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FFNet-40S

Image Segmentation
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v0.64.0

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See https://github.com/qualcomm/ai-hub-models/releases/v0.64.0 for changelog.

Files changed (2) hide show
  1. README.md +101 -101
  2. release_assets.json +9 -9
README.md CHANGED
@@ -15,7 +15,7 @@ pipeline_tag: image-segmentation
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  FFNet-40S is a "fuss-free network" that segments street scene images with per-pixel classes like road, sidewalk, and pedestrian. Trained on the Cityscapes dataset.
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17
  This is based on the implementation of FFNet-40S found [here](https://github.com/Qualcomm-AI-research/FFNet).
18
- 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_40s) library to export with custom configurations. More details on model performance across various devices, can be found [here](#performance-summary).
19
 
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  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.
21
 
@@ -28,26 +28,26 @@ Below are pre-exported model assets ready for deployment.
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  | Runtime | Precision | Chipset | SDK Versions | Download |
30
  |---|---|---|---|---|
31
- | 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_40s/releases/v0.63.0/ffnet_40s-onnx-float.zip)
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- | 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_40s/releases/v0.63.0/ffnet_40s-onnx-w8a8.zip)
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- | QNN_DLC | float | Universal | QAIRT 2.50 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/ffnet_40s/releases/v0.63.0/ffnet_40s-qnn_dlc-float.zip)
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- | QNN_DLC | w8a8 | Universal | QAIRT 2.50 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/ffnet_40s/releases/v0.63.0/ffnet_40s-qnn_dlc-w8a8.zip)
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- | TFLITE | float | Universal | QAIRT 2.50 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/ffnet_40s/releases/v0.63.0/ffnet_40s-tflite-float.zip)
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- | TFLITE | w8a8 | Universal | QAIRT 2.50 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/ffnet_40s/releases/v0.63.0/ffnet_40s-tflite-w8a8.zip)
37
 
38
  For more device-specific assets and performance metrics, visit **[FFNet-40S on Qualcomm® AI Hub](https://aihub.qualcomm.com/models/ffnet_40s)**.
39
 
40
 
41
  ### Option 2: Export with Custom Configurations
42
 
43
- Use the [Qualcomm® AI Hub Models](https://github.com/qualcomm/ai-hub-models/blob/v0.63.0/src/qai_hub_models/models/ffnet_40s) Python library to compile and export the model with your own:
44
  - Custom weights (e.g., fine-tuned checkpoints)
45
  - Custom input shapes
46
  - Target device and runtime configurations
47
 
48
  This option is ideal if you need to customize the model beyond the default configuration provided here.
49
 
50
- See our repository for [FFNet-40S on GitHub](https://github.com/qualcomm/ai-hub-models/blob/v0.63.0/src/qai_hub_models/models/ffnet_40s) for usage instructions.
51
 
52
  ## Model Details
53
 
@@ -64,98 +64,98 @@ See our repository for [FFNet-40S on GitHub](https://github.com/qualcomm/ai-hub-
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  ## Performance Summary
65
  | Model | Runtime | Precision | Chipset | Inference Time (ms) | Peak Memory Range (MB) | Primary Compute Unit
66
  |---|---|---|---|---|---|---
67
- | FFNet-40S | ONNX | float | Snapdragon® 8 Elite Gen 5 For Galaxy Mobile | 13.141 ms | 5 - 205 MB | NPU
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- | FFNet-40S | ONNX | float | Snapdragon® 8 Elite For Galaxy Mobile | 16.96 ms | 6 - 184 MB | NPU
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- | FFNet-40S | ONNX | float | Snapdragon® X2 Elite | 13.99 ms | 24 - 24 MB | NPU
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- | FFNet-40S | ONNX | float | Snapdragon® X Elite | 30.337 ms | 24 - 24 MB | NPU
71
- | FFNet-40S | ONNX | float | Snapdragon® 8 Gen 3 Mobile | 25.16 ms | 31 - 288 MB | NPU
72
- | FFNet-40S | ONNX | float | Snapdragon® 8 Gen 1 Mobile | 46.781 ms | 0 - 251 MB | NPU
73
- | FFNet-40S | ONNX | float | Qualcomm® Dragonwing™ IQ-8275 | 43.562 ms | 24 - 28 MB | NPU
74
- | FFNet-40S | ONNX | float | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 31.418 ms | 24 - 340 MB | NPU
75
- | FFNet-40S | ONNX | float | Qualcomm® QCS8450 | 46.781 ms | 0 - 251 MB | NPU
76
- | FFNet-40S | ONNX | float | Qualcomm® Dragonwing™ IQ-9075 | 44.382 ms | 24 - 27 MB | NPU
77
- | FFNet-40S | ONNX | float | Qualcomm® Dragonwing™ IQ-X7181 | 30.337 ms | 24 - 24 MB | NPU
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- | FFNet-40S | ONNX | float | Qualcomm® Dragonwing™ Q-8750 | 16.96 ms | 6 - 184 MB | NPU
79
- | FFNet-40S | ONNX | w8a8 | Snapdragon® 8 Elite Gen 5 For Galaxy Mobile | 3.535 ms | 1 - 190 MB | NPU
80
- | FFNet-40S | ONNX | w8a8 | Snapdragon® 8 Elite For Galaxy Mobile | 4.92 ms | 2 - 185 MB | NPU
81
- | FFNet-40S | ONNX | w8a8 | Snapdragon® X2 Elite | 3.897 ms | 7 - 7 MB | NPU
82
- | FFNet-40S | ONNX | w8a8 | Snapdragon® X Elite | 10.632 ms | 8 - 8 MB | NPU
83
- | FFNet-40S | ONNX | w8a8 | Snapdragon® 8 Gen 3 Mobile | 7.142 ms | 7 - 244 MB | NPU
84
- | FFNet-40S | ONNX | w8a8 | Snapdragon® 8 Gen 1 Mobile | 13.992 ms | 7 - 246 MB | NPU
85
- | FFNet-40S | ONNX | w8a8 | Qualcomm® Dragonwing™ QCS6490 | 43.023 ms | 6 - 9 MB | NPU
86
- | FFNet-40S | ONNX | w8a8 | Qualcomm® Dragonwing™ IQ-8275 | 10.439 ms | 6 - 10 MB | NPU
87
- | FFNet-40S | ONNX | w8a8 | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 10.001 ms | 0 - 11 MB | NPU
88
- | FFNet-40S | ONNX | w8a8 | Qualcomm® QCS8450 | 13.992 ms | 7 - 246 MB | NPU
89
- | FFNet-40S | ONNX | w8a8 | Qualcomm® Dragonwing™ IQ-9075 | 11.63 ms | 6 - 9 MB | NPU
90
- | FFNet-40S | ONNX | w8a8 | Qualcomm® Dragonwing™ IQ-X7181 | 10.632 ms | 8 - 8 MB | NPU
91
- | FFNet-40S | ONNX | w8a8 | Qualcomm® Dragonwing™ Q-6690 | 115.809 ms | 6 - 200 MB | NPU
92
- | FFNet-40S | ONNX | w8a8 | Qualcomm® Dragonwing™ Q-7790 | 14.667 ms | 7 - 204 MB | NPU
93
- | FFNet-40S | ONNX | w8a8 | Qualcomm® Dragonwing™ Q-8750 | 4.92 ms | 2 - 185 MB | NPU
94
- | FFNet-40S | ONNX | w8a8 | Snapdragon® 7 Gen 4 Mobile | 14.667 ms | 7 - 204 MB | NPU
95
- | FFNet-40S | QNN_DLC | float | Snapdragon® 8 Elite Gen 5 For Galaxy Mobile | 12.458 ms | 24 - 242 MB | NPU
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- | FFNet-40S | QNN_DLC | float | Snapdragon® 8 Elite For Galaxy Mobile | 18.195 ms | 23 - 226 MB | NPU
97
- | FFNet-40S | QNN_DLC | float | Snapdragon® X2 Elite | 14.714 ms | 24 - 24 MB | NPU
98
- | FFNet-40S | QNN_DLC | float | Snapdragon® X Elite | 37.888 ms | 24 - 24 MB | NPU
99
- | FFNet-40S | QNN_DLC | float | Snapdragon® 8 Gen 3 Mobile | 25.889 ms | 24 - 282 MB | NPU
100
- | FFNet-40S | QNN_DLC | float | Snapdragon® 8 Gen 1 Mobile | 50.29 ms | 24 - 279 MB | NPU
101
- | FFNet-40S | QNN_DLC | float | Qualcomm® Dragonwing™ IQ-8275 | 48.881 ms | 24 - 53 MB | NPU
102
- | FFNet-40S | QNN_DLC | float | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 36.545 ms | 24 - 256 MB | NPU
103
- | FFNet-40S | QNN_DLC | float | Qualcomm® SA8775P | 49.213 ms | 24 - 210 MB | NPU
104
- | FFNet-40S | QNN_DLC | float | Qualcomm® SA8650P | 49.213 ms | 24 - 210 MB | NPU
105
- | FFNet-40S | QNN_DLC | float | Qualcomm® SA8255P | 49.213 ms | 24 - 210 MB | NPU
106
- | FFNet-40S | QNN_DLC | float | Qualcomm® QCS8450 | 50.29 ms | 24 - 279 MB | NPU
107
- | FFNet-40S | QNN_DLC | float | Qualcomm® Dragonwing™ IQ-9075 | 50.21 ms | 24 - 53 MB | NPU
108
- | FFNet-40S | QNN_DLC | float | Qualcomm® Dragonwing™ IQ-X7181 | 37.888 ms | 24 - 24 MB | NPU
109
- | FFNet-40S | QNN_DLC | float | Qualcomm® Dragonwing™ Q-8750 | 18.195 ms | 23 - 226 MB | NPU
110
- | FFNet-40S | QNN_DLC | float | Qualcomm® SA8295P | 53.71 ms | 24 - 212 MB | NPU
111
- | FFNet-40S | QNN_DLC | w8a8 | Snapdragon® 8 Elite Gen 5 For Galaxy Mobile | 5.382 ms | 6 - 222 MB | NPU
112
- | FFNet-40S | QNN_DLC | w8a8 | Snapdragon® 8 Elite For Galaxy Mobile | 7.187 ms | 6 - 208 MB | NPU
113
- | FFNet-40S | QNN_DLC | w8a8 | Snapdragon® X2 Elite | 6.286 ms | 6 - 6 MB | NPU
114
- | FFNet-40S | QNN_DLC | w8a8 | Snapdragon® X Elite | 16.15 ms | 6 - 6 MB | NPU
115
- | FFNet-40S | QNN_DLC | w8a8 | Snapdragon® 8 Gen 3 Mobile | 10.512 ms | 6 - 240 MB | NPU
116
- | FFNet-40S | QNN_DLC | w8a8 | Snapdragon® 8 Gen 1 Mobile | 17.874 ms | 6 - 243 MB | NPU
117
- | FFNet-40S | QNN_DLC | w8a8 | Qualcomm® Dragonwing™ QCS6490 | 49.245 ms | 1 - 10 MB | NPU
118
- | FFNet-40S | QNN_DLC | w8a8 | Qualcomm® Dragonwing™ IQ-8275 | 15.011 ms | 1 - 11 MB | NPU
119
- | FFNet-40S | QNN_DLC | w8a8 | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 15.184 ms | 6 - 8 MB | NPU
120
- | FFNet-40S | QNN_DLC | w8a8 | Qualcomm® SA8650P | 15.675 ms | 6 - 203 MB | NPU
121
- | FFNet-40S | QNN_DLC | w8a8 | Qualcomm® SA8255P | 15.675 ms | 6 - 203 MB | NPU
122
- | FFNet-40S | QNN_DLC | w8a8 | Qualcomm® QCS8450 | 17.874 ms | 6 - 243 MB | NPU
123
- | FFNet-40S | QNN_DLC | w8a8 | Qualcomm® Dragonwing™ IQ-9075 | 15.809 ms | 6 - 15 MB | NPU
124
- | FFNet-40S | QNN_DLC | w8a8 | Qualcomm® Dragonwing™ IQ-X7181 | 16.15 ms | 6 - 6 MB | NPU
125
- | FFNet-40S | QNN_DLC | w8a8 | Qualcomm® Dragonwing™ Q-6690 | 127.295 ms | 6 - 194 MB | NPU
126
- | FFNet-40S | QNN_DLC | w8a8 | Qualcomm® Dragonwing™ Q-7790 | 19.129 ms | 6 - 206 MB | NPU
127
- | FFNet-40S | QNN_DLC | w8a8 | Qualcomm® Dragonwing™ Q-8750 | 7.187 ms | 6 - 208 MB | NPU
128
- | FFNet-40S | QNN_DLC | w8a8 | Qualcomm® SA8295P | 20.138 ms | 6 - 196 MB | NPU
129
- | FFNet-40S | QNN_DLC | w8a8 | Snapdragon® 7 Gen 4 Mobile | 19.129 ms | 6 - 206 MB | NPU
130
- | FFNet-40S | TFLITE | float | Snapdragon® 8 Elite Gen 5 For Galaxy Mobile | 12.382 ms | 2 - 231 MB | NPU
131
- | FFNet-40S | TFLITE | float | Snapdragon® 8 Elite For Galaxy Mobile | 18.086 ms | 1 - 216 MB | NPU
132
- | FFNet-40S | TFLITE | float | Snapdragon® 8 Gen 3 Mobile | 26.184 ms | 2 - 297 MB | NPU
133
- | FFNet-40S | TFLITE | float | Snapdragon® 8 Gen 1 Mobile | 49.909 ms | 2 - 294 MB | NPU
134
- | FFNet-40S | TFLITE | float | Qualcomm® Dragonwing™ IQ-8275 | 49.082 ms | 0 - 57 MB | NPU
135
- | FFNet-40S | TFLITE | float | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 36.26 ms | 3 - 278 MB | NPU
136
- | FFNet-40S | TFLITE | float | Qualcomm® SA8775P | 49.221 ms | 2 - 202 MB | NPU
137
- | FFNet-40S | TFLITE | float | Qualcomm® SA8650P | 49.221 ms | 2 - 202 MB | NPU
138
- | FFNet-40S | TFLITE | float | Qualcomm® SA8255P | 49.221 ms | 2 - 202 MB | NPU
139
- | FFNet-40S | TFLITE | float | Qualcomm® QCS8450 | 49.909 ms | 2 - 294 MB | NPU
140
- | FFNet-40S | TFLITE | float | Qualcomm® Dragonwing™ IQ-9075 | 50.144 ms | 0 - 56 MB | NPU
141
- | FFNet-40S | TFLITE | float | Qualcomm® Dragonwing™ Q-8750 | 18.086 ms | 1 - 216 MB | NPU
142
- | FFNet-40S | TFLITE | float | Qualcomm® SA8295P | 53.94 ms | 0 - 201 MB | NPU
143
- | FFNet-40S | TFLITE | w8a8 | Snapdragon® 8 Elite Gen 5 For Galaxy Mobile | 3.06 ms | 1 - 214 MB | NPU
144
- | FFNet-40S | TFLITE | w8a8 | Snapdragon® 8 Elite For Galaxy Mobile | 4.018 ms | 0 - 202 MB | NPU
145
- | FFNet-40S | TFLITE | w8a8 | Snapdragon® 8 Gen 3 Mobile | 5.337 ms | 0 - 238 MB | NPU
146
- | FFNet-40S | TFLITE | w8a8 | Snapdragon® 8 Gen 1 Mobile | 9.417 ms | 1 - 239 MB | NPU
147
- | FFNet-40S | TFLITE | w8a8 | Qualcomm® Dragonwing™ QCS6490 | 33.14 ms | 1 - 24 MB | NPU
148
- | FFNet-40S | TFLITE | w8a8 | Qualcomm® Dragonwing™ IQ-8275 | 8.094 ms | 1 - 24 MB | NPU
149
- | FFNet-40S | TFLITE | w8a8 | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 7.496 ms | 1 - 3 MB | NPU
150
- | FFNet-40S | TFLITE | w8a8 | Qualcomm® SA8650P | 8.267 ms | 1 - 197 MB | NPU
151
- | FFNet-40S | TFLITE | w8a8 | Qualcomm® SA8255P | 8.267 ms | 1 - 197 MB | NPU
152
- | FFNet-40S | TFLITE | w8a8 | Qualcomm® QCS8450 | 9.417 ms | 1 - 239 MB | NPU
153
- | FFNet-40S | TFLITE | w8a8 | Qualcomm® Dragonwing™ IQ-9075 | 8.045 ms | 1 - 24 MB | NPU
154
- | FFNet-40S | TFLITE | w8a8 | Qualcomm® Dragonwing™ Q-6690 | 105.39 ms | 0 - 186 MB | NPU
155
- | FFNet-40S | TFLITE | w8a8 | Qualcomm® Dragonwing™ Q-7790 | 11.359 ms | 1 - 200 MB | NPU
156
- | FFNet-40S | TFLITE | w8a8 | Qualcomm® Dragonwing™ Q-8750 | 4.018 ms | 0 - 202 MB | NPU
157
- | FFNet-40S | TFLITE | w8a8 | Qualcomm® SA8295P | 11.725 ms | 0 - 190 MB | NPU
158
- | FFNet-40S | TFLITE | w8a8 | Snapdragon® 7 Gen 4 Mobile | 11.359 ms | 1 - 200 MB | NPU
159
 
160
  ## License
161
  * The license for the original implementation of FFNet-40S can be found
 
15
  FFNet-40S is a "fuss-free network" that segments street scene images with per-pixel classes like road, sidewalk, and pedestrian. Trained on the Cityscapes dataset.
16
 
17
  This is based on the implementation of FFNet-40S found [here](https://github.com/Qualcomm-AI-research/FFNet).
18
+ 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/v0.64.0/src/qai_hub_models/models/ffnet_40s) library to export with custom configurations. More details on model performance across various devices, can be found [here](#performance-summary).
19
 
20
  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.
21
 
 
28
 
29
  | Runtime | Precision | Chipset | SDK Versions | Download |
30
  |---|---|---|---|---|
31
+ | ONNX | float | Universal | QAIRT 2.50, ONNX Runtime 1.30.0 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/ffnet_40s/releases/v0.64.0/ffnet_40s-onnx-float.zip)
32
+ | ONNX | w8a8 | Universal | QAIRT 2.50, ONNX Runtime 1.30.0 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/ffnet_40s/releases/v0.64.0/ffnet_40s-onnx-w8a8.zip)
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+ | QNN_DLC | float | Universal | QAIRT 2.50 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/ffnet_40s/releases/v0.64.0/ffnet_40s-qnn_dlc-float.zip)
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+ | QNN_DLC | w8a8 | Universal | QAIRT 2.50 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/ffnet_40s/releases/v0.64.0/ffnet_40s-qnn_dlc-w8a8.zip)
35
+ | TFLITE | float | Universal | QAIRT 2.50 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/ffnet_40s/releases/v0.64.0/ffnet_40s-tflite-float.zip)
36
+ | TFLITE | w8a8 | Universal | QAIRT 2.50 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/ffnet_40s/releases/v0.64.0/ffnet_40s-tflite-w8a8.zip)
37
 
38
  For more device-specific assets and performance metrics, visit **[FFNet-40S on Qualcomm® AI Hub](https://aihub.qualcomm.com/models/ffnet_40s)**.
39
 
40
 
41
  ### Option 2: Export with Custom Configurations
42
 
43
+ Use the [Qualcomm® AI Hub Models](https://github.com/qualcomm/ai-hub-models/blob/v0.64.0/src/qai_hub_models/models/ffnet_40s) Python library to compile and export the model with your own:
44
  - Custom weights (e.g., fine-tuned checkpoints)
45
  - Custom input shapes
46
  - Target device and runtime configurations
47
 
48
  This option is ideal if you need to customize the model beyond the default configuration provided here.
49
 
50
+ See our repository for [FFNet-40S on GitHub](https://github.com/qualcomm/ai-hub-models/blob/v0.64.0/src/qai_hub_models/models/ffnet_40s) for usage instructions.
51
 
52
  ## Model Details
53
 
 
64
  ## Performance Summary
65
  | Model | Runtime | Precision | Chipset | Inference Time (ms) | Peak Memory Range (MB) | Primary Compute Unit
66
  |---|---|---|---|---|---|---
67
+ | FFNet-40S | ONNX | float | Snapdragon® 8 Elite Gen 5 For Galaxy Mobile | 13.181 ms | 7 - 208 MB | NPU
68
+ | FFNet-40S | ONNX | float | Snapdragon® 8 Elite For Galaxy Mobile | 17.142 ms | 6 - 183 MB | NPU
69
+ | FFNet-40S | ONNX | float | Snapdragon® X2 Elite | 14.047 ms | 24 - 24 MB | NPU
70
+ | FFNet-40S | ONNX | float | Snapdragon® X Elite | 30.615 ms | 24 - 24 MB | NPU
71
+ | FFNet-40S | ONNX | float | Snapdragon® 8 Gen 3 Mobile | 25.141 ms | 29 - 285 MB | NPU
72
+ | FFNet-40S | ONNX | float | Snapdragon® 8 Gen 1 Mobile | 46.346 ms | 29 - 280 MB | NPU
73
+ | FFNet-40S | ONNX | float | Qualcomm® Dragonwing™ IQ-8275 | 43.501 ms | 24 - 28 MB | NPU
74
+ | FFNet-40S | ONNX | float | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 31.845 ms | 24 - 54 MB | NPU
75
+ | FFNet-40S | ONNX | float | Qualcomm® QCS8450 | 46.346 ms | 29 - 280 MB | NPU
76
+ | FFNet-40S | ONNX | float | Qualcomm® Dragonwing™ IQ-9075 | 43.461 ms | 24 - 27 MB | NPU
77
+ | FFNet-40S | ONNX | float | Qualcomm® Dragonwing™ IQ-X7181 | 30.615 ms | 24 - 24 MB | NPU
78
+ | FFNet-40S | ONNX | float | Qualcomm® Dragonwing™ Q-8750 | 17.142 ms | 6 - 183 MB | NPU
79
+ | FFNet-40S | ONNX | w8a8 | Snapdragon® 8 Elite Gen 5 For Galaxy Mobile | 3.566 ms | 2 - 190 MB | NPU
80
+ | FFNet-40S | ONNX | w8a8 | Snapdragon® 8 Elite For Galaxy Mobile | 4.915 ms | 2 - 186 MB | NPU
81
+ | FFNet-40S | ONNX | w8a8 | Snapdragon® X2 Elite | 3.894 ms | 7 - 7 MB | NPU
82
+ | FFNet-40S | ONNX | w8a8 | Snapdragon® X Elite | 10.604 ms | 9 - 9 MB | NPU
83
+ | FFNet-40S | ONNX | w8a8 | Snapdragon® 8 Gen 3 Mobile | 7.14 ms | 6 - 243 MB | NPU
84
+ | FFNet-40S | ONNX | w8a8 | Snapdragon® 8 Gen 1 Mobile | 14.033 ms | 7 - 245 MB | NPU
85
+ | FFNet-40S | ONNX | w8a8 | Qualcomm® Dragonwing™ QCS6490 | 43.292 ms | 6 - 9 MB | NPU
86
+ | FFNet-40S | ONNX | w8a8 | Qualcomm® Dragonwing™ IQ-8275 | 10.404 ms | 6 - 10 MB | NPU
87
+ | FFNet-40S | ONNX | w8a8 | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 10.042 ms | 0 - 163 MB | NPU
88
+ | FFNet-40S | ONNX | w8a8 | Qualcomm® QCS8450 | 14.033 ms | 7 - 245 MB | NPU
89
+ | FFNet-40S | ONNX | w8a8 | Qualcomm® Dragonwing™ IQ-9075 | 11.641 ms | 6 - 9 MB | NPU
90
+ | FFNet-40S | ONNX | w8a8 | Qualcomm® Dragonwing™ IQ-X7181 | 10.604 ms | 9 - 9 MB | NPU
91
+ | FFNet-40S | ONNX | w8a8 | Qualcomm® Dragonwing™ Q-6690 | 108.865 ms | 5 - 199 MB | NPU
92
+ | FFNet-40S | ONNX | w8a8 | Qualcomm® Dragonwing™ Q-7790 | 14.465 ms | 7 - 206 MB | NPU
93
+ | FFNet-40S | ONNX | w8a8 | Qualcomm® Dragonwing™ Q-8750 | 4.915 ms | 2 - 186 MB | NPU
94
+ | FFNet-40S | ONNX | w8a8 | Snapdragon® 7 Gen 4 Mobile | 14.465 ms | 7 - 206 MB | NPU
95
+ | FFNet-40S | QNN_DLC | float | Snapdragon® 8 Elite Gen 5 For Galaxy Mobile | 12.405 ms | 18 - 236 MB | NPU
96
+ | FFNet-40S | QNN_DLC | float | Snapdragon® 8 Elite For Galaxy Mobile | 18.011 ms | 0 - 203 MB | NPU
97
+ | FFNet-40S | QNN_DLC | float | Snapdragon® X2 Elite | 14.763 ms | 24 - 24 MB | NPU
98
+ | FFNet-40S | QNN_DLC | float | Snapdragon® X Elite | 38.202 ms | 24 - 24 MB | NPU
99
+ | FFNet-40S | QNN_DLC | float | Snapdragon® 8 Gen 3 Mobile | 26.224 ms | 24 - 288 MB | NPU
100
+ | FFNet-40S | QNN_DLC | float | Snapdragon® 8 Gen 1 Mobile | 50.051 ms | 24 - 281 MB | NPU
101
+ | FFNet-40S | QNN_DLC | float | Qualcomm® Dragonwing™ IQ-8275 | 48.92 ms | 24 - 53 MB | NPU
102
+ | FFNet-40S | QNN_DLC | float | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 36.423 ms | 24 - 26 MB | NPU
103
+ | FFNet-40S | QNN_DLC | float | Qualcomm® SA8775P | 49.196 ms | 24 - 210 MB | NPU
104
+ | FFNet-40S | QNN_DLC | float | Qualcomm® SA8650P | 49.196 ms | 24 - 210 MB | NPU
105
+ | FFNet-40S | QNN_DLC | float | Qualcomm® SA8255P | 49.196 ms | 24 - 210 MB | NPU
106
+ | FFNet-40S | QNN_DLC | float | Qualcomm® QCS8450 | 50.051 ms | 24 - 281 MB | NPU
107
+ | FFNet-40S | QNN_DLC | float | Qualcomm® Dragonwing™ IQ-9075 | 50.27 ms | 24 - 52 MB | NPU
108
+ | FFNet-40S | QNN_DLC | float | Qualcomm® Dragonwing™ IQ-X7181 | 38.202 ms | 24 - 24 MB | NPU
109
+ | FFNet-40S | QNN_DLC | float | Qualcomm® Dragonwing™ Q-8750 | 18.011 ms | 0 - 203 MB | NPU
110
+ | FFNet-40S | QNN_DLC | float | Qualcomm® SA7255P | 136.882 ms | 24 - 209 MB | NPU
111
+ | FFNet-40S | QNN_DLC | float | Qualcomm® SA8295P | 53.75 ms | 24 - 212 MB | NPU
112
+ | FFNet-40S | QNN_DLC | w8a8 | Snapdragon® 8 Elite Gen 5 For Galaxy Mobile | 5.398 ms | 6 - 222 MB | NPU
113
+ | FFNet-40S | QNN_DLC | w8a8 | Snapdragon® 8 Elite For Galaxy Mobile | 7.186 ms | 6 - 206 MB | NPU
114
+ | FFNet-40S | QNN_DLC | w8a8 | Snapdragon® X2 Elite | 6.277 ms | 6 - 6 MB | NPU
115
+ | FFNet-40S | QNN_DLC | w8a8 | Snapdragon® X Elite | 16.147 ms | 6 - 6 MB | NPU
116
+ | FFNet-40S | QNN_DLC | w8a8 | Snapdragon® 8 Gen 3 Mobile | 10.503 ms | 6 - 244 MB | NPU
117
+ | FFNet-40S | QNN_DLC | w8a8 | Snapdragon® 8 Gen 1 Mobile | 17.84 ms | 6 - 243 MB | NPU
118
+ | FFNet-40S | QNN_DLC | w8a8 | Qualcomm® Dragonwing™ QCS6490 | 49.449 ms | 4 - 13 MB | NPU
119
+ | FFNet-40S | QNN_DLC | w8a8 | Qualcomm® Dragonwing™ IQ-8275 | 14.984 ms | 6 - 15 MB | NPU
120
+ | FFNet-40S | QNN_DLC | w8a8 | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 15.153 ms | 6 - 8 MB | NPU
121
+ | FFNet-40S | QNN_DLC | w8a8 | Qualcomm® QCS8450 | 17.84 ms | 6 - 243 MB | NPU
122
+ | FFNet-40S | QNN_DLC | w8a8 | Qualcomm® Dragonwing™ IQ-9075 | 16.173 ms | 6 - 15 MB | NPU
123
+ | FFNet-40S | QNN_DLC | w8a8 | Qualcomm® Dragonwing™ IQ-X7181 | 16.147 ms | 6 - 6 MB | NPU
124
+ | FFNet-40S | QNN_DLC | w8a8 | Qualcomm® Dragonwing™ Q-6690 | 134.32 ms | 6 - 194 MB | NPU
125
+ | FFNet-40S | QNN_DLC | w8a8 | Qualcomm® Dragonwing™ Q-7790 | 18.771 ms | 6 - 206 MB | NPU
126
+ | FFNet-40S | QNN_DLC | w8a8 | Qualcomm® Dragonwing™ Q-8750 | 7.186 ms | 6 - 206 MB | NPU
127
+ | FFNet-40S | QNN_DLC | w8a8 | Qualcomm® SA7255P | 33.399 ms | 6 - 193 MB | NPU
128
+ | FFNet-40S | QNN_DLC | w8a8 | Qualcomm® SA8295P | 20.14 ms | 6 - 196 MB | NPU
129
+ | FFNet-40S | QNN_DLC | w8a8 | Snapdragon® 7 Gen 4 Mobile | 18.771 ms | 6 - 206 MB | NPU
130
+ | FFNet-40S | TFLITE | float | Snapdragon® 8 Elite Gen 5 For Galaxy Mobile | 12.462 ms | 2 - 231 MB | NPU
131
+ | FFNet-40S | TFLITE | float | Snapdragon® 8 Elite For Galaxy Mobile | 18.135 ms | 1 - 216 MB | NPU
132
+ | FFNet-40S | TFLITE | float | Snapdragon® 8 Gen 3 Mobile | 26.163 ms | 2 - 298 MB | NPU
133
+ | FFNet-40S | TFLITE | float | Snapdragon® 8 Gen 1 Mobile | 49.977 ms | 2 - 294 MB | NPU
134
+ | FFNet-40S | TFLITE | float | Qualcomm® Dragonwing™ IQ-8275 | 48.889 ms | 0 - 57 MB | NPU
135
+ | FFNet-40S | TFLITE | float | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 36.428 ms | 0 - 167 MB | NPU
136
+ | FFNet-40S | TFLITE | float | Qualcomm® QCS8450 | 49.977 ms | 2 - 294 MB | NPU
137
+ | FFNet-40S | TFLITE | float | Qualcomm® Dragonwing™ IQ-9075 | 50.295 ms | 0 - 56 MB | NPU
138
+ | FFNet-40S | TFLITE | float | Qualcomm® Dragonwing™ Q-8750 | 18.135 ms | 1 - 216 MB | NPU
139
+ | FFNet-40S | TFLITE | float | Qualcomm® SA7255P | 136.794 ms | 3 - 202 MB | NPU
140
+ | FFNet-40S | TFLITE | float | Qualcomm® SA8295P | 53.908 ms | 0 - 201 MB | NPU
141
+ | FFNet-40S | TFLITE | w8a8 | Snapdragon® 8 Elite Gen 5 For Galaxy Mobile | 3.05 ms | 0 - 215 MB | NPU
142
+ | FFNet-40S | TFLITE | w8a8 | Snapdragon® 8 Elite For Galaxy Mobile | 3.986 ms | 0 - 202 MB | NPU
143
+ | FFNet-40S | TFLITE | w8a8 | Snapdragon® 8 Gen 3 Mobile | 5.323 ms | 1 - 237 MB | NPU
144
+ | FFNet-40S | TFLITE | w8a8 | Snapdragon® 8 Gen 1 Mobile | 9.524 ms | 1 - 240 MB | NPU
145
+ | FFNet-40S | TFLITE | w8a8 | Qualcomm® Dragonwing™ QCS6490 | 33.319 ms | 0 - 23 MB | NPU
146
+ | FFNet-40S | TFLITE | w8a8 | Qualcomm® Dragonwing™ IQ-8275 | 8.103 ms | 1 - 24 MB | NPU
147
+ | FFNet-40S | TFLITE | w8a8 | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 7.518 ms | 1 - 3 MB | NPU
148
+ | FFNet-40S | TFLITE | w8a8 | Qualcomm® SA8775P | 8.273 ms | 1 - 188 MB | NPU
149
+ | FFNet-40S | TFLITE | w8a8 | Qualcomm® SA8650P | 8.273 ms | 1 - 188 MB | NPU
150
+ | FFNet-40S | TFLITE | w8a8 | Qualcomm® SA8255P | 8.273 ms | 1 - 188 MB | NPU
151
+ | FFNet-40S | TFLITE | w8a8 | Qualcomm® QCS8450 | 9.524 ms | 1 - 240 MB | NPU
152
+ | FFNet-40S | TFLITE | w8a8 | Qualcomm® Dragonwing™ IQ-9075 | 8.074 ms | 1 - 24 MB | NPU
153
+ | FFNet-40S | TFLITE | w8a8 | Qualcomm® Dragonwing™ Q-6690 | 106.125 ms | 0 - 186 MB | NPU
154
+ | FFNet-40S | TFLITE | w8a8 | Qualcomm® Dragonwing™ Q-7790 | 11.346 ms | 0 - 202 MB | NPU
155
+ | FFNet-40S | TFLITE | w8a8 | Qualcomm® Dragonwing™ Q-8750 | 3.986 ms | 0 - 202 MB | NPU
156
+ | FFNet-40S | TFLITE | w8a8 | Qualcomm® SA7255P | 20.173 ms | 1 - 187 MB | NPU
157
+ | FFNet-40S | TFLITE | w8a8 | Qualcomm® SA8295P | 11.702 ms | 0 - 190 MB | NPU
158
+ | FFNet-40S | TFLITE | w8a8 | Snapdragon® 7 Gen 4 Mobile | 11.346 ms | 0 - 202 MB | NPU
159
 
160
  ## License
161
  * The license for the original implementation of FFNet-40S can be found
release_assets.json CHANGED
@@ -1,26 +1,26 @@
1
  {
2
- "version": "0.63.0",
3
  "precisions": {
4
  "float": {
5
  "universal_assets": {
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  "onnx": {
7
  "tool_versions": {
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  "qairt": "2.50.0.260828221209",
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_40s/releases/v0.63.0/ffnet_40s-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_40s/releases/v0.63.0/ffnet_40s-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_40s/releases/v0.63.0/ffnet_40s-tflite-float.zip"
24
  }
25
  }
26
  },
@@ -29,21 +29,21 @@
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_40s/releases/v0.63.0/ffnet_40s-onnx-w8a8.zip"
35
  },
36
  "qnn_dlc": {
37
  "tool_versions": {
38
  "qairt": "2.50.0.260828221209"
39
  },
40
- "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/ffnet_40s/releases/v0.63.0/ffnet_40s-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_40s/releases/v0.63.0/ffnet_40s-tflite-w8a8.zip"
47
  }
48
  }
49
  }
 
1
  {
2
+ "version": "0.64.0",
3
  "precisions": {
4
  "float": {
5
  "universal_assets": {
6
  "onnx": {
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  "tool_versions": {
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  "qairt": "2.50.0.260828221209",
9
+ "onnx_runtime": "1.30.0"
10
  },
11
+ "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/ffnet_40s/releases/v0.64.0/ffnet_40s-onnx-float.zip"
12
  },
13
  "qnn_dlc": {
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  "tool_versions": {
15
  "qairt": "2.50.0.260828221209"
16
  },
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+ "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/ffnet_40s/releases/v0.64.0/ffnet_40s-qnn_dlc-float.zip"
18
  },
19
  "tflite": {
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  "tool_versions": {
21
  "qairt": "2.50.0.260828221209"
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  },
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+ "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/ffnet_40s/releases/v0.64.0/ffnet_40s-tflite-float.zip"
24
  }
25
  }
26
  },
 
29
  "onnx": {
30
  "tool_versions": {
31
  "qairt": "2.50.0.260828221209",
32
+ "onnx_runtime": "1.30.0"
33
  },
34
+ "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/ffnet_40s/releases/v0.64.0/ffnet_40s-onnx-w8a8.zip"
35
  },
36
  "qnn_dlc": {
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  "tool_versions": {
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  "qairt": "2.50.0.260828221209"
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  },
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+ "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/ffnet_40s/releases/v0.64.0/ffnet_40s-qnn_dlc-w8a8.zip"
41
  },
42
  "tflite": {
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  "tool_versions": {
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  "qairt": "2.50.0.260828221209"
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  },
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+ "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/ffnet_40s/releases/v0.64.0/ffnet_40s-tflite-w8a8.zip"
47
  }
48
  }
49
  }