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Facial-Attribute-Detection-Quantized

Object Detection
PyTorch
LiteRT
ONNX
real_time
quantized
android
Model card Files Community
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@@ -37,38 +37,38 @@ 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 | 0.427 ms | 0 - 49 MB | INT8 | NPU | [Facial-Attribute-Detection-Quantized.tflite](https://huggingface.co/qualcomm/Facial-Attribute-Detection-Quantized/blob/main/Facial-Attribute-Detection.tflite) |
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- | Facial-Attribute-Detection | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | QNN | 0.41 ms | 0 - 3 MB | INT8 | NPU | [Facial-Attribute-Detection-Quantized.so](https://huggingface.co/qualcomm/Facial-Attribute-Detection-Quantized/blob/main/Facial-Attribute-Detection.so) |
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- | Facial-Attribute-Detection | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | ONNX | 0.584 ms | 0 - 50 MB | INT8 | NPU | [Facial-Attribute-Detection-Quantized.onnx](https://huggingface.co/qualcomm/Facial-Attribute-Detection-Quantized/blob/main/Facial-Attribute-Detection.onnx) |
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- | Facial-Attribute-Detection | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | TFLITE | 0.33 ms | 0 - 44 MB | INT8 | NPU | [Facial-Attribute-Detection-Quantized.tflite](https://huggingface.co/qualcomm/Facial-Attribute-Detection-Quantized/blob/main/Facial-Attribute-Detection.tflite) |
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- | Facial-Attribute-Detection | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | QNN | 0.318 ms | 0 - 19 MB | INT8 | NPU | [Facial-Attribute-Detection-Quantized.so](https://huggingface.co/qualcomm/Facial-Attribute-Detection-Quantized/blob/main/Facial-Attribute-Detection.so) |
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- | Facial-Attribute-Detection | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | ONNX | 0.433 ms | 0 - 52 MB | INT8 | NPU | [Facial-Attribute-Detection-Quantized.onnx](https://huggingface.co/qualcomm/Facial-Attribute-Detection-Quantized/blob/main/Facial-Attribute-Detection.onnx) |
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- | Facial-Attribute-Detection | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | TFLITE | 0.319 ms | 0 - 34 MB | INT8 | NPU | [Facial-Attribute-Detection-Quantized.tflite](https://huggingface.co/qualcomm/Facial-Attribute-Detection-Quantized/blob/main/Facial-Attribute-Detection.tflite) |
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- | Facial-Attribute-Detection | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | QNN | 0.32 ms | 0 - 32 MB | INT8 | NPU | Use Export Script |
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- | Facial-Attribute-Detection | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | ONNX | 0.448 ms | 0 - 40 MB | INT8 | NPU | [Facial-Attribute-Detection-Quantized.onnx](https://huggingface.co/qualcomm/Facial-Attribute-Detection-Quantized/blob/main/Facial-Attribute-Detection.onnx) |
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- | Facial-Attribute-Detection | SA7255P ADP | SA7255P | TFLITE | 4.913 ms | 0 - 31 MB | INT8 | NPU | [Facial-Attribute-Detection-Quantized.tflite](https://huggingface.co/qualcomm/Facial-Attribute-Detection-Quantized/blob/main/Facial-Attribute-Detection.tflite) |
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- | Facial-Attribute-Detection | SA7255P ADP | SA7255P | QNN | 4.841 ms | 0 - 10 MB | INT8 | NPU | Use Export Script |
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- | Facial-Attribute-Detection | SA8255 (Proxy) | SA8255P Proxy | TFLITE | 0.422 ms | 0 - 51 MB | INT8 | NPU | [Facial-Attribute-Detection-Quantized.tflite](https://huggingface.co/qualcomm/Facial-Attribute-Detection-Quantized/blob/main/Facial-Attribute-Detection.tflite) |
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- | Facial-Attribute-Detection | SA8255 (Proxy) | SA8255P Proxy | QNN | 0.42 ms | 0 - 2 MB | INT8 | NPU | Use Export Script |
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- | Facial-Attribute-Detection | SA8295P ADP | SA8295P | TFLITE | 0.897 ms | 0 - 34 MB | INT8 | NPU | [Facial-Attribute-Detection-Quantized.tflite](https://huggingface.co/qualcomm/Facial-Attribute-Detection-Quantized/blob/main/Facial-Attribute-Detection.tflite) |
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- | Facial-Attribute-Detection | SA8295P ADP | SA8295P | QNN | 0.834 ms | 0 - 18 MB | INT8 | NPU | Use Export Script |
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- | Facial-Attribute-Detection | SA8650 (Proxy) | SA8650P Proxy | TFLITE | 0.432 ms | 0 - 49 MB | INT8 | NPU | [Facial-Attribute-Detection-Quantized.tflite](https://huggingface.co/qualcomm/Facial-Attribute-Detection-Quantized/blob/main/Facial-Attribute-Detection.tflite) |
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- | Facial-Attribute-Detection | SA8650 (Proxy) | SA8650P Proxy | QNN | 0.413 ms | 0 - 2 MB | INT8 | NPU | Use Export Script |
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- | Facial-Attribute-Detection | SA8775P ADP | SA8775P | TFLITE | 0.761 ms | 0 - 31 MB | INT8 | NPU | [Facial-Attribute-Detection-Quantized.tflite](https://huggingface.co/qualcomm/Facial-Attribute-Detection-Quantized/blob/main/Facial-Attribute-Detection.tflite) |
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- | Facial-Attribute-Detection | SA8775P ADP | SA8775P | QNN | 0.698 ms | 0 - 10 MB | INT8 | NPU | Use Export Script |
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- | Facial-Attribute-Detection | RB3 Gen 2 (Proxy) | QCS6490 Proxy | TFLITE | 1.418 ms | 0 - 40 MB | INT8 | NPU | [Facial-Attribute-Detection-Quantized.tflite](https://huggingface.co/qualcomm/Facial-Attribute-Detection-Quantized/blob/main/Facial-Attribute-Detection.tflite) |
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- | Facial-Attribute-Detection | RB3 Gen 2 (Proxy) | QCS6490 Proxy | QNN | 1.574 ms | 0 - 15 MB | INT8 | NPU | Use Export Script |
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- | Facial-Attribute-Detection | RB5 (Proxy) | QCS8250 Proxy | TFLITE | 62.564 ms | 2 - 5 MB | INT8 | CPU | [Facial-Attribute-Detection-Quantized.tflite](https://huggingface.co/qualcomm/Facial-Attribute-Detection-Quantized/blob/main/Facial-Attribute-Detection.tflite) |
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- | Facial-Attribute-Detection | QCS8275 (Proxy) | QCS8275 Proxy | TFLITE | 4.913 ms | 0 - 31 MB | INT8 | NPU | [Facial-Attribute-Detection-Quantized.tflite](https://huggingface.co/qualcomm/Facial-Attribute-Detection-Quantized/blob/main/Facial-Attribute-Detection.tflite) |
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- | Facial-Attribute-Detection | QCS8275 (Proxy) | QCS8275 Proxy | QNN | 4.841 ms | 0 - 10 MB | INT8 | NPU | Use Export Script |
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- | Facial-Attribute-Detection | QCS8550 (Proxy) | QCS8550 Proxy | TFLITE | 0.42 ms | 0 - 50 MB | INT8 | NPU | [Facial-Attribute-Detection-Quantized.tflite](https://huggingface.co/qualcomm/Facial-Attribute-Detection-Quantized/blob/main/Facial-Attribute-Detection.tflite) |
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- | Facial-Attribute-Detection | QCS8550 (Proxy) | QCS8550 Proxy | QNN | 0.419 ms | 0 - 3 MB | INT8 | NPU | Use Export Script |
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- | Facial-Attribute-Detection | QCS9075 (Proxy) | QCS9075 Proxy | TFLITE | 0.761 ms | 0 - 31 MB | INT8 | NPU | [Facial-Attribute-Detection-Quantized.tflite](https://huggingface.co/qualcomm/Facial-Attribute-Detection-Quantized/blob/main/Facial-Attribute-Detection.tflite) |
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- | Facial-Attribute-Detection | QCS9075 (Proxy) | QCS9075 Proxy | QNN | 0.698 ms | 0 - 10 MB | INT8 | NPU | Use Export Script |
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- | Facial-Attribute-Detection | QCS8450 (Proxy) | QCS8450 Proxy | TFLITE | 0.655 ms | 0 - 50 MB | INT8 | NPU | [Facial-Attribute-Detection-Quantized.tflite](https://huggingface.co/qualcomm/Facial-Attribute-Detection-Quantized/blob/main/Facial-Attribute-Detection.tflite) |
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  | Facial-Attribute-Detection | QCS8450 (Proxy) | QCS8450 Proxy | QNN | 0.633 ms | 0 - 44 MB | INT8 | NPU | Use Export Script |
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- | Facial-Attribute-Detection | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN | 0.524 ms | 0 - 0 MB | INT8 | NPU | Use Export Script |
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- | Facial-Attribute-Detection | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 0.604 ms | 14 - 14 MB | INT8 | NPU | [Facial-Attribute-Detection-Quantized.onnx](https://huggingface.co/qualcomm/Facial-Attribute-Detection-Quantized/blob/main/Facial-Attribute-Detection.onnx) |
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@@ -133,7 +133,7 @@ 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) : 0.4
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- Estimated peak memory usage (MB): [0, 49]
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  Total # Ops : 171
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  Compute Unit(s) : NPU (171 ops)
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  ```
 
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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 | 0.42 ms | 0 - 50 MB | INT8 | NPU | [Facial-Attribute-Detection-Quantized.tflite](https://huggingface.co/qualcomm/Facial-Attribute-Detection-Quantized/blob/main/Facial-Attribute-Detection.tflite) |
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+ | Facial-Attribute-Detection | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | QNN | 0.433 ms | 0 - 47 MB | INT8 | NPU | [Facial-Attribute-Detection-Quantized.so](https://huggingface.co/qualcomm/Facial-Attribute-Detection-Quantized/blob/main/Facial-Attribute-Detection.so) |
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+ | Facial-Attribute-Detection | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | ONNX | 0.607 ms | 0 - 47 MB | INT8 | NPU | [Facial-Attribute-Detection-Quantized.onnx](https://huggingface.co/qualcomm/Facial-Attribute-Detection-Quantized/blob/main/Facial-Attribute-Detection.onnx) |
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+ | Facial-Attribute-Detection | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | TFLITE | 0.323 ms | 0 - 43 MB | INT8 | NPU | [Facial-Attribute-Detection-Quantized.tflite](https://huggingface.co/qualcomm/Facial-Attribute-Detection-Quantized/blob/main/Facial-Attribute-Detection.tflite) |
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+ | Facial-Attribute-Detection | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | QNN | 0.326 ms | 0 - 41 MB | INT8 | NPU | [Facial-Attribute-Detection-Quantized.so](https://huggingface.co/qualcomm/Facial-Attribute-Detection-Quantized/blob/main/Facial-Attribute-Detection.so) |
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+ | Facial-Attribute-Detection | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | ONNX | 0.428 ms | 0 - 53 MB | INT8 | NPU | [Facial-Attribute-Detection-Quantized.onnx](https://huggingface.co/qualcomm/Facial-Attribute-Detection-Quantized/blob/main/Facial-Attribute-Detection.onnx) |
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+ | Facial-Attribute-Detection | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | TFLITE | 0.272 ms | 0 - 34 MB | INT8 | NPU | [Facial-Attribute-Detection-Quantized.tflite](https://huggingface.co/qualcomm/Facial-Attribute-Detection-Quantized/blob/main/Facial-Attribute-Detection.tflite) |
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+ | Facial-Attribute-Detection | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | QNN | 0.318 ms | 0 - 36 MB | INT8 | NPU | Use Export Script |
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+ | Facial-Attribute-Detection | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | ONNX | 0.435 ms | 0 - 40 MB | INT8 | NPU | [Facial-Attribute-Detection-Quantized.onnx](https://huggingface.co/qualcomm/Facial-Attribute-Detection-Quantized/blob/main/Facial-Attribute-Detection.onnx) |
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+ | Facial-Attribute-Detection | SA7255P ADP | SA7255P | TFLITE | 4.798 ms | 0 - 31 MB | INT8 | NPU | [Facial-Attribute-Detection-Quantized.tflite](https://huggingface.co/qualcomm/Facial-Attribute-Detection-Quantized/blob/main/Facial-Attribute-Detection.tflite) |
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+ | Facial-Attribute-Detection | SA7255P ADP | SA7255P | QNN | 4.714 ms | 0 - 9 MB | INT8 | NPU | Use Export Script |
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+ | Facial-Attribute-Detection | SA8255 (Proxy) | SA8255P Proxy | TFLITE | 0.429 ms | 0 - 50 MB | INT8 | NPU | [Facial-Attribute-Detection-Quantized.tflite](https://huggingface.co/qualcomm/Facial-Attribute-Detection-Quantized/blob/main/Facial-Attribute-Detection.tflite) |
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+ | Facial-Attribute-Detection | SA8255 (Proxy) | SA8255P Proxy | QNN | 0.415 ms | 0 - 2 MB | INT8 | NPU | Use Export Script |
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+ | Facial-Attribute-Detection | SA8295P ADP | SA8295P | TFLITE | 0.933 ms | 0 - 34 MB | INT8 | NPU | [Facial-Attribute-Detection-Quantized.tflite](https://huggingface.co/qualcomm/Facial-Attribute-Detection-Quantized/blob/main/Facial-Attribute-Detection.tflite) |
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+ | Facial-Attribute-Detection | SA8295P ADP | SA8295P | QNN | 0.848 ms | 0 - 18 MB | INT8 | NPU | Use Export Script |
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+ | Facial-Attribute-Detection | SA8650 (Proxy) | SA8650P Proxy | TFLITE | 0.419 ms | 0 - 50 MB | INT8 | NPU | [Facial-Attribute-Detection-Quantized.tflite](https://huggingface.co/qualcomm/Facial-Attribute-Detection-Quantized/blob/main/Facial-Attribute-Detection.tflite) |
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+ | Facial-Attribute-Detection | SA8650 (Proxy) | SA8650P Proxy | QNN | 0.412 ms | 0 - 2 MB | INT8 | NPU | Use Export Script |
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+ | Facial-Attribute-Detection | SA8775P ADP | SA8775P | TFLITE | 0.742 ms | 0 - 31 MB | INT8 | NPU | [Facial-Attribute-Detection-Quantized.tflite](https://huggingface.co/qualcomm/Facial-Attribute-Detection-Quantized/blob/main/Facial-Attribute-Detection.tflite) |
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+ | Facial-Attribute-Detection | SA8775P ADP | SA8775P | QNN | 0.697 ms | 0 - 10 MB | INT8 | NPU | Use Export Script |
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+ | Facial-Attribute-Detection | RB3 Gen 2 (Proxy) | QCS6490 Proxy | TFLITE | 1.405 ms | 0 - 38 MB | INT8 | NPU | [Facial-Attribute-Detection-Quantized.tflite](https://huggingface.co/qualcomm/Facial-Attribute-Detection-Quantized/blob/main/Facial-Attribute-Detection.tflite) |
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+ | Facial-Attribute-Detection | RB3 Gen 2 (Proxy) | QCS6490 Proxy | QNN | 1.549 ms | 0 - 12 MB | INT8 | NPU | Use Export Script |
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+ | Facial-Attribute-Detection | RB5 (Proxy) | QCS8250 Proxy | TFLITE | 65.517 ms | 2 - 5 MB | INT8 | CPU | [Facial-Attribute-Detection-Quantized.tflite](https://huggingface.co/qualcomm/Facial-Attribute-Detection-Quantized/blob/main/Facial-Attribute-Detection.tflite) |
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+ | Facial-Attribute-Detection | QCS8275 (Proxy) | QCS8275 Proxy | TFLITE | 4.798 ms | 0 - 31 MB | INT8 | NPU | [Facial-Attribute-Detection-Quantized.tflite](https://huggingface.co/qualcomm/Facial-Attribute-Detection-Quantized/blob/main/Facial-Attribute-Detection.tflite) |
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+ | Facial-Attribute-Detection | QCS8275 (Proxy) | QCS8275 Proxy | QNN | 4.714 ms | 0 - 9 MB | INT8 | NPU | Use Export Script |
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+ | Facial-Attribute-Detection | QCS8550 (Proxy) | QCS8550 Proxy | TFLITE | 0.421 ms | 0 - 52 MB | INT8 | NPU | [Facial-Attribute-Detection-Quantized.tflite](https://huggingface.co/qualcomm/Facial-Attribute-Detection-Quantized/blob/main/Facial-Attribute-Detection.tflite) |
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+ | Facial-Attribute-Detection | QCS8550 (Proxy) | QCS8550 Proxy | QNN | 0.408 ms | 0 - 2 MB | INT8 | NPU | Use Export Script |
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+ | Facial-Attribute-Detection | QCS9075 (Proxy) | QCS9075 Proxy | TFLITE | 0.742 ms | 0 - 31 MB | INT8 | NPU | [Facial-Attribute-Detection-Quantized.tflite](https://huggingface.co/qualcomm/Facial-Attribute-Detection-Quantized/blob/main/Facial-Attribute-Detection.tflite) |
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+ | Facial-Attribute-Detection | QCS9075 (Proxy) | QCS9075 Proxy | QNN | 0.697 ms | 0 - 10 MB | INT8 | NPU | Use Export Script |
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+ | Facial-Attribute-Detection | QCS8450 (Proxy) | QCS8450 Proxy | TFLITE | 0.65 ms | 0 - 49 MB | INT8 | NPU | [Facial-Attribute-Detection-Quantized.tflite](https://huggingface.co/qualcomm/Facial-Attribute-Detection-Quantized/blob/main/Facial-Attribute-Detection.tflite) |
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  | Facial-Attribute-Detection | QCS8450 (Proxy) | QCS8450 Proxy | QNN | 0.633 ms | 0 - 44 MB | INT8 | NPU | Use Export Script |
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+ | Facial-Attribute-Detection | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN | 0.507 ms | 1 - 1 MB | INT8 | NPU | Use Export Script |
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+ | Facial-Attribute-Detection | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 0.589 ms | 13 - 13 MB | INT8 | NPU | [Facial-Attribute-Detection-Quantized.onnx](https://huggingface.co/qualcomm/Facial-Attribute-Detection-Quantized/blob/main/Facial-Attribute-Detection.onnx) |
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  Device : Samsung Galaxy S23 (13)
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  Runtime : TFLITE
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  Estimated inference time (ms) : 0.4
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+ Estimated peak memory usage (MB): [0, 50]
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  Total # Ops : 171
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  Compute Unit(s) : NPU (171 ops)
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  ```