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ControlNet-Canny

Unconditional Image Generation
PyTorch
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android
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v0.42.0

Browse files

See https://github.com/quic/ai-hub-models/releases/v0.42.0 for changelog.

Files changed (26) hide show
  1. README.md +27 -23
  2. precompiled/qualcomm-qcs8550-proxy/ControlNet-Canny_controlnet_w8a16.onnx.zip +2 -2
  3. precompiled/qualcomm-qcs8550-proxy/ControlNet-Canny_text_encoder_w8a16.onnx.zip +2 -2
  4. precompiled/qualcomm-qcs8550-proxy/ControlNet-Canny_unet_w8a16.onnx.zip +2 -2
  5. precompiled/qualcomm-qcs8550-proxy/ControlNet-Canny_vae_w8a16.onnx.zip +2 -2
  6. precompiled/qualcomm-snapdragon-7gen4/ControlNet-Canny_controlnet_w8a16.onnx.zip +3 -0
  7. precompiled/qualcomm-snapdragon-7gen4/ControlNet-Canny_text_encoder_w8a16.onnx.zip +3 -0
  8. precompiled/qualcomm-snapdragon-7gen4/ControlNet-Canny_unet_w8a16.onnx.zip +3 -0
  9. precompiled/qualcomm-snapdragon-7gen4/ControlNet-Canny_vae_w8a16.onnx.zip +3 -0
  10. precompiled/qualcomm-snapdragon-7gen4/tool-versions.yaml +4 -0
  11. precompiled/qualcomm-snapdragon-8-elite-for-galaxy/ControlNet-Canny_controlnet_w8a16.onnx.zip +1 -1
  12. precompiled/qualcomm-snapdragon-8-elite-for-galaxy/ControlNet-Canny_text_encoder_w8a16.onnx.zip +2 -2
  13. precompiled/qualcomm-snapdragon-8-elite-for-galaxy/ControlNet-Canny_unet_w8a16.onnx.zip +2 -2
  14. precompiled/qualcomm-snapdragon-8-elite-for-galaxy/ControlNet-Canny_vae_w8a16.onnx.zip +1 -1
  15. precompiled/qualcomm-snapdragon-8-elite-gen5/ControlNet-Canny_controlnet_w8a16.onnx.zip +2 -2
  16. precompiled/qualcomm-snapdragon-8-elite-gen5/ControlNet-Canny_text_encoder_w8a16.onnx.zip +2 -2
  17. precompiled/qualcomm-snapdragon-8-elite-gen5/ControlNet-Canny_unet_w8a16.onnx.zip +2 -2
  18. precompiled/qualcomm-snapdragon-8-elite-gen5/ControlNet-Canny_vae_w8a16.onnx.zip +1 -1
  19. precompiled/qualcomm-snapdragon-8gen3/ControlNet-Canny_controlnet_w8a16.onnx.zip +2 -2
  20. precompiled/qualcomm-snapdragon-8gen3/ControlNet-Canny_text_encoder_w8a16.onnx.zip +2 -2
  21. precompiled/qualcomm-snapdragon-8gen3/ControlNet-Canny_unet_w8a16.onnx.zip +2 -2
  22. precompiled/qualcomm-snapdragon-8gen3/ControlNet-Canny_vae_w8a16.onnx.zip +2 -2
  23. precompiled/qualcomm-snapdragon-x-elite/ControlNet-Canny_controlnet_w8a16.onnx.zip +1 -1
  24. precompiled/qualcomm-snapdragon-x-elite/ControlNet-Canny_text_encoder_w8a16.onnx.zip +1 -1
  25. precompiled/qualcomm-snapdragon-x-elite/ControlNet-Canny_unet_w8a16.onnx.zip +1 -1
  26. precompiled/qualcomm-snapdragon-x-elite/ControlNet-Canny_vae_w8a16.onnx.zip +2 -2
README.md CHANGED
@@ -39,26 +39,30 @@ More details on model performance across various devices, can be found
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  | Model | Precision | Device | Chipset | Target Runtime | Inference Time (ms) | Peak Memory Range (MB) | Primary Compute Unit | Target Model
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  |---|---|---|---|---|---|---|---|---|
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- | text_encoder | w8a16 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | PRECOMPILED_QNN_ONNX | 5.515 ms | 0 - 163 MB | NPU | Use Export Script |
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- | text_encoder | w8a16 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | PRECOMPILED_QNN_ONNX | 3.957 ms | 0 - 19 MB | NPU | Use Export Script |
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- | text_encoder | w8a16 | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | PRECOMPILED_QNN_ONNX | 3.109 ms | 0 - 15 MB | NPU | Use Export Script |
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- | text_encoder | w8a16 | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | PRECOMPILED_QNN_ONNX | 2.66 ms | 0 - 10 MB | NPU | Use Export Script |
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- | text_encoder | w8a16 | Snapdragon X Elite CRD | Snapdragon® X Elite | PRECOMPILED_QNN_ONNX | 5.654 ms | 157 - 157 MB | NPU | Use Export Script |
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- | unet | w8a16 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | PRECOMPILED_QNN_ONNX | 117.602 ms | 13 - 15 MB | NPU | Use Export Script |
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- | unet | w8a16 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | PRECOMPILED_QNN_ONNX | 84.132 ms | 13 - 29 MB | NPU | Use Export Script |
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- | unet | w8a16 | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | PRECOMPILED_QNN_ONNX | 66.65 ms | 6 - 21 MB | NPU | Use Export Script |
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- | unet | w8a16 | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | PRECOMPILED_QNN_ONNX | 48.08 ms | 13 - 28 MB | NPU | Use Export Script |
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- | unet | w8a16 | Snapdragon X Elite CRD | Snapdragon® X Elite | PRECOMPILED_QNN_ONNX | 115.771 ms | 829 - 829 MB | NPU | Use Export Script |
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- | vae | w8a16 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | PRECOMPILED_QNN_ONNX | 220.181 ms | 0 - 67 MB | NPU | Use Export Script |
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- | vae | w8a16 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | PRECOMPILED_QNN_ONNX | 163.042 ms | 3 - 22 MB | NPU | Use Export Script |
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- | vae | w8a16 | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | PRECOMPILED_QNN_ONNX | 147.198 ms | 3 - 17 MB | NPU | Use Export Script |
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- | vae | w8a16 | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | PRECOMPILED_QNN_ONNX | 92.382 ms | 3 - 13 MB | NPU | Use Export Script |
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- | vae | w8a16 | Snapdragon X Elite CRD | Snapdragon® X Elite | PRECOMPILED_QNN_ONNX | 219.592 ms | 59 - 59 MB | NPU | Use Export Script |
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- | controlnet | w8a16 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | PRECOMPILED_QNN_ONNX | 59.707 ms | 0 - 384 MB | NPU | Use Export Script |
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- | controlnet | w8a16 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | PRECOMPILED_QNN_ONNX | 45.254 ms | 32 - 46 MB | NPU | Use Export Script |
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- | controlnet | w8a16 | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | PRECOMPILED_QNN_ONNX | 33.208 ms | 31 - 47 MB | NPU | Use Export Script |
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- | controlnet | w8a16 | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | PRECOMPILED_QNN_ONNX | 29.973 ms | 15 - 25 MB | NPU | Use Export Script |
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- | controlnet | w8a16 | Snapdragon X Elite CRD | Snapdragon® X Elite | PRECOMPILED_QNN_ONNX | 59.173 ms | 352 - 352 MB | NPU | Use Export Script |
 
 
 
 
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@@ -73,9 +77,9 @@ pip install "qai-hub-models[controlnet-canny]"
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  ```
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- ## Configure Qualcomm® AI Hub to run this model on a cloud-hosted device
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78
- Sign-in to [Qualcomm® AI Hub](https://app.aihub.qualcomm.com/) with your
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  Qualcomm® ID. Once signed in navigate to `Account -> Settings -> API Token`.
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  With this API token, you can configure your client to run models on the cloud
@@ -83,7 +87,7 @@ hosted devices.
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  ```bash
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  qai-hub configure --api_token API_TOKEN
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  ```
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- Navigate to [docs](https://app.aihub.qualcomm.com/docs/) for more information.
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  | Model | Precision | Device | Chipset | Target Runtime | Inference Time (ms) | Peak Memory Range (MB) | Primary Compute Unit | Target Model
41
  |---|---|---|---|---|---|---|---|---|
42
+ | text_encoder | w8a16 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | PRECOMPILED_QNN_ONNX | 5.498 ms | 0 - 162 MB | NPU | Use Export Script |
43
+ | text_encoder | w8a16 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | PRECOMPILED_QNN_ONNX | 3.956 ms | 0 - 19 MB | NPU | Use Export Script |
44
+ | text_encoder | w8a16 | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | PRECOMPILED_QNN_ONNX | 3.113 ms | 0 - 15 MB | NPU | Use Export Script |
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+ | text_encoder | w8a16 | Snapdragon 7 Gen 4 QRD | Snapdragon® 7 Gen 4 Mobile | PRECOMPILED_QNN_ONNX | 5.77 ms | 0 - 14 MB | NPU | Use Export Script |
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+ | text_encoder | w8a16 | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | PRECOMPILED_QNN_ONNX | 2.67 ms | 0 - 10 MB | NPU | Use Export Script |
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+ | text_encoder | w8a16 | Snapdragon X Elite CRD | Snapdragon® X Elite | PRECOMPILED_QNN_ONNX | 5.629 ms | 157 - 157 MB | NPU | Use Export Script |
48
+ | unet | w8a16 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | PRECOMPILED_QNN_ONNX | 118.597 ms | 0 - 884 MB | NPU | Use Export Script |
49
+ | unet | w8a16 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | PRECOMPILED_QNN_ONNX | 84.656 ms | 13 - 30 MB | NPU | Use Export Script |
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+ | unet | w8a16 | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | PRECOMPILED_QNN_ONNX | 66.542 ms | 5 - 16 MB | NPU | Use Export Script |
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+ | unet | w8a16 | Snapdragon 7 Gen 4 QRD | Snapdragon® 7 Gen 4 Mobile | PRECOMPILED_QNN_ONNX | 178.134 ms | 13 - 28 MB | NPU | Use Export Script |
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+ | unet | w8a16 | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | PRECOMPILED_QNN_ONNX | 46.089 ms | 13 - 27 MB | NPU | Use Export Script |
53
+ | unet | w8a16 | Snapdragon X Elite CRD | Snapdragon® X Elite | PRECOMPILED_QNN_ONNX | 115.82 ms | 829 - 829 MB | NPU | Use Export Script |
54
+ | vae | w8a16 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | PRECOMPILED_QNN_ONNX | 218.452 ms | 0 - 67 MB | NPU | Use Export Script |
55
+ | vae | w8a16 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | PRECOMPILED_QNN_ONNX | 162.809 ms | 3 - 21 MB | NPU | Use Export Script |
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+ | vae | w8a16 | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | PRECOMPILED_QNN_ONNX | 146.805 ms | 3 - 19 MB | NPU | Use Export Script |
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+ | vae | w8a16 | Snapdragon 7 Gen 4 QRD | Snapdragon® 7 Gen 4 Mobile | PRECOMPILED_QNN_ONNX | 445.931 ms | 3 - 17 MB | NPU | Use Export Script |
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+ | vae | w8a16 | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | PRECOMPILED_QNN_ONNX | 94.664 ms | 5 - 15 MB | NPU | Use Export Script |
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+ | vae | w8a16 | Snapdragon X Elite CRD | Snapdragon® X Elite | PRECOMPILED_QNN_ONNX | 219.693 ms | 59 - 59 MB | NPU | Use Export Script |
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+ | controlnet | w8a16 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | PRECOMPILED_QNN_ONNX | 59.385 ms | 0 - 385 MB | NPU | Use Export Script |
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+ | controlnet | w8a16 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | PRECOMPILED_QNN_ONNX | 45.318 ms | 31 - 49 MB | NPU | Use Export Script |
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+ | controlnet | w8a16 | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | PRECOMPILED_QNN_ONNX | 33.035 ms | 33 - 44 MB | NPU | Use Export Script |
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+ | controlnet | w8a16 | Snapdragon 7 Gen 4 QRD | Snapdragon® 7 Gen 4 Mobile | PRECOMPILED_QNN_ONNX | 112.564 ms | 34 - 48 MB | NPU | Use Export Script |
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+ | controlnet | w8a16 | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | PRECOMPILED_QNN_ONNX | 30.002 ms | 32 - 46 MB | NPU | Use Export Script |
65
+ | controlnet | w8a16 | Snapdragon X Elite CRD | Snapdragon® X Elite | PRECOMPILED_QNN_ONNX | 59.108 ms | 352 - 352 MB | NPU | Use Export Script |
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  ```
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+ ## Configure Qualcomm® AI Hub Workbench to run this model on a cloud-hosted device
81
 
82
+ Sign-in to [Qualcomm® AI Hub Workbench](https://workbench.aihub.qualcomm.com/) with your
83
  Qualcomm® ID. Once signed in navigate to `Account -> Settings -> API Token`.
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  With this API token, you can configure your client to run models on the cloud
 
87
  ```bash
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  qai-hub configure --api_token API_TOKEN
89
  ```
90
+ Navigate to [docs](https://workbench.aihub.qualcomm.com/docs/) for more information.
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