v0.50.2
Browse filesSee https://github.com/qualcomm/ai-hub-models/releases/v0.50.2 for changelog.
- README.md +68 -69
- release_assets.json +1 -1
README.md
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@@ -28,12 +28,12 @@ Below are pre-exported model assets ready for deployment.
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| Runtime | Precision | Chipset | SDK Versions | Download |
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| ONNX | float | Universal | QAIRT 2.42, ONNX Runtime 1.24.
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| ONNX | w8a8 | Universal | QAIRT 2.42, ONNX Runtime 1.24.
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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/ddrnet23_slim/releases/v0.50.
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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/ddrnet23_slim/releases/v0.50.
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| TFLITE | float | Universal | QAIRT 2.43, TFLite 2.
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| TFLITE | w8a8 | Universal | QAIRT 2.43, TFLite 2.
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For more device-specific assets and performance metrics, visit **[DDRNet23-Slim on Qualcomm® AI Hub](https://aihub.qualcomm.com/models/ddrnet23_slim)**.
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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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| DDRNet23-Slim | ONNX | float | Snapdragon® 8 Elite Gen 5 Mobile | 10.
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| DDRNet23-Slim | ONNX | float | Snapdragon® X2 Elite | 10.
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| DDRNet23-Slim | ONNX | float | Snapdragon® X Elite | 28.
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| DDRNet23-Slim | ONNX | float | Snapdragon® 8 Gen 3 Mobile |
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| DDRNet23-Slim | ONNX | float | Qualcomm® QCS8550 (Proxy) | 29.
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| DDRNet23-Slim | ONNX | float | Qualcomm® QCS9075 | 39.
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| DDRNet23-Slim | ONNX | float | Snapdragon® 8 Elite For Galaxy Mobile | 13.
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| DDRNet23-Slim | ONNX | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 44.
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| DDRNet23-Slim | ONNX | w8a8 | Snapdragon® X2 Elite |
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| DDRNet23-Slim | ONNX | w8a8 | Snapdragon® X Elite |
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| DDRNet23-Slim | ONNX | w8a8 | Snapdragon® 8 Gen 3 Mobile | 43.
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| DDRNet23-Slim | ONNX | w8a8 | Qualcomm® QCS6490 |
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| DDRNet23-Slim | ONNX | w8a8 | Qualcomm® QCS8550 (Proxy) | 57.
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| DDRNet23-Slim | ONNX | w8a8 | Qualcomm® QCS9075 |
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| DDRNet23-Slim | ONNX | w8a8 | Qualcomm® QCM6690 |
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| DDRNet23-Slim | ONNX | w8a8 | Snapdragon® 8 Elite For Galaxy Mobile | 42.
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| DDRNet23-Slim | ONNX | w8a8 | Snapdragon® 7 Gen 4 Mobile |
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| DDRNet23-Slim | QNN_DLC | float | Snapdragon® 8 Elite Gen 5 Mobile | 10.
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| DDRNet23-Slim | QNN_DLC | float | Snapdragon® X2 Elite | 11.
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| DDRNet23-Slim | QNN_DLC | float | Snapdragon® X Elite | 33.
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| DDRNet23-Slim | QNN_DLC | float | Snapdragon® 8 Gen 3 Mobile | 22.
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| DDRNet23-Slim | QNN_DLC | float | Qualcomm®
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| DDRNet23-Slim | QNN_DLC | float | Qualcomm®
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| DDRNet23-Slim | QNN_DLC | float | Qualcomm®
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| DDRNet23-Slim | QNN_DLC | float | Qualcomm® QCS8450 (Proxy) |
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| DDRNet23-Slim | QNN_DLC | float | Qualcomm®
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| DDRNet23-Slim | QNN_DLC | float |
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| DDRNet23-Slim | QNN_DLC |
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| DDRNet23-Slim | QNN_DLC | w8a8 | Snapdragon®
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| DDRNet23-Slim | QNN_DLC | w8a8 | Snapdragon®
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| DDRNet23-Slim | QNN_DLC | w8a8 | Snapdragon®
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| DDRNet23-Slim | QNN_DLC | w8a8 |
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| DDRNet23-Slim | QNN_DLC | w8a8 | Qualcomm®
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| DDRNet23-Slim | QNN_DLC | w8a8 | Qualcomm®
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| DDRNet23-Slim | QNN_DLC | w8a8 | Qualcomm®
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| DDRNet23-Slim | QNN_DLC | w8a8 | Qualcomm®
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| DDRNet23-Slim | QNN_DLC | w8a8 | Qualcomm®
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| DDRNet23-Slim | QNN_DLC | w8a8 | Qualcomm®
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| DDRNet23-Slim | QNN_DLC | w8a8 |
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| DDRNet23-Slim |
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| DDRNet23-Slim | TFLITE | float | Snapdragon® 8
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| DDRNet23-Slim | TFLITE | float |
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| DDRNet23-Slim | TFLITE | float | Qualcomm®
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| DDRNet23-Slim | TFLITE | float | Qualcomm®
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| DDRNet23-Slim | TFLITE | float | Qualcomm®
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| DDRNet23-Slim | TFLITE | float | Qualcomm®
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| DDRNet23-Slim | TFLITE | float | Qualcomm®
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| DDRNet23-Slim | TFLITE | float | Qualcomm®
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| DDRNet23-Slim | TFLITE | float |
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| DDRNet23-Slim | TFLITE |
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| DDRNet23-Slim | TFLITE | w8a8 | Snapdragon® 8
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| DDRNet23-Slim | TFLITE | w8a8 |
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| DDRNet23-Slim | TFLITE | w8a8 | Qualcomm®
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| DDRNet23-Slim | TFLITE | w8a8 | Qualcomm®
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| DDRNet23-Slim | TFLITE | w8a8 | Qualcomm®
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| DDRNet23-Slim | TFLITE | w8a8 | Qualcomm®
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| DDRNet23-Slim | TFLITE | w8a8 | Qualcomm®
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| DDRNet23-Slim | TFLITE | w8a8 | Qualcomm®
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| DDRNet23-Slim | TFLITE | w8a8 | Qualcomm®
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| DDRNet23-Slim | TFLITE | w8a8 | Qualcomm®
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| DDRNet23-Slim | TFLITE | w8a8 |
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| DDRNet23-Slim | TFLITE | w8a8 | Snapdragon®
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| DDRNet23-Slim | TFLITE | w8a8 | Snapdragon® 7 Gen 4 Mobile | 66.779 ms | 11 - 211 MB | NPU
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## License
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* The license for the original implementation of DDRNet23-Slim can be found
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| Runtime | Precision | Chipset | SDK Versions | Download |
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|---|---|---|---|---|
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| ONNX | float | Universal | QAIRT 2.42, ONNX Runtime 1.24.3 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/ddrnet23_slim/releases/v0.50.2/ddrnet23_slim-onnx-float.zip)
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| ONNX | w8a8 | Universal | QAIRT 2.42, ONNX Runtime 1.24.3 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/ddrnet23_slim/releases/v0.50.2/ddrnet23_slim-onnx-w8a8.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/ddrnet23_slim/releases/v0.50.2/ddrnet23_slim-qnn_dlc-float.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/ddrnet23_slim/releases/v0.50.2/ddrnet23_slim-qnn_dlc-w8a8.zip)
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| TFLITE | float | Universal | QAIRT 2.43, TFLite 2.19.1 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/ddrnet23_slim/releases/v0.50.2/ddrnet23_slim-tflite-float.zip)
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| TFLITE | w8a8 | Universal | QAIRT 2.43, TFLite 2.19.1 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/ddrnet23_slim/releases/v0.50.2/ddrnet23_slim-tflite-w8a8.zip)
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For more device-specific assets and performance metrics, visit **[DDRNet23-Slim on Qualcomm® AI Hub](https://aihub.qualcomm.com/models/ddrnet23_slim)**.
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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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| DDRNet23-Slim | ONNX | float | Snapdragon® 8 Elite Gen 5 Mobile | 10.453 ms | 30 - 255 MB | NPU
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| DDRNet23-Slim | ONNX | float | Snapdragon® X2 Elite | 10.95 ms | 22 - 22 MB | NPU
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| DDRNet23-Slim | ONNX | float | Snapdragon® X Elite | 28.071 ms | 24 - 24 MB | NPU
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| DDRNet23-Slim | ONNX | float | Snapdragon® 8 Gen 3 Mobile | 20.021 ms | 30 - 310 MB | NPU
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| DDRNet23-Slim | ONNX | float | Qualcomm® QCS8550 (Proxy) | 29.065 ms | 24 - 27 MB | NPU
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| DDRNet23-Slim | ONNX | float | Qualcomm® QCS9075 | 39.815 ms | 24 - 51 MB | NPU
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| DDRNet23-Slim | ONNX | float | Snapdragon® 8 Elite For Galaxy Mobile | 13.643 ms | 5 - 204 MB | NPU
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| DDRNet23-Slim | ONNX | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 44.338 ms | 86 - 289 MB | NPU
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| DDRNet23-Slim | ONNX | w8a8 | Snapdragon® X2 Elite | 43.735 ms | 133 - 133 MB | NPU
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| DDRNet23-Slim | ONNX | w8a8 | Snapdragon® X Elite | 60.315 ms | 131 - 131 MB | NPU
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| DDRNet23-Slim | ONNX | w8a8 | Snapdragon® 8 Gen 3 Mobile | 43.562 ms | 35 - 294 MB | NPU
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| DDRNet23-Slim | ONNX | w8a8 | Qualcomm® QCS6490 | 301.464 ms | 199 - 217 MB | CPU
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| DDRNet23-Slim | ONNX | w8a8 | Qualcomm® QCS8550 (Proxy) | 57.111 ms | 81 - 92 MB | NPU
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| DDRNet23-Slim | ONNX | w8a8 | Qualcomm® QCS9075 | 63.374 ms | 86 - 89 MB | NPU
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| DDRNet23-Slim | ONNX | w8a8 | Qualcomm® QCM6690 | 264.691 ms | 171 - 179 MB | CPU
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| DDRNet23-Slim | ONNX | w8a8 | Snapdragon® 8 Elite For Galaxy Mobile | 42.889 ms | 82 - 282 MB | NPU
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| DDRNet23-Slim | ONNX | w8a8 | Snapdragon® 7 Gen 4 Mobile | 249.794 ms | 191 - 199 MB | CPU
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| DDRNet23-Slim | QNN_DLC | float | Snapdragon® 8 Elite Gen 5 Mobile | 10.366 ms | 14 - 250 MB | NPU
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| DDRNet23-Slim | QNN_DLC | float | Snapdragon® X2 Elite | 11.814 ms | 24 - 24 MB | NPU
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| DDRNet23-Slim | QNN_DLC | float | Snapdragon® X Elite | 33.548 ms | 24 - 24 MB | NPU
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| DDRNet23-Slim | QNN_DLC | float | Snapdragon® 8 Gen 3 Mobile | 22.494 ms | 24 - 309 MB | NPU
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| DDRNet23-Slim | QNN_DLC | float | Qualcomm® QCS8550 (Proxy) | 32.648 ms | 24 - 26 MB | NPU
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| DDRNet23-Slim | QNN_DLC | float | Qualcomm® SA8775P | 40.248 ms | 24 - 223 MB | NPU
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| DDRNet23-Slim | QNN_DLC | float | Qualcomm® QCS9075 | 53.739 ms | 24 - 52 MB | NPU
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| DDRNet23-Slim | QNN_DLC | float | Qualcomm® QCS8450 (Proxy) | 67.005 ms | 5 - 290 MB | NPU
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| DDRNet23-Slim | QNN_DLC | float | Qualcomm® SA8295P | 43.039 ms | 24 - 229 MB | NPU
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| DDRNet23-Slim | QNN_DLC | float | Snapdragon® 8 Elite For Galaxy Mobile | 15.461 ms | 24 - 247 MB | NPU
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| DDRNet23-Slim | QNN_DLC | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 47.168 ms | 6 - 238 MB | NPU
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| DDRNet23-Slim | QNN_DLC | w8a8 | Snapdragon® X2 Elite | 48.559 ms | 6 - 6 MB | NPU
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| DDRNet23-Slim | QNN_DLC | w8a8 | Snapdragon® X Elite | 58.748 ms | 6 - 6 MB | NPU
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| DDRNet23-Slim | QNN_DLC | w8a8 | Snapdragon® 8 Gen 3 Mobile | 41.802 ms | 6 - 255 MB | NPU
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| DDRNet23-Slim | QNN_DLC | w8a8 | Qualcomm® QCS8275 (Proxy) | 107.82 ms | 6 - 205 MB | NPU
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| DDRNet23-Slim | QNN_DLC | w8a8 | Qualcomm® QCS8550 (Proxy) | 56.165 ms | 6 - 16 MB | NPU
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| DDRNet23-Slim | QNN_DLC | w8a8 | Qualcomm® SA8775P | 56.965 ms | 6 - 205 MB | NPU
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| DDRNet23-Slim | QNN_DLC | w8a8 | Qualcomm® QCS9075 | 59.882 ms | 6 - 14 MB | NPU
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| DDRNet23-Slim | QNN_DLC | w8a8 | Qualcomm® QCS8450 (Proxy) | 61.81 ms | 6 - 254 MB | NPU
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| DDRNet23-Slim | QNN_DLC | w8a8 | Qualcomm® SA7255P | 107.82 ms | 6 - 205 MB | NPU
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| DDRNet23-Slim | QNN_DLC | w8a8 | Qualcomm® SA8295P | 64.394 ms | 6 - 208 MB | NPU
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| DDRNet23-Slim | QNN_DLC | w8a8 | Snapdragon® 8 Elite For Galaxy Mobile | 40.526 ms | 6 - 221 MB | NPU
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| DDRNet23-Slim | TFLITE | float | Snapdragon® 8 Elite Gen 5 Mobile | 10.323 ms | 2 - 242 MB | NPU
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| DDRNet23-Slim | TFLITE | float | Snapdragon® 8 Gen 3 Mobile | 22.472 ms | 1 - 295 MB | NPU
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| DDRNet23-Slim | TFLITE | float | Qualcomm® QCS8275 (Proxy) | 98.309 ms | 3 - 206 MB | NPU
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| DDRNet23-Slim | TFLITE | float | Qualcomm® QCS8550 (Proxy) | 32.456 ms | 2 - 5 MB | NPU
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| DDRNet23-Slim | TFLITE | float | Qualcomm® SA8775P | 40.185 ms | 2 - 206 MB | NPU
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| DDRNet23-Slim | TFLITE | float | Qualcomm® QCS9075 | 53.755 ms | 0 - 41 MB | NPU
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| DDRNet23-Slim | TFLITE | float | Qualcomm® QCS8450 (Proxy) | 67.21 ms | 2 - 297 MB | NPU
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| DDRNet23-Slim | TFLITE | float | Qualcomm® SA7255P | 98.309 ms | 3 - 206 MB | NPU
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| DDRNet23-Slim | TFLITE | float | Qualcomm® SA8295P | 42.982 ms | 2 - 216 MB | NPU
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| DDRNet23-Slim | TFLITE | float | Snapdragon® 8 Elite For Galaxy Mobile | 15.355 ms | 2 - 228 MB | NPU
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| DDRNet23-Slim | TFLITE | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 44.629 ms | 0 - 230 MB | NPU
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| DDRNet23-Slim | TFLITE | w8a8 | Snapdragon® 8 Gen 3 Mobile | 36.982 ms | 1 - 252 MB | NPU
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| DDRNet23-Slim | TFLITE | w8a8 | Qualcomm® QCS6490 | 178.591 ms | 9 - 78 MB | NPU
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| DDRNet23-Slim | TFLITE | w8a8 | Qualcomm® QCS8275 (Proxy) | 95.075 ms | 1 - 198 MB | NPU
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| DDRNet23-Slim | TFLITE | w8a8 | Qualcomm® QCS8550 (Proxy) | 48.952 ms | 0 - 159 MB | NPU
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| DDRNet23-Slim | TFLITE | w8a8 | Qualcomm® SA8775P | 49.626 ms | 1 - 198 MB | NPU
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| DDRNet23-Slim | TFLITE | w8a8 | Qualcomm® QCS9075 | 52.022 ms | 0 - 15 MB | NPU
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| DDRNet23-Slim | TFLITE | w8a8 | Qualcomm® QCM6690 | 216.815 ms | 9 - 194 MB | NPU
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| DDRNet23-Slim | TFLITE | w8a8 | Qualcomm® QCS8450 (Proxy) | 56.476 ms | 0 - 249 MB | NPU
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| DDRNet23-Slim | TFLITE | w8a8 | Qualcomm® SA7255P | 95.075 ms | 1 - 198 MB | NPU
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| DDRNet23-Slim | TFLITE | w8a8 | Qualcomm® SA8295P | 56.026 ms | 1 - 202 MB | NPU
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| DDRNet23-Slim | TFLITE | w8a8 | Snapdragon® 8 Elite For Galaxy Mobile | 65.286 ms | 1 - 217 MB | NPU
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| DDRNet23-Slim | TFLITE | w8a8 | Snapdragon® 7 Gen 4 Mobile | 62.795 ms | 10 - 209 MB | NPU
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## License
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* The license for the original implementation of DDRNet23-Slim can be found
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release_assets.json
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{"version":"0.50.
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{"version":"0.50.2","precisions":{"float":{"universal_assets":{"onnx":{"tool_versions":{"qairt":"2.42.0.251225135753_193295","onnx_runtime":"1.24.3"},"download_url":"https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/ddrnet23_slim/releases/v0.50.2/ddrnet23_slim-onnx-float.zip"},"qnn_dlc":{"tool_versions":{"qairt":"2.43.0.260127150333_193827"},"download_url":"https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/ddrnet23_slim/releases/v0.50.2/ddrnet23_slim-qnn_dlc-float.zip"},"tflite":{"tool_versions":{"qairt":"2.43.0.260127150333_193827","tflite":"2.19.1"},"download_url":"https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/ddrnet23_slim/releases/v0.50.2/ddrnet23_slim-tflite-float.zip"}}},"w8a8":{"universal_assets":{"onnx":{"tool_versions":{"qairt":"2.42.0.251225135753_193295","onnx_runtime":"1.24.3"},"download_url":"https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/ddrnet23_slim/releases/v0.50.2/ddrnet23_slim-onnx-w8a8.zip"},"qnn_dlc":{"tool_versions":{"qairt":"2.43.0.260127150333_193827"},"download_url":"https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/ddrnet23_slim/releases/v0.50.2/ddrnet23_slim-qnn_dlc-w8a8.zip"},"tflite":{"tool_versions":{"qairt":"2.43.0.260127150333_193827","tflite":"2.19.1"},"download_url":"https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/ddrnet23_slim/releases/v0.50.2/ddrnet23_slim-tflite-w8a8.zip"}}}}}
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