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 **[HRNet-W48-OCR on Qualcomm® AI Hub](https://aihub.qualcomm.com/models/hrnet_w48_ocr)**.
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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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| HRNet-W48-OCR | ONNX | float | Snapdragon® X Elite |
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| HRNet-W48-OCR | ONNX | float | Snapdragon® 8 Gen 3 Mobile |
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| HRNet-W48-OCR | ONNX | float | Qualcomm® QCS8550 (Proxy) |
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| HRNet-W48-OCR | ONNX | float | Qualcomm® QCS9075 |
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| HRNet-W48-OCR | ONNX | float | Snapdragon® 8 Elite For Galaxy Mobile |
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| HRNet-W48-OCR | ONNX | float | Snapdragon® 8 Elite Gen 5 Mobile |
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## License
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* The license for the original implementation of HRNet-W48-OCR 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/hrnet_w48_ocr/releases/v0.47.0/hrnet_w48_ocr-onnx-float.zip)
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| ONNX | w8a16 | Universal | QAIRT 2.42, ONNX Runtime 1.24.1 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/hrnet_w48_ocr/releases/v0.47.0/hrnet_w48_ocr-onnx-w8a16.zip)
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| QNN_DLC | w8a16 | Universal | QAIRT 2.43 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/hrnet_w48_ocr/releases/v0.47.0/hrnet_w48_ocr-qnn_dlc-w8a16.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/hrnet_w48_ocr/releases/v0.47.0/hrnet_w48_ocr-tflite-float.zip)
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For more device-specific assets and performance metrics, visit **[HRNet-W48-OCR on Qualcomm® AI Hub](https://aihub.qualcomm.com/models/hrnet_w48_ocr)**.
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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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| HRNet-W48-OCR | ONNX | float | Snapdragon® X Elite | 1089.986 ms | 146 - 146 MB | NPU
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| HRNet-W48-OCR | ONNX | float | Snapdragon® 8 Gen 3 Mobile | 972.202 ms | 1 - 3922 MB | NPU
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| HRNet-W48-OCR | ONNX | float | Qualcomm® QCS8550 (Proxy) | 1204.67 ms | 0 - 168 MB | NPU
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| HRNet-W48-OCR | ONNX | float | Qualcomm® QCS9075 | 1389.278 ms | 24 - 51 MB | NPU
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| HRNet-W48-OCR | ONNX | float | Snapdragon® 8 Elite For Galaxy Mobile | 784.286 ms | 13 - 2553 MB | NPU
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| HRNet-W48-OCR | ONNX | float | Snapdragon® 8 Elite Gen 5 Mobile | 687.218 ms | 35 - 2714 MB | NPU
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| HRNet-W48-OCR | ONNX | float | Snapdragon® X2 Elite | 636.212 ms | 148 - 148 MB | NPU
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## License
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* The license for the original implementation of HRNet-W48-OCR can be found
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