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NAFNet-DeNoise

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v0.59.0

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

Files changed (2) hide show
  1. README.md +83 -79
  2. release_assets.json +15 -16
README.md CHANGED
@@ -14,7 +14,7 @@ pipeline_tag: image-to-image
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  NAFNET is designed for lightweight real-time denoising of images.
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16
  This is based on the implementation of NAFNet-DeNoise found [here](https://github.com/megvii-research/NAFNet.git).
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/nafnet_denoise) 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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  | 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/nafnet_denoise/releases/v0.58.0/nafnet_denoise-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/nafnet_denoise/releases/v0.58.0/nafnet_denoise-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/nafnet_denoise/releases/v0.58.0/nafnet_denoise-qnn_dlc-float.zip)
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- | QNN_DLC | w8a16 | Universal | QAIRT 2.45 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/nafnet_denoise/releases/v0.58.0/nafnet_denoise-qnn_dlc-w8a16.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/nafnet_denoise/releases/v0.58.0/nafnet_denoise-tflite-float.zip)
35
 
36
  For more device-specific assets and performance metrics, visit **[NAFNet-DeNoise on Qualcomm® AI Hub](https://aihub.qualcomm.com/models/nafnet_denoise)**.
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/nafnet_denoise) 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 [NAFNet-DeNoise on GitHub](https://github.com/qualcomm/ai-hub-models/blob/v0.58.0/src/qai_hub_models/models/nafnet_denoise) for usage instructions.
49
 
50
  ## Model Details
51
 
@@ -60,77 +60,81 @@ See our repository for [NAFNet-DeNoise on GitHub](https://github.com/qualcomm/ai
60
  ## Performance Summary
61
  | Model | Runtime | Precision | Chipset | Inference Time (ms) | Peak Memory Range (MB) | Primary Compute Unit
62
  |---|---|---|---|---|---|---
63
- | NAFNet-DeNoise | ONNX | float | Snapdragon® X2 Elite | 14.863 ms | 4 - 4 MB | NPU
64
- | NAFNet-DeNoise | ONNX | float | Snapdragon® X Elite | 33.829 ms | 228 - 228 MB | NPU
65
- | NAFNet-DeNoise | ONNX | float | Snapdragon® 8 Gen 3 Mobile | 27.109 ms | 2 - 849 MB | NPU
66
- | NAFNet-DeNoise | ONNX | float | Snapdragon® 8 Gen 1 Mobile | 62.276 ms | 3 - 722 MB | NPU
67
- | NAFNet-DeNoise | ONNX | float | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 35.366 ms | 0 - 259 MB | NPU
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- | NAFNet-DeNoise | ONNX | float | Qualcomm® QCS8450 | 62.276 ms | 3 - 722 MB | NPU
69
- | NAFNet-DeNoise | ONNX | float | Qualcomm® Dragonwing™ IQ-9075 | 42.82 ms | 2 - 5 MB | NPU
70
- | NAFNet-DeNoise | ONNX | float | Snapdragon® 8 Elite Gen 5 Mobile | 14.462 ms | 2 - 538 MB | NPU
71
- | NAFNet-DeNoise | ONNX | float | Snapdragon® 8 Elite Mobile | 19.823 ms | 2 - 498 MB | NPU
72
- | NAFNet-DeNoise | ONNX | float | Qualcomm® Dragonwing™ Q-8750 | 19.823 ms | 2 - 498 MB | NPU
73
- | NAFNet-DeNoise | ONNX | float | Qualcomm® Dragonwing™ IQ-X7181 | 33.829 ms | 228 - 228 MB | NPU
74
- | NAFNet-DeNoise | ONNX | w8a16 | Snapdragon® X2 Elite | 14.349 ms | 1 - 1 MB | NPU
75
- | NAFNet-DeNoise | ONNX | w8a16 | Snapdragon® X Elite | 33.215 ms | 119 - 119 MB | NPU
76
- | NAFNet-DeNoise | ONNX | w8a16 | Snapdragon® 8 Gen 3 Mobile | 24.074 ms | 0 - 693 MB | NPU
77
- | NAFNet-DeNoise | ONNX | w8a16 | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 33.012 ms | 1 - 5 MB | NPU
78
- | NAFNet-DeNoise | ONNX | w8a16 | Qualcomm® Dragonwing™ IQ-9075 | 38.669 ms | 1 - 4 MB | NPU
79
- | NAFNet-DeNoise | ONNX | w8a16 | Snapdragon® 7 Gen 4 Mobile | 38.486 ms | 1 - 725 MB | NPU
80
- | NAFNet-DeNoise | ONNX | w8a16 | Snapdragon® 8 Elite Gen 5 Mobile | 13.044 ms | 0 - 684 MB | NPU
81
- | NAFNet-DeNoise | ONNX | w8a16 | Qualcomm® Dragonwing™ Q-6690 | 296.179 ms | 0 - 916 MB | NPU
82
- | NAFNet-DeNoise | ONNX | w8a16 | Snapdragon® 8 Elite Mobile | 19.191 ms | 1 - 563 MB | NPU
83
- | NAFNet-DeNoise | ONNX | w8a16 | Qualcomm® Dragonwing™ Q-7790 | 38.486 ms | 1 - 725 MB | NPU
84
- | NAFNet-DeNoise | ONNX | w8a16 | Qualcomm® Dragonwing™ Q-8750 | 19.191 ms | 1 - 563 MB | NPU
85
- | NAFNet-DeNoise | ONNX | w8a16 | Qualcomm® Dragonwing™ IQ-X7181 | 33.215 ms | 119 - 119 MB | NPU
86
- | NAFNet-DeNoise | QNN_DLC | float | Snapdragon® X2 Elite | 15.724 ms | 1 - 1 MB | NPU
87
- | NAFNet-DeNoise | QNN_DLC | float | Snapdragon® X Elite | 35.781 ms | 1 - 1 MB | NPU
88
- | NAFNet-DeNoise | QNN_DLC | float | Snapdragon® 8 Gen 3 Mobile | 28.339 ms | 0 - 890 MB | NPU
89
- | NAFNet-DeNoise | QNN_DLC | float | Snapdragon® 8 Gen 1 Mobile | 60.784 ms | 0 - 729 MB | NPU
90
- | NAFNet-DeNoise | QNN_DLC | float | Qualcomm® QCS8275 | 136.111 ms | 1 - 545 MB | NPU
91
- | NAFNet-DeNoise | QNN_DLC | float | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 37.933 ms | 1 - 3 MB | NPU
92
- | NAFNet-DeNoise | QNN_DLC | float | Qualcomm® SA8775P | 43.449 ms | 1 - 557 MB | NPU
93
- | NAFNet-DeNoise | QNN_DLC | float | Qualcomm® SA8650P | 43.449 ms | 1 - 557 MB | NPU
94
- | NAFNet-DeNoise | QNN_DLC | float | Qualcomm® SA8255P | 43.449 ms | 1 - 557 MB | NPU
95
- | NAFNet-DeNoise | QNN_DLC | float | Qualcomm® QCS8450 | 60.784 ms | 0 - 729 MB | NPU
96
- | NAFNet-DeNoise | QNN_DLC | float | Qualcomm® Dragonwing™ IQ-9075 | 43.535 ms | 1 - 4 MB | NPU
97
- | NAFNet-DeNoise | QNN_DLC | float | Snapdragon® 8 Elite Gen 5 Mobile | 14.715 ms | 0 - 622 MB | NPU
98
- | NAFNet-DeNoise | QNN_DLC | float | Qualcomm® SA7255P | 136.111 ms | 1 - 545 MB | NPU
99
- | NAFNet-DeNoise | QNN_DLC | float | Snapdragon® 8 Elite Mobile | 20.425 ms | 1 - 542 MB | NPU
100
- | NAFNet-DeNoise | QNN_DLC | float | Qualcomm® SA8295P | 47.984 ms | 1 - 399 MB | NPU
101
- | NAFNet-DeNoise | QNN_DLC | float | Qualcomm® Dragonwing™ Q-8750 | 20.425 ms | 1 - 542 MB | NPU
102
- | NAFNet-DeNoise | QNN_DLC | float | Qualcomm® Dragonwing™ IQ-X7181 | 35.781 ms | 1 - 1 MB | NPU
103
- | NAFNet-DeNoise | QNN_DLC | w8a16 | Snapdragon® X2 Elite | 15.127 ms | 0 - 0 MB | NPU
104
- | NAFNet-DeNoise | QNN_DLC | w8a16 | Snapdragon® X Elite | 33.151 ms | 0 - 0 MB | NPU
105
- | NAFNet-DeNoise | QNN_DLC | w8a16 | Snapdragon® 8 Gen 3 Mobile | 22.533 ms | 0 - 688 MB | NPU
106
- | NAFNet-DeNoise | QNN_DLC | w8a16 | Qualcomm® QCS8275 | 65.065 ms | 1 - 577 MB | NPU
107
- | NAFNet-DeNoise | QNN_DLC | w8a16 | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 31.673 ms | 0 - 553 MB | NPU
108
- | NAFNet-DeNoise | QNN_DLC | w8a16 | Qualcomm® SA8775P | 31.612 ms | 1 - 577 MB | NPU
109
- | NAFNet-DeNoise | QNN_DLC | w8a16 | Qualcomm® SA8650P | 31.612 ms | 1 - 577 MB | NPU
110
- | NAFNet-DeNoise | QNN_DLC | w8a16 | Qualcomm® SA8255P | 31.612 ms | 1 - 577 MB | NPU
111
- | NAFNet-DeNoise | QNN_DLC | w8a16 | Qualcomm® Dragonwing™ IQ-9075 | 31.793 ms | 0 - 3 MB | NPU
112
- | NAFNet-DeNoise | QNN_DLC | w8a16 | Snapdragon® 7 Gen 4 Mobile | 38.515 ms | 0 - 812 MB | NPU
113
- | NAFNet-DeNoise | QNN_DLC | w8a16 | Snapdragon® 8 Elite Gen 5 Mobile | 13.277 ms | 0 - 706 MB | NPU
114
- | NAFNet-DeNoise | QNN_DLC | w8a16 | Qualcomm® Dragonwing™ Q-6690 | 322.373 ms | 0 - 954 MB | NPU
115
- | NAFNet-DeNoise | QNN_DLC | w8a16 | Qualcomm® SA7255P | 65.065 ms | 1 - 577 MB | NPU
116
- | NAFNet-DeNoise | QNN_DLC | w8a16 | Snapdragon® 8 Elite Mobile | 21.31 ms | 0 - 586 MB | NPU
117
- | NAFNet-DeNoise | QNN_DLC | w8a16 | Qualcomm® Dragonwing™ Q-7790 | 38.515 ms | 0 - 812 MB | NPU
118
- | NAFNet-DeNoise | QNN_DLC | w8a16 | Qualcomm® Dragonwing™ Q-8750 | 21.31 ms | 0 - 586 MB | NPU
119
- | NAFNet-DeNoise | QNN_DLC | w8a16 | Qualcomm® Dragonwing™ IQ-X7181 | 33.151 ms | 0 - 0 MB | NPU
120
- | NAFNet-DeNoise | TFLITE | float | Snapdragon® 8 Gen 3 Mobile | 28.399 ms | 1 - 1122 MB | NPU
121
- | NAFNet-DeNoise | TFLITE | float | Snapdragon® 8 Gen 1 Mobile | 63.491 ms | 1 - 961 MB | NPU
122
- | NAFNet-DeNoise | TFLITE | float | Qualcomm® QCS8275 | 136.649 ms | 1 - 765 MB | NPU
123
- | NAFNet-DeNoise | TFLITE | float | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 36.98 ms | 1 - 4 MB | NPU
124
- | NAFNet-DeNoise | TFLITE | float | Qualcomm® SA8775P | 43.67 ms | 1 - 778 MB | NPU
125
- | NAFNet-DeNoise | TFLITE | float | Qualcomm® SA8650P | 43.67 ms | 1 - 778 MB | NPU
126
- | NAFNet-DeNoise | TFLITE | float | Qualcomm® SA8255P | 43.67 ms | 1 - 778 MB | NPU
127
- | NAFNet-DeNoise | TFLITE | float | Qualcomm® QCS8450 | 63.491 ms | 1 - 961 MB | NPU
128
- | NAFNet-DeNoise | TFLITE | float | Qualcomm® Dragonwing™ IQ-9075 | 43.821 ms | 1 - 233 MB | NPU
129
- | NAFNet-DeNoise | TFLITE | float | Snapdragon® 8 Elite Gen 5 Mobile | 14.757 ms | 1 - 849 MB | NPU
130
- | NAFNet-DeNoise | TFLITE | float | Qualcomm® SA7255P | 136.649 ms | 1 - 765 MB | NPU
131
- | NAFNet-DeNoise | TFLITE | float | Snapdragon® 8 Elite Mobile | 19.997 ms | 1 - 759 MB | NPU
132
- | NAFNet-DeNoise | TFLITE | float | Qualcomm® SA8295P | 50.755 ms | 1 - 630 MB | NPU
133
- | NAFNet-DeNoise | TFLITE | float | Qualcomm® Dragonwing™ Q-8750 | 19.997 ms | 1 - 759 MB | NPU
 
 
 
 
134
 
135
  ## License
136
  * The license for the original implementation of NAFNet-DeNoise can be found
 
14
  NAFNET is designed for lightweight real-time denoising of images.
15
 
16
  This is based on the implementation of NAFNet-DeNoise found [here](https://github.com/megvii-research/NAFNet.git).
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/nafnet_denoise) 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/nafnet_denoise/releases/v0.59.0/nafnet_denoise-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/nafnet_denoise/releases/v0.59.0/nafnet_denoise-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/nafnet_denoise/releases/v0.59.0/nafnet_denoise-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/nafnet_denoise/releases/v0.59.0/nafnet_denoise-qnn_dlc-w8a16.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/nafnet_denoise/releases/v0.59.0/nafnet_denoise-tflite-float.zip)
35
 
36
  For more device-specific assets and performance metrics, visit **[NAFNet-DeNoise on Qualcomm® AI Hub](https://aihub.qualcomm.com/models/nafnet_denoise)**.
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/nafnet_denoise) 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 [NAFNet-DeNoise on GitHub](https://github.com/qualcomm/ai-hub-models/blob/v0.59.0/src/qai_hub_models/models/nafnet_denoise) 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
+ | NAFNet-DeNoise | ONNX | float | Snapdragon® X2 Elite | 14.988 ms | 4 - 4 MB | NPU
64
+ | NAFNet-DeNoise | ONNX | float | Snapdragon® X Elite | 33.919 ms | 228 - 228 MB | NPU
65
+ | NAFNet-DeNoise | ONNX | float | Snapdragon® 8 Gen 3 Mobile | 27.636 ms | 2 - 851 MB | NPU
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+ | NAFNet-DeNoise | ONNX | float | Snapdragon® 8 Gen 1 Mobile | 61.4 ms | 3 - 722 MB | NPU
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+ | NAFNet-DeNoise | ONNX | float | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 34.841 ms | 0 - 258 MB | NPU
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+ | NAFNet-DeNoise | ONNX | float | Qualcomm® QCS8450 | 61.4 ms | 3 - 722 MB | NPU
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+ | NAFNet-DeNoise | ONNX | float | Qualcomm® Dragonwing™ IQ-9075 | 43.039 ms | 2 - 5 MB | NPU
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+ | NAFNet-DeNoise | ONNX | float | Qualcomm® Dragonwing™ IQ-X7181 | 33.919 ms | 228 - 228 MB | NPU
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+ | NAFNet-DeNoise | ONNX | float | Qualcomm® Dragonwing™ Q-8750 | 19.714 ms | 2 - 498 MB | NPU
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+ | NAFNet-DeNoise | ONNX | float | Snapdragon® 8 Elite Mobile | 19.714 ms | 2 - 498 MB | NPU
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+ | NAFNet-DeNoise | ONNX | float | Snapdragon® 8 Elite Gen 5 Mobile | 14.475 ms | 0 - 535 MB | NPU
74
+ | NAFNet-DeNoise | ONNX | w8a16 | Snapdragon® X2 Elite | 14.577 ms | 1 - 1 MB | NPU
75
+ | NAFNet-DeNoise | ONNX | w8a16 | Snapdragon® X Elite | 33.188 ms | 120 - 120 MB | NPU
76
+ | NAFNet-DeNoise | ONNX | w8a16 | Snapdragon® 8 Gen 3 Mobile | 24.378 ms | 1 - 697 MB | NPU
77
+ | NAFNet-DeNoise | ONNX | w8a16 | Snapdragon® 8 Gen 1 Mobile | 53.664 ms | 2 - 710 MB | NPU
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+ | NAFNet-DeNoise | ONNX | w8a16 | Qualcomm® Dragonwing™ QCS6490 | 144.383 ms | 1 - 4 MB | NPU
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+ | NAFNet-DeNoise | ONNX | w8a16 | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 32.729 ms | 0 - 130 MB | NPU
80
+ | NAFNet-DeNoise | ONNX | w8a16 | Qualcomm® QCS8450 | 53.664 ms | 2 - 710 MB | NPU
81
+ | NAFNet-DeNoise | ONNX | w8a16 | Qualcomm® Dragonwing™ IQ-9075 | 32.725 ms | 1 - 4 MB | NPU
82
+ | NAFNet-DeNoise | ONNX | w8a16 | Qualcomm® Dragonwing™ IQ-X7181 | 33.188 ms | 120 - 120 MB | NPU
83
+ | NAFNet-DeNoise | ONNX | w8a16 | Qualcomm® Dragonwing™ Q-8750 | 19.222 ms | 1 - 566 MB | NPU
84
+ | NAFNet-DeNoise | ONNX | w8a16 | Snapdragon® 8 Elite Mobile | 19.222 ms | 1 - 566 MB | NPU
85
+ | NAFNet-DeNoise | ONNX | w8a16 | Snapdragon® 8 Elite Gen 5 Mobile | 13.027 ms | 0 - 684 MB | NPU
86
+ | NAFNet-DeNoise | QNN_DLC | float | Snapdragon® X2 Elite | 15.695 ms | 1 - 1 MB | NPU
87
+ | NAFNet-DeNoise | QNN_DLC | float | Snapdragon® X Elite | 35.856 ms | 1 - 1 MB | NPU
88
+ | NAFNet-DeNoise | QNN_DLC | float | Snapdragon® 8 Gen 3 Mobile | 28.778 ms | 1 - 892 MB | NPU
89
+ | NAFNet-DeNoise | QNN_DLC | float | Snapdragon® 8 Gen 1 Mobile | 60.876 ms | 0 - 728 MB | NPU
90
+ | NAFNet-DeNoise | QNN_DLC | float | Qualcomm® Dragonwing™ QCS8275 | 136.431 ms | 1 - 546 MB | NPU
91
+ | NAFNet-DeNoise | QNN_DLC | float | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 38.207 ms | 1 - 19 MB | NPU
92
+ | NAFNet-DeNoise | QNN_DLC | float | Qualcomm® SA8775P | 43.544 ms | 1 - 559 MB | NPU
93
+ | NAFNet-DeNoise | QNN_DLC | float | Qualcomm® SA8650P | 43.544 ms | 1 - 559 MB | NPU
94
+ | NAFNet-DeNoise | QNN_DLC | float | Qualcomm® SA8255P | 43.544 ms | 1 - 559 MB | NPU
95
+ | NAFNet-DeNoise | QNN_DLC | float | Qualcomm® QCS8450 | 60.876 ms | 0 - 728 MB | NPU
96
+ | NAFNet-DeNoise | QNN_DLC | float | Qualcomm® Dragonwing™ IQ-9075 | 48.478 ms | 1 - 4 MB | NPU
97
+ | NAFNet-DeNoise | QNN_DLC | float | Qualcomm® Dragonwing™ IQ-X7181 | 35.856 ms | 1 - 1 MB | NPU
98
+ | NAFNet-DeNoise | QNN_DLC | float | Qualcomm® Dragonwing™ Q-8750 | 20.539 ms | 1 - 542 MB | NPU
99
+ | NAFNet-DeNoise | QNN_DLC | float | Qualcomm® SA7255P | 136.431 ms | 1 - 546 MB | NPU
100
+ | NAFNet-DeNoise | QNN_DLC | float | Qualcomm® SA8295P | 48.018 ms | 1 - 399 MB | NPU
101
+ | NAFNet-DeNoise | QNN_DLC | float | Snapdragon® 8 Elite Mobile | 20.539 ms | 1 - 542 MB | NPU
102
+ | NAFNet-DeNoise | QNN_DLC | float | Snapdragon® 8 Elite Gen 5 Mobile | 14.726 ms | 0 - 621 MB | NPU
103
+ | NAFNet-DeNoise | QNN_DLC | w8a16 | Snapdragon® X2 Elite | 15.063 ms | 0 - 0 MB | NPU
104
+ | NAFNet-DeNoise | QNN_DLC | w8a16 | Snapdragon® X Elite | 33.124 ms | 0 - 0 MB | NPU
105
+ | NAFNet-DeNoise | QNN_DLC | w8a16 | Snapdragon® 8 Gen 3 Mobile | 22.473 ms | 0 - 687 MB | NPU
106
+ | NAFNet-DeNoise | QNN_DLC | w8a16 | Snapdragon® 8 Gen 1 Mobile | 57.732 ms | 0 - 719 MB | NPU
107
+ | NAFNet-DeNoise | QNN_DLC | w8a16 | Qualcomm® Dragonwing™ QCS6490 | 141.888 ms | 0 - 3 MB | NPU
108
+ | NAFNet-DeNoise | QNN_DLC | w8a16 | Qualcomm® Dragonwing™ QCS8275 | 65.077 ms | 1 - 576 MB | NPU
109
+ | NAFNet-DeNoise | QNN_DLC | w8a16 | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 31.599 ms | 0 - 3 MB | NPU
110
+ | NAFNet-DeNoise | QNN_DLC | w8a16 | Qualcomm® SA8775P | 31.638 ms | 1 - 576 MB | NPU
111
+ | NAFNet-DeNoise | QNN_DLC | w8a16 | Qualcomm® SA8650P | 31.638 ms | 1 - 576 MB | NPU
112
+ | NAFNet-DeNoise | QNN_DLC | w8a16 | Qualcomm® SA8255P | 31.638 ms | 1 - 576 MB | NPU
113
+ | NAFNet-DeNoise | QNN_DLC | w8a16 | Qualcomm® QCS8450 | 57.732 ms | 0 - 719 MB | NPU
114
+ | NAFNet-DeNoise | QNN_DLC | w8a16 | Qualcomm® Dragonwing™ IQ-9075 | 32.191 ms | 2 - 5 MB | NPU
115
+ | NAFNet-DeNoise | QNN_DLC | w8a16 | Qualcomm® Dragonwing™ IQ-X7181 | 33.124 ms | 0 - 0 MB | NPU
116
+ | NAFNet-DeNoise | QNN_DLC | w8a16 | Qualcomm® Dragonwing™ Q-6690 | 354.702 ms | 0 - 954 MB | NPU
117
+ | NAFNet-DeNoise | QNN_DLC | w8a16 | Qualcomm® Dragonwing™ Q-7790 | 39.185 ms | 0 - 813 MB | NPU
118
+ | NAFNet-DeNoise | QNN_DLC | w8a16 | Qualcomm® Dragonwing™ Q-8750 | 21.24 ms | 0 - 584 MB | NPU
119
+ | NAFNet-DeNoise | QNN_DLC | w8a16 | Qualcomm® SA7255P | 65.077 ms | 1 - 576 MB | NPU
120
+ | NAFNet-DeNoise | QNN_DLC | w8a16 | Qualcomm® SA8295P | 40.513 ms | 0 - 574 MB | NPU
121
+ | NAFNet-DeNoise | QNN_DLC | w8a16 | Snapdragon® 8 Elite Mobile | 21.24 ms | 0 - 584 MB | NPU
122
+ | NAFNet-DeNoise | QNN_DLC | w8a16 | Snapdragon® 8 Elite Gen 5 Mobile | 13.267 ms | 0 - 706 MB | NPU
123
+ | NAFNet-DeNoise | QNN_DLC | w8a16 | Snapdragon® 7 Gen 4 Mobile | 39.185 ms | 0 - 813 MB | NPU
124
+ | NAFNet-DeNoise | TFLITE | float | Snapdragon® 8 Gen 3 Mobile | 28.866 ms | 1 - 1125 MB | NPU
125
+ | NAFNet-DeNoise | TFLITE | float | Snapdragon® 8 Gen 1 Mobile | 64.27 ms | 1 - 962 MB | NPU
126
+ | NAFNet-DeNoise | TFLITE | float | Qualcomm® Dragonwing™ QCS8275 | 136.679 ms | 1 - 765 MB | NPU
127
+ | NAFNet-DeNoise | TFLITE | float | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 38.107 ms | 1 - 4 MB | NPU
128
+ | NAFNet-DeNoise | TFLITE | float | Qualcomm® SA8775P | 43.637 ms | 1 - 777 MB | NPU
129
+ | NAFNet-DeNoise | TFLITE | float | Qualcomm® SA8650P | 43.637 ms | 1 - 777 MB | NPU
130
+ | NAFNet-DeNoise | TFLITE | float | Qualcomm® SA8255P | 43.637 ms | 1 - 777 MB | NPU
131
+ | NAFNet-DeNoise | TFLITE | float | Qualcomm® QCS8450 | 64.27 ms | 1 - 962 MB | NPU
132
+ | NAFNet-DeNoise | TFLITE | float | Qualcomm® Dragonwing™ IQ-9075 | 44.226 ms | 1 - 233 MB | NPU
133
+ | NAFNet-DeNoise | TFLITE | float | Qualcomm® Dragonwing™ Q-8750 | 20.402 ms | 1 - 764 MB | NPU
134
+ | NAFNet-DeNoise | TFLITE | float | Qualcomm® SA7255P | 136.679 ms | 1 - 765 MB | NPU
135
+ | NAFNet-DeNoise | TFLITE | float | Qualcomm® SA8295P | 50.795 ms | 1 - 629 MB | NPU
136
+ | NAFNet-DeNoise | TFLITE | float | Snapdragon® 8 Elite Mobile | 20.402 ms | 1 - 764 MB | NPU
137
+ | NAFNet-DeNoise | TFLITE | float | Snapdragon® 8 Elite Gen 5 Mobile | 14.787 ms | 1 - 849 MB | NPU
138
 
139
  ## License
140
  * The license for the original implementation of NAFNet-DeNoise can be found
release_assets.json CHANGED
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