v0.51.0
Browse filesSee https://github.com/qualcomm/ai-hub-models/releases/v0.51.0 for changelog.
- README.md +57 -68
- release_assets.json +47 -1
README.md
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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.
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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.
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| QNN_DLC | float | Universal | QAIRT 2.
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| TFLITE |
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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.
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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) |
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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 | 43.
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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 | 63.
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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®
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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 |
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| DDRNet23-Slim |
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| DDRNet23-Slim |
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| DDRNet23-Slim |
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| DDRNet23-Slim |
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| DDRNet23-Slim |
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| DDRNet23-Slim |
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| DDRNet23-Slim |
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| DDRNet23-Slim |
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| DDRNet23-Slim |
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| DDRNet23-Slim |
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| DDRNet23-Slim | TFLITE |
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| DDRNet23-Slim | TFLITE |
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| DDRNet23-Slim | TFLITE |
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| DDRNet23-Slim | TFLITE |
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| DDRNet23-Slim | TFLITE |
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| DDRNet23-Slim | TFLITE |
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| DDRNet23-Slim | TFLITE |
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| DDRNet23-Slim | TFLITE |
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| DDRNet23-Slim | TFLITE |
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| DDRNet23-Slim | TFLITE |
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| DDRNet23-Slim | TFLITE | w8a8 |
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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® 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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| 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/v0.51.0/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/v0.51.0/ddrnet23_slim-onnx-w8a8.zip)
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| QNN_DLC | float | Universal | QAIRT 2.45 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/ddrnet23_slim/releases/v0.51.0/ddrnet23_slim-qnn_dlc-float.zip)
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| TFLITE | float | Universal | QAIRT 2.45 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/ddrnet23_slim/releases/v0.51.0/ddrnet23_slim-tflite-float.zip)
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| TFLITE | w8a8 | Universal | QAIRT 2.45 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/ddrnet23_slim/releases/v0.51.0/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 | 10.47 ms | 31 - 256 MB | NPU
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| DDRNet23-Slim | ONNX | float | Snapdragon® X2 Elite | 10.888 ms | 22 - 22 MB | NPU
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| DDRNet23-Slim | ONNX | float | Snapdragon® X Elite | 28.119 ms | 24 - 24 MB | NPU
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| DDRNet23-Slim | ONNX | float | Snapdragon® 8 Gen 3 Mobile | 19.79 ms | 32 - 308 MB | NPU
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| DDRNet23-Slim | ONNX | float | Qualcomm® QCS8550 (Proxy) | 28.67 ms | 24 - 28 MB | NPU
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| DDRNet23-Slim | ONNX | float | Qualcomm® QCS9075 | 39.311 ms | 24 - 51 MB | NPU
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| DDRNet23-Slim | ONNX | float | Snapdragon® 8 Elite For Galaxy Mobile | 13.629 ms | 5 - 203 MB | NPU
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| DDRNet23-Slim | ONNX | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 44.509 ms | 56 - 247 MB | NPU
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| DDRNet23-Slim | ONNX | w8a8 | Snapdragon® X2 Elite | 43.943 ms | 109 - 109 MB | NPU
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| DDRNet23-Slim | ONNX | w8a8 | Snapdragon® X Elite | 87.005 ms | 109 - 109 MB | NPU
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| DDRNet23-Slim | ONNX | w8a8 | Snapdragon® 8 Gen 3 Mobile | 43.323 ms | 92 - 339 MB | NPU
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| DDRNet23-Slim | ONNX | w8a8 | Qualcomm® QCS6490 | 299.285 ms | 199 - 216 MB | CPU
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| DDRNet23-Slim | ONNX | w8a8 | Qualcomm® QCS8550 (Proxy) | 57.833 ms | 81 - 92 MB | NPU
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| DDRNet23-Slim | ONNX | w8a8 | Qualcomm® QCS9075 | 63.814 ms | 87 - 89 MB | NPU
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| DDRNet23-Slim | ONNX | w8a8 | Qualcomm® QCM6690 | 266.633 ms | 201 - 209 MB | CPU
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| DDRNet23-Slim | ONNX | w8a8 | Snapdragon® 8 Elite For Galaxy Mobile | 42.032 ms | 83 - 270 MB | NPU
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| DDRNet23-Slim | ONNX | w8a8 | Snapdragon® 7 Gen 4 Mobile | 250.631 ms | 139 - 148 MB | CPU
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| DDRNet23-Slim | QNN_DLC | float | Snapdragon® 8 Elite Gen 5 Mobile | 10.391 ms | 12 - 249 MB | NPU
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| DDRNet23-Slim | QNN_DLC | float | Snapdragon® X2 Elite | 11.73 ms | 24 - 24 MB | NPU
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| DDRNet23-Slim | QNN_DLC | float | Snapdragon® X Elite | 33.791 ms | 24 - 24 MB | NPU
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| DDRNet23-Slim | QNN_DLC | float | Snapdragon® 8 Gen 3 Mobile | 22.104 ms | 24 - 298 MB | NPU
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| DDRNet23-Slim | QNN_DLC | float | Qualcomm® QCS8275 (Proxy) | 98.382 ms | 24 - 220 MB | NPU
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| DDRNet23-Slim | QNN_DLC | float | Qualcomm® QCS8550 (Proxy) | 32.726 ms | 24 - 26 MB | NPU
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| DDRNet23-Slim | QNN_DLC | float | Qualcomm® SA8775P | 40.32 ms | 24 - 221 MB | NPU
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| DDRNet23-Slim | QNN_DLC | float | Qualcomm® QCS9075 | 53.286 ms | 24 - 52 MB | NPU
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| DDRNet23-Slim | QNN_DLC | float | Qualcomm® QCS8450 (Proxy) | 66.995 ms | 6 - 280 MB | NPU
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| DDRNet23-Slim | QNN_DLC | float | Qualcomm® SA7255P | 98.382 ms | 24 - 220 MB | NPU
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| DDRNet23-Slim | QNN_DLC | float | Qualcomm® SA8295P | 43.449 ms | 24 - 228 MB | NPU
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| DDRNet23-Slim | QNN_DLC | float | Snapdragon® 8 Elite For Galaxy Mobile | 15.617 ms | 16 - 237 MB | NPU
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| DDRNet23-Slim | TFLITE | float | Snapdragon® 8 Elite Gen 5 Mobile | 10.363 ms | 2 - 241 MB | NPU
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| DDRNet23-Slim | TFLITE | float | Snapdragon® 8 Gen 3 Mobile | 22.518 ms | 2 - 285 MB | NPU
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| DDRNet23-Slim | TFLITE | float | Qualcomm® QCS8275 (Proxy) | 98.289 ms | 0 - 202 MB | NPU
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| DDRNet23-Slim | TFLITE | float | Qualcomm® QCS8550 (Proxy) | 33.206 ms | 2 - 4 MB | NPU
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| DDRNet23-Slim | TFLITE | float | Qualcomm® SA8775P | 40.402 ms | 2 - 205 MB | NPU
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| DDRNet23-Slim | TFLITE | float | Qualcomm® QCS9075 | 53.887 ms | 0 - 41 MB | NPU
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| DDRNet23-Slim | TFLITE | float | Qualcomm® QCS8450 (Proxy) | 67.023 ms | 3 - 287 MB | NPU
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| DDRNet23-Slim | TFLITE | float | Qualcomm® SA7255P | 98.289 ms | 0 - 202 MB | NPU
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| DDRNet23-Slim | TFLITE | float | Qualcomm® SA8295P | 43.484 ms | 2 - 215 MB | NPU
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| DDRNet23-Slim | TFLITE | float | Snapdragon® 8 Elite For Galaxy Mobile | 15.381 ms | 2 - 225 MB | NPU
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| DDRNet23-Slim | TFLITE | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 21.521 ms | 1 - 231 MB | NPU
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| DDRNet23-Slim | TFLITE | w8a8 | Snapdragon® 8 Gen 3 Mobile | 37.132 ms | 1 - 248 MB | NPU
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| DDRNet23-Slim | TFLITE | w8a8 | Qualcomm® QCS6490 | 193.066 ms | 10 - 78 MB | NPU
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| DDRNet23-Slim | TFLITE | w8a8 | Qualcomm® QCS8275 (Proxy) | 95.072 ms | 1 - 200 MB | NPU
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| DDRNet23-Slim | TFLITE | w8a8 | Qualcomm® QCS8550 (Proxy) | 48.93 ms | 1 - 3 MB | NPU
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| DDRNet23-Slim | TFLITE | w8a8 | Qualcomm® SA8775P | 49.656 ms | 1 - 201 MB | NPU
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| DDRNet23-Slim | TFLITE | w8a8 | Qualcomm® QCS9075 | 51.53 ms | 0 - 15 MB | NPU
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| DDRNet23-Slim | TFLITE | w8a8 | Qualcomm® QCM6690 | 212.826 ms | 10 - 228 MB | NPU
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| DDRNet23-Slim | TFLITE | w8a8 | Qualcomm® QCS8450 (Proxy) | 56.003 ms | 0 - 245 MB | NPU
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| DDRNet23-Slim | TFLITE | w8a8 | Qualcomm® SA7255P | 95.072 ms | 1 - 200 MB | NPU
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| DDRNet23-Slim | TFLITE | w8a8 | Qualcomm® SA8295P | 56.125 ms | 1 - 204 MB | NPU
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| DDRNet23-Slim | TFLITE | w8a8 | Snapdragon® 8 Elite For Galaxy Mobile | 68.889 ms | 1 - 221 MB | NPU
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| DDRNet23-Slim | TFLITE | w8a8 | Snapdragon® 7 Gen 4 Mobile | 63.166 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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release_assets.json
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{
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"version": "0.51.0",
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"precisions": {
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"w8a8": {
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"universal_assets": {
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"tflite": {
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"tool_versions": {
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"qairt": "2.45.0.260326154327",
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"litert": "1.4.2"
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},
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"download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/ddrnet23_slim/releases/v0.51.0/ddrnet23_slim-tflite-w8a8.zip"
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},
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"onnx": {
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"tool_versions": {
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"qairt": "2.42.0.251225135753_193295",
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| 16 |
+
"onnx_runtime": "1.24.3"
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+
},
|
| 18 |
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"download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/ddrnet23_slim/releases/v0.51.0/ddrnet23_slim-onnx-w8a8.zip"
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}
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}
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},
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"float": {
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"universal_assets": {
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"tflite": {
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| 25 |
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"tool_versions": {
|
| 26 |
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"qairt": "2.45.0.260326154327",
|
| 27 |
+
"litert": "1.4.2"
|
| 28 |
+
},
|
| 29 |
+
"download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/ddrnet23_slim/releases/v0.51.0/ddrnet23_slim-tflite-float.zip"
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| 30 |
+
},
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"qnn_dlc": {
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"tool_versions": {
|
| 33 |
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"qairt": "2.45.0.260326154327"
|
| 34 |
+
},
|
| 35 |
+
"download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/ddrnet23_slim/releases/v0.51.0/ddrnet23_slim-qnn_dlc-float.zip"
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+
},
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"onnx": {
|
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+
"tool_versions": {
|
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"qairt": "2.42.0.251225135753_193295",
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"onnx_runtime": "1.24.3"
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+
},
|
| 42 |
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"download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/ddrnet23_slim/releases/v0.51.0/ddrnet23_slim-onnx-float.zip"
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}
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}
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}
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}
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| 47 |
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}
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