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Stable-Diffusion-v2.1

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 +74 -83
  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_v2_1/releases/v0.50.1/stable_diffusion_v2_1-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_v2_1/releases/v0.50.1/stable_diffusion_v2_1-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_v2_1/releases/v0.50.1/stable_diffusion_v2_1-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_v2_1/releases/v0.50.1/stable_diffusion_v2_1-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_v2_1/releases/v0.50.1/stable_diffusion_v2_1-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_v2_1/releases/v0.50.1/stable_diffusion_v2_1-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_v2_1/releases/v0.50.1/stable_diffusion_v2_1-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_v2_1/releases/v0.50.1/stable_diffusion_v2_1-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_v2_1/releases/v0.50.1/stable_diffusion_v2_1-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_v2_1/releases/v0.50.1/stable_diffusion_v2_1-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_v2_1/releases/v0.50.1/stable_diffusion_v2_1-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_v2_1/releases/v0.50.1/stable_diffusion_v2_1-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_v2_1/releases/v0.50.1/stable_diffusion_v2_1-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_v2_1/releases/v0.50.1/stable_diffusion_v2_1-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_v2_1/releases/v0.50.1/stable_diffusion_v2_1-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_v2_1/releases/v0.50.1/stable_diffusion_v2_1-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_v2_1/releases/v0.50.1/stable_diffusion_v2_1-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_v2_1/releases/v0.50.1/stable_diffusion_v2_1-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_v2_1/releases/v0.50.1/stable_diffusion_v2_1-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_v2_1/releases/v0.50.1/stable_diffusion_v2_1-qnn_context_binary-w8a16-qualcomm_qcs9075.zip)
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59
  For more device-specific assets and performance metrics, visit **[Stable-Diffusion-v2.1 on Qualcomm® AI Hub](https://aihub.qualcomm.com/models/stable_diffusion_v2_1)**.
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@@ -80,69 +71,69 @@ See our repository for [Stable-Diffusion-v2.1 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 | 4.302 ms | 0 - 10 MB | NPU
84
- | text_encoder | PRECOMPILED_QNN_ONNX | w8a16 | Snapdragon® X2 Elite | 3.523 ms | 378 - 378 MB | NPU
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- | text_encoder | PRECOMPILED_QNN_ONNX | w8a16 | Snapdragon® X Elite | 8.35 ms | 378 - 378 MB | NPU
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- | text_encoder | PRECOMPILED_QNN_ONNX | w8a16 | Snapdragon® 8 Gen 3 Mobile | 5.611 ms | 0 - 6 MB | NPU
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- | text_encoder | PRECOMPILED_QNN_ONNX | w8a16 | Qualcomm® QCS8550 (Proxy) | 7.966 ms | 0 - 385 MB | NPU
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- | text_encoder | PRECOMPILED_QNN_ONNX | w8a16 | Qualcomm® QCS9075 | 7.977 ms | 0 - 3 MB | NPU
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- | text_encoder | PRECOMPILED_QNN_ONNX | w8a16 | Qualcomm® QCM6690 | 80.991 ms | 0 - 11 MB | NPU
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- | text_encoder | PRECOMPILED_QNN_ONNX | w8a16 | Snapdragon® 8 Elite For Galaxy Mobile | 4.609 ms | 0 - 11 MB | NPU
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- | text_encoder | PRECOMPILED_QNN_ONNX | w8a16 | Snapdragon® 7 Gen 4 Mobile | 11.557 ms | 0 - 11 MB | NPU
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- | text_encoder | QNN_CONTEXT_BINARY | w8a16 | Snapdragon® 8 Elite Gen 5 Mobile | 4.303 ms | 0 - 10 MB | NPU
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- | text_encoder | QNN_CONTEXT_BINARY | w8a16 | Snapdragon® X2 Elite | 3.82 ms | 0 - 0 MB | NPU
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- | text_encoder | QNN_CONTEXT_BINARY | w8a16 | Snapdragon® X Elite | 8.264 ms | 0 - 0 MB | NPU
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- | text_encoder | QNN_CONTEXT_BINARY | w8a16 | Snapdragon® 8 Gen 3 Mobile | 5.768 ms | 0 - 7 MB | NPU
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- | text_encoder | QNN_CONTEXT_BINARY | w8a16 | Qualcomm® QCS8275 (Proxy) | 18.691 ms | 0 - 8 MB | NPU
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- | text_encoder | QNN_CONTEXT_BINARY | w8a16 | Qualcomm® QCS8550 (Proxy) | 7.964 ms | 0 - 1 MB | NPU
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- | text_encoder | QNN_CONTEXT_BINARY | w8a16 | Qualcomm® SA8775P | 8.346 ms | 0 - 8 MB | NPU
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- | text_encoder | QNN_CONTEXT_BINARY | w8a16 | Qualcomm® QCS9075 | 8.017 ms | 2 - 4 MB | NPU
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- | text_encoder | QNN_CONTEXT_BINARY | w8a16 | Qualcomm® QCM6690 | 74.864 ms | 0 - 6 MB | NPU
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- | text_encoder | QNN_CONTEXT_BINARY | w8a16 | Qualcomm® SA7255P | 18.691 ms | 0 - 8 MB | NPU
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- | text_encoder | QNN_CONTEXT_BINARY | w8a16 | Snapdragon® 8 Elite For Galaxy Mobile | 4.721 ms | 0 - 9 MB | NPU
103
- | text_encoder | QNN_CONTEXT_BINARY | w8a16 | Snapdragon® 7 Gen 4 Mobile | 11.603 ms | 0 - 7 MB | NPU
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- | unet | PRECOMPILED_QNN_ONNX | w8a16 | Snapdragon® 8 Elite Gen 5 Mobile | 38.362 ms | 0 - 8 MB | NPU
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- | unet | PRECOMPILED_QNN_ONNX | w8a16 | Snapdragon® X2 Elite | 40.048 ms | 845 - 845 MB | NPU
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- | unet | PRECOMPILED_QNN_ONNX | w8a16 | Snapdragon® X Elite | 96.018 ms | 843 - 843 MB | NPU
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- | unet | PRECOMPILED_QNN_ONNX | w8a16 | Snapdragon® 8 Gen 3 Mobile | 69.097 ms | 0 - 11 MB | NPU
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- | unet | PRECOMPILED_QNN_ONNX | w8a16 | Qualcomm® QCS8550 (Proxy) | 92.52 ms | 0 - 898 MB | NPU
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- | unet | PRECOMPILED_QNN_ONNX | w8a16 | Qualcomm® QCS9075 | 89.706 ms | 0 - 3 MB | NPU
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- | unet | PRECOMPILED_QNN_ONNX | w8a16 | Qualcomm® QCM6690 | 2342.549 ms | 0 - 11 MB | NPU
111
- | unet | PRECOMPILED_QNN_ONNX | w8a16 | Snapdragon® 8 Elite For Galaxy Mobile | 55.552 ms | 0 - 13 MB | NPU
112
- | unet | PRECOMPILED_QNN_ONNX | w8a16 | Snapdragon® 7 Gen 4 Mobile | 179.45 ms | 0 - 10 MB | NPU
113
- | unet | QNN_CONTEXT_BINARY | w8a16 | Snapdragon® 8 Elite Gen 5 Mobile | 39.884 ms | 0 - 9 MB | NPU
114
- | unet | QNN_CONTEXT_BINARY | w8a16 | Snapdragon® X2 Elite | 40.525 ms | 0 - 0 MB | NPU
115
- | unet | QNN_CONTEXT_BINARY | w8a16 | Snapdragon® X Elite | 96.774 ms | 0 - 0 MB | NPU
116
- | unet | QNN_CONTEXT_BINARY | w8a16 | Snapdragon® 8 Gen 3 Mobile | 70.054 ms | 0 - 7 MB | NPU
117
- | unet | QNN_CONTEXT_BINARY | w8a16 | Qualcomm® QCS8275 (Proxy) | 233.28 ms | 0 - 7 MB | NPU
118
- | unet | QNN_CONTEXT_BINARY | w8a16 | Qualcomm® QCS8550 (Proxy) | 96.276 ms | 0 - 2 MB | NPU
119
- | unet | QNN_CONTEXT_BINARY | w8a16 | Qualcomm® SA8775P | 90.169 ms | 0 - 8 MB | NPU
120
- | unet | QNN_CONTEXT_BINARY | w8a16 | Qualcomm® QCS9075 | 89.779 ms | 0 - 2 MB | NPU
121
- | unet | QNN_CONTEXT_BINARY | w8a16 | Qualcomm® QCM6690 | 2131.224 ms | 0 - 6 MB | NPU
122
- | unet | QNN_CONTEXT_BINARY | w8a16 | Qualcomm® SA7255P | 233.28 ms | 0 - 7 MB | NPU
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- | unet | QNN_CONTEXT_BINARY | w8a16 | Snapdragon® 8 Elite For Galaxy Mobile | 53.603 ms | 1 - 9 MB | NPU
124
- | unet | QNN_CONTEXT_BINARY | w8a16 | Snapdragon® 7 Gen 4 Mobile | 180.123 ms | 0 - 7 MB | NPU
125
- | vae | PRECOMPILED_QNN_ONNX | w8a16 | Snapdragon® 8 Elite Gen 5 Mobile | 117.64 ms | 3 - 13 MB | NPU
126
- | vae | PRECOMPILED_QNN_ONNX | w8a16 | Snapdragon® X2 Elite | 126.252 ms | 62 - 62 MB | NPU
127
- | vae | PRECOMPILED_QNN_ONNX | w8a16 | Snapdragon® X Elite | 264.446 ms | 62 - 62 MB | NPU
128
- | vae | PRECOMPILED_QNN_ONNX | w8a16 | Snapdragon® 8 Gen 3 Mobile | 201.61 ms | 3 - 10 MB | NPU
129
- | vae | PRECOMPILED_QNN_ONNX | w8a16 | Qualcomm® QCS8550 (Proxy) | 267.974 ms | 0 - 66 MB | NPU
130
- | vae | PRECOMPILED_QNN_ONNX | w8a16 | Qualcomm® QCS9075 | 250.066 ms | 4 - 6 MB | NPU
131
- | vae | PRECOMPILED_QNN_ONNX | w8a16 | Qualcomm® QCM6690 | 6372.024 ms | 0 - 6 MB | NPU
132
- | vae | PRECOMPILED_QNN_ONNX | w8a16 | Snapdragon® 8 Elite For Galaxy Mobile | 177.976 ms | 3 - 15 MB | NPU
133
- | vae | PRECOMPILED_QNN_ONNX | w8a16 | Snapdragon® 7 Gen 4 Mobile | 515.0 ms | 1 - 7 MB | NPU
134
- | vae | QNN_CONTEXT_BINARY | w8a16 | Snapdragon® 8 Elite Gen 5 Mobile | 132.536 ms | 0 - 10 MB | NPU
135
- | vae | QNN_CONTEXT_BINARY | w8a16 | Snapdragon® X2 Elite | 133.389 ms | 0 - 0 MB | NPU
136
- | vae | QNN_CONTEXT_BINARY | w8a16 | Snapdragon® X Elite | 260.777 ms | 0 - 0 MB | NPU
137
- | vae | QNN_CONTEXT_BINARY | w8a16 | Snapdragon® 8 Gen 3 Mobile | 200.642 ms | 0 - 7 MB | NPU
138
- | vae | QNN_CONTEXT_BINARY | w8a16 | Qualcomm® QCS8275 (Proxy) | 718.457 ms | 0 - 9 MB | NPU
139
- | vae | QNN_CONTEXT_BINARY | w8a16 | Qualcomm® QCS8550 (Proxy) | 263.955 ms | 0 - 2 MB | NPU
140
- | vae | QNN_CONTEXT_BINARY | w8a16 | Qualcomm® SA8775P | 250.389 ms | 0 - 9 MB | NPU
141
- | vae | QNN_CONTEXT_BINARY | w8a16 | Qualcomm® QCS9075 | 247.576 ms | 0 - 3 MB | NPU
142
- | vae | QNN_CONTEXT_BINARY | w8a16 | Qualcomm® QCM6690 | 6402.657 ms | 1 - 7 MB | NPU
143
- | vae | QNN_CONTEXT_BINARY | w8a16 | Qualcomm® SA7255P | 718.457 ms | 0 - 9 MB | NPU
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- | vae | QNN_CONTEXT_BINARY | w8a16 | Snapdragon® 8 Elite For Galaxy Mobile | 177.638 ms | 0 - 9 MB | NPU
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- | vae | QNN_CONTEXT_BINARY | w8a16 | Snapdragon® 7 Gen 4 Mobile | 513.452 ms | 0 - 6 MB | NPU
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147
  ## License
148
  * The license for the original implementation of Stable-Diffusion-v2.1 can be found
 
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  | Runtime | Precision | Chipset | SDK Versions | Download |
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  |---|---|---|---|---|
38
+ | 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_v2_1/releases/v0.50.2/stable_diffusion_v2_1-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_v2_1/releases/v0.50.2/stable_diffusion_v2_1-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_v2_1/releases/v0.50.2/stable_diffusion_v2_1-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_v2_1/releases/v0.50.2/stable_diffusion_v2_1-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_v2_1/releases/v0.50.2/stable_diffusion_v2_1-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_v2_1/releases/v0.50.2/stable_diffusion_v2_1-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_v2_1/releases/v0.50.2/stable_diffusion_v2_1-qnn_context_binary-w8a16-qualcomm_snapdragon_8_elite_for_galaxy.zip)
45
+ | 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_v2_1/releases/v0.50.2/stable_diffusion_v2_1-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_v2_1/releases/v0.50.2/stable_diffusion_v2_1-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_v2_1/releases/v0.50.2/stable_diffusion_v2_1-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_v2_1/releases/v0.50.2/stable_diffusion_v2_1-qnn_context_binary-w8a16-qualcomm_snapdragon_x_elite.zip)
 
 
 
 
 
 
 
 
 
49
 
50
  For more device-specific assets and performance metrics, visit **[Stable-Diffusion-v2.1 on Qualcomm® AI Hub](https://aihub.qualcomm.com/models/stable_diffusion_v2_1)**.
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 | 4.618 ms | 0 - 10 MB | NPU
75
+ | text_encoder | PRECOMPILED_QNN_ONNX | w8a16 | Snapdragon® X2 Elite | 3.227 ms | 417 - 417 MB | NPU
76
+ | text_encoder | PRECOMPILED_QNN_ONNX | w8a16 | Snapdragon® X Elite | 7.744 ms | 418 - 418 MB | NPU
77
+ | text_encoder | PRECOMPILED_QNN_ONNX | w8a16 | Snapdragon® 8 Gen 3 Mobile | 5.954 ms | 0 - 11 MB | NPU
78
+ | text_encoder | PRECOMPILED_QNN_ONNX | w8a16 | Qualcomm® QCS8550 (Proxy) | 8.013 ms | 0 - 450 MB | NPU
79
+ | text_encoder | PRECOMPILED_QNN_ONNX | w8a16 | Qualcomm® QCS9075 | 7.387 ms | 0 - 3 MB | NPU
80
+ | text_encoder | PRECOMPILED_QNN_ONNX | w8a16 | Qualcomm® QCM6690 | 81.587 ms | 0 - 10 MB | NPU
81
+ | text_encoder | PRECOMPILED_QNN_ONNX | w8a16 | Snapdragon® 8 Elite For Galaxy Mobile | 5.061 ms | 0 - 10 MB | NPU
82
+ | text_encoder | PRECOMPILED_QNN_ONNX | w8a16 | Snapdragon® 7 Gen 4 Mobile | 12.228 ms | 0 - 11 MB | NPU
83
+ | text_encoder | QNN_CONTEXT_BINARY | w8a16 | Snapdragon® 8 Elite Gen 5 Mobile | 4.762 ms | 0 - 10 MB | NPU
84
+ | text_encoder | QNN_CONTEXT_BINARY | w8a16 | Snapdragon® X2 Elite | 3.973 ms | 0 - 0 MB | NPU
85
+ | text_encoder | QNN_CONTEXT_BINARY | w8a16 | Snapdragon® X Elite | 7.867 ms | 0 - 0 MB | NPU
86
+ | text_encoder | QNN_CONTEXT_BINARY | w8a16 | Snapdragon® 8 Gen 3 Mobile | 5.975 ms | 0 - 7 MB | NPU
87
+ | text_encoder | QNN_CONTEXT_BINARY | w8a16 | Qualcomm® QCS8275 (Proxy) | 17.415 ms | 0 - 8 MB | NPU
88
+ | text_encoder | QNN_CONTEXT_BINARY | w8a16 | Qualcomm® QCS8550 (Proxy) | 8.189 ms | 0 - 1 MB | NPU
89
+ | text_encoder | QNN_CONTEXT_BINARY | w8a16 | Qualcomm® SA8775P | 8.175 ms | 0 - 9 MB | NPU
90
+ | text_encoder | QNN_CONTEXT_BINARY | w8a16 | Qualcomm® QCS9075 | 7.85 ms | 0 - 2 MB | NPU
91
+ | text_encoder | QNN_CONTEXT_BINARY | w8a16 | Qualcomm® QCM6690 | 68.878 ms | 0 - 6 MB | NPU
92
+ | text_encoder | QNN_CONTEXT_BINARY | w8a16 | Qualcomm® SA7255P | 17.415 ms | 0 - 8 MB | NPU
93
+ | text_encoder | QNN_CONTEXT_BINARY | w8a16 | Snapdragon® 8 Elite For Galaxy Mobile | 4.97 ms | 0 - 13 MB | NPU
94
+ | text_encoder | QNN_CONTEXT_BINARY | w8a16 | Snapdragon® 7 Gen 4 Mobile | 12.048 ms | 0 - 6 MB | NPU
95
+ | unet | PRECOMPILED_QNN_ONNX | w8a16 | Snapdragon® 8 Elite Gen 5 Mobile | 69.149 ms | 0 - 9 MB | NPU
96
+ | unet | PRECOMPILED_QNN_ONNX | w8a16 | Snapdragon® X2 Elite | 65.93 ms | 845 - 845 MB | NPU
97
+ | unet | PRECOMPILED_QNN_ONNX | w8a16 | Snapdragon® X Elite | 157.739 ms | 842 - 842 MB | NPU
98
+ | unet | PRECOMPILED_QNN_ONNX | w8a16 | Snapdragon® 8 Gen 3 Mobile | 110.007 ms | 0 - 12 MB | NPU
99
+ | unet | PRECOMPILED_QNN_ONNX | w8a16 | Qualcomm® QCS8550 (Proxy) | 153.135 ms | 0 - 898 MB | NPU
100
+ | unet | PRECOMPILED_QNN_ONNX | w8a16 | Qualcomm® QCS9075 | 148.971 ms | 0 - 3 MB | NPU
101
+ | unet | PRECOMPILED_QNN_ONNX | w8a16 | Qualcomm® QCM6690 | 2542.651 ms | 0 - 11 MB | NPU
102
+ | unet | PRECOMPILED_QNN_ONNX | w8a16 | Snapdragon® 8 Elite For Galaxy Mobile | 101.935 ms | 1 - 12 MB | NPU
103
+ | unet | PRECOMPILED_QNN_ONNX | w8a16 | Snapdragon® 7 Gen 4 Mobile | 218.303 ms | 0 - 11 MB | NPU
104
+ | unet | QNN_CONTEXT_BINARY | w8a16 | Snapdragon® 8 Elite Gen 5 Mobile | 65.561 ms | 0 - 9 MB | NPU
105
+ | unet | QNN_CONTEXT_BINARY | w8a16 | Snapdragon® X2 Elite | 64.358 ms | 1 - 1 MB | NPU
106
+ | unet | QNN_CONTEXT_BINARY | w8a16 | Snapdragon® X Elite | 156.663 ms | 0 - 0 MB | NPU
107
+ | unet | QNN_CONTEXT_BINARY | w8a16 | Snapdragon® 8 Gen 3 Mobile | 109.689 ms | 0 - 8 MB | NPU
108
+ | unet | QNN_CONTEXT_BINARY | w8a16 | Qualcomm® QCS8275 (Proxy) | 343.02 ms | 0 - 7 MB | NPU
109
+ | unet | QNN_CONTEXT_BINARY | w8a16 | Qualcomm® QCS8550 (Proxy) | 152.196 ms | 0 - 2 MB | NPU
110
+ | unet | QNN_CONTEXT_BINARY | w8a16 | Qualcomm® SA8775P | 146.722 ms | 0 - 7 MB | NPU
111
+ | unet | QNN_CONTEXT_BINARY | w8a16 | Qualcomm® QCS9075 | 146.499 ms | 0 - 2 MB | NPU
112
+ | unet | QNN_CONTEXT_BINARY | w8a16 | Qualcomm® QCM6690 | 2801.418 ms | 1 - 11 MB | NPU
113
+ | unet | QNN_CONTEXT_BINARY | w8a16 | Qualcomm® SA7255P | 343.02 ms | 0 - 7 MB | NPU
114
+ | unet | QNN_CONTEXT_BINARY | w8a16 | Snapdragon® 8 Elite For Galaxy Mobile | 96.033 ms | 1 - 9 MB | NPU
115
+ | unet | QNN_CONTEXT_BINARY | w8a16 | Snapdragon® 7 Gen 4 Mobile | 236.036 ms | 0 - 6 MB | NPU
116
+ | vae | PRECOMPILED_QNN_ONNX | w8a16 | Snapdragon® 8 Elite Gen 5 Mobile | 133.06 ms | 3 - 13 MB | NPU
117
+ | vae | PRECOMPILED_QNN_ONNX | w8a16 | Snapdragon® X2 Elite | 143.887 ms | 63 - 63 MB | NPU
118
+ | vae | PRECOMPILED_QNN_ONNX | w8a16 | Snapdragon® X Elite | 260.237 ms | 64 - 64 MB | NPU
119
+ | vae | PRECOMPILED_QNN_ONNX | w8a16 | Snapdragon® 8 Gen 3 Mobile | 197.699 ms | 3 - 10 MB | NPU
120
+ | vae | PRECOMPILED_QNN_ONNX | w8a16 | Qualcomm® QCS8550 (Proxy) | 262.72 ms | 0 - 66 MB | NPU
121
+ | vae | PRECOMPILED_QNN_ONNX | w8a16 | Qualcomm® QCS9075 | 246.076 ms | 3 - 6 MB | NPU
122
+ | vae | PRECOMPILED_QNN_ONNX | w8a16 | Qualcomm® QCM6690 | 6256.454 ms | 1 - 7 MB | NPU
123
+ | vae | PRECOMPILED_QNN_ONNX | w8a16 | Snapdragon® 8 Elite For Galaxy Mobile | 171.626 ms | 3 - 11 MB | NPU
124
+ | vae | PRECOMPILED_QNN_ONNX | w8a16 | Snapdragon® 7 Gen 4 Mobile | 507.866 ms | 1 - 8 MB | NPU
125
+ | vae | QNN_CONTEXT_BINARY | w8a16 | Snapdragon® 8 Elite Gen 5 Mobile | 123.858 ms | 0 - 10 MB | NPU
126
+ | vae | QNN_CONTEXT_BINARY | w8a16 | Snapdragon® X2 Elite | 130.434 ms | 0 - 0 MB | NPU
127
+ | vae | QNN_CONTEXT_BINARY | w8a16 | Snapdragon® X Elite | 256.6 ms | 0 - 0 MB | NPU
128
+ | vae | QNN_CONTEXT_BINARY | w8a16 | Snapdragon® 8 Gen 3 Mobile | 196.357 ms | 0 - 7 MB | NPU
129
+ | vae | QNN_CONTEXT_BINARY | w8a16 | Qualcomm® QCS8275 (Proxy) | 710.583 ms | 0 - 9 MB | NPU
130
+ | vae | QNN_CONTEXT_BINARY | w8a16 | Qualcomm® QCS8550 (Proxy) | 260.722 ms | 1 - 3 MB | NPU
131
+ | vae | QNN_CONTEXT_BINARY | w8a16 | Qualcomm® SA8775P | 246.202 ms | 0 - 9 MB | NPU
132
+ | vae | QNN_CONTEXT_BINARY | w8a16 | Qualcomm® QCS9075 | 243.611 ms | 0 - 3 MB | NPU
133
+ | vae | QNN_CONTEXT_BINARY | w8a16 | Qualcomm® QCM6690 | 6253.726 ms | 0 - 6 MB | NPU
134
+ | vae | QNN_CONTEXT_BINARY | w8a16 | Qualcomm® SA7255P | 710.583 ms | 0 - 9 MB | NPU
135
+ | vae | QNN_CONTEXT_BINARY | w8a16 | Snapdragon® 8 Elite For Galaxy Mobile | 160.62 ms | 0 - 9 MB | NPU
136
+ | vae | QNN_CONTEXT_BINARY | w8a16 | Snapdragon® 7 Gen 4 Mobile | 508.249 ms | 0 - 7 MB | NPU
137
 
138
  ## License
139
  * The license for the original implementation of Stable-Diffusion-v2.1 can be found
release_assets.json CHANGED
@@ -1 +1 @@
1
- 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