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CenterNet-Pose

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v0.47.0

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

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  1. README.md +38 -34
README.md CHANGED
@@ -27,23 +27,25 @@ 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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- | PRECOMPILED_QNN_ONNX | float | Snapdragon® X Elite | QAIRT 2.37, ONNX Runtime 1.23.0 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/centernet_pose/releases/v0.46.0/centernet_pose-precompiled_qnn_onnx-float-qualcomm_snapdragon_x_elite.zip)
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- | PRECOMPILED_QNN_ONNX | float | Snapdragon® 8 Gen 3 Mobile | QAIRT 2.37, ONNX Runtime 1.23.0 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/centernet_pose/releases/v0.46.0/centernet_pose-precompiled_qnn_onnx-float-qualcomm_snapdragon_8gen3.zip)
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- | PRECOMPILED_QNN_ONNX | float | Qualcomm® QCS8550 (Proxy) | QAIRT 2.37, ONNX Runtime 1.23.0 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/centernet_pose/releases/v0.46.0/centernet_pose-precompiled_qnn_onnx-float-qualcomm_qcs8550_proxy.zip)
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- | PRECOMPILED_QNN_ONNX | float | Snapdragon® 8 Elite For Galaxy Mobile | QAIRT 2.37, ONNX Runtime 1.23.0 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/centernet_pose/releases/v0.46.0/centernet_pose-precompiled_qnn_onnx-float-qualcomm_snapdragon_8_elite_for_galaxy.zip)
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- | PRECOMPILED_QNN_ONNX | float | Snapdragon® 8 Elite Gen 5 Mobile | QAIRT 2.37, ONNX Runtime 1.23.0 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/centernet_pose/releases/v0.46.0/centernet_pose-precompiled_qnn_onnx-float-qualcomm_snapdragon_8_elite_gen5.zip)
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- | PRECOMPILED_QNN_ONNX | float | Qualcomm® QCS9075 | QAIRT 2.37, ONNX Runtime 1.23.0 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/centernet_pose/releases/v0.46.0/centernet_pose-precompiled_qnn_onnx-float-qualcomm_qcs9075.zip)
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- | QNN_CONTEXT_BINARY | float | Snapdragon® X Elite | QAIRT 2.42 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/centernet_pose/releases/v0.46.0/centernet_pose-qnn_context_binary-float-qualcomm_snapdragon_x_elite.zip)
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- | QNN_CONTEXT_BINARY | float | Snapdragon® 8 Gen 3 Mobile | QAIRT 2.42 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/centernet_pose/releases/v0.46.0/centernet_pose-qnn_context_binary-float-qualcomm_snapdragon_8gen3.zip)
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- | QNN_CONTEXT_BINARY | float | Qualcomm® QCS8275 (Proxy) | QAIRT 2.42 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/centernet_pose/releases/v0.46.0/centernet_pose-qnn_context_binary-float-qualcomm_qcs8275_proxy.zip)
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- | QNN_CONTEXT_BINARY | float | Qualcomm® QCS8550 (Proxy) | QAIRT 2.42 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/centernet_pose/releases/v0.46.0/centernet_pose-qnn_context_binary-float-qualcomm_qcs8550_proxy.zip)
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- | QNN_CONTEXT_BINARY | float | Qualcomm® SA8775P | QAIRT 2.42 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/centernet_pose/releases/v0.46.0/centernet_pose-qnn_context_binary-float-qualcomm_sa8775p.zip)
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- | QNN_CONTEXT_BINARY | float | Snapdragon® 8 Elite For Galaxy Mobile | QAIRT 2.42 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/centernet_pose/releases/v0.46.0/centernet_pose-qnn_context_binary-float-qualcomm_snapdragon_8_elite_for_galaxy.zip)
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- | QNN_CONTEXT_BINARY | float | Snapdragon® 8 Elite Gen 5 Mobile | QAIRT 2.42 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/centernet_pose/releases/v0.46.0/centernet_pose-qnn_context_binary-float-qualcomm_snapdragon_8_elite_gen5.zip)
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- | QNN_CONTEXT_BINARY | float | Qualcomm® SA7255P | QAIRT 2.42 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/centernet_pose/releases/v0.46.0/centernet_pose-qnn_context_binary-float-qualcomm_sa7255p.zip)
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- | QNN_CONTEXT_BINARY | float | Qualcomm® SA8295P | QAIRT 2.42 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/centernet_pose/releases/v0.46.0/centernet_pose-qnn_context_binary-float-qualcomm_sa8295p.zip)
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- | QNN_CONTEXT_BINARY | float | Qualcomm® QCS9075 | QAIRT 2.42 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/centernet_pose/releases/v0.46.0/centernet_pose-qnn_context_binary-float-qualcomm_qcs9075.zip)
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- | QNN_CONTEXT_BINARY | float | Qualcomm® QCS8450 (Proxy) | QAIRT 2.42 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/centernet_pose/releases/v0.46.0/centernet_pose-qnn_context_binary-float-qualcomm_qcs8450_proxy.zip)
 
 
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  For more device-specific assets and performance metrics, visit **[CenterNet-Pose on Qualcomm® AI Hub](https://aihub.qualcomm.com/models/centernet_pose)**.
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@@ -72,23 +74,25 @@ See our repository for [CenterNet-Pose on GitHub](https://github.com/quic/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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- | CenterNet-Pose | PRECOMPILED_QNN_ONNX | float | Snapdragon® X Elite | 55.388 ms | 44 - 44 MB | NPU
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- | CenterNet-Pose | PRECOMPILED_QNN_ONNX | float | Snapdragon® 8 Gen 3 Mobile | 39.636 ms | 3 - 11 MB | NPU
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- | CenterNet-Pose | PRECOMPILED_QNN_ONNX | float | Qualcomm® QCS8550 (Proxy) | 54.637 ms | 0 - 48 MB | NPU
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- | CenterNet-Pose | PRECOMPILED_QNN_ONNX | float | Qualcomm® QCS9075 | 59.643 ms | 3 - 6 MB | NPU
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- | CenterNet-Pose | PRECOMPILED_QNN_ONNX | float | Snapdragon® 8 Elite For Galaxy Mobile | 31.701 ms | 4 - 10 MB | NPU
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- | CenterNet-Pose | PRECOMPILED_QNN_ONNX | float | Snapdragon® 8 Elite Gen 5 Mobile | 27.761 ms | 3 - 14 MB | NPU
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- | CenterNet-Pose | QNN_CONTEXT_BINARY | float | Snapdragon® X Elite | 56.271 ms | 1 - 1 MB | NPU
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- | CenterNet-Pose | QNN_CONTEXT_BINARY | float | Snapdragon® 8 Gen 3 Mobile | 38.077 ms | 1 - 8 MB | NPU
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- | CenterNet-Pose | QNN_CONTEXT_BINARY | float | Qualcomm® QCS8275 (Proxy) | 101.848 ms | 1 - 10 MB | NPU
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- | CenterNet-Pose | QNN_CONTEXT_BINARY | float | Qualcomm® QCS8550 (Proxy) | 54.344 ms | 1 - 3 MB | NPU
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- | CenterNet-Pose | QNN_CONTEXT_BINARY | float | Qualcomm® SA8775P | 257.372 ms | 1 - 9 MB | NPU
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- | CenterNet-Pose | QNN_CONTEXT_BINARY | float | Qualcomm® QCS9075 | 57.513 ms | 1 - 4 MB | NPU
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- | CenterNet-Pose | QNN_CONTEXT_BINARY | float | Qualcomm® QCS8450 (Proxy) | 92.279 ms | 1 - 10 MB | NPU
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- | CenterNet-Pose | QNN_CONTEXT_BINARY | float | Qualcomm® SA7255P | 101.848 ms | 1 - 10 MB | NPU
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- | CenterNet-Pose | QNN_CONTEXT_BINARY | float | Qualcomm® SA8295P | 77.676 ms | 0 - 5 MB | NPU
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- | CenterNet-Pose | QNN_CONTEXT_BINARY | float | Snapdragon® 8 Elite For Galaxy Mobile | 29.527 ms | 1 - 13 MB | NPU
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- | CenterNet-Pose | QNN_CONTEXT_BINARY | float | Snapdragon® 8 Elite Gen 5 Mobile | 26.597 ms | 1 - 11 MB | NPU
 
 
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  ## License
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  * The license for the original implementation of CenterNet-Pose can be found
 
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  | Runtime | Precision | Chipset | SDK Versions | Download |
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  |---|---|---|---|---|
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+ | PRECOMPILED_QNN_ONNX | float | Snapdragon® X Elite | QAIRT 2.42, ONNX Runtime 1.24.1 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/centernet_pose/releases/v0.47.0/centernet_pose-precompiled_qnn_onnx-float-qualcomm_snapdragon_x_elite.zip)
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+ | PRECOMPILED_QNN_ONNX | float | Snapdragon® 8 Gen 3 Mobile | QAIRT 2.42, ONNX Runtime 1.24.1 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/centernet_pose/releases/v0.47.0/centernet_pose-precompiled_qnn_onnx-float-qualcomm_snapdragon_8gen3.zip)
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+ | PRECOMPILED_QNN_ONNX | float | Qualcomm® QCS8550 (Proxy) | QAIRT 2.42, ONNX Runtime 1.24.1 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/centernet_pose/releases/v0.47.0/centernet_pose-precompiled_qnn_onnx-float-qualcomm_qcs8550_proxy.zip)
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+ | PRECOMPILED_QNN_ONNX | float | Snapdragon® 8 Elite For Galaxy Mobile | QAIRT 2.42, ONNX Runtime 1.24.1 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/centernet_pose/releases/v0.47.0/centernet_pose-precompiled_qnn_onnx-float-qualcomm_snapdragon_8_elite_for_galaxy.zip)
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+ | PRECOMPILED_QNN_ONNX | float | Snapdragon® 8 Elite Gen 5 Mobile | QAIRT 2.42, ONNX Runtime 1.24.1 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/centernet_pose/releases/v0.47.0/centernet_pose-precompiled_qnn_onnx-float-qualcomm_snapdragon_8_elite_gen5.zip)
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+ | PRECOMPILED_QNN_ONNX | float | Snapdragon® X2 Elite | QAIRT 2.42, ONNX Runtime 1.24.1 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/centernet_pose/releases/v0.47.0/centernet_pose-precompiled_qnn_onnx-float-qualcomm_snapdragon_x2_elite.zip)
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+ | PRECOMPILED_QNN_ONNX | float | Qualcomm® QCS9075 | QAIRT 2.42, ONNX Runtime 1.24.1 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/centernet_pose/releases/v0.47.0/centernet_pose-precompiled_qnn_onnx-float-qualcomm_qcs9075.zip)
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+ | QNN_CONTEXT_BINARY | float | Snapdragon® X Elite | QAIRT 2.43 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/centernet_pose/releases/v0.47.0/centernet_pose-qnn_context_binary-float-qualcomm_snapdragon_x_elite.zip)
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+ | QNN_CONTEXT_BINARY | float | Snapdragon® 8 Gen 3 Mobile | QAIRT 2.43 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/centernet_pose/releases/v0.47.0/centernet_pose-qnn_context_binary-float-qualcomm_snapdragon_8gen3.zip)
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+ | QNN_CONTEXT_BINARY | float | Qualcomm® QCS8275 (Proxy) | QAIRT 2.43 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/centernet_pose/releases/v0.47.0/centernet_pose-qnn_context_binary-float-qualcomm_qcs8275_proxy.zip)
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+ | QNN_CONTEXT_BINARY | float | Qualcomm® QCS8550 (Proxy) | QAIRT 2.43 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/centernet_pose/releases/v0.47.0/centernet_pose-qnn_context_binary-float-qualcomm_qcs8550_proxy.zip)
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+ | QNN_CONTEXT_BINARY | float | Qualcomm® SA8775P | QAIRT 2.43 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/centernet_pose/releases/v0.47.0/centernet_pose-qnn_context_binary-float-qualcomm_sa8775p.zip)
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+ | QNN_CONTEXT_BINARY | float | Snapdragon® 8 Elite For Galaxy Mobile | QAIRT 2.43 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/centernet_pose/releases/v0.47.0/centernet_pose-qnn_context_binary-float-qualcomm_snapdragon_8_elite_for_galaxy.zip)
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+ | QNN_CONTEXT_BINARY | float | Snapdragon® 8 Elite Gen 5 Mobile | QAIRT 2.43 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/centernet_pose/releases/v0.47.0/centernet_pose-qnn_context_binary-float-qualcomm_snapdragon_8_elite_gen5.zip)
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+ | QNN_CONTEXT_BINARY | float | Snapdragon® X2 Elite | QAIRT 2.43 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/centernet_pose/releases/v0.47.0/centernet_pose-qnn_context_binary-float-qualcomm_snapdragon_x2_elite.zip)
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+ | QNN_CONTEXT_BINARY | float | Qualcomm® SA7255P | QAIRT 2.43 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/centernet_pose/releases/v0.47.0/centernet_pose-qnn_context_binary-float-qualcomm_sa7255p.zip)
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+ | QNN_CONTEXT_BINARY | float | Qualcomm® SA8295P | QAIRT 2.43 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/centernet_pose/releases/v0.47.0/centernet_pose-qnn_context_binary-float-qualcomm_sa8295p.zip)
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+ | QNN_CONTEXT_BINARY | float | Qualcomm® QCS9075 | QAIRT 2.43 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/centernet_pose/releases/v0.47.0/centernet_pose-qnn_context_binary-float-qualcomm_qcs9075.zip)
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+ | QNN_CONTEXT_BINARY | float | Qualcomm® QCS8450 (Proxy) | QAIRT 2.43 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/centernet_pose/releases/v0.47.0/centernet_pose-qnn_context_binary-float-qualcomm_qcs8450_proxy.zip)
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  For more device-specific assets and performance metrics, visit **[CenterNet-Pose on Qualcomm® AI Hub](https://aihub.qualcomm.com/models/centernet_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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+ | CenterNet-Pose | PRECOMPILED_QNN_ONNX | float | Snapdragon® X Elite | 56.286 ms | 43 - 43 MB | NPU
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+ | CenterNet-Pose | PRECOMPILED_QNN_ONNX | float | Snapdragon® 8 Gen 3 Mobile | 38.121 ms | 3 - 10 MB | NPU
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+ | CenterNet-Pose | PRECOMPILED_QNN_ONNX | float | Qualcomm® QCS8550 (Proxy) | 54.292 ms | 0 - 49 MB | NPU
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+ | CenterNet-Pose | PRECOMPILED_QNN_ONNX | float | Qualcomm® QCS9075 | 57.855 ms | 3 - 6 MB | NPU
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+ | CenterNet-Pose | PRECOMPILED_QNN_ONNX | float | Snapdragon® 8 Elite For Galaxy Mobile | 29.304 ms | 3 - 10 MB | NPU
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+ | CenterNet-Pose | PRECOMPILED_QNN_ONNX | float | Snapdragon® 8 Elite Gen 5 Mobile | 26.591 ms | 4 - 13 MB | NPU
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+ | CenterNet-Pose | PRECOMPILED_QNN_ONNX | float | Snapdragon® X2 Elite | 27.533 ms | 44 - 44 MB | NPU
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+ | CenterNet-Pose | QNN_CONTEXT_BINARY | float | Snapdragon® X Elite | 56.297 ms | 1 - 1 MB | NPU
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+ | CenterNet-Pose | QNN_CONTEXT_BINARY | float | Snapdragon® 8 Gen 3 Mobile | 37.973 ms | 1 - 8 MB | NPU
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+ | CenterNet-Pose | QNN_CONTEXT_BINARY | float | Qualcomm® QCS8275 (Proxy) | 102.392 ms | 1 - 10 MB | NPU
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+ | CenterNet-Pose | QNN_CONTEXT_BINARY | float | Qualcomm® QCS8550 (Proxy) | 54.87 ms | 1 - 4 MB | NPU
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+ | CenterNet-Pose | QNN_CONTEXT_BINARY | float | Qualcomm® SA8775P | 57.413 ms | 1 - 10 MB | NPU
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+ | CenterNet-Pose | QNN_CONTEXT_BINARY | float | Qualcomm® QCS9075 | 58.747 ms | 1 - 4 MB | NPU
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+ | CenterNet-Pose | QNN_CONTEXT_BINARY | float | Qualcomm® QCS8450 (Proxy) | 88.072 ms | 1 - 10 MB | NPU
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+ | CenterNet-Pose | QNN_CONTEXT_BINARY | float | Qualcomm® SA7255P | 102.392 ms | 1 - 10 MB | NPU
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+ | CenterNet-Pose | QNN_CONTEXT_BINARY | float | Qualcomm® SA8295P | 75.171 ms | 0 - 5 MB | NPU
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+ | CenterNet-Pose | QNN_CONTEXT_BINARY | float | Snapdragon® 8 Elite For Galaxy Mobile | 29.964 ms | 1 - 14 MB | NPU
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+ | CenterNet-Pose | QNN_CONTEXT_BINARY | float | Snapdragon® 8 Elite Gen 5 Mobile | 26.481 ms | 1 - 10 MB | NPU
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+ | CenterNet-Pose | QNN_CONTEXT_BINARY | float | Snapdragon® X2 Elite | 27.559 ms | 1 - 1 MB | NPU
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  ## License
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  * The license for the original implementation of CenterNet-Pose can be found