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QuickSRNetSmall

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v0.62.0

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See https://github.com/qualcomm/ai-hub-models/releases/v0.62.0 for changelog.

Files changed (2) hide show
  1. README.md +101 -105
  2. release_assets.json +7 -7
README.md CHANGED
@@ -14,7 +14,7 @@ pipeline_tag: image-to-image
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  QuickSRNet Small is designed for upscaling images on mobile platforms to sharpen in real-time.
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  This is based on the implementation of QuickSRNetSmall found [here](https://github.com/quic/aimet-model-zoo/tree/develop/aimet_zoo_torch/quicksrnet).
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- This repository contains pre-exported model files optimized for Qualcomm® devices. You can use the [Qualcomm® AI Hub Models](https://github.com/qualcomm/ai-hub-models/blob/v0.61.0/src/qai_hub_models/models/quicksrnetsmall) library to export with custom configurations. More details on model performance across various devices, can be found [here](#performance-summary).
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19
  Qualcomm AI Hub Models uses [Qualcomm AI Hub Workbench](https://workbench.aihub.qualcomm.com) to compile, profile, and evaluate this model. [Sign up](https://myaccount.qualcomm.com/signup) to run these models on a hosted Qualcomm® device.
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@@ -27,26 +27,26 @@ 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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- | ONNX | float | Universal | QAIRT 2.45, ONNX Runtime 1.27.1 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/quicksrnetsmall/releases/v0.61.0/quicksrnetsmall-onnx-float.zip)
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- | ONNX | w8a8 | Universal | QAIRT 2.45, ONNX Runtime 1.27.1 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/quicksrnetsmall/releases/v0.61.0/quicksrnetsmall-onnx-w8a8.zip)
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- | QNN_DLC | float | Universal | QAIRT 2.45 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/quicksrnetsmall/releases/v0.61.0/quicksrnetsmall-qnn_dlc-float.zip)
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- | QNN_DLC | w8a8 | Universal | QAIRT 2.45 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/quicksrnetsmall/releases/v0.61.0/quicksrnetsmall-qnn_dlc-w8a8.zip)
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- | TFLITE | float | Universal | QAIRT 2.45 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/quicksrnetsmall/releases/v0.61.0/quicksrnetsmall-tflite-float.zip)
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- | TFLITE | w8a8 | Universal | QAIRT 2.45 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/quicksrnetsmall/releases/v0.61.0/quicksrnetsmall-tflite-w8a8.zip)
36
 
37
  For more device-specific assets and performance metrics, visit **[QuickSRNetSmall on Qualcomm® AI Hub](https://aihub.qualcomm.com/models/quicksrnetsmall)**.
38
 
39
 
40
  ### Option 2: Export with Custom Configurations
41
 
42
- Use the [Qualcomm® AI Hub Models](https://github.com/qualcomm/ai-hub-models/blob/v0.61.0/src/qai_hub_models/models/quicksrnetsmall) Python library to compile and export the model with your own:
43
  - Custom weights (e.g., fine-tuned checkpoints)
44
  - Custom input shapes
45
  - Target device and runtime configurations
46
 
47
  This option is ideal if you need to customize the model beyond the default configuration provided here.
48
 
49
- See our repository for [QuickSRNetSmall on GitHub](https://github.com/qualcomm/ai-hub-models/blob/v0.61.0/src/qai_hub_models/models/quicksrnetsmall) for usage instructions.
50
 
51
  ## Model Details
52
 
@@ -62,108 +62,104 @@ See our repository for [QuickSRNetSmall on GitHub](https://github.com/qualcomm/a
62
  ## Performance Summary
63
  | Model | Runtime | Precision | Chipset | Inference Time (ms) | Peak Memory Range (MB) | Primary Compute Unit
64
  |---|---|---|---|---|---|---
65
- | QuickSRNetSmall | ONNX | float | Snapdragon® X2 Elite | 0.368 ms | 8 - 8 MB | NPU
66
- | QuickSRNetSmall | ONNX | float | Snapdragon® X Elite | 0.875 ms | 8 - 8 MB | NPU
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- | QuickSRNetSmall | ONNX | float | Snapdragon® 8 Gen 3 Mobile | 0.544 ms | 0 - 28 MB | NPU
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- | QuickSRNetSmall | ONNX | float | Snapdragon® 8 Gen 1 Mobile | 1.203 ms | 3 - 38 MB | NPU
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- | QuickSRNetSmall | ONNX | float | Qualcomm® Dragonwing™ IQ-8275 | 1.11 ms | 0 - 4 MB | NPU
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- | QuickSRNetSmall | ONNX | float | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 0.854 ms | 0 - 2 MB | NPU
71
- | QuickSRNetSmall | ONNX | float | Qualcomm® QCS8450 | 1.203 ms | 3 - 38 MB | NPU
72
- | QuickSRNetSmall | ONNX | float | Qualcomm® Dragonwing™ IQ-9075 | 1.132 ms | 6 - 9 MB | NPU
73
- | QuickSRNetSmall | ONNX | float | Qualcomm® Dragonwing™ IQ-X7181 | 0.875 ms | 8 - 8 MB | NPU
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- | QuickSRNetSmall | ONNX | float | Qualcomm® Dragonwing™ Q-8750 | 0.428 ms | 0 - 23 MB | NPU
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- | QuickSRNetSmall | ONNX | float | Snapdragon® 8 Elite Mobile | 0.428 ms | 0 - 23 MB | NPU
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- | QuickSRNetSmall | ONNX | float | Snapdragon® 8 Elite Gen 5 Mobile | 0.39 ms | 0 - 18 MB | NPU
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- | QuickSRNetSmall | ONNX | w8a8 | Snapdragon® X2 Elite | 0.192 ms | 3 - 3 MB | NPU
78
- | QuickSRNetSmall | ONNX | w8a8 | Snapdragon® X Elite | 0.489 ms | 3 - 3 MB | NPU
79
- | QuickSRNetSmall | ONNX | w8a8 | Snapdragon® 8 Gen 3 Mobile | 0.337 ms | 0 - 29 MB | NPU
80
- | QuickSRNetSmall | ONNX | w8a8 | Snapdragon® 8 Gen 1 Mobile | 0.572 ms | 0 - 33 MB | NPU
81
- | QuickSRNetSmall | ONNX | w8a8 | Qualcomm® Dragonwing™ QCS6490 | 2.099 ms | 0 - 3 MB | NPU
82
- | QuickSRNetSmall | ONNX | w8a8 | Qualcomm® Dragonwing™ IQ-8275 | 0.582 ms | 0 - 4 MB | NPU
83
- | QuickSRNetSmall | ONNX | w8a8 | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 0.502 ms | 0 - 2 MB | NPU
84
- | QuickSRNetSmall | ONNX | w8a8 | Qualcomm® QCS8450 | 0.572 ms | 0 - 33 MB | NPU
85
- | QuickSRNetSmall | ONNX | w8a8 | Qualcomm® Dragonwing™ IQ-9075 | 0.638 ms | 0 - 3 MB | NPU
86
- | QuickSRNetSmall | ONNX | w8a8 | Qualcomm® Dragonwing™ IQ-X7181 | 0.489 ms | 3 - 3 MB | NPU
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- | QuickSRNetSmall | ONNX | w8a8 | Qualcomm® Dragonwing™ Q-6690 | 1.804 ms | 0 - 132 MB | NPU
88
- | QuickSRNetSmall | ONNX | w8a8 | Qualcomm® Dragonwing™ Q-7790 | 0.516 ms | 0 - 19 MB | NPU
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- | QuickSRNetSmall | ONNX | w8a8 | Qualcomm® Dragonwing™ Q-8750 | 0.235 ms | 0 - 18 MB | NPU
90
- | QuickSRNetSmall | ONNX | w8a8 | Snapdragon® 8 Elite Mobile | 0.235 ms | 0 - 18 MB | NPU
91
- | QuickSRNetSmall | ONNX | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 0.208 ms | 0 - 18 MB | NPU
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- | QuickSRNetSmall | ONNX | w8a8 | Snapdragon® 7 Gen 4 Mobile | 0.516 ms | 0 - 19 MB | NPU
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- | QuickSRNetSmall | QNN_DLC | float | Snapdragon® X2 Elite | 0.385 ms | 0 - 0 MB | NPU
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- | QuickSRNetSmall | QNN_DLC | float | Snapdragon® X Elite | 0.83 ms | 0 - 0 MB | NPU
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- | QuickSRNetSmall | QNN_DLC | float | Snapdragon® 8 Gen 3 Mobile | 0.45 ms | 0 - 28 MB | NPU
96
- | QuickSRNetSmall | QNN_DLC | float | Snapdragon® 8 Gen 1 Mobile | 1.021 ms | 0 - 33 MB | NPU
97
- | QuickSRNetSmall | QNN_DLC | float | Qualcomm® Dragonwing™ IQ-8275 | 0.857 ms | 0 - 6 MB | NPU
98
- | QuickSRNetSmall | QNN_DLC | float | Qualcomm® Dragonwing™ IQ-8275 | 1.87 ms | 0 - 20 MB | NPU
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- | QuickSRNetSmall | QNN_DLC | float | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 0.747 ms | 0 - 1 MB | NPU
100
- | QuickSRNetSmall | QNN_DLC | float | Qualcomm® SA8775P | 1.093 ms | 0 - 21 MB | NPU
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- | QuickSRNetSmall | QNN_DLC | float | Qualcomm® SA8650P | 1.093 ms | 0 - 21 MB | NPU
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- | QuickSRNetSmall | QNN_DLC | float | Qualcomm® SA8255P | 1.093 ms | 0 - 21 MB | NPU
103
- | QuickSRNetSmall | QNN_DLC | float | Qualcomm® QCS8450 | 1.021 ms | 0 - 33 MB | NPU
104
- | QuickSRNetSmall | QNN_DLC | float | Qualcomm® Dragonwing™ IQ-9075 | 0.957 ms | 2 - 7 MB | NPU
105
- | QuickSRNetSmall | QNN_DLC | float | Qualcomm® Dragonwing™ IQ-X7181 | 0.83 ms | 0 - 0 MB | NPU
106
- | QuickSRNetSmall | QNN_DLC | float | Qualcomm® Dragonwing™ Q-8750 | 0.356 ms | 0 - 25 MB | NPU
107
- | QuickSRNetSmall | QNN_DLC | float | Qualcomm® SA7255P | 1.87 ms | 0 - 20 MB | NPU
108
- | QuickSRNetSmall | QNN_DLC | float | Qualcomm® SA8295P | 1.389 ms | 0 - 18 MB | NPU
109
- | QuickSRNetSmall | QNN_DLC | float | Snapdragon® 8 Elite Mobile | 0.356 ms | 0 - 25 MB | NPU
110
- | QuickSRNetSmall | QNN_DLC | float | Snapdragon® 8 Elite Gen 5 Mobile | 0.327 ms | 0 - 21 MB | NPU
111
- | QuickSRNetSmall | QNN_DLC | w8a8 | Snapdragon® X2 Elite | 0.253 ms | 0 - 0 MB | NPU
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  | QuickSRNetSmall | QNN_DLC | w8a8 | Snapdragon® X Elite | 0.442 ms | 0 - 0 MB | NPU
113
- | QuickSRNetSmall | QNN_DLC | w8a8 | Snapdragon® 8 Gen 3 Mobile | 0.223 ms | 0 - 27 MB | NPU
114
- | QuickSRNetSmall | QNN_DLC | w8a8 | Snapdragon® 8 Gen 1 Mobile | 0.413 ms | 0 - 32 MB | NPU
115
- | QuickSRNetSmall | QNN_DLC | w8a8 | Qualcomm® Dragonwing™ QCS6490 | 1.289 ms | 0 - 2 MB | NPU
116
- | QuickSRNetSmall | QNN_DLC | w8a8 | Qualcomm® Dragonwing™ IQ-8275 | 0.427 ms | 0 - 3 MB | NPU
117
- | QuickSRNetSmall | QNN_DLC | w8a8 | Qualcomm® Dragonwing™ IQ-8275 | 0.84 ms | 0 - 19 MB | NPU
118
- | QuickSRNetSmall | QNN_DLC | w8a8 | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 0.348 ms | 0 - 66 MB | NPU
119
- | QuickSRNetSmall | QNN_DLC | w8a8 | Qualcomm® SA8775P | 0.546 ms | 0 - 21 MB | NPU
120
- | QuickSRNetSmall | QNN_DLC | w8a8 | Qualcomm® SA8650P | 0.546 ms | 0 - 21 MB | NPU
121
- | QuickSRNetSmall | QNN_DLC | w8a8 | Qualcomm® SA8255P | 0.546 ms | 0 - 21 MB | NPU
122
- | QuickSRNetSmall | QNN_DLC | w8a8 | Qualcomm® QCS8450 | 0.413 ms | 0 - 32 MB | NPU
123
  | QuickSRNetSmall | QNN_DLC | w8a8 | Qualcomm® Dragonwing™ IQ-9075 | 0.478 ms | 0 - 2 MB | NPU
124
  | QuickSRNetSmall | QNN_DLC | w8a8 | Qualcomm® Dragonwing™ IQ-X7181 | 0.442 ms | 0 - 0 MB | NPU
125
- | QuickSRNetSmall | QNN_DLC | w8a8 | Qualcomm® Dragonwing™ Q-6690 | 1.272 ms | 0 - 17 MB | NPU
126
- | QuickSRNetSmall | QNN_DLC | w8a8 | Qualcomm® Dragonwing™ Q-7790 | 0.361 ms | 0 - 18 MB | NPU
127
- | QuickSRNetSmall | QNN_DLC | w8a8 | Qualcomm® Dragonwing™ Q-8750 | 0.193 ms | 0 - 24 MB | NPU
128
- | QuickSRNetSmall | QNN_DLC | w8a8 | Qualcomm® SA7255P | 0.84 ms | 0 - 19 MB | NPU
129
- | QuickSRNetSmall | QNN_DLC | w8a8 | Qualcomm® SA8295P | 0.74 ms | 0 - 17 MB | NPU
130
- | QuickSRNetSmall | QNN_DLC | w8a8 | Snapdragon® 8 Elite Mobile | 0.193 ms | 0 - 24 MB | NPU
131
- | QuickSRNetSmall | QNN_DLC | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 0.162 ms | 0 - 21 MB | NPU
132
- | QuickSRNetSmall | QNN_DLC | w8a8 | Snapdragon® 7 Gen 4 Mobile | 0.361 ms | 0 - 18 MB | NPU
133
- | QuickSRNetSmall | TFLITE | float | Snapdragon® 8 Gen 3 Mobile | 0.613 ms | 0 - 28 MB | NPU
134
- | QuickSRNetSmall | TFLITE | float | Snapdragon® 8 Gen 1 Mobile | 1.321 ms | 0 - 33 MB | NPU
135
  | QuickSRNetSmall | TFLITE | float | Qualcomm® Dragonwing™ IQ-8275 | 1.126 ms | 0 - 6 MB | NPU
136
- | QuickSRNetSmall | TFLITE | float | Qualcomm® Dragonwing™ IQ-8275 | 2.359 ms | 0 - 21 MB | NPU
137
- | QuickSRNetSmall | TFLITE | float | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 1.001 ms | 0 - 32 MB | NPU
138
- | QuickSRNetSmall | TFLITE | float | Qualcomm® SA8775P | 1.399 ms | 0 - 21 MB | NPU
139
- | QuickSRNetSmall | TFLITE | float | Qualcomm® SA8650P | 1.399 ms | 0 - 21 MB | NPU
140
- | QuickSRNetSmall | TFLITE | float | Qualcomm® SA8255P | 1.399 ms | 0 - 21 MB | NPU
141
- | QuickSRNetSmall | TFLITE | float | Qualcomm® QCS8450 | 1.321 ms | 0 - 33 MB | NPU
142
- | QuickSRNetSmall | TFLITE | float | Qualcomm® Dragonwing™ IQ-9075 | 1.293 ms | 3 - 8 MB | NPU
143
- | QuickSRNetSmall | TFLITE | float | Qualcomm® Dragonwing™ Q-8750 | 0.457 ms | 0 - 24 MB | NPU
144
- | QuickSRNetSmall | TFLITE | float | Qualcomm® SA7255P | 2.359 ms | 0 - 21 MB | NPU
145
- | QuickSRNetSmall | TFLITE | float | Qualcomm® SA8295P | 1.656 ms | 0 - 17 MB | NPU
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- | QuickSRNetSmall | TFLITE | float | Snapdragon® 8 Elite Mobile | 0.457 ms | 0 - 24 MB | NPU
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  | QuickSRNetSmall | TFLITE | float | Snapdragon® 8 Elite Gen 5 Mobile | 0.401 ms | 0 - 21 MB | NPU
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- | QuickSRNetSmall | TFLITE | w8a8 | Snapdragon® 8 Gen 3 Mobile | 0.275 ms | 0 - 28 MB | NPU
149
- | QuickSRNetSmall | TFLITE | w8a8 | Snapdragon® 8 Gen 1 Mobile | 0.464 ms | 1 - 33 MB | NPU
150
- | QuickSRNetSmall | TFLITE | w8a8 | Qualcomm® Dragonwing™ QCS6490 | 1.082 ms | 0 - 2 MB | NPU
151
- | QuickSRNetSmall | TFLITE | w8a8 | Qualcomm® Dragonwing™ IQ-8275 | 0.434 ms | 0 - 3 MB | NPU
152
- | QuickSRNetSmall | TFLITE | w8a8 | Qualcomm® Dragonwing™ IQ-8275 | 0.898 ms | 0 - 20 MB | NPU
153
- | QuickSRNetSmall | TFLITE | w8a8 | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 0.409 ms | 0 - 35 MB | NPU
154
- | QuickSRNetSmall | TFLITE | w8a8 | Qualcomm® SA8775P | 0.607 ms | 0 - 21 MB | NPU
155
- | QuickSRNetSmall | TFLITE | w8a8 | Qualcomm® SA8650P | 0.607 ms | 0 - 21 MB | NPU
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- | QuickSRNetSmall | TFLITE | w8a8 | Qualcomm® SA8255P | 0.607 ms | 0 - 21 MB | NPU
157
- | QuickSRNetSmall | TFLITE | w8a8 | Qualcomm® QCS8450 | 0.464 ms | 1 - 33 MB | NPU
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- | QuickSRNetSmall | TFLITE | w8a8 | Qualcomm® Dragonwing™ IQ-9075 | 0.537 ms | 0 - 3 MB | NPU
159
  | QuickSRNetSmall | TFLITE | w8a8 | Qualcomm® Dragonwing™ Q-6690 | 1.503 ms | 0 - 16 MB | NPU
160
- | QuickSRNetSmall | TFLITE | w8a8 | Qualcomm® Dragonwing™ Q-7790 | 0.421 ms | 0 - 17 MB | NPU
161
- | QuickSRNetSmall | TFLITE | w8a8 | Qualcomm® Dragonwing™ Q-8750 | 0.214 ms | 0 - 19 MB | NPU
162
- | QuickSRNetSmall | TFLITE | w8a8 | Qualcomm® SA7255P | 0.898 ms | 0 - 20 MB | NPU
163
- | QuickSRNetSmall | TFLITE | w8a8 | Qualcomm® SA8295P | 0.8 ms | 0 - 17 MB | NPU
164
- | QuickSRNetSmall | TFLITE | w8a8 | Snapdragon® 8 Elite Mobile | 0.214 ms | 0 - 19 MB | NPU
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- | QuickSRNetSmall | TFLITE | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 0.178 ms | 0 - 21 MB | NPU
166
- | QuickSRNetSmall | TFLITE | w8a8 | Snapdragon® 7 Gen 4 Mobile | 0.421 ms | 0 - 17 MB | NPU
167
 
168
  ## License
169
  * The license for the original implementation of QuickSRNetSmall can be found
 
14
  QuickSRNet Small is designed for upscaling images on mobile platforms to sharpen in real-time.
15
 
16
  This is based on the implementation of QuickSRNetSmall found [here](https://github.com/quic/aimet-model-zoo/tree/develop/aimet_zoo_torch/quicksrnet).
17
+ This repository contains pre-exported model files optimized for Qualcomm® devices. You can use the [Qualcomm® AI Hub Models](https://github.com/qualcomm/ai-hub-models/blob/v0.62.0/src/qai_hub_models/models/quicksrnetsmall) library to export with custom configurations. More details on model performance across various devices, can be found [here](#performance-summary).
18
 
19
  Qualcomm AI Hub Models uses [Qualcomm AI Hub Workbench](https://workbench.aihub.qualcomm.com) to compile, profile, and evaluate this model. [Sign up](https://myaccount.qualcomm.com/signup) to run these models on a hosted Qualcomm® device.
20
 
 
27
 
28
  | Runtime | Precision | Chipset | SDK Versions | Download |
29
  |---|---|---|---|---|
30
+ | ONNX | float | Universal | QAIRT 2.45, ONNX Runtime 1.27.1 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/quicksrnetsmall/releases/v0.62.0/quicksrnetsmall-onnx-float.zip)
31
+ | ONNX | w8a8 | Universal | QAIRT 2.45, ONNX Runtime 1.27.1 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/quicksrnetsmall/releases/v0.62.0/quicksrnetsmall-onnx-w8a8.zip)
32
+ | QNN_DLC | float | Universal | QAIRT 2.45 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/quicksrnetsmall/releases/v0.62.0/quicksrnetsmall-qnn_dlc-float.zip)
33
+ | QNN_DLC | w8a8 | Universal | QAIRT 2.45 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/quicksrnetsmall/releases/v0.62.0/quicksrnetsmall-qnn_dlc-w8a8.zip)
34
+ | TFLITE | float | Universal | QAIRT 2.45 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/quicksrnetsmall/releases/v0.62.0/quicksrnetsmall-tflite-float.zip)
35
+ | TFLITE | w8a8 | Universal | QAIRT 2.45 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/quicksrnetsmall/releases/v0.62.0/quicksrnetsmall-tflite-w8a8.zip)
36
 
37
  For more device-specific assets and performance metrics, visit **[QuickSRNetSmall on Qualcomm® AI Hub](https://aihub.qualcomm.com/models/quicksrnetsmall)**.
38
 
39
 
40
  ### Option 2: Export with Custom Configurations
41
 
42
+ Use the [Qualcomm® AI Hub Models](https://github.com/qualcomm/ai-hub-models/blob/v0.62.0/src/qai_hub_models/models/quicksrnetsmall) Python library to compile and export the model with your own:
43
  - Custom weights (e.g., fine-tuned checkpoints)
44
  - Custom input shapes
45
  - Target device and runtime configurations
46
 
47
  This option is ideal if you need to customize the model beyond the default configuration provided here.
48
 
49
+ See our repository for [QuickSRNetSmall on GitHub](https://github.com/qualcomm/ai-hub-models/blob/v0.62.0/src/qai_hub_models/models/quicksrnetsmall) for usage instructions.
50
 
51
  ## Model Details
52
 
 
62
  ## Performance Summary
63
  | Model | Runtime | Precision | Chipset | Inference Time (ms) | Peak Memory Range (MB) | Primary Compute Unit
64
  |---|---|---|---|---|---|---
65
+ | QuickSRNetSmall | ONNX | float | Snapdragon® X2 Elite | 0.406 ms | 8 - 8 MB | NPU
66
+ | QuickSRNetSmall | ONNX | float | Snapdragon® X Elite | 0.849 ms | 8 - 8 MB | NPU
67
+ | QuickSRNetSmall | ONNX | float | Snapdragon® 8 Gen 3 Mobile | 0.546 ms | 0 - 27 MB | NPU
68
+ | QuickSRNetSmall | ONNX | float | Snapdragon® 8 Gen 1 Mobile | 1.183 ms | 0 - 34 MB | NPU
69
+ | QuickSRNetSmall | ONNX | float | Qualcomm® Dragonwing™ IQ-8275 | 1.101 ms | 6 - 10 MB | NPU
70
+ | QuickSRNetSmall | ONNX | float | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 0.849 ms | 0 - 2 MB | NPU
71
+ | QuickSRNetSmall | ONNX | float | Qualcomm® QCS8450 | 1.183 ms | 0 - 34 MB | NPU
72
+ | QuickSRNetSmall | ONNX | float | Qualcomm® Dragonwing™ IQ-9075 | 1.103 ms | 6 - 9 MB | NPU
73
+ | QuickSRNetSmall | ONNX | float | Qualcomm® Dragonwing™ IQ-X7181 | 0.849 ms | 8 - 8 MB | NPU
74
+ | QuickSRNetSmall | ONNX | float | Qualcomm® Dragonwing™ Q-8750 | 0.435 ms | 0 - 21 MB | NPU
75
+ | QuickSRNetSmall | ONNX | float | Snapdragon® 8 Elite Mobile | 0.435 ms | 0 - 21 MB | NPU
76
+ | QuickSRNetSmall | ONNX | float | Snapdragon® 8 Elite Gen 5 Mobile | 0.386 ms | 0 - 18 MB | NPU
77
+ | QuickSRNetSmall | ONNX | w8a8 | Snapdragon® X2 Elite | 0.204 ms | 3 - 3 MB | NPU
78
+ | QuickSRNetSmall | ONNX | w8a8 | Snapdragon® X Elite | 0.493 ms | 3 - 3 MB | NPU
79
+ | QuickSRNetSmall | ONNX | w8a8 | Snapdragon® 8 Gen 3 Mobile | 0.318 ms | 0 - 28 MB | NPU
80
+ | QuickSRNetSmall | ONNX | w8a8 | Snapdragon® 8 Gen 1 Mobile | 0.562 ms | 0 - 33 MB | NPU
81
+ | QuickSRNetSmall | ONNX | w8a8 | Qualcomm® Dragonwing™ QCS6490 | 2.125 ms | 0 - 3 MB | NPU
82
+ | QuickSRNetSmall | ONNX | w8a8 | Qualcomm® Dragonwing™ IQ-8275 | 0.595 ms | 0 - 4 MB | NPU
83
+ | QuickSRNetSmall | ONNX | w8a8 | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 0.501 ms | 0 - 25 MB | NPU
84
+ | QuickSRNetSmall | ONNX | w8a8 | Qualcomm® QCS8450 | 0.562 ms | 0 - 33 MB | NPU
85
+ | QuickSRNetSmall | ONNX | w8a8 | Qualcomm® Dragonwing™ IQ-9075 | 0.643 ms | 0 - 3 MB | NPU
86
+ | QuickSRNetSmall | ONNX | w8a8 | Qualcomm® Dragonwing™ IQ-X7181 | 0.493 ms | 3 - 3 MB | NPU
87
+ | QuickSRNetSmall | ONNX | w8a8 | Qualcomm® Dragonwing™ Q-6690 | 1.788 ms | 0 - 133 MB | NPU
88
+ | QuickSRNetSmall | ONNX | w8a8 | Qualcomm® Dragonwing™ Q-7790 | 0.506 ms | 0 - 19 MB | NPU
89
+ | QuickSRNetSmall | ONNX | w8a8 | Qualcomm® Dragonwing™ Q-8750 | 0.239 ms | 0 - 22 MB | NPU
90
+ | QuickSRNetSmall | ONNX | w8a8 | Snapdragon® 8 Elite Mobile | 0.239 ms | 0 - 22 MB | NPU
91
+ | QuickSRNetSmall | ONNX | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 0.213 ms | 0 - 19 MB | NPU
92
+ | QuickSRNetSmall | ONNX | w8a8 | Snapdragon® 7 Gen 4 Mobile | 0.506 ms | 0 - 19 MB | NPU
93
+ | QuickSRNetSmall | QNN_DLC | float | Snapdragon® X2 Elite | 0.524 ms | 0 - 0 MB | NPU
94
+ | QuickSRNetSmall | QNN_DLC | float | Snapdragon® X Elite | 0.833 ms | 0 - 0 MB | NPU
95
+ | QuickSRNetSmall | QNN_DLC | float | Snapdragon® 8 Gen 3 Mobile | 0.448 ms | 0 - 28 MB | NPU
96
+ | QuickSRNetSmall | QNN_DLC | float | Snapdragon® 8 Gen 1 Mobile | 1.037 ms | 0 - 34 MB | NPU
97
+ | QuickSRNetSmall | QNN_DLC | float | Qualcomm® Dragonwing™ IQ-8275 | 0.846 ms | 0 - 6 MB | NPU
98
+ | QuickSRNetSmall | QNN_DLC | float | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 0.734 ms | 0 - 1 MB | NPU
99
+ | QuickSRNetSmall | QNN_DLC | float | Qualcomm® SA8775P | 1.067 ms | 0 - 22 MB | NPU
100
+ | QuickSRNetSmall | QNN_DLC | float | Qualcomm® SA8650P | 1.067 ms | 0 - 22 MB | NPU
101
+ | QuickSRNetSmall | QNN_DLC | float | Qualcomm® SA8255P | 1.067 ms | 0 - 22 MB | NPU
102
+ | QuickSRNetSmall | QNN_DLC | float | Qualcomm® QCS8450 | 1.037 ms | 0 - 34 MB | NPU
103
+ | QuickSRNetSmall | QNN_DLC | float | Qualcomm® Dragonwing™ IQ-9075 | 0.962 ms | 0 - 5 MB | NPU
104
+ | QuickSRNetSmall | QNN_DLC | float | Qualcomm® Dragonwing™ IQ-X7181 | 0.833 ms | 0 - 0 MB | NPU
105
+ | QuickSRNetSmall | QNN_DLC | float | Qualcomm® Dragonwing™ Q-8750 | 0.346 ms | 0 - 20 MB | NPU
106
+ | QuickSRNetSmall | QNN_DLC | float | Qualcomm® SA7255P | 1.946 ms | 0 - 21 MB | NPU
107
+ | QuickSRNetSmall | QNN_DLC | float | Qualcomm® SA8295P | 1.389 ms | 0 - 17 MB | NPU
108
+ | QuickSRNetSmall | QNN_DLC | float | Snapdragon® 8 Elite Mobile | 0.346 ms | 0 - 20 MB | NPU
109
+ | QuickSRNetSmall | QNN_DLC | float | Snapdragon® 8 Elite Gen 5 Mobile | 0.33 ms | 0 - 21 MB | NPU
110
+ | QuickSRNetSmall | QNN_DLC | w8a8 | Snapdragon® X2 Elite | 0.231 ms | 0 - 0 MB | NPU
 
111
  | QuickSRNetSmall | QNN_DLC | w8a8 | Snapdragon® X Elite | 0.442 ms | 0 - 0 MB | NPU
112
+ | QuickSRNetSmall | QNN_DLC | w8a8 | Snapdragon® 8 Gen 3 Mobile | 0.222 ms | 0 - 27 MB | NPU
113
+ | QuickSRNetSmall | QNN_DLC | w8a8 | Snapdragon® 8 Gen 1 Mobile | 0.419 ms | 0 - 33 MB | NPU
114
+ | QuickSRNetSmall | QNN_DLC | w8a8 | Qualcomm® Dragonwing™ QCS6490 | 1.299 ms | 0 - 2 MB | NPU
115
+ | QuickSRNetSmall | QNN_DLC | w8a8 | Qualcomm® Dragonwing™ IQ-8275 | 0.417 ms | 0 - 3 MB | NPU
116
+ | QuickSRNetSmall | QNN_DLC | w8a8 | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 0.364 ms | 0 - 34 MB | NPU
117
+ | QuickSRNetSmall | QNN_DLC | w8a8 | Qualcomm® SA8775P | 0.535 ms | 0 - 21 MB | NPU
118
+ | QuickSRNetSmall | QNN_DLC | w8a8 | Qualcomm® SA8650P | 0.535 ms | 0 - 21 MB | NPU
119
+ | QuickSRNetSmall | QNN_DLC | w8a8 | Qualcomm® SA8255P | 0.535 ms | 0 - 21 MB | NPU
120
+ | QuickSRNetSmall | QNN_DLC | w8a8 | Qualcomm® QCS8450 | 0.419 ms | 0 - 33 MB | NPU
 
121
  | QuickSRNetSmall | QNN_DLC | w8a8 | Qualcomm® Dragonwing™ IQ-9075 | 0.478 ms | 0 - 2 MB | NPU
122
  | QuickSRNetSmall | QNN_DLC | w8a8 | Qualcomm® Dragonwing™ IQ-X7181 | 0.442 ms | 0 - 0 MB | NPU
123
+ | QuickSRNetSmall | QNN_DLC | w8a8 | Qualcomm® Dragonwing™ Q-6690 | 1.273 ms | 0 - 16 MB | NPU
124
+ | QuickSRNetSmall | QNN_DLC | w8a8 | Qualcomm® Dragonwing™ Q-7790 | 0.37 ms | 0 - 18 MB | NPU
125
+ | QuickSRNetSmall | QNN_DLC | w8a8 | Qualcomm® Dragonwing™ Q-8750 | 0.191 ms | 0 - 20 MB | NPU
126
+ | QuickSRNetSmall | QNN_DLC | w8a8 | Qualcomm® SA7255P | 0.832 ms | 0 - 19 MB | NPU
127
+ | QuickSRNetSmall | QNN_DLC | w8a8 | Qualcomm® SA8295P | 0.732 ms | 0 - 17 MB | NPU
128
+ | QuickSRNetSmall | QNN_DLC | w8a8 | Snapdragon® 8 Elite Mobile | 0.191 ms | 0 - 20 MB | NPU
129
+ | QuickSRNetSmall | QNN_DLC | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 0.165 ms | 0 - 20 MB | NPU
130
+ | QuickSRNetSmall | QNN_DLC | w8a8 | Snapdragon® 7 Gen 4 Mobile | 0.37 ms | 0 - 18 MB | NPU
131
+ | QuickSRNetSmall | TFLITE | float | Snapdragon® 8 Gen 3 Mobile | 0.611 ms | 0 - 28 MB | NPU
132
+ | QuickSRNetSmall | TFLITE | float | Snapdragon® 8 Gen 1 Mobile | 1.308 ms | 0 - 33 MB | NPU
133
  | QuickSRNetSmall | TFLITE | float | Qualcomm® Dragonwing™ IQ-8275 | 1.126 ms | 0 - 6 MB | NPU
134
+ | QuickSRNetSmall | TFLITE | float | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 0.998 ms | 0 - 23 MB | NPU
135
+ | QuickSRNetSmall | TFLITE | float | Qualcomm® SA8775P | 1.408 ms | 0 - 21 MB | NPU
136
+ | QuickSRNetSmall | TFLITE | float | Qualcomm® SA8650P | 1.408 ms | 0 - 21 MB | NPU
137
+ | QuickSRNetSmall | TFLITE | float | Qualcomm® SA8255P | 1.408 ms | 0 - 21 MB | NPU
138
+ | QuickSRNetSmall | TFLITE | float | Qualcomm® QCS8450 | 1.308 ms | 0 - 33 MB | NPU
139
+ | QuickSRNetSmall | TFLITE | float | Qualcomm® Dragonwing™ IQ-9075 | 1.273 ms | 3 - 8 MB | NPU
140
+ | QuickSRNetSmall | TFLITE | float | Qualcomm® Dragonwing™ Q-8750 | 0.457 ms | 0 - 20 MB | NPU
141
+ | QuickSRNetSmall | TFLITE | float | Qualcomm® SA7255P | 2.364 ms | 0 - 21 MB | NPU
142
+ | QuickSRNetSmall | TFLITE | float | Qualcomm® SA8295P | 1.691 ms | 0 - 17 MB | NPU
143
+ | QuickSRNetSmall | TFLITE | float | Snapdragon® 8 Elite Mobile | 0.457 ms | 0 - 20 MB | NPU
 
144
  | QuickSRNetSmall | TFLITE | float | Snapdragon® 8 Elite Gen 5 Mobile | 0.401 ms | 0 - 21 MB | NPU
145
+ | QuickSRNetSmall | TFLITE | w8a8 | Snapdragon® 8 Gen 3 Mobile | 0.274 ms | 0 - 27 MB | NPU
146
+ | QuickSRNetSmall | TFLITE | w8a8 | Snapdragon® 8 Gen 1 Mobile | 0.47 ms | 0 - 32 MB | NPU
147
+ | QuickSRNetSmall | TFLITE | w8a8 | Qualcomm® Dragonwing™ QCS6490 | 1.075 ms | 0 - 2 MB | NPU
148
+ | QuickSRNetSmall | TFLITE | w8a8 | Qualcomm® Dragonwing™ IQ-8275 | 0.437 ms | 0 - 3 MB | NPU
149
+ | QuickSRNetSmall | TFLITE | w8a8 | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 0.412 ms | 0 - 2 MB | NPU
150
+ | QuickSRNetSmall | TFLITE | w8a8 | Qualcomm® SA8775P | 0.605 ms | 0 - 21 MB | NPU
151
+ | QuickSRNetSmall | TFLITE | w8a8 | Qualcomm® SA8650P | 0.605 ms | 0 - 21 MB | NPU
152
+ | QuickSRNetSmall | TFLITE | w8a8 | Qualcomm® SA8255P | 0.605 ms | 0 - 21 MB | NPU
153
+ | QuickSRNetSmall | TFLITE | w8a8 | Qualcomm® QCS8450 | 0.47 ms | 0 - 32 MB | NPU
154
+ | QuickSRNetSmall | TFLITE | w8a8 | Qualcomm® Dragonwing™ IQ-9075 | 0.556 ms | 0 - 3 MB | NPU
 
155
  | QuickSRNetSmall | TFLITE | w8a8 | Qualcomm® Dragonwing™ Q-6690 | 1.503 ms | 0 - 16 MB | NPU
156
+ | QuickSRNetSmall | TFLITE | w8a8 | Qualcomm® Dragonwing™ Q-7790 | 0.424 ms | 0 - 17 MB | NPU
157
+ | QuickSRNetSmall | TFLITE | w8a8 | Qualcomm® Dragonwing™ Q-8750 | 0.232 ms | 0 - 25 MB | NPU
158
+ | QuickSRNetSmall | TFLITE | w8a8 | Qualcomm® SA7255P | 0.905 ms | 0 - 20 MB | NPU
159
+ | QuickSRNetSmall | TFLITE | w8a8 | Qualcomm® SA8295P | 0.801 ms | 0 - 17 MB | NPU
160
+ | QuickSRNetSmall | TFLITE | w8a8 | Snapdragon® 8 Elite Mobile | 0.232 ms | 0 - 25 MB | NPU
161
+ | QuickSRNetSmall | TFLITE | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 0.179 ms | 0 - 22 MB | NPU
162
+ | QuickSRNetSmall | TFLITE | w8a8 | Snapdragon® 7 Gen 4 Mobile | 0.424 ms | 0 - 17 MB | NPU
163
 
164
  ## License
165
  * The license for the original implementation of QuickSRNetSmall can be found
release_assets.json CHANGED
@@ -1,5 +1,5 @@
1
  {
2
- "version": "0.61.0",
3
  "precisions": {
4
  "float": {
5
  "universal_assets": {
@@ -8,19 +8,19 @@
8
  "qairt": "2.45.0.260326154327",
9
  "onnx_runtime": "1.27.1"
10
  },
11
- "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/quicksrnetsmall/releases/v0.61.0/quicksrnetsmall-onnx-float.zip"
12
  },
13
  "qnn_dlc": {
14
  "tool_versions": {
15
  "qairt": "2.45.0.260326154327"
16
  },
17
- "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/quicksrnetsmall/releases/v0.61.0/quicksrnetsmall-qnn_dlc-float.zip"
18
  },
19
  "tflite": {
20
  "tool_versions": {
21
  "qairt": "2.45.0.260326154327"
22
  },
23
- "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/quicksrnetsmall/releases/v0.61.0/quicksrnetsmall-tflite-float.zip"
24
  }
25
  }
26
  },
@@ -31,19 +31,19 @@
31
  "qairt": "2.45.0.260326154327",
32
  "onnx_runtime": "1.27.1"
33
  },
34
- "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/quicksrnetsmall/releases/v0.61.0/quicksrnetsmall-onnx-w8a8.zip"
35
  },
36
  "qnn_dlc": {
37
  "tool_versions": {
38
  "qairt": "2.45.0.260326154327"
39
  },
40
- "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/quicksrnetsmall/releases/v0.61.0/quicksrnetsmall-qnn_dlc-w8a8.zip"
41
  },
42
  "tflite": {
43
  "tool_versions": {
44
  "qairt": "2.45.0.260326154327"
45
  },
46
- "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/quicksrnetsmall/releases/v0.61.0/quicksrnetsmall-tflite-w8a8.zip"
47
  }
48
  }
49
  }
 
1
  {
2
+ "version": "0.62.0",
3
  "precisions": {
4
  "float": {
5
  "universal_assets": {
 
8
  "qairt": "2.45.0.260326154327",
9
  "onnx_runtime": "1.27.1"
10
  },
11
+ "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/quicksrnetsmall/releases/v0.62.0/quicksrnetsmall-onnx-float.zip"
12
  },
13
  "qnn_dlc": {
14
  "tool_versions": {
15
  "qairt": "2.45.0.260326154327"
16
  },
17
+ "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/quicksrnetsmall/releases/v0.62.0/quicksrnetsmall-qnn_dlc-float.zip"
18
  },
19
  "tflite": {
20
  "tool_versions": {
21
  "qairt": "2.45.0.260326154327"
22
  },
23
+ "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/quicksrnetsmall/releases/v0.62.0/quicksrnetsmall-tflite-float.zip"
24
  }
25
  }
26
  },
 
31
  "qairt": "2.45.0.260326154327",
32
  "onnx_runtime": "1.27.1"
33
  },
34
+ "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/quicksrnetsmall/releases/v0.62.0/quicksrnetsmall-onnx-w8a8.zip"
35
  },
36
  "qnn_dlc": {
37
  "tool_versions": {
38
  "qairt": "2.45.0.260326154327"
39
  },
40
+ "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/quicksrnetsmall/releases/v0.62.0/quicksrnetsmall-qnn_dlc-w8a8.zip"
41
  },
42
  "tflite": {
43
  "tool_versions": {
44
  "qairt": "2.45.0.260326154327"
45
  },
46
+ "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/quicksrnetsmall/releases/v0.62.0/quicksrnetsmall-tflite-w8a8.zip"
47
  }
48
  }
49
  }