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HRNetPose

Keypoint Detection
PyTorch
LiteRT
android
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v0.34.0

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See https://github.com/quic/ai-hub-models/releases/v0.34.0 for changelog.

Files changed (6) hide show
  1. HRNetPose_w8a8.dlc +1 -1
  2. README.md +42 -51
  3. precompiled/qualcomm-qcs6490-proxy/sdk_versions.yml +3 -0
  4. precompiled/qualcomm-snapdragon-x-elite/HRNetPose.onnx.zip +2 -2
  5. precompiled/qualcomm-snapdragon-x-elite/HRNetPose_w8a8.onnx.zip +2 -2
  6. precompiled/qualcomm-snapdragon-x-elite/sdk_versions.yml +5 -0
HRNetPose_w8a8.dlc CHANGED
@@ -1,3 +1,3 @@
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  size 30755814
 
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  version https://git-lfs.github.com/spec/v1
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  size 30755814
README.md CHANGED
@@ -23,6 +23,7 @@ More details on model performance across various devices, can be found
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  [here](https://aihub.qualcomm.com/models/hrnet_pose).
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  ### Model Details
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  - **Model Type:** Model_use_case.pose_estimation
@@ -35,66 +36,66 @@ 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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- | HRNetPose | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | TFLITE | 14.327 ms | 0 - 84 MB | NPU | [HRNetPose.tflite](https://huggingface.co/qualcomm/HRNetPose/blob/main/HRNetPose.tflite) |
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  | HRNetPose | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | QNN_DLC | 14.21 ms | 1 - 39 MB | NPU | [HRNetPose.dlc](https://huggingface.co/qualcomm/HRNetPose/blob/main/HRNetPose.dlc) |
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- | HRNetPose | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | TFLITE | 3.641 ms | 0 - 120 MB | NPU | [HRNetPose.tflite](https://huggingface.co/qualcomm/HRNetPose/blob/main/HRNetPose.tflite) |
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  | HRNetPose | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | QNN_DLC | 4.823 ms | 0 - 58 MB | NPU | [HRNetPose.dlc](https://huggingface.co/qualcomm/HRNetPose/blob/main/HRNetPose.dlc) |
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- | HRNetPose | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | TFLITE | 2.608 ms | 0 - 18 MB | NPU | [HRNetPose.tflite](https://huggingface.co/qualcomm/HRNetPose/blob/main/HRNetPose.tflite) |
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  | HRNetPose | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN_DLC | 2.61 ms | 1 - 14 MB | NPU | [HRNetPose.dlc](https://huggingface.co/qualcomm/HRNetPose/blob/main/HRNetPose.dlc) |
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- | HRNetPose | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | TFLITE | 4.347 ms | 0 - 85 MB | NPU | [HRNetPose.tflite](https://huggingface.co/qualcomm/HRNetPose/blob/main/HRNetPose.tflite) |
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  | HRNetPose | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN_DLC | 4.298 ms | 1 - 40 MB | NPU | [HRNetPose.dlc](https://huggingface.co/qualcomm/HRNetPose/blob/main/HRNetPose.dlc) |
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- | HRNetPose | float | SA7255P ADP | Qualcomm® SA7255P | TFLITE | 14.327 ms | 0 - 84 MB | NPU | [HRNetPose.tflite](https://huggingface.co/qualcomm/HRNetPose/blob/main/HRNetPose.tflite) |
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  | HRNetPose | float | SA7255P ADP | Qualcomm® SA7255P | QNN_DLC | 14.21 ms | 1 - 39 MB | NPU | [HRNetPose.dlc](https://huggingface.co/qualcomm/HRNetPose/blob/main/HRNetPose.dlc) |
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- | HRNetPose | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | TFLITE | 2.61 ms | 0 - 245 MB | NPU | [HRNetPose.tflite](https://huggingface.co/qualcomm/HRNetPose/blob/main/HRNetPose.tflite) |
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  | HRNetPose | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | QNN_DLC | 2.615 ms | 1 - 12 MB | NPU | [HRNetPose.dlc](https://huggingface.co/qualcomm/HRNetPose/blob/main/HRNetPose.dlc) |
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- | HRNetPose | float | SA8295P ADP | Qualcomm® SA8295P | TFLITE | 4.547 ms | 0 - 72 MB | NPU | [HRNetPose.tflite](https://huggingface.co/qualcomm/HRNetPose/blob/main/HRNetPose.tflite) |
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  | HRNetPose | float | SA8295P ADP | Qualcomm® SA8295P | QNN_DLC | 4.477 ms | 1 - 37 MB | NPU | [HRNetPose.dlc](https://huggingface.co/qualcomm/HRNetPose/blob/main/HRNetPose.dlc) |
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- | HRNetPose | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | TFLITE | 2.603 ms | 0 - 129 MB | NPU | [HRNetPose.tflite](https://huggingface.co/qualcomm/HRNetPose/blob/main/HRNetPose.tflite) |
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  | HRNetPose | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | QNN_DLC | 2.625 ms | 1 - 13 MB | NPU | [HRNetPose.dlc](https://huggingface.co/qualcomm/HRNetPose/blob/main/HRNetPose.dlc) |
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- | HRNetPose | float | SA8775P ADP | Qualcomm® SA8775P | TFLITE | 4.347 ms | 0 - 85 MB | NPU | [HRNetPose.tflite](https://huggingface.co/qualcomm/HRNetPose/blob/main/HRNetPose.tflite) |
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  | HRNetPose | float | SA8775P ADP | Qualcomm® SA8775P | QNN_DLC | 4.298 ms | 1 - 40 MB | NPU | [HRNetPose.dlc](https://huggingface.co/qualcomm/HRNetPose/blob/main/HRNetPose.dlc) |
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- | HRNetPose | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | TFLITE | 2.605 ms | 0 - 241 MB | NPU | [HRNetPose.tflite](https://huggingface.co/qualcomm/HRNetPose/blob/main/HRNetPose.tflite) |
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  | HRNetPose | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | QNN_DLC | 2.619 ms | 1 - 14 MB | NPU | [HRNetPose.dlc](https://huggingface.co/qualcomm/HRNetPose/blob/main/HRNetPose.dlc) |
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  | HRNetPose | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | ONNX | 2.698 ms | 0 - 126 MB | NPU | [HRNetPose.onnx](https://huggingface.co/qualcomm/HRNetPose/blob/main/HRNetPose.onnx) |
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- | HRNetPose | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | TFLITE | 1.878 ms | 0 - 128 MB | NPU | [HRNetPose.tflite](https://huggingface.co/qualcomm/HRNetPose/blob/main/HRNetPose.tflite) |
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  | HRNetPose | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN_DLC | 2.051 ms | 0 - 59 MB | NPU | [HRNetPose.dlc](https://huggingface.co/qualcomm/HRNetPose/blob/main/HRNetPose.dlc) |
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  | HRNetPose | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 2.137 ms | 0 - 76 MB | NPU | [HRNetPose.onnx](https://huggingface.co/qualcomm/HRNetPose/blob/main/HRNetPose.onnx) |
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- | HRNetPose | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | TFLITE | 1.825 ms | 0 - 87 MB | NPU | [HRNetPose.tflite](https://huggingface.co/qualcomm/HRNetPose/blob/main/HRNetPose.tflite) |
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  | HRNetPose | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | QNN_DLC | 1.86 ms | 1 - 45 MB | NPU | [HRNetPose.dlc](https://huggingface.co/qualcomm/HRNetPose/blob/main/HRNetPose.dlc) |
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  | HRNetPose | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | ONNX | 1.94 ms | 0 - 50 MB | NPU | [HRNetPose.onnx](https://huggingface.co/qualcomm/HRNetPose/blob/main/HRNetPose.onnx) |
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  | HRNetPose | float | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN_DLC | 3.173 ms | 104 - 104 MB | NPU | [HRNetPose.dlc](https://huggingface.co/qualcomm/HRNetPose/blob/main/HRNetPose.dlc) |
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  | HRNetPose | float | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 2.656 ms | 56 - 56 MB | NPU | [HRNetPose.onnx](https://huggingface.co/qualcomm/HRNetPose/blob/main/HRNetPose.onnx) |
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- | HRNetPose | w8a8 | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | TFLITE | 2.605 ms | 0 - 51 MB | NPU | [HRNetPose.tflite](https://huggingface.co/qualcomm/HRNetPose/blob/main/HRNetPose_w8a8.tflite) |
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- | HRNetPose | w8a8 | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | QNN_DLC | 2.851 ms | 0 - 49 MB | NPU | [HRNetPose.dlc](https://huggingface.co/qualcomm/HRNetPose/blob/main/HRNetPose_w8a8.dlc) |
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- | HRNetPose | w8a8 | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | TFLITE | 1.235 ms | 0 - 93 MB | NPU | [HRNetPose.tflite](https://huggingface.co/qualcomm/HRNetPose/blob/main/HRNetPose_w8a8.tflite) |
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- | HRNetPose | w8a8 | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | QNN_DLC | 1.73 ms | 0 - 85 MB | NPU | [HRNetPose.dlc](https://huggingface.co/qualcomm/HRNetPose/blob/main/HRNetPose_w8a8.dlc) |
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- | HRNetPose | w8a8 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | TFLITE | 0.973 ms | 0 - 161 MB | NPU | [HRNetPose.tflite](https://huggingface.co/qualcomm/HRNetPose/blob/main/HRNetPose_w8a8.tflite) |
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- | HRNetPose | w8a8 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN_DLC | 1.171 ms | 0 - 65 MB | NPU | [HRNetPose.dlc](https://huggingface.co/qualcomm/HRNetPose/blob/main/HRNetPose_w8a8.dlc) |
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- | HRNetPose | w8a8 | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | TFLITE | 1.319 ms | 0 - 52 MB | NPU | [HRNetPose.tflite](https://huggingface.co/qualcomm/HRNetPose/blob/main/HRNetPose_w8a8.tflite) |
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- | HRNetPose | w8a8 | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN_DLC | 1.436 ms | 0 - 49 MB | NPU | [HRNetPose.dlc](https://huggingface.co/qualcomm/HRNetPose/blob/main/HRNetPose_w8a8.dlc) |
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- | HRNetPose | w8a8 | RB3 Gen 2 (Proxy) | Qualcomm® QCS6490 (Proxy) | TFLITE | 3.873 ms | 0 - 77 MB | NPU | [HRNetPose.tflite](https://huggingface.co/qualcomm/HRNetPose/blob/main/HRNetPose_w8a8.tflite) |
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- | HRNetPose | w8a8 | RB3 Gen 2 (Proxy) | Qualcomm® QCS6490 (Proxy) | QNN_DLC | 5.294 ms | 0 - 73 MB | NPU | [HRNetPose.dlc](https://huggingface.co/qualcomm/HRNetPose/blob/main/HRNetPose_w8a8.dlc) |
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- | HRNetPose | w8a8 | RB5 (Proxy) | Qualcomm® QCS8250 (Proxy) | TFLITE | 17.426 ms | 0 - 3 MB | NPU | [HRNetPose.tflite](https://huggingface.co/qualcomm/HRNetPose/blob/main/HRNetPose_w8a8.tflite) |
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- | HRNetPose | w8a8 | SA7255P ADP | Qualcomm® SA7255P | TFLITE | 2.605 ms | 0 - 51 MB | NPU | [HRNetPose.tflite](https://huggingface.co/qualcomm/HRNetPose/blob/main/HRNetPose_w8a8.tflite) |
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- | HRNetPose | w8a8 | SA7255P ADP | Qualcomm® SA7255P | QNN_DLC | 2.851 ms | 0 - 49 MB | NPU | [HRNetPose.dlc](https://huggingface.co/qualcomm/HRNetPose/blob/main/HRNetPose_w8a8.dlc) |
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- | HRNetPose | w8a8 | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | TFLITE | 0.961 ms | 0 - 159 MB | NPU | [HRNetPose.tflite](https://huggingface.co/qualcomm/HRNetPose/blob/main/HRNetPose_w8a8.tflite) |
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- | HRNetPose | w8a8 | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | QNN_DLC | 1.172 ms | 0 - 56 MB | NPU | [HRNetPose.dlc](https://huggingface.co/qualcomm/HRNetPose/blob/main/HRNetPose_w8a8.dlc) |
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- | HRNetPose | w8a8 | SA8295P ADP | Qualcomm® SA8295P | TFLITE | 1.684 ms | 0 - 52 MB | NPU | [HRNetPose.tflite](https://huggingface.co/qualcomm/HRNetPose/blob/main/HRNetPose_w8a8.tflite) |
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- | HRNetPose | w8a8 | SA8295P ADP | Qualcomm® SA8295P | QNN_DLC | 1.858 ms | 0 - 53 MB | NPU | [HRNetPose.dlc](https://huggingface.co/qualcomm/HRNetPose/blob/main/HRNetPose_w8a8.dlc) |
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- | HRNetPose | w8a8 | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | TFLITE | 0.977 ms | 0 - 160 MB | NPU | [HRNetPose.tflite](https://huggingface.co/qualcomm/HRNetPose/blob/main/HRNetPose_w8a8.tflite) |
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- | HRNetPose | w8a8 | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | QNN_DLC | 1.172 ms | 0 - 37 MB | NPU | [HRNetPose.dlc](https://huggingface.co/qualcomm/HRNetPose/blob/main/HRNetPose_w8a8.dlc) |
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- | HRNetPose | w8a8 | SA8775P ADP | Qualcomm® SA8775P | TFLITE | 1.319 ms | 0 - 52 MB | NPU | [HRNetPose.tflite](https://huggingface.co/qualcomm/HRNetPose/blob/main/HRNetPose_w8a8.tflite) |
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- | HRNetPose | w8a8 | SA8775P ADP | Qualcomm® SA8775P | QNN_DLC | 1.436 ms | 0 - 49 MB | NPU | [HRNetPose.dlc](https://huggingface.co/qualcomm/HRNetPose/blob/main/HRNetPose_w8a8.dlc) |
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- | HRNetPose | w8a8 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | TFLITE | 0.962 ms | 0 - 161 MB | NPU | [HRNetPose.tflite](https://huggingface.co/qualcomm/HRNetPose/blob/main/HRNetPose_w8a8.tflite) |
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- | HRNetPose | w8a8 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | QNN_DLC | 1.143 ms | 0 - 46 MB | NPU | [HRNetPose.dlc](https://huggingface.co/qualcomm/HRNetPose/blob/main/HRNetPose_w8a8.dlc) |
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  | HRNetPose | w8a8 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | ONNX | 4.841 ms | 0 - 107 MB | NPU | [HRNetPose.onnx](https://huggingface.co/qualcomm/HRNetPose/blob/main/HRNetPose_w8a8.onnx) |
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- | HRNetPose | w8a8 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | TFLITE | 0.725 ms | 0 - 92 MB | NPU | [HRNetPose.tflite](https://huggingface.co/qualcomm/HRNetPose/blob/main/HRNetPose_w8a8.tflite) |
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- | HRNetPose | w8a8 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN_DLC | 0.829 ms | 0 - 80 MB | NPU | [HRNetPose.dlc](https://huggingface.co/qualcomm/HRNetPose/blob/main/HRNetPose_w8a8.dlc) |
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  | HRNetPose | w8a8 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 3.503 ms | 48 - 229 MB | NPU | [HRNetPose.onnx](https://huggingface.co/qualcomm/HRNetPose/blob/main/HRNetPose_w8a8.onnx) |
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- | HRNetPose | w8a8 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | TFLITE | 0.645 ms | 0 - 52 MB | NPU | [HRNetPose.tflite](https://huggingface.co/qualcomm/HRNetPose/blob/main/HRNetPose_w8a8.tflite) |
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- | HRNetPose | w8a8 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | QNN_DLC | 0.741 ms | 0 - 55 MB | NPU | [HRNetPose.dlc](https://huggingface.co/qualcomm/HRNetPose/blob/main/HRNetPose_w8a8.dlc) |
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  | HRNetPose | w8a8 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | ONNX | 3.888 ms | 1 - 187 MB | NPU | [HRNetPose.onnx](https://huggingface.co/qualcomm/HRNetPose/blob/main/HRNetPose_w8a8.onnx) |
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- | HRNetPose | w8a8 | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN_DLC | 1.269 ms | 130 - 130 MB | NPU | [HRNetPose.dlc](https://huggingface.co/qualcomm/HRNetPose/blob/main/HRNetPose_w8a8.dlc) |
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  | HRNetPose | w8a8 | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 5.672 ms | 27 - 27 MB | NPU | [HRNetPose.onnx](https://huggingface.co/qualcomm/HRNetPose/blob/main/HRNetPose_w8a8.onnx) |
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@@ -153,17 +154,7 @@ device. This script does the following:
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  ```bash
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  python -m qai_hub_models.models.hrnet_pose.export
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  ```
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- ```
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- Profiling Results
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- ------------------------------------------------------------
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- HRNetPose
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- Device : cs_8275 (ANDROID 14)
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- Runtime : TFLITE
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- Estimated inference time (ms) : 14.3
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- Estimated peak memory usage (MB): [0, 84]
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- Total # Ops : 516
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- Compute Unit(s) : npu (516 ops) gpu (0 ops) cpu (0 ops)
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- ```
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  ## How does this work?
 
23
  [here](https://aihub.qualcomm.com/models/hrnet_pose).
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25
 
26
+
27
  ### Model Details
28
 
29
  - **Model Type:** Model_use_case.pose_estimation
 
36
 
37
  | Model | Precision | Device | Chipset | Target Runtime | Inference Time (ms) | Peak Memory Range (MB) | Primary Compute Unit | Target Model
38
  |---|---|---|---|---|---|---|---|---|
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+ | HRNetPose | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | TFLITE | 14.287 ms | 0 - 75 MB | NPU | [HRNetPose.tflite](https://huggingface.co/qualcomm/HRNetPose/blob/main/HRNetPose.tflite) |
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  | HRNetPose | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | QNN_DLC | 14.21 ms | 1 - 39 MB | NPU | [HRNetPose.dlc](https://huggingface.co/qualcomm/HRNetPose/blob/main/HRNetPose.dlc) |
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+ | HRNetPose | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | TFLITE | 3.737 ms | 0 - 125 MB | NPU | [HRNetPose.tflite](https://huggingface.co/qualcomm/HRNetPose/blob/main/HRNetPose.tflite) |
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  | HRNetPose | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | QNN_DLC | 4.823 ms | 0 - 58 MB | NPU | [HRNetPose.dlc](https://huggingface.co/qualcomm/HRNetPose/blob/main/HRNetPose.dlc) |
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+ | HRNetPose | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | TFLITE | 2.602 ms | 0 - 282 MB | NPU | [HRNetPose.tflite](https://huggingface.co/qualcomm/HRNetPose/blob/main/HRNetPose.tflite) |
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  | HRNetPose | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN_DLC | 2.61 ms | 1 - 14 MB | NPU | [HRNetPose.dlc](https://huggingface.co/qualcomm/HRNetPose/blob/main/HRNetPose.dlc) |
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+ | HRNetPose | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | TFLITE | 4.373 ms | 0 - 84 MB | NPU | [HRNetPose.tflite](https://huggingface.co/qualcomm/HRNetPose/blob/main/HRNetPose.tflite) |
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  | HRNetPose | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN_DLC | 4.298 ms | 1 - 40 MB | NPU | [HRNetPose.dlc](https://huggingface.co/qualcomm/HRNetPose/blob/main/HRNetPose.dlc) |
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+ | HRNetPose | float | SA7255P ADP | Qualcomm® SA7255P | TFLITE | 14.287 ms | 0 - 75 MB | NPU | [HRNetPose.tflite](https://huggingface.co/qualcomm/HRNetPose/blob/main/HRNetPose.tflite) |
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  | HRNetPose | float | SA7255P ADP | Qualcomm® SA7255P | QNN_DLC | 14.21 ms | 1 - 39 MB | NPU | [HRNetPose.dlc](https://huggingface.co/qualcomm/HRNetPose/blob/main/HRNetPose.dlc) |
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+ | HRNetPose | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | TFLITE | 2.614 ms | 0 - 122 MB | NPU | [HRNetPose.tflite](https://huggingface.co/qualcomm/HRNetPose/blob/main/HRNetPose.tflite) |
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  | HRNetPose | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | QNN_DLC | 2.615 ms | 1 - 12 MB | NPU | [HRNetPose.dlc](https://huggingface.co/qualcomm/HRNetPose/blob/main/HRNetPose.dlc) |
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+ | HRNetPose | float | SA8295P ADP | Qualcomm® SA8295P | TFLITE | 4.559 ms | 0 - 72 MB | NPU | [HRNetPose.tflite](https://huggingface.co/qualcomm/HRNetPose/blob/main/HRNetPose.tflite) |
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  | HRNetPose | float | SA8295P ADP | Qualcomm® SA8295P | QNN_DLC | 4.477 ms | 1 - 37 MB | NPU | [HRNetPose.dlc](https://huggingface.co/qualcomm/HRNetPose/blob/main/HRNetPose.dlc) |
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+ | HRNetPose | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | TFLITE | 2.609 ms | 0 - 248 MB | NPU | [HRNetPose.tflite](https://huggingface.co/qualcomm/HRNetPose/blob/main/HRNetPose.tflite) |
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  | HRNetPose | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | QNN_DLC | 2.625 ms | 1 - 13 MB | NPU | [HRNetPose.dlc](https://huggingface.co/qualcomm/HRNetPose/blob/main/HRNetPose.dlc) |
55
+ | HRNetPose | float | SA8775P ADP | Qualcomm® SA8775P | TFLITE | 4.373 ms | 0 - 84 MB | NPU | [HRNetPose.tflite](https://huggingface.co/qualcomm/HRNetPose/blob/main/HRNetPose.tflite) |
56
  | HRNetPose | float | SA8775P ADP | Qualcomm® SA8775P | QNN_DLC | 4.298 ms | 1 - 40 MB | NPU | [HRNetPose.dlc](https://huggingface.co/qualcomm/HRNetPose/blob/main/HRNetPose.dlc) |
57
+ | HRNetPose | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | TFLITE | 2.602 ms | 0 - 120 MB | NPU | [HRNetPose.tflite](https://huggingface.co/qualcomm/HRNetPose/blob/main/HRNetPose.tflite) |
58
  | HRNetPose | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | QNN_DLC | 2.619 ms | 1 - 14 MB | NPU | [HRNetPose.dlc](https://huggingface.co/qualcomm/HRNetPose/blob/main/HRNetPose.dlc) |
59
  | HRNetPose | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | ONNX | 2.698 ms | 0 - 126 MB | NPU | [HRNetPose.onnx](https://huggingface.co/qualcomm/HRNetPose/blob/main/HRNetPose.onnx) |
60
+ | HRNetPose | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | TFLITE | 1.9 ms | 0 - 130 MB | NPU | [HRNetPose.tflite](https://huggingface.co/qualcomm/HRNetPose/blob/main/HRNetPose.tflite) |
61
  | HRNetPose | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN_DLC | 2.051 ms | 0 - 59 MB | NPU | [HRNetPose.dlc](https://huggingface.co/qualcomm/HRNetPose/blob/main/HRNetPose.dlc) |
62
  | HRNetPose | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 2.137 ms | 0 - 76 MB | NPU | [HRNetPose.onnx](https://huggingface.co/qualcomm/HRNetPose/blob/main/HRNetPose.onnx) |
63
+ | HRNetPose | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | TFLITE | 1.84 ms | 0 - 80 MB | NPU | [HRNetPose.tflite](https://huggingface.co/qualcomm/HRNetPose/blob/main/HRNetPose.tflite) |
64
  | HRNetPose | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | QNN_DLC | 1.86 ms | 1 - 45 MB | NPU | [HRNetPose.dlc](https://huggingface.co/qualcomm/HRNetPose/blob/main/HRNetPose.dlc) |
65
  | HRNetPose | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | ONNX | 1.94 ms | 0 - 50 MB | NPU | [HRNetPose.onnx](https://huggingface.co/qualcomm/HRNetPose/blob/main/HRNetPose.onnx) |
66
  | HRNetPose | float | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN_DLC | 3.173 ms | 104 - 104 MB | NPU | [HRNetPose.dlc](https://huggingface.co/qualcomm/HRNetPose/blob/main/HRNetPose.dlc) |
67
  | HRNetPose | float | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 2.656 ms | 56 - 56 MB | NPU | [HRNetPose.onnx](https://huggingface.co/qualcomm/HRNetPose/blob/main/HRNetPose.onnx) |
68
+ | HRNetPose | w8a8 | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | TFLITE | 13.873 ms | 0 - 50 MB | NPU | [HRNetPose.tflite](https://huggingface.co/qualcomm/HRNetPose/blob/main/HRNetPose_w8a8.tflite) |
69
+ | HRNetPose | w8a8 | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | QNN_DLC | 14.102 ms | 0 - 49 MB | NPU | [HRNetPose.dlc](https://huggingface.co/qualcomm/HRNetPose/blob/main/HRNetPose_w8a8.dlc) |
70
+ | HRNetPose | w8a8 | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | TFLITE | 1.201 ms | 0 - 95 MB | NPU | [HRNetPose.tflite](https://huggingface.co/qualcomm/HRNetPose/blob/main/HRNetPose_w8a8.tflite) |
71
+ | HRNetPose | w8a8 | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | QNN_DLC | 1.791 ms | 0 - 85 MB | NPU | [HRNetPose.dlc](https://huggingface.co/qualcomm/HRNetPose/blob/main/HRNetPose_w8a8.dlc) |
72
+ | HRNetPose | w8a8 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | TFLITE | 0.955 ms | 0 - 162 MB | NPU | [HRNetPose.tflite](https://huggingface.co/qualcomm/HRNetPose/blob/main/HRNetPose_w8a8.tflite) |
73
+ | HRNetPose | w8a8 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN_DLC | 1.171 ms | 0 - 47 MB | NPU | [HRNetPose.dlc](https://huggingface.co/qualcomm/HRNetPose/blob/main/HRNetPose_w8a8.dlc) |
74
+ | HRNetPose | w8a8 | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | TFLITE | 1.312 ms | 0 - 51 MB | NPU | [HRNetPose.tflite](https://huggingface.co/qualcomm/HRNetPose/blob/main/HRNetPose_w8a8.tflite) |
75
+ | HRNetPose | w8a8 | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN_DLC | 1.43 ms | 0 - 51 MB | NPU | [HRNetPose.dlc](https://huggingface.co/qualcomm/HRNetPose/blob/main/HRNetPose_w8a8.dlc) |
76
+ | HRNetPose | w8a8 | RB3 Gen 2 (Proxy) | Qualcomm® QCS6490 (Proxy) | TFLITE | 3.825 ms | 0 - 78 MB | NPU | [HRNetPose.tflite](https://huggingface.co/qualcomm/HRNetPose/blob/main/HRNetPose_w8a8.tflite) |
77
+ | HRNetPose | w8a8 | RB3 Gen 2 (Proxy) | Qualcomm® QCS6490 (Proxy) | QNN_DLC | 5.411 ms | 0 - 72 MB | NPU | [HRNetPose.dlc](https://huggingface.co/qualcomm/HRNetPose/blob/main/HRNetPose_w8a8.dlc) |
78
+ | HRNetPose | w8a8 | RB5 (Proxy) | Qualcomm® QCS8250 (Proxy) | TFLITE | 17.142 ms | 0 - 3 MB | NPU | [HRNetPose.tflite](https://huggingface.co/qualcomm/HRNetPose/blob/main/HRNetPose_w8a8.tflite) |
79
+ | HRNetPose | w8a8 | SA7255P ADP | Qualcomm® SA7255P | TFLITE | 13.873 ms | 0 - 50 MB | NPU | [HRNetPose.tflite](https://huggingface.co/qualcomm/HRNetPose/blob/main/HRNetPose_w8a8.tflite) |
80
+ | HRNetPose | w8a8 | SA7255P ADP | Qualcomm® SA7255P | QNN_DLC | 14.102 ms | 0 - 49 MB | NPU | [HRNetPose.dlc](https://huggingface.co/qualcomm/HRNetPose/blob/main/HRNetPose_w8a8.dlc) |
81
+ | HRNetPose | w8a8 | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | TFLITE | 0.974 ms | 0 - 162 MB | NPU | [HRNetPose.tflite](https://huggingface.co/qualcomm/HRNetPose/blob/main/HRNetPose_w8a8.tflite) |
82
+ | HRNetPose | w8a8 | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | QNN_DLC | 1.17 ms | 0 - 77 MB | NPU | [HRNetPose.dlc](https://huggingface.co/qualcomm/HRNetPose/blob/main/HRNetPose_w8a8.dlc) |
83
+ | HRNetPose | w8a8 | SA8295P ADP | Qualcomm® SA8295P | TFLITE | 1.675 ms | 0 - 53 MB | NPU | [HRNetPose.tflite](https://huggingface.co/qualcomm/HRNetPose/blob/main/HRNetPose_w8a8.tflite) |
84
+ | HRNetPose | w8a8 | SA8295P ADP | Qualcomm® SA8295P | QNN_DLC | 1.864 ms | 0 - 52 MB | NPU | [HRNetPose.dlc](https://huggingface.co/qualcomm/HRNetPose/blob/main/HRNetPose_w8a8.dlc) |
85
+ | HRNetPose | w8a8 | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | TFLITE | 0.973 ms | 0 - 158 MB | NPU | [HRNetPose.tflite](https://huggingface.co/qualcomm/HRNetPose/blob/main/HRNetPose_w8a8.tflite) |
86
+ | HRNetPose | w8a8 | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | QNN_DLC | 1.173 ms | 0 - 24 MB | NPU | [HRNetPose.dlc](https://huggingface.co/qualcomm/HRNetPose/blob/main/HRNetPose_w8a8.dlc) |
87
+ | HRNetPose | w8a8 | SA8775P ADP | Qualcomm® SA8775P | TFLITE | 1.312 ms | 0 - 51 MB | NPU | [HRNetPose.tflite](https://huggingface.co/qualcomm/HRNetPose/blob/main/HRNetPose_w8a8.tflite) |
88
+ | HRNetPose | w8a8 | SA8775P ADP | Qualcomm® SA8775P | QNN_DLC | 1.43 ms | 0 - 51 MB | NPU | [HRNetPose.dlc](https://huggingface.co/qualcomm/HRNetPose/blob/main/HRNetPose_w8a8.dlc) |
89
+ | HRNetPose | w8a8 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | TFLITE | 0.96 ms | 0 - 157 MB | NPU | [HRNetPose.tflite](https://huggingface.co/qualcomm/HRNetPose/blob/main/HRNetPose_w8a8.tflite) |
90
+ | HRNetPose | w8a8 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | QNN_DLC | 1.16 ms | 0 - 87 MB | NPU | [HRNetPose.dlc](https://huggingface.co/qualcomm/HRNetPose/blob/main/HRNetPose_w8a8.dlc) |
91
  | HRNetPose | w8a8 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | ONNX | 4.841 ms | 0 - 107 MB | NPU | [HRNetPose.onnx](https://huggingface.co/qualcomm/HRNetPose/blob/main/HRNetPose_w8a8.onnx) |
92
+ | HRNetPose | w8a8 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | TFLITE | 0.721 ms | 0 - 91 MB | NPU | [HRNetPose.tflite](https://huggingface.co/qualcomm/HRNetPose/blob/main/HRNetPose_w8a8.tflite) |
93
+ | HRNetPose | w8a8 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN_DLC | 0.828 ms | 0 - 85 MB | NPU | [HRNetPose.dlc](https://huggingface.co/qualcomm/HRNetPose/blob/main/HRNetPose_w8a8.dlc) |
94
  | HRNetPose | w8a8 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 3.503 ms | 48 - 229 MB | NPU | [HRNetPose.onnx](https://huggingface.co/qualcomm/HRNetPose/blob/main/HRNetPose_w8a8.onnx) |
95
+ | HRNetPose | w8a8 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | TFLITE | 0.627 ms | 0 - 53 MB | NPU | [HRNetPose.tflite](https://huggingface.co/qualcomm/HRNetPose/blob/main/HRNetPose_w8a8.tflite) |
96
+ | HRNetPose | w8a8 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | QNN_DLC | 0.662 ms | 0 - 55 MB | NPU | [HRNetPose.dlc](https://huggingface.co/qualcomm/HRNetPose/blob/main/HRNetPose_w8a8.dlc) |
97
  | HRNetPose | w8a8 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | ONNX | 3.888 ms | 1 - 187 MB | NPU | [HRNetPose.onnx](https://huggingface.co/qualcomm/HRNetPose/blob/main/HRNetPose_w8a8.onnx) |
98
+ | HRNetPose | w8a8 | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN_DLC | 1.263 ms | 130 - 130 MB | NPU | [HRNetPose.dlc](https://huggingface.co/qualcomm/HRNetPose/blob/main/HRNetPose_w8a8.dlc) |
99
  | HRNetPose | w8a8 | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 5.672 ms | 27 - 27 MB | NPU | [HRNetPose.onnx](https://huggingface.co/qualcomm/HRNetPose/blob/main/HRNetPose_w8a8.onnx) |
100
 
101
 
 
154
  ```bash
155
  python -m qai_hub_models.models.hrnet_pose.export
156
  ```
157
+
 
 
 
 
 
 
 
 
 
 
158
 
159
 
160
  ## How does this work?
precompiled/qualcomm-qcs6490-proxy/sdk_versions.yml ADDED
@@ -0,0 +1,3 @@
 
 
 
 
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+ sdk_versions:
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+ qnn_context_binary:
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+ qairt: 2.34.2.250528164111_119506
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precompiled/qualcomm-snapdragon-x-elite/HRNetPose_w8a8.onnx.zip CHANGED
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precompiled/qualcomm-snapdragon-x-elite/sdk_versions.yml ADDED
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+ sdk_versions:
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+ qnn_context_binary:
3
+ qairt: 2.34.2.250528164111_119506
4
+ precompiled_qnn_onnx:
5
+ qairt: 2.33.2.250410134701_117956