v0.63.0
Browse filesSee https://github.com/qualcomm/ai-hub-models/releases/v0.63.0 for changelog.
- README.md +134 -107
- release_assets.json +30 -13
README.md
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DeepLabXception is a semantic segmentation model supporting multiple backbones like ResNet-101 and Xception, with flexible dataset compatibility including COCO, VOC, and Cityscapes.
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This is based on the implementation of DeepLabXception found [here](https://github.com/LikeLy-Journey/SegmenTron).
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This repository contains pre-exported model files optimized for Qualcomm® devices. You can use the [Qualcomm® AI Hub Models](https://github.com/qualcomm/ai-hub-models/blob/v0.
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Qualcomm AI Hub Models uses [Qualcomm AI Hub Workbench](https://workbench.aihub.qualcomm.com) to compile, profile, and evaluate this model. [Sign up](https://myaccount.qualcomm.com/signup) to run these models on a hosted Qualcomm® device.
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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 **[DeepLabXception on Qualcomm® AI Hub](https://aihub.qualcomm.com/models/deeplab_xception)**.
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### Option 2: Export with Custom Configurations
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Use the [Qualcomm® AI Hub Models](https://github.com/qualcomm/ai-hub-models/blob/v0.
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- Custom weights (e.g., fine-tuned checkpoints)
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- Custom input shapes
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- Target device and runtime configurations
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This option is ideal if you need to customize the model beyond the default configuration provided here.
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See our repository for [DeepLabXception on GitHub](https://github.com/qualcomm/ai-hub-models/blob/v0.
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## Model Details
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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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| DeepLabXception | ONNX | float | Snapdragon®
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| DeepLabXception | ONNX | float | Snapdragon®
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| DeepLabXception | ONNX | float | Snapdragon®
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| DeepLabXception | ONNX | float | Snapdragon®
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| DeepLabXception | ONNX | float |
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| DeepLabXception | ONNX | float |
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| DeepLabXception | ONNX | float | Qualcomm®
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| DeepLabXception | ONNX | float | Qualcomm® Dragonwing™
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| DeepLabXception | ONNX | float | Qualcomm®
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| DeepLabXception | ONNX | float | Qualcomm® Dragonwing™
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| DeepLabXception | ONNX | float |
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| DeepLabXception | ONNX | float |
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| DeepLabXception | ONNX |
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| DeepLabXception | ONNX | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 3.
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| DeepLabXception | ONNX | w8a8 | Snapdragon®
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| DeepLabXception |
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| DeepLabXception | QNN_DLC | float |
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| DeepLabXception | QNN_DLC | float | Snapdragon® 8 Elite Mobile | 12.
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| DeepLabXception | QNN_DLC | float | Snapdragon®
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| DeepLabXception | QNN_DLC |
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| DeepLabXception | QNN_DLC |
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| DeepLabXception | QNN_DLC |
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| DeepLabXception | QNN_DLC |
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| DeepLabXception | QNN_DLC |
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| DeepLabXception | QNN_DLC |
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| DeepLabXception | QNN_DLC |
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| DeepLabXception | QNN_DLC |
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| DeepLabXception | QNN_DLC |
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| DeepLabXception |
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| DeepLabXception | TFLITE |
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| DeepLabXception | TFLITE |
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| DeepLabXception | TFLITE |
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| DeepLabXception | TFLITE |
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| DeepLabXception | TFLITE |
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| DeepLabXception | TFLITE |
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## License
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* The license for the original implementation of DeepLabXception can be found
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DeepLabXception is a semantic segmentation model supporting multiple backbones like ResNet-101 and Xception, with flexible dataset compatibility including COCO, VOC, and Cityscapes.
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This is based on the implementation of DeepLabXception found [here](https://github.com/LikeLy-Journey/SegmenTron).
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This repository contains pre-exported model files optimized for Qualcomm® devices. You can use the [Qualcomm® AI Hub Models](https://github.com/qualcomm/ai-hub-models/blob/v0.63.0/src/qai_hub_models/models/deeplab_xception) library to export with custom configurations. More details on model performance across various devices, can be found [here](#performance-summary).
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Qualcomm AI Hub Models uses [Qualcomm AI Hub Workbench](https://workbench.aihub.qualcomm.com) to compile, profile, and evaluate this model. [Sign up](https://myaccount.qualcomm.com/signup) to run these models on a hosted Qualcomm® device.
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| Runtime | Precision | Chipset | SDK Versions | Download |
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|---|---|---|---|---|
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| ONNX | float | Universal | QAIRT 2.50, ONNX Runtime 1.27.1 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/deeplab_xception/releases/v0.63.0/deeplab_xception-onnx-float.zip)
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| ONNX | w8a16 | Universal | QAIRT 2.50, ONNX Runtime 1.27.1 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/deeplab_xception/releases/v0.63.0/deeplab_xception-onnx-w8a16.zip)
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| ONNX | w8a8 | Universal | QAIRT 2.50, ONNX Runtime 1.27.1 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/deeplab_xception/releases/v0.63.0/deeplab_xception-onnx-w8a8.zip)
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| QNN_DLC | float | Universal | QAIRT 2.50 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/deeplab_xception/releases/v0.63.0/deeplab_xception-qnn_dlc-float.zip)
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| QNN_DLC | w8a16 | Universal | QAIRT 2.50 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/deeplab_xception/releases/v0.63.0/deeplab_xception-qnn_dlc-w8a16.zip)
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| QNN_DLC | w8a8 | Universal | QAIRT 2.50 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/deeplab_xception/releases/v0.63.0/deeplab_xception-qnn_dlc-w8a8.zip)
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| TFLITE | float | Universal | QAIRT 2.50 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/deeplab_xception/releases/v0.63.0/deeplab_xception-tflite-float.zip)
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| TFLITE | w8a8 | Universal | QAIRT 2.50 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/deeplab_xception/releases/v0.63.0/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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### Option 2: Export with Custom Configurations
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Use the [Qualcomm® AI Hub Models](https://github.com/qualcomm/ai-hub-models/blob/v0.63.0/src/qai_hub_models/models/deeplab_xception) Python library to compile and export the model with your own:
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- Custom weights (e.g., fine-tuned checkpoints)
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- Custom input shapes
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- Target device and runtime configurations
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This option is ideal if you need to customize the model beyond the default configuration provided here.
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See our repository for [DeepLabXception on GitHub](https://github.com/qualcomm/ai-hub-models/blob/v0.63.0/src/qai_hub_models/models/deeplab_xception) for usage instructions.
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## Model Details
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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 For Galaxy Mobile | 9.129 ms | 1 - 248 MB | NPU
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| DeepLabXception | ONNX | float | Snapdragon® 8 Elite For Galaxy Mobile | 11.892 ms | 2 - 241 MB | NPU
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| DeepLabXception | ONNX | float | Snapdragon® X2 Elite | 9.952 ms | 3 - 3 MB | NPU
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| DeepLabXception | ONNX | float | Snapdragon® X Elite | 21.325 ms | 85 - 85 MB | NPU
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| DeepLabXception | ONNX | float | Snapdragon® 8 Gen 3 Mobile | 15.428 ms | 0 - 344 MB | NPU
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| DeepLabXception | ONNX | float | Snapdragon® 8 Gen 1 Mobile | 36.87 ms | 4 - 344 MB | NPU
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| DeepLabXception | ONNX | float | Qualcomm® Dragonwing™ IQ-8275 | 33.479 ms | 3 - 10 MB | NPU
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| DeepLabXception | ONNX | float | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 20.845 ms | 0 - 95 MB | NPU
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| DeepLabXception | ONNX | float | Qualcomm® QCS8450 | 36.87 ms | 4 - 344 MB | NPU
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| DeepLabXception | ONNX | float | Qualcomm® Dragonwing™ IQ-9075 | 30.465 ms | 3 - 9 MB | NPU
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| DeepLabXception | ONNX | float | Qualcomm® Dragonwing™ IQ-X7181 | 21.325 ms | 85 - 85 MB | NPU
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| DeepLabXception | ONNX | float | Qualcomm® Dragonwing™ Q-8750 | 11.892 ms | 2 - 241 MB | NPU
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| DeepLabXception | ONNX | w8a16 | Snapdragon® 8 Elite Gen 5 For Galaxy Mobile | 6.33 ms | 1 - 301 MB | NPU
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| DeepLabXception | ONNX | w8a16 | Snapdragon® 8 Elite For Galaxy Mobile | 8.617 ms | 1 - 294 MB | NPU
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| DeepLabXception | ONNX | w8a16 | Snapdragon® X2 Elite | 7.989 ms | 1 - 1 MB | NPU
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| DeepLabXception | ONNX | w8a16 | Snapdragon® X Elite | 15.513 ms | 45 - 45 MB | NPU
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| DeepLabXception | ONNX | w8a16 | Snapdragon® 8 Gen 3 Mobile | 10.659 ms | 2 - 398 MB | NPU
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| DeepLabXception | ONNX | w8a16 | Snapdragon® 8 Gen 1 Mobile | 20.059 ms | 2 - 413 MB | NPU
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| DeepLabXception | ONNX | w8a16 | Qualcomm® Dragonwing™ QCS6490 | 77.278 ms | 1 - 5 MB | NPU
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| DeepLabXception | ONNX | w8a16 | Qualcomm® Dragonwing™ IQ-8275 | 14.78 ms | 1 - 6 MB | NPU
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| DeepLabXception | ONNX | w8a16 | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 14.713 ms | 1 - 4 MB | NPU
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| DeepLabXception | ONNX | w8a16 | Qualcomm® QCS8450 | 20.059 ms | 2 - 413 MB | NPU
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| DeepLabXception | ONNX | w8a16 | Qualcomm® Dragonwing™ IQ-9075 | 15.489 ms | 1 - 5 MB | NPU
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| DeepLabXception | ONNX | w8a16 | Qualcomm® Dragonwing™ IQ-X7181 | 15.513 ms | 45 - 45 MB | NPU
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| DeepLabXception | ONNX | w8a16 | Qualcomm® Dragonwing™ Q-6690 | 203.181 ms | 0 - 401 MB | NPU
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| DeepLabXception | ONNX | w8a16 | Qualcomm® Dragonwing™ Q-8750 | 8.617 ms | 1 - 294 MB | NPU
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| DeepLabXception | ONNX | w8a8 | Snapdragon® 8 Elite Gen 5 For Galaxy Mobile | 3.106 ms | 0 - 283 MB | NPU
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| DeepLabXception | ONNX | w8a8 | Snapdragon® 8 Elite For Galaxy Mobile | 4.159 ms | 0 - 277 MB | NPU
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| DeepLabXception | ONNX | w8a8 | Snapdragon® X2 Elite | 3.393 ms | 2 - 2 MB | NPU
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| DeepLabXception | ONNX | w8a8 | Snapdragon® X Elite | 7.741 ms | 44 - 44 MB | NPU
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| DeepLabXception | ONNX | w8a8 | Snapdragon® 8 Gen 3 Mobile | 5.286 ms | 0 - 360 MB | NPU
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| DeepLabXception | ONNX | w8a8 | Snapdragon® 8 Gen 1 Mobile | 10.502 ms | 0 - 364 MB | NPU
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| DeepLabXception | ONNX | w8a8 | Qualcomm® Dragonwing™ QCS6490 | 32.037 ms | 0 - 5 MB | NPU
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| DeepLabXception | ONNX | w8a8 | Qualcomm® Dragonwing™ IQ-8275 | 7.21 ms | 0 - 5 MB | NPU
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| DeepLabXception | ONNX | w8a8 | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 7.404 ms | 1 - 4 MB | NPU
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| DeepLabXception | ONNX | w8a8 | Qualcomm® QCS8450 | 10.502 ms | 0 - 364 MB | NPU
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| DeepLabXception | ONNX | w8a8 | Qualcomm® Dragonwing™ IQ-9075 | 7.171 ms | 0 - 5 MB | NPU
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| DeepLabXception | ONNX | w8a8 | Qualcomm® Dragonwing™ IQ-X7181 | 7.741 ms | 44 - 44 MB | NPU
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| DeepLabXception | ONNX | w8a8 | Qualcomm® Dragonwing™ Q-6690 | 107.982 ms | 0 - 290 MB | NPU
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| DeepLabXception | ONNX | w8a8 | Qualcomm® Dragonwing™ Q-7790 | 11.822 ms | 1 - 270 MB | NPU
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| DeepLabXception | ONNX | w8a8 | Qualcomm® Dragonwing™ Q-8750 | 4.159 ms | 0 - 277 MB | NPU
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| DeepLabXception | ONNX | w8a8 | Snapdragon® 7 Gen 4 Mobile | 11.822 ms | 1 - 270 MB | NPU
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| DeepLabXception | QNN_DLC | float | Snapdragon® 8 Elite Gen 5 For Galaxy Mobile | 9.36 ms | 3 - 247 MB | NPU
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| DeepLabXception | QNN_DLC | float | Snapdragon® 8 Elite For Galaxy Mobile | 12.13 ms | 0 - 239 MB | NPU
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| DeepLabXception | QNN_DLC | float | Snapdragon® X2 Elite | 11.18 ms | 3 - 3 MB | NPU
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| DeepLabXception | QNN_DLC | float | Snapdragon® X Elite | 22.822 ms | 3 - 3 MB | NPU
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| DeepLabXception | QNN_DLC | float | Snapdragon® 8 Gen 3 Mobile | 15.985 ms | 0 - 345 MB | NPU
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| DeepLabXception | QNN_DLC | float | Snapdragon® 8 Gen 1 Mobile | 37.207 ms | 0 - 333 MB | NPU
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| DeepLabXception | QNN_DLC | float | Qualcomm® Dragonwing™ IQ-8275 | 33.662 ms | 3 - 9 MB | NPU
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| DeepLabXception | QNN_DLC | float | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 21.819 ms | 3 - 5 MB | NPU
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| DeepLabXception | QNN_DLC | float | Qualcomm® SA8775P | 30.354 ms | 1 - 233 MB | NPU
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| DeepLabXception | QNN_DLC | float | Qualcomm® SA8650P | 30.354 ms | 1 - 233 MB | NPU
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| DeepLabXception | QNN_DLC | float | Qualcomm® SA8255P | 30.354 ms | 1 - 233 MB | NPU
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| DeepLabXception | QNN_DLC | float | Qualcomm® QCS8450 | 37.207 ms | 0 - 333 MB | NPU
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| DeepLabXception | QNN_DLC | float | Qualcomm® Dragonwing™ IQ-9075 | 30.652 ms | 3 - 8 MB | NPU
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| DeepLabXception | QNN_DLC | float | Qualcomm® Dragonwing™ IQ-X7181 | 22.822 ms | 3 - 3 MB | NPU
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| DeepLabXception | QNN_DLC | float | Qualcomm® Dragonwing™ Q-8750 | 12.13 ms | 0 - 239 MB | NPU
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| DeepLabXception | QNN_DLC | float | Qualcomm® SA8295P | 38.382 ms | 0 - 223 MB | NPU
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| DeepLabXception | QNN_DLC | w8a16 | Snapdragon® 8 Elite Gen 5 For Galaxy Mobile | 6.826 ms | 1 - 293 MB | NPU
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| DeepLabXception | QNN_DLC | w8a16 | Snapdragon® 8 Elite For Galaxy Mobile | 9.276 ms | 1 - 286 MB | NPU
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+
| DeepLabXception | QNN_DLC | w8a16 | Snapdragon® X2 Elite | 9.078 ms | 1 - 1 MB | NPU
|
| 129 |
+
| DeepLabXception | QNN_DLC | w8a16 | Snapdragon® X Elite | 17.191 ms | 1 - 1 MB | NPU
|
| 130 |
+
| DeepLabXception | QNN_DLC | w8a16 | Snapdragon® 8 Gen 3 Mobile | 11.812 ms | 1 - 395 MB | NPU
|
| 131 |
+
| DeepLabXception | QNN_DLC | w8a16 | Snapdragon® 8 Gen 1 Mobile | 21.449 ms | 1 - 408 MB | NPU
|
| 132 |
+
| DeepLabXception | QNN_DLC | w8a16 | Qualcomm® Dragonwing™ QCS6490 | 79.658 ms | 1 - 5 MB | NPU
|
| 133 |
+
| DeepLabXception | QNN_DLC | w8a16 | Qualcomm® Dragonwing™ IQ-8275 | 16.339 ms | 1 - 6 MB | NPU
|
| 134 |
+
| DeepLabXception | QNN_DLC | w8a16 | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 16.072 ms | 1 - 4 MB | NPU
|
| 135 |
+
| DeepLabXception | QNN_DLC | w8a16 | Qualcomm® QCS8450 | 21.449 ms | 1 - 408 MB | NPU
|
| 136 |
+
| DeepLabXception | QNN_DLC | w8a16 | Qualcomm® Dragonwing™ IQ-9075 | 16.437 ms | 3 - 7 MB | NPU
|
| 137 |
+
| DeepLabXception | QNN_DLC | w8a16 | Qualcomm® Dragonwing™ IQ-X7181 | 17.191 ms | 1 - 1 MB | NPU
|
| 138 |
+
| DeepLabXception | QNN_DLC | w8a16 | Qualcomm® Dragonwing™ Q-6690 | 234.333 ms | 1 - 380 MB | NPU
|
| 139 |
+
| DeepLabXception | QNN_DLC | w8a16 | Qualcomm® Dragonwing™ Q-8750 | 9.276 ms | 1 - 286 MB | NPU
|
| 140 |
+
| DeepLabXception | QNN_DLC | w8a16 | Qualcomm® SA7255P | 41.059 ms | 2 - 286 MB | NPU
|
| 141 |
+
| DeepLabXception | QNN_DLC | w8a16 | Qualcomm® SA8295P | 23.435 ms | 0 - 288 MB | NPU
|
| 142 |
+
| DeepLabXception | QNN_DLC | w8a8 | Snapdragon® 8 Elite Gen 5 For Galaxy Mobile | 3.253 ms | 1 - 274 MB | NPU
|
| 143 |
+
| DeepLabXception | QNN_DLC | w8a8 | Snapdragon® 8 Elite For Galaxy Mobile | 4.306 ms | 1 - 268 MB | NPU
|
| 144 |
+
| DeepLabXception | QNN_DLC | w8a8 | Snapdragon® X2 Elite | 3.892 ms | 1 - 1 MB | NPU
|
| 145 |
+
| DeepLabXception | QNN_DLC | w8a8 | Snapdragon® X Elite | 8.588 ms | 1 - 1 MB | NPU
|
| 146 |
+
| DeepLabXception | QNN_DLC | w8a8 | Snapdragon® 8 Gen 3 Mobile | 5.67 ms | 1 - 351 MB | NPU
|
| 147 |
+
| DeepLabXception | QNN_DLC | w8a8 | Snapdragon® 8 Gen 1 Mobile | 12.163 ms | 1 - 356 MB | NPU
|
| 148 |
+
| DeepLabXception | QNN_DLC | w8a8 | Qualcomm® Dragonwing™ QCS6490 | 32.712 ms | 1 - 4 MB | NPU
|
| 149 |
+
| DeepLabXception | QNN_DLC | w8a8 | Qualcomm® Dragonwing™ IQ-8275 | 7.709 ms | 1 - 5 MB | NPU
|
| 150 |
+
| DeepLabXception | QNN_DLC | w8a8 | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 7.882 ms | 1 - 3 MB | NPU
|
| 151 |
+
| DeepLabXception | QNN_DLC | w8a8 | Qualcomm® QCS8450 | 12.163 ms | 1 - 356 MB | NPU
|
| 152 |
+
| DeepLabXception | QNN_DLC | w8a8 | Qualcomm® Dragonwing™ IQ-9075 | 7.776 ms | 2 - 5 MB | NPU
|
| 153 |
+
| DeepLabXception | QNN_DLC | w8a8 | Qualcomm® Dragonwing™ IQ-X7181 | 8.588 ms | 1 - 1 MB | NPU
|
| 154 |
+
| DeepLabXception | QNN_DLC | w8a8 | Qualcomm® Dragonwing™ Q-6690 | 118.974 ms | 1 - 286 MB | NPU
|
| 155 |
+
| DeepLabXception | QNN_DLC | w8a8 | Qualcomm® Dragonwing™ Q-7790 | 11.813 ms | 1 - 267 MB | NPU
|
| 156 |
+
| DeepLabXception | QNN_DLC | w8a8 | Qualcomm® Dragonwing™ Q-8750 | 4.306 ms | 1 - 268 MB | NPU
|
| 157 |
+
| DeepLabXception | QNN_DLC | w8a8 | Qualcomm® SA7255P | 20.266 ms | 1 - 263 MB | NPU
|
| 158 |
+
| DeepLabXception | QNN_DLC | w8a8 | Qualcomm® SA8295P | 12.566 ms | 1 - 268 MB | NPU
|
| 159 |
+
| DeepLabXception | QNN_DLC | w8a8 | Snapdragon® 7 Gen 4 Mobile | 11.813 ms | 1 - 267 MB | NPU
|
| 160 |
+
| DeepLabXception | TFLITE | float | Snapdragon® 8 Elite Gen 5 For Galaxy Mobile | 9.391 ms | 0 - 349 MB | NPU
|
| 161 |
+
| DeepLabXception | TFLITE | float | Snapdragon® 8 Elite For Galaxy Mobile | 12.222 ms | 0 - 341 MB | NPU
|
| 162 |
+
| DeepLabXception | TFLITE | float | Snapdragon® 8 Gen 3 Mobile | 16.008 ms | 0 - 446 MB | NPU
|
| 163 |
+
| DeepLabXception | TFLITE | float | Snapdragon® 8 Gen 1 Mobile | 37.881 ms | 0 - 434 MB | NPU
|
| 164 |
+
| DeepLabXception | TFLITE | float | Qualcomm® Dragonwing™ IQ-8275 | 33.779 ms | 0 - 94 MB | NPU
|
| 165 |
+
| DeepLabXception | TFLITE | float | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 21.837 ms | 0 - 3 MB | NPU
|
| 166 |
+
| DeepLabXception | TFLITE | float | Qualcomm® SA8775P | 30.294 ms | 0 - 334 MB | NPU
|
| 167 |
+
| DeepLabXception | TFLITE | float | Qualcomm® SA8650P | 30.294 ms | 0 - 334 MB | NPU
|
| 168 |
+
| DeepLabXception | TFLITE | float | Qualcomm® SA8255P | 30.294 ms | 0 - 334 MB | NPU
|
| 169 |
+
| DeepLabXception | TFLITE | float | Qualcomm® QCS8450 | 37.881 ms | 0 - 434 MB | NPU
|
| 170 |
+
| DeepLabXception | TFLITE | float | Qualcomm® Dragonwing™ IQ-9075 | 31.043 ms | 0 - 93 MB | NPU
|
| 171 |
+
| DeepLabXception | TFLITE | float | Qualcomm® Dragonwing™ Q-8750 | 12.222 ms | 0 - 341 MB | NPU
|
| 172 |
+
| DeepLabXception | TFLITE | float | Qualcomm® SA7255P | 112.508 ms | 1 - 332 MB | NPU
|
| 173 |
+
| DeepLabXception | TFLITE | float | Qualcomm® SA8295P | 38.608 ms | 0 - 323 MB | NPU
|
| 174 |
+
| DeepLabXception | TFLITE | w8a8 | Snapdragon® 8 Elite Gen 5 For Galaxy Mobile | 2.899 ms | 0 - 262 MB | NPU
|
| 175 |
+
| DeepLabXception | TFLITE | w8a8 | Snapdragon® 8 Elite For Galaxy Mobile | 3.862 ms | 0 - 262 MB | NPU
|
| 176 |
+
| DeepLabXception | TFLITE | w8a8 | Snapdragon® 8 Gen 3 Mobile | 4.89 ms | 0 - 347 MB | NPU
|
| 177 |
+
| DeepLabXception | TFLITE | w8a8 | Snapdragon® 8 Gen 1 Mobile | 10.575 ms | 0 - 348 MB | NPU
|
| 178 |
+
| DeepLabXception | TFLITE | w8a8 | Qualcomm® Dragonwing™ QCS6490 | 31.604 ms | 0 - 58 MB | NPU
|
| 179 |
+
| DeepLabXception | TFLITE | w8a8 | Qualcomm® Dragonwing™ IQ-8275 | 6.746 ms | 0 - 48 MB | NPU
|
| 180 |
+
| DeepLabXception | TFLITE | w8a8 | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 6.869 ms | 0 - 2 MB | NPU
|
| 181 |
+
| DeepLabXception | TFLITE | w8a8 | Qualcomm® SA8775P | 7.125 ms | 0 - 258 MB | NPU
|
| 182 |
+
| DeepLabXception | TFLITE | w8a8 | Qualcomm® SA8650P | 7.125 ms | 0 - 258 MB | NPU
|
| 183 |
+
| DeepLabXception | TFLITE | w8a8 | Qualcomm® SA8255P | 7.125 ms | 0 - 258 MB | NPU
|
| 184 |
+
| DeepLabXception | TFLITE | w8a8 | Qualcomm® QCS8450 | 10.575 ms | 0 - 348 MB | NPU
|
| 185 |
+
| DeepLabXception | TFLITE | w8a8 | Qualcomm® Dragonwing™ IQ-9075 | 6.915 ms | 0 - 47 MB | NPU
|
| 186 |
+
| DeepLabXception | TFLITE | w8a8 | Qualcomm® Dragonwing™ Q-6690 | 113.221 ms | 0 - 273 MB | NPU
|
| 187 |
+
| DeepLabXception | TFLITE | w8a8 | Qualcomm® Dragonwing™ Q-7790 | 10.807 ms | 0 - 255 MB | NPU
|
| 188 |
+
| DeepLabXception | TFLITE | w8a8 | Qualcomm® Dragonwing™ Q-8750 | 3.862 ms | 0 - 262 MB | NPU
|
| 189 |
+
| DeepLabXception | TFLITE | w8a8 | Qualcomm® SA8295P | 11.693 ms | 0 - 262 MB | NPU
|
| 190 |
+
| DeepLabXception | TFLITE | w8a8 | Snapdragon® 7 Gen 4 Mobile | 10.807 ms | 0 - 255 MB | NPU
|
| 191 |
|
| 192 |
## License
|
| 193 |
* The license for the original implementation of DeepLabXception can be found
|
release_assets.json
CHANGED
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{
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"version": "0.
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"precisions": {
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"float": {
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"universal_assets": {
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"onnx": {
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"tool_versions": {
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"qairt": "2.
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"onnx_runtime": "1.27.1"
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},
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"download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/deeplab_xception/releases/v0.
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},
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"qnn_dlc": {
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"tool_versions": {
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"qairt": "2.
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| 16 |
},
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"download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/deeplab_xception/releases/v0.
|
| 18 |
},
|
| 19 |
"tflite": {
|
| 20 |
"tool_versions": {
|
| 21 |
-
"qairt": "2.
|
| 22 |
},
|
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-
"download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/deeplab_xception/releases/v0.
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|
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@@ -28,22 +45,22 @@
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"universal_assets": {
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| 29 |
"onnx": {
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| 30 |
"tool_versions": {
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| 31 |
-
"qairt": "2.
|
| 32 |
"onnx_runtime": "1.27.1"
|
| 33 |
},
|
| 34 |
-
"download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/deeplab_xception/releases/v0.
|
| 35 |
},
|
| 36 |
"qnn_dlc": {
|
| 37 |
"tool_versions": {
|
| 38 |
-
"qairt": "2.
|
| 39 |
},
|
| 40 |
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"download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/deeplab_xception/releases/v0.
|
| 41 |
},
|
| 42 |
"tflite": {
|
| 43 |
"tool_versions": {
|
| 44 |
-
"qairt": "2.
|
| 45 |
},
|
| 46 |
-
"download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/deeplab_xception/releases/v0.
|
| 47 |
}
|
| 48 |
}
|
| 49 |
}
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| 1 |
{
|
| 2 |
+
"version": "0.63.0",
|
| 3 |
"precisions": {
|
| 4 |
"float": {
|
| 5 |
"universal_assets": {
|
| 6 |
"onnx": {
|
| 7 |
"tool_versions": {
|
| 8 |
+
"qairt": "2.50.0.260828221209",
|
| 9 |
"onnx_runtime": "1.27.1"
|
| 10 |
},
|
| 11 |
+
"download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/deeplab_xception/releases/v0.63.0/deeplab_xception-onnx-float.zip"
|
| 12 |
},
|
| 13 |
"qnn_dlc": {
|
| 14 |
"tool_versions": {
|
| 15 |
+
"qairt": "2.50.0.260828221209"
|
| 16 |
},
|
| 17 |
+
"download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/deeplab_xception/releases/v0.63.0/deeplab_xception-qnn_dlc-float.zip"
|
| 18 |
},
|
| 19 |
"tflite": {
|
| 20 |
"tool_versions": {
|
| 21 |
+
"qairt": "2.50.0.260828221209"
|
| 22 |
},
|
| 23 |
+
"download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/deeplab_xception/releases/v0.63.0/deeplab_xception-tflite-float.zip"
|
| 24 |
+
}
|
| 25 |
+
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|
| 26 |
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|
| 27 |
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"w8a16": {
|
| 28 |
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"universal_assets": {
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| 29 |
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"onnx": {
|
| 30 |
+
"tool_versions": {
|
| 31 |
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"qairt": "2.50.0.260828221209",
|
| 32 |
+
"onnx_runtime": "1.27.1"
|
| 33 |
+
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|
| 34 |
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"download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/deeplab_xception/releases/v0.63.0/deeplab_xception-onnx-w8a16.zip"
|
| 35 |
+
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|
| 36 |
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"qnn_dlc": {
|
| 37 |
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"tool_versions": {
|
| 38 |
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"qairt": "2.50.0.260828221209"
|
| 39 |
+
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|
| 40 |
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"download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/deeplab_xception/releases/v0.63.0/deeplab_xception-qnn_dlc-w8a16.zip"
|
| 41 |
}
|
| 42 |
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|
| 43 |
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| 45 |
"universal_assets": {
|
| 46 |
"onnx": {
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| 47 |
"tool_versions": {
|
| 48 |
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"qairt": "2.50.0.260828221209",
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| 49 |
"onnx_runtime": "1.27.1"
|
| 50 |
},
|
| 51 |
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"download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/deeplab_xception/releases/v0.63.0/deeplab_xception-onnx-w8a8.zip"
|
| 52 |
},
|
| 53 |
"qnn_dlc": {
|
| 54 |
"tool_versions": {
|
| 55 |
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"qairt": "2.50.0.260828221209"
|
| 56 |
},
|
| 57 |
+
"download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/deeplab_xception/releases/v0.63.0/deeplab_xception-qnn_dlc-w8a8.zip"
|
| 58 |
},
|
| 59 |
"tflite": {
|
| 60 |
"tool_versions": {
|
| 61 |
+
"qairt": "2.50.0.260828221209"
|
| 62 |
},
|
| 63 |
+
"download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/deeplab_xception/releases/v0.63.0/deeplab_xception-tflite-w8a8.zip"
|
| 64 |
}
|
| 65 |
}
|
| 66 |
}
|