v0.62.0
Browse filesSee https://github.com/qualcomm/ai-hub-models/releases/v0.62.0 for changelog.
- README.md +251 -257
- release_assets.json +9 -9
README.md
CHANGED
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@@ -14,7 +14,7 @@ pipeline_tag: object-detection
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Detectron2-Detection is a machine learning model that can detect objects (trained on COCO dataset).
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This is based on the implementation of Detectron2-Detection found [here](https://github.com/facebookresearch/detectron2/).
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-
This repository contains pre-exported model files optimized for Qualcomm® devices. You can use the [Qualcomm® AI Hub Models](https://github.com/qualcomm/ai-hub-models/blob/v0.
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Qualcomm AI Hub Models uses [Qualcomm AI Hub Workbench](https://workbench.aihub.qualcomm.com) to compile, profile, and evaluate this model. [Sign up](https://myaccount.qualcomm.com/signup) to run these models on a hosted Qualcomm® device.
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@@ -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.
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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.
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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.
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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.
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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.
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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.
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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.
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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.
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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.
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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.
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## Model Details
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@@ -63,252 +63,246 @@ 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 |
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| proposal_generator | ONNX | float | Snapdragon® 8 Gen 3 Mobile |
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| proposal_generator | ONNX | float | Snapdragon® 8 Gen 1 Mobile |
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| proposal_generator | ONNX | float | Qualcomm® Dragonwing™ IQ-8275 |
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| proposal_generator | ONNX | float | Qualcomm® Dragonwing™ QCS8550 (Proxy) |
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| proposal_generator | ONNX | float | Qualcomm® QCS8450 |
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| proposal_generator | ONNX | float | Qualcomm® Dragonwing™ IQ-9075 |
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| proposal_generator | ONNX | float | Qualcomm® Dragonwing™ IQ-X7181 |
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| proposal_generator | ONNX | float | Qualcomm® Dragonwing™ Q-8750 |
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| proposal_generator | ONNX | float | Snapdragon® 8 Elite Mobile |
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| proposal_generator | ONNX | float | Snapdragon® 8 Elite Gen 5 Mobile |
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| proposal_generator | ONNX | w8a16 | Snapdragon® X2 Elite |
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| proposal_generator | ONNX | w8a16 | Snapdragon® X Elite |
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| proposal_generator | ONNX | w8a16 | Snapdragon® 8 Gen 3 Mobile |
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| proposal_generator | ONNX | w8a16 | Snapdragon® 8 Gen 1 Mobile |
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| proposal_generator | ONNX | w8a16 | Qualcomm® Dragonwing™ QCS6490 |
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| proposal_generator | ONNX | w8a16 | Qualcomm® Dragonwing™ IQ-8275 |
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| proposal_generator | ONNX | w8a16 | Qualcomm® Dragonwing™ QCS8550 (Proxy) |
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| proposal_generator | ONNX | w8a16 | Qualcomm® QCS8450 |
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| proposal_generator | ONNX | w8a16 | Qualcomm® Dragonwing™ IQ-9075 |
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| proposal_generator | ONNX | w8a16 | Qualcomm® Dragonwing™ IQ-X7181 |
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| proposal_generator | ONNX | w8a16 | Qualcomm® Dragonwing™ Q-6690 |
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| proposal_generator | ONNX | w8a16 | Qualcomm® Dragonwing™ Q-7790 |
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| proposal_generator | ONNX | w8a16 | Qualcomm® Dragonwing™ Q-8750 |
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| proposal_generator | ONNX | w8a16 | Snapdragon® 8 Elite Mobile |
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| proposal_generator | ONNX | w8a16 | Snapdragon® 8 Elite Gen 5 Mobile |
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| proposal_generator | ONNX | w8a16 | Snapdragon® 7 Gen 4 Mobile |
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| proposal_generator | ONNX | w8a8 | Snapdragon® X2 Elite |
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| proposal_generator | ONNX | w8a8 | Snapdragon® X Elite |
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| proposal_generator | ONNX | w8a8 | Snapdragon® 8 Gen 3 Mobile |
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| proposal_generator | ONNX | w8a8 | Snapdragon® 8 Gen 1 Mobile |
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| proposal_generator | ONNX | w8a8 | Qualcomm® Dragonwing™ QCS6490 |
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| proposal_generator | ONNX | w8a8 | Qualcomm® Dragonwing™ IQ-8275 |
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| proposal_generator | ONNX | w8a8 | Qualcomm® Dragonwing™ QCS8550 (Proxy) |
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| proposal_generator | ONNX | w8a8 | Qualcomm® QCS8450 |
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| proposal_generator | ONNX | w8a8 | Qualcomm® Dragonwing™ IQ-9075 |
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| proposal_generator | ONNX | w8a8 | Qualcomm® Dragonwing™ IQ-X7181 |
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| proposal_generator | ONNX | w8a8 | Qualcomm® Dragonwing™ Q-6690 |
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| proposal_generator | ONNX | w8a8 | Qualcomm® Dragonwing™ Q-7790 |
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| proposal_generator | ONNX | w8a8 | Qualcomm® Dragonwing™ Q-8750 |
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| proposal_generator | ONNX | w8a8 | Snapdragon® 8 Elite Mobile |
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| proposal_generator | ONNX | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile |
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| proposal_generator | ONNX | w8a8 | Snapdragon® 7 Gen 4 Mobile |
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| proposal_generator | QNN_DLC | float | Snapdragon® X Elite |
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| proposal_generator | QNN_DLC | float | Snapdragon® 8 Gen 3 Mobile |
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| proposal_generator | QNN_DLC | float | Qualcomm® Dragonwing™ IQ-8275 |
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| proposal_generator | QNN_DLC | float | Qualcomm® Dragonwing™
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| proposal_generator | QNN_DLC | float | Qualcomm®
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| proposal_generator | QNN_DLC | float | Qualcomm®
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| proposal_generator | QNN_DLC | float | Qualcomm®
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| proposal_generator | QNN_DLC | float | Qualcomm®
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| proposal_generator | QNN_DLC | float | Qualcomm® Dragonwing™ IQ-
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| proposal_generator | QNN_DLC | float | Qualcomm® Dragonwing™
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| proposal_generator | QNN_DLC | float | Qualcomm®
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| proposal_generator | QNN_DLC | float | Qualcomm®
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| proposal_generator | QNN_DLC | float |
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| proposal_generator | QNN_DLC | float | Snapdragon® 8 Elite Mobile |
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| proposal_generator | QNN_DLC |
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| proposal_generator | QNN_DLC | w8a16 | Snapdragon®
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| proposal_generator | QNN_DLC | w8a16 | Snapdragon®
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| proposal_generator | QNN_DLC | w8a16 | Snapdragon® 8 Gen
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| proposal_generator | QNN_DLC | w8a16 |
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| proposal_generator | QNN_DLC | w8a16 | Qualcomm® Dragonwing™
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| proposal_generator | QNN_DLC | w8a16 | Qualcomm® Dragonwing™
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| proposal_generator | QNN_DLC | w8a16 | Qualcomm®
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| proposal_generator | QNN_DLC | w8a16 | Qualcomm®
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| proposal_generator | QNN_DLC | w8a16 | Qualcomm®
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| proposal_generator | QNN_DLC | w8a16 | Qualcomm®
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| proposal_generator | QNN_DLC | w8a16 | Qualcomm®
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| proposal_generator | QNN_DLC | w8a16 | Qualcomm® Dragonwing™ IQ-
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| proposal_generator | QNN_DLC | w8a16 | Qualcomm® Dragonwing™
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| proposal_generator | QNN_DLC | w8a16 | Qualcomm® Dragonwing™ Q-
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| proposal_generator | QNN_DLC | w8a16 | Qualcomm® Dragonwing™ Q-
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| proposal_generator | QNN_DLC | w8a16 | Qualcomm®
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| proposal_generator | QNN_DLC | w8a16 | Qualcomm®
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| proposal_generator | QNN_DLC | w8a16 |
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| proposal_generator | QNN_DLC | w8a16 | Snapdragon® 8 Elite Mobile |
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| proposal_generator | QNN_DLC | w8a16 | Snapdragon®
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| proposal_generator | QNN_DLC |
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| proposal_generator | QNN_DLC | w8a8 | Snapdragon®
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| proposal_generator | QNN_DLC | w8a8 | Snapdragon®
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| proposal_generator | QNN_DLC | w8a8 | Snapdragon® 8 Gen
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| proposal_generator | QNN_DLC | w8a8 |
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| proposal_generator | QNN_DLC | w8a8 | Qualcomm® Dragonwing™
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| proposal_generator | QNN_DLC | w8a8 | Qualcomm® Dragonwing™
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| proposal_generator | QNN_DLC | w8a8 | Qualcomm®
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| proposal_generator | QNN_DLC | w8a8 | Qualcomm®
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| proposal_generator | QNN_DLC | w8a8 | Qualcomm®
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| proposal_generator | QNN_DLC | w8a8 | Qualcomm®
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| proposal_generator | QNN_DLC | w8a8 | Qualcomm®
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| proposal_generator | QNN_DLC | w8a8 | Qualcomm®
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| proposal_generator | QNN_DLC | w8a8 | Qualcomm® Dragonwing™
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| proposal_generator | QNN_DLC | w8a8 | Qualcomm® Dragonwing™
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| proposal_generator | QNN_DLC | w8a8 | Qualcomm® Dragonwing™ Q-
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| proposal_generator | QNN_DLC | w8a8 | Qualcomm®
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| proposal_generator | QNN_DLC | w8a8 | Qualcomm®
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| proposal_generator | QNN_DLC | w8a8 |
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| proposal_generator | QNN_DLC | w8a8 |
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| proposal_generator | TFLITE | float | Qualcomm®
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| proposal_generator | TFLITE | float |
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| proposal_generator | TFLITE | float |
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| proposal_generator | TFLITE |
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| proposal_generator | TFLITE |
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| proposal_generator | TFLITE | w8a8 |
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| proposal_generator | TFLITE | w8a8 |
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| proposal_generator | TFLITE | w8a8 | Qualcomm®
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| proposal_generator | TFLITE | w8a8 | Qualcomm®
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| proposal_generator | TFLITE | w8a8 | Qualcomm®
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| proposal_generator | TFLITE | w8a8 |
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| proposal_generator | TFLITE | w8a8 |
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| roi_head | ONNX | float |
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| roi_head | ONNX | float | Qualcomm® Dragonwing™ IQ-
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| roi_head | ONNX | float | Qualcomm® Dragonwing™
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| roi_head | ONNX | float | Qualcomm®
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| roi_head | ONNX | w8a16 | Qualcomm® Dragonwing™ IQ-
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| roi_head | ONNX | w8a16 | Qualcomm® Dragonwing™
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| roi_head | QNN_DLC | float | Qualcomm® Dragonwing™
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| roi_head | QNN_DLC | w8a16 | Qualcomm® Dragonwing™
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| roi_head | QNN_DLC | w8a8 | Qualcomm® Dragonwing™
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| 281 |
-
| roi_head | QNN_DLC | w8a8 | Qualcomm®
|
| 282 |
-
| roi_head | QNN_DLC | w8a8 |
|
| 283 |
-
| roi_head | QNN_DLC | w8a8 |
|
| 284 |
-
| roi_head | QNN_DLC | w8a8 |
|
| 285 |
-
| roi_head |
|
| 286 |
-
| roi_head |
|
| 287 |
-
| roi_head |
|
| 288 |
-
| roi_head |
|
| 289 |
-
| roi_head |
|
| 290 |
-
| roi_head | TFLITE |
|
| 291 |
-
| roi_head | TFLITE |
|
| 292 |
-
| roi_head | TFLITE |
|
| 293 |
-
| roi_head | TFLITE |
|
| 294 |
-
| roi_head | TFLITE |
|
| 295 |
-
| roi_head | TFLITE | w8a8 |
|
| 296 |
-
| roi_head | TFLITE | w8a8 |
|
| 297 |
-
| roi_head | TFLITE | w8a8 | Qualcomm®
|
| 298 |
-
| roi_head | TFLITE | w8a8 | Qualcomm® Dragonwing™ IQ-
|
| 299 |
-
| roi_head | TFLITE | w8a8 | Qualcomm® Dragonwing™
|
| 300 |
-
| roi_head | TFLITE | w8a8 | Qualcomm®
|
| 301 |
-
| roi_head | TFLITE | w8a8 | Qualcomm®
|
| 302 |
-
| roi_head | TFLITE | w8a8 | Qualcomm®
|
| 303 |
-
| roi_head | TFLITE | w8a8 |
|
| 304 |
-
| roi_head | TFLITE | w8a8 |
|
| 305 |
-
| roi_head | TFLITE | w8a8 |
|
| 306 |
-
| roi_head | TFLITE | w8a8 | Qualcomm® Dragonwing™ Q-8750 | 198.28 ms | 0 - 1328 MB | NPU
|
| 307 |
-
| roi_head | TFLITE | w8a8 | Qualcomm® SA7255P | 516.662 ms | 0 - 1447 MB | NPU
|
| 308 |
-
| roi_head | TFLITE | w8a8 | Qualcomm® SA8295P | 384.447 ms | 0 - 665 MB | NPU
|
| 309 |
-
| roi_head | TFLITE | w8a8 | Snapdragon® 8 Elite Mobile | 198.28 ms | 0 - 1328 MB | NPU
|
| 310 |
-
| roi_head | TFLITE | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 161.807 ms | 0 - 1607 MB | NPU
|
| 311 |
-
| roi_head | TFLITE | w8a8 | Snapdragon® 7 Gen 4 Mobile | 1818.616 ms | 1143 - 2402 MB | NPU
|
| 312 |
|
| 313 |
## License
|
| 314 |
* 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/v0.62.0/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/v0.62.0/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/v0.62.0/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/v0.62.0/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/v0.62.0/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/v0.62.0/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/v0.62.0/detectron2_detection-qnn_dlc-w8a8.zip)
|
| 36 |
+
| TFLITE | float | Universal | QAIRT 2.45 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/detectron2_detection/releases/v0.62.0/detectron2_detection-tflite-float.zip)
|
| 37 |
+
| TFLITE | w8a8 | Universal | QAIRT 2.45 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/detectron2_detection/releases/v0.62.0/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/v0.62.0/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/v0.62.0/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® X Elite | 33.849 ms | 72 - 72 MB | NPU
|
| 67 |
+
| proposal_generator | ONNX | float | Snapdragon® 8 Gen 3 Mobile | 26.006 ms | 36 - 562 MB | NPU
|
| 68 |
+
| proposal_generator | ONNX | float | Snapdragon® 8 Gen 1 Mobile | 63.61 ms | 1 - 502 MB | NPU
|
| 69 |
+
| 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
|
| 71 |
+
| proposal_generator | ONNX | float | Qualcomm® QCS8450 | 63.61 ms | 1 - 502 MB | NPU
|
| 72 |
+
| proposal_generator | ONNX | float | Qualcomm® Dragonwing™ IQ-9075 | 49.861 ms | 7 - 17 MB | NPU
|
| 73 |
+
| proposal_generator | ONNX | float | Qualcomm® Dragonwing™ IQ-X7181 | 33.849 ms | 72 - 72 MB | NPU
|
| 74 |
+
| proposal_generator | ONNX | float | Qualcomm® Dragonwing™ Q-8750 | 20.918 ms | 25 - 483 MB | NPU
|
| 75 |
+
| 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
|
| 78 |
+
| 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
|
| 84 |
+
| 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
|
| 88 |
+
| 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
|
| 90 |
+
| 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
|
| 92 |
+
| 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
|
| 94 |
+
| 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
|
| 98 |
+
| proposal_generator | ONNX | w8a8 | Qualcomm® Dragonwing™ IQ-8275 | 11.638 ms | 7 - 11 MB | NPU
|
| 99 |
+
| 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
|
| 101 |
+
| proposal_generator | ONNX | w8a8 | Qualcomm® Dragonwing™ IQ-9075 | 11.475 ms | 8 - 11 MB | NPU
|
| 102 |
+
| proposal_generator | ONNX | w8a8 | Qualcomm® Dragonwing™ IQ-X7181 | 11.099 ms | 19 - 19 MB | NPU
|
| 103 |
+
| proposal_generator | ONNX | w8a8 | Qualcomm® Dragonwing™ Q-6690 | 132.762 ms | 0 - 424 MB | NPU
|
| 104 |
+
| proposal_generator | ONNX | w8a8 | Qualcomm® Dragonwing™ Q-7790 | 18.943 ms | 9 - 445 MB | NPU
|
| 105 |
+
| proposal_generator | ONNX | w8a8 | Qualcomm® Dragonwing™ Q-8750 | 6.1 ms | 7 - 436 MB | NPU
|
| 106 |
+
| proposal_generator | ONNX | w8a8 | Snapdragon® 8 Elite Mobile | 6.1 ms | 7 - 436 MB | NPU
|
| 107 |
+
| proposal_generator | ONNX | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 4.518 ms | 7 - 446 MB | NPU
|
| 108 |
+
| proposal_generator | ONNX | w8a8 | Snapdragon® 7 Gen 4 Mobile | 18.943 ms | 9 - 445 MB | NPU
|
| 109 |
+
| 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
|
| 113 |
+
| proposal_generator | QNN_DLC | float | Qualcomm® SA8775P | 50.966 ms | 0 - 466 MB | NPU
|
| 114 |
+
| proposal_generator | QNN_DLC | float | Qualcomm® SA8650P | 50.966 ms | 0 - 466 MB | NPU
|
| 115 |
+
| proposal_generator | QNN_DLC | float | Qualcomm® SA8255P | 50.966 ms | 0 - 466 MB | NPU
|
| 116 |
+
| proposal_generator | QNN_DLC | float | Qualcomm® Dragonwing™ IQ-9075 | 51.426 ms | 7 - 27 MB | NPU
|
| 117 |
+
| proposal_generator | QNN_DLC | float | Qualcomm® Dragonwing™ IQ-X7181 | 36.75 ms | 7 - 7 MB | NPU
|
| 118 |
+
| proposal_generator | QNN_DLC | float | Qualcomm® Dragonwing™ Q-8750 | 21.586 ms | 0 - 465 MB | NPU
|
| 119 |
+
| proposal_generator | QNN_DLC | float | Qualcomm® SA7255P | 155.027 ms | 2 - 469 MB | NPU
|
| 120 |
+
| proposal_generator | QNN_DLC | float | Qualcomm® SA8295P | 56.241 ms | 1 - 434 MB | NPU
|
| 121 |
+
| 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
|
| 125 |
+
| proposal_generator | QNN_DLC | w8a16 | Snapdragon® 8 Gen 3 Mobile | 15.776 ms | 4 - 538 MB | NPU
|
| 126 |
+
| 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
|
| 128 |
+
| proposal_generator | QNN_DLC | w8a16 | Qualcomm® Dragonwing™ IQ-8275 | 27.654 ms | 4 - 15 MB | NPU
|
| 129 |
+
| 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
|
| 131 |
+
| proposal_generator | QNN_DLC | w8a16 | Qualcomm® SA8650P | 27.074 ms | 2 - 461 MB | NPU
|
| 132 |
+
| proposal_generator | QNN_DLC | w8a16 | Qualcomm® SA8255P | 27.074 ms | 2 - 461 MB | NPU
|
| 133 |
+
| proposal_generator | QNN_DLC | w8a16 | Qualcomm® QCS8450 | 37.735 ms | 4 - 523 MB | NPU
|
| 134 |
+
| 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
|
| 140 |
+
| proposal_generator | QNN_DLC | w8a16 | Qualcomm® SA8295P | 35.2 ms | 0 - 456 MB | NPU
|
| 141 |
+
| proposal_generator | QNN_DLC | w8a16 | Snapdragon® 8 Elite Mobile | 20.175 ms | 4 - 451 MB | NPU
|
| 142 |
+
| proposal_generator | QNN_DLC | w8a16 | Snapdragon® 8 Elite Gen 5 Mobile | 15.261 ms | 4 - 463 MB | NPU
|
| 143 |
+
| proposal_generator | QNN_DLC | w8a16 | Snapdragon® 7 Gen 4 Mobile | 35.533 ms | 4 - 492 MB | NPU
|
| 144 |
+
| proposal_generator | QNN_DLC | w8a8 | Snapdragon® X2 Elite | 7.618 ms | 2 - 2 MB | NPU
|
| 145 |
+
| proposal_generator | QNN_DLC | w8a8 | Snapdragon® X Elite | 14.156 ms | 2 - 2 MB | NPU
|
| 146 |
+
| proposal_generator | QNN_DLC | w8a8 | Snapdragon® 8 Gen 3 Mobile | 10.531 ms | 2 - 495 MB | NPU
|
| 147 |
+
| 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
|
| 150 |
+
| 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
|
| 153 |
+
| proposal_generator | QNN_DLC | w8a8 | Qualcomm® SA8255P | 14.71 ms | 2 - 440 MB | NPU
|
| 154 |
+
| proposal_generator | QNN_DLC | w8a8 | Qualcomm® QCS8450 | 19.933 ms | 2 - 491 MB | NPU
|
| 155 |
+
| proposal_generator | QNN_DLC | w8a8 | Qualcomm® Dragonwing™ IQ-9075 | 14.685 ms | 2 - 8 MB | NPU
|
| 156 |
+
| 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
|
| 159 |
+
| proposal_generator | QNN_DLC | w8a8 | Qualcomm® Dragonwing™ Q-8750 | 8.016 ms | 2 - 432 MB | NPU
|
| 160 |
+
| 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
|
| 162 |
+
| proposal_generator | QNN_DLC | w8a8 | Snapdragon® 8 Elite Mobile | 8.016 ms | 2 - 432 MB | NPU
|
| 163 |
+
| 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
|
| 166 |
+
| proposal_generator | TFLITE | float | Qualcomm® Dragonwing™ Q-8750 | 21.822 ms | 11 - 486 MB | NPU
|
| 167 |
+
| proposal_generator | TFLITE | float | Qualcomm® SA8295P | 56.738 ms | 11 - 452 MB | NPU
|
| 168 |
+
| proposal_generator | TFLITE | float | Snapdragon® 8 Elite Mobile | 21.822 ms | 11 - 486 MB | NPU
|
| 169 |
+
| proposal_generator | TFLITE | float | Snapdragon® 8 Elite Gen 5 Mobile | 21.641 ms | 10 - 599 MB | NPU
|
| 170 |
+
| proposal_generator | TFLITE | w8a8 | Snapdragon® 8 Gen 3 Mobile | 12.689 ms | 2 - 487 MB | NPU
|
| 171 |
+
| proposal_generator | TFLITE | w8a8 | Snapdragon® 8 Gen 1 Mobile | 21.634 ms | 3 - 477 MB | NPU
|
| 172 |
+
| proposal_generator | TFLITE | w8a8 | Qualcomm® Dragonwing™ IQ-8275 | 16.656 ms | 3 - 30 MB | NPU
|
| 173 |
+
| proposal_generator | TFLITE | w8a8 | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 16.426 ms | 3 - 6 MB | NPU
|
| 174 |
+
| proposal_generator | TFLITE | w8a8 | Qualcomm® SA8775P | 17.168 ms | 3 - 426 MB | NPU
|
| 175 |
+
| proposal_generator | TFLITE | w8a8 | Qualcomm® SA8650P | 17.168 ms | 3 - 426 MB | NPU
|
| 176 |
+
| proposal_generator | TFLITE | w8a8 | Qualcomm® SA8255P | 17.168 ms | 3 - 426 MB | NPU
|
| 177 |
+
| proposal_generator | TFLITE | w8a8 | Qualcomm® QCS8450 | 21.634 ms | 3 - 477 MB | NPU
|
| 178 |
+
| proposal_generator | TFLITE | w8a8 | Qualcomm® Dragonwing™ IQ-9075 | 16.986 ms | 0 - 27 MB | NPU
|
| 179 |
+
| proposal_generator | TFLITE | w8a8 | Qualcomm® Dragonwing™ Q-7790 | 25.493 ms | 2 - 442 MB | NPU
|
| 180 |
+
| proposal_generator | TFLITE | w8a8 | Qualcomm® Dragonwing™ Q-8750 | 9.326 ms | 2 - 430 MB | NPU
|
| 181 |
+
| proposal_generator | TFLITE | w8a8 | Qualcomm® SA7255P | 30.359 ms | 3 - 425 MB | NPU
|
| 182 |
+
| proposal_generator | TFLITE | w8a8 | Qualcomm® SA8295P | 22.111 ms | 3 - 427 MB | NPU
|
| 183 |
+
| proposal_generator | TFLITE | w8a8 | Snapdragon® 8 Elite Mobile | 9.326 ms | 2 - 430 MB | NPU
|
| 184 |
+
| proposal_generator | TFLITE | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 7.504 ms | 2 - 450 MB | NPU
|
| 185 |
+
| proposal_generator | TFLITE | w8a8 | Snapdragon® 7 Gen 4 Mobile | 25.493 ms | 2 - 442 MB | NPU
|
| 186 |
+
| roi_head | ONNX | float | Snapdragon® X Elite | 64.78 ms | 30 - 30 MB | NPU
|
| 187 |
+
| roi_head | ONNX | float | Snapdragon® 8 Gen 3 Mobile | 49.086 ms | 10 - 1484 MB | NPU
|
| 188 |
+
| 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
|
| 190 |
+
| roi_head | ONNX | float | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 65.563 ms | 0 - 33 MB | NPU
|
| 191 |
+
| roi_head | ONNX | float | Qualcomm® QCS8450 | 97.651 ms | 1 - 439 MB | NPU
|
| 192 |
+
| roi_head | ONNX | float | Qualcomm® Dragonwing™ IQ-9075 | 95.08 ms | 10 - 22 MB | NPU
|
| 193 |
+
| roi_head | ONNX | float | Qualcomm® Dragonwing™ IQ-X7181 | 64.78 ms | 30 - 30 MB | NPU
|
| 194 |
+
| roi_head | ONNX | float | Qualcomm® Dragonwing™ Q-8750 | 41.318 ms | 0 - 1292 MB | NPU
|
| 195 |
+
| roi_head | ONNX | float | Snapdragon® 8 Elite Mobile | 41.318 ms | 0 - 1292 MB | NPU
|
| 196 |
+
| roi_head | ONNX | float | Snapdragon® 8 Elite Gen 5 Mobile | 28.238 ms | 0 - 1371 MB | NPU
|
| 197 |
+
| roi_head | ONNX | w8a16 | Snapdragon® X2 Elite | 16.253 ms | 6 - 6 MB | NPU
|
| 198 |
+
| roi_head | ONNX | w8a16 | Snapdragon® X Elite | 34.844 ms | 14 - 14 MB | NPU
|
| 199 |
+
| roi_head | ONNX | w8a16 | Snapdragon® 8 Gen 3 Mobile | 25.173 ms | 5 - 469 MB | NPU
|
| 200 |
+
| roi_head | ONNX | w8a16 | Snapdragon® 8 Gen 1 Mobile | 63.358 ms | 6 - 469 MB | NPU
|
| 201 |
+
| roi_head | ONNX | w8a16 | Qualcomm® Dragonwing™ QCS6490 | 194.946 ms | 5 - 8 MB | NPU
|
| 202 |
+
| roi_head | ONNX | w8a16 | Qualcomm® Dragonwing™ IQ-8275 | 36.791 ms | 5 - 8 MB | NPU
|
| 203 |
+
| roi_head | ONNX | w8a16 | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 34.012 ms | 0 - 17 MB | NPU
|
| 204 |
+
| roi_head | ONNX | w8a16 | Qualcomm® QCS8450 | 63.358 ms | 6 - 469 MB | NPU
|
| 205 |
+
| roi_head | ONNX | w8a16 | Qualcomm® Dragonwing™ IQ-9075 | 33.476 ms | 5 - 8 MB | NPU
|
| 206 |
+
| 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
|
| 210 |
+
| 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
|
| 212 |
+
| roi_head | ONNX | w8a16 | Snapdragon® 7 Gen 4 Mobile | 56.466 ms | 6 - 562 MB | NPU
|
| 213 |
+
| 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
|
| 218 |
+
| roi_head | ONNX | w8a8 | Qualcomm® Dragonwing™ IQ-8275 | 18.839 ms | 2 - 6 MB | NPU
|
| 219 |
+
| 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
|
release_assets.json
CHANGED
|
@@ -1,5 +1,5 @@
|
|
| 1 |
{
|
| 2 |
-
"version": "0.
|
| 3 |
"precisions": {
|
| 4 |
"float": {
|
| 5 |
"universal_assets": {
|
|
@@ -8,19 +8,19 @@
|
|
| 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.
|
| 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.
|
| 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.
|
| 24 |
}
|
| 25 |
}
|
| 26 |
},
|
|
@@ -31,13 +31,13 @@
|
|
| 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.
|
| 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.
|
| 41 |
}
|
| 42 |
}
|
| 43 |
},
|
|
@@ -48,19 +48,19 @@
|
|
| 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.
|
| 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.
|
| 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.
|
| 64 |
}
|
| 65 |
}
|
| 66 |
}
|
|
|
|
| 1 |
{
|
| 2 |
+
"version": "0.62.0",
|
| 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/v0.62.0/detectron2_detection-onnx-float.zip"
|
| 12 |
},
|
| 13 |
"qnn_dlc": {
|
| 14 |
"tool_versions": {
|
| 15 |
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| 16 |
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| 18 |
},
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| 19 |
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| 20 |
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| 21 |
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| 22 |
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| 23 |
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"download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/detectron2_detection/releases/v0.62.0/detectron2_detection-tflite-float.zip"
|
| 24 |
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| 25 |
}
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| 26 |
},
|
|
|
|
| 31 |
"qairt": "2.45.0.260326154327",
|
| 32 |
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|
| 33 |
},
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| 34 |
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"download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/detectron2_detection/releases/v0.62.0/detectron2_detection-onnx-w8a16.zip"
|
| 35 |
},
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| 36 |
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|
| 37 |
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| 38 |
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| 39 |
},
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| 40 |
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"download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/detectron2_detection/releases/v0.62.0/detectron2_detection-qnn_dlc-w8a16.zip"
|
| 41 |
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| 42 |
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| 43 |
},
|
|
|
|
| 48 |
"qairt": "2.45.0.260326154327",
|
| 49 |
"onnx_runtime": "1.27.1"
|
| 50 |
},
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| 51 |
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"download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/detectron2_detection/releases/v0.62.0/detectron2_detection-onnx-w8a8.zip"
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| 52 |
},
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| 53 |
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|
| 54 |
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| 55 |
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| 56 |
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| 57 |
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"download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/detectron2_detection/releases/v0.62.0/detectron2_detection-qnn_dlc-w8a8.zip"
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| 58 |
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| 59 |
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| 60 |
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| 61 |
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| 62 |
},
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| 63 |
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"download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/detectron2_detection/releases/v0.62.0/detectron2_detection-tflite-w8a8.zip"
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| 64 |
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| 65 |
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| 66 |
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