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See https://github.com/quic/ai-hub-models/releases/v0.40.1 for changelog.

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  1. README.md +15 -54
  2. precompiled/qualcomm-qcs8275-proxy/Stable-Diffusion-v1.5_text_encoder_w8a16.bin +0 -3
  3. precompiled/qualcomm-qcs8275-proxy/Stable-Diffusion-v1.5_unet_w8a16.bin +0 -3
  4. precompiled/qualcomm-qcs8275-proxy/Stable-Diffusion-v1.5_vae_w8a16.bin +0 -3
  5. precompiled/qualcomm-qcs8275-proxy/tool-versions.yaml +0 -3
  6. precompiled/qualcomm-qcs8550-proxy/Stable-Diffusion-v1.5_text_encoder_w8a16.bin +0 -3
  7. precompiled/qualcomm-qcs8550-proxy/Stable-Diffusion-v1.5_text_encoder_w8a16.onnx.zip +2 -2
  8. precompiled/qualcomm-qcs8550-proxy/Stable-Diffusion-v1.5_unet_w8a16.bin +0 -3
  9. precompiled/qualcomm-qcs8550-proxy/Stable-Diffusion-v1.5_unet_w8a16.onnx.zip +2 -2
  10. precompiled/qualcomm-qcs8550-proxy/Stable-Diffusion-v1.5_vae_w8a16.bin +0 -3
  11. precompiled/qualcomm-qcs8550-proxy/Stable-Diffusion-v1.5_vae_w8a16.onnx.zip +2 -2
  12. precompiled/qualcomm-qcs8550-proxy/tool-versions.yaml +1 -1
  13. precompiled/qualcomm-qcs9075-proxy/Stable-Diffusion-v1.5_text_encoder_w8a16.bin +0 -3
  14. precompiled/qualcomm-qcs9075-proxy/Stable-Diffusion-v1.5_unet_w8a16.bin +0 -3
  15. precompiled/qualcomm-qcs9075-proxy/Stable-Diffusion-v1.5_vae_w8a16.bin +0 -3
  16. precompiled/qualcomm-qcs9075-proxy/tool-versions.yaml +0 -3
  17. precompiled/qualcomm-sa7255p/Stable-Diffusion-v1.5_text_encoder_w8a16.bin +0 -3
  18. precompiled/qualcomm-sa7255p/Stable-Diffusion-v1.5_unet_w8a16.bin +0 -3
  19. precompiled/qualcomm-sa7255p/Stable-Diffusion-v1.5_vae_w8a16.bin +0 -3
  20. precompiled/qualcomm-sa7255p/tool-versions.yaml +0 -3
  21. precompiled/qualcomm-sa8255p-proxy/Stable-Diffusion-v1.5_text_encoder_w8a16.bin +0 -3
  22. precompiled/qualcomm-sa8255p-proxy/Stable-Diffusion-v1.5_unet_w8a16.bin +0 -3
  23. precompiled/qualcomm-sa8255p-proxy/Stable-Diffusion-v1.5_vae_w8a16.bin +0 -3
  24. precompiled/qualcomm-sa8255p-proxy/tool-versions.yaml +0 -3
  25. precompiled/qualcomm-sa8650p-proxy/Stable-Diffusion-v1.5_text_encoder_w8a16.bin +0 -3
  26. precompiled/qualcomm-sa8650p-proxy/Stable-Diffusion-v1.5_unet_w8a16.bin +0 -3
  27. precompiled/qualcomm-sa8650p-proxy/Stable-Diffusion-v1.5_vae_w8a16.bin +0 -3
  28. precompiled/qualcomm-sa8650p-proxy/tool-versions.yaml +0 -3
  29. precompiled/qualcomm-sa8775p/Stable-Diffusion-v1.5_text_encoder_w8a16.bin +0 -3
  30. precompiled/qualcomm-sa8775p/Stable-Diffusion-v1.5_unet_w8a16.bin +0 -3
  31. precompiled/qualcomm-sa8775p/Stable-Diffusion-v1.5_vae_w8a16.bin +0 -3
  32. precompiled/qualcomm-sa8775p/tool-versions.yaml +0 -3
  33. precompiled/qualcomm-snapdragon-7gen5/Stable-Diffusion-v1.5_text_encoder_w8a16.bin +0 -3
  34. precompiled/qualcomm-snapdragon-7gen5/Stable-Diffusion-v1.5_text_encoder_w8a16.onnx.zip +0 -3
  35. precompiled/qualcomm-snapdragon-7gen5/Stable-Diffusion-v1.5_unet_w8a16.bin +0 -3
  36. precompiled/qualcomm-snapdragon-7gen5/Stable-Diffusion-v1.5_unet_w8a16.onnx.zip +0 -3
  37. precompiled/qualcomm-snapdragon-7gen5/Stable-Diffusion-v1.5_vae_w8a16.bin +0 -3
  38. precompiled/qualcomm-snapdragon-7gen5/Stable-Diffusion-v1.5_vae_w8a16.onnx.zip +0 -3
  39. precompiled/qualcomm-snapdragon-7gen5/tool-versions.yaml +0 -4
  40. precompiled/qualcomm-snapdragon-8-elite-for-galaxy/Stable-Diffusion-v1.5_text_encoder_w8a16.bin +0 -3
  41. precompiled/qualcomm-snapdragon-8-elite-for-galaxy/Stable-Diffusion-v1.5_text_encoder_w8a16.onnx.zip +2 -2
  42. precompiled/qualcomm-snapdragon-8-elite-for-galaxy/Stable-Diffusion-v1.5_unet_w8a16.bin +0 -3
  43. precompiled/qualcomm-snapdragon-8-elite-for-galaxy/Stable-Diffusion-v1.5_unet_w8a16.onnx.zip +2 -2
  44. precompiled/qualcomm-snapdragon-8-elite-for-galaxy/Stable-Diffusion-v1.5_vae_w8a16.bin +0 -3
  45. precompiled/qualcomm-snapdragon-8-elite-for-galaxy/Stable-Diffusion-v1.5_vae_w8a16.onnx.zip +2 -2
  46. precompiled/qualcomm-snapdragon-8-elite-for-galaxy/tool-versions.yaml +1 -1
  47. precompiled/qualcomm-snapdragon-8-elite-gen5/Stable-Diffusion-v1.5_text_encoder_w8a16.bin +0 -3
  48. precompiled/qualcomm-snapdragon-8-elite-gen5/Stable-Diffusion-v1.5_text_encoder_w8a16.onnx.zip +2 -2
  49. precompiled/qualcomm-snapdragon-8-elite-gen5/Stable-Diffusion-v1.5_unet_w8a16.bin +0 -3
  50. precompiled/qualcomm-snapdragon-8-elite-gen5/Stable-Diffusion-v1.5_unet_w8a16.onnx.zip +2 -2
README.md CHANGED
@@ -33,60 +33,21 @@ More details on model performance across various devices, can be found
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34
  | Model | Precision | Device | Chipset | Target Runtime | Inference Time (ms) | Peak Memory Range (MB) | Primary Compute Unit | Target Model
35
  |---|---|---|---|---|---|---|---|---|
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- | text_encoder | w8a16 | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | QNN_CONTEXT_BINARY | 7.457 ms | 0 - 10 MB | NPU | Use Export Script |
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- | text_encoder | w8a16 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN_CONTEXT_BINARY | 3.326 ms | 0 - 2 MB | NPU | Use Export Script |
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- | text_encoder | w8a16 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | PRECOMPILED_QNN_ONNX | 5.505 ms | 0 - 162 MB | NPU | Use Export Script |
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- | text_encoder | w8a16 | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN_CONTEXT_BINARY | 3.579 ms | 0 - 9 MB | NPU | Use Export Script |
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- | text_encoder | w8a16 | SA7255P ADP | Qualcomm® SA7255P | QNN_CONTEXT_BINARY | 7.457 ms | 0 - 10 MB | NPU | Use Export Script |
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- | text_encoder | w8a16 | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | QNN_CONTEXT_BINARY | 3.356 ms | 0 - 2 MB | NPU | Use Export Script |
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- | text_encoder | w8a16 | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | QNN_CONTEXT_BINARY | 3.346 ms | 0 - 2 MB | NPU | Use Export Script |
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- | text_encoder | w8a16 | SA8775P ADP | Qualcomm® SA8775P | QNN_CONTEXT_BINARY | 3.579 ms | 0 - 9 MB | NPU | Use Export Script |
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- | text_encoder | w8a16 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN_CONTEXT_BINARY | 2.312 ms | 0 - 18 MB | NPU | Use Export Script |
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- | text_encoder | w8a16 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | PRECOMPILED_QNN_ONNX | 3.991 ms | 0 - 19 MB | NPU | Use Export Script |
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- | text_encoder | w8a16 | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | QNN_CONTEXT_BINARY | 1.802 ms | 0 - 14 MB | NPU | Use Export Script |
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- | text_encoder | w8a16 | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | PRECOMPILED_QNN_ONNX | 3.091 ms | 0 - 13 MB | NPU | Use Export Script |
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- | text_encoder | w8a16 | Snapdragon 7 Gen 5 QRD | Snapdragon® 7 Gen 5 Mobile | QNN_CONTEXT_BINARY | 3.626 ms | 0 - 15 MB | NPU | Use Export Script |
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- | text_encoder | w8a16 | Snapdragon 7 Gen 5 QRD | Snapdragon® 7 Gen 5 Mobile | PRECOMPILED_QNN_ONNX | 5.789 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 | QNN_CONTEXT_BINARY | 1.618 ms | 0 - 11 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 | 2.735 ms | 0 - 8 MB | NPU | Use Export Script |
52
- | text_encoder | w8a16 | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN_CONTEXT_BINARY | 3.682 ms | 0 - 0 MB | NPU | Use Export Script |
53
- | text_encoder | w8a16 | Snapdragon X Elite CRD | Snapdragon® X Elite | PRECOMPILED_QNN_ONNX | 5.632 ms | 157 - 157 MB | NPU | Use Export Script |
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- | unet | w8a16 | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | QNN_CONTEXT_BINARY | 265.474 ms | 0 - 8 MB | NPU | Use Export Script |
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- | unet | w8a16 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN_CONTEXT_BINARY | 113.183 ms | 0 - 2 MB | NPU | Use Export Script |
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- | unet | w8a16 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | PRECOMPILED_QNN_ONNX | 113.085 ms | 0 - 898 MB | NPU | Use Export Script |
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- | unet | w8a16 | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN_CONTEXT_BINARY | 106.797 ms | 0 - 9 MB | NPU | Use Export Script |
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- | unet | w8a16 | SA7255P ADP | Qualcomm® SA7255P | QNN_CONTEXT_BINARY | 265.474 ms | 0 - 8 MB | NPU | Use Export Script |
59
- | unet | w8a16 | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | QNN_CONTEXT_BINARY | 113.316 ms | 0 - 2 MB | NPU | Use Export Script |
60
- | unet | w8a16 | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | QNN_CONTEXT_BINARY | 113.368 ms | 0 - 3 MB | NPU | Use Export Script |
61
- | unet | w8a16 | SA8775P ADP | Qualcomm® SA8775P | QNN_CONTEXT_BINARY | 106.797 ms | 0 - 9 MB | NPU | Use Export Script |
62
- | unet | w8a16 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN_CONTEXT_BINARY | 78.808 ms | 0 - 17 MB | NPU | Use Export Script |
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- | unet | w8a16 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | PRECOMPILED_QNN_ONNX | 78.918 ms | 0 - 16 MB | NPU | Use Export Script |
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- | unet | w8a16 | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | QNN_CONTEXT_BINARY | 62.529 ms | 0 - 14 MB | NPU | Use Export Script |
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- | unet | w8a16 | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | PRECOMPILED_QNN_ONNX | 64.188 ms | 0 - 21 MB | NPU | Use Export Script |
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- | unet | w8a16 | Snapdragon 7 Gen 5 QRD | Snapdragon® 7 Gen 5 Mobile | QNN_CONTEXT_BINARY | 172.956 ms | 0 - 14 MB | NPU | Use Export Script |
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- | unet | w8a16 | Snapdragon 7 Gen 5 QRD | Snapdragon® 7 Gen 5 Mobile | PRECOMPILED_QNN_ONNX | 172.006 ms | 0 - 12 MB | NPU | Use Export Script |
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- | unet | w8a16 | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | QNN_CONTEXT_BINARY | 48.494 ms | 0 - 12 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 | 49.931 ms | 0 - 8 MB | NPU | Use Export Script |
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- | unet | w8a16 | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN_CONTEXT_BINARY | 113.918 ms | 0 - 0 MB | NPU | Use Export Script |
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- | unet | w8a16 | Snapdragon X Elite CRD | Snapdragon® X Elite | PRECOMPILED_QNN_ONNX | 113.435 ms | 842 - 842 MB | NPU | Use Export Script |
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- | vae | w8a16 | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | QNN_CONTEXT_BINARY | 632.992 ms | 0 - 10 MB | NPU | Use Export Script |
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- | vae | w8a16 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN_CONTEXT_BINARY | 220.595 ms | 0 - 2 MB | NPU | Use Export Script |
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- | vae | w8a16 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | PRECOMPILED_QNN_ONNX | 217.622 ms | 0 - 67 MB | NPU | Use Export Script |
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- | vae | w8a16 | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN_CONTEXT_BINARY | 207.397 ms | 0 - 10 MB | NPU | Use Export Script |
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- | vae | w8a16 | SA7255P ADP | Qualcomm® SA7255P | QNN_CONTEXT_BINARY | 632.992 ms | 0 - 10 MB | NPU | Use Export Script |
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- | vae | w8a16 | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | QNN_CONTEXT_BINARY | 218.396 ms | 0 - 3 MB | NPU | Use Export Script |
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- | vae | w8a16 | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | QNN_CONTEXT_BINARY | 218.203 ms | 0 - 2 MB | NPU | Use Export Script |
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- | vae | w8a16 | SA8775P ADP | Qualcomm® SA8775P | QNN_CONTEXT_BINARY | 207.397 ms | 0 - 10 MB | NPU | Use Export Script |
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- | vae | w8a16 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN_CONTEXT_BINARY | 162.986 ms | 0 - 18 MB | NPU | Use Export Script |
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- | vae | w8a16 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | PRECOMPILED_QNN_ONNX | 162.827 ms | 3 - 22 MB | NPU | Use Export Script |
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- | vae | w8a16 | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | QNN_CONTEXT_BINARY | 138.282 ms | 0 - 14 MB | NPU | Use Export Script |
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- | vae | w8a16 | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | PRECOMPILED_QNN_ONNX | 146.832 ms | 3 - 16 MB | NPU | Use Export Script |
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- | vae | w8a16 | Snapdragon 7 Gen 5 QRD | Snapdragon® 7 Gen 5 Mobile | QNN_CONTEXT_BINARY | 448.934 ms | 0 - 15 MB | NPU | Use Export Script |
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- | vae | w8a16 | Snapdragon 7 Gen 5 QRD | Snapdragon® 7 Gen 5 Mobile | PRECOMPILED_QNN_ONNX | 447.401 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 | QNN_CONTEXT_BINARY | 93.805 ms | 0 - 8 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 | 93.757 ms | 3 - 11 MB | NPU | Use Export Script |
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- | vae | w8a16 | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN_CONTEXT_BINARY | 219.34 ms | 0 - 0 MB | NPU | Use Export Script |
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- | vae | w8a16 | Snapdragon X Elite CRD | Snapdragon® X Elite | PRECOMPILED_QNN_ONNX | 218.156 ms | 59 - 59 MB | NPU | Use Export Script |
90
 
91
  ## Deploy to Snapdragon X Elite NPU
92
  Please follow the [Stable Diffusion Windows App](https://github.com/quic/ai-hub-apps/tree/main/apps/windows/python/StableDiffusion) tutorial to quantize model with custom weights.
 
33
 
34
  | Model | Precision | Device | Chipset | Target Runtime | Inference Time (ms) | Peak Memory Range (MB) | Primary Compute Unit | Target Model
35
  |---|---|---|---|---|---|---|---|---|
36
+ | text_encoder | w8a16 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | PRECOMPILED_QNN_ONNX | 5.467 ms | 0 - 162 MB | NPU | Use Export Script |
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+ | text_encoder | w8a16 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | PRECOMPILED_QNN_ONNX | 3.961 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 | 3.102 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 | 2.623 ms | 0 - 10 MB | NPU | Use Export Script |
40
+ | text_encoder | w8a16 | Snapdragon X Elite CRD | Snapdragon® X Elite | PRECOMPILED_QNN_ONNX | 5.667 ms | 157 - 157 MB | NPU | Use Export Script |
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+ | unet | w8a16 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | PRECOMPILED_QNN_ONNX | 112.467 ms | 0 - 899 MB | NPU | Use Export Script |
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+ | unet | w8a16 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | PRECOMPILED_QNN_ONNX | 80.436 ms | 0 - 17 MB | NPU | Use Export Script |
43
+ | unet | w8a16 | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | PRECOMPILED_QNN_ONNX | 63.49 ms | 0 - 15 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 | 47.113 ms | 0 - 8 MB | NPU | Use Export Script |
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+ | unet | w8a16 | Snapdragon X Elite CRD | Snapdragon® X Elite | PRECOMPILED_QNN_ONNX | 113.47 ms | 842 - 842 MB | NPU | Use Export Script |
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+ | vae | w8a16 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | PRECOMPILED_QNN_ONNX | 220.115 ms | 3 - 6 MB | NPU | Use Export Script |
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+ | vae | w8a16 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | PRECOMPILED_QNN_ONNX | 162.862 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 | 146.475 ms | 3 - 18 MB | NPU | Use Export Script |
49
+ | vae | w8a16 | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | PRECOMPILED_QNN_ONNX | 94.369 ms | 3 - 13 MB | NPU | Use Export Script |
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+ | vae | w8a16 | Snapdragon X Elite CRD | Snapdragon® X Elite | PRECOMPILED_QNN_ONNX | 218.188 ms | 59 - 59 MB | NPU | Use Export Script |
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
51
 
52
  ## Deploy to Snapdragon X Elite NPU
53
  Please follow the [Stable Diffusion Windows App](https://github.com/quic/ai-hub-apps/tree/main/apps/windows/python/StableDiffusion) tutorial to quantize model with custom weights.
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