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Stable-Diffusion-v1.5

Unconditional Image Generation
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v0.50.2

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See https://github.com/qualcomm/ai-hub-models/releases/v0.50.2 for changelog.

Files changed (2) hide show
  1. README.md +73 -82
  2. release_assets.json +1 -1
README.md CHANGED
@@ -35,26 +35,17 @@ 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® 8 Elite Gen 5 Mobile | QAIRT 2.42, ONNX Runtime 1.24.1 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/stable_diffusion_v1_5/releases/v0.50.1/stable_diffusion_v1_5-precompiled_qnn_onnx-w8a16-qualcomm_snapdragon_8_elite_gen5.zip)
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- | PRECOMPILED_QNN_ONNX | w8a16 | Snapdragon® X2 Elite | QAIRT 2.42, ONNX Runtime 1.24.1 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/stable_diffusion_v1_5/releases/v0.50.1/stable_diffusion_v1_5-precompiled_qnn_onnx-w8a16-qualcomm_snapdragon_x2_elite.zip)
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- | PRECOMPILED_QNN_ONNX | w8a16 | Snapdragon® X Elite | QAIRT 2.42, ONNX Runtime 1.24.1 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/stable_diffusion_v1_5/releases/v0.50.1/stable_diffusion_v1_5-precompiled_qnn_onnx-w8a16-qualcomm_snapdragon_x_elite.zip)
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- | PRECOMPILED_QNN_ONNX | w8a16 | Snapdragon® 8 Gen 3 Mobile | QAIRT 2.42, ONNX Runtime 1.24.1 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/stable_diffusion_v1_5/releases/v0.50.1/stable_diffusion_v1_5-precompiled_qnn_onnx-w8a16-qualcomm_snapdragon_8gen3.zip)
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- | PRECOMPILED_QNN_ONNX | w8a16 | Qualcomm® QCS8550 (Proxy) | QAIRT 2.42, ONNX Runtime 1.24.1 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/stable_diffusion_v1_5/releases/v0.50.1/stable_diffusion_v1_5-precompiled_qnn_onnx-w8a16-qualcomm_qcs8550_proxy.zip)
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- | PRECOMPILED_QNN_ONNX | w8a16 | Snapdragon® 8 Elite For Galaxy Mobile | QAIRT 2.42, ONNX Runtime 1.24.1 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/stable_diffusion_v1_5/releases/v0.50.1/stable_diffusion_v1_5-precompiled_qnn_onnx-w8a16-qualcomm_snapdragon_8_elite_for_galaxy.zip)
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- | PRECOMPILED_QNN_ONNX | w8a16 | Snapdragon® 7 Gen 4 Mobile | QAIRT 2.42, ONNX Runtime 1.24.1 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/stable_diffusion_v1_5/releases/v0.50.1/stable_diffusion_v1_5-precompiled_qnn_onnx-w8a16-qualcomm_snapdragon_7gen4.zip)
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- | PRECOMPILED_QNN_ONNX | w8a16 | Qualcomm® QCM6690 | QAIRT 2.42, ONNX Runtime 1.24.1 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/stable_diffusion_v1_5/releases/v0.50.1/stable_diffusion_v1_5-precompiled_qnn_onnx-w8a16-qualcomm_qcm6690.zip)
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- | PRECOMPILED_QNN_ONNX | w8a16 | Qualcomm® QCS9075 | QAIRT 2.42, ONNX Runtime 1.24.1 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/stable_diffusion_v1_5/releases/v0.50.1/stable_diffusion_v1_5-precompiled_qnn_onnx-w8a16-qualcomm_qcs9075.zip)
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- | QNN_CONTEXT_BINARY | w8a16 | Snapdragon® 8 Elite Gen 5 Mobile | QAIRT 2.43 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/stable_diffusion_v1_5/releases/v0.50.1/stable_diffusion_v1_5-qnn_context_binary-w8a16-qualcomm_snapdragon_8_elite_gen5.zip)
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- | QNN_CONTEXT_BINARY | w8a16 | Snapdragon® X2 Elite | QAIRT 2.43 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/stable_diffusion_v1_5/releases/v0.50.1/stable_diffusion_v1_5-qnn_context_binary-w8a16-qualcomm_snapdragon_x2_elite.zip)
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- | QNN_CONTEXT_BINARY | w8a16 | Snapdragon® X Elite | QAIRT 2.43 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/stable_diffusion_v1_5/releases/v0.50.1/stable_diffusion_v1_5-qnn_context_binary-w8a16-qualcomm_snapdragon_x_elite.zip)
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- | QNN_CONTEXT_BINARY | w8a16 | Snapdragon® 8 Gen 3 Mobile | QAIRT 2.43 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/stable_diffusion_v1_5/releases/v0.50.1/stable_diffusion_v1_5-qnn_context_binary-w8a16-qualcomm_snapdragon_8gen3.zip)
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- | QNN_CONTEXT_BINARY | w8a16 | Qualcomm® QCS8550 (Proxy) | QAIRT 2.43 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/stable_diffusion_v1_5/releases/v0.50.1/stable_diffusion_v1_5-qnn_context_binary-w8a16-qualcomm_qcs8550_proxy.zip)
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- | QNN_CONTEXT_BINARY | w8a16 | Qualcomm® SA8775P | QAIRT 2.43 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/stable_diffusion_v1_5/releases/v0.50.1/stable_diffusion_v1_5-qnn_context_binary-w8a16-qualcomm_sa8775p.zip)
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- | QNN_CONTEXT_BINARY | w8a16 | Snapdragon® 8 Elite For Galaxy Mobile | QAIRT 2.43 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/stable_diffusion_v1_5/releases/v0.50.1/stable_diffusion_v1_5-qnn_context_binary-w8a16-qualcomm_snapdragon_8_elite_for_galaxy.zip)
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- | QNN_CONTEXT_BINARY | w8a16 | Snapdragon® 7 Gen 4 Mobile | QAIRT 2.43 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/stable_diffusion_v1_5/releases/v0.50.1/stable_diffusion_v1_5-qnn_context_binary-w8a16-qualcomm_snapdragon_7gen4.zip)
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- | QNN_CONTEXT_BINARY | w8a16 | Qualcomm® SA7255P | QAIRT 2.43 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/stable_diffusion_v1_5/releases/v0.50.1/stable_diffusion_v1_5-qnn_context_binary-w8a16-qualcomm_sa7255p.zip)
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- | QNN_CONTEXT_BINARY | w8a16 | Qualcomm® QCM6690 | QAIRT 2.43 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/stable_diffusion_v1_5/releases/v0.50.1/stable_diffusion_v1_5-qnn_context_binary-w8a16-qualcomm_qcm6690.zip)
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- | QNN_CONTEXT_BINARY | w8a16 | Qualcomm® QCS9075 | QAIRT 2.43 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/stable_diffusion_v1_5/releases/v0.50.1/stable_diffusion_v1_5-qnn_context_binary-w8a16-qualcomm_qcs9075.zip)
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59
  For more device-specific assets and performance metrics, visit **[Stable-Diffusion-v1.5 on Qualcomm® AI Hub](https://aihub.qualcomm.com/models/stable_diffusion_v1_5)**.
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@@ -80,69 +71,69 @@ See our repository for [Stable-Diffusion-v1.5 on GitHub](https://github.com/qual
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  ## Performance Summary
81
  | Model | Runtime | Precision | Chipset | Inference Time (ms) | Peak Memory Range (MB) | Primary Compute Unit
82
  |---|---|---|---|---|---|---
83
- | text_encoder | PRECOMPILED_QNN_ONNX | w8a16 | Snapdragon® 8 Elite Gen 5 Mobile | 1.492 ms | 0 - 10 MB | NPU
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  | text_encoder | PRECOMPILED_QNN_ONNX | w8a16 | Snapdragon® X2 Elite | 1.53 ms | 156 - 156 MB | NPU
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- | text_encoder | PRECOMPILED_QNN_ONNX | w8a16 | Snapdragon® X Elite | 3.621 ms | 156 - 156 MB | NPU
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- | text_encoder | PRECOMPILED_QNN_ONNX | w8a16 | Snapdragon® 8 Gen 3 Mobile | 2.307 ms | 0 - 7 MB | NPU
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- | text_encoder | PRECOMPILED_QNN_ONNX | w8a16 | Qualcomm® QCS8550 (Proxy) | 3.242 ms | 0 - 161 MB | NPU
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- | text_encoder | PRECOMPILED_QNN_ONNX | w8a16 | Qualcomm® QCS9075 | 3.328 ms | 0 - 3 MB | NPU
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- | text_encoder | PRECOMPILED_QNN_ONNX | w8a16 | Qualcomm® QCM6690 | 26.682 ms | 0 - 10 MB | NPU
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- | text_encoder | PRECOMPILED_QNN_ONNX | w8a16 | Snapdragon® 8 Elite For Galaxy Mobile | 1.753 ms | 0 - 7 MB | NPU
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- | text_encoder | PRECOMPILED_QNN_ONNX | w8a16 | Snapdragon® 7 Gen 4 Mobile | 3.635 ms | 0 - 6 MB | NPU
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- | text_encoder | QNN_CONTEXT_BINARY | w8a16 | Snapdragon® 8 Elite Gen 5 Mobile | 1.499 ms | 0 - 9 MB | NPU
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- | text_encoder | QNN_CONTEXT_BINARY | w8a16 | Snapdragon® X2 Elite | 1.795 ms | 0 - 0 MB | NPU
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- | text_encoder | QNN_CONTEXT_BINARY | w8a16 | Snapdragon® X Elite | 3.629 ms | 0 - 0 MB | NPU
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- | text_encoder | QNN_CONTEXT_BINARY | w8a16 | Snapdragon® 8 Gen 3 Mobile | 2.317 ms | 0 - 7 MB | NPU
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- | text_encoder | QNN_CONTEXT_BINARY | w8a16 | Qualcomm® QCS8275 (Proxy) | 7.546 ms | 0 - 8 MB | NPU
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- | text_encoder | QNN_CONTEXT_BINARY | w8a16 | Qualcomm® QCS8550 (Proxy) | 3.265 ms | 0 - 1 MB | NPU
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- | text_encoder | QNN_CONTEXT_BINARY | w8a16 | Qualcomm® SA8775P | 3.514 ms | 0 - 9 MB | NPU
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- | text_encoder | QNN_CONTEXT_BINARY | w8a16 | Qualcomm® QCS9075 | 3.345 ms | 0 - 2 MB | NPU
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- | text_encoder | QNN_CONTEXT_BINARY | w8a16 | Qualcomm® QCM6690 | 22.892 ms | 0 - 6 MB | NPU
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- | text_encoder | QNN_CONTEXT_BINARY | w8a16 | Qualcomm® SA7255P | 7.546 ms | 0 - 8 MB | NPU
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- | text_encoder | QNN_CONTEXT_BINARY | w8a16 | Snapdragon® 8 Elite For Galaxy Mobile | 1.752 ms | 0 - 13 MB | NPU
103
- | text_encoder | QNN_CONTEXT_BINARY | w8a16 | Snapdragon® 7 Gen 4 Mobile | 3.645 ms | 0 - 6 MB | NPU
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- | unet | PRECOMPILED_QNN_ONNX | w8a16 | Snapdragon® 8 Elite Gen 5 Mobile | 44.937 ms | 0 - 9 MB | NPU
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- | unet | PRECOMPILED_QNN_ONNX | w8a16 | Snapdragon® X2 Elite | 46.982 ms | 845 - 845 MB | NPU
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- | unet | PRECOMPILED_QNN_ONNX | w8a16 | Snapdragon® X Elite | 112.664 ms | 843 - 843 MB | NPU
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- | unet | PRECOMPILED_QNN_ONNX | w8a16 | Snapdragon® 8 Gen 3 Mobile | 80.067 ms | 0 - 12 MB | NPU
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- | unet | PRECOMPILED_QNN_ONNX | w8a16 | Qualcomm® QCS8550 (Proxy) | 111.791 ms | 0 - 898 MB | NPU
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- | unet | PRECOMPILED_QNN_ONNX | w8a16 | Qualcomm® QCS9075 | 105.516 ms | 0 - 3 MB | NPU
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- | unet | PRECOMPILED_QNN_ONNX | w8a16 | Qualcomm® QCM6690 | 2232.611 ms | 0 - 11 MB | NPU
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- | unet | PRECOMPILED_QNN_ONNX | w8a16 | Snapdragon® 8 Elite For Galaxy Mobile | 62.094 ms | 0 - 11 MB | NPU
112
- | unet | PRECOMPILED_QNN_ONNX | w8a16 | Snapdragon® 7 Gen 4 Mobile | 183.369 ms | 0 - 10 MB | NPU
113
- | unet | QNN_CONTEXT_BINARY | w8a16 | Snapdragon® 8 Elite Gen 5 Mobile | 44.854 ms | 0 - 9 MB | NPU
114
- | unet | QNN_CONTEXT_BINARY | w8a16 | Snapdragon® X2 Elite | 47.046 ms | 0 - 0 MB | NPU
115
- | unet | QNN_CONTEXT_BINARY | w8a16 | Snapdragon® X Elite | 113.808 ms | 0 - 0 MB | NPU
116
- | unet | QNN_CONTEXT_BINARY | w8a16 | Snapdragon® 8 Gen 3 Mobile | 80.915 ms | 0 - 7 MB | NPU
117
- | unet | QNN_CONTEXT_BINARY | w8a16 | Qualcomm® QCS8275 (Proxy) | 262.813 ms | 0 - 6 MB | NPU
118
- | unet | QNN_CONTEXT_BINARY | w8a16 | Qualcomm® QCS8550 (Proxy) | 112.927 ms | 0 - 3 MB | NPU
119
- | unet | QNN_CONTEXT_BINARY | w8a16 | Qualcomm® SA8775P | 106.201 ms | 0 - 7 MB | NPU
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- | unet | QNN_CONTEXT_BINARY | w8a16 | Qualcomm® QCS9075 | 105.142 ms | 0 - 2 MB | NPU
121
- | unet | QNN_CONTEXT_BINARY | w8a16 | Qualcomm® QCM6690 | 2171.101 ms | 0 - 11 MB | NPU
122
- | unet | QNN_CONTEXT_BINARY | w8a16 | Qualcomm® SA7255P | 262.813 ms | 0 - 6 MB | NPU
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- | unet | QNN_CONTEXT_BINARY | w8a16 | Snapdragon® 8 Elite For Galaxy Mobile | 60.315 ms | 1 - 9 MB | NPU
124
- | unet | QNN_CONTEXT_BINARY | w8a16 | Snapdragon® 7 Gen 4 Mobile | 178.354 ms | 0 - 7 MB | NPU
125
- | vae | PRECOMPILED_QNN_ONNX | w8a16 | Snapdragon® 8 Elite Gen 5 Mobile | 116.337 ms | 3 - 13 MB | NPU
126
- | vae | PRECOMPILED_QNN_ONNX | w8a16 | Snapdragon® X2 Elite | 125.804 ms | 62 - 62 MB | NPU
127
- | vae | PRECOMPILED_QNN_ONNX | w8a16 | Snapdragon® X Elite | 264.82 ms | 62 - 62 MB | NPU
128
- | vae | PRECOMPILED_QNN_ONNX | w8a16 | Snapdragon® 8 Gen 3 Mobile | 202.447 ms | 3 - 10 MB | NPU
129
- | vae | PRECOMPILED_QNN_ONNX | w8a16 | Qualcomm® QCS8550 (Proxy) | 270.115 ms | 1 - 66 MB | NPU
130
- | vae | PRECOMPILED_QNN_ONNX | w8a16 | Qualcomm® QCS9075 | 249.506 ms | 3 - 6 MB | NPU
131
- | vae | PRECOMPILED_QNN_ONNX | w8a16 | Qualcomm® QCM6690 | 6343.654 ms | 1 - 7 MB | NPU
132
- | vae | PRECOMPILED_QNN_ONNX | w8a16 | Snapdragon® 8 Elite For Galaxy Mobile | 178.479 ms | 3 - 11 MB | NPU
133
- | vae | PRECOMPILED_QNN_ONNX | w8a16 | Snapdragon® 7 Gen 4 Mobile | 513.141 ms | 2 - 8 MB | NPU
134
- | vae | QNN_CONTEXT_BINARY | w8a16 | Snapdragon® 8 Elite Gen 5 Mobile | 128.711 ms | 0 - 10 MB | NPU
135
- | vae | QNN_CONTEXT_BINARY | w8a16 | Snapdragon® X2 Elite | 133.442 ms | 0 - 0 MB | NPU
136
- | vae | QNN_CONTEXT_BINARY | w8a16 | Snapdragon® X Elite | 261.163 ms | 0 - 0 MB | NPU
137
- | vae | QNN_CONTEXT_BINARY | w8a16 | Snapdragon® 8 Gen 3 Mobile | 201.535 ms | 0 - 7 MB | NPU
138
- | vae | QNN_CONTEXT_BINARY | w8a16 | Qualcomm® QCS8275 (Proxy) | 719.519 ms | 0 - 9 MB | NPU
139
- | vae | QNN_CONTEXT_BINARY | w8a16 | Qualcomm® QCS8550 (Proxy) | 263.495 ms | 1 - 2 MB | NPU
140
- | vae | QNN_CONTEXT_BINARY | w8a16 | Qualcomm® SA8775P | 250.578 ms | 0 - 9 MB | NPU
141
- | vae | QNN_CONTEXT_BINARY | w8a16 | Qualcomm® QCS9075 | 247.302 ms | 2 - 5 MB | NPU
142
- | vae | QNN_CONTEXT_BINARY | w8a16 | Qualcomm® QCM6690 | 6375.485 ms | 0 - 6 MB | NPU
143
- | vae | QNN_CONTEXT_BINARY | w8a16 | Qualcomm® SA7255P | 719.519 ms | 0 - 9 MB | NPU
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- | vae | QNN_CONTEXT_BINARY | w8a16 | Snapdragon® 8 Elite For Galaxy Mobile | 176.173 ms | 0 - 14 MB | NPU
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- | vae | QNN_CONTEXT_BINARY | w8a16 | Snapdragon® 7 Gen 4 Mobile | 512.802 ms | 0 - 6 MB | NPU
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147
  ## License
148
  * The license for the original implementation of Stable-Diffusion-v1.5 can be found
 
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  | Runtime | Precision | Chipset | SDK Versions | Download |
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  |---|---|---|---|---|
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+ | QNN_CONTEXT_BINARY | w8a16 | qualcomm_qcm6690 | QAIRT 2.43 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/stable_diffusion_v1_5/releases/v0.50.2/stable_diffusion_v1_5-qnn_context_binary-w8a16-qualcomm_qcm6690.zip)
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+ | QNN_CONTEXT_BINARY | w8a16 | qualcomm_qcs8550_proxy | QAIRT 2.43 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/stable_diffusion_v1_5/releases/v0.50.2/stable_diffusion_v1_5-qnn_context_binary-w8a16-qualcomm_qcs8550_proxy.zip)
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+ | QNN_CONTEXT_BINARY | w8a16 | qualcomm_qcs9075 | QAIRT 2.43 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/stable_diffusion_v1_5/releases/v0.50.2/stable_diffusion_v1_5-qnn_context_binary-w8a16-qualcomm_qcs9075.zip)
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+ | QNN_CONTEXT_BINARY | w8a16 | qualcomm_sa7255p | QAIRT 2.43 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/stable_diffusion_v1_5/releases/v0.50.2/stable_diffusion_v1_5-qnn_context_binary-w8a16-qualcomm_sa7255p.zip)
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+ | QNN_CONTEXT_BINARY | w8a16 | qualcomm_sa8775p | QAIRT 2.43 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/stable_diffusion_v1_5/releases/v0.50.2/stable_diffusion_v1_5-qnn_context_binary-w8a16-qualcomm_sa8775p.zip)
43
+ | QNN_CONTEXT_BINARY | w8a16 | qualcomm_snapdragon_7gen4 | QAIRT 2.43 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/stable_diffusion_v1_5/releases/v0.50.2/stable_diffusion_v1_5-qnn_context_binary-w8a16-qualcomm_snapdragon_7gen4.zip)
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+ | QNN_CONTEXT_BINARY | w8a16 | qualcomm_snapdragon_8_elite_for_galaxy | QAIRT 2.43 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/stable_diffusion_v1_5/releases/v0.50.2/stable_diffusion_v1_5-qnn_context_binary-w8a16-qualcomm_snapdragon_8_elite_for_galaxy.zip)
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+ | QNN_CONTEXT_BINARY | w8a16 | qualcomm_snapdragon_8_elite_gen5 | QAIRT 2.43 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/stable_diffusion_v1_5/releases/v0.50.2/stable_diffusion_v1_5-qnn_context_binary-w8a16-qualcomm_snapdragon_8_elite_gen5.zip)
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+ | QNN_CONTEXT_BINARY | w8a16 | qualcomm_snapdragon_8gen3 | QAIRT 2.43 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/stable_diffusion_v1_5/releases/v0.50.2/stable_diffusion_v1_5-qnn_context_binary-w8a16-qualcomm_snapdragon_8gen3.zip)
47
+ | QNN_CONTEXT_BINARY | w8a16 | qualcomm_snapdragon_x2_elite | QAIRT 2.43 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/stable_diffusion_v1_5/releases/v0.50.2/stable_diffusion_v1_5-qnn_context_binary-w8a16-qualcomm_snapdragon_x2_elite.zip)
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+ | QNN_CONTEXT_BINARY | w8a16 | qualcomm_snapdragon_x_elite | QAIRT 2.43 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/stable_diffusion_v1_5/releases/v0.50.2/stable_diffusion_v1_5-qnn_context_binary-w8a16-qualcomm_snapdragon_x_elite.zip)
 
 
 
 
 
 
 
 
 
49
 
50
  For more device-specific assets and performance metrics, visit **[Stable-Diffusion-v1.5 on Qualcomm® AI Hub](https://aihub.qualcomm.com/models/stable_diffusion_v1_5)**.
51
 
 
71
  ## Performance Summary
72
  | Model | Runtime | Precision | Chipset | Inference Time (ms) | Peak Memory Range (MB) | Primary Compute Unit
73
  |---|---|---|---|---|---|---
74
+ | text_encoder | PRECOMPILED_QNN_ONNX | w8a16 | Snapdragon® 8 Elite Gen 5 Mobile | 1.495 ms | 0 - 10 MB | NPU
75
  | text_encoder | PRECOMPILED_QNN_ONNX | w8a16 | Snapdragon® X2 Elite | 1.53 ms | 156 - 156 MB | NPU
76
+ | text_encoder | PRECOMPILED_QNN_ONNX | w8a16 | Snapdragon® X Elite | 3.626 ms | 156 - 156 MB | NPU
77
+ | text_encoder | PRECOMPILED_QNN_ONNX | w8a16 | Snapdragon® 8 Gen 3 Mobile | 2.305 ms | 0 - 7 MB | NPU
78
+ | text_encoder | PRECOMPILED_QNN_ONNX | w8a16 | Qualcomm® QCS8550 (Proxy) | 3.239 ms | 0 - 162 MB | NPU
79
+ | text_encoder | PRECOMPILED_QNN_ONNX | w8a16 | Qualcomm® QCS9075 | 3.337 ms | 0 - 3 MB | NPU
80
+ | text_encoder | PRECOMPILED_QNN_ONNX | w8a16 | Qualcomm® QCM6690 | 22.12 ms | 0 - 10 MB | NPU
81
+ | text_encoder | PRECOMPILED_QNN_ONNX | w8a16 | Snapdragon® 8 Elite For Galaxy Mobile | 1.752 ms | 0 - 7 MB | NPU
82
+ | text_encoder | PRECOMPILED_QNN_ONNX | w8a16 | Snapdragon® 7 Gen 4 Mobile | 3.639 ms | 0 - 6 MB | NPU
83
+ | text_encoder | QNN_CONTEXT_BINARY | w8a16 | Snapdragon® 8 Elite Gen 5 Mobile | 1.497 ms | 0 - 9 MB | NPU
84
+ | text_encoder | QNN_CONTEXT_BINARY | w8a16 | Snapdragon® X2 Elite | 1.78 ms | 0 - 0 MB | NPU
85
+ | text_encoder | QNN_CONTEXT_BINARY | w8a16 | Snapdragon® X Elite | 3.613 ms | 0 - 0 MB | NPU
86
+ | text_encoder | QNN_CONTEXT_BINARY | w8a16 | Snapdragon® 8 Gen 3 Mobile | 2.336 ms | 0 - 7 MB | NPU
87
+ | text_encoder | QNN_CONTEXT_BINARY | w8a16 | Qualcomm® QCS8275 (Proxy) | 7.547 ms | 0 - 7 MB | NPU
88
+ | text_encoder | QNN_CONTEXT_BINARY | w8a16 | Qualcomm® QCS8550 (Proxy) | 3.269 ms | 0 - 1 MB | NPU
89
+ | text_encoder | QNN_CONTEXT_BINARY | w8a16 | Qualcomm® SA8775P | 3.525 ms | 0 - 9 MB | NPU
90
+ | text_encoder | QNN_CONTEXT_BINARY | w8a16 | Qualcomm® QCS9075 | 3.351 ms | 2 - 4 MB | NPU
91
+ | text_encoder | QNN_CONTEXT_BINARY | w8a16 | Qualcomm® QCM6690 | 21.922 ms | 0 - 6 MB | NPU
92
+ | text_encoder | QNN_CONTEXT_BINARY | w8a16 | Qualcomm® SA7255P | 7.547 ms | 0 - 7 MB | NPU
93
+ | text_encoder | QNN_CONTEXT_BINARY | w8a16 | Snapdragon® 8 Elite For Galaxy Mobile | 1.749 ms | 0 - 13 MB | NPU
94
+ | text_encoder | QNN_CONTEXT_BINARY | w8a16 | Snapdragon® 7 Gen 4 Mobile | 3.656 ms | 0 - 6 MB | NPU
95
+ | unet | PRECOMPILED_QNN_ONNX | w8a16 | Snapdragon® 8 Elite Gen 5 Mobile | 44.894 ms | 0 - 9 MB | NPU
96
+ | unet | PRECOMPILED_QNN_ONNX | w8a16 | Snapdragon® X2 Elite | 47.122 ms | 845 - 845 MB | NPU
97
+ | unet | PRECOMPILED_QNN_ONNX | w8a16 | Snapdragon® X Elite | 112.786 ms | 843 - 843 MB | NPU
98
+ | unet | PRECOMPILED_QNN_ONNX | w8a16 | Snapdragon® 8 Gen 3 Mobile | 80.241 ms | 0 - 12 MB | NPU
99
+ | unet | PRECOMPILED_QNN_ONNX | w8a16 | Qualcomm® QCS8550 (Proxy) | 112.733 ms | 0 - 898 MB | NPU
100
+ | unet | PRECOMPILED_QNN_ONNX | w8a16 | Qualcomm® QCS9075 | 105.775 ms | 0 - 3 MB | NPU
101
+ | unet | PRECOMPILED_QNN_ONNX | w8a16 | Qualcomm® QCM6690 | 2104.529 ms | 0 - 11 MB | NPU
102
+ | unet | PRECOMPILED_QNN_ONNX | w8a16 | Snapdragon® 8 Elite For Galaxy Mobile | 62.047 ms | 0 - 10 MB | NPU
103
+ | unet | PRECOMPILED_QNN_ONNX | w8a16 | Snapdragon® 7 Gen 4 Mobile | 184.475 ms | 0 - 11 MB | NPU
104
+ | unet | QNN_CONTEXT_BINARY | w8a16 | Snapdragon® 8 Elite Gen 5 Mobile | 45.016 ms | 0 - 9 MB | NPU
105
+ | unet | QNN_CONTEXT_BINARY | w8a16 | Snapdragon® X2 Elite | 46.854 ms | 0 - 0 MB | NPU
106
+ | unet | QNN_CONTEXT_BINARY | w8a16 | Snapdragon® X Elite | 114.01 ms | 0 - 0 MB | NPU
107
+ | unet | QNN_CONTEXT_BINARY | w8a16 | Snapdragon® 8 Gen 3 Mobile | 80.094 ms | 0 - 8 MB | NPU
108
+ | unet | QNN_CONTEXT_BINARY | w8a16 | Qualcomm® QCS8275 (Proxy) | 262.548 ms | 0 - 6 MB | NPU
109
+ | unet | QNN_CONTEXT_BINARY | w8a16 | Qualcomm® QCS8550 (Proxy) | 113.101 ms | 0 - 3 MB | NPU
110
+ | unet | QNN_CONTEXT_BINARY | w8a16 | Qualcomm® SA8775P | 106.334 ms | 0 - 7 MB | NPU
111
+ | unet | QNN_CONTEXT_BINARY | w8a16 | Qualcomm® QCS9075 | 105.973 ms | 0 - 2 MB | NPU
112
+ | unet | QNN_CONTEXT_BINARY | w8a16 | Qualcomm® QCM6690 | 2106.999 ms | 0 - 10 MB | NPU
113
+ | unet | QNN_CONTEXT_BINARY | w8a16 | Qualcomm® SA7255P | 262.548 ms | 0 - 6 MB | NPU
114
+ | unet | QNN_CONTEXT_BINARY | w8a16 | Snapdragon® 8 Elite For Galaxy Mobile | 59.772 ms | 1 - 10 MB | NPU
115
+ | unet | QNN_CONTEXT_BINARY | w8a16 | Snapdragon® 7 Gen 4 Mobile | 178.2 ms | 0 - 7 MB | NPU
116
+ | vae | PRECOMPILED_QNN_ONNX | w8a16 | Snapdragon® 8 Elite Gen 5 Mobile | 116.225 ms | 3 - 13 MB | NPU
117
+ | vae | PRECOMPILED_QNN_ONNX | w8a16 | Snapdragon® X2 Elite | 125.617 ms | 62 - 62 MB | NPU
118
+ | vae | PRECOMPILED_QNN_ONNX | w8a16 | Snapdragon® X Elite | 264.783 ms | 62 - 62 MB | NPU
119
+ | vae | PRECOMPILED_QNN_ONNX | w8a16 | Snapdragon® 8 Gen 3 Mobile | 202.214 ms | 3 - 10 MB | NPU
120
+ | vae | PRECOMPILED_QNN_ONNX | w8a16 | Qualcomm® QCS8550 (Proxy) | 267.646 ms | 0 - 65 MB | NPU
121
+ | vae | PRECOMPILED_QNN_ONNX | w8a16 | Qualcomm® QCS9075 | 250.354 ms | 3 - 6 MB | NPU
122
+ | vae | PRECOMPILED_QNN_ONNX | w8a16 | Qualcomm® QCM6690 | 6350.339 ms | 1 - 7 MB | NPU
123
+ | vae | PRECOMPILED_QNN_ONNX | w8a16 | Snapdragon® 8 Elite For Galaxy Mobile | 178.063 ms | 3 - 11 MB | NPU
124
+ | vae | PRECOMPILED_QNN_ONNX | w8a16 | Snapdragon® 7 Gen 4 Mobile | 513.906 ms | 2 - 9 MB | NPU
125
+ | vae | QNN_CONTEXT_BINARY | w8a16 | Snapdragon® 8 Elite Gen 5 Mobile | 127.734 ms | 0 - 10 MB | NPU
126
+ | vae | QNN_CONTEXT_BINARY | w8a16 | Snapdragon® X2 Elite | 133.142 ms | 0 - 0 MB | NPU
127
+ | vae | QNN_CONTEXT_BINARY | w8a16 | Snapdragon® X Elite | 261.173 ms | 0 - 0 MB | NPU
128
+ | vae | QNN_CONTEXT_BINARY | w8a16 | Snapdragon® 8 Gen 3 Mobile | 201.382 ms | 0 - 7 MB | NPU
129
+ | vae | QNN_CONTEXT_BINARY | w8a16 | Qualcomm® QCS8275 (Proxy) | 718.567 ms | 0 - 7 MB | NPU
130
+ | vae | QNN_CONTEXT_BINARY | w8a16 | Qualcomm® QCS8550 (Proxy) | 264.498 ms | 1 - 2 MB | NPU
131
+ | vae | QNN_CONTEXT_BINARY | w8a16 | Qualcomm® SA8775P | 250.536 ms | 0 - 9 MB | NPU
132
+ | vae | QNN_CONTEXT_BINARY | w8a16 | Qualcomm® QCS9075 | 247.247 ms | 0 - 3 MB | NPU
133
+ | vae | QNN_CONTEXT_BINARY | w8a16 | Qualcomm® QCM6690 | 6441.317 ms | 0 - 6 MB | NPU
134
+ | vae | QNN_CONTEXT_BINARY | w8a16 | Qualcomm® SA7255P | 718.567 ms | 0 - 7 MB | NPU
135
+ | vae | QNN_CONTEXT_BINARY | w8a16 | Snapdragon® 8 Elite For Galaxy Mobile | 176.023 ms | 0 - 9 MB | NPU
136
+ | vae | QNN_CONTEXT_BINARY | w8a16 | Snapdragon® 7 Gen 4 Mobile | 514.612 ms | 0 - 7 MB | NPU
137
 
138
  ## License
139
  * The license for the original implementation of Stable-Diffusion-v1.5 can be found
release_assets.json CHANGED
@@ -1 +1 @@
1
- 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