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HRNetPose

Keypoint Detection
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android
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@@ -34,31 +34,31 @@ 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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- | HRNetPose | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | TFLITE | 2.849 ms | 0 - 59 MB | FP16 | NPU | [HRNetPose.tflite](https://huggingface.co/qualcomm/HRNetPose/blob/main/HRNetPose.tflite) |
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- | HRNetPose | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | QNN | 2.951 ms | 1 - 26 MB | FP16 | NPU | [HRNetPose.so](https://huggingface.co/qualcomm/HRNetPose/blob/main/HRNetPose.so) |
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- | HRNetPose | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | ONNX | 2.932 ms | 0 - 58 MB | FP16 | NPU | [HRNetPose.onnx](https://huggingface.co/qualcomm/HRNetPose/blob/main/HRNetPose.onnx) |
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- | HRNetPose | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | TFLITE | 2.072 ms | 0 - 39 MB | FP16 | NPU | [HRNetPose.tflite](https://huggingface.co/qualcomm/HRNetPose/blob/main/HRNetPose.tflite) |
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- | HRNetPose | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | QNN | 2.118 ms | 0 - 36 MB | FP16 | NPU | [HRNetPose.so](https://huggingface.co/qualcomm/HRNetPose/blob/main/HRNetPose.so) |
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- | HRNetPose | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | ONNX | 2.159 ms | 0 - 149 MB | FP16 | NPU | [HRNetPose.onnx](https://huggingface.co/qualcomm/HRNetPose/blob/main/HRNetPose.onnx) |
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- | HRNetPose | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | TFLITE | 1.964 ms | 0 - 36 MB | FP16 | NPU | [HRNetPose.tflite](https://huggingface.co/qualcomm/HRNetPose/blob/main/HRNetPose.tflite) |
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- | HRNetPose | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | QNN | 2.034 ms | 0 - 34 MB | FP16 | NPU | Use Export Script |
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- | HRNetPose | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | ONNX | 2.138 ms | 0 - 74 MB | FP16 | NPU | [HRNetPose.onnx](https://huggingface.co/qualcomm/HRNetPose/blob/main/HRNetPose.onnx) |
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- | HRNetPose | QCS8550 (Proxy) | QCS8550 Proxy | TFLITE | 2.817 ms | 0 - 38 MB | FP16 | NPU | [HRNetPose.tflite](https://huggingface.co/qualcomm/HRNetPose/blob/main/HRNetPose.tflite) |
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- | HRNetPose | QCS8550 (Proxy) | QCS8550 Proxy | QNN | 2.751 ms | 1 - 2 MB | FP16 | NPU | Use Export Script |
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- | HRNetPose | SA7255P ADP | SA7255P | TFLITE | 103.088 ms | 0 - 33 MB | FP16 | NPU | [HRNetPose.tflite](https://huggingface.co/qualcomm/HRNetPose/blob/main/HRNetPose.tflite) |
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- | HRNetPose | SA7255P ADP | SA7255P | QNN | 103.096 ms | 1 - 11 MB | FP16 | NPU | Use Export Script |
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- | HRNetPose | SA8255 (Proxy) | SA8255P Proxy | TFLITE | 2.828 ms | 0 - 49 MB | FP16 | NPU | [HRNetPose.tflite](https://huggingface.co/qualcomm/HRNetPose/blob/main/HRNetPose.tflite) |
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- | HRNetPose | SA8255 (Proxy) | SA8255P Proxy | QNN | 2.743 ms | 1 - 2 MB | FP16 | NPU | Use Export Script |
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- | HRNetPose | SA8295P ADP | SA8295P | TFLITE | 4.613 ms | 0 - 28 MB | FP16 | NPU | [HRNetPose.tflite](https://huggingface.co/qualcomm/HRNetPose/blob/main/HRNetPose.tflite) |
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- | HRNetPose | SA8295P ADP | SA8295P | QNN | 4.705 ms | 1 - 6 MB | FP16 | NPU | Use Export Script |
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- | HRNetPose | SA8650 (Proxy) | SA8650P Proxy | TFLITE | 2.814 ms | 0 - 27 MB | FP16 | NPU | [HRNetPose.tflite](https://huggingface.co/qualcomm/HRNetPose/blob/main/HRNetPose.tflite) |
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- | HRNetPose | SA8650 (Proxy) | SA8650P Proxy | QNN | 2.757 ms | 1 - 2 MB | FP16 | NPU | Use Export Script |
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  | HRNetPose | SA8775P ADP | SA8775P | TFLITE | 5.44 ms | 0 - 33 MB | FP16 | NPU | [HRNetPose.tflite](https://huggingface.co/qualcomm/HRNetPose/blob/main/HRNetPose.tflite) |
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- | HRNetPose | SA8775P ADP | SA8775P | QNN | 5.505 ms | 1 - 11 MB | FP16 | NPU | Use Export Script |
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- | HRNetPose | QCS8450 (Proxy) | QCS8450 Proxy | TFLITE | 3.812 ms | 0 - 34 MB | FP16 | NPU | [HRNetPose.tflite](https://huggingface.co/qualcomm/HRNetPose/blob/main/HRNetPose.tflite) |
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- | HRNetPose | QCS8450 (Proxy) | QCS8450 Proxy | QNN | 3.936 ms | 0 - 29 MB | FP16 | NPU | Use Export Script |
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- | HRNetPose | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN | 2.961 ms | 1 - 1 MB | FP16 | NPU | Use Export Script |
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- | HRNetPose | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 2.984 ms | 57 - 57 MB | FP16 | NPU | [HRNetPose.onnx](https://huggingface.co/qualcomm/HRNetPose/blob/main/HRNetPose.onnx) |
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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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+ | HRNetPose | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | TFLITE | 2.81 ms | 0 - 59 MB | FP16 | NPU | [HRNetPose.tflite](https://huggingface.co/qualcomm/HRNetPose/blob/main/HRNetPose.tflite) |
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+ | HRNetPose | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | QNN | 2.91 ms | 1 - 26 MB | FP16 | NPU | [HRNetPose.so](https://huggingface.co/qualcomm/HRNetPose/blob/main/HRNetPose.so) |
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+ | HRNetPose | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | ONNX | 3.068 ms | 0 - 167 MB | FP16 | NPU | [HRNetPose.onnx](https://huggingface.co/qualcomm/HRNetPose/blob/main/HRNetPose.onnx) |
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+ | HRNetPose | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | TFLITE | 2.04 ms | 0 - 38 MB | FP16 | NPU | [HRNetPose.tflite](https://huggingface.co/qualcomm/HRNetPose/blob/main/HRNetPose.tflite) |
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+ | HRNetPose | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | QNN | 2.132 ms | 1 - 41 MB | FP16 | NPU | [HRNetPose.so](https://huggingface.co/qualcomm/HRNetPose/blob/main/HRNetPose.so) |
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+ | HRNetPose | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | ONNX | 2.196 ms | 0 - 72 MB | FP16 | NPU | [HRNetPose.onnx](https://huggingface.co/qualcomm/HRNetPose/blob/main/HRNetPose.onnx) |
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+ | HRNetPose | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | TFLITE | 1.965 ms | 0 - 38 MB | FP16 | NPU | [HRNetPose.tflite](https://huggingface.co/qualcomm/HRNetPose/blob/main/HRNetPose.tflite) |
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+ | HRNetPose | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | QNN | 2.036 ms | 1 - 36 MB | FP16 | NPU | Use Export Script |
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+ | HRNetPose | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | ONNX | 2.162 ms | 0 - 47 MB | FP16 | NPU | [HRNetPose.onnx](https://huggingface.co/qualcomm/HRNetPose/blob/main/HRNetPose.onnx) |
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+ | HRNetPose | QCS8550 (Proxy) | QCS8550 Proxy | TFLITE | 2.801 ms | 0 - 29 MB | FP16 | NPU | [HRNetPose.tflite](https://huggingface.co/qualcomm/HRNetPose/blob/main/HRNetPose.tflite) |
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+ | HRNetPose | QCS8550 (Proxy) | QCS8550 Proxy | QNN | 2.728 ms | 1 - 4 MB | FP16 | NPU | Use Export Script |
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+ | HRNetPose | SA7255P ADP | SA7255P | TFLITE | 103.083 ms | 0 - 33 MB | FP16 | NPU | [HRNetPose.tflite](https://huggingface.co/qualcomm/HRNetPose/blob/main/HRNetPose.tflite) |
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+ | HRNetPose | SA7255P ADP | SA7255P | QNN | 103.103 ms | 1 - 9 MB | FP16 | NPU | Use Export Script |
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+ | HRNetPose | SA8255 (Proxy) | SA8255P Proxy | TFLITE | 2.814 ms | 0 - 49 MB | FP16 | NPU | [HRNetPose.tflite](https://huggingface.co/qualcomm/HRNetPose/blob/main/HRNetPose.tflite) |
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+ | HRNetPose | SA8255 (Proxy) | SA8255P Proxy | QNN | 2.77 ms | 0 - 2 MB | FP16 | NPU | Use Export Script |
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+ | HRNetPose | SA8295P ADP | SA8295P | TFLITE | 4.618 ms | 0 - 31 MB | FP16 | NPU | [HRNetPose.tflite](https://huggingface.co/qualcomm/HRNetPose/blob/main/HRNetPose.tflite) |
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+ | HRNetPose | SA8295P ADP | SA8295P | QNN | 5.06 ms | 1 - 15 MB | FP16 | NPU | Use Export Script |
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+ | HRNetPose | SA8650 (Proxy) | SA8650P Proxy | TFLITE | 2.799 ms | 0 - 69 MB | FP16 | NPU | [HRNetPose.tflite](https://huggingface.co/qualcomm/HRNetPose/blob/main/HRNetPose.tflite) |
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+ | HRNetPose | SA8650 (Proxy) | SA8650P Proxy | QNN | 2.742 ms | 1 - 3 MB | FP16 | NPU | Use Export Script |
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  | HRNetPose | SA8775P ADP | SA8775P | TFLITE | 5.44 ms | 0 - 33 MB | FP16 | NPU | [HRNetPose.tflite](https://huggingface.co/qualcomm/HRNetPose/blob/main/HRNetPose.tflite) |
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+ | HRNetPose | SA8775P ADP | SA8775P | QNN | 5.447 ms | 1 - 11 MB | FP16 | NPU | Use Export Script |
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+ | HRNetPose | QCS8450 (Proxy) | QCS8450 Proxy | TFLITE | 3.71 ms | 0 - 31 MB | FP16 | NPU | [HRNetPose.tflite](https://huggingface.co/qualcomm/HRNetPose/blob/main/HRNetPose.tflite) |
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+ | HRNetPose | QCS8450 (Proxy) | QCS8450 Proxy | QNN | 3.902 ms | 1 - 32 MB | FP16 | NPU | Use Export Script |
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+ | HRNetPose | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN | 2.933 ms | 1 - 1 MB | FP16 | NPU | Use Export Script |
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+ | HRNetPose | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 2.931 ms | 56 - 56 MB | FP16 | NPU | [HRNetPose.onnx](https://huggingface.co/qualcomm/HRNetPose/blob/main/HRNetPose.onnx) |
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