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v0.60.0

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See https://github.com/qualcomm/ai-hub-models/releases/v0.60.0 for changelog.

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  1. README.md +111 -102
  2. release_assets.json +7 -7
README.md CHANGED
@@ -14,7 +14,7 @@ pipeline_tag: image-to-image
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  QuickSRNet Large is designed for upscaling images on mobile platforms to sharpen in real-time.
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  This is based on the implementation of QuickSRNetLarge 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/quicksrnetlarge) 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.
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@@ -27,134 +27,143 @@ Below are pre-exported model assets ready for deployment.
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  | 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/quicksrnetlarge/releases/v0.59.0/quicksrnetlarge-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/quicksrnetlarge/releases/v0.59.0/quicksrnetlarge-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/quicksrnetlarge/releases/v0.59.0/quicksrnetlarge-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/quicksrnetlarge/releases/v0.59.0/quicksrnetlarge-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/quicksrnetlarge/releases/v0.59.0/quicksrnetlarge-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/quicksrnetlarge/releases/v0.59.0/quicksrnetlarge-tflite-w8a8.zip)
36
 
37
  For more device-specific assets and performance metrics, visit **[QuickSRNetLarge on Qualcomm® AI Hub](https://aihub.qualcomm.com/models/quicksrnetlarge)**.
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/quicksrnetlarge) 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 [QuickSRNetLarge on GitHub](https://github.com/qualcomm/ai-hub-models/blob/v0.59.0/src/qai_hub_models/models/quicksrnetlarge) for usage instructions.
50
 
51
  ## Model Details
52
 
53
  **Model Type:** Model_use_case.super_resolution
54
 
55
  **Model Stats:**
56
- - Model checkpoint: quicksrnet_large_3x_checkpoint
57
  - Input resolution: 128x128
58
- - Number of parameters: 436K
59
  - Model size (float): 1.67 MB
60
  - Model size (w8a8): 462 KB
 
61
 
62
  ## Performance Summary
63
  | Model | Runtime | Precision | Chipset | Inference Time (ms) | Peak Memory Range (MB) | Primary Compute Unit
64
  |---|---|---|---|---|---|---
65
- | QuickSRNetLarge | ONNX | float | Snapdragon® X2 Elite | 1.195 ms | 9 - 9 MB | NPU
66
- | QuickSRNetLarge | ONNX | float | Snapdragon® X Elite | 1.964 ms | 8 - 8 MB | NPU
67
- | QuickSRNetLarge | ONNX | float | Snapdragon® 8 Gen 3 Mobile | 1.431 ms | 0 - 38 MB | NPU
68
- | QuickSRNetLarge | ONNX | float | Snapdragon® 8 Gen 1 Mobile | 3.419 ms | 0 - 45 MB | NPU
69
- | QuickSRNetLarge | ONNX | float | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 1.908 ms | 0 - 2 MB | NPU
70
- | QuickSRNetLarge | ONNX | float | Qualcomm® QCS8450 | 3.419 ms | 0 - 45 MB | NPU
71
- | QuickSRNetLarge | ONNX | float | Qualcomm® Dragonwing™ IQ-9075 | 3.33 ms | 8 - 10 MB | NPU
72
- | QuickSRNetLarge | ONNX | float | Qualcomm® Dragonwing™ IQ-X7181 | 1.964 ms | 8 - 8 MB | NPU
73
- | QuickSRNetLarge | ONNX | float | Qualcomm® Dragonwing™ Q-8750 | 1.202 ms | 0 - 26 MB | NPU
74
- | QuickSRNetLarge | ONNX | float | Snapdragon® 8 Elite Mobile | 1.202 ms | 0 - 26 MB | NPU
75
- | QuickSRNetLarge | ONNX | float | Snapdragon® 8 Elite Gen 5 Mobile | 0.943 ms | 0 - 23 MB | NPU
76
- | QuickSRNetLarge | ONNX | w8a8 | Snapdragon® X2 Elite | 0.355 ms | 3 - 3 MB | NPU
77
- | QuickSRNetLarge | ONNX | w8a8 | Snapdragon® X Elite | 0.791 ms | 3 - 3 MB | NPU
78
- | QuickSRNetLarge | ONNX | w8a8 | Snapdragon® 8 Gen 3 Mobile | 0.509 ms | 37 - 74 MB | NPU
79
- | QuickSRNetLarge | ONNX | w8a8 | Snapdragon® 8 Gen 1 Mobile | 1.073 ms | 1 - 41 MB | NPU
80
- | QuickSRNetLarge | ONNX | w8a8 | Qualcomm® Dragonwing™ QCS6490 | 3.141 ms | 0 - 3 MB | NPU
81
- | QuickSRNetLarge | ONNX | w8a8 | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 0.78 ms | 0 - 2 MB | NPU
82
- | QuickSRNetLarge | ONNX | w8a8 | Qualcomm® QCS8450 | 1.073 ms | 1 - 41 MB | NPU
83
- | QuickSRNetLarge | ONNX | w8a8 | Qualcomm® Dragonwing™ IQ-9075 | 1.058 ms | 0 - 3 MB | NPU
84
- | QuickSRNetLarge | ONNX | w8a8 | Qualcomm® Dragonwing™ IQ-X7181 | 0.791 ms | 3 - 3 MB | NPU
85
- | QuickSRNetLarge | ONNX | w8a8 | Qualcomm® Dragonwing™ Q-8750 | 0.383 ms | 0 - 26 MB | NPU
86
- | QuickSRNetLarge | ONNX | w8a8 | Snapdragon® 8 Elite Mobile | 0.383 ms | 0 - 26 MB | NPU
87
- | QuickSRNetLarge | ONNX | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 0.335 ms | 0 - 26 MB | NPU
 
 
 
 
 
88
  | QuickSRNetLarge | QNN_DLC | float | Snapdragon® X2 Elite | 1.237 ms | 0 - 0 MB | NPU
89
- | QuickSRNetLarge | QNN_DLC | float | Snapdragon® X Elite | 2.008 ms | 0 - 0 MB | NPU
90
- | QuickSRNetLarge | QNN_DLC | float | Snapdragon® 8 Gen 3 Mobile | 1.283 ms | 0 - 36 MB | NPU
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- | QuickSRNetLarge | QNN_DLC | float | Snapdragon® 8 Gen 1 Mobile | 3.276 ms | 0 - 43 MB | NPU
92
- | QuickSRNetLarge | QNN_DLC | float | Qualcomm® Dragonwing™ QCS8275 | 11.834 ms | 0 - 23 MB | NPU
93
- | QuickSRNetLarge | QNN_DLC | float | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 1.807 ms | 0 - 2 MB | NPU
94
- | QuickSRNetLarge | QNN_DLC | float | Qualcomm® SA8775P | 3.406 ms | 0 - 24 MB | NPU
95
- | QuickSRNetLarge | QNN_DLC | float | Qualcomm® SA8650P | 3.406 ms | 0 - 24 MB | NPU
96
- | QuickSRNetLarge | QNN_DLC | float | Qualcomm® SA8255P | 3.406 ms | 0 - 24 MB | NPU
97
- | QuickSRNetLarge | QNN_DLC | float | Qualcomm® QCS8450 | 3.276 ms | 0 - 43 MB | NPU
98
- | QuickSRNetLarge | QNN_DLC | float | Qualcomm® Dragonwing™ IQ-9075 | 3.243 ms | 0 - 5 MB | NPU
99
- | QuickSRNetLarge | QNN_DLC | float | Qualcomm® Dragonwing™ IQ-X7181 | 2.008 ms | 0 - 0 MB | NPU
100
- | QuickSRNetLarge | QNN_DLC | float | Qualcomm® Dragonwing™ Q-8750 | 1.041 ms | 0 - 29 MB | NPU
101
- | QuickSRNetLarge | QNN_DLC | float | Qualcomm® SA7255P | 11.834 ms | 0 - 23 MB | NPU
102
- | QuickSRNetLarge | QNN_DLC | float | Qualcomm® SA8295P | 3.937 ms | 0 - 20 MB | NPU
103
- | QuickSRNetLarge | QNN_DLC | float | Snapdragon® 8 Elite Mobile | 1.041 ms | 0 - 29 MB | NPU
104
- | QuickSRNetLarge | QNN_DLC | float | Snapdragon® 8 Elite Gen 5 Mobile | 0.862 ms | 0 - 25 MB | NPU
 
105
  | QuickSRNetLarge | QNN_DLC | w8a8 | Snapdragon® X2 Elite | 0.401 ms | 0 - 0 MB | NPU
106
- | QuickSRNetLarge | QNN_DLC | w8a8 | Snapdragon® X Elite | 0.761 ms | 0 - 0 MB | NPU
107
- | QuickSRNetLarge | QNN_DLC | w8a8 | Snapdragon® 8 Gen 3 Mobile | 0.44 ms | 0 - 34 MB | NPU
108
- | QuickSRNetLarge | QNN_DLC | w8a8 | Snapdragon® 8 Gen 1 Mobile | 0.817 ms | 0 - 39 MB | NPU
109
- | QuickSRNetLarge | QNN_DLC | w8a8 | Qualcomm® Dragonwing™ QCS6490 | 3.075 ms | 2 - 4 MB | NPU
110
- | QuickSRNetLarge | QNN_DLC | w8a8 | Qualcomm® Dragonwing™ QCS8275 | 2.079 ms | 0 - 24 MB | NPU
111
- | QuickSRNetLarge | QNN_DLC | w8a8 | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 0.664 ms | 0 - 4 MB | NPU
112
- | QuickSRNetLarge | QNN_DLC | w8a8 | Qualcomm® SA8775P | 0.848 ms | 0 - 26 MB | NPU
113
- | QuickSRNetLarge | QNN_DLC | w8a8 | Qualcomm® SA8650P | 0.848 ms | 0 - 26 MB | NPU
114
- | QuickSRNetLarge | QNN_DLC | w8a8 | Qualcomm® SA8255P | 0.848 ms | 0 - 26 MB | NPU
115
- | QuickSRNetLarge | QNN_DLC | w8a8 | Qualcomm® QCS8450 | 0.817 ms | 0 - 39 MB | NPU
116
- | QuickSRNetLarge | QNN_DLC | w8a8 | Qualcomm® Dragonwing™ IQ-9075 | 0.75 ms | 2 - 4 MB | NPU
117
- | QuickSRNetLarge | QNN_DLC | w8a8 | Qualcomm® Dragonwing™ IQ-X7181 | 0.761 ms | 0 - 0 MB | NPU
118
- | QuickSRNetLarge | QNN_DLC | w8a8 | Qualcomm® Dragonwing™ Q-6690 | 8.321 ms | 0 - 135 MB | NPU
119
- | QuickSRNetLarge | QNN_DLC | w8a8 | Qualcomm® Dragonwing™ Q-7790 | 0.913 ms | 0 - 22 MB | NPU
120
- | QuickSRNetLarge | QNN_DLC | w8a8 | Qualcomm® Dragonwing™ Q-8750 | 0.365 ms | 0 - 24 MB | NPU
121
- | QuickSRNetLarge | QNN_DLC | w8a8 | Qualcomm® SA7255P | 2.079 ms | 0 - 24 MB | NPU
122
- | QuickSRNetLarge | QNN_DLC | w8a8 | Qualcomm® SA8295P | 1.408 ms | 0 - 21 MB | NPU
123
- | QuickSRNetLarge | QNN_DLC | w8a8 | Snapdragon® 8 Elite Mobile | 0.365 ms | 0 - 24 MB | NPU
124
- | QuickSRNetLarge | QNN_DLC | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 0.273 ms | 0 - 26 MB | NPU
125
- | QuickSRNetLarge | QNN_DLC | w8a8 | Snapdragon® 7 Gen 4 Mobile | 0.913 ms | 0 - 22 MB | NPU
126
- | QuickSRNetLarge | TFLITE | float | Snapdragon® 8 Gen 3 Mobile | 1.453 ms | 0 - 39 MB | NPU
127
- | QuickSRNetLarge | TFLITE | float | Snapdragon® 8 Gen 1 Mobile | 3.516 ms | 0 - 44 MB | NPU
128
- | QuickSRNetLarge | TFLITE | float | Qualcomm® Dragonwing™ QCS8275 | 12.216 ms | 3 - 28 MB | NPU
129
- | QuickSRNetLarge | TFLITE | float | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 2.148 ms | 0 - 1 MB | NPU
130
- | QuickSRNetLarge | TFLITE | float | Qualcomm® SA8775P | 3.82 ms | 0 - 26 MB | NPU
131
- | QuickSRNetLarge | TFLITE | float | Qualcomm® SA8650P | 3.82 ms | 0 - 26 MB | NPU
132
- | QuickSRNetLarge | TFLITE | float | Qualcomm® SA8255P | 3.82 ms | 0 - 26 MB | NPU
133
- | QuickSRNetLarge | TFLITE | float | Qualcomm® QCS8450 | 3.516 ms | 0 - 44 MB | NPU
134
- | QuickSRNetLarge | TFLITE | float | Qualcomm® Dragonwing™ IQ-9075 | 3.619 ms | 3 - 9 MB | NPU
135
- | QuickSRNetLarge | TFLITE | float | Qualcomm® Dragonwing™ Q-8750 | 1.077 ms | 0 - 24 MB | NPU
136
- | QuickSRNetLarge | TFLITE | float | Qualcomm® SA7255P | 12.216 ms | 3 - 28 MB | NPU
137
- | QuickSRNetLarge | TFLITE | float | Qualcomm® SA8295P | 4.167 ms | 3 - 25 MB | NPU
138
- | QuickSRNetLarge | TFLITE | float | Snapdragon® 8 Elite Mobile | 1.077 ms | 0 - 24 MB | NPU
139
- | QuickSRNetLarge | TFLITE | float | Snapdragon® 8 Elite Gen 5 Mobile | 0.875 ms | 0 - 27 MB | NPU
140
- | QuickSRNetLarge | TFLITE | w8a8 | Snapdragon® 8 Gen 3 Mobile | 0.487 ms | 0 - 35 MB | NPU
141
- | QuickSRNetLarge | TFLITE | w8a8 | Snapdragon® 8 Gen 1 Mobile | 0.912 ms | 1 - 41 MB | NPU
142
- | QuickSRNetLarge | TFLITE | w8a8 | Qualcomm® Dragonwing™ QCS6490 | 3.171 ms | 0 - 3 MB | NPU
143
- | QuickSRNetLarge | TFLITE | w8a8 | Qualcomm® Dragonwing™ QCS8275 | 2.176 ms | 0 - 26 MB | NPU
144
- | QuickSRNetLarge | TFLITE | w8a8 | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 0.783 ms | 0 - 4 MB | NPU
145
- | QuickSRNetLarge | TFLITE | w8a8 | Qualcomm® SA8775P | 1.012 ms | 0 - 27 MB | NPU
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- | QuickSRNetLarge | TFLITE | w8a8 | Qualcomm® SA8650P | 1.012 ms | 0 - 27 MB | NPU
147
- | QuickSRNetLarge | TFLITE | w8a8 | Qualcomm® SA8255P | 1.012 ms | 0 - 27 MB | NPU
148
- | QuickSRNetLarge | TFLITE | w8a8 | Qualcomm® QCS8450 | 0.912 ms | 1 - 41 MB | NPU
149
- | QuickSRNetLarge | TFLITE | w8a8 | Qualcomm® Dragonwing™ IQ-9075 | 0.971 ms | 0 - 3 MB | NPU
150
- | QuickSRNetLarge | TFLITE | w8a8 | Qualcomm® Dragonwing™ Q-6690 | 8.547 ms | 2 - 138 MB | NPU
151
- | QuickSRNetLarge | TFLITE | w8a8 | Qualcomm® Dragonwing™ Q-7790 | 0.97 ms | 0 - 24 MB | NPU
152
- | QuickSRNetLarge | TFLITE | w8a8 | Qualcomm® Dragonwing™ Q-8750 | 0.383 ms | 0 - 24 MB | NPU
153
- | QuickSRNetLarge | TFLITE | w8a8 | Qualcomm® SA7255P | 2.176 ms | 0 - 26 MB | NPU
154
- | QuickSRNetLarge | TFLITE | w8a8 | Qualcomm® SA8295P | 1.465 ms | 0 - 23 MB | NPU
155
- | QuickSRNetLarge | TFLITE | w8a8 | Snapdragon® 8 Elite Mobile | 0.383 ms | 0 - 24 MB | NPU
156
- | QuickSRNetLarge | TFLITE | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 0.301 ms | 0 - 27 MB | NPU
157
- | QuickSRNetLarge | TFLITE | w8a8 | Snapdragon® 7 Gen 4 Mobile | 0.97 ms | 0 - 24 MB | NPU
 
 
 
158
 
159
  ## License
160
  * The license for the original implementation of QuickSRNetLarge can be found
 
14
  QuickSRNet Large is designed for upscaling images on mobile platforms to sharpen in real-time.
15
 
16
  This is based on the implementation of QuickSRNetLarge 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/v0.60.0/src/qai_hub_models/models/quicksrnetlarge) 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/quicksrnetlarge/releases/v0.60.0/quicksrnetlarge-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/quicksrnetlarge/releases/v0.60.0/quicksrnetlarge-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/quicksrnetlarge/releases/v0.60.0/quicksrnetlarge-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/quicksrnetlarge/releases/v0.60.0/quicksrnetlarge-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/quicksrnetlarge/releases/v0.60.0/quicksrnetlarge-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/quicksrnetlarge/releases/v0.60.0/quicksrnetlarge-tflite-w8a8.zip)
36
 
37
  For more device-specific assets and performance metrics, visit **[QuickSRNetLarge on Qualcomm® AI Hub](https://aihub.qualcomm.com/models/quicksrnetlarge)**.
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/v0.60.0/src/qai_hub_models/models/quicksrnetlarge) 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 [QuickSRNetLarge on GitHub](https://github.com/qualcomm/ai-hub-models/blob/v0.60.0/src/qai_hub_models/models/quicksrnetlarge) for usage instructions.
50
 
51
  ## Model Details
52
 
53
  **Model Type:** Model_use_case.super_resolution
54
 
55
  **Model Stats:**
 
56
  - Input resolution: 128x128
57
+ - Model checkpoint: quicksrnet_large_3x_checkpoint
58
  - Model size (float): 1.67 MB
59
  - Model size (w8a8): 462 KB
60
+ - Number of parameters: 436K
61
 
62
  ## Performance Summary
63
  | Model | Runtime | Precision | Chipset | Inference Time (ms) | Peak Memory Range (MB) | Primary Compute Unit
64
  |---|---|---|---|---|---|---
65
+ | QuickSRNetLarge | ONNX | float | Snapdragon® X2 Elite | 1.206 ms | 8 - 8 MB | NPU
66
+ | QuickSRNetLarge | ONNX | float | Snapdragon® X Elite | 1.997 ms | 8 - 8 MB | NPU
67
+ | QuickSRNetLarge | ONNX | float | Snapdragon® 8 Gen 3 Mobile | 1.43 ms | 0 - 39 MB | NPU
68
+ | QuickSRNetLarge | ONNX | float | Snapdragon® 8 Gen 1 Mobile | 3.512 ms | 0 - 44 MB | NPU
69
+ | QuickSRNetLarge | ONNX | float | Qualcomm® Dragonwing™ IQ-8275 | 3.838 ms | 6 - 10 MB | NPU
70
+ | QuickSRNetLarge | ONNX | float | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 1.907 ms | 0 - 2 MB | NPU
71
+ | QuickSRNetLarge | ONNX | float | Qualcomm® QCS8450 | 3.512 ms | 0 - 44 MB | NPU
72
+ | QuickSRNetLarge | ONNX | float | Qualcomm® Dragonwing™ IQ-9075 | 3.355 ms | 7 - 10 MB | NPU
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+ | QuickSRNetLarge | ONNX | float | Qualcomm® Dragonwing™ IQ-X7181 | 1.997 ms | 8 - 8 MB | NPU
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+ | QuickSRNetLarge | ONNX | float | Qualcomm® Dragonwing™ Q-8750 | 1.199 ms | 0 - 26 MB | NPU
75
+ | QuickSRNetLarge | ONNX | float | Snapdragon® 8 Elite Mobile | 1.199 ms | 0 - 26 MB | NPU
76
+ | QuickSRNetLarge | ONNX | float | Snapdragon® 8 Elite Gen 5 Mobile | 0.943 ms | 0 - 22 MB | NPU
77
+ | QuickSRNetLarge | ONNX | w8a8 | Snapdragon® X2 Elite | 0.356 ms | 3 - 3 MB | NPU
78
+ | QuickSRNetLarge | ONNX | w8a8 | Snapdragon® X Elite | 0.782 ms | 3 - 3 MB | NPU
79
+ | QuickSRNetLarge | ONNX | w8a8 | Snapdragon® 8 Gen 3 Mobile | 0.501 ms | 0 - 37 MB | NPU
80
+ | QuickSRNetLarge | ONNX | w8a8 | Snapdragon® 8 Gen 1 Mobile | 1.07 ms | 0 - 41 MB | NPU
81
+ | QuickSRNetLarge | ONNX | w8a8 | Qualcomm® Dragonwing™ QCS6490 | 3.146 ms | 0 - 3 MB | NPU
82
+ | QuickSRNetLarge | ONNX | w8a8 | Qualcomm® Dragonwing™ IQ-8275 | 0.874 ms | 0 - 4 MB | NPU
83
+ | QuickSRNetLarge | ONNX | w8a8 | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 0.781 ms | 0 - 3 MB | NPU
84
+ | QuickSRNetLarge | ONNX | w8a8 | Qualcomm® QCS8450 | 1.07 ms | 0 - 41 MB | NPU
85
+ | QuickSRNetLarge | ONNX | w8a8 | Qualcomm® Dragonwing™ IQ-9075 | 1.009 ms | 0 - 3 MB | NPU
86
+ | QuickSRNetLarge | ONNX | w8a8 | Qualcomm® Dragonwing™ IQ-X7181 | 0.782 ms | 3 - 3 MB | NPU
87
+ | QuickSRNetLarge | ONNX | w8a8 | Qualcomm® Dragonwing™ Q-6690 | 9.027 ms | 2 - 144 MB | NPU
88
+ | QuickSRNetLarge | ONNX | w8a8 | Qualcomm® Dragonwing™ Q-7790 | 1.105 ms | 0 - 25 MB | NPU
89
+ | QuickSRNetLarge | ONNX | w8a8 | Qualcomm® Dragonwing™ Q-8750 | 0.386 ms | 0 - 29 MB | NPU
90
+ | QuickSRNetLarge | ONNX | w8a8 | Snapdragon® 8 Elite Mobile | 0.386 ms | 0 - 29 MB | NPU
91
+ | QuickSRNetLarge | ONNX | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 0.336 ms | 0 - 26 MB | NPU
92
+ | QuickSRNetLarge | ONNX | w8a8 | Snapdragon® 7 Gen 4 Mobile | 1.105 ms | 0 - 25 MB | NPU
93
  | QuickSRNetLarge | QNN_DLC | float | Snapdragon® X2 Elite | 1.237 ms | 0 - 0 MB | NPU
94
+ | QuickSRNetLarge | QNN_DLC | float | Snapdragon® X Elite | 2.018 ms | 0 - 0 MB | NPU
95
+ | QuickSRNetLarge | QNN_DLC | float | Snapdragon® 8 Gen 3 Mobile | 1.286 ms | 0 - 37 MB | NPU
96
+ | QuickSRNetLarge | QNN_DLC | float | Snapdragon® 8 Gen 1 Mobile | 3.285 ms | 0 - 42 MB | NPU
97
+ | QuickSRNetLarge | QNN_DLC | float | Qualcomm® Dragonwing™ IQ-8275 | 3.631 ms | 0 - 6 MB | NPU
98
+ | QuickSRNetLarge | QNN_DLC | float | Qualcomm® Dragonwing™ IQ-8275 | 11.853 ms | 0 - 22 MB | NPU
99
+ | QuickSRNetLarge | QNN_DLC | float | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 1.82 ms | 0 - 12 MB | NPU
100
+ | QuickSRNetLarge | QNN_DLC | float | Qualcomm® SA8775P | 3.405 ms | 0 - 24 MB | NPU
101
+ | QuickSRNetLarge | QNN_DLC | float | Qualcomm® SA8650P | 3.405 ms | 0 - 24 MB | NPU
102
+ | QuickSRNetLarge | QNN_DLC | float | Qualcomm® SA8255P | 3.405 ms | 0 - 24 MB | NPU
103
+ | QuickSRNetLarge | QNN_DLC | float | Qualcomm® QCS8450 | 3.285 ms | 0 - 42 MB | NPU
104
+ | QuickSRNetLarge | QNN_DLC | float | Qualcomm® Dragonwing™ IQ-9075 | 3.27 ms | 2 - 7 MB | NPU
105
+ | QuickSRNetLarge | QNN_DLC | float | Qualcomm® Dragonwing™ IQ-X7181 | 2.018 ms | 0 - 0 MB | NPU
106
+ | QuickSRNetLarge | QNN_DLC | float | Qualcomm® Dragonwing™ Q-8750 | 1.038 ms | 0 - 23 MB | NPU
107
+ | QuickSRNetLarge | QNN_DLC | float | Qualcomm® SA7255P | 11.853 ms | 0 - 22 MB | NPU
108
+ | QuickSRNetLarge | QNN_DLC | float | Qualcomm® SA8295P | 3.928 ms | 0 - 20 MB | NPU
109
+ | QuickSRNetLarge | QNN_DLC | float | Snapdragon® 8 Elite Mobile | 1.038 ms | 0 - 23 MB | NPU
110
+ | QuickSRNetLarge | QNN_DLC | float | Snapdragon® 8 Elite Gen 5 Mobile | 0.861 ms | 0 - 24 MB | NPU
111
  | QuickSRNetLarge | QNN_DLC | w8a8 | Snapdragon® X2 Elite | 0.401 ms | 0 - 0 MB | NPU
112
+ | QuickSRNetLarge | QNN_DLC | w8a8 | Snapdragon® X Elite | 0.759 ms | 0 - 0 MB | NPU
113
+ | QuickSRNetLarge | QNN_DLC | w8a8 | Snapdragon® 8 Gen 3 Mobile | 0.437 ms | 0 - 34 MB | NPU
114
+ | QuickSRNetLarge | QNN_DLC | w8a8 | Snapdragon® 8 Gen 1 Mobile | 0.82 ms | 0 - 39 MB | NPU
115
+ | QuickSRNetLarge | QNN_DLC | w8a8 | Qualcomm® Dragonwing™ QCS6490 | 3.062 ms | 0 - 2 MB | NPU
116
+ | QuickSRNetLarge | QNN_DLC | w8a8 | Qualcomm® Dragonwing™ IQ-8275 | 0.763 ms | 0 - 3 MB | NPU
117
+ | QuickSRNetLarge | QNN_DLC | w8a8 | Qualcomm® Dragonwing™ IQ-8275 | 2.119 ms | 0 - 24 MB | NPU
118
+ | QuickSRNetLarge | QNN_DLC | w8a8 | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 0.661 ms | 0 - 2 MB | NPU
119
+ | QuickSRNetLarge | QNN_DLC | w8a8 | Qualcomm® SA8775P | 0.856 ms | 0 - 25 MB | NPU
120
+ | QuickSRNetLarge | QNN_DLC | w8a8 | Qualcomm® SA8650P | 0.856 ms | 0 - 25 MB | NPU
121
+ | QuickSRNetLarge | QNN_DLC | w8a8 | Qualcomm® SA8255P | 0.856 ms | 0 - 25 MB | NPU
122
+ | QuickSRNetLarge | QNN_DLC | w8a8 | Qualcomm® QCS8450 | 0.82 ms | 0 - 39 MB | NPU
123
+ | QuickSRNetLarge | QNN_DLC | w8a8 | Qualcomm® Dragonwing™ IQ-9075 | 0.783 ms | 0 - 2 MB | NPU
124
+ | QuickSRNetLarge | QNN_DLC | w8a8 | Qualcomm® Dragonwing™ IQ-X7181 | 0.759 ms | 0 - 0 MB | NPU
125
+ | QuickSRNetLarge | QNN_DLC | w8a8 | Qualcomm® Dragonwing™ Q-6690 | 8.337 ms | 0 - 135 MB | NPU
126
+ | QuickSRNetLarge | QNN_DLC | w8a8 | Qualcomm® Dragonwing™ Q-7790 | 0.909 ms | 0 - 22 MB | NPU
127
+ | QuickSRNetLarge | QNN_DLC | w8a8 | Qualcomm® Dragonwing™ Q-8750 | 0.372 ms | 0 - 24 MB | NPU
128
+ | QuickSRNetLarge | QNN_DLC | w8a8 | Qualcomm® SA7255P | 2.119 ms | 0 - 24 MB | NPU
129
+ | QuickSRNetLarge | QNN_DLC | w8a8 | Qualcomm® SA8295P | 1.379 ms | 0 - 21 MB | NPU
130
+ | QuickSRNetLarge | QNN_DLC | w8a8 | Snapdragon® 8 Elite Mobile | 0.372 ms | 0 - 24 MB | NPU
131
+ | QuickSRNetLarge | QNN_DLC | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 0.275 ms | 0 - 25 MB | NPU
132
+ | QuickSRNetLarge | QNN_DLC | w8a8 | Snapdragon® 7 Gen 4 Mobile | 0.909 ms | 0 - 22 MB | NPU
133
+ | QuickSRNetLarge | TFLITE | float | Snapdragon® 8 Gen 3 Mobile | 1.446 ms | 0 - 38 MB | NPU
134
+ | QuickSRNetLarge | TFLITE | float | Snapdragon® 8 Gen 1 Mobile | 3.497 ms | 0 - 45 MB | NPU
135
+ | QuickSRNetLarge | TFLITE | float | Qualcomm® Dragonwing™ IQ-8275 | 3.832 ms | 3 - 10 MB | NPU
136
+ | QuickSRNetLarge | TFLITE | float | Qualcomm® Dragonwing™ IQ-8275 | 12.178 ms | 3 - 28 MB | NPU
137
+ | QuickSRNetLarge | TFLITE | float | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 2.138 ms | 0 - 4 MB | NPU
138
+ | QuickSRNetLarge | TFLITE | float | Qualcomm® SA8775P | 3.811 ms | 0 - 26 MB | NPU
139
+ | QuickSRNetLarge | TFLITE | float | Qualcomm® SA8650P | 3.811 ms | 0 - 26 MB | NPU
140
+ | QuickSRNetLarge | TFLITE | float | Qualcomm® SA8255P | 3.811 ms | 0 - 26 MB | NPU
141
+ | QuickSRNetLarge | TFLITE | float | Qualcomm® QCS8450 | 3.497 ms | 0 - 45 MB | NPU
142
+ | QuickSRNetLarge | TFLITE | float | Qualcomm® Dragonwing™ IQ-9075 | 3.64 ms | 3 - 9 MB | NPU
143
+ | QuickSRNetLarge | TFLITE | float | Qualcomm® Dragonwing™ Q-8750 | 1.083 ms | 0 - 25 MB | NPU
144
+ | QuickSRNetLarge | TFLITE | float | Qualcomm® SA7255P | 12.178 ms | 3 - 28 MB | NPU
145
+ | QuickSRNetLarge | TFLITE | float | Qualcomm® SA8295P | 4.207 ms | 3 - 25 MB | NPU
146
+ | QuickSRNetLarge | TFLITE | float | Snapdragon® 8 Elite Mobile | 1.083 ms | 0 - 25 MB | NPU
147
+ | QuickSRNetLarge | TFLITE | float | Snapdragon® 8 Elite Gen 5 Mobile | 0.878 ms | 0 - 28 MB | NPU
148
+ | QuickSRNetLarge | TFLITE | w8a8 | Snapdragon® 8 Gen 3 Mobile | 0.503 ms | 0 - 35 MB | NPU
149
+ | QuickSRNetLarge | TFLITE | w8a8 | Snapdragon® 8 Gen 1 Mobile | 0.913 ms | 0 - 40 MB | NPU
150
+ | QuickSRNetLarge | TFLITE | w8a8 | Qualcomm® Dragonwing™ QCS6490 | 2.95 ms | 0 - 3 MB | NPU
151
+ | QuickSRNetLarge | TFLITE | w8a8 | Qualcomm® Dragonwing™ IQ-8275 | 0.825 ms | 0 - 4 MB | NPU
152
+ | QuickSRNetLarge | TFLITE | w8a8 | Qualcomm® Dragonwing™ IQ-8275 | 2.196 ms | 0 - 26 MB | NPU
153
+ | QuickSRNetLarge | TFLITE | w8a8 | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 0.789 ms | 0 - 1 MB | NPU
154
+ | QuickSRNetLarge | TFLITE | w8a8 | Qualcomm® SA8775P | 0.994 ms | 0 - 27 MB | NPU
155
+ | QuickSRNetLarge | TFLITE | w8a8 | Qualcomm® SA8650P | 0.994 ms | 0 - 27 MB | NPU
156
+ | QuickSRNetLarge | TFLITE | w8a8 | Qualcomm® SA8255P | 0.994 ms | 0 - 27 MB | NPU
157
+ | QuickSRNetLarge | TFLITE | w8a8 | Qualcomm® QCS8450 | 0.913 ms | 0 - 40 MB | NPU
158
+ | QuickSRNetLarge | TFLITE | w8a8 | Qualcomm® Dragonwing™ IQ-9075 | 0.898 ms | 0 - 3 MB | NPU
159
+ | QuickSRNetLarge | TFLITE | w8a8 | Qualcomm® Dragonwing™ Q-6690 | 8.559 ms | 0 - 137 MB | NPU
160
+ | QuickSRNetLarge | TFLITE | w8a8 | Qualcomm® Dragonwing™ Q-7790 | 0.969 ms | 0 - 24 MB | NPU
161
+ | QuickSRNetLarge | TFLITE | w8a8 | Qualcomm® Dragonwing™ Q-8750 | 0.406 ms | 0 - 24 MB | NPU
162
+ | QuickSRNetLarge | TFLITE | w8a8 | Qualcomm® SA7255P | 2.196 ms | 0 - 26 MB | NPU
163
+ | QuickSRNetLarge | TFLITE | w8a8 | Qualcomm® SA8295P | 1.48 ms | 0 - 24 MB | NPU
164
+ | QuickSRNetLarge | TFLITE | w8a8 | Snapdragon® 8 Elite Mobile | 0.406 ms | 0 - 24 MB | NPU
165
+ | QuickSRNetLarge | TFLITE | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 0.3 ms | 0 - 26 MB | NPU
166
+ | QuickSRNetLarge | TFLITE | w8a8 | Snapdragon® 7 Gen 4 Mobile | 0.969 ms | 0 - 24 MB | NPU
167
 
168
  ## License
169
  * The license for the original implementation of QuickSRNetLarge can be found
release_assets.json CHANGED
@@ -1,5 +1,5 @@
1
  {
2
- "version": "0.59.0",
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/quicksrnetlarge/releases/v0.59.0/quicksrnetlarge-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/quicksrnetlarge/releases/v0.59.0/quicksrnetlarge-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/quicksrnetlarge/releases/v0.59.0/quicksrnetlarge-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/quicksrnetlarge/releases/v0.59.0/quicksrnetlarge-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/quicksrnetlarge/releases/v0.59.0/quicksrnetlarge-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/quicksrnetlarge/releases/v0.59.0/quicksrnetlarge-tflite-w8a8.zip"
47
  }
48
  }
49
  }
 
1
  {
2
+ "version": "0.60.0",
3
  "precisions": {
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  "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/quicksrnetlarge/releases/v0.60.0/quicksrnetlarge-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/quicksrnetlarge/releases/v0.60.0/quicksrnetlarge-qnn_dlc-float.zip"
18
  },
19
  "tflite": {
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  "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/quicksrnetlarge/releases/v0.60.0/quicksrnetlarge-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/quicksrnetlarge/releases/v0.60.0/quicksrnetlarge-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/quicksrnetlarge/releases/v0.60.0/quicksrnetlarge-qnn_dlc-w8a8.zip"
41
  },
42
  "tflite": {
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  "tool_versions": {
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  "qairt": "2.45.0.260326154327"
45
  },
46
+ "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/quicksrnetlarge/releases/v0.60.0/quicksrnetlarge-tflite-w8a8.zip"
47
  }
48
  }
49
  }