v0.50.0
Browse filesSee https://github.com/qualcomm/ai-hub-models/releases/v0.50.0 for changelog.
- README.md +171 -171
- release_assets.json +1 -0
README.md
CHANGED
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@@ -14,7 +14,7 @@ pipeline_tag: object-detection
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Detectron2-Detection is a machine learning model that can detect objects (trained on COCO dataset).
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This is based on the implementation of Detectron2-Detection found [here](https://github.com/facebookresearch/detectron2/).
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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/
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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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@@ -27,28 +27,28 @@ Below are pre-exported model assets ready for deployment.
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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 1.24.1 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/detectron2_detection/releases/v0.
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| ONNX | w8a16 | Universal | QAIRT 2.42, ONNX Runtime 1.24.1 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/detectron2_detection/releases/v0.
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| ONNX | w8a8 | Universal | QAIRT 2.42, ONNX Runtime 1.24.1 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/detectron2_detection/releases/v0.
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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/detectron2_detection/releases/v0.
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| QNN_DLC | w8a16 | Universal | QAIRT 2.43 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/detectron2_detection/releases/v0.
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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/detectron2_detection/releases/v0.
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| TFLITE | float | Universal | QAIRT 2.43, TFLite 2.17.0 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/detectron2_detection/releases/v0.
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| TFLITE | w8a8 | Universal | QAIRT 2.43, TFLite 2.17.0 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/detectron2_detection/releases/v0.
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For more device-specific assets and performance metrics, visit **[Detectron2-Detection on Qualcomm® AI Hub](https://aihub.qualcomm.com/models/detectron2_detection)**.
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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/
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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 [Detectron2-Detection on GitHub](https://github.com/qualcomm/ai-hub-models/
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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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## License
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* The license for the original implementation of Detectron2-Detection can be found
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Detectron2-Detection is a machine learning model that can detect objects (trained on COCO dataset).
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| 15 |
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| 16 |
This is based on the implementation of Detectron2-Detection found [here](https://github.com/facebookresearch/detectron2/).
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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/main/qai_hub_models/models/detectron2_detection) 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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| 29 |
|---|---|---|---|---|
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+
| ONNX | float | Universal | QAIRT 2.42, ONNX Runtime 1.24.1 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/detectron2_detection/releases/v0.50.0/detectron2_detection-onnx-float.zip)
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| ONNX | w8a16 | Universal | QAIRT 2.42, ONNX Runtime 1.24.1 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/detectron2_detection/releases/v0.50.0/detectron2_detection-onnx-w8a16.zip)
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| ONNX | w8a8 | Universal | QAIRT 2.42, ONNX Runtime 1.24.1 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/detectron2_detection/releases/v0.50.0/detectron2_detection-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/detectron2_detection/releases/v0.50.0/detectron2_detection-qnn_dlc-float.zip)
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| QNN_DLC | w8a16 | Universal | QAIRT 2.43 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/detectron2_detection/releases/v0.50.0/detectron2_detection-qnn_dlc-w8a16.zip)
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| QNN_DLC | w8a8 | Universal | QAIRT 2.43 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/detectron2_detection/releases/v0.50.0/detectron2_detection-qnn_dlc-w8a8.zip)
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| TFLITE | float | Universal | QAIRT 2.43, TFLite 2.17.0 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/detectron2_detection/releases/v0.50.0/detectron2_detection-tflite-float.zip)
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| TFLITE | w8a8 | Universal | QAIRT 2.43, TFLite 2.17.0 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/detectron2_detection/releases/v0.50.0/detectron2_detection-tflite-w8a8.zip)
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For more device-specific assets and performance metrics, visit **[Detectron2-Detection on Qualcomm® AI Hub](https://aihub.qualcomm.com/models/detectron2_detection)**.
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### Option 2: Export with Custom Configurations
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| 43 |
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| 44 |
+
Use the [Qualcomm® AI Hub Models](https://github.com/qualcomm/ai-hub-models/blob/main/qai_hub_models/models/detectron2_detection) Python library to compile and export the model with your own:
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| 45 |
- Custom weights (e.g., fine-tuned checkpoints)
|
| 46 |
- Custom input shapes
|
| 47 |
- Target device and runtime configurations
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| 48 |
|
| 49 |
This option is ideal if you need to customize the model beyond the default configuration provided here.
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| 50 |
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| 51 |
+
See our repository for [Detectron2-Detection on GitHub](https://github.com/qualcomm/ai-hub-models/blob/main/qai_hub_models/models/detectron2_detection) for usage instructions.
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## Model Details
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## Performance Summary
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| 64 |
| Model | Runtime | Precision | Chipset | Inference Time (ms) | Peak Memory Range (MB) | Primary Compute Unit
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|---|---|---|---|---|---|---
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+
| proposal_generator | ONNX | float | Snapdragon® 8 Elite Gen 5 Mobile | 17.53 ms | 35 - 491 MB | NPU
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| proposal_generator | ONNX | float | Snapdragon® X2 Elite | 17.773 ms | 64 - 64 MB | NPU
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| proposal_generator | ONNX | float | Snapdragon® X Elite | 36.884 ms | 66 - 66 MB | NPU
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| proposal_generator | ONNX | float | Snapdragon® 8 Gen 3 Mobile | 27.738 ms | 33 - 569 MB | NPU
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| proposal_generator | ONNX | float | Qualcomm® QCS8550 (Proxy) | 38.195 ms | 11 - 46 MB | NPU
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| proposal_generator | ONNX | float | Qualcomm® QCS9075 | 63.642 ms | 7 - 17 MB | NPU
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| proposal_generator | ONNX | float | Snapdragon® 8 Elite For Galaxy Mobile | 22.012 ms | 26 - 471 MB | NPU
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| proposal_generator | ONNX | w8a16 | Snapdragon® 8 Elite Gen 5 Mobile | 8.58 ms | 18 - 520 MB | NPU
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| proposal_generator | ONNX | w8a16 | Snapdragon® X2 Elite | 9.754 ms | 35 - 35 MB | NPU
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| proposal_generator | ONNX | w8a16 | Snapdragon® X Elite | 19.938 ms | 33 - 33 MB | NPU
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| proposal_generator | ONNX | w8a16 | Snapdragon® 8 Gen 3 Mobile | 13.741 ms | 17 - 564 MB | NPU
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| proposal_generator | ONNX | w8a16 | Qualcomm® QCS6490 | 2956.028 ms | 187 - 204 MB | CPU
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| proposal_generator | ONNX | w8a16 | Qualcomm® QCS8550 (Proxy) | 19.362 ms | 6 - 30 MB | NPU
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| proposal_generator | ONNX | w8a16 | Qualcomm® QCS9075 | 27.697 ms | 18 - 21 MB | NPU
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| proposal_generator | ONNX | w8a16 | Snapdragon® 8 Elite For Galaxy Mobile | 10.278 ms | 13 - 531 MB | NPU
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| 81 |
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| proposal_generator | ONNX | w8a16 | Snapdragon® 7 Gen 4 Mobile | 1404.521 ms | 191 - 198 MB | CPU
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| proposal_generator | ONNX | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 4.778 ms | 8 - 428 MB | NPU
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| proposal_generator | ONNX | w8a8 | Snapdragon® X2 Elite | 4.943 ms | 19 - 19 MB | NPU
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| 84 |
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| proposal_generator | ONNX | w8a8 | Snapdragon® X Elite | 11.76 ms | 19 - 19 MB | NPU
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| proposal_generator | ONNX | w8a8 | Snapdragon® 8 Gen 3 Mobile | 8.557 ms | 7 - 470 MB | NPU
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| proposal_generator | ONNX | w8a8 | Qualcomm® QCS6490 | 447.722 ms | 152 - 179 MB | CPU
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| 87 |
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| proposal_generator | ONNX | w8a8 | Qualcomm® QCS8550 (Proxy) | 11.972 ms | 0 - 27 MB | NPU
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| 88 |
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| proposal_generator | ONNX | w8a8 | Qualcomm® QCS9075 | 15.789 ms | 10 - 13 MB | NPU
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| proposal_generator | ONNX | w8a8 | Qualcomm® QCM6690 | 446.789 ms | 149 - 157 MB | CPU
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| proposal_generator | ONNX | w8a8 | Snapdragon® 8 Elite For Galaxy Mobile | 6.234 ms | 9 - 434 MB | NPU
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| proposal_generator | ONNX | w8a8 | Snapdragon® 7 Gen 4 Mobile | 359.661 ms | 124 - 132 MB | CPU
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| proposal_generator | QNN_DLC | float | Snapdragon® 8 Elite Gen 5 Mobile | 23.217 ms | 7 - 480 MB | NPU
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| proposal_generator | QNN_DLC | float | Snapdragon® X2 Elite | 23.977 ms | 7 - 7 MB | NPU
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| 94 |
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| proposal_generator | QNN_DLC | float | Snapdragon® X Elite | 57.864 ms | 7 - 7 MB | NPU
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| 95 |
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| proposal_generator | QNN_DLC | float | Snapdragon® 8 Gen 3 Mobile | 41.279 ms | 7 - 563 MB | NPU
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| 96 |
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| proposal_generator | QNN_DLC | float | Qualcomm® QCS8275 (Proxy) | 188.373 ms | 1 - 461 MB | NPU
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| 97 |
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| proposal_generator | QNN_DLC | float | Qualcomm® QCS8550 (Proxy) | 57.104 ms | 7 - 10 MB | NPU
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| 98 |
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| proposal_generator | QNN_DLC | float | Qualcomm® SA8775P | 315.062 ms | 0 - 459 MB | NPU
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| 99 |
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| proposal_generator | QNN_DLC | float | Qualcomm® QCS8450 (Proxy) | 89.595 ms | 7 - 502 MB | NPU
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| 100 |
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| proposal_generator | QNN_DLC | float | Qualcomm® SA7255P | 188.373 ms | 1 - 461 MB | NPU
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| proposal_generator | QNN_DLC | float | Qualcomm® SA8295P | 80.923 ms | 0 - 423 MB | NPU
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| 102 |
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| proposal_generator | QNN_DLC | float | Snapdragon® 8 Elite For Galaxy Mobile | 29.733 ms | 7 - 475 MB | NPU
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| 103 |
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| proposal_generator | QNN_DLC | w8a16 | Snapdragon® 8 Elite Gen 5 Mobile | 23.01 ms | 4 - 479 MB | NPU
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| 104 |
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| proposal_generator | QNN_DLC | w8a16 | Snapdragon® X2 Elite | 24.841 ms | 4 - 4 MB | NPU
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| 105 |
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| proposal_generator | QNN_DLC | w8a16 | Snapdragon® X Elite | 45.194 ms | 4 - 4 MB | NPU
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| 106 |
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| proposal_generator | QNN_DLC | w8a16 | Snapdragon® 8 Gen 3 Mobile | 28.685 ms | 4 - 599 MB | NPU
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| 107 |
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| proposal_generator | QNN_DLC | w8a16 | Qualcomm® QCS6490 | 162.589 ms | 3 - 13 MB | NPU
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| 108 |
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| proposal_generator | QNN_DLC | w8a16 | Qualcomm® QCS8275 (Proxy) | 82.963 ms | 2 - 497 MB | NPU
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| 109 |
+
| proposal_generator | QNN_DLC | w8a16 | Qualcomm® QCS8550 (Proxy) | 43.571 ms | 4 - 32 MB | NPU
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| 110 |
+
| proposal_generator | QNN_DLC | w8a16 | Qualcomm® SA8775P | 208.265 ms | 1 - 496 MB | NPU
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| 111 |
+
| proposal_generator | QNN_DLC | w8a16 | Qualcomm® QCS9075 | 77.577 ms | 0 - 11 MB | NPU
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| 112 |
+
| proposal_generator | QNN_DLC | w8a16 | Qualcomm® QCM6690 | 434.051 ms | 4 - 561 MB | NPU
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| 113 |
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| proposal_generator | QNN_DLC | w8a16 | Qualcomm® QCS8450 (Proxy) | 59.229 ms | 4 - 578 MB | NPU
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| 114 |
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| proposal_generator | QNN_DLC | w8a16 | Qualcomm® SA7255P | 82.963 ms | 2 - 497 MB | NPU
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| 115 |
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| proposal_generator | QNN_DLC | w8a16 | Qualcomm® SA8295P | 59.658 ms | 3 - 497 MB | NPU
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| 116 |
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| proposal_generator | QNN_DLC | w8a16 | Snapdragon® 8 Elite For Galaxy Mobile | 25.687 ms | 4 - 431 MB | NPU
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| 117 |
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| proposal_generator | QNN_DLC | w8a16 | Snapdragon® 7 Gen 4 Mobile | 56.11 ms | 4 - 506 MB | NPU
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| 118 |
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| proposal_generator | QNN_DLC | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 21.105 ms | 2 - 421 MB | NPU
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| 119 |
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| proposal_generator | QNN_DLC | w8a8 | Snapdragon® X2 Elite | 21.676 ms | 2 - 2 MB | NPU
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| 120 |
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| proposal_generator | QNN_DLC | w8a8 | Snapdragon® X Elite | 40.396 ms | 2 - 2 MB | NPU
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| 121 |
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| proposal_generator | QNN_DLC | w8a8 | Snapdragon® 8 Gen 3 Mobile | 26.472 ms | 2 - 495 MB | NPU
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| 122 |
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| proposal_generator | QNN_DLC | w8a8 | Qualcomm® QCS6490 | 65.896 ms | 4 - 10 MB | NPU
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| 123 |
+
| proposal_generator | QNN_DLC | w8a8 | Qualcomm® QCS8275 (Proxy) | 70.124 ms | 2 - 428 MB | NPU
|
| 124 |
+
| proposal_generator | QNN_DLC | w8a8 | Qualcomm® QCS8550 (Proxy) | 39.508 ms | 2 - 5 MB | NPU
|
| 125 |
+
| proposal_generator | QNN_DLC | w8a8 | Qualcomm® SA8775P | 39.453 ms | 2 - 429 MB | NPU
|
| 126 |
+
| proposal_generator | QNN_DLC | w8a8 | Qualcomm® QCS9075 | 44.787 ms | 3 - 9 MB | NPU
|
| 127 |
+
| proposal_generator | QNN_DLC | w8a8 | Qualcomm® QCM6690 | 179.514 ms | 2 - 418 MB | NPU
|
| 128 |
+
| proposal_generator | QNN_DLC | w8a8 | Qualcomm® QCS8450 (Proxy) | 46.449 ms | 2 - 484 MB | NPU
|
| 129 |
+
| proposal_generator | QNN_DLC | w8a8 | Qualcomm® SA7255P | 70.124 ms | 2 - 428 MB | NPU
|
| 130 |
+
| proposal_generator | QNN_DLC | w8a8 | Qualcomm® SA8295P | 45.925 ms | 2 - 429 MB | NPU
|
| 131 |
+
| proposal_generator | QNN_DLC | w8a8 | Snapdragon® 8 Elite For Galaxy Mobile | 22.919 ms | 2 - 416 MB | NPU
|
| 132 |
+
| proposal_generator | QNN_DLC | w8a8 | Snapdragon® 7 Gen 4 Mobile | 29.795 ms | 2 - 436 MB | NPU
|
| 133 |
+
| proposal_generator | TFLITE | float | Snapdragon® 8 Elite Gen 5 Mobile | 17.735 ms | 10 - 476 MB | NPU
|
| 134 |
+
| proposal_generator | TFLITE | float | Qualcomm® SA8295P | 62.246 ms | 11 - 443 MB | NPU
|
| 135 |
+
| proposal_generator | TFLITE | float | Snapdragon® 8 Elite For Galaxy Mobile | 24.013 ms | 10 - 473 MB | NPU
|
| 136 |
+
| proposal_generator | TFLITE | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 7.275 ms | 1 - 433 MB | NPU
|
| 137 |
+
| proposal_generator | TFLITE | w8a8 | Snapdragon® 8 Gen 3 Mobile | 12.435 ms | 2 - 487 MB | NPU
|
| 138 |
+
| proposal_generator | TFLITE | w8a8 | Qualcomm® QCS8275 (Proxy) | 30.296 ms | 0 - 412 MB | NPU
|
| 139 |
+
| proposal_generator | TFLITE | w8a8 | Qualcomm® QCS8550 (Proxy) | 16.818 ms | 3 - 9 MB | NPU
|
| 140 |
+
| proposal_generator | TFLITE | w8a8 | Qualcomm® SA8775P | 17.156 ms | 3 - 414 MB | NPU
|
| 141 |
+
| proposal_generator | TFLITE | w8a8 | Qualcomm® QCS8450 (Proxy) | 20.962 ms | 3 - 471 MB | NPU
|
| 142 |
+
| proposal_generator | TFLITE | w8a8 | Qualcomm® SA7255P | 30.296 ms | 0 - 412 MB | NPU
|
| 143 |
+
| proposal_generator | TFLITE | w8a8 | Qualcomm® SA8295P | 21.59 ms | 3 - 415 MB | NPU
|
| 144 |
+
| proposal_generator | TFLITE | w8a8 | Snapdragon® 8 Elite For Galaxy Mobile | 9.196 ms | 1 - 421 MB | NPU
|
| 145 |
+
| proposal_generator | TFLITE | w8a8 | Snapdragon® 7 Gen 4 Mobile | 23.813 ms | 1 - 442 MB | NPU
|
| 146 |
+
| roi_head | ONNX | float | Snapdragon® 8 Elite Gen 5 Mobile | 27.639 ms | 10 - 1327 MB | NPU
|
| 147 |
+
| roi_head | ONNX | float | Snapdragon® X2 Elite | 31.468 ms | 32 - 32 MB | NPU
|
| 148 |
+
| roi_head | ONNX | float | Snapdragon® X Elite | 67.858 ms | 29 - 29 MB | NPU
|
| 149 |
+
| roi_head | ONNX | float | Snapdragon® 8 Gen 3 Mobile | 47.955 ms | 2 - 1521 MB | NPU
|
| 150 |
+
| roi_head | ONNX | float | Qualcomm® QCS8550 (Proxy) | 64.404 ms | 0 - 33 MB | NPU
|
| 151 |
+
| roi_head | ONNX | float | Qualcomm® QCS9075 | 116.175 ms | 10 - 22 MB | NPU
|
| 152 |
+
| roi_head | ONNX | float | Snapdragon® 8 Elite For Galaxy Mobile | 42.712 ms | 0 - 1245 MB | NPU
|
| 153 |
+
| roi_head | ONNX | w8a16 | Snapdragon® 8 Elite Gen 5 Mobile | 15.683 ms | 4 - 478 MB | NPU
|
| 154 |
+
| roi_head | ONNX | w8a16 | Snapdragon® X2 Elite | 17.117 ms | 14 - 14 MB | NPU
|
| 155 |
+
| roi_head | ONNX | w8a16 | Snapdragon® X Elite | 34.328 ms | 12 - 12 MB | NPU
|
| 156 |
+
| roi_head | ONNX | w8a16 | Snapdragon® 8 Gen 3 Mobile | 24.727 ms | 5 - 484 MB | NPU
|
| 157 |
+
| roi_head | ONNX | w8a16 | Qualcomm® QCS6490 | 8761.805 ms | 3029 - 3042 MB | CPU
|
| 158 |
+
| roi_head | ONNX | w8a16 | Qualcomm® QCS8550 (Proxy) | 33.334 ms | 0 - 18 MB | NPU
|
| 159 |
+
| roi_head | ONNX | w8a16 | Qualcomm® QCS9075 | 45.377 ms | 5 - 8 MB | NPU
|
| 160 |
+
| roi_head | ONNX | w8a16 | Snapdragon® 8 Elite For Galaxy Mobile | 20.912 ms | 0 - 464 MB | NPU
|
| 161 |
+
| roi_head | ONNX | w8a16 | Snapdragon® 7 Gen 4 Mobile | 3826.581 ms | 2950 - 2957 MB | CPU
|
| 162 |
+
| roi_head | ONNX | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 8.117 ms | 0 - 319 MB | NPU
|
| 163 |
+
| roi_head | ONNX | w8a8 | Snapdragon® X2 Elite | 8.828 ms | 15 - 15 MB | NPU
|
| 164 |
+
| roi_head | ONNX | w8a8 | Snapdragon® X Elite | 19.126 ms | 14 - 14 MB | NPU
|
| 165 |
+
| roi_head | ONNX | w8a8 | Snapdragon® 8 Gen 3 Mobile | 13.661 ms | 2 - 361 MB | NPU
|
| 166 |
+
| roi_head | ONNX | w8a8 | Qualcomm® QCS6490 | 1697.379 ms | 2531 - 2540 MB | CPU
|
| 167 |
+
| roi_head | ONNX | w8a8 | Qualcomm® QCS8550 (Proxy) | 18.598 ms | 0 - 193 MB | NPU
|
| 168 |
+
| roi_head | ONNX | w8a8 | Qualcomm® QCS9075 | 73.807 ms | 2 - 5 MB | NPU
|
| 169 |
+
| roi_head | ONNX | w8a8 | Qualcomm® QCM6690 | 1061.071 ms | 2432 - 2439 MB | CPU
|
| 170 |
+
| roi_head | ONNX | w8a8 | Snapdragon® 8 Elite For Galaxy Mobile | 9.468 ms | 2 - 323 MB | NPU
|
| 171 |
+
| roi_head | ONNX | w8a8 | Snapdragon® 7 Gen 4 Mobile | 976.001 ms | 2442 - 2450 MB | CPU
|
| 172 |
+
| roi_head | QNN_DLC | float | Snapdragon® 8 Elite Gen 5 Mobile | 28.45 ms | 9 - 1649 MB | NPU
|
| 173 |
+
| roi_head | QNN_DLC | float | Snapdragon® X2 Elite | 32.265 ms | 10 - 10 MB | NPU
|
| 174 |
+
| roi_head | QNN_DLC | float | Snapdragon® X Elite | 64.327 ms | 10 - 10 MB | NPU
|
| 175 |
+
| roi_head | QNN_DLC | float | Snapdragon® 8 Gen 3 Mobile | 48.378 ms | 10 - 2297 MB | NPU
|
| 176 |
+
| roi_head | QNN_DLC | float | Qualcomm® QCS8275 (Proxy) | 332.753 ms | 1 - 1563 MB | NPU
|
| 177 |
+
| roi_head | QNN_DLC | float | Qualcomm® QCS8550 (Proxy) | 64.604 ms | 10 - 12 MB | NPU
|
| 178 |
+
| roi_head | QNN_DLC | float | Qualcomm® SA8775P | 96.974 ms | 1 - 1563 MB | NPU
|
| 179 |
+
| roi_head | QNN_DLC | float | Qualcomm® QCS8450 (Proxy) | 117.848 ms | 4 - 445 MB | NPU
|
| 180 |
+
| roi_head | QNN_DLC | float | Qualcomm® SA7255P | 332.753 ms | 1 - 1563 MB | NPU
|
| 181 |
+
| roi_head | QNN_DLC | float | Qualcomm® SA8295P | 88.547 ms | 0 - 393 MB | NPU
|
| 182 |
+
| roi_head | QNN_DLC | float | Snapdragon® 8 Elite For Galaxy Mobile | 40.106 ms | 10 - 1569 MB | NPU
|
| 183 |
+
| roi_head | QNN_DLC | w8a16 | Snapdragon® 8 Elite Gen 5 Mobile | 13.862 ms | 5 - 427 MB | NPU
|
| 184 |
+
| roi_head | QNN_DLC | w8a16 | Snapdragon® X2 Elite | 16.166 ms | 5 - 5 MB | NPU
|
| 185 |
+
| roi_head | QNN_DLC | w8a16 | Snapdragon® X Elite | 33.52 ms | 5 - 5 MB | NPU
|
| 186 |
+
| roi_head | QNN_DLC | w8a16 | Snapdragon® 8 Gen 3 Mobile | 24.433 ms | 5 - 435 MB | NPU
|
| 187 |
+
| roi_head | QNN_DLC | w8a16 | Qualcomm® QCS6490 | 147.588 ms | 1 - 7 MB | NPU
|
| 188 |
+
| roi_head | QNN_DLC | w8a16 | Qualcomm® QCS8275 (Proxy) | 98.888 ms | 5 - 371 MB | NPU
|
| 189 |
+
| roi_head | QNN_DLC | w8a16 | Qualcomm® QCS8550 (Proxy) | 32.745 ms | 5 - 7 MB | NPU
|
| 190 |
+
| roi_head | QNN_DLC | w8a16 | Qualcomm® SA8775P | 32.607 ms | 5 - 371 MB | NPU
|
| 191 |
+
| roi_head | QNN_DLC | w8a16 | Qualcomm® QCS9075 | 45.02 ms | 0 - 7 MB | NPU
|
| 192 |
+
| roi_head | QNN_DLC | w8a16 | Qualcomm® QCM6690 | 623.495 ms | 5 - 578 MB | NPU
|
| 193 |
+
| roi_head | QNN_DLC | w8a16 | Qualcomm® QCS8450 (Proxy) | 61.467 ms | 5 - 431 MB | NPU
|
| 194 |
+
| roi_head | QNN_DLC | w8a16 | Qualcomm® SA7255P | 98.888 ms | 5 - 371 MB | NPU
|
| 195 |
+
| roi_head | QNN_DLC | w8a16 | Qualcomm® SA8295P | 51.399 ms | 0 - 367 MB | NPU
|
| 196 |
+
| roi_head | QNN_DLC | w8a16 | Snapdragon® 8 Elite For Galaxy Mobile | 19.361 ms | 5 - 423 MB | NPU
|
| 197 |
+
| roi_head | QNN_DLC | w8a16 | Snapdragon® 7 Gen 4 Mobile | 56.638 ms | 5 - 464 MB | NPU
|
| 198 |
+
| roi_head | QNN_DLC | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 8.152 ms | 2 - 320 MB | NPU
|
| 199 |
+
| roi_head | QNN_DLC | w8a8 | Snapdragon® X2 Elite | 9.324 ms | 2 - 2 MB | NPU
|
| 200 |
+
| roi_head | QNN_DLC | w8a8 | Snapdragon® X Elite | 19.118 ms | 2 - 2 MB | NPU
|
| 201 |
+
| roi_head | QNN_DLC | w8a8 | Snapdragon® 8 Gen 3 Mobile | 13.573 ms | 2 - 359 MB | NPU
|
| 202 |
+
| roi_head | QNN_DLC | w8a8 | Qualcomm® QCS6490 | 84.121 ms | 4 - 8 MB | NPU
|
| 203 |
+
| roi_head | QNN_DLC | w8a8 | Qualcomm® QCS8275 (Proxy) | 51.739 ms | 2 - 305 MB | NPU
|
| 204 |
+
| roi_head | QNN_DLC | w8a8 | Qualcomm® QCS8550 (Proxy) | 18.577 ms | 2 - 6 MB | NPU
|
| 205 |
+
| roi_head | QNN_DLC | w8a8 | Qualcomm® SA8775P | 18.785 ms | 1 - 304 MB | NPU
|
| 206 |
+
| roi_head | QNN_DLC | w8a8 | Qualcomm® QCS9075 | 78.166 ms | 1 - 5 MB | NPU
|
| 207 |
+
| roi_head | QNN_DLC | w8a8 | Qualcomm® QCM6690 | 337.461 ms | 2 - 400 MB | NPU
|
| 208 |
+
| roi_head | QNN_DLC | w8a8 | Qualcomm® QCS8450 (Proxy) | 39.095 ms | 2 - 354 MB | NPU
|
| 209 |
+
| roi_head | QNN_DLC | w8a8 | Qualcomm® SA7255P | 51.739 ms | 2 - 305 MB | NPU
|
| 210 |
+
| roi_head | QNN_DLC | w8a8 | Qualcomm® SA8295P | 28.49 ms | 2 - 305 MB | NPU
|
| 211 |
+
| roi_head | QNN_DLC | w8a8 | Snapdragon® 8 Elite For Galaxy Mobile | 9.904 ms | 2 - 323 MB | NPU
|
| 212 |
+
| roi_head | QNN_DLC | w8a8 | Snapdragon® 7 Gen 4 Mobile | 30.92 ms | 2 - 337 MB | NPU
|
| 213 |
+
| roi_head | TFLITE | float | Snapdragon® 8 Elite Gen 5 Mobile | 1989.751 ms | 0 - 2980 MB | NPU
|
| 214 |
+
| roi_head | TFLITE | float | Qualcomm® SA8295P | 1283.28 ms | 0 - 1587 MB | CPU
|
| 215 |
+
| roi_head | TFLITE | float | Snapdragon® 8 Elite For Galaxy Mobile | 2184.982 ms | 1 - 2785 MB | NPU
|
| 216 |
+
| roi_head | TFLITE | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 168.4 ms | 0 - 1611 MB | NPU
|
| 217 |
+
| roi_head | TFLITE | w8a8 | Snapdragon® 8 Gen 3 Mobile | 239.747 ms | 0 - 1782 MB | NPU
|
| 218 |
+
| roi_head | TFLITE | w8a8 | Qualcomm® QCS8275 (Proxy) | 481.017 ms | 0 - 1479 MB | NPU
|
| 219 |
+
| roi_head | TFLITE | w8a8 | Qualcomm® QCS8550 (Proxy) | 305.222 ms | 0 - 4 MB | NPU
|
| 220 |
+
| roi_head | TFLITE | w8a8 | Qualcomm® SA8775P | 333.483 ms | 0 - 1479 MB | NPU
|
| 221 |
+
| roi_head | TFLITE | w8a8 | Qualcomm® QCS8450 (Proxy) | 805.396 ms | 0 - 848 MB | NPU
|
| 222 |
+
| roi_head | TFLITE | w8a8 | Qualcomm® SA7255P | 481.017 ms | 0 - 1479 MB | NPU
|
| 223 |
+
| roi_head | TFLITE | w8a8 | Qualcomm® SA8295P | 345.923 ms | 0 - 735 MB | NPU
|
| 224 |
+
| roi_head | TFLITE | w8a8 | Snapdragon® 8 Elite For Galaxy Mobile | 174.799 ms | 0 - 1308 MB | NPU
|
| 225 |
+
| roi_head | TFLITE | w8a8 | Snapdragon® 7 Gen 4 Mobile | 1821.967 ms | 1120 - 2374 MB | NPU
|
| 226 |
|
| 227 |
## License
|
| 228 |
* The license for the original implementation of Detectron2-Detection can be found
|
release_assets.json
ADDED
|
@@ -0,0 +1 @@
|
|
|
|
|
|
|
| 1 |
+
{"version":"0.50.0","precisions":{"w8a8":{"universal_assets":{"tflite":{"tool_versions":{"qairt":"2.43.0.260127150333_193827","tflite":"2.17.0"},"download_url":"https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/detectron2_detection/releases/v0.50.0/detectron2_detection-tflite-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/detectron2_detection/releases/v0.50.0/detectron2_detection-qnn_dlc-w8a8.zip"},"onnx":{"tool_versions":{"qairt":"2.42.0.251225135753_193295","onnx_runtime":"1.24.1"},"download_url":"https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/detectron2_detection/releases/v0.50.0/detectron2_detection-onnx-w8a8.zip"}}},"float":{"universal_assets":{"tflite":{"tool_versions":{"qairt":"2.43.0.260127150333_193827","tflite":"2.17.0"},"download_url":"https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/detectron2_detection/releases/v0.50.0/detectron2_detection-tflite-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/detectron2_detection/releases/v0.50.0/detectron2_detection-qnn_dlc-float.zip"},"onnx":{"tool_versions":{"qairt":"2.42.0.251225135753_193295","onnx_runtime":"1.24.1"},"download_url":"https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/detectron2_detection/releases/v0.50.0/detectron2_detection-onnx-float.zip"}}},"w8a16":{"universal_assets":{"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/detectron2_detection/releases/v0.50.0/detectron2_detection-qnn_dlc-w8a16.zip"},"onnx":{"tool_versions":{"qairt":"2.42.0.251225135753_193295","onnx_runtime":"1.24.1"},"download_url":"https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/detectron2_detection/releases/v0.50.0/detectron2_detection-onnx-w8a16.zip"}}}}}
|