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Stable-Diffusion-v2.1

Unconditional Image Generation
PyTorch
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android
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v0.38.0

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See https://github.com/quic/ai-hub-models/releases/v0.38.0 for changelog.

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  1. README.md +42 -33
  2. precompiled/qualcomm-qcs8275-proxy/Stable-Diffusion-v2.1_text_encoder_w8a16.bin +1 -1
  3. precompiled/qualcomm-qcs8275-proxy/Stable-Diffusion-v2.1_unet_w8a16.bin +2 -2
  4. precompiled/qualcomm-qcs8275-proxy/Stable-Diffusion-v2.1_vae_w8a16.bin +2 -2
  5. precompiled/qualcomm-qcs8275-proxy/tool-versions.yaml +1 -1
  6. precompiled/qualcomm-qcs8550-proxy/Stable-Diffusion-v2.1_text_encoder_w8a16.bin +2 -2
  7. precompiled/{qualcomm-snapdragon-8-elite/Stable-Diffusion-v2.1_unet_w8a16.bin → qualcomm-qcs8550-proxy/Stable-Diffusion-v2.1_text_encoder_w8a16.onnx.zip} +2 -2
  8. precompiled/qualcomm-qcs8550-proxy/Stable-Diffusion-v2.1_unet_w8a16.bin +2 -2
  9. precompiled/{qualcomm-snapdragon-8gen2/Stable-Diffusion-v2.1_text_encoder_w8a16.bin → qualcomm-qcs8550-proxy/Stable-Diffusion-v2.1_unet_w8a16.onnx.zip} +2 -2
  10. precompiled/qualcomm-qcs8550-proxy/Stable-Diffusion-v2.1_vae_w8a16.bin +2 -2
  11. precompiled/{qualcomm-snapdragon-8-elite/Stable-Diffusion-v2.1_vae_w8a16.bin → qualcomm-qcs8550-proxy/Stable-Diffusion-v2.1_vae_w8a16.onnx.zip} +2 -2
  12. precompiled/qualcomm-qcs8550-proxy/tool-versions.yaml +3 -2
  13. precompiled/qualcomm-qcs9075-proxy/Stable-Diffusion-v2.1_text_encoder_w8a16.bin +2 -2
  14. precompiled/qualcomm-qcs9075-proxy/Stable-Diffusion-v2.1_unet_w8a16.bin +2 -2
  15. precompiled/qualcomm-qcs9075-proxy/Stable-Diffusion-v2.1_vae_w8a16.bin +2 -2
  16. precompiled/qualcomm-qcs9075-proxy/tool-versions.yaml +1 -1
  17. precompiled/qualcomm-sa7255p/Stable-Diffusion-v2.1_text_encoder_w8a16.bin +1 -1
  18. precompiled/qualcomm-sa7255p/Stable-Diffusion-v2.1_unet_w8a16.bin +2 -2
  19. precompiled/qualcomm-sa7255p/Stable-Diffusion-v2.1_vae_w8a16.bin +2 -2
  20. precompiled/qualcomm-sa7255p/tool-versions.yaml +1 -1
  21. precompiled/qualcomm-sa8255p-proxy/Stable-Diffusion-v2.1_text_encoder_w8a16.bin +2 -2
  22. precompiled/qualcomm-sa8255p-proxy/Stable-Diffusion-v2.1_unet_w8a16.bin +2 -2
  23. precompiled/qualcomm-sa8255p-proxy/Stable-Diffusion-v2.1_vae_w8a16.bin +2 -2
  24. precompiled/qualcomm-sa8255p-proxy/tool-versions.yaml +1 -1
  25. precompiled/qualcomm-sa8650p-proxy/Stable-Diffusion-v2.1_text_encoder_w8a16.bin +2 -2
  26. precompiled/qualcomm-sa8650p-proxy/Stable-Diffusion-v2.1_unet_w8a16.bin +2 -2
  27. precompiled/qualcomm-sa8650p-proxy/Stable-Diffusion-v2.1_vae_w8a16.bin +2 -2
  28. precompiled/qualcomm-sa8650p-proxy/tool-versions.yaml +1 -1
  29. precompiled/qualcomm-sa8775p/Stable-Diffusion-v2.1_text_encoder_w8a16.bin +2 -2
  30. precompiled/qualcomm-sa8775p/Stable-Diffusion-v2.1_unet_w8a16.bin +2 -2
  31. precompiled/qualcomm-sa8775p/Stable-Diffusion-v2.1_vae_w8a16.bin +2 -2
  32. precompiled/qualcomm-sa8775p/tool-versions.yaml +1 -1
  33. precompiled/{qualcomm-snapdragon-8-elite → qualcomm-snapdragon-8-elite-for-galaxy}/Stable-Diffusion-v2.1_text_encoder_w8a16.bin +2 -2
  34. precompiled/qualcomm-snapdragon-8-elite-for-galaxy/Stable-Diffusion-v2.1_text_encoder_w8a16.onnx.zip +3 -0
  35. precompiled/{qualcomm-snapdragon-8gen2 → qualcomm-snapdragon-8-elite-for-galaxy}/Stable-Diffusion-v2.1_unet_w8a16.bin +2 -2
  36. precompiled/qualcomm-snapdragon-8-elite-for-galaxy/Stable-Diffusion-v2.1_unet_w8a16.onnx.zip +3 -0
  37. precompiled/{qualcomm-snapdragon-8gen2 → qualcomm-snapdragon-8-elite-for-galaxy}/Stable-Diffusion-v2.1_vae_w8a16.bin +2 -2
  38. precompiled/qualcomm-snapdragon-8-elite-for-galaxy/Stable-Diffusion-v2.1_vae_w8a16.onnx.zip +3 -0
  39. precompiled/qualcomm-snapdragon-8-elite-for-galaxy/tool-versions.yaml +4 -0
  40. precompiled/qualcomm-snapdragon-8-elite/tool-versions.yaml +0 -3
  41. precompiled/qualcomm-snapdragon-8gen2/tool-versions.yaml +0 -3
  42. precompiled/qualcomm-snapdragon-8gen3/Stable-Diffusion-v2.1_text_encoder_w8a16.bin +2 -2
  43. precompiled/qualcomm-snapdragon-8gen3/Stable-Diffusion-v2.1_text_encoder_w8a16.onnx.zip +3 -0
  44. precompiled/qualcomm-snapdragon-8gen3/Stable-Diffusion-v2.1_unet_w8a16.bin +2 -2
  45. precompiled/qualcomm-snapdragon-8gen3/Stable-Diffusion-v2.1_unet_w8a16.onnx.zip +3 -0
  46. precompiled/qualcomm-snapdragon-8gen3/Stable-Diffusion-v2.1_vae_w8a16.bin +2 -2
  47. precompiled/qualcomm-snapdragon-8gen3/Stable-Diffusion-v2.1_vae_w8a16.onnx.zip +3 -0
  48. precompiled/qualcomm-snapdragon-8gen3/tool-versions.yaml +3 -2
  49. precompiled/qualcomm-snapdragon-x-elite/Stable-Diffusion-v2.1_text_encoder_w8a16.bin +2 -2
  50. precompiled/qualcomm-snapdragon-x-elite/Stable-Diffusion-v2.1_text_encoder_w8a16.onnx.zip +3 -0
README.md CHANGED
@@ -33,39 +33,48 @@ 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
35
  |---|---|---|---|---|---|---|---|---|
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- | text_encoder | w8a16 | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | QNN_CONTEXT_BINARY | 16.55 ms | 0 - 9 MB | NPU | Use Export Script |
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- | text_encoder | w8a16 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN_CONTEXT_BINARY | 7.268 ms | 0 - 2 MB | NPU | Use Export Script |
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- | text_encoder | w8a16 | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN_CONTEXT_BINARY | 7.568 ms | 0 - 9 MB | NPU | Use Export Script |
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- | text_encoder | w8a16 | SA7255P ADP | Qualcomm® SA7255P | QNN_CONTEXT_BINARY | 16.55 ms | 0 - 9 MB | NPU | Use Export Script |
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- | text_encoder | w8a16 | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | QNN_CONTEXT_BINARY | 7.218 ms | 0 - 2 MB | NPU | Use Export Script |
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- | text_encoder | w8a16 | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | QNN_CONTEXT_BINARY | 7.288 ms | 0 - 2 MB | NPU | Use Export Script |
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- | text_encoder | w8a16 | SA8775P ADP | Qualcomm® SA8775P | QNN_CONTEXT_BINARY | 7.568 ms | 0 - 9 MB | NPU | Use Export Script |
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- | text_encoder | w8a16 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | QNN_CONTEXT_BINARY | 7.232 ms | 0 - 2 MB | NPU | Use Export Script |
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- | text_encoder | w8a16 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN_CONTEXT_BINARY | 4.708 ms | 0 - 20 MB | NPU | Use Export Script |
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- | text_encoder | w8a16 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | QNN_CONTEXT_BINARY | 4.483 ms | 0 - 14 MB | NPU | Use Export Script |
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- | text_encoder | w8a16 | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN_CONTEXT_BINARY | 7.481 ms | 0 - 0 MB | NPU | Use Export Script |
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- | unet | w8a16 | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | QNN_CONTEXT_BINARY | 233.34 ms | 0 - 8 MB | NPU | Use Export Script |
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- | unet | w8a16 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN_CONTEXT_BINARY | 95.045 ms | 1 - 3 MB | NPU | Use Export Script |
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- | unet | w8a16 | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN_CONTEXT_BINARY | 88.465 ms | 0 - 9 MB | NPU | Use Export Script |
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- | unet | w8a16 | SA7255P ADP | Qualcomm® SA7255P | QNN_CONTEXT_BINARY | 233.34 ms | 0 - 8 MB | NPU | Use Export Script |
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- | unet | w8a16 | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | QNN_CONTEXT_BINARY | 95.667 ms | 0 - 2 MB | NPU | Use Export Script |
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- | unet | w8a16 | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | QNN_CONTEXT_BINARY | 95.753 ms | 0 - 2 MB | NPU | Use Export Script |
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- | unet | w8a16 | SA8775P ADP | Qualcomm® SA8775P | QNN_CONTEXT_BINARY | 88.465 ms | 0 - 9 MB | NPU | Use Export Script |
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- | unet | w8a16 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | QNN_CONTEXT_BINARY | 95.245 ms | 0 - 4 MB | NPU | Use Export Script |
55
- | unet | w8a16 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN_CONTEXT_BINARY | 67.567 ms | 0 - 15 MB | NPU | Use Export Script |
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- | unet | w8a16 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | QNN_CONTEXT_BINARY | 59.121 ms | 0 - 15 MB | NPU | Use Export Script |
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- | unet | w8a16 | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN_CONTEXT_BINARY | 95.766 ms | 0 - 0 MB | NPU | Use Export Script |
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- | vae | w8a16 | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | QNN_CONTEXT_BINARY | 630.877 ms | 0 - 9 MB | NPU | Use Export Script |
59
- | vae | w8a16 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN_CONTEXT_BINARY | 218.396 ms | 0 - 3 MB | NPU | Use Export Script |
60
- | vae | w8a16 | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN_CONTEXT_BINARY | 206.448 ms | 0 - 10 MB | NPU | Use Export Script |
61
- | vae | w8a16 | SA7255P ADP | Qualcomm® SA7255P | QNN_CONTEXT_BINARY | 630.877 ms | 0 - 9 MB | NPU | Use Export Script |
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- | vae | w8a16 | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | QNN_CONTEXT_BINARY | 216.473 ms | 0 - 3 MB | NPU | Use Export Script |
63
- | vae | w8a16 | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | QNN_CONTEXT_BINARY | 218.229 ms | 0 - 2 MB | NPU | Use Export Script |
64
- | vae | w8a16 | SA8775P ADP | Qualcomm® SA8775P | QNN_CONTEXT_BINARY | 206.448 ms | 0 - 10 MB | NPU | Use Export Script |
65
- | vae | w8a16 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | QNN_CONTEXT_BINARY | 217.804 ms | 0 - 2 MB | NPU | Use Export Script |
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- | vae | w8a16 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN_CONTEXT_BINARY | 161.957 ms | 0 - 18 MB | NPU | Use Export Script |
67
- | vae | w8a16 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | QNN_CONTEXT_BINARY | 160.748 ms | 0 - 14 MB | NPU | Use Export Script |
68
- | vae | w8a16 | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN_CONTEXT_BINARY | 217.569 ms | 0 - 0 MB | NPU | Use Export Script |
 
 
 
 
 
 
 
 
 
69
 
70
  ## Deploy to Snapdragon X Elite NPU
71
  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 | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | QNN_CONTEXT_BINARY | 17.05 ms | 0 - 9 MB | NPU | Use Export Script |
37
+ | text_encoder | w8a16 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN_CONTEXT_BINARY | 7.568 ms | 0 - 8 MB | NPU | Use Export Script |
38
+ | text_encoder | w8a16 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | PRECOMPILED_QNN_ONNX | 7.758 ms | 0 - 387 MB | NPU | Use Export Script |
39
+ | text_encoder | w8a16 | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN_CONTEXT_BINARY | 7.717 ms | 0 - 10 MB | NPU | Use Export Script |
40
+ | text_encoder | w8a16 | SA7255P ADP | Qualcomm® SA7255P | QNN_CONTEXT_BINARY | 17.05 ms | 0 - 9 MB | NPU | Use Export Script |
41
+ | text_encoder | w8a16 | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | QNN_CONTEXT_BINARY | 7.603 ms | 0 - 2 MB | NPU | Use Export Script |
42
+ | text_encoder | w8a16 | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | QNN_CONTEXT_BINARY | 7.529 ms | 0 - 2 MB | NPU | Use Export Script |
43
+ | text_encoder | w8a16 | SA8775P ADP | Qualcomm® SA8775P | QNN_CONTEXT_BINARY | 7.717 ms | 0 - 10 MB | NPU | Use Export Script |
44
+ | text_encoder | w8a16 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN_CONTEXT_BINARY | 4.937 ms | 0 - 18 MB | NPU | Use Export Script |
45
+ | text_encoder | w8a16 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | PRECOMPILED_QNN_ONNX | 5.195 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 | 4.16 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 | 4.378 ms | 0 - 16 MB | NPU | Use Export Script |
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+ | text_encoder | w8a16 | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN_CONTEXT_BINARY | 7.8 ms | 0 - 0 MB | NPU | Use Export Script |
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+ | text_encoder | w8a16 | Snapdragon X Elite CRD | Snapdragon® X Elite | PRECOMPILED_QNN_ONNX | 7.808 ms | 379 - 379 MB | NPU | Use Export Script |
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+ | unet | w8a16 | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | QNN_CONTEXT_BINARY | 233.266 ms | 0 - 8 MB | NPU | Use Export Script |
51
+ | unet | w8a16 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN_CONTEXT_BINARY | 95.716 ms | 0 - 2 MB | NPU | Use Export Script |
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+ | unet | w8a16 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | PRECOMPILED_QNN_ONNX | 96.646 ms | 0 - 898 MB | NPU | Use Export Script |
53
+ | unet | w8a16 | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN_CONTEXT_BINARY | 88.178 ms | 0 - 8 MB | NPU | Use Export Script |
54
+ | unet | w8a16 | SA7255P ADP | Qualcomm® SA7255P | QNN_CONTEXT_BINARY | 233.266 ms | 0 - 8 MB | NPU | Use Export Script |
55
+ | unet | w8a16 | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | QNN_CONTEXT_BINARY | 96.398 ms | 0 - 3 MB | NPU | Use Export Script |
56
+ | unet | w8a16 | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | QNN_CONTEXT_BINARY | 96.877 ms | 0 - 2 MB | NPU | Use Export Script |
57
+ | unet | w8a16 | SA8775P ADP | Qualcomm® SA8775P | QNN_CONTEXT_BINARY | 88.178 ms | 0 - 8 MB | NPU | Use Export Script |
58
+ | unet | w8a16 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN_CONTEXT_BINARY | 68.805 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 | 69.128 ms | 0 - 15 MB | NPU | Use Export Script |
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+ | unet | w8a16 | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | QNN_CONTEXT_BINARY | 54.317 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 | 55.656 ms | 0 - 21 MB | NPU | Use Export Script |
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+ | unet | w8a16 | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN_CONTEXT_BINARY | 95.847 ms | 0 - 0 MB | NPU | Use Export Script |
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+ | unet | w8a16 | Snapdragon X Elite CRD | Snapdragon® X Elite | PRECOMPILED_QNN_ONNX | 95.825 ms | 843 - 843 MB | NPU | Use Export Script |
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+ | vae | w8a16 | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | QNN_CONTEXT_BINARY | 632.724 ms | 0 - 10 MB | NPU | Use Export Script |
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+ | vae | w8a16 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN_CONTEXT_BINARY | 218.663 ms | 0 - 3 MB | NPU | Use Export Script |
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+ | vae | w8a16 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | PRECOMPILED_QNN_ONNX | 219.695 ms | 0 - 72 MB | NPU | Use Export Script |
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+ | vae | w8a16 | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN_CONTEXT_BINARY | 207.337 ms | 0 - 10 MB | NPU | Use Export Script |
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+ | vae | w8a16 | SA7255P ADP | Qualcomm® SA7255P | QNN_CONTEXT_BINARY | 632.724 ms | 0 - 10 MB | NPU | Use Export Script |
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+ | vae | w8a16 | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | QNN_CONTEXT_BINARY | 217.606 ms | 0 - 3 MB | NPU | Use Export Script |
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+ | vae | w8a16 | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | QNN_CONTEXT_BINARY | 219.326 ms | 0 - 7 MB | NPU | Use Export Script |
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+ | vae | w8a16 | SA8775P ADP | Qualcomm® SA8775P | QNN_CONTEXT_BINARY | 207.337 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 | 162.259 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 | 162.944 ms | 3 - 23 MB | NPU | Use Export Script |
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+ | vae | w8a16 | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | QNN_CONTEXT_BINARY | 137.695 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 | 147.597 ms | 3 - 19 MB | NPU | Use Export Script |
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+ | vae | w8a16 | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN_CONTEXT_BINARY | 219.001 ms | 0 - 0 MB | NPU | Use Export Script |
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+ | vae | w8a16 | Snapdragon X Elite CRD | Snapdragon® X Elite | PRECOMPILED_QNN_ONNX | 217.67 ms | 59 - 59 MB | NPU | Use Export Script |
78
 
79
  ## Deploy to Snapdragon X Elite NPU
80
  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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