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CenterPoint

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v0.53.0

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See https://github.com/qualcomm/ai-hub-models/releases/v0.53.0 for changelog.

Files changed (2) hide show
  1. README.md +21 -18
  2. release_assets.json +4 -4
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 2.45 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/centerpoint/releases/v0.52.0/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/v0.52.0/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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@@ -56,22 +56,25 @@ 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 | 176.658 ms | 2 - 717 MB | NPU
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- | CenterPoint | QNN_DLC | float | Snapdragon® X2 Elite | 184.862 ms | 2 - 2 MB | NPU
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- | CenterPoint | QNN_DLC | float | Snapdragon® X Elite | 324.739 ms | 2 - 2 MB | NPU
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- | CenterPoint | QNN_DLC | float | Snapdragon® 8 Gen 3 Mobile | 249.275 ms | 0 - 751 MB | NPU
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- | CenterPoint | QNN_DLC | float | Qualcomm® QCS8275 (Proxy) | 920.055 ms | 0 - 450 MB | NPU
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- | CenterPoint | QNN_DLC | float | Qualcomm® QCS8550 (Proxy) | 330.139 ms | 2 - 1294 MB | NPU
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- | CenterPoint | QNN_DLC | float | Qualcomm® QCS9075 | 422.489 ms | 2 - 11 MB | NPU
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- | CenterPoint | QNN_DLC | float | Qualcomm® QCS8450 (Proxy) | 517.071 ms | 2 - 679 MB | NPU
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- | CenterPoint | QNN_DLC | float | Snapdragon® 8 Elite For Galaxy Mobile | 210.248 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
 
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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/v0.53.0/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/v0.53.0/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
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  |---|---|---|---|---|---|---
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+ | CenterPoint | QNN_DLC | float | Snapdragon® 8 Elite Gen 5 Mobile | 177.261 ms | 2 - 717 MB | NPU
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+ | CenterPoint | QNN_DLC | float | Snapdragon® 8 Elite Mobile | 210.365 ms | 0 - 462 MB | NPU
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+ | CenterPoint | QNN_DLC | float | Snapdragon® X2 Elite | 185.25 ms | 2 - 2 MB | NPU
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+ | CenterPoint | QNN_DLC | float | Snapdragon® X Elite | 323.28 ms | 2 - 2 MB | NPU
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+ | CenterPoint | QNN_DLC | float | Snapdragon® X Elite | 323.28 ms | 2 - 2 MB | NPU
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+ | CenterPoint | QNN_DLC | float | Snapdragon® 8 Gen 3 Mobile | 251.589 ms | 0 - 750 MB | NPU
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+ | CenterPoint | QNN_DLC | float | Qualcomm® QCS8275 (Proxy) | 924.188 ms | 1 - 451 MB | NPU
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+ | CenterPoint | QNN_DLC | float | Qualcomm® QCS8550 (Proxy) | 334.302 ms | 2 - 26 MB | NPU
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+ | CenterPoint | QNN_DLC | float | Qualcomm® QCS9075 | 423.096 ms | 2 - 11 MB | NPU
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+ | CenterPoint | QNN_DLC | float | Qualcomm® QCS8450 (Proxy) | 544.025 ms | 2 - 736 MB | NPU
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+ | CenterPoint | QNN_DLC | float | Snapdragon® 8 Elite For Galaxy Mobile | 210.365 ms | 0 - 462 MB | NPU
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+ | CenterPoint | TFLITE | float | Snapdragon® 8 Elite Gen 5 Mobile | 2565.55 ms | 1866 - 1877 MB | CPU
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+ | CenterPoint | TFLITE | float | Snapdragon® 8 Elite Mobile | 2623.124 ms | 1853 - 1862 MB | CPU
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+ | CenterPoint | TFLITE | float | Snapdragon® 8 Gen 3 Mobile | 4173.433 ms | 1865 - 1874 MB | CPU
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+ | CenterPoint | TFLITE | float | Qualcomm® QCS8275 (Proxy) | 6211.94 ms | 1838 - 1846 MB | CPU
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+ | CenterPoint | TFLITE | float | Qualcomm® QCS8550 (Proxy) | 4857.49 ms | 1890 - 1891 MB | CPU
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+ | CenterPoint | TFLITE | float | Qualcomm® QCS9075 | 5172.923 ms | 2364 - 2386 MB | CPU
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+ | CenterPoint | TFLITE | float | Qualcomm® QCS8450 (Proxy) | 6894.857 ms | 1842 - 1852 MB | CPU
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+ | CenterPoint | TFLITE | float | Snapdragon® 8 Elite For Galaxy Mobile | 2623.124 ms | 1853 - 1862 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
@@ -1,19 +1,19 @@
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  {
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- "version": "0.52.0",
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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/v0.52.0/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/v0.52.0/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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+ "version": "0.53.0",
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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": "1.4.3"
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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/v0.53.0/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/v0.53.0/centerpoint-qnn_dlc-float.zip"
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  }
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  }
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  }