v0.59.0
Browse filesSee https://github.com/qualcomm/ai-hub-models/releases/v0.59.0 for changelog.
- README.md +139 -139
- release_assets.json +74 -74
README.md
CHANGED
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@@ -15,7 +15,7 @@ pipeline_tag: unconditional-image-generation
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On-device, high-resolution image synthesis from text and image prompts. ControlNet guides Stable-diffusion with provided input image to generate accurate images from given input prompt.
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This is based on the implementation of ControlNet-Canny found [here](https://github.com/lllyasviel/ControlNet).
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This repository contains pre-exported model files optimized for Qualcomm® devices. You can use the [Qualcomm® AI Hub Models](https://github.com/qualcomm/ai-hub-models/blob/v0.
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Qualcomm AI Hub Models uses [Qualcomm AI Hub Workbench](https://workbench.aihub.qualcomm.com) to compile, profile, and evaluate this model. [Sign up](https://myaccount.qualcomm.com/signup) to run these models on a hosted Qualcomm® device.
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| Runtime | Precision | Chipset | SDK Versions | Download |
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|---|---|---|---|---|
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| PRECOMPILED_QNN_ONNX | w8a16 | Snapdragon® X2 Elite | QAIRT 2.45, ONNX Runtime 1.
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| PRECOMPILED_QNN_ONNX | w8a16 | Snapdragon® X Elite | QAIRT 2.45, ONNX Runtime 1.
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| PRECOMPILED_QNN_ONNX | w8a16 | Snapdragon® 8 Gen 3 Mobile | QAIRT 2.45, ONNX Runtime 1.
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| PRECOMPILED_QNN_ONNX | w8a16 | Qualcomm® Dragonwing™ QCS8550 (Proxy) | QAIRT 2.45, ONNX Runtime 1.
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| PRECOMPILED_QNN_ONNX | w8a16 |
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| PRECOMPILED_QNN_ONNX | w8a16 | Snapdragon®
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| PRECOMPILED_QNN_ONNX | w8a16 |
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| QNN_CONTEXT_BINARY | w8a16 | Snapdragon® X2 Elite | QAIRT 2.45 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/controlnet_canny/releases/v0.
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| QNN_CONTEXT_BINARY | w8a16 | Snapdragon® X Elite | QAIRT 2.45 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/controlnet_canny/releases/v0.
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| QNN_CONTEXT_BINARY | w8a16 | Snapdragon® 8 Gen 3 Mobile | QAIRT 2.45 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/controlnet_canny/releases/v0.
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| QNN_CONTEXT_BINARY | w8a16 | Qualcomm® Dragonwing™ QCS8550 (Proxy) | QAIRT 2.45 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/controlnet_canny/releases/v0.
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| QNN_CONTEXT_BINARY | w8a16 | Qualcomm® SA8775P | QAIRT 2.45 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/controlnet_canny/releases/v0.
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For more device-specific assets and performance metrics, visit **[ControlNet-Canny on Qualcomm® AI Hub](https://aihub.qualcomm.com/models/controlnet_canny)**.
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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 [ControlNet-Canny on GitHub](https://github.com/qualcomm/ai-hub-models/blob/v0.
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## Model Details
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## Performance Summary
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| Model | Runtime | Precision | Chipset | Inference Time (ms) | Peak Memory Range (MB) | Primary Compute Unit
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|---|---|---|---|---|---|---
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| controlnet | PRECOMPILED_QNN_ONNX | w8a16 | Snapdragon® X2 Elite | 29.
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| controlnet | PRECOMPILED_QNN_ONNX | w8a16 | Snapdragon® X Elite |
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| controlnet | PRECOMPILED_QNN_ONNX | w8a16 | Snapdragon® 8 Gen 3 Mobile |
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| controlnet | PRECOMPILED_QNN_ONNX | w8a16 | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 75.
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| controlnet | PRECOMPILED_QNN_ONNX | w8a16 | Qualcomm® Dragonwing™ IQ-9075 | 70.
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| controlnet | PRECOMPILED_QNN_ONNX | w8a16 | Qualcomm® Dragonwing™ Q-
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| controlnet | PRECOMPILED_QNN_ONNX | w8a16 |
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| controlnet | PRECOMPILED_QNN_ONNX | w8a16 |
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| controlnet | QNN_CONTEXT_BINARY | w8a16 | Snapdragon® X2 Elite | 29.
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| controlnet | QNN_CONTEXT_BINARY | w8a16 | Snapdragon® X Elite |
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| controlnet | QNN_CONTEXT_BINARY | w8a16 | Snapdragon® 8 Gen 3 Mobile |
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| controlnet | QNN_CONTEXT_BINARY | w8a16 | Qualcomm® QCS8275 |
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| controlnet | QNN_CONTEXT_BINARY | w8a16 | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 74.
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| controlnet | QNN_CONTEXT_BINARY | w8a16 | Qualcomm® SA8775P | 70.
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| controlnet | QNN_CONTEXT_BINARY | w8a16 | Qualcomm® SA8650P | 70.
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| controlnet | QNN_CONTEXT_BINARY | w8a16 | Qualcomm® SA8255P | 70.
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| controlnet | QNN_CONTEXT_BINARY | w8a16 | Qualcomm® Dragonwing™ IQ-9075 | 70.
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| controlnet | QNN_CONTEXT_BINARY | w8a16 | Qualcomm® Dragonwing™ Q-
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| controlnet | QNN_CONTEXT_BINARY | w8a16 | Qualcomm®
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| text_encoder | PRECOMPILED_QNN_ONNX | w8a16 | Snapdragon® X2 Elite | 1.
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| text_encoder | PRECOMPILED_QNN_ONNX | w8a16 | Snapdragon® X Elite | 3.
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| text_encoder | PRECOMPILED_QNN_ONNX | w8a16 | Snapdragon® 8 Gen 3 Mobile | 2.
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| text_encoder | PRECOMPILED_QNN_ONNX | w8a16 | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 3.
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| text_encoder | PRECOMPILED_QNN_ONNX | w8a16 | Qualcomm® Dragonwing™ IQ-9075 | 3.
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| text_encoder | PRECOMPILED_QNN_ONNX | w8a16 |
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| text_encoder | PRECOMPILED_QNN_ONNX | w8a16 |
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| text_encoder | PRECOMPILED_QNN_ONNX | w8a16 | Qualcomm® Dragonwing™ Q-
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| text_encoder | PRECOMPILED_QNN_ONNX | w8a16 |
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| text_encoder | QNN_CONTEXT_BINARY | w8a16 | Snapdragon® X2 Elite | 1.
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| text_encoder | QNN_CONTEXT_BINARY | w8a16 | Snapdragon® X Elite | 3.
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| text_encoder | QNN_CONTEXT_BINARY | w8a16 | Snapdragon® 8 Gen 3 Mobile | 2.
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| text_encoder | QNN_CONTEXT_BINARY | w8a16 | Qualcomm® QCS8275 | 7.
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| text_encoder | QNN_CONTEXT_BINARY | w8a16 | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 3.
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| text_encoder | QNN_CONTEXT_BINARY | w8a16 | Qualcomm® SA8775P | 3.
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| text_encoder | QNN_CONTEXT_BINARY | w8a16 | Qualcomm® SA8650P | 3.
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| text_encoder | QNN_CONTEXT_BINARY | w8a16 | Qualcomm® SA8255P | 3.
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| text_encoder | QNN_CONTEXT_BINARY | w8a16 | Qualcomm® Dragonwing™ IQ-9075 |
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| text_encoder | QNN_CONTEXT_BINARY | w8a16 | Qualcomm® Dragonwing™ Q-
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| text_encoder | QNN_CONTEXT_BINARY | w8a16 | Qualcomm®
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| text_encoder | QNN_CONTEXT_BINARY | w8a16 |
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| unet | PRECOMPILED_QNN_ONNX | w8a16 | Snapdragon® X2 Elite | 46.
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| unet | PRECOMPILED_QNN_ONNX | w8a16 | Snapdragon® X Elite | 113.
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| unet | PRECOMPILED_QNN_ONNX | w8a16 | Snapdragon® 8 Gen 3 Mobile |
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| unet | PRECOMPILED_QNN_ONNX | w8a16 | Qualcomm® Dragonwing™ QCS8550 (Proxy) |
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| unet | PRECOMPILED_QNN_ONNX | w8a16 | Qualcomm® Dragonwing™ IQ-9075 | 106.
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| unet | PRECOMPILED_QNN_ONNX | w8a16 | Qualcomm® Dragonwing™ Q-
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| unet | PRECOMPILED_QNN_ONNX | w8a16 |
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| unet | QNN_CONTEXT_BINARY | w8a16 | Snapdragon® X2 Elite | 47.
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| unet | QNN_CONTEXT_BINARY | w8a16 | Snapdragon® X Elite | 114.
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| unet | QNN_CONTEXT_BINARY | w8a16 | Snapdragon® 8 Gen 3 Mobile |
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| unet | QNN_CONTEXT_BINARY | w8a16 | Qualcomm® QCS8275 | 266.
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| unet | QNN_CONTEXT_BINARY | w8a16 | Qualcomm® Dragonwing™ QCS8550 (Proxy) |
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| unet | QNN_CONTEXT_BINARY | w8a16 | Qualcomm® SA8775P | 107.
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| unet | QNN_CONTEXT_BINARY | w8a16 | Qualcomm® SA8650P | 107.
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| unet | QNN_CONTEXT_BINARY | w8a16 | Qualcomm® SA8255P | 107.
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| unet | QNN_CONTEXT_BINARY | w8a16 | Qualcomm® Dragonwing™ IQ-9075 | 106.
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| vae | PRECOMPILED_QNN_ONNX | w8a16 | Snapdragon® X2 Elite | 127.
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| vae | PRECOMPILED_QNN_ONNX | w8a16 | Snapdragon® X Elite |
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| vae | PRECOMPILED_QNN_ONNX | w8a16 | Snapdragon® 8 Gen 3 Mobile | 197.
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| vae | PRECOMPILED_QNN_ONNX | w8a16 | Qualcomm® Dragonwing™ QCS8550 (Proxy) |
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| vae | PRECOMPILED_QNN_ONNX | w8a16 | Qualcomm® Dragonwing™ IQ-9075 |
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| vae | QNN_CONTEXT_BINARY | w8a16 | Snapdragon® 8 Gen 3 Mobile |
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| vae | QNN_CONTEXT_BINARY | w8a16 | Qualcomm® QCS8275 |
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| vae | QNN_CONTEXT_BINARY | w8a16 | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 260.
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| vae | QNN_CONTEXT_BINARY | w8a16 | Qualcomm® SA8775P | 243.
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| vae | QNN_CONTEXT_BINARY | w8a16 | Qualcomm® SA8650P | 243.
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| vae | QNN_CONTEXT_BINARY | w8a16 | Qualcomm® SA8255P | 243.
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| vae | QNN_CONTEXT_BINARY | w8a16 | Qualcomm® Dragonwing™ IQ-9075 |
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## License
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* The license for the original implementation of ControlNet-Canny can be found
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On-device, high-resolution image synthesis from text and image prompts. ControlNet guides Stable-diffusion with provided input image to generate accurate images from given input prompt.
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This is based on the implementation of ControlNet-Canny found [here](https://github.com/lllyasviel/ControlNet).
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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/controlnet_canny) library to export with custom configurations. More details on model performance across various devices, can be found [here](#performance-summary).
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Qualcomm AI Hub Models uses [Qualcomm AI Hub Workbench](https://workbench.aihub.qualcomm.com) to compile, profile, and evaluate this model. [Sign up](https://myaccount.qualcomm.com/signup) to run these models on a hosted Qualcomm® device.
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| Runtime | Precision | Chipset | SDK Versions | Download |
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|---|---|---|---|---|
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| PRECOMPILED_QNN_ONNX | w8a16 | Snapdragon® X2 Elite | QAIRT 2.45, ONNX Runtime 1.27.1 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/controlnet_canny/releases/v0.59.0/controlnet_canny-precompiled_qnn_onnx-w8a16-qualcomm_snapdragon_x2_elite.zip)
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| PRECOMPILED_QNN_ONNX | w8a16 | Snapdragon® X Elite | QAIRT 2.45, ONNX Runtime 1.27.1 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/controlnet_canny/releases/v0.59.0/controlnet_canny-precompiled_qnn_onnx-w8a16-qualcomm_snapdragon_x_elite.zip)
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| PRECOMPILED_QNN_ONNX | w8a16 | Snapdragon® 8 Gen 3 Mobile | QAIRT 2.45, ONNX Runtime 1.27.1 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/controlnet_canny/releases/v0.59.0/controlnet_canny-precompiled_qnn_onnx-w8a16-qualcomm_snapdragon_8gen3.zip)
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| PRECOMPILED_QNN_ONNX | w8a16 | Qualcomm® Dragonwing™ QCS8550 (Proxy) | QAIRT 2.45, ONNX Runtime 1.27.1 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/controlnet_canny/releases/v0.59.0/controlnet_canny-precompiled_qnn_onnx-w8a16-qualcomm_qcs8550_proxy.zip)
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| PRECOMPILED_QNN_ONNX | w8a16 | Qualcomm® Dragonwing™ Q-6690 | QAIRT 2.45, ONNX Runtime 1.27.1 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/controlnet_canny/releases/v0.59.0/controlnet_canny-precompiled_qnn_onnx-w8a16-qualcomm_qcm6690.zip)
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| PRECOMPILED_QNN_ONNX | w8a16 | Qualcomm® Dragonwing™ IQ-9075 | QAIRT 2.45, ONNX Runtime 1.27.1 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/controlnet_canny/releases/v0.59.0/controlnet_canny-precompiled_qnn_onnx-w8a16-qualcomm_qcs9075.zip)
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| PRECOMPILED_QNN_ONNX | w8a16 | Snapdragon® 7 Gen 4 Mobile | QAIRT 2.45, ONNX Runtime 1.27.1 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/controlnet_canny/releases/v0.59.0/controlnet_canny-precompiled_qnn_onnx-w8a16-qualcomm_snapdragon_7gen4.zip)
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| PRECOMPILED_QNN_ONNX | w8a16 | Snapdragon® 8 Elite Mobile | QAIRT 2.45, ONNX Runtime 1.27.1 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/controlnet_canny/releases/v0.59.0/controlnet_canny-precompiled_qnn_onnx-w8a16-qualcomm_snapdragon_8_elite_for_galaxy.zip)
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| PRECOMPILED_QNN_ONNX | w8a16 | Snapdragon® 8 Elite Gen 5 Mobile | QAIRT 2.45, ONNX Runtime 1.27.1 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/controlnet_canny/releases/v0.59.0/controlnet_canny-precompiled_qnn_onnx-w8a16-qualcomm_snapdragon_8_elite_gen5_for_galaxy.zip)
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| QNN_CONTEXT_BINARY | w8a16 | Snapdragon® X2 Elite | QAIRT 2.45 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/controlnet_canny/releases/v0.59.0/controlnet_canny-qnn_context_binary-w8a16-qualcomm_snapdragon_x2_elite.zip)
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+
| QNN_CONTEXT_BINARY | w8a16 | Snapdragon® X Elite | QAIRT 2.45 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/controlnet_canny/releases/v0.59.0/controlnet_canny-qnn_context_binary-w8a16-qualcomm_snapdragon_x_elite.zip)
|
| 42 |
+
| QNN_CONTEXT_BINARY | w8a16 | Snapdragon® 8 Gen 3 Mobile | QAIRT 2.45 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/controlnet_canny/releases/v0.59.0/controlnet_canny-qnn_context_binary-w8a16-qualcomm_snapdragon_8gen3.zip)
|
| 43 |
+
| QNN_CONTEXT_BINARY | w8a16 | Qualcomm® Dragonwing™ QCS8550 (Proxy) | QAIRT 2.45 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/controlnet_canny/releases/v0.59.0/controlnet_canny-qnn_context_binary-w8a16-qualcomm_qcs8550_proxy.zip)
|
| 44 |
+
| QNN_CONTEXT_BINARY | w8a16 | Qualcomm® SA8775P | QAIRT 2.45 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/controlnet_canny/releases/v0.59.0/controlnet_canny-qnn_context_binary-w8a16-qualcomm_sa8775p.zip)
|
| 45 |
+
| QNN_CONTEXT_BINARY | w8a16 | Qualcomm® Dragonwing™ Q-6690 | QAIRT 2.45 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/controlnet_canny/releases/v0.59.0/controlnet_canny-qnn_context_binary-w8a16-qualcomm_qcm6690.zip)
|
| 46 |
+
| QNN_CONTEXT_BINARY | w8a16 | Qualcomm® Dragonwing™ IQ-9075 | QAIRT 2.45 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/controlnet_canny/releases/v0.59.0/controlnet_canny-qnn_context_binary-w8a16-qualcomm_qcs9075.zip)
|
| 47 |
+
| QNN_CONTEXT_BINARY | w8a16 | Qualcomm® SA7255P | QAIRT 2.45 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/controlnet_canny/releases/v0.59.0/controlnet_canny-qnn_context_binary-w8a16-qualcomm_sa7255p.zip)
|
| 48 |
+
| QNN_CONTEXT_BINARY | w8a16 | Snapdragon® 7 Gen 4 Mobile | QAIRT 2.45 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/controlnet_canny/releases/v0.59.0/controlnet_canny-qnn_context_binary-w8a16-qualcomm_snapdragon_7gen4.zip)
|
| 49 |
+
| QNN_CONTEXT_BINARY | w8a16 | Snapdragon® 8 Elite Mobile | QAIRT 2.45 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/controlnet_canny/releases/v0.59.0/controlnet_canny-qnn_context_binary-w8a16-qualcomm_snapdragon_8_elite_for_galaxy.zip)
|
| 50 |
+
| QNN_CONTEXT_BINARY | w8a16 | Snapdragon® 8 Elite Gen 5 Mobile | QAIRT 2.45 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/controlnet_canny/releases/v0.59.0/controlnet_canny-qnn_context_binary-w8a16-qualcomm_snapdragon_8_elite_gen5_for_galaxy.zip)
|
| 51 |
|
| 52 |
For more device-specific assets and performance metrics, visit **[ControlNet-Canny on Qualcomm® AI Hub](https://aihub.qualcomm.com/models/controlnet_canny)**.
|
| 53 |
|
| 54 |
|
| 55 |
### Option 2: Export with Custom Configurations
|
| 56 |
|
| 57 |
+
Use the [Qualcomm® AI Hub Models](https://github.com/qualcomm/ai-hub-models/blob/v0.59.0/src/qai_hub_models/models/controlnet_canny) Python library to compile and export the model with your own:
|
| 58 |
- Custom weights (e.g., fine-tuned checkpoints)
|
| 59 |
- Custom input shapes
|
| 60 |
- Target device and runtime configurations
|
| 61 |
|
| 62 |
This option is ideal if you need to customize the model beyond the default configuration provided here.
|
| 63 |
|
| 64 |
+
See our repository for [ControlNet-Canny on GitHub](https://github.com/qualcomm/ai-hub-models/blob/v0.59.0/src/qai_hub_models/models/controlnet_canny) for usage instructions.
|
| 65 |
|
| 66 |
## Model Details
|
| 67 |
|
|
|
|
| 79 |
## Performance Summary
|
| 80 |
| Model | Runtime | Precision | Chipset | Inference Time (ms) | Peak Memory Range (MB) | Primary Compute Unit
|
| 81 |
|---|---|---|---|---|---|---
|
| 82 |
+
| controlnet | PRECOMPILED_QNN_ONNX | w8a16 | Snapdragon® X2 Elite | 29.153 ms | 34 - 34 MB | NPU
|
| 83 |
+
| controlnet | PRECOMPILED_QNN_ONNX | w8a16 | Snapdragon® X Elite | 70.852 ms | 352 - 352 MB | NPU
|
| 84 |
+
| controlnet | PRECOMPILED_QNN_ONNX | w8a16 | Snapdragon® 8 Gen 3 Mobile | 59.536 ms | 33 - 44 MB | NPU
|
| 85 |
+
| controlnet | PRECOMPILED_QNN_ONNX | w8a16 | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 75.288 ms | 30 - 33 MB | NPU
|
| 86 |
+
| controlnet | PRECOMPILED_QNN_ONNX | w8a16 | Qualcomm® Dragonwing™ IQ-9075 | 70.934 ms | 31 - 36 MB | NPU
|
| 87 |
+
| controlnet | PRECOMPILED_QNN_ONNX | w8a16 | Qualcomm® Dragonwing™ IQ-X7181 | 70.852 ms | 352 - 352 MB | NPU
|
| 88 |
+
| controlnet | PRECOMPILED_QNN_ONNX | w8a16 | Qualcomm® Dragonwing™ Q-6690 | 1108.537 ms | 2 - 14 MB | NPU
|
| 89 |
+
| controlnet | PRECOMPILED_QNN_ONNX | w8a16 | Qualcomm® Dragonwing™ Q-7790 | 120.573 ms | 32 - 42 MB | NPU
|
| 90 |
+
| controlnet | PRECOMPILED_QNN_ONNX | w8a16 | Qualcomm® Dragonwing™ Q-8750 | 44.199 ms | 34 - 45 MB | NPU
|
| 91 |
+
| controlnet | PRECOMPILED_QNN_ONNX | w8a16 | Snapdragon® 8 Elite Mobile | 44.199 ms | 34 - 45 MB | NPU
|
| 92 |
+
| controlnet | PRECOMPILED_QNN_ONNX | w8a16 | Snapdragon® 8 Elite Gen 5 Mobile | 28.305 ms | 32 - 41 MB | NPU
|
| 93 |
+
| controlnet | PRECOMPILED_QNN_ONNX | w8a16 | Snapdragon® 7 Gen 4 Mobile | 120.573 ms | 32 - 42 MB | NPU
|
| 94 |
+
| controlnet | QNN_CONTEXT_BINARY | w8a16 | Snapdragon® X2 Elite | 29.535 ms | 2 - 2 MB | NPU
|
| 95 |
+
| controlnet | QNN_CONTEXT_BINARY | w8a16 | Snapdragon® X Elite | 71.04 ms | 2 - 2 MB | NPU
|
| 96 |
+
| controlnet | QNN_CONTEXT_BINARY | w8a16 | Snapdragon® 8 Gen 3 Mobile | 57.433 ms | 2 - 10 MB | NPU
|
| 97 |
+
| controlnet | QNN_CONTEXT_BINARY | w8a16 | Qualcomm® Dragonwing™ QCS8275 | 137.881 ms | 2 - 11 MB | NPU
|
| 98 |
+
| controlnet | QNN_CONTEXT_BINARY | w8a16 | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 74.967 ms | 2 - 4 MB | NPU
|
| 99 |
+
| controlnet | QNN_CONTEXT_BINARY | w8a16 | Qualcomm® SA8775P | 70.403 ms | 2 - 11 MB | NPU
|
| 100 |
+
| controlnet | QNN_CONTEXT_BINARY | w8a16 | Qualcomm® SA8650P | 70.403 ms | 2 - 11 MB | NPU
|
| 101 |
+
| controlnet | QNN_CONTEXT_BINARY | w8a16 | Qualcomm® SA8255P | 70.403 ms | 2 - 11 MB | NPU
|
| 102 |
+
| controlnet | QNN_CONTEXT_BINARY | w8a16 | Qualcomm® Dragonwing™ IQ-9075 | 70.558 ms | 0 - 16 MB | NPU
|
| 103 |
+
| controlnet | QNN_CONTEXT_BINARY | w8a16 | Qualcomm® Dragonwing™ IQ-X7181 | 71.04 ms | 2 - 2 MB | NPU
|
| 104 |
+
| controlnet | QNN_CONTEXT_BINARY | w8a16 | Qualcomm® Dragonwing™ Q-6690 | 1026.916 ms | 4 - 10 MB | NPU
|
| 105 |
+
| controlnet | QNN_CONTEXT_BINARY | w8a16 | Qualcomm® Dragonwing™ Q-7790 | 120.022 ms | 2 - 8 MB | NPU
|
| 106 |
+
| controlnet | QNN_CONTEXT_BINARY | w8a16 | Qualcomm® Dragonwing™ Q-8750 | 43.941 ms | 2 - 11 MB | NPU
|
| 107 |
+
| controlnet | QNN_CONTEXT_BINARY | w8a16 | Qualcomm® SA7255P | 137.881 ms | 2 - 11 MB | NPU
|
| 108 |
+
| controlnet | QNN_CONTEXT_BINARY | w8a16 | Snapdragon® 8 Elite Mobile | 43.941 ms | 2 - 11 MB | NPU
|
| 109 |
+
| controlnet | QNN_CONTEXT_BINARY | w8a16 | Snapdragon® 8 Elite Gen 5 Mobile | 28.405 ms | 2 - 10 MB | NPU
|
| 110 |
+
| controlnet | QNN_CONTEXT_BINARY | w8a16 | Snapdragon® 7 Gen 4 Mobile | 120.022 ms | 2 - 8 MB | NPU
|
| 111 |
+
| text_encoder | PRECOMPILED_QNN_ONNX | w8a16 | Snapdragon® X2 Elite | 1.517 ms | 1 - 1 MB | NPU
|
| 112 |
+
| text_encoder | PRECOMPILED_QNN_ONNX | w8a16 | Snapdragon® X Elite | 3.436 ms | 157 - 157 MB | NPU
|
| 113 |
+
| text_encoder | PRECOMPILED_QNN_ONNX | w8a16 | Snapdragon® 8 Gen 3 Mobile | 2.315 ms | 0 - 12 MB | NPU
|
| 114 |
+
| text_encoder | PRECOMPILED_QNN_ONNX | w8a16 | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 3.246 ms | 0 - 162 MB | NPU
|
| 115 |
+
| text_encoder | PRECOMPILED_QNN_ONNX | w8a16 | Qualcomm® Dragonwing™ IQ-9075 | 3.34 ms | 0 - 3 MB | NPU
|
| 116 |
+
| text_encoder | PRECOMPILED_QNN_ONNX | w8a16 | Qualcomm® Dragonwing™ IQ-X7181 | 3.436 ms | 157 - 157 MB | NPU
|
| 117 |
+
| text_encoder | PRECOMPILED_QNN_ONNX | w8a16 | Qualcomm® Dragonwing™ Q-6690 | 22.058 ms | 0 - 10 MB | NPU
|
| 118 |
+
| text_encoder | PRECOMPILED_QNN_ONNX | w8a16 | Qualcomm® Dragonwing™ Q-7790 | 3.689 ms | 0 - 6 MB | NPU
|
| 119 |
+
| text_encoder | PRECOMPILED_QNN_ONNX | w8a16 | Qualcomm® Dragonwing™ Q-8750 | 1.749 ms | 0 - 7 MB | NPU
|
| 120 |
+
| text_encoder | PRECOMPILED_QNN_ONNX | w8a16 | Snapdragon® 8 Elite Mobile | 1.749 ms | 0 - 7 MB | NPU
|
| 121 |
+
| text_encoder | PRECOMPILED_QNN_ONNX | w8a16 | Snapdragon® 8 Elite Gen 5 Mobile | 1.543 ms | 0 - 7 MB | NPU
|
| 122 |
+
| text_encoder | PRECOMPILED_QNN_ONNX | w8a16 | Snapdragon® 7 Gen 4 Mobile | 3.689 ms | 0 - 6 MB | NPU
|
| 123 |
+
| text_encoder | QNN_CONTEXT_BINARY | w8a16 | Snapdragon® X2 Elite | 1.725 ms | 0 - 0 MB | NPU
|
| 124 |
+
| text_encoder | QNN_CONTEXT_BINARY | w8a16 | Snapdragon® X Elite | 3.606 ms | 1 - 1 MB | NPU
|
| 125 |
+
| text_encoder | QNN_CONTEXT_BINARY | w8a16 | Snapdragon® 8 Gen 3 Mobile | 2.296 ms | 0 - 7 MB | NPU
|
| 126 |
+
| text_encoder | QNN_CONTEXT_BINARY | w8a16 | Qualcomm® Dragonwing™ QCS8275 | 7.488 ms | 0 - 9 MB | NPU
|
| 127 |
+
| text_encoder | QNN_CONTEXT_BINARY | w8a16 | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 3.249 ms | 0 - 1 MB | NPU
|
| 128 |
+
| text_encoder | QNN_CONTEXT_BINARY | w8a16 | Qualcomm® SA8775P | 3.506 ms | 0 - 10 MB | NPU
|
| 129 |
+
| text_encoder | QNN_CONTEXT_BINARY | w8a16 | Qualcomm® SA8650P | 3.506 ms | 0 - 10 MB | NPU
|
| 130 |
+
| text_encoder | QNN_CONTEXT_BINARY | w8a16 | Qualcomm® SA8255P | 3.506 ms | 0 - 10 MB | NPU
|
| 131 |
+
| text_encoder | QNN_CONTEXT_BINARY | w8a16 | Qualcomm® Dragonwing™ IQ-9075 | 4.498 ms | 0 - 2 MB | NPU
|
| 132 |
+
| text_encoder | QNN_CONTEXT_BINARY | w8a16 | Qualcomm® Dragonwing™ IQ-X7181 | 3.606 ms | 1 - 1 MB | NPU
|
| 133 |
+
| text_encoder | QNN_CONTEXT_BINARY | w8a16 | Qualcomm® Dragonwing™ Q-6690 | 22.948 ms | 0 - 6 MB | NPU
|
| 134 |
+
| text_encoder | QNN_CONTEXT_BINARY | w8a16 | Qualcomm® Dragonwing™ Q-7790 | 3.687 ms | 0 - 6 MB | NPU
|
| 135 |
+
| text_encoder | QNN_CONTEXT_BINARY | w8a16 | Qualcomm® Dragonwing™ Q-8750 | 1.757 ms | 0 - 14 MB | NPU
|
| 136 |
+
| text_encoder | QNN_CONTEXT_BINARY | w8a16 | Qualcomm® SA7255P | 7.488 ms | 0 - 9 MB | NPU
|
| 137 |
+
| text_encoder | QNN_CONTEXT_BINARY | w8a16 | Snapdragon® 8 Elite Mobile | 1.757 ms | 0 - 14 MB | NPU
|
| 138 |
+
| text_encoder | QNN_CONTEXT_BINARY | w8a16 | Snapdragon® 8 Elite Gen 5 Mobile | 1.544 ms | 0 - 9 MB | NPU
|
| 139 |
+
| text_encoder | QNN_CONTEXT_BINARY | w8a16 | Snapdragon® 7 Gen 4 Mobile | 3.687 ms | 0 - 6 MB | NPU
|
| 140 |
+
| unet | PRECOMPILED_QNN_ONNX | w8a16 | Snapdragon® X2 Elite | 46.522 ms | 13 - 13 MB | NPU
|
| 141 |
+
| unet | PRECOMPILED_QNN_ONNX | w8a16 | Snapdragon® X Elite | 113.927 ms | 829 - 829 MB | NPU
|
| 142 |
+
| unet | PRECOMPILED_QNN_ONNX | w8a16 | Snapdragon® 8 Gen 3 Mobile | 80.831 ms | 13 - 25 MB | NPU
|
| 143 |
+
| unet | PRECOMPILED_QNN_ONNX | w8a16 | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 113.202 ms | 0 - 883 MB | NPU
|
| 144 |
+
| unet | PRECOMPILED_QNN_ONNX | w8a16 | Qualcomm® Dragonwing™ IQ-9075 | 106.676 ms | 12 - 28 MB | NPU
|
| 145 |
+
| unet | PRECOMPILED_QNN_ONNX | w8a16 | Qualcomm® Dragonwing™ IQ-X7181 | 113.927 ms | 829 - 829 MB | NPU
|
| 146 |
+
| unet | PRECOMPILED_QNN_ONNX | w8a16 | Qualcomm® Dragonwing™ Q-6690 | 1942.342 ms | 14 - 24 MB | NPU
|
| 147 |
+
| unet | PRECOMPILED_QNN_ONNX | w8a16 | Qualcomm® Dragonwing™ Q-7790 | 179.92 ms | 13 - 24 MB | NPU
|
| 148 |
+
| unet | PRECOMPILED_QNN_ONNX | w8a16 | Qualcomm® Dragonwing™ Q-8750 | 64.095 ms | 6 - 17 MB | NPU
|
| 149 |
+
| unet | PRECOMPILED_QNN_ONNX | w8a16 | Snapdragon® 8 Elite Mobile | 64.095 ms | 6 - 17 MB | NPU
|
| 150 |
+
| unet | PRECOMPILED_QNN_ONNX | w8a16 | Snapdragon® 8 Elite Gen 5 Mobile | 50.382 ms | 6 - 17 MB | NPU
|
| 151 |
+
| unet | PRECOMPILED_QNN_ONNX | w8a16 | Snapdragon® 7 Gen 4 Mobile | 179.92 ms | 13 - 24 MB | NPU
|
| 152 |
+
| unet | QNN_CONTEXT_BINARY | w8a16 | Snapdragon® X2 Elite | 47.081 ms | 13 - 13 MB | NPU
|
| 153 |
+
| unet | QNN_CONTEXT_BINARY | w8a16 | Snapdragon® X Elite | 114.222 ms | 13 - 13 MB | NPU
|
| 154 |
+
| unet | QNN_CONTEXT_BINARY | w8a16 | Snapdragon® 8 Gen 3 Mobile | 81.038 ms | 13 - 20 MB | NPU
|
| 155 |
+
| unet | QNN_CONTEXT_BINARY | w8a16 | Qualcomm® Dragonwing™ QCS8275 | 266.464 ms | 10 - 19 MB | NPU
|
| 156 |
+
| unet | QNN_CONTEXT_BINARY | w8a16 | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 112.56 ms | 13 - 15 MB | NPU
|
| 157 |
+
| unet | QNN_CONTEXT_BINARY | w8a16 | Qualcomm® SA8775P | 107.105 ms | 6 - 16 MB | NPU
|
| 158 |
+
| unet | QNN_CONTEXT_BINARY | w8a16 | Qualcomm® SA8650P | 107.105 ms | 6 - 16 MB | NPU
|
| 159 |
+
| unet | QNN_CONTEXT_BINARY | w8a16 | Qualcomm® SA8255P | 107.105 ms | 6 - 16 MB | NPU
|
| 160 |
+
| unet | QNN_CONTEXT_BINARY | w8a16 | Qualcomm® Dragonwing™ IQ-9075 | 106.489 ms | 11 - 25 MB | NPU
|
| 161 |
+
| unet | QNN_CONTEXT_BINARY | w8a16 | Qualcomm® Dragonwing™ IQ-X7181 | 114.222 ms | 13 - 13 MB | NPU
|
| 162 |
+
| unet | QNN_CONTEXT_BINARY | w8a16 | Qualcomm® Dragonwing™ Q-6690 | 1981.817 ms | 0 - 7 MB | NPU
|
| 163 |
+
| unet | QNN_CONTEXT_BINARY | w8a16 | Qualcomm® Dragonwing™ Q-7790 | 180.344 ms | 11 - 18 MB | NPU
|
| 164 |
+
| unet | QNN_CONTEXT_BINARY | w8a16 | Qualcomm® Dragonwing™ Q-8750 | 61.939 ms | 6 - 15 MB | NPU
|
| 165 |
+
| unet | QNN_CONTEXT_BINARY | w8a16 | Qualcomm® SA7255P | 266.464 ms | 10 - 19 MB | NPU
|
| 166 |
+
| unet | QNN_CONTEXT_BINARY | w8a16 | Snapdragon® 8 Elite Mobile | 61.939 ms | 6 - 15 MB | NPU
|
| 167 |
+
| unet | QNN_CONTEXT_BINARY | w8a16 | Snapdragon® 8 Elite Gen 5 Mobile | 46.201 ms | 6 - 14 MB | NPU
|
| 168 |
+
| unet | QNN_CONTEXT_BINARY | w8a16 | Snapdragon® 7 Gen 4 Mobile | 180.344 ms | 11 - 18 MB | NPU
|
| 169 |
+
| vae | PRECOMPILED_QNN_ONNX | w8a16 | Snapdragon® X2 Elite | 127.148 ms | 4 - 4 MB | NPU
|
| 170 |
+
| vae | PRECOMPILED_QNN_ONNX | w8a16 | Snapdragon® X Elite | 258.713 ms | 62 - 62 MB | NPU
|
| 171 |
+
| vae | PRECOMPILED_QNN_ONNX | w8a16 | Snapdragon® 8 Gen 3 Mobile | 197.319 ms | 3 - 11 MB | NPU
|
| 172 |
+
| vae | PRECOMPILED_QNN_ONNX | w8a16 | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 267.188 ms | 4 - 5 MB | NPU
|
| 173 |
+
| vae | PRECOMPILED_QNN_ONNX | w8a16 | Qualcomm® Dragonwing™ IQ-9075 | 240.505 ms | 4 - 6 MB | NPU
|
| 174 |
+
| vae | PRECOMPILED_QNN_ONNX | w8a16 | Qualcomm® Dragonwing™ IQ-X7181 | 258.713 ms | 62 - 62 MB | NPU
|
| 175 |
+
| vae | PRECOMPILED_QNN_ONNX | w8a16 | Qualcomm® Dragonwing™ Q-6690 | 6298.039 ms | 0 - 8 MB | NPU
|
| 176 |
+
| vae | PRECOMPILED_QNN_ONNX | w8a16 | Qualcomm® Dragonwing™ Q-7790 | 504.636 ms | 2 - 8 MB | NPU
|
| 177 |
+
| vae | PRECOMPILED_QNN_ONNX | w8a16 | Qualcomm® Dragonwing™ Q-8750 | 173.077 ms | 4 - 15 MB | NPU
|
| 178 |
+
| vae | PRECOMPILED_QNN_ONNX | w8a16 | Snapdragon® 8 Elite Mobile | 173.077 ms | 4 - 15 MB | NPU
|
| 179 |
+
| vae | PRECOMPILED_QNN_ONNX | w8a16 | Snapdragon® 8 Elite Gen 5 Mobile | 120.184 ms | 3 - 10 MB | NPU
|
| 180 |
+
| vae | PRECOMPILED_QNN_ONNX | w8a16 | Snapdragon® 7 Gen 4 Mobile | 504.636 ms | 2 - 8 MB | NPU
|
| 181 |
+
| vae | QNN_CONTEXT_BINARY | w8a16 | Snapdragon® X2 Elite | 126.912 ms | 0 - 0 MB | NPU
|
| 182 |
+
| vae | QNN_CONTEXT_BINARY | w8a16 | Snapdragon® X Elite | 258.849 ms | 0 - 0 MB | NPU
|
| 183 |
+
| vae | QNN_CONTEXT_BINARY | w8a16 | Snapdragon® 8 Gen 3 Mobile | 198.257 ms | 3 - 10 MB | NPU
|
| 184 |
+
| vae | QNN_CONTEXT_BINARY | w8a16 | Qualcomm® Dragonwing™ QCS8275 | 711.699 ms | 0 - 10 MB | NPU
|
| 185 |
+
| vae | QNN_CONTEXT_BINARY | w8a16 | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 260.739 ms | 0 - 2 MB | NPU
|
| 186 |
+
| vae | QNN_CONTEXT_BINARY | w8a16 | Qualcomm® SA8775P | 243.863 ms | 0 - 10 MB | NPU
|
| 187 |
+
| vae | QNN_CONTEXT_BINARY | w8a16 | Qualcomm® SA8650P | 243.863 ms | 0 - 10 MB | NPU
|
| 188 |
+
| vae | QNN_CONTEXT_BINARY | w8a16 | Qualcomm® SA8255P | 243.863 ms | 0 - 10 MB | NPU
|
| 189 |
+
| vae | QNN_CONTEXT_BINARY | w8a16 | Qualcomm® Dragonwing™ IQ-9075 | 240.43 ms | 0 - 3 MB | NPU
|
| 190 |
+
| vae | QNN_CONTEXT_BINARY | w8a16 | Qualcomm® Dragonwing™ IQ-X7181 | 258.849 ms | 0 - 0 MB | NPU
|
| 191 |
+
| vae | QNN_CONTEXT_BINARY | w8a16 | Qualcomm® Dragonwing™ Q-6690 | 6359.803 ms | 2 - 9 MB | NPU
|
| 192 |
+
| vae | QNN_CONTEXT_BINARY | w8a16 | Qualcomm® Dragonwing™ Q-7790 | 503.632 ms | 0 - 6 MB | NPU
|
| 193 |
+
| vae | QNN_CONTEXT_BINARY | w8a16 | Qualcomm® Dragonwing™ Q-8750 | 171.923 ms | 0 - 13 MB | NPU
|
| 194 |
+
| vae | QNN_CONTEXT_BINARY | w8a16 | Qualcomm® SA7255P | 711.699 ms | 0 - 10 MB | NPU
|
| 195 |
+
| vae | QNN_CONTEXT_BINARY | w8a16 | Snapdragon® 8 Elite Mobile | 171.923 ms | 0 - 13 MB | NPU
|
| 196 |
+
| vae | QNN_CONTEXT_BINARY | w8a16 | Snapdragon® 8 Elite Gen 5 Mobile | 120.071 ms | 0 - 9 MB | NPU
|
| 197 |
+
| vae | QNN_CONTEXT_BINARY | w8a16 | Snapdragon® 7 Gen 4 Mobile | 503.632 ms | 0 - 6 MB | NPU
|
| 198 |
|
| 199 |
## License
|
| 200 |
* The license for the original implementation of ControlNet-Canny can be found
|
release_assets.json
CHANGED
|
@@ -1,157 +1,157 @@
|
|
| 1 |
{
|
| 2 |
-
"version": "0.
|
| 3 |
"precisions": {
|
| 4 |
"w8a16": {
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| 135 |
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