Hugging Face's logo

qualcomm
/
QuickSRNetMedium

Image-to-Image
PyTorch
android
Model card Files
xet
 Community
qaihm-bot commited on
Commit
ddc22c1
·
verified ·
1 Parent(s): d05054a

v0.59.0

Browse files

See https://github.com/qualcomm/ai-hub-models/releases/v0.59.0 for changelog.

Files changed (2) hide show
  1. README.md +97 -104
  2. release_assets.json +17 -19
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/v0.58.0/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 1.25.0 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/quicksrnetmedium/releases/v0.58.0/quicksrnetmedium-onnx-float.zip)
31
- | ONNX | w8a8 | Universal | QAIRT 2.45, ONNX Runtime 1.25.0 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/quicksrnetmedium/releases/v0.58.0/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/v0.58.0/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/v0.58.0/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/v0.58.0/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/v0.58.0/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/v0.58.0/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/v0.58.0/src/qai_hub_models/models/quicksrnetmedium) for usage instructions.
50
 
51
  ## Model Details
52
 
@@ -62,102 +62,95 @@ 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 | 0.427 ms | 8 - 8 MB | NPU
66
- | QuickSRNetMedium | ONNX | float | Snapdragon® X Elite | 0.914 ms | 8 - 8 MB | NPU
67
- | QuickSRNetMedium | ONNX | float | Snapdragon® 8 Gen 3 Mobile | 0.596 ms | 0 - 30 MB | NPU
68
- | QuickSRNetMedium | ONNX | float | Snapdragon® 8 Gen 1 Mobile | 1.358 ms | 1 - 36 MB | NPU
69
- | QuickSRNetMedium | ONNX | float | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 0.921 ms | 0 - 2 MB | NPU
70
- | QuickSRNetMedium | ONNX | float | Qualcomm® QCS8450 | 1.358 ms | 1 - 36 MB | NPU
71
- | QuickSRNetMedium | ONNX | float | Qualcomm® Dragonwing™ IQ-9075 | 1.203 ms | 6 - 9 MB | NPU
72
- | QuickSRNetMedium | ONNX | float | Snapdragon® 8 Elite Gen 5 Mobile | 0.43 ms | 0 - 20 MB | NPU
73
- | QuickSRNetMedium | ONNX | float | Snapdragon® 8 Elite Mobile | 0.498 ms | 0 - 23 MB | NPU
74
- | QuickSRNetMedium | ONNX | float | Qualcomm® Dragonwing™ Q-8750 | 0.498 ms | 0 - 23 MB | NPU
75
- | QuickSRNetMedium | ONNX | float | Qualcomm® Dragonwing™ IQ-X7181 | 0.914 ms | 8 - 8 MB | NPU
76
  | QuickSRNetMedium | ONNX | w8a8 | Snapdragon® X2 Elite | 0.204 ms | 3 - 3 MB | NPU
77
- | QuickSRNetMedium | ONNX | w8a8 | Snapdragon® X Elite | 0.492 ms | 3 - 3 MB | NPU
78
- | QuickSRNetMedium | ONNX | w8a8 | Snapdragon® 8 Gen 3 Mobile | 0.339 ms | 0 - 30 MB | NPU
79
- | QuickSRNetMedium | ONNX | w8a8 | Snapdragon® 8 Gen 1 Mobile | 0.607 ms | 0 - 35 MB | NPU
80
- | QuickSRNetMedium | ONNX | w8a8 | Qualcomm® Dragonwing™ QCS6490 | 1.81 ms | 0 - 3 MB | NPU
81
- | QuickSRNetMedium | ONNX | w8a8 | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 0.502 ms | 2 - 62 MB | NPU
82
- | QuickSRNetMedium | ONNX | w8a8 | Qualcomm® QCS8450 | 0.607 ms | 0 - 35 MB | NPU
83
- | QuickSRNetMedium | ONNX | w8a8 | Snapdragon® 8 Elite Mobile | 0.244 ms | 0 - 19 MB | NPU
84
- | QuickSRNetMedium | ONNX | w8a8 | Snapdragon® 7 Gen 4 Mobile | 0.53 ms | 0 - 19 MB | NPU
85
- | QuickSRNetMedium | ONNX | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 0.218 ms | 0 - 19 MB | NPU
86
- | QuickSRNetMedium | ONNX | w8a8 | Qualcomm® Dragonwing™ IQ-9075 | 0.665 ms | 0 - 3 MB | NPU
87
- | QuickSRNetMedium | ONNX | w8a8 | Qualcomm® Dragonwing™ Q-6690 | 2.164 ms | 0 - 133 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 | 0.244 ms | 0 - 19 MB | NPU
90
- | QuickSRNetMedium | ONNX | w8a8 | Qualcomm® Dragonwing™ IQ-X7181 | 0.492 ms | 3 - 3 MB | NPU
91
- | QuickSRNetMedium | QNN_DLC | float | Snapdragon® X2 Elite | 0.475 ms | 0 - 0 MB | NPU
92
- | QuickSRNetMedium | QNN_DLC | float | Snapdragon® X Elite | 0.866 ms | 0 - 0 MB | NPU
93
- | QuickSRNetMedium | QNN_DLC | float | Snapdragon® 8 Gen 3 Mobile | 0.484 ms | 0 - 29 MB | NPU
94
- | QuickSRNetMedium | QNN_DLC | float | Snapdragon® 8 Gen 1 Mobile | 1.2 ms | 0 - 35 MB | NPU
95
- | QuickSRNetMedium | QNN_DLC | float | Qualcomm® QCS8275 | 2.507 ms | 0 - 22 MB | NPU
96
- | QuickSRNetMedium | QNN_DLC | float | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 0.776 ms | 0 - 10 MB | NPU
97
- | QuickSRNetMedium | QNN_DLC | float | Qualcomm® SA8775P | 1.201 ms | 0 - 22 MB | NPU
98
- | QuickSRNetMedium | QNN_DLC | float | Qualcomm® SA8650P | 1.201 ms | 0 - 22 MB | NPU
99
- | QuickSRNetMedium | QNN_DLC | float | Qualcomm® SA8255P | 1.201 ms | 0 - 22 MB | NPU
100
- | QuickSRNetMedium | QNN_DLC | float | Qualcomm® QCS8450 | 1.2 ms | 0 - 35 MB | NPU
101
- | QuickSRNetMedium | QNN_DLC | float | Qualcomm® Dragonwing™ IQ-9075 | 1.068 ms | 0 - 5 MB | NPU
102
- | QuickSRNetMedium | QNN_DLC | float | Snapdragon® 8 Elite Gen 5 Mobile | 0.367 ms | 0 - 21 MB | NPU
103
- | QuickSRNetMedium | QNN_DLC | float | Qualcomm® SA7255P | 2.507 ms | 0 - 22 MB | NPU
104
- | QuickSRNetMedium | QNN_DLC | float | Snapdragon® 8 Elite Mobile | 0.387 ms | 0 - 26 MB | NPU
105
- | QuickSRNetMedium | QNN_DLC | float | Qualcomm® SA8295P | 1.567 ms | 0 - 18 MB | NPU
106
- | QuickSRNetMedium | QNN_DLC | float | Qualcomm® Dragonwing™ Q-8750 | 0.387 ms | 0 - 26 MB | NPU
107
- | QuickSRNetMedium | QNN_DLC | float | Qualcomm® Dragonwing™ IQ-X7181 | 0.866 ms | 0 - 0 MB | NPU
108
- | QuickSRNetMedium | QNN_DLC | w8a8 | Snapdragon® X2 Elite | 0.245 ms | 0 - 0 MB | NPU
109
- | QuickSRNetMedium | QNN_DLC | w8a8 | Snapdragon® X Elite | 0.464 ms | 0 - 0 MB | NPU
110
- | QuickSRNetMedium | QNN_DLC | w8a8 | Snapdragon® 8 Gen 3 Mobile | 0.23 ms | 0 - 29 MB | NPU
111
- | QuickSRNetMedium | QNN_DLC | w8a8 | Snapdragon® 8 Gen 1 Mobile | 0.442 ms | 0 - 30 MB | NPU
112
- | QuickSRNetMedium | QNN_DLC | w8a8 | Qualcomm® Dragonwing™ QCS6490 | 1.424 ms | 0 - 2 MB | NPU
113
- | QuickSRNetMedium | QNN_DLC | w8a8 | Qualcomm® QCS8275 | 0.908 ms | 0 - 19 MB | NPU
114
- | QuickSRNetMedium | QNN_DLC | w8a8 | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 0.351 ms | 0 - 8 MB | NPU
115
- | QuickSRNetMedium | QNN_DLC | w8a8 | Qualcomm® SA8775P | 0.554 ms | 0 - 21 MB | NPU
116
- | QuickSRNetMedium | QNN_DLC | w8a8 | Qualcomm® SA8650P | 0.554 ms | 0 - 21 MB | NPU
117
- | QuickSRNetMedium | QNN_DLC | w8a8 | Qualcomm® SA8255P | 0.554 ms | 0 - 21 MB | NPU
118
- | QuickSRNetMedium | QNN_DLC | w8a8 | Qualcomm® QCS8450 | 0.442 ms | 0 - 30 MB | NPU
119
- | QuickSRNetMedium | QNN_DLC | w8a8 | Snapdragon® 8 Elite Mobile | 0.205 ms | 0 - 20 MB | NPU
120
- | QuickSRNetMedium | QNN_DLC | w8a8 | Snapdragon® 7 Gen 4 Mobile | 0.383 ms | 0 - 19 MB | NPU
121
- | QuickSRNetMedium | QNN_DLC | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 0.17 ms | 0 - 22 MB | NPU
122
- | QuickSRNetMedium | QNN_DLC | w8a8 | Qualcomm® Dragonwing™ IQ-9075 | 0.473 ms | 2 - 4 MB | NPU
123
- | QuickSRNetMedium | QNN_DLC | w8a8 | Qualcomm® Dragonwing™ Q-6690 | 1.738 ms | 0 - 18 MB | NPU
124
- | QuickSRNetMedium | QNN_DLC | w8a8 | Qualcomm® SA7255P | 0.908 ms | 0 - 19 MB | NPU
125
- | QuickSRNetMedium | QNN_DLC | w8a8 | Qualcomm® SA8295P | 0.763 ms | 0 - 17 MB | NPU
126
- | QuickSRNetMedium | QNN_DLC | w8a8 | Qualcomm® Dragonwing™ Q-7790 | 0.383 ms | 0 - 19 MB | NPU
127
- | QuickSRNetMedium | QNN_DLC | w8a8 | Qualcomm® Dragonwing™ Q-8750 | 0.205 ms | 0 - 20 MB | NPU
128
- | QuickSRNetMedium | QNN_DLC | w8a8 | Qualcomm® Dragonwing™ IQ-X7181 | 0.464 ms | 0 - 0 MB | NPU
129
- | QuickSRNetMedium | TFLITE | float | Snapdragon® 8 Gen 3 Mobile | 0.669 ms | 0 - 30 MB | NPU
130
- | QuickSRNetMedium | TFLITE | float | Snapdragon® 8 Gen 1 Mobile | 1.462 ms | 0 - 33 MB | NPU
131
- | QuickSRNetMedium | TFLITE | float | Qualcomm® QCS8275 | 3.097 ms | 0 - 22 MB | NPU
132
- | QuickSRNetMedium | TFLITE | float | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 1.083 ms | 0 - 10 MB | NPU
133
- | QuickSRNetMedium | TFLITE | float | Qualcomm® SA8775P | 1.542 ms | 0 - 23 MB | NPU
134
- | QuickSRNetMedium | TFLITE | float | Qualcomm® SA8650P | 1.542 ms | 0 - 23 MB | NPU
135
- | QuickSRNetMedium | TFLITE | float | Qualcomm® SA8255P | 1.542 ms | 0 - 23 MB | NPU
136
- | QuickSRNetMedium | TFLITE | float | Qualcomm® QCS8450 | 1.462 ms | 0 - 33 MB | NPU
137
- | QuickSRNetMedium | TFLITE | float | Qualcomm® Dragonwing™ IQ-9075 | 1.422 ms | 3 - 8 MB | NPU
138
- | QuickSRNetMedium | TFLITE | float | Snapdragon® 8 Elite Gen 5 Mobile | 0.43 ms | 0 - 22 MB | NPU
139
- | QuickSRNetMedium | TFLITE | float | Qualcomm® SA7255P | 3.097 ms | 0 - 22 MB | NPU
140
- | QuickSRNetMedium | TFLITE | float | Snapdragon® 8 Elite Mobile | 0.498 ms | 0 - 21 MB | NPU
141
- | QuickSRNetMedium | TFLITE | float | Qualcomm® SA8295P | 1.828 ms | 0 - 18 MB | NPU
142
- | QuickSRNetMedium | TFLITE | float | Qualcomm® Dragonwing™ Q-8750 | 0.498 ms | 0 - 21 MB | NPU
143
- | QuickSRNetMedium | TFLITE | w8a8 | Snapdragon® 8 Gen 3 Mobile | 0.305 ms | 0 - 29 MB | NPU
144
- | QuickSRNetMedium | TFLITE | w8a8 | Snapdragon® 8 Gen 1 Mobile | 0.516 ms | 0 - 33 MB | NPU
145
- | QuickSRNetMedium | TFLITE | w8a8 | Qualcomm® Dragonwing™ QCS6490 | 1.302 ms | 0 - 3 MB | NPU
146
- | QuickSRNetMedium | TFLITE | w8a8 | Qualcomm® QCS8275 | 1.008 ms | 0 - 21 MB | NPU
147
- | QuickSRNetMedium | TFLITE | w8a8 | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 0.453 ms | 0 - 2 MB | NPU
148
- | QuickSRNetMedium | TFLITE | w8a8 | Qualcomm® SA8775P | 0.648 ms | 0 - 21 MB | NPU
149
- | QuickSRNetMedium | TFLITE | w8a8 | Qualcomm® SA8650P | 0.648 ms | 0 - 21 MB | NPU
150
- | QuickSRNetMedium | TFLITE | w8a8 | Qualcomm® SA8255P | 0.648 ms | 0 - 21 MB | NPU
151
- | QuickSRNetMedium | TFLITE | w8a8 | Qualcomm® QCS8450 | 0.516 ms | 0 - 33 MB | NPU
152
- | QuickSRNetMedium | TFLITE | w8a8 | Snapdragon® 8 Elite Mobile | 0.243 ms | 0 - 20 MB | NPU
153
- | QuickSRNetMedium | TFLITE | w8a8 | Snapdragon® 7 Gen 4 Mobile | 0.478 ms | 0 - 19 MB | NPU
154
- | QuickSRNetMedium | TFLITE | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 0.195 ms | 0 - 22 MB | NPU
155
- | QuickSRNetMedium | TFLITE | w8a8 | Qualcomm® Dragonwing™ IQ-9075 | 0.615 ms | 0 - 3 MB | NPU
156
- | QuickSRNetMedium | TFLITE | w8a8 | Qualcomm® Dragonwing™ Q-6690 | 1.941 ms | 0 - 17 MB | NPU
157
- | QuickSRNetMedium | TFLITE | w8a8 | Qualcomm® SA7255P | 1.008 ms | 0 - 21 MB | NPU
158
- | QuickSRNetMedium | TFLITE | w8a8 | Qualcomm® SA8295P | 0.863 ms | 0 - 17 MB | NPU
159
- | QuickSRNetMedium | TFLITE | w8a8 | Qualcomm® Dragonwing™ Q-7790 | 0.478 ms | 0 - 19 MB | NPU
160
- | QuickSRNetMedium | TFLITE | w8a8 | Qualcomm® Dragonwing™ Q-8750 | 0.243 ms | 0 - 20 MB | NPU
161
 
162
  ## License
163
  * 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/v0.59.0/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/v0.59.0/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/v0.59.0/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/v0.59.0/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/v0.59.0/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/v0.59.0/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/v0.59.0/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/v0.59.0/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/v0.59.0/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 | 0.429 ms | 8 - 8 MB | NPU
66
+ | QuickSRNetMedium | ONNX | float | Snapdragon® X Elite | 0.928 ms | 8 - 8 MB | NPU
67
+ | QuickSRNetMedium | ONNX | float | Snapdragon® 8 Gen 3 Mobile | 0.6 ms | 0 - 29 MB | NPU
68
+ | QuickSRNetMedium | ONNX | float | Snapdragon® 8 Gen 1 Mobile | 1.368 ms | 0 - 35 MB | NPU
69
+ | QuickSRNetMedium | ONNX | float | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 0.909 ms | 0 - 2 MB | NPU
70
+ | QuickSRNetMedium | ONNX | float | Qualcomm® QCS8450 | 1.368 ms | 0 - 35 MB | NPU
71
+ | QuickSRNetMedium | ONNX | float | Qualcomm® Dragonwing™ IQ-9075 | 1.211 ms | 6 - 9 MB | NPU
72
+ | QuickSRNetMedium | ONNX | float | Qualcomm® Dragonwing™ IQ-X7181 | 0.928 ms | 8 - 8 MB | NPU
73
+ | QuickSRNetMedium | ONNX | float | Qualcomm® Dragonwing™ Q-8750 | 0.499 ms | 0 - 19 MB | NPU
74
+ | QuickSRNetMedium | ONNX | float | Snapdragon® 8 Elite Mobile | 0.499 ms | 0 - 19 MB | NPU
75
+ | QuickSRNetMedium | ONNX | float | Snapdragon® 8 Elite Gen 5 Mobile | 0.431 ms | 0 - 20 MB | NPU
76
  | QuickSRNetMedium | ONNX | w8a8 | Snapdragon® X2 Elite | 0.204 ms | 3 - 3 MB | NPU
77
+ | QuickSRNetMedium | ONNX | w8a8 | Snapdragon® X Elite | 0.501 ms | 3 - 3 MB | NPU
78
+ | QuickSRNetMedium | ONNX | w8a8 | Snapdragon® 8 Gen 3 Mobile | 0.34 ms | 0 - 30 MB | NPU
79
+ | QuickSRNetMedium | ONNX | w8a8 | Snapdragon® 8 Gen 1 Mobile | 0.62 ms | 0 - 35 MB | NPU
80
+ | QuickSRNetMedium | ONNX | w8a8 | Qualcomm® Dragonwing™ QCS6490 | 1.812 ms | 0 - 3 MB | NPU
81
+ | QuickSRNetMedium | ONNX | w8a8 | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 0.503 ms | 0 - 24 MB | NPU
82
+ | QuickSRNetMedium | ONNX | w8a8 | Qualcomm® QCS8450 | 0.62 ms | 0 - 35 MB | NPU
83
+ | QuickSRNetMedium | ONNX | w8a8 | Qualcomm® Dragonwing™ IQ-9075 | 0.652 ms | 0 - 3 MB | NPU
84
+ | QuickSRNetMedium | ONNX | w8a8 | Qualcomm® Dragonwing™ IQ-X7181 | 0.501 ms | 3 - 3 MB | NPU
85
+ | QuickSRNetMedium | ONNX | w8a8 | Qualcomm® Dragonwing™ Q-8750 | 0.245 ms | 0 - 19 MB | NPU
86
+ | QuickSRNetMedium | ONNX | w8a8 | Snapdragon® 8 Elite Mobile | 0.245 ms | 0 - 19 MB | NPU
87
+ | QuickSRNetMedium | ONNX | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 0.221 ms | 0 - 19 MB | NPU
88
+ | QuickSRNetMedium | QNN_DLC | float | Snapdragon® X2 Elite | 0.468 ms | 0 - 0 MB | NPU
89
+ | QuickSRNetMedium | QNN_DLC | float | Snapdragon® X Elite | 0.895 ms | 0 - 0 MB | NPU
90
+ | QuickSRNetMedium | QNN_DLC | float | Snapdragon® 8 Gen 3 Mobile | 0.49 ms | 0 - 30 MB | NPU
91
+ | QuickSRNetMedium | QNN_DLC | float | Snapdragon® 8 Gen 1 Mobile | 1.218 ms | 0 - 35 MB | NPU
92
+ | QuickSRNetMedium | QNN_DLC | float | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 0.799 ms | 0 - 28 MB | NPU
93
+ | QuickSRNetMedium | QNN_DLC | float | Qualcomm® SA8775P | 1.185 ms | 0 - 22 MB | NPU
94
+ | QuickSRNetMedium | QNN_DLC | float | Qualcomm® SA8650P | 1.185 ms | 0 - 22 MB | NPU
95
+ | QuickSRNetMedium | QNN_DLC | float | Qualcomm® SA8255P | 1.185 ms | 0 - 22 MB | NPU
96
+ | QuickSRNetMedium | QNN_DLC | float | Qualcomm® QCS8450 | 1.218 ms | 0 - 35 MB | NPU
97
+ | QuickSRNetMedium | QNN_DLC | float | Qualcomm® Dragonwing™ IQ-9075 | 1.077 ms | 0 - 5 MB | NPU
98
+ | QuickSRNetMedium | QNN_DLC | float | Qualcomm® Dragonwing™ IQ-X7181 | 0.895 ms | 0 - 0 MB | NPU
99
+ | QuickSRNetMedium | QNN_DLC | float | Qualcomm® Dragonwing™ Q-8750 | 0.385 ms | 0 - 25 MB | NPU
100
+ | QuickSRNetMedium | QNN_DLC | float | Qualcomm® SA8295P | 1.566 ms | 0 - 18 MB | NPU
101
+ | QuickSRNetMedium | QNN_DLC | float | Snapdragon® 8 Elite Mobile | 0.385 ms | 0 - 25 MB | NPU
102
+ | QuickSRNetMedium | QNN_DLC | float | Snapdragon® 8 Elite Gen 5 Mobile | 0.37 ms | 0 - 22 MB | NPU
103
+ | QuickSRNetMedium | QNN_DLC | w8a8 | Snapdragon® X2 Elite | 0.244 ms | 0 - 0 MB | NPU
104
+ | QuickSRNetMedium | QNN_DLC | w8a8 | Snapdragon® X Elite | 0.447 ms | 0 - 0 MB | NPU
105
+ | QuickSRNetMedium | QNN_DLC | w8a8 | Snapdragon® 8 Gen 3 Mobile | 0.229 ms | 0 - 29 MB | NPU
106
+ | QuickSRNetMedium | QNN_DLC | w8a8 | Snapdragon® 8 Gen 1 Mobile | 0.445 ms | 0 - 34 MB | NPU
107
+ | QuickSRNetMedium | QNN_DLC | w8a8 | Qualcomm® Dragonwing™ QCS6490 | 1.408 ms | 0 - 2 MB | NPU
108
+ | QuickSRNetMedium | QNN_DLC | w8a8 | Qualcomm® Dragonwing™ QCS8275 | 0.9 ms | 0 - 20 MB | NPU
109
+ | QuickSRNetMedium | QNN_DLC | w8a8 | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 0.362 ms | 0 - 1 MB | NPU
110
+ | QuickSRNetMedium | QNN_DLC | w8a8 | Qualcomm® SA8775P | 0.552 ms | 0 - 21 MB | NPU
111
+ | QuickSRNetMedium | QNN_DLC | w8a8 | Qualcomm® SA8650P | 0.552 ms | 0 - 21 MB | NPU
112
+ | QuickSRNetMedium | QNN_DLC | w8a8 | Qualcomm® SA8255P | 0.552 ms | 0 - 21 MB | NPU
113
+ | QuickSRNetMedium | QNN_DLC | w8a8 | Qualcomm® QCS8450 | 0.445 ms | 0 - 34 MB | NPU
114
+ | QuickSRNetMedium | QNN_DLC | w8a8 | Qualcomm® Dragonwing™ IQ-9075 | 0.477 ms | 0 - 2 MB | NPU
115
+ | QuickSRNetMedium | QNN_DLC | w8a8 | Qualcomm® Dragonwing™ IQ-X7181 | 0.447 ms | 0 - 0 MB | NPU
116
+ | QuickSRNetMedium | QNN_DLC | w8a8 | Qualcomm® Dragonwing™ Q-6690 | 1.741 ms | 0 - 18 MB | NPU
117
+ | QuickSRNetMedium | QNN_DLC | w8a8 | Qualcomm® Dragonwing™ Q-7790 | 0.392 ms | 0 - 19 MB | NPU
118
+ | QuickSRNetMedium | QNN_DLC | w8a8 | Qualcomm® Dragonwing™ Q-8750 | 0.199 ms | 0 - 25 MB | NPU
119
+ | QuickSRNetMedium | QNN_DLC | w8a8 | Qualcomm® SA7255P | 0.9 ms | 0 - 20 MB | NPU
120
+ | QuickSRNetMedium | QNN_DLC | w8a8 | Qualcomm® SA8295P | 0.733 ms | 0 - 18 MB | NPU
121
+ | QuickSRNetMedium | QNN_DLC | w8a8 | Snapdragon® 8 Elite Mobile | 0.199 ms | 0 - 25 MB | NPU
122
+ | QuickSRNetMedium | QNN_DLC | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 0.171 ms | 0 - 21 MB | NPU
123
+ | QuickSRNetMedium | QNN_DLC | w8a8 | Snapdragon® 7 Gen 4 Mobile | 0.392 ms | 0 - 19 MB | NPU
124
+ | QuickSRNetMedium | TFLITE | float | Snapdragon® 8 Gen 3 Mobile | 0.666 ms | 0 - 30 MB | NPU
125
+ | QuickSRNetMedium | TFLITE | float | Snapdragon® 8 Gen 1 Mobile | 1.465 ms | 0 - 36 MB | NPU
126
+ | QuickSRNetMedium | TFLITE | float | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 1.075 ms | 0 - 4 MB | NPU
127
+ | QuickSRNetMedium | TFLITE | float | Qualcomm® SA8775P | 1.556 ms | 0 - 23 MB | NPU
128
+ | QuickSRNetMedium | TFLITE | float | Qualcomm® SA8650P | 1.556 ms | 0 - 23 MB | NPU
129
+ | QuickSRNetMedium | TFLITE | float | Qualcomm® SA8255P | 1.556 ms | 0 - 23 MB | NPU
130
+ | QuickSRNetMedium | TFLITE | float | Qualcomm® QCS8450 | 1.465 ms | 0 - 36 MB | NPU
131
+ | QuickSRNetMedium | TFLITE | float | Qualcomm® Dragonwing™ IQ-9075 | 1.43 ms | 3 - 8 MB | NPU
132
+ | QuickSRNetMedium | TFLITE | float | Qualcomm® Dragonwing™ Q-8750 | 0.515 ms | 0 - 22 MB | NPU
133
+ | QuickSRNetMedium | TFLITE | float | Qualcomm® SA8295P | 1.826 ms | 0 - 18 MB | NPU
134
+ | QuickSRNetMedium | TFLITE | float | Snapdragon® 8 Elite Mobile | 0.515 ms | 0 - 22 MB | NPU
135
+ | QuickSRNetMedium | TFLITE | float | Snapdragon® 8 Elite Gen 5 Mobile | 0.431 ms | 0 - 22 MB | NPU
136
+ | QuickSRNetMedium | TFLITE | w8a8 | Snapdragon® 8 Gen 3 Mobile | 0.293 ms | 0 - 29 MB | NPU
137
+ | QuickSRNetMedium | TFLITE | w8a8 | Snapdragon® 8 Gen 1 Mobile | 0.521 ms | 0 - 34 MB | NPU
138
+ | QuickSRNetMedium | TFLITE | w8a8 | Qualcomm® Dragonwing™ QCS6490 | 1.247 ms | 0 - 3 MB | NPU
139
+ | QuickSRNetMedium | TFLITE | w8a8 | Qualcomm® Dragonwing™ QCS8275 | 0.994 ms | 0 - 20 MB | NPU
140
+ | QuickSRNetMedium | TFLITE | w8a8 | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 0.453 ms | 0 - 16 MB | NPU
141
+ | QuickSRNetMedium | TFLITE | w8a8 | Qualcomm® SA8775P | 0.64 ms | 0 - 21 MB | NPU
142
+ | QuickSRNetMedium | TFLITE | w8a8 | Qualcomm® SA8650P | 0.64 ms | 0 - 21 MB | NPU
143
+ | QuickSRNetMedium | TFLITE | w8a8 | Qualcomm® SA8255P | 0.64 ms | 0 - 21 MB | NPU
144
+ | QuickSRNetMedium | TFLITE | w8a8 | Qualcomm® QCS8450 | 0.521 ms | 0 - 34 MB | NPU
145
+ | QuickSRNetMedium | TFLITE | w8a8 | Qualcomm® Dragonwing™ IQ-9075 | 0.585 ms | 0 - 3 MB | NPU
146
+ | QuickSRNetMedium | TFLITE | w8a8 | Qualcomm® Dragonwing™ Q-6690 | 1.928 ms | 0 - 17 MB | NPU
147
+ | QuickSRNetMedium | TFLITE | w8a8 | Qualcomm® Dragonwing™ Q-7790 | 0.481 ms | 0 - 19 MB | NPU
148
+ | QuickSRNetMedium | TFLITE | w8a8 | Qualcomm® Dragonwing™ Q-8750 | 0.233 ms | 0 - 20 MB | NPU
149
+ | QuickSRNetMedium | TFLITE | w8a8 | Qualcomm® SA7255P | 0.994 ms | 0 - 20 MB | NPU
150
+ | QuickSRNetMedium | TFLITE | w8a8 | Qualcomm® SA8295P | 0.874 ms | 0 - 17 MB | NPU
151
+ | QuickSRNetMedium | TFLITE | w8a8 | Snapdragon® 8 Elite Mobile | 0.233 ms | 0 - 20 MB | NPU
152
+ | QuickSRNetMedium | TFLITE | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 0.195 ms | 0 - 23 MB | NPU
153
+ | QuickSRNetMedium | TFLITE | w8a8 | Snapdragon® 7 Gen 4 Mobile | 0.481 ms | 0 - 19 MB | NPU
 
 
 
 
 
 
 
154
 
155
  ## License
156
  * The license for the original implementation of QuickSRNetMedium can be found
release_assets.json CHANGED
@@ -1,51 +1,49 @@
1
  {
2
- "version": "0.58.0",
3
  "precisions": {
4
- "w8a8": {
5
  "universal_assets": {
6
- "tflite": {
7
  "tool_versions": {
8
  "qairt": "2.45.0.260326154327",
9
- "litert": "1.4.4"
10
  },
11
- "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/quicksrnetmedium/releases/v0.58.0/quicksrnetmedium-tflite-w8a8.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/v0.58.0/quicksrnetmedium-qnn_dlc-w8a8.zip"
18
  },
19
- "onnx": {
20
  "tool_versions": {
21
- "qairt": "2.45.0.260326154327",
22
- "onnx_runtime": "1.25.0"
23
  },
24
- "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/quicksrnetmedium/releases/v0.58.0/quicksrnetmedium-onnx-w8a8.zip"
25
  }
26
  }
27
  },
28
- "float": {
29
  "universal_assets": {
30
- "tflite": {
31
  "tool_versions": {
32
  "qairt": "2.45.0.260326154327",
33
- "litert": "1.4.4"
34
  },
35
- "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/quicksrnetmedium/releases/v0.58.0/quicksrnetmedium-tflite-float.zip"
36
  },
37
  "qnn_dlc": {
38
  "tool_versions": {
39
  "qairt": "2.45.0.260326154327"
40
  },
41
- "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/quicksrnetmedium/releases/v0.58.0/quicksrnetmedium-qnn_dlc-float.zip"
42
  },
43
- "onnx": {
44
  "tool_versions": {
45
- "qairt": "2.45.0.260326154327",
46
- "onnx_runtime": "1.25.0"
47
  },
48
- "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/quicksrnetmedium/releases/v0.58.0/quicksrnetmedium-onnx-float.zip"
49
  }
50
  }
51
  }
 
1
  {
2
+ "version": "0.59.0",
3
  "precisions": {
4
+ "float": {
5
  "universal_assets": {
6
+ "onnx": {
7
  "tool_versions": {
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/v0.59.0/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/v0.59.0/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/v0.59.0/quicksrnetmedium-tflite-float.zip"
24
  }
25
  }
26
  },
27
+ "w8a8": {
28
  "universal_assets": {
29
+ "onnx": {
30
  "tool_versions": {
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/v0.59.0/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/v0.59.0/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/v0.59.0/quicksrnetmedium-tflite-w8a8.zip"
47
  }
48
  }
49
  }