Hugging Face's logo

qualcomm
/
QuickSRNetMedium

Image-to-Image
PyTorch
android
Model card Files
xet
 Community
qaihm-bot commited on
Commit
3cf0b33
·
verified ·
1 Parent(s): 00cad99

v0.62.0

Browse files

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

Files changed (2) hide show
  1. README.md +102 -107
  2. release_assets.json +7 -7
README.md CHANGED
@@ -14,7 +14,7 @@ pipeline_tag: image-to-image
14
  QuickSRNet Medium is designed for upscaling images on mobile platforms to sharpen in real-time.
15
 
16
  This is based on the implementation of QuickSRNetMedium 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/v0.61.0/src/qai_hub_models/models/quicksrnetmedium) 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
 
@@ -27,26 +27,26 @@ Below are pre-exported model assets ready for deployment.
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/quicksrnetmedium/releases/v0.61.0/quicksrnetmedium-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/quicksrnetmedium/releases/v0.61.0/quicksrnetmedium-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/quicksrnetmedium/releases/v0.61.0/quicksrnetmedium-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/quicksrnetmedium/releases/v0.61.0/quicksrnetmedium-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/quicksrnetmedium/releases/v0.61.0/quicksrnetmedium-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/quicksrnetmedium/releases/v0.61.0/quicksrnetmedium-tflite-w8a8.zip)
36
 
37
  For more device-specific assets and performance metrics, visit **[QuickSRNetMedium on Qualcomm® AI Hub](https://aihub.qualcomm.com/models/quicksrnetmedium)**.
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/quicksrnetmedium) 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 [QuickSRNetMedium on GitHub](https://github.com/qualcomm/ai-hub-models/blob/v0.61.0/src/qai_hub_models/models/quicksrnetmedium) for usage instructions.
50
 
51
  ## Model Details
52
 
@@ -62,108 +62,103 @@ See our repository for [QuickSRNetMedium on GitHub](https://github.com/qualcomm/
62
  ## Performance Summary
63
  | Model | Runtime | Precision | Chipset | Inference Time (ms) | Peak Memory Range (MB) | Primary Compute Unit
64
  |---|---|---|---|---|---|---
65
- | QuickSRNetMedium | ONNX | float | Snapdragon® X2 Elite | 0.429 ms | 8 - 8 MB | NPU
66
- | QuickSRNetMedium | ONNX | float | Snapdragon® X Elite | 0.933 ms | 8 - 8 MB | NPU
67
- | QuickSRNetMedium | ONNX | float | Snapdragon® 8 Gen 3 Mobile | 0.595 ms | 0 - 28 MB | NPU
68
- | QuickSRNetMedium | ONNX | float | Snapdragon® 8 Gen 1 Mobile | 1.36 ms | 0 - 36 MB | NPU
69
- | QuickSRNetMedium | ONNX | float | Qualcomm® Dragonwing™ IQ-8275 | 1.25 ms | 0 - 4 MB | NPU
70
- | QuickSRNetMedium | ONNX | float | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 0.985 ms | 0 - 2 MB | NPU
71
- | QuickSRNetMedium | ONNX | float | Qualcomm® QCS8450 | 1.36 ms | 0 - 36 MB | NPU
72
- | QuickSRNetMedium | ONNX | float | Qualcomm® Dragonwing™ IQ-9075 | 1.196 ms | 6 - 9 MB | NPU
73
- | QuickSRNetMedium | ONNX | float | Qualcomm® Dragonwing™ IQ-X7181 | 0.933 ms | 8 - 8 MB | NPU
74
- | QuickSRNetMedium | ONNX | float | Qualcomm® Dragonwing™ Q-8750 | 0.5 ms | 0 - 19 MB | NPU
75
- | QuickSRNetMedium | ONNX | float | Snapdragon® 8 Elite Mobile | 0.5 ms | 0 - 19 MB | NPU
76
- | QuickSRNetMedium | ONNX | float | Snapdragon® 8 Elite Gen 5 Mobile | 0.44 ms | 0 - 19 MB | NPU
77
- | QuickSRNetMedium | ONNX | w8a8 | Snapdragon® X2 Elite | 0.206 ms | 3 - 3 MB | NPU
78
  | QuickSRNetMedium | ONNX | w8a8 | Snapdragon® X Elite | 0.491 ms | 3 - 3 MB | NPU
79
- | QuickSRNetMedium | ONNX | w8a8 | Snapdragon® 8 Gen 3 Mobile | 0.319 ms | 0 - 30 MB | NPU
80
- | QuickSRNetMedium | ONNX | w8a8 | Snapdragon® 8 Gen 1 Mobile | 0.615 ms | 0 - 35 MB | NPU
81
- | QuickSRNetMedium | ONNX | w8a8 | Qualcomm® Dragonwing™ QCS6490 | 1.809 ms | 0 - 3 MB | NPU
82
- | QuickSRNetMedium | ONNX | w8a8 | Qualcomm® Dragonwing™ IQ-8275 | 0.596 ms | 0 - 3 MB | NPU
83
- | QuickSRNetMedium | ONNX | w8a8 | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 0.506 ms | 0 - 2 MB | NPU
84
- | QuickSRNetMedium | ONNX | w8a8 | Qualcomm® QCS8450 | 0.615 ms | 0 - 35 MB | NPU
85
- | QuickSRNetMedium | ONNX | w8a8 | Qualcomm® Dragonwing™ IQ-9075 | 0.652 ms | 0 - 3 MB | NPU
86
  | QuickSRNetMedium | ONNX | w8a8 | Qualcomm® Dragonwing™ IQ-X7181 | 0.491 ms | 3 - 3 MB | NPU
87
- | QuickSRNetMedium | ONNX | w8a8 | Qualcomm® Dragonwing™ Q-6690 | 2.166 ms | 0 - 133 MB | NPU
88
- | QuickSRNetMedium | ONNX | w8a8 | Qualcomm® Dragonwing™ Q-7790 | 0.529 ms | 0 - 19 MB | NPU
89
- | QuickSRNetMedium | ONNX | w8a8 | Qualcomm® Dragonwing™ Q-8750 | 0.238 ms | 0 - 24 MB | NPU
90
- | QuickSRNetMedium | ONNX | w8a8 | Snapdragon® 8 Elite Mobile | 0.238 ms | 0 - 24 MB | NPU
91
- | QuickSRNetMedium | ONNX | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 0.223 ms | 0 - 19 MB | NPU
92
- | QuickSRNetMedium | ONNX | w8a8 | Snapdragon® 7 Gen 4 Mobile | 0.529 ms | 0 - 19 MB | NPU
93
- | QuickSRNetMedium | QNN_DLC | float | Snapdragon® X2 Elite | 0.467 ms | 0 - 0 MB | NPU
94
- | QuickSRNetMedium | QNN_DLC | float | Snapdragon® X Elite | 0.871 ms | 0 - 0 MB | NPU
95
- | QuickSRNetMedium | QNN_DLC | float | Snapdragon® 8 Gen 3 Mobile | 0.521 ms | 0 - 29 MB | NPU
96
- | QuickSRNetMedium | QNN_DLC | float | Snapdragon® 8 Gen 1 Mobile | 1.142 ms | 0 - 37 MB | NPU
97
- | QuickSRNetMedium | QNN_DLC | float | Qualcomm® Dragonwing™ IQ-8275 | 1.022 ms | 0 - 6 MB | NPU
98
- | QuickSRNetMedium | QNN_DLC | float | Qualcomm® Dragonwing™ IQ-8275 | 2.49 ms | 0 - 21 MB | NPU
99
- | QuickSRNetMedium | QNN_DLC | float | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 0.779 ms | 0 - 2 MB | NPU
100
- | QuickSRNetMedium | QNN_DLC | float | Qualcomm® SA8775P | 1.192 ms | 0 - 22 MB | NPU
101
- | QuickSRNetMedium | QNN_DLC | float | Qualcomm® SA8650P | 1.192 ms | 0 - 22 MB | NPU
102
- | QuickSRNetMedium | QNN_DLC | float | Qualcomm® SA8255P | 1.192 ms | 0 - 22 MB | NPU
103
- | QuickSRNetMedium | QNN_DLC | float | Qualcomm® QCS8450 | 1.142 ms | 0 - 37 MB | NPU
104
- | QuickSRNetMedium | QNN_DLC | float | Qualcomm® Dragonwing™ IQ-9075 | 1.116 ms | 0 - 5 MB | NPU
105
- | QuickSRNetMedium | QNN_DLC | float | Qualcomm® Dragonwing™ IQ-X7181 | 0.871 ms | 0 - 0 MB | NPU
106
- | QuickSRNetMedium | QNN_DLC | float | Qualcomm® Dragonwing™ Q-8750 | 0.378 ms | 0 - 25 MB | NPU
107
- | QuickSRNetMedium | QNN_DLC | float | Qualcomm® SA7255P | 2.49 ms | 0 - 21 MB | NPU
108
- | QuickSRNetMedium | QNN_DLC | float | Qualcomm® SA8295P | 1.568 ms | 0 - 18 MB | NPU
109
- | QuickSRNetMedium | QNN_DLC | float | Snapdragon® 8 Elite Mobile | 0.378 ms | 0 - 25 MB | NPU
110
- | QuickSRNetMedium | QNN_DLC | float | Snapdragon® 8 Elite Gen 5 Mobile | 0.374 ms | 0 - 22 MB | NPU
111
- | QuickSRNetMedium | QNN_DLC | w8a8 | Snapdragon® X2 Elite | 0.254 ms | 0 - 0 MB | NPU
112
- | QuickSRNetMedium | QNN_DLC | w8a8 | Snapdragon® X Elite | 0.465 ms | 0 - 0 MB | NPU
113
- | QuickSRNetMedium | QNN_DLC | w8a8 | Snapdragon® 8 Gen 3 Mobile | 0.228 ms | 0 - 28 MB | NPU
114
- | QuickSRNetMedium | QNN_DLC | w8a8 | Snapdragon® 8 Gen 1 Mobile | 0.452 ms | 0 - 34 MB | NPU
115
- | QuickSRNetMedium | QNN_DLC | w8a8 | Qualcomm® Dragonwing™ QCS6490 | 1.424 ms | 0 - 2 MB | NPU
116
- | QuickSRNetMedium | QNN_DLC | w8a8 | Qualcomm® Dragonwing™ IQ-8275 | 0.435 ms | 0 - 3 MB | NPU
117
- | QuickSRNetMedium | QNN_DLC | w8a8 | Qualcomm® Dragonwing™ IQ-8275 | 0.92 ms | 0 - 20 MB | NPU
118
- | QuickSRNetMedium | QNN_DLC | w8a8 | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 0.348 ms | 0 - 2 MB | NPU
119
- | QuickSRNetMedium | QNN_DLC | w8a8 | Qualcomm® SA8775P | 0.542 ms | 0 - 21 MB | NPU
120
- | QuickSRNetMedium | QNN_DLC | w8a8 | Qualcomm® SA8650P | 0.542 ms | 0 - 21 MB | NPU
121
- | QuickSRNetMedium | QNN_DLC | w8a8 | Qualcomm® SA8255P | 0.542 ms | 0 - 21 MB | NPU
122
- | QuickSRNetMedium | QNN_DLC | w8a8 | Qualcomm® QCS8450 | 0.452 ms | 0 - 34 MB | NPU
123
- | QuickSRNetMedium | QNN_DLC | w8a8 | Qualcomm® Dragonwing™ IQ-9075 | 0.479 ms | 0 - 2 MB | NPU
124
- | QuickSRNetMedium | QNN_DLC | w8a8 | Qualcomm® Dragonwing™ IQ-X7181 | 0.465 ms | 0 - 0 MB | NPU
125
- | QuickSRNetMedium | QNN_DLC | w8a8 | Qualcomm® Dragonwing™ Q-6690 | 1.744 ms | 0 - 17 MB | NPU
126
- | QuickSRNetMedium | QNN_DLC | w8a8 | Qualcomm® Dragonwing™ Q-7790 | 0.393 ms | 0 - 19 MB | NPU
127
- | QuickSRNetMedium | QNN_DLC | w8a8 | Qualcomm® Dragonwing™ Q-8750 | 0.209 ms | 0 - 25 MB | NPU
128
- | QuickSRNetMedium | QNN_DLC | w8a8 | Qualcomm® SA7255P | 0.92 ms | 0 - 20 MB | NPU
129
- | QuickSRNetMedium | QNN_DLC | w8a8 | Qualcomm® SA8295P | 0.758 ms | 0 - 18 MB | NPU
130
- | QuickSRNetMedium | QNN_DLC | w8a8 | Snapdragon® 8 Elite Mobile | 0.209 ms | 0 - 25 MB | NPU
131
- | QuickSRNetMedium | QNN_DLC | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 0.17 ms | 0 - 22 MB | NPU
132
- | QuickSRNetMedium | QNN_DLC | w8a8 | Snapdragon® 7 Gen 4 Mobile | 0.393 ms | 0 - 19 MB | NPU
133
  | QuickSRNetMedium | TFLITE | float | Snapdragon® 8 Gen 3 Mobile | 0.667 ms | 0 - 30 MB | NPU
134
- | QuickSRNetMedium | TFLITE | float | Snapdragon® 8 Gen 1 Mobile | 1.474 ms | 0 - 35 MB | NPU
135
- | QuickSRNetMedium | TFLITE | float | Qualcomm® Dragonwing™ IQ-8275 | 1.311 ms | 0 - 6 MB | NPU
136
- | QuickSRNetMedium | TFLITE | float | Qualcomm® Dragonwing™ IQ-8275 | 3.103 ms | 0 - 21 MB | NPU
137
- | QuickSRNetMedium | TFLITE | float | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 1.084 ms | 0 - 1 MB | NPU
138
- | QuickSRNetMedium | TFLITE | float | Qualcomm® SA8775P | 1.557 ms | 0 - 23 MB | NPU
139
- | QuickSRNetMedium | TFLITE | float | Qualcomm® SA8650P | 1.557 ms | 0 - 23 MB | NPU
140
- | QuickSRNetMedium | TFLITE | float | Qualcomm® SA8255P | 1.557 ms | 0 - 23 MB | NPU
141
- | QuickSRNetMedium | TFLITE | float | Qualcomm® QCS8450 | 1.474 ms | 0 - 35 MB | NPU
142
- | QuickSRNetMedium | TFLITE | float | Qualcomm® Dragonwing™ IQ-9075 | 1.431 ms | 3 - 8 MB | NPU
143
- | QuickSRNetMedium | TFLITE | float | Qualcomm® Dragonwing™ Q-8750 | 0.504 ms | 0 - 26 MB | NPU
144
- | QuickSRNetMedium | TFLITE | float | Qualcomm® SA7255P | 3.103 ms | 0 - 21 MB | NPU
145
- | QuickSRNetMedium | TFLITE | float | Qualcomm® SA8295P | 1.826 ms | 0 - 18 MB | NPU
146
- | QuickSRNetMedium | TFLITE | float | Snapdragon® 8 Elite Mobile | 0.504 ms | 0 - 26 MB | NPU
147
- | QuickSRNetMedium | TFLITE | float | Snapdragon® 8 Elite Gen 5 Mobile | 0.424 ms | 0 - 22 MB | NPU
148
- | QuickSRNetMedium | TFLITE | w8a8 | Snapdragon® 8 Gen 3 Mobile | 0.282 ms | 0 - 29 MB | NPU
149
- | QuickSRNetMedium | TFLITE | w8a8 | Snapdragon® 8 Gen 1 Mobile | 0.512 ms | 0 - 34 MB | NPU
150
- | QuickSRNetMedium | TFLITE | w8a8 | Qualcomm® Dragonwing™ QCS6490 | 1.157 ms | 0 - 3 MB | NPU
151
- | QuickSRNetMedium | TFLITE | w8a8 | Qualcomm® Dragonwing™ IQ-8275 | 0.477 ms | 0 - 3 MB | NPU
152
- | QuickSRNetMedium | TFLITE | w8a8 | Qualcomm® Dragonwing™ IQ-8275 | 0.983 ms | 0 - 21 MB | NPU
153
- | QuickSRNetMedium | TFLITE | w8a8 | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 0.459 ms | 0 - 1 MB | NPU
154
- | QuickSRNetMedium | TFLITE | w8a8 | Qualcomm® SA8775P | 0.649 ms | 0 - 21 MB | NPU
155
- | QuickSRNetMedium | TFLITE | w8a8 | Qualcomm® SA8650P | 0.649 ms | 0 - 21 MB | NPU
156
- | QuickSRNetMedium | TFLITE | w8a8 | Qualcomm® SA8255P | 0.649 ms | 0 - 21 MB | NPU
157
- | QuickSRNetMedium | TFLITE | w8a8 | Qualcomm® QCS8450 | 0.512 ms | 0 - 34 MB | NPU
158
  | QuickSRNetMedium | TFLITE | w8a8 | Qualcomm® Dragonwing™ IQ-9075 | 0.579 ms | 0 - 3 MB | NPU
159
- | QuickSRNetMedium | TFLITE | w8a8 | Qualcomm® Dragonwing™ Q-6690 | 1.935 ms | 0 - 17 MB | NPU
160
- | QuickSRNetMedium | TFLITE | w8a8 | Qualcomm® Dragonwing™ Q-7790 | 0.476 ms | 0 - 19 MB | NPU
161
- | QuickSRNetMedium | TFLITE | w8a8 | Qualcomm® Dragonwing™ Q-8750 | 0.229 ms | 0 - 27 MB | NPU
162
- | QuickSRNetMedium | TFLITE | w8a8 | Qualcomm® SA7255P | 0.983 ms | 0 - 21 MB | NPU
163
- | QuickSRNetMedium | TFLITE | w8a8 | Qualcomm® SA8295P | 0.853 ms | 0 - 18 MB | NPU
164
- | QuickSRNetMedium | TFLITE | w8a8 | Snapdragon® 8 Elite Mobile | 0.229 ms | 0 - 27 MB | NPU
165
- | QuickSRNetMedium | TFLITE | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 0.19 ms | 0 - 22 MB | NPU
166
- | QuickSRNetMedium | TFLITE | w8a8 | Snapdragon® 7 Gen 4 Mobile | 0.476 ms | 0 - 19 MB | NPU
167
 
168
  ## License
169
  * The license for the original implementation of QuickSRNetMedium can be found
 
14
  QuickSRNet Medium is designed for upscaling images on mobile platforms to sharpen in real-time.
15
 
16
  This is based on the implementation of QuickSRNetMedium 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/quicksrnetmedium) 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/quicksrnetmedium/releases/v0.62.0/quicksrnetmedium-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/quicksrnetmedium/releases/v0.62.0/quicksrnetmedium-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/quicksrnetmedium/releases/v0.62.0/quicksrnetmedium-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/quicksrnetmedium/releases/v0.62.0/quicksrnetmedium-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/quicksrnetmedium/releases/v0.62.0/quicksrnetmedium-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/quicksrnetmedium/releases/v0.62.0/quicksrnetmedium-tflite-w8a8.zip)
36
 
37
  For more device-specific assets and performance metrics, visit **[QuickSRNetMedium on Qualcomm® AI Hub](https://aihub.qualcomm.com/models/quicksrnetmedium)**.
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/quicksrnetmedium) 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 [QuickSRNetMedium on GitHub](https://github.com/qualcomm/ai-hub-models/blob/v0.62.0/src/qai_hub_models/models/quicksrnetmedium) 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
+ | QuickSRNetMedium | ONNX | float | Snapdragon® X2 Elite | 0.438 ms | 9 - 9 MB | NPU
66
+ | QuickSRNetMedium | ONNX | float | Snapdragon® X Elite | 0.901 ms | 8 - 8 MB | NPU
67
+ | QuickSRNetMedium | ONNX | float | Snapdragon® 8 Gen 3 Mobile | 0.597 ms | 0 - 30 MB | NPU
68
+ | QuickSRNetMedium | ONNX | float | Snapdragon® 8 Gen 1 Mobile | 1.401 ms | 0 - 36 MB | NPU
69
+ | QuickSRNetMedium | ONNX | float | Qualcomm® Dragonwing™ IQ-8275 | 1.243 ms | 0 - 4 MB | NPU
70
+ | QuickSRNetMedium | ONNX | float | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 0.919 ms | 0 - 2 MB | NPU
71
+ | QuickSRNetMedium | ONNX | float | Qualcomm® QCS8450 | 1.401 ms | 0 - 36 MB | NPU
72
+ | QuickSRNetMedium | ONNX | float | Qualcomm® Dragonwing™ IQ-9075 | 1.21 ms | 7 - 10 MB | NPU
73
+ | QuickSRNetMedium | ONNX | float | Qualcomm® Dragonwing™ IQ-X7181 | 0.901 ms | 8 - 8 MB | NPU
74
+ | QuickSRNetMedium | ONNX | float | Qualcomm® Dragonwing™ Q-8750 | 0.504 ms | 0 - 19 MB | NPU
75
+ | QuickSRNetMedium | ONNX | float | Snapdragon® 8 Elite Mobile | 0.504 ms | 0 - 19 MB | NPU
76
+ | QuickSRNetMedium | ONNX | float | Snapdragon® 8 Elite Gen 5 Mobile | 0.431 ms | 0 - 20 MB | NPU
77
+ | QuickSRNetMedium | ONNX | w8a8 | Snapdragon® X2 Elite | 0.225 ms | 3 - 3 MB | NPU
78
  | QuickSRNetMedium | ONNX | w8a8 | Snapdragon® X Elite | 0.491 ms | 3 - 3 MB | NPU
79
+ | QuickSRNetMedium | ONNX | w8a8 | Snapdragon® 8 Gen 3 Mobile | 0.323 ms | 0 - 31 MB | NPU
80
+ | QuickSRNetMedium | ONNX | w8a8 | Snapdragon® 8 Gen 1 Mobile | 0.616 ms | 0 - 36 MB | NPU
81
+ | QuickSRNetMedium | ONNX | w8a8 | Qualcomm® Dragonwing™ QCS6490 | 1.796 ms | 0 - 3 MB | NPU
82
+ | QuickSRNetMedium | ONNX | w8a8 | Qualcomm® Dragonwing™ IQ-8275 | 0.582 ms | 0 - 4 MB | NPU
83
+ | QuickSRNetMedium | ONNX | w8a8 | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 0.503 ms | 0 - 2 MB | NPU
84
+ | QuickSRNetMedium | ONNX | w8a8 | Qualcomm® QCS8450 | 0.616 ms | 0 - 36 MB | NPU
85
+ | QuickSRNetMedium | ONNX | w8a8 | Qualcomm® Dragonwing™ IQ-9075 | 0.657 ms | 0 - 3 MB | NPU
86
  | QuickSRNetMedium | ONNX | w8a8 | Qualcomm® Dragonwing™ IQ-X7181 | 0.491 ms | 3 - 3 MB | NPU
87
+ | QuickSRNetMedium | ONNX | w8a8 | Qualcomm® Dragonwing™ Q-6690 | 2.172 ms | 0 - 134 MB | NPU
88
+ | QuickSRNetMedium | ONNX | w8a8 | Qualcomm® Dragonwing™ Q-7790 | 0.53 ms | 0 - 19 MB | NPU
89
+ | QuickSRNetMedium | ONNX | w8a8 | Qualcomm® Dragonwing™ Q-8750 | 0.26 ms | 0 - 23 MB | NPU
90
+ | QuickSRNetMedium | ONNX | w8a8 | Snapdragon® 8 Elite Mobile | 0.26 ms | 0 - 23 MB | NPU
91
+ | QuickSRNetMedium | ONNX | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 0.225 ms | 0 - 19 MB | NPU
92
+ | QuickSRNetMedium | ONNX | w8a8 | Snapdragon® 7 Gen 4 Mobile | 0.53 ms | 0 - 19 MB | NPU
93
+ | QuickSRNetMedium | QNN_DLC | float | Snapdragon® X2 Elite | 0.572 ms | 0 - 0 MB | NPU
94
+ | QuickSRNetMedium | QNN_DLC | float | Snapdragon® X Elite | 0.866 ms | 0 - 0 MB | NPU
95
+ | QuickSRNetMedium | QNN_DLC | float | Snapdragon® 8 Gen 3 Mobile | 0.487 ms | 0 - 29 MB | NPU
96
+ | QuickSRNetMedium | QNN_DLC | float | Snapdragon® 8 Gen 1 Mobile | 1.159 ms | 0 - 36 MB | NPU
97
+ | QuickSRNetMedium | QNN_DLC | float | Qualcomm® Dragonwing™ IQ-8275 | 1.02 ms | 0 - 6 MB | NPU
98
+ | QuickSRNetMedium | QNN_DLC | float | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 0.778 ms | 0 - 3 MB | NPU
99
+ | QuickSRNetMedium | QNN_DLC | float | Qualcomm® SA8775P | 1.204 ms | 0 - 22 MB | NPU
100
+ | QuickSRNetMedium | QNN_DLC | float | Qualcomm® SA8650P | 1.204 ms | 0 - 22 MB | NPU
101
+ | QuickSRNetMedium | QNN_DLC | float | Qualcomm® SA8255P | 1.204 ms | 0 - 22 MB | NPU
102
+ | QuickSRNetMedium | QNN_DLC | float | Qualcomm® QCS8450 | 1.159 ms | 0 - 36 MB | NPU
103
+ | QuickSRNetMedium | QNN_DLC | float | Qualcomm® Dragonwing™ IQ-9075 | 1.074 ms | 2 - 7 MB | NPU
104
+ | QuickSRNetMedium | QNN_DLC | float | Qualcomm® Dragonwing™ IQ-X7181 | 0.866 ms | 0 - 0 MB | NPU
105
+ | QuickSRNetMedium | QNN_DLC | float | Qualcomm® Dragonwing™ Q-8750 | 0.385 ms | 0 - 21 MB | NPU
106
+ | QuickSRNetMedium | QNN_DLC | float | Qualcomm® SA7255P | 2.556 ms | 0 - 22 MB | NPU
107
+ | QuickSRNetMedium | QNN_DLC | float | Qualcomm® SA8295P | 1.578 ms | 0 - 18 MB | NPU
108
+ | QuickSRNetMedium | QNN_DLC | float | Snapdragon® 8 Elite Mobile | 0.385 ms | 0 - 21 MB | NPU
109
+ | QuickSRNetMedium | QNN_DLC | float | Snapdragon® 8 Elite Gen 5 Mobile | 0.377 ms | 0 - 21 MB | NPU
110
+ | QuickSRNetMedium | QNN_DLC | w8a8 | Snapdragon® X2 Elite | 0.242 ms | 0 - 0 MB | NPU
111
+ | QuickSRNetMedium | QNN_DLC | w8a8 | Snapdragon® X Elite | 0.462 ms | 0 - 0 MB | NPU
112
+ | QuickSRNetMedium | QNN_DLC | w8a8 | Snapdragon® 8 Gen 3 Mobile | 0.25 ms | 0 - 29 MB | NPU
113
+ | QuickSRNetMedium | QNN_DLC | w8a8 | Snapdragon® 8 Gen 1 Mobile | 0.442 ms | 0 - 34 MB | NPU
114
+ | QuickSRNetMedium | QNN_DLC | w8a8 | Qualcomm® Dragonwing™ QCS6490 | 1.413 ms | 2 - 4 MB | NPU
115
+ | QuickSRNetMedium | QNN_DLC | w8a8 | Qualcomm® Dragonwing™ IQ-8275 | 0.454 ms | 0 - 3 MB | NPU
116
+ | QuickSRNetMedium | QNN_DLC | w8a8 | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 0.37 ms | 0 - 13 MB | NPU
117
+ | QuickSRNetMedium | QNN_DLC | w8a8 | Qualcomm® SA8775P | 0.546 ms | 0 - 21 MB | NPU
118
+ | QuickSRNetMedium | QNN_DLC | w8a8 | Qualcomm® SA8650P | 0.546 ms | 0 - 21 MB | NPU
119
+ | QuickSRNetMedium | QNN_DLC | w8a8 | Qualcomm® SA8255P | 0.546 ms | 0 - 21 MB | NPU
120
+ | QuickSRNetMedium | QNN_DLC | w8a8 | Qualcomm® QCS8450 | 0.442 ms | 0 - 34 MB | NPU
121
+ | QuickSRNetMedium | QNN_DLC | w8a8 | Qualcomm® Dragonwing™ IQ-9075 | 0.476 ms | 2 - 4 MB | NPU
122
+ | QuickSRNetMedium | QNN_DLC | w8a8 | Qualcomm® Dragonwing™ IQ-X7181 | 0.462 ms | 0 - 0 MB | NPU
123
+ | QuickSRNetMedium | QNN_DLC | w8a8 | Qualcomm® Dragonwing™ Q-6690 | 1.738 ms | 0 - 17 MB | NPU
124
+ | QuickSRNetMedium | QNN_DLC | w8a8 | Qualcomm® Dragonwing™ Q-7790 | 0.382 ms | 0 - 19 MB | NPU
125
+ | QuickSRNetMedium | QNN_DLC | w8a8 | Qualcomm® Dragonwing™ Q-8750 | 0.21 ms | 0 - 25 MB | NPU
126
+ | QuickSRNetMedium | QNN_DLC | w8a8 | Qualcomm® SA8295P | 0.752 ms | 0 - 17 MB | NPU
127
+ | QuickSRNetMedium | QNN_DLC | w8a8 | Snapdragon® 8 Elite Mobile | 0.21 ms | 0 - 25 MB | NPU
128
+ | QuickSRNetMedium | QNN_DLC | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 0.172 ms | 0 - 21 MB | NPU
129
+ | QuickSRNetMedium | QNN_DLC | w8a8 | Snapdragon® 7 Gen 4 Mobile | 0.382 ms | 0 - 19 MB | NPU
 
 
 
130
  | QuickSRNetMedium | TFLITE | float | Snapdragon® 8 Gen 3 Mobile | 0.667 ms | 0 - 30 MB | NPU
131
+ | QuickSRNetMedium | TFLITE | float | Snapdragon® 8 Gen 1 Mobile | 1.458 ms | 0 - 35 MB | NPU
132
+ | QuickSRNetMedium | TFLITE | float | Qualcomm® Dragonwing™ IQ-8275 | 1.312 ms | 0 - 6 MB | NPU
133
+ | QuickSRNetMedium | TFLITE | float | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 1.076 ms | 0 - 12 MB | NPU
134
+ | QuickSRNetMedium | TFLITE | float | Qualcomm® SA8775P | 1.551 ms | 0 - 22 MB | NPU
135
+ | QuickSRNetMedium | TFLITE | float | Qualcomm® SA8650P | 1.551 ms | 0 - 22 MB | NPU
136
+ | QuickSRNetMedium | TFLITE | float | Qualcomm® SA8255P | 1.551 ms | 0 - 22 MB | NPU
137
+ | QuickSRNetMedium | TFLITE | float | Qualcomm® QCS8450 | 1.458 ms | 0 - 35 MB | NPU
138
+ | QuickSRNetMedium | TFLITE | float | Qualcomm® Dragonwing™ IQ-9075 | 1.44 ms | 3 - 8 MB | NPU
139
+ | QuickSRNetMedium | TFLITE | float | Qualcomm® Dragonwing™ Q-8750 | 0.496 ms | 3 - 24 MB | NPU
140
+ | QuickSRNetMedium | TFLITE | float | Qualcomm® SA7255P | 12.648 ms | 3 - 29 MB | GPU
141
+ | QuickSRNetMedium | TFLITE | float | Qualcomm® SA8295P | 1.843 ms | 0 - 18 MB | NPU
142
+ | QuickSRNetMedium | TFLITE | float | Snapdragon® 8 Elite Mobile | 0.496 ms | 3 - 24 MB | NPU
143
+ | QuickSRNetMedium | TFLITE | float | Snapdragon® 8 Elite Gen 5 Mobile | 0.432 ms | 0 - 22 MB | NPU
144
+ | QuickSRNetMedium | TFLITE | w8a8 | Snapdragon® 8 Gen 3 Mobile | 0.279 ms | 0 - 29 MB | NPU
145
+ | QuickSRNetMedium | TFLITE | w8a8 | Snapdragon® 8 Gen 1 Mobile | 0.515 ms | 1 - 34 MB | NPU
146
+ | QuickSRNetMedium | TFLITE | w8a8 | Qualcomm® Dragonwing™ QCS6490 | 1.156 ms | 0 - 3 MB | NPU
147
+ | QuickSRNetMedium | TFLITE | w8a8 | Qualcomm® Dragonwing™ IQ-8275 | 0.534 ms | 0 - 3 MB | NPU
148
+ | QuickSRNetMedium | TFLITE | w8a8 | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 0.45 ms | 0 - 14 MB | NPU
149
+ | QuickSRNetMedium | TFLITE | w8a8 | Qualcomm® SA8775P | 0.653 ms | 0 - 21 MB | NPU
150
+ | QuickSRNetMedium | TFLITE | w8a8 | Qualcomm® SA8650P | 0.653 ms | 0 - 21 MB | NPU
151
+ | QuickSRNetMedium | TFLITE | w8a8 | Qualcomm® SA8255P | 0.653 ms | 0 - 21 MB | NPU
152
+ | QuickSRNetMedium | TFLITE | w8a8 | Qualcomm® QCS8450 | 0.515 ms | 1 - 34 MB | NPU
 
 
153
  | QuickSRNetMedium | TFLITE | w8a8 | Qualcomm® Dragonwing™ IQ-9075 | 0.579 ms | 0 - 3 MB | NPU
154
+ | QuickSRNetMedium | TFLITE | w8a8 | Qualcomm® Dragonwing™ Q-6690 | 1.939 ms | 0 - 17 MB | NPU
155
+ | QuickSRNetMedium | TFLITE | w8a8 | Qualcomm® Dragonwing™ Q-7790 | 0.479 ms | 0 - 19 MB | NPU
156
+ | QuickSRNetMedium | TFLITE | w8a8 | Qualcomm® Dragonwing™ Q-8750 | 0.224 ms | 0 - 25 MB | NPU
157
+ | QuickSRNetMedium | TFLITE | w8a8 | Qualcomm® SA7255P | 0.989 ms | 0 - 20 MB | NPU
158
+ | QuickSRNetMedium | TFLITE | w8a8 | Qualcomm® SA8295P | 0.892 ms | 0 - 17 MB | NPU
159
+ | QuickSRNetMedium | TFLITE | w8a8 | Snapdragon® 8 Elite Mobile | 0.224 ms | 0 - 25 MB | NPU
160
+ | QuickSRNetMedium | TFLITE | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 0.195 ms | 0 - 21 MB | NPU
161
+ | QuickSRNetMedium | TFLITE | w8a8 | Snapdragon® 7 Gen 4 Mobile | 0.479 ms | 0 - 19 MB | NPU
162
 
163
  ## License
164
  * The license for the original implementation of QuickSRNetMedium 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/quicksrnetmedium/releases/v0.61.0/quicksrnetmedium-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/quicksrnetmedium/releases/v0.61.0/quicksrnetmedium-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/quicksrnetmedium/releases/v0.61.0/quicksrnetmedium-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/quicksrnetmedium/releases/v0.61.0/quicksrnetmedium-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/quicksrnetmedium/releases/v0.61.0/quicksrnetmedium-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/quicksrnetmedium/releases/v0.61.0/quicksrnetmedium-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/quicksrnetmedium/releases/v0.62.0/quicksrnetmedium-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/quicksrnetmedium/releases/v0.62.0/quicksrnetmedium-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/quicksrnetmedium/releases/v0.62.0/quicksrnetmedium-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/quicksrnetmedium/releases/v0.62.0/quicksrnetmedium-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/quicksrnetmedium/releases/v0.62.0/quicksrnetmedium-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/quicksrnetmedium/releases/v0.62.0/quicksrnetmedium-tflite-w8a8.zip"
47
  }
48
  }
49
  }