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ControlNet-Canny

Unconditional Image Generation
PyTorch
generative_ai
android
Model card Files
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v0.61.0

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See https://github.com/qualcomm/ai-hub-models/releases/v0.61.0 for changelog.

Files changed (2) hide show
  1. README.md +146 -142
  2. release_assets.json +25 -24
README.md CHANGED
@@ -1,6 +1,6 @@
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  ---
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  library_name: pytorch
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- license: other
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  tags:
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  - generative_ai
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  - android
@@ -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/v0.60.0/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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@@ -28,42 +28,42 @@ 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 1.27.1 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/controlnet_canny/releases/v0.60.0/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/v0.60.0/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/v0.60.0/controlnet_canny-precompiled_qnn_onnx-w8a16-qualcomm_snapdragon_8gen3.zip)
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- | PRECOMPILED_QNN_ONNX | w8a16 | Qualcomm® Dragonwing™ IQ-8275 | QAIRT 2.45 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/controlnet_canny/releases/v0.60.0/controlnet_canny-precompiled_qnn_onnx-w8a16-qualcomm_qcs8275.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/v0.60.0/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/v0.60.0/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/v0.60.0/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/v0.60.0/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/v0.60.0/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/v0.60.0/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/v0.60.0/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/v0.60.0/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/v0.60.0/controlnet_canny-qnn_context_binary-w8a16-qualcomm_snapdragon_8gen3.zip)
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- | QNN_CONTEXT_BINARY | w8a16 | Qualcomm® Dragonwing™ IQ-8275 | QAIRT 2.45 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/controlnet_canny/releases/v0.60.0/controlnet_canny-qnn_context_binary-w8a16-qualcomm_qcs8275.zip)
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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/v0.60.0/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/v0.60.0/controlnet_canny-qnn_context_binary-w8a16-qualcomm_sa8775p.zip)
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- | 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/v0.60.0/controlnet_canny-qnn_context_binary-w8a16-qualcomm_qcm6690.zip)
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- | 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/v0.60.0/controlnet_canny-qnn_context_binary-w8a16-qualcomm_qcs9075.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/v0.60.0/controlnet_canny-qnn_context_binary-w8a16-qualcomm_sa7255p.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/v0.60.0/controlnet_canny-qnn_context_binary-w8a16-qualcomm_snapdragon_7gen4.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/v0.60.0/controlnet_canny-qnn_context_binary-w8a16-qualcomm_snapdragon_8_elite_for_galaxy.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/v0.60.0/controlnet_canny-qnn_context_binary-w8a16-qualcomm_snapdragon_8_elite_gen5_for_galaxy.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/v0.60.0/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/v0.60.0/src/qai_hub_models/models/controlnet_canny) for usage instructions.
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  ## Model Details
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@@ -81,122 +81,126 @@ 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 | 29.189 ms | 33 - 33 MB | NPU
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- | controlnet | PRECOMPILED_QNN_ONNX | w8a16 | Snapdragon® X Elite | 70.93 ms | 352 - 352 MB | NPU
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- | controlnet | PRECOMPILED_QNN_ONNX | w8a16 | Snapdragon® 8 Gen 3 Mobile | 58.239 ms | 34 - 46 MB | NPU
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- | controlnet | PRECOMPILED_QNN_ONNX | w8a16 | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 74.699 ms | 30 - 33 MB | NPU
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- | controlnet | PRECOMPILED_QNN_ONNX | w8a16 | Qualcomm® Dragonwing™ IQ-9075 | 85.892 ms | 30 - 34 MB | NPU
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- | controlnet | PRECOMPILED_QNN_ONNX | w8a16 | Qualcomm® Dragonwing™ IQ-X7181 | 70.93 ms | 352 - 352 MB | NPU
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- | controlnet | PRECOMPILED_QNN_ONNX | w8a16 | Qualcomm® Dragonwing™ Q-6690 | 1174.109 ms | 2 - 13 MB | NPU
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- | controlnet | PRECOMPILED_QNN_ONNX | w8a16 | Qualcomm® Dragonwing™ Q-7790 | 120.955 ms | 32 - 42 MB | NPU
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- | controlnet | PRECOMPILED_QNN_ONNX | w8a16 | Qualcomm® Dragonwing™ Q-8750 | 44.558 ms | 31 - 43 MB | NPU
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- | controlnet | PRECOMPILED_QNN_ONNX | w8a16 | Snapdragon® 8 Elite Mobile | 44.558 ms | 31 - 43 MB | NPU
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- | controlnet | PRECOMPILED_QNN_ONNX | w8a16 | Snapdragon® 8 Elite Gen 5 Mobile | 28.394 ms | 31 - 42 MB | NPU
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- | controlnet | PRECOMPILED_QNN_ONNX | w8a16 | Snapdragon® 7 Gen 4 Mobile | 120.955 ms | 32 - 42 MB | NPU
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- | controlnet | QNN_CONTEXT_BINARY | w8a16 | Snapdragon® X2 Elite | 29.604 ms | 2 - 2 MB | NPU
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- | controlnet | QNN_CONTEXT_BINARY | w8a16 | Snapdragon® X Elite | 71.032 ms | 2 - 2 MB | NPU
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- | controlnet | QNN_CONTEXT_BINARY | w8a16 | Snapdragon® 8 Gen 3 Mobile | 57.433 ms | 4 - 12 MB | NPU
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- | controlnet | QNN_CONTEXT_BINARY | w8a16 | Qualcomm® Dragonwing™ IQ-8275 | 138.028 ms | 2 - 11 MB | NPU
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- | controlnet | QNN_CONTEXT_BINARY | w8a16 | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 74.299 ms | 2 - 4 MB | NPU
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- | controlnet | QNN_CONTEXT_BINARY | w8a16 | Qualcomm® SA8775P | 70.339 ms | 2 - 11 MB | NPU
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- | controlnet | QNN_CONTEXT_BINARY | w8a16 | Qualcomm® SA8650P | 70.339 ms | 2 - 11 MB | NPU
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- | controlnet | QNN_CONTEXT_BINARY | w8a16 | Qualcomm® SA8255P | 70.339 ms | 2 - 11 MB | NPU
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- | controlnet | QNN_CONTEXT_BINARY | w8a16 | Qualcomm® Dragonwing™ IQ-9075 | 70.711 ms | 2 - 18 MB | NPU
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- | controlnet | QNN_CONTEXT_BINARY | w8a16 | Qualcomm® Dragonwing™ IQ-X7181 | 71.032 ms | 2 - 2 MB | NPU
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- | controlnet | QNN_CONTEXT_BINARY | w8a16 | Qualcomm® Dragonwing™ Q-6690 | 979.826 ms | 2 - 8 MB | NPU
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- | controlnet | QNN_CONTEXT_BINARY | w8a16 | Qualcomm® Dragonwing™ Q-7790 | 119.699 ms | 2 - 9 MB | NPU
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- | controlnet | QNN_CONTEXT_BINARY | w8a16 | Qualcomm® Dragonwing™ Q-8750 | 43.924 ms | 2 - 15 MB | NPU
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- | controlnet | QNN_CONTEXT_BINARY | w8a16 | Qualcomm® SA7255P | 138.028 ms | 2 - 11 MB | NPU
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- | controlnet | QNN_CONTEXT_BINARY | w8a16 | Snapdragon® 8 Elite Mobile | 43.924 ms | 2 - 15 MB | NPU
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- | controlnet | QNN_CONTEXT_BINARY | w8a16 | Snapdragon® 8 Elite Gen 5 Mobile | 28.433 ms | 2 - 10 MB | NPU
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- | controlnet | QNN_CONTEXT_BINARY | w8a16 | Snapdragon® 7 Gen 4 Mobile | 119.699 ms | 2 - 9 MB | NPU
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- | text_encoder | PRECOMPILED_QNN_ONNX | w8a16 | Snapdragon® X2 Elite | 1.514 ms | 1 - 1 MB | NPU
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- | text_encoder | PRECOMPILED_QNN_ONNX | w8a16 | Snapdragon® X Elite | 3.431 ms | 156 - 156 MB | NPU
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- | text_encoder | PRECOMPILED_QNN_ONNX | w8a16 | Snapdragon® 8 Gen 3 Mobile | 2.308 ms | 0 - 7 MB | NPU
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- | text_encoder | PRECOMPILED_QNN_ONNX | w8a16 | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 3.254 ms | 0 - 161 MB | NPU
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- | text_encoder | PRECOMPILED_QNN_ONNX | w8a16 | Qualcomm® Dragonwing™ IQ-9075 | 3.343 ms | 0 - 3 MB | NPU
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- | text_encoder | PRECOMPILED_QNN_ONNX | w8a16 | Qualcomm® Dragonwing™ IQ-X7181 | 3.431 ms | 156 - 156 MB | NPU
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- | text_encoder | PRECOMPILED_QNN_ONNX | w8a16 | Qualcomm® Dragonwing™ Q-6690 | 22.162 ms | 0 - 10 MB | NPU
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- | text_encoder | PRECOMPILED_QNN_ONNX | w8a16 | Qualcomm® Dragonwing™ Q-7790 | 3.681 ms | 0 - 6 MB | NPU
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- | text_encoder | PRECOMPILED_QNN_ONNX | w8a16 | Qualcomm® Dragonwing™ Q-8750 | 1.747 ms | 0 - 12 MB | NPU
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- | text_encoder | PRECOMPILED_QNN_ONNX | w8a16 | Snapdragon® 8 Elite Mobile | 1.747 ms | 0 - 12 MB | NPU
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- | text_encoder | PRECOMPILED_QNN_ONNX | w8a16 | Snapdragon® 8 Elite Gen 5 Mobile | 1.546 ms | 0 - 7 MB | NPU
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- | text_encoder | PRECOMPILED_QNN_ONNX | w8a16 | Snapdragon® 7 Gen 4 Mobile | 3.681 ms | 0 - 6 MB | NPU
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- | text_encoder | QNN_CONTEXT_BINARY | w8a16 | Snapdragon® X2 Elite | 1.741 ms | 0 - 0 MB | NPU
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- | text_encoder | QNN_CONTEXT_BINARY | w8a16 | Snapdragon® X Elite | 3.605 ms | 1 - 1 MB | NPU
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- | text_encoder | QNN_CONTEXT_BINARY | w8a16 | Snapdragon® 8 Gen 3 Mobile | 2.315 ms | 0 - 7 MB | NPU
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- | text_encoder | QNN_CONTEXT_BINARY | w8a16 | Qualcomm® Dragonwing™ IQ-8275 | 7.551 ms | 0 - 10 MB | NPU
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- | text_encoder | QNN_CONTEXT_BINARY | w8a16 | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 3.241 ms | 0 - 1 MB | NPU
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- | text_encoder | QNN_CONTEXT_BINARY | w8a16 | Qualcomm® SA8775P | 3.508 ms | 0 - 10 MB | NPU
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- | text_encoder | QNN_CONTEXT_BINARY | w8a16 | Qualcomm® SA8650P | 3.508 ms | 0 - 10 MB | NPU
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- | text_encoder | QNN_CONTEXT_BINARY | w8a16 | Qualcomm® SA8255P | 3.508 ms | 0 - 10 MB | NPU
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- | text_encoder | QNN_CONTEXT_BINARY | w8a16 | Qualcomm® Dragonwing™ IQ-9075 | 4.586 ms | 2 - 4 MB | NPU
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- | text_encoder | QNN_CONTEXT_BINARY | w8a16 | Qualcomm® Dragonwing™ IQ-X7181 | 3.605 ms | 1 - 1 MB | NPU
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- | text_encoder | QNN_CONTEXT_BINARY | w8a16 | Qualcomm® Dragonwing™ Q-6690 | 22.077 ms | 0 - 6 MB | NPU
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- | text_encoder | QNN_CONTEXT_BINARY | w8a16 | Qualcomm® Dragonwing™ Q-7790 | 3.671 ms | 0 - 6 MB | NPU
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- | text_encoder | QNN_CONTEXT_BINARY | w8a16 | Qualcomm® Dragonwing™ Q-8750 | 1.754 ms | 0 - 9 MB | NPU
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- | text_encoder | QNN_CONTEXT_BINARY | w8a16 | Qualcomm® SA7255P | 7.551 ms | 0 - 10 MB | NPU
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- | text_encoder | QNN_CONTEXT_BINARY | w8a16 | Snapdragon® 8 Elite Mobile | 1.754 ms | 0 - 9 MB | NPU
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- | text_encoder | QNN_CONTEXT_BINARY | w8a16 | Snapdragon® 8 Elite Gen 5 Mobile | 1.545 ms | 0 - 8 MB | NPU
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- | text_encoder | QNN_CONTEXT_BINARY | w8a16 | Snapdragon® 7 Gen 4 Mobile | 3.671 ms | 0 - 6 MB | NPU
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- | unet | PRECOMPILED_QNN_ONNX | w8a16 | Snapdragon® X2 Elite | 46.74 ms | 13 - 13 MB | NPU
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- | unet | PRECOMPILED_QNN_ONNX | w8a16 | Snapdragon® X Elite | 114.294 ms | 829 - 829 MB | NPU
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- | unet | PRECOMPILED_QNN_ONNX | w8a16 | Snapdragon® 8 Gen 3 Mobile | 82.09 ms | 13 - 23 MB | NPU
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- | unet | PRECOMPILED_QNN_ONNX | w8a16 | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 113.383 ms | 0 - 882 MB | NPU
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- | unet | PRECOMPILED_QNN_ONNX | w8a16 | Qualcomm® Dragonwing™ IQ-9075 | 106.109 ms | 12 - 28 MB | NPU
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- | unet | PRECOMPILED_QNN_ONNX | w8a16 | Qualcomm® Dragonwing™ IQ-X7181 | 114.294 ms | 829 - 829 MB | NPU
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- | unet | PRECOMPILED_QNN_ONNX | w8a16 | Qualcomm® Dragonwing™ Q-6690 | 2286.748 ms | 14 - 24 MB | NPU
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- | unet | PRECOMPILED_QNN_ONNX | w8a16 | Qualcomm® Dragonwing™ Q-7790 | 179.31 ms | 13 - 24 MB | NPU
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- | unet | PRECOMPILED_QNN_ONNX | w8a16 | Qualcomm® Dragonwing™ Q-8750 | 63.643 ms | 6 - 17 MB | NPU
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- | unet | PRECOMPILED_QNN_ONNX | w8a16 | Snapdragon® 8 Elite Mobile | 63.643 ms | 6 - 17 MB | NPU
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- | unet | PRECOMPILED_QNN_ONNX | w8a16 | Snapdragon® 8 Elite Gen 5 Mobile | 48.604 ms | 6 - 17 MB | NPU
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- | unet | PRECOMPILED_QNN_ONNX | w8a16 | Snapdragon® 7 Gen 4 Mobile | 179.31 ms | 13 - 24 MB | NPU
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- | unet | QNN_CONTEXT_BINARY | w8a16 | Snapdragon® X2 Elite | 46.717 ms | 13 - 13 MB | NPU
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- | unet | QNN_CONTEXT_BINARY | w8a16 | Snapdragon® X Elite | 114.185 ms | 13 - 13 MB | NPU
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- | unet | QNN_CONTEXT_BINARY | w8a16 | Snapdragon® 8 Gen 3 Mobile | 80.875 ms | 13 - 19 MB | NPU
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- | unet | QNN_CONTEXT_BINARY | w8a16 | Qualcomm® Dragonwing™ IQ-8275 | 266.569 ms | 8 - 17 MB | NPU
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- | unet | QNN_CONTEXT_BINARY | w8a16 | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 111.759 ms | 13 - 16 MB | NPU
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- | unet | QNN_CONTEXT_BINARY | w8a16 | Qualcomm® SA8775P | 107.098 ms | 5 - 14 MB | NPU
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- | unet | QNN_CONTEXT_BINARY | w8a16 | Qualcomm® SA8650P | 107.098 ms | 5 - 14 MB | NPU
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- | unet | QNN_CONTEXT_BINARY | w8a16 | Qualcomm® SA8255P | 107.098 ms | 5 - 14 MB | NPU
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- | unet | QNN_CONTEXT_BINARY | w8a16 | Qualcomm® Dragonwing™ IQ-9075 | 105.662 ms | 11 - 25 MB | NPU
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- | unet | QNN_CONTEXT_BINARY | w8a16 | Qualcomm® Dragonwing™ IQ-X7181 | 114.185 ms | 13 - 13 MB | NPU
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- | unet | QNN_CONTEXT_BINARY | w8a16 | Qualcomm® Dragonwing™ Q-6690 | 2038.039 ms | 3 - 10 MB | NPU
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- | unet | QNN_CONTEXT_BINARY | w8a16 | Qualcomm® Dragonwing™ Q-7790 | 178.068 ms | 11 - 17 MB | NPU
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- | unet | QNN_CONTEXT_BINARY | w8a16 | Qualcomm® Dragonwing™ Q-8750 | 61.657 ms | 6 - 19 MB | NPU
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- | unet | QNN_CONTEXT_BINARY | w8a16 | Qualcomm® SA7255P | 266.569 ms | 8 - 17 MB | NPU
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- | unet | QNN_CONTEXT_BINARY | w8a16 | Snapdragon® 8 Elite Mobile | 61.657 ms | 6 - 19 MB | NPU
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- | unet | QNN_CONTEXT_BINARY | w8a16 | Snapdragon® 8 Elite Gen 5 Mobile | 46.255 ms | 6 - 14 MB | NPU
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- | unet | QNN_CONTEXT_BINARY | w8a16 | Snapdragon® 7 Gen 4 Mobile | 178.068 ms | 11 - 17 MB | NPU
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- | vae | PRECOMPILED_QNN_ONNX | w8a16 | Snapdragon® X2 Elite | 127.162 ms | 4 - 4 MB | NPU
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- | vae | PRECOMPILED_QNN_ONNX | w8a16 | Snapdragon® X Elite | 258.689 ms | 62 - 62 MB | NPU
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- | vae | PRECOMPILED_QNN_ONNX | w8a16 | Snapdragon® 8 Gen 3 Mobile | 195.689 ms | 3 - 11 MB | NPU
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- | vae | PRECOMPILED_QNN_ONNX | w8a16 | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 266.045 ms | 4 - 5 MB | NPU
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- | vae | PRECOMPILED_QNN_ONNX | w8a16 | Qualcomm® Dragonwing™ IQ-9075 | 240.568 ms | 3 - 6 MB | NPU
176
- | vae | PRECOMPILED_QNN_ONNX | w8a16 | Qualcomm® Dragonwing™ IQ-X7181 | 258.689 ms | 62 - 62 MB | NPU
177
- | vae | PRECOMPILED_QNN_ONNX | w8a16 | Qualcomm® Dragonwing™ Q-6690 | 6251.524 ms | 1 - 7 MB | NPU
178
- | vae | PRECOMPILED_QNN_ONNX | w8a16 | Qualcomm® Dragonwing™ Q-7790 | 506.185 ms | 2 - 8 MB | NPU
179
- | vae | PRECOMPILED_QNN_ONNX | w8a16 | Qualcomm® Dragonwing™ Q-8750 | 172.138 ms | 4 - 15 MB | NPU
180
- | vae | PRECOMPILED_QNN_ONNX | w8a16 | Snapdragon® 8 Elite Mobile | 172.138 ms | 4 - 15 MB | NPU
181
- | vae | PRECOMPILED_QNN_ONNX | w8a16 | Snapdragon® 8 Elite Gen 5 Mobile | 120.04 ms | 3 - 10 MB | NPU
182
- | vae | PRECOMPILED_QNN_ONNX | w8a16 | Snapdragon® 7 Gen 4 Mobile | 506.185 ms | 2 - 8 MB | NPU
183
- | vae | QNN_CONTEXT_BINARY | w8a16 | Snapdragon® X2 Elite | 127.358 ms | 0 - 0 MB | NPU
184
- | vae | QNN_CONTEXT_BINARY | w8a16 | Snapdragon® X Elite | 258.867 ms | 0 - 0 MB | NPU
185
- | vae | QNN_CONTEXT_BINARY | w8a16 | Snapdragon® 8 Gen 3 Mobile | 195.855 ms | 1 - 8 MB | NPU
186
- | vae | QNN_CONTEXT_BINARY | w8a16 | Qualcomm® Dragonwing™ IQ-8275 | 711.895 ms | 0 - 9 MB | NPU
187
- | vae | QNN_CONTEXT_BINARY | w8a16 | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 261.497 ms | 0 - 2 MB | NPU
188
- | vae | QNN_CONTEXT_BINARY | w8a16 | Qualcomm® SA8775P | 243.871 ms | 0 - 10 MB | NPU
189
- | vae | QNN_CONTEXT_BINARY | w8a16 | Qualcomm® SA8650P | 243.871 ms | 0 - 10 MB | NPU
190
- | vae | QNN_CONTEXT_BINARY | w8a16 | Qualcomm® SA8255P | 243.871 ms | 0 - 10 MB | NPU
191
- | vae | QNN_CONTEXT_BINARY | w8a16 | Qualcomm® Dragonwing™ IQ-9075 | 240.535 ms | 2 - 5 MB | NPU
192
- | vae | QNN_CONTEXT_BINARY | w8a16 | Qualcomm® Dragonwing™ IQ-X7181 | 258.867 ms | 0 - 0 MB | NPU
193
- | vae | QNN_CONTEXT_BINARY | w8a16 | Qualcomm® Dragonwing™ Q-6690 | 6241.866 ms | 3 - 10 MB | NPU
194
- | vae | QNN_CONTEXT_BINARY | w8a16 | Qualcomm® Dragonwing™ Q-7790 | 505.323 ms | 1 - 7 MB | NPU
195
- | vae | QNN_CONTEXT_BINARY | w8a16 | Qualcomm® Dragonwing™ Q-8750 | 172.612 ms | 0 - 13 MB | NPU
196
- | vae | QNN_CONTEXT_BINARY | w8a16 | Qualcomm® SA7255P | 711.895 ms | 0 - 9 MB | NPU
197
- | vae | QNN_CONTEXT_BINARY | w8a16 | Snapdragon® 8 Elite Mobile | 172.612 ms | 0 - 13 MB | NPU
198
- | vae | QNN_CONTEXT_BINARY | w8a16 | Snapdragon® 8 Elite Gen 5 Mobile | 120.018 ms | 0 - 9 MB | NPU
199
- | vae | QNN_CONTEXT_BINARY | w8a16 | Snapdragon® 7 Gen 4 Mobile | 505.323 ms | 1 - 7 MB | NPU
 
 
 
 
200
 
201
  ## License
202
  * The license for the original implementation of ControlNet-Canny can be found
 
1
  ---
2
  library_name: pytorch
3
+ license: apache-2.0
4
  tags:
5
  - generative_ai
6
  - android
 
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/v0.61.0/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 1.27.1 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/controlnet_canny/releases/v0.61.0/controlnet_canny-precompiled_qnn_onnx-w8a16-qualcomm_snapdragon_x2_elite.zip)
32
+ | PRECOMPILED_QNN_ONNX | w8a16 | Snapdragon® X Elite | QAIRT 2.45, ONNX Runtime 1.27.1 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/controlnet_canny/releases/v0.61.0/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 1.27.1 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/controlnet_canny/releases/v0.61.0/controlnet_canny-precompiled_qnn_onnx-w8a16-qualcomm_snapdragon_8gen3.zip)
34
+ | PRECOMPILED_QNN_ONNX | w8a16 | Qualcomm® Dragonwing™ IQ-8275 | 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/v0.61.0/controlnet_canny-precompiled_qnn_onnx-w8a16-qualcomm_qcs8275.zip)
35
+ | 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/v0.61.0/controlnet_canny-precompiled_qnn_onnx-w8a16-qualcomm_qcs8550_proxy.zip)
36
+ | 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/v0.61.0/controlnet_canny-precompiled_qnn_onnx-w8a16-qualcomm_qcm6690.zip)
37
+ | 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/v0.61.0/controlnet_canny-precompiled_qnn_onnx-w8a16-qualcomm_qcs9075.zip)
38
+ | 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/v0.61.0/controlnet_canny-precompiled_qnn_onnx-w8a16-qualcomm_snapdragon_7gen4.zip)
39
+ | 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/v0.61.0/controlnet_canny-precompiled_qnn_onnx-w8a16-qualcomm_snapdragon_8_elite_for_galaxy.zip)
40
+ | 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/v0.61.0/controlnet_canny-precompiled_qnn_onnx-w8a16-qualcomm_snapdragon_8_elite_gen5_for_galaxy.zip)
41
+ | 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/v0.61.0/controlnet_canny-qnn_context_binary-w8a16-qualcomm_snapdragon_x2_elite.zip)
42
+ | 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/v0.61.0/controlnet_canny-qnn_context_binary-w8a16-qualcomm_snapdragon_x_elite.zip)
43
+ | 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/v0.61.0/controlnet_canny-qnn_context_binary-w8a16-qualcomm_snapdragon_8gen3.zip)
44
+ | QNN_CONTEXT_BINARY | w8a16 | Qualcomm® Dragonwing™ IQ-8275 | QAIRT 2.45 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/controlnet_canny/releases/v0.61.0/controlnet_canny-qnn_context_binary-w8a16-qualcomm_qcs8275.zip)
45
+ | 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/v0.61.0/controlnet_canny-qnn_context_binary-w8a16-qualcomm_qcs8550_proxy.zip)
46
+ | 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/v0.61.0/controlnet_canny-qnn_context_binary-w8a16-qualcomm_sa8775p.zip)
47
+ | 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/v0.61.0/controlnet_canny-qnn_context_binary-w8a16-qualcomm_qcm6690.zip)
48
+ | 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/v0.61.0/controlnet_canny-qnn_context_binary-w8a16-qualcomm_qcs9075.zip)
49
+ | 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/v0.61.0/controlnet_canny-qnn_context_binary-w8a16-qualcomm_sa7255p.zip)
50
+ | 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/v0.61.0/controlnet_canny-qnn_context_binary-w8a16-qualcomm_snapdragon_7gen4.zip)
51
+ | 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/v0.61.0/controlnet_canny-qnn_context_binary-w8a16-qualcomm_snapdragon_8_elite_for_galaxy.zip)
52
+ | 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/v0.61.0/controlnet_canny-qnn_context_binary-w8a16-qualcomm_snapdragon_8_elite_gen5_for_galaxy.zip)
53
 
54
  For more device-specific assets and performance metrics, visit **[ControlNet-Canny on Qualcomm® AI Hub](https://aihub.qualcomm.com/models/controlnet_canny)**.
55
 
56
 
57
  ### Option 2: Export with Custom Configurations
58
 
59
+ Use the [Qualcomm® AI Hub Models](https://github.com/qualcomm/ai-hub-models/blob/v0.61.0/src/qai_hub_models/models/controlnet_canny) Python library to compile and export the model with your own:
60
  - Custom weights (e.g., fine-tuned checkpoints)
61
  - Custom input shapes
62
  - Target device and runtime configurations
63
 
64
  This option is ideal if you need to customize the model beyond the default configuration provided here.
65
 
66
+ See our repository for [ControlNet-Canny on GitHub](https://github.com/qualcomm/ai-hub-models/blob/v0.61.0/src/qai_hub_models/models/controlnet_canny) for usage instructions.
67
 
68
  ## Model Details
69
 
 
81
  ## Performance Summary
82
  | Model | Runtime | Precision | Chipset | Inference Time (ms) | Peak Memory Range (MB) | Primary Compute Unit
83
  |---|---|---|---|---|---|---
84
+ | controlnet | PRECOMPILED_QNN_ONNX | w8a16 | Snapdragon® X2 Elite | 29.115 ms | 33 - 33 MB | NPU
85
+ | controlnet | PRECOMPILED_QNN_ONNX | w8a16 | Snapdragon® X Elite | 70.864 ms | 352 - 352 MB | NPU
86
+ | controlnet | PRECOMPILED_QNN_ONNX | w8a16 | Snapdragon® 8 Gen 3 Mobile | 59.84 ms | 33 - 45 MB | NPU
87
+ | controlnet | PRECOMPILED_QNN_ONNX | w8a16 | Qualcomm® Dragonwing™ IQ-8275 | 71.106 ms | 30 - 35 MB | NPU
88
+ | controlnet | PRECOMPILED_QNN_ONNX | w8a16 | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 75.918 ms | 30 - 32 MB | NPU
89
+ | controlnet | PRECOMPILED_QNN_ONNX | w8a16 | Qualcomm® Dragonwing™ IQ-9075 | 70.966 ms | 30 - 34 MB | NPU
90
+ | controlnet | PRECOMPILED_QNN_ONNX | w8a16 | Qualcomm® Dragonwing™ IQ-X7181 | 70.864 ms | 352 - 352 MB | NPU
91
+ | controlnet | PRECOMPILED_QNN_ONNX | w8a16 | Qualcomm® Dragonwing™ Q-6690 | 1032.002 ms | 2 - 13 MB | NPU
92
+ | controlnet | PRECOMPILED_QNN_ONNX | w8a16 | Qualcomm® Dragonwing™ Q-7790 | 120.798 ms | 32 - 42 MB | NPU
93
+ | controlnet | PRECOMPILED_QNN_ONNX | w8a16 | Qualcomm® Dragonwing™ Q-8750 | 44.083 ms | 31 - 44 MB | NPU
94
+ | controlnet | PRECOMPILED_QNN_ONNX | w8a16 | Snapdragon® 8 Elite Mobile | 44.083 ms | 31 - 44 MB | NPU
95
+ | controlnet | PRECOMPILED_QNN_ONNX | w8a16 | Snapdragon® 8 Elite Gen 5 Mobile | 28.81 ms | 35 - 42 MB | NPU
96
+ | controlnet | PRECOMPILED_QNN_ONNX | w8a16 | Snapdragon® 7 Gen 4 Mobile | 120.798 ms | 32 - 42 MB | NPU
97
+ | controlnet | QNN_CONTEXT_BINARY | w8a16 | Snapdragon® X2 Elite | 29.44 ms | 2 - 2 MB | NPU
98
+ | controlnet | QNN_CONTEXT_BINARY | w8a16 | Snapdragon® X Elite | 70.992 ms | 2 - 2 MB | NPU
99
+ | controlnet | QNN_CONTEXT_BINARY | w8a16 | Snapdragon® 8 Gen 3 Mobile | 57.107 ms | 2 - 10 MB | NPU
100
+ | controlnet | QNN_CONTEXT_BINARY | w8a16 | Qualcomm® Dragonwing™ IQ-8275 | 138.234 ms | 2 - 11 MB | NPU
101
+ | controlnet | QNN_CONTEXT_BINARY | w8a16 | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 75.676 ms | 2 - 17 MB | NPU
102
+ | controlnet | QNN_CONTEXT_BINARY | w8a16 | Qualcomm® SA8775P | 70.414 ms | 2 - 11 MB | NPU
103
+ | controlnet | QNN_CONTEXT_BINARY | w8a16 | Qualcomm® SA8650P | 70.414 ms | 2 - 11 MB | NPU
104
+ | controlnet | QNN_CONTEXT_BINARY | w8a16 | Qualcomm® SA8255P | 70.414 ms | 2 - 11 MB | NPU
105
+ | controlnet | QNN_CONTEXT_BINARY | w8a16 | Qualcomm® Dragonwing™ IQ-9075 | 70.532 ms | 2 - 18 MB | NPU
106
+ | controlnet | QNN_CONTEXT_BINARY | w8a16 | Qualcomm® Dragonwing™ IQ-X7181 | 70.992 ms | 2 - 2 MB | NPU
107
+ | controlnet | QNN_CONTEXT_BINARY | w8a16 | Qualcomm® Dragonwing™ Q-6690 | 893.459 ms | 0 - 6 MB | NPU
108
+ | controlnet | QNN_CONTEXT_BINARY | w8a16 | Qualcomm® Dragonwing™ Q-7790 | 120.358 ms | 2 - 8 MB | NPU
109
+ | controlnet | QNN_CONTEXT_BINARY | w8a16 | Qualcomm® Dragonwing™ Q-8750 | 44.001 ms | 2 - 11 MB | NPU
110
+ | controlnet | QNN_CONTEXT_BINARY | w8a16 | Qualcomm® SA7255P | 138.234 ms | 2 - 11 MB | NPU
111
+ | controlnet | QNN_CONTEXT_BINARY | w8a16 | Snapdragon® 8 Elite Mobile | 44.001 ms | 2 - 11 MB | NPU
112
+ | controlnet | QNN_CONTEXT_BINARY | w8a16 | Snapdragon® 8 Elite Gen 5 Mobile | 28.377 ms | 2 - 10 MB | NPU
113
+ | controlnet | QNN_CONTEXT_BINARY | w8a16 | Snapdragon® 7 Gen 4 Mobile | 120.358 ms | 2 - 8 MB | NPU
114
+ | text_encoder | PRECOMPILED_QNN_ONNX | w8a16 | Snapdragon® X2 Elite | 1.519 ms | 1 - 1 MB | NPU
115
+ | text_encoder | PRECOMPILED_QNN_ONNX | w8a16 | Snapdragon® X Elite | 3.435 ms | 157 - 157 MB | NPU
116
+ | text_encoder | PRECOMPILED_QNN_ONNX | w8a16 | Snapdragon® 8 Gen 3 Mobile | 2.306 ms | 0 - 12 MB | NPU
117
+ | text_encoder | PRECOMPILED_QNN_ONNX | w8a16 | Qualcomm® Dragonwing™ IQ-8275 | 3.197 ms | 0 - 4 MB | NPU
118
+ | text_encoder | PRECOMPILED_QNN_ONNX | w8a16 | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 3.246 ms | 0 - 162 MB | NPU
119
+ | text_encoder | PRECOMPILED_QNN_ONNX | w8a16 | Qualcomm® Dragonwing™ IQ-9075 | 3.347 ms | 0 - 3 MB | NPU
120
+ | text_encoder | PRECOMPILED_QNN_ONNX | w8a16 | Qualcomm® Dragonwing™ IQ-X7181 | 3.435 ms | 157 - 157 MB | NPU
121
+ | text_encoder | PRECOMPILED_QNN_ONNX | w8a16 | Qualcomm® Dragonwing™ Q-6690 | 22.092 ms | 0 - 10 MB | NPU
122
+ | text_encoder | PRECOMPILED_QNN_ONNX | w8a16 | Qualcomm® Dragonwing™ Q-7790 | 3.694 ms | 0 - 6 MB | NPU
123
+ | text_encoder | PRECOMPILED_QNN_ONNX | w8a16 | Qualcomm® Dragonwing™ Q-8750 | 1.753 ms | 0 - 7 MB | NPU
124
+ | text_encoder | PRECOMPILED_QNN_ONNX | w8a16 | Snapdragon® 8 Elite Mobile | 1.753 ms | 0 - 7 MB | NPU
125
+ | text_encoder | PRECOMPILED_QNN_ONNX | w8a16 | Snapdragon® 8 Elite Gen 5 Mobile | 1.552 ms | 0 - 14 MB | NPU
126
+ | text_encoder | PRECOMPILED_QNN_ONNX | w8a16 | Snapdragon® 7 Gen 4 Mobile | 3.694 ms | 0 - 6 MB | NPU
127
+ | text_encoder | QNN_CONTEXT_BINARY | w8a16 | Snapdragon® X2 Elite | 1.725 ms | 0 - 0 MB | NPU
128
+ | text_encoder | QNN_CONTEXT_BINARY | w8a16 | Snapdragon® X Elite | 3.611 ms | 0 - 0 MB | NPU
129
+ | text_encoder | QNN_CONTEXT_BINARY | w8a16 | Snapdragon® 8 Gen 3 Mobile | 2.313 ms | 0 - 7 MB | NPU
130
+ | text_encoder | QNN_CONTEXT_BINARY | w8a16 | Qualcomm® Dragonwing™ IQ-8275 | 7.504 ms | 0 - 9 MB | NPU
131
+ | text_encoder | QNN_CONTEXT_BINARY | w8a16 | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 3.247 ms | 0 - 1 MB | NPU
132
+ | text_encoder | QNN_CONTEXT_BINARY | w8a16 | Qualcomm® SA8775P | 3.497 ms | 0 - 10 MB | NPU
133
+ | text_encoder | QNN_CONTEXT_BINARY | w8a16 | Qualcomm® SA8650P | 3.497 ms | 0 - 10 MB | NPU
134
+ | text_encoder | QNN_CONTEXT_BINARY | w8a16 | Qualcomm® SA8255P | 3.497 ms | 0 - 10 MB | NPU
135
+ | text_encoder | QNN_CONTEXT_BINARY | w8a16 | Qualcomm® Dragonwing™ IQ-9075 | 3.341 ms | 0 - 2 MB | NPU
136
+ | text_encoder | QNN_CONTEXT_BINARY | w8a16 | Qualcomm® Dragonwing™ IQ-X7181 | 3.611 ms | 0 - 0 MB | NPU
137
+ | text_encoder | QNN_CONTEXT_BINARY | w8a16 | Qualcomm® Dragonwing™ Q-6690 | 21.993 ms | 0 - 6 MB | NPU
138
+ | text_encoder | QNN_CONTEXT_BINARY | w8a16 | Qualcomm® Dragonwing™ Q-7790 | 3.67 ms | 0 - 6 MB | NPU
139
+ | text_encoder | QNN_CONTEXT_BINARY | w8a16 | Qualcomm® Dragonwing™ Q-8750 | 1.746 ms | 0 - 9 MB | NPU
140
+ | text_encoder | QNN_CONTEXT_BINARY | w8a16 | Qualcomm® SA7255P | 7.504 ms | 0 - 9 MB | NPU
141
+ | text_encoder | QNN_CONTEXT_BINARY | w8a16 | Snapdragon® 8 Elite Mobile | 1.746 ms | 0 - 9 MB | NPU
142
+ | text_encoder | QNN_CONTEXT_BINARY | w8a16 | Snapdragon® 8 Elite Gen 5 Mobile | 1.542 ms | 0 - 9 MB | NPU
143
+ | text_encoder | QNN_CONTEXT_BINARY | w8a16 | Snapdragon® 7 Gen 4 Mobile | 3.67 ms | 0 - 6 MB | NPU
144
+ | unet | PRECOMPILED_QNN_ONNX | w8a16 | Snapdragon® X2 Elite | 46.703 ms | 13 - 13 MB | NPU
145
+ | unet | PRECOMPILED_QNN_ONNX | w8a16 | Snapdragon® X Elite | 114.147 ms | 829 - 829 MB | NPU
146
+ | unet | PRECOMPILED_QNN_ONNX | w8a16 | Snapdragon® 8 Gen 3 Mobile | 82.833 ms | 13 - 25 MB | NPU
147
+ | unet | PRECOMPILED_QNN_ONNX | w8a16 | Qualcomm® Dragonwing™ IQ-8275 | 106.904 ms | 11 - 28 MB | NPU
148
+ | unet | PRECOMPILED_QNN_ONNX | w8a16 | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 112.935 ms | 0 - 883 MB | NPU
149
+ | unet | PRECOMPILED_QNN_ONNX | w8a16 | Qualcomm® Dragonwing™ IQ-9075 | 106.042 ms | 13 - 28 MB | NPU
150
+ | unet | PRECOMPILED_QNN_ONNX | w8a16 | Qualcomm® Dragonwing™ IQ-X7181 | 114.147 ms | 829 - 829 MB | NPU
151
+ | unet | PRECOMPILED_QNN_ONNX | w8a16 | Qualcomm® Dragonwing™ Q-6690 | 2170.557 ms | 13 - 24 MB | NPU
152
+ | unet | PRECOMPILED_QNN_ONNX | w8a16 | Qualcomm® Dragonwing™ Q-7790 | 179.576 ms | 13 - 24 MB | NPU
153
+ | unet | PRECOMPILED_QNN_ONNX | w8a16 | Qualcomm® Dragonwing™ Q-8750 | 63.54 ms | 6 - 17 MB | NPU
154
+ | unet | PRECOMPILED_QNN_ONNX | w8a16 | Snapdragon® 8 Elite Mobile | 63.54 ms | 6 - 17 MB | NPU
155
+ | unet | PRECOMPILED_QNN_ONNX | w8a16 | Snapdragon® 8 Elite Gen 5 Mobile | 48.983 ms | 6 - 17 MB | NPU
156
+ | unet | PRECOMPILED_QNN_ONNX | w8a16 | Snapdragon® 7 Gen 4 Mobile | 179.576 ms | 13 - 24 MB | NPU
157
+ | unet | QNN_CONTEXT_BINARY | w8a16 | Snapdragon® X2 Elite | 46.911 ms | 13 - 13 MB | NPU
158
+ | unet | QNN_CONTEXT_BINARY | w8a16 | Snapdragon® X Elite | 114.027 ms | 13 - 13 MB | NPU
159
+ | unet | QNN_CONTEXT_BINARY | w8a16 | Snapdragon® 8 Gen 3 Mobile | 80.549 ms | 13 - 20 MB | NPU
160
+ | unet | QNN_CONTEXT_BINARY | w8a16 | Qualcomm® Dragonwing™ IQ-8275 | 266.608 ms | 11 - 19 MB | NPU
161
+ | unet | QNN_CONTEXT_BINARY | w8a16 | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 112.411 ms | 13 - 15 MB | NPU
162
+ | unet | QNN_CONTEXT_BINARY | w8a16 | Qualcomm® SA8775P | 107.12 ms | 11 - 20 MB | NPU
163
+ | unet | QNN_CONTEXT_BINARY | w8a16 | Qualcomm® SA8650P | 107.12 ms | 11 - 20 MB | NPU
164
+ | unet | QNN_CONTEXT_BINARY | w8a16 | Qualcomm® SA8255P | 107.12 ms | 11 - 20 MB | NPU
165
+ | unet | QNN_CONTEXT_BINARY | w8a16 | Qualcomm® Dragonwing™ IQ-9075 | 106.917 ms | 11 - 25 MB | NPU
166
+ | unet | QNN_CONTEXT_BINARY | w8a16 | Qualcomm® Dragonwing™ IQ-X7181 | 114.027 ms | 13 - 13 MB | NPU
167
+ | unet | QNN_CONTEXT_BINARY | w8a16 | Qualcomm® Dragonwing™ Q-6690 | 2069.299 ms | 8 - 14 MB | NPU
168
+ | unet | QNN_CONTEXT_BINARY | w8a16 | Qualcomm® Dragonwing™ Q-7790 | 179.277 ms | 13 - 19 MB | NPU
169
+ | unet | QNN_CONTEXT_BINARY | w8a16 | Qualcomm® Dragonwing™ Q-8750 | 61.869 ms | 6 - 19 MB | NPU
170
+ | unet | QNN_CONTEXT_BINARY | w8a16 | Qualcomm® SA7255P | 266.608 ms | 11 - 19 MB | NPU
171
+ | unet | QNN_CONTEXT_BINARY | w8a16 | Snapdragon® 8 Elite Mobile | 61.869 ms | 6 - 19 MB | NPU
172
+ | unet | QNN_CONTEXT_BINARY | w8a16 | Snapdragon® 8 Elite Gen 5 Mobile | 46.35 ms | 6 - 15 MB | NPU
173
+ | unet | QNN_CONTEXT_BINARY | w8a16 | Snapdragon® 7 Gen 4 Mobile | 179.277 ms | 13 - 19 MB | NPU
174
+ | vae | PRECOMPILED_QNN_ONNX | w8a16 | Snapdragon® X2 Elite | 126.952 ms | 4 - 4 MB | NPU
175
+ | vae | PRECOMPILED_QNN_ONNX | w8a16 | Snapdragon® X Elite | 258.679 ms | 62 - 62 MB | NPU
176
+ | vae | PRECOMPILED_QNN_ONNX | w8a16 | Snapdragon® 8 Gen 3 Mobile | 197.364 ms | 3 - 11 MB | NPU
177
+ | vae | PRECOMPILED_QNN_ONNX | w8a16 | Qualcomm® Dragonwing™ IQ-8275 | 262.233 ms | 3 - 7 MB | NPU
178
+ | vae | PRECOMPILED_QNN_ONNX | w8a16 | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 262.765 ms | 4 - 5 MB | NPU
179
+ | vae | PRECOMPILED_QNN_ONNX | w8a16 | Qualcomm® Dragonwing™ IQ-9075 | 240.571 ms | 3 - 6 MB | NPU
180
+ | vae | PRECOMPILED_QNN_ONNX | w8a16 | Qualcomm® Dragonwing™ IQ-X7181 | 258.679 ms | 62 - 62 MB | NPU
181
+ | vae | PRECOMPILED_QNN_ONNX | w8a16 | Qualcomm® Dragonwing™ Q-6690 | 6315.343 ms | 0 - 7 MB | NPU
182
+ | vae | PRECOMPILED_QNN_ONNX | w8a16 | Qualcomm® Dragonwing™ Q-7790 | 505.592 ms | 2 - 8 MB | NPU
183
+ | vae | PRECOMPILED_QNN_ONNX | w8a16 | Qualcomm® Dragonwing™ Q-8750 | 172.672 ms | 3 - 15 MB | NPU
184
+ | vae | PRECOMPILED_QNN_ONNX | w8a16 | Snapdragon® 8 Elite Mobile | 172.672 ms | 3 - 15 MB | NPU
185
+ | vae | PRECOMPILED_QNN_ONNX | w8a16 | Snapdragon® 8 Elite Gen 5 Mobile | 120.875 ms | 3 - 10 MB | NPU
186
+ | vae | PRECOMPILED_QNN_ONNX | w8a16 | Snapdragon® 7 Gen 4 Mobile | 505.592 ms | 2 - 8 MB | NPU
187
+ | vae | QNN_CONTEXT_BINARY | w8a16 | Snapdragon® X2 Elite | 127.18 ms | 0 - 0 MB | NPU
188
+ | vae | QNN_CONTEXT_BINARY | w8a16 | Snapdragon® X Elite | 259.674 ms | 0 - 0 MB | NPU
189
+ | vae | QNN_CONTEXT_BINARY | w8a16 | Snapdragon® 8 Gen 3 Mobile | 197.427 ms | 3 - 10 MB | NPU
190
+ | vae | QNN_CONTEXT_BINARY | w8a16 | Qualcomm® Dragonwing™ IQ-8275 | 711.8 ms | 0 - 10 MB | NPU
191
+ | vae | QNN_CONTEXT_BINARY | w8a16 | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 262.561 ms | 0 - 2 MB | NPU
192
+ | vae | QNN_CONTEXT_BINARY | w8a16 | Qualcomm® SA8775P | 243.768 ms | 0 - 9 MB | NPU
193
+ | vae | QNN_CONTEXT_BINARY | w8a16 | Qualcomm® SA8650P | 243.768 ms | 0 - 9 MB | NPU
194
+ | vae | QNN_CONTEXT_BINARY | w8a16 | Qualcomm® SA8255P | 243.768 ms | 0 - 9 MB | NPU
195
+ | vae | QNN_CONTEXT_BINARY | w8a16 | Qualcomm® Dragonwing™ IQ-9075 | 240.993 ms | 0 - 3 MB | NPU
196
+ | vae | QNN_CONTEXT_BINARY | w8a16 | Qualcomm® Dragonwing™ IQ-X7181 | 259.674 ms | 0 - 0 MB | NPU
197
+ | vae | QNN_CONTEXT_BINARY | w8a16 | Qualcomm® Dragonwing™ Q-6690 | 6272.479 ms | 0 - 7 MB | NPU
198
+ | vae | QNN_CONTEXT_BINARY | w8a16 | Qualcomm® Dragonwing™ Q-7790 | 503.305 ms | 1 - 7 MB | NPU
199
+ | vae | QNN_CONTEXT_BINARY | w8a16 | Qualcomm® Dragonwing™ Q-8750 | 171.99 ms | 1 - 10 MB | NPU
200
+ | vae | QNN_CONTEXT_BINARY | w8a16 | Qualcomm® SA7255P | 711.8 ms | 0 - 10 MB | NPU
201
+ | vae | QNN_CONTEXT_BINARY | w8a16 | Snapdragon® 8 Elite Mobile | 171.99 ms | 1 - 10 MB | NPU
202
+ | vae | QNN_CONTEXT_BINARY | w8a16 | Snapdragon® 8 Elite Gen 5 Mobile | 121.193 ms | 0 - 10 MB | NPU
203
+ | vae | QNN_CONTEXT_BINARY | w8a16 | Snapdragon® 7 Gen 4 Mobile | 503.305 ms | 1 - 7 MB | NPU
204
 
205
  ## License
206
  * The license for the original implementation of ControlNet-Canny can be found
release_assets.json CHANGED
@@ -1,5 +1,5 @@
1
  {
2
- "version": "0.60.0",
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  }
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  },
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  "qualcomm-qcs8275": {
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  "precompiled_qnn_onnx": {
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  "tool_versions": {
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- "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/controlnet_canny/releases/v0.60.0/controlnet_canny-precompiled_qnn_onnx-w8a16-qualcomm_qcs8275.zip"
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  "qnn_context_binary": {
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- "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/controlnet_canny/releases/v0.60.0/controlnet_canny-qnn_context_binary-w8a16-qualcomm_qcs8275.zip"
33
  }
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  },
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  "qualcomm-qcs8550-proxy": {
@@ -38,13 +39,13 @@
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- "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/controlnet_canny/releases/v0.60.0/controlnet_canny-precompiled_qnn_onnx-w8a16-qualcomm_qcs8550_proxy.zip"
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  }
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  },
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  "qualcomm-qcs9075": {
@@ -53,13 +54,13 @@
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- "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/controlnet_canny/releases/v0.60.0/controlnet_canny-precompiled_qnn_onnx-w8a16-qualcomm_qcs9075.zip"
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- "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/controlnet_canny/releases/v0.60.0/controlnet_canny-qnn_context_binary-w8a16-qualcomm_qcs9075.zip"
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  }
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  "qualcomm-sa7255p": {
@@ -67,7 +68,7 @@
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- "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/controlnet_canny/releases/v0.60.0/controlnet_canny-qnn_context_binary-w8a16-qualcomm_sa7255p.zip"
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  "qualcomm-sa8775p": {
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@@ -84,13 +85,13 @@
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@@ -99,13 +100,13 @@
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- "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/controlnet_canny/releases/v0.60.0/controlnet_canny-qnn_context_binary-w8a16-qualcomm_snapdragon_8_elite_gen5_for_galaxy.zip"
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- "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/controlnet_canny/releases/v0.60.0/controlnet_canny-qnn_context_binary-w8a16-qualcomm_snapdragon_8gen3.zip"
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  }
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  },
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@@ -144,13 +145,13 @@
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- "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/controlnet_canny/releases/v0.60.0/controlnet_canny-precompiled_qnn_onnx-w8a16-qualcomm_snapdragon_x_elite.zip"
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- "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/controlnet_canny/releases/v0.60.0/controlnet_canny-qnn_context_binary-w8a16-qualcomm_snapdragon_x_elite.zip"
154
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@@ -159,13 +160,13 @@
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- "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/controlnet_canny/releases/v0.60.0/controlnet_canny-precompiled_qnn_onnx-w8a16-qualcomm_snapdragon_x2_elite.zip"
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- "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/controlnet_canny/releases/v0.60.0/controlnet_canny-qnn_context_binary-w8a16-qualcomm_snapdragon_x2_elite.zip"
169
  }
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  }
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  }
 
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  }
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+ "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/controlnet_canny/releases/v0.61.0/controlnet_canny-qnn_context_binary-w8a16-qualcomm_qcs8550_proxy.zip"
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  }
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+ "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/controlnet_canny/releases/v0.61.0/controlnet_canny-precompiled_qnn_onnx-w8a16-qualcomm_qcs9075.zip"
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