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Facial-Attribute-Detection

Object Detection
PyTorch
real_time
bu_iot
android
Model card Files
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v0.30.2

Browse files

See https://github.com/quic/ai-hub-models/releases/v0.30.2 for changelog.

Files changed (5) hide show
  1. Facial-Attribute-Detection_w8a8.bin +0 -3
  2. Facial-Attribute-Detection.bin → Facial-Attribute-Detection_w8a8.onnx +2 -2
  3. Facial-Attribute-Detection_w8a8.so +0 -3
  4. Facial-Attribute-Detection.so → Facial-Attribute-Detection_w8a8.tflite +2 -2
  5. README.md +60 -60
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README.md CHANGED
@@ -37,67 +37,67 @@ More details on model performance across various devices, can be found
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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 | 29.713 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 | 4.399 ms | 0 - 10 MB | NPU | Use Export Script |
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- | Facial-Attribute-Detection | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | TFLITE | 1.27 ms | 0 - 41 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 | 1.517 ms | 0 - 29 MB | NPU | Use Export Script |
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- | Facial-Attribute-Detection | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | TFLITE | 0.899 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 | 0.912 ms | 0 - 3 MB | NPU | Use Export Script |
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- | Facial-Attribute-Detection | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | TFLITE | 1.401 ms | 0 - 35 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 | 1.433 ms | 0 - 15 MB | NPU | Use Export Script |
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- | Facial-Attribute-Detection | float | SA7255P ADP | Qualcomm® SA7255P | TFLITE | 29.713 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 | 4.399 ms | 0 - 10 MB | NPU | Use Export Script |
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- | Facial-Attribute-Detection | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | TFLITE | 0.882 ms | 0 - 115 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 | 0.922 ms | 0 - 2 MB | NPU | Use Export Script |
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- | Facial-Attribute-Detection | float | SA8295P ADP | Qualcomm® SA8295P | TFLITE | 1.55 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 | SA8295P ADP | Qualcomm® SA8295P | QNN | 1.555 ms | 0 - 18 MB | NPU | Use Export Script |
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- | Facial-Attribute-Detection | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | TFLITE | 0.882 ms | 0 - 116 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 | 0.918 ms | 0 - 2 MB | NPU | Use Export Script |
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- | Facial-Attribute-Detection | float | SA8775P ADP | Qualcomm® SA8775P | TFLITE | 1.401 ms | 0 - 35 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 | 1.433 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 | 0.884 ms | 0 - 114 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 | 0.929 ms | 0 - 17 MB | NPU | Use Export Script |
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- | Facial-Attribute-Detection | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | ONNX | 1.069 ms | 0 - 98 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 | 0.678 ms | 0 - 40 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 | 0.699 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 | 0.787 ms | 0 - 33 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 | 0.595 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 | 0.564 ms | 0 - 25 MB | NPU | Use Export Script |
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- | Facial-Attribute-Detection | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | ONNX | 0.694 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 | 1.024 ms | 0 - 0 MB | NPU | Use Export Script |
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- | Facial-Attribute-Detection | float | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 1.038 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 | 1.195 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 | 1.121 ms | 0 - 10 MB | NPU | Use Export Script |
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- | Facial-Attribute-Detection | w8a8 | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | TFLITE | 0.674 ms | 0 - 44 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 | 0.779 ms | 0 - 44 MB | NPU | Use Export Script |
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- | Facial-Attribute-Detection | w8a8 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | TFLITE | 0.434 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 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN | 0.414 ms | 0 - 9 MB | NPU | Use Export Script |
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- | Facial-Attribute-Detection | w8a8 | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | TFLITE | 0.651 ms | 0 - 33 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 | 0.602 ms | 0 - 14 MB | NPU | Use Export Script |
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- | Facial-Attribute-Detection | w8a8 | RB3 Gen 2 (Proxy) | Qualcomm® QCS6490 (Proxy) | TFLITE | 1.444 ms | 0 - 40 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 | 1.585 ms | 0 - 14 MB | NPU | Use Export Script |
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- | Facial-Attribute-Detection | w8a8 | RB5 (Proxy) | Qualcomm® QCS8250 (Proxy) | TFLITE | 55.106 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 | 1.195 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 | 1.121 ms | 0 - 10 MB | NPU | Use Export Script |
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- | Facial-Attribute-Detection | w8a8 | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | TFLITE | 0.427 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 | 0.407 ms | 0 - 2 MB | NPU | Use Export Script |
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- | Facial-Attribute-Detection | w8a8 | SA8295P ADP | Qualcomm® SA8295P | TFLITE | 0.878 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 | 0.849 ms | 0 - 18 MB | NPU | Use Export Script |
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- | Facial-Attribute-Detection | w8a8 | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | TFLITE | 0.426 ms | 0 - 8 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 | 0.414 ms | 0 - 2 MB | NPU | Use Export Script |
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- | Facial-Attribute-Detection | w8a8 | SA8775P ADP | Qualcomm® SA8775P | TFLITE | 0.651 ms | 0 - 33 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 | 0.602 ms | 0 - 14 MB | NPU | Use Export Script |
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- | Facial-Attribute-Detection | w8a8 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | TFLITE | 0.43 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 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | QNN | 0.412 ms | 0 - 38 MB | NPU | Use Export Script |
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- | Facial-Attribute-Detection | w8a8 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | ONNX | 0.605 ms | 0 - 47 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 | 0.319 ms | 0 - 49 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 S24 | Snapdragon® 8 Gen 3 Mobile | QNN | 0.296 ms | 0 - 45 MB | NPU | Use Export Script |
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- | Facial-Attribute-Detection | w8a8 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 0.4 ms | 0 - 58 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 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | TFLITE | 0.272 ms | 0 - 38 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 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | QNN | 0.257 ms | 0 - 38 MB | NPU | Use Export Script |
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- | Facial-Attribute-Detection | w8a8 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | ONNX | 0.464 ms | 0 - 40 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 | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN | 0.51 ms | 1 - 1 MB | NPU | Use Export Script |
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- | Facial-Attribute-Detection | w8a8 | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 0.59 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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@@ -161,7 +161,7 @@ Profiling Results
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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) : 29.7
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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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  | Model | Precision | Device | Chipset | Target Runtime | Inference Time (ms) | Peak Memory Range (MB) | Primary Compute Unit | Target Model
39
  |---|---|---|---|---|---|---|---|---|
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+ | Facial-Attribute-Detection | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | TFLITE | 4.372 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 | 4.372 ms | 0 - 10 MB | NPU | Use Export Script |
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+ | Facial-Attribute-Detection | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | TFLITE | 1.265 ms | 0 - 42 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 | 1.554 ms | 0 - 31 MB | NPU | Use Export Script |
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+ | Facial-Attribute-Detection | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | TFLITE | 0.879 ms | 0 - 120 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 - 11 MB | NPU | Use Export Script |
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+ | Facial-Attribute-Detection | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | TFLITE | 1.414 ms | 0 - 35 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 | 1.432 ms | 0 - 15 MB | NPU | Use Export Script |
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+ | Facial-Attribute-Detection | float | SA7255P ADP | Qualcomm® SA7255P | TFLITE | 4.372 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 | 4.372 ms | 0 - 10 MB | NPU | Use Export Script |
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+ | Facial-Attribute-Detection | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | TFLITE | 0.894 ms | 0 - 122 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 | 1.527 ms | 0 - 35 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 | 1.536 ms | 0 - 18 MB | NPU | Use Export Script |
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+ | Facial-Attribute-Detection | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | TFLITE | 0.874 ms | 0 - 114 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 | 0.92 ms | 0 - 2 MB | NPU | Use Export Script |
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+ | Facial-Attribute-Detection | float | SA8775P ADP | Qualcomm® SA8775P | TFLITE | 1.414 ms | 0 - 35 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 | 1.432 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 | 0.871 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 | 0.913 ms | 0 - 11 MB | NPU | Use Export Script |
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+ | Facial-Attribute-Detection | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | ONNX | 1.063 ms | 0 - 83 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 | 0.679 ms | 0 - 40 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 | 0.698 ms | 0 - 30 MB | NPU | Use Export Script |
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+ | Facial-Attribute-Detection | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 0.783 ms | 0 - 35 MB | NPU | [Facial-Attribute-Detection.onnx](https://huggingface.co/qualcomm/Facial-Attribute-Detection/blob/main/Facial-Attribute-Detection.onnx) |
64
+ | Facial-Attribute-Detection | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | TFLITE | 0.604 ms | 0 - 36 MB | NPU | [Facial-Attribute-Detection.tflite](https://huggingface.co/qualcomm/Facial-Attribute-Detection/blob/main/Facial-Attribute-Detection.tflite) |
65
+ | Facial-Attribute-Detection | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | QNN | 0.565 ms | 0 - 26 MB | NPU | Use Export Script |
66
+ | Facial-Attribute-Detection | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | ONNX | 0.781 ms | 0 - 25 MB | NPU | [Facial-Attribute-Detection.onnx](https://huggingface.co/qualcomm/Facial-Attribute-Detection/blob/main/Facial-Attribute-Detection.onnx) |
67
+ | Facial-Attribute-Detection | float | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN | 1.027 ms | 0 - 0 MB | NPU | Use Export Script |
68
+ | Facial-Attribute-Detection | float | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 1.057 ms | 25 - 25 MB | NPU | [Facial-Attribute-Detection.onnx](https://huggingface.co/qualcomm/Facial-Attribute-Detection/blob/main/Facial-Attribute-Detection.onnx) |
69
+ | Facial-Attribute-Detection | w8a8 | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | TFLITE | 1.204 ms | 0 - 31 MB | NPU | [Facial-Attribute-Detection.tflite](https://huggingface.co/qualcomm/Facial-Attribute-Detection/blob/main/Facial-Attribute-Detection_w8a8.tflite) |
70
+ | Facial-Attribute-Detection | w8a8 | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | QNN | 1.123 ms | 0 - 9 MB | NPU | Use Export Script |
71
+ | Facial-Attribute-Detection | w8a8 | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | TFLITE | 0.662 ms | 0 - 51 MB | NPU | [Facial-Attribute-Detection.tflite](https://huggingface.co/qualcomm/Facial-Attribute-Detection/blob/main/Facial-Attribute-Detection_w8a8.tflite) |
72
+ | Facial-Attribute-Detection | w8a8 | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | QNN | 0.747 ms | 0 - 45 MB | NPU | Use Export Script |
73
+ | Facial-Attribute-Detection | w8a8 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | TFLITE | 0.422 ms | 0 - 50 MB | NPU | [Facial-Attribute-Detection.tflite](https://huggingface.co/qualcomm/Facial-Attribute-Detection/blob/main/Facial-Attribute-Detection_w8a8.tflite) |
74
+ | Facial-Attribute-Detection | w8a8 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN | 0.409 ms | 0 - 2 MB | NPU | Use Export Script |
75
+ | Facial-Attribute-Detection | w8a8 | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | TFLITE | 0.657 ms | 0 - 34 MB | NPU | [Facial-Attribute-Detection.tflite](https://huggingface.co/qualcomm/Facial-Attribute-Detection/blob/main/Facial-Attribute-Detection_w8a8.tflite) |
76
+ | Facial-Attribute-Detection | w8a8 | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN | 0.609 ms | 0 - 14 MB | NPU | Use Export Script |
77
+ | Facial-Attribute-Detection | w8a8 | RB3 Gen 2 (Proxy) | Qualcomm® QCS6490 (Proxy) | TFLITE | 1.38 ms | 0 - 40 MB | NPU | [Facial-Attribute-Detection.tflite](https://huggingface.co/qualcomm/Facial-Attribute-Detection/blob/main/Facial-Attribute-Detection_w8a8.tflite) |
78
+ | Facial-Attribute-Detection | w8a8 | RB3 Gen 2 (Proxy) | Qualcomm® QCS6490 (Proxy) | QNN | 1.639 ms | 0 - 11 MB | NPU | Use Export Script |
79
+ | Facial-Attribute-Detection | w8a8 | RB5 (Proxy) | Qualcomm® QCS8250 (Proxy) | TFLITE | 72.884 ms | 2 - 4 MB | CPU | [Facial-Attribute-Detection.tflite](https://huggingface.co/qualcomm/Facial-Attribute-Detection/blob/main/Facial-Attribute-Detection_w8a8.tflite) |
80
+ | Facial-Attribute-Detection | w8a8 | SA7255P ADP | Qualcomm® SA7255P | TFLITE | 1.204 ms | 0 - 31 MB | NPU | [Facial-Attribute-Detection.tflite](https://huggingface.co/qualcomm/Facial-Attribute-Detection/blob/main/Facial-Attribute-Detection_w8a8.tflite) |
81
+ | Facial-Attribute-Detection | w8a8 | SA7255P ADP | Qualcomm® SA7255P | QNN | 1.123 ms | 0 - 9 MB | NPU | Use Export Script |
82
+ | Facial-Attribute-Detection | w8a8 | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | TFLITE | 0.422 ms | 0 - 50 MB | NPU | [Facial-Attribute-Detection.tflite](https://huggingface.co/qualcomm/Facial-Attribute-Detection/blob/main/Facial-Attribute-Detection_w8a8.tflite) |
83
+ | Facial-Attribute-Detection | w8a8 | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | QNN | 0.409 ms | 0 - 11 MB | NPU | Use Export Script |
84
+ | Facial-Attribute-Detection | w8a8 | SA8295P ADP | Qualcomm® SA8295P | TFLITE | 0.894 ms | 0 - 34 MB | NPU | [Facial-Attribute-Detection.tflite](https://huggingface.co/qualcomm/Facial-Attribute-Detection/blob/main/Facial-Attribute-Detection_w8a8.tflite) |
85
+ | Facial-Attribute-Detection | w8a8 | SA8295P ADP | Qualcomm® SA8295P | QNN | 0.841 ms | 0 - 18 MB | NPU | Use Export Script |
86
+ | Facial-Attribute-Detection | w8a8 | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | TFLITE | 0.419 ms | 0 - 50 MB | NPU | [Facial-Attribute-Detection.tflite](https://huggingface.co/qualcomm/Facial-Attribute-Detection/blob/main/Facial-Attribute-Detection_w8a8.tflite) |
87
  | Facial-Attribute-Detection | w8a8 | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | QNN | 0.414 ms | 0 - 2 MB | NPU | Use Export Script |
88
+ | Facial-Attribute-Detection | w8a8 | SA8775P ADP | Qualcomm® SA8775P | TFLITE | 0.657 ms | 0 - 34 MB | NPU | [Facial-Attribute-Detection.tflite](https://huggingface.co/qualcomm/Facial-Attribute-Detection/blob/main/Facial-Attribute-Detection_w8a8.tflite) |
89
+ | Facial-Attribute-Detection | w8a8 | SA8775P ADP | Qualcomm® SA8775P | QNN | 0.609 ms | 0 - 14 MB | NPU | Use Export Script |
90
+ | Facial-Attribute-Detection | w8a8 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | TFLITE | 0.422 ms | 0 - 50 MB | NPU | [Facial-Attribute-Detection.tflite](https://huggingface.co/qualcomm/Facial-Attribute-Detection/blob/main/Facial-Attribute-Detection_w8a8.tflite) |
91
+ | Facial-Attribute-Detection | w8a8 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | QNN | 0.409 ms | 0 - 39 MB | NPU | Use Export Script |
92
+ | Facial-Attribute-Detection | w8a8 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | ONNX | 0.585 ms | 0 - 50 MB | NPU | [Facial-Attribute-Detection.onnx](https://huggingface.co/qualcomm/Facial-Attribute-Detection/blob/main/Facial-Attribute-Detection_w8a8.onnx) |
93
+ | Facial-Attribute-Detection | w8a8 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | TFLITE | 0.32 ms | 0 - 46 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 | 0.305 ms | 0 - 45 MB | NPU | Use Export Script |
95
+ | Facial-Attribute-Detection | w8a8 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 0.437 ms | 0 - 52 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 | 0.278 ms | 0 - 32 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 | 0.307 ms | 0 - 39 MB | NPU | Use Export Script |
98
+ | Facial-Attribute-Detection | w8a8 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | ONNX | 0.436 ms | 0 - 39 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 | 0.51 ms | 1 - 1 MB | NPU | Use Export Script |
100
+ | Facial-Attribute-Detection | w8a8 | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 0.601 ms | 13 - 13 MB | NPU | [Facial-Attribute-Detection.onnx](https://huggingface.co/qualcomm/Facial-Attribute-Detection/blob/main/Facial-Attribute-Detection_w8a8.onnx) |
101
 
102
 
103
 
 
161
  Facial-Attribute-Detection
162
  Device : cs_8275 (ANDROID 14)
163
  Runtime : TFLITE
164
+ Estimated inference time (ms) : 4.4
165
  Estimated peak memory usage (MB): [0, 33]
166
  Total # Ops : 158
167
  Compute Unit(s) : npu (158 ops) gpu (0 ops) cpu (0 ops)