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See https://github.com/qualcomm/ai-hub-models/releases/v0.53.0 for changelog.

Files changed (2) hide show
  1. README.md +128 -99
  2. release_assets.json +19 -19
README.md CHANGED
@@ -28,14 +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 2.42, ONNX Runtime 1.24.3 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/hrnet_pose/releases/v0.52.0/hrnet_pose-onnx-float.zip)
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- | ONNX | w8a16 | Universal | QAIRT 2.42, ONNX Runtime 1.24.3 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/hrnet_pose/releases/v0.52.0/hrnet_pose-onnx-w8a16.zip)
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- | ONNX | w8a8 | Universal | QAIRT 2.42, ONNX Runtime 1.24.3 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/hrnet_pose/releases/v0.52.0/hrnet_pose-onnx-w8a8.zip)
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- | QNN_DLC | float | Universal | QAIRT 2.45 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/hrnet_pose/releases/v0.52.0/hrnet_pose-qnn_dlc-float.zip)
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- | QNN_DLC | w8a16 | Universal | QAIRT 2.45 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/hrnet_pose/releases/v0.52.0/hrnet_pose-qnn_dlc-w8a16.zip)
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- | QNN_DLC | w8a8 | Universal | QAIRT 2.45 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/hrnet_pose/releases/v0.52.0/hrnet_pose-qnn_dlc-w8a8.zip)
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- | TFLITE | float | Universal | QAIRT 2.45 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/hrnet_pose/releases/v0.52.0/hrnet_pose-tflite-float.zip)
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- | TFLITE | w8a8 | Universal | QAIRT 2.45 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/hrnet_pose/releases/v0.52.0/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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@@ -65,98 +65,127 @@ See our repository for [HRNetPose on GitHub](https://github.com/qualcomm/ai-hub-
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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® 8 Elite Gen 5 Mobile | 1.217 ms | 1 - 91 MB | NPU
 
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  | HRNetPose | ONNX | float | Snapdragon® X2 Elite | 1.328 ms | 55 - 55 MB | NPU
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- | HRNetPose | ONNX | float | Snapdragon® X Elite | 2.625 ms | 55 - 55 MB | NPU
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- | HRNetPose | ONNX | float | Snapdragon® 8 Gen 3 Mobile | 1.848 ms | 0 - 148 MB | NPU
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- | HRNetPose | ONNX | float | Qualcomm® QCS8550 (Proxy) | 2.466 ms | 0 - 58 MB | NPU
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- | HRNetPose | ONNX | float | Qualcomm® QCS9075 | 3.912 ms | 0 - 4 MB | NPU
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- | HRNetPose | ONNX | float | Snapdragon® 8 Elite For Galaxy Mobile | 1.503 ms | 0 - 93 MB | NPU
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- | HRNetPose | ONNX | w8a16 | Snapdragon® 8 Elite Gen 5 Mobile | 0.788 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 | w8a16 | Snapdragon® X Elite | 1.987 ms | 28 - 28 MB | NPU
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- | HRNetPose | ONNX | w8a16 | Snapdragon® 8 Gen 3 Mobile | 1.255 ms | 0 - 199 MB | NPU
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- | HRNetPose | ONNX | w8a16 | Qualcomm® QCS6490 | 480.354 ms | 30 - 34 MB | CPU
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- | HRNetPose | ONNX | w8a16 | Qualcomm® QCS8550 (Proxy) | 1.761 ms | 0 - 38 MB | NPU
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- | HRNetPose | ONNX | w8a16 | Qualcomm® QCS9075 | 1.989 ms | 0 - 3 MB | NPU
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- | HRNetPose | ONNX | w8a16 | Qualcomm® QCM6690 | 223.1 ms | 30 - 48 MB | CPU
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- | HRNetPose | ONNX | w8a16 | Snapdragon® 8 Elite For Galaxy Mobile | 0.972 ms | 0 - 124 MB | NPU
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- | HRNetPose | ONNX | w8a16 | Snapdragon® 7 Gen 4 Mobile | 214.16 ms | 26 - 41 MB | CPU
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- | HRNetPose | ONNX | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 0.806 ms | 0 - 122 MB | NPU
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- | HRNetPose | ONNX | w8a8 | Snapdragon® X2 Elite | 0.77 ms | 30 - 30 MB | NPU
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- | HRNetPose | ONNX | w8a8 | Snapdragon® X Elite | 1.632 ms | 28 - 28 MB | NPU
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- | HRNetPose | ONNX | w8a8 | Snapdragon® 8 Gen 3 Mobile | 1.046 ms | 0 - 186 MB | NPU
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- | HRNetPose | ONNX | w8a8 | Qualcomm® QCS6490 | 89.757 ms | 8 - 68 MB | CPU
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- | HRNetPose | ONNX | w8a8 | Qualcomm® QCS8550 (Proxy) | 1.513 ms | 0 - 33 MB | NPU
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- | HRNetPose | ONNX | w8a8 | Qualcomm® QCS9075 | 1.542 ms | 0 - 3 MB | NPU
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- | HRNetPose | ONNX | w8a8 | Qualcomm® QCM6690 | 60.819 ms | 9 - 30 MB | CPU
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- | HRNetPose | ONNX | w8a8 | Snapdragon® 8 Elite For Galaxy Mobile | 0.912 ms | 0 - 114 MB | NPU
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- | HRNetPose | ONNX | w8a8 | Snapdragon® 7 Gen 4 Mobile | 58.162 ms | 10 - 30 MB | CPU
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- | HRNetPose | QNN_DLC | float | Snapdragon® 8 Elite Gen 5 Mobile | 1.273 ms | 1 - 78 MB | NPU
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- | HRNetPose | QNN_DLC | float | Snapdragon® X2 Elite | 1.6 ms | 1 - 1 MB | NPU
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- | HRNetPose | QNN_DLC | float | Snapdragon® X Elite | 2.954 ms | 1 - 1 MB | NPU
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- | HRNetPose | QNN_DLC | float | Snapdragon® 8 Gen 3 Mobile | 1.997 ms | 0 - 115 MB | NPU
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- | HRNetPose | QNN_DLC | float | Qualcomm® QCS8275 (Proxy) | 14.164 ms | 1 - 73 MB | NPU
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- | HRNetPose | QNN_DLC | float | Qualcomm® QCS8550 (Proxy) | 2.733 ms | 1 - 3 MB | NPU
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- | HRNetPose | QNN_DLC | float | Qualcomm® SA8775P | 4.274 ms | 1 - 74 MB | NPU
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- | HRNetPose | QNN_DLC | float | Qualcomm® QCS9075 | 4.103 ms | 1 - 3 MB | NPU
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- | HRNetPose | QNN_DLC | float | Qualcomm® QCS8450 (Proxy) | 5.013 ms | 0 - 102 MB | NPU
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- | HRNetPose | QNN_DLC | float | Qualcomm® SA7255P | 14.164 ms | 1 - 73 MB | NPU
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- | HRNetPose | QNN_DLC | float | Qualcomm® SA8295P | 4.601 ms | 1 - 61 MB | NPU
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- | HRNetPose | QNN_DLC | float | Snapdragon® 8 Elite For Galaxy Mobile | 1.564 ms | 0 - 73 MB | NPU
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- | HRNetPose | QNN_DLC | w8a16 | Snapdragon® 8 Elite Gen 5 Mobile | 0.809 ms | 0 - 102 MB | NPU
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- | HRNetPose | QNN_DLC | w8a16 | Snapdragon® X2 Elite | 1.288 ms | 0 - 0 MB | NPU
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- | HRNetPose | QNN_DLC | w8a16 | Snapdragon® X Elite | 2.112 ms | 0 - 0 MB | NPU
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- | HRNetPose | QNN_DLC | w8a16 | Snapdragon® 8 Gen 3 Mobile | 1.388 ms | 0 - 146 MB | NPU
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- | HRNetPose | QNN_DLC | w8a16 | Qualcomm® QCS6490 | 6.543 ms | 0 - 2 MB | NPU
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- | HRNetPose | QNN_DLC | w8a16 | Qualcomm® QCS8275 (Proxy) | 5.154 ms | 0 - 100 MB | NPU
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- | HRNetPose | QNN_DLC | w8a16 | Qualcomm® QCS8550 (Proxy) | 1.891 ms | 0 - 37 MB | NPU
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- | HRNetPose | QNN_DLC | w8a16 | Qualcomm® SA8775P | 2.259 ms | 0 - 101 MB | NPU
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- | HRNetPose | QNN_DLC | w8a16 | Qualcomm® QCS9075 | 2.184 ms | 0 - 2 MB | NPU
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- | HRNetPose | QNN_DLC | w8a16 | Qualcomm® QCM6690 | 21.662 ms | 0 - 217 MB | NPU
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- | HRNetPose | QNN_DLC | w8a16 | Qualcomm® QCS8450 (Proxy) | 2.737 ms | 0 - 149 MB | NPU
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- | HRNetPose | QNN_DLC | w8a16 | Qualcomm® SA7255P | 5.154 ms | 0 - 100 MB | NPU
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- | HRNetPose | QNN_DLC | w8a16 | Qualcomm® SA8295P | 3.067 ms | 0 - 99 MB | NPU
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- | HRNetPose | QNN_DLC | w8a16 | Snapdragon® 8 Elite For Galaxy Mobile | 0.994 ms | 0 - 101 MB | NPU
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- | HRNetPose | QNN_DLC | w8a16 | Snapdragon® 7 Gen 4 Mobile | 2.539 ms | 0 - 100 MB | NPU
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- | HRNetPose | QNN_DLC | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 0.57 ms | 0 - 94 MB | NPU
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- | HRNetPose | QNN_DLC | w8a8 | Snapdragon® X2 Elite | 0.691 ms | 0 - 0 MB | NPU
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- | HRNetPose | QNN_DLC | w8a8 | Snapdragon® X Elite | 1.264 ms | 0 - 0 MB | NPU
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- | HRNetPose | QNN_DLC | w8a8 | Snapdragon® 8 Gen 3 Mobile | 0.818 ms | 0 - 134 MB | NPU
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- | HRNetPose | QNN_DLC | w8a8 | Qualcomm® QCS6490 | 3.825 ms | 0 - 2 MB | NPU
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- | HRNetPose | QNN_DLC | w8a8 | Qualcomm® QCS8275 (Proxy) | 2.854 ms | 0 - 89 MB | NPU
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- | HRNetPose | QNN_DLC | w8a8 | Qualcomm® QCS8550 (Proxy) | 1.144 ms | 0 - 128 MB | NPU
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- | HRNetPose | QNN_DLC | w8a8 | Qualcomm® SA8775P | 1.486 ms | 0 - 91 MB | NPU
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- | HRNetPose | QNN_DLC | w8a8 | Qualcomm® QCS9075 | 1.272 ms | 0 - 2 MB | NPU
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- | HRNetPose | QNN_DLC | w8a8 | Qualcomm® QCM6690 | 10.445 ms | 0 - 213 MB | NPU
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- | HRNetPose | QNN_DLC | w8a8 | Qualcomm® QCS8450 (Proxy) | 1.743 ms | 0 - 136 MB | NPU
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- | HRNetPose | QNN_DLC | w8a8 | Qualcomm® SA7255P | 2.854 ms | 0 - 89 MB | NPU
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- | HRNetPose | QNN_DLC | w8a8 | Qualcomm® SA8295P | 1.971 ms | 0 - 88 MB | NPU
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- | HRNetPose | QNN_DLC | w8a8 | Snapdragon® 8 Elite For Galaxy Mobile | 0.639 ms | 0 - 94 MB | NPU
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- | HRNetPose | QNN_DLC | w8a8 | Snapdragon® 7 Gen 4 Mobile | 1.51 ms | 0 - 90 MB | NPU
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- | HRNetPose | TFLITE | float | Snapdragon® 8 Elite Gen 5 Mobile | 1.277 ms | 0 - 113 MB | NPU
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- | HRNetPose | TFLITE | float | Snapdragon® 8 Gen 3 Mobile | 1.988 ms | 0 - 184 MB | NPU
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- | HRNetPose | TFLITE | float | Qualcomm® QCS8275 (Proxy) | 14.166 ms | 0 - 111 MB | NPU
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- | HRNetPose | TFLITE | float | Qualcomm® QCS8550 (Proxy) | 2.766 ms | 0 - 2 MB | NPU
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- | HRNetPose | TFLITE | float | Qualcomm® SA8775P | 4.338 ms | 0 - 111 MB | NPU
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- | HRNetPose | TFLITE | float | Qualcomm® QCS9075 | 4.147 ms | 0 - 58 MB | NPU
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- | HRNetPose | TFLITE | float | Qualcomm® QCS8450 (Proxy) | 5.029 ms | 0 - 174 MB | NPU
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- | HRNetPose | TFLITE | float | Qualcomm® SA7255P | 14.166 ms | 0 - 111 MB | NPU
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- | HRNetPose | TFLITE | float | Qualcomm® SA8295P | 4.624 ms | 0 - 103 MB | NPU
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- | HRNetPose | TFLITE | float | Snapdragon® 8 Elite For Galaxy Mobile | 1.548 ms | 0 - 112 MB | NPU
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- | HRNetPose | TFLITE | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 0.513 ms | 0 - 91 MB | NPU
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- | HRNetPose | TFLITE | w8a8 | Snapdragon® 8 Gen 3 Mobile | 0.712 ms | 0 - 140 MB | NPU
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- | HRNetPose | TFLITE | w8a8 | Qualcomm® QCS6490 | 3.444 ms | 0 - 30 MB | NPU
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- | HRNetPose | TFLITE | w8a8 | Qualcomm® QCS8275 (Proxy) | 2.547 ms | 0 - 87 MB | NPU
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- | HRNetPose | TFLITE | w8a8 | Qualcomm® QCS8550 (Proxy) | 0.952 ms | 0 - 3 MB | NPU
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- | HRNetPose | TFLITE | w8a8 | Qualcomm® SA8775P | 1.355 ms | 0 - 89 MB | NPU
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- | HRNetPose | TFLITE | w8a8 | Qualcomm® QCS9075 | 1.081 ms | 0 - 30 MB | NPU
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- | HRNetPose | TFLITE | w8a8 | Qualcomm® QCM6690 | 9.629 ms | 0 - 207 MB | NPU
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- | HRNetPose | TFLITE | w8a8 | Qualcomm® QCS8450 (Proxy) | 1.523 ms | 0 - 142 MB | NPU
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- | HRNetPose | TFLITE | w8a8 | Qualcomm® SA7255P | 2.547 ms | 0 - 87 MB | NPU
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- | HRNetPose | TFLITE | w8a8 | Qualcomm® SA8295P | 1.792 ms | 0 - 85 MB | NPU
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- | HRNetPose | TFLITE | w8a8 | Snapdragon® 8 Elite For Galaxy Mobile | 0.586 ms | 0 - 88 MB | NPU
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- | HRNetPose | TFLITE | w8a8 | Snapdragon® 7 Gen 4 Mobile | 1.355 ms | 0 - 85 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 1.24.3 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/hrnet_pose/releases/v0.53.0/hrnet_pose-onnx-float.zip)
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+ | ONNX | w8a16 | Universal | QAIRT 2.42, ONNX Runtime 1.24.3 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/hrnet_pose/releases/v0.53.0/hrnet_pose-onnx-w8a16.zip)
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+ | ONNX | w8a8 | Universal | QAIRT 2.42, ONNX Runtime 1.24.3 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/hrnet_pose/releases/v0.53.0/hrnet_pose-onnx-w8a8.zip)
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+ | QNN_DLC | float | Universal | QAIRT 2.45 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/hrnet_pose/releases/v0.53.0/hrnet_pose-qnn_dlc-float.zip)
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+ | QNN_DLC | w8a16 | Universal | QAIRT 2.45 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/hrnet_pose/releases/v0.53.0/hrnet_pose-qnn_dlc-w8a16.zip)
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+ | QNN_DLC | w8a8 | Universal | QAIRT 2.45 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/hrnet_pose/releases/v0.53.0/hrnet_pose-qnn_dlc-w8a8.zip)
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+ | TFLITE | float | Universal | QAIRT 2.45 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/hrnet_pose/releases/v0.53.0/hrnet_pose-tflite-float.zip)
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+ | TFLITE | w8a8 | Universal | QAIRT 2.45 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/hrnet_pose/releases/v0.53.0/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® 8 Elite Gen 5 Mobile | 1.216 ms | 1 - 91 MB | NPU
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+ | HRNetPose | ONNX | float | Snapdragon® 8 Elite Mobile | 1.5 ms | 0 - 93 MB | NPU
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  | HRNetPose | ONNX | float | Snapdragon® X2 Elite | 1.328 ms | 55 - 55 MB | NPU
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+ | HRNetPose | ONNX | float | Snapdragon® X Elite | 2.62 ms | 55 - 55 MB | NPU
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+ | HRNetPose | ONNX | float | Snapdragon® X Elite | 2.62 ms | 55 - 55 MB | NPU
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+ | HRNetPose | ONNX | float | Snapdragon® 8 Gen 3 Mobile | 1.865 ms | 0 - 148 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 | 3.932 ms | 0 - 4 MB | NPU
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+ | HRNetPose | ONNX | float | Snapdragon® 8 Elite For Galaxy Mobile | 1.5 ms | 0 - 93 MB | NPU
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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® 8 Elite Mobile | 0.969 ms | 0 - 132 MB | NPU
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+ | HRNetPose | ONNX | w8a16 | Snapdragon® X2 Elite | 1.012 ms | 28 - 28 MB | NPU
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+ | HRNetPose | ONNX | w8a16 | Snapdragon® X Elite | 1.973 ms | 28 - 28 MB | NPU
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+ | HRNetPose | ONNX | w8a16 | Snapdragon® X Elite | 1.973 ms | 28 - 28 MB | NPU
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+ | HRNetPose | ONNX | w8a16 | Snapdragon® 8 Gen 3 Mobile | 1.285 ms | 0 - 200 MB | NPU
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+ | HRNetPose | ONNX | w8a16 | Qualcomm® QCS6490 | 485.217 ms | 30 - 34 MB | CPU
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+ | HRNetPose | ONNX | w8a16 | Qualcomm® QCS8550 (Proxy) | 1.731 ms | 0 - 37 MB | NPU
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+ | HRNetPose | ONNX | w8a16 | Qualcomm® QCS9075 | 1.998 ms | 0 - 3 MB | NPU
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+ | HRNetPose | ONNX | w8a16 | Qualcomm® QCM6690 | 220.032 ms | 31 - 50 MB | CPU
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+ | HRNetPose | ONNX | w8a16 | Snapdragon® 8 Elite For Galaxy Mobile | 0.969 ms | 0 - 132 MB | NPU
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+ | HRNetPose | ONNX | w8a16 | Snapdragon® 7 Gen 4 Mobile | 214.581 ms | 25 - 39 MB | CPU
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+ | HRNetPose | ONNX | w8a16 | Snapdragon® 7 Gen 4 Mobile | 214.581 ms | 25 - 39 MB | CPU
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+ | HRNetPose | ONNX | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 0.8 ms | 0 - 123 MB | NPU
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+ | HRNetPose | ONNX | w8a8 | Snapdragon® 8 Elite Mobile | 0.912 ms | 0 - 124 MB | NPU
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+ | HRNetPose | ONNX | w8a8 | Snapdragon® X2 Elite | 0.766 ms | 30 - 30 MB | NPU
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+ | HRNetPose | ONNX | w8a8 | Snapdragon® X Elite | 1.634 ms | 28 - 28 MB | NPU
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+ | HRNetPose | ONNX | w8a8 | Snapdragon® X Elite | 1.634 ms | 28 - 28 MB | NPU
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+ | HRNetPose | ONNX | w8a8 | Snapdragon® 8 Gen 3 Mobile | 1.047 ms | 0 - 185 MB | NPU
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+ | HRNetPose | ONNX | w8a8 | Qualcomm® QCS6490 | 89.943 ms | 8 - 69 MB | CPU
97
+ | HRNetPose | ONNX | w8a8 | Qualcomm® QCS8550 (Proxy) | 1.49 ms | 0 - 5 MB | NPU
98
+ | HRNetPose | ONNX | w8a8 | Qualcomm® QCS9075 | 1.539 ms | 0 - 3 MB | NPU
99
+ | HRNetPose | ONNX | w8a8 | Qualcomm® QCM6690 | 60.899 ms | 9 - 35 MB | CPU
100
+ | HRNetPose | ONNX | w8a8 | Snapdragon® 8 Elite For Galaxy Mobile | 0.912 ms | 0 - 124 MB | NPU
101
+ | HRNetPose | ONNX | w8a8 | Snapdragon® 7 Gen 4 Mobile | 58.739 ms | 9 - 31 MB | CPU
102
+ | HRNetPose | ONNX | w8a8 | Snapdragon® 7 Gen 4 Mobile | 58.739 ms | 9 - 31 MB | CPU
103
+ | HRNetPose | QNN_DLC | float | Snapdragon® 8 Elite Gen 5 Mobile | 1.268 ms | 1 - 77 MB | NPU
104
+ | HRNetPose | QNN_DLC | float | Snapdragon® 8 Elite Mobile | 1.569 ms | 0 - 74 MB | NPU
105
+ | HRNetPose | QNN_DLC | float | Snapdragon® X2 Elite | 1.611 ms | 1 - 1 MB | NPU
106
+ | HRNetPose | QNN_DLC | float | Snapdragon® X Elite | 2.919 ms | 1 - 1 MB | NPU
107
+ | HRNetPose | QNN_DLC | float | Snapdragon® X Elite | 2.919 ms | 1 - 1 MB | NPU
108
+ | HRNetPose | QNN_DLC | float | Snapdragon® 8 Gen 3 Mobile | 1.991 ms | 0 - 114 MB | NPU
109
+ | HRNetPose | QNN_DLC | float | Qualcomm® QCS8275 (Proxy) | 14.157 ms | 1 - 73 MB | NPU
110
+ | HRNetPose | QNN_DLC | float | Qualcomm® QCS8550 (Proxy) | 2.722 ms | 1 - 148 MB | NPU
111
+ | HRNetPose | QNN_DLC | float | Qualcomm® SA8775P | 4.31 ms | 1 - 75 MB | NPU
112
+ | HRNetPose | QNN_DLC | float | Qualcomm® SA8775P | 4.31 ms | 1 - 75 MB | NPU
113
+ | HRNetPose | QNN_DLC | float | Qualcomm® SA8775P | 4.31 ms | 1 - 75 MB | NPU
114
+ | HRNetPose | QNN_DLC | float | Qualcomm® QCS9075 | 4.112 ms | 1 - 3 MB | NPU
115
+ | HRNetPose | QNN_DLC | float | Qualcomm® QCS8450 (Proxy) | 5.029 ms | 0 - 102 MB | NPU
116
+ | HRNetPose | QNN_DLC | float | Qualcomm® SA7255P | 14.157 ms | 1 - 73 MB | NPU
117
+ | HRNetPose | QNN_DLC | float | Qualcomm® SA8295P | 4.581 ms | 0 - 61 MB | NPU
118
+ | HRNetPose | QNN_DLC | float | Snapdragon® 8 Elite For Galaxy Mobile | 1.569 ms | 0 - 74 MB | NPU
119
+ | HRNetPose | QNN_DLC | w8a16 | Snapdragon® 8 Elite Gen 5 Mobile | 0.812 ms | 0 - 101 MB | NPU
120
+ | HRNetPose | QNN_DLC | w8a16 | Snapdragon® 8 Elite Mobile | 1.015 ms | 0 - 103 MB | NPU
121
+ | HRNetPose | QNN_DLC | w8a16 | Snapdragon® X2 Elite | 1.301 ms | 0 - 0 MB | NPU
122
+ | HRNetPose | QNN_DLC | w8a16 | Snapdragon® X Elite | 2.105 ms | 0 - 0 MB | NPU
123
+ | HRNetPose | QNN_DLC | w8a16 | Snapdragon® X Elite | 2.105 ms | 0 - 0 MB | NPU
124
+ | HRNetPose | QNN_DLC | w8a16 | Snapdragon® 8 Gen 3 Mobile | 1.385 ms | 0 - 146 MB | NPU
125
+ | HRNetPose | QNN_DLC | w8a16 | Qualcomm® QCS6490 | 6.469 ms | 0 - 2 MB | NPU
126
+ | HRNetPose | QNN_DLC | w8a16 | Qualcomm® QCS8275 (Proxy) | 5.145 ms | 0 - 100 MB | NPU
127
+ | HRNetPose | QNN_DLC | w8a16 | Qualcomm® QCS8550 (Proxy) | 1.891 ms | 0 - 94 MB | NPU
128
+ | HRNetPose | QNN_DLC | w8a16 | Qualcomm® SA8775P | 2.248 ms | 0 - 101 MB | NPU
129
+ | HRNetPose | QNN_DLC | w8a16 | Qualcomm® SA8775P | 2.248 ms | 0 - 101 MB | NPU
130
+ | HRNetPose | QNN_DLC | w8a16 | Qualcomm® SA8775P | 2.248 ms | 0 - 101 MB | NPU
131
+ | HRNetPose | QNN_DLC | w8a16 | Qualcomm® QCS9075 | 2.183 ms | 2 - 4 MB | NPU
132
+ | HRNetPose | QNN_DLC | w8a16 | Qualcomm® QCM6690 | 22.904 ms | 0 - 218 MB | NPU
133
+ | HRNetPose | QNN_DLC | w8a16 | Qualcomm® QCS8450 (Proxy) | 2.661 ms | 0 - 149 MB | NPU
134
+ | HRNetPose | QNN_DLC | w8a16 | Qualcomm® SA7255P | 5.145 ms | 0 - 100 MB | NPU
135
+ | HRNetPose | QNN_DLC | w8a16 | Qualcomm® SA8295P | 3.076 ms | 0 - 99 MB | NPU
136
+ | HRNetPose | QNN_DLC | w8a16 | Snapdragon® 8 Elite For Galaxy Mobile | 1.015 ms | 0 - 103 MB | NPU
137
+ | HRNetPose | QNN_DLC | w8a16 | Snapdragon® 7 Gen 4 Mobile | 2.535 ms | 0 - 104 MB | NPU
138
+ | HRNetPose | QNN_DLC | w8a16 | Snapdragon® 7 Gen 4 Mobile | 2.535 ms | 0 - 104 MB | NPU
139
+ | HRNetPose | QNN_DLC | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 0.568 ms | 0 - 94 MB | NPU
140
+ | HRNetPose | QNN_DLC | w8a8 | Snapdragon® 8 Elite Mobile | 0.642 ms | 0 - 94 MB | NPU
141
+ | HRNetPose | QNN_DLC | w8a8 | Snapdragon® X2 Elite | 0.706 ms | 0 - 0 MB | NPU
142
+ | HRNetPose | QNN_DLC | w8a8 | Snapdragon® X Elite | 1.262 ms | 0 - 0 MB | NPU
143
+ | HRNetPose | QNN_DLC | w8a8 | Snapdragon® X Elite | 1.262 ms | 0 - 0 MB | NPU
144
+ | HRNetPose | QNN_DLC | w8a8 | Snapdragon® 8 Gen 3 Mobile | 0.829 ms | 0 - 133 MB | NPU
145
+ | HRNetPose | QNN_DLC | w8a8 | Qualcomm® QCS6490 | 3.672 ms | 2 - 4 MB | NPU
146
+ | HRNetPose | QNN_DLC | w8a8 | Qualcomm® QCS8275 (Proxy) | 2.855 ms | 0 - 90 MB | NPU
147
+ | HRNetPose | QNN_DLC | w8a8 | Qualcomm® QCS8550 (Proxy) | 1.132 ms | 0 - 2 MB | NPU
148
+ | HRNetPose | QNN_DLC | w8a8 | Qualcomm® SA8775P | 1.486 ms | 0 - 90 MB | NPU
149
+ | HRNetPose | QNN_DLC | w8a8 | Qualcomm® SA8775P | 1.486 ms | 0 - 90 MB | NPU
150
+ | HRNetPose | QNN_DLC | w8a8 | Qualcomm® SA8775P | 1.486 ms | 0 - 90 MB | NPU
151
+ | HRNetPose | QNN_DLC | w8a8 | Qualcomm® QCS9075 | 1.283 ms | 0 - 2 MB | NPU
152
+ | HRNetPose | QNN_DLC | w8a8 | Qualcomm® QCM6690 | 10.444 ms | 0 - 212 MB | NPU
153
+ | HRNetPose | QNN_DLC | w8a8 | Qualcomm® QCS8450 (Proxy) | 1.74 ms | 0 - 136 MB | NPU
154
+ | HRNetPose | QNN_DLC | w8a8 | Qualcomm® SA7255P | 2.855 ms | 0 - 90 MB | NPU
155
+ | HRNetPose | QNN_DLC | w8a8 | Qualcomm® SA8295P | 1.956 ms | 0 - 88 MB | NPU
156
+ | HRNetPose | QNN_DLC | w8a8 | Snapdragon® 8 Elite For Galaxy Mobile | 0.642 ms | 0 - 94 MB | NPU
157
+ | HRNetPose | QNN_DLC | w8a8 | Snapdragon® 7 Gen 4 Mobile | 1.514 ms | 0 - 90 MB | NPU
158
+ | HRNetPose | QNN_DLC | w8a8 | Snapdragon® 7 Gen 4 Mobile | 1.514 ms | 0 - 90 MB | NPU
159
+ | HRNetPose | TFLITE | float | Snapdragon® 8 Elite Gen 5 Mobile | 1.28 ms | 0 - 113 MB | NPU
160
+ | HRNetPose | TFLITE | float | Snapdragon® 8 Elite Mobile | 1.55 ms | 0 - 115 MB | NPU
161
+ | HRNetPose | TFLITE | float | Snapdragon® 8 Gen 3 Mobile | 1.986 ms | 0 - 185 MB | NPU
162
+ | HRNetPose | TFLITE | float | Qualcomm® QCS8275 (Proxy) | 14.142 ms | 0 - 111 MB | NPU
163
+ | HRNetPose | TFLITE | float | Qualcomm® QCS8550 (Proxy) | 2.781 ms | 0 - 2 MB | NPU
164
+ | HRNetPose | TFLITE | float | Qualcomm® SA8775P | 4.33 ms | 0 - 112 MB | NPU
165
+ | HRNetPose | TFLITE | float | Qualcomm® SA8775P | 4.33 ms | 0 - 112 MB | NPU
166
+ | HRNetPose | TFLITE | float | Qualcomm® SA8775P | 4.33 ms | 0 - 112 MB | NPU
167
+ | HRNetPose | TFLITE | float | Qualcomm® QCS9075 | 4.133 ms | 0 - 58 MB | NPU
168
+ | HRNetPose | TFLITE | float | Qualcomm® QCS8450 (Proxy) | 5.035 ms | 0 - 172 MB | NPU
169
+ | HRNetPose | TFLITE | float | Qualcomm® SA7255P | 14.142 ms | 0 - 111 MB | NPU
170
+ | HRNetPose | TFLITE | float | Qualcomm® SA8295P | 4.638 ms | 0 - 103 MB | NPU
171
+ | HRNetPose | TFLITE | float | Snapdragon® 8 Elite For Galaxy Mobile | 1.55 ms | 0 - 115 MB | NPU
172
+ | HRNetPose | TFLITE | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 0.502 ms | 0 - 91 MB | NPU
173
+ | HRNetPose | TFLITE | w8a8 | Snapdragon® 8 Elite Mobile | 0.596 ms | 0 - 88 MB | NPU
174
+ | HRNetPose | TFLITE | w8a8 | Snapdragon® 8 Gen 3 Mobile | 0.715 ms | 0 - 138 MB | NPU
175
+ | HRNetPose | TFLITE | w8a8 | Qualcomm® QCS6490 | 3.475 ms | 0 - 30 MB | NPU
176
+ | HRNetPose | TFLITE | w8a8 | Qualcomm® QCS8275 (Proxy) | 2.579 ms | 0 - 86 MB | NPU
177
+ | HRNetPose | TFLITE | w8a8 | Qualcomm® QCS8550 (Proxy) | 0.954 ms | 0 - 2 MB | NPU
178
+ | HRNetPose | TFLITE | w8a8 | Qualcomm® SA8775P | 1.364 ms | 0 - 89 MB | NPU
179
+ | HRNetPose | TFLITE | w8a8 | Qualcomm® SA8775P | 1.364 ms | 0 - 89 MB | NPU
180
+ | HRNetPose | TFLITE | w8a8 | Qualcomm® SA8775P | 1.364 ms | 0 - 89 MB | NPU
181
+ | HRNetPose | TFLITE | w8a8 | Qualcomm® QCS9075 | 1.082 ms | 0 - 30 MB | NPU
182
+ | HRNetPose | TFLITE | w8a8 | Qualcomm® QCM6690 | 9.614 ms | 0 - 204 MB | NPU
183
+ | HRNetPose | TFLITE | w8a8 | Qualcomm® QCS8450 (Proxy) | 1.522 ms | 0 - 140 MB | NPU
184
+ | HRNetPose | TFLITE | w8a8 | Qualcomm® SA7255P | 2.579 ms | 0 - 86 MB | NPU
185
+ | HRNetPose | TFLITE | w8a8 | Qualcomm® SA8295P | 1.767 ms | 0 - 85 MB | NPU
186
+ | HRNetPose | TFLITE | w8a8 | Snapdragon® 8 Elite For Galaxy Mobile | 0.596 ms | 0 - 88 MB | NPU
187
+ | HRNetPose | TFLITE | w8a8 | Snapdragon® 7 Gen 4 Mobile | 1.359 ms | 0 - 86 MB | NPU
188
+ | HRNetPose | TFLITE | w8a8 | Snapdragon® 7 Gen 4 Mobile | 1.359 ms | 0 - 86 MB | NPU
189
 
190
  ## License
191
  * The license for the original implementation of HRNetPose can be found
release_assets.json CHANGED
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