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FFNet-54S

Image Segmentation
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v0.63.0

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See https://github.com/qualcomm/ai-hub-models/releases/v0.63.0 for changelog.

Files changed (2) hide show
  1. README.md +103 -107
  2. release_assets.json +13 -13
README.md CHANGED
@@ -14,7 +14,7 @@ pipeline_tag: image-segmentation
14
  FFNet-54S is a "fuss-free network" that segments street scene images with per-pixel classes like road, sidewalk, and pedestrian. Trained on the Cityscapes dataset.
15
 
16
  This is based on the implementation of FFNet-54S found [here](https://github.com/Qualcomm-AI-research/FFNet).
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/v0.62.2/src/qai_hub_models/models/ffnet_54s) 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
 
@@ -27,26 +27,26 @@ Below are pre-exported model assets ready for deployment.
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  | Runtime | Precision | Chipset | SDK Versions | Download |
29
  |---|---|---|---|---|
30
- | ONNX | float | Universal | QAIRT 2.45, ONNX Runtime 1.27.1 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/ffnet_54s/releases/v0.62.2/ffnet_54s-onnx-float.zip)
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- | ONNX | w8a8 | Universal | QAIRT 2.45, ONNX Runtime 1.27.1 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/ffnet_54s/releases/v0.62.2/ffnet_54s-onnx-w8a8.zip)
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- | QNN_DLC | float | Universal | QAIRT 2.45 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/ffnet_54s/releases/v0.62.2/ffnet_54s-qnn_dlc-float.zip)
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- | QNN_DLC | w8a8 | Universal | QAIRT 2.45 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/ffnet_54s/releases/v0.62.2/ffnet_54s-qnn_dlc-w8a8.zip)
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- | TFLITE | float | Universal | QAIRT 2.45 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/ffnet_54s/releases/v0.62.2/ffnet_54s-tflite-float.zip)
35
- | TFLITE | w8a8 | Universal | QAIRT 2.45 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/ffnet_54s/releases/v0.62.2/ffnet_54s-tflite-w8a8.zip)
36
 
37
  For more device-specific assets and performance metrics, visit **[FFNet-54S on Qualcomm® AI Hub](https://aihub.qualcomm.com/models/ffnet_54s)**.
38
 
39
 
40
  ### Option 2: Export with Custom Configurations
41
 
42
- Use the [Qualcomm® AI Hub Models](https://github.com/qualcomm/ai-hub-models/blob/v0.62.2/src/qai_hub_models/models/ffnet_54s) Python library to compile and export the model with your own:
43
  - Custom weights (e.g., fine-tuned checkpoints)
44
  - Custom input shapes
45
  - Target device and runtime configurations
46
 
47
  This option is ideal if you need to customize the model beyond the default configuration provided here.
48
 
49
- See our repository for [FFNet-54S on GitHub](https://github.com/qualcomm/ai-hub-models/blob/v0.62.2/src/qai_hub_models/models/ffnet_54s) for usage instructions.
50
 
51
  ## Model Details
52
 
@@ -63,104 +63,100 @@ See our repository for [FFNet-54S on GitHub](https://github.com/qualcomm/ai-hub-
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  ## Performance Summary
64
  | Model | Runtime | Precision | Chipset | Inference Time (ms) | Peak Memory Range (MB) | Primary Compute Unit
65
  |---|---|---|---|---|---|---
66
- | FFNet-54S | ONNX | float | Snapdragon® X2 Elite | 15.532 ms | 24 - 24 MB | NPU
67
- | FFNet-54S | ONNX | float | Snapdragon® X Elite | 34.057 ms | 24 - 24 MB | NPU
68
- | FFNet-54S | ONNX | float | Snapdragon® 8 Gen 3 Mobile | 24.47 ms | 1 - 301 MB | NPU
69
- | FFNet-54S | ONNX | float | Snapdragon® 8 Gen 1 Mobile | 52.506 ms | 4 - 273 MB | NPU
70
- | FFNet-54S | ONNX | float | Qualcomm® Dragonwing™ IQ-8275 | 49.819 ms | 24 - 51 MB | NPU
71
- | FFNet-54S | ONNX | float | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 34.956 ms | 24 - 38 MB | NPU
72
- | FFNet-54S | ONNX | float | Qualcomm® QCS8450 | 52.506 ms | 4 - 273 MB | NPU
73
- | FFNet-54S | ONNX | float | Qualcomm® Dragonwing™ IQ-9075 | 49.475 ms | 24 - 51 MB | NPU
74
- | FFNet-54S | ONNX | float | Qualcomm® Dragonwing™ IQ-X7181 | 34.057 ms | 24 - 24 MB | NPU
75
- | FFNet-54S | ONNX | float | Qualcomm® Dragonwing™ Q-8750 | 19.222 ms | 6 - 196 MB | NPU
76
- | FFNet-54S | ONNX | float | Snapdragon® 8 Elite Mobile | 19.222 ms | 6 - 196 MB | NPU
77
- | FFNet-54S | ONNX | float | Snapdragon® 8 Elite Gen 5 Mobile | 14.381 ms | 5 - 219 MB | NPU
78
- | FFNet-54S | ONNX | w8a8 | Snapdragon® X2 Elite | 7.367 ms | 7 - 7 MB | NPU
79
- | FFNet-54S | ONNX | w8a8 | Snapdragon® X Elite | 11.916 ms | 13 - 13 MB | NPU
80
- | FFNet-54S | ONNX | w8a8 | Snapdragon® 8 Gen 3 Mobile | 7.361 ms | 7 - 271 MB | NPU
81
- | FFNet-54S | ONNX | w8a8 | Snapdragon® 8 Gen 1 Mobile | 16.809 ms | 7 - 270 MB | NPU
82
- | FFNet-54S | ONNX | w8a8 | Qualcomm® Dragonwing™ QCS6490 | 52.133 ms | 6 - 9 MB | NPU
83
- | FFNet-54S | ONNX | w8a8 | Qualcomm® Dragonwing™ IQ-8275 | 10.857 ms | 6 - 10 MB | NPU
84
- | FFNet-54S | ONNX | w8a8 | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 11.326 ms | 0 - 16 MB | NPU
85
- | FFNet-54S | ONNX | w8a8 | Qualcomm® QCS8450 | 16.809 ms | 7 - 270 MB | NPU
86
- | FFNet-54S | ONNX | w8a8 | Qualcomm® Dragonwing™ IQ-9075 | 11.746 ms | 6 - 9 MB | NPU
87
- | FFNet-54S | ONNX | w8a8 | Qualcomm® Dragonwing™ IQ-X7181 | 11.916 ms | 13 - 13 MB | NPU
88
- | FFNet-54S | ONNX | w8a8 | Qualcomm® Dragonwing™ Q-6690 | 123.753 ms | 6 - 254 MB | NPU
89
- | FFNet-54S | ONNX | w8a8 | Qualcomm® Dragonwing™ Q-7790 | 14.991 ms | 7 - 223 MB | NPU
90
- | FFNet-54S | ONNX | w8a8 | Qualcomm® Dragonwing™ Q-8750 | 11.761 ms | 1 - 201 MB | NPU
91
- | FFNet-54S | ONNX | w8a8 | Snapdragon® 8 Elite Mobile | 11.761 ms | 1 - 201 MB | NPU
92
- | FFNet-54S | ONNX | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 6.988 ms | 1 - 203 MB | NPU
93
- | FFNet-54S | ONNX | w8a8 | Snapdragon® 7 Gen 4 Mobile | 14.991 ms | 7 - 223 MB | NPU
94
- | FFNet-54S | QNN_DLC | float | Snapdragon® X2 Elite | 15.81 ms | 24 - 24 MB | NPU
95
- | FFNet-54S | QNN_DLC | float | Snapdragon® X Elite | 39.86 ms | 24 - 24 MB | NPU
96
- | FFNet-54S | QNN_DLC | float | Snapdragon® 8 Gen 3 Mobile | 26.554 ms | 15 - 292 MB | NPU
97
- | FFNet-54S | QNN_DLC | float | Snapdragon® 8 Gen 1 Mobile | 77.025 ms | 24 - 296 MB | NPU
98
- | FFNet-54S | QNN_DLC | float | Qualcomm® Dragonwing™ IQ-8275 | 53.644 ms | 24 - 53 MB | NPU
99
- | FFNet-54S | QNN_DLC | float | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 38.405 ms | 24 - 26 MB | NPU
100
- | FFNet-54S | QNN_DLC | float | Qualcomm® SA8775P | 53.663 ms | 24 - 224 MB | NPU
101
- | FFNet-54S | QNN_DLC | float | Qualcomm® SA8650P | 53.663 ms | 24 - 224 MB | NPU
102
- | FFNet-54S | QNN_DLC | float | Qualcomm® SA8255P | 53.663 ms | 24 - 224 MB | NPU
103
- | FFNet-54S | QNN_DLC | float | Qualcomm® QCS8450 | 77.025 ms | 24 - 296 MB | NPU
104
- | FFNet-54S | QNN_DLC | float | Qualcomm® Dragonwing™ IQ-9075 | 55.161 ms | 24 - 52 MB | NPU
105
- | FFNet-54S | QNN_DLC | float | Qualcomm® Dragonwing™ IQ-X7181 | 39.86 ms | 24 - 24 MB | NPU
106
- | FFNet-54S | QNN_DLC | float | Qualcomm® Dragonwing™ Q-8750 | 19.651 ms | 19 - 241 MB | NPU
107
- | FFNet-54S | QNN_DLC | float | Qualcomm® SA7255P | 155.416 ms | 24 - 224 MB | NPU
108
- | FFNet-54S | QNN_DLC | float | Qualcomm® SA8295P | 59.227 ms | 24 - 223 MB | NPU
109
- | FFNet-54S | QNN_DLC | float | Snapdragon® 8 Elite Mobile | 19.651 ms | 19 - 241 MB | NPU
110
- | FFNet-54S | QNN_DLC | float | Snapdragon® 8 Elite Gen 5 Mobile | 13.751 ms | 16 - 260 MB | NPU
111
- | FFNet-54S | QNN_DLC | w8a8 | Snapdragon® X2 Elite | 6.49 ms | 6 - 6 MB | NPU
112
- | FFNet-54S | QNN_DLC | w8a8 | Snapdragon® X Elite | 16.766 ms | 6 - 6 MB | NPU
113
- | FFNet-54S | QNN_DLC | w8a8 | Snapdragon® 8 Gen 3 Mobile | 10.95 ms | 6 - 268 MB | NPU
114
- | FFNet-54S | QNN_DLC | w8a8 | Snapdragon® 8 Gen 1 Mobile | 22.194 ms | 6 - 266 MB | NPU
115
- | FFNet-54S | QNN_DLC | w8a8 | Qualcomm® Dragonwing™ QCS6490 | 58.892 ms | 5 - 13 MB | NPU
116
- | FFNet-54S | QNN_DLC | w8a8 | Qualcomm® Dragonwing™ IQ-8275 | 15.813 ms | 3 - 12 MB | NPU
117
- | FFNet-54S | QNN_DLC | w8a8 | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 15.741 ms | 6 - 8 MB | NPU
118
- | FFNet-54S | QNN_DLC | w8a8 | Qualcomm® SA8775P | 16.267 ms | 6 - 212 MB | NPU
119
- | FFNet-54S | QNN_DLC | w8a8 | Qualcomm® SA8650P | 16.267 ms | 6 - 212 MB | NPU
120
- | FFNet-54S | QNN_DLC | w8a8 | Qualcomm® SA8255P | 16.267 ms | 6 - 212 MB | NPU
121
- | FFNet-54S | QNN_DLC | w8a8 | Qualcomm® QCS8450 | 22.194 ms | 6 - 266 MB | NPU
122
- | FFNet-54S | QNN_DLC | w8a8 | Qualcomm® Dragonwing™ IQ-9075 | 16.448 ms | 6 - 14 MB | NPU
123
- | FFNet-54S | QNN_DLC | w8a8 | Qualcomm® Dragonwing™ IQ-X7181 | 16.766 ms | 6 - 6 MB | NPU
124
- | FFNet-54S | QNN_DLC | w8a8 | Qualcomm® Dragonwing™ Q-6690 | 142.512 ms | 6 - 244 MB | NPU
125
- | FFNet-54S | QNN_DLC | w8a8 | Qualcomm® Dragonwing™ Q-7790 | 20.476 ms | 6 - 229 MB | NPU
126
- | FFNet-54S | QNN_DLC | w8a8 | Qualcomm® Dragonwing™ Q-8750 | 7.498 ms | 6 - 225 MB | NPU
127
- | FFNet-54S | QNN_DLC | w8a8 | Qualcomm® SA7255P | 35.563 ms | 6 - 211 MB | NPU
128
- | FFNet-54S | QNN_DLC | w8a8 | Qualcomm® SA8295P | 21.317 ms | 6 - 215 MB | NPU
129
- | FFNet-54S | QNN_DLC | w8a8 | Snapdragon® 8 Elite Mobile | 7.498 ms | 6 - 225 MB | NPU
130
- | FFNet-54S | QNN_DLC | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 5.572 ms | 6 - 239 MB | NPU
131
- | FFNet-54S | QNN_DLC | w8a8 | Snapdragon® 7 Gen 4 Mobile | 20.476 ms | 6 - 229 MB | NPU
132
- | FFNet-54S | TFLITE | float | Snapdragon® 8 Gen 3 Mobile | 26.724 ms | 1 - 332 MB | NPU
133
- | FFNet-54S | TFLITE | float | Snapdragon® 8 Gen 1 Mobile | 76.972 ms | 2 - 324 MB | NPU
134
- | FFNet-54S | TFLITE | float | Qualcomm® Dragonwing™ IQ-8275 | 53.898 ms | 0 - 65 MB | NPU
135
- | FFNet-54S | TFLITE | float | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 38.306 ms | 2 - 5 MB | NPU
136
- | FFNet-54S | TFLITE | float | Qualcomm® SA8775P | 53.773 ms | 3 - 225 MB | NPU
137
- | FFNet-54S | TFLITE | float | Qualcomm® SA8650P | 53.773 ms | 3 - 225 MB | NPU
138
- | FFNet-54S | TFLITE | float | Qualcomm® SA8255P | 53.773 ms | 3 - 225 MB | NPU
139
- | FFNet-54S | TFLITE | float | Qualcomm® QCS8450 | 76.972 ms | 2 - 324 MB | NPU
140
- | FFNet-54S | TFLITE | float | Qualcomm® Dragonwing™ IQ-9075 | 54.502 ms | 0 - 64 MB | NPU
141
- | FFNet-54S | TFLITE | float | Qualcomm® Dragonwing™ Q-8750 | 19.589 ms | 1 - 243 MB | NPU
142
- | FFNet-54S | TFLITE | float | Qualcomm® SA7255P | 155.575 ms | 3 - 224 MB | NPU
143
- | FFNet-54S | TFLITE | float | Qualcomm® SA8295P | 59.262 ms | 3 - 222 MB | NPU
144
- | FFNet-54S | TFLITE | float | Snapdragon® 8 Elite Mobile | 19.589 ms | 1 - 243 MB | NPU
145
- | FFNet-54S | TFLITE | float | Snapdragon® 8 Elite Gen 5 Mobile | 13.627 ms | 2 - 264 MB | NPU
146
- | FFNet-54S | TFLITE | w8a8 | Snapdragon® 8 Gen 3 Mobile | 5.919 ms | 1 - 262 MB | NPU
147
- | FFNet-54S | TFLITE | w8a8 | Snapdragon® 8 Gen 1 Mobile | 13.398 ms | 1 - 265 MB | NPU
148
- | FFNet-54S | TFLITE | w8a8 | Qualcomm® Dragonwing™ QCS6490 | 44.703 ms | 1 - 27 MB | NPU
149
- | FFNet-54S | TFLITE | w8a8 | Qualcomm® Dragonwing™ IQ-8275 | 8.903 ms | 1 - 28 MB | NPU
150
- | FFNet-54S | TFLITE | w8a8 | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 8.239 ms | 0 - 6 MB | NPU
151
- | FFNet-54S | TFLITE | w8a8 | Qualcomm® SA8775P | 8.839 ms | 1 - 205 MB | NPU
152
- | FFNet-54S | TFLITE | w8a8 | Qualcomm® SA8650P | 8.839 ms | 1 - 205 MB | NPU
153
- | FFNet-54S | TFLITE | w8a8 | Qualcomm® SA8255P | 8.839 ms | 1 - 205 MB | NPU
154
- | FFNet-54S | TFLITE | w8a8 | Qualcomm® QCS8450 | 13.398 ms | 1 - 265 MB | NPU
155
- | FFNet-54S | TFLITE | w8a8 | Qualcomm® Dragonwing™ IQ-9075 | 8.612 ms | 1 - 27 MB | NPU
156
- | FFNet-54S | TFLITE | w8a8 | Qualcomm® Dragonwing™ Q-6690 | 118.574 ms | 2 - 237 MB | NPU
157
- | FFNet-54S | TFLITE | w8a8 | Qualcomm® Dragonwing™ Q-7790 | 12.619 ms | 0 - 219 MB | NPU
158
- | FFNet-54S | TFLITE | w8a8 | Qualcomm® Dragonwing™ Q-8750 | 4.446 ms | 0 - 221 MB | NPU
159
- | FFNet-54S | TFLITE | w8a8 | Qualcomm® SA7255P | 22.881 ms | 1 - 203 MB | NPU
160
- | FFNet-54S | TFLITE | w8a8 | Qualcomm® SA8295P | 13.172 ms | 1 - 207 MB | NPU
161
- | FFNet-54S | TFLITE | w8a8 | Snapdragon® 8 Elite Mobile | 4.446 ms | 0 - 221 MB | NPU
162
- | FFNet-54S | TFLITE | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 3.228 ms | 1 - 232 MB | NPU
163
- | FFNet-54S | TFLITE | w8a8 | Snapdragon® 7 Gen 4 Mobile | 12.619 ms | 0 - 219 MB | NPU
164
 
165
  ## License
166
  * The license for the original implementation of FFNet-54S can be found
 
14
  FFNet-54S is a "fuss-free network" that segments street scene images with per-pixel classes like road, sidewalk, and pedestrian. Trained on the Cityscapes dataset.
15
 
16
  This is based on the implementation of FFNet-54S found [here](https://github.com/Qualcomm-AI-research/FFNet).
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/v0.63.0/src/qai_hub_models/models/ffnet_54s) 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 2.50, ONNX Runtime 1.27.1 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/ffnet_54s/releases/v0.63.0/ffnet_54s-onnx-float.zip)
31
+ | ONNX | w8a8 | Universal | QAIRT 2.50, ONNX Runtime 1.27.1 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/ffnet_54s/releases/v0.63.0/ffnet_54s-onnx-w8a8.zip)
32
+ | QNN_DLC | float | Universal | QAIRT 2.50 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/ffnet_54s/releases/v0.63.0/ffnet_54s-qnn_dlc-float.zip)
33
+ | QNN_DLC | w8a8 | Universal | QAIRT 2.50 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/ffnet_54s/releases/v0.63.0/ffnet_54s-qnn_dlc-w8a8.zip)
34
+ | TFLITE | float | Universal | QAIRT 2.50 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/ffnet_54s/releases/v0.63.0/ffnet_54s-tflite-float.zip)
35
+ | TFLITE | w8a8 | Universal | QAIRT 2.50 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/ffnet_54s/releases/v0.63.0/ffnet_54s-tflite-w8a8.zip)
36
 
37
  For more device-specific assets and performance metrics, visit **[FFNet-54S on Qualcomm® AI Hub](https://aihub.qualcomm.com/models/ffnet_54s)**.
38
 
39
 
40
  ### Option 2: Export with Custom Configurations
41
 
42
+ Use the [Qualcomm® AI Hub Models](https://github.com/qualcomm/ai-hub-models/blob/v0.63.0/src/qai_hub_models/models/ffnet_54s) Python library to compile and export the model with your own:
43
  - Custom weights (e.g., fine-tuned checkpoints)
44
  - Custom input shapes
45
  - Target device and runtime configurations
46
 
47
  This option is ideal if you need to customize the model beyond the default configuration provided here.
48
 
49
+ See our repository for [FFNet-54S on GitHub](https://github.com/qualcomm/ai-hub-models/blob/v0.63.0/src/qai_hub_models/models/ffnet_54s) for usage instructions.
50
 
51
  ## Model Details
52
 
 
63
  ## Performance Summary
64
  | Model | Runtime | Precision | Chipset | Inference Time (ms) | Peak Memory Range (MB) | Primary Compute Unit
65
  |---|---|---|---|---|---|---
66
+ | FFNet-54S | ONNX | float | Snapdragon® 8 Elite Gen 5 For Galaxy Mobile | 14.3 ms | 5 - 212 MB | NPU
67
+ | FFNet-54S | ONNX | float | Snapdragon® 8 Elite For Galaxy Mobile | 18.454 ms | 7 - 192 MB | NPU
68
+ | FFNet-54S | ONNX | float | Snapdragon® X2 Elite | 15.401 ms | 24 - 24 MB | NPU
69
+ | FFNet-54S | ONNX | float | Snapdragon® X Elite | 32.526 ms | 24 - 24 MB | NPU
70
+ | FFNet-54S | ONNX | float | Snapdragon® 8 Gen 3 Mobile | 27.214 ms | 1 - 268 MB | NPU
71
+ | FFNet-54S | ONNX | float | Snapdragon® 8 Gen 1 Mobile | 50.172 ms | 28 - 287 MB | NPU
72
+ | FFNet-54S | ONNX | float | Qualcomm® Dragonwing™ IQ-8275 | 49.456 ms | 24 - 52 MB | NPU
73
+ | FFNet-54S | ONNX | float | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 33.738 ms | 24 - 27 MB | NPU
74
+ | FFNet-54S | ONNX | float | Qualcomm® QCS8450 | 50.172 ms | 28 - 287 MB | NPU
75
+ | FFNet-54S | ONNX | float | Qualcomm® Dragonwing™ IQ-9075 | 48.504 ms | 24 - 51 MB | NPU
76
+ | FFNet-54S | ONNX | float | Qualcomm® Dragonwing™ IQ-X7181 | 32.526 ms | 24 - 24 MB | NPU
77
+ | FFNet-54S | ONNX | float | Qualcomm® Dragonwing™ Q-8750 | 18.454 ms | 7 - 192 MB | NPU
78
+ | FFNet-54S | ONNX | w8a8 | Snapdragon® 8 Elite Gen 5 For Galaxy Mobile | 3.821 ms | 2 - 197 MB | NPU
79
+ | FFNet-54S | ONNX | w8a8 | Snapdragon® 8 Elite For Galaxy Mobile | 5.176 ms | 2 - 193 MB | NPU
80
+ | FFNet-54S | ONNX | w8a8 | Snapdragon® X2 Elite | 4.258 ms | 7 - 7 MB | NPU
81
+ | FFNet-54S | ONNX | w8a8 | Snapdragon® X Elite | 11.073 ms | 13 - 13 MB | NPU
82
+ | FFNet-54S | ONNX | w8a8 | Snapdragon® 8 Gen 3 Mobile | 6.848 ms | 7 - 262 MB | NPU
83
+ | FFNet-54S | ONNX | w8a8 | Snapdragon® 8 Gen 1 Mobile | 14.744 ms | 7 - 263 MB | NPU
84
+ | FFNet-54S | ONNX | w8a8 | Qualcomm® Dragonwing™ QCS6490 | 45.681 ms | 6 - 9 MB | NPU
85
+ | FFNet-54S | ONNX | w8a8 | Qualcomm® Dragonwing™ IQ-8275 | 10.232 ms | 6 - 10 MB | NPU
86
+ | FFNet-54S | ONNX | w8a8 | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 10.456 ms | 0 - 16 MB | NPU
87
+ | FFNet-54S | ONNX | w8a8 | Qualcomm® QCS8450 | 14.744 ms | 7 - 263 MB | NPU
88
+ | FFNet-54S | ONNX | w8a8 | Qualcomm® Dragonwing™ IQ-9075 | 12.273 ms | 6 - 9 MB | NPU
89
+ | FFNet-54S | ONNX | w8a8 | Qualcomm® Dragonwing™ IQ-X7181 | 11.073 ms | 13 - 13 MB | NPU
90
+ | FFNet-54S | ONNX | w8a8 | Qualcomm® Dragonwing™ Q-6690 | 133.654 ms | 5 - 209 MB | NPU
91
+ | FFNet-54S | ONNX | w8a8 | Qualcomm® Dragonwing™ Q-7790 | 15.713 ms | 7 - 216 MB | NPU
92
+ | FFNet-54S | ONNX | w8a8 | Qualcomm® Dragonwing™ Q-8750 | 5.176 ms | 2 - 193 MB | NPU
93
+ | FFNet-54S | ONNX | w8a8 | Snapdragon® 7 Gen 4 Mobile | 15.713 ms | 7 - 216 MB | NPU
94
+ | FFNet-54S | QNN_DLC | float | Snapdragon® 8 Elite Gen 5 For Galaxy Mobile | 13.615 ms | 14 - 236 MB | NPU
95
+ | FFNet-54S | QNN_DLC | float | Snapdragon® 8 Elite For Galaxy Mobile | 19.637 ms | 13 - 221 MB | NPU
96
+ | FFNet-54S | QNN_DLC | float | Snapdragon® X2 Elite | 15.926 ms | 24 - 24 MB | NPU
97
+ | FFNet-54S | QNN_DLC | float | Snapdragon® X Elite | 40.756 ms | 24 - 24 MB | NPU
98
+ | FFNet-54S | QNN_DLC | float | Snapdragon® 8 Gen 3 Mobile | 28.081 ms | 24 - 296 MB | NPU
99
+ | FFNet-54S | QNN_DLC | float | Snapdragon® 8 Gen 1 Mobile | 53.984 ms | 24 - 288 MB | NPU
100
+ | FFNet-54S | QNN_DLC | float | Qualcomm® Dragonwing™ IQ-8275 | 54.285 ms | 24 - 53 MB | NPU
101
+ | FFNet-54S | QNN_DLC | float | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 38.794 ms | 24 - 26 MB | NPU
102
+ | FFNet-54S | QNN_DLC | float | Qualcomm® SA8775P | 53.812 ms | 24 - 214 MB | NPU
103
+ | FFNet-54S | QNN_DLC | float | Qualcomm® SA8650P | 53.812 ms | 24 - 214 MB | NPU
104
+ | FFNet-54S | QNN_DLC | float | Qualcomm® SA8255P | 53.812 ms | 24 - 214 MB | NPU
105
+ | FFNet-54S | QNN_DLC | float | Qualcomm® QCS8450 | 53.984 ms | 24 - 288 MB | NPU
106
+ | FFNet-54S | QNN_DLC | float | Qualcomm® Dragonwing™ IQ-9075 | 54.748 ms | 24 - 53 MB | NPU
107
+ | FFNet-54S | QNN_DLC | float | Qualcomm® Dragonwing™ IQ-X7181 | 40.756 ms | 24 - 24 MB | NPU
108
+ | FFNet-54S | QNN_DLC | float | Qualcomm® Dragonwing™ Q-8750 | 19.637 ms | 13 - 221 MB | NPU
109
+ | FFNet-54S | QNN_DLC | float | Qualcomm® SA8295P | 58.75 ms | 24 - 215 MB | NPU
110
+ | FFNet-54S | QNN_DLC | w8a8 | Snapdragon® 8 Elite Gen 5 For Galaxy Mobile | 5.69 ms | 6 - 229 MB | NPU
111
+ | FFNet-54S | QNN_DLC | w8a8 | Snapdragon® 8 Elite For Galaxy Mobile | 7.608 ms | 6 - 213 MB | NPU
112
+ | FFNet-54S | QNN_DLC | w8a8 | Snapdragon® X2 Elite | 6.573 ms | 6 - 6 MB | NPU
113
+ | FFNet-54S | QNN_DLC | w8a8 | Snapdragon® X Elite | 16.755 ms | 6 - 6 MB | NPU
114
+ | FFNet-54S | QNN_DLC | w8a8 | Snapdragon® 8 Gen 3 Mobile | 11.071 ms | 6 - 259 MB | NPU
115
+ | FFNet-54S | QNN_DLC | w8a8 | Snapdragon® 8 Gen 1 Mobile | 18.368 ms | 6 - 259 MB | NPU
116
+ | FFNet-54S | QNN_DLC | w8a8 | Qualcomm® Dragonwing™ QCS6490 | 49.129 ms | 8 - 17 MB | NPU
117
+ | FFNet-54S | QNN_DLC | w8a8 | Qualcomm® Dragonwing™ IQ-8275 | 15.714 ms | 2 - 11 MB | NPU
118
+ | FFNet-54S | QNN_DLC | w8a8 | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 15.781 ms | 6 - 8 MB | NPU
119
+ | FFNet-54S | QNN_DLC | w8a8 | Qualcomm® SA8775P | 16.277 ms | 6 - 201 MB | NPU
120
+ | FFNet-54S | QNN_DLC | w8a8 | Qualcomm® SA8650P | 16.277 ms | 6 - 201 MB | NPU
121
+ | FFNet-54S | QNN_DLC | w8a8 | Qualcomm® SA8255P | 16.277 ms | 6 - 201 MB | NPU
122
+ | FFNet-54S | QNN_DLC | w8a8 | Qualcomm® QCS8450 | 18.368 ms | 6 - 259 MB | NPU
123
+ | FFNet-54S | QNN_DLC | w8a8 | Qualcomm® Dragonwing™ IQ-9075 | 16.348 ms | 6 - 15 MB | NPU
124
+ | FFNet-54S | QNN_DLC | w8a8 | Qualcomm® Dragonwing™ IQ-X7181 | 16.755 ms | 6 - 6 MB | NPU
125
+ | FFNet-54S | QNN_DLC | w8a8 | Qualcomm® Dragonwing™ Q-6690 | 152.373 ms | 6 - 204 MB | NPU
126
+ | FFNet-54S | QNN_DLC | w8a8 | Qualcomm® Dragonwing™ Q-7790 | 20.075 ms | 6 - 215 MB | NPU
127
+ | FFNet-54S | QNN_DLC | w8a8 | Qualcomm® Dragonwing™ Q-8750 | 7.608 ms | 6 - 213 MB | NPU
128
+ | FFNet-54S | QNN_DLC | w8a8 | Qualcomm® SA8295P | 21.345 ms | 6 - 205 MB | NPU
129
+ | FFNet-54S | QNN_DLC | w8a8 | Snapdragon® 7 Gen 4 Mobile | 20.075 ms | 6 - 215 MB | NPU
130
+ | FFNet-54S | TFLITE | float | Snapdragon® 8 Elite Gen 5 For Galaxy Mobile | 13.576 ms | 0 - 241 MB | NPU
131
+ | FFNet-54S | TFLITE | float | Snapdragon® 8 Elite For Galaxy Mobile | 19.577 ms | 1 - 230 MB | NPU
132
+ | FFNet-54S | TFLITE | float | Snapdragon® 8 Gen 3 Mobile | 28.281 ms | 1 - 319 MB | NPU
133
+ | FFNet-54S | TFLITE | float | Snapdragon® 8 Gen 1 Mobile | 53.907 ms | 3 - 315 MB | NPU
134
+ | FFNet-54S | TFLITE | float | Qualcomm® Dragonwing™ IQ-8275 | 54.298 ms | 0 - 65 MB | NPU
135
+ | FFNet-54S | TFLITE | float | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 38.622 ms | 2 - 5 MB | NPU
136
+ | FFNet-54S | TFLITE | float | Qualcomm® SA8775P | 53.858 ms | 3 - 213 MB | NPU
137
+ | FFNet-54S | TFLITE | float | Qualcomm® SA8650P | 53.858 ms | 3 - 213 MB | NPU
138
+ | FFNet-54S | TFLITE | float | Qualcomm® SA8255P | 53.858 ms | 3 - 213 MB | NPU
139
+ | FFNet-54S | TFLITE | float | Qualcomm® QCS8450 | 53.907 ms | 3 - 315 MB | NPU
140
+ | FFNet-54S | TFLITE | float | Qualcomm® Dragonwing™ IQ-9075 | 55.24 ms | 0 - 64 MB | NPU
141
+ | FFNet-54S | TFLITE | float | Qualcomm® Dragonwing™ Q-8750 | 19.577 ms | 1 - 230 MB | NPU
142
+ | FFNet-54S | TFLITE | float | Qualcomm® SA8295P | 58.721 ms | 3 - 213 MB | NPU
143
+ | FFNet-54S | TFLITE | w8a8 | Snapdragon® 8 Elite Gen 5 For Galaxy Mobile | 3.341 ms | 1 - 222 MB | NPU
144
+ | FFNet-54S | TFLITE | w8a8 | Snapdragon® 8 Elite For Galaxy Mobile | 4.371 ms | 1 - 209 MB | NPU
145
+ | FFNet-54S | TFLITE | w8a8 | Snapdragon® 8 Gen 3 Mobile | 5.778 ms | 1 - 251 MB | NPU
146
+ | FFNet-54S | TFLITE | w8a8 | Snapdragon® 8 Gen 1 Mobile | 10.093 ms | 1 - 256 MB | NPU
147
+ | FFNet-54S | TFLITE | w8a8 | Qualcomm® Dragonwing™ QCS6490 | 34.118 ms | 1 - 28 MB | NPU
148
+ | FFNet-54S | TFLITE | w8a8 | Qualcomm® Dragonwing™ IQ-8275 | 8.789 ms | 1 - 28 MB | NPU
149
+ | FFNet-54S | TFLITE | w8a8 | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 8.119 ms | 0 - 3 MB | NPU
150
+ | FFNet-54S | TFLITE | w8a8 | Qualcomm® SA8775P | 8.894 ms | 1 - 196 MB | NPU
151
+ | FFNet-54S | TFLITE | w8a8 | Qualcomm® SA8650P | 8.894 ms | 1 - 196 MB | NPU
152
+ | FFNet-54S | TFLITE | w8a8 | Qualcomm® SA8255P | 8.894 ms | 1 - 196 MB | NPU
153
+ | FFNet-54S | TFLITE | w8a8 | Qualcomm® QCS8450 | 10.093 ms | 1 - 256 MB | NPU
154
+ | FFNet-54S | TFLITE | w8a8 | Qualcomm® Dragonwing™ IQ-9075 | 8.67 ms | 1 - 28 MB | NPU
155
+ | FFNet-54S | TFLITE | w8a8 | Qualcomm® Dragonwing™ Q-6690 | 128.137 ms | 1 - 197 MB | NPU
156
+ | FFNet-54S | TFLITE | w8a8 | Qualcomm® Dragonwing™ Q-7790 | 12.511 ms | 1 - 210 MB | NPU
157
+ | FFNet-54S | TFLITE | w8a8 | Qualcomm® Dragonwing™ Q-8750 | 4.371 ms | 1 - 209 MB | NPU
158
+ | FFNet-54S | TFLITE | w8a8 | Qualcomm® SA8295P | 12.951 ms | 1 - 199 MB | NPU
159
+ | FFNet-54S | TFLITE | w8a8 | Snapdragon® 7 Gen 4 Mobile | 12.511 ms | 1 - 210 MB | NPU
 
 
 
 
160
 
161
  ## License
162
  * The license for the original implementation of FFNet-54S can be found
release_assets.json CHANGED
@@ -1,26 +1,26 @@
1
  {
2
- "version": "0.62.2",
3
  "precisions": {
4
  "float": {
5
  "universal_assets": {
6
  "onnx": {
7
  "tool_versions": {
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/ffnet_54s/releases/v0.62.2/ffnet_54s-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/ffnet_54s/releases/v0.62.2/ffnet_54s-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/ffnet_54s/releases/v0.62.2/ffnet_54s-tflite-float.zip"
24
  }
25
  }
26
  },
@@ -28,22 +28,22 @@
28
  "universal_assets": {
29
  "onnx": {
30
  "tool_versions": {
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/ffnet_54s/releases/v0.62.2/ffnet_54s-onnx-w8a8.zip"
35
  },
36
  "qnn_dlc": {
37
  "tool_versions": {
38
- "qairt": "2.45.0.260326154327"
39
  },
40
- "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/ffnet_54s/releases/v0.62.2/ffnet_54s-qnn_dlc-w8a8.zip"
41
  },
42
  "tflite": {
43
  "tool_versions": {
44
- "qairt": "2.45.0.260326154327"
45
  },
46
- "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/ffnet_54s/releases/v0.62.2/ffnet_54s-tflite-w8a8.zip"
47
  }
48
  }
49
  }
 
1
  {
2
+ "version": "0.63.0",
3
  "precisions": {
4
  "float": {
5
  "universal_assets": {
6
  "onnx": {
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  "tool_versions": {
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+ "qairt": "2.50.0.260828221209",
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  "onnx_runtime": "1.27.1"
10
  },
11
+ "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/ffnet_54s/releases/v0.63.0/ffnet_54s-onnx-float.zip"
12
  },
13
  "qnn_dlc": {
14
  "tool_versions": {
15
+ "qairt": "2.50.0.260828221209"
16
  },
17
+ "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/ffnet_54s/releases/v0.63.0/ffnet_54s-qnn_dlc-float.zip"
18
  },
19
  "tflite": {
20
  "tool_versions": {
21
+ "qairt": "2.50.0.260828221209"
22
  },
23
+ "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/ffnet_54s/releases/v0.63.0/ffnet_54s-tflite-float.zip"
24
  }
25
  }
26
  },
 
28
  "universal_assets": {
29
  "onnx": {
30
  "tool_versions": {
31
+ "qairt": "2.50.0.260828221209",
32
  "onnx_runtime": "1.27.1"
33
  },
34
+ "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/ffnet_54s/releases/v0.63.0/ffnet_54s-onnx-w8a8.zip"
35
  },
36
  "qnn_dlc": {
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  "tool_versions": {
38
+ "qairt": "2.50.0.260828221209"
39
  },
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+ "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/ffnet_54s/releases/v0.63.0/ffnet_54s-qnn_dlc-w8a8.zip"
41
  },
42
  "tflite": {
43
  "tool_versions": {
44
+ "qairt": "2.50.0.260828221209"
45
  },
46
+ "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/ffnet_54s/releases/v0.63.0/ffnet_54s-tflite-w8a8.zip"
47
  }
48
  }
49
  }