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HRNetPose

Keypoint Detection
PyTorch
bu_auto
android
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v0.61.0

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See https://github.com/qualcomm/ai-hub-models/releases/v0.61.0 for changelog.

Files changed (2) hide show
  1. README.md +149 -149
  2. release_assets.json +9 -9
README.md CHANGED
@@ -1,6 +1,6 @@
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  ---
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  library_name: pytorch
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- license: other
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  tags:
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  - bu_auto
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  - android
@@ -15,7 +15,7 @@ pipeline_tag: keypoint-detection
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  HRNet performs pose estimation in high-resolution representations.
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  This is based on the implementation of HRNetPose found [here](https://github.com/leoxiaobin/deep-high-resolution-net.pytorch).
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- This repository contains pre-exported model files optimized for Qualcomm® devices. You can use the [Qualcomm® AI Hub Models](https://github.com/qualcomm/ai-hub-models/blob/v0.60.0/src/qai_hub_models/models/hrnet_pose) library to export with custom configurations. More details on model performance across various devices, can be found [here](#performance-summary).
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  Qualcomm AI Hub Models uses [Qualcomm AI Hub Workbench](https://workbench.aihub.qualcomm.com) to compile, profile, and evaluate this model. [Sign up](https://myaccount.qualcomm.com/signup) to run these models on a hosted Qualcomm® device.
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@@ -28,28 +28,28 @@ 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 2.45, ONNX Runtime 1.27.1 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/hrnet_pose/releases/v0.60.0/hrnet_pose-onnx-float.zip)
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- | ONNX | w8a16 | Universal | QAIRT 2.45, ONNX Runtime 1.27.1 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/hrnet_pose/releases/v0.60.0/hrnet_pose-onnx-w8a16.zip)
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- | ONNX | w8a8 | Universal | QAIRT 2.45, ONNX Runtime 1.27.1 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/hrnet_pose/releases/v0.60.0/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/v0.60.0/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/v0.60.0/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/v0.60.0/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/v0.60.0/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/v0.60.0/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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  ### Option 2: Export with Custom Configurations
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- Use the [Qualcomm® AI Hub Models](https://github.com/qualcomm/ai-hub-models/blob/v0.60.0/src/qai_hub_models/models/hrnet_pose) Python library to compile and export the model with your own:
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  - Custom weights (e.g., fine-tuned checkpoints)
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  - Custom input shapes
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  - Target device and runtime configurations
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  This option is ideal if you need to customize the model beyond the default configuration provided here.
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- See our repository for [HRNetPose on GitHub](https://github.com/qualcomm/ai-hub-models/blob/v0.60.0/src/qai_hub_models/models/hrnet_pose) for usage instructions.
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  ## Model Details
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@@ -65,146 +65,146 @@ 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® X2 Elite | 1.329 ms | 2 - 2 MB | NPU
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- | HRNetPose | ONNX | float | Snapdragon® X Elite | 2.412 ms | 55 - 55 MB | NPU
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- | HRNetPose | ONNX | float | Snapdragon® 8 Gen 3 Mobile | 1.855 ms | 0 - 143 MB | NPU
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- | HRNetPose | ONNX | float | Snapdragon® 8 Gen 1 Mobile | 4.326 ms | 0 - 131 MB | NPU
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- | HRNetPose | ONNX | float | Qualcomm® Dragonwing™ IQ-8275 | 4.31 ms | 0 - 5 MB | NPU
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- | HRNetPose | ONNX | float | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 2.438 ms | 0 - 73 MB | NPU
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- | HRNetPose | ONNX | float | Qualcomm® QCS8450 | 4.326 ms | 0 - 131 MB | NPU
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- | HRNetPose | ONNX | float | Qualcomm® Dragonwing™ IQ-9075 | 3.886 ms | 0 - 4 MB | NPU
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- | HRNetPose | ONNX | float | Qualcomm® Dragonwing™ IQ-X7181 | 2.412 ms | 55 - 55 MB | NPU
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- | HRNetPose | ONNX | float | Qualcomm® Dragonwing™ Q-8750 | 1.451 ms | 0 - 89 MB | NPU
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- | HRNetPose | ONNX | float | Snapdragon® 8 Elite Mobile | 1.451 ms | 0 - 89 MB | NPU
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- | HRNetPose | ONNX | float | Snapdragon® 8 Elite Gen 5 Mobile | 1.243 ms | 0 - 91 MB | NPU
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- | HRNetPose | ONNX | w8a16 | Snapdragon® X2 Elite | 1.004 ms | 1 - 1 MB | NPU
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- | HRNetPose | ONNX | w8a16 | Snapdragon® X Elite | 1.749 ms | 29 - 29 MB | NPU
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- | HRNetPose | ONNX | w8a16 | Snapdragon® 8 Gen 3 Mobile | 1.228 ms | 0 - 198 MB | NPU
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- | HRNetPose | ONNX | w8a16 | Snapdragon® 8 Gen 1 Mobile | 2.459 ms | 0 - 200 MB | NPU
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- | HRNetPose | ONNX | w8a16 | Qualcomm® Dragonwing™ QCS6490 | 8.217 ms | 0 - 3 MB | NPU
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- | HRNetPose | ONNX | w8a16 | Qualcomm® Dragonwing™ IQ-8275 | 1.937 ms | 0 - 4 MB | NPU
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- | HRNetPose | ONNX | w8a16 | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 1.712 ms | 0 - 35 MB | NPU
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- | HRNetPose | ONNX | w8a16 | Qualcomm® QCS8450 | 2.459 ms | 0 - 200 MB | NPU
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- | HRNetPose | ONNX | w8a16 | Qualcomm® Dragonwing™ IQ-9075 | 1.922 ms | 0 - 3 MB | NPU
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- | HRNetPose | ONNX | w8a16 | Qualcomm® Dragonwing™ IQ-X7181 | 1.749 ms | 29 - 29 MB | NPU
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- | HRNetPose | ONNX | w8a16 | Qualcomm® Dragonwing™ Q-6690 | 20.858 ms | 3 - 252 MB | NPU
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- | HRNetPose | ONNX | w8a16 | Qualcomm® Dragonwing™ Q-7790 | 2.322 ms | 0 - 135 MB | NPU
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- | HRNetPose | ONNX | w8a16 | Qualcomm® Dragonwing™ Q-8750 | 0.971 ms | 0 - 133 MB | NPU
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- | HRNetPose | ONNX | w8a16 | Snapdragon® 8 Elite Mobile | 0.971 ms | 0 - 133 MB | NPU
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- | HRNetPose | ONNX | w8a16 | Snapdragon® 8 Elite Gen 5 Mobile | 0.811 ms | 0 - 132 MB | NPU
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- | HRNetPose | ONNX | w8a16 | Snapdragon® 7 Gen 4 Mobile | 2.322 ms | 0 - 135 MB | NPU
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- | HRNetPose | ONNX | w8a8 | Snapdragon® X2 Elite | 0.568 ms | 1 - 1 MB | NPU
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- | HRNetPose | ONNX | w8a8 | Snapdragon® X Elite | 1.11 ms | 28 - 28 MB | NPU
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- | HRNetPose | ONNX | w8a8 | Snapdragon® 8 Gen 3 Mobile | 0.858 ms | 0 - 185 MB | NPU
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- | HRNetPose | ONNX | w8a8 | Snapdragon® 8 Gen 1 Mobile | 1.759 ms | 0 - 188 MB | NPU
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- | HRNetPose | ONNX | w8a8 | Qualcomm® Dragonwing™ QCS6490 | 4.844 ms | 0 - 3 MB | NPU
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- | HRNetPose | ONNX | w8a8 | Qualcomm® Dragonwing™ IQ-8275 | 1.359 ms | 0 - 4 MB | NPU
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- | HRNetPose | ONNX | w8a8 | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 1.139 ms | 0 - 30 MB | NPU
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- | HRNetPose | ONNX | w8a8 | Qualcomm® QCS8450 | 1.759 ms | 0 - 188 MB | NPU
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- | HRNetPose | ONNX | w8a8 | Qualcomm® Dragonwing™ IQ-9075 | 1.373 ms | 0 - 3 MB | NPU
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- | HRNetPose | ONNX | w8a8 | Qualcomm® Dragonwing™ IQ-X7181 | 1.11 ms | 28 - 28 MB | NPU
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- | HRNetPose | ONNX | w8a8 | Qualcomm® Dragonwing™ Q-6690 | 10.41 ms | 0 - 238 MB | NPU
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- | HRNetPose | ONNX | w8a8 | Qualcomm® Dragonwing™ Q-7790 | 1.502 ms | 0 - 124 MB | NPU
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- | HRNetPose | ONNX | w8a8 | Qualcomm® Dragonwing™ Q-8750 | 0.72 ms | 0 - 123 MB | NPU
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- | HRNetPose | ONNX | w8a8 | Snapdragon® 8 Elite Mobile | 0.72 ms | 0 - 123 MB | NPU
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- | HRNetPose | ONNX | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 0.646 ms | 0 - 126 MB | NPU
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- | HRNetPose | ONNX | w8a8 | Snapdragon® 7 Gen 4 Mobile | 1.502 ms | 0 - 124 MB | NPU
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- | HRNetPose | QNN_DLC | float | Snapdragon® X2 Elite | 1.665 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 | 1.978 ms | 0 - 113 MB | NPU
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- | HRNetPose | QNN_DLC | float | Snapdragon® 8 Gen 1 Mobile | 5.046 ms | 1 - 106 MB | NPU
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- | HRNetPose | QNN_DLC | float | Qualcomm® Dragonwing™ IQ-8275 | 4.377 ms | 1 - 4 MB | NPU
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- | HRNetPose | QNN_DLC | float | Qualcomm® Dragonwing™ IQ-8275 | 14.171 ms | 1 - 73 MB | NPU
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- | HRNetPose | QNN_DLC | float | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 2.73 ms | 1 - 114 MB | NPU
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- | HRNetPose | QNN_DLC | float | Qualcomm® SA8775P | 4.302 ms | 1 - 75 MB | NPU
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- | HRNetPose | QNN_DLC | float | Qualcomm® SA8650P | 4.302 ms | 1 - 75 MB | NPU
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- | HRNetPose | QNN_DLC | float | Qualcomm® SA8255P | 4.302 ms | 1 - 75 MB | NPU
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- | HRNetPose | QNN_DLC | float | Qualcomm® QCS8450 | 5.046 ms | 1 - 106 MB | NPU
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- | HRNetPose | QNN_DLC | float | Qualcomm® Dragonwing™ IQ-9075 | 4.063 ms | 3 - 5 MB | NPU
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- | HRNetPose | QNN_DLC | float | Qualcomm® Dragonwing™ IQ-X7181 | 2.954 ms | 1 - 1 MB | NPU
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- | HRNetPose | QNN_DLC | float | Qualcomm® Dragonwing™ Q-8750 | 1.568 ms | 1 - 73 MB | NPU
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- | HRNetPose | QNN_DLC | float | Qualcomm® SA7255P | 14.171 ms | 1 - 73 MB | NPU
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- | HRNetPose | QNN_DLC | float | Qualcomm® SA8295P | 4.591 ms | 0 - 65 MB | NPU
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- | HRNetPose | QNN_DLC | float | Snapdragon® 8 Elite Mobile | 1.568 ms | 1 - 73 MB | NPU
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- | HRNetPose | QNN_DLC | float | Snapdragon® 8 Elite Gen 5 Mobile | 1.294 ms | 1 - 76 MB | NPU
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- | HRNetPose | QNN_DLC | w8a16 | Snapdragon® X2 Elite | 1.324 ms | 0 - 0 MB | NPU
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- | HRNetPose | QNN_DLC | w8a16 | Snapdragon® X Elite | 2.122 ms | 0 - 0 MB | NPU
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- | HRNetPose | QNN_DLC | w8a16 | Snapdragon® 8 Gen 3 Mobile | 1.384 ms | 0 - 144 MB | NPU
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- | HRNetPose | QNN_DLC | w8a16 | Snapdragon® 8 Gen 1 Mobile | 2.696 ms | 0 - 148 MB | NPU
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- | HRNetPose | QNN_DLC | w8a16 | Qualcomm® Dragonwing™ QCS6490 | 8.5 ms | 0 - 2 MB | NPU
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- | HRNetPose | QNN_DLC | w8a16 | Qualcomm® Dragonwing™ IQ-8275 | 2.078 ms | 0 - 3 MB | NPU
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- | HRNetPose | QNN_DLC | w8a16 | Qualcomm® Dragonwing™ IQ-8275 | 5.128 ms | 0 - 100 MB | NPU
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- | HRNetPose | QNN_DLC | w8a16 | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 1.89 ms | 0 - 2 MB | NPU
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- | HRNetPose | QNN_DLC | w8a16 | Qualcomm® SA8775P | 2.258 ms | 0 - 102 MB | NPU
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- | HRNetPose | QNN_DLC | w8a16 | Qualcomm® SA8650P | 2.258 ms | 0 - 102 MB | NPU
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- | HRNetPose | QNN_DLC | w8a16 | Qualcomm® SA8255P | 2.258 ms | 0 - 102 MB | NPU
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- | HRNetPose | QNN_DLC | w8a16 | Qualcomm® QCS8450 | 2.696 ms | 0 - 148 MB | NPU
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- | HRNetPose | QNN_DLC | w8a16 | Qualcomm® Dragonwing™ IQ-9075 | 2.164 ms | 0 - 2 MB | NPU
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- | HRNetPose | QNN_DLC | w8a16 | Qualcomm® Dragonwing™ IQ-X7181 | 2.122 ms | 0 - 0 MB | NPU
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- | HRNetPose | QNN_DLC | w8a16 | Qualcomm® Dragonwing™ Q-6690 | 21.718 ms | 0 - 217 MB | NPU
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- | HRNetPose | QNN_DLC | w8a16 | Qualcomm® Dragonwing™ Q-7790 | 2.559 ms | 0 - 100 MB | NPU
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- | HRNetPose | QNN_DLC | w8a16 | Qualcomm® Dragonwing™ Q-8750 | 1.014 ms | 0 - 101 MB | NPU
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- | HRNetPose | QNN_DLC | w8a16 | Qualcomm® SA7255P | 5.128 ms | 0 - 100 MB | NPU
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- | HRNetPose | QNN_DLC | w8a16 | Qualcomm® SA8295P | 3.08 ms | 0 - 98 MB | NPU
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- | HRNetPose | QNN_DLC | w8a16 | Snapdragon® 8 Elite Mobile | 1.014 ms | 0 - 101 MB | NPU
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- | HRNetPose | QNN_DLC | w8a16 | Snapdragon® 8 Elite Gen 5 Mobile | 0.836 ms | 0 - 102 MB | NPU
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- | HRNetPose | QNN_DLC | w8a16 | Snapdragon® 7 Gen 4 Mobile | 2.559 ms | 0 - 100 MB | NPU
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- | HRNetPose | QNN_DLC | w8a8 | Snapdragon® X2 Elite | 0.686 ms | 0 - 0 MB | NPU
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  | HRNetPose | QNN_DLC | w8a8 | Snapdragon® X Elite | 1.266 ms | 0 - 0 MB | NPU
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- | HRNetPose | QNN_DLC | w8a8 | Snapdragon® 8 Gen 3 Mobile | 0.85 ms | 0 - 136 MB | NPU
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- | HRNetPose | QNN_DLC | w8a8 | Snapdragon® 8 Gen 1 Mobile | 1.734 ms | 0 - 135 MB | NPU
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- | HRNetPose | QNN_DLC | w8a8 | Qualcomm® Dragonwing™ QCS6490 | 5.465 ms | 2 - 4 MB | NPU
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  | HRNetPose | QNN_DLC | w8a8 | Qualcomm® Dragonwing™ IQ-8275 | 1.276 ms | 0 - 3 MB | NPU
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- | HRNetPose | QNN_DLC | w8a8 | Qualcomm® Dragonwing™ IQ-8275 | 2.858 ms | 0 - 90 MB | NPU
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- | HRNetPose | QNN_DLC | w8a8 | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 1.126 ms | 0 - 2 MB | NPU
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- | HRNetPose | QNN_DLC | w8a8 | Qualcomm® SA8775P | 1.481 ms | 0 - 90 MB | NPU
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- | HRNetPose | QNN_DLC | w8a8 | Qualcomm® SA8650P | 1.481 ms | 0 - 90 MB | NPU
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- | HRNetPose | QNN_DLC | w8a8 | Qualcomm® SA8255P | 1.481 ms | 0 - 90 MB | NPU
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- | HRNetPose | QNN_DLC | w8a8 | Qualcomm® QCS8450 | 1.734 ms | 0 - 135 MB | NPU
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- | HRNetPose | QNN_DLC | w8a8 | Qualcomm® Dragonwing™ IQ-9075 | 1.33 ms | 2 - 4 MB | NPU
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  | HRNetPose | QNN_DLC | w8a8 | Qualcomm® Dragonwing™ IQ-X7181 | 1.266 ms | 0 - 0 MB | NPU
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- | HRNetPose | QNN_DLC | w8a8 | Qualcomm® Dragonwing™ Q-6690 | 10.462 ms | 0 - 214 MB | NPU
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- | HRNetPose | QNN_DLC | w8a8 | Qualcomm® Dragonwing™ Q-7790 | 1.507 ms | 0 - 89 MB | NPU
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- | HRNetPose | QNN_DLC | w8a8 | Qualcomm® Dragonwing™ Q-8750 | 0.635 ms | 0 - 92 MB | NPU
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- | HRNetPose | QNN_DLC | w8a8 | Qualcomm® SA7255P | 2.858 ms | 0 - 90 MB | NPU
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- | HRNetPose | QNN_DLC | w8a8 | Qualcomm® SA8295P | 1.947 ms | 0 - 88 MB | NPU
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- | HRNetPose | QNN_DLC | w8a8 | Snapdragon® 8 Elite Mobile | 0.635 ms | 0 - 92 MB | NPU
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- | HRNetPose | QNN_DLC | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 0.561 ms | 0 - 94 MB | NPU
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- | HRNetPose | QNN_DLC | w8a8 | Snapdragon® 7 Gen 4 Mobile | 1.507 ms | 0 - 89 MB | NPU
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- | HRNetPose | TFLITE | float | Snapdragon® 8 Gen 3 Mobile | 1.996 ms | 0 - 182 MB | NPU
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- | HRNetPose | TFLITE | float | Snapdragon® 8 Gen 1 Mobile | 5.015 ms | 0 - 173 MB | NPU
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- | HRNetPose | TFLITE | float | Qualcomm® Dragonwing™ IQ-8275 | 4.371 ms | 0 - 59 MB | NPU
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- | HRNetPose | TFLITE | float | Qualcomm® Dragonwing™ IQ-8275 | 14.154 ms | 0 - 112 MB | NPU
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- | HRNetPose | TFLITE | float | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 2.778 ms | 0 - 2 MB | NPU
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- | HRNetPose | TFLITE | float | Qualcomm® SA8775P | 4.36 ms | 0 - 114 MB | NPU
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- | HRNetPose | TFLITE | float | Qualcomm® SA8650P | 4.36 ms | 0 - 114 MB | NPU
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- | HRNetPose | TFLITE | float | Qualcomm® SA8255P | 4.36 ms | 0 - 114 MB | NPU
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- | HRNetPose | TFLITE | float | Qualcomm® QCS8450 | 5.015 ms | 0 - 173 MB | NPU
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- | HRNetPose | TFLITE | float | Qualcomm® Dragonwing™ IQ-9075 | 4.097 ms | 0 - 58 MB | NPU
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- | HRNetPose | TFLITE | float | Qualcomm® Dragonwing™ Q-8750 | 1.552 ms | 0 - 114 MB | NPU
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- | HRNetPose | TFLITE | float | Qualcomm® SA7255P | 14.154 ms | 0 - 112 MB | NPU
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- | HRNetPose | TFLITE | float | Qualcomm® SA8295P | 4.641 ms | 0 - 102 MB | NPU
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- | HRNetPose | TFLITE | float | Snapdragon® 8 Elite Mobile | 1.552 ms | 0 - 114 MB | NPU
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- | HRNetPose | TFLITE | float | Snapdragon® 8 Elite Gen 5 Mobile | 1.299 ms | 0 - 115 MB | NPU
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- | HRNetPose | TFLITE | w8a8 | Snapdragon® 8 Gen 3 Mobile | 0.718 ms | 0 - 139 MB | NPU
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- | HRNetPose | TFLITE | w8a8 | Snapdragon® 8 Gen 1 Mobile | 1.528 ms | 0 - 143 MB | NPU
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- | HRNetPose | TFLITE | w8a8 | Qualcomm® Dragonwing™ QCS6490 | 5.234 ms | 0 - 30 MB | NPU
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- | HRNetPose | TFLITE | w8a8 | Qualcomm® Dragonwing™ IQ-8275 | 1.137 ms | 0 - 31 MB | NPU
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- | HRNetPose | TFLITE | w8a8 | Qualcomm® Dragonwing™ IQ-8275 | 2.586 ms | 0 - 86 MB | NPU
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- | HRNetPose | TFLITE | w8a8 | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 0.953 ms | 0 - 3 MB | NPU
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- | HRNetPose | TFLITE | w8a8 | Qualcomm® SA8775P | 1.339 ms | 0 - 89 MB | NPU
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- | HRNetPose | TFLITE | w8a8 | Qualcomm® SA8650P | 1.339 ms | 0 - 89 MB | NPU
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- | HRNetPose | TFLITE | w8a8 | Qualcomm® SA8255P | 1.339 ms | 0 - 89 MB | NPU
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- | HRNetPose | TFLITE | w8a8 | Qualcomm® QCS8450 | 1.528 ms | 0 - 143 MB | NPU
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- | HRNetPose | TFLITE | w8a8 | Qualcomm® Dragonwing™ IQ-9075 | 1.173 ms | 0 - 30 MB | NPU
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- | HRNetPose | TFLITE | w8a8 | Qualcomm® Dragonwing™ Q-6690 | 9.622 ms | 0 - 204 MB | NPU
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- | HRNetPose | TFLITE | w8a8 | Qualcomm® Dragonwing™ Q-7790 | 1.361 ms | 0 - 85 MB | NPU
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- | HRNetPose | TFLITE | w8a8 | Qualcomm® Dragonwing™ Q-8750 | 0.591 ms | 0 - 89 MB | NPU
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- | HRNetPose | TFLITE | w8a8 | Qualcomm® SA7255P | 2.586 ms | 0 - 86 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 Mobile | 0.591 ms | 0 - 89 MB | NPU
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- | HRNetPose | TFLITE | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 0.516 ms | 0 - 91 MB | NPU
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- | HRNetPose | TFLITE | w8a8 | Snapdragon® 7 Gen 4 Mobile | 1.361 ms | 0 - 85 MB | NPU
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209
  ## License
210
  * The license for the original implementation of HRNetPose can be found
 
1
  ---
2
  library_name: pytorch
3
+ license: mit
4
  tags:
5
  - bu_auto
6
  - android
 
15
  HRNet performs pose estimation in high-resolution representations.
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17
  This is based on the implementation of HRNetPose found [here](https://github.com/leoxiaobin/deep-high-resolution-net.pytorch).
18
+ This repository contains pre-exported model files optimized for Qualcomm® devices. You can use the [Qualcomm® AI Hub Models](https://github.com/qualcomm/ai-hub-models/blob/v0.61.0/src/qai_hub_models/models/hrnet_pose) library to export with custom configurations. More details on model performance across various devices, can be found [here](#performance-summary).
19
 
20
  Qualcomm AI Hub Models uses [Qualcomm AI Hub Workbench](https://workbench.aihub.qualcomm.com) to compile, profile, and evaluate this model. [Sign up](https://myaccount.qualcomm.com/signup) to run these models on a hosted Qualcomm® device.
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29
  | Runtime | Precision | Chipset | SDK Versions | Download |
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  |---|---|---|---|---|
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+ | ONNX | float | Universal | QAIRT 2.45, ONNX Runtime 1.27.1 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/hrnet_pose/releases/v0.61.0/hrnet_pose-onnx-float.zip)
32
+ | ONNX | w8a16 | Universal | QAIRT 2.45, ONNX Runtime 1.27.1 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/hrnet_pose/releases/v0.61.0/hrnet_pose-onnx-w8a16.zip)
33
+ | ONNX | w8a8 | Universal | QAIRT 2.45, ONNX Runtime 1.27.1 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/hrnet_pose/releases/v0.61.0/hrnet_pose-onnx-w8a8.zip)
34
+ | 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/v0.61.0/hrnet_pose-qnn_dlc-float.zip)
35
+ | 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/v0.61.0/hrnet_pose-qnn_dlc-w8a16.zip)
36
+ | 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/v0.61.0/hrnet_pose-qnn_dlc-w8a8.zip)
37
+ | TFLITE | float | Universal | QAIRT 2.45 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/hrnet_pose/releases/v0.61.0/hrnet_pose-tflite-float.zip)
38
+ | TFLITE | w8a8 | Universal | QAIRT 2.45 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/hrnet_pose/releases/v0.61.0/hrnet_pose-tflite-w8a8.zip)
39
 
40
  For more device-specific assets and performance metrics, visit **[HRNetPose on Qualcomm® AI Hub](https://aihub.qualcomm.com/models/hrnet_pose)**.
41
 
42
 
43
  ### Option 2: Export with Custom Configurations
44
 
45
+ Use the [Qualcomm® AI Hub Models](https://github.com/qualcomm/ai-hub-models/blob/v0.61.0/src/qai_hub_models/models/hrnet_pose) Python library to compile and export the model with your own:
46
  - Custom weights (e.g., fine-tuned checkpoints)
47
  - Custom input shapes
48
  - Target device and runtime configurations
49
 
50
  This option is ideal if you need to customize the model beyond the default configuration provided here.
51
 
52
+ See our repository for [HRNetPose on GitHub](https://github.com/qualcomm/ai-hub-models/blob/v0.61.0/src/qai_hub_models/models/hrnet_pose) for usage instructions.
53
 
54
  ## Model Details
55
 
 
65
  ## Performance Summary
66
  | Model | Runtime | Precision | Chipset | Inference Time (ms) | Peak Memory Range (MB) | Primary Compute Unit
67
  |---|---|---|---|---|---|---
68
+ | HRNetPose | ONNX | float | Snapdragon® X2 Elite | 1.333 ms | 2 - 2 MB | NPU
69
+ | HRNetPose | ONNX | float | Snapdragon® X Elite | 2.412 ms | 56 - 56 MB | NPU
70
+ | HRNetPose | ONNX | float | Snapdragon® 8 Gen 3 Mobile | 1.857 ms | 0 - 144 MB | NPU
71
+ | HRNetPose | ONNX | float | Snapdragon® 8 Gen 1 Mobile | 4.316 ms | 1 - 134 MB | NPU
72
+ | HRNetPose | ONNX | float | Qualcomm® Dragonwing™ IQ-8275 | 4.316 ms | 0 - 5 MB | NPU
73
+ | HRNetPose | ONNX | float | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 2.439 ms | 0 - 58 MB | NPU
74
+ | HRNetPose | ONNX | float | Qualcomm® QCS8450 | 4.316 ms | 1 - 134 MB | NPU
75
+ | HRNetPose | ONNX | float | Qualcomm® Dragonwing™ IQ-9075 | 3.881 ms | 0 - 4 MB | NPU
76
+ | HRNetPose | ONNX | float | Qualcomm® Dragonwing™ IQ-X7181 | 2.412 ms | 56 - 56 MB | NPU
77
+ | HRNetPose | ONNX | float | Qualcomm® Dragonwing™ Q-8750 | 1.454 ms | 0 - 90 MB | NPU
78
+ | HRNetPose | ONNX | float | Snapdragon® 8 Elite Mobile | 1.454 ms | 0 - 90 MB | NPU
79
+ | HRNetPose | ONNX | float | Snapdragon® 8 Elite Gen 5 Mobile | 1.251 ms | 0 - 89 MB | NPU
80
+ | HRNetPose | ONNX | w8a16 | Snapdragon® X2 Elite | 1.405 ms | 1 - 1 MB | NPU
81
+ | HRNetPose | ONNX | w8a16 | Snapdragon® X Elite | 1.747 ms | 29 - 29 MB | NPU
82
+ | HRNetPose | ONNX | w8a16 | Snapdragon® 8 Gen 3 Mobile | 1.239 ms | 0 - 200 MB | NPU
83
+ | HRNetPose | ONNX | w8a16 | Snapdragon® 8 Gen 1 Mobile | 2.463 ms | 0 - 201 MB | NPU
84
+ | HRNetPose | ONNX | w8a16 | Qualcomm® Dragonwing™ QCS6490 | 8.071 ms | 0 - 3 MB | NPU
85
+ | HRNetPose | ONNX | w8a16 | Qualcomm® Dragonwing™ IQ-8275 | 1.93 ms | 0 - 4 MB | NPU
86
+ | HRNetPose | ONNX | w8a16 | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 1.721 ms | 0 - 34 MB | NPU
87
+ | HRNetPose | ONNX | w8a16 | Qualcomm® QCS8450 | 2.463 ms | 0 - 201 MB | NPU
88
+ | HRNetPose | ONNX | w8a16 | Qualcomm® Dragonwing™ IQ-9075 | 1.918 ms | 0 - 3 MB | NPU
89
+ | HRNetPose | ONNX | w8a16 | Qualcomm® Dragonwing™ IQ-X7181 | 1.747 ms | 29 - 29 MB | NPU
90
+ | HRNetPose | ONNX | w8a16 | Qualcomm® Dragonwing™ Q-6690 | 22.585 ms | 1 - 250 MB | NPU
91
+ | HRNetPose | ONNX | w8a16 | Qualcomm® Dragonwing™ Q-7790 | 2.302 ms | 0 - 135 MB | NPU
92
+ | HRNetPose | ONNX | w8a16 | Qualcomm® Dragonwing™ Q-8750 | 0.972 ms | 0 - 133 MB | NPU
93
+ | HRNetPose | ONNX | w8a16 | Snapdragon® 8 Elite Mobile | 0.972 ms | 0 - 133 MB | NPU
94
+ | HRNetPose | ONNX | w8a16 | Snapdragon® 8 Elite Gen 5 Mobile | 0.812 ms | 0 - 133 MB | NPU
95
+ | HRNetPose | ONNX | w8a16 | Snapdragon® 7 Gen 4 Mobile | 2.302 ms | 0 - 135 MB | NPU
96
+ | HRNetPose | ONNX | w8a8 | Snapdragon® X2 Elite | 0.562 ms | 1 - 1 MB | NPU
97
+ | HRNetPose | ONNX | w8a8 | Snapdragon® X Elite | 1.123 ms | 28 - 28 MB | NPU
98
+ | HRNetPose | ONNX | w8a8 | Snapdragon® 8 Gen 3 Mobile | 0.854 ms | 0 - 184 MB | NPU
99
+ | HRNetPose | ONNX | w8a8 | Snapdragon® 8 Gen 1 Mobile | 1.765 ms | 0 - 188 MB | NPU
100
+ | HRNetPose | ONNX | w8a8 | Qualcomm® Dragonwing™ QCS6490 | 4.799 ms | 0 - 3 MB | NPU
101
+ | HRNetPose | ONNX | w8a8 | Qualcomm® Dragonwing™ IQ-8275 | 1.351 ms | 0 - 4 MB | NPU
102
+ | HRNetPose | ONNX | w8a8 | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 1.138 ms | 0 - 31 MB | NPU
103
+ | HRNetPose | ONNX | w8a8 | Qualcomm® QCS8450 | 1.765 ms | 0 - 188 MB | NPU
104
+ | HRNetPose | ONNX | w8a8 | Qualcomm® Dragonwing™ IQ-9075 | 1.385 ms | 0 - 3 MB | NPU
105
+ | HRNetPose | ONNX | w8a8 | Qualcomm® Dragonwing™ IQ-X7181 | 1.123 ms | 28 - 28 MB | NPU
106
+ | HRNetPose | ONNX | w8a8 | Qualcomm® Dragonwing™ Q-6690 | 10.441 ms | 0 - 238 MB | NPU
107
+ | HRNetPose | ONNX | w8a8 | Qualcomm® Dragonwing™ Q-7790 | 1.506 ms | 0 - 124 MB | NPU
108
+ | HRNetPose | ONNX | w8a8 | Qualcomm® Dragonwing™ Q-8750 | 0.717 ms | 0 - 126 MB | NPU
109
+ | HRNetPose | ONNX | w8a8 | Snapdragon® 8 Elite Mobile | 0.717 ms | 0 - 126 MB | NPU
110
+ | HRNetPose | ONNX | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 0.64 ms | 0 - 125 MB | NPU
111
+ | HRNetPose | ONNX | w8a8 | Snapdragon® 7 Gen 4 Mobile | 1.506 ms | 0 - 124 MB | NPU
112
+ | HRNetPose | QNN_DLC | float | Snapdragon® X2 Elite | 1.629 ms | 1 - 1 MB | NPU
113
+ | HRNetPose | QNN_DLC | float | Snapdragon® X Elite | 2.973 ms | 1 - 1 MB | NPU
114
+ | HRNetPose | QNN_DLC | float | Snapdragon® 8 Gen 3 Mobile | 1.992 ms | 0 - 114 MB | NPU
115
+ | HRNetPose | QNN_DLC | float | Snapdragon® 8 Gen 1 Mobile | 5.026 ms | 0 - 104 MB | NPU
116
+ | HRNetPose | QNN_DLC | float | Qualcomm® Dragonwing™ IQ-8275 | 4.392 ms | 1 - 4 MB | NPU
117
+ | HRNetPose | QNN_DLC | float | Qualcomm® Dragonwing™ IQ-8275 | 14.165 ms | 1 - 73 MB | NPU
118
+ | HRNetPose | QNN_DLC | float | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 2.731 ms | 1 - 2 MB | NPU
119
+ | HRNetPose | QNN_DLC | float | Qualcomm® SA8775P | 4.289 ms | 1 - 75 MB | NPU
120
+ | HRNetPose | QNN_DLC | float | Qualcomm® SA8650P | 4.289 ms | 1 - 75 MB | NPU
121
+ | HRNetPose | QNN_DLC | float | Qualcomm® SA8255P | 4.289 ms | 1 - 75 MB | NPU
122
+ | HRNetPose | QNN_DLC | float | Qualcomm® QCS8450 | 5.026 ms | 0 - 104 MB | NPU
123
+ | HRNetPose | QNN_DLC | float | Qualcomm® Dragonwing™ IQ-9075 | 4.067 ms | 1 - 3 MB | NPU
124
+ | HRNetPose | QNN_DLC | float | Qualcomm® Dragonwing™ IQ-X7181 | 2.973 ms | 1 - 1 MB | NPU
125
+ | HRNetPose | QNN_DLC | float | Qualcomm® Dragonwing™ Q-8750 | 1.566 ms | 0 - 72 MB | NPU
126
+ | HRNetPose | QNN_DLC | float | Qualcomm® SA7255P | 14.165 ms | 1 - 73 MB | NPU
127
+ | HRNetPose | QNN_DLC | float | Qualcomm® SA8295P | 4.594 ms | 1 - 67 MB | NPU
128
+ | HRNetPose | QNN_DLC | float | Snapdragon® 8 Elite Mobile | 1.566 ms | 0 - 72 MB | NPU
129
+ | HRNetPose | QNN_DLC | float | Snapdragon® 8 Elite Gen 5 Mobile | 1.291 ms | 1 - 78 MB | NPU
130
+ | HRNetPose | QNN_DLC | w8a16 | Snapdragon® X2 Elite | 1.709 ms | 0 - 0 MB | NPU
131
+ | HRNetPose | QNN_DLC | w8a16 | Snapdragon® X Elite | 2.096 ms | 0 - 0 MB | NPU
132
+ | HRNetPose | QNN_DLC | w8a16 | Snapdragon® 8 Gen 3 Mobile | 1.381 ms | 0 - 144 MB | NPU
133
+ | HRNetPose | QNN_DLC | w8a16 | Snapdragon® 8 Gen 1 Mobile | 2.733 ms | 0 - 147 MB | NPU
134
+ | HRNetPose | QNN_DLC | w8a16 | Qualcomm® Dragonwing™ QCS6490 | 8.519 ms | 2 - 4 MB | NPU
135
+ | HRNetPose | QNN_DLC | w8a16 | Qualcomm® Dragonwing™ IQ-8275 | 2.073 ms | 0 - 3 MB | NPU
136
+ | HRNetPose | QNN_DLC | w8a16 | Qualcomm® Dragonwing™ IQ-8275 | 5.132 ms | 0 - 100 MB | NPU
137
+ | HRNetPose | QNN_DLC | w8a16 | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 1.881 ms | 0 - 2 MB | NPU
138
+ | HRNetPose | QNN_DLC | w8a16 | Qualcomm® SA8775P | 2.233 ms | 0 - 103 MB | NPU
139
+ | HRNetPose | QNN_DLC | w8a16 | Qualcomm® SA8650P | 2.233 ms | 0 - 103 MB | NPU
140
+ | HRNetPose | QNN_DLC | w8a16 | Qualcomm® SA8255P | 2.233 ms | 0 - 103 MB | NPU
141
+ | HRNetPose | QNN_DLC | w8a16 | Qualcomm® QCS8450 | 2.733 ms | 0 - 147 MB | NPU
142
+ | HRNetPose | QNN_DLC | w8a16 | Qualcomm® Dragonwing™ IQ-9075 | 2.082 ms | 0 - 2 MB | NPU
143
+ | HRNetPose | QNN_DLC | w8a16 | Qualcomm® Dragonwing™ IQ-X7181 | 2.096 ms | 0 - 0 MB | NPU
144
+ | HRNetPose | QNN_DLC | w8a16 | Qualcomm® Dragonwing™ Q-6690 | 20.518 ms | 0 - 217 MB | NPU
145
+ | HRNetPose | QNN_DLC | w8a16 | Qualcomm® Dragonwing™ Q-7790 | 2.536 ms | 0 - 104 MB | NPU
146
+ | HRNetPose | QNN_DLC | w8a16 | Qualcomm® Dragonwing™ Q-8750 | 0.998 ms | 0 - 101 MB | NPU
147
+ | HRNetPose | QNN_DLC | w8a16 | Qualcomm® SA7255P | 5.132 ms | 0 - 100 MB | NPU
148
+ | HRNetPose | QNN_DLC | w8a16 | Qualcomm® SA8295P | 3.064 ms | 0 - 98 MB | NPU
149
+ | HRNetPose | QNN_DLC | w8a16 | Snapdragon® 8 Elite Mobile | 0.998 ms | 0 - 101 MB | NPU
150
+ | HRNetPose | QNN_DLC | w8a16 | Snapdragon® 8 Elite Gen 5 Mobile | 0.838 ms | 0 - 102 MB | NPU
151
+ | HRNetPose | QNN_DLC | w8a16 | Snapdragon® 7 Gen 4 Mobile | 2.536 ms | 0 - 104 MB | NPU
152
+ | HRNetPose | QNN_DLC | w8a8 | Snapdragon® X2 Elite | 0.693 ms | 0 - 0 MB | NPU
153
  | HRNetPose | QNN_DLC | w8a8 | Snapdragon® X Elite | 1.266 ms | 0 - 0 MB | NPU
154
+ | HRNetPose | QNN_DLC | w8a8 | Snapdragon® 8 Gen 3 Mobile | 0.829 ms | 0 - 133 MB | NPU
155
+ | HRNetPose | QNN_DLC | w8a8 | Snapdragon® 8 Gen 1 Mobile | 1.749 ms | 0 - 135 MB | NPU
156
+ | HRNetPose | QNN_DLC | w8a8 | Qualcomm® Dragonwing™ QCS6490 | 5.378 ms | 0 - 2 MB | NPU
157
  | HRNetPose | QNN_DLC | w8a8 | Qualcomm® Dragonwing™ IQ-8275 | 1.276 ms | 0 - 3 MB | NPU
158
+ | HRNetPose | QNN_DLC | w8a8 | Qualcomm® Dragonwing™ IQ-8275 | 2.864 ms | 0 - 90 MB | NPU
159
+ | HRNetPose | QNN_DLC | w8a8 | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 1.132 ms | 0 - 12 MB | NPU
160
+ | HRNetPose | QNN_DLC | w8a8 | Qualcomm® SA8775P | 1.493 ms | 0 - 90 MB | NPU
161
+ | HRNetPose | QNN_DLC | w8a8 | Qualcomm® SA8650P | 1.493 ms | 0 - 90 MB | NPU
162
+ | HRNetPose | QNN_DLC | w8a8 | Qualcomm® SA8255P | 1.493 ms | 0 - 90 MB | NPU
163
+ | HRNetPose | QNN_DLC | w8a8 | Qualcomm® QCS8450 | 1.749 ms | 0 - 135 MB | NPU
164
+ | HRNetPose | QNN_DLC | w8a8 | Qualcomm® Dragonwing™ IQ-9075 | 1.328 ms | 0 - 2 MB | NPU
165
  | HRNetPose | QNN_DLC | w8a8 | Qualcomm® Dragonwing™ IQ-X7181 | 1.266 ms | 0 - 0 MB | NPU
166
+ | HRNetPose | QNN_DLC | w8a8 | Qualcomm® Dragonwing™ Q-6690 | 10.251 ms | 0 - 213 MB | NPU
167
+ | HRNetPose | QNN_DLC | w8a8 | Qualcomm® Dragonwing™ Q-7790 | 1.512 ms | 0 - 89 MB | NPU
168
+ | HRNetPose | QNN_DLC | w8a8 | Qualcomm® Dragonwing™ Q-8750 | 0.642 ms | 0 - 94 MB | NPU
169
+ | HRNetPose | QNN_DLC | w8a8 | Qualcomm® SA7255P | 2.864 ms | 0 - 90 MB | NPU
170
+ | HRNetPose | QNN_DLC | w8a8 | Qualcomm® SA8295P | 1.973 ms | 0 - 88 MB | NPU
171
+ | HRNetPose | QNN_DLC | w8a8 | Snapdragon® 8 Elite Mobile | 0.642 ms | 0 - 94 MB | NPU
172
+ | HRNetPose | QNN_DLC | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 0.57 ms | 0 - 94 MB | NPU
173
+ | HRNetPose | QNN_DLC | w8a8 | Snapdragon® 7 Gen 4 Mobile | 1.512 ms | 0 - 89 MB | NPU
174
+ | HRNetPose | TFLITE | float | Snapdragon® 8 Gen 3 Mobile | 1.987 ms | 0 - 180 MB | NPU
175
+ | HRNetPose | TFLITE | float | Snapdragon® 8 Gen 1 Mobile | 5.022 ms | 0 - 175 MB | NPU
176
+ | HRNetPose | TFLITE | float | Qualcomm® Dragonwing™ IQ-8275 | 4.374 ms | 0 - 59 MB | NPU
177
+ | HRNetPose | TFLITE | float | Qualcomm® Dragonwing™ IQ-8275 | 14.142 ms | 0 - 112 MB | NPU
178
+ | HRNetPose | TFLITE | float | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 2.733 ms | 0 - 2 MB | NPU
179
+ | HRNetPose | TFLITE | float | Qualcomm® SA8775P | 4.357 ms | 0 - 114 MB | NPU
180
+ | HRNetPose | TFLITE | float | Qualcomm® SA8650P | 4.357 ms | 0 - 114 MB | NPU
181
+ | HRNetPose | TFLITE | float | Qualcomm® SA8255P | 4.357 ms | 0 - 114 MB | NPU
182
+ | HRNetPose | TFLITE | float | Qualcomm® QCS8450 | 5.022 ms | 0 - 175 MB | NPU
183
+ | HRNetPose | TFLITE | float | Qualcomm® Dragonwing™ IQ-9075 | 4.096 ms | 0 - 58 MB | NPU
184
+ | HRNetPose | TFLITE | float | Qualcomm® Dragonwing™ Q-8750 | 1.551 ms | 0 - 114 MB | NPU
185
+ | HRNetPose | TFLITE | float | Qualcomm® SA7255P | 14.142 ms | 0 - 112 MB | NPU
186
+ | HRNetPose | TFLITE | float | Qualcomm® SA8295P | 4.618 ms | 0 - 103 MB | NPU
187
+ | HRNetPose | TFLITE | float | Snapdragon® 8 Elite Mobile | 1.551 ms | 0 - 114 MB | NPU
188
+ | HRNetPose | TFLITE | float | Snapdragon® 8 Elite Gen 5 Mobile | 1.3 ms | 0 - 109 MB | NPU
189
+ | HRNetPose | TFLITE | w8a8 | Snapdragon® 8 Gen 3 Mobile | 0.716 ms | 0 - 143 MB | NPU
190
+ | HRNetPose | TFLITE | w8a8 | Snapdragon® 8 Gen 1 Mobile | 1.533 ms | 0 - 142 MB | NPU
191
+ | HRNetPose | TFLITE | w8a8 | Qualcomm® Dragonwing™ QCS6490 | 5.172 ms | 0 - 30 MB | NPU
192
+ | HRNetPose | TFLITE | w8a8 | Qualcomm® Dragonwing™ IQ-8275 | 1.143 ms | 0 - 31 MB | NPU
193
+ | HRNetPose | TFLITE | w8a8 | Qualcomm® Dragonwing™ IQ-8275 | 2.598 ms | 0 - 86 MB | NPU
194
+ | HRNetPose | TFLITE | w8a8 | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 0.959 ms | 0 - 2 MB | NPU
195
+ | HRNetPose | TFLITE | w8a8 | Qualcomm® SA8775P | 1.367 ms | 0 - 89 MB | NPU
196
+ | HRNetPose | TFLITE | w8a8 | Qualcomm® SA8650P | 1.367 ms | 0 - 89 MB | NPU
197
+ | HRNetPose | TFLITE | w8a8 | Qualcomm® SA8255P | 1.367 ms | 0 - 89 MB | NPU
198
+ | HRNetPose | TFLITE | w8a8 | Qualcomm® QCS8450 | 1.533 ms | 0 - 142 MB | NPU
199
+ | HRNetPose | TFLITE | w8a8 | Qualcomm® Dragonwing™ IQ-9075 | 1.153 ms | 0 - 30 MB | NPU
200
+ | HRNetPose | TFLITE | w8a8 | Qualcomm® Dragonwing™ Q-6690 | 9.636 ms | 0 - 204 MB | NPU
201
+ | HRNetPose | TFLITE | w8a8 | Qualcomm® Dragonwing™ Q-7790 | 1.356 ms | 0 - 85 MB | NPU
202
+ | HRNetPose | TFLITE | w8a8 | Qualcomm® Dragonwing™ Q-8750 | 0.599 ms | 0 - 90 MB | NPU
203
+ | HRNetPose | TFLITE | w8a8 | Qualcomm® SA7255P | 2.598 ms | 0 - 86 MB | NPU
204
+ | HRNetPose | TFLITE | w8a8 | Qualcomm® SA8295P | 1.787 ms | 0 - 85 MB | NPU
205
+ | HRNetPose | TFLITE | w8a8 | Snapdragon® 8 Elite Mobile | 0.599 ms | 0 - 90 MB | NPU
206
+ | HRNetPose | TFLITE | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 0.52 ms | 0 - 90 MB | NPU
207
+ | HRNetPose | TFLITE | w8a8 | Snapdragon® 7 Gen 4 Mobile | 1.356 ms | 0 - 85 MB | NPU
208
 
209
  ## License
210
  * The license for the original implementation of HRNetPose can be found
release_assets.json CHANGED
@@ -1,5 +1,5 @@
1
  {
2
- "version": "0.60.0",
3
  "precisions": {
4
  "float": {
5
  "universal_assets": {
@@ -8,19 +8,19 @@
8
  "qairt": "2.45.0.260326154327",
9
  "onnx_runtime": "1.27.1"
10
  },
11
- "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/hrnet_pose/releases/v0.60.0/hrnet_pose-onnx-float.zip"
12
  },
13
  "qnn_dlc": {
14
  "tool_versions": {
15
  "qairt": "2.45.0.260326154327"
16
  },
17
- "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/hrnet_pose/releases/v0.60.0/hrnet_pose-qnn_dlc-float.zip"
18
  },
19
  "tflite": {
20
  "tool_versions": {
21
  "qairt": "2.45.0.260326154327"
22
  },
23
- "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/hrnet_pose/releases/v0.60.0/hrnet_pose-tflite-float.zip"
24
  }
25
  }
26
  },
@@ -31,13 +31,13 @@
31
  "qairt": "2.45.0.260326154327",
32
  "onnx_runtime": "1.27.1"
33
  },
34
- "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/hrnet_pose/releases/v0.60.0/hrnet_pose-onnx-w8a16.zip"
35
  },
36
  "qnn_dlc": {
37
  "tool_versions": {
38
  "qairt": "2.45.0.260326154327"
39
  },
40
- "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/hrnet_pose/releases/v0.60.0/hrnet_pose-qnn_dlc-w8a16.zip"
41
  }
42
  }
43
  },
@@ -48,19 +48,19 @@
48
  "qairt": "2.45.0.260326154327",
49
  "onnx_runtime": "1.27.1"
50
  },
51
- "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/hrnet_pose/releases/v0.60.0/hrnet_pose-onnx-w8a8.zip"
52
  },
53
  "qnn_dlc": {
54
  "tool_versions": {
55
  "qairt": "2.45.0.260326154327"
56
  },
57
- "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/hrnet_pose/releases/v0.60.0/hrnet_pose-qnn_dlc-w8a8.zip"
58
  },
59
  "tflite": {
60
  "tool_versions": {
61
  "qairt": "2.45.0.260326154327"
62
  },
63
- "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/hrnet_pose/releases/v0.60.0/hrnet_pose-tflite-w8a8.zip"
64
  }
65
  }
66
  }
 
1
  {
2
+ "version": "0.61.0",
3
  "precisions": {
4
  "float": {
5
  "universal_assets": {
 
8
  "qairt": "2.45.0.260326154327",
9
  "onnx_runtime": "1.27.1"
10
  },
11
+ "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/hrnet_pose/releases/v0.61.0/hrnet_pose-onnx-float.zip"
12
  },
13
  "qnn_dlc": {
14
  "tool_versions": {
15
  "qairt": "2.45.0.260326154327"
16
  },
17
+ "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/hrnet_pose/releases/v0.61.0/hrnet_pose-qnn_dlc-float.zip"
18
  },
19
  "tflite": {
20
  "tool_versions": {
21
  "qairt": "2.45.0.260326154327"
22
  },
23
+ "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/hrnet_pose/releases/v0.61.0/hrnet_pose-tflite-float.zip"
24
  }
25
  }
26
  },
 
31
  "qairt": "2.45.0.260326154327",
32
  "onnx_runtime": "1.27.1"
33
  },
34
+ "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/hrnet_pose/releases/v0.61.0/hrnet_pose-onnx-w8a16.zip"
35
  },
36
  "qnn_dlc": {
37
  "tool_versions": {
38
  "qairt": "2.45.0.260326154327"
39
  },
40
+ "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/hrnet_pose/releases/v0.61.0/hrnet_pose-qnn_dlc-w8a16.zip"
41
  }
42
  }
43
  },
 
48
  "qairt": "2.45.0.260326154327",
49
  "onnx_runtime": "1.27.1"
50
  },
51
+ "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/hrnet_pose/releases/v0.61.0/hrnet_pose-onnx-w8a8.zip"
52
  },
53
  "qnn_dlc": {
54
  "tool_versions": {
55
  "qairt": "2.45.0.260326154327"
56
  },
57
+ "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/hrnet_pose/releases/v0.61.0/hrnet_pose-qnn_dlc-w8a8.zip"
58
  },
59
  "tflite": {
60
  "tool_versions": {
61
  "qairt": "2.45.0.260326154327"
62
  },
63
+ "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/hrnet_pose/releases/v0.61.0/hrnet_pose-tflite-w8a8.zip"
64
  }
65
  }
66
  }