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SINet

Image Segmentation
PyTorch
android
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v0.61.0

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See https://github.com/qualcomm/ai-hub-models/releases/v0.61.0 for changelog.

Files changed (2) hide show
  1. README.md +87 -87
  2. release_assets.json +6 -6
README.md CHANGED
@@ -1,6 +1,6 @@
1
  ---
2
  library_name: pytorch
3
- license: other
4
  tags:
5
  - android
6
  pipeline_tag: image-segmentation
@@ -14,7 +14,7 @@ pipeline_tag: image-segmentation
14
  SINet is a machine learning model that is designed to segment people from close-up portrait images in real time.
15
 
16
  This is based on the implementation of SINet found [here](https://github.com/clovaai/ext_portrait_segmentation).
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/sinet) 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.
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/sinet/releases/v0.60.0/sinet-onnx-float.zip)
31
- | QNN_DLC | float | Universal | QAIRT 2.45 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/sinet/releases/v0.60.0/sinet-qnn_dlc-float.zip)
32
- | QNN_DLC | w8a16 | Universal | QAIRT 2.45 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/sinet/releases/v0.60.0/sinet-qnn_dlc-w8a16.zip)
33
- | QNN_DLC | w8a8 | Universal | QAIRT 2.45 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/sinet/releases/v0.60.0/sinet-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/sinet/releases/v0.60.0/sinet-tflite-float.zip)
35
 
36
  For more device-specific assets and performance metrics, visit **[SINet on Qualcomm® AI Hub](https://aihub.qualcomm.com/models/sinet)**.
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/sinet) 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 [SINet on GitHub](https://github.com/qualcomm/ai-hub-models/blob/v0.60.0/src/qai_hub_models/models/sinet) for usage instructions.
49
 
50
  ## Model Details
51
 
@@ -62,87 +62,87 @@ See our repository for [SINet on GitHub](https://github.com/qualcomm/ai-hub-mode
62
  ## Performance Summary
63
  | Model | Runtime | Precision | Chipset | Inference Time (ms) | Peak Memory Range (MB) | Primary Compute Unit
64
  |---|---|---|---|---|---|---
65
- | SINet | ONNX | float | Snapdragon® X2 Elite | 0.765 ms | 2 - 2 MB | NPU
66
- | SINet | ONNX | float | Snapdragon® X Elite | 1.771 ms | 2 - 2 MB | NPU
67
- | SINet | ONNX | float | Snapdragon® 8 Gen 3 Mobile | 1.119 ms | 0 - 48 MB | NPU
68
- | SINet | ONNX | float | Snapdragon® 8 Gen 1 Mobile | 2.037 ms | 1 - 56 MB | NPU
69
- | SINet | ONNX | float | Qualcomm® Dragonwing™ IQ-8275 | 1.833 ms | 1 - 5 MB | NPU
70
- | SINet | ONNX | float | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 1.681 ms | 1 - 3 MB | NPU
71
- | SINet | ONNX | float | Qualcomm® QCS8450 | 2.037 ms | 1 - 56 MB | NPU
72
- | SINet | ONNX | float | Qualcomm® Dragonwing™ IQ-9075 | 1.905 ms | 1 - 4 MB | NPU
73
- | SINet | ONNX | float | Qualcomm® Dragonwing™ IQ-X7181 | 1.771 ms | 2 - 2 MB | NPU
74
- | SINet | ONNX | float | Qualcomm® Dragonwing™ Q-8750 | 0.839 ms | 0 - 34 MB | NPU
75
- | SINet | ONNX | float | Snapdragon® 8 Elite Mobile | 0.839 ms | 0 - 34 MB | NPU
76
- | SINet | ONNX | float | Snapdragon® 8 Elite Gen 5 Mobile | 0.709 ms | 0 - 37 MB | NPU
77
- | SINet | QNN_DLC | float | Snapdragon® X2 Elite | 1.414 ms | 1 - 1 MB | NPU
78
- | SINet | QNN_DLC | float | Snapdragon® X Elite | 3.827 ms | 1 - 1 MB | NPU
79
- | SINet | QNN_DLC | float | Snapdragon® 8 Gen 3 Mobile | 2.108 ms | 0 - 46 MB | NPU
80
- | SINet | QNN_DLC | float | Snapdragon® 8 Gen 1 Mobile | 3.749 ms | 0 - 56 MB | NPU
81
  | SINet | QNN_DLC | float | Qualcomm® Dragonwing™ IQ-8275 | 3.062 ms | 1 - 4 MB | NPU
82
- | SINet | QNN_DLC | float | Qualcomm® Dragonwing™ IQ-8275 | 6.64 ms | 1 - 34 MB | NPU
83
- | SINet | QNN_DLC | float | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 3.428 ms | 1 - 2 MB | NPU
84
- | SINet | QNN_DLC | float | Qualcomm® SA8775P | 3.906 ms | 1 - 36 MB | NPU
85
- | SINet | QNN_DLC | float | Qualcomm® SA8650P | 3.906 ms | 1 - 36 MB | NPU
86
- | SINet | QNN_DLC | float | Qualcomm® SA8255P | 3.906 ms | 1 - 36 MB | NPU
87
- | SINet | QNN_DLC | float | Qualcomm® QCS8450 | 3.749 ms | 0 - 56 MB | NPU
88
- | SINet | QNN_DLC | float | Qualcomm® Dragonwing™ IQ-9075 | 4.982 ms | 1 - 4 MB | NPU
89
- | SINet | QNN_DLC | float | Qualcomm® Dragonwing™ IQ-X7181 | 3.827 ms | 1 - 1 MB | NPU
90
- | SINet | QNN_DLC | float | Qualcomm® Dragonwing™ Q-8750 | 1.819 ms | 0 - 33 MB | NPU
91
- | SINet | QNN_DLC | float | Qualcomm® SA7255P | 6.64 ms | 1 - 34 MB | NPU
92
- | SINet | QNN_DLC | float | Qualcomm® SA8295P | 4.647 ms | 1 - 36 MB | NPU
93
- | SINet | QNN_DLC | float | Snapdragon® 8 Elite Mobile | 1.819 ms | 0 - 33 MB | NPU
94
- | SINet | QNN_DLC | float | Snapdragon® 8 Elite Gen 5 Mobile | 1.13 ms | 1 - 37 MB | NPU
95
- | SINet | QNN_DLC | w8a16 | Snapdragon® X2 Elite | 3.505 ms | 0 - 0 MB | NPU
96
- | SINet | QNN_DLC | w8a16 | Snapdragon® X Elite | 7.17 ms | 0 - 0 MB | NPU
97
- | SINet | QNN_DLC | w8a16 | Snapdragon® 8 Gen 3 Mobile | 4.077 ms | 0 - 50 MB | NPU
98
- | SINet | QNN_DLC | w8a16 | Snapdragon® 8 Gen 1 Mobile | 7.172 ms | 0 - 54 MB | NPU
99
  | SINet | QNN_DLC | w8a16 | Qualcomm® Dragonwing™ IQ-8275 | 5.448 ms | 0 - 3 MB | NPU
100
- | SINet | QNN_DLC | w8a16 | Qualcomm® Dragonwing™ IQ-8275 | 10.797 ms | 0 - 37 MB | NPU
101
- | SINet | QNN_DLC | w8a16 | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 6.575 ms | 0 - 2 MB | NPU
102
- | SINet | QNN_DLC | w8a16 | Qualcomm® SA8775P | 7.055 ms | 0 - 40 MB | NPU
103
- | SINet | QNN_DLC | w8a16 | Qualcomm® SA8650P | 7.055 ms | 0 - 40 MB | NPU
104
- | SINet | QNN_DLC | w8a16 | Qualcomm® SA8255P | 7.055 ms | 0 - 40 MB | NPU
105
- | SINet | QNN_DLC | w8a16 | Qualcomm® QCS8450 | 7.172 ms | 0 - 54 MB | NPU
106
- | SINet | QNN_DLC | w8a16 | Qualcomm® Dragonwing™ IQ-9075 | 8.251 ms | 0 - 3 MB | NPU
107
- | SINet | QNN_DLC | w8a16 | Qualcomm® Dragonwing™ IQ-X7181 | 7.17 ms | 0 - 0 MB | NPU
108
- | SINet | QNN_DLC | w8a16 | Qualcomm® Dragonwing™ Q-8750 | 3.439 ms | 0 - 41 MB | NPU
109
- | SINet | QNN_DLC | w8a16 | Qualcomm® SA7255P | 10.797 ms | 0 - 37 MB | NPU
110
  | SINet | QNN_DLC | w8a16 | Qualcomm® SA8295P | 8.141 ms | 0 - 37 MB | NPU
111
- | SINet | QNN_DLC | w8a16 | Snapdragon® 8 Elite Mobile | 3.439 ms | 0 - 41 MB | NPU
112
- | SINet | QNN_DLC | w8a16 | Snapdragon® 8 Elite Gen 5 Mobile | 3.214 ms | 0 - 40 MB | NPU
113
- | SINet | QNN_DLC | w8a8 | Snapdragon® X2 Elite | 2.345 ms | 0 - 0 MB | NPU
114
- | SINet | QNN_DLC | w8a8 | Snapdragon® X Elite | 4.713 ms | 0 - 0 MB | NPU
115
- | SINet | QNN_DLC | w8a8 | Snapdragon® 8 Gen 3 Mobile | 2.905 ms | 0 - 47 MB | NPU
116
- | SINet | QNN_DLC | w8a8 | Snapdragon® 8 Gen 1 Mobile | 4.63 ms | 0 - 51 MB | NPU
117
- | SINet | QNN_DLC | w8a8 | Qualcomm® Dragonwing™ IQ-8275 | 4.034 ms | 0 - 3 MB | NPU
118
- | SINet | QNN_DLC | w8a8 | Qualcomm® Dragonwing™ IQ-8275 | 7.754 ms | 0 - 35 MB | NPU
119
- | SINet | QNN_DLC | w8a8 | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 4.487 ms | 0 - 2 MB | NPU
120
- | SINet | QNN_DLC | w8a8 | Qualcomm® SA8775P | 4.694 ms | 0 - 39 MB | NPU
121
- | SINet | QNN_DLC | w8a8 | Qualcomm® SA8650P | 4.694 ms | 0 - 39 MB | NPU
122
- | SINet | QNN_DLC | w8a8 | Qualcomm® SA8255P | 4.694 ms | 0 - 39 MB | NPU
123
- | SINet | QNN_DLC | w8a8 | Qualcomm® QCS8450 | 4.63 ms | 0 - 51 MB | NPU
124
- | SINet | QNN_DLC | w8a8 | Qualcomm® Dragonwing™ IQ-9075 | 4.827 ms | 0 - 2 MB | NPU
125
- | SINet | QNN_DLC | w8a8 | Qualcomm® Dragonwing™ IQ-X7181 | 4.713 ms | 0 - 0 MB | NPU
126
- | SINet | QNN_DLC | w8a8 | Qualcomm® Dragonwing™ Q-8750 | 2.364 ms | 0 - 40 MB | NPU
127
- | SINet | QNN_DLC | w8a8 | Qualcomm® SA7255P | 7.754 ms | 0 - 35 MB | NPU
128
- | SINet | QNN_DLC | w8a8 | Qualcomm® SA8295P | 5.21 ms | 0 - 35 MB | NPU
129
- | SINet | QNN_DLC | w8a8 | Snapdragon® 8 Elite Mobile | 2.364 ms | 0 - 40 MB | NPU
130
- | SINet | QNN_DLC | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 2.139 ms | 0 - 38 MB | NPU
131
- | SINet | TFLITE | float | Snapdragon® 8 Gen 3 Mobile | 2.111 ms | 0 - 45 MB | NPU
132
- | SINet | TFLITE | float | Snapdragon® 8 Gen 1 Mobile | 3.773 ms | 0 - 53 MB | NPU
133
- | SINet | TFLITE | float | Qualcomm® Dragonwing™ IQ-8275 | 3.089 ms | 1 - 5 MB | NPU
134
- | SINet | TFLITE | float | Qualcomm® Dragonwing™ IQ-8275 | 6.673 ms | 1 - 35 MB | NPU
135
- | SINet | TFLITE | float | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 3.41 ms | 0 - 2 MB | NPU
136
- | SINet | TFLITE | float | Qualcomm® SA8775P | 3.915 ms | 0 - 38 MB | NPU
137
- | SINet | TFLITE | float | Qualcomm® SA8650P | 3.915 ms | 0 - 38 MB | NPU
138
- | SINet | TFLITE | float | Qualcomm® SA8255P | 3.915 ms | 0 - 38 MB | NPU
139
- | SINet | TFLITE | float | Qualcomm® QCS8450 | 3.773 ms | 0 - 53 MB | NPU
140
- | SINet | TFLITE | float | Qualcomm® Dragonwing™ IQ-9075 | 3.714 ms | 1 - 4 MB | NPU
141
- | SINet | TFLITE | float | Qualcomm® Dragonwing™ Q-8750 | 1.799 ms | 0 - 36 MB | NPU
142
- | SINet | TFLITE | float | Qualcomm® SA7255P | 6.673 ms | 1 - 35 MB | NPU
143
- | SINet | TFLITE | float | Qualcomm® SA8295P | 4.667 ms | 1 - 35 MB | NPU
144
- | SINet | TFLITE | float | Snapdragon® 8 Elite Mobile | 1.799 ms | 0 - 36 MB | NPU
145
- | SINet | TFLITE | float | Snapdragon® 8 Elite Gen 5 Mobile | 1.138 ms | 0 - 35 MB | NPU
146
 
147
  ## License
148
  * The license for the original implementation of SINet can be found
 
1
  ---
2
  library_name: pytorch
3
+ license: mit
4
  tags:
5
  - android
6
  pipeline_tag: image-segmentation
 
14
  SINet is a machine learning model that is designed to segment people from close-up portrait images in real time.
15
 
16
  This is based on the implementation of SINet found [here](https://github.com/clovaai/ext_portrait_segmentation).
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/v0.61.0/src/qai_hub_models/models/sinet) 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/sinet/releases/v0.61.0/sinet-onnx-float.zip)
31
+ | QNN_DLC | float | Universal | QAIRT 2.45 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/sinet/releases/v0.61.0/sinet-qnn_dlc-float.zip)
32
+ | QNN_DLC | w8a16 | Universal | QAIRT 2.45 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/sinet/releases/v0.61.0/sinet-qnn_dlc-w8a16.zip)
33
+ | QNN_DLC | w8a8 | Universal | QAIRT 2.45 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/sinet/releases/v0.61.0/sinet-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/sinet/releases/v0.61.0/sinet-tflite-float.zip)
35
 
36
  For more device-specific assets and performance metrics, visit **[SINet on Qualcomm® AI Hub](https://aihub.qualcomm.com/models/sinet)**.
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/v0.61.0/src/qai_hub_models/models/sinet) 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 [SINet on GitHub](https://github.com/qualcomm/ai-hub-models/blob/v0.61.0/src/qai_hub_models/models/sinet) for usage instructions.
49
 
50
  ## Model Details
51
 
 
62
  ## Performance Summary
63
  | Model | Runtime | Precision | Chipset | Inference Time (ms) | Peak Memory Range (MB) | Primary Compute Unit
64
  |---|---|---|---|---|---|---
65
+ | SINet | ONNX | float | Snapdragon® X2 Elite | 0.762 ms | 2 - 2 MB | NPU
66
+ | SINet | ONNX | float | Snapdragon® X Elite | 1.733 ms | 2 - 2 MB | NPU
67
+ | SINet | ONNX | float | Snapdragon® 8 Gen 3 Mobile | 1.12 ms | 0 - 47 MB | NPU
68
+ | SINet | ONNX | float | Snapdragon® 8 Gen 1 Mobile | 2.032 ms | 1 - 57 MB | NPU
69
+ | SINet | ONNX | float | Qualcomm® Dragonwing™ IQ-8275 | 1.84 ms | 1 - 5 MB | NPU
70
+ | SINet | ONNX | float | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 1.687 ms | 0 - 4 MB | NPU
71
+ | SINet | ONNX | float | Qualcomm® QCS8450 | 2.032 ms | 1 - 57 MB | NPU
72
+ | SINet | ONNX | float | Qualcomm® Dragonwing™ IQ-9075 | 1.909 ms | 1 - 5 MB | NPU
73
+ | SINet | ONNX | float | Qualcomm® Dragonwing™ IQ-X7181 | 1.733 ms | 2 - 2 MB | NPU
74
+ | SINet | ONNX | float | Qualcomm® Dragonwing™ Q-8750 | 0.841 ms | 0 - 34 MB | NPU
75
+ | SINet | ONNX | float | Snapdragon® 8 Elite Mobile | 0.841 ms | 0 - 34 MB | NPU
76
+ | SINet | ONNX | float | Snapdragon® 8 Elite Gen 5 Mobile | 0.707 ms | 0 - 37 MB | NPU
77
+ | SINet | QNN_DLC | float | Snapdragon® X2 Elite | 1.416 ms | 1 - 1 MB | NPU
78
+ | SINet | QNN_DLC | float | Snapdragon® X Elite | 3.845 ms | 1 - 1 MB | NPU
79
+ | SINet | QNN_DLC | float | Snapdragon® 8 Gen 3 Mobile | 2.107 ms | 0 - 46 MB | NPU
80
+ | SINet | QNN_DLC | float | Snapdragon® 8 Gen 1 Mobile | 3.74 ms | 0 - 55 MB | NPU
81
  | SINet | QNN_DLC | float | Qualcomm® Dragonwing™ IQ-8275 | 3.062 ms | 1 - 4 MB | NPU
82
+ | SINet | QNN_DLC | float | Qualcomm® Dragonwing™ IQ-8275 | 6.627 ms | 1 - 34 MB | NPU
83
+ | SINet | QNN_DLC | float | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 3.431 ms | 1 - 3 MB | NPU
84
+ | SINet | QNN_DLC | float | Qualcomm® SA8775P | 3.922 ms | 1 - 36 MB | NPU
85
+ | SINet | QNN_DLC | float | Qualcomm® SA8650P | 3.922 ms | 1 - 36 MB | NPU
86
+ | SINet | QNN_DLC | float | Qualcomm® SA8255P | 3.922 ms | 1 - 36 MB | NPU
87
+ | SINet | QNN_DLC | float | Qualcomm® QCS8450 | 3.74 ms | 0 - 55 MB | NPU
88
+ | SINet | QNN_DLC | float | Qualcomm® Dragonwing™ IQ-9075 | 3.694 ms | 1 - 4 MB | NPU
89
+ | SINet | QNN_DLC | float | Qualcomm® Dragonwing™ IQ-X7181 | 3.845 ms | 1 - 1 MB | NPU
90
+ | SINet | QNN_DLC | float | Qualcomm® Dragonwing™ Q-8750 | 1.801 ms | 1 - 33 MB | NPU
91
+ | SINet | QNN_DLC | float | Qualcomm® SA7255P | 6.627 ms | 1 - 34 MB | NPU
92
+ | SINet | QNN_DLC | float | Qualcomm® SA8295P | 4.64 ms | 1 - 36 MB | NPU
93
+ | SINet | QNN_DLC | float | Snapdragon® 8 Elite Mobile | 1.801 ms | 1 - 33 MB | NPU
94
+ | SINet | QNN_DLC | float | Snapdragon® 8 Elite Gen 5 Mobile | 1.129 ms | 1 - 36 MB | NPU
95
+ | SINet | QNN_DLC | w8a16 | Snapdragon® X2 Elite | 3.504 ms | 0 - 0 MB | NPU
96
+ | SINet | QNN_DLC | w8a16 | Snapdragon® X Elite | 7.156 ms | 0 - 0 MB | NPU
97
+ | SINet | QNN_DLC | w8a16 | Snapdragon® 8 Gen 3 Mobile | 4.079 ms | 0 - 49 MB | NPU
98
+ | SINet | QNN_DLC | w8a16 | Snapdragon® 8 Gen 1 Mobile | 7.115 ms | 0 - 55 MB | NPU
99
  | SINet | QNN_DLC | w8a16 | Qualcomm® Dragonwing™ IQ-8275 | 5.448 ms | 0 - 3 MB | NPU
100
+ | SINet | QNN_DLC | w8a16 | Qualcomm® Dragonwing™ IQ-8275 | 10.829 ms | 0 - 38 MB | NPU
101
+ | SINet | QNN_DLC | w8a16 | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 6.582 ms | 0 - 2 MB | NPU
102
+ | SINet | QNN_DLC | w8a16 | Qualcomm® SA8775P | 7.045 ms | 0 - 41 MB | NPU
103
+ | SINet | QNN_DLC | w8a16 | Qualcomm® SA8650P | 7.045 ms | 0 - 41 MB | NPU
104
+ | SINet | QNN_DLC | w8a16 | Qualcomm® SA8255P | 7.045 ms | 0 - 41 MB | NPU
105
+ | SINet | QNN_DLC | w8a16 | Qualcomm® QCS8450 | 7.115 ms | 0 - 55 MB | NPU
106
+ | SINet | QNN_DLC | w8a16 | Qualcomm® Dragonwing™ IQ-9075 | 6.832 ms | 2 - 5 MB | NPU
107
+ | SINet | QNN_DLC | w8a16 | Qualcomm® Dragonwing™ IQ-X7181 | 7.156 ms | 0 - 0 MB | NPU
108
+ | SINet | QNN_DLC | w8a16 | Qualcomm® Dragonwing™ Q-8750 | 3.438 ms | 0 - 37 MB | NPU
109
+ | SINet | QNN_DLC | w8a16 | Qualcomm® SA7255P | 10.829 ms | 0 - 38 MB | NPU
110
  | SINet | QNN_DLC | w8a16 | Qualcomm® SA8295P | 8.141 ms | 0 - 37 MB | NPU
111
+ | SINet | QNN_DLC | w8a16 | Snapdragon® 8 Elite Mobile | 3.438 ms | 0 - 37 MB | NPU
112
+ | SINet | QNN_DLC | w8a16 | Snapdragon® 8 Elite Gen 5 Mobile | 3.209 ms | 0 - 39 MB | NPU
113
+ | SINet | QNN_DLC | w8a8 | Snapdragon® X2 Elite | 2.346 ms | 0 - 0 MB | NPU
114
+ | SINet | QNN_DLC | w8a8 | Snapdragon® X Elite | 4.732 ms | 0 - 0 MB | NPU
115
+ | SINet | QNN_DLC | w8a8 | Snapdragon® 8 Gen 3 Mobile | 2.906 ms | 0 - 47 MB | NPU
116
+ | SINet | QNN_DLC | w8a8 | Snapdragon® 8 Gen 1 Mobile | 4.631 ms | 0 - 52 MB | NPU
117
+ | SINet | QNN_DLC | w8a8 | Qualcomm® Dragonwing™ IQ-8275 | 4.036 ms | 0 - 3 MB | NPU
118
+ | SINet | QNN_DLC | w8a8 | Qualcomm® Dragonwing™ IQ-8275 | 7.736 ms | 0 - 38 MB | NPU
119
+ | SINet | QNN_DLC | w8a8 | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 4.48 ms | 0 - 2 MB | NPU
120
+ | SINet | QNN_DLC | w8a8 | Qualcomm® SA8775P | 4.706 ms | 0 - 39 MB | NPU
121
+ | SINet | QNN_DLC | w8a8 | Qualcomm® SA8650P | 4.706 ms | 0 - 39 MB | NPU
122
+ | SINet | QNN_DLC | w8a8 | Qualcomm® SA8255P | 4.706 ms | 0 - 39 MB | NPU
123
+ | SINet | QNN_DLC | w8a8 | Qualcomm® QCS8450 | 4.631 ms | 0 - 52 MB | NPU
124
+ | SINet | QNN_DLC | w8a8 | Qualcomm® Dragonwing™ IQ-9075 | 4.825 ms | 0 - 2 MB | NPU
125
+ | SINet | QNN_DLC | w8a8 | Qualcomm® Dragonwing™ IQ-X7181 | 4.732 ms | 0 - 0 MB | NPU
126
+ | SINet | QNN_DLC | w8a8 | Qualcomm® Dragonwing™ Q-8750 | 2.352 ms | 0 - 36 MB | NPU
127
+ | SINet | QNN_DLC | w8a8 | Qualcomm® SA7255P | 7.736 ms | 0 - 38 MB | NPU
128
+ | SINet | QNN_DLC | w8a8 | Qualcomm® SA8295P | 5.187 ms | 0 - 35 MB | NPU
129
+ | SINet | QNN_DLC | w8a8 | Snapdragon® 8 Elite Mobile | 2.352 ms | 0 - 36 MB | NPU
130
+ | SINet | QNN_DLC | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 2.14 ms | 0 - 38 MB | NPU
131
+ | SINet | TFLITE | float | Snapdragon® 8 Gen 3 Mobile | 2.106 ms | 0 - 45 MB | NPU
132
+ | SINet | TFLITE | float | Snapdragon® 8 Gen 1 Mobile | 3.781 ms | 0 - 54 MB | NPU
133
+ | SINet | TFLITE | float | Qualcomm® Dragonwing™ IQ-8275 | 3.077 ms | 0 - 5 MB | NPU
134
+ | SINet | TFLITE | float | Qualcomm® Dragonwing™ IQ-8275 | 6.656 ms | 1 - 35 MB | NPU
135
+ | SINet | TFLITE | float | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 3.405 ms | 0 - 2 MB | NPU
136
+ | SINet | TFLITE | float | Qualcomm® SA8775P | 3.916 ms | 0 - 38 MB | NPU
137
+ | SINet | TFLITE | float | Qualcomm® SA8650P | 3.916 ms | 0 - 38 MB | NPU
138
+ | SINet | TFLITE | float | Qualcomm® SA8255P | 3.916 ms | 0 - 38 MB | NPU
139
+ | SINet | TFLITE | float | Qualcomm® QCS8450 | 3.781 ms | 0 - 54 MB | NPU
140
+ | SINet | TFLITE | float | Qualcomm® Dragonwing™ IQ-9075 | 3.703 ms | 1 - 4 MB | NPU
141
+ | SINet | TFLITE | float | Qualcomm® Dragonwing™ Q-8750 | 1.806 ms | 0 - 30 MB | NPU
142
+ | SINet | TFLITE | float | Qualcomm® SA7255P | 6.656 ms | 1 - 35 MB | NPU
143
+ | SINet | TFLITE | float | Qualcomm® SA8295P | 4.661 ms | 1 - 35 MB | NPU
144
+ | SINet | TFLITE | float | Snapdragon® 8 Elite Mobile | 1.806 ms | 0 - 30 MB | NPU
145
+ | SINet | TFLITE | float | Snapdragon® 8 Elite Gen 5 Mobile | 1.137 ms | 0 - 35 MB | NPU
146
 
147
  ## License
148
  * The license for the original implementation of SINet can be found
release_assets.json CHANGED
@@ -1,5 +1,5 @@
1
  {
2
- "version": "0.60.0",
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/sinet/releases/v0.60.0/sinet-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/sinet/releases/v0.60.0/sinet-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/sinet/releases/v0.60.0/sinet-tflite-float.zip"
24
  }
25
  }
26
  },
@@ -30,7 +30,7 @@
30
  "tool_versions": {
31
  "qairt": "2.45.0.260326154327"
32
  },
33
- "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/sinet/releases/v0.60.0/sinet-qnn_dlc-w8a16.zip"
34
  }
35
  }
36
  },
@@ -40,7 +40,7 @@
40
  "tool_versions": {
41
  "qairt": "2.45.0.260326154327"
42
  },
43
- "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/sinet/releases/v0.60.0/sinet-qnn_dlc-w8a8.zip"
44
  }
45
  }
46
  }
 
1
  {
2
+ "version": "0.61.0",
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/sinet/releases/v0.61.0/sinet-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/sinet/releases/v0.61.0/sinet-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/sinet/releases/v0.61.0/sinet-tflite-float.zip"
24
  }
25
  }
26
  },
 
30
  "tool_versions": {
31
  "qairt": "2.45.0.260326154327"
32
  },
33
+ "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/sinet/releases/v0.61.0/sinet-qnn_dlc-w8a16.zip"
34
  }
35
  }
36
  },
 
40
  "tool_versions": {
41
  "qairt": "2.45.0.260326154327"
42
  },
43
+ "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/sinet/releases/v0.61.0/sinet-qnn_dlc-w8a8.zip"
44
  }
45
  }
46
  }