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HRNetPose

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v0.47.0

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See https://github.com/quic/ai-hub-models/releases/v0.47.0 for changelog.

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  1. README.md +100 -84
README.md CHANGED
@@ -28,13 +28,14 @@ Below are pre-exported model assets ready for deployment.
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  | Runtime | Precision | Chipset | SDK Versions | Download |
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  |---|---|---|---|---|
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- | ONNX | float | Universal | QAIRT 2.37, ONNX Runtime 1.23.0 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/hrnet_pose/releases/v0.46.0/hrnet_pose-onnx-float.zip)
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- | ONNX | w8a16 | Universal | QAIRT 2.37, ONNX Runtime 1.23.0 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/hrnet_pose/releases/v0.46.0/hrnet_pose-onnx-w8a16.zip)
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- | QNN_DLC | float | Universal | QAIRT 2.42 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/hrnet_pose/releases/v0.46.0/hrnet_pose-qnn_dlc-float.zip)
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- | QNN_DLC | w8a16 | Universal | QAIRT 2.42 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/hrnet_pose/releases/v0.46.0/hrnet_pose-qnn_dlc-w8a16.zip)
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- | QNN_DLC | w8a8 | Universal | QAIRT 2.42 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/hrnet_pose/releases/v0.46.0/hrnet_pose-qnn_dlc-w8a8.zip)
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- | TFLITE | float | Universal | QAIRT 2.42, TFLite 2.17.0 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/hrnet_pose/releases/v0.46.0/hrnet_pose-tflite-float.zip)
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- | TFLITE | w8a8 | Universal | QAIRT 2.42, TFLite 2.17.0 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/hrnet_pose/releases/v0.46.0/hrnet_pose-tflite-w8a8.zip)
 
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  For more device-specific assets and performance metrics, visit **[HRNetPose on Qualcomm® AI Hub](https://aihub.qualcomm.com/models/hrnet_pose)**.
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@@ -64,83 +65,98 @@ See our repository for [HRNetPose on GitHub](https://github.com/quic/ai-hub-mode
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  ## Performance Summary
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  | Model | Runtime | Precision | Chipset | Inference Time (ms) | Peak Memory Range (MB) | Primary Compute Unit
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  |---|---|---|---|---|---|---
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- | HRNetPose | ONNX | float | Snapdragon® X Elite | 2.663 ms | 55 - 55 MB | NPU
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- | HRNetPose | ONNX | float | Snapdragon® 8 Gen 3 Mobile | 2.073 ms | 0 - 197 MB | NPU
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- | HRNetPose | ONNX | float | Qualcomm® QCS8550 (Proxy) | 2.802 ms | 1 - 3 MB | NPU
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- | HRNetPose | ONNX | float | Qualcomm® QCS9075 | 4.107 ms | 0 - 4 MB | NPU
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- | HRNetPose | ONNX | float | Snapdragon® 8 Elite For Galaxy Mobile | 1.748 ms | 0 - 142 MB | NPU
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- | HRNetPose | ONNX | float | Snapdragon® 8 Elite Gen 5 Mobile | 1.423 ms | 0 - 143 MB | NPU
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- | HRNetPose | ONNX | w8a16 | Snapdragon® X Elite | 1.978 ms | 28 - 28 MB | NPU
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- | HRNetPose | ONNX | w8a16 | Snapdragon® 8 Gen 3 Mobile | 1.511 ms | 0 - 258 MB | NPU
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- | HRNetPose | ONNX | w8a16 | Qualcomm® QCS6490 | 486.81 ms | 32 - 41 MB | CPU
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- | HRNetPose | ONNX | w8a16 | Qualcomm® QCS8550 (Proxy) | 2.014 ms | 0 - 268 MB | NPU
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- | HRNetPose | ONNX | w8a16 | Qualcomm® QCS9075 | 2.297 ms | 0 - 3 MB | NPU
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- | HRNetPose | ONNX | w8a16 | Qualcomm® QCM6690 | 214.195 ms | 30 - 48 MB | CPU
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- | HRNetPose | ONNX | w8a16 | Snapdragon® 8 Elite For Galaxy Mobile | 1.232 ms | 0 - 188 MB | NPU
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- | HRNetPose | ONNX | w8a16 | Snapdragon® 7 Gen 4 Mobile | 209.371 ms | 26 - 39 MB | CPU
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- | HRNetPose | ONNX | w8a16 | Snapdragon® 8 Elite Gen 5 Mobile | 0.996 ms | 0 - 189 MB | NPU
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- | HRNetPose | QNN_DLC | float | Snapdragon® X Elite | 2.876 ms | 1 - 1 MB | NPU
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- | HRNetPose | QNN_DLC | float | Snapdragon® 8 Gen 3 Mobile | 2.006 ms | 0 - 121 MB | NPU
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- | HRNetPose | QNN_DLC | float | Qualcomm® QCS8275 (Proxy) | 14.33 ms | 1 - 75 MB | NPU
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- | HRNetPose | QNN_DLC | float | Qualcomm® QCS8550 (Proxy) | 2.677 ms | 1 - 87 MB | NPU
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- | HRNetPose | QNN_DLC | float | Qualcomm® SA8775P | 18.856 ms | 1 - 75 MB | NPU
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- | HRNetPose | QNN_DLC | float | Qualcomm® QCS9075 | 4.118 ms | 1 - 3 MB | NPU
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- | HRNetPose | QNN_DLC | float | Qualcomm® QCS8450 (Proxy) | 4.961 ms | 0 - 105 MB | NPU
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- | HRNetPose | QNN_DLC | float | Qualcomm® SA7255P | 14.33 ms | 1 - 75 MB | NPU
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- | HRNetPose | QNN_DLC | float | Qualcomm® SA8295P | 4.517 ms | 0 - 67 MB | NPU
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- | HRNetPose | QNN_DLC | float | Snapdragon® 8 Elite For Galaxy Mobile | 1.586 ms | 1 - 77 MB | NPU
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- | HRNetPose | QNN_DLC | float | Snapdragon® 8 Elite Gen 5 Mobile | 1.267 ms | 0 - 78 MB | NPU
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- | HRNetPose | QNN_DLC | w8a16 | Snapdragon® X Elite | 2.162 ms | 0 - 0 MB | NPU
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- | HRNetPose | QNN_DLC | w8a16 | Snapdragon® 8 Gen 3 Mobile | 1.394 ms | 0 - 151 MB | NPU
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- | HRNetPose | QNN_DLC | w8a16 | Qualcomm® QCS6490 | 6.753 ms | 0 - 2 MB | NPU
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- | HRNetPose | QNN_DLC | w8a16 | Qualcomm® QCS8275 (Proxy) | 5.247 ms | 0 - 98 MB | NPU
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- | HRNetPose | QNN_DLC | w8a16 | Qualcomm® QCS8550 (Proxy) | 1.918 ms | 0 - 2 MB | NPU
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- | HRNetPose | QNN_DLC | w8a16 | Qualcomm® SA8775P | 2.261 ms | 0 - 100 MB | NPU
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- | HRNetPose | QNN_DLC | w8a16 | Qualcomm® QCS9075 | 2.196 ms | 2 - 4 MB | NPU
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- | HRNetPose | QNN_DLC | w8a16 | Qualcomm® QCM6690 | 21.984 ms | 0 - 217 MB | NPU
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- | HRNetPose | QNN_DLC | w8a16 | Qualcomm® QCS8450 (Proxy) | 2.609 ms | 0 - 152 MB | NPU
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- | HRNetPose | QNN_DLC | w8a16 | Qualcomm® SA7255P | 5.247 ms | 0 - 98 MB | NPU
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- | HRNetPose | QNN_DLC | w8a16 | Qualcomm® SA8295P | 3.086 ms | 0 - 96 MB | NPU
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- | HRNetPose | QNN_DLC | w8a16 | Snapdragon® 8 Elite For Galaxy Mobile | 1.018 ms | 0 - 99 MB | NPU
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- | HRNetPose | QNN_DLC | w8a16 | Snapdragon® 7 Gen 4 Mobile | 2.557 ms | 0 - 101 MB | NPU
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- | HRNetPose | QNN_DLC | w8a16 | Snapdragon® 8 Elite Gen 5 Mobile | 0.812 ms | 0 - 100 MB | NPU
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- | HRNetPose | QNN_DLC | w8a8 | Snapdragon® X Elite | 1.269 ms | 0 - 0 MB | NPU
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- | HRNetPose | QNN_DLC | w8a8 | Snapdragon® 8 Gen 3 Mobile | 0.829 ms | 0 - 133 MB | NPU
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- | HRNetPose | QNN_DLC | w8a8 | Qualcomm® QCS6490 | 3.664 ms | 2 - 4 MB | NPU
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- | HRNetPose | QNN_DLC | w8a8 | Qualcomm® QCS8275 (Proxy) | 2.869 ms | 0 - 88 MB | NPU
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- | HRNetPose | QNN_DLC | w8a8 | Qualcomm® QCS8550 (Proxy) | 1.124 ms | 0 - 4 MB | NPU
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- | HRNetPose | QNN_DLC | w8a8 | Qualcomm® SA8775P | 5.323 ms | 0 - 88 MB | NPU
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- | HRNetPose | QNN_DLC | w8a8 | Qualcomm® QCS9075 | 1.309 ms | 0 - 2 MB | NPU
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- | HRNetPose | QNN_DLC | w8a8 | Qualcomm® QCM6690 | 10.276 ms | 0 - 209 MB | NPU
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- | HRNetPose | QNN_DLC | w8a8 | Qualcomm® QCS8450 (Proxy) | 1.714 ms | 0 - 135 MB | NPU
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- | HRNetPose | QNN_DLC | w8a8 | Qualcomm® SA7255P | 2.869 ms | 0 - 88 MB | NPU
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- | HRNetPose | QNN_DLC | w8a8 | Qualcomm® SA8295P | 1.893 ms | 0 - 87 MB | NPU
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- | HRNetPose | QNN_DLC | w8a8 | Snapdragon® 8 Elite For Galaxy Mobile | 0.642 ms | 0 - 92 MB | NPU
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- | HRNetPose | QNN_DLC | w8a8 | Snapdragon® 7 Gen 4 Mobile | 1.507 ms | 0 - 88 MB | NPU
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- | HRNetPose | QNN_DLC | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 0.564 ms | 0 - 92 MB | NPU
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- | HRNetPose | TFLITE | float | Snapdragon® 8 Gen 3 Mobile | 2.028 ms | 0 - 195 MB | NPU
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- | HRNetPose | TFLITE | float | Qualcomm® QCS8275 (Proxy) | 14.366 ms | 0 - 120 MB | NPU
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- | HRNetPose | TFLITE | float | Qualcomm® QCS8550 (Proxy) | 2.675 ms | 0 - 3 MB | NPU
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- | HRNetPose | TFLITE | float | Qualcomm® SA8775P | 4.37 ms | 0 - 119 MB | NPU
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- | HRNetPose | TFLITE | float | Qualcomm® QCS9075 | 4.13 ms | 0 - 58 MB | NPU
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- | HRNetPose | TFLITE | float | Qualcomm® QCS8450 (Proxy) | 4.964 ms | 0 - 180 MB | NPU
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- | HRNetPose | TFLITE | float | Qualcomm® SA7255P | 14.366 ms | 0 - 120 MB | NPU
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- | HRNetPose | TFLITE | float | Qualcomm® SA8295P | 4.555 ms | 0 - 107 MB | NPU
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- | HRNetPose | TFLITE | float | Snapdragon® 8 Elite For Galaxy Mobile | 1.583 ms | 0 - 120 MB | NPU
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- | HRNetPose | TFLITE | float | Snapdragon® 8 Elite Gen 5 Mobile | 1.266 ms | 0 - 121 MB | NPU
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- | HRNetPose | TFLITE | w8a8 | Snapdragon® 8 Gen 3 Mobile | 0.701 ms | 0 - 143 MB | NPU
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- | HRNetPose | TFLITE | w8a8 | Qualcomm® QCS6490 | 3.334 ms | 0 - 30 MB | NPU
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- | HRNetPose | TFLITE | w8a8 | Qualcomm® QCS8275 (Proxy) | 2.605 ms | 0 - 88 MB | NPU
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- | HRNetPose | TFLITE | w8a8 | Qualcomm® QCS8550 (Proxy) | 0.966 ms | 0 - 3 MB | NPU
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- | HRNetPose | TFLITE | w8a8 | Qualcomm® SA8775P | 1.301 ms | 0 - 92 MB | NPU
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- | HRNetPose | TFLITE | w8a8 | Qualcomm® QCS9075 | 1.097 ms | 0 - 30 MB | NPU
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- | HRNetPose | TFLITE | w8a8 | Qualcomm® QCM6690 | 9.757 ms | 0 - 200 MB | NPU
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- | HRNetPose | TFLITE | w8a8 | Qualcomm® QCS8450 (Proxy) | 1.485 ms | 0 - 145 MB | NPU
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- | HRNetPose | TFLITE | w8a8 | Qualcomm® SA7255P | 2.605 ms | 0 - 88 MB | NPU
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- | HRNetPose | TFLITE | w8a8 | Qualcomm® SA8295P | 1.723 ms | 0 - 85 MB | NPU
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- | HRNetPose | TFLITE | w8a8 | Snapdragon® 8 Elite For Galaxy Mobile | 0.583 ms | 0 - 91 MB | NPU
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- | HRNetPose | TFLITE | w8a8 | Snapdragon® 7 Gen 4 Mobile | 1.341 ms | 0 - 86 MB | NPU
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- | HRNetPose | TFLITE | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 0.518 ms | 0 - 92 MB | NPU
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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  ## License
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  * The license for the original implementation of HRNetPose can be found
 
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  | Runtime | Precision | Chipset | SDK Versions | Download |
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  |---|---|---|---|---|
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+ | ONNX | float | Universal | QAIRT 2.42, ONNX Runtime 1.24.1 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/hrnet_pose/releases/v0.47.0/hrnet_pose-onnx-float.zip)
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+ | ONNX | w8a16 | Universal | QAIRT 2.42, ONNX Runtime 1.24.1 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/hrnet_pose/releases/v0.47.0/hrnet_pose-onnx-w8a16.zip)
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+ | ONNX | w8a8 | Universal | QAIRT 2.42, ONNX Runtime 1.24.1 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/hrnet_pose/releases/v0.47.0/hrnet_pose-onnx-w8a8.zip)
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+ | QNN_DLC | float | Universal | QAIRT 2.43 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/hrnet_pose/releases/v0.47.0/hrnet_pose-qnn_dlc-float.zip)
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+ | QNN_DLC | w8a16 | Universal | QAIRT 2.43 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/hrnet_pose/releases/v0.47.0/hrnet_pose-qnn_dlc-w8a16.zip)
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+ | QNN_DLC | w8a8 | Universal | QAIRT 2.43 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/hrnet_pose/releases/v0.47.0/hrnet_pose-qnn_dlc-w8a8.zip)
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+ | TFLITE | float | Universal | QAIRT 2.43, TFLite 2.17.0 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/hrnet_pose/releases/v0.47.0/hrnet_pose-tflite-float.zip)
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+ | TFLITE | w8a8 | Universal | QAIRT 2.43, TFLite 2.17.0 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/hrnet_pose/releases/v0.47.0/hrnet_pose-tflite-w8a8.zip)
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  For more device-specific assets and performance metrics, visit **[HRNetPose on Qualcomm® AI Hub](https://aihub.qualcomm.com/models/hrnet_pose)**.
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  ## Performance Summary
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  | Model | Runtime | Precision | Chipset | Inference Time (ms) | Peak Memory Range (MB) | Primary Compute Unit
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  |---|---|---|---|---|---|---
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+ | HRNetPose | ONNX | float | Snapdragon® X Elite | 2.622 ms | 55 - 55 MB | NPU
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+ | HRNetPose | ONNX | float | Snapdragon® 8 Gen 3 Mobile | 1.864 ms | 0 - 140 MB | NPU
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+ | HRNetPose | ONNX | float | Qualcomm® QCS8550 (Proxy) | 2.423 ms | 0 - 58 MB | NPU
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+ | HRNetPose | ONNX | float | Qualcomm® QCS9075 | 3.899 ms | 0 - 4 MB | NPU
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+ | HRNetPose | ONNX | float | Snapdragon® 8 Elite For Galaxy Mobile | 1.498 ms | 0 - 93 MB | NPU
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+ | HRNetPose | ONNX | float | Snapdragon® 8 Elite Gen 5 Mobile | 1.217 ms | 1 - 92 MB | NPU
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+ | HRNetPose | ONNX | float | Snapdragon® X2 Elite | 1.326 ms | 55 - 55 MB | NPU
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+ | HRNetPose | ONNX | w8a16 | Snapdragon® X Elite | 1.974 ms | 28 - 28 MB | NPU
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+ | HRNetPose | ONNX | w8a16 | Snapdragon® 8 Gen 3 Mobile | 1.285 ms | 0 - 199 MB | NPU
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+ | HRNetPose | ONNX | w8a16 | Qualcomm® QCS6490 | 491.348 ms | 29 - 34 MB | CPU
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+ | HRNetPose | ONNX | w8a16 | Qualcomm® QCS8550 (Proxy) | 1.728 ms | 0 - 37 MB | NPU
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+ | HRNetPose | ONNX | w8a16 | Qualcomm® QCS9075 | 1.991 ms | 0 - 3 MB | NPU
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+ | HRNetPose | ONNX | w8a16 | Qualcomm® QCM6690 | 222.666 ms | 31 - 49 MB | CPU
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+ | HRNetPose | ONNX | w8a16 | Snapdragon® 8 Elite For Galaxy Mobile | 0.974 ms | 0 - 131 MB | NPU
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+ | HRNetPose | ONNX | w8a16 | Snapdragon® 7 Gen 4 Mobile | 214.852 ms | 25 - 40 MB | CPU
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+ | HRNetPose | ONNX | w8a16 | Snapdragon® 8 Elite Gen 5 Mobile | 0.78 ms | 0 - 129 MB | NPU
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+ | HRNetPose | ONNX | w8a16 | Snapdragon® X2 Elite | 1.013 ms | 28 - 28 MB | NPU
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+ | HRNetPose | ONNX | w8a8 | Snapdragon® X Elite | 1.654 ms | 28 - 28 MB | NPU
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+ | HRNetPose | ONNX | w8a8 | Snapdragon® 8 Gen 3 Mobile | 1.049 ms | 0 - 187 MB | NPU
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+ | HRNetPose | ONNX | w8a8 | Qualcomm® QCS6490 | 89.855 ms | 9 - 68 MB | CPU
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+ | HRNetPose | ONNX | w8a8 | Qualcomm® QCS8550 (Proxy) | 1.462 ms | 0 - 34 MB | NPU
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+ | HRNetPose | ONNX | w8a8 | Qualcomm® QCS9075 | 1.547 ms | 0 - 3 MB | NPU
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+ | HRNetPose | ONNX | w8a8 | Qualcomm® QCM6690 | 60.68 ms | 9 - 34 MB | CPU
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+ | HRNetPose | ONNX | w8a8 | Snapdragon® 8 Elite For Galaxy Mobile | 0.912 ms | 0 - 122 MB | NPU
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+ | HRNetPose | ONNX | w8a8 | Snapdragon® 7 Gen 4 Mobile | 58.636 ms | 9 - 30 MB | CPU
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+ | HRNetPose | ONNX | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 0.802 ms | 0 - 122 MB | NPU
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+ | HRNetPose | ONNX | w8a8 | Snapdragon® X2 Elite | 0.764 ms | 30 - 30 MB | NPU
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+ | HRNetPose | QNN_DLC | float | Snapdragon® X Elite | 2.951 ms | 1 - 1 MB | NPU
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+ | HRNetPose | QNN_DLC | float | Snapdragon® 8 Gen 3 Mobile | 1.963 ms | 0 - 118 MB | NPU
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+ | HRNetPose | QNN_DLC | float | Qualcomm® QCS8275 (Proxy) | 14.164 ms | 1 - 75 MB | NPU
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+ | HRNetPose | QNN_DLC | float | Qualcomm® QCS8550 (Proxy) | 2.723 ms | 1 - 9 MB | NPU
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+ | HRNetPose | QNN_DLC | float | Qualcomm® SA8775P | 18.617 ms | 1 - 75 MB | NPU
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+ | HRNetPose | QNN_DLC | float | Qualcomm® QCS9075 | 4.138 ms | 3 - 5 MB | NPU
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+ | HRNetPose | QNN_DLC | float | Qualcomm® QCS8450 (Proxy) | 5.02 ms | 0 - 106 MB | NPU
102
+ | HRNetPose | QNN_DLC | float | Qualcomm® SA7255P | 14.164 ms | 1 - 75 MB | NPU
103
+ | HRNetPose | QNN_DLC | float | Qualcomm® SA8295P | 4.57 ms | 1 - 67 MB | NPU
104
+ | HRNetPose | QNN_DLC | float | Snapdragon® 8 Elite For Galaxy Mobile | 1.549 ms | 1 - 75 MB | NPU
105
+ | HRNetPose | QNN_DLC | float | Snapdragon® 8 Elite Gen 5 Mobile | 1.237 ms | 1 - 78 MB | NPU
106
+ | HRNetPose | QNN_DLC | float | Snapdragon® X2 Elite | 1.616 ms | 1 - 1 MB | NPU
107
+ | HRNetPose | QNN_DLC | w8a16 | Snapdragon® X Elite | 2.142 ms | 0 - 0 MB | NPU
108
+ | HRNetPose | QNN_DLC | w8a16 | Snapdragon® 8 Gen 3 Mobile | 1.385 ms | 0 - 150 MB | NPU
109
+ | HRNetPose | QNN_DLC | w8a16 | Qualcomm® QCS6490 | 6.713 ms | 2 - 4 MB | NPU
110
+ | HRNetPose | QNN_DLC | w8a16 | Qualcomm® QCS8275 (Proxy) | 5.184 ms | 0 - 98 MB | NPU
111
+ | HRNetPose | QNN_DLC | w8a16 | Qualcomm® QCS8550 (Proxy) | 1.893 ms | 0 - 103 MB | NPU
112
+ | HRNetPose | QNN_DLC | w8a16 | Qualcomm® SA8775P | 2.288 ms | 0 - 101 MB | NPU
113
+ | HRNetPose | QNN_DLC | w8a16 | Qualcomm® QCS9075 | 2.215 ms | 0 - 2 MB | NPU
114
+ | HRNetPose | QNN_DLC | w8a16 | Qualcomm® QCM6690 | 19.483 ms | 0 - 217 MB | NPU
115
+ | HRNetPose | QNN_DLC | w8a16 | Qualcomm® QCS8450 (Proxy) | 2.606 ms | 0 - 152 MB | NPU
116
+ | HRNetPose | QNN_DLC | w8a16 | Qualcomm® SA7255P | 5.184 ms | 0 - 98 MB | NPU
117
+ | HRNetPose | QNN_DLC | w8a16 | Qualcomm® SA8295P | 3.145 ms | 0 - 96 MB | NPU
118
+ | HRNetPose | QNN_DLC | w8a16 | Snapdragon® 8 Elite For Galaxy Mobile | 1.012 ms | 0 - 100 MB | NPU
119
+ | HRNetPose | QNN_DLC | w8a16 | Snapdragon® 7 Gen 4 Mobile | 2.544 ms | 0 - 99 MB | NPU
120
+ | HRNetPose | QNN_DLC | w8a16 | Snapdragon® 8 Elite Gen 5 Mobile | 0.792 ms | 0 - 100 MB | NPU
121
+ | HRNetPose | QNN_DLC | w8a16 | Snapdragon® X2 Elite | 1.292 ms | 0 - 0 MB | NPU
122
+ | HRNetPose | QNN_DLC | w8a8 | Snapdragon® X Elite | 1.274 ms | 0 - 0 MB | NPU
123
+ | HRNetPose | QNN_DLC | w8a8 | Snapdragon® 8 Gen 3 Mobile | 0.826 ms | 0 - 133 MB | NPU
124
+ | HRNetPose | QNN_DLC | w8a8 | Qualcomm® QCS6490 | 3.733 ms | 0 - 2 MB | NPU
125
+ | HRNetPose | QNN_DLC | w8a8 | Qualcomm® QCS8275 (Proxy) | 2.852 ms | 0 - 88 MB | NPU
126
+ | HRNetPose | QNN_DLC | w8a8 | Qualcomm® QCS8550 (Proxy) | 1.142 ms | 0 - 2 MB | NPU
127
+ | HRNetPose | QNN_DLC | w8a8 | Qualcomm® SA8775P | 1.51 ms | 0 - 90 MB | NPU
128
+ | HRNetPose | QNN_DLC | w8a8 | Qualcomm® QCS9075 | 1.321 ms | 2 - 4 MB | NPU
129
+ | HRNetPose | QNN_DLC | w8a8 | Qualcomm® QCM6690 | 10.309 ms | 0 - 211 MB | NPU
130
+ | HRNetPose | QNN_DLC | w8a8 | Qualcomm® QCS8450 (Proxy) | 1.685 ms | 0 - 135 MB | NPU
131
+ | HRNetPose | QNN_DLC | w8a8 | Qualcomm® SA7255P | 2.852 ms | 0 - 88 MB | NPU
132
+ | HRNetPose | QNN_DLC | w8a8 | Qualcomm® SA8295P | 1.976 ms | 0 - 87 MB | NPU
133
+ | HRNetPose | QNN_DLC | w8a8 | Snapdragon® 8 Elite For Galaxy Mobile | 0.652 ms | 0 - 92 MB | NPU
134
+ | HRNetPose | QNN_DLC | w8a8 | Snapdragon® 7 Gen 4 Mobile | 1.517 ms | 0 - 88 MB | NPU
135
+ | HRNetPose | QNN_DLC | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 0.567 ms | 0 - 93 MB | NPU
136
+ | HRNetPose | QNN_DLC | w8a8 | Snapdragon® X2 Elite | 0.737 ms | 0 - 0 MB | NPU
137
+ | HRNetPose | TFLITE | float | Snapdragon® 8 Gen 3 Mobile | 1.974 ms | 0 - 186 MB | NPU
138
+ | HRNetPose | TFLITE | float | Qualcomm® QCS8275 (Proxy) | 14.187 ms | 0 - 115 MB | NPU
139
+ | HRNetPose | TFLITE | float | Qualcomm® QCS8550 (Proxy) | 2.721 ms | 0 - 3 MB | NPU
140
+ | HRNetPose | TFLITE | float | Qualcomm® SA8775P | 4.346 ms | 0 - 116 MB | NPU
141
+ | HRNetPose | TFLITE | float | Qualcomm® QCS9075 | 4.167 ms | 0 - 58 MB | NPU
142
+ | HRNetPose | TFLITE | float | Qualcomm® QCS8450 (Proxy) | 5.031 ms | 0 - 178 MB | NPU
143
+ | HRNetPose | TFLITE | float | Qualcomm® SA7255P | 14.187 ms | 0 - 115 MB | NPU
144
+ | HRNetPose | TFLITE | float | Qualcomm® SA8295P | 4.602 ms | 0 - 106 MB | NPU
145
+ | HRNetPose | TFLITE | float | Snapdragon® 8 Elite For Galaxy Mobile | 1.556 ms | 0 - 117 MB | NPU
146
+ | HRNetPose | TFLITE | float | Snapdragon® 8 Elite Gen 5 Mobile | 1.286 ms | 0 - 118 MB | NPU
147
+ | HRNetPose | TFLITE | w8a8 | Snapdragon® 8 Gen 3 Mobile | 0.725 ms | 0 - 142 MB | NPU
148
+ | HRNetPose | TFLITE | w8a8 | Qualcomm® QCS6490 | 3.422 ms | 0 - 30 MB | NPU
149
+ | HRNetPose | TFLITE | w8a8 | Qualcomm® QCS8275 (Proxy) | 2.585 ms | 0 - 86 MB | NPU
150
+ | HRNetPose | TFLITE | w8a8 | Qualcomm® QCS8550 (Proxy) | 0.943 ms | 0 - 2 MB | NPU
151
+ | HRNetPose | TFLITE | w8a8 | Qualcomm® SA8775P | 4.696 ms | 0 - 87 MB | NPU
152
+ | HRNetPose | TFLITE | w8a8 | Qualcomm® QCS9075 | 1.115 ms | 0 - 30 MB | NPU
153
+ | HRNetPose | TFLITE | w8a8 | Qualcomm® QCM6690 | 9.613 ms | 0 - 207 MB | NPU
154
+ | HRNetPose | TFLITE | w8a8 | Qualcomm® QCS8450 (Proxy) | 1.479 ms | 0 - 144 MB | NPU
155
+ | HRNetPose | TFLITE | w8a8 | Qualcomm® SA7255P | 2.585 ms | 0 - 86 MB | NPU
156
+ | HRNetPose | TFLITE | w8a8 | Qualcomm® SA8295P | 1.796 ms | 0 - 85 MB | NPU
157
+ | HRNetPose | TFLITE | w8a8 | Snapdragon® 8 Elite For Galaxy Mobile | 0.612 ms | 0 - 90 MB | NPU
158
+ | HRNetPose | TFLITE | w8a8 | Snapdragon® 7 Gen 4 Mobile | 1.355 ms | 0 - 85 MB | NPU
159
+ | HRNetPose | TFLITE | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 0.516 ms | 0 - 90 MB | NPU
160
 
161
  ## License
162
  * The license for the original implementation of HRNetPose can be found