Export Script |
84
+ | Facial-Attribute-Detection | w8a8 | SA8295P ADP | Qualcomm® SA8295P | TFLITE | 0.917 ms | 0 - 34 MB | NPU | [Facial-Attribute-Detection.tflite](https://huggingface.co/qualcomm/Facial-Attribute-Detection/blob/main/Facial-Attribute-Detection_w8a8.tflite) |
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+ | Facial-Attribute-Detection | w8a8 | SA8295P ADP | Qualcomm® SA8295P | QNN | 0.823 ms | 0 - 6 MB | NPU | Use Export Script |
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+ | Facial-Attribute-Detection | w8a8 | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | TFLITE | 0.424 ms | 0 - 50 MB | NPU | [Facial-Attribute-Detection.tflite](https://huggingface.co/qualcomm/Facial-Attribute-Detection/blob/main/Facial-Attribute-Detection_w8a8.tflite) |
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+ | Facial-Attribute-Detection | w8a8 | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | QNN | 0.404 ms | 0 - 2 MB | NPU | Use Export Script |
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+ | Facial-Attribute-Detection | w8a8 | SA8775P ADP | Qualcomm® SA8775P | TFLITE | 0.661 ms | 0 - 34 MB | NPU | [Facial-Attribute-Detection.tflite](https://huggingface.co/qualcomm/Facial-Attribute-Detection/blob/main/Facial-Attribute-Detection_w8a8.tflite) |
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+ | Facial-Attribute-Detection | w8a8 | SA8775P ADP | Qualcomm® SA8775P | QNN | 0.62 ms | 0 - 14 MB | NPU | Use Export Script |
90
+ | Facial-Attribute-Detection | w8a8 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | TFLITE | 0.429 ms | 0 - 50 MB | NPU | [Facial-Attribute-Detection.tflite](https://huggingface.co/qualcomm/Facial-Attribute-Detection/blob/main/Facial-Attribute-Detection_w8a8.tflite) |
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+ | Facial-Attribute-Detection | w8a8 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | QNN | 0.413 ms | 0 - 37 MB | NPU | Use Export Script |
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+ | Facial-Attribute-Detection | w8a8 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | ONNX | 0.586 ms | 0 - 51 MB | NPU | [Facial-Attribute-Detection.onnx](https://huggingface.co/qualcomm/Facial-Attribute-Detection/blob/main/Facial-Attribute-Detection_w8a8.onnx) |
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+ | Facial-Attribute-Detection | w8a8 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | TFLITE | 0.32 ms | 0 - 47 MB | NPU | [Facial-Attribute-Detection.tflite](https://huggingface.co/qualcomm/Facial-Attribute-Detection/blob/main/Facial-Attribute-Detection_w8a8.tflite) |
94
+ | Facial-Attribute-Detection | w8a8 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN | 0.304 ms | 0 - 42 MB | NPU | Use Export Script |
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+ | Facial-Attribute-Detection | w8a8 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 0.41 ms | 0 - 51 MB | NPU | [Facial-Attribute-Detection.onnx](https://huggingface.co/qualcomm/Facial-Attribute-Detection/blob/main/Facial-Attribute-Detection_w8a8.onnx) |
96
+ | Facial-Attribute-Detection | w8a8 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | TFLITE | 0.3 ms | 0 - 37 MB | NPU | [Facial-Attribute-Detection.tflite](https://huggingface.co/qualcomm/Facial-Attribute-Detection/blob/main/Facial-Attribute-Detection_w8a8.tflite) |
97
+ | Facial-Attribute-Detection | w8a8 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | QNN | 0.322 ms | 0 - 33 MB | NPU | Use Export Script |
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+ | Facial-Attribute-Detection | w8a8 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | ONNX | 0.454 ms | 0 - 37 MB | NPU | [Facial-Attribute-Detection.onnx](https://huggingface.co/qualcomm/Facial-Attribute-Detection/blob/main/Facial-Attribute-Detection_w8a8.onnx) |
99
+ | Facial-Attribute-Detection | w8a8 | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN | 0.528 ms | 1 - 1 MB | NPU | Use Export Script |
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+ | Facial-Attribute-Detection | w8a8 | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 0.603 ms | 13 - 13 MB | NPU | [Facial-Attribute-Detection.onnx](https://huggingface.co/qualcomm/Facial-Attribute-Detection/blob/main/Facial-Attribute-Detection_w8a8.onnx) |
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  Profiling Results
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  ------------------------------------------------------------
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  Facial-Attribute-Detection
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+ Device : cs_8275 (ANDROID 14)
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+ Runtime : TFLITE
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+ Estimated inference time (ms) : 4.4
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+ Estimated peak memory usage (MB): [0, 33]
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+ Total # Ops : 158
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+ Compute Unit(s) : npu (158 ops) gpu (0 ops) cpu (0 ops)
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  ```
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