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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| ONNX | float | Universal | QAIRT 2.
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For more device-specific assets and performance metrics, visit **[First-Order-Motion-Model on Qualcomm® AI Hub](https://aihub.qualcomm.com/models/fomm)**.
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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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| FOMMDetector | ONNX | float | Snapdragon® X Elite | 4.
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| FOMMDetector | ONNX | float | Snapdragon® 8 Gen 3 Mobile | 3.
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| FOMMDetector | ONNX | float | Qualcomm® QCS8550 (Proxy) | 4.
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| FOMMDetector | ONNX | float | Qualcomm® QCS9075 |
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| FOMMDetector | ONNX | float | Snapdragon® 8 Elite For Galaxy Mobile |
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| FOMMDetector | ONNX | float | Snapdragon® 8 Elite Gen 5 Mobile | 2.
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| FOMMGenerator | ONNX | float | Snapdragon®
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| FOMMGenerator | ONNX | float |
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| FOMMGenerator | ONNX | float | Qualcomm®
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| FOMMGenerator | ONNX | float |
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| FOMMGenerator | ONNX | float | Snapdragon® 8 Elite
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## License
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* The license for the original implementation of First-Order-Motion-Model 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 1.24.1 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/fomm/releases/v0.47.0/fomm-onnx-float.zip)
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For more device-specific assets and performance metrics, visit **[First-Order-Motion-Model on Qualcomm® AI Hub](https://aihub.qualcomm.com/models/fomm)**.
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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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| FOMMDetector | ONNX | float | Snapdragon® X Elite | 4.612 ms | 27 - 27 MB | NPU
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| FOMMDetector | ONNX | float | Snapdragon® 8 Gen 3 Mobile | 3.28 ms | 0 - 33 MB | NPU
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| FOMMDetector | ONNX | float | Qualcomm® QCS8550 (Proxy) | 4.37 ms | 1 - 2 MB | NPU
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| FOMMDetector | ONNX | float | Qualcomm® QCS9075 | 5.799 ms | 1 - 4 MB | NPU
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| FOMMDetector | ONNX | float | Snapdragon® 8 Elite For Galaxy Mobile | 2.928 ms | 0 - 21 MB | NPU
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| FOMMDetector | ONNX | float | Snapdragon® 8 Elite Gen 5 Mobile | 2.751 ms | 1 - 25 MB | NPU
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| FOMMDetector | ONNX | float | Snapdragon® X2 Elite | 2.67 ms | 28 - 28 MB | NPU
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| FOMMGenerator | ONNX | float | Snapdragon® X Elite | 32.027 ms | 89 - 89 MB | NPU
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| FOMMGenerator | ONNX | float | Snapdragon® 8 Gen 3 Mobile | 17.22 ms | 17 - 241 MB | NPU
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| FOMMGenerator | ONNX | float | Qualcomm® QCS8550 (Proxy) | 22.706 ms | 16 - 18 MB | NPU
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| FOMMGenerator | ONNX | float | Qualcomm® QCS9075 | 34.613 ms | 17 - 21 MB | NPU
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| FOMMGenerator | ONNX | float | Snapdragon® 8 Elite For Galaxy Mobile | 13.711 ms | 13 - 202 MB | NPU
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| FOMMGenerator | ONNX | float | Snapdragon® 8 Elite Gen 5 Mobile | 10.786 ms | 0 - 196 MB | NPU
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| FOMMGenerator | ONNX | float | Snapdragon® X2 Elite | 12.552 ms | 91 - 91 MB | NPU
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## License
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* The license for the original implementation of First-Order-Motion-Model can be found
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