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CenterPoint

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v0.50.2

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See https://github.com/qualcomm/ai-hub-models/releases/v0.50.2 for changelog.

Files changed (2) hide show
  1. README.md +18 -17
  2. release_assets.json +1 -1
README.md CHANGED
@@ -26,8 +26,8 @@ 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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- | QNN_DLC | float | Universal | QAIRT 2.43 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/centerpoint/releases/v0.50.1/centerpoint-qnn_dlc-float.zip)
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- | TFLITE | float | Universal | TFLite 2.17.0 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/centerpoint/releases/v0.50.1/centerpoint-tflite-float.zip)
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  For more device-specific assets and performance metrics, visit **[CenterPoint on Qualcomm® AI Hub](https://aihub.qualcomm.com/models/centerpoint)**.
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@@ -56,21 +56,22 @@ See our repository for [CenterPoint on GitHub](https://github.com/qualcomm/ai-hu
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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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- | CenterPoint | QNN_DLC | float | Snapdragon® 8 Elite Gen 5 Mobile | 168.806 ms | 2 - 443 MB | NPU
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- | CenterPoint | QNN_DLC | float | Snapdragon® X2 Elite | 292.794 ms | 2 - 2 MB | NPU
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- | CenterPoint | QNN_DLC | float | Snapdragon® X Elite | 312.248 ms | 2 - 2 MB | NPU
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- | CenterPoint | QNN_DLC | float | Snapdragon® 8 Gen 3 Mobile | 240.53 ms | 0 - 753 MB | NPU
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- | CenterPoint | QNN_DLC | float | Qualcomm® QCS8275 (Proxy) | 909.559 ms | 1 - 452 MB | NPU
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- | CenterPoint | QNN_DLC | float | Qualcomm® QCS8550 (Proxy) | 317.529 ms | 2 - 5 MB | NPU
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- | CenterPoint | QNN_DLC | float | Qualcomm® QCS9075 | 396.618 ms | 2 - 11 MB | NPU
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- | CenterPoint | QNN_DLC | float | Qualcomm® QCS8450 (Proxy) | 516.508 ms | 2 - 1070 MB | NPU
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- | CenterPoint | QNN_DLC | float | Snapdragon® 8 Elite For Galaxy Mobile | 201.55 ms | 0 - 448 MB | NPU
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- | CenterPoint | TFLITE | float | Snapdragon® 8 Elite Gen 5 Mobile | 2561.328 ms | 2582 - 2592 MB | CPU
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- | CenterPoint | TFLITE | float | Snapdragon® 8 Gen 3 Mobile | 4070.789 ms | 2619 - 2628 MB | CPU
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- | CenterPoint | TFLITE | float | Qualcomm® QCS8275 (Proxy) | 6335.211 ms | 2597 - 2605 MB | CPU
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- | CenterPoint | TFLITE | float | Qualcomm® QCS8550 (Proxy) | 4776.619 ms | 2619 - 2622 MB | CPU
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- | CenterPoint | TFLITE | float | Qualcomm® QCS8450 (Proxy) | 5590.249 ms | 2591 - 2600 MB | CPU
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- | CenterPoint | TFLITE | float | Snapdragon® 8 Elite For Galaxy Mobile | 2992.93 ms | 2594 - 2606 MB | CPU
 
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  ## License
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  * The license for the original implementation of CenterPoint can be found
 
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  | Runtime | Precision | Chipset | SDK Versions | Download |
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  |---|---|---|---|---|
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+ | QNN_DLC | float | Universal | QAIRT 2.43 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/centerpoint/releases/v0.50.2/centerpoint-qnn_dlc-float.zip)
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+ | TFLITE | float | Universal | QAIRT 2.43, TFLite 2.19.1 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/centerpoint/releases/v0.50.2/centerpoint-tflite-float.zip)
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  For more device-specific assets and performance metrics, visit **[CenterPoint on Qualcomm® AI Hub](https://aihub.qualcomm.com/models/centerpoint)**.
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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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+ | CenterPoint | QNN_DLC | float | Snapdragon® 8 Elite Gen 5 Mobile | 170.399 ms | 2 - 444 MB | NPU
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+ | CenterPoint | QNN_DLC | float | Snapdragon® X2 Elite | 181.941 ms | 2 - 2 MB | NPU
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+ | CenterPoint | QNN_DLC | float | Snapdragon® X Elite | 311.167 ms | 2 - 2 MB | NPU
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+ | CenterPoint | QNN_DLC | float | Snapdragon® 8 Gen 3 Mobile | 243.528 ms | 0 - 752 MB | NPU
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+ | CenterPoint | QNN_DLC | float | Qualcomm® QCS8275 (Proxy) | 909.695 ms | 0 - 451 MB | NPU
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+ | CenterPoint | QNN_DLC | float | Qualcomm® QCS8550 (Proxy) | 318.018 ms | 2 - 1342 MB | NPU
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+ | CenterPoint | QNN_DLC | float | Qualcomm® QCS9075 | 396.904 ms | 2 - 11 MB | NPU
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+ | CenterPoint | QNN_DLC | float | Qualcomm® QCS8450 (Proxy) | 510.104 ms | 2 - 1069 MB | NPU
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+ | CenterPoint | QNN_DLC | float | Snapdragon® 8 Elite For Galaxy Mobile | 202.384 ms | 2 - 450 MB | NPU
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+ | CenterPoint | TFLITE | float | Snapdragon® 8 Elite Gen 5 Mobile | 2576.773 ms | 1869 - 1880 MB | CPU
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+ | CenterPoint | TFLITE | float | Snapdragon® 8 Gen 3 Mobile | 4250.482 ms | 1837 - 1846 MB | CPU
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+ | CenterPoint | TFLITE | float | Qualcomm® QCS8275 (Proxy) | 6207.515 ms | 1847 - 1855 MB | CPU
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+ | CenterPoint | TFLITE | float | Qualcomm® QCS8550 (Proxy) | 4761.8 ms | 1869 - 1896 MB | CPU
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+ | CenterPoint | TFLITE | float | Qualcomm® QCS9075 | 5185.388 ms | 2363 - 2385 MB | CPU
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+ | CenterPoint | TFLITE | float | Qualcomm® QCS8450 (Proxy) | 5721.832 ms | 1838 - 1847 MB | CPU
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+ | CenterPoint | TFLITE | float | Snapdragon® 8 Elite For Galaxy Mobile | 2758.856 ms | 1852 - 1865 MB | CPU
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  ## License
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  * The license for the original implementation of CenterPoint can be found
release_assets.json CHANGED
@@ -1 +1 @@
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- {"version":"0.50.1","precisions":{"float":{"universal_assets":{"tflite":{"tool_versions":{"tflite":"2.17.0"},"download_url":"https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/centerpoint/releases/v0.50.1/centerpoint-tflite-float.zip"},"qnn_dlc":{"tool_versions":{"qairt":"2.43.0.260127150333_193827"},"download_url":"https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/centerpoint/releases/v0.50.1/centerpoint-qnn_dlc-float.zip"}}}}}
 
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+ {"version":"0.50.2","precisions":{"float":{"universal_assets":{"qnn_dlc":{"tool_versions":{"qairt":"2.43.0.260127150333_193827"},"download_url":"https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/centerpoint/releases/v0.50.2/centerpoint-qnn_dlc-float.zip"},"tflite":{"tool_versions":{"qairt":"2.43.0.260127150333_193827","tflite":"2.19.1"},"download_url":"https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/centerpoint/releases/v0.50.2/centerpoint-tflite-float.zip"}}}}}