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Detectron2-Detection

Object Detection
PyTorch
android
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v0.63.0

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See https://github.com/qualcomm/ai-hub-models/releases/v0.63.0 for changelog.

Files changed (2) hide show
  1. README.md +231 -245
  2. release_assets.json +17 -17
README.md CHANGED
@@ -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/blob/v0.62.2/src/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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@@ -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 2.45, ONNX Runtime 1.27.1 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/detectron2_detection/releases/v0.62.2/detectron2_detection-onnx-float.zip)
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- | ONNX | w8a16 | Universal | QAIRT 2.45, ONNX Runtime 1.27.1 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/detectron2_detection/releases/v0.62.2/detectron2_detection-onnx-w8a16.zip)
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- | ONNX | w8a8 | Universal | QAIRT 2.45, ONNX Runtime 1.27.1 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/detectron2_detection/releases/v0.62.2/detectron2_detection-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/detectron2_detection/releases/v0.62.2/detectron2_detection-qnn_dlc-float.zip)
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- | QNN_DLC | w8a16 | Universal | QAIRT 2.45 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/detectron2_detection/releases/v0.62.2/detectron2_detection-qnn_dlc-w8a16.zip)
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- | QNN_DLC | w8a8 | Universal | QAIRT 2.45 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/detectron2_detection/releases/v0.62.2/detectron2_detection-qnn_dlc-w8a8.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/detectron2_detection/releases/v0.62.2/detectron2_detection-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/detectron2_detection/releases/v0.62.2/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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- Use the [Qualcomm® AI Hub Models](https://github.com/qualcomm/ai-hub-models/blob/v0.62.2/src/qai_hub_models/models/detectron2_detection) 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 [Detectron2-Detection on GitHub](https://github.com/qualcomm/ai-hub-models/blob/v0.62.2/src/qai_hub_models/models/detectron2_detection) for usage instructions.
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  ## Model Details
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@@ -63,246 +63,232 @@ See our repository for [Detectron2-Detection on GitHub](https://github.com/qualc
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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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- | proposal_generator | ONNX | float | Snapdragon® X Elite | 33.849 ms | 72 - 72 MB | NPU
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- | proposal_generator | ONNX | float | Snapdragon® 8 Gen 3 Mobile | 26.006 ms | 36 - 562 MB | NPU
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- | proposal_generator | ONNX | float | Snapdragon® 8 Gen 1 Mobile | 63.61 ms | 1 - 502 MB | NPU
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- | proposal_generator | ONNX | float | Qualcomm® Dragonwing™ IQ-8275 | 52.442 ms | 7 - 18 MB | NPU
70
- | proposal_generator | ONNX | float | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 34.348 ms | 12 - 81 MB | NPU
 
 
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  | proposal_generator | ONNX | float | Qualcomm® QCS8450 | 63.61 ms | 1 - 502 MB | NPU
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- | proposal_generator | ONNX | float | Qualcomm® Dragonwing™ IQ-9075 | 49.861 ms | 7 - 17 MB | NPU
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- | proposal_generator | ONNX | float | Qualcomm® Dragonwing™ IQ-X7181 | 33.849 ms | 72 - 72 MB | NPU
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- | proposal_generator | ONNX | float | Qualcomm® Dragonwing™ Q-8750 | 20.918 ms | 25 - 483 MB | NPU
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- | proposal_generator | ONNX | float | Snapdragon® 8 Elite Mobile | 20.918 ms | 25 - 483 MB | NPU
76
- | proposal_generator | ONNX | float | Snapdragon® 8 Elite Gen 5 Mobile | 19.583 ms | 26 - 594 MB | NPU
77
- | proposal_generator | ONNX | w8a16 | Snapdragon® X2 Elite | 10.881 ms | 36 - 36 MB | NPU
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- | proposal_generator | ONNX | w8a16 | Snapdragon® X Elite | 19.625 ms | 36 - 36 MB | NPU
79
- | proposal_generator | ONNX | w8a16 | Snapdragon® 8 Gen 3 Mobile | 13.761 ms | 18 - 555 MB | NPU
80
- | proposal_generator | ONNX | w8a16 | Snapdragon® 8 Gen 1 Mobile | 34.256 ms | 15 - 529 MB | NPU
81
- | proposal_generator | ONNX | w8a16 | Qualcomm® Dragonwing™ QCS6490 | 114.351 ms | 18 - 21 MB | NPU
82
- | proposal_generator | ONNX | w8a16 | Qualcomm® Dragonwing™ IQ-8275 | 19.729 ms | 14 - 18 MB | NPU
83
- | proposal_generator | ONNX | w8a16 | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 19.023 ms | 6 - 31 MB | NPU
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- | proposal_generator | ONNX | w8a16 | Qualcomm® QCS8450 | 34.256 ms | 15 - 529 MB | NPU
85
- | proposal_generator | ONNX | w8a16 | Qualcomm® Dragonwing™ IQ-9075 | 20.536 ms | 18 - 21 MB | NPU
86
- | proposal_generator | ONNX | w8a16 | Qualcomm® Dragonwing™ IQ-X7181 | 19.625 ms | 36 - 36 MB | NPU
87
- | proposal_generator | ONNX | w8a16 | Qualcomm® Dragonwing™ Q-6690 | 277.34 ms | 17 - 558 MB | NPU
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- | proposal_generator | ONNX | w8a16 | Qualcomm® Dragonwing™ Q-7790 | 31.445 ms | 16 - 493 MB | NPU
89
- | proposal_generator | ONNX | w8a16 | Qualcomm® Dragonwing™ Q-8750 | 11.607 ms | 15 - 481 MB | NPU
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- | proposal_generator | ONNX | w8a16 | Snapdragon® 8 Elite Mobile | 11.607 ms | 15 - 481 MB | NPU
91
- | proposal_generator | ONNX | w8a16 | Snapdragon® 8 Elite Gen 5 Mobile | 9.629 ms | 13 - 490 MB | NPU
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- | proposal_generator | ONNX | w8a16 | Snapdragon® 7 Gen 4 Mobile | 31.445 ms | 16 - 493 MB | NPU
93
- | proposal_generator | ONNX | w8a8 | Snapdragon® X2 Elite | 4.56 ms | 18 - 18 MB | NPU
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- | proposal_generator | ONNX | w8a8 | Snapdragon® X Elite | 11.099 ms | 19 - 19 MB | NPU
95
- | proposal_generator | ONNX | w8a8 | Snapdragon® 8 Gen 3 Mobile | 8.199 ms | 9 - 488 MB | NPU
96
- | proposal_generator | ONNX | w8a8 | Snapdragon® 8 Gen 1 Mobile | 15.702 ms | 7 - 480 MB | NPU
97
- | proposal_generator | ONNX | w8a8 | Qualcomm® Dragonwing™ QCS6490 | 48.83 ms | 8 - 11 MB | NPU
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- | proposal_generator | ONNX | w8a8 | Qualcomm® Dragonwing™ IQ-8275 | 11.638 ms | 7 - 11 MB | NPU
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- | proposal_generator | ONNX | w8a8 | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 11.399 ms | 0 - 26 MB | NPU
100
- | proposal_generator | ONNX | w8a8 | Qualcomm® QCS8450 | 15.702 ms | 7 - 480 MB | NPU
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- | proposal_generator | ONNX | w8a8 | Qualcomm® Dragonwing™ IQ-9075 | 11.475 ms | 8 - 11 MB | NPU
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- | proposal_generator | ONNX | w8a8 | Qualcomm® Dragonwing™ IQ-X7181 | 11.099 ms | 19 - 19 MB | NPU
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- | proposal_generator | ONNX | w8a8 | Qualcomm® Dragonwing™ Q-6690 | 132.762 ms | 0 - 424 MB | NPU
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- | proposal_generator | ONNX | w8a8 | Qualcomm® Dragonwing™ Q-7790 | 18.943 ms | 9 - 445 MB | NPU
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- | proposal_generator | ONNX | w8a8 | Qualcomm® Dragonwing™ Q-8750 | 6.1 ms | 7 - 436 MB | NPU
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- | proposal_generator | ONNX | w8a8 | Snapdragon® 8 Elite Mobile | 6.1 ms | 7 - 436 MB | NPU
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- | proposal_generator | ONNX | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 4.518 ms | 7 - 446 MB | NPU
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- | proposal_generator | ONNX | w8a8 | Snapdragon® 7 Gen 4 Mobile | 18.943 ms | 9 - 445 MB | NPU
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- | proposal_generator | QNN_DLC | float | Snapdragon® X Elite | 36.75 ms | 7 - 7 MB | NPU
110
- | proposal_generator | QNN_DLC | float | Snapdragon® 8 Gen 3 Mobile | 26.992 ms | 7 - 552 MB | NPU
111
- | proposal_generator | QNN_DLC | float | Qualcomm® Dragonwing™ IQ-8275 | 52.91 ms | 7 - 28 MB | NPU
112
- | proposal_generator | QNN_DLC | float | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 37.328 ms | 5 - 7 MB | NPU
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- | proposal_generator | QNN_DLC | float | Qualcomm® SA8775P | 50.966 ms | 0 - 466 MB | NPU
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  | proposal_generator | QNN_DLC | float | Qualcomm® SA8650P | 50.966 ms | 0 - 466 MB | NPU
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  | proposal_generator | QNN_DLC | float | Qualcomm® SA8255P | 50.966 ms | 0 - 466 MB | NPU
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- | proposal_generator | QNN_DLC | float | Qualcomm® Dragonwing™ IQ-9075 | 51.426 ms | 7 - 27 MB | NPU
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- | proposal_generator | QNN_DLC | float | Qualcomm® Dragonwing™ IQ-X7181 | 36.75 ms | 7 - 7 MB | NPU
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- | proposal_generator | QNN_DLC | float | Qualcomm® Dragonwing™ Q-8750 | 21.586 ms | 0 - 465 MB | NPU
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- | proposal_generator | QNN_DLC | float | Qualcomm® SA7255P | 155.027 ms | 2 - 469 MB | NPU
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- | proposal_generator | QNN_DLC | float | Qualcomm® SA8295P | 56.241 ms | 1 - 434 MB | NPU
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- | proposal_generator | QNN_DLC | float | Snapdragon® 8 Elite Mobile | 21.586 ms | 0 - 465 MB | NPU
122
- | proposal_generator | QNN_DLC | float | Snapdragon® 8 Elite Gen 5 Mobile | 21.445 ms | 7 - 588 MB | NPU
123
- | proposal_generator | QNN_DLC | w8a16 | Snapdragon® X2 Elite | 15.131 ms | 4 - 4 MB | NPU
124
- | proposal_generator | QNN_DLC | w8a16 | Snapdragon® X Elite | 26.3 ms | 4 - 4 MB | NPU
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- | proposal_generator | QNN_DLC | w8a16 | Snapdragon® 8 Gen 3 Mobile | 15.776 ms | 4 - 538 MB | NPU
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- | proposal_generator | QNN_DLC | w8a16 | Snapdragon® 8 Gen 1 Mobile | 37.735 ms | 4 - 523 MB | NPU
127
- | proposal_generator | QNN_DLC | w8a16 | Qualcomm® Dragonwing™ QCS6490 | 125.345 ms | 1 - 12 MB | NPU
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- | proposal_generator | QNN_DLC | w8a16 | Qualcomm® Dragonwing™ IQ-8275 | 27.654 ms | 4 - 15 MB | NPU
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- | proposal_generator | QNN_DLC | w8a16 | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 27.098 ms | 4 - 19 MB | NPU
130
- | proposal_generator | QNN_DLC | w8a16 | Qualcomm® SA8775P | 27.074 ms | 2 - 461 MB | NPU
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- | proposal_generator | QNN_DLC | w8a16 | Qualcomm® SA8650P | 27.074 ms | 2 - 461 MB | NPU
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- | proposal_generator | QNN_DLC | w8a16 | Qualcomm® SA8255P | 27.074 ms | 2 - 461 MB | NPU
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- | proposal_generator | QNN_DLC | w8a16 | Qualcomm® QCS8450 | 37.735 ms | 4 - 523 MB | NPU
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- | proposal_generator | QNN_DLC | w8a16 | Qualcomm® Dragonwing™ IQ-9075 | 27.396 ms | 1 - 12 MB | NPU
135
- | proposal_generator | QNN_DLC | w8a16 | Qualcomm® Dragonwing™ IQ-X7181 | 26.3 ms | 4 - 4 MB | NPU
136
- | proposal_generator | QNN_DLC | w8a16 | Qualcomm® Dragonwing™ Q-6690 | 338.855 ms | 4 - 563 MB | NPU
137
- | proposal_generator | QNN_DLC | w8a16 | Qualcomm® Dragonwing™ Q-7790 | 35.533 ms | 4 - 492 MB | NPU
138
- | proposal_generator | QNN_DLC | w8a16 | Qualcomm® Dragonwing™ Q-8750 | 20.175 ms | 4 - 451 MB | NPU
139
- | proposal_generator | QNN_DLC | w8a16 | Qualcomm® SA7255P | 53.721 ms | 0 - 460 MB | NPU
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- | proposal_generator | QNN_DLC | w8a16 | Qualcomm® SA8295P | 35.2 ms | 0 - 456 MB | NPU
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- | proposal_generator | QNN_DLC | w8a16 | Snapdragon® 8 Elite Mobile | 20.175 ms | 4 - 451 MB | NPU
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- | proposal_generator | QNN_DLC | w8a16 | Snapdragon® 8 Elite Gen 5 Mobile | 15.261 ms | 4 - 463 MB | NPU
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- | proposal_generator | QNN_DLC | w8a16 | Snapdragon® 7 Gen 4 Mobile | 35.533 ms | 4 - 492 MB | NPU
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- | proposal_generator | QNN_DLC | w8a8 | Snapdragon® X2 Elite | 7.618 ms | 2 - 2 MB | NPU
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- | proposal_generator | QNN_DLC | w8a8 | Snapdragon® X Elite | 14.156 ms | 2 - 2 MB | NPU
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- | proposal_generator | QNN_DLC | w8a8 | Snapdragon® 8 Gen 3 Mobile | 10.531 ms | 2 - 495 MB | NPU
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- | proposal_generator | QNN_DLC | w8a8 | Snapdragon® 8 Gen 1 Mobile | 19.933 ms | 2 - 491 MB | NPU
148
- | proposal_generator | QNN_DLC | w8a8 | Qualcomm® Dragonwing™ QCS6490 | 53.624 ms | 4 - 10 MB | NPU
149
- | proposal_generator | QNN_DLC | w8a8 | Qualcomm® Dragonwing™ IQ-8275 | 14.546 ms | 1 - 7 MB | NPU
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- | proposal_generator | QNN_DLC | w8a8 | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 14.357 ms | 2 - 265 MB | NPU
151
- | proposal_generator | QNN_DLC | w8a8 | Qualcomm® SA8775P | 14.71 ms | 2 - 440 MB | NPU
152
- | proposal_generator | QNN_DLC | w8a8 | Qualcomm® SA8650P | 14.71 ms | 2 - 440 MB | NPU
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- | proposal_generator | QNN_DLC | w8a8 | Qualcomm® SA8255P | 14.71 ms | 2 - 440 MB | NPU
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- | proposal_generator | QNN_DLC | w8a8 | Qualcomm® QCS8450 | 19.933 ms | 2 - 491 MB | NPU
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- | proposal_generator | QNN_DLC | w8a8 | Qualcomm® Dragonwing™ IQ-9075 | 14.685 ms | 2 - 8 MB | NPU
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- | proposal_generator | QNN_DLC | w8a8 | Qualcomm® Dragonwing™ IQ-X7181 | 14.156 ms | 2 - 2 MB | NPU
157
- | proposal_generator | QNN_DLC | w8a8 | Qualcomm® Dragonwing™ Q-6690 | 175.899 ms | 2 - 463 MB | NPU
158
- | proposal_generator | QNN_DLC | w8a8 | Qualcomm® Dragonwing™ Q-7790 | 24.003 ms | 2 - 427 MB | NPU
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- | proposal_generator | QNN_DLC | w8a8 | Qualcomm® Dragonwing™ Q-8750 | 8.016 ms | 2 - 432 MB | NPU
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- | proposal_generator | QNN_DLC | w8a8 | Qualcomm® SA7255P | 29.353 ms | 2 - 439 MB | NPU
161
- | proposal_generator | QNN_DLC | w8a8 | Qualcomm® SA8295P | 19.247 ms | 2 - 440 MB | NPU
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- | proposal_generator | QNN_DLC | w8a8 | Snapdragon® 8 Elite Mobile | 8.016 ms | 2 - 432 MB | NPU
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- | proposal_generator | QNN_DLC | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 7.329 ms | 2 - 438 MB | NPU
164
- | proposal_generator | QNN_DLC | w8a8 | Snapdragon® 7 Gen 4 Mobile | 24.003 ms | 2 - 427 MB | NPU
165
- | proposal_generator | TFLITE | float | Qualcomm® Dragonwing™ IQ-8275 | 53.356 ms | 0 - 60 MB | NPU
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- | proposal_generator | TFLITE | float | Qualcomm® Dragonwing™ Q-8750 | 21.822 ms | 11 - 486 MB | NPU
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- | proposal_generator | TFLITE | float | Qualcomm® SA8295P | 56.738 ms | 11 - 452 MB | NPU
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- | proposal_generator | TFLITE | float | Snapdragon® 8 Elite Mobile | 21.822 ms | 11 - 486 MB | NPU
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- | proposal_generator | TFLITE | float | Snapdragon® 8 Elite Gen 5 Mobile | 21.641 ms | 10 - 599 MB | NPU
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- | proposal_generator | TFLITE | w8a8 | Snapdragon® 8 Gen 3 Mobile | 12.689 ms | 2 - 487 MB | NPU
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- | proposal_generator | TFLITE | w8a8 | Snapdragon® 8 Gen 1 Mobile | 21.634 ms | 3 - 477 MB | NPU
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- | proposal_generator | TFLITE | w8a8 | Qualcomm® Dragonwing™ IQ-8275 | 16.656 ms | 3 - 30 MB | NPU
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- | proposal_generator | TFLITE | w8a8 | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 16.426 ms | 3 - 6 MB | NPU
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- | proposal_generator | TFLITE | w8a8 | Qualcomm® SA8775P | 17.168 ms | 3 - 426 MB | NPU
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- | proposal_generator | TFLITE | w8a8 | Qualcomm® SA8650P | 17.168 ms | 3 - 426 MB | NPU
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- | proposal_generator | TFLITE | w8a8 | Qualcomm® SA8255P | 17.168 ms | 3 - 426 MB | NPU
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- | proposal_generator | TFLITE | w8a8 | Qualcomm® QCS8450 | 21.634 ms | 3 - 477 MB | NPU
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- | proposal_generator | TFLITE | w8a8 | Qualcomm® Dragonwing™ IQ-9075 | 16.986 ms | 0 - 27 MB | NPU
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- | proposal_generator | TFLITE | w8a8 | Qualcomm® Dragonwing™ Q-7790 | 25.493 ms | 2 - 442 MB | NPU
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- | proposal_generator | TFLITE | w8a8 | Qualcomm® Dragonwing™ Q-8750 | 9.326 ms | 2 - 430 MB | NPU
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- | proposal_generator | TFLITE | w8a8 | Qualcomm® SA7255P | 30.359 ms | 3 - 425 MB | NPU
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- | proposal_generator | TFLITE | w8a8 | Qualcomm® SA8295P | 22.111 ms | 3 - 427 MB | NPU
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- | proposal_generator | TFLITE | w8a8 | Snapdragon® 8 Elite Mobile | 9.326 ms | 2 - 430 MB | NPU
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- | proposal_generator | TFLITE | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 7.504 ms | 2 - 450 MB | NPU
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- | proposal_generator | TFLITE | w8a8 | Snapdragon® 7 Gen 4 Mobile | 25.493 ms | 2 - 442 MB | NPU
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- | roi_head | ONNX | float | Snapdragon® X Elite | 64.78 ms | 30 - 30 MB | NPU
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- | roi_head | ONNX | float | Snapdragon® 8 Gen 3 Mobile | 49.086 ms | 10 - 1484 MB | NPU
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- | roi_head | ONNX | float | Snapdragon® 8 Gen 1 Mobile | 97.651 ms | 1 - 439 MB | NPU
189
- | roi_head | ONNX | float | Qualcomm® Dragonwing™ IQ-8275 | 104.577 ms | 10 - 23 MB | NPU
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- | roi_head | ONNX | float | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 65.563 ms | 0 - 33 MB | NPU
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  | roi_head | ONNX | float | Qualcomm® QCS8450 | 97.651 ms | 1 - 439 MB | NPU
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- | roi_head | ONNX | float | Qualcomm® Dragonwing™ IQ-9075 | 95.08 ms | 10 - 22 MB | NPU
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- | roi_head | ONNX | float | Qualcomm® Dragonwing™ IQ-X7181 | 64.78 ms | 30 - 30 MB | NPU
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- | roi_head | ONNX | float | Qualcomm® Dragonwing™ Q-8750 | 41.318 ms | 0 - 1292 MB | NPU
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- | roi_head | ONNX | float | Snapdragon® 8 Elite Mobile | 41.318 ms | 0 - 1292 MB | NPU
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- | roi_head | ONNX | float | Snapdragon® 8 Elite Gen 5 Mobile | 28.238 ms | 0 - 1371 MB | NPU
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- | roi_head | ONNX | w8a16 | Snapdragon® X2 Elite | 16.253 ms | 6 - 6 MB | NPU
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- | roi_head | ONNX | w8a16 | Snapdragon® X Elite | 34.844 ms | 14 - 14 MB | NPU
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- | roi_head | ONNX | w8a16 | Snapdragon® 8 Gen 3 Mobile | 25.173 ms | 5 - 469 MB | NPU
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- | roi_head | ONNX | w8a16 | Snapdragon® 8 Gen 1 Mobile | 63.358 ms | 6 - 469 MB | NPU
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- | roi_head | ONNX | w8a16 | Qualcomm® Dragonwing™ QCS6490 | 194.946 ms | 5 - 8 MB | NPU
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- | roi_head | ONNX | w8a16 | Qualcomm® Dragonwing™ IQ-8275 | 36.791 ms | 5 - 8 MB | NPU
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- | roi_head | ONNX | w8a16 | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 34.012 ms | 0 - 17 MB | NPU
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- | roi_head | ONNX | w8a16 | Qualcomm® QCS8450 | 63.358 ms | 6 - 469 MB | NPU
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- | roi_head | ONNX | w8a16 | Qualcomm® Dragonwing™ IQ-9075 | 33.476 ms | 5 - 8 MB | NPU
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- | roi_head | ONNX | w8a16 | Qualcomm® Dragonwing™ IQ-X7181 | 34.844 ms | 14 - 14 MB | NPU
207
- | roi_head | ONNX | w8a16 | Qualcomm® Dragonwing™ Q-6690 | 575.321 ms | 0 - 871 MB | NPU
208
- | roi_head | ONNX | w8a16 | Qualcomm® Dragonwing™ Q-7790 | 56.466 ms | 6 - 562 MB | NPU
209
- | roi_head | ONNX | w8a16 | Qualcomm® Dragonwing™ Q-8750 | 19.714 ms | 0 - 458 MB | NPU
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- | roi_head | ONNX | w8a16 | Snapdragon® 8 Elite Mobile | 19.714 ms | 0 - 458 MB | NPU
211
- | roi_head | ONNX | w8a16 | Snapdragon® 8 Elite Gen 5 Mobile | 14.323 ms | 1 - 463 MB | NPU
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- | roi_head | ONNX | w8a16 | Snapdragon® 7 Gen 4 Mobile | 56.466 ms | 6 - 562 MB | NPU
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- | roi_head | ONNX | w8a8 | Snapdragon® X2 Elite | 9.29 ms | 3 - 3 MB | NPU
214
- | roi_head | ONNX | w8a8 | Snapdragon® X Elite | 19.705 ms | 15 - 15 MB | NPU
215
- | roi_head | ONNX | w8a8 | Snapdragon® 8 Gen 3 Mobile | 12.996 ms | 3 - 375 MB | NPU
216
- | roi_head | ONNX | w8a8 | Snapdragon® 8 Gen 1 Mobile | 43.871 ms | 3 - 372 MB | NPU
217
- | roi_head | ONNX | w8a8 | Qualcomm® Dragonwing™ QCS6490 | 102.147 ms | 2 - 5 MB | NPU
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- | roi_head | ONNX | w8a8 | Qualcomm® Dragonwing™ IQ-8275 | 18.839 ms | 2 - 6 MB | NPU
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- | roi_head | ONNX | w8a8 | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 19.071 ms | 0 - 232 MB | NPU
220
- | roi_head | ONNX | w8a8 | Qualcomm® QCS8450 | 43.871 ms | 3 - 372 MB | NPU
221
- | roi_head | ONNX | w8a8 | Qualcomm® Dragonwing™ IQ-9075 | 20.07 ms | 2 - 5 MB | NPU
222
- | roi_head | ONNX | w8a8 | Qualcomm® Dragonwing™ IQ-X7181 | 19.705 ms | 15 - 15 MB | NPU
223
- | roi_head | ONNX | w8a8 | Qualcomm® Dragonwing™ Q-6690 | 336.87 ms | 0 - 508 MB | NPU
224
- | roi_head | ONNX | w8a8 | Qualcomm® Dragonwing™ Q-7790 | 33.281 ms | 3 - 381 MB | NPU
225
- | roi_head | ONNX | w8a8 | Qualcomm® Dragonwing™ Q-8750 | 10.462 ms | 0 - 334 MB | NPU
226
- | roi_head | ONNX | w8a8 | Snapdragon® 8 Elite Mobile | 10.462 ms | 0 - 334 MB | NPU
227
- | roi_head | ONNX | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 8.698 ms | 0 - 341 MB | NPU
228
- | roi_head | ONNX | w8a8 | Snapdragon® 7 Gen 4 Mobile | 33.281 ms | 3 - 381 MB | NPU
229
- | roi_head | QNN_DLC | float | Snapdragon® X Elite | 64.305 ms | 10 - 10 MB | NPU
230
- | roi_head | QNN_DLC | float | Snapdragon® 8 Gen 3 Mobile | 48.505 ms | 10 - 1580 MB | NPU
231
- | roi_head | QNN_DLC | float | Qualcomm® Dragonwing™ IQ-8275 | 103.266 ms | 10 - 22 MB | NPU
232
- | roi_head | QNN_DLC | float | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 65.074 ms | 10 - 13 MB | NPU
233
- | roi_head | QNN_DLC | float | Qualcomm® SA8775P | 96.625 ms | 1 - 1377 MB | NPU
234
  | roi_head | QNN_DLC | float | Qualcomm® SA8650P | 96.625 ms | 1 - 1377 MB | NPU
235
  | roi_head | QNN_DLC | float | Qualcomm® SA8255P | 96.625 ms | 1 - 1377 MB | NPU
236
- | roi_head | QNN_DLC | float | Qualcomm® Dragonwing™ IQ-9075 | 94.268 ms | 10 - 21 MB | NPU
237
- | roi_head | QNN_DLC | float | Qualcomm® Dragonwing™ IQ-X7181 | 64.305 ms | 10 - 10 MB | NPU
238
- | roi_head | QNN_DLC | float | Qualcomm® Dragonwing™ Q-8750 | 40.273 ms | 5 - 1444 MB | NPU
239
- | roi_head | QNN_DLC | float | Qualcomm® SA7255P | 332.866 ms | 1 - 1378 MB | NPU
240
- | roi_head | QNN_DLC | float | Qualcomm® SA8295P | 93.952 ms | 0 - 386 MB | NPU
241
- | roi_head | QNN_DLC | float | Snapdragon® 8 Elite Mobile | 40.273 ms | 5 - 1444 MB | NPU
242
- | roi_head | QNN_DLC | float | Snapdragon® 8 Elite Gen 5 Mobile | 27.867 ms | 10 - 1540 MB | NPU
243
- | roi_head | QNN_DLC | w8a16 | Snapdragon® X2 Elite | 15.953 ms | 5 - 5 MB | NPU
244
- | roi_head | QNN_DLC | w8a16 | Snapdragon® X Elite | 31.944 ms | 5 - 5 MB | NPU
245
- | roi_head | QNN_DLC | w8a16 | Snapdragon® 8 Gen 3 Mobile | 25.236 ms | 5 - 436 MB | NPU
246
- | roi_head | QNN_DLC | w8a16 | Snapdragon® 8 Gen 1 Mobile | 47.676 ms | 5 - 436 MB | NPU
247
- | roi_head | QNN_DLC | w8a16 | Qualcomm® Dragonwing™ QCS6490 | 186.618 ms | 5 - 11 MB | NPU
248
- | roi_head | QNN_DLC | w8a16 | Qualcomm® Dragonwing™ IQ-8275 | 35.0 ms | 5 - 12 MB | NPU
249
- | roi_head | QNN_DLC | w8a16 | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 31.502 ms | 0 - 27 MB | NPU
250
- | roi_head | QNN_DLC | w8a16 | Qualcomm® SA8775P | 31.541 ms | 1 - 380 MB | NPU
251
- | roi_head | QNN_DLC | w8a16 | Qualcomm® SA8650P | 31.541 ms | 1 - 380 MB | NPU
252
- | roi_head | QNN_DLC | w8a16 | Qualcomm® SA8255P | 31.541 ms | 1 - 380 MB | NPU
253
- | roi_head | QNN_DLC | w8a16 | Qualcomm® QCS8450 | 47.676 ms | 5 - 436 MB | NPU
254
- | roi_head | QNN_DLC | w8a16 | Qualcomm® Dragonwing™ IQ-9075 | 31.367 ms | 5 - 11 MB | NPU
255
- | roi_head | QNN_DLC | w8a16 | Qualcomm® Dragonwing™ IQ-X7181 | 31.944 ms | 5 - 5 MB | NPU
256
- | roi_head | QNN_DLC | w8a16 | Qualcomm® Dragonwing™ Q-6690 | 619.851 ms | 5 - 522 MB | NPU
257
- | roi_head | QNN_DLC | w8a16 | Qualcomm® Dragonwing™ Q-7790 | 52.496 ms | 5 - 470 MB | NPU
258
- | roi_head | QNN_DLC | w8a16 | Qualcomm® Dragonwing™ Q-8750 | 19.072 ms | 5 - 428 MB | NPU
259
- | roi_head | QNN_DLC | w8a16 | Qualcomm® SA7255P | 96.915 ms | 5 - 384 MB | NPU
260
- | roi_head | QNN_DLC | w8a16 | Qualcomm® SA8295P | 51.656 ms | 0 - 380 MB | NPU
261
- | roi_head | QNN_DLC | w8a16 | Snapdragon® 8 Elite Mobile | 19.072 ms | 5 - 428 MB | NPU
262
- | roi_head | QNN_DLC | w8a16 | Snapdragon® 8 Elite Gen 5 Mobile | 13.543 ms | 5 - 432 MB | NPU
263
- | roi_head | QNN_DLC | w8a16 | Snapdragon® 7 Gen 4 Mobile | 52.496 ms | 5 - 470 MB | NPU
264
- | roi_head | QNN_DLC | w8a8 | Snapdragon® X2 Elite | 9.459 ms | 2 - 2 MB | NPU
265
- | roi_head | QNN_DLC | w8a8 | Snapdragon® X Elite | 19.946 ms | 2 - 2 MB | NPU
266
- | roi_head | QNN_DLC | w8a8 | Snapdragon® 8 Gen 3 Mobile | 12.515 ms | 2 - 350 MB | NPU
267
- | roi_head | QNN_DLC | w8a8 | Snapdragon® 8 Gen 1 Mobile | 34.276 ms | 2 - 349 MB | NPU
268
- | roi_head | QNN_DLC | w8a8 | Qualcomm® Dragonwing™ QCS6490 | 98.361 ms | 1 - 5 MB | NPU
269
- | roi_head | QNN_DLC | w8a8 | Qualcomm® Dragonwing™ IQ-8275 | 18.223 ms | 2 - 7 MB | NPU
270
- | roi_head | QNN_DLC | w8a8 | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 19.026 ms | 3 - 7 MB | NPU
271
- | roi_head | QNN_DLC | w8a8 | Qualcomm® SA8775P | 19.52 ms | 2 - 302 MB | NPU
272
- | roi_head | QNN_DLC | w8a8 | Qualcomm® SA8650P | 19.52 ms | 2 - 302 MB | NPU
273
- | roi_head | QNN_DLC | w8a8 | Qualcomm® SA8255P | 19.52 ms | 2 - 302 MB | NPU
274
- | roi_head | QNN_DLC | w8a8 | Qualcomm® QCS8450 | 34.276 ms | 2 - 349 MB | NPU
275
- | roi_head | QNN_DLC | w8a8 | Qualcomm® Dragonwing™ IQ-9075 | 19.565 ms | 0 - 4 MB | NPU
276
- | roi_head | QNN_DLC | w8a8 | Qualcomm® Dragonwing™ IQ-X7181 | 19.946 ms | 2 - 2 MB | NPU
277
- | roi_head | QNN_DLC | w8a8 | Qualcomm® Dragonwing™ Q-6690 | 298.776 ms | 2 - 383 MB | NPU
278
- | roi_head | QNN_DLC | w8a8 | Qualcomm® Dragonwing™ Q-7790 | 31.131 ms | 2 - 326 MB | NPU
279
- | roi_head | QNN_DLC | w8a8 | Qualcomm® Dragonwing™ Q-8750 | 10.028 ms | 2 - 314 MB | NPU
280
- | roi_head | QNN_DLC | w8a8 | Qualcomm® SA7255P | 49.108 ms | 1 - 301 MB | NPU
281
- | roi_head | QNN_DLC | w8a8 | Qualcomm® SA8295P | 28.154 ms | 0 - 302 MB | NPU
282
- | roi_head | QNN_DLC | w8a8 | Snapdragon® 8 Elite Mobile | 10.028 ms | 2 - 314 MB | NPU
283
- | roi_head | QNN_DLC | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 8.361 ms | 2 - 320 MB | NPU
284
- | roi_head | QNN_DLC | w8a8 | Snapdragon® 7 Gen 4 Mobile | 31.131 ms | 2 - 326 MB | NPU
285
- | roi_head | TFLITE | float | Qualcomm® Dragonwing™ IQ-8275 | 2271.851 ms | 0 - 4083 MB | CPU
286
- | roi_head | TFLITE | float | Qualcomm® Dragonwing™ Q-8750 | 476.046 ms | 1 - 2884 MB | CPU
287
- | roi_head | TFLITE | float | Qualcomm® SA8295P | 507.656 ms | 1 - 1601 MB | CPU
288
- | roi_head | TFLITE | float | Snapdragon® 8 Elite Mobile | 476.046 ms | 1 - 2884 MB | CPU
289
- | roi_head | TFLITE | float | Snapdragon® 8 Elite Gen 5 Mobile | 1995.763 ms | 1 - 2928 MB | NPU
290
- | roi_head | TFLITE | w8a8 | Snapdragon® 8 Gen 3 Mobile | 286.664 ms | 0 - 1871 MB | NPU
291
- | roi_head | TFLITE | w8a8 | Snapdragon® 8 Gen 1 Mobile | 869.557 ms | 1 - 817 MB | NPU
292
- | roi_head | TFLITE | w8a8 | Qualcomm® Dragonwing™ IQ-8275 | 332.928 ms | 0 - 36 MB | NPU
293
- | roi_head | TFLITE | w8a8 | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 374.346 ms | 0 - 4 MB | NPU
294
- | roi_head | TFLITE | w8a8 | Qualcomm® SA8775P | 366.741 ms | 0 - 1447 MB | NPU
295
- | roi_head | TFLITE | w8a8 | Qualcomm® SA8650P | 366.741 ms | 0 - 1447 MB | NPU
296
- | roi_head | TFLITE | w8a8 | Qualcomm® SA8255P | 366.741 ms | 0 - 1447 MB | NPU
297
- | roi_head | TFLITE | w8a8 | Qualcomm® QCS8450 | 869.557 ms | 1 - 817 MB | NPU
298
- | roi_head | TFLITE | w8a8 | Qualcomm® Dragonwing™ IQ-9075 | 353.019 ms | 0 - 35 MB | NPU
299
- | roi_head | TFLITE | w8a8 | Qualcomm® Dragonwing™ Q-7790 | 1827.485 ms | 1143 - 2402 MB | NPU
300
- | roi_head | TFLITE | w8a8 | Qualcomm® Dragonwing™ Q-8750 | 195.153 ms | 0 - 1329 MB | NPU
301
- | roi_head | TFLITE | w8a8 | Qualcomm® SA7255P | 515.806 ms | 0 - 1447 MB | NPU
302
- | roi_head | TFLITE | w8a8 | Qualcomm® SA8295P | 387.547 ms | 0 - 666 MB | NPU
303
- | roi_head | TFLITE | w8a8 | Snapdragon® 8 Elite Mobile | 195.153 ms | 0 - 1329 MB | NPU
304
- | roi_head | TFLITE | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 160.955 ms | 0 - 1607 MB | NPU
305
- | roi_head | TFLITE | w8a8 | Snapdragon® 7 Gen 4 Mobile | 1827.485 ms | 1143 - 2402 MB | NPU
306
 
307
  ## License
308
  * The license for the original implementation of Detectron2-Detection can be found
 
14
  Detectron2-Detection is a machine learning model that can detect objects (trained on COCO dataset).
15
 
16
  This is based on the implementation of Detectron2-Detection found [here](https://github.com/facebookresearch/detectron2/).
17
+ 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/detectron2_detection) library to export with custom configurations. More details on model performance across various devices, can be found [here](#performance-summary).
18
 
19
  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.
20
 
 
27
 
28
  | Runtime | Precision | Chipset | SDK Versions | Download |
29
  |---|---|---|---|---|
30
+ | 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/detectron2_detection/releases/v0.63.0/detectron2_detection-onnx-float.zip)
31
+ | 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/detectron2_detection/releases/v0.63.0/detectron2_detection-onnx-w8a16.zip)
32
+ | 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/detectron2_detection/releases/v0.63.0/detectron2_detection-onnx-w8a8.zip)
33
+ | QNN_DLC | float | Universal | QAIRT 2.50 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/detectron2_detection/releases/v0.63.0/detectron2_detection-qnn_dlc-float.zip)
34
+ | QNN_DLC | w8a16 | Universal | QAIRT 2.50 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/detectron2_detection/releases/v0.63.0/detectron2_detection-qnn_dlc-w8a16.zip)
35
+ | QNN_DLC | w8a8 | Universal | QAIRT 2.50 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/detectron2_detection/releases/v0.63.0/detectron2_detection-qnn_dlc-w8a8.zip)
36
+ | TFLITE | float | Universal | QAIRT 2.50 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/detectron2_detection/releases/v0.63.0/detectron2_detection-tflite-float.zip)
37
+ | TFLITE | w8a8 | Universal | QAIRT 2.50 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/detectron2_detection/releases/v0.63.0/detectron2_detection-tflite-w8a8.zip)
38
 
39
  For more device-specific assets and performance metrics, visit **[Detectron2-Detection on Qualcomm® AI Hub](https://aihub.qualcomm.com/models/detectron2_detection)**.
40
 
41
 
42
  ### Option 2: Export with Custom Configurations
43
 
44
+ Use the [Qualcomm® AI Hub Models](https://github.com/qualcomm/ai-hub-models/blob/v0.63.0/src/qai_hub_models/models/detectron2_detection) Python library to compile and export the model with your own:
45
  - Custom weights (e.g., fine-tuned checkpoints)
46
  - Custom input shapes
47
  - Target device and runtime configurations
48
 
49
  This option is ideal if you need to customize the model beyond the default configuration provided here.
50
 
51
+ See our repository for [Detectron2-Detection on GitHub](https://github.com/qualcomm/ai-hub-models/blob/v0.63.0/src/qai_hub_models/models/detectron2_detection) for usage instructions.
52
 
53
  ## Model Details
54
 
 
63
  ## Performance Summary
64
  | Model | Runtime | Precision | Chipset | Inference Time (ms) | Peak Memory Range (MB) | Primary Compute Unit
65
  |---|---|---|---|---|---|---
66
+ | proposal_generator | ONNX | float | Snapdragon® 8 Elite Gen 5 For Galaxy Mobile | 13.48 ms | 26 - 540 MB | NPU
67
+ | proposal_generator | ONNX | float | Snapdragon® 8 Elite For Galaxy Mobile | 17.461 ms | 26 - 534 MB | NPU
68
+ | proposal_generator | ONNX | float | Snapdragon® X2 Elite | 15.281 ms | 66 - 66 MB | NPU
69
+ | proposal_generator | ONNX | float | Snapdragon® X Elite | 30.167 ms | 72 - 72 MB | NPU
70
+ | proposal_generator | ONNX | float | Snapdragon® 8 Gen 3 Mobile | 21.635 ms | 1 - 579 MB | NPU
71
+ | proposal_generator | ONNX | float | Qualcomm® Dragonwing™ IQ-8275 | 47.297 ms | 7 - 19 MB | NPU
72
+ | proposal_generator | ONNX | float | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 29.524 ms | 14 - 55 MB | NPU
73
  | proposal_generator | ONNX | float | Qualcomm® QCS8450 | 63.61 ms | 1 - 502 MB | NPU
74
+ | proposal_generator | ONNX | float | Qualcomm® Dragonwing™ IQ-9075 | 45.398 ms | 7 - 18 MB | NPU
75
+ | proposal_generator | ONNX | float | Qualcomm® Dragonwing™ IQ-X7181 | 30.167 ms | 72 - 72 MB | NPU
76
+ | proposal_generator | ONNX | float | Qualcomm® Dragonwing™ Q-8750 | 17.461 ms | 26 - 534 MB | NPU
77
+ | proposal_generator | ONNX | w8a16 | Snapdragon® 8 Elite Gen 5 For Galaxy Mobile | 9.506 ms | 12 - 451 MB | NPU
78
+ | proposal_generator | ONNX | w8a16 | Snapdragon® 8 Elite For Galaxy Mobile | 13.448 ms | 13 - 444 MB | NPU
79
+ | proposal_generator | ONNX | w8a16 | Snapdragon® X2 Elite | 9.213 ms | 36 - 36 MB | NPU
80
+ | proposal_generator | ONNX | w8a16 | Snapdragon® X Elite | 21.903 ms | 33 - 33 MB | NPU
81
+ | proposal_generator | ONNX | w8a16 | Snapdragon® 8 Gen 3 Mobile | 19.303 ms | 17 - 527 MB | NPU
82
+ | proposal_generator | ONNX | w8a16 | Snapdragon® 8 Gen 1 Mobile | 26.982 ms | 15 - 515 MB | NPU
83
+ | proposal_generator | ONNX | w8a16 | Qualcomm® Dragonwing™ QCS6490 | 92.77 ms | 15 - 18 MB | NPU
84
+ | proposal_generator | ONNX | w8a16 | Qualcomm® Dragonwing™ IQ-8275 | 23.739 ms | 14 - 18 MB | NPU
85
+ | proposal_generator | ONNX | w8a16 | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 23.495 ms | 14 - 17 MB | NPU
86
+ | proposal_generator | ONNX | w8a16 | Qualcomm® QCS8450 | 26.982 ms | 15 - 515 MB | NPU
87
+ | proposal_generator | ONNX | w8a16 | Qualcomm® Dragonwing™ IQ-9075 | 20.151 ms | 16 - 19 MB | NPU
88
+ | proposal_generator | ONNX | w8a16 | Qualcomm® Dragonwing™ IQ-X7181 | 21.903 ms | 33 - 33 MB | NPU
89
+ | proposal_generator | ONNX | w8a16 | Qualcomm® Dragonwing™ Q-6690 | 358.954 ms | 7 - 586 MB | NPU
90
+ | proposal_generator | ONNX | w8a16 | Qualcomm® Dragonwing™ Q-7790 | 29.152 ms | 17 - 465 MB | NPU
91
+ | proposal_generator | ONNX | w8a16 | Qualcomm® Dragonwing™ Q-8750 | 13.448 ms | 13 - 444 MB | NPU
92
+ | proposal_generator | ONNX | w8a16 | Snapdragon® 7 Gen 4 Mobile | 29.152 ms | 17 - 465 MB | NPU
93
+ | proposal_generator | ONNX | w8a8 | Snapdragon® 8 Elite Gen 5 For Galaxy Mobile | 4.609 ms | 9 - 420 MB | NPU
94
+ | proposal_generator | ONNX | w8a8 | Snapdragon® 8 Elite For Galaxy Mobile | 6.191 ms | 8 - 412 MB | NPU
95
+ | proposal_generator | ONNX | w8a8 | Snapdragon® X2 Elite | 4.644 ms | 18 - 18 MB | NPU
96
+ | proposal_generator | ONNX | w8a8 | Snapdragon® X Elite | 10.924 ms | 19 - 19 MB | NPU
97
+ | proposal_generator | ONNX | w8a8 | Snapdragon® 8 Gen 3 Mobile | 8.39 ms | 7 - 460 MB | NPU
98
+ | proposal_generator | ONNX | w8a8 | Snapdragon® 8 Gen 1 Mobile | 13.87 ms | 6 - 455 MB | NPU
99
+ | proposal_generator | ONNX | w8a8 | Qualcomm® Dragonwing™ QCS6490 | 38.131 ms | 7 - 10 MB | NPU
100
+ | proposal_generator | ONNX | w8a8 | Qualcomm® Dragonwing™ IQ-8275 | 11.922 ms | 7 - 11 MB | NPU
101
+ | proposal_generator | ONNX | w8a8 | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 11.225 ms | 0 - 27 MB | NPU
102
+ | proposal_generator | ONNX | w8a8 | Qualcomm® QCS8450 | 13.87 ms | 6 - 455 MB | NPU
103
+ | proposal_generator | ONNX | w8a8 | Qualcomm® Dragonwing™ IQ-9075 | 11.806 ms | 10 - 13 MB | NPU
104
+ | proposal_generator | ONNX | w8a8 | Qualcomm® Dragonwing™ IQ-X7181 | 10.924 ms | 19 - 19 MB | NPU
105
+ | proposal_generator | ONNX | w8a8 | Qualcomm® Dragonwing™ Q-6690 | 120.81 ms | 1 - 413 MB | NPU
106
+ | proposal_generator | ONNX | w8a8 | Qualcomm® Dragonwing™ Q-7790 | 13.875 ms | 9 - 413 MB | NPU
107
+ | proposal_generator | ONNX | w8a8 | Qualcomm® Dragonwing™ Q-8750 | 6.191 ms | 8 - 412 MB | NPU
108
+ | proposal_generator | ONNX | w8a8 | Snapdragon® 7 Gen 4 Mobile | 13.875 ms | 9 - 413 MB | NPU
109
+ | proposal_generator | QNN_DLC | float | Snapdragon® 8 Elite Gen 5 For Galaxy Mobile | 15.731 ms | 7 - 524 MB | NPU
110
+ | proposal_generator | QNN_DLC | float | Snapdragon® 8 Elite For Galaxy Mobile | 19.206 ms | 7 - 515 MB | NPU
111
+ | proposal_generator | QNN_DLC | float | Snapdragon® X Elite | 34.176 ms | 7 - 7 MB | NPU
112
+ | proposal_generator | QNN_DLC | float | Snapdragon® 8 Gen 3 Mobile | 23.798 ms | 0 - 587 MB | NPU
113
+ | proposal_generator | QNN_DLC | float | Qualcomm® Dragonwing™ IQ-8275 | 51.7 ms | 7 - 28 MB | NPU
114
+ | proposal_generator | QNN_DLC | float | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 33.109 ms | 7 - 424 MB | NPU
 
115
  | proposal_generator | QNN_DLC | float | Qualcomm® SA8650P | 50.966 ms | 0 - 466 MB | NPU
116
  | proposal_generator | QNN_DLC | float | Qualcomm® SA8255P | 50.966 ms | 0 - 466 MB | NPU
117
+ | proposal_generator | QNN_DLC | float | Qualcomm® Dragonwing™ IQ-9075 | 46.483 ms | 9 - 29 MB | NPU
118
+ | proposal_generator | QNN_DLC | float | Qualcomm® Dragonwing™ IQ-X7181 | 34.176 ms | 7 - 7 MB | NPU
119
+ | proposal_generator | QNN_DLC | float | Qualcomm® Dragonwing™ Q-8750 | 19.206 ms | 7 - 515 MB | NPU
120
+ | proposal_generator | QNN_DLC | float | Qualcomm® SA8295P | 50.243 ms | 0 - 499 MB | NPU
121
+ | proposal_generator | QNN_DLC | w8a16 | Snapdragon® 8 Elite Gen 5 For Galaxy Mobile | 15.929 ms | 4 - 433 MB | NPU
122
+ | proposal_generator | QNN_DLC | w8a16 | Snapdragon® 8 Elite For Galaxy Mobile | 17.989 ms | 4 - 419 MB | NPU
123
+ | proposal_generator | QNN_DLC | w8a16 | Snapdragon® X2 Elite | 14.794 ms | 4 - 4 MB | NPU
124
+ | proposal_generator | QNN_DLC | w8a16 | Snapdragon® X Elite | 26.066 ms | 4 - 4 MB | NPU
125
+ | proposal_generator | QNN_DLC | w8a16 | Snapdragon® 8 Gen 3 Mobile | 21.228 ms | 4 - 512 MB | NPU
126
+ | proposal_generator | QNN_DLC | w8a16 | Snapdragon® 8 Gen 1 Mobile | 30.204 ms | 4 - 492 MB | NPU
127
+ | proposal_generator | QNN_DLC | w8a16 | Qualcomm® Dragonwing™ QCS6490 | 96.105 ms | 6 - 17 MB | NPU
128
+ | proposal_generator | QNN_DLC | w8a16 | Qualcomm® Dragonwing™ IQ-8275 | 26.689 ms | 2 - 14 MB | NPU
129
+ | proposal_generator | QNN_DLC | w8a16 | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 27.041 ms | 4 - 10 MB | NPU
130
+ | proposal_generator | QNN_DLC | w8a16 | Qualcomm® SA8775P | 22.427 ms | 1 - 427 MB | NPU
131
+ | proposal_generator | QNN_DLC | w8a16 | Qualcomm® SA8650P | 22.427 ms | 1 - 427 MB | NPU
132
+ | proposal_generator | QNN_DLC | w8a16 | Qualcomm® SA8255P | 22.427 ms | 1 - 427 MB | NPU
133
+ | proposal_generator | QNN_DLC | w8a16 | Qualcomm® QCS8450 | 30.204 ms | 4 - 492 MB | NPU
134
+ | proposal_generator | QNN_DLC | w8a16 | Qualcomm® Dragonwing™ IQ-9075 | 22.574 ms | 3 - 14 MB | NPU
135
+ | proposal_generator | QNN_DLC | w8a16 | Qualcomm® Dragonwing™ IQ-X7181 | 26.066 ms | 4 - 4 MB | NPU
136
+ | proposal_generator | QNN_DLC | w8a16 | Qualcomm® Dragonwing™ Q-6690 | 298.336 ms | 4 - 592 MB | NPU
137
+ | proposal_generator | QNN_DLC | w8a16 | Qualcomm® Dragonwing™ Q-7790 | 32.555 ms | 4 - 457 MB | NPU
138
+ | proposal_generator | QNN_DLC | w8a16 | Qualcomm® Dragonwing™ Q-8750 | 17.989 ms | 4 - 419 MB | NPU
139
+ | proposal_generator | QNN_DLC | w8a16 | Qualcomm® SA8295P | 34.159 ms | 0 - 426 MB | NPU
140
+ | proposal_generator | QNN_DLC | w8a16 | Snapdragon® 7 Gen 4 Mobile | 32.555 ms | 4 - 457 MB | NPU
141
+ | proposal_generator | QNN_DLC | w8a8 | Snapdragon® 8 Elite Gen 5 For Galaxy Mobile | 7.183 ms | 2 - 410 MB | NPU
142
+ | proposal_generator | QNN_DLC | w8a8 | Snapdragon® 8 Elite For Galaxy Mobile | 8.959 ms | 2 - 407 MB | NPU
143
+ | proposal_generator | QNN_DLC | w8a8 | Snapdragon® X2 Elite | 7.387 ms | 2 - 2 MB | NPU
144
+ | proposal_generator | QNN_DLC | w8a8 | Snapdragon® X Elite | 14.214 ms | 2 - 2 MB | NPU
145
+ | proposal_generator | QNN_DLC | w8a8 | Snapdragon® 8 Gen 3 Mobile | 10.246 ms | 2 - 481 MB | NPU
146
+ | proposal_generator | QNN_DLC | w8a8 | Snapdragon® 8 Gen 1 Mobile | 16.387 ms | 2 - 469 MB | NPU
147
+ | proposal_generator | QNN_DLC | w8a8 | Qualcomm® Dragonwing™ QCS6490 | 43.377 ms | 4 - 10 MB | NPU
148
+ | proposal_generator | QNN_DLC | w8a8 | Qualcomm® Dragonwing™ IQ-8275 | 14.793 ms | 2 - 9 MB | NPU
149
+ | proposal_generator | QNN_DLC | w8a8 | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 13.968 ms | 2 - 6 MB | NPU
150
+ | proposal_generator | QNN_DLC | w8a8 | Qualcomm® SA8775P | 15.054 ms | 2 - 419 MB | NPU
151
+ | proposal_generator | QNN_DLC | w8a8 | Qualcomm® SA8650P | 15.054 ms | 2 - 419 MB | NPU
152
+ | proposal_generator | QNN_DLC | w8a8 | Qualcomm® SA8255P | 15.054 ms | 2 - 419 MB | NPU
153
+ | proposal_generator | QNN_DLC | w8a8 | Qualcomm® QCS8450 | 16.387 ms | 2 - 469 MB | NPU
154
+ | proposal_generator | QNN_DLC | w8a8 | Qualcomm® Dragonwing™ IQ-9075 | 15.378 ms | 4 - 10 MB | NPU
155
+ | proposal_generator | QNN_DLC | w8a8 | Qualcomm® Dragonwing™ IQ-X7181 | 14.214 ms | 2 - 2 MB | NPU
156
+ | proposal_generator | QNN_DLC | w8a8 | Qualcomm® Dragonwing™ Q-6690 | 147.973 ms | 2 - 474 MB | NPU
157
+ | proposal_generator | QNN_DLC | w8a8 | Qualcomm® Dragonwing™ Q-7790 | 18.293 ms | 2 - 396 MB | NPU
158
+ | proposal_generator | QNN_DLC | w8a8 | Qualcomm® Dragonwing™ Q-8750 | 8.959 ms | 2 - 407 MB | NPU
159
+ | proposal_generator | QNN_DLC | w8a8 | Qualcomm® SA8295P | 19.493 ms | 2 - 420 MB | NPU
160
+ | proposal_generator | QNN_DLC | w8a8 | Snapdragon® 7 Gen 4 Mobile | 18.293 ms | 2 - 396 MB | NPU
161
+ | proposal_generator | TFLITE | float | Snapdragon® 8 Elite For Galaxy Mobile | 19.565 ms | 10 - 529 MB | NPU
162
+ | proposal_generator | TFLITE | float | Snapdragon® 8 Gen 3 Mobile | 24.267 ms | 10 - 627 MB | NPU
163
+ | proposal_generator | TFLITE | float | Qualcomm® Dragonwing™ IQ-8275 | 52.135 ms | 0 - 59 MB | NPU
164
+ | proposal_generator | TFLITE | float | Qualcomm® Dragonwing™ Q-8750 | 19.565 ms | 10 - 529 MB | NPU
165
+ | proposal_generator | TFLITE | float | Qualcomm® SA8295P | 50.693 ms | 11 - 514 MB | NPU
166
+ | proposal_generator | TFLITE | w8a8 | Snapdragon® 8 Elite Gen 5 For Galaxy Mobile | 7.509 ms | 2 - 426 MB | NPU
167
+ | proposal_generator | TFLITE | w8a8 | Snapdragon® 8 Elite For Galaxy Mobile | 9.2 ms | 2 - 417 MB | NPU
168
+ | proposal_generator | TFLITE | w8a8 | Snapdragon® 8 Gen 3 Mobile | 13.169 ms | 1 - 458 MB | NPU
169
+ | proposal_generator | TFLITE | w8a8 | Snapdragon® 8 Gen 1 Mobile | 19.651 ms | 0 - 445 MB | NPU
170
+ | proposal_generator | TFLITE | w8a8 | Qualcomm® Dragonwing™ IQ-8275 | 16.845 ms | 3 - 31 MB | NPU
171
+ | proposal_generator | TFLITE | w8a8 | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 16.855 ms | 3 - 5 MB | NPU
172
+ | proposal_generator | TFLITE | w8a8 | Qualcomm® QCS8450 | 19.651 ms | 0 - 445 MB | NPU
173
+ | proposal_generator | TFLITE | w8a8 | Qualcomm® Dragonwing™ IQ-9075 | 17.054 ms | 1 - 28 MB | NPU
174
+ | proposal_generator | TFLITE | w8a8 | Qualcomm® Dragonwing™ Q-6690 | 138.371 ms | 2 - 461 MB | NPU
175
+ | proposal_generator | TFLITE | w8a8 | Qualcomm® Dragonwing™ Q-7790 | 24.982 ms | 1 - 414 MB | NPU
176
+ | proposal_generator | TFLITE | w8a8 | Qualcomm® Dragonwing™ Q-8750 | 9.2 ms | 2 - 417 MB | NPU
177
+ | proposal_generator | TFLITE | w8a8 | Qualcomm® SA8295P | 21.849 ms | 3 - 398 MB | NPU
178
+ | proposal_generator | TFLITE | w8a8 | Snapdragon® 7 Gen 4 Mobile | 24.982 ms | 1 - 414 MB | NPU
179
+ | roi_head | ONNX | float | Snapdragon® 8 Elite Gen 5 For Galaxy Mobile | 29.702 ms | 1 - 1070 MB | NPU
180
+ | roi_head | ONNX | float | Snapdragon® 8 Elite For Galaxy Mobile | 41.474 ms | 3 - 992 MB | NPU
181
+ | roi_head | ONNX | float | Snapdragon® X2 Elite | 33.471 ms | 10 - 10 MB | NPU
182
+ | roi_head | ONNX | float | Snapdragon® X Elite | 64.972 ms | 30 - 30 MB | NPU
183
+ | roi_head | ONNX | float | Snapdragon® 8 Gen 3 Mobile | 48.315 ms | 4 - 1203 MB | NPU
184
+ | roi_head | ONNX | float | Qualcomm® Dragonwing™ IQ-8275 | 104.155 ms | 10 - 24 MB | NPU
185
+ | roi_head | ONNX | float | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 64.872 ms | 0 - 33 MB | NPU
 
 
 
 
 
 
186
  | roi_head | ONNX | float | Qualcomm® QCS8450 | 97.651 ms | 1 - 439 MB | NPU
187
+ | roi_head | ONNX | float | Qualcomm® Dragonwing™ IQ-9075 | 94.443 ms | 10 - 23 MB | NPU
188
+ | roi_head | ONNX | float | Qualcomm® Dragonwing™ IQ-X7181 | 64.972 ms | 30 - 30 MB | NPU
189
+ | roi_head | ONNX | float | Qualcomm® Dragonwing™ Q-8750 | 41.474 ms | 3 - 992 MB | NPU
190
+ | roi_head | ONNX | w8a16 | Snapdragon® 8 Elite Gen 5 For Galaxy Mobile | 15.204 ms | 1 - 453 MB | NPU
191
+ | roi_head | ONNX | w8a16 | Snapdragon® 8 Elite For Galaxy Mobile | 18.59 ms | 2 - 450 MB | NPU
192
+ | roi_head | ONNX | w8a16 | Snapdragon® X2 Elite | 17.966 ms | 6 - 6 MB | NPU
193
+ | roi_head | ONNX | w8a16 | Snapdragon® X Elite | 33.325 ms | 13 - 13 MB | NPU
194
+ | roi_head | ONNX | w8a16 | Snapdragon® 8 Gen 3 Mobile | 23.893 ms | 5 - 468 MB | NPU
195
+ | roi_head | ONNX | w8a16 | Snapdragon® 8 Gen 1 Mobile | 46.178 ms | 5 - 467 MB | NPU
196
+ | roi_head | ONNX | w8a16 | Qualcomm® Dragonwing™ QCS6490 | 149.236 ms | 5 - 8 MB | NPU
197
+ | roi_head | ONNX | w8a16 | Qualcomm® Dragonwing™ IQ-8275 | 34.316 ms | 5 - 9 MB | NPU
198
+ | roi_head | ONNX | w8a16 | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 32.319 ms | 5 - 7 MB | NPU
199
+ | roi_head | ONNX | w8a16 | Qualcomm® QCS8450 | 46.178 ms | 5 - 467 MB | NPU
200
+ | roi_head | ONNX | w8a16 | Qualcomm® Dragonwing™ IQ-9075 | 33.047 ms | 5 - 8 MB | NPU
201
+ | roi_head | ONNX | w8a16 | Qualcomm® Dragonwing™ IQ-X7181 | 33.325 ms | 13 - 13 MB | NPU
202
+ | roi_head | ONNX | w8a16 | Qualcomm® Dragonwing™ Q-6690 | 591.87 ms | 5 - 688 MB | NPU
203
+ | roi_head | ONNX | w8a16 | Qualcomm® Dragonwing™ Q-7790 | 54.509 ms | 6 - 523 MB | NPU
204
+ | roi_head | ONNX | w8a16 | Qualcomm® Dragonwing™ Q-8750 | 18.59 ms | 2 - 450 MB | NPU
205
+ | roi_head | ONNX | w8a16 | Snapdragon® 7 Gen 4 Mobile | 54.509 ms | 6 - 523 MB | NPU
206
+ | roi_head | ONNX | w8a8 | Snapdragon® 8 Elite Gen 5 For Galaxy Mobile | 7.89 ms | 0 - 350 MB | NPU
207
+ | roi_head | ONNX | w8a8 | Snapdragon® 8 Elite For Galaxy Mobile | 9.78 ms | 2 - 342 MB | NPU
208
+ | roi_head | ONNX | w8a8 | Snapdragon® X2 Elite | 8.542 ms | 3 - 3 MB | NPU
209
+ | roi_head | ONNX | w8a8 | Snapdragon® X Elite | 19.986 ms | 16 - 16 MB | NPU
210
+ | roi_head | ONNX | w8a8 | Snapdragon® 8 Gen 3 Mobile | 13.719 ms | 3 - 381 MB | NPU
211
+ | roi_head | ONNX | w8a8 | Snapdragon® 8 Gen 1 Mobile | 40.93 ms | 3 - 382 MB | NPU
212
+ | roi_head | ONNX | w8a8 | Qualcomm® Dragonwing™ QCS6490 | 83.931 ms | 2 - 6 MB | NPU
213
+ | roi_head | ONNX | w8a8 | Qualcomm® Dragonwing™ IQ-8275 | 19.376 ms | 2 - 7 MB | NPU
214
+ | roi_head | ONNX | w8a8 | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 19.313 ms | 0 - 21 MB | NPU
215
+ | roi_head | ONNX | w8a8 | Qualcomm® QCS8450 | 40.93 ms | 3 - 382 MB | NPU
216
+ | roi_head | ONNX | w8a8 | Qualcomm® Dragonwing™ IQ-9075 | 19.83 ms | 2 - 6 MB | NPU
217
+ | roi_head | ONNX | w8a8 | Qualcomm® Dragonwing™ IQ-X7181 | 19.986 ms | 16 - 16 MB | NPU
218
+ | roi_head | ONNX | w8a8 | Qualcomm® Dragonwing™ Q-6690 | 317.61 ms | 0 - 465 MB | NPU
219
+ | roi_head | ONNX | w8a8 | Qualcomm® Dragonwing™ Q-7790 | 34.9 ms | 3 - 360 MB | NPU
220
+ | roi_head | ONNX | w8a8 | Qualcomm® Dragonwing™ Q-8750 | 9.78 ms | 2 - 342 MB | NPU
221
+ | roi_head | ONNX | w8a8 | Snapdragon® 7 Gen 4 Mobile | 34.9 ms | 3 - 360 MB | NPU
222
+ | roi_head | QNN_DLC | float | Snapdragon® 8 Elite Gen 5 For Galaxy Mobile | 29.631 ms | 10 - 1037 MB | NPU
223
+ | roi_head | QNN_DLC | float | Snapdragon® 8 Elite For Galaxy Mobile | 45.005 ms | 0 - 943 MB | NPU
224
+ | roi_head | QNN_DLC | float | Snapdragon® X Elite | 64.768 ms | 10 - 10 MB | NPU
225
+ | roi_head | QNN_DLC | float | Snapdragon® 8 Gen 3 Mobile | 47.651 ms | 8 - 1204 MB | NPU
226
+ | roi_head | QNN_DLC | float | Qualcomm® Dragonwing™ IQ-8275 | 104.31 ms | 10 - 22 MB | NPU
227
+ | roi_head | QNN_DLC | float | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 65.175 ms | 10 - 353 MB | NPU
 
228
  | roi_head | QNN_DLC | float | Qualcomm® SA8650P | 96.625 ms | 1 - 1377 MB | NPU
229
  | roi_head | QNN_DLC | float | Qualcomm® SA8255P | 96.625 ms | 1 - 1377 MB | NPU
230
+ | roi_head | QNN_DLC | float | Qualcomm® Dragonwing™ IQ-9075 | 93.538 ms | 12 - 24 MB | NPU
231
+ | roi_head | QNN_DLC | float | Qualcomm® Dragonwing™ IQ-X7181 | 64.768 ms | 10 - 10 MB | NPU
232
+ | roi_head | QNN_DLC | float | Qualcomm® Dragonwing™ Q-8750 | 45.005 ms | 0 - 943 MB | NPU
233
+ | roi_head | QNN_DLC | float | Qualcomm® SA8295P | 87.481 ms | 0 - 372 MB | NPU
234
+ | roi_head | QNN_DLC | w8a16 | Snapdragon® 8 Elite Gen 5 For Galaxy Mobile | 14.66 ms | 3 - 408 MB | NPU
235
+ | roi_head | QNN_DLC | w8a16 | Snapdragon® 8 Elite For Galaxy Mobile | 18.308 ms | 5 - 404 MB | NPU
236
+ | roi_head | QNN_DLC | w8a16 | Snapdragon® X2 Elite | 17.663 ms | 5 - 5 MB | NPU
237
+ | roi_head | QNN_DLC | w8a16 | Snapdragon® X Elite | 32.86 ms | 5 - 5 MB | NPU
238
+ | roi_head | QNN_DLC | w8a16 | Snapdragon® 8 Gen 3 Mobile | 22.931 ms | 5 - 421 MB | NPU
239
+ | roi_head | QNN_DLC | w8a16 | Snapdragon® 8 Gen 1 Mobile | 42.286 ms | 5 - 414 MB | NPU
240
+ | roi_head | QNN_DLC | w8a16 | Qualcomm® Dragonwing™ QCS6490 | 141.174 ms | 5 - 12 MB | NPU
241
+ | roi_head | QNN_DLC | w8a16 | Qualcomm® Dragonwing™ IQ-8275 | 33.537 ms | 1 - 9 MB | NPU
242
+ | roi_head | QNN_DLC | w8a16 | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 31.509 ms | 5 - 7 MB | NPU
243
+ | roi_head | QNN_DLC | w8a16 | Qualcomm® SA8775P | 31.365 ms | 1 - 357 MB | NPU
244
+ | roi_head | QNN_DLC | w8a16 | Qualcomm® SA8650P | 31.365 ms | 1 - 357 MB | NPU
245
+ | roi_head | QNN_DLC | w8a16 | Qualcomm® SA8255P | 31.365 ms | 1 - 357 MB | NPU
246
+ | roi_head | QNN_DLC | w8a16 | Qualcomm® QCS8450 | 42.286 ms | 5 - 414 MB | NPU
247
+ | roi_head | QNN_DLC | w8a16 | Qualcomm® Dragonwing™ IQ-9075 | 32.054 ms | 1 - 8 MB | NPU
248
+ | roi_head | QNN_DLC | w8a16 | Qualcomm® Dragonwing™ IQ-X7181 | 32.86 ms | 5 - 5 MB | NPU
249
+ | roi_head | QNN_DLC | w8a16 | Qualcomm® Dragonwing™ Q-6690 | 588.191 ms | 5 - 474 MB | NPU
250
+ | roi_head | QNN_DLC | w8a16 | Qualcomm® Dragonwing™ Q-7790 | 54.209 ms | 5 - 439 MB | NPU
251
+ | roi_head | QNN_DLC | w8a16 | Qualcomm® Dragonwing™ Q-8750 | 18.308 ms | 5 - 404 MB | NPU
252
+ | roi_head | QNN_DLC | w8a16 | Qualcomm® SA8295P | 50.306 ms | 1 - 363 MB | NPU
253
+ | roi_head | QNN_DLC | w8a16 | Snapdragon® 7 Gen 4 Mobile | 54.209 ms | 5 - 439 MB | NPU
254
+ | roi_head | QNN_DLC | w8a8 | Snapdragon® 8 Elite Gen 5 For Galaxy Mobile | 7.632 ms | 2 - 313 MB | NPU
255
+ | roi_head | QNN_DLC | w8a8 | Snapdragon® 8 Elite For Galaxy Mobile | 9.469 ms | 2 - 305 MB | NPU
256
+ | roi_head | QNN_DLC | w8a8 | Snapdragon® X2 Elite | 8.851 ms | 2 - 2 MB | NPU
257
+ | roi_head | QNN_DLC | w8a8 | Snapdragon® X Elite | 19.256 ms | 2 - 2 MB | NPU
258
+ | roi_head | QNN_DLC | w8a8 | Snapdragon® 8 Gen 3 Mobile | 13.179 ms | 2 - 337 MB | NPU
259
+ | roi_head | QNN_DLC | w8a8 | Snapdragon® 8 Gen 1 Mobile | 39.719 ms | 2 - 339 MB | NPU
260
+ | roi_head | QNN_DLC | w8a8 | Qualcomm® Dragonwing™ QCS6490 | 80.345 ms | 4 - 8 MB | NPU
261
+ | roi_head | QNN_DLC | w8a8 | Qualcomm® Dragonwing™ IQ-8275 | 18.773 ms | 2 - 8 MB | NPU
262
+ | roi_head | QNN_DLC | w8a8 | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 18.431 ms | 3 - 4 MB | NPU
263
+ | roi_head | QNN_DLC | w8a8 | Qualcomm® SA8775P | 18.752 ms | 0 - 291 MB | NPU
264
+ | roi_head | QNN_DLC | w8a8 | Qualcomm® SA8650P | 18.752 ms | 0 - 291 MB | NPU
265
+ | roi_head | QNN_DLC | w8a8 | Qualcomm® SA8255P | 18.752 ms | 0 - 291 MB | NPU
266
+ | roi_head | QNN_DLC | w8a8 | Qualcomm® QCS8450 | 39.719 ms | 2 - 339 MB | NPU
267
+ | roi_head | QNN_DLC | w8a8 | Qualcomm® Dragonwing™ IQ-9075 | 19.088 ms | 1 - 5 MB | NPU
268
+ | roi_head | QNN_DLC | w8a8 | Qualcomm® Dragonwing™ IQ-X7181 | 19.256 ms | 2 - 2 MB | NPU
269
+ | roi_head | QNN_DLC | w8a8 | Qualcomm® Dragonwing™ Q-6690 | 313.37 ms | 3 - 382 MB | NPU
270
+ | roi_head | QNN_DLC | w8a8 | Qualcomm® Dragonwing™ Q-7790 | 32.835 ms | 2 - 317 MB | NPU
271
+ | roi_head | QNN_DLC | w8a8 | Qualcomm® Dragonwing™ Q-8750 | 9.469 ms | 2 - 305 MB | NPU
272
+ | roi_head | QNN_DLC | w8a8 | Qualcomm® SA8295P | 27.57 ms | 0 - 293 MB | NPU
273
+ | roi_head | QNN_DLC | w8a8 | Snapdragon® 7 Gen 4 Mobile | 32.835 ms | 2 - 317 MB | NPU
274
+ | roi_head | TFLITE | float | Snapdragon® 8 Elite For Galaxy Mobile | 509.802 ms | 0 - 2878 MB | CPU
275
+ | roi_head | TFLITE | float | Snapdragon® 8 Gen 3 Mobile | 490.281 ms | 0 - 4427 MB | CPU
276
+ | roi_head | TFLITE | float | Qualcomm® Dragonwing™ IQ-8275 | 2264.088 ms | 0 - 4083 MB | CPU
277
+ | roi_head | TFLITE | float | Qualcomm® Dragonwing™ Q-8750 | 509.802 ms | 0 - 2878 MB | CPU
278
+ | roi_head | TFLITE | float | Qualcomm® SA8295P | 508.15 ms | 1 - 1400 MB | CPU
279
+ | roi_head | TFLITE | w8a8 | Snapdragon® 8 Elite Gen 5 For Galaxy Mobile | 158.48 ms | 0 - 1319 MB | NPU
280
+ | roi_head | TFLITE | w8a8 | Snapdragon® 8 Elite For Galaxy Mobile | 201.936 ms | 0 - 1211 MB | NPU
281
+ | roi_head | TFLITE | w8a8 | Snapdragon® 8 Gen 3 Mobile | 291.108 ms | 0 - 1464 MB | NPU
282
+ | roi_head | TFLITE | w8a8 | Snapdragon® 8 Gen 1 Mobile | 407.062 ms | 1 - 784 MB | NPU
283
+ | roi_head | TFLITE | w8a8 | Qualcomm® Dragonwing™ IQ-8275 | 338.332 ms | 0 - 35 MB | NPU
284
+ | roi_head | TFLITE | w8a8 | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 384.668 ms | 0 - 419 MB | NPU
285
+ | roi_head | TFLITE | w8a8 | Qualcomm® QCS8450 | 407.062 ms | 1 - 784 MB | NPU
286
+ | roi_head | TFLITE | w8a8 | Qualcomm® Dragonwing™ IQ-9075 | 356.395 ms | 0 - 34 MB | NPU
287
+ | roi_head | TFLITE | w8a8 | Qualcomm® Dragonwing™ Q-6690 | 6993.173 ms | 1144 - 2246 MB | NPU
288
+ | roi_head | TFLITE | w8a8 | Qualcomm® Dragonwing™ Q-7790 | 1495.065 ms | 1118 - 2264 MB | NPU
289
+ | roi_head | TFLITE | w8a8 | Qualcomm® Dragonwing™ Q-8750 | 201.936 ms | 0 - 1211 MB | NPU
290
+ | roi_head | TFLITE | w8a8 | Qualcomm® SA8295P | 383.961 ms | 0 - 616 MB | NPU
291
+ | roi_head | TFLITE | w8a8 | Snapdragon® 7 Gen 4 Mobile | 1495.065 ms | 1118 - 2264 MB | NPU
 
 
 
 
 
 
 
 
292
 
293
  ## License
294
  * The license for the original implementation of Detectron2-Detection can be found
release_assets.json CHANGED
@@ -1,26 +1,26 @@
1
  {
2
- "version": "0.62.2",
3
  "precisions": {
4
  "float": {
5
  "universal_assets": {
6
  "onnx": {
7
  "tool_versions": {
8
- "qairt": "2.45.0.260326154327",
9
  "onnx_runtime": "1.27.1"
10
  },
11
- "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/detectron2_detection/releases/v0.62.2/detectron2_detection-onnx-float.zip"
12
  },
13
  "qnn_dlc": {
14
  "tool_versions": {
15
- "qairt": "2.45.0.260326154327"
16
  },
17
- "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/detectron2_detection/releases/v0.62.2/detectron2_detection-qnn_dlc-float.zip"
18
  },
19
  "tflite": {
20
  "tool_versions": {
21
- "qairt": "2.45.0.260326154327"
22
  },
23
- "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/detectron2_detection/releases/v0.62.2/detectron2_detection-tflite-float.zip"
24
  }
25
  }
26
  },
@@ -28,16 +28,16 @@
28
  "universal_assets": {
29
  "onnx": {
30
  "tool_versions": {
31
- "qairt": "2.45.0.260326154327",
32
  "onnx_runtime": "1.27.1"
33
  },
34
- "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/detectron2_detection/releases/v0.62.2/detectron2_detection-onnx-w8a16.zip"
35
  },
36
  "qnn_dlc": {
37
  "tool_versions": {
38
- "qairt": "2.45.0.260326154327"
39
  },
40
- "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/detectron2_detection/releases/v0.62.2/detectron2_detection-qnn_dlc-w8a16.zip"
41
  }
42
  }
43
  },
@@ -45,22 +45,22 @@
45
  "universal_assets": {
46
  "onnx": {
47
  "tool_versions": {
48
- "qairt": "2.45.0.260326154327",
49
  "onnx_runtime": "1.27.1"
50
  },
51
- "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/detectron2_detection/releases/v0.62.2/detectron2_detection-onnx-w8a8.zip"
52
  },
53
  "qnn_dlc": {
54
  "tool_versions": {
55
- "qairt": "2.45.0.260326154327"
56
  },
57
- "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/detectron2_detection/releases/v0.62.2/detectron2_detection-qnn_dlc-w8a8.zip"
58
  },
59
  "tflite": {
60
  "tool_versions": {
61
- "qairt": "2.45.0.260326154327"
62
  },
63
- "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/detectron2_detection/releases/v0.62.2/detectron2_detection-tflite-w8a8.zip"
64
  }
65
  }
66
  }
 
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/detectron2_detection/releases/v0.63.0/detectron2_detection-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/detectron2_detection/releases/v0.63.0/detectron2_detection-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/detectron2_detection/releases/v0.63.0/detectron2_detection-tflite-float.zip"
24
  }
25
  }
26
  },
 
28
  "universal_assets": {
29
  "onnx": {
30
  "tool_versions": {
31
+ "qairt": "2.50.0.260828221209",
32
  "onnx_runtime": "1.27.1"
33
  },
34
+ "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/detectron2_detection/releases/v0.63.0/detectron2_detection-onnx-w8a16.zip"
35
  },
36
  "qnn_dlc": {
37
  "tool_versions": {
38
+ "qairt": "2.50.0.260828221209"
39
  },
40
+ "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/detectron2_detection/releases/v0.63.0/detectron2_detection-qnn_dlc-w8a16.zip"
41
  }
42
  }
43
  },
 
45
  "universal_assets": {
46
  "onnx": {
47
  "tool_versions": {
48
+ "qairt": "2.50.0.260828221209",
49
  "onnx_runtime": "1.27.1"
50
  },
51
+ "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/detectron2_detection/releases/v0.63.0/detectron2_detection-onnx-w8a8.zip"
52
  },
53
  "qnn_dlc": {
54
  "tool_versions": {
55
+ "qairt": "2.50.0.260828221209"
56
  },
57
+ "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/detectron2_detection/releases/v0.63.0/detectron2_detection-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/detectron2_detection/releases/v0.63.0/detectron2_detection-tflite-w8a8.zip"
64
  }
65
  }
66
  }