v0.50.2
Browse filesSee https://github.com/qualcomm/ai-hub-models/releases/v0.50.2 for changelog.
- README.md +71 -73
- 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/deeplab_xception/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/deeplab_xception/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 **[DeepLabXception on Qualcomm® AI Hub](https://aihub.qualcomm.com/models/deeplab_xception)**.
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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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| DeepLabXception | ONNX | float | Snapdragon® 8 Elite Gen 5 Mobile | 8.
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| DeepLabXception | ONNX | float | Snapdragon® X2 Elite | 10.
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| DeepLabXception | ONNX | float | Snapdragon® X Elite | 22.
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| DeepLabXception | ONNX | float | Snapdragon® 8 Gen 3 Mobile |
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| DeepLabXception | ONNX | float | Qualcomm® QCS8550 (Proxy) | 22.
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| DeepLabXception | ONNX | float | Qualcomm® QCS9075 |
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| DeepLabXception | ONNX | float | Snapdragon® 8 Elite For Galaxy Mobile | 13.
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| DeepLabXception | ONNX | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 3.
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| DeepLabXception | ONNX | w8a8 | Snapdragon® X2 Elite | 3.
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| DeepLabXception | ONNX | w8a8 | Snapdragon® X Elite |
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| DeepLabXception | ONNX | w8a8 | Snapdragon® 8 Gen 3 Mobile | 5.
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| DeepLabXception | ONNX | w8a8 | Qualcomm® QCS6490 |
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| DeepLabXception | ONNX | w8a8 | Qualcomm® QCS8550 (Proxy) | 7.
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| DeepLabXception | ONNX | w8a8 | Qualcomm® QCS9075 | 7.
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| DeepLabXception | ONNX | w8a8 | Qualcomm® QCM6690 |
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| DeepLabXception | ONNX | w8a8 | Snapdragon® 8 Elite For Galaxy Mobile | 4.
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| DeepLabXception | ONNX | w8a8 | Snapdragon® 7 Gen 4 Mobile | 229.
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| DeepLabXception | QNN_DLC | float | Snapdragon® 8 Elite Gen 5 Mobile | 9.
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| DeepLabXception | QNN_DLC | float | Snapdragon® X2 Elite | 11.
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| DeepLabXception | QNN_DLC | float | Snapdragon® X Elite | 22.
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| DeepLabXception | QNN_DLC | float | Snapdragon® 8 Gen 3 Mobile | 16.
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| DeepLabXception | QNN_DLC | float | Qualcomm®
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| DeepLabXception | QNN_DLC | float | Qualcomm®
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| DeepLabXception | QNN_DLC | float | Qualcomm®
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| DeepLabXception | QNN_DLC | float | Qualcomm®
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| DeepLabXception | QNN_DLC | float | Qualcomm®
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| DeepLabXception | QNN_DLC | float |
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| DeepLabXception | QNN_DLC |
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| DeepLabXception | QNN_DLC |
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| DeepLabXception | QNN_DLC | w8a8 | Snapdragon®
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| DeepLabXception | QNN_DLC | w8a8 | Snapdragon®
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| DeepLabXception | QNN_DLC | w8a8 |
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| DeepLabXception | QNN_DLC | w8a8 |
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| DeepLabXception | QNN_DLC | w8a8 | Qualcomm®
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| DeepLabXception | QNN_DLC | w8a8 | Qualcomm®
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| DeepLabXception | QNN_DLC | w8a8 | Qualcomm®
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| DeepLabXception | QNN_DLC | w8a8 | Qualcomm®
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| DeepLabXception | QNN_DLC | w8a8 | Qualcomm®
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| DeepLabXception | QNN_DLC | w8a8 | Qualcomm®
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| DeepLabXception | QNN_DLC | w8a8 | Qualcomm®
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| DeepLabXception | QNN_DLC | w8a8 |
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| DeepLabXception | QNN_DLC | w8a8 |
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| DeepLabXception |
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| DeepLabXception |
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| DeepLabXception | TFLITE | float |
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| DeepLabXception | TFLITE | float |
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| DeepLabXception | TFLITE | float | Qualcomm®
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| DeepLabXception | TFLITE | float | Qualcomm®
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| DeepLabXception | TFLITE | float | Qualcomm®
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| DeepLabXception | TFLITE | float | Qualcomm®
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| DeepLabXception | TFLITE | float | Qualcomm®
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| DeepLabXception | TFLITE | float |
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| DeepLabXception | TFLITE |
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| DeepLabXception | TFLITE |
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| DeepLabXception | TFLITE | w8a8 |
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| DeepLabXception | TFLITE | w8a8 |
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| DeepLabXception | TFLITE | w8a8 | Qualcomm®
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| DeepLabXception | TFLITE | w8a8 | Qualcomm®
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| DeepLabXception | TFLITE | w8a8 | Qualcomm®
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| DeepLabXception | TFLITE | w8a8 | Qualcomm®
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| DeepLabXception | TFLITE | w8a8 | Qualcomm®
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| DeepLabXception | TFLITE | w8a8 | Qualcomm®
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| DeepLabXception | TFLITE | w8a8 | Qualcomm®
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| DeepLabXception | TFLITE | w8a8 |
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| DeepLabXception | TFLITE | w8a8 |
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| DeepLabXception | TFLITE | w8a8 | Snapdragon® 8 Elite For Galaxy Mobile | 3.928 ms | 0 - 274 MB | NPU
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| DeepLabXception | TFLITE | w8a8 | Snapdragon® 7 Gen 4 Mobile | 11.522 ms | 0 - 268 MB | NPU
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## License
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* The license for the original implementation of DeepLabXception 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/deeplab_xception/releases/v0.50.2/deeplab_xception-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/deeplab_xception/releases/v0.50.2/deeplab_xception-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/deeplab_xception/releases/v0.50.2/deeplab_xception-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/deeplab_xception/releases/v0.50.2/deeplab_xception-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/deeplab_xception/releases/v0.50.2/deeplab_xception-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/deeplab_xception/releases/v0.50.2/deeplab_xception-tflite-w8a8.zip)
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For more device-specific assets and performance metrics, visit **[DeepLabXception on Qualcomm® AI Hub](https://aihub.qualcomm.com/models/deeplab_xception)**.
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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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| 65 |
|---|---|---|---|---|---|---
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| DeepLabXception | ONNX | float | Snapdragon® 8 Elite Gen 5 Mobile | 8.881 ms | 3 - 255 MB | NPU
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| DeepLabXception | ONNX | float | Snapdragon® X2 Elite | 10.453 ms | 86 - 86 MB | NPU
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| DeepLabXception | ONNX | float | Snapdragon® X Elite | 22.956 ms | 85 - 85 MB | NPU
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| DeepLabXception | ONNX | float | Snapdragon® 8 Gen 3 Mobile | 17.0 ms | 0 - 367 MB | NPU
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| DeepLabXception | ONNX | float | Qualcomm® QCS8550 (Proxy) | 22.43 ms | 0 - 96 MB | NPU
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| DeepLabXception | ONNX | float | Qualcomm® QCS9075 | 33.553 ms | 3 - 8 MB | NPU
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| DeepLabXception | ONNX | float | Snapdragon® 8 Elite For Galaxy Mobile | 13.26 ms | 1 - 242 MB | NPU
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| DeepLabXception | ONNX | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 3.058 ms | 0 - 293 MB | NPU
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| DeepLabXception | ONNX | w8a8 | Snapdragon® X2 Elite | 3.348 ms | 44 - 44 MB | NPU
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| DeepLabXception | ONNX | w8a8 | Snapdragon® X Elite | 7.998 ms | 44 - 44 MB | NPU
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| DeepLabXception | ONNX | w8a8 | Snapdragon® 8 Gen 3 Mobile | 5.275 ms | 0 - 389 MB | NPU
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| DeepLabXception | ONNX | w8a8 | Qualcomm® QCS6490 | 318.533 ms | 92 - 119 MB | CPU
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| DeepLabXception | ONNX | w8a8 | Qualcomm® QCS8550 (Proxy) | 7.438 ms | 0 - 51 MB | NPU
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| DeepLabXception | ONNX | w8a8 | Qualcomm® QCS9075 | 7.628 ms | 0 - 4 MB | NPU
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| DeepLabXception | ONNX | w8a8 | Qualcomm® QCM6690 | 244.569 ms | 59 - 73 MB | CPU
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| DeepLabXception | ONNX | w8a8 | Snapdragon® 8 Elite For Galaxy Mobile | 4.211 ms | 0 - 283 MB | NPU
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| DeepLabXception | ONNX | w8a8 | Snapdragon® 7 Gen 4 Mobile | 229.761 ms | 91 - 105 MB | CPU
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| DeepLabXception | QNN_DLC | float | Snapdragon® 8 Elite Gen 5 Mobile | 9.525 ms | 3 - 258 MB | NPU
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| DeepLabXception | QNN_DLC | float | Snapdragon® X2 Elite | 11.481 ms | 3 - 3 MB | NPU
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| DeepLabXception | QNN_DLC | float | Snapdragon® X Elite | 22.739 ms | 3 - 3 MB | NPU
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| DeepLabXception | QNN_DLC | float | Snapdragon® 8 Gen 3 Mobile | 16.008 ms | 2 - 367 MB | NPU
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| DeepLabXception | QNN_DLC | float | Qualcomm® QCS8550 (Proxy) | 21.914 ms | 3 - 5 MB | NPU
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| DeepLabXception | QNN_DLC | float | Qualcomm® SA8775P | 30.623 ms | 0 - 244 MB | NPU
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| DeepLabXception | QNN_DLC | float | Qualcomm® QCS9075 | 36.016 ms | 5 - 10 MB | NPU
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| DeepLabXception | QNN_DLC | float | Qualcomm® QCS8450 (Proxy) | 46.323 ms | 3 - 363 MB | NPU
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| DeepLabXception | QNN_DLC | float | Qualcomm® SA8295P | 39.001 ms | 0 - 241 MB | NPU
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| DeepLabXception | QNN_DLC | float | Snapdragon® 8 Elite For Galaxy Mobile | 12.179 ms | 3 - 254 MB | NPU
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| DeepLabXception | QNN_DLC | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 3.26 ms | 1 - 271 MB | NPU
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| DeepLabXception | QNN_DLC | w8a8 | Snapdragon® X2 Elite | 3.869 ms | 1 - 1 MB | NPU
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| DeepLabXception | QNN_DLC | w8a8 | Snapdragon® X Elite | 8.53 ms | 1 - 1 MB | NPU
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| DeepLabXception | QNN_DLC | w8a8 | Snapdragon® 8 Gen 3 Mobile | 5.55 ms | 1 - 373 MB | NPU
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| DeepLabXception | QNN_DLC | w8a8 | Qualcomm® QCS6490 | 33.811 ms | 1 - 3 MB | NPU
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| DeepLabXception | QNN_DLC | w8a8 | Qualcomm® QCS8275 (Proxy) | 20.336 ms | 1 - 282 MB | NPU
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| DeepLabXception | QNN_DLC | w8a8 | Qualcomm® QCS8550 (Proxy) | 7.888 ms | 1 - 3 MB | NPU
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| DeepLabXception | QNN_DLC | w8a8 | Qualcomm® SA8775P | 8.085 ms | 1 - 285 MB | NPU
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| DeepLabXception | QNN_DLC | w8a8 | Qualcomm® QCS9075 | 8.711 ms | 1 - 3 MB | NPU
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| DeepLabXception | QNN_DLC | w8a8 | Qualcomm® QCM6690 | 93.454 ms | 1 - 303 MB | NPU
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| DeepLabXception | QNN_DLC | w8a8 | Qualcomm® QCS8450 (Proxy) | 13.82 ms | 1 - 367 MB | NPU
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| DeepLabXception | QNN_DLC | w8a8 | Qualcomm® SA7255P | 20.336 ms | 1 - 282 MB | NPU
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| DeepLabXception | QNN_DLC | w8a8 | Qualcomm® SA8295P | 12.624 ms | 1 - 277 MB | NPU
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| DeepLabXception | QNN_DLC | w8a8 | Snapdragon® 8 Elite For Galaxy Mobile | 4.377 ms | 1 - 287 MB | NPU
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| DeepLabXception | QNN_DLC | w8a8 | Snapdragon® 7 Gen 4 Mobile | 12.101 ms | 1 - 277 MB | NPU
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| DeepLabXception | TFLITE | float | Snapdragon® 8 Elite Gen 5 Mobile | 9.204 ms | 0 - 369 MB | NPU
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| DeepLabXception | TFLITE | float | Snapdragon® 8 Gen 3 Mobile | 16.148 ms | 0 - 482 MB | NPU
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| DeepLabXception | TFLITE | float | Qualcomm® QCS8275 (Proxy) | 113.261 ms | 0 - 358 MB | NPU
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| DeepLabXception | TFLITE | float | Qualcomm® QCS8550 (Proxy) | 21.316 ms | 0 - 8 MB | NPU
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| DeepLabXception | TFLITE | float | Qualcomm® SA8775P | 30.584 ms | 0 - 358 MB | NPU
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| DeepLabXception | TFLITE | float | Qualcomm® QCS9075 | 35.556 ms | 0 - 93 MB | NPU
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| DeepLabXception | TFLITE | float | Qualcomm® QCS8450 (Proxy) | 45.665 ms | 0 - 473 MB | NPU
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| DeepLabXception | TFLITE | float | Qualcomm® SA7255P | 113.261 ms | 0 - 358 MB | NPU
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| DeepLabXception | TFLITE | float | Qualcomm® SA8295P | 38.684 ms | 0 - 349 MB | NPU
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| DeepLabXception | TFLITE | float | Snapdragon® 8 Elite For Galaxy Mobile | 12.244 ms | 0 - 364 MB | NPU
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| DeepLabXception | TFLITE | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 2.897 ms | 0 - 267 MB | NPU
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| DeepLabXception | TFLITE | w8a8 | Snapdragon® 8 Gen 3 Mobile | 4.952 ms | 0 - 373 MB | NPU
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| DeepLabXception | TFLITE | w8a8 | Qualcomm® QCS6490 | 31.564 ms | 0 - 58 MB | NPU
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| DeepLabXception | TFLITE | w8a8 | Qualcomm® QCS8275 (Proxy) | 18.929 ms | 0 - 285 MB | NPU
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| DeepLabXception | TFLITE | w8a8 | Qualcomm® QCS8550 (Proxy) | 6.935 ms | 0 - 3 MB | NPU
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| DeepLabXception | TFLITE | w8a8 | Qualcomm® SA8775P | 7.234 ms | 0 - 284 MB | NPU
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| DeepLabXception | TFLITE | w8a8 | Qualcomm® QCS9075 | 7.499 ms | 0 - 47 MB | NPU
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| DeepLabXception | TFLITE | w8a8 | Qualcomm® QCM6690 | 90.917 ms | 0 - 295 MB | NPU
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| DeepLabXception | TFLITE | w8a8 | Qualcomm® QCS8450 (Proxy) | 12.237 ms | 0 - 361 MB | NPU
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| DeepLabXception | TFLITE | w8a8 | Qualcomm® SA7255P | 18.929 ms | 0 - 285 MB | NPU
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| DeepLabXception | TFLITE | w8a8 | Qualcomm® SA8295P | 11.612 ms | 0 - 273 MB | NPU
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| DeepLabXception | TFLITE | w8a8 | Snapdragon® 8 Elite For Galaxy Mobile | 3.905 ms | 0 - 273 MB | NPU
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| DeepLabXception | TFLITE | w8a8 | Snapdragon�� 7 Gen 4 Mobile | 11.136 ms | 0 - 268 MB | NPU
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## License
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* The license for the original implementation of DeepLabXception 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/deeplab_xception/releases/v0.50.2/deeplab_xception-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/deeplab_xception/releases/v0.50.2/deeplab_xception-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/deeplab_xception/releases/v0.50.2/deeplab_xception-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/deeplab_xception/releases/v0.50.2/deeplab_xception-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/deeplab_xception/releases/v0.50.2/deeplab_xception-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/deeplab_xception/releases/v0.50.2/deeplab_xception-tflite-w8a8.zip"}}}}}
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