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ControlNet-Canny

Unconditional Image Generation
PyTorch
generative_ai
android
Model card Files
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v0.58.0

Browse files

See https://github.com/qualcomm/ai-hub-models/releases/v0.58.0 for changelog.

Files changed (2) hide show
  1. README.md +139 -127
  2. release_assets.json +21 -21
README.md CHANGED
@@ -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/v0.57.3/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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@@ -28,40 +28,40 @@ 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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- | PRECOMPILED_QNN_ONNX | w8a16 | Snapdragon® X2 Elite | QAIRT 2.45, ONNX Runtime 1.25.0 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/controlnet_canny/releases/v0.57.3/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 1.25.0 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/controlnet_canny/releases/v0.57.3/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 1.25.0 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/controlnet_canny/releases/v0.57.3/controlnet_canny-precompiled_qnn_onnx-w8a16-qualcomm_snapdragon_8gen3.zip)
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- | PRECOMPILED_QNN_ONNX | w8a16 | Qualcomm® QCS8550 (Proxy) | QAIRT 2.45, ONNX Runtime 1.25.0 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/controlnet_canny/releases/v0.57.3/controlnet_canny-precompiled_qnn_onnx-w8a16-qualcomm_qcs8550_proxy.zip)
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- | PRECOMPILED_QNN_ONNX | w8a16 | Snapdragon® 8 Elite Mobile | QAIRT 2.45, ONNX Runtime 1.25.0 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/controlnet_canny/releases/v0.57.3/controlnet_canny-precompiled_qnn_onnx-w8a16-qualcomm_snapdragon_8_elite_for_galaxy.zip)
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- | PRECOMPILED_QNN_ONNX | w8a16 | Snapdragon® 7 Gen 4 Mobile | QAIRT 2.45, ONNX Runtime 1.25.0 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/controlnet_canny/releases/v0.57.3/controlnet_canny-precompiled_qnn_onnx-w8a16-qualcomm_snapdragon_7gen4.zip)
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- | PRECOMPILED_QNN_ONNX | w8a16 | Snapdragon® 8 Elite Gen 5 Mobile | QAIRT 2.45, ONNX Runtime 1.25.0 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/controlnet_canny/releases/v0.57.3/controlnet_canny-precompiled_qnn_onnx-w8a16-qualcomm_snapdragon_8_elite_gen5_for_galaxy.zip)
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- | PRECOMPILED_QNN_ONNX | w8a16 | Qualcomm® QCM6690 | QAIRT 2.45, ONNX Runtime 1.25.0 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/controlnet_canny/releases/v0.57.3/controlnet_canny-precompiled_qnn_onnx-w8a16-qualcomm_qcm6690.zip)
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- | PRECOMPILED_QNN_ONNX | w8a16 | Qualcomm® QCS9075 | QAIRT 2.45, ONNX Runtime 1.25.0 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/controlnet_canny/releases/v0.57.3/controlnet_canny-precompiled_qnn_onnx-w8a16-qualcomm_qcs9075.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/v0.57.3/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/v0.57.3/controlnet_canny-qnn_context_binary-w8a16-qualcomm_snapdragon_x_elite.zip)
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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/v0.57.3/controlnet_canny-qnn_context_binary-w8a16-qualcomm_snapdragon_8gen3.zip)
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- | QNN_CONTEXT_BINARY | w8a16 | Qualcomm® QCS8550 (Proxy) | QAIRT 2.45 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/controlnet_canny/releases/v0.57.3/controlnet_canny-qnn_context_binary-w8a16-qualcomm_qcs8550_proxy.zip)
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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/v0.57.3/controlnet_canny-qnn_context_binary-w8a16-qualcomm_sa8775p.zip)
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- | 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/v0.57.3/controlnet_canny-qnn_context_binary-w8a16-qualcomm_snapdragon_8_elite_for_galaxy.zip)
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- | 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/v0.57.3/controlnet_canny-qnn_context_binary-w8a16-qualcomm_snapdragon_7gen4.zip)
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- | 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/v0.57.3/controlnet_canny-qnn_context_binary-w8a16-qualcomm_snapdragon_8_elite_gen5_for_galaxy.zip)
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- | 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/v0.57.3/controlnet_canny-qnn_context_binary-w8a16-qualcomm_sa7255p.zip)
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- | QNN_CONTEXT_BINARY | w8a16 | Qualcomm® QCM6690 | QAIRT 2.45 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/controlnet_canny/releases/v0.57.3/controlnet_canny-qnn_context_binary-w8a16-qualcomm_qcm6690.zip)
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- | QNN_CONTEXT_BINARY | w8a16 | Qualcomm® QCS9075 | QAIRT 2.45 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/controlnet_canny/releases/v0.57.3/controlnet_canny-qnn_context_binary-w8a16-qualcomm_qcs9075.zip)
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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/v0.57.3/src/qai_hub_models/models/controlnet_canny) 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 [ControlNet-Canny on GitHub](https://github.com/qualcomm/ai-hub-models/blob/v0.57.3/src/qai_hub_models/models/controlnet_canny) for usage instructions.
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  ## Model Details
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@@ -79,110 +79,122 @@ See our repository for [ControlNet-Canny on GitHub](https://github.com/qualcomm/
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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 | 29.242 ms | 34 - 34 MB | NPU
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- | controlnet | PRECOMPILED_QNN_ONNX | w8a16 | Snapdragon® X Elite | 70.884 ms | 352 - 352 MB | NPU
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- | controlnet | PRECOMPILED_QNN_ONNX | w8a16 | Snapdragon® 8 Gen 3 Mobile | 59.885 ms | 31 - 44 MB | NPU
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- | controlnet | PRECOMPILED_QNN_ONNX | w8a16 | Qualcomm® QCS8550 (Proxy) | 74.079 ms | 0 - 384 MB | NPU
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- | controlnet | PRECOMPILED_QNN_ONNX | w8a16 | Snapdragon® 7 Gen 4 Mobile | 119.158 ms | 30 - 36 MB | NPU
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- | controlnet | PRECOMPILED_QNN_ONNX | w8a16 | Snapdragon® 8 Elite Gen 5 Mobile | 28.355 ms | 31 - 44 MB | NPU
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- | controlnet | PRECOMPILED_QNN_ONNX | w8a16 | Qualcomm® QCM6690 | 1078.559 ms | 2 - 13 MB | NPU
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- | controlnet | PRECOMPILED_QNN_ONNX | w8a16 | Qualcomm® QCS9075 | 70.675 ms | 33 - 37 MB | NPU
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- | controlnet | PRECOMPILED_QNN_ONNX | w8a16 | Snapdragon® 8 Elite Mobile | 43.777 ms | 33 - 44 MB | NPU
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- | controlnet | PRECOMPILED_QNN_ONNX | w8a16 | Qualcomm® QCS7790 | 119.158 ms | 30 - 36 MB | NPU
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- | controlnet | PRECOMPILED_QNN_ONNX | w8a16 | Qualcomm® QCS8750 | 43.777 ms | 33 - 44 MB | NPU
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- | controlnet | PRECOMPILED_QNN_ONNX | w8a16 | Qualcomm® QCS7181 | 70.884 ms | 352 - 352 MB | NPU
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- | controlnet | QNN_CONTEXT_BINARY | w8a16 | Snapdragon® X2 Elite | 29.419 ms | 2 - 2 MB | NPU
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- | controlnet | QNN_CONTEXT_BINARY | w8a16 | Snapdragon® X Elite | 70.922 ms | 2 - 2 MB | NPU
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- | controlnet | QNN_CONTEXT_BINARY | w8a16 | Snapdragon® 8 Gen 3 Mobile | 56.153 ms | 2 - 10 MB | NPU
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- | controlnet | QNN_CONTEXT_BINARY | w8a16 | Qualcomm® QCS8275 | 138.293 ms | 2 - 10 MB | NPU
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- | controlnet | QNN_CONTEXT_BINARY | w8a16 | Qualcomm® QCS8550 (Proxy) | 75.631 ms | 2 - 16 MB | NPU
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- | controlnet | QNN_CONTEXT_BINARY | w8a16 | Snapdragon® 7 Gen 4 Mobile | 119.233 ms | 0 - 6 MB | NPU
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- | controlnet | QNN_CONTEXT_BINARY | w8a16 | Snapdragon® 8 Elite Gen 5 Mobile | 28.308 ms | 2 - 10 MB | NPU
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- | controlnet | QNN_CONTEXT_BINARY | w8a16 | Qualcomm® SA7255P | 138.293 ms | 2 - 10 MB | NPU
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- | controlnet | QNN_CONTEXT_BINARY | w8a16 | Qualcomm® QCM6690 | 1089.372 ms | 15 - 21 MB | NPU
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- | controlnet | QNN_CONTEXT_BINARY | w8a16 | Qualcomm® QCS9075 | 70.612 ms | 0 - 16 MB | NPU
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- | controlnet | QNN_CONTEXT_BINARY | w8a16 | Snapdragon® 8 Elite Mobile | 43.794 ms | 2 - 15 MB | NPU
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- | controlnet | QNN_CONTEXT_BINARY | w8a16 | Qualcomm® QCS7790 | 119.233 ms | 0 - 6 MB | NPU
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- | controlnet | QNN_CONTEXT_BINARY | w8a16 | Qualcomm® QCS8750 | 43.794 ms | 2 - 15 MB | NPU
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- | controlnet | QNN_CONTEXT_BINARY | w8a16 | Qualcomm® QCS7181 | 70.922 ms | 2 - 2 MB | NPU
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- | text_encoder | PRECOMPILED_QNN_ONNX | w8a16 | Snapdragon® X2 Elite | 1.525 ms | 1 - 1 MB | NPU
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- | text_encoder | PRECOMPILED_QNN_ONNX | w8a16 | Snapdragon® X Elite | 3.441 ms | 156 - 156 MB | NPU
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- | text_encoder | PRECOMPILED_QNN_ONNX | w8a16 | Snapdragon® 8 Gen 3 Mobile | 2.309 ms | 0 - 7 MB | NPU
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- | text_encoder | PRECOMPILED_QNN_ONNX | w8a16 | Qualcomm® QCS8550 (Proxy) | 3.244 ms | 0 - 161 MB | NPU
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- | text_encoder | PRECOMPILED_QNN_ONNX | w8a16 | Snapdragon® 7 Gen 4 Mobile | 3.682 ms | 0 - 7 MB | NPU
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- | text_encoder | PRECOMPILED_QNN_ONNX | w8a16 | Snapdragon® 8 Elite Gen 5 Mobile | 1.548 ms | 0 - 7 MB | NPU
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- | text_encoder | PRECOMPILED_QNN_ONNX | w8a16 | Qualcomm® QCM6690 | 22.049 ms | 0 - 11 MB | NPU
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- | text_encoder | PRECOMPILED_QNN_ONNX | w8a16 | Qualcomm® QCS9075 | 3.335 ms | 0 - 3 MB | NPU
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- | text_encoder | PRECOMPILED_QNN_ONNX | w8a16 | Snapdragon® 8 Elite Mobile | 1.755 ms | 0 - 7 MB | NPU
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- | text_encoder | PRECOMPILED_QNN_ONNX | w8a16 | Qualcomm® QCS7790 | 3.682 ms | 0 - 7 MB | NPU
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- | text_encoder | PRECOMPILED_QNN_ONNX | w8a16 | Qualcomm® QCS8750 | 1.755 ms | 0 - 7 MB | NPU
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- | text_encoder | PRECOMPILED_QNN_ONNX | w8a16 | Qualcomm® QCS7181 | 3.441 ms | 156 - 156 MB | NPU
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- | text_encoder | QNN_CONTEXT_BINARY | w8a16 | Snapdragon® X2 Elite | 1.719 ms | 0 - 0 MB | NPU
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- | text_encoder | QNN_CONTEXT_BINARY | w8a16 | Snapdragon® X Elite | 3.61 ms | 0 - 0 MB | NPU
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- | text_encoder | QNN_CONTEXT_BINARY | w8a16 | Snapdragon® 8 Gen 3 Mobile | 2.327 ms | 0 - 7 MB | NPU
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- | text_encoder | QNN_CONTEXT_BINARY | w8a16 | Qualcomm® QCS8275 | 7.495 ms | 0 - 8 MB | NPU
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- | text_encoder | QNN_CONTEXT_BINARY | w8a16 | Qualcomm® QCS8550 (Proxy) | 3.24 ms | 0 - 1 MB | NPU
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- | text_encoder | QNN_CONTEXT_BINARY | w8a16 | Snapdragon® 7 Gen 4 Mobile | 3.685 ms | 0 - 7 MB | NPU
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- | text_encoder | QNN_CONTEXT_BINARY | w8a16 | Snapdragon® 8 Elite Gen 5 Mobile | 1.54 ms | 0 - 9 MB | NPU
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- | text_encoder | QNN_CONTEXT_BINARY | w8a16 | Qualcomm® SA7255P | 7.495 ms | 0 - 8 MB | NPU
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- | text_encoder | QNN_CONTEXT_BINARY | w8a16 | Qualcomm® QCM6690 | 21.98 ms | 0 - 6 MB | NPU
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- | text_encoder | QNN_CONTEXT_BINARY | w8a16 | Qualcomm® QCS9075 | 3.336 ms | 0 - 2 MB | NPU
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- | text_encoder | QNN_CONTEXT_BINARY | w8a16 | Snapdragon® 8 Elite Mobile | 1.749 ms | 0 - 9 MB | NPU
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- | text_encoder | QNN_CONTEXT_BINARY | w8a16 | Qualcomm® QCS7790 | 3.685 ms | 0 - 7 MB | NPU
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- | text_encoder | QNN_CONTEXT_BINARY | w8a16 | Qualcomm® QCS8750 | 1.749 ms | 0 - 9 MB | NPU
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- | text_encoder | QNN_CONTEXT_BINARY | w8a16 | Qualcomm® QCS7181 | 3.61 ms | 0 - 0 MB | NPU
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- | unet | PRECOMPILED_QNN_ONNX | w8a16 | Snapdragon® X2 Elite | 46.456 ms | 13 - 13 MB | NPU
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- | unet | PRECOMPILED_QNN_ONNX | w8a16 | Snapdragon® X Elite | 114.285 ms | 829 - 829 MB | NPU
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- | unet | PRECOMPILED_QNN_ONNX | w8a16 | Snapdragon® 8 Gen 3 Mobile | 81.905 ms | 13 - 25 MB | NPU
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- | unet | PRECOMPILED_QNN_ONNX | w8a16 | Qualcomm® QCS8550 (Proxy) | 113.551 ms | 13 - 16 MB | NPU
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- | unet | PRECOMPILED_QNN_ONNX | w8a16 | Snapdragon® 7 Gen 4 Mobile | 180.586 ms | 13 - 24 MB | NPU
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- | unet | PRECOMPILED_QNN_ONNX | w8a16 | Snapdragon® 8 Elite Gen 5 Mobile | 48.29 ms | 6 - 19 MB | NPU
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- | unet | PRECOMPILED_QNN_ONNX | w8a16 | Qualcomm® QCM6690 | 2081.275 ms | 13 - 24 MB | NPU
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- | unet | PRECOMPILED_QNN_ONNX | w8a16 | Qualcomm® QCS9075 | 106.671 ms | 13 - 29 MB | NPU
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- | unet | PRECOMPILED_QNN_ONNX | w8a16 | Snapdragon® 8 Elite Mobile | 63.286 ms | 6 - 18 MB | NPU
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- | unet | PRECOMPILED_QNN_ONNX | w8a16 | Qualcomm® QCS7790 | 180.586 ms | 13 - 24 MB | NPU
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- | unet | PRECOMPILED_QNN_ONNX | w8a16 | Qualcomm® QCS8750 | 63.286 ms | 6 - 18 MB | NPU
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- | unet | PRECOMPILED_QNN_ONNX | w8a16 | Qualcomm® QCS7181 | 114.285 ms | 829 - 829 MB | NPU
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- | unet | QNN_CONTEXT_BINARY | w8a16 | Snapdragon® X2 Elite | 46.979 ms | 13 - 13 MB | NPU
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- | unet | QNN_CONTEXT_BINARY | w8a16 | Snapdragon® X Elite | 114.186 ms | 13 - 13 MB | NPU
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- | unet | QNN_CONTEXT_BINARY | w8a16 | Snapdragon® 8 Gen 3 Mobile | 80.352 ms | 13 - 19 MB | NPU
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- | unet | QNN_CONTEXT_BINARY | w8a16 | Qualcomm® QCS8275 | 266.556 ms | 8 - 15 MB | NPU
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- | unet | QNN_CONTEXT_BINARY | w8a16 | Qualcomm® QCS8550 (Proxy) | 112.881 ms | 13 - 15 MB | NPU
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- | unet | QNN_CONTEXT_BINARY | w8a16 | Snapdragon® 7 Gen 4 Mobile | 178.859 ms | 11 - 17 MB | NPU
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- | unet | QNN_CONTEXT_BINARY | w8a16 | Snapdragon® 8 Elite Gen 5 Mobile | 46.194 ms | 6 - 14 MB | NPU
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- | unet | QNN_CONTEXT_BINARY | w8a16 | Qualcomm® SA7255P | 266.556 ms | 8 - 15 MB | NPU
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- | unet | QNN_CONTEXT_BINARY | w8a16 | Qualcomm® QCM6690 | 2113.897 ms | 14 - 24 MB | NPU
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- | unet | QNN_CONTEXT_BINARY | w8a16 | Qualcomm® QCS9075 | 106.622 ms | 11 - 25 MB | NPU
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- | unet | QNN_CONTEXT_BINARY | w8a16 | Snapdragon® 8 Elite Mobile | 61.406 ms | 6 - 18 MB | NPU
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- | unet | QNN_CONTEXT_BINARY | w8a16 | Qualcomm® QCS7790 | 178.859 ms | 11 - 17 MB | NPU
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- | unet | QNN_CONTEXT_BINARY | w8a16 | Qualcomm® QCS8750 | 61.406 ms | 6 - 18 MB | NPU
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- | unet | QNN_CONTEXT_BINARY | w8a16 | Qualcomm® QCS7181 | 114.186 ms | 13 - 13 MB | NPU
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- | vae | PRECOMPILED_QNN_ONNX | w8a16 | Snapdragon® X2 Elite | 127.333 ms | 4 - 4 MB | NPU
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- | vae | PRECOMPILED_QNN_ONNX | w8a16 | Snapdragon® X Elite | 258.657 ms | 61 - 61 MB | NPU
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- | vae | PRECOMPILED_QNN_ONNX | w8a16 | Snapdragon® 8 Gen 3 Mobile | 197.419 ms | 4 - 10 MB | NPU
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- | vae | PRECOMPILED_QNN_ONNX | w8a16 | Qualcomm® QCS8550 (Proxy) | 262.72 ms | 1 - 66 MB | NPU
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- | vae | PRECOMPILED_QNN_ONNX | w8a16 | Snapdragon® 7 Gen 4 Mobile | 504.535 ms | 2 - 9 MB | NPU
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- | vae | PRECOMPILED_QNN_ONNX | w8a16 | Snapdragon® 8 Elite Gen 5 Mobile | 119.259 ms | 3 - 11 MB | NPU
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- | vae | PRECOMPILED_QNN_ONNX | w8a16 | Qualcomm® QCM6690 | 6285.291 ms | 2 - 9 MB | NPU
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- | vae | PRECOMPILED_QNN_ONNX | w8a16 | Qualcomm® QCS9075 | 241.07 ms | 3 - 6 MB | NPU
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- | vae | PRECOMPILED_QNN_ONNX | w8a16 | Snapdragon® 8 Elite Mobile | 171.689 ms | 3 - 15 MB | NPU
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- | vae | PRECOMPILED_QNN_ONNX | w8a16 | Qualcomm® QCS7790 | 504.535 ms | 2 - 9 MB | NPU
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- | vae | PRECOMPILED_QNN_ONNX | w8a16 | Qualcomm® QCS8750 | 171.689 ms | 3 - 15 MB | NPU
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- | vae | PRECOMPILED_QNN_ONNX | w8a16 | Qualcomm® QCS7181 | 258.657 ms | 61 - 61 MB | NPU
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- | vae | QNN_CONTEXT_BINARY | w8a16 | Snapdragon® X2 Elite | 127.068 ms | 0 - 0 MB | NPU
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- | vae | QNN_CONTEXT_BINARY | w8a16 | Snapdragon® X Elite | 258.907 ms | 0 - 0 MB | NPU
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- | vae | QNN_CONTEXT_BINARY | w8a16 | Snapdragon® 8 Gen 3 Mobile | 196.347 ms | 3 - 9 MB | NPU
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- | vae | QNN_CONTEXT_BINARY | w8a16 | Qualcomm® QCS8275 | 712.131 ms | 0 - 9 MB | NPU
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- | vae | QNN_CONTEXT_BINARY | w8a16 | Qualcomm® QCS8550 (Proxy) | 262.881 ms | 0 - 2 MB | NPU
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- | vae | QNN_CONTEXT_BINARY | w8a16 | Snapdragon® 7 Gen 4 Mobile | 503.269 ms | 1 - 7 MB | NPU
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- | vae | QNN_CONTEXT_BINARY | w8a16 | Snapdragon® 8 Elite Gen 5 Mobile | 118.996 ms | 0 - 13 MB | NPU
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- | vae | QNN_CONTEXT_BINARY | w8a16 | Qualcomm® SA7255P | 712.131 ms | 0 - 9 MB | NPU
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- | vae | QNN_CONTEXT_BINARY | w8a16 | Qualcomm® QCM6690 | 6163.649 ms | 10 - 17 MB | NPU
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- | vae | QNN_CONTEXT_BINARY | w8a16 | Qualcomm® QCS9075 | 240.825 ms | 0 - 3 MB | NPU
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- | vae | QNN_CONTEXT_BINARY | w8a16 | Snapdragon® 8 Elite Mobile | 171.669 ms | 0 - 13 MB | NPU
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- | vae | QNN_CONTEXT_BINARY | w8a16 | Qualcomm® QCS7790 | 503.269 ms | 1 - 7 MB | NPU
184
- | vae | QNN_CONTEXT_BINARY | w8a16 | Qualcomm® QCS8750 | 171.669 ms | 0 - 13 MB | NPU
185
- | vae | QNN_CONTEXT_BINARY | w8a16 | Qualcomm® QCS7181 | 258.907 ms | 0 - 0 MB | NPU
 
 
 
 
 
 
 
 
 
 
 
 
186
 
187
  ## License
188
  * The license for the original implementation of ControlNet-Canny can be found
 
15
  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.
16
 
17
  This is based on the implementation of ControlNet-Canny found [here](https://github.com/lllyasviel/ControlNet).
18
+ 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/v0.58.0/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).
19
 
20
  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.
21
 
 
28
 
29
  | Runtime | Precision | Chipset | SDK Versions | Download |
30
  |---|---|---|---|---|
31
+ | PRECOMPILED_QNN_ONNX | w8a16 | Snapdragon® X2 Elite | QAIRT 2.45, ONNX Runtime 1.25.0 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/controlnet_canny/releases/v0.58.0/controlnet_canny-precompiled_qnn_onnx-w8a16-qualcomm_snapdragon_x2_elite.zip)
32
+ | PRECOMPILED_QNN_ONNX | w8a16 | Snapdragon® X Elite | QAIRT 2.45, ONNX Runtime 1.25.0 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/controlnet_canny/releases/v0.58.0/controlnet_canny-precompiled_qnn_onnx-w8a16-qualcomm_snapdragon_x_elite.zip)
33
+ | PRECOMPILED_QNN_ONNX | w8a16 | Snapdragon® 8 Gen 3 Mobile | QAIRT 2.45, ONNX Runtime 1.25.0 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/controlnet_canny/releases/v0.58.0/controlnet_canny-precompiled_qnn_onnx-w8a16-qualcomm_snapdragon_8gen3.zip)
34
+ | PRECOMPILED_QNN_ONNX | w8a16 | Qualcomm® Dragonwing™ QCS8550 (Proxy) | QAIRT 2.45, ONNX Runtime 1.25.0 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/controlnet_canny/releases/v0.58.0/controlnet_canny-precompiled_qnn_onnx-w8a16-qualcomm_qcs8550_proxy.zip)
35
+ | PRECOMPILED_QNN_ONNX | w8a16 | Snapdragon® 8 Elite Mobile | QAIRT 2.45, ONNX Runtime 1.25.0 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/controlnet_canny/releases/v0.58.0/controlnet_canny-precompiled_qnn_onnx-w8a16-qualcomm_snapdragon_8_elite_for_galaxy.zip)
36
+ | PRECOMPILED_QNN_ONNX | w8a16 | Snapdragon® 7 Gen 4 Mobile | QAIRT 2.45, ONNX Runtime 1.25.0 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/controlnet_canny/releases/v0.58.0/controlnet_canny-precompiled_qnn_onnx-w8a16-qualcomm_snapdragon_7gen4.zip)
37
+ | PRECOMPILED_QNN_ONNX | w8a16 | Snapdragon® 8 Elite Gen 5 Mobile | QAIRT 2.45, ONNX Runtime 1.25.0 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/controlnet_canny/releases/v0.58.0/controlnet_canny-precompiled_qnn_onnx-w8a16-qualcomm_snapdragon_8_elite_gen5_for_galaxy.zip)
38
+ | PRECOMPILED_QNN_ONNX | w8a16 | Qualcomm® Dragonwing™ Q-6690 | QAIRT 2.45, ONNX Runtime 1.25.0 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/controlnet_canny/releases/v0.58.0/controlnet_canny-precompiled_qnn_onnx-w8a16-qualcomm_qcm6690.zip)
39
+ | PRECOMPILED_QNN_ONNX | w8a16 | Qualcomm® Dragonwing™ IQ-9075 | QAIRT 2.45, ONNX Runtime 1.25.0 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/controlnet_canny/releases/v0.58.0/controlnet_canny-precompiled_qnn_onnx-w8a16-qualcomm_qcs9075.zip)
40
+ | 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/v0.58.0/controlnet_canny-qnn_context_binary-w8a16-qualcomm_snapdragon_x2_elite.zip)
41
+ | 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/v0.58.0/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/v0.58.0/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/v0.58.0/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/v0.58.0/controlnet_canny-qnn_context_binary-w8a16-qualcomm_sa8775p.zip)
45
+ | 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/v0.58.0/controlnet_canny-qnn_context_binary-w8a16-qualcomm_snapdragon_8_elite_for_galaxy.zip)
46
+ | 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/v0.58.0/controlnet_canny-qnn_context_binary-w8a16-qualcomm_snapdragon_7gen4.zip)
47
+ | 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/v0.58.0/controlnet_canny-qnn_context_binary-w8a16-qualcomm_snapdragon_8_elite_gen5_for_galaxy.zip)
48
+ | 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/v0.58.0/controlnet_canny-qnn_context_binary-w8a16-qualcomm_sa7255p.zip)
49
+ | 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/v0.58.0/controlnet_canny-qnn_context_binary-w8a16-qualcomm_qcm6690.zip)
50
+ | 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/v0.58.0/controlnet_canny-qnn_context_binary-w8a16-qualcomm_qcs9075.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/v0.58.0/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/v0.58.0/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 | 29.257 ms | 33 - 33 MB | NPU
83
+ | controlnet | PRECOMPILED_QNN_ONNX | w8a16 | Snapdragon® X Elite | 71.109 ms | 352 - 352 MB | NPU
84
+ | controlnet | PRECOMPILED_QNN_ONNX | w8a16 | Snapdragon® 8 Gen 3 Mobile | 58.055 ms | 34 - 46 MB | NPU
85
+ | controlnet | PRECOMPILED_QNN_ONNX | w8a16 | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 75.538 ms | 0 - 384 MB | NPU
86
+ | controlnet | PRECOMPILED_QNN_ONNX | w8a16 | Qualcomm® Dragonwing™ IQ-9075 | 70.988 ms | 32 - 36 MB | NPU
87
+ | controlnet | PRECOMPILED_QNN_ONNX | w8a16 | Snapdragon® 7 Gen 4 Mobile | 120.475 ms | 31 - 37 MB | NPU
88
+ | controlnet | PRECOMPILED_QNN_ONNX | w8a16 | Snapdragon® 8 Elite Gen 5 Mobile | 28.383 ms | 32 - 45 MB | NPU
89
+ | controlnet | PRECOMPILED_QNN_ONNX | w8a16 | Qualcomm® Dragonwing™ Q-6690 | 1220.32 ms | 12 - 23 MB | NPU
90
+ | controlnet | PRECOMPILED_QNN_ONNX | w8a16 | Snapdragon® 8 Elite Mobile | 45.311 ms | 31 - 44 MB | NPU
91
+ | controlnet | PRECOMPILED_QNN_ONNX | w8a16 | Qualcomm® Dragonwing™ Q-7790 | 120.475 ms | 31 - 37 MB | NPU
92
+ | controlnet | PRECOMPILED_QNN_ONNX | w8a16 | Qualcomm® Dragonwing™ Q-8750 | 45.311 ms | 31 - 44 MB | NPU
93
+ | controlnet | PRECOMPILED_QNN_ONNX | w8a16 | Qualcomm® Dragonwing™ IQ-X7181 | 71.109 ms | 352 - 352 MB | NPU
94
+ | controlnet | QNN_CONTEXT_BINARY | w8a16 | Snapdragon® X2 Elite | 29.438 ms | 2 - 2 MB | NPU
95
+ | controlnet | QNN_CONTEXT_BINARY | w8a16 | Snapdragon® X Elite | 70.985 ms | 2 - 2 MB | NPU
96
+ | controlnet | QNN_CONTEXT_BINARY | w8a16 | Snapdragon® 8 Gen 3 Mobile | 56.988 ms | 2 - 10 MB | NPU
97
+ | controlnet | QNN_CONTEXT_BINARY | w8a16 | Qualcomm® QCS8275 | 138.007 ms | 2 - 10 MB | NPU
98
+ | controlnet | QNN_CONTEXT_BINARY | w8a16 | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 74.71 ms | 2 - 4 MB | NPU
99
+ | controlnet | QNN_CONTEXT_BINARY | w8a16 | Qualcomm® SA8775P | 70.429 ms | 2 - 9 MB | NPU
100
+ | controlnet | QNN_CONTEXT_BINARY | w8a16 | Qualcomm® SA8650P | 70.429 ms | 2 - 9 MB | NPU
101
+ | controlnet | QNN_CONTEXT_BINARY | w8a16 | Qualcomm® SA8255P | 70.429 ms | 2 - 9 MB | NPU
102
+ | controlnet | QNN_CONTEXT_BINARY | w8a16 | Qualcomm® Dragonwing™ IQ-9075 | 70.91 ms | 0 - 16 MB | NPU
103
+ | controlnet | QNN_CONTEXT_BINARY | w8a16 | Snapdragon® 7 Gen 4 Mobile | 122.163 ms | 2 - 8 MB | NPU
104
+ | controlnet | QNN_CONTEXT_BINARY | w8a16 | Snapdragon® 8 Elite Gen 5 Mobile | 28.435 ms | 2 - 11 MB | NPU
105
+ | controlnet | QNN_CONTEXT_BINARY | w8a16 | Qualcomm® Dragonwing™ Q-6690 | 1156.771 ms | 0 - 7 MB | NPU
106
+ | controlnet | QNN_CONTEXT_BINARY | w8a16 | Qualcomm® SA7255P | 138.007 ms | 2 - 10 MB | NPU
107
+ | controlnet | QNN_CONTEXT_BINARY | w8a16 | Snapdragon® 8 Elite Mobile | 44.089 ms | 2 - 11 MB | NPU
108
+ | controlnet | QNN_CONTEXT_BINARY | w8a16 | Qualcomm® Dragonwing™ Q-7790 | 122.163 ms | 2 - 8 MB | NPU
109
+ | controlnet | QNN_CONTEXT_BINARY | w8a16 | Qualcomm® Dragonwing™ Q-8750 | 44.089 ms | 2 - 11 MB | NPU
110
+ | controlnet | QNN_CONTEXT_BINARY | w8a16 | Qualcomm® Dragonwing™ IQ-X7181 | 70.985 ms | 2 - 2 MB | NPU
111
+ | text_encoder | PRECOMPILED_QNN_ONNX | w8a16 | Snapdragon® X2 Elite | 1.514 ms | 1 - 1 MB | NPU
112
+ | text_encoder | PRECOMPILED_QNN_ONNX | w8a16 | Snapdragon® X Elite | 3.437 ms | 157 - 157 MB | NPU
113
+ | text_encoder | PRECOMPILED_QNN_ONNX | w8a16 | Snapdragon® 8 Gen 3 Mobile | 2.3 ms | 0 - 12 MB | NPU
114
+ | text_encoder | PRECOMPILED_QNN_ONNX | w8a16 | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 3.247 ms | 0 - 162 MB | NPU
115
+ | text_encoder | PRECOMPILED_QNN_ONNX | w8a16 | Qualcomm® Dragonwing™ IQ-9075 | 3.333 ms | 0 - 3 MB | NPU
116
+ | text_encoder | PRECOMPILED_QNN_ONNX | w8a16 | Snapdragon® 7 Gen 4 Mobile | 3.694 ms | 0 - 6 MB | NPU
117
+ | text_encoder | PRECOMPILED_QNN_ONNX | w8a16 | Snapdragon® 8 Elite Gen 5 Mobile | 1.538 ms | 0 - 7 MB | NPU
118
+ | text_encoder | PRECOMPILED_QNN_ONNX | w8a16 | Qualcomm® Dragonwing™ Q-6690 | 24.111 ms | 0 - 7 MB | NPU
119
+ | text_encoder | PRECOMPILED_QNN_ONNX | w8a16 | Snapdragon® 8 Elite Mobile | 1.75 ms | 0 - 11 MB | NPU
120
+ | text_encoder | PRECOMPILED_QNN_ONNX | w8a16 | Qualcomm® Dragonwing™ Q-7790 | 3.694 ms | 0 - 6 MB | NPU
121
+ | text_encoder | PRECOMPILED_QNN_ONNX | w8a16 | Qualcomm® Dragonwing™ Q-8750 | 1.75 ms | 0 - 11 MB | NPU
122
+ | text_encoder | PRECOMPILED_QNN_ONNX | w8a16 | Qualcomm® Dragonwing™ IQ-X7181 | 3.437 ms | 157 - 157 MB | NPU
123
+ | text_encoder | QNN_CONTEXT_BINARY | w8a16 | Snapdragon® X2 Elite | 1.762 ms | 0 - 0 MB | NPU
124
+ | text_encoder | QNN_CONTEXT_BINARY | w8a16 | Snapdragon® X Elite | 3.649 ms | 0 - 0 MB | NPU
125
+ | text_encoder | QNN_CONTEXT_BINARY | w8a16 | Snapdragon® 8 Gen 3 Mobile | 2.313 ms | 0 - 7 MB | NPU
126
+ | text_encoder | QNN_CONTEXT_BINARY | w8a16 | Qualcomm® QCS8275 | 7.501 ms | 0 - 8 MB | NPU
127
+ | text_encoder | QNN_CONTEXT_BINARY | w8a16 | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 3.245 ms | 0 - 2 MB | NPU
128
+ | text_encoder | QNN_CONTEXT_BINARY | w8a16 | Qualcomm® SA8775P | 3.5 ms | 0 - 9 MB | NPU
129
+ | text_encoder | QNN_CONTEXT_BINARY | w8a16 | Qualcomm® SA8650P | 3.5 ms | 0 - 9 MB | NPU
130
+ | text_encoder | QNN_CONTEXT_BINARY | w8a16 | Qualcomm® SA8255P | 3.5 ms | 0 - 9 MB | NPU
131
+ | text_encoder | QNN_CONTEXT_BINARY | w8a16 | Qualcomm® Dragonwing™ IQ-9075 | 3.336 ms | 0 - 2 MB | NPU
132
+ | text_encoder | QNN_CONTEXT_BINARY | w8a16 | Snapdragon® 7 Gen 4 Mobile | 3.682 ms | 0 - 6 MB | NPU
133
+ | text_encoder | QNN_CONTEXT_BINARY | w8a16 | Snapdragon® 8 Elite Gen 5 Mobile | 1.534 ms | 0 - 9 MB | NPU
134
+ | text_encoder | QNN_CONTEXT_BINARY | w8a16 | Qualcomm® Dragonwing™ Q-6690 | 21.974 ms | 0 - 6 MB | NPU
135
+ | text_encoder | QNN_CONTEXT_BINARY | w8a16 | Qualcomm® SA7255P | 7.501 ms | 0 - 8 MB | NPU
136
+ | text_encoder | QNN_CONTEXT_BINARY | w8a16 | Snapdragon® 8 Elite Mobile | 1.748 ms | 0 - 10 MB | NPU
137
+ | text_encoder | QNN_CONTEXT_BINARY | w8a16 | Qualcomm® Dragonwing™ Q-7790 | 3.682 ms | 0 - 6 MB | NPU
138
+ | text_encoder | QNN_CONTEXT_BINARY | w8a16 | Qualcomm® Dragonwing™ Q-8750 | 1.748 ms | 0 - 10 MB | NPU
139
+ | text_encoder | QNN_CONTEXT_BINARY | w8a16 | Qualcomm® Dragonwing™ IQ-X7181 | 3.649 ms | 0 - 0 MB | NPU
140
+ | unet | PRECOMPILED_QNN_ONNX | w8a16 | Snapdragon® X2 Elite | 46.739 ms | 13 - 13 MB | NPU
141
+ | unet | PRECOMPILED_QNN_ONNX | w8a16 | Snapdragon® X Elite | 113.938 ms | 829 - 829 MB | NPU
142
+ | unet | PRECOMPILED_QNN_ONNX | w8a16 | Snapdragon® 8 Gen 3 Mobile | 81.59 ms | 13 - 25 MB | NPU
143
+ | unet | PRECOMPILED_QNN_ONNX | w8a16 | Qualcomm�� Dragonwing™ QCS8550 (Proxy) | 112.936 ms | 0 - 883 MB | NPU
144
+ | unet | PRECOMPILED_QNN_ONNX | w8a16 | Qualcomm® Dragonwing™ IQ-9075 | 106.158 ms | 13 - 29 MB | NPU
145
+ | unet | PRECOMPILED_QNN_ONNX | w8a16 | Snapdragon® 7 Gen 4 Mobile | 178.885 ms | 11 - 21 MB | NPU
146
+ | unet | PRECOMPILED_QNN_ONNX | w8a16 | Snapdragon® 8 Elite Gen 5 Mobile | 50.434 ms | 6 - 17 MB | NPU
147
+ | unet | PRECOMPILED_QNN_ONNX | w8a16 | Qualcomm® Dragonwing™ Q-6690 | 2237.733 ms | 13 - 23 MB | NPU
148
+ | unet | PRECOMPILED_QNN_ONNX | w8a16 | Snapdragon® 8 Elite Mobile | 63.915 ms | 6 - 17 MB | NPU
149
+ | unet | PRECOMPILED_QNN_ONNX | w8a16 | Qualcomm® Dragonwing™ Q-7790 | 178.885 ms | 11 - 21 MB | NPU
150
+ | unet | PRECOMPILED_QNN_ONNX | w8a16 | Qualcomm® Dragonwing™ Q-8750 | 63.915 ms | 6 - 17 MB | NPU
151
+ | unet | PRECOMPILED_QNN_ONNX | w8a16 | Qualcomm® Dragonwing™ IQ-X7181 | 113.938 ms | 829 - 829 MB | NPU
152
+ | unet | QNN_CONTEXT_BINARY | w8a16 | Snapdragon® X2 Elite | 47.003 ms | 13 - 13 MB | NPU
153
+ | unet | QNN_CONTEXT_BINARY | w8a16 | Snapdragon® X Elite | 114.111 ms | 13 - 13 MB | NPU
154
+ | unet | QNN_CONTEXT_BINARY | w8a16 | Snapdragon® 8 Gen 3 Mobile | 80.908 ms | 13 - 20 MB | NPU
155
+ | unet | QNN_CONTEXT_BINARY | w8a16 | Qualcomm® QCS8275 | 266.67 ms | 6 - 13 MB | NPU
156
+ | unet | QNN_CONTEXT_BINARY | w8a16 | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 113.082 ms | 13 - 15 MB | NPU
157
+ | unet | QNN_CONTEXT_BINARY | w8a16 | Qualcomm® SA8775P | 107.035 ms | 11 - 18 MB | NPU
158
+ | unet | QNN_CONTEXT_BINARY | w8a16 | Qualcomm® SA8650P | 107.035 ms | 11 - 18 MB | NPU
159
+ | unet | QNN_CONTEXT_BINARY | w8a16 | Qualcomm® SA8255P | 107.035 ms | 11 - 18 MB | NPU
160
+ | unet | QNN_CONTEXT_BINARY | w8a16 | Qualcomm® Dragonwing™ IQ-9075 | 106.741 ms | 11 - 25 MB | NPU
161
+ | unet | QNN_CONTEXT_BINARY | w8a16 | Snapdragon® 7 Gen 4 Mobile | 181.091 ms | 10 - 16 MB | NPU
162
+ | unet | QNN_CONTEXT_BINARY | w8a16 | Snapdragon® 8 Elite Gen 5 Mobile | 47.247 ms | 6 - 14 MB | NPU
163
+ | unet | QNN_CONTEXT_BINARY | w8a16 | Qualcomm® Dragonwing™ Q-6690 | 2110.819 ms | 14 - 24 MB | NPU
164
+ | unet | QNN_CONTEXT_BINARY | w8a16 | Qualcomm® SA7255P | 266.67 ms | 6 - 13 MB | NPU
165
+ | unet | QNN_CONTEXT_BINARY | w8a16 | Snapdragon® 8 Elite Mobile | 61.892 ms | 6 - 14 MB | NPU
166
+ | unet | QNN_CONTEXT_BINARY | w8a16 | Qualcomm® Dragonwing™ Q-7790 | 181.091 ms | 10 - 16 MB | NPU
167
+ | unet | QNN_CONTEXT_BINARY | w8a16 | Qualcomm® Dragonwing™ Q-8750 | 61.892 ms | 6 - 14 MB | NPU
168
+ | unet | QNN_CONTEXT_BINARY | w8a16 | Qualcomm® Dragonwing™ IQ-X7181 | 114.111 ms | 13 - 13 MB | NPU
169
+ | vae | PRECOMPILED_QNN_ONNX | w8a16 | Snapdragon® X2 Elite | 127.113 ms | 4 - 4 MB | NPU
170
+ | vae | PRECOMPILED_QNN_ONNX | w8a16 | Snapdragon® X Elite | 259.111 ms | 61 - 61 MB | NPU
171
+ | vae | PRECOMPILED_QNN_ONNX | w8a16 | Snapdragon® 8 Gen 3 Mobile | 197.127 ms | 3 - 16 MB | NPU
172
+ | vae | PRECOMPILED_QNN_ONNX | w8a16 | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 263.507 ms | 0 - 66 MB | NPU
173
+ | vae | PRECOMPILED_QNN_ONNX | w8a16 | Qualcomm® Dragonwing™ IQ-9075 | 266.619 ms | 3 - 6 MB | NPU
174
+ | vae | PRECOMPILED_QNN_ONNX | w8a16 | Snapdragon® 7 Gen 4 Mobile | 506.457 ms | 4 - 9 MB | NPU
175
+ | vae | PRECOMPILED_QNN_ONNX | w8a16 | Snapdragon® 8 Elite Gen 5 Mobile | 119.966 ms | 3 - 11 MB | NPU
176
+ | vae | PRECOMPILED_QNN_ONNX | w8a16 | Qualcomm® Dragonwing™ Q-6690 | 6278.605 ms | 0 - 7 MB | NPU
177
+ | vae | PRECOMPILED_QNN_ONNX | w8a16 | Snapdragon® 8 Elite Mobile | 172.83 ms | 3 - 15 MB | NPU
178
+ | vae | PRECOMPILED_QNN_ONNX | w8a16 | Qualcomm® Dragonwing™ Q-7790 | 506.457 ms | 4 - 9 MB | NPU
179
+ | vae | PRECOMPILED_QNN_ONNX | w8a16 | Qualcomm® Dragonwing™ Q-8750 | 172.83 ms | 3 - 15 MB | NPU
180
+ | vae | PRECOMPILED_QNN_ONNX | w8a16 | Qualcomm® Dragonwing™ IQ-X7181 | 259.111 ms | 61 - 61 MB | NPU
181
+ | vae | QNN_CONTEXT_BINARY | w8a16 | Snapdragon® X2 Elite | 127.216 ms | 0 - 0 MB | NPU
182
+ | vae | QNN_CONTEXT_BINARY | w8a16 | Snapdragon® X Elite | 259.747 ms | 0 - 0 MB | NPU
183
+ | vae | QNN_CONTEXT_BINARY | w8a16 | Snapdragon® 8 Gen 3 Mobile | 195.687 ms | 1 - 8 MB | NPU
184
+ | vae | QNN_CONTEXT_BINARY | w8a16 | Qualcomm® QCS8275 | 712.629 ms | 0 - 10 MB | NPU
185
+ | vae | QNN_CONTEXT_BINARY | w8a16 | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 260.61 ms | 0 - 2 MB | NPU
186
+ | vae | QNN_CONTEXT_BINARY | w8a16 | Qualcomm® SA8775P | 243.86 ms | 0 - 9 MB | NPU
187
+ | vae | QNN_CONTEXT_BINARY | w8a16 | Qualcomm® SA8650P | 243.86 ms | 0 - 9 MB | NPU
188
+ | vae | QNN_CONTEXT_BINARY | w8a16 | Qualcomm® SA8255P | 243.86 ms | 0 - 9 MB | NPU
189
+ | vae | QNN_CONTEXT_BINARY | w8a16 | Qualcomm® Dragonwing™ IQ-9075 | 241.394 ms | 0 - 3 MB | NPU
190
+ | vae | QNN_CONTEXT_BINARY | w8a16 | Snapdragon® 7 Gen 4 Mobile | 505.012 ms | 1 - 7 MB | NPU
191
+ | vae | QNN_CONTEXT_BINARY | w8a16 | Snapdragon® 8 Elite Gen 5 Mobile | 120.227 ms | 0 - 9 MB | NPU
192
+ | vae | QNN_CONTEXT_BINARY | w8a16 | Qualcomm® Dragonwing™ Q-6690 | 6264.453 ms | 2 - 9 MB | NPU
193
+ | vae | QNN_CONTEXT_BINARY | w8a16 | Qualcomm® SA7255P | 712.629 ms | 0 - 10 MB | NPU
194
+ | vae | QNN_CONTEXT_BINARY | w8a16 | Snapdragon® 8 Elite Mobile | 172.296 ms | 1 - 10 MB | NPU
195
+ | vae | QNN_CONTEXT_BINARY | w8a16 | Qualcomm® Dragonwing™ Q-7790 | 505.012 ms | 1 - 7 MB | NPU
196
+ | vae | QNN_CONTEXT_BINARY | w8a16 | Qualcomm® Dragonwing™ Q-8750 | 172.296 ms | 1 - 10 MB | NPU
197
+ | vae | QNN_CONTEXT_BINARY | w8a16 | Qualcomm® Dragonwing™ IQ-X7181 | 259.747 ms | 0 - 0 MB | NPU
198
 
199
  ## License
200
  * The license for the original implementation of ControlNet-Canny can be found
release_assets.json CHANGED
@@ -1,5 +1,5 @@
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- "version": "0.57.3",
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19
  }
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  },
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  "qualcomm-snapdragon-8-elite-for-galaxy": {
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  }
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  "qualcomm-snapdragon-7gen4": {
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49
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64
  }
65
  },
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  "qualcomm-snapdragon-x-elite": {
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140
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155
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156
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157
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