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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| PRECOMPILED_QNN_ONNX | float | Snapdragon® X Elite | QAIRT 2.
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| PRECOMPILED_QNN_ONNX | float | Snapdragon® 8 Gen 3 Mobile | QAIRT 2.
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| PRECOMPILED_QNN_ONNX | float | Qualcomm® QCS8550 (Proxy) | QAIRT 2.
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| PRECOMPILED_QNN_ONNX | float | Snapdragon® 8 Elite For Galaxy Mobile | QAIRT 2.
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| PRECOMPILED_QNN_ONNX | float | Snapdragon® 8 Elite Gen 5 Mobile | QAIRT 2.
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| PRECOMPILED_QNN_ONNX | float |
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| QNN_CONTEXT_BINARY | float | Snapdragon®
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| QNN_CONTEXT_BINARY | float |
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| QNN_CONTEXT_BINARY | float | Qualcomm®
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| QNN_CONTEXT_BINARY | float | Qualcomm®
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| QNN_CONTEXT_BINARY | float | Qualcomm®
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For more device-specific assets and performance metrics, visit **[CenterNet-3D on Qualcomm® AI Hub](https://aihub.qualcomm.com/models/centernet_3d)**.
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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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| CenterNet-3D | PRECOMPILED_QNN_ONNX | float | Snapdragon® X Elite |
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| CenterNet-3D | PRECOMPILED_QNN_ONNX | float | Snapdragon® 8 Gen 3 Mobile |
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| CenterNet-3D | PRECOMPILED_QNN_ONNX | float | Qualcomm® QCS8550 (Proxy) |
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| CenterNet-3D | PRECOMPILED_QNN_ONNX | float | Qualcomm® QCS9075 |
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| CenterNet-3D | PRECOMPILED_QNN_ONNX | float | Snapdragon® 8 Elite For Galaxy Mobile |
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| CenterNet-3D | PRECOMPILED_QNN_ONNX | float | Snapdragon® 8 Elite Gen 5 Mobile |
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| CenterNet-3D |
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| CenterNet-3D |
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| CenterNet-3D |
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| CenterNet-3D |
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| CenterNet-3D |
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| CenterNet-3D |
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| CenterNet-3D | QNN_CONTEXT_BINARY | float |
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| CenterNet-3D | QNN_CONTEXT_BINARY | float |
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| CenterNet-3D | QNN_CONTEXT_BINARY | float | Qualcomm®
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| CenterNet-3D | QNN_CONTEXT_BINARY | float |
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| CenterNet-3D | QNN_CONTEXT_BINARY | float |
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## License
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* The license for the original implementation of CenterNet-3D can be found
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| Runtime | Precision | Chipset | SDK Versions | Download |
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|---|---|---|---|---|
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| PRECOMPILED_QNN_ONNX | float | Snapdragon® X Elite | QAIRT 2.42, ONNX Runtime 1.24.1 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/centernet_3d/releases/v0.47.0/centernet_3d-precompiled_qnn_onnx-float-qualcomm_snapdragon_x_elite.zip)
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| PRECOMPILED_QNN_ONNX | float | Snapdragon® 8 Gen 3 Mobile | QAIRT 2.42, ONNX Runtime 1.24.1 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/centernet_3d/releases/v0.47.0/centernet_3d-precompiled_qnn_onnx-float-qualcomm_snapdragon_8gen3.zip)
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| PRECOMPILED_QNN_ONNX | float | Qualcomm® QCS8550 (Proxy) | QAIRT 2.42, ONNX Runtime 1.24.1 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/centernet_3d/releases/v0.47.0/centernet_3d-precompiled_qnn_onnx-float-qualcomm_qcs8550_proxy.zip)
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| PRECOMPILED_QNN_ONNX | float | Snapdragon® 8 Elite For Galaxy Mobile | QAIRT 2.42, ONNX Runtime 1.24.1 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/centernet_3d/releases/v0.47.0/centernet_3d-precompiled_qnn_onnx-float-qualcomm_snapdragon_8_elite_for_galaxy.zip)
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| PRECOMPILED_QNN_ONNX | float | Snapdragon® 8 Elite Gen 5 Mobile | QAIRT 2.42, ONNX Runtime 1.24.1 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/centernet_3d/releases/v0.47.0/centernet_3d-precompiled_qnn_onnx-float-qualcomm_snapdragon_8_elite_gen5.zip)
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| PRECOMPILED_QNN_ONNX | float | Snapdragon® X2 Elite | QAIRT 2.42, ONNX Runtime 1.24.1 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/centernet_3d/releases/v0.47.0/centernet_3d-precompiled_qnn_onnx-float-qualcomm_snapdragon_x2_elite.zip)
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| PRECOMPILED_QNN_ONNX | float | Qualcomm® QCS9075 | QAIRT 2.42, ONNX Runtime 1.24.1 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/centernet_3d/releases/v0.47.0/centernet_3d-precompiled_qnn_onnx-float-qualcomm_qcs9075.zip)
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| PRECOMPILED_QNN_ONNX | w8a16 | Snapdragon® X Elite | QAIRT 2.42, ONNX Runtime 1.24.1 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/centernet_3d/releases/v0.47.0/centernet_3d-precompiled_qnn_onnx-w8a16-qualcomm_snapdragon_x_elite.zip)
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| PRECOMPILED_QNN_ONNX | w8a16 | Snapdragon® 8 Gen 3 Mobile | QAIRT 2.42, ONNX Runtime 1.24.1 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/centernet_3d/releases/v0.47.0/centernet_3d-precompiled_qnn_onnx-w8a16-qualcomm_snapdragon_8gen3.zip)
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| PRECOMPILED_QNN_ONNX | w8a16 | Qualcomm® QCS8550 (Proxy) | QAIRT 2.42, ONNX Runtime 1.24.1 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/centernet_3d/releases/v0.47.0/centernet_3d-precompiled_qnn_onnx-w8a16-qualcomm_qcs8550_proxy.zip)
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| PRECOMPILED_QNN_ONNX | w8a16 | Snapdragon® 8 Elite For Galaxy Mobile | QAIRT 2.42, ONNX Runtime 1.24.1 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/centernet_3d/releases/v0.47.0/centernet_3d-precompiled_qnn_onnx-w8a16-qualcomm_snapdragon_8_elite_for_galaxy.zip)
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| PRECOMPILED_QNN_ONNX | w8a16 | Qualcomm® QCS9075 | QAIRT 2.42, ONNX Runtime 1.24.1 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/centernet_3d/releases/v0.47.0/centernet_3d-precompiled_qnn_onnx-w8a16-qualcomm_qcs9075.zip)
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| QNN_CONTEXT_BINARY | float | Snapdragon® X Elite | QAIRT 2.43 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/centernet_3d/releases/v0.47.0/centernet_3d-qnn_context_binary-float-qualcomm_snapdragon_x_elite.zip)
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| QNN_CONTEXT_BINARY | float | Snapdragon® 8 Gen 3 Mobile | QAIRT 2.43 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/centernet_3d/releases/v0.47.0/centernet_3d-qnn_context_binary-float-qualcomm_snapdragon_8gen3.zip)
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| QNN_CONTEXT_BINARY | float | Qualcomm® QCS8275 (Proxy) | QAIRT 2.43 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/centernet_3d/releases/v0.47.0/centernet_3d-qnn_context_binary-float-qualcomm_qcs8275_proxy.zip)
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| QNN_CONTEXT_BINARY | float | Qualcomm® QCS8550 (Proxy) | QAIRT 2.43 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/centernet_3d/releases/v0.47.0/centernet_3d-qnn_context_binary-float-qualcomm_qcs8550_proxy.zip)
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| QNN_CONTEXT_BINARY | float | Qualcomm® SA8775P | QAIRT 2.43 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/centernet_3d/releases/v0.47.0/centernet_3d-qnn_context_binary-float-qualcomm_sa8775p.zip)
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| QNN_CONTEXT_BINARY | float | Snapdragon® 8 Elite For Galaxy Mobile | QAIRT 2.43 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/centernet_3d/releases/v0.47.0/centernet_3d-qnn_context_binary-float-qualcomm_snapdragon_8_elite_for_galaxy.zip)
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| QNN_CONTEXT_BINARY | float | Snapdragon® 8 Elite Gen 5 Mobile | QAIRT 2.43 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/centernet_3d/releases/v0.47.0/centernet_3d-qnn_context_binary-float-qualcomm_snapdragon_8_elite_gen5.zip)
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| QNN_CONTEXT_BINARY | float | Snapdragon® X2 Elite | QAIRT 2.43 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/centernet_3d/releases/v0.47.0/centernet_3d-qnn_context_binary-float-qualcomm_snapdragon_x2_elite.zip)
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| QNN_CONTEXT_BINARY | float | Qualcomm® SA7255P | QAIRT 2.43 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/centernet_3d/releases/v0.47.0/centernet_3d-qnn_context_binary-float-qualcomm_sa7255p.zip)
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| QNN_CONTEXT_BINARY | float | Qualcomm® SA8295P | QAIRT 2.43 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/centernet_3d/releases/v0.47.0/centernet_3d-qnn_context_binary-float-qualcomm_sa8295p.zip)
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| QNN_CONTEXT_BINARY | float | Qualcomm® QCS9075 | QAIRT 2.43 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/centernet_3d/releases/v0.47.0/centernet_3d-qnn_context_binary-float-qualcomm_qcs9075.zip)
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| QNN_CONTEXT_BINARY | float | Qualcomm® QCS8450 (Proxy) | QAIRT 2.43 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/centernet_3d/releases/v0.47.0/centernet_3d-qnn_context_binary-float-qualcomm_qcs8450_proxy.zip)
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| QNN_CONTEXT_BINARY | w8a16 | Snapdragon® X Elite | QAIRT 2.43 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/centernet_3d/releases/v0.47.0/centernet_3d-qnn_context_binary-w8a16-qualcomm_snapdragon_x_elite.zip)
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| QNN_CONTEXT_BINARY | w8a16 | Snapdragon® 8 Gen 3 Mobile | QAIRT 2.43 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/centernet_3d/releases/v0.47.0/centernet_3d-qnn_context_binary-w8a16-qualcomm_snapdragon_8gen3.zip)
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| QNN_CONTEXT_BINARY | w8a16 | Qualcomm® QCS8275 (Proxy) | QAIRT 2.43 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/centernet_3d/releases/v0.47.0/centernet_3d-qnn_context_binary-w8a16-qualcomm_qcs8275_proxy.zip)
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| QNN_CONTEXT_BINARY | w8a16 | Qualcomm® QCS8550 (Proxy) | QAIRT 2.43 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/centernet_3d/releases/v0.47.0/centernet_3d-qnn_context_binary-w8a16-qualcomm_qcs8550_proxy.zip)
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| QNN_CONTEXT_BINARY | w8a16 | Qualcomm® SA8775P | QAIRT 2.43 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/centernet_3d/releases/v0.47.0/centernet_3d-qnn_context_binary-w8a16-qualcomm_sa8775p.zip)
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| QNN_CONTEXT_BINARY | w8a16 | Snapdragon® 8 Elite For Galaxy Mobile | QAIRT 2.43 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/centernet_3d/releases/v0.47.0/centernet_3d-qnn_context_binary-w8a16-qualcomm_snapdragon_8_elite_for_galaxy.zip)
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| QNN_CONTEXT_BINARY | w8a16 | Qualcomm® SA7255P | QAIRT 2.43 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/centernet_3d/releases/v0.47.0/centernet_3d-qnn_context_binary-w8a16-qualcomm_sa7255p.zip)
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| QNN_CONTEXT_BINARY | w8a16 | Qualcomm® SA8295P | QAIRT 2.43 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/centernet_3d/releases/v0.47.0/centernet_3d-qnn_context_binary-w8a16-qualcomm_sa8295p.zip)
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| QNN_CONTEXT_BINARY | w8a16 | Qualcomm® QCS9075 | QAIRT 2.43 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/centernet_3d/releases/v0.47.0/centernet_3d-qnn_context_binary-w8a16-qualcomm_qcs9075.zip)
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| QNN_CONTEXT_BINARY | w8a16 | Qualcomm® QCS8450 (Proxy) | QAIRT 2.43 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/centernet_3d/releases/v0.47.0/centernet_3d-qnn_context_binary-w8a16-qualcomm_qcs8450_proxy.zip)
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For more device-specific assets and performance metrics, visit **[CenterNet-3D on Qualcomm® AI Hub](https://aihub.qualcomm.com/models/centernet_3d)**.
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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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| CenterNet-3D | PRECOMPILED_QNN_ONNX | float | Snapdragon® X Elite | 919.772 ms | 61 - 61 MB | NPU
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| CenterNet-3D | PRECOMPILED_QNN_ONNX | float | Snapdragon® 8 Gen 3 Mobile | 712.586 ms | 9 - 16 MB | NPU
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| CenterNet-3D | PRECOMPILED_QNN_ONNX | float | Qualcomm® QCS8550 (Proxy) | 936.931 ms | 0 - 76 MB | NPU
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| CenterNet-3D | PRECOMPILED_QNN_ONNX | float | Qualcomm® QCS9075 | 935.377 ms | 6 - 14 MB | NPU
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| CenterNet-3D | PRECOMPILED_QNN_ONNX | float | Snapdragon® 8 Elite For Galaxy Mobile | 569.909 ms | 3 - 14 MB | NPU
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| CenterNet-3D | PRECOMPILED_QNN_ONNX | float | Snapdragon® 8 Elite Gen 5 Mobile | 509.457 ms | 8 - 18 MB | NPU
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| CenterNet-3D | PRECOMPILED_QNN_ONNX | float | Snapdragon® X2 Elite | 542.329 ms | 63 - 63 MB | NPU
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| CenterNet-3D | PRECOMPILED_QNN_ONNX | w8a16 | Snapdragon® X Elite | 2629.861 ms | 55 - 55 MB | NPU
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| CenterNet-3D | PRECOMPILED_QNN_ONNX | w8a16 | Snapdragon® 8 Gen 3 Mobile | 2355.669 ms | 4 - 11 MB | NPU
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| CenterNet-3D | PRECOMPILED_QNN_ONNX | w8a16 | Qualcomm® QCS8550 (Proxy) | 2978.152 ms | 0 - 63 MB | NPU
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| CenterNet-3D | PRECOMPILED_QNN_ONNX | w8a16 | Qualcomm® QCS9075 | 2828.461 ms | 0 - 6 MB | NPU
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| CenterNet-3D | PRECOMPILED_QNN_ONNX | w8a16 | Snapdragon® 8 Elite For Galaxy Mobile | 2410.207 ms | 1 - 8 MB | NPU
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| CenterNet-3D | QNN_CONTEXT_BINARY | float | Snapdragon® X Elite | 922.591 ms | 6 - 6 MB | NPU
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| CenterNet-3D | QNN_CONTEXT_BINARY | float | Snapdragon® 8 Gen 3 Mobile | 715.34 ms | 6 - 14 MB | NPU
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| CenterNet-3D | QNN_CONTEXT_BINARY | float | Qualcomm® QCS8275 (Proxy) | 1411.245 ms | 1 - 9 MB | NPU
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| CenterNet-3D | QNN_CONTEXT_BINARY | float | Qualcomm® QCS8550 (Proxy) | 936.27 ms | 6 - 8 MB | NPU
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| CenterNet-3D | QNN_CONTEXT_BINARY | float | Qualcomm® SA8775P | 958.84 ms | 1 - 10 MB | NPU
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| CenterNet-3D | QNN_CONTEXT_BINARY | float | Qualcomm® QCS9075 | 935.892 ms | 6 - 15 MB | NPU
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| CenterNet-3D | QNN_CONTEXT_BINARY | float | Qualcomm® QCS8450 (Proxy) | 1019.452 ms | 6 - 16 MB | NPU
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| CenterNet-3D | QNN_CONTEXT_BINARY | float | Qualcomm® SA7255P | 1411.245 ms | 1 - 9 MB | NPU
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| CenterNet-3D | QNN_CONTEXT_BINARY | float | Qualcomm® SA8295P | 1047.484 ms | 0 - 5 MB | NPU
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| CenterNet-3D | QNN_CONTEXT_BINARY | float | Snapdragon® 8 Elite For Galaxy Mobile | 571.577 ms | 0 - 14 MB | NPU
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| CenterNet-3D | QNN_CONTEXT_BINARY | float | Snapdragon® 8 Elite Gen 5 Mobile | 508.173 ms | 6 - 15 MB | NPU
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| CenterNet-3D | QNN_CONTEXT_BINARY | float | Snapdragon® X2 Elite | 542.505 ms | 6 - 6 MB | NPU
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| CenterNet-3D | QNN_CONTEXT_BINARY | w8a16 | Snapdragon® X Elite | 2631.303 ms | 3 - 3 MB | NPU
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| CenterNet-3D | QNN_CONTEXT_BINARY | w8a16 | Snapdragon® 8 Gen 3 Mobile | 2286.304 ms | 6 - 14 MB | NPU
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| CenterNet-3D | QNN_CONTEXT_BINARY | w8a16 | Qualcomm® QCS8275 (Proxy) | 3792.966 ms | 0 - 8 MB | NPU
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| CenterNet-3D | QNN_CONTEXT_BINARY | w8a16 | Qualcomm® QCS8550 (Proxy) | 2956.981 ms | 3 - 5 MB | NPU
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| CenterNet-3D | QNN_CONTEXT_BINARY | w8a16 | Qualcomm® SA8775P | 2855.122 ms | 1 - 9 MB | NPU
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| CenterNet-3D | QNN_CONTEXT_BINARY | w8a16 | Qualcomm® QCS9075 | 2818.832 ms | 3 - 8 MB | NPU
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| CenterNet-3D | QNN_CONTEXT_BINARY | w8a16 | Qualcomm® QCS8450 (Proxy) | 4379.412 ms | 7 - 18 MB | NPU
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| CenterNet-3D | QNN_CONTEXT_BINARY | w8a16 | Qualcomm® SA7255P | 3792.966 ms | 0 - 8 MB | NPU
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| CenterNet-3D | QNN_CONTEXT_BINARY | w8a16 | Qualcomm® SA8295P | 3389.248 ms | 0 - 5 MB | NPU
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| CenterNet-3D | QNN_CONTEXT_BINARY | w8a16 | Snapdragon® 8 Elite For Galaxy Mobile | 2393.66 ms | 3 - 12 MB | NPU
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## License
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* The license for the original implementation of CenterNet-3D can be found
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