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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.

Files changed (2) hide show
  1. README.md +109 -96
  2. release_assets.json +7 -7
README.md CHANGED
@@ -14,7 +14,7 @@ pipeline_tag: image-to-image
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  QuickSRNet Medium is designed for upscaling images on mobile platforms to sharpen in real-time.
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  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.
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@@ -27,130 +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/quicksrnetmedium/releases/v0.59.0/quicksrnetmedium-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/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)
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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/quicksrnetmedium/releases/v0.59.0/quicksrnetmedium-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/quicksrnetmedium/releases/v0.59.0/quicksrnetmedium-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/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
 
53
  **Model Type:** Model_use_case.super_resolution
54
 
55
  **Model Stats:**
56
- - Model checkpoint: quicksrnet_medium_3x_checkpoint
57
  - Input resolution: 128x128
58
- - Number of parameters: 61.0K
59
  - Model size (float): 243 KB
60
  - Model size (w8a8): 73.9 KB
 
61
 
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
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- | QuickSRNetMedium | ONNX | float | Qualcomm® Dragonwing™ Q-8750 | 0.499 ms | 0 - 19 MB | NPU
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- | QuickSRNetMedium | ONNX | float | Snapdragon® 8 Elite Mobile | 0.499 ms | 0 - 19 MB | NPU
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- | 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
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- | 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
 
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/v0.60.0/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/v0.60.0/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/v0.60.0/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/v0.60.0/quicksrnetmedium-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/quicksrnetmedium/releases/v0.60.0/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/v0.60.0/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/v0.60.0/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/v0.60.0/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/v0.60.0/src/qai_hub_models/models/quicksrnetmedium) 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_medium_3x_checkpoint
58
  - Model size (float): 243 KB
59
  - Model size (w8a8): 73.9 KB
60
+ - Number of parameters: 61.0K
61
 
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 | 0.445 ms | 8 - 8 MB | NPU
66
+ | QuickSRNetMedium | ONNX | float | Snapdragon® X Elite | 0.931 ms | 8 - 8 MB | NPU
67
+ | QuickSRNetMedium | ONNX | float | Snapdragon® 8 Gen 3 Mobile | 0.617 ms | 0 - 29 MB | NPU
68
+ | QuickSRNetMedium | ONNX | float | Snapdragon® 8 Gen 1 Mobile | 1.368 ms | 0 - 36 MB | NPU
69
+ | QuickSRNetMedium | ONNX | float | Qualcomm® Dragonwing™ IQ-8275 | 1.251 ms | 0 - 4 MB | NPU
70
+ | QuickSRNetMedium | ONNX | float | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 0.974 ms | 0 - 2 MB | NPU
71
+ | QuickSRNetMedium | ONNX | float | Qualcomm® QCS8450 | 1.368 ms | 0 - 36 MB | NPU
72
+ | QuickSRNetMedium | ONNX | float | Qualcomm® Dragonwing™ IQ-9075 | 1.408 ms | 7 - 10 MB | NPU
73
+ | QuickSRNetMedium | ONNX | float | Qualcomm® Dragonwing™ IQ-X7181 | 0.931 ms | 8 - 8 MB | NPU
74
+ | QuickSRNetMedium | ONNX | float | Qualcomm® Dragonwing™ Q-8750 | 0.507 ms | 0 - 19 MB | NPU
75
+ | QuickSRNetMedium | ONNX | float | Snapdragon® 8 Elite Mobile | 0.507 ms | 0 - 19 MB | NPU
76
+ | QuickSRNetMedium | ONNX | float | Snapdragon® 8 Elite Gen 5 Mobile | 0.433 ms | 0 - 20 MB | NPU
77
+ | QuickSRNetMedium | ONNX | w8a8 | Snapdragon® X2 Elite | 0.218 ms | 3 - 3 MB | NPU
78
+ | QuickSRNetMedium | ONNX | w8a8 | Snapdragon® X Elite | 0.493 ms | 3 - 3 MB | NPU
79
+ | QuickSRNetMedium | ONNX | w8a8 | Snapdragon® 8 Gen 3 Mobile | 0.323 ms | 0 - 30 MB | NPU
80
+ | QuickSRNetMedium | ONNX | w8a8 | Snapdragon® 8 Gen 1 Mobile | 0.625 ms | 0 - 35 MB | NPU
81
+ | QuickSRNetMedium | ONNX | w8a8 | Qualcomm® Dragonwing™ QCS6490 | 1.796 ms | 0 - 3 MB | NPU
82
+ | QuickSRNetMedium | ONNX | w8a8 | Qualcomm® Dragonwing™ IQ-8275 | 0.56 ms | 0 - 4 MB | NPU
83
+ | QuickSRNetMedium | ONNX | w8a8 | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 0.508 ms | 0 - 61 MB | NPU
84
+ | QuickSRNetMedium | ONNX | w8a8 | Qualcomm® QCS8450 | 0.625 ms | 0 - 35 MB | NPU
85
+ | QuickSRNetMedium | ONNX | w8a8 | Qualcomm® Dragonwing™ IQ-9075 | 0.654 ms | 0 - 3 MB | NPU
86
+ | QuickSRNetMedium | ONNX | w8a8 | Qualcomm® Dragonwing™ IQ-X7181 | 0.493 ms | 3 - 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 | 0.543 ms | 0 - 19 MB | NPU
89
  | QuickSRNetMedium | ONNX | w8a8 | Qualcomm® Dragonwing™ Q-8750 | 0.245 ms | 0 - 19 MB | NPU
90
  | QuickSRNetMedium | ONNX | w8a8 | Snapdragon® 8 Elite Mobile | 0.245 ms | 0 - 19 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 | 0.543 ms | 0 - 19 MB | NPU
93
+ | QuickSRNetMedium | QNN_DLC | float | Snapdragon® X2 Elite | 0.47 ms | 0 - 0 MB | NPU
94
+ | QuickSRNetMedium | QNN_DLC | float | Snapdragon® X Elite | 0.867 ms | 0 - 0 MB | NPU
95
+ | QuickSRNetMedium | QNN_DLC | float | Snapdragon® 8 Gen 3 Mobile | 0.49 ms | 0 - 29 MB | NPU
96
+ | QuickSRNetMedium | QNN_DLC | float | Snapdragon® 8 Gen 1 Mobile | 1.166 ms | 0 - 35 MB | NPU
97
+ | QuickSRNetMedium | QNN_DLC | float | Qualcomm® Dragonwing™ IQ-8275 | 1.025 ms | 0 - 6 MB | NPU
98
+ | QuickSRNetMedium | QNN_DLC | float | Qualcomm® Dragonwing™ IQ-8275 | 2.485 ms | 0 - 21 MB | NPU
99
+ | QuickSRNetMedium | QNN_DLC | float | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 0.822 ms | 0 - 2 MB | NPU
100
+ | QuickSRNetMedium | QNN_DLC | float | Qualcomm® SA8775P | 1.19 ms | 0 - 22 MB | NPU
101
+ | QuickSRNetMedium | QNN_DLC | float | Qualcomm® SA8650P | 1.19 ms | 0 - 22 MB | NPU
102
+ | QuickSRNetMedium | QNN_DLC | float | Qualcomm® SA8255P | 1.19 ms | 0 - 22 MB | NPU
103
+ | QuickSRNetMedium | QNN_DLC | float | Qualcomm® QCS8450 | 1.166 ms | 0 - 35 MB | NPU
104
+ | QuickSRNetMedium | QNN_DLC | float | Qualcomm® Dragonwing™ IQ-9075 | 1.072 ms | 0 - 5 MB | NPU
105
+ | QuickSRNetMedium | QNN_DLC | float | Qualcomm® Dragonwing™ IQ-X7181 | 0.867 ms | 0 - 0 MB | NPU
106
+ | QuickSRNetMedium | QNN_DLC | float | Qualcomm® Dragonwing™ Q-8750 | 0.428 ms | 0 - 21 MB | NPU
107
+ | QuickSRNetMedium | QNN_DLC | float | Qualcomm® SA7255P | 2.485 ms | 0 - 21 MB | NPU
108
+ | QuickSRNetMedium | QNN_DLC | float | Qualcomm® SA8295P | 1.569 ms | 0 - 18 MB | NPU
109
+ | QuickSRNetMedium | QNN_DLC | float | Snapdragon® 8 Elite Mobile | 0.428 ms | 0 - 21 MB | NPU
110
+ | QuickSRNetMedium | QNN_DLC | float | Snapdragon® 8 Elite Gen 5 Mobile | 0.369 ms | 0 - 22 MB | NPU
111
+ | QuickSRNetMedium | QNN_DLC | w8a8 | Snapdragon® X2 Elite | 0.243 ms | 0 - 0 MB | NPU
112
+ | QuickSRNetMedium | QNN_DLC | w8a8 | Snapdragon® X Elite | 0.463 ms | 0 - 0 MB | NPU
113
+ | QuickSRNetMedium | QNN_DLC | w8a8 | Snapdragon® 8 Gen 3 Mobile | 0.23 ms | 0 - 29 MB | NPU
114
+ | QuickSRNetMedium | QNN_DLC | w8a8 | Snapdragon® 8 Gen 1 Mobile | 0.443 ms | 0 - 34 MB | NPU
115
+ | QuickSRNetMedium | QNN_DLC | w8a8 | Qualcomm® Dragonwing™ QCS6490 | 1.424 ms | 2 - 4 MB | NPU
116
+ | QuickSRNetMedium | QNN_DLC | w8a8 | Qualcomm® Dragonwing™ IQ-8275 | 0.434 ms | 0 - 3 MB | NPU
117
+ | QuickSRNetMedium | QNN_DLC | w8a8 | Qualcomm® Dragonwing™ IQ-8275 | 0.915 ms | 0 - 20 MB | NPU
118
+ | QuickSRNetMedium | QNN_DLC | w8a8 | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 0.35 ms | 0 - 5 MB | NPU
119
+ | QuickSRNetMedium | QNN_DLC | w8a8 | Qualcomm® SA8775P | 0.546 ms | 0 - 21 MB | NPU
120
+ | QuickSRNetMedium | QNN_DLC | w8a8 | Qualcomm® SA8650P | 0.546 ms | 0 - 21 MB | NPU
121
+ | QuickSRNetMedium | QNN_DLC | w8a8 | Qualcomm® SA8255P | 0.546 ms | 0 - 21 MB | NPU
122
+ | QuickSRNetMedium | QNN_DLC | w8a8 | Qualcomm® QCS8450 | 0.443 ms | 0 - 34 MB | NPU
123
  | QuickSRNetMedium | QNN_DLC | w8a8 | Qualcomm® Dragonwing™ IQ-9075 | 0.477 ms | 0 - 2 MB | NPU
124
+ | QuickSRNetMedium | QNN_DLC | w8a8 | Qualcomm® Dragonwing™ IQ-X7181 | 0.463 ms | 0 - 0 MB | NPU
125
+ | QuickSRNetMedium | QNN_DLC | w8a8 | Qualcomm® Dragonwing™ Q-6690 | 1.747 ms | 0 - 18 MB | NPU
126
+ | QuickSRNetMedium | QNN_DLC | w8a8 | Qualcomm® Dragonwing™ Q-7790 | 0.388 ms | 0 - 19 MB | NPU
127
+ | QuickSRNetMedium | QNN_DLC | w8a8 | Qualcomm® Dragonwing™ Q-8750 | 0.221 ms | 0 - 26 MB | NPU
128
+ | QuickSRNetMedium | QNN_DLC | w8a8 | Qualcomm® SA7255P | 0.915 ms | 0 - 20 MB | NPU
129
+ | QuickSRNetMedium | QNN_DLC | w8a8 | Qualcomm® SA8295P | 0.742 ms | 0 - 17 MB | NPU
130
+ | QuickSRNetMedium | QNN_DLC | w8a8 | Snapdragon® 8 Elite Mobile | 0.221 ms | 0 - 26 MB | NPU
131
+ | QuickSRNetMedium | QNN_DLC | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 0.167 ms | 0 - 21 MB | NPU
132
+ | QuickSRNetMedium | QNN_DLC | w8a8 | Snapdragon® 7 Gen 4 Mobile | 0.388 ms | 0 - 19 MB | NPU
133
+ | QuickSRNetMedium | TFLITE | float | Snapdragon® 8 Gen 3 Mobile | 0.671 ms | 0 - 30 MB | NPU
134
+ | QuickSRNetMedium | TFLITE | float | Snapdragon® 8 Gen 1 Mobile | 1.453 ms | 0 - 35 MB | NPU
135
+ | QuickSRNetMedium | TFLITE | float | Qualcomm® Dragonwing™ IQ-8275 | 1.307 ms | 0 - 6 MB | NPU
136
+ | QuickSRNetMedium | TFLITE | float | Qualcomm® Dragonwing™ IQ-8275 | 3.121 ms | 0 - 22 MB | NPU
137
+ | QuickSRNetMedium | TFLITE | float | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 1.086 ms | 0 - 1 MB | NPU
138
+ | QuickSRNetMedium | TFLITE | float | Qualcomm® SA8775P | 1.574 ms | 0 - 23 MB | NPU
139
+ | QuickSRNetMedium | TFLITE | float | Qualcomm® SA8650P | 1.574 ms | 0 - 23 MB | NPU
140
+ | QuickSRNetMedium | TFLITE | float | Qualcomm® SA8255P | 1.574 ms | 0 - 23 MB | NPU
141
+ | QuickSRNetMedium | TFLITE | float | Qualcomm® QCS8450 | 1.453 ms | 0 - 35 MB | NPU
142
+ | QuickSRNetMedium | TFLITE | float | Qualcomm® Dragonwing™ IQ-9075 | 1.67 ms | 3 - 8 MB | NPU
143
+ | QuickSRNetMedium | TFLITE | float | Qualcomm® Dragonwing™ Q-8750 | 0.495 ms | 0 - 26 MB | NPU
144
+ | QuickSRNetMedium | TFLITE | float | Qualcomm® SA7255P | 3.121 ms | 0 - 22 MB | NPU
145
+ | QuickSRNetMedium | TFLITE | float | Qualcomm® SA8295P | 1.796 ms | 0 - 18 MB | NPU
146
+ | QuickSRNetMedium | TFLITE | float | Snapdragon® 8 Elite Mobile | 0.495 ms | 0 - 26 MB | NPU
147
+ | QuickSRNetMedium | TFLITE | float | Snapdragon® 8 Elite Gen 5 Mobile | 0.432 ms | 0 - 22 MB | NPU
148
+ | QuickSRNetMedium | TFLITE | w8a8 | Snapdragon® 8 Gen 3 Mobile | 0.28 ms | 0 - 28 MB | NPU
149
+ | QuickSRNetMedium | TFLITE | w8a8 | Snapdragon® 8 Gen 1 Mobile | 0.523 ms | 0 - 35 MB | NPU
150
+ | QuickSRNetMedium | TFLITE | w8a8 | Qualcomm® Dragonwing™ QCS6490 | 1.172 ms | 0 - 3 MB | NPU
151
+ | QuickSRNetMedium | TFLITE | w8a8 | Qualcomm® Dragonwing™ IQ-8275 | 0.508 ms | 0 - 3 MB | NPU
152
+ | QuickSRNetMedium | TFLITE | w8a8 | Qualcomm® Dragonwing™ IQ-8275 | 0.965 ms | 0 - 20 MB | NPU
153
+ | QuickSRNetMedium | TFLITE | w8a8 | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 0.447 ms | 0 - 27 MB | NPU
154
+ | QuickSRNetMedium | TFLITE | w8a8 | Qualcomm® SA8775P | 0.642 ms | 0 - 21 MB | NPU
155
+ | QuickSRNetMedium | TFLITE | w8a8 | Qualcomm® SA8650P | 0.642 ms | 0 - 21 MB | NPU
156
+ | QuickSRNetMedium | TFLITE | w8a8 | Qualcomm® SA8255P | 0.642 ms | 0 - 21 MB | NPU
157
+ | QuickSRNetMedium | TFLITE | w8a8 | Qualcomm® QCS8450 | 0.523 ms | 0 - 35 MB | NPU
158
  | QuickSRNetMedium | TFLITE | w8a8 | Qualcomm® Dragonwing™ IQ-9075 | 0.585 ms | 0 - 3 MB | NPU
159
+ | QuickSRNetMedium | TFLITE | w8a8 | Qualcomm® Dragonwing™ Q-6690 | 1.947 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 | 0.226 ms | 0 - 20 MB | NPU
162
+ | QuickSRNetMedium | TFLITE | w8a8 | Qualcomm® SA7255P | 0.965 ms | 0 - 20 MB | NPU
163
+ | QuickSRNetMedium | TFLITE | w8a8 | Qualcomm® SA8295P | 0.852 ms | 0 - 17 MB | NPU
164
+ | QuickSRNetMedium | TFLITE | w8a8 | Snapdragon® 8 Elite Mobile | 0.226 ms | 0 - 20 MB | NPU
165
+ | QuickSRNetMedium | TFLITE | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 0.19 ms | 0 - 21 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
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/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
  },
@@ -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/v0.59.0/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
  }
 
1
  {
2
+ "version": "0.60.0",
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/v0.60.0/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/v0.60.0/quicksrnetmedium-qnn_dlc-float.zip"
18
  },
19
  "tflite": {
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  "tool_versions": {
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  "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/v0.60.0/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/v0.60.0/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/v0.60.0/quicksrnetmedium-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/quicksrnetmedium/releases/v0.60.0/quicksrnetmedium-tflite-w8a8.zip"
47
  }
48
  }
49
  }