v0.50.2
Browse filesSee https://github.com/qualcomm/ai-hub-models/releases/v0.50.2 for changelog.
- README.md +30 -37
- release_assets.json +1 -1
README.md
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| Runtime | Precision | Chipset | SDK Versions | Download |
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| QNN_CONTEXT_BINARY | float |
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| QNN_CONTEXT_BINARY | float |
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| QNN_CONTEXT_BINARY | float |
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| QNN_CONTEXT_BINARY | float |
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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_2d/releases/v0.50.1/centernet_2d-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_2d/releases/v0.50.1/centernet_2d-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_2d/releases/v0.50.1/centernet_2d-qnn_context_binary-float-qualcomm_snapdragon_8_elite_for_galaxy.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_2d/releases/v0.50.1/centernet_2d-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_2d/releases/v0.50.1/centernet_2d-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_2d/releases/v0.50.1/centernet_2d-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_2d/releases/v0.50.1/centernet_2d-qnn_context_binary-float-qualcomm_qcs8450_proxy.zip)
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For more device-specific assets and performance metrics, visit **[CenterNet-2D on Qualcomm® AI Hub](https://aihub.qualcomm.com/models/centernet_2d)**.
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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-2D | PRECOMPILED_QNN_ONNX | float | Snapdragon® 8 Elite Gen 5 Mobile | 241.
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| CenterNet-2D | PRECOMPILED_QNN_ONNX | float | Snapdragon® X2 Elite |
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| CenterNet-2D | PRECOMPILED_QNN_ONNX | float | Snapdragon® X Elite | 460.
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| CenterNet-2D | PRECOMPILED_QNN_ONNX | float | Snapdragon® 8 Gen 3 Mobile |
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| CenterNet-2D | PRECOMPILED_QNN_ONNX | float | Qualcomm® QCS8550 (Proxy) | 449.
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| CenterNet-2D | PRECOMPILED_QNN_ONNX | float | Qualcomm® QCS9075 | 462.
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| CenterNet-2D | PRECOMPILED_QNN_ONNX | float | Snapdragon® 8 Elite For Galaxy Mobile | 310.
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| CenterNet-2D | QNN_CONTEXT_BINARY | float | Snapdragon® 8 Elite Gen 5 Mobile |
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| CenterNet-2D | QNN_CONTEXT_BINARY | float | Snapdragon® X2 Elite |
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| CenterNet-2D | QNN_CONTEXT_BINARY | float | Snapdragon® X Elite |
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| CenterNet-2D | QNN_CONTEXT_BINARY | float | Snapdragon® 8 Gen 3 Mobile |
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| CenterNet-2D | QNN_CONTEXT_BINARY | float | Qualcomm® QCS8275 (Proxy) |
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| CenterNet-2D | QNN_CONTEXT_BINARY | float | Qualcomm® QCS8550 (Proxy) |
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| CenterNet-2D | QNN_CONTEXT_BINARY | float | Qualcomm® SA8775P |
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| CenterNet-2D | QNN_CONTEXT_BINARY | float | Qualcomm® QCS9075 |
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| CenterNet-2D | QNN_CONTEXT_BINARY | float | Qualcomm® QCS8450 (Proxy) | 597.
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| CenterNet-2D | QNN_CONTEXT_BINARY | float | Qualcomm® SA7255P |
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| CenterNet-2D | QNN_CONTEXT_BINARY | float | Qualcomm® SA8295P |
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| CenterNet-2D | QNN_CONTEXT_BINARY | float | Snapdragon® 8 Elite For Galaxy Mobile |
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## License
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* The license for the original implementation of CenterNet-2D can be found
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| Runtime | Precision | Chipset | SDK Versions | Download |
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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_2d/releases/v0.50.2/centernet_2d-qnn_context_binary-float-qualcomm_qcs8450_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_2d/releases/v0.50.2/centernet_2d-qnn_context_binary-float-qualcomm_qcs8550_proxy.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_2d/releases/v0.50.2/centernet_2d-qnn_context_binary-float-qualcomm_qcs9075.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_2d/releases/v0.50.2/centernet_2d-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_2d/releases/v0.50.2/centernet_2d-qnn_context_binary-float-qualcomm_sa8295p.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_2d/releases/v0.50.2/centernet_2d-qnn_context_binary-float-qualcomm_sa8775p.zip)
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| QNN_CONTEXT_BINARY | float | qualcomm_snapdragon_8_elite_for_galaxy | QAIRT 2.43 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/centernet_2d/releases/v0.50.2/centernet_2d-qnn_context_binary-float-qualcomm_snapdragon_8_elite_for_galaxy.zip)
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| QNN_CONTEXT_BINARY | float | qualcomm_snapdragon_8_elite_gen5 | QAIRT 2.43 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/centernet_2d/releases/v0.50.2/centernet_2d-qnn_context_binary-float-qualcomm_snapdragon_8_elite_gen5.zip)
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| QNN_CONTEXT_BINARY | float | qualcomm_snapdragon_8gen3 | QAIRT 2.43 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/centernet_2d/releases/v0.50.2/centernet_2d-qnn_context_binary-float-qualcomm_snapdragon_8gen3.zip)
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| QNN_CONTEXT_BINARY | float | qualcomm_snapdragon_x2_elite | QAIRT 2.43 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/centernet_2d/releases/v0.50.2/centernet_2d-qnn_context_binary-float-qualcomm_snapdragon_x2_elite.zip)
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| QNN_CONTEXT_BINARY | float | qualcomm_snapdragon_x_elite | QAIRT 2.43 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/centernet_2d/releases/v0.50.2/centernet_2d-qnn_context_binary-float-qualcomm_snapdragon_x_elite.zip)
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For more device-specific assets and performance metrics, visit **[CenterNet-2D on Qualcomm® AI Hub](https://aihub.qualcomm.com/models/centernet_2d)**.
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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-2D | PRECOMPILED_QNN_ONNX | float | Snapdragon® 8 Elite Gen 5 Mobile | 241.143 ms | 17 - 27 MB | NPU
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| CenterNet-2D | PRECOMPILED_QNN_ONNX | float | Snapdragon® X2 Elite | 269.911 ms | 52 - 52 MB | NPU
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| CenterNet-2D | PRECOMPILED_QNN_ONNX | float | Snapdragon® X Elite | 460.051 ms | 54 - 54 MB | NPU
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| CenterNet-2D | PRECOMPILED_QNN_ONNX | float | Snapdragon® 8 Gen 3 Mobile | 305.797 ms | 17 - 23 MB | NPU
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| CenterNet-2D | PRECOMPILED_QNN_ONNX | float | Qualcomm® QCS8550 (Proxy) | 449.131 ms | 1 - 63 MB | NPU
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| CenterNet-2D | PRECOMPILED_QNN_ONNX | float | Qualcomm® QCS9075 | 462.526 ms | 10 - 15 MB | NPU
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| CenterNet-2D | PRECOMPILED_QNN_ONNX | float | Snapdragon® 8 Elite For Galaxy Mobile | 310.192 ms | 14 - 21 MB | NPU
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| CenterNet-2D | QNN_CONTEXT_BINARY | float | Snapdragon® 8 Elite Gen 5 Mobile | 241.806 ms | 3 - 13 MB | NPU
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| CenterNet-2D | QNN_CONTEXT_BINARY | float | Snapdragon® X2 Elite | 254.094 ms | 3 - 3 MB | NPU
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| CenterNet-2D | QNN_CONTEXT_BINARY | float | Snapdragon® X Elite | 443.359 ms | 3 - 3 MB | NPU
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| CenterNet-2D | QNN_CONTEXT_BINARY | float | Snapdragon® 8 Gen 3 Mobile | 331.311 ms | 3 - 11 MB | NPU
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| CenterNet-2D | QNN_CONTEXT_BINARY | float | Qualcomm® QCS8275 (Proxy) | 584.433 ms | 0 - 9 MB | NPU
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| CenterNet-2D | QNN_CONTEXT_BINARY | float | Qualcomm® QCS8550 (Proxy) | 444.163 ms | 4 - 5 MB | NPU
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| CenterNet-2D | QNN_CONTEXT_BINARY | float | Qualcomm® SA8775P | 478.365 ms | 0 - 9 MB | NPU
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| CenterNet-2D | QNN_CONTEXT_BINARY | float | Qualcomm® QCS9075 | 467.416 ms | 3 - 13 MB | NPU
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| CenterNet-2D | QNN_CONTEXT_BINARY | float | Qualcomm® QCS8450 (Proxy) | 597.309 ms | 3 - 13 MB | NPU
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| CenterNet-2D | QNN_CONTEXT_BINARY | float | Qualcomm® SA7255P | 584.433 ms | 0 - 9 MB | NPU
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| CenterNet-2D | QNN_CONTEXT_BINARY | float | Qualcomm® SA8295P | 501.228 ms | 0 - 5 MB | NPU
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| CenterNet-2D | QNN_CONTEXT_BINARY | float | Snapdragon® 8 Elite For Galaxy Mobile | 307.254 ms | 0 - 9 MB | NPU
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## License
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* The license for the original implementation of CenterNet-2D can be found
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release_assets.json
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{"version":"0.50.
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