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HRNetPoseQuantized

Keypoint Detection
PyTorch
TF Lite
quantized
android
Model card Files Community
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@@ -35,28 +35,28 @@ 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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- | HRNetPoseQuantized | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | TFLITE | 0.951 ms | 0 - 2 MB | INT8 | NPU | [HRNetPoseQuantized.tflite](https://huggingface.co/qualcomm/HRNetPoseQuantized/blob/main/HRNetPoseQuantized.tflite) |
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- | HRNetPoseQuantized | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | QNN | 1.24 ms | 0 - 12 MB | INT8 | NPU | [HRNetPoseQuantized.so](https://huggingface.co/qualcomm/HRNetPoseQuantized/blob/main/HRNetPoseQuantized.so) |
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- | HRNetPoseQuantized | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | TFLITE | 0.707 ms | 0 - 107 MB | INT8 | NPU | [HRNetPoseQuantized.tflite](https://huggingface.co/qualcomm/HRNetPoseQuantized/blob/main/HRNetPoseQuantized.tflite) |
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- | HRNetPoseQuantized | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | QNN | 0.925 ms | 0 - 35 MB | INT8 | NPU | [HRNetPoseQuantized.so](https://huggingface.co/qualcomm/HRNetPoseQuantized/blob/main/HRNetPoseQuantized.so) |
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- | HRNetPoseQuantized | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | TFLITE | 0.643 ms | 0 - 63 MB | INT8 | NPU | [HRNetPoseQuantized.tflite](https://huggingface.co/qualcomm/HRNetPoseQuantized/blob/main/HRNetPoseQuantized.tflite) |
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- | HRNetPoseQuantized | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | QNN | 0.746 ms | 0 - 31 MB | INT8 | NPU | Use Export Script |
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- | HRNetPoseQuantized | RB3 Gen 2 (Proxy) | QCS6490 Proxy | TFLITE | 3.687 ms | 0 - 69 MB | INT8 | NPU | [HRNetPoseQuantized.tflite](https://huggingface.co/qualcomm/HRNetPoseQuantized/blob/main/HRNetPoseQuantized.tflite) |
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- | HRNetPoseQuantized | RB3 Gen 2 (Proxy) | QCS6490 Proxy | QNN | 5.289 ms | 0 - 8 MB | INT8 | NPU | Use Export Script |
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- | HRNetPoseQuantized | RB5 (Proxy) | QCS8250 Proxy | TFLITE | 17.632 ms | 0 - 7 MB | INT8 | NPU | [HRNetPoseQuantized.tflite](https://huggingface.co/qualcomm/HRNetPoseQuantized/blob/main/HRNetPoseQuantized.tflite) |
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- | HRNetPoseQuantized | QCS8550 (Proxy) | QCS8550 Proxy | TFLITE | 0.953 ms | 0 - 212 MB | INT8 | NPU | [HRNetPoseQuantized.tflite](https://huggingface.co/qualcomm/HRNetPoseQuantized/blob/main/HRNetPoseQuantized.tflite) |
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- | HRNetPoseQuantized | QCS8550 (Proxy) | QCS8550 Proxy | QNN | 1.199 ms | 0 - 1 MB | INT8 | NPU | Use Export Script |
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- | HRNetPoseQuantized | SA8255 (Proxy) | SA8255P Proxy | TFLITE | 0.97 ms | 0 - 4 MB | INT8 | NPU | [HRNetPoseQuantized.tflite](https://huggingface.co/qualcomm/HRNetPoseQuantized/blob/main/HRNetPoseQuantized.tflite) |
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- | HRNetPoseQuantized | SA8255 (Proxy) | SA8255P Proxy | QNN | 1.226 ms | 0 - 1 MB | INT8 | NPU | Use Export Script |
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- | HRNetPoseQuantized | SA8775 (Proxy) | SA8775P Proxy | TFLITE | 0.966 ms | 0 - 2 MB | INT8 | NPU | [HRNetPoseQuantized.tflite](https://huggingface.co/qualcomm/HRNetPoseQuantized/blob/main/HRNetPoseQuantized.tflite) |
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- | HRNetPoseQuantized | SA8775 (Proxy) | SA8775P Proxy | QNN | 1.212 ms | 0 - 1 MB | INT8 | NPU | Use Export Script |
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- | HRNetPoseQuantized | SA8650 (Proxy) | SA8650P Proxy | TFLITE | 0.954 ms | 0 - 2 MB | INT8 | NPU | [HRNetPoseQuantized.tflite](https://huggingface.co/qualcomm/HRNetPoseQuantized/blob/main/HRNetPoseQuantized.tflite) |
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- | HRNetPoseQuantized | SA8650 (Proxy) | SA8650P Proxy | QNN | 1.229 ms | 0 - 2 MB | INT8 | NPU | Use Export Script |
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- | HRNetPoseQuantized | SA8295P ADP | SA8295P | TFLITE | 1.662 ms | 0 - 63 MB | INT8 | NPU | [HRNetPoseQuantized.tflite](https://huggingface.co/qualcomm/HRNetPoseQuantized/blob/main/HRNetPoseQuantized.tflite) |
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- | HRNetPoseQuantized | SA8295P ADP | SA8295P | QNN | 2.003 ms | 0 - 5 MB | INT8 | NPU | Use Export Script |
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- | HRNetPoseQuantized | QCS8450 (Proxy) | QCS8450 Proxy | TFLITE | 1.17 ms | 0 - 109 MB | INT8 | NPU | [HRNetPoseQuantized.tflite](https://huggingface.co/qualcomm/HRNetPoseQuantized/blob/main/HRNetPoseQuantized.tflite) |
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- | HRNetPoseQuantized | QCS8450 (Proxy) | QCS8450 Proxy | QNN | 1.467 ms | 0 - 34 MB | INT8 | NPU | Use Export Script |
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- | HRNetPoseQuantized | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN | 1.353 ms | 0 - 0 MB | INT8 | NPU | Use Export Script |
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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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+ | HRNetPoseQuantized | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | TFLITE | 0.963 ms | 0 - 2 MB | INT8 | NPU | [HRNetPoseQuantized.tflite](https://huggingface.co/qualcomm/HRNetPoseQuantized/blob/main/HRNetPoseQuantized.tflite) |
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+ | HRNetPoseQuantized | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | QNN | 1.241 ms | 0 - 15 MB | INT8 | NPU | [HRNetPoseQuantized.so](https://huggingface.co/qualcomm/HRNetPoseQuantized/blob/main/HRNetPoseQuantized.so) |
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+ | HRNetPoseQuantized | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | TFLITE | 0.708 ms | 0 - 106 MB | INT8 | NPU | [HRNetPoseQuantized.tflite](https://huggingface.co/qualcomm/HRNetPoseQuantized/blob/main/HRNetPoseQuantized.tflite) |
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+ | HRNetPoseQuantized | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | QNN | 0.895 ms | 0 - 34 MB | INT8 | NPU | [HRNetPoseQuantized.so](https://huggingface.co/qualcomm/HRNetPoseQuantized/blob/main/HRNetPoseQuantized.so) |
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+ | HRNetPoseQuantized | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | TFLITE | 0.574 ms | 0 - 64 MB | INT8 | NPU | [HRNetPoseQuantized.tflite](https://huggingface.co/qualcomm/HRNetPoseQuantized/blob/main/HRNetPoseQuantized.tflite) |
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+ | HRNetPoseQuantized | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | QNN | 0.749 ms | 0 - 33 MB | INT8 | NPU | Use Export Script |
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+ | HRNetPoseQuantized | RB3 Gen 2 (Proxy) | QCS6490 Proxy | TFLITE | 3.983 ms | 0 - 68 MB | INT8 | NPU | [HRNetPoseQuantized.tflite](https://huggingface.co/qualcomm/HRNetPoseQuantized/blob/main/HRNetPoseQuantized.tflite) |
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+ | HRNetPoseQuantized | RB3 Gen 2 (Proxy) | QCS6490 Proxy | QNN | 5.337 ms | 0 - 8 MB | INT8 | NPU | Use Export Script |
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+ | HRNetPoseQuantized | RB5 (Proxy) | QCS8250 Proxy | TFLITE | 17.077 ms | 0 - 4 MB | INT8 | NPU | [HRNetPoseQuantized.tflite](https://huggingface.co/qualcomm/HRNetPoseQuantized/blob/main/HRNetPoseQuantized.tflite) |
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+ | HRNetPoseQuantized | QCS8550 (Proxy) | QCS8550 Proxy | TFLITE | 0.948 ms | 0 - 3 MB | INT8 | NPU | [HRNetPoseQuantized.tflite](https://huggingface.co/qualcomm/HRNetPoseQuantized/blob/main/HRNetPoseQuantized.tflite) |
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+ | HRNetPoseQuantized | QCS8550 (Proxy) | QCS8550 Proxy | QNN | 1.201 ms | 0 - 1 MB | INT8 | NPU | Use Export Script |
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+ | HRNetPoseQuantized | SA8255 (Proxy) | SA8255P Proxy | TFLITE | 0.97 ms | 0 - 2 MB | INT8 | NPU | [HRNetPoseQuantized.tflite](https://huggingface.co/qualcomm/HRNetPoseQuantized/blob/main/HRNetPoseQuantized.tflite) |
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+ | HRNetPoseQuantized | SA8255 (Proxy) | SA8255P Proxy | QNN | 1.217 ms | 0 - 2 MB | INT8 | NPU | Use Export Script |
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+ | HRNetPoseQuantized | SA8775 (Proxy) | SA8775P Proxy | TFLITE | 0.96 ms | 0 - 2 MB | INT8 | NPU | [HRNetPoseQuantized.tflite](https://huggingface.co/qualcomm/HRNetPoseQuantized/blob/main/HRNetPoseQuantized.tflite) |
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+ | HRNetPoseQuantized | SA8775 (Proxy) | SA8775P Proxy | QNN | 1.209 ms | 0 - 2 MB | INT8 | NPU | Use Export Script |
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+ | HRNetPoseQuantized | SA8650 (Proxy) | SA8650P Proxy | TFLITE | 0.962 ms | 0 - 4 MB | INT8 | NPU | [HRNetPoseQuantized.tflite](https://huggingface.co/qualcomm/HRNetPoseQuantized/blob/main/HRNetPoseQuantized.tflite) |
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+ | HRNetPoseQuantized | SA8650 (Proxy) | SA8650P Proxy | QNN | 1.217 ms | 0 - 1 MB | INT8 | NPU | Use Export Script |
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+ | HRNetPoseQuantized | SA8295P ADP | SA8295P | TFLITE | 1.656 ms | 0 - 63 MB | INT8 | NPU | [HRNetPoseQuantized.tflite](https://huggingface.co/qualcomm/HRNetPoseQuantized/blob/main/HRNetPoseQuantized.tflite) |
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+ | HRNetPoseQuantized | SA8295P ADP | SA8295P | QNN | 2.029 ms | 0 - 5 MB | INT8 | NPU | Use Export Script |
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+ | HRNetPoseQuantized | QCS8450 (Proxy) | QCS8450 Proxy | TFLITE | 1.174 ms | 0 - 109 MB | INT8 | NPU | [HRNetPoseQuantized.tflite](https://huggingface.co/qualcomm/HRNetPoseQuantized/blob/main/HRNetPoseQuantized.tflite) |
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+ | HRNetPoseQuantized | QCS8450 (Proxy) | QCS8450 Proxy | QNN | 1.459 ms | 0 - 36 MB | INT8 | NPU | Use Export Script |
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+ | HRNetPoseQuantized | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN | 1.414 ms | 0 - 0 MB | INT8 | NPU | Use Export Script |
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