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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| ONNX | w8a16 | Universal | QAIRT 2.
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| ONNX | w8a8 | Universal | QAIRT 2.
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| QNN_DLC |
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For more device-specific assets and performance metrics, visit **[Yolo-X on Qualcomm® AI Hub](https://aihub.qualcomm.com/models/yolox)**.
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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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| Yolo-X | ONNX | float | Snapdragon® X Elite | 13.
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| Yolo-X | ONNX | float | Snapdragon® 8 Gen 3 Mobile |
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| Yolo-X | ONNX | float | Qualcomm® QCS8550 (Proxy) | 13.
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| Yolo-X | ONNX | float | Qualcomm® QCS9075 | 16.
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| Yolo-X | ONNX | float | Snapdragon® 8 Elite For Galaxy Mobile | 7.
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| Yolo-X | ONNX | float | Snapdragon® 8 Elite Gen 5 Mobile |
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| Yolo-X | ONNX |
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| Yolo-X | ONNX | w8a16 | Snapdragon®
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| Yolo-X | ONNX | w8a16 |
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| Yolo-X | ONNX | w8a16 | Qualcomm®
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| Yolo-X | ONNX | w8a16 | Qualcomm®
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| Yolo-X | ONNX | w8a16 | Qualcomm®
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| Yolo-X | ONNX | w8a16 |
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| Yolo-X | ONNX | w8a16 | Snapdragon®
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| Yolo-X | ONNX | w8a16 | Snapdragon®
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| Yolo-X | ONNX |
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| Yolo-X | ONNX |
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| Yolo-X | ONNX | w8a8 |
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| Yolo-X | ONNX | w8a8 |
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| Yolo-X | ONNX | w8a8 | Qualcomm®
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| Yolo-X | ONNX | w8a8 | Qualcomm®
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| Yolo-X | ONNX | w8a8 |
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| Yolo-X | ONNX | w8a8 |
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| Yolo-X | ONNX | w8a8 | Snapdragon® 8 Elite
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| Yolo-X |
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| Yolo-X |
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| Yolo-X |
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| Yolo-X |
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| Yolo-X |
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| Yolo-X |
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| Yolo-X |
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| Yolo-X |
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| Yolo-X |
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| Yolo-X |
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| Yolo-X |
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| Yolo-X |
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| Yolo-X | QNN_DLC |
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| Yolo-X | QNN_DLC |
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| Yolo-X | QNN_DLC |
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| Yolo-X | QNN_DLC |
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| Yolo-X | QNN_DLC |
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| Yolo-X | QNN_DLC |
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| Yolo-X | QNN_DLC |
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| Yolo-X | QNN_DLC |
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| Yolo-X | QNN_DLC |
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| Yolo-X | QNN_DLC |
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| Yolo-X | QNN_DLC |
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| Yolo-X | QNN_DLC |
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| Yolo-X | QNN_DLC | w8a16 | Snapdragon®
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| Yolo-X |
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| Yolo-X |
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| Yolo-X |
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| Yolo-X |
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| Yolo-X |
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| Yolo-X |
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| Yolo-X |
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| Yolo-X |
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| Yolo-X |
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| Yolo-X |
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## License
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* The license for the original implementation of Yolo-X 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/yolox/releases/v0.47.0/yolox-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/yolox/releases/v0.47.0/yolox-onnx-w8a16.zip)
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| ONNX | w8a8 | Universal | QAIRT 2.42, ONNX Runtime 1.24.1 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/yolox/releases/v0.47.0/yolox-onnx-w8a8.zip)
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| ONNX | w8a8_mixed_int16 | Universal | QAIRT 2.42, ONNX Runtime 1.24.1 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/yolox/releases/v0.47.0/yolox-onnx-w8a8_mixed_int16.zip)
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| QNN_DLC | float | Universal | QAIRT 2.43 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/yolox/releases/v0.47.0/yolox-qnn_dlc-float.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/yolox/releases/v0.47.0/yolox-qnn_dlc-w8a16.zip)
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| QNN_DLC | w8a8 | Universal | QAIRT 2.43 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/yolox/releases/v0.47.0/yolox-qnn_dlc-w8a8.zip)
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| QNN_DLC | w8a8_mixed_int16 | Universal | QAIRT 2.43 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/yolox/releases/v0.47.0/yolox-qnn_dlc-w8a8_mixed_int16.zip)
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| TFLITE | float | Universal | QAIRT 2.43, TFLite 2.17.0 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/yolox/releases/v0.47.0/yolox-tflite-float.zip)
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| TFLITE | w8a8 | Universal | QAIRT 2.43, TFLite 2.17.0 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/yolox/releases/v0.47.0/yolox-tflite-w8a8.zip)
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For more device-specific assets and performance metrics, visit **[Yolo-X on Qualcomm® AI Hub](https://aihub.qualcomm.com/models/yolox)**.
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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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| Yolo-X | ONNX | float | Snapdragon® X Elite | 13.178 ms | 14 - 14 MB | NPU
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| Yolo-X | ONNX | float | Snapdragon® 8 Gen 3 Mobile | 8.841 ms | 0 - 187 MB | NPU
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| Yolo-X | ONNX | float | Qualcomm® QCS8550 (Proxy) | 13.149 ms | 0 - 17 MB | NPU
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| Yolo-X | ONNX | float | Qualcomm® QCS9075 | 16.154 ms | 5 - 7 MB | NPU
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| Yolo-X | ONNX | float | Snapdragon® 8 Elite For Galaxy Mobile | 7.37 ms | 3 - 164 MB | NPU
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| Yolo-X | ONNX | float | Snapdragon® 8 Elite Gen 5 Mobile | 5.87 ms | 5 - 166 MB | NPU
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| Yolo-X | ONNX | float | Snapdragon® X2 Elite | 8.62 ms | 14 - 14 MB | NPU
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| Yolo-X | ONNX | w8a16 | Snapdragon® X Elite | 14.5 ms | 7 - 7 MB | NPU
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| Yolo-X | ONNX | w8a16 | Snapdragon® 8 Gen 3 Mobile | 9.752 ms | 3 - 241 MB | NPU
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| Yolo-X | ONNX | w8a16 | Qualcomm® QCS6490 | 811.041 ms | 113 - 116 MB | CPU
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| Yolo-X | ONNX | w8a16 | Qualcomm® QCS8550 (Proxy) | 13.537 ms | 0 - 12 MB | NPU
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| Yolo-X | ONNX | w8a16 | Qualcomm® QCS9075 | 14.368 ms | 2 - 5 MB | NPU
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| Yolo-X | ONNX | w8a16 | Qualcomm® QCM6690 | 423.273 ms | 99 - 109 MB | CPU
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| Yolo-X | ONNX | w8a16 | Snapdragon® 8 Elite For Galaxy Mobile | 8.728 ms | 0 - 205 MB | NPU
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| Yolo-X | ONNX | w8a16 | Snapdragon® 7 Gen 4 Mobile | 396.04 ms | 112 - 122 MB | CPU
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| Yolo-X | ONNX | w8a16 | Snapdragon® 8 Elite Gen 5 Mobile | 10.751 ms | 3 - 210 MB | NPU
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| Yolo-X | ONNX | w8a16 | Snapdragon® X2 Elite | 11.183 ms | 8 - 8 MB | NPU
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| Yolo-X | ONNX | w8a8 | Snapdragon® X Elite | 9.065 ms | 8 - 8 MB | NPU
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| Yolo-X | ONNX | w8a8 | Snapdragon® 8 Gen 3 Mobile | 6.108 ms | 1 - 90 MB | NPU
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| Yolo-X | ONNX | w8a8 | Qualcomm® QCS6490 | 107.7 ms | 48 - 57 MB | CPU
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| Yolo-X | ONNX | w8a8 | Qualcomm® QCS8550 (Proxy) | 8.228 ms | 0 - 114 MB | NPU
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| Yolo-X | ONNX | w8a8 | Qualcomm® QCS9075 | 8.775 ms | 1 - 4 MB | NPU
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| Yolo-X | ONNX | w8a8 | Qualcomm® QCM6690 | 97.744 ms | 38 - 49 MB | CPU
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| Yolo-X | ONNX | w8a8 | Snapdragon® 8 Elite For Galaxy Mobile | 5.753 ms | 1 - 60 MB | NPU
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| Yolo-X | ONNX | w8a8 | Snapdragon® 7 Gen 4 Mobile | 93.66 ms | 49 - 60 MB | CPU
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| Yolo-X | ONNX | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 8.013 ms | 1 - 59 MB | NPU
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| Yolo-X | ONNX | w8a8 | Snapdragon® X2 Elite | 8.163 ms | 8 - 8 MB | NPU
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| Yolo-X | ONNX | w8a8_mixed_int16 | Snapdragon® X Elite | 50.347 ms | 34 - 34 MB | NPU
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| Yolo-X | ONNX | w8a8_mixed_int16 | Snapdragon® 8 Gen 3 Mobile | 36.391 ms | 25 - 1233 MB | NPU
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| Yolo-X | ONNX | w8a8_mixed_int16 | Qualcomm® QCS6490 | 324.708 ms | 105 - 112 MB | CPU
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| Yolo-X | ONNX | w8a8_mixed_int16 | Qualcomm® QCS8550 (Proxy) | 50.982 ms | 22 - 26 MB | NPU
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| Yolo-X | ONNX | w8a8_mixed_int16 | Qualcomm® QCM6690 | 206.948 ms | 96 - 107 MB | CPU
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| Yolo-X | ONNX | w8a8_mixed_int16 | Snapdragon® 8 Elite For Galaxy Mobile | 31.855 ms | 27 - 865 MB | NPU
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| Yolo-X | ONNX | w8a8_mixed_int16 | Snapdragon® 7 Gen 4 Mobile | 193.83 ms | 105 - 116 MB | CPU
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| Yolo-X | ONNX | w8a8_mixed_int16 | Snapdragon® 8 Elite Gen 5 Mobile | 32.263 ms | 24 - 1155 MB | NPU
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| Yolo-X | ONNX | w8a8_mixed_int16 | Snapdragon® X2 Elite | 37.979 ms | 34 - 34 MB | NPU
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| Yolo-X | QNN_DLC | float | Snapdragon® X Elite | 6.068 ms | 5 - 5 MB | NPU
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| Yolo-X | QNN_DLC | float | Snapdragon® 8 Gen 3 Mobile | 4.261 ms | 5 - 181 MB | NPU
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| Yolo-X | QNN_DLC | float | Qualcomm® QCS8275 (Proxy) | 27.629 ms | 0 - 154 MB | NPU
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| Yolo-X | QNN_DLC | float | Qualcomm® QCS8550 (Proxy) | 5.638 ms | 5 - 99 MB | NPU
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| Yolo-X | QNN_DLC | float | Qualcomm® SA8775P | 8.432 ms | 0 - 158 MB | NPU
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| Yolo-X | QNN_DLC | float | Qualcomm® QCS9075 | 8.755 ms | 7 - 13 MB | NPU
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| Yolo-X | QNN_DLC | float | Qualcomm® QCS8450 (Proxy) | 14.877 ms | 3 - 209 MB | NPU
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| Yolo-X | QNN_DLC | float | Qualcomm® SA7255P | 27.629 ms | 0 - 154 MB | NPU
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| Yolo-X | QNN_DLC | float | Qualcomm® SA8295P | 11.454 ms | 0 - 175 MB | NPU
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| Yolo-X | QNN_DLC | float | Snapdragon® 8 Elite For Galaxy Mobile | 3.157 ms | 0 - 159 MB | NPU
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| Yolo-X | QNN_DLC | float | Snapdragon® 8 Elite Gen 5 Mobile | 2.382 ms | 5 - 164 MB | NPU
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| Yolo-X | QNN_DLC | float | Snapdragon® X2 Elite | 3.421 ms | 5 - 5 MB | NPU
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| Yolo-X | QNN_DLC | w8a16 | Snapdragon® X Elite | 5.498 ms | 2 - 2 MB | NPU
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| Yolo-X | QNN_DLC | w8a16 | Snapdragon® 8 Gen 3 Mobile | 3.282 ms | 2 - 104 MB | NPU
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| Yolo-X | QNN_DLC | w8a16 | Qualcomm® QCS6490 | 14.529 ms | 3 - 7 MB | NPU
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| Yolo-X | QNN_DLC | w8a16 | Qualcomm® QCS8275 (Proxy) | 10.828 ms | 1 - 72 MB | NPU
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| Yolo-X | QNN_DLC | w8a16 | Qualcomm® QCS8550 (Proxy) | 5.007 ms | 2 - 15 MB | NPU
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| Yolo-X | QNN_DLC | w8a16 | Qualcomm® SA8775P | 5.559 ms | 1 - 73 MB | NPU
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| Yolo-X | QNN_DLC | w8a16 | Qualcomm® QCS9075 | 5.428 ms | 1 - 5 MB | NPU
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| Yolo-X | QNN_DLC | w8a16 | Qualcomm® QCM6690 | 45.8 ms | 3 - 198 MB | NPU
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| Yolo-X | QNN_DLC | w8a16 | Qualcomm® QCS8450 (Proxy) | 6.493 ms | 2 - 111 MB | NPU
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| Yolo-X | QNN_DLC | w8a16 | Qualcomm® SA7255P | 10.828 ms | 1 - 72 MB | NPU
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| Yolo-X | QNN_DLC | w8a16 | Qualcomm® SA8295P | 6.993 ms | 0 - 70 MB | NPU
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| Yolo-X | QNN_DLC | w8a16 | Snapdragon® 8 Elite For Galaxy Mobile | 2.345 ms | 2 - 82 MB | NPU
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| Yolo-X | QNN_DLC | w8a16 | Snapdragon® 7 Gen 4 Mobile | 6.046 ms | 2 - 189 MB | NPU
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| Yolo-X | QNN_DLC | w8a16 | Snapdragon® 8 Elite Gen 5 Mobile | 1.805 ms | 2 - 82 MB | NPU
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| Yolo-X | QNN_DLC | w8a16 | Snapdragon® X2 Elite | 2.955 ms | 2 - 2 MB | NPU
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| Yolo-X | TFLITE | float | Snapdragon® 8 Gen 3 Mobile | 4.264 ms | 0 - 201 MB | NPU
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| Yolo-X | TFLITE | float | Qualcomm® QCS8275 (Proxy) | 27.644 ms | 0 - 166 MB | NPU
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| Yolo-X | TFLITE | float | Qualcomm® QCS8550 (Proxy) | 5.632 ms | 0 - 3 MB | NPU
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| Yolo-X | TFLITE | float | Qualcomm® SA8775P | 8.467 ms | 0 - 171 MB | NPU
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| Yolo-X | TFLITE | float | Qualcomm® QCS9075 | 8.733 ms | 0 - 26 MB | NPU
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| Yolo-X | TFLITE | float | Qualcomm® QCS8450 (Proxy) | 14.881 ms | 0 - 220 MB | NPU
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| Yolo-X | TFLITE | float | Qualcomm® SA7255P | 27.644 ms | 0 - 166 MB | NPU
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| Yolo-X | TFLITE | float | Qualcomm® SA8295P | 11.496 ms | 0 - 188 MB | NPU
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| Yolo-X | TFLITE | float | Snapdragon® 8 Elite For Galaxy Mobile | 3.21 ms | 0 - 168 MB | NPU
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| Yolo-X | TFLITE | float | Snapdragon® 8 Elite Gen 5 Mobile | 2.379 ms | 0 - 174 MB | NPU
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## License
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* The license for the original implementation of Yolo-X can be found
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