v0.47.0
Browse filesSee https://github.com/quic/ai-hub-models/releases/v0.47.0 for changelog.
README.md
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| Runtime | Precision | Chipset | SDK Versions | Download |
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| QNN_DLC | float | Universal | QAIRT 2.
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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.
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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® X Elite |
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| CenterPoint | QNN_DLC | float | Snapdragon® 8 Gen 3 Mobile |
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| CenterPoint | QNN_DLC | float | Qualcomm® QCS8275 (Proxy) |
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| CenterPoint | QNN_DLC | float | Qualcomm® QCS8550 (Proxy) |
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| CenterPoint | QNN_DLC | float | Qualcomm® QCS9075 | 396.
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| CenterPoint | QNN_DLC | float | Qualcomm® QCS8450 (Proxy) |
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| CenterPoint | QNN_DLC | float | Snapdragon® 8 Elite For Galaxy Mobile | 201.
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| CenterPoint | QNN_DLC | float | Snapdragon® 8 Elite Gen 5 Mobile |
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| CenterPoint |
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| CenterPoint | TFLITE | float |
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| CenterPoint | TFLITE | float | Qualcomm®
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| CenterPoint | TFLITE | float | Qualcomm®
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| CenterPoint | TFLITE | float |
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| CenterPoint | TFLITE | float | Snapdragon® 8 Elite
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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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| QNN_DLC | float | Universal | QAIRT 2.43 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/centerpoint/releases/v0.47.0/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/v0.47.0/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® X Elite | 310.985 ms | 2 - 2 MB | NPU
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| CenterPoint | QNN_DLC | float | Snapdragon® 8 Gen 3 Mobile | 245.04 ms | 2 - 757 MB | NPU
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| CenterPoint | QNN_DLC | float | Qualcomm® QCS8275 (Proxy) | 909.207 ms | 1 - 452 MB | NPU
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| CenterPoint | QNN_DLC | float | Qualcomm® QCS8550 (Proxy) | 319.384 ms | 2 - 5 MB | NPU
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| CenterPoint | QNN_DLC | float | Qualcomm® QCS9075 | 396.805 ms | 2 - 11 MB | NPU
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| CenterPoint | QNN_DLC | float | Qualcomm® QCS8450 (Proxy) | 514.117 ms | 2 - 1067 MB | NPU
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| CenterPoint | QNN_DLC | float | Snapdragon® 8 Elite For Galaxy Mobile | 201.857 ms | 0 - 449 MB | NPU
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| CenterPoint | QNN_DLC | float | Snapdragon® 8 Elite Gen 5 Mobile | 170.344 ms | 2 - 443 MB | NPU
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| CenterPoint | QNN_DLC | float | Snapdragon® X2 Elite | 182.704 ms | 2 - 2 MB | NPU
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| CenterPoint | TFLITE | float | Snapdragon® 8 Gen 3 Mobile | 3826.156 ms | 2622 - 2630 MB | CPU
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| CenterPoint | TFLITE | float | Qualcomm® QCS8275 (Proxy) | 6336.958 ms | 2598 - 2606 MB | CPU
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| CenterPoint | TFLITE | float | Qualcomm® QCS8550 (Proxy) | 4687.416 ms | 2619 - 2621 MB | CPU
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| CenterPoint | TFLITE | float | Qualcomm® QCS8450 (Proxy) | 5713.929 ms | 2591 - 2601 MB | CPU
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| CenterPoint | TFLITE | float | Snapdragon® 8 Elite For Galaxy Mobile | 3014.608 ms | 2594 - 2607 MB | CPU
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| CenterPoint | TFLITE | float | Snapdragon® 8 Elite Gen 5 Mobile | 2412.777 ms | 2653 - 2663 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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