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CenterPoint

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v0.51.0

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See https://github.com/qualcomm/ai-hub-models/releases/v0.51.0 for changelog.

Files changed (2) hide show
  1. README.md +18 -18
  2. release_assets.json +21 -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/v0.50.2/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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@@ -56,22 +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 | 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
 
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  | Runtime | Precision | Chipset | SDK Versions | Download |
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  |---|---|---|---|---|
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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/centerpoint/releases/v0.51.0/centerpoint-qnn_dlc-float.zip)
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+ | TFLITE | float | Universal | | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/centerpoint/releases/v0.51.0/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
58
  |---|---|---|---|---|---|---
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+ | CenterPoint | QNN_DLC | float | Snapdragon® 8 Elite Gen 5 Mobile | 176.216 ms | 2 - 716 MB | NPU
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+ | CenterPoint | QNN_DLC | float | Snapdragon® X2 Elite | 185.113 ms | 2 - 2 MB | NPU
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+ | CenterPoint | QNN_DLC | float | Snapdragon® X Elite | 323.996 ms | 2 - 2 MB | NPU
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+ | CenterPoint | QNN_DLC | float | Snapdragon® 8 Gen 3 Mobile | 252.459 ms | 0 - 749 MB | NPU
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+ | CenterPoint | QNN_DLC | float | Qualcomm® QCS8275 (Proxy) | 920.21 ms | 1 - 450 MB | NPU
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+ | CenterPoint | QNN_DLC | float | Qualcomm® QCS8550 (Proxy) | 332.952 ms | 2 - 5 MB | NPU
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+ | CenterPoint | QNN_DLC | float | Qualcomm® QCS9075 | 423.63 ms | 2 - 11 MB | NPU
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+ | CenterPoint | QNN_DLC | float | Qualcomm® QCS8450 (Proxy) | 515.807 ms | 2 - 679 MB | NPU
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+ | CenterPoint | QNN_DLC | float | Snapdragon® 8 Elite For Galaxy Mobile | 210.301 ms | 0 - 461 MB | NPU
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+ | CenterPoint | TFLITE | float | Snapdragon® 8 Elite Gen 5 Mobile | 2413.453 ms | 1868 - 1878 MB | CPU
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+ | CenterPoint | TFLITE | float | Snapdragon® 8 Gen 3 Mobile | 3868.195 ms | 1866 - 1874 MB | CPU
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+ | CenterPoint | TFLITE | float | Qualcomm® QCS8275 (Proxy) | 6220.268 ms | 1846 - 1855 MB | CPU
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+ | CenterPoint | TFLITE | float | Qualcomm® QCS8550 (Proxy) | 4701.028 ms | 1833 - 1835 MB | CPU
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+ | CenterPoint | TFLITE | float | Qualcomm® QCS9075 | 5154.454 ms | 2364 - 2385 MB | CPU
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+ | CenterPoint | TFLITE | float | Qualcomm® QCS8450 (Proxy) | 5728.45 ms | 1837 - 1847 MB | CPU
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+ | CenterPoint | TFLITE | float | Snapdragon® 8 Elite For Galaxy Mobile | 2852.211 ms | 1852 - 1861 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 +1,21 @@
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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"}}}}}
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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+ {
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+ "version": "0.51.0",
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+ "precisions": {
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+ "float": {
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+ "universal_assets": {
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+ "tflite": {
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+ "tool_versions": {
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+ "litert": "1.4.2"
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+ },
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+ "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/centerpoint/releases/v0.51.0/centerpoint-tflite-float.zip"
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+ },
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+ "qnn_dlc": {
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+ "tool_versions": {
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+ "qairt": "2.45.0.260326154327"
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+ },
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+ "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/centerpoint/releases/v0.51.0/centerpoint-qnn_dlc-float.zip"
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+ }
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+ }
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+ }
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+ }
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+ }