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Detectron2-Detection

Object Detection
PyTorch
android
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v0.60.0

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See https://github.com/qualcomm/ai-hub-models/releases/v0.60.0 for changelog.

Files changed (2) hide show
  1. README.md +250 -238
  2. release_assets.json +8 -8
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/v0.59.0/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).
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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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@@ -27,267 +27,279 @@ 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/v0.59.0/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/v0.59.0/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/v0.59.0/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/v0.59.0/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/v0.59.0/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/v0.59.0/detectron2_detection-qnn_dlc-w8a8.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/v0.59.0/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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- Use the [Qualcomm® AI Hub Models](https://github.com/qualcomm/ai-hub-models/blob/v0.59.0/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/v0.59.0/src/qai_hub_models/models/detectron2_detection) for usage instructions.
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  ## Model Details
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  **Model Type:** Model_use_case.object_detection
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  **Model Stats:**
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- - Model checkpoint: faster_rcnn_R_50_C4_1x
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  - Input resolution: 800x800
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- - Number of parameters: 33.8M
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  - Model size (float): 129 MB
 
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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® X2 Elite | 15.972 ms | 74 - 74 MB | NPU
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- | proposal_generator | ONNX | float | Snapdragon® X Elite | 33.24 ms | 72 - 72 MB | NPU
67
- | proposal_generator | ONNX | float | Snapdragon® 8 Gen 3 Mobile | 25.109 ms | 3 - 536 MB | NPU
68
- | proposal_generator | ONNX | float | Snapdragon® 8 Gen 1 Mobile | 63.265 ms | 1 - 484 MB | NPU
69
- | proposal_generator | ONNX | float | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 33.809 ms | 10 - 44 MB | NPU
70
- | proposal_generator | ONNX | float | Qualcomm® QCS8450 | 63.265 ms | 1 - 484 MB | NPU
71
- | proposal_generator | ONNX | float | Qualcomm® Dragonwing™ IQ-9075 | 54.263 ms | 7 - 17 MB | NPU
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- | proposal_generator | ONNX | float | Qualcomm® Dragonwing™ IQ-X7181 | 33.24 ms | 72 - 72 MB | NPU
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- | proposal_generator | ONNX | float | Qualcomm® Dragonwing™ Q-8750 | 20.727 ms | 28 - 488 MB | NPU
74
- | proposal_generator | ONNX | float | Snapdragon® 8 Elite Mobile | 20.727 ms | 28 - 488 MB | NPU
75
- | proposal_generator | ONNX | float | Snapdragon® 8 Elite Gen 5 Mobile | 16.052 ms | 26 - 497 MB | NPU
76
- | proposal_generator | ONNX | w8a16 | Snapdragon® X2 Elite | 10.836 ms | 36 - 36 MB | NPU
77
- | proposal_generator | ONNX | w8a16 | Snapdragon® X Elite | 19.438 ms | 33 - 33 MB | NPU
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- | proposal_generator | ONNX | w8a16 | Snapdragon® 8 Gen 3 Mobile | 13.725 ms | 17 - 558 MB | NPU
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- | proposal_generator | ONNX | w8a16 | Snapdragon® 8 Gen 1 Mobile | 34.484 ms | 15 - 530 MB | NPU
80
- | proposal_generator | ONNX | w8a16 | Qualcomm® Dragonwing™ QCS6490 | 114.846 ms | 16 - 18 MB | NPU
81
- | proposal_generator | ONNX | w8a16 | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 19.18 ms | 6 - 31 MB | NPU
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- | proposal_generator | ONNX | w8a16 | Qualcomm® QCS8450 | 34.484 ms | 15 - 530 MB | NPU
83
- | proposal_generator | ONNX | w8a16 | Qualcomm® Dragonwing™ IQ-9075 | 19.758 ms | 18 - 21 MB | NPU
84
- | proposal_generator | ONNX | w8a16 | Qualcomm® Dragonwing™ IQ-X7181 | 19.438 ms | 33 - 33 MB | NPU
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- | proposal_generator | ONNX | w8a16 | Qualcomm® Dragonwing™ Q-8750 | 11.604 ms | 16 - 481 MB | NPU
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- | proposal_generator | ONNX | w8a16 | Snapdragon® 8 Elite Mobile | 11.604 ms | 16 - 481 MB | NPU
87
- | proposal_generator | ONNX | w8a16 | Snapdragon® 8 Elite Gen 5 Mobile | 9.596 ms | 13 - 490 MB | NPU
88
- | proposal_generator | ONNX | w8a8 | Snapdragon® X2 Elite | 4.538 ms | 18 - 18 MB | NPU
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- | proposal_generator | ONNX | w8a8 | Snapdragon® X Elite | 10.973 ms | 20 - 20 MB | NPU
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- | proposal_generator | ONNX | w8a8 | Snapdragon® 8 Gen 3 Mobile | 8.274 ms | 9 - 503 MB | NPU
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- | proposal_generator | ONNX | w8a8 | Snapdragon® 8 Gen 1 Mobile | 15.713 ms | 7 - 493 MB | NPU
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- | proposal_generator | ONNX | w8a8 | Qualcomm® Dragonwing™ QCS6490 | 46.711 ms | 8 - 11 MB | NPU
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- | proposal_generator | ONNX | w8a8 | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 11.435 ms | 1 - 303 MB | NPU
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- | proposal_generator | ONNX | w8a8 | Qualcomm® QCS8450 | 15.713 ms | 7 - 493 MB | NPU
95
- | proposal_generator | ONNX | w8a8 | Qualcomm® Dragonwing™ IQ-9075 | 11.449 ms | 7 - 10 MB | NPU
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- | proposal_generator | ONNX | w8a8 | Qualcomm® Dragonwing™ IQ-X7181 | 10.973 ms | 20 - 20 MB | NPU
97
- | proposal_generator | ONNX | w8a8 | Qualcomm® Dragonwing™ Q-8750 | 6.126 ms | 8 - 434 MB | NPU
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- | proposal_generator | ONNX | w8a8 | Snapdragon® 8 Elite Mobile | 6.126 ms | 8 - 434 MB | NPU
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- | proposal_generator | ONNX | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 4.521 ms | 9 - 447 MB | NPU
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- | proposal_generator | QNN_DLC | float | Snapdragon® X2 Elite | 22.353 ms | 7 - 7 MB | NPU
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- | proposal_generator | QNN_DLC | float | Snapdragon® X Elite | 54.609 ms | 7 - 7 MB | NPU
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- | proposal_generator | QNN_DLC | float | Snapdragon® 8 Gen 3 Mobile | 37.047 ms | 7 - 553 MB | NPU
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- | proposal_generator | QNN_DLC | float | Snapdragon® 8 Gen 1 Mobile | 85.367 ms | 9 - 504 MB | NPU
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- | proposal_generator | QNN_DLC | float | Qualcomm® Dragonwing™ QCS8275 | 184.776 ms | 1 - 468 MB | NPU
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- | proposal_generator | QNN_DLC | float | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 54.435 ms | 8 - 10 MB | NPU
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- | proposal_generator | QNN_DLC | float | Qualcomm® SA8775P | 67.626 ms | 1 - 468 MB | NPU
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- | proposal_generator | QNN_DLC | float | Qualcomm® SA8650P | 67.626 ms | 1 - 468 MB | NPU
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- | proposal_generator | QNN_DLC | float | Qualcomm® SA8255P | 67.626 ms | 1 - 468 MB | NPU
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- | proposal_generator | QNN_DLC | float | Qualcomm® QCS8450 | 85.367 ms | 9 - 504 MB | NPU
110
- | proposal_generator | QNN_DLC | float | Qualcomm® Dragonwing™ IQ-9075 | 67.419 ms | 7 - 27 MB | NPU
111
- | proposal_generator | QNN_DLC | float | Qualcomm® Dragonwing™ IQ-X7181 | 54.609 ms | 7 - 7 MB | NPU
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- | proposal_generator | QNN_DLC | float | Qualcomm® Dragonwing™ Q-8750 | 28.212 ms | 0 - 475 MB | NPU
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- | proposal_generator | QNN_DLC | float | Qualcomm® SA7255P | 184.776 ms | 1 - 468 MB | NPU
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- | proposal_generator | QNN_DLC | float | Qualcomm® SA8295P | 76.845 ms | 0 - 433 MB | NPU
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- | proposal_generator | QNN_DLC | float | Snapdragon® 8 Elite Mobile | 28.212 ms | 0 - 475 MB | NPU
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- | proposal_generator | QNN_DLC | float | Snapdragon® 8 Elite Gen 5 Mobile | 21.765 ms | 7 - 501 MB | NPU
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- | proposal_generator | QNN_DLC | w8a16 | Snapdragon® X2 Elite | 24.695 ms | 4 - 4 MB | NPU
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- | proposal_generator | QNN_DLC | w8a16 | Snapdragon® X Elite | 56.209 ms | 4 - 4 MB | NPU
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- | proposal_generator | QNN_DLC | w8a16 | Snapdragon® 8 Gen 3 Mobile | 36.717 ms | 4 - 755 MB | NPU
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- | proposal_generator | QNN_DLC | w8a16 | Snapdragon® 8 Gen 1 Mobile | 61.008 ms | 4 - 735 MB | NPU
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- | proposal_generator | QNN_DLC | w8a16 | Qualcomm® Dragonwing™ QCS6490 | 198.852 ms | 6 - 16 MB | NPU
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- | proposal_generator | QNN_DLC | w8a16 | Qualcomm® Dragonwing™ QCS8275 | 97.627 ms | 0 - 546 MB | NPU
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- | proposal_generator | QNN_DLC | w8a16 | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 54.318 ms | 4 - 6 MB | NPU
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- | proposal_generator | QNN_DLC | w8a16 | Qualcomm® SA8775P | 54.765 ms | 0 - 546 MB | NPU
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- | proposal_generator | QNN_DLC | w8a16 | Qualcomm® SA8650P | 54.765 ms | 0 - 546 MB | NPU
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- | proposal_generator | QNN_DLC | w8a16 | Qualcomm® SA8255P | 54.765 ms | 0 - 546 MB | NPU
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- | proposal_generator | QNN_DLC | w8a16 | Qualcomm® QCS8450 | 61.008 ms | 4 - 735 MB | NPU
128
- | proposal_generator | QNN_DLC | w8a16 | Qualcomm® Dragonwing™ IQ-9075 | 54.782 ms | 3 - 13 MB | NPU
129
- | proposal_generator | QNN_DLC | w8a16 | Qualcomm® Dragonwing™ IQ-X7181 | 56.209 ms | 4 - 4 MB | NPU
130
- | proposal_generator | QNN_DLC | w8a16 | Qualcomm® Dragonwing™ Q-6690 | 436.093 ms | 4 - 538 MB | NPU
131
- | proposal_generator | QNN_DLC | w8a16 | Qualcomm® Dragonwing™ Q-7790 | 63.529 ms | 4 - 531 MB | NPU
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- | proposal_generator | QNN_DLC | w8a16 | Qualcomm® Dragonwing™ Q-8750 | 25.464 ms | 4 - 442 MB | NPU
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- | proposal_generator | QNN_DLC | w8a16 | Qualcomm® SA7255P | 97.627 ms | 0 - 546 MB | NPU
134
- | proposal_generator | QNN_DLC | w8a16 | Qualcomm® SA8295P | 65.868 ms | 0 - 542 MB | NPU
135
- | proposal_generator | QNN_DLC | w8a16 | Snapdragon® 8 Elite Mobile | 25.464 ms | 4 - 442 MB | NPU
136
- | proposal_generator | QNN_DLC | w8a16 | Snapdragon® 8 Elite Gen 5 Mobile | 23.039 ms | 1 - 452 MB | NPU
137
- | proposal_generator | QNN_DLC | w8a16 | Snapdragon® 7 Gen 4 Mobile | 63.529 ms | 4 - 531 MB | NPU
138
- | proposal_generator | QNN_DLC | w8a8 | Snapdragon® X2 Elite | 21.191 ms | 2 - 2 MB | NPU
139
- | proposal_generator | QNN_DLC | w8a8 | Snapdragon® X Elite | 41.342 ms | 2 - 2 MB | NPU
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- | proposal_generator | QNN_DLC | w8a8 | Snapdragon® 8 Gen 3 Mobile | 27.356 ms | 2 - 493 MB | NPU
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- | proposal_generator | QNN_DLC | w8a8 | Snapdragon® 8 Gen 1 Mobile | 47.411 ms | 2 - 488 MB | NPU
142
- | proposal_generator | QNN_DLC | w8a8 | Qualcomm® Dragonwing™ QCS6490 | 76.501 ms | 2 - 8 MB | NPU
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- | proposal_generator | QNN_DLC | w8a8 | Qualcomm® Dragonwing™ QCS8275 | 71.763 ms | 2 - 439 MB | NPU
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- | proposal_generator | QNN_DLC | w8a8 | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 40.423 ms | 2 - 6 MB | NPU
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- | proposal_generator | QNN_DLC | w8a8 | Qualcomm® SA8775P | 40.407 ms | 2 - 439 MB | NPU
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- | proposal_generator | QNN_DLC | w8a8 | Qualcomm® SA8650P | 40.407 ms | 2 - 439 MB | NPU
147
- | proposal_generator | QNN_DLC | w8a8 | Qualcomm® SA8255P | 40.407 ms | 2 - 439 MB | NPU
148
- | proposal_generator | QNN_DLC | w8a8 | Qualcomm® QCS8450 | 47.411 ms | 2 - 488 MB | NPU
149
- | proposal_generator | QNN_DLC | w8a8 | Qualcomm® Dragonwing™ IQ-9075 | 51.126 ms | 1 - 7 MB | NPU
150
- | proposal_generator | QNN_DLC | w8a8 | Qualcomm® Dragonwing™ IQ-X7181 | 41.342 ms | 2 - 2 MB | NPU
151
- | proposal_generator | QNN_DLC | w8a8 | Qualcomm® Dragonwing™ Q-6690 | 208.59 ms | 2 - 440 MB | NPU
152
- | proposal_generator | QNN_DLC | w8a8 | Qualcomm® Dragonwing™ Q-7790 | 29.405 ms | 2 - 435 MB | NPU
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- | proposal_generator | QNN_DLC | w8a8 | Qualcomm® Dragonwing™ Q-8750 | 23.611 ms | 2 - 441 MB | NPU
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- | proposal_generator | QNN_DLC | w8a8 | Qualcomm® SA7255P | 71.763 ms | 2 - 439 MB | NPU
155
- | proposal_generator | QNN_DLC | w8a8 | Qualcomm® SA8295P | 45.096 ms | 2 - 440 MB | NPU
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- | proposal_generator | QNN_DLC | w8a8 | Snapdragon® 8 Elite Mobile | 23.611 ms | 2 - 441 MB | NPU
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- | proposal_generator | QNN_DLC | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 20.917 ms | 2 - 441 MB | NPU
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- | proposal_generator | QNN_DLC | w8a8 | Snapdragon® 7 Gen 4 Mobile | 29.405 ms | 2 - 435 MB | NPU
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- | proposal_generator | TFLITE | float | Snapdragon® 8 Gen 3 Mobile | 36.942 ms | 10 - 583 MB | NPU
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- | proposal_generator | TFLITE | float | Qualcomm® SA8295P | 77.823 ms | 11 - 452 MB | NPU
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- | proposal_generator | TFLITE | float | Snapdragon® 8 Elite Gen 5 Mobile | 22.054 ms | 10 - 505 MB | NPU
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- | proposal_generator | TFLITE | w8a8 | Snapdragon® 8 Gen 3 Mobile | 29.852 ms | 1 - 500 MB | NPU
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- | proposal_generator | TFLITE | w8a8 | Snapdragon® 8 Gen 1 Mobile | 47.023 ms | 3 - 498 MB | NPU
164
- | proposal_generator | TFLITE | w8a8 | Qualcomm® Dragonwing™ QCS8275 | 73.36 ms | 3 - 443 MB | NPU
165
- | proposal_generator | TFLITE | w8a8 | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 43.196 ms | 3 - 6 MB | NPU
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- | proposal_generator | TFLITE | w8a8 | Qualcomm® SA8775P | 43.172 ms | 3 - 443 MB | NPU
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- | proposal_generator | TFLITE | w8a8 | Qualcomm® SA8650P | 43.172 ms | 3 - 443 MB | NPU
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- | proposal_generator | TFLITE | w8a8 | Qualcomm® SA8255P | 43.172 ms | 3 - 443 MB | NPU
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- | proposal_generator | TFLITE | w8a8 | Qualcomm® QCS8450 | 47.023 ms | 3 - 498 MB | NPU
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- | proposal_generator | TFLITE | w8a8 | Qualcomm® Dragonwing™ IQ-9075 | 43.102 ms | 2 - 29 MB | NPU
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- | proposal_generator | TFLITE | w8a8 | Qualcomm® Dragonwing™ Q-7790 | 36.991 ms | 3 - 450 MB | NPU
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- | proposal_generator | TFLITE | w8a8 | Qualcomm® Dragonwing™ Q-8750 | 25.414 ms | 2 - 431 MB | NPU
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- | proposal_generator | TFLITE | w8a8 | Qualcomm® SA7255P | 73.36 ms | 3 - 443 MB | NPU
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- | proposal_generator | TFLITE | w8a8 | Qualcomm® SA8295P | 49.769 ms | 3 - 444 MB | NPU
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- | proposal_generator | TFLITE | w8a8 | Snapdragon® 8 Elite Mobile | 25.414 ms | 2 - 431 MB | NPU
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- | proposal_generator | TFLITE | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 23.497 ms | 3 - 452 MB | NPU
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- | proposal_generator | TFLITE | w8a8 | Snapdragon® 7 Gen 4 Mobile | 36.991 ms | 3 - 450 MB | NPU
178
- | roi_head | ONNX | float | Snapdragon® X2 Elite | 31.71 ms | 10 - 10 MB | NPU
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- | roi_head | ONNX | float | Snapdragon® X Elite | 64.259 ms | 30 - 30 MB | NPU
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- | roi_head | ONNX | float | Snapdragon® 8 Gen 3 Mobile | 48.559 ms | 10 - 1420 MB | NPU
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- | roi_head | ONNX | float | Snapdragon® 8 Gen 1 Mobile | 96.23 ms | 1 - 437 MB | NPU
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- | roi_head | ONNX | float | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 64.519 ms | 0 - 34 MB | NPU
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- | roi_head | ONNX | float | Qualcomm® QCS8450 | 96.23 ms | 1 - 437 MB | NPU
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- | roi_head | ONNX | float | Qualcomm® Dragonwing™ IQ-9075 | 94.774 ms | 10 - 22 MB | NPU
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- | roi_head | ONNX | float | Qualcomm® Dragonwing™ IQ-X7181 | 64.259 ms | 30 - 30 MB | NPU
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- | roi_head | ONNX | float | Qualcomm® Dragonwing™ Q-8750 | 40.176 ms | 2 - 1191 MB | NPU
187
- | roi_head | ONNX | float | Snapdragon® 8 Elite Mobile | 40.176 ms | 2 - 1191 MB | NPU
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- | roi_head | ONNX | float | Snapdragon® 8 Elite Gen 5 Mobile | 28.091 ms | 1 - 1291 MB | NPU
189
- | roi_head | ONNX | w8a16 | Snapdragon® X2 Elite | 15.974 ms | 6 - 6 MB | NPU
190
- | roi_head | ONNX | w8a16 | Snapdragon® X Elite | 32.741 ms | 13 - 13 MB | NPU
191
- | roi_head | ONNX | w8a16 | Snapdragon® 8 Gen 3 Mobile | 25.921 ms | 5 - 454 MB | NPU
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- | roi_head | ONNX | w8a16 | Snapdragon® 8 Gen 1 Mobile | 48.922 ms | 5 - 453 MB | NPU
193
- | roi_head | ONNX | w8a16 | Qualcomm® Dragonwing™ QCS6490 | 193.198 ms | 5 - 8 MB | NPU
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- | roi_head | ONNX | w8a16 | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 32.467 ms | 0 - 408 MB | NPU
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- | roi_head | ONNX | w8a16 | Qualcomm® QCS8450 | 48.922 ms | 5 - 453 MB | NPU
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- | roi_head | ONNX | w8a16 | Qualcomm® Dragonwing™ IQ-9075 | 32.646 ms | 5 - 8 MB | NPU
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- | roi_head | ONNX | w8a16 | Qualcomm® Dragonwing™ IQ-X7181 | 32.741 ms | 13 - 13 MB | NPU
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- | roi_head | ONNX | w8a16 | Qualcomm® Dragonwing™ Q-8750 | 19.427 ms | 1 - 440 MB | NPU
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- | roi_head | ONNX | w8a16 | Snapdragon® 8 Elite Mobile | 19.427 ms | 1 - 440 MB | NPU
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- | roi_head | ONNX | w8a16 | Snapdragon® 8 Elite Gen 5 Mobile | 14.082 ms | 1 - 444 MB | NPU
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- | roi_head | ONNX | w8a8 | Snapdragon® X2 Elite | 9.045 ms | 3 - 3 MB | NPU
202
- | roi_head | ONNX | w8a8 | Snapdragon® X Elite | 19.111 ms | 15 - 15 MB | NPU
203
- | roi_head | ONNX | w8a8 | Snapdragon® 8 Gen 3 Mobile | 12.52 ms | 3 - 355 MB | NPU
204
- | roi_head | ONNX | w8a8 | Snapdragon® 8 Gen 1 Mobile | 43.158 ms | 3 - 352 MB | NPU
205
- | roi_head | ONNX | w8a8 | Qualcomm® Dragonwing™ QCS6490 | 98.86 ms | 2 - 5 MB | NPU
206
- | roi_head | ONNX | w8a8 | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 18.368 ms | 0 - 21 MB | NPU
207
- | roi_head | ONNX | w8a8 | Qualcomm® QCS8450 | 43.158 ms | 3 - 352 MB | NPU
208
- | roi_head | ONNX | w8a8 | Qualcomm® Dragonwing™ IQ-9075 | 19.075 ms | 2 - 5 MB | NPU
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- | roi_head | ONNX | w8a8 | Qualcomm® Dragonwing™ IQ-X7181 | 19.111 ms | 15 - 15 MB | NPU
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- | roi_head | ONNX | w8a8 | Qualcomm® Dragonwing™ Q-8750 | 10.028 ms | 0 - 319 MB | NPU
211
- | roi_head | ONNX | w8a8 | Snapdragon® 8 Elite Mobile | 10.028 ms | 0 - 319 MB | NPU
212
- | roi_head | ONNX | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 8.396 ms | 2 - 323 MB | NPU
213
- | roi_head | QNN_DLC | float | Snapdragon® X2 Elite | 31.311 ms | 10 - 10 MB | NPU
214
- | roi_head | QNN_DLC | float | Snapdragon® X Elite | 64.039 ms | 10 - 10 MB | NPU
215
- | roi_head | QNN_DLC | float | Snapdragon® 8 Gen 3 Mobile | 49.025 ms | 0 - 1657 MB | NPU
216
- | roi_head | QNN_DLC | float | Snapdragon® 8 Gen 1 Mobile | 116.545 ms | 3 - 435 MB | NPU
217
- | roi_head | QNN_DLC | float | Qualcomm® Dragonwing™ QCS8275 | 332.793 ms | 0 - 1466 MB | NPU
218
- | roi_head | QNN_DLC | float | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 64.261 ms | 10 - 13 MB | NPU
219
- | roi_head | QNN_DLC | float | Qualcomm® SA8775P | 96.144 ms | 0 - 1466 MB | NPU
220
- | roi_head | QNN_DLC | float | Qualcomm® SA8650P | 96.144 ms | 0 - 1466 MB | NPU
221
- | roi_head | QNN_DLC | float | Qualcomm® SA8255P | 96.144 ms | 0 - 1466 MB | NPU
222
- | roi_head | QNN_DLC | float | Qualcomm® QCS8450 | 116.545 ms | 3 - 435 MB | NPU
223
- | roi_head | QNN_DLC | float | Qualcomm® Dragonwing™ IQ-9075 | 94.499 ms | 10 - 21 MB | NPU
224
- | roi_head | QNN_DLC | float | Qualcomm® Dragonwing™ IQ-X7181 | 64.039 ms | 10 - 10 MB | NPU
225
- | roi_head | QNN_DLC | float | Qualcomm® Dragonwing™ Q-8750 | 40.804 ms | 10 - 1367 MB | NPU
226
- | roi_head | QNN_DLC | float | Qualcomm® SA7255P | 332.793 ms | 0 - 1466 MB | NPU
227
- | roi_head | QNN_DLC | float | Qualcomm® SA8295P | 88.759 ms | 1 - 388 MB | NPU
228
- | roi_head | QNN_DLC | float | Snapdragon® 8 Elite Mobile | 40.804 ms | 10 - 1367 MB | NPU
229
- | roi_head | QNN_DLC | float | Snapdragon® 8 Elite Gen 5 Mobile | 27.613 ms | 10 - 1461 MB | NPU
230
- | roi_head | QNN_DLC | w8a16 | Snapdragon® X2 Elite | 15.947 ms | 5 - 5 MB | NPU
231
- | roi_head | QNN_DLC | w8a16 | Snapdragon® X Elite | 31.841 ms | 5 - 5 MB | NPU
232
- | roi_head | QNN_DLC | w8a16 | Snapdragon® 8 Gen 3 Mobile | 25.319 ms | 5 - 439 MB | NPU
233
- | roi_head | QNN_DLC | w8a16 | Snapdragon® 8 Gen 1 Mobile | 47.416 ms | 5 - 436 MB | NPU
234
- | roi_head | QNN_DLC | w8a16 | Qualcomm® Dragonwing™ QCS6490 | 187.526 ms | 5 - 11 MB | NPU
235
- | roi_head | QNN_DLC | w8a16 | Qualcomm® Dragonwing™ QCS8275 | 96.923 ms | 5 - 384 MB | NPU
236
- | roi_head | QNN_DLC | w8a16 | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 31.588 ms | 5 - 7 MB | NPU
237
- | roi_head | QNN_DLC | w8a16 | Qualcomm® SA8775P | 31.549 ms | 0 - 379 MB | NPU
238
- | roi_head | QNN_DLC | w8a16 | Qualcomm® SA8650P | 31.549 ms | 0 - 379 MB | NPU
239
- | roi_head | QNN_DLC | w8a16 | Qualcomm® SA8255P | 31.549 ms | 0 - 379 MB | NPU
240
- | roi_head | QNN_DLC | w8a16 | Qualcomm® QCS8450 | 47.416 ms | 5 - 436 MB | NPU
241
- | roi_head | QNN_DLC | w8a16 | Qualcomm® Dragonwing™ IQ-9075 | 31.561 ms | 3 - 9 MB | NPU
242
- | roi_head | QNN_DLC | w8a16 | Qualcomm® Dragonwing™ IQ-X7181 | 31.841 ms | 5 - 5 MB | NPU
243
- | roi_head | QNN_DLC | w8a16 | Qualcomm® Dragonwing™ Q-6690 | 642.262 ms | 5 - 521 MB | NPU
244
- | roi_head | QNN_DLC | w8a16 | Qualcomm® Dragonwing™ Q-7790 | 53.807 ms | 5 - 470 MB | NPU
245
- | roi_head | QNN_DLC | w8a16 | Qualcomm® Dragonwing™ Q-8750 | 18.627 ms | 5 - 428 MB | NPU
246
- | roi_head | QNN_DLC | w8a16 | Qualcomm® SA7255P | 96.923 ms | 5 - 384 MB | NPU
247
- | roi_head | QNN_DLC | w8a16 | Qualcomm® SA8295P | 51.641 ms | 0 - 380 MB | NPU
248
- | roi_head | QNN_DLC | w8a16 | Snapdragon® 8 Elite Mobile | 18.627 ms | 5 - 428 MB | NPU
249
- | roi_head | QNN_DLC | w8a16 | Snapdragon® 8 Elite Gen 5 Mobile | 14.112 ms | 5 - 431 MB | NPU
250
- | roi_head | QNN_DLC | w8a16 | Snapdragon® 7 Gen 4 Mobile | 53.807 ms | 5 - 470 MB | NPU
251
- | roi_head | QNN_DLC | w8a8 | Snapdragon® X2 Elite | 9.405 ms | 2 - 2 MB | NPU
252
- | roi_head | QNN_DLC | w8a8 | Snapdragon® X Elite | 19.519 ms | 2 - 2 MB | NPU
253
- | roi_head | QNN_DLC | w8a8 | Snapdragon® 8 Gen 3 Mobile | 12.522 ms | 2 - 351 MB | NPU
254
- | roi_head | QNN_DLC | w8a8 | Snapdragon® 8 Gen 1 Mobile | 34.236 ms | 2 - 349 MB | NPU
255
- | roi_head | QNN_DLC | w8a8 | Qualcomm® Dragonwing™ QCS6490 | 98.397 ms | 1 - 5 MB | NPU
256
- | roi_head | QNN_DLC | w8a8 | Qualcomm® Dragonwing™ QCS8275 | 48.894 ms | 2 - 303 MB | NPU
257
- | roi_head | QNN_DLC | w8a8 | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 18.755 ms | 3 - 5 MB | NPU
258
- | roi_head | QNN_DLC | w8a8 | Qualcomm® SA8775P | 19.375 ms | 1 - 301 MB | NPU
259
- | roi_head | QNN_DLC | w8a8 | Qualcomm® SA8650P | 19.375 ms | 1 - 301 MB | NPU
260
- | roi_head | QNN_DLC | w8a8 | Qualcomm® SA8255P | 19.375 ms | 1 - 301 MB | NPU
261
- | roi_head | QNN_DLC | w8a8 | Qualcomm® QCS8450 | 34.236 ms | 2 - 349 MB | NPU
262
- | roi_head | QNN_DLC | w8a8 | Qualcomm® Dragonwing™ IQ-9075 | 19.517 ms | 1 - 5 MB | NPU
263
- | roi_head | QNN_DLC | w8a8 | Qualcomm® Dragonwing™ IQ-X7181 | 19.519 ms | 2 - 2 MB | NPU
264
- | roi_head | QNN_DLC | w8a8 | Qualcomm® Dragonwing™ Q-6690 | 301.57 ms | 3 - 383 MB | NPU
265
- | roi_head | QNN_DLC | w8a8 | Qualcomm® Dragonwing™ Q-7790 | 30.482 ms | 2 - 326 MB | NPU
266
- | roi_head | QNN_DLC | w8a8 | Qualcomm® Dragonwing™ Q-8750 | 10.014 ms | 2 - 316 MB | NPU
267
- | roi_head | QNN_DLC | w8a8 | Qualcomm® SA7255P | 48.894 ms | 2 - 303 MB | NPU
268
- | roi_head | QNN_DLC | w8a8 | Qualcomm® SA8295P | 28.131 ms | 0 - 302 MB | NPU
269
- | roi_head | QNN_DLC | w8a8 | Snapdragon® 8 Elite Mobile | 10.014 ms | 2 - 316 MB | NPU
270
- | roi_head | QNN_DLC | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 8.303 ms | 2 - 321 MB | NPU
271
- | roi_head | QNN_DLC | w8a8 | Snapdragon® 7 Gen 4 Mobile | 30.482 ms | 2 - 326 MB | NPU
272
- | roi_head | TFLITE | float | Snapdragon® 8 Gen 3 Mobile | 495.773 ms | 0 - 3365 MB | CPU
273
- | roi_head | TFLITE | float | Qualcomm® SA8295P | 521.47 ms | 1 - 1601 MB | CPU
274
- | roi_head | TFLITE | float | Snapdragon® 8 Elite Gen 5 Mobile | 1998.678 ms | 0 - 2991 MB | NPU
275
- | roi_head | TFLITE | w8a8 | Snapdragon® 8 Gen 3 Mobile | 290.365 ms | 0 - 1595 MB | NPU
276
- | roi_head | TFLITE | w8a8 | Snapdragon® 8 Gen 1 Mobile | 872.277 ms | 1 - 819 MB | NPU
277
- | roi_head | TFLITE | w8a8 | Qualcomm® Dragonwing™ QCS8275 | 515.775 ms | 0 - 1278 MB | NPU
278
- | roi_head | TFLITE | w8a8 | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 368.031 ms | 0 - 2058 MB | NPU
279
- | roi_head | TFLITE | w8a8 | Qualcomm® SA8775P | 366.916 ms | 0 - 1278 MB | NPU
280
- | roi_head | TFLITE | w8a8 | Qualcomm® SA8650P | 366.916 ms | 0 - 1278 MB | NPU
281
- | roi_head | TFLITE | w8a8 | Qualcomm® SA8255P | 366.916 ms | 0 - 1278 MB | NPU
282
- | roi_head | TFLITE | w8a8 | Qualcomm® QCS8450 | 872.277 ms | 1 - 819 MB | NPU
283
- | roi_head | TFLITE | w8a8 | Qualcomm® Dragonwing™ IQ-9075 | 351.831 ms | 0 - 35 MB | NPU
284
- | roi_head | TFLITE | w8a8 | Qualcomm® Dragonwing™ Q-7790 | 1821.735 ms | 1136 - 2395 MB | NPU
285
- | roi_head | TFLITE | w8a8 | Qualcomm® Dragonwing™ Q-8750 | 195.782 ms | 0 - 1348 MB | NPU
286
- | roi_head | TFLITE | w8a8 | Qualcomm® SA7255P | 515.775 ms | 0 - 1278 MB | NPU
287
- | roi_head | TFLITE | w8a8 | Qualcomm® SA8295P | 385.004 ms | 0 - 665 MB | NPU
288
- | roi_head | TFLITE | w8a8 | Snapdragon® 8 Elite Mobile | 195.782 ms | 0 - 1348 MB | NPU
289
- | roi_head | TFLITE | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 161.264 ms | 0 - 1472 MB | NPU
290
- | roi_head | TFLITE | w8a8 | Snapdragon® 7 Gen 4 Mobile | 1821.735 ms | 1136 - 2395 MB | NPU
 
 
 
 
 
 
 
 
 
 
 
 
291
 
292
  ## License
293
  * 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/v0.60.0/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 2.45, ONNX Runtime 1.27.1 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/detectron2_detection/releases/v0.60.0/detectron2_detection-onnx-float.zip)
31
+ | 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/v0.60.0/detectron2_detection-onnx-w8a16.zip)
32
+ | 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/v0.60.0/detectron2_detection-onnx-w8a8.zip)
33
+ | 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/v0.60.0/detectron2_detection-qnn_dlc-float.zip)
34
+ | 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/v0.60.0/detectron2_detection-qnn_dlc-w8a16.zip)
35
+ | 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/v0.60.0/detectron2_detection-qnn_dlc-w8a8.zip)
36
+ | TFLITE | w8a8 | Universal | QAIRT 2.45 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/detectron2_detection/releases/v0.60.0/detectron2_detection-tflite-w8a8.zip)
37
 
38
  For more device-specific assets and performance metrics, visit **[Detectron2-Detection on Qualcomm® AI Hub](https://aihub.qualcomm.com/models/detectron2_detection)**.
39
 
40
 
41
  ### Option 2: Export with Custom Configurations
42
 
43
+ Use the [Qualcomm® AI Hub Models](https://github.com/qualcomm/ai-hub-models/blob/v0.60.0/src/qai_hub_models/models/detectron2_detection) Python library to compile and export the model with your own:
44
  - Custom weights (e.g., fine-tuned checkpoints)
45
  - Custom input shapes
46
  - Target device and runtime configurations
47
 
48
  This option is ideal if you need to customize the model beyond the default configuration provided here.
49
 
50
+ See our repository for [Detectron2-Detection on GitHub](https://github.com/qualcomm/ai-hub-models/blob/v0.60.0/src/qai_hub_models/models/detectron2_detection) for usage instructions.
51
 
52
  ## Model Details
53
 
54
  **Model Type:** Model_use_case.object_detection
55
 
56
  **Model Stats:**
 
57
  - Input resolution: 800x800
58
+ - Model checkpoint: faster_rcnn_R_50_C4_1x
59
  - Model size (float): 129 MB
60
+ - Number of parameters: 33.8M
61
 
62
  ## Performance Summary
63
  | Model | Runtime | Precision | Chipset | Inference Time (ms) | Peak Memory Range (MB) | Primary Compute Unit
64
  |---|---|---|---|---|---|---
65
+ | proposal_generator | ONNX | float | Snapdragon® X2 Elite | 21.351 ms | 74 - 74 MB | NPU
66
+ | proposal_generator | ONNX | float | Snapdragon® X Elite | 33.406 ms | 66 - 66 MB | NPU
67
+ | proposal_generator | ONNX | float | Snapdragon® 8 Gen 3 Mobile | 25.158 ms | 1 - 535 MB | NPU
68
+ | proposal_generator | ONNX | float | Snapdragon® 8 Gen 1 Mobile | 63.638 ms | 1 - 483 MB | NPU
69
+ | proposal_generator | ONNX | float | Qualcomm® Dragonwing™ IQ-8275 | 51.33 ms | 7 - 18 MB | NPU
70
+ | proposal_generator | ONNX | float | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 33.881 ms | 29 - 32 MB | NPU
71
+ | proposal_generator | ONNX | float | Qualcomm® QCS8450 | 63.638 ms | 1 - 483 MB | NPU
72
+ | proposal_generator | ONNX | float | Qualcomm® Dragonwing™ IQ-9075 | 49.284 ms | 7 - 17 MB | NPU
73
+ | proposal_generator | ONNX | float | Qualcomm® Dragonwing™ IQ-X7181 | 33.406 ms | 66 - 66 MB | NPU
74
+ | proposal_generator | ONNX | float | Qualcomm® Dragonwing™ Q-8750 | 20.528 ms | 25 - 485 MB | NPU
75
+ | proposal_generator | ONNX | float | Snapdragon® 8 Elite Mobile | 20.528 ms | 25 - 485 MB | NPU
76
+ | proposal_generator | ONNX | float | Snapdragon® 8 Elite Gen 5 Mobile | 15.937 ms | 26 - 497 MB | NPU
77
+ | proposal_generator | ONNX | w8a16 | Snapdragon® X2 Elite | 10.806 ms | 36 - 36 MB | NPU
78
+ | proposal_generator | ONNX | w8a16 | Snapdragon® X Elite | 19.616 ms | 36 - 36 MB | NPU
79
+ | proposal_generator | ONNX | w8a16 | Snapdragon® 8 Gen 3 Mobile | 13.614 ms | 17 - 560 MB | NPU
80
+ | proposal_generator | ONNX | w8a16 | Snapdragon® 8 Gen 1 Mobile | 34.295 ms | 15 - 530 MB | NPU
81
+ | proposal_generator | ONNX | w8a16 | Qualcomm® Dragonwing™ QCS6490 | 115.168 ms | 19 - 22 MB | NPU
82
+ | proposal_generator | ONNX | w8a16 | Qualcomm® Dragonwing™ IQ-8275 | 19.75 ms | 14 - 18 MB | NPU
83
+ | proposal_generator | ONNX | w8a16 | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 19.179 ms | 6 - 30 MB | NPU
84
+ | proposal_generator | ONNX | w8a16 | Qualcomm® QCS8450 | 34.295 ms | 15 - 530 MB | NPU
85
+ | proposal_generator | ONNX | w8a16 | Qualcomm® Dragonwing™ IQ-9075 | 24.28 ms | 18 - 21 MB | NPU
86
+ | proposal_generator | ONNX | w8a16 | Qualcomm® Dragonwing™ IQ-X7181 | 19.616 ms | 36 - 36 MB | NPU
87
+ | proposal_generator | ONNX | w8a16 | Qualcomm® Dragonwing™ Q-6690 | 250.262 ms | 9 - 570 MB | NPU
88
+ | proposal_generator | ONNX | w8a16 | Qualcomm® Dragonwing™ Q-7790 | 33.177 ms | 16 - 500 MB | NPU
89
+ | proposal_generator | ONNX | w8a16 | Qualcomm® Dragonwing™ Q-8750 | 11.673 ms | 13 - 479 MB | NPU
90
+ | proposal_generator | ONNX | w8a16 | Snapdragon® 8 Elite Mobile | 11.673 ms | 13 - 479 MB | NPU
91
+ | proposal_generator | ONNX | w8a16 | Snapdragon® 8 Elite Gen 5 Mobile | 9.603 ms | 14 - 492 MB | NPU
92
+ | proposal_generator | ONNX | w8a16 | Snapdragon® 7 Gen 4 Mobile | 33.177 ms | 16 - 500 MB | NPU
93
+ | proposal_generator | ONNX | w8a8 | Snapdragon® X2 Elite | 4.576 ms | 18 - 18 MB | NPU
94
+ | proposal_generator | ONNX | w8a8 | Snapdragon® X Elite | 11.077 ms | 20 - 20 MB | NPU
95
+ | proposal_generator | ONNX | w8a8 | Snapdragon® 8 Gen 3 Mobile | 8.195 ms | 9 - 503 MB | NPU
96
+ | proposal_generator | ONNX | w8a8 | Snapdragon® 8 Gen 1 Mobile | 15.735 ms | 7 - 493 MB | NPU
97
+ | proposal_generator | ONNX | w8a8 | Qualcomm® Dragonwing™ QCS6490 | 46.365 ms | 14 - 17 MB | NPU
98
+ | proposal_generator | ONNX | w8a8 | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 11.247 ms | 0 - 28 MB | NPU
99
+ | proposal_generator | ONNX | w8a8 | Qualcomm® QCS8450 | 15.735 ms | 7 - 493 MB | NPU
100
+ | proposal_generator | ONNX | w8a8 | Qualcomm® Dragonwing™ IQ-9075 | 13.497 ms | 9 - 12 MB | NPU
101
+ | proposal_generator | ONNX | w8a8 | Qualcomm® Dragonwing™ IQ-X7181 | 11.077 ms | 20 - 20 MB | NPU
102
+ | proposal_generator | ONNX | w8a8 | Qualcomm® Dragonwing™ Q-6690 | 133.299 ms | 0 - 426 MB | NPU
103
+ | proposal_generator | ONNX | w8a8 | Qualcomm® Dragonwing™ Q-7790 | 18.67 ms | 9 - 445 MB | NPU
104
+ | proposal_generator | ONNX | w8a8 | Qualcomm® Dragonwing™ Q-8750 | 6.207 ms | 9 - 431 MB | NPU
105
+ | proposal_generator | ONNX | w8a8 | Snapdragon® 8 Elite Mobile | 6.207 ms | 9 - 431 MB | NPU
106
+ | proposal_generator | ONNX | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 4.515 ms | 8 - 447 MB | NPU
107
+ | proposal_generator | ONNX | w8a8 | Snapdragon® 7 Gen 4 Mobile | 18.67 ms | 9 - 445 MB | NPU
108
+ | proposal_generator | QNN_DLC | float | Snapdragon® X2 Elite | 22.076 ms | 7 - 7 MB | NPU
109
+ | proposal_generator | QNN_DLC | float | Snapdragon® X Elite | 54.574 ms | 7 - 7 MB | NPU
110
+ | proposal_generator | QNN_DLC | float | Snapdragon® 8 Gen 3 Mobile | 37.131 ms | 7 - 553 MB | NPU
111
+ | proposal_generator | QNN_DLC | float | Snapdragon® 8 Gen 1 Mobile | 85.643 ms | 7 - 502 MB | NPU
112
+ | proposal_generator | QNN_DLC | float | Qualcomm® Dragonwing™ IQ-8275 | 184.435 ms | 0 - 468 MB | NPU
113
+ | proposal_generator | QNN_DLC | float | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 53.898 ms | 8 - 10 MB | NPU
114
+ | proposal_generator | QNN_DLC | float | Qualcomm® SA8775P | 67.45 ms | 1 - 469 MB | NPU
115
+ | proposal_generator | QNN_DLC | float | Qualcomm® SA8650P | 67.45 ms | 1 - 469 MB | NPU
116
+ | proposal_generator | QNN_DLC | float | Qualcomm® SA8255P | 67.45 ms | 1 - 469 MB | NPU
117
+ | proposal_generator | QNN_DLC | float | Qualcomm® QCS8450 | 85.643 ms | 7 - 502 MB | NPU
118
+ | proposal_generator | QNN_DLC | float | Qualcomm® Dragonwing™ IQ-9075 | 67.872 ms | 7 - 27 MB | NPU
119
+ | proposal_generator | QNN_DLC | float | Qualcomm® Dragonwing™ IQ-X7181 | 54.574 ms | 7 - 7 MB | NPU
120
+ | proposal_generator | QNN_DLC | float | Qualcomm® Dragonwing™ Q-8750 | 28.01 ms | 0 - 479 MB | NPU
121
+ | proposal_generator | QNN_DLC | float | Qualcomm® SA7255P | 184.435 ms | 0 - 468 MB | NPU
122
+ | proposal_generator | QNN_DLC | float | Snapdragon® 8 Elite Mobile | 28.01 ms | 0 - 479 MB | NPU
123
+ | proposal_generator | QNN_DLC | float | Snapdragon® 8 Elite Gen 5 Mobile | 21.673 ms | 7 - 500 MB | NPU
124
+ | proposal_generator | QNN_DLC | w8a16 | Snapdragon® X2 Elite | 24.708 ms | 4 - 4 MB | NPU
125
+ | proposal_generator | QNN_DLC | w8a16 | Snapdragon® X Elite | 55.875 ms | 4 - 4 MB | NPU
126
+ | proposal_generator | QNN_DLC | w8a16 | Snapdragon® 8 Gen 3 Mobile | 36.681 ms | 4 - 757 MB | NPU
127
+ | proposal_generator | QNN_DLC | w8a16 | Snapdragon® 8 Gen 1 Mobile | 61.477 ms | 4 - 735 MB | NPU
128
+ | proposal_generator | QNN_DLC | w8a16 | Qualcomm® Dragonwing™ QCS6490 | 198.731 ms | 4 - 14 MB | NPU
129
+ | proposal_generator | QNN_DLC | w8a16 | Qualcomm® Dragonwing™ IQ-8275 | 97.65 ms | 0 - 545 MB | NPU
130
+ | proposal_generator | QNN_DLC | w8a16 | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 54.627 ms | 4 - 365 MB | NPU
131
+ | proposal_generator | QNN_DLC | w8a16 | Qualcomm® SA8775P | 54.711 ms | 2 - 547 MB | NPU
132
+ | proposal_generator | QNN_DLC | w8a16 | Qualcomm® SA8650P | 54.711 ms | 2 - 547 MB | NPU
133
+ | proposal_generator | QNN_DLC | w8a16 | Qualcomm® SA8255P | 54.711 ms | 2 - 547 MB | NPU
134
+ | proposal_generator | QNN_DLC | w8a16 | Qualcomm® QCS8450 | 61.477 ms | 4 - 735 MB | NPU
135
+ | proposal_generator | QNN_DLC | w8a16 | Qualcomm® Dragonwing™ IQ-9075 | 55.237 ms | 3 - 14 MB | NPU
136
+ | proposal_generator | QNN_DLC | w8a16 | Qualcomm® Dragonwing™ IQ-X7181 | 55.875 ms | 4 - 4 MB | NPU
137
+ | proposal_generator | QNN_DLC | w8a16 | Qualcomm® Dragonwing™ Q-6690 | 443.618 ms | 4 - 537 MB | NPU
138
+ | proposal_generator | QNN_DLC | w8a16 | Qualcomm® Dragonwing™ Q-7790 | 64.111 ms | 4 - 530 MB | NPU
139
+ | proposal_generator | QNN_DLC | w8a16 | Qualcomm® Dragonwing™ Q-8750 | 25.436 ms | 4 - 441 MB | NPU
140
+ | proposal_generator | QNN_DLC | w8a16 | Qualcomm® SA7255P | 97.65 ms | 0 - 545 MB | NPU
141
+ | proposal_generator | QNN_DLC | w8a16 | Qualcomm® SA8295P | 65.74 ms | 0 - 542 MB | NPU
142
+ | proposal_generator | QNN_DLC | w8a16 | Snapdragon® 8 Elite Mobile | 25.436 ms | 4 - 441 MB | NPU
143
+ | proposal_generator | QNN_DLC | w8a16 | Snapdragon® 8 Elite Gen 5 Mobile | 23.135 ms | 4 - 456 MB | NPU
144
+ | proposal_generator | QNN_DLC | w8a16 | Snapdragon® 7 Gen 4 Mobile | 64.111 ms | 4 - 530 MB | NPU
145
+ | proposal_generator | QNN_DLC | w8a8 | Snapdragon® X2 Elite | 21.273 ms | 2 - 2 MB | NPU
146
+ | proposal_generator | QNN_DLC | w8a8 | Snapdragon® X Elite | 41.526 ms | 2 - 2 MB | NPU
147
+ | proposal_generator | QNN_DLC | w8a8 | Snapdragon® 8 Gen 3 Mobile | 27.409 ms | 2 - 494 MB | NPU
148
+ | proposal_generator | QNN_DLC | w8a8 | Snapdragon® 8 Gen 1 Mobile | 47.456 ms | 2 - 488 MB | NPU
149
+ | proposal_generator | QNN_DLC | w8a8 | Qualcomm® Dragonwing™ QCS6490 | 75.741 ms | 1 - 7 MB | NPU
150
+ | proposal_generator | QNN_DLC | w8a8 | Qualcomm® Dragonwing™ IQ-8275 | 71.732 ms | 2 - 439 MB | NPU
151
+ | proposal_generator | QNN_DLC | w8a8 | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 40.018 ms | 2 - 6 MB | NPU
152
+ | proposal_generator | QNN_DLC | w8a8 | Qualcomm® SA8775P | 40.353 ms | 2 - 439 MB | NPU
153
+ | proposal_generator | QNN_DLC | w8a8 | Qualcomm® SA8650P | 40.353 ms | 2 - 439 MB | NPU
154
+ | proposal_generator | QNN_DLC | w8a8 | Qualcomm® SA8255P | 40.353 ms | 2 - 439 MB | NPU
155
+ | proposal_generator | QNN_DLC | w8a8 | Qualcomm® QCS8450 | 47.456 ms | 2 - 488 MB | NPU
156
+ | proposal_generator | QNN_DLC | w8a8 | Qualcomm® Dragonwing™ IQ-9075 | 41.162 ms | 0 - 6 MB | NPU
157
+ | proposal_generator | QNN_DLC | w8a8 | Qualcomm® Dragonwing™ IQ-X7181 | 41.526 ms | 2 - 2 MB | NPU
158
+ | proposal_generator | QNN_DLC | w8a8 | Qualcomm® Dragonwing™ Q-6690 | 218.301 ms | 2 - 440 MB | NPU
159
+ | proposal_generator | QNN_DLC | w8a8 | Qualcomm® Dragonwing™ Q-7790 | 29.421 ms | 2 - 435 MB | NPU
160
+ | proposal_generator | QNN_DLC | w8a8 | Qualcomm® Dragonwing™ Q-8750 | 23.613 ms | 2 - 440 MB | NPU
161
+ | proposal_generator | QNN_DLC | w8a8 | Qualcomm® SA7255P | 71.732 ms | 2 - 439 MB | NPU
162
+ | proposal_generator | QNN_DLC | w8a8 | Qualcomm® SA8295P | 45.094 ms | 2 - 439 MB | NPU
163
+ | proposal_generator | QNN_DLC | w8a8 | Snapdragon® 8 Elite Mobile | 23.613 ms | 2 - 440 MB | NPU
164
+ | proposal_generator | QNN_DLC | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 20.832 ms | 2 - 440 MB | NPU
165
+ | proposal_generator | QNN_DLC | w8a8 | Snapdragon® 7 Gen 4 Mobile | 29.421 ms | 2 - 435 MB | NPU
166
+ | proposal_generator | TFLITE | float | Qualcomm® SA8295P | 77.836 ms | 11 - 452 MB | NPU
167
+ | proposal_generator | TFLITE | float | Snapdragon® 8 Elite Gen 5 Mobile | 21.95 ms | 10 - 505 MB | NPU
168
+ | proposal_generator | TFLITE | w8a8 | Snapdragon® 8 Gen 3 Mobile | 29.607 ms | 2 - 504 MB | NPU
169
+ | proposal_generator | TFLITE | w8a8 | Snapdragon® 8 Gen 1 Mobile | 46.628 ms | 3 - 493 MB | NPU
170
+ | proposal_generator | TFLITE | w8a8 | Qualcomm® Dragonwing™ IQ-8275 | 73.145 ms | 3 - 443 MB | NPU
171
+ | proposal_generator | TFLITE | w8a8 | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 42.845 ms | 3 - 6 MB | NPU
172
+ | proposal_generator | TFLITE | w8a8 | Qualcomm® SA8775P | 43.255 ms | 3 - 444 MB | NPU
173
+ | proposal_generator | TFLITE | w8a8 | Qualcomm® SA8650P | 43.255 ms | 3 - 444 MB | NPU
174
+ | proposal_generator | TFLITE | w8a8 | Qualcomm® SA8255P | 43.255 ms | 3 - 444 MB | NPU
175
+ | proposal_generator | TFLITE | w8a8 | Qualcomm® QCS8450 | 46.628 ms | 3 - 493 MB | NPU
176
+ | proposal_generator | TFLITE | w8a8 | Qualcomm® Dragonwing™ IQ-9075 | 43.158 ms | 0 - 27 MB | NPU
177
+ | proposal_generator | TFLITE | w8a8 | Qualcomm® Dragonwing™ Q-7790 | 36.492 ms | 1 - 448 MB | NPU
178
+ | proposal_generator | TFLITE | w8a8 | Qualcomm® Dragonwing™ Q-8750 | 25.229 ms | 1 - 434 MB | NPU
179
+ | proposal_generator | TFLITE | w8a8 | Qualcomm® SA7255P | 73.145 ms | 3 - 443 MB | NPU
180
+ | proposal_generator | TFLITE | w8a8 | Qualcomm® SA8295P | 49.788 ms | 3 - 444 MB | NPU
181
+ | proposal_generator | TFLITE | w8a8 | Snapdragon® 8 Elite Mobile | 25.229 ms | 1 - 434 MB | NPU
182
+ | proposal_generator | TFLITE | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 23.488 ms | 1 - 450 MB | NPU
183
+ | proposal_generator | TFLITE | w8a8 | Snapdragon® 7 Gen 4 Mobile | 36.492 ms | 1 - 448 MB | NPU
184
+ | roi_head | ONNX | float | Snapdragon® X2 Elite | 31.711 ms | 10 - 10 MB | NPU
185
+ | roi_head | ONNX | float | Snapdragon® X Elite | 64.084 ms | 30 - 30 MB | NPU
186
+ | roi_head | ONNX | float | Snapdragon® 8 Gen 3 Mobile | 49.053 ms | 1 - 1366 MB | NPU
187
+ | roi_head | ONNX | float | Snapdragon® 8 Gen 1 Mobile | 95.827 ms | 1 - 437 MB | NPU
188
+ | roi_head | ONNX | float | Qualcomm® Dragonwing™ IQ-8275 | 103.78 ms | 10 - 23 MB | NPU
189
+ | roi_head | ONNX | float | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 64.93 ms | 0 - 578 MB | NPU
190
+ | roi_head | ONNX | float | Qualcomm® QCS8450 | 95.827 ms | 1 - 437 MB | NPU
191
+ | roi_head | ONNX | float | Qualcomm® Dragonwing™ IQ-9075 | 94.329 ms | 10 - 22 MB | NPU
192
+ | roi_head | ONNX | float | Qualcomm® Dragonwing™ IQ-X7181 | 64.084 ms | 30 - 30 MB | NPU
193
+ | roi_head | ONNX | float | Qualcomm® Dragonwing™ Q-8750 | 41.214 ms | 1 - 1177 MB | NPU
194
+ | roi_head | ONNX | float | Snapdragon® 8 Elite Mobile | 41.214 ms | 1 - 1177 MB | NPU
195
+ | roi_head | ONNX | float | Snapdragon® 8 Elite Gen 5 Mobile | 28.12 ms | 1 - 1271 MB | NPU
196
+ | roi_head | ONNX | w8a16 | Snapdragon® X2 Elite | 16.074 ms | 6 - 6 MB | NPU
197
+ | roi_head | ONNX | w8a16 | Snapdragon® X Elite | 32.78 ms | 13 - 13 MB | NPU
198
+ | roi_head | ONNX | w8a16 | Snapdragon® 8 Gen 3 Mobile | 25.858 ms | 5 - 456 MB | NPU
199
+ | roi_head | ONNX | w8a16 | Snapdragon® 8 Gen 1 Mobile | 48.697 ms | 5 - 452 MB | NPU
200
+ | roi_head | ONNX | w8a16 | Qualcomm® Dragonwing™ QCS6490 | 193.235 ms | 5 - 8 MB | NPU
201
+ | roi_head | ONNX | w8a16 | Qualcomm® Dragonwing™ IQ-8275 | 35.118 ms | 5 - 8 MB | NPU
202
+ | roi_head | ONNX | w8a16 | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 32.769 ms | 0 - 18 MB | NPU
203
+ | roi_head | ONNX | w8a16 | Qualcomm® QCS8450 | 48.697 ms | 5 - 452 MB | NPU
204
+ | roi_head | ONNX | w8a16 | Qualcomm® Dragonwing™ IQ-9075 | 32.695 ms | 5 - 8 MB | NPU
205
+ | roi_head | ONNX | w8a16 | Qualcomm® Dragonwing™ IQ-X7181 | 32.78 ms | 13 - 13 MB | NPU
206
+ | roi_head | ONNX | w8a16 | Qualcomm® Dragonwing™ Q-6690 | 568.848 ms | 5 - 826 MB | NPU
207
+ | roi_head | ONNX | w8a16 | Qualcomm® Dragonwing™ Q-7790 | 60.534 ms | 5 - 535 MB | NPU
208
+ | roi_head | ONNX | w8a16 | Qualcomm® Dragonwing™ Q-8750 | 19.165 ms | 1 - 441 MB | NPU
209
+ | roi_head | ONNX | w8a16 | Snapdragon® 8 Elite Mobile | 19.165 ms | 1 - 441 MB | NPU
210
+ | roi_head | ONNX | w8a16 | Snapdragon® 8 Elite Gen 5 Mobile | 14.076 ms | 1 - 444 MB | NPU
211
+ | roi_head | ONNX | w8a16 | Snapdragon® 7 Gen 4 Mobile | 60.534 ms | 5 - 535 MB | NPU
212
+ | roi_head | ONNX | w8a8 | Snapdragon® X2 Elite | 9.027 ms | 2 - 2 MB | NPU
213
+ | roi_head | ONNX | w8a8 | Snapdragon® X Elite | 19.064 ms | 14 - 14 MB | NPU
214
+ | roi_head | ONNX | w8a8 | Snapdragon® 8 Gen 3 Mobile | 12.617 ms | 3 - 357 MB | NPU
215
+ | roi_head | ONNX | w8a8 | Snapdragon® 8 Gen 1 Mobile | 43.185 ms | 3 - 353 MB | NPU
216
+ | roi_head | ONNX | w8a8 | Qualcomm® Dragonwing™ QCS6490 | 99.29 ms | 2 - 5 MB | NPU
217
+ | roi_head | ONNX | w8a8 | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 18.487 ms | 0 - 21 MB | NPU
218
+ | roi_head | ONNX | w8a8 | Qualcomm® QCS8450 | 43.185 ms | 3 - 353 MB | NPU
219
+ | roi_head | ONNX | w8a8 | Qualcomm® Dragonwing™ IQ-9075 | 19.084 ms | 2 - 5 MB | NPU
220
+ | roi_head | ONNX | w8a8 | Qualcomm® Dragonwing™ IQ-X7181 | 19.064 ms | 14 - 14 MB | NPU
221
+ | roi_head | ONNX | w8a8 | Qualcomm® Dragonwing™ Q-6690 | 292.253 ms | 3 - 472 MB | NPU
222
+ | roi_head | ONNX | w8a8 | Qualcomm® Dragonwing™ Q-7790 | 31.51 ms | 2 - 342 MB | NPU
223
+ | roi_head | ONNX | w8a8 | Qualcomm® Dragonwing™ Q-8750 | 9.999 ms | 0 - 317 MB | NPU
224
+ | roi_head | ONNX | w8a8 | Snapdragon® 8 Elite Mobile | 9.999 ms | 0 - 317 MB | NPU
225
+ | roi_head | ONNX | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 8.395 ms | 1 - 323 MB | NPU
226
+ | roi_head | ONNX | w8a8 | Snapdragon® 7 Gen 4 Mobile | 31.51 ms | 2 - 342 MB | NPU
227
+ | roi_head | QNN_DLC | float | Snapdragon® X2 Elite | 31.297 ms | 10 - 10 MB | NPU
228
+ | roi_head | QNN_DLC | float | Snapdragon® X Elite | 64.027 ms | 10 - 10 MB | NPU
229
+ | roi_head | QNN_DLC | float | Snapdragon® 8 Gen 3 Mobile | 48.787 ms | 10 - 1667 MB | NPU
230
+ | roi_head | QNN_DLC | float | Snapdragon® 8 Gen 1 Mobile | 116.784 ms | 9 - 437 MB | NPU
231
+ | roi_head | QNN_DLC | float | Qualcomm® Dragonwing™ IQ-8275 | 332.706 ms | 0 - 1466 MB | NPU
232
+ | roi_head | QNN_DLC | float | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 64.415 ms | 10 - 12 MB | NPU
233
+ | roi_head | QNN_DLC | float | Qualcomm® SA8775P | 96.175 ms | 0 - 1466 MB | NPU
234
+ | roi_head | QNN_DLC | float | Qualcomm® SA8650P | 96.175 ms | 0 - 1466 MB | NPU
235
+ | roi_head | QNN_DLC | float | Qualcomm® SA8255P | 96.175 ms | 0 - 1466 MB | NPU
236
+ | roi_head | QNN_DLC | float | Qualcomm® QCS8450 | 116.784 ms | 9 - 437 MB | NPU
237
+ | roi_head | QNN_DLC | float | Qualcomm® Dragonwing™ IQ-9075 | 94.248 ms | 10 - 21 MB | NPU
238
+ | roi_head | QNN_DLC | float | Qualcomm® Dragonwing™ IQ-X7181 | 64.027 ms | 10 - 10 MB | NPU
239
+ | roi_head | QNN_DLC | float | Qualcomm® Dragonwing™ Q-8750 | 39.535 ms | 0 - 1349 MB | NPU
240
+ | roi_head | QNN_DLC | float | Qualcomm® SA7255P | 332.706 ms | 0 - 1466 MB | NPU
241
+ | roi_head | QNN_DLC | float | Snapdragon® 8 Elite Mobile | 39.535 ms | 0 - 1349 MB | NPU
242
+ | roi_head | QNN_DLC | float | Snapdragon® 8 Elite Gen 5 Mobile | 28.167 ms | 10 - 1458 MB | NPU
243
+ | roi_head | QNN_DLC | w8a16 | Snapdragon® X2 Elite | 15.84 ms | 5 - 5 MB | NPU
244
+ | roi_head | QNN_DLC | w8a16 | Snapdragon® X Elite | 31.87 ms | 5 - 5 MB | NPU
245
+ | roi_head | QNN_DLC | w8a16 | Snapdragon® 8 Gen 3 Mobile | 25.238 ms | 5 - 439 MB | NPU
246
+ | roi_head | QNN_DLC | w8a16 | Snapdragon® 8 Gen 1 Mobile | 48.139 ms | 5 - 436 MB | NPU
247
+ | roi_head | QNN_DLC | w8a16 | Qualcomm® Dragonwing™ QCS6490 | 187.107 ms | 5 - 11 MB | NPU
248
+ | roi_head | QNN_DLC | w8a16 | Qualcomm® Dragonwing™ IQ-8275 | 96.939 ms | 5 - 384 MB | NPU
249
+ | roi_head | QNN_DLC | w8a16 | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 31.596 ms | 5 - 348 MB | NPU
250
+ | roi_head | QNN_DLC | w8a16 | Qualcomm® SA8775P | 31.538 ms | 1 - 380 MB | NPU
251
+ | roi_head | QNN_DLC | w8a16 | Qualcomm® SA8650P | 31.538 ms | 1 - 380 MB | NPU
252
+ | roi_head | QNN_DLC | w8a16 | Qualcomm® SA8255P | 31.538 ms | 1 - 380 MB | NPU
253
+ | roi_head | QNN_DLC | w8a16 | Qualcomm® QCS8450 | 48.139 ms | 5 - 436 MB | NPU
254
+ | roi_head | QNN_DLC | w8a16 | Qualcomm® Dragonwing™ IQ-9075 | 31.673 ms | 3 - 9 MB | NPU
255
+ | roi_head | QNN_DLC | w8a16 | Qualcomm® Dragonwing™ IQ-X7181 | 31.87 ms | 5 - 5 MB | NPU
256
+ | roi_head | QNN_DLC | w8a16 | Qualcomm® Dragonwing™ Q-6690 | 641.381 ms | 5 - 521 MB | NPU
257
+ | roi_head | QNN_DLC | w8a16 | Qualcomm® Dragonwing™ Q-7790 | 53.775 ms | 5 - 471 MB | NPU
258
+ | roi_head | QNN_DLC | w8a16 | Qualcomm® Dragonwing™ Q-8750 | 18.926 ms | 5 - 430 MB | NPU
259
+ | roi_head | QNN_DLC | w8a16 | Qualcomm® SA7255P | 96.939 ms | 5 - 384 MB | NPU
260
+ | roi_head | QNN_DLC | w8a16 | Qualcomm® SA8295P | 51.656 ms | 0 - 381 MB | NPU
261
+ | roi_head | QNN_DLC | w8a16 | Snapdragon® 8 Elite Mobile | 18.926 ms | 5 - 430 MB | NPU
262
+ | roi_head | QNN_DLC | w8a16 | Snapdragon® 8 Elite Gen 5 Mobile | 14.1 ms | 5 - 431 MB | NPU
263
+ | roi_head | QNN_DLC | w8a16 | Snapdragon® 7 Gen 4 Mobile | 53.775 ms | 5 - 471 MB | NPU
264
+ | roi_head | QNN_DLC | w8a8 | Snapdragon® X2 Elite | 12.212 ms | 2 - 2 MB | NPU
265
+ | roi_head | QNN_DLC | w8a8 | Snapdragon® X Elite | 19.659 ms | 2 - 2 MB | NPU
266
+ | roi_head | QNN_DLC | w8a8 | Snapdragon® 8 Gen 3 Mobile | 12.494 ms | 2 - 349 MB | NPU
267
+ | roi_head | QNN_DLC | w8a8 | Snapdragon® 8 Gen 1 Mobile | 34.064 ms | 2 - 349 MB | NPU
268
+ | roi_head | QNN_DLC | w8a8 | Qualcomm® Dragonwing™ QCS6490 | 97.86 ms | 1 - 5 MB | NPU
269
+ | roi_head | QNN_DLC | w8a8 | Qualcomm® Dragonwing™ IQ-8275 | 48.893 ms | 1 - 301 MB | NPU
270
+ | roi_head | QNN_DLC | w8a8 | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 18.591 ms | 0 - 11 MB | NPU
271
+ | roi_head | QNN_DLC | w8a8 | Qualcomm® SA8775P | 19.39 ms | 2 - 302 MB | NPU
272
+ | roi_head | QNN_DLC | w8a8 | Qualcomm® SA8650P | 19.39 ms | 2 - 302 MB | NPU
273
+ | roi_head | QNN_DLC | w8a8 | Qualcomm® SA8255P | 19.39 ms | 2 - 302 MB | NPU
274
+ | roi_head | QNN_DLC | w8a8 | Qualcomm® QCS8450 | 34.064 ms | 2 - 349 MB | NPU
275
+ | roi_head | QNN_DLC | w8a8 | Qualcomm® Dragonwing™ IQ-9075 | 19.426 ms | 1 - 5 MB | NPU
276
+ | roi_head | QNN_DLC | w8a8 | Qualcomm® Dragonwing™ IQ-X7181 | 19.659 ms | 2 - 2 MB | NPU
277
+ | roi_head | QNN_DLC | w8a8 | Qualcomm® Dragonwing™ Q-6690 | 282.235 ms | 2 - 382 MB | NPU
278
+ | roi_head | QNN_DLC | w8a8 | Qualcomm® Dragonwing™ Q-7790 | 30.559 ms | 2 - 326 MB | NPU
279
+ | roi_head | QNN_DLC | w8a8 | Qualcomm® Dragonwing™ Q-8750 | 9.998 ms | 2 - 315 MB | NPU
280
+ | roi_head | QNN_DLC | w8a8 | Qualcomm® SA7255P | 48.893 ms | 1 - 301 MB | NPU
281
+ | roi_head | QNN_DLC | w8a8 | Qualcomm® SA8295P | 28.135 ms | 0 - 301 MB | NPU
282
+ | roi_head | QNN_DLC | w8a8 | Snapdragon® 8 Elite Mobile | 9.998 ms | 2 - 315 MB | NPU
283
+ | roi_head | QNN_DLC | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 8.3 ms | 2 - 322 MB | NPU
284
+ | roi_head | QNN_DLC | w8a8 | Snapdragon® 7 Gen 4 Mobile | 30.559 ms | 2 - 326 MB | NPU
285
+ | roi_head | TFLITE | float | Qualcomm® SA8295P | 515.252 ms | 0 - 1601 MB | CPU
286
+ | roi_head | TFLITE | float | Snapdragon® 8 Elite Gen 5 Mobile | 1992.132 ms | 0 - 2991 MB | NPU
287
+ | roi_head | TFLITE | w8a8 | Snapdragon® 8 Gen 3 Mobile | 284.239 ms | 0 - 1592 MB | NPU
288
+ | roi_head | TFLITE | w8a8 | Snapdragon® 8 Gen 1 Mobile | 876.401 ms | 1 - 817 MB | NPU
289
+ | roi_head | TFLITE | w8a8 | Qualcomm® Dragonwing™ IQ-8275 | 515.914 ms | 0 - 1278 MB | NPU
290
+ | roi_head | TFLITE | w8a8 | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 368.418 ms | 0 - 3 MB | NPU
291
+ | roi_head | TFLITE | w8a8 | Qualcomm® SA8775P | 366.484 ms | 0 - 1278 MB | NPU
292
+ | roi_head | TFLITE | w8a8 | Qualcomm® SA8650P | 366.484 ms | 0 - 1278 MB | NPU
293
+ | roi_head | TFLITE | w8a8 | Qualcomm® SA8255P | 366.484 ms | 0 - 1278 MB | NPU
294
+ | roi_head | TFLITE | w8a8 | Qualcomm® QCS8450 | 876.401 ms | 1 - 817 MB | NPU
295
+ | roi_head | TFLITE | w8a8 | Qualcomm® Dragonwing™ IQ-9075 | 381.644 ms | 0 - 35 MB | NPU
296
+ | roi_head | TFLITE | w8a8 | Qualcomm® Dragonwing™ Q-7790 | 1833.15 ms | 1136 - 2394 MB | NPU
297
+ | roi_head | TFLITE | w8a8 | Qualcomm® Dragonwing™ Q-8750 | 193.873 ms | 0 - 1348 MB | NPU
298
+ | roi_head | TFLITE | w8a8 | Qualcomm® SA7255P | 515.914 ms | 0 - 1278 MB | NPU
299
+ | roi_head | TFLITE | w8a8 | Qualcomm® SA8295P | 384.791 ms | 0 - 666 MB | NPU
300
+ | roi_head | TFLITE | w8a8 | Snapdragon® 8 Elite Mobile | 193.873 ms | 0 - 1348 MB | NPU
301
+ | roi_head | TFLITE | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 161.02 ms | 0 - 1471 MB | NPU
302
+ | roi_head | TFLITE | w8a8 | Snapdragon® 7 Gen 4 Mobile | 1833.15 ms | 1136 - 2394 MB | NPU
303
 
304
  ## License
305
  * The license for the original implementation of Detectron2-Detection can be found
release_assets.json CHANGED
@@ -1,5 +1,5 @@
1
  {
2
- "version": "0.59.0",
3
  "precisions": {
4
  "float": {
5
  "universal_assets": {
@@ -8,13 +8,13 @@
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/v0.59.0/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/v0.59.0/detectron2_detection-qnn_dlc-float.zip"
18
  }
19
  }
20
  },
@@ -25,13 +25,13 @@
25
  "qairt": "2.45.0.260326154327",
26
  "onnx_runtime": "1.27.1"
27
  },
28
- "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/detectron2_detection/releases/v0.59.0/detectron2_detection-onnx-w8a16.zip"
29
  },
30
  "qnn_dlc": {
31
  "tool_versions": {
32
  "qairt": "2.45.0.260326154327"
33
  },
34
- "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/detectron2_detection/releases/v0.59.0/detectron2_detection-qnn_dlc-w8a16.zip"
35
  }
36
  }
37
  },
@@ -42,19 +42,19 @@
42
  "qairt": "2.45.0.260326154327",
43
  "onnx_runtime": "1.27.1"
44
  },
45
- "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/detectron2_detection/releases/v0.59.0/detectron2_detection-onnx-w8a8.zip"
46
  },
47
  "qnn_dlc": {
48
  "tool_versions": {
49
  "qairt": "2.45.0.260326154327"
50
  },
51
- "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/detectron2_detection/releases/v0.59.0/detectron2_detection-qnn_dlc-w8a8.zip"
52
  },
53
  "tflite": {
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/v0.59.0/detectron2_detection-tflite-w8a8.zip"
58
  }
59
  }
60
  }
 
1
  {
2
+ "version": "0.60.0",
3
  "precisions": {
4
  "float": {
5
  "universal_assets": {
 
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/v0.60.0/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/v0.60.0/detectron2_detection-qnn_dlc-float.zip"
18
  }
19
  }
20
  },
 
25
  "qairt": "2.45.0.260326154327",
26
  "onnx_runtime": "1.27.1"
27
  },
28
+ "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/detectron2_detection/releases/v0.60.0/detectron2_detection-onnx-w8a16.zip"
29
  },
30
  "qnn_dlc": {
31
  "tool_versions": {
32
  "qairt": "2.45.0.260326154327"
33
  },
34
+ "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/detectron2_detection/releases/v0.60.0/detectron2_detection-qnn_dlc-w8a16.zip"
35
  }
36
  }
37
  },
 
42
  "qairt": "2.45.0.260326154327",
43
  "onnx_runtime": "1.27.1"
44
  },
45
+ "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/detectron2_detection/releases/v0.60.0/detectron2_detection-onnx-w8a8.zip"
46
  },
47
  "qnn_dlc": {
48
  "tool_versions": {
49
  "qairt": "2.45.0.260326154327"
50
  },
51
+ "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/detectron2_detection/releases/v0.60.0/detectron2_detection-qnn_dlc-w8a8.zip"
52
  },
53
  "tflite": {
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/v0.60.0/detectron2_detection-tflite-w8a8.zip"
58
  }
59
  }
60
  }