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v0.55.0

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See https://github.com/qualcomm/ai-hub-models/releases/v0.55.0 for changelog.

Files changed (2) hide show
  1. README.md +127 -124
  2. release_assets.json +21 -21
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/v0.54.0/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/v0.54.0/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/v0.54.0/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/v0.54.0/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/v0.54.0/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/v0.54.0/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/v0.54.0/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/v0.54.0/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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@@ -65,122 +65,125 @@ 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 | 1.216 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 | Snapdragon® 8 Elite For Galaxy Mobile | 1.5 ms | 0 - 93 MB | NPU
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- | HRNetPose | ONNX | float | Qualcomm® QCS9075 | 3.932 ms | 0 - 4 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® QCM6690 | 220.032 ms | 31 - 50 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 | w8a16 | Qualcomm® QCS9075 | 1.998 ms | 0 - 3 MB | NPU
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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 | 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
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- | HRNetPose | ONNX | w8a8 | Qualcomm® QCS8550 (Proxy) | 1.49 ms | 0 - 5 MB | NPU
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- | HRNetPose | ONNX | w8a8 | Qualcomm® QCS9075 | 1.539 ms | 0 - 3 MB | NPU
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- | HRNetPose | ONNX | w8a8 | Snapdragon® 7 Gen 4 Mobile | 58.739 ms | 9 - 31 MB | CPU
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- | HRNetPose | ONNX | w8a8 | Qualcomm® QCM6690 | 60.899 ms | 9 - 35 MB | CPU
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- | HRNetPose | ONNX | w8a8 | Snapdragon® 8 Elite For Galaxy Mobile | 0.912 ms | 0 - 124 MB | NPU
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- | HRNetPose | ONNX | w8a8 | Snapdragon® 7 Gen 4 Mobile | 58.739 ms | 9 - 31 MB | CPU
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- | HRNetPose | QNN_DLC | float | Snapdragon® 8 Elite Gen 5 Mobile | 1.267 ms | 0 - 77 MB | NPU
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- | HRNetPose | QNN_DLC | float | Snapdragon® 8 Elite Mobile | 1.567 ms | 0 - 73 MB | NPU
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- | HRNetPose | QNN_DLC | float | Snapdragon® X2 Elite | 1.657 ms | 1 - 1 MB | NPU
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- | HRNetPose | QNN_DLC | float | Snapdragon® X Elite | 2.922 ms | 1 - 1 MB | NPU
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- | HRNetPose | QNN_DLC | float | Snapdragon® X Elite | 2.922 ms | 1 - 1 MB | NPU
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- | HRNetPose | QNN_DLC | float | Snapdragon® 8 Gen 3 Mobile | 1.992 ms | 0 - 116 MB | NPU
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- | HRNetPose | QNN_DLC | float | Qualcomm® QCS8550 (Proxy) | 2.735 ms | 1 - 3 MB | NPU
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- | HRNetPose | QNN_DLC | float | Qualcomm® SA8775P | 4.312 ms | 1 - 74 MB | NPU
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- | HRNetPose | QNN_DLC | float | Qualcomm® SA8775P | 4.312 ms | 1 - 74 MB | NPU
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- | HRNetPose | QNN_DLC | float | Qualcomm® SA8775P | 4.312 ms | 1 - 74 MB | NPU
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- | HRNetPose | QNN_DLC | float | Qualcomm® QCS8450 (Proxy) | 5.013 ms | 0 - 103 MB | NPU
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- | HRNetPose | QNN_DLC | float | Qualcomm® SA7255P | 14.169 ms | 1 - 73 MB | NPU
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- | HRNetPose | QNN_DLC | float | Snapdragon® 8 Elite For Galaxy Mobile | 1.567 ms | 0 - 73 MB | NPU
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- | HRNetPose | QNN_DLC | float | Qualcomm® SA8295P | 4.59 ms | 1 - 61 MB | NPU
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- | HRNetPose | QNN_DLC | float | Qualcomm® QCS9075 | 4.107 ms | 1 - 3 MB | NPU
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- | HRNetPose | QNN_DLC | w8a16 | Snapdragon® 8 Elite Gen 5 Mobile | 0.809 ms | 0 - 101 MB | NPU
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- | HRNetPose | QNN_DLC | w8a16 | Snapdragon® 8 Elite Mobile | 0.997 ms | 0 - 101 MB | NPU
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- | HRNetPose | QNN_DLC | w8a16 | Snapdragon® X2 Elite | 1.303 ms | 0 - 0 MB | NPU
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- | HRNetPose | QNN_DLC | w8a16 | Snapdragon® X Elite | 2.105 ms | 0 - 0 MB | NPU
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- | HRNetPose | QNN_DLC | w8a16 | Snapdragon® X Elite | 2.105 ms | 0 - 0 MB | NPU
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- | HRNetPose | QNN_DLC | w8a16 | Snapdragon® 8 Gen 3 Mobile | 1.397 ms | 0 - 146 MB | NPU
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- | HRNetPose | QNN_DLC | w8a16 | Qualcomm® QCS6490 | 6.677 ms | 0 - 2 MB | NPU
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- | HRNetPose | QNN_DLC | w8a16 | Qualcomm® QCS8550 (Proxy) | 1.884 ms | 0 - 9 MB | NPU
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- | HRNetPose | QNN_DLC | w8a16 | Qualcomm® SA8775P | 2.255 ms | 0 - 102 MB | NPU
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- | HRNetPose | QNN_DLC | w8a16 | Qualcomm® SA8775P | 2.255 ms | 0 - 102 MB | NPU
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- | HRNetPose | QNN_DLC | w8a16 | Qualcomm® SA8775P | 2.255 ms | 0 - 102 MB | NPU
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- | HRNetPose | QNN_DLC | w8a16 | Qualcomm® QCM6690 | 21.183 ms | 0 - 217 MB | NPU
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- | HRNetPose | QNN_DLC | w8a16 | Qualcomm® QCS8450 (Proxy) | 2.745 ms | 0 - 150 MB | NPU
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- | HRNetPose | QNN_DLC | w8a16 | Snapdragon® 7 Gen 4 Mobile | 2.55 ms | 0 - 101 MB | NPU
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- | HRNetPose | QNN_DLC | w8a16 | Qualcomm® QCS9075 | 2.185 ms | 0 - 2 MB | NPU
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- | HRNetPose | QNN_DLC | w8a16 | Qualcomm® SA7255P | 5.164 ms | 0 - 100 MB | NPU
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- | HRNetPose | QNN_DLC | w8a16 | Snapdragon® 8 Elite For Galaxy Mobile | 0.997 ms | 0 - 101 MB | NPU
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- | HRNetPose | QNN_DLC | w8a16 | Qualcomm® SA8295P | 3.069 ms | 0 - 99 MB | NPU
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- | HRNetPose | QNN_DLC | w8a16 | Snapdragon® 7 Gen 4 Mobile | 2.55 ms | 0 - 101 MB | NPU
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- | HRNetPose | QNN_DLC | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 0.567 ms | 0 - 94 MB | NPU
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- | HRNetPose | QNN_DLC | w8a8 | Snapdragon® 8 Elite Mobile | 0.638 ms | 0 - 95 MB | NPU
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- | HRNetPose | QNN_DLC | w8a8 | Snapdragon® X2 Elite | 0.711 ms | 0 - 0 MB | NPU
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- | HRNetPose | QNN_DLC | w8a8 | Snapdragon® X Elite | 1.267 ms | 0 - 0 MB | NPU
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- | HRNetPose | QNN_DLC | w8a8 | Snapdragon® X Elite | 1.267 ms | 0 - 0 MB | NPU
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- | HRNetPose | QNN_DLC | w8a8 | Snapdragon® 8 Gen 3 Mobile | 0.819 ms | 0 - 133 MB | NPU
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- | HRNetPose | QNN_DLC | w8a8 | Qualcomm® QCS6490 | 3.719 ms | 0 - 2 MB | NPU
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- | HRNetPose | QNN_DLC | w8a8 | Qualcomm® QCS8550 (Proxy) | 1.13 ms | 0 - 2 MB | NPU
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- | HRNetPose | QNN_DLC | w8a8 | Qualcomm® SA8775P | 1.496 ms | 0 - 91 MB | NPU
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- | HRNetPose | QNN_DLC | w8a8 | Qualcomm® SA8775P | 1.496 ms | 0 - 91 MB | NPU
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- | HRNetPose | QNN_DLC | w8a8 | Qualcomm® SA8775P | 1.496 ms | 0 - 91 MB | NPU
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- | HRNetPose | QNN_DLC | w8a8 | Qualcomm® QCS9075 | 1.284 ms | 0 - 2 MB | NPU
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- | HRNetPose | QNN_DLC | w8a8 | Qualcomm® QCS8450 (Proxy) | 1.736 ms | 0 - 137 MB | NPU
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- | HRNetPose | QNN_DLC | w8a8 | Snapdragon® 7 Gen 4 Mobile | 1.509 ms | 0 - 89 MB | NPU
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- | HRNetPose | QNN_DLC | w8a8 | Qualcomm® QCM6690 | 10.435 ms | 0 - 213 MB | NPU
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- | HRNetPose | QNN_DLC | w8a8 | Snapdragon® 8 Elite For Galaxy Mobile | 0.638 ms | 0 - 95 MB | NPU
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- | HRNetPose | QNN_DLC | w8a8 | Qualcomm® SA7255P | 2.839 ms | 0 - 90 MB | NPU
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- | HRNetPose | QNN_DLC | w8a8 | Qualcomm® SA8295P | 1.964 ms | 0 - 88 MB | NPU
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- | HRNetPose | QNN_DLC | w8a8 | Snapdragon® 7 Gen 4 Mobile | 1.509 ms | 0 - 89 MB | NPU
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- | HRNetPose | TFLITE | float | Snapdragon® 8 Elite Gen 5 Mobile | 1.28 ms | 0 - 113 MB | NPU
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- | HRNetPose | TFLITE | float | Snapdragon® 8 Elite Mobile | 1.55 ms | 0 - 115 MB | NPU
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- | HRNetPose | TFLITE | float | Snapdragon® 8 Gen 3 Mobile | 1.986 ms | 0 - 185 MB | NPU
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- | HRNetPose | TFLITE | float | Qualcomm® QCS8550 (Proxy) | 2.781 ms | 0 - 2 MB | NPU
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- | HRNetPose | TFLITE | float | Qualcomm® SA8775P | 4.33 ms | 0 - 112 MB | NPU
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- | HRNetPose | TFLITE | float | Qualcomm® SA8775P | 4.33 ms | 0 - 112 MB | NPU
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- | HRNetPose | TFLITE | float | Qualcomm® SA8775P | 4.33 ms | 0 - 112 MB | NPU
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- | HRNetPose | TFLITE | float | Qualcomm® QCS8450 (Proxy) | 5.035 ms | 0 - 172 MB | NPU
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- | HRNetPose | TFLITE | float | Qualcomm® SA7255P | 14.142 ms | 0 - 111 MB | NPU
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- | HRNetPose | TFLITE | float | Snapdragon® 8 Elite For Galaxy Mobile | 1.55 ms | 0 - 115 MB | NPU
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- | HRNetPose | TFLITE | float | Qualcomm® SA8295P | 4.638 ms | 0 - 103 MB | NPU
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- | HRNetPose | TFLITE | float | Qualcomm® QCS9075 | 4.133 ms | 0 - 58 MB | NPU
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- | HRNetPose | TFLITE | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 0.502 ms | 0 - 91 MB | NPU
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- | HRNetPose | TFLITE | w8a8 | Snapdragon® 8 Elite Mobile | 0.596 ms | 0 - 88 MB | NPU
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- | HRNetPose | TFLITE | w8a8 | Snapdragon® 8 Gen 3 Mobile | 0.715 ms | 0 - 138 MB | NPU
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- | HRNetPose | TFLITE | w8a8 | Qualcomm® QCS6490 | 3.475 ms | 0 - 30 MB | NPU
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- | HRNetPose | TFLITE | w8a8 | Qualcomm® QCS8550 (Proxy) | 0.954 ms | 0 - 2 MB | NPU
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- | HRNetPose | TFLITE | w8a8 | Qualcomm® SA8775P | 1.364 ms | 0 - 89 MB | NPU
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- | HRNetPose | TFLITE | w8a8 | Qualcomm® SA8775P | 1.364 ms | 0 - 89 MB | NPU
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- | HRNetPose | TFLITE | w8a8 | Qualcomm® SA8775P | 1.364 ms | 0 - 89 MB | NPU
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- | HRNetPose | TFLITE | w8a8 | Qualcomm® QCS9075 | 1.082 ms | 0 - 30 MB | NPU
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- | HRNetPose | TFLITE | w8a8 | Qualcomm® QCS8450 (Proxy) | 1.522 ms | 0 - 140 MB | NPU
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- | HRNetPose | TFLITE | w8a8 | Snapdragon® 7 Gen 4 Mobile | 1.359 ms | 0 - 86 MB | NPU
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- | HRNetPose | TFLITE | w8a8 | Qualcomm® QCM6690 | 9.614 ms | 0 - 204 MB | NPU
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- | HRNetPose | TFLITE | w8a8 | Snapdragon® 8 Elite For Galaxy Mobile | 0.596 ms | 0 - 88 MB | NPU
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- | HRNetPose | TFLITE | w8a8 | Qualcomm® SA7255P | 2.579 ms | 0 - 86 MB | NPU
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- | HRNetPose | TFLITE | w8a8 | Qualcomm® SA8295P | 1.767 ms | 0 - 85 MB | NPU
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- | HRNetPose | TFLITE | w8a8 | Snapdragon® 7 Gen 4 Mobile | 1.359 ms | 0 - 86 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 1.25.0 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/hrnet_pose/releases/v0.55.0/hrnet_pose-onnx-float.zip)
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+ | ONNX | w8a16 | Universal | QAIRT 2.42, ONNX Runtime 1.25.0 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/hrnet_pose/releases/v0.55.0/hrnet_pose-onnx-w8a16.zip)
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+ | ONNX | w8a8 | Universal | QAIRT 2.42, ONNX Runtime 1.25.0 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/hrnet_pose/releases/v0.55.0/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/v0.55.0/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/v0.55.0/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/v0.55.0/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/v0.55.0/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/v0.55.0/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
  ## Performance Summary
66
  | Model | Runtime | Precision | Chipset | Inference Time (ms) | Peak Memory Range (MB) | Primary Compute Unit
67
  |---|---|---|---|---|---|---
68
+ | HRNetPose | ONNX | float | Snapdragon® 8 Elite Gen 5 Mobile | 1.218 ms | 1 - 90 MB | NPU
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+ | HRNetPose | ONNX | float | Snapdragon® X2 Elite | 1.324 ms | 212 - 212 MB | NPU
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+ | HRNetPose | ONNX | float | Snapdragon® X Elite | 2.399 ms | 148 - 148 MB | NPU
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+ | HRNetPose | ONNX | float | Snapdragon® 8 Gen 3 Mobile | 1.86 ms | 1 - 148 MB | NPU
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+ | HRNetPose | ONNX | float | Qualcomm® QCS8550 (Proxy) | 2.476 ms | 0 - 92 MB | NPU
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+ | HRNetPose | ONNX | float | Snapdragon® 8 Elite For Galaxy Mobile | 1.499 ms | 0 - 87 MB | NPU
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+ | HRNetPose | ONNX | float | Qualcomm® QCS9075 | 3.914 ms | 1 - 46 MB | NPU
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+ | HRNetPose | ONNX | float | Qualcomm® QCS8750 | 1.499 ms | 0 - 87 MB | NPU
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+ | HRNetPose | ONNX | float | Qualcomm® QCS7181 | 2.399 ms | 148 - 148 MB | NPU
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+ | HRNetPose | ONNX | w8a16 | Snapdragon® 8 Elite Gen 5 Mobile | 0.787 ms | 0 - 136 MB | NPU
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+ | HRNetPose | ONNX | w8a16 | Snapdragon® X2 Elite | 1.009 ms | 212 - 212 MB | NPU
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+ | HRNetPose | ONNX | w8a16 | Snapdragon® X Elite | 1.762 ms | 149 - 149 MB | NPU
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+ | HRNetPose | ONNX | w8a16 | Snapdragon® 8 Gen 3 Mobile | 1.275 ms | 0 - 208 MB | NPU
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+ | HRNetPose | ONNX | w8a16 | Qualcomm® QCS6490 | 486.005 ms | 31 - 36 MB | CPU
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+ | HRNetPose | ONNX | w8a16 | Qualcomm® QCS8550 (Proxy) | 1.719 ms | 0 - 253 MB | NPU
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+ | HRNetPose | ONNX | w8a16 | Snapdragon® 7 Gen 4 Mobile | 214.895 ms | 27 - 42 MB | CPU
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+ | HRNetPose | ONNX | w8a16 | Snapdragon® 8 Elite For Galaxy Mobile | 0.97 ms | 0 - 135 MB | NPU
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+ | HRNetPose | ONNX | w8a16 | Qualcomm® QCM6690 | 221.971 ms | 30 - 49 MB | CPU
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+ | HRNetPose | ONNX | w8a16 | Qualcomm® QCS9075 | 2.021 ms | 0 - 45 MB | NPU
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+ | HRNetPose | ONNX | w8a16 | Qualcomm® QCS7790 | 214.895 ms | 27 - 42 MB | CPU
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+ | HRNetPose | ONNX | w8a16 | Qualcomm® QCS8750 | 0.97 ms | 0 - 135 MB | NPU
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+ | HRNetPose | ONNX | w8a16 | Qualcomm® QCS7181 | 1.762 ms | 149 - 149 MB | NPU
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+ | HRNetPose | ONNX | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 0.649 ms | 0 - 127 MB | NPU
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+ | HRNetPose | ONNX | w8a8 | Snapdragon® X Elite | 1.116 ms | 149 - 149 MB | NPU
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+ | HRNetPose | ONNX | w8a8 | Snapdragon® 8 Gen 3 Mobile | 0.845 ms | 0 - 190 MB | NPU
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+ | HRNetPose | ONNX | w8a8 | Qualcomm® QCS6490 | 88.813 ms | 8 - 69 MB | CPU
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+ | HRNetPose | ONNX | w8a8 | Qualcomm® QCS8550 (Proxy) | 1.137 ms | 0 - 47 MB | NPU
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+ | HRNetPose | ONNX | w8a8 | Qualcomm® QCS9075 | 1.335 ms | 0 - 45 MB | NPU
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+ | HRNetPose | ONNX | w8a8 | Snapdragon® 7 Gen 4 Mobile | 58.333 ms | 9 - 31 MB | CPU
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+ | HRNetPose | ONNX | w8a8 | Snapdragon® 8 Elite For Galaxy Mobile | 0.724 ms | 0 - 125 MB | NPU
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+ | HRNetPose | ONNX | w8a8 | Qualcomm® QCM6690 | 60.682 ms | 9 - 36 MB | CPU
99
+ | HRNetPose | ONNX | w8a8 | Qualcomm® QCS7790 | 58.333 ms | 9 - 31 MB | CPU
100
+ | HRNetPose | ONNX | w8a8 | Qualcomm® QCS8750 | 0.724 ms | 0 - 125 MB | NPU
101
+ | HRNetPose | ONNX | w8a8 | Qualcomm® QCS7181 | 1.116 ms | 149 - 149 MB | NPU
102
+ | HRNetPose | QNN_DLC | float | Snapdragon® 8 Elite Gen 5 Mobile | 1.258 ms | 1 - 76 MB | NPU
103
+ | HRNetPose | QNN_DLC | float | Snapdragon® X Elite | 2.974 ms | 1 - 1 MB | NPU
104
+ | HRNetPose | QNN_DLC | float | Snapdragon® 8 Gen 3 Mobile | 1.991 ms | 1 - 117 MB | NPU
105
+ | HRNetPose | QNN_DLC | float | Qualcomm® QCS8275 | 14.154 ms | 1 - 73 MB | NPU
106
+ | HRNetPose | QNN_DLC | float | Qualcomm® QCS8550 (Proxy) | 2.733 ms | 1 - 2 MB | NPU
107
+ | HRNetPose | QNN_DLC | float | Qualcomm® SA8775P | 4.318 ms | 1 - 75 MB | NPU
108
+ | HRNetPose | QNN_DLC | float | Qualcomm® SA8650P | 4.318 ms | 1 - 75 MB | NPU
109
+ | HRNetPose | QNN_DLC | float | Qualcomm® SA8255P | 4.318 ms | 1 - 75 MB | NPU
110
+ | HRNetPose | QNN_DLC | float | Snapdragon® 8 Elite For Galaxy Mobile | 1.566 ms | 0 - 73 MB | NPU
111
+ | HRNetPose | QNN_DLC | float | Qualcomm® QCS8450 (Proxy) | 5.021 ms | 0 - 102 MB | NPU
112
+ | HRNetPose | QNN_DLC | float | Qualcomm® SA7255P | 14.154 ms | 1 - 73 MB | NPU
113
+ | HRNetPose | QNN_DLC | float | Qualcomm® QCS9075 | 4.113 ms | 1 - 3 MB | NPU
114
+ | HRNetPose | QNN_DLC | float | Qualcomm® SA8295P | 4.588 ms | 1 - 61 MB | NPU
115
+ | HRNetPose | QNN_DLC | float | Qualcomm® QCS8750 | 1.566 ms | 0 - 73 MB | NPU
116
+ | HRNetPose | QNN_DLC | float | Qualcomm® QCS7181 | 2.974 ms | 1 - 1 MB | NPU
117
+ | HRNetPose | QNN_DLC | w8a16 | Snapdragon® 8 Elite Gen 5 Mobile | 0.81 ms | 0 - 101 MB | NPU
118
+ | HRNetPose | QNN_DLC | w8a16 | Snapdragon® X2 Elite | 1.297 ms | 0 - 0 MB | NPU
119
+ | HRNetPose | QNN_DLC | w8a16 | Snapdragon® X Elite | 2.11 ms | 0 - 0 MB | NPU
120
+ | HRNetPose | QNN_DLC | w8a16 | Snapdragon® 8 Gen 3 Mobile | 1.385 ms | 0 - 145 MB | NPU
121
+ | HRNetPose | QNN_DLC | w8a16 | Qualcomm® QCS6490 | 6.543 ms | 0 - 2 MB | NPU
122
+ | HRNetPose | QNN_DLC | w8a16 | Qualcomm® QCS8275 | 5.168 ms | 0 - 99 MB | NPU
123
+ | HRNetPose | QNN_DLC | w8a16 | Qualcomm® QCS8550 (Proxy) | 1.909 ms | 0 - 167 MB | NPU
124
+ | HRNetPose | QNN_DLC | w8a16 | Qualcomm® SA8775P | 2.262 ms | 0 - 103 MB | NPU
125
+ | HRNetPose | QNN_DLC | w8a16 | Qualcomm® SA8650P | 2.262 ms | 0 - 103 MB | NPU
126
+ | HRNetPose | QNN_DLC | w8a16 | Qualcomm® SA8255P | 2.262 ms | 0 - 103 MB | NPU
127
+ | HRNetPose | QNN_DLC | w8a16 | Snapdragon® 7 Gen 4 Mobile | 2.526 ms | 0 - 100 MB | NPU
128
+ | HRNetPose | QNN_DLC | w8a16 | Snapdragon® 8 Elite For Galaxy Mobile | 0.999 ms | 0 - 100 MB | NPU
129
+ | HRNetPose | QNN_DLC | w8a16 | Qualcomm® QCM6690 | 21.525 ms | 0 - 218 MB | NPU
130
+ | HRNetPose | QNN_DLC | w8a16 | Qualcomm® SA7255P | 5.168 ms | 0 - 99 MB | NPU
131
+ | HRNetPose | QNN_DLC | w8a16 | Qualcomm® SA8295P | 3.066 ms | 0 - 98 MB | NPU
132
+ | HRNetPose | QNN_DLC | w8a16 | Qualcomm® QCS9075 | 2.183 ms | 0 - 2 MB | NPU
133
+ | HRNetPose | QNN_DLC | w8a16 | Qualcomm® QCS8450 (Proxy) | 2.705 ms | 0 - 147 MB | NPU
134
+ | HRNetPose | QNN_DLC | w8a16 | Qualcomm® QCS7790 | 2.526 ms | 0 - 100 MB | NPU
135
+ | HRNetPose | QNN_DLC | w8a16 | Qualcomm® QCS8750 | 0.999 ms | 0 - 100 MB | NPU
136
+ | HRNetPose | QNN_DLC | w8a16 | Qualcomm® QCS7181 | 2.11 ms | 0 - 0 MB | NPU
137
+ | HRNetPose | QNN_DLC | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 0.565 ms | 0 - 95 MB | NPU
138
+ | HRNetPose | QNN_DLC | w8a8 | Snapdragon® X2 Elite | 0.676 ms | 0 - 0 MB | NPU
139
+ | HRNetPose | QNN_DLC | w8a8 | Snapdragon® X Elite | 1.236 ms | 0 - 0 MB | NPU
140
+ | HRNetPose | QNN_DLC | w8a8 | Snapdragon® 8 Gen 3 Mobile | 0.828 ms | 0 - 134 MB | NPU
141
+ | HRNetPose | QNN_DLC | w8a8 | Qualcomm® QCS6490 | 3.639 ms | 0 - 2 MB | NPU
142
+ | HRNetPose | QNN_DLC | w8a8 | Qualcomm® QCS8275 | 2.819 ms | 0 - 90 MB | NPU
143
+ | HRNetPose | QNN_DLC | w8a8 | Qualcomm® QCS8550 (Proxy) | 1.14 ms | 0 - 2 MB | NPU
144
+ | HRNetPose | QNN_DLC | w8a8 | Qualcomm® SA8775P | 1.496 ms | 0 - 92 MB | NPU
145
+ | HRNetPose | QNN_DLC | w8a8 | Qualcomm® SA8650P | 1.496 ms | 0 - 92 MB | NPU
146
+ | HRNetPose | QNN_DLC | w8a8 | Qualcomm® SA8255P | 1.496 ms | 0 - 92 MB | NPU
147
+ | HRNetPose | QNN_DLC | w8a8 | Qualcomm® QCS9075 | 1.28 ms | 0 - 2 MB | NPU
148
+ | HRNetPose | QNN_DLC | w8a8 | Qualcomm® QCS8450 (Proxy) | 1.717 ms | 0 - 135 MB | NPU
149
+ | HRNetPose | QNN_DLC | w8a8 | Snapdragon® 7 Gen 4 Mobile | 1.511 ms | 0 - 89 MB | NPU
150
+ | HRNetPose | QNN_DLC | w8a8 | Snapdragon® 8 Elite For Galaxy Mobile | 0.642 ms | 0 - 92 MB | NPU
151
+ | HRNetPose | QNN_DLC | w8a8 | Qualcomm® QCM6690 | 10.438 ms | 0 - 214 MB | NPU
152
+ | HRNetPose | QNN_DLC | w8a8 | Qualcomm® SA8295P | 1.956 ms | 0 - 88 MB | NPU
153
+ | HRNetPose | QNN_DLC | w8a8 | Qualcomm® SA7255P | 2.819 ms | 0 - 90 MB | NPU
154
+ | HRNetPose | QNN_DLC | w8a8 | Qualcomm® QCS7790 | 1.511 ms | 0 - 89 MB | NPU
155
+ | HRNetPose | QNN_DLC | w8a8 | Qualcomm® QCS8750 | 0.642 ms | 0 - 92 MB | NPU
156
+ | HRNetPose | QNN_DLC | w8a8 | Qualcomm® QCS7181 | 1.236 ms | 0 - 0 MB | NPU
157
+ | HRNetPose | TFLITE | float | Snapdragon® 8 Elite Gen 5 Mobile | 1.273 ms | 0 - 114 MB | NPU
158
+ | HRNetPose | TFLITE | float | Snapdragon® 8 Gen 3 Mobile | 1.99 ms | 0 - 182 MB | NPU
159
+ | HRNetPose | TFLITE | float | Qualcomm® QCS8275 | 14.164 ms | 0 - 112 MB | NPU
160
+ | HRNetPose | TFLITE | float | Qualcomm® QCS8550 (Proxy) | 2.777 ms | 0 - 2 MB | NPU
161
+ | HRNetPose | TFLITE | float | Qualcomm® SA8775P | 4.332 ms | 0 - 114 MB | NPU
162
+ | HRNetPose | TFLITE | float | Qualcomm® SA8650P | 4.332 ms | 0 - 114 MB | NPU
163
+ | HRNetPose | TFLITE | float | Qualcomm® SA8255P | 4.332 ms | 0 - 114 MB | NPU
164
+ | HRNetPose | TFLITE | float | Snapdragon® 8 Elite For Galaxy Mobile | 1.553 ms | 0 - 113 MB | NPU
165
+ | HRNetPose | TFLITE | float | Qualcomm® QCS8450 (Proxy) | 5.035 ms | 0 - 174 MB | NPU
166
+ | HRNetPose | TFLITE | float | Qualcomm® SA7255P | 14.164 ms | 0 - 112 MB | NPU
167
+ | HRNetPose | TFLITE | float | Qualcomm® QCS9075 | 4.131 ms | 0 - 58 MB | NPU
168
+ | HRNetPose | TFLITE | float | Qualcomm® SA8295P | 4.644 ms | 0 - 101 MB | NPU
169
+ | HRNetPose | TFLITE | float | Qualcomm® QCS8750 | 1.553 ms | 0 - 113 MB | NPU
170
+ | HRNetPose | TFLITE | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 0.511 ms | 0 - 91 MB | NPU
171
+ | HRNetPose | TFLITE | w8a8 | Snapdragon® 8 Gen 3 Mobile | 0.724 ms | 0 - 142 MB | NPU
172
+ | HRNetPose | TFLITE | w8a8 | Qualcomm® QCS6490 | 3.477 ms | 0 - 30 MB | NPU
173
+ | HRNetPose | TFLITE | w8a8 | Qualcomm® QCS8275 | 2.569 ms | 0 - 87 MB | NPU
174
+ | HRNetPose | TFLITE | w8a8 | Qualcomm® QCS8550 (Proxy) | 0.985 ms | 0 - 11 MB | NPU
175
+ | HRNetPose | TFLITE | w8a8 | Qualcomm® SA8775P | 1.351 ms | 0 - 89 MB | NPU
176
+ | HRNetPose | TFLITE | w8a8 | Qualcomm® SA8650P | 1.351 ms | 0 - 89 MB | NPU
177
+ | HRNetPose | TFLITE | w8a8 | Qualcomm® SA8255P | 1.351 ms | 0 - 89 MB | NPU
178
+ | HRNetPose | TFLITE | w8a8 | Qualcomm® QCS9075 | 1.071 ms | 0 - 30 MB | NPU
179
+ | HRNetPose | TFLITE | w8a8 | Qualcomm® QCS8450 (Proxy) | 1.528 ms | 0 - 142 MB | NPU
180
+ | HRNetPose | TFLITE | w8a8 | Snapdragon® 7 Gen 4 Mobile | 1.358 ms | 0 - 85 MB | NPU
181
+ | HRNetPose | TFLITE | w8a8 | Snapdragon® 8 Elite For Galaxy Mobile | 0.595 ms | 0 - 88 MB | NPU
182
+ | HRNetPose | TFLITE | w8a8 | Qualcomm® QCM6690 | 9.627 ms | 0 - 206 MB | NPU
183
+ | HRNetPose | TFLITE | w8a8 | Qualcomm® SA8295P | 1.759 ms | 0 - 85 MB | NPU
184
+ | HRNetPose | TFLITE | w8a8 | Qualcomm® SA7255P | 2.569 ms | 0 - 87 MB | NPU
185
+ | HRNetPose | TFLITE | w8a8 | Qualcomm® QCS7790 | 1.358 ms | 0 - 85 MB | NPU
186
+ | HRNetPose | TFLITE | w8a8 | Qualcomm® QCS8750 | 0.595 ms | 0 - 88 MB | NPU
187
 
188
  ## License
189
  * The license for the original implementation of HRNetPose can be found
release_assets.json CHANGED
@@ -1,68 +1,68 @@
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- "w8a16": {
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