v0.63.0
Browse filesSee https://github.com/qualcomm/ai-hub-models/releases/v0.63.0 for changelog.
- README.md +74 -28
- release_assets.json +185 -22
README.md
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CenterNet is a machine learning model for generating a birds eye view represenation from the sensors(cameras) mounted on a vehicle.
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This is based on the implementation of CenterNet-3D found [here](https://github.com/xingyizhou/CenterNet).
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This repository contains pre-exported model files optimized for Qualcomm® devices. You can use the [Qualcomm® AI Hub Models](https://github.com/qualcomm/ai-hub-models/blob/v0.
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Qualcomm AI Hub Models uses [Qualcomm AI Hub Workbench](https://workbench.aihub.qualcomm.com) to compile, profile, and evaluate this model. [Sign up](https://myaccount.qualcomm.com/signup) to run these models on a hosted Qualcomm® device.
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| Runtime | Precision | Chipset | SDK Versions | Download |
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| PRECOMPILED_QNN_ONNX | w8a16 | Snapdragon®
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| PRECOMPILED_QNN_ONNX | w8a16 | Snapdragon®
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| PRECOMPILED_QNN_ONNX | w8a16 | Snapdragon®
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| PRECOMPILED_QNN_ONNX | w8a16 | Qualcomm® Dragonwing™ IQ-
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| QNN_CONTEXT_BINARY | w8a16 | Snapdragon® 8 Elite Mobile | QAIRT 2.45 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/centernet_3d/releases/v0.
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| QNN_CONTEXT_BINARY | w8a16 | Snapdragon®
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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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### Option 2: Export with Custom Configurations
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Use the [Qualcomm® AI Hub Models](https://github.com/qualcomm/ai-hub-models/blob/v0.
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- Custom weights (e.g., fine-tuned checkpoints)
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- Custom input shapes
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- Target device and runtime configurations
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This option is ideal if you need to customize the model beyond the default configuration provided here.
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See our repository for [CenterNet-3D on GitHub](https://github.com/qualcomm/ai-hub-models/blob/v0.
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## Model Details
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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 | w8a16 | Snapdragon® X2 Elite | 840.663 ms | 5 - 5 MB | NPU
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| CenterNet-3D | PRECOMPILED_QNN_ONNX | w8a16 | Snapdragon® X Elite | 1498.139 ms | 54 - 54 MB | NPU
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| CenterNet-3D | PRECOMPILED_QNN_ONNX | w8a16 | Snapdragon® 8 Gen 3 Mobile | 1129.663 ms | 4 - 12 MB | NPU
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| CenterNet-3D | PRECOMPILED_QNN_ONNX | w8a16 | Qualcomm® Dragonwing™ IQ-9075 | 1480.045 ms | 0 - 6 MB | NPU
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| CenterNet-3D | PRECOMPILED_QNN_ONNX | w8a16 | Qualcomm® Dragonwing™ IQ-X7181 | 1498.139 ms | 54 - 54 MB | NPU
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| CenterNet-3D | PRECOMPILED_QNN_ONNX | w8a16 | Qualcomm® Dragonwing™ Q-8750 | 1024.66 ms | 1 - 13 MB | NPU
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| CenterNet-3D | QNN_CONTEXT_BINARY | w8a16 | Snapdragon® X2 Elite | 839.477 ms | 3 - 3 MB | NPU
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| CenterNet-3D | QNN_CONTEXT_BINARY | w8a16 | Snapdragon® X Elite | 1500.565 ms | 3 - 3 MB | NPU
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| CenterNet-3D | QNN_CONTEXT_BINARY | w8a16 | Snapdragon® 8 Gen 3 Mobile | 1132.361 ms | 3 - 12 MB | NPU
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| CenterNet-3D | QNN_CONTEXT_BINARY | w8a16 | Qualcomm® Dragonwing™ Q-8750 | 1016.755 ms | 3 - 12 MB | NPU
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| CenterNet-3D | QNN_CONTEXT_BINARY | w8a16 | Qualcomm® SA7255P | 2417.946 ms | 1 - 10 MB | NPU
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| CenterNet-3D | QNN_CONTEXT_BINARY | w8a16 | Qualcomm® SA8295P | 1425.882 ms | 1 - 6 MB | NPU
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| CenterNet-3D | QNN_CONTEXT_BINARY |
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| CenterNet-3D | QNN_CONTEXT_BINARY |
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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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CenterNet is a machine learning model for generating a birds eye view represenation from the sensors(cameras) mounted on a vehicle.
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This is based on the implementation of CenterNet-3D found [here](https://github.com/xingyizhou/CenterNet).
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This repository contains pre-exported model files optimized for Qualcomm® devices. You can use the [Qualcomm® AI Hub Models](https://github.com/qualcomm/ai-hub-models/blob/v0.63.0/src/qai_hub_models/models/centernet_3d) library to export with custom configurations. More details on model performance across various devices, can be found [here](#performance-summary).
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Qualcomm AI Hub Models uses [Qualcomm AI Hub Workbench](https://workbench.aihub.qualcomm.com) to compile, profile, and evaluate this model. [Sign up](https://myaccount.qualcomm.com/signup) to run these models on a hosted Qualcomm® device.
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| Runtime | Precision | Chipset | SDK Versions | Download |
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|---|---|---|---|---|
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| PRECOMPILED_QNN_ONNX | w8a16 | Snapdragon® 8 Elite Gen 5 For Galaxy Mobile | QAIRT 2.45, ONNX Runtime 1.27.1 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/centernet_3d/releases/v0.63.0/centernet_3d-precompiled_qnn_onnx-w8a16-qualcomm_snapdragon_8_elite_gen5_for_galaxy.zip)
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| PRECOMPILED_QNN_ONNX | w8a16 | Snapdragon® 8 Elite For Galaxy Mobile | QAIRT 2.45, ONNX Runtime 1.27.1 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/centernet_3d/releases/v0.63.0/centernet_3d-precompiled_qnn_onnx-w8a16-qualcomm_snapdragon_8_elite_for_galaxy.zip)
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| PRECOMPILED_QNN_ONNX | w8a16 | Snapdragon® X2 Elite | QAIRT 2.45, ONNX Runtime 1.27.1 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/centernet_3d/releases/v0.63.0/centernet_3d-precompiled_qnn_onnx-w8a16-qualcomm_snapdragon_x2_elite.zip)
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| PRECOMPILED_QNN_ONNX | w8a16 | Snapdragon® X Elite | QAIRT 2.45, ONNX Runtime 1.27.1 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/centernet_3d/releases/v0.63.0/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 2.45, ONNX Runtime 1.27.1 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/centernet_3d/releases/v0.63.0/centernet_3d-precompiled_qnn_onnx-w8a16-qualcomm_snapdragon_8gen3.zip)
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| PRECOMPILED_QNN_ONNX | w8a16 | Snapdragon® 8 Gen 1 Mobile | QAIRT 2.45, ONNX Runtime 1.27.1 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/centernet_3d/releases/v0.63.0/centernet_3d-precompiled_qnn_onnx-w8a16-qualcomm_snapdragon_8gen1.zip)
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| PRECOMPILED_QNN_ONNX | w8a16 | Qualcomm® Dragonwing™ IQ-8275 | QAIRT 2.45, ONNX Runtime 1.27.1 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/centernet_3d/releases/v0.63.0/centernet_3d-precompiled_qnn_onnx-w8a16-qualcomm_qcs8275.zip)
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| PRECOMPILED_QNN_ONNX | w8a16 | Qualcomm® Dragonwing™ QCS8550 (Proxy) | QAIRT 2.45, ONNX Runtime 1.27.1 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/centernet_3d/releases/v0.63.0/centernet_3d-precompiled_qnn_onnx-w8a16-qualcomm_qcs8550_proxy.zip)
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| PRECOMPILED_QNN_ONNX | w8a16 | Qualcomm® Dragonwing™ IQ-9075 | QAIRT 2.45, ONNX Runtime 1.27.1 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/centernet_3d/releases/v0.63.0/centernet_3d-precompiled_qnn_onnx-w8a16-qualcomm_qcs9075.zip)
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| PRECOMPILED_QNN_ONNX | w8a16_mixed_fp16 | Snapdragon® 8 Elite Gen 5 For Galaxy Mobile | QAIRT 2.50, ONNX Runtime 1.27.1 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/centernet_3d/releases/v0.63.0/centernet_3d-precompiled_qnn_onnx-w8a16_mixed_fp16-qualcomm_snapdragon_8_elite_gen5_for_galaxy.zip)
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| PRECOMPILED_QNN_ONNX | w8a16_mixed_fp16 | Snapdragon® 8 Elite For Galaxy Mobile | QAIRT 2.50, ONNX Runtime 1.27.1 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/centernet_3d/releases/v0.63.0/centernet_3d-precompiled_qnn_onnx-w8a16_mixed_fp16-qualcomm_snapdragon_8_elite_for_galaxy.zip)
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| PRECOMPILED_QNN_ONNX | w8a16_mixed_fp16 | Snapdragon® X2 Elite | QAIRT 2.50, ONNX Runtime 1.27.1 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/centernet_3d/releases/v0.63.0/centernet_3d-precompiled_qnn_onnx-w8a16_mixed_fp16-qualcomm_snapdragon_x2_elite.zip)
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| PRECOMPILED_QNN_ONNX | w8a16_mixed_fp16 | Snapdragon® X Elite | QAIRT 2.50, ONNX Runtime 1.27.1 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/centernet_3d/releases/v0.63.0/centernet_3d-precompiled_qnn_onnx-w8a16_mixed_fp16-qualcomm_snapdragon_x_elite.zip)
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| PRECOMPILED_QNN_ONNX | w8a16_mixed_fp16 | Snapdragon® 8 Gen 3 Mobile | QAIRT 2.50, ONNX Runtime 1.27.1 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/centernet_3d/releases/v0.63.0/centernet_3d-precompiled_qnn_onnx-w8a16_mixed_fp16-qualcomm_snapdragon_8gen3.zip)
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| PRECOMPILED_QNN_ONNX | w8a16_mixed_fp16 | Snapdragon® 8 Gen 1 Mobile | QAIRT 2.50, ONNX Runtime 1.27.1 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/centernet_3d/releases/v0.63.0/centernet_3d-precompiled_qnn_onnx-w8a16_mixed_fp16-qualcomm_snapdragon_8gen1.zip)
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| PRECOMPILED_QNN_ONNX | w8a16_mixed_fp16 | Qualcomm® Dragonwing™ IQ-8275 | QAIRT 2.50, ONNX Runtime 1.27.1 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/centernet_3d/releases/v0.63.0/centernet_3d-precompiled_qnn_onnx-w8a16_mixed_fp16-qualcomm_qcs8275.zip)
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| PRECOMPILED_QNN_ONNX | w8a16_mixed_fp16 | Qualcomm® Dragonwing™ QCS8550 (Proxy) | QAIRT 2.50, ONNX Runtime 1.27.1 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/centernet_3d/releases/v0.63.0/centernet_3d-precompiled_qnn_onnx-w8a16_mixed_fp16-qualcomm_qcs8550_proxy.zip)
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| PRECOMPILED_QNN_ONNX | w8a16_mixed_fp16 | Qualcomm® Dragonwing™ IQ-9075 | QAIRT 2.50, ONNX Runtime 1.27.1 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/centernet_3d/releases/v0.63.0/centernet_3d-precompiled_qnn_onnx-w8a16_mixed_fp16-qualcomm_qcs9075.zip)
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| QNN_CONTEXT_BINARY | w8a16 | Snapdragon® 8 Elite Gen 5 For Galaxy Mobile | QAIRT 2.45 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/centernet_3d/releases/v0.63.0/centernet_3d-qnn_context_binary-w8a16-qualcomm_snapdragon_8_elite_gen5_for_galaxy.zip)
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| QNN_CONTEXT_BINARY | w8a16 | Snapdragon® 8 Elite For Galaxy Mobile | QAIRT 2.45 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/centernet_3d/releases/v0.63.0/centernet_3d-qnn_context_binary-w8a16-qualcomm_snapdragon_8_elite_for_galaxy.zip)
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| QNN_CONTEXT_BINARY | w8a16 | Snapdragon® X2 Elite | QAIRT 2.45 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/centernet_3d/releases/v0.63.0/centernet_3d-qnn_context_binary-w8a16-qualcomm_snapdragon_x2_elite.zip)
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| QNN_CONTEXT_BINARY | w8a16 | Snapdragon® X Elite | QAIRT 2.45 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/centernet_3d/releases/v0.63.0/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 2.45 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/centernet_3d/releases/v0.63.0/centernet_3d-qnn_context_binary-w8a16-qualcomm_snapdragon_8gen3.zip)
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| QNN_CONTEXT_BINARY | w8a16 | Snapdragon® 8 Gen 1 Mobile | QAIRT 2.45 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/centernet_3d/releases/v0.63.0/centernet_3d-qnn_context_binary-w8a16-qualcomm_snapdragon_8gen1.zip)
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| QNN_CONTEXT_BINARY | w8a16 | Qualcomm® Dragonwing™ IQ-8275 | QAIRT 2.45 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/centernet_3d/releases/v0.63.0/centernet_3d-qnn_context_binary-w8a16-qualcomm_qcs8275.zip)
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| QNN_CONTEXT_BINARY | w8a16 | Qualcomm® Dragonwing™ QCS8550 (Proxy) | QAIRT 2.45 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/centernet_3d/releases/v0.63.0/centernet_3d-qnn_context_binary-w8a16-qualcomm_qcs8550_proxy.zip)
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| QNN_CONTEXT_BINARY | w8a16 | Qualcomm® SA8775P | QAIRT 2.45 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/centernet_3d/releases/v0.63.0/centernet_3d-qnn_context_binary-w8a16-qualcomm_sa8775p.zip)
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| QNN_CONTEXT_BINARY | w8a16 | Qualcomm® Dragonwing™ IQ-9075 | QAIRT 2.45 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/centernet_3d/releases/v0.63.0/centernet_3d-qnn_context_binary-w8a16-qualcomm_qcs9075.zip)
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| QNN_CONTEXT_BINARY | w8a16 | Qualcomm® SA7255P | QAIRT 2.45 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/centernet_3d/releases/v0.63.0/centernet_3d-qnn_context_binary-w8a16-qualcomm_sa7255p.zip)
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| QNN_CONTEXT_BINARY | w8a16 | Qualcomm® SA8295P | QAIRT 2.45 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/centernet_3d/releases/v0.63.0/centernet_3d-qnn_context_binary-w8a16-qualcomm_sa8295p.zip)
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| QNN_CONTEXT_BINARY | w8a16_mixed_fp16 | Snapdragon® 8 Elite Gen 5 For Galaxy Mobile | QAIRT 2.50 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/centernet_3d/releases/v0.63.0/centernet_3d-qnn_context_binary-w8a16_mixed_fp16-qualcomm_snapdragon_8_elite_gen5_for_galaxy.zip)
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| QNN_CONTEXT_BINARY | w8a16_mixed_fp16 | Snapdragon® 8 Elite For Galaxy Mobile | QAIRT 2.50 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/centernet_3d/releases/v0.63.0/centernet_3d-qnn_context_binary-w8a16_mixed_fp16-qualcomm_snapdragon_8_elite_for_galaxy.zip)
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| QNN_CONTEXT_BINARY | w8a16_mixed_fp16 | Snapdragon® X2 Elite | QAIRT 2.50 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/centernet_3d/releases/v0.63.0/centernet_3d-qnn_context_binary-w8a16_mixed_fp16-qualcomm_snapdragon_x2_elite.zip)
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| QNN_CONTEXT_BINARY | w8a16_mixed_fp16 | Snapdragon® X Elite | QAIRT 2.50 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/centernet_3d/releases/v0.63.0/centernet_3d-qnn_context_binary-w8a16_mixed_fp16-qualcomm_snapdragon_x_elite.zip)
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| QNN_CONTEXT_BINARY | w8a16_mixed_fp16 | Snapdragon® 8 Gen 3 Mobile | QAIRT 2.50 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/centernet_3d/releases/v0.63.0/centernet_3d-qnn_context_binary-w8a16_mixed_fp16-qualcomm_snapdragon_8gen3.zip)
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| 65 |
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| QNN_CONTEXT_BINARY | w8a16_mixed_fp16 | Snapdragon® 8 Gen 1 Mobile | QAIRT 2.50 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/centernet_3d/releases/v0.63.0/centernet_3d-qnn_context_binary-w8a16_mixed_fp16-qualcomm_snapdragon_8gen1.zip)
|
| 66 |
+
| QNN_CONTEXT_BINARY | w8a16_mixed_fp16 | Qualcomm® Dragonwing™ IQ-8275 | QAIRT 2.50 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/centernet_3d/releases/v0.63.0/centernet_3d-qnn_context_binary-w8a16_mixed_fp16-qualcomm_qcs8275.zip)
|
| 67 |
+
| QNN_CONTEXT_BINARY | w8a16_mixed_fp16 | Qualcomm® Dragonwing™ QCS8550 (Proxy) | QAIRT 2.50 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/centernet_3d/releases/v0.63.0/centernet_3d-qnn_context_binary-w8a16_mixed_fp16-qualcomm_qcs8550_proxy.zip)
|
| 68 |
+
| QNN_CONTEXT_BINARY | w8a16_mixed_fp16 | Qualcomm® SA8775P | QAIRT 2.50 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/centernet_3d/releases/v0.63.0/centernet_3d-qnn_context_binary-w8a16_mixed_fp16-qualcomm_sa8775p.zip)
|
| 69 |
+
| QNN_CONTEXT_BINARY | w8a16_mixed_fp16 | Qualcomm® Dragonwing™ IQ-9075 | QAIRT 2.50 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/centernet_3d/releases/v0.63.0/centernet_3d-qnn_context_binary-w8a16_mixed_fp16-qualcomm_qcs9075.zip)
|
| 70 |
+
| QNN_CONTEXT_BINARY | w8a16_mixed_fp16 | Qualcomm® SA7255P | QAIRT 2.50 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/centernet_3d/releases/v0.63.0/centernet_3d-qnn_context_binary-w8a16_mixed_fp16-qualcomm_sa7255p.zip)
|
| 71 |
+
| QNN_CONTEXT_BINARY | w8a16_mixed_fp16 | Qualcomm® SA8295P | QAIRT 2.50 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/centernet_3d/releases/v0.63.0/centernet_3d-qnn_context_binary-w8a16_mixed_fp16-qualcomm_sa8295p.zip)
|
| 72 |
|
| 73 |
For more device-specific assets and performance metrics, visit **[CenterNet-3D on Qualcomm® AI Hub](https://aihub.qualcomm.com/models/centernet_3d)**.
|
| 74 |
|
| 75 |
|
| 76 |
### Option 2: Export with Custom Configurations
|
| 77 |
|
| 78 |
+
Use the [Qualcomm® AI Hub Models](https://github.com/qualcomm/ai-hub-models/blob/v0.63.0/src/qai_hub_models/models/centernet_3d) Python library to compile and export the model with your own:
|
| 79 |
- Custom weights (e.g., fine-tuned checkpoints)
|
| 80 |
- Custom input shapes
|
| 81 |
- Target device and runtime configurations
|
| 82 |
|
| 83 |
This option is ideal if you need to customize the model beyond the default configuration provided here.
|
| 84 |
|
| 85 |
+
See our repository for [CenterNet-3D on GitHub](https://github.com/qualcomm/ai-hub-models/blob/v0.63.0/src/qai_hub_models/models/centernet_3d) for usage instructions.
|
| 86 |
|
| 87 |
## Model Details
|
| 88 |
|
|
|
|
| 97 |
## Performance Summary
|
| 98 |
| Model | Runtime | Precision | Chipset | Inference Time (ms) | Peak Memory Range (MB) | Primary Compute Unit
|
| 99 |
|---|---|---|---|---|---|---
|
| 100 |
+
| CenterNet-3D | PRECOMPILED_QNN_ONNX | w8a16 | Snapdragon® 8 Elite Gen 5 For Galaxy Mobile | 908.746 ms | 2 - 13 MB | NPU
|
| 101 |
+
| CenterNet-3D | PRECOMPILED_QNN_ONNX | w8a16 | Snapdragon® 8 Elite For Galaxy Mobile | 1024.66 ms | 1 - 13 MB | NPU
|
| 102 |
| CenterNet-3D | PRECOMPILED_QNN_ONNX | w8a16 | Snapdragon® X2 Elite | 840.663 ms | 5 - 5 MB | NPU
|
| 103 |
| CenterNet-3D | PRECOMPILED_QNN_ONNX | w8a16 | Snapdragon® X Elite | 1498.139 ms | 54 - 54 MB | NPU
|
| 104 |
| CenterNet-3D | PRECOMPILED_QNN_ONNX | w8a16 | Snapdragon® 8 Gen 3 Mobile | 1129.663 ms | 4 - 12 MB | NPU
|
|
|
|
| 109 |
| CenterNet-3D | PRECOMPILED_QNN_ONNX | w8a16 | Qualcomm® Dragonwing™ IQ-9075 | 1480.045 ms | 0 - 6 MB | NPU
|
| 110 |
| CenterNet-3D | PRECOMPILED_QNN_ONNX | w8a16 | Qualcomm® Dragonwing™ IQ-X7181 | 1498.139 ms | 54 - 54 MB | NPU
|
| 111 |
| CenterNet-3D | PRECOMPILED_QNN_ONNX | w8a16 | Qualcomm® Dragonwing™ Q-8750 | 1024.66 ms | 1 - 13 MB | NPU
|
| 112 |
+
| CenterNet-3D | PRECOMPILED_QNN_ONNX | w8a16_mixed_fp16 | Snapdragon® 8 Elite Gen 5 For Galaxy Mobile | 447.795 ms | 3 - 10 MB | NPU
|
| 113 |
+
| CenterNet-3D | PRECOMPILED_QNN_ONNX | w8a16_mixed_fp16 | Snapdragon® 8 Elite For Galaxy Mobile | 430.516 ms | 3 - 15 MB | NPU
|
| 114 |
+
| CenterNet-3D | PRECOMPILED_QNN_ONNX | w8a16_mixed_fp16 | Snapdragon® X2 Elite | 494.134 ms | 5 - 5 MB | NPU
|
| 115 |
+
| CenterNet-3D | PRECOMPILED_QNN_ONNX | w8a16_mixed_fp16 | Snapdragon® X Elite | 753.907 ms | 55 - 55 MB | NPU
|
| 116 |
+
| CenterNet-3D | PRECOMPILED_QNN_ONNX | w8a16_mixed_fp16 | Snapdragon® 8 Gen 3 Mobile | 550.108 ms | 4 - 11 MB | NPU
|
| 117 |
+
| CenterNet-3D | PRECOMPILED_QNN_ONNX | w8a16_mixed_fp16 | Snapdragon® 8 Gen 1 Mobile | 888.298 ms | 4 - 18 MB | NPU
|
| 118 |
+
| CenterNet-3D | PRECOMPILED_QNN_ONNX | w8a16_mixed_fp16 | Qualcomm® Dragonwing™ IQ-8275 | 758.741 ms | 2 - 9 MB | NPU
|
| 119 |
+
| CenterNet-3D | PRECOMPILED_QNN_ONNX | w8a16_mixed_fp16 | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 743.989 ms | 0 - 63 MB | NPU
|
| 120 |
+
| CenterNet-3D | PRECOMPILED_QNN_ONNX | w8a16_mixed_fp16 | Qualcomm® QCS8450 | 888.298 ms | 4 - 18 MB | NPU
|
| 121 |
+
| CenterNet-3D | PRECOMPILED_QNN_ONNX | w8a16_mixed_fp16 | Qualcomm® Dragonwing™ IQ-9075 | 739.543 ms | 1 - 7 MB | NPU
|
| 122 |
+
| CenterNet-3D | PRECOMPILED_QNN_ONNX | w8a16_mixed_fp16 | Qualcomm® Dragonwing™ IQ-X7181 | 753.907 ms | 55 - 55 MB | NPU
|
| 123 |
+
| CenterNet-3D | PRECOMPILED_QNN_ONNX | w8a16_mixed_fp16 | Qualcomm® Dragonwing™ Q-8750 | 430.516 ms | 3 - 15 MB | NPU
|
| 124 |
+
| CenterNet-3D | QNN_CONTEXT_BINARY | w8a16 | Snapdragon® 8 Elite Gen 5 For Galaxy Mobile | 908.708 ms | 0 - 10 MB | NPU
|
| 125 |
+
| CenterNet-3D | QNN_CONTEXT_BINARY | w8a16 | Snapdragon® 8 Elite For Galaxy Mobile | 1016.755 ms | 3 - 12 MB | NPU
|
| 126 |
| CenterNet-3D | QNN_CONTEXT_BINARY | w8a16 | Snapdragon® X2 Elite | 839.477 ms | 3 - 3 MB | NPU
|
| 127 |
| CenterNet-3D | QNN_CONTEXT_BINARY | w8a16 | Snapdragon® X Elite | 1500.565 ms | 3 - 3 MB | NPU
|
| 128 |
| CenterNet-3D | QNN_CONTEXT_BINARY | w8a16 | Snapdragon® 8 Gen 3 Mobile | 1132.361 ms | 3 - 12 MB | NPU
|
|
|
|
| 138 |
| CenterNet-3D | QNN_CONTEXT_BINARY | w8a16 | Qualcomm® Dragonwing™ Q-8750 | 1016.755 ms | 3 - 12 MB | NPU
|
| 139 |
| CenterNet-3D | QNN_CONTEXT_BINARY | w8a16 | Qualcomm® SA7255P | 2417.946 ms | 1 - 10 MB | NPU
|
| 140 |
| CenterNet-3D | QNN_CONTEXT_BINARY | w8a16 | Qualcomm® SA8295P | 1425.882 ms | 1 - 6 MB | NPU
|
| 141 |
+
| CenterNet-3D | QNN_CONTEXT_BINARY | w8a16_mixed_fp16 | Snapdragon® 8 Elite Gen 5 For Galaxy Mobile | 333.688 ms | 2 - 10 MB | NPU
|
| 142 |
+
| CenterNet-3D | QNN_CONTEXT_BINARY | w8a16_mixed_fp16 | Snapdragon® 8 Elite For Galaxy Mobile | 503.505 ms | 0 - 8 MB | NPU
|
| 143 |
+
| CenterNet-3D | QNN_CONTEXT_BINARY | w8a16_mixed_fp16 | Snapdragon® X2 Elite | 486.799 ms | 3 - 3 MB | NPU
|
| 144 |
+
| CenterNet-3D | QNN_CONTEXT_BINARY | w8a16_mixed_fp16 | Snapdragon® X Elite | 761.186 ms | 3 - 3 MB | NPU
|
| 145 |
+
| CenterNet-3D | QNN_CONTEXT_BINARY | w8a16_mixed_fp16 | Snapdragon® 8 Gen 3 Mobile | 550.191 ms | 3 - 11 MB | NPU
|
| 146 |
+
| CenterNet-3D | QNN_CONTEXT_BINARY | w8a16_mixed_fp16 | Snapdragon® 8 Gen 1 Mobile | 1057.881 ms | 3 - 13 MB | NPU
|
| 147 |
+
| CenterNet-3D | QNN_CONTEXT_BINARY | w8a16_mixed_fp16 | Qualcomm® Dragonwing™ IQ-8275 | 684.018 ms | 3 - 9 MB | NPU
|
| 148 |
+
| CenterNet-3D | QNN_CONTEXT_BINARY | w8a16_mixed_fp16 | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 926.51 ms | 3 - 5 MB | NPU
|
| 149 |
+
| CenterNet-3D | QNN_CONTEXT_BINARY | w8a16_mixed_fp16 | Qualcomm® QCS8450 | 1057.881 ms | 3 - 13 MB | NPU
|
| 150 |
+
| CenterNet-3D | QNN_CONTEXT_BINARY | w8a16_mixed_fp16 | Qualcomm® Dragonwing™ IQ-9075 | 739.121 ms | 5 - 11 MB | NPU
|
| 151 |
+
| CenterNet-3D | QNN_CONTEXT_BINARY | w8a16_mixed_fp16 | Qualcomm® Dragonwing™ IQ-X7181 | 761.186 ms | 3 - 3 MB | NPU
|
| 152 |
+
| CenterNet-3D | QNN_CONTEXT_BINARY | w8a16_mixed_fp16 | Qualcomm® Dragonwing™ Q-8750 | 503.505 ms | 0 - 8 MB | NPU
|
| 153 |
+
| CenterNet-3D | QNN_CONTEXT_BINARY | w8a16_mixed_fp16 | Qualcomm® SA8295P | 870.052 ms | 1 - 6 MB | NPU
|
| 154 |
|
| 155 |
## License
|
| 156 |
* The license for the original implementation of CenterNet-3D can be found
|
release_assets.json
CHANGED
|
@@ -1,5 +1,5 @@
|
|
| 1 |
{
|
| 2 |
-
"version": "0.
|
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"precisions": {
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"w8a16": {
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"chipset_assets": {
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| 9 |
"qairt": "2.45.0.260326154327",
|
| 10 |
"onnx_runtime": "1.27.1"
|
| 11 |
},
|
| 12 |
-
"download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/centernet_3d/releases/v0.
|
| 13 |
},
|
| 14 |
"qnn_context_binary": {
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| 15 |
"tool_versions": {
|
| 16 |
"qairt": "2.45.0.260326154327"
|
| 17 |
},
|
| 18 |
-
"download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/centernet_3d/releases/v0.
|
| 19 |
}
|
| 20 |
},
|
| 21 |
"qualcomm-qcs8550-proxy": {
|
|
@@ -24,13 +24,13 @@
|
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| 24 |
"qairt": "2.45.0.260326154327",
|
| 25 |
"onnx_runtime": "1.27.1"
|
| 26 |
},
|
| 27 |
-
"download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/centernet_3d/releases/v0.
|
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},
|
| 29 |
"qnn_context_binary": {
|
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"tool_versions": {
|
| 31 |
"qairt": "2.45.0.260326154327"
|
| 32 |
},
|
| 33 |
-
"download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/centernet_3d/releases/v0.
|
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}
|
| 35 |
},
|
| 36 |
"qualcomm-qcs9075": {
|
|
@@ -39,13 +39,13 @@
|
|
| 39 |
"qairt": "2.45.0.260326154327",
|
| 40 |
"onnx_runtime": "1.27.1"
|
| 41 |
},
|
| 42 |
-
"download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/centernet_3d/releases/v0.
|
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},
|
| 44 |
"qnn_context_binary": {
|
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"tool_versions": {
|
| 46 |
"qairt": "2.45.0.260326154327"
|
| 47 |
},
|
| 48 |
-
"download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/centernet_3d/releases/v0.
|
| 49 |
}
|
| 50 |
},
|
| 51 |
"qualcomm-sa7255p": {
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@@ -53,7 +53,7 @@
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"tool_versions": {
|
| 54 |
"qairt": "2.45.0.260326154327"
|
| 55 |
},
|
| 56 |
-
"download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/centernet_3d/releases/v0.
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}
|
| 58 |
},
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| 59 |
"qualcomm-sa8295p": {
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"tool_versions": {
|
| 62 |
"qairt": "2.45.0.260326154327"
|
| 63 |
},
|
| 64 |
-
"download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/centernet_3d/releases/v0.
|
| 65 |
}
|
| 66 |
},
|
| 67 |
"qualcomm-sa8775p": {
|
|
@@ -69,7 +69,7 @@
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| 69 |
"tool_versions": {
|
| 70 |
"qairt": "2.45.0.260326154327"
|
| 71 |
},
|
| 72 |
-
"download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/centernet_3d/releases/v0.
|
| 73 |
}
|
| 74 |
},
|
| 75 |
"qualcomm-snapdragon-8-elite-for-galaxy": {
|
|
@@ -78,13 +78,13 @@
|
|
| 78 |
"qairt": "2.45.0.260326154327",
|
| 79 |
"onnx_runtime": "1.27.1"
|
| 80 |
},
|
| 81 |
-
"download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/centernet_3d/releases/v0.
|
| 82 |
},
|
| 83 |
"qnn_context_binary": {
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| 84 |
"tool_versions": {
|
| 85 |
"qairt": "2.45.0.260326154327"
|
| 86 |
},
|
| 87 |
-
"download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/centernet_3d/releases/v0.
|
| 88 |
}
|
| 89 |
},
|
| 90 |
"qualcomm-snapdragon-8-elite-gen5-for-galaxy": {
|
|
@@ -93,13 +93,13 @@
|
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| 93 |
"qairt": "2.45.0.260326154327",
|
| 94 |
"onnx_runtime": "1.27.1"
|
| 95 |
},
|
| 96 |
-
"download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/centernet_3d/releases/v0.
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| 98 |
"qnn_context_binary": {
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},
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-
"download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/centernet_3d/releases/v0.
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| 104 |
},
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| 105 |
"qualcomm-snapdragon-8gen1": {
|
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| 108 |
"qairt": "2.45.0.260326154327",
|
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"onnx_runtime": "1.27.1"
|
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},
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"download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/centernet_3d/releases/v0.
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},
|
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"qnn_context_binary": {
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"tool_versions": {
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| 115 |
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},
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| 117 |
-
"download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/centernet_3d/releases/v0.
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}
|
| 119 |
},
|
| 120 |
"qualcomm-snapdragon-8gen3": {
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|
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|
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| 123 |
"qairt": "2.45.0.260326154327",
|
| 124 |
"onnx_runtime": "1.27.1"
|
| 125 |
},
|
| 126 |
-
"download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/centernet_3d/releases/v0.
|
| 127 |
},
|
| 128 |
"qnn_context_binary": {
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"tool_versions": {
|
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"qairt": "2.45.0.260326154327"
|
| 131 |
},
|
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-
"download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/centernet_3d/releases/v0.
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}
|
| 134 |
},
|
| 135 |
"qualcomm-snapdragon-x-elite": {
|
|
@@ -138,13 +138,13 @@
|
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| 138 |
"qairt": "2.45.0.260326154327",
|
| 139 |
"onnx_runtime": "1.27.1"
|
| 140 |
},
|
| 141 |
-
"download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/centernet_3d/releases/v0.
|
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},
|
| 143 |
"qnn_context_binary": {
|
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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/centernet_3d/releases/v0.
|
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}
|
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},
|
| 150 |
"qualcomm-snapdragon-x2-elite": {
|
|
@@ -153,13 +153,176 @@
|
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| 153 |
"qairt": "2.45.0.260326154327",
|
| 154 |
"onnx_runtime": "1.27.1"
|
| 155 |
},
|
| 156 |
-
"download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/centernet_3d/releases/v0.
|
| 157 |
},
|
| 158 |
"qnn_context_binary": {
|
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|
| 160 |
"qairt": "2.45.0.260326154327"
|
| 161 |
},
|
| 162 |
-
"download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/centernet_3d/releases/v0.
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