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ESRGAN

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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 +90 -83
  2. release_assets.json +6 -6
README.md CHANGED
@@ -14,7 +14,7 @@ pipeline_tag: image-to-image
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/v0.59.0/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
 
@@ -27,114 +27,121 @@ Below are pre-exported model assets ready for deployment.
27
 
28
  | Runtime | Precision | Chipset | SDK Versions | Download |
29
  |---|---|---|---|---|
30
- | ONNX | float | Universal | QAIRT 2.45, ONNX Runtime 1.27.1 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/esrgan/releases/v0.59.0/esrgan-onnx-float.zip)
31
- | ONNX | w8a16 | Universal | QAIRT 2.45, ONNX Runtime 1.27.1 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/esrgan/releases/v0.59.0/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/v0.59.0/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/v0.59.0/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/v0.59.0/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/v0.59.0/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/v0.59.0/src/qai_hub_models/models/esrgan) for usage instructions.
49
 
50
  ## Model Details
51
 
52
  **Model Type:** Model_use_case.super_resolution
53
 
54
  **Model Stats:**
55
- - Model checkpoint: ESRGAN_x4
56
  - Input resolution: 128x128
57
- - Number of parameters: 16.7M
58
  - Model size (float): 63.9 MB
 
59
 
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 | 34.263 ms | 9 - 9 MB | NPU
64
- | ESRGAN | ONNX | float | Snapdragon® X Elite | 65.491 ms | 38 - 38 MB | NPU
65
- | ESRGAN | ONNX | float | Snapdragon® 8 Gen 3 Mobile | 50.456 ms | 0 - 745 MB | NPU
66
- | ESRGAN | ONNX | float | Snapdragon® 8 Gen 1 Mobile | 126.988 ms | 4 - 739 MB | NPU
67
- | ESRGAN | ONNX | float | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 69.332 ms | 7 - 27 MB | NPU
68
- | ESRGAN | ONNX | float | Qualcomm® QCS8450 | 126.988 ms | 4 - 739 MB | NPU
69
- | ESRGAN | ONNX | float | Qualcomm® Dragonwing™ IQ-9075 | 106.674 ms | 7 - 10 MB | NPU
70
- | ESRGAN | ONNX | float | Qualcomm® Dragonwing™ IQ-X7181 | 65.491 ms | 38 - 38 MB | NPU
71
- | ESRGAN | ONNX | float | Qualcomm® Dragonwing™ Q-8750 | 37.998 ms | 7 - 356 MB | NPU
72
- | ESRGAN | ONNX | float | Snapdragon® 8 Elite Mobile | 37.998 ms | 7 - 356 MB | NPU
73
- | ESRGAN | ONNX | float | Snapdragon® 8 Elite Gen 5 Mobile | 27.319 ms | 5 - 360 MB | NPU
74
- | ESRGAN | ONNX | w8a16 | Snapdragon® X2 Elite | 21.971 ms | 4 - 4 MB | NPU
75
- | ESRGAN | ONNX | w8a16 | Snapdragon® X Elite | 43.486 ms | 26 - 26 MB | NPU
76
- | ESRGAN | ONNX | w8a16 | Snapdragon® 8 Gen 3 Mobile | 32.193 ms | 3 - 1130 MB | NPU
77
- | ESRGAN | ONNX | w8a16 | Snapdragon® 8 Gen 1 Mobile | 86.206 ms | 4 - 1215 MB | NPU
78
- | ESRGAN | ONNX | w8a16 | Qualcomm® Dragonwing™ QCS6490 | 323.469 ms | 4 - 7 MB | NPU
79
- | ESRGAN | ONNX | w8a16 | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 42.264 ms | 0 - 31 MB | NPU
80
- | ESRGAN | ONNX | w8a16 | Qualcomm® QCS8450 | 86.206 ms | 4 - 1215 MB | NPU
81
- | ESRGAN | ONNX | w8a16 | Qualcomm® Dragonwing™ IQ-9075 | 37.762 ms | 3 - 6 MB | NPU
82
- | ESRGAN | ONNX | w8a16 | Qualcomm® Dragonwing™ IQ-X7181 | 43.486 ms | 26 - 26 MB | NPU
83
- | ESRGAN | ONNX | w8a16 | Qualcomm® Dragonwing™ Q-8750 | 26.581 ms | 3 - 924 MB | NPU
84
- | ESRGAN | ONNX | w8a16 | Snapdragon® 8 Elite Mobile | 26.581 ms | 3 - 924 MB | NPU
85
- | ESRGAN | ONNX | w8a16 | Snapdragon® 8 Elite Gen 5 Mobile | 16.833 ms | 1 - 1088 MB | NPU
86
- | ESRGAN | QNN_DLC | float | Snapdragon® X2 Elite | 34.365 ms | 0 - 0 MB | NPU
87
- | ESRGAN | QNN_DLC | float | Snapdragon® X Elite | 64.984 ms | 0 - 0 MB | NPU
88
- | ESRGAN | QNN_DLC | float | Snapdragon® 8 Gen 3 Mobile | 50.384 ms | 0 - 705 MB | NPU
89
- | ESRGAN | QNN_DLC | float | Snapdragon® 8 Gen 1 Mobile | 132.45 ms | 0 - 711 MB | NPU
90
- | ESRGAN | QNN_DLC | float | Qualcomm® Dragonwing™ QCS8275 | 452.066 ms | 1 - 352 MB | NPU
91
- | ESRGAN | QNN_DLC | float | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 68.068 ms | 0 - 8 MB | NPU
92
- | ESRGAN | QNN_DLC | float | Qualcomm® SA8775P | 105.473 ms | 1 - 352 MB | NPU
93
- | ESRGAN | QNN_DLC | float | Qualcomm® SA8650P | 105.473 ms | 1 - 352 MB | NPU
94
- | ESRGAN | QNN_DLC | float | Qualcomm® SA8255P | 105.473 ms | 1 - 352 MB | NPU
95
- | ESRGAN | QNN_DLC | float | Qualcomm® QCS8450 | 132.45 ms | 0 - 711 MB | NPU
96
- | ESRGAN | QNN_DLC | float | Qualcomm® Dragonwing™ IQ-9075 | 106.113 ms | 0 - 5 MB | NPU
97
- | ESRGAN | QNN_DLC | float | Qualcomm® Dragonwing™ IQ-X7181 | 64.984 ms | 0 - 0 MB | NPU
98
- | ESRGAN | QNN_DLC | float | Qualcomm® Dragonwing™ Q-8750 | 37.857 ms | 0 - 333 MB | NPU
99
- | ESRGAN | QNN_DLC | float | Qualcomm® SA7255P | 452.066 ms | 1 - 352 MB | NPU
100
- | ESRGAN | QNN_DLC | float | Qualcomm® SA8295P | 111.345 ms | 0 - 358 MB | NPU
101
- | ESRGAN | QNN_DLC | float | Snapdragon® 8 Elite Mobile | 37.857 ms | 0 - 333 MB | NPU
102
- | ESRGAN | QNN_DLC | float | Snapdragon® 8 Elite Gen 5 Mobile | 25.598 ms | 0 - 335 MB | NPU
103
- | ESRGAN | QNN_DLC | w8a16 | Snapdragon® X2 Elite | 21.894 ms | 0 - 0 MB | NPU
 
 
 
 
 
104
  | ESRGAN | QNN_DLC | w8a16 | Snapdragon® X Elite | 43.112 ms | 0 - 0 MB | NPU
105
- | ESRGAN | QNN_DLC | w8a16 | Snapdragon® 8 Gen 3 Mobile | 31.493 ms | 0 - 1036 MB | NPU
106
- | ESRGAN | QNN_DLC | w8a16 | Snapdragon® 8 Gen 1 Mobile | 80.42 ms | 0 - 1115 MB | NPU
107
- | ESRGAN | QNN_DLC | w8a16 | Qualcomm® Dragonwing™ QCS6490 | 320.28 ms | 0 - 3 MB | NPU
108
- | ESRGAN | QNN_DLC | w8a16 | Qualcomm® Dragonwing™ QCS8275 | 132.863 ms | 1 - 671 MB | NPU
109
- | ESRGAN | QNN_DLC | w8a16 | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 42.194 ms | 0 - 3 MB | NPU
110
- | ESRGAN | QNN_DLC | w8a16 | Qualcomm® SA8775P | 37.639 ms | 0 - 673 MB | NPU
111
- | ESRGAN | QNN_DLC | w8a16 | Qualcomm® SA8650P | 37.639 ms | 0 - 673 MB | NPU
112
- | ESRGAN | QNN_DLC | w8a16 | Qualcomm® SA8255P | 37.639 ms | 0 - 673 MB | NPU
113
- | ESRGAN | QNN_DLC | w8a16 | Qualcomm® QCS8450 | 80.42 ms | 0 - 1115 MB | NPU
114
- | ESRGAN | QNN_DLC | w8a16 | Qualcomm® Dragonwing™ IQ-9075 | 38.052 ms | 2 - 5 MB | NPU
 
115
  | ESRGAN | QNN_DLC | w8a16 | Qualcomm® Dragonwing™ IQ-X7181 | 43.112 ms | 0 - 0 MB | NPU
116
- | ESRGAN | QNN_DLC | w8a16 | Qualcomm® Dragonwing™ Q-6690 | 1117.63 ms | 0 - 631 MB | NPU
117
- | ESRGAN | QNN_DLC | w8a16 | Qualcomm® Dragonwing™ Q-7790 | 88.783 ms | 2 - 697 MB | NPU
118
- | ESRGAN | QNN_DLC | w8a16 | Qualcomm® Dragonwing™ Q-8750 | 28.142 ms | 0 - 841 MB | NPU
119
- | ESRGAN | QNN_DLC | w8a16 | Qualcomm® SA7255P | 132.863 ms | 1 - 671 MB | NPU
120
- | ESRGAN | QNN_DLC | w8a16 | Qualcomm® SA8295P | 65.061 ms | 0 - 717 MB | NPU
121
- | ESRGAN | QNN_DLC | w8a16 | Snapdragon® 8 Elite Mobile | 28.142 ms | 0 - 841 MB | NPU
122
- | ESRGAN | QNN_DLC | w8a16 | Snapdragon® 8 Elite Gen 5 Mobile | 16.38 ms | 0 - 1004 MB | NPU
123
- | ESRGAN | QNN_DLC | w8a16 | Snapdragon® 7 Gen 4 Mobile | 88.783 ms | 2 - 697 MB | NPU
124
- | ESRGAN | TFLITE | float | Snapdragon® 8 Gen 3 Mobile | 49.307 ms | 0 - 740 MB | NPU
125
- | ESRGAN | TFLITE | float | Snapdragon® 8 Gen 1 Mobile | 133.76 ms | 0 - 740 MB | NPU
126
- | ESRGAN | TFLITE | float | Qualcomm® Dragonwing™ QCS8275 | 452.139 ms | 4 - 396 MB | NPU
127
- | ESRGAN | TFLITE | float | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 67.891 ms | 3 - 7 MB | NPU
128
- | ESRGAN | TFLITE | float | Qualcomm® SA8775P | 105.556 ms | 3 - 396 MB | NPU
129
- | ESRGAN | TFLITE | float | Qualcomm® SA8650P | 105.556 ms | 3 - 396 MB | NPU
130
- | ESRGAN | TFLITE | float | Qualcomm® SA8255P | 105.556 ms | 3 - 396 MB | NPU
131
- | ESRGAN | TFLITE | float | Qualcomm® QCS8450 | 133.76 ms | 0 - 740 MB | NPU
132
- | ESRGAN | TFLITE | float | Qualcomm® Dragonwing™ IQ-9075 | 105.885 ms | 1 - 44 MB | NPU
133
- | ESRGAN | TFLITE | float | Qualcomm® Dragonwing™ Q-8750 | 37.841 ms | 1 - 374 MB | NPU
134
- | ESRGAN | TFLITE | float | Qualcomm® SA7255P | 452.139 ms | 4 - 396 MB | NPU
135
- | ESRGAN | TFLITE | float | Qualcomm® SA8295P | 111.402 ms | 3 - 392 MB | NPU
136
- | ESRGAN | TFLITE | float | Snapdragon® 8 Elite Mobile | 37.841 ms | 1 - 374 MB | NPU
137
- | ESRGAN | TFLITE | float | Snapdragon® 8 Elite Gen 5 Mobile | 25.613 ms | 3 - 376 MB | NPU
 
138
 
139
  ## License
140
  * 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/v0.60.0/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 1.27.1 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/esrgan/releases/v0.60.0/esrgan-onnx-float.zip)
31
+ | ONNX | w8a16 | Universal | QAIRT 2.45, ONNX Runtime 1.27.1 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/esrgan/releases/v0.60.0/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/v0.60.0/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/v0.60.0/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/v0.60.0/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/v0.60.0/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/v0.60.0/src/qai_hub_models/models/esrgan) for usage instructions.
49
 
50
  ## Model Details
51
 
52
  **Model Type:** Model_use_case.super_resolution
53
 
54
  **Model Stats:**
 
55
  - Input resolution: 128x128
56
+ - Model checkpoint: ESRGAN_x4
57
  - Model size (float): 63.9 MB
58
+ - Number of parameters: 16.7M
59
 
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 | 34.354 ms | 8 - 8 MB | NPU
64
+ | ESRGAN | ONNX | float | Snapdragon® X Elite | 65.398 ms | 38 - 38 MB | NPU
65
+ | ESRGAN | ONNX | float | Snapdragon® 8 Gen 3 Mobile | 51.051 ms | 0 - 749 MB | NPU
66
+ | ESRGAN | ONNX | float | Snapdragon® 8 Gen 1 Mobile | 135.077 ms | 4 - 740 MB | NPU
67
+ | ESRGAN | ONNX | float | Qualcomm® Dragonwing™ IQ-8275 | 127.379 ms | 6 - 10 MB | NPU
68
+ | ESRGAN | ONNX | float | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 67.884 ms | 0 - 43 MB | NPU
69
+ | ESRGAN | ONNX | float | Qualcomm® QCS8450 | 135.077 ms | 4 - 740 MB | NPU
70
+ | ESRGAN | ONNX | float | Qualcomm® Dragonwing™ IQ-9075 | 106.358 ms | 7 - 10 MB | NPU
71
+ | ESRGAN | ONNX | float | Qualcomm® Dragonwing™ IQ-X7181 | 65.398 ms | 38 - 38 MB | NPU
72
+ | ESRGAN | ONNX | float | Qualcomm® Dragonwing™ Q-8750 | 38.155 ms | 7 - 358 MB | NPU
73
+ | ESRGAN | ONNX | float | Snapdragon® 8 Elite Mobile | 38.155 ms | 7 - 358 MB | NPU
74
+ | ESRGAN | ONNX | float | Snapdragon® 8 Elite Gen 5 Mobile | 27.008 ms | 5 - 359 MB | NPU
75
+ | ESRGAN | ONNX | w8a16 | Snapdragon® X2 Elite | 34.025 ms | 4 - 4 MB | NPU
76
+ | ESRGAN | ONNX | w8a16 | Snapdragon® X Elite | 43.39 ms | 26 - 26 MB | NPU
77
+ | ESRGAN | ONNX | w8a16 | Snapdragon® 8 Gen 3 Mobile | 31.955 ms | 3 - 1114 MB | NPU
78
+ | ESRGAN | ONNX | w8a16 | Snapdragon® 8 Gen 1 Mobile | 86.354 ms | 4 - 1198 MB | NPU
79
+ | ESRGAN | ONNX | w8a16 | Qualcomm® Dragonwing™ QCS6490 | 323.735 ms | 3 - 6 MB | NPU
80
+ | ESRGAN | ONNX | w8a16 | Qualcomm® Dragonwing™ IQ-8275 | 43.11 ms | 3 - 7 MB | NPU
81
+ | ESRGAN | ONNX | w8a16 | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 42.08 ms | 0 - 30 MB | NPU
82
+ | ESRGAN | ONNX | w8a16 | Qualcomm® QCS8450 | 86.354 ms | 4 - 1198 MB | NPU
83
+ | ESRGAN | ONNX | w8a16 | Qualcomm® Dragonwing™ IQ-9075 | 37.834 ms | 3 - 6 MB | NPU
84
+ | ESRGAN | ONNX | w8a16 | Qualcomm® Dragonwing™ IQ-X7181 | 43.39 ms | 26 - 26 MB | NPU
85
+ | ESRGAN | ONNX | w8a16 | Qualcomm® Dragonwing™ Q-6690 | 1178.543 ms | 0 - 698 MB | NPU
86
+ | ESRGAN | ONNX | w8a16 | Qualcomm® Dragonwing™ Q-7790 | 88.695 ms | 3 - 790 MB | NPU
87
+ | ESRGAN | ONNX | w8a16 | Qualcomm® Dragonwing™ Q-8750 | 26.473 ms | 3 - 907 MB | NPU
88
+ | ESRGAN | ONNX | w8a16 | Snapdragon® 8 Elite Mobile | 26.473 ms | 3 - 907 MB | NPU
89
+ | ESRGAN | ONNX | w8a16 | Snapdragon® 8 Elite Gen 5 Mobile | 16.964 ms | 1 - 1069 MB | NPU
90
+ | ESRGAN | ONNX | w8a16 | Snapdragon® 7 Gen 4 Mobile | 88.695 ms | 3 - 790 MB | NPU
91
+ | ESRGAN | QNN_DLC | float | Snapdragon® X2 Elite | 34.345 ms | 0 - 0 MB | NPU
92
+ | ESRGAN | QNN_DLC | float | Snapdragon® X Elite | 65.09 ms | 0 - 0 MB | NPU
93
+ | ESRGAN | QNN_DLC | float | Snapdragon® 8 Gen 3 Mobile | 49.153 ms | 0 - 705 MB | NPU
94
+ | ESRGAN | QNN_DLC | float | Snapdragon® 8 Gen 1 Mobile | 146.198 ms | 0 - 711 MB | NPU
95
+ | ESRGAN | QNN_DLC | float | Qualcomm® Dragonwing™ IQ-8275 | 126.853 ms | 0 - 6 MB | NPU
96
+ | ESRGAN | QNN_DLC | float | Qualcomm® Dragonwing™ IQ-8275 | 451.965 ms | 1 - 352 MB | NPU
97
+ | ESRGAN | QNN_DLC | float | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 68.622 ms | 0 - 3 MB | NPU
98
+ | ESRGAN | QNN_DLC | float | Qualcomm® SA8775P | 105.499 ms | 1 - 351 MB | NPU
99
+ | ESRGAN | QNN_DLC | float | Qualcomm® SA8650P | 105.499 ms | 1 - 351 MB | NPU
100
+ | ESRGAN | QNN_DLC | float | Qualcomm® SA8255P | 105.499 ms | 1 - 351 MB | NPU
101
+ | ESRGAN | QNN_DLC | float | Qualcomm® QCS8450 | 146.198 ms | 0 - 711 MB | NPU
102
+ | ESRGAN | QNN_DLC | float | Qualcomm® Dragonwing™ IQ-9075 | 106.329 ms | 0 - 5 MB | NPU
103
+ | ESRGAN | QNN_DLC | float | Qualcomm® Dragonwing™ IQ-X7181 | 65.09 ms | 0 - 0 MB | NPU
104
+ | ESRGAN | QNN_DLC | float | Qualcomm® Dragonwing™ Q-8750 | 38.504 ms | 0 - 336 MB | NPU
105
+ | ESRGAN | QNN_DLC | float | Qualcomm® SA7255P | 451.965 ms | 1 - 352 MB | NPU
106
+ | ESRGAN | QNN_DLC | float | Snapdragon® 8 Elite Mobile | 38.504 ms | 0 - 336 MB | NPU
107
+ | ESRGAN | QNN_DLC | float | Snapdragon® 8 Elite Gen 5 Mobile | 25.631 ms | 0 - 335 MB | NPU
108
+ | ESRGAN | QNN_DLC | w8a16 | Snapdragon® X2 Elite | 21.871 ms | 0 - 0 MB | NPU
109
  | ESRGAN | QNN_DLC | w8a16 | Snapdragon® X Elite | 43.112 ms | 0 - 0 MB | NPU
110
+ | ESRGAN | QNN_DLC | w8a16 | Snapdragon® 8 Gen 3 Mobile | 31.357 ms | 0 - 1030 MB | NPU
111
+ | ESRGAN | QNN_DLC | w8a16 | Snapdragon® 8 Gen 1 Mobile | 88.242 ms | 0 - 1114 MB | NPU
112
+ | ESRGAN | QNN_DLC | w8a16 | Qualcomm® Dragonwing™ QCS6490 | 320.565 ms | 0 - 3 MB | NPU
113
+ | ESRGAN | QNN_DLC | w8a16 | Qualcomm® Dragonwing™ IQ-8275 | 42.689 ms | 0 - 4 MB | NPU
114
+ | ESRGAN | QNN_DLC | w8a16 | Qualcomm® Dragonwing™ IQ-8275 | 132.866 ms | 1 - 666 MB | NPU
115
+ | ESRGAN | QNN_DLC | w8a16 | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 42.732 ms | 0 - 4 MB | NPU
116
+ | ESRGAN | QNN_DLC | w8a16 | Qualcomm® SA8775P | 37.648 ms | 0 - 667 MB | NPU
117
+ | ESRGAN | QNN_DLC | w8a16 | Qualcomm® SA8650P | 37.648 ms | 0 - 667 MB | NPU
118
+ | ESRGAN | QNN_DLC | w8a16 | Qualcomm® SA8255P | 37.648 ms | 0 - 667 MB | NPU
119
+ | ESRGAN | QNN_DLC | w8a16 | Qualcomm® QCS8450 | 88.242 ms | 0 - 1114 MB | NPU
120
+ | ESRGAN | QNN_DLC | w8a16 | Qualcomm® Dragonwing™ IQ-9075 | 37.71 ms | 0 - 3 MB | NPU
121
  | ESRGAN | QNN_DLC | w8a16 | Qualcomm® Dragonwing™ IQ-X7181 | 43.112 ms | 0 - 0 MB | NPU
122
+ | ESRGAN | QNN_DLC | w8a16 | Qualcomm® Dragonwing™ Q-6690 | 1118.287 ms | 0 - 623 MB | NPU
123
+ | ESRGAN | QNN_DLC | w8a16 | Qualcomm® Dragonwing™ Q-7790 | 87.928 ms | 0 - 710 MB | NPU
124
+ | ESRGAN | QNN_DLC | w8a16 | Qualcomm® Dragonwing™ Q-8750 | 28.328 ms | 0 - 836 MB | NPU
125
+ | ESRGAN | QNN_DLC | w8a16 | Qualcomm® SA7255P | 132.866 ms | 1 - 666 MB | NPU
126
+ | ESRGAN | QNN_DLC | w8a16 | Qualcomm® SA8295P | 68.19 ms | 0 - 713 MB | NPU
127
+ | ESRGAN | QNN_DLC | w8a16 | Snapdragon® 8 Elite Mobile | 28.328 ms | 0 - 836 MB | NPU
128
+ | ESRGAN | QNN_DLC | w8a16 | Snapdragon® 8 Elite Gen 5 Mobile | 16.749 ms | 0 - 994 MB | NPU
129
+ | ESRGAN | QNN_DLC | w8a16 | Snapdragon® 7 Gen 4 Mobile | 87.928 ms | 0 - 710 MB | NPU
130
+ | ESRGAN | TFLITE | float | Snapdragon® 8 Gen 3 Mobile | 49.842 ms | 148 - 892 MB | NPU
131
+ | ESRGAN | TFLITE | float | Snapdragon® 8 Gen 1 Mobile | 134.888 ms | 4 - 744 MB | NPU
132
+ | ESRGAN | TFLITE | float | Qualcomm® Dragonwing™ IQ-8275 | 126.891 ms | 3 - 46 MB | NPU
133
+ | ESRGAN | TFLITE | float | Qualcomm® Dragonwing™ IQ-8275 | 452.23 ms | 3 - 396 MB | NPU
134
+ | ESRGAN | TFLITE | float | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 63.701 ms | 3 - 6 MB | NPU
135
+ | ESRGAN | TFLITE | float | Qualcomm® SA8775P | 105.572 ms | 3 - 396 MB | NPU
136
+ | ESRGAN | TFLITE | float | Qualcomm® SA8650P | 105.572 ms | 3 - 396 MB | NPU
137
+ | ESRGAN | TFLITE | float | Qualcomm® SA8255P | 105.572 ms | 3 - 396 MB | NPU
138
+ | ESRGAN | TFLITE | float | Qualcomm® QCS8450 | 134.888 ms | 4 - 744 MB | NPU
139
+ | ESRGAN | TFLITE | float | Qualcomm® Dragonwing™ IQ-9075 | 105.358 ms | 3 - 46 MB | NPU
140
+ | ESRGAN | TFLITE | float | Qualcomm® Dragonwing™ Q-8750 | 37.204 ms | 3 - 373 MB | NPU
141
+ | ESRGAN | TFLITE | float | Qualcomm® SA7255P | 452.23 ms | 3 - 396 MB | NPU
142
+ | ESRGAN | TFLITE | float | Qualcomm® SA8295P | 111.378 ms | 3 - 392 MB | NPU
143
+ | ESRGAN | TFLITE | float | Snapdragon® 8 Elite Mobile | 37.204 ms | 3 - 373 MB | NPU
144
+ | ESRGAN | TFLITE | float | Snapdragon® 8 Elite Gen 5 Mobile | 26.908 ms | 3 - 376 MB | NPU
145
 
146
  ## License
147
  * The license for the original implementation of ESRGAN 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/esrgan/releases/v0.59.0/esrgan-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/esrgan/releases/v0.59.0/esrgan-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/esrgan/releases/v0.59.0/esrgan-tflite-float.zip"
24
  }
25
  }
26
  },
@@ -31,13 +31,13 @@
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/esrgan/releases/v0.59.0/esrgan-onnx-w8a16.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/esrgan/releases/v0.59.0/esrgan-qnn_dlc-w8a16.zip"
41
  }
42
  }
43
  }
 
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/esrgan/releases/v0.60.0/esrgan-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/esrgan/releases/v0.60.0/esrgan-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/esrgan/releases/v0.60.0/esrgan-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/esrgan/releases/v0.60.0/esrgan-onnx-w8a16.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/esrgan/releases/v0.60.0/esrgan-qnn_dlc-w8a16.zip"
41
  }
42
  }
43
  }