v0.50.2
Browse filesSee https://github.com/qualcomm/ai-hub-models/releases/v0.50.2 for changelog.
- README.md +26 -26
- release_assets.json +1 -1
README.md
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@@ -27,9 +27,9 @@ Below are pre-exported model assets ready for deployment.
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| Runtime | Precision | Chipset | SDK Versions | Download |
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| ONNX | float | Universal | QAIRT 2.42, ONNX Runtime 1.24.
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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/pointnet/releases/v0.50.
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| TFLITE | float | Universal | QAIRT 2.43, TFLite 2.
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For more device-specific assets and performance metrics, visit **[PointNet on Qualcomm® AI Hub](https://aihub.qualcomm.com/models/pointnet)**.
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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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| PointNet | ONNX | float | Snapdragon® 8 Elite Gen 5 Mobile | 0.
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| PointNet | ONNX | float | Snapdragon® X2 Elite | 0.
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| PointNet | ONNX | float | Snapdragon® X Elite | 0.
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| PointNet | ONNX | float | Snapdragon® 8 Gen 3 Mobile | 0.
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| PointNet | ONNX | float | Qualcomm® QCS8550 (Proxy) | 0.
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| PointNet | ONNX | float | Qualcomm® QCS9075 | 0.
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| PointNet | ONNX | float | Snapdragon® 8 Elite For Galaxy Mobile | 0.
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| PointNet | QNN_DLC | float | Snapdragon® 8 Elite Gen 5 Mobile | 0.
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| PointNet | QNN_DLC | float | Snapdragon® X2 Elite | 0.
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| PointNet | QNN_DLC | float | Snapdragon® X Elite | 0.
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| PointNet | QNN_DLC | float | Snapdragon® 8 Gen 3 Mobile | 0.
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| PointNet | QNN_DLC | float | Qualcomm® QCS8275 (Proxy) | 1.
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| PointNet | QNN_DLC | float | Qualcomm® QCS8550 (Proxy) | 0.
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| PointNet | QNN_DLC | float | Qualcomm® QCS9075 | 0.
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| PointNet | QNN_DLC | float | Qualcomm® QCS8450 (Proxy) | 0.867 ms | 0 -
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| PointNet | QNN_DLC | float | Snapdragon® 8 Elite For Galaxy Mobile | 0.
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| PointNet | TFLITE | float | Snapdragon® 8 Elite Gen 5 Mobile | 0.
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| PointNet | TFLITE | float | Snapdragon® 8 Gen 3 Mobile | 0.412 ms | 0 -
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| PointNet | TFLITE | float | Qualcomm® QCS8275 (Proxy) | 1.
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| PointNet | TFLITE | float | Qualcomm® QCS8550 (Proxy) | 0.
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| PointNet | TFLITE | float | Qualcomm® QCS9075 | 0.
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| PointNet | TFLITE | float | Qualcomm® QCS8450 (Proxy) | 0.
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| PointNet | TFLITE | float | Snapdragon® 8 Elite For Galaxy Mobile | 0.
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## License
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* The license for the original implementation of PointNet can be found
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| Runtime | Precision | Chipset | SDK Versions | Download |
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| ONNX | float | Universal | QAIRT 2.42, ONNX Runtime 1.24.3 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/pointnet/releases/v0.50.2/pointnet-onnx-float.zip)
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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/pointnet/releases/v0.50.2/pointnet-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/pointnet/releases/v0.50.2/pointnet-tflite-float.zip)
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For more device-specific assets and performance metrics, visit **[PointNet on Qualcomm® AI Hub](https://aihub.qualcomm.com/models/pointnet)**.
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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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| PointNet | ONNX | float | Snapdragon® 8 Elite Gen 5 Mobile | 0.319 ms | 0 - 29 MB | NPU
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| PointNet | ONNX | float | Snapdragon® X2 Elite | 0.314 ms | 7 - 7 MB | NPU
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| PointNet | ONNX | float | Snapdragon® X Elite | 0.784 ms | 7 - 7 MB | NPU
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| PointNet | ONNX | float | Snapdragon® 8 Gen 3 Mobile | 0.405 ms | 0 - 42 MB | NPU
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| PointNet | ONNX | float | Qualcomm® QCS8550 (Proxy) | 0.648 ms | 0 - 8 MB | NPU
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| PointNet | ONNX | float | Qualcomm® QCS9075 | 0.826 ms | 0 - 3 MB | NPU
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| PointNet | ONNX | float | Snapdragon® 8 Elite For Galaxy Mobile | 0.435 ms | 0 - 25 MB | NPU
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| PointNet | QNN_DLC | float | Snapdragon® 8 Elite Gen 5 Mobile | 0.32 ms | 0 - 30 MB | NPU
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| PointNet | QNN_DLC | float | Snapdragon® X2 Elite | 0.426 ms | 1 - 1 MB | NPU
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| PointNet | QNN_DLC | float | Snapdragon® X Elite | 0.801 ms | 0 - 0 MB | NPU
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| PointNet | QNN_DLC | float | Snapdragon® 8 Gen 3 Mobile | 0.414 ms | 0 - 43 MB | NPU
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| PointNet | QNN_DLC | float | Qualcomm® QCS8275 (Proxy) | 1.857 ms | 0 - 27 MB | NPU
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| PointNet | QNN_DLC | float | Qualcomm® QCS8550 (Proxy) | 0.663 ms | 0 - 6 MB | NPU
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| PointNet | QNN_DLC | float | Qualcomm® QCS9075 | 0.798 ms | 2 - 4 MB | NPU
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| PointNet | QNN_DLC | float | Qualcomm® QCS8450 (Proxy) | 0.867 ms | 0 - 44 MB | NPU
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| PointNet | QNN_DLC | float | Snapdragon® 8 Elite For Galaxy Mobile | 0.477 ms | 0 - 26 MB | NPU
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| PointNet | TFLITE | float | Snapdragon® 8 Elite Gen 5 Mobile | 0.315 ms | 0 - 30 MB | NPU
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| PointNet | TFLITE | float | Snapdragon® 8 Gen 3 Mobile | 0.412 ms | 0 - 44 MB | NPU
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| PointNet | TFLITE | float | Qualcomm® QCS8275 (Proxy) | 1.9 ms | 0 - 28 MB | NPU
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| PointNet | TFLITE | float | Qualcomm® QCS8550 (Proxy) | 0.663 ms | 0 - 2 MB | NPU
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| PointNet | TFLITE | float | Qualcomm® QCS9075 | 0.804 ms | 0 - 9 MB | NPU
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| PointNet | TFLITE | float | Qualcomm® QCS8450 (Proxy) | 0.863 ms | 0 - 45 MB | NPU
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| PointNet | TFLITE | float | Snapdragon® 8 Elite For Galaxy Mobile | 0.485 ms | 0 - 27 MB | NPU
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## License
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* The license for the original implementation of PointNet can be found
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release_assets.json
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{"version":"0.50.
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{"version":"0.50.2","precisions":{"float":{"universal_assets":{"onnx":{"tool_versions":{"qairt":"2.42.0.251225135753_193295","onnx_runtime":"1.24.3"},"download_url":"https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/pointnet/releases/v0.50.2/pointnet-onnx-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/pointnet/releases/v0.50.2/pointnet-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/pointnet/releases/v0.50.2/pointnet-tflite-float.zip"}}}}}
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