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ESRGAN

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v0.58.0

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See https://github.com/qualcomm/ai-hub-models/releases/v0.58.0 for changelog.

Files changed (2) hide show
  1. README.md +86 -80
  2. release_assets.json +6 -6
README.md CHANGED
@@ -14,7 +14,7 @@ pipeline_tag: image-to-image
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  ESRGAN is a machine learning model that upscales an image with minimal loss in quality.
15
 
16
  This is based on the implementation of ESRGAN found [here](https://github.com/xinntao/ESRGAN/).
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/v0.57.3/src/qai_hub_models/models/esrgan) 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
 
@@ -27,25 +27,25 @@ Below are pre-exported model assets ready for deployment.
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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/esrgan/releases/v0.57.3/esrgan-onnx-float.zip)
31
- | ONNX | w8a16 | Universal | QAIRT 2.45, ONNX Runtime 1.25.0 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/esrgan/releases/v0.57.3/esrgan-onnx-w8a16.zip)
32
- | QNN_DLC | float | Universal | QAIRT 2.45 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/esrgan/releases/v0.57.3/esrgan-qnn_dlc-float.zip)
33
- | QNN_DLC | w8a16 | Universal | QAIRT 2.45 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/esrgan/releases/v0.57.3/esrgan-qnn_dlc-w8a16.zip)
34
- | TFLITE | float | Universal | QAIRT 2.45 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/esrgan/releases/v0.57.3/esrgan-tflite-float.zip)
35
 
36
  For more device-specific assets and performance metrics, visit **[ESRGAN on Qualcomm® AI Hub](https://aihub.qualcomm.com/models/esrgan)**.
37
 
38
 
39
  ### Option 2: Export with Custom Configurations
40
 
41
- Use the [Qualcomm® AI Hub Models](https://github.com/qualcomm/ai-hub-models/blob/v0.57.3/src/qai_hub_models/models/esrgan) Python library to compile and export the model with your own:
42
  - Custom weights (e.g., fine-tuned checkpoints)
43
  - Custom input shapes
44
  - Target device and runtime configurations
45
 
46
  This option is ideal if you need to customize the model beyond the default configuration provided here.
47
 
48
- See our repository for [ESRGAN on GitHub](https://github.com/qualcomm/ai-hub-models/blob/v0.57.3/src/qai_hub_models/models/esrgan) for usage instructions.
49
 
50
  ## Model Details
51
 
@@ -60,78 +60,84 @@ See our repository for [ESRGAN on GitHub](https://github.com/qualcomm/ai-hub-mod
60
  ## Performance Summary
61
  | Model | Runtime | Precision | Chipset | Inference Time (ms) | Peak Memory Range (MB) | Primary Compute Unit
62
  |---|---|---|---|---|---|---
63
- | ESRGAN | ONNX | float | Snapdragon® X2 Elite | 34.276 ms | 212 - 212 MB | NPU
64
- | ESRGAN | ONNX | float | Snapdragon® X Elite | 65.484 ms | 149 - 149 MB | NPU
65
- | ESRGAN | ONNX | float | Snapdragon® 8 Gen 3 Mobile | 50.833 ms | 8 - 744 MB | NPU
66
- | ESRGAN | ONNX | float | Snapdragon® 8 Gen 1 Mobile | 121.055 ms | 3 - 729 MB | NPU
67
- | ESRGAN | ONNX | float | Qualcomm® QCS8550 (Proxy) | 64.863 ms | 7 - 10 MB | NPU
68
- | ESRGAN | ONNX | float | Qualcomm® QCS8450 | 121.055 ms | 3 - 729 MB | NPU
69
- | ESRGAN | ONNX | float | Snapdragon® 8 Elite Mobile | 38.156 ms | 6 - 353 MB | NPU
70
- | ESRGAN | ONNX | float | Snapdragon® 8 Elite Gen 5 Mobile | 27.615 ms | 6 - 358 MB | NPU
71
- | ESRGAN | ONNX | float | Qualcomm® QCS9075 | 107.039 ms | 7 - 52 MB | NPU
72
- | ESRGAN | ONNX | float | Qualcomm® QCS8750 | 38.156 ms | 6 - 353 MB | NPU
73
- | ESRGAN | ONNX | float | Qualcomm® QCS7181 | 65.484 ms | 149 - 149 MB | NPU
74
- | ESRGAN | ONNX | w8a16 | Snapdragon® X2 Elite | 22.011 ms | 212 - 212 MB | NPU
75
- | ESRGAN | ONNX | w8a16 | Snapdragon® X Elite | 43.602 ms | 149 - 149 MB | NPU
76
- | ESRGAN | ONNX | w8a16 | Snapdragon® 8 Gen 3 Mobile | 32.036 ms | 3 - 1120 MB | NPU
77
- | ESRGAN | ONNX | w8a16 | Snapdragon® 8 Gen 1 Mobile | 84.74 ms | 0 - 1215 MB | NPU
78
- | ESRGAN | ONNX | w8a16 | Qualcomm® QCS6490 | 244.057 ms | 3 - 48 MB | NPU
79
- | ESRGAN | ONNX | w8a16 | Qualcomm® QCS8550 (Proxy) | 42.22 ms | 0 - 32 MB | NPU
80
- | ESRGAN | ONNX | w8a16 | Qualcomm® QCS8450 | 84.74 ms | 0 - 1215 MB | NPU
81
- | ESRGAN | ONNX | w8a16 | Qualcomm® QCS9075 | 45.393 ms | 3 - 48 MB | NPU
82
- | ESRGAN | ONNX | w8a16 | Snapdragon® 8 Elite Gen 5 Mobile | 17.336 ms | 3 - 1087 MB | NPU
83
- | ESRGAN | ONNX | w8a16 | Snapdragon® 8 Elite Mobile | 26.611 ms | 3 - 923 MB | NPU
84
- | ESRGAN | ONNX | w8a16 | Snapdragon® 7 Gen 4 Mobile | 90.31 ms | 5 - 782 MB | NPU
85
- | ESRGAN | ONNX | w8a16 | Qualcomm® QCM6690 | 1098.627 ms | 4 - 723 MB | NPU
86
- | ESRGAN | ONNX | w8a16 | Qualcomm® QCS7790 | 90.31 ms | 5 - 782 MB | NPU
87
- | ESRGAN | ONNX | w8a16 | Qualcomm® QCS8750 | 26.611 ms | 3 - 923 MB | NPU
88
- | ESRGAN | ONNX | w8a16 | Qualcomm® QCS7181 | 43.602 ms | 149 - 149 MB | NPU
89
- | ESRGAN | QNN_DLC | float | Snapdragon® X2 Elite | 34.377 ms | 0 - 0 MB | NPU
90
- | ESRGAN | QNN_DLC | float | Snapdragon® X Elite | 64.985 ms | 0 - 0 MB | NPU
91
- | ESRGAN | QNN_DLC | float | Snapdragon® 8 Gen 3 Mobile | 49.108 ms | 0 - 704 MB | NPU
92
- | ESRGAN | QNN_DLC | float | Snapdragon® 8 Gen 1 Mobile | 122.704 ms | 0 - 710 MB | NPU
93
- | ESRGAN | QNN_DLC | float | Qualcomm® QCS8275 | 451.991 ms | 1 - 352 MB | NPU
94
- | ESRGAN | QNN_DLC | float | Qualcomm® QCS8550 (Proxy) | 65.679 ms | 0 - 636 MB | NPU
95
- | ESRGAN | QNN_DLC | float | Qualcomm® QCS8450 | 122.704 ms | 0 - 710 MB | NPU
96
- | ESRGAN | QNN_DLC | float | Snapdragon® 8 Elite Mobile | 37.943 ms | 0 - 334 MB | NPU
97
- | ESRGAN | QNN_DLC | float | Qualcomm® SA8295P | 111.388 ms | 1 - 359 MB | NPU
98
- | ESRGAN | QNN_DLC | float | Snapdragon® 8 Elite Gen 5 Mobile | 25.371 ms | 0 - 334 MB | NPU
99
- | ESRGAN | QNN_DLC | float | Qualcomm® SA7255P | 451.991 ms | 1 - 352 MB | NPU
100
- | ESRGAN | QNN_DLC | float | Qualcomm® QCS9075 | 106.612 ms | 0 - 5 MB | NPU
101
- | ESRGAN | QNN_DLC | float | Qualcomm® QCS8750 | 37.943 ms | 0 - 334 MB | NPU
102
- | ESRGAN | QNN_DLC | float | Qualcomm® QCS7181 | 64.985 ms | 0 - 0 MB | NPU
103
- | ESRGAN | QNN_DLC | w8a16 | Snapdragon® X2 Elite | 21.919 ms | 0 - 0 MB | NPU
104
- | ESRGAN | QNN_DLC | w8a16 | Snapdragon® X Elite | 43.142 ms | 0 - 0 MB | NPU
105
- | ESRGAN | QNN_DLC | w8a16 | Snapdragon® 8 Gen 3 Mobile | 31.332 ms | 0 - 1038 MB | NPU
106
- | ESRGAN | QNN_DLC | w8a16 | Snapdragon® 8 Gen 1 Mobile | 77.666 ms | 1 - 1114 MB | NPU
107
- | ESRGAN | QNN_DLC | w8a16 | Qualcomm® QCS6490 | 241.622 ms | 0 - 3 MB | NPU
108
- | ESRGAN | QNN_DLC | w8a16 | Qualcomm® QCS8275 | 132.941 ms | 1 - 672 MB | NPU
109
- | ESRGAN | QNN_DLC | w8a16 | Qualcomm® QCS8550 (Proxy) | 41.621 ms | 0 - 22 MB | NPU
110
- | ESRGAN | QNN_DLC | w8a16 | Qualcomm® QCS8450 | 77.666 ms | 1 - 1114 MB | NPU
111
- | ESRGAN | QNN_DLC | w8a16 | Qualcomm® QCS9075 | 43.985 ms | 0 - 3 MB | NPU
112
- | ESRGAN | QNN_DLC | w8a16 | Snapdragon® 8 Elite Gen 5 Mobile | 16.041 ms | 0 - 1004 MB | NPU
113
- | ESRGAN | QNN_DLC | w8a16 | Snapdragon® 8 Elite Mobile | 27.95 ms | 0 - 843 MB | NPU
114
- | ESRGAN | QNN_DLC | w8a16 | Qualcomm® SA8295P | 65.098 ms | 0 - 717 MB | NPU
115
- | ESRGAN | QNN_DLC | w8a16 | Snapdragon® 7 Gen 4 Mobile | 89.28 ms | 0 - 695 MB | NPU
116
- | ESRGAN | QNN_DLC | w8a16 | Qualcomm® QCM6690 | 1115.136 ms | 0 - 642 MB | NPU
117
- | ESRGAN | QNN_DLC | w8a16 | Qualcomm® SA7255P | 132.941 ms | 1 - 672 MB | NPU
118
- | ESRGAN | QNN_DLC | w8a16 | Qualcomm® QCS7790 | 89.28 ms | 0 - 695 MB | NPU
119
- | ESRGAN | QNN_DLC | w8a16 | Qualcomm® QCS8750 | 27.95 ms | 0 - 843 MB | NPU
120
- | ESRGAN | QNN_DLC | w8a16 | Qualcomm® QCS7181 | 43.142 ms | 0 - 0 MB | NPU
121
- | ESRGAN | TFLITE | float | Snapdragon® 8 Gen 3 Mobile | 48.867 ms | 3 - 744 MB | NPU
122
- | ESRGAN | TFLITE | float | Snapdragon® 8 Gen 1 Mobile | 118.585 ms | 0 - 740 MB | NPU
123
- | ESRGAN | TFLITE | float | Qualcomm® QCS8275 | 452.109 ms | 4 - 396 MB | NPU
124
- | ESRGAN | TFLITE | float | Qualcomm® QCS8550 (Proxy) | 62.248 ms | 3 - 6 MB | NPU
125
- | ESRGAN | TFLITE | float | Qualcomm® SA8775P | 14382.23 ms | 3 - 43 MB | GPU
126
- | ESRGAN | TFLITE | float | Qualcomm® SA8650P | 14382.23 ms | 3 - 43 MB | GPU
127
- | ESRGAN | TFLITE | float | Qualcomm® SA8255P | 14382.23 ms | 3 - 43 MB | GPU
128
- | ESRGAN | TFLITE | float | Qualcomm® QCS8450 | 118.585 ms | 0 - 740 MB | NPU
129
- | ESRGAN | TFLITE | float | Snapdragon® 8 Elite Mobile | 37.779 ms | 3 - 375 MB | NPU
130
- | ESRGAN | TFLITE | float | Qualcomm® SA8295P | 111.392 ms | 3 - 392 MB | NPU
131
- | ESRGAN | TFLITE | float | Snapdragon® 8 Elite Gen 5 Mobile | 25.239 ms | 3 - 365 MB | NPU
132
- | ESRGAN | TFLITE | float | Qualcomm® SA7255P | 452.109 ms | 4 - 396 MB | NPU
133
- | ESRGAN | TFLITE | float | Qualcomm® QCS9075 | 108.259 ms | 3 - 46 MB | NPU
134
- | ESRGAN | TFLITE | float | Qualcomm® QCS8750 | 37.779 ms | 3 - 375 MB | NPU
 
 
 
 
 
 
135
 
136
  ## License
137
  * The license for the original implementation of ESRGAN can be found
 
14
  ESRGAN is a machine learning model that upscales an image with minimal loss in quality.
15
 
16
  This is based on the implementation of ESRGAN found [here](https://github.com/xinntao/ESRGAN/).
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/esrgan) 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 1.25.0 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/esrgan/releases/v0.58.0/esrgan-onnx-float.zip)
31
+ | ONNX | w8a16 | Universal | QAIRT 2.45, ONNX Runtime 1.25.0 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/esrgan/releases/v0.58.0/esrgan-onnx-w8a16.zip)
32
+ | QNN_DLC | float | Universal | QAIRT 2.45 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/esrgan/releases/v0.58.0/esrgan-qnn_dlc-float.zip)
33
+ | QNN_DLC | w8a16 | Universal | QAIRT 2.45 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/esrgan/releases/v0.58.0/esrgan-qnn_dlc-w8a16.zip)
34
+ | TFLITE | float | Universal | QAIRT 2.45 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/esrgan/releases/v0.58.0/esrgan-tflite-float.zip)
35
 
36
  For more device-specific assets and performance metrics, visit **[ESRGAN on Qualcomm® AI Hub](https://aihub.qualcomm.com/models/esrgan)**.
37
 
38
 
39
  ### Option 2: Export with Custom Configurations
40
 
41
+ Use the [Qualcomm® AI Hub Models](https://github.com/qualcomm/ai-hub-models/blob/v0.58.0/src/qai_hub_models/models/esrgan) Python library to compile and export the model with your own:
42
  - Custom weights (e.g., fine-tuned checkpoints)
43
  - Custom input shapes
44
  - Target device and runtime configurations
45
 
46
  This option is ideal if you need to customize the model beyond the default configuration provided here.
47
 
48
+ See our repository for [ESRGAN on GitHub](https://github.com/qualcomm/ai-hub-models/blob/v0.58.0/src/qai_hub_models/models/esrgan) for usage instructions.
49
 
50
  ## Model Details
51
 
 
60
  ## Performance Summary
61
  | Model | Runtime | Precision | Chipset | Inference Time (ms) | Peak Memory Range (MB) | Primary Compute Unit
62
  |---|---|---|---|---|---|---
63
+ | ESRGAN | ONNX | float | Snapdragon® X2 Elite | 34.373 ms | 8 - 8 MB | NPU
64
+ | ESRGAN | ONNX | float | Snapdragon® X Elite | 65.409 ms | 38 - 38 MB | NPU
65
+ | ESRGAN | ONNX | float | Snapdragon® 8 Gen 3 Mobile | 49.614 ms | 0 - 745 MB | NPU
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+ | ESRGAN | ONNX | float | Snapdragon® 8 Gen 1 Mobile | 148.068 ms | 1 - 735 MB | NPU
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+ | ESRGAN | ONNX | float | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 67.114 ms | 0 - 43 MB | NPU
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+ | ESRGAN | ONNX | float | Qualcomm® QCS8450 | 148.068 ms | 1 - 735 MB | NPU
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+ | ESRGAN | ONNX | float | Snapdragon® 8 Elite Gen 5 Mobile | 26.907 ms | 5 - 357 MB | NPU
70
+ | ESRGAN | ONNX | float | Snapdragon® 8 Elite Mobile | 38.622 ms | 8 - 357 MB | NPU
71
+ | ESRGAN | ONNX | float | Qualcomm® Dragonwing™ Q-8750 | 38.622 ms | 8 - 357 MB | NPU
72
+ | ESRGAN | ONNX | float | Qualcomm® Dragonwing™ IQ-X7181 | 65.409 ms | 38 - 38 MB | NPU
73
+ | ESRGAN | ONNX | float | Qualcomm® Dragonwing™ IQ-9075 | 107.039 ms | 7 - 52 MB | NPU
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+ | ESRGAN | ONNX | w8a16 | Snapdragon® X2 Elite | 22.012 ms | 4 - 4 MB | NPU
75
+ | ESRGAN | ONNX | w8a16 | Snapdragon® X Elite | 43.476 ms | 26 - 26 MB | NPU
76
+ | ESRGAN | ONNX | w8a16 | Snapdragon® 8 Gen 3 Mobile | 32.056 ms | 3 - 1130 MB | NPU
77
+ | ESRGAN | ONNX | w8a16 | Snapdragon® 8 Gen 1 Mobile | 84.013 ms | 4 - 1214 MB | NPU
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+ | ESRGAN | ONNX | w8a16 | Qualcomm® Dragonwing™ QCS6490 | 323.426 ms | 3 - 6 MB | NPU
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+ | ESRGAN | ONNX | w8a16 | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 42.546 ms | 0 - 32 MB | NPU
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+ | ESRGAN | ONNX | w8a16 | Qualcomm® QCS8450 | 84.013 ms | 4 - 1214 MB | NPU
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+ | ESRGAN | ONNX | w8a16 | Snapdragon® 7 Gen 4 Mobile | 89.842 ms | 3 - 781 MB | NPU
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+ | ESRGAN | ONNX | w8a16 | Snapdragon® 8 Elite Gen 5 Mobile | 16.936 ms | 3 - 1090 MB | NPU
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+ | ESRGAN | ONNX | w8a16 | Qualcomm® Dragonwing™ Q-6690 | 1077.961 ms | 0 - 725 MB | NPU
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+ | ESRGAN | ONNX | w8a16 | Qualcomm® Dragonwing™ IQ-9075 | 45.393 ms | 3 - 48 MB | NPU
85
+ | ESRGAN | ONNX | w8a16 | Snapdragon® 8 Elite Mobile | 26.47 ms | 3 - 923 MB | NPU
86
+ | ESRGAN | ONNX | w8a16 | Qualcomm® Dragonwing™ Q-7790 | 89.842 ms | 3 - 781 MB | NPU
87
+ | ESRGAN | ONNX | w8a16 | Qualcomm® Dragonwing™ Q-8750 | 26.47 ms | 3 - 923 MB | NPU
88
+ | ESRGAN | ONNX | w8a16 | Qualcomm® Dragonwing™ IQ-X7181 | 43.476 ms | 26 - 26 MB | NPU
89
+ | ESRGAN | QNN_DLC | float | Snapdragon® X2 Elite | 34.365 ms | 0 - 0 MB | NPU
90
+ | ESRGAN | QNN_DLC | float | Snapdragon® X Elite | 64.979 ms | 0 - 0 MB | NPU
91
+ | ESRGAN | QNN_DLC | float | Snapdragon® 8 Gen 3 Mobile | 49.483 ms | 0 - 706 MB | NPU
92
+ | ESRGAN | QNN_DLC | float | Snapdragon® 8 Gen 1 Mobile | 130.701 ms | 0 - 708 MB | NPU
93
+ | ESRGAN | QNN_DLC | float | Qualcomm® QCS8275 | 452.056 ms | 1 - 353 MB | NPU
94
+ | ESRGAN | QNN_DLC | float | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 65.392 ms | 0 - 2 MB | NPU
95
+ | ESRGAN | QNN_DLC | float | Qualcomm® SA8775P | 105.496 ms | 1 - 352 MB | NPU
96
+ | ESRGAN | QNN_DLC | float | Qualcomm® SA8650P | 105.496 ms | 1 - 352 MB | NPU
97
+ | ESRGAN | QNN_DLC | float | Qualcomm® SA8255P | 105.496 ms | 1 - 352 MB | NPU
98
+ | ESRGAN | QNN_DLC | float | Qualcomm® QCS8450 | 130.701 ms | 0 - 708 MB | NPU
99
+ | ESRGAN | QNN_DLC | float | Snapdragon® 8 Elite Gen 5 Mobile | 26.21 ms | 0 - 335 MB | NPU
100
+ | ESRGAN | QNN_DLC | float | Qualcomm® SA7255P | 452.056 ms | 1 - 353 MB | NPU
101
+ | ESRGAN | QNN_DLC | float | Snapdragon® 8 Elite Mobile | 37.79 ms | 0 - 335 MB | NPU
102
+ | ESRGAN | QNN_DLC | float | Qualcomm® SA8295P | 111.355 ms | 0 - 359 MB | NPU
103
+ | ESRGAN | QNN_DLC | float | Qualcomm® Dragonwing™ Q-8750 | 37.79 ms | 0 - 335 MB | NPU
104
+ | ESRGAN | QNN_DLC | float | Qualcomm® Dragonwing™ IQ-X7181 | 64.979 ms | 0 - 0 MB | NPU
105
+ | ESRGAN | QNN_DLC | float | Qualcomm® Dragonwing™ IQ-9075 | 106.612 ms | 0 - 5 MB | NPU
106
+ | ESRGAN | QNN_DLC | w8a16 | Snapdragon® X2 Elite | 21.863 ms | 0 - 0 MB | NPU
107
+ | ESRGAN | QNN_DLC | w8a16 | Snapdragon® X Elite | 43.234 ms | 0 - 0 MB | NPU
108
+ | ESRGAN | QNN_DLC | w8a16 | Snapdragon® 8 Gen 3 Mobile | 31.539 ms | 0 - 1037 MB | NPU
109
+ | ESRGAN | QNN_DLC | w8a16 | Snapdragon® 8 Gen 1 Mobile | 81.224 ms | 1 - 1115 MB | NPU
110
+ | ESRGAN | QNN_DLC | w8a16 | Qualcomm® Dragonwing™ QCS6490 | 320.157 ms | 2 - 5 MB | NPU
111
+ | ESRGAN | QNN_DLC | w8a16 | Qualcomm® QCS8275 | 132.843 ms | 1 - 672 MB | NPU
112
+ | ESRGAN | QNN_DLC | w8a16 | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 42.106 ms | 0 - 610 MB | NPU
113
+ | ESRGAN | QNN_DLC | w8a16 | Qualcomm® SA8775P | 37.667 ms | 0 - 672 MB | NPU
114
+ | ESRGAN | QNN_DLC | w8a16 | Qualcomm® SA8650P | 37.667 ms | 0 - 672 MB | NPU
115
+ | ESRGAN | QNN_DLC | w8a16 | Qualcomm® SA8255P | 37.667 ms | 0 - 672 MB | NPU
116
+ | ESRGAN | QNN_DLC | w8a16 | Qualcomm® QCS8450 | 81.224 ms | 1 - 1115 MB | NPU
117
+ | ESRGAN | QNN_DLC | w8a16 | Snapdragon® 7 Gen 4 Mobile | 88.736 ms | 0 - 697 MB | NPU
118
+ | ESRGAN | QNN_DLC | w8a16 | Snapdragon® 8 Elite Gen 5 Mobile | 16.471 ms | 0 - 1003 MB | NPU
119
+ | ESRGAN | QNN_DLC | w8a16 | Qualcomm® Dragonwing™ Q-6690 | 1156.873 ms | 0 - 635 MB | NPU
120
+ | ESRGAN | QNN_DLC | w8a16 | Qualcomm® Dragonwing™ IQ-9075 | 38.041 ms | 2 - 5 MB | NPU
121
+ | ESRGAN | QNN_DLC | w8a16 | Qualcomm® SA7255P | 132.843 ms | 1 - 672 MB | NPU
122
+ | ESRGAN | QNN_DLC | w8a16 | Snapdragon® 8 Elite Mobile | 28.069 ms | 0 - 843 MB | NPU
123
+ | ESRGAN | QNN_DLC | w8a16 | Qualcomm® SA8295P | 65.063 ms | 0 - 717 MB | NPU
124
+ | ESRGAN | QNN_DLC | w8a16 | Qualcomm® Dragonwing™ Q-7790 | 88.736 ms | 0 - 697 MB | NPU
125
+ | ESRGAN | QNN_DLC | w8a16 | Qualcomm® Dragonwing™ Q-8750 | 28.069 ms | 0 - 843 MB | NPU
126
+ | ESRGAN | QNN_DLC | w8a16 | Qualcomm® Dragonwing™ IQ-X7181 | 43.234 ms | 0 - 0 MB | NPU
127
+ | ESRGAN | TFLITE | float | Snapdragon® 8 Gen 3 Mobile | 51.37 ms | 3 - 747 MB | NPU
128
+ | ESRGAN | TFLITE | float | Snapdragon® 8 Gen 1 Mobile | 128.931 ms | 3 - 746 MB | NPU
129
+ | ESRGAN | TFLITE | float | Qualcomm® QCS8275 | 451.996 ms | 4 - 396 MB | NPU
130
+ | ESRGAN | TFLITE | float | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 65.104 ms | 3 - 433 MB | NPU
131
+ | ESRGAN | TFLITE | float | Qualcomm® SA8775P | 105.572 ms | 3 - 396 MB | NPU
132
+ | ESRGAN | TFLITE | float | Qualcomm® SA8650P | 105.572 ms | 3 - 396 MB | NPU
133
+ | ESRGAN | TFLITE | float | Qualcomm® SA8255P | 105.572 ms | 3 - 396 MB | NPU
134
+ | ESRGAN | TFLITE | float | Qualcomm® QCS8450 | 128.931 ms | 3 - 746 MB | NPU
135
+ | ESRGAN | TFLITE | float | Snapdragon® 8 Elite Gen 5 Mobile | 26.204 ms | 1 - 364 MB | NPU
136
+ | ESRGAN | TFLITE | float | Qualcomm® SA7255P | 451.996 ms | 4 - 396 MB | NPU
137
+ | ESRGAN | TFLITE | float | Snapdragon® 8 Elite Mobile | 38.455 ms | 14 - 377 MB | NPU
138
+ | ESRGAN | TFLITE | float | Qualcomm® SA8295P | 111.369 ms | 3 - 392 MB | NPU
139
+ | ESRGAN | TFLITE | float | Qualcomm® Dragonwing™ Q-8750 | 38.455 ms | 14 - 377 MB | NPU
140
+ | ESRGAN | TFLITE | float | Qualcomm® Dragonwing™ IQ-9075 | 108.259 ms | 3 - 46 MB | NPU
141
 
142
  ## License
143
  * The license for the original implementation of ESRGAN can be found
release_assets.json CHANGED
@@ -1,5 +1,5 @@
1
  {
2
- "version": "0.57.3",
3
  "precisions": {
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  "float": {
5
  "universal_assets": {
@@ -8,20 +8,20 @@
8
  "qairt": "2.45.0.260326154327",
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  "litert": "1.4.4"
10
  },
11
- "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/esrgan/releases/v0.57.3/esrgan-tflite-float.zip"
12
  },
13
  "qnn_dlc": {
14
  "tool_versions": {
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  "qairt": "2.45.0.260326154327"
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  },
17
- "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/esrgan/releases/v0.57.3/esrgan-qnn_dlc-float.zip"
18
  },
19
  "onnx": {
20
  "tool_versions": {
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  "qairt": "2.45.0.260326154327",
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  "onnx_runtime": "1.25.0"
23
  },
24
- "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/esrgan/releases/v0.57.3/esrgan-onnx-float.zip"
25
  }
26
  }
27
  },
@@ -31,14 +31,14 @@
31
  "tool_versions": {
32
  "qairt": "2.45.0.260326154327"
33
  },
34
- "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/esrgan/releases/v0.57.3/esrgan-qnn_dlc-w8a16.zip"
35
  },
36
  "onnx": {
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  "tool_versions": {
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  "qairt": "2.45.0.260326154327",
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  "onnx_runtime": "1.25.0"
40
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41
- "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/esrgan/releases/v0.57.3/esrgan-onnx-w8a16.zip"
42
  }
43
  }
44
  }
 
1
  {
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8
  "qairt": "2.45.0.260326154327",
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  "litert": "1.4.4"
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+ "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/esrgan/releases/v0.58.0/esrgan-tflite-float.zip"
12
  },
13
  "qnn_dlc": {
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  "tool_versions": {
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  "qairt": "2.45.0.260326154327"
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  },
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+ "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/esrgan/releases/v0.58.0/esrgan-qnn_dlc-float.zip"
18
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  "onnx": {
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  "tool_versions": {
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  "onnx_runtime": "1.25.0"
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+ "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/esrgan/releases/v0.58.0/esrgan-onnx-float.zip"
25
  }
26
  }
27
  },
 
31
  "tool_versions": {
32
  "qairt": "2.45.0.260326154327"
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  },
34
+ "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/esrgan/releases/v0.58.0/esrgan-qnn_dlc-w8a16.zip"
35
  },
36
  "onnx": {
37
  "tool_versions": {
38
  "qairt": "2.45.0.260326154327",
39
  "onnx_runtime": "1.25.0"
40
  },
41
+ "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/esrgan/releases/v0.58.0/esrgan-onnx-w8a16.zip"
42
  }
43
  }
44
  }