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CenterPoint

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v0.56.0

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See https://github.com/qualcomm/ai-hub-models/releases/v0.56.0 for changelog.

Files changed (2) hide show
  1. README.md +30 -15
  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/v0.55.0/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/v0.55.0/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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@@ -56,19 +56,34 @@ 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 | TFLITE | float | Snapdragon® 8 Elite Gen 5 Mobile | 844.948 ms | 1865 - 1875 MB | CPU
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- | CenterPoint | TFLITE | float | Snapdragon® 8 Gen 3 Mobile | 3818.524 ms | 1865 - 1873 MB | CPU
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- | CenterPoint | TFLITE | float | Qualcomm® QCS8275 | 6201.102 ms | 1849 - 1858 MB | CPU
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- | CenterPoint | TFLITE | float | Qualcomm® QCS8550 (Proxy) | 4829.208 ms | 1890 - 1892 MB | CPU
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- | CenterPoint | TFLITE | float | Qualcomm® SA8775P | 5364.543 ms | 1809 - 1815 MB | CPU
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- | CenterPoint | TFLITE | float | Qualcomm® SA8650P | 5364.543 ms | 1809 - 1815 MB | CPU
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- | CenterPoint | TFLITE | float | Qualcomm® SA8255P | 5364.543 ms | 1809 - 1815 MB | CPU
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- | CenterPoint | TFLITE | float | Qualcomm® QCS8450 (Proxy) | 5527.011 ms | 1836 - 1846 MB | CPU
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- | CenterPoint | TFLITE | float | Qualcomm® SA7255P | 6201.102 ms | 1849 - 1858 MB | CPU
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- | CenterPoint | TFLITE | float | Snapdragon® 8 Elite For Galaxy Mobile | 2618.231 ms | 1853 - 1861 MB | CPU
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- | CenterPoint | TFLITE | float | Qualcomm® SA8295P | 4088.884 ms | 1807 - 1813 MB | CPU
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- | CenterPoint | TFLITE | float | Qualcomm® QCS9075 | 5149.295 ms | 2362 - 2384 MB | CPU
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- | CenterPoint | TFLITE | float | Qualcomm® QCS8750 | 2618.231 ms | 1853 - 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/v0.56.0/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/v0.56.0/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® X2 Elite | 182.793 ms | 2 - 2 MB | NPU
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+ | CenterPoint | QNN_DLC | float | Snapdragon® X Elite | 322.157 ms | 2 - 2 MB | NPU
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+ | CenterPoint | QNN_DLC | float | Snapdragon® 8 Gen 3 Mobile | 252.712 ms | 0 - 753 MB | NPU
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+ | CenterPoint | QNN_DLC | float | Snapdragon® 8 Gen 1 Mobile | 518.366 ms | 2 - 736 MB | NPU
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+ | CenterPoint | QNN_DLC | float | Qualcomm® QCS8275 | 920.139 ms | 2 - 451 MB | NPU
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+ | CenterPoint | QNN_DLC | float | Qualcomm® QCS8550 (Proxy) | 335.833 ms | 2 - 4 MB | NPU
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+ | CenterPoint | QNN_DLC | float | Qualcomm® QCS8450 | 518.366 ms | 2 - 736 MB | NPU
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+ | CenterPoint | QNN_DLC | float | Snapdragon® 8 Elite Mobile | 210.78 ms | 0 - 461 MB | NPU
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+ | CenterPoint | QNN_DLC | float | Qualcomm® SA8295P | 442.021 ms | 1 - 449 MB | NPU
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+ | CenterPoint | QNN_DLC | float | Snapdragon® 8 Elite Gen 5 Mobile | 174.671 ms | 2 - 722 MB | NPU
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+ | CenterPoint | QNN_DLC | float | Qualcomm® SA7255P | 920.139 ms | 2 - 451 MB | NPU
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+ | CenterPoint | QNN_DLC | float | Qualcomm® QCS9075 | 423.202 ms | 2 - 11 MB | NPU
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+ | CenterPoint | QNN_DLC | float | Qualcomm® QCS8750 | 210.78 ms | 0 - 461 MB | NPU
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+ | CenterPoint | QNN_DLC | float | Qualcomm® QCS7181 | 322.157 ms | 2 - 2 MB | NPU
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+ | CenterPoint | TFLITE | float | Snapdragon® 8 Gen 3 Mobile | 3854.229 ms | 1835 - 1843 MB | CPU
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+ | CenterPoint | TFLITE | float | Snapdragon® 8 Gen 1 Mobile | 5099.219 ms | 1858 - 1870 MB | CPU
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+ | CenterPoint | TFLITE | float | Qualcomm® QCS8275 | 6174.644 ms | 1848 - 1856 MB | CPU
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+ | CenterPoint | TFLITE | float | Qualcomm® QCS8550 (Proxy) | 5389.073 ms | 1828 - 1836 MB | CPU
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+ | CenterPoint | TFLITE | float | Qualcomm® SA8775P | 5380.349 ms | 1807 - 1813 MB | CPU
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+ | CenterPoint | TFLITE | float | Qualcomm® SA8650P | 5380.349 ms | 1807 - 1813 MB | CPU
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+ | CenterPoint | TFLITE | float | Qualcomm® SA8255P | 5380.349 ms | 1807 - 1813 MB | CPU
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+ | CenterPoint | TFLITE | float | Qualcomm® QCS8450 | 5099.219 ms | 1858 - 1870 MB | CPU
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+ | CenterPoint | TFLITE | float | Snapdragon® 8 Elite Mobile | 2816.604 ms | 1853 - 1865 MB | CPU
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+ | CenterPoint | TFLITE | float | Qualcomm® SA8295P | 3502.138 ms | 1807 - 1813 MB | CPU
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+ | CenterPoint | TFLITE | float | Snapdragon® 8 Elite Gen 5 Mobile | 805.643 ms | 1979 - 1988 MB | CPU
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+ | CenterPoint | TFLITE | float | Qualcomm® SA7255P | 6174.644 ms | 1848 - 1856 MB | CPU
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+ | CenterPoint | TFLITE | float | Qualcomm® QCS9075 | 5160.994 ms | 2362 - 2383 MB | CPU
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+ | CenterPoint | TFLITE | float | Qualcomm® QCS8750 | 2816.604 ms | 1853 - 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
@@ -1,19 +1,19 @@
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  {
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- "version": "0.55.0",
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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/v0.55.0/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/v0.55.0/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": "0.56.0",
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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": "1.4.4"
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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/v0.56.0/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/v0.56.0/centerpoint-qnn_dlc-float.zip"
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  }
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  }
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  }