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FastSam-S

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.

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  1. README.md +59 -60
README.md CHANGED
@@ -14,18 +14,18 @@ pipeline_tag: image-segmentation
14
  The Fast Segment Anything Model (FastSAM) is a novel, real-time CNN-based solution for the Segment Anything task. This task is designed to segment any object within an image based on various possible user interaction prompts. The model performs competitively despite significantly reduced computation, making it a practical choice for a variety of vision tasks.
15
 
16
  This is based on the implementation of FastSam-S found [here](https://github.com/CASIA-LMC-Lab/FastSAM).
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/fastsam_s) library to export with custom configurations. More details on model performance across various devices, can be found [here](#performance-summary).
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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
 
21
  ## Getting Started
22
  Due to licensing restrictions, we cannot distribute pre-exported model assets for this model.
23
- Use the [Qualcomm® AI Hub Models](https://github.com/qualcomm/ai-hub-models/blob/v0.63.0/src/qai_hub_models/models/fastsam_s) Python library to compile and export the model with your own:
24
  - Custom weights (e.g., fine-tuned checkpoints)
25
  - Custom input shapes
26
  - Target device and runtime configurations
27
 
28
- See our repository for [FastSam-S on GitHub](https://github.com/qualcomm/ai-hub-models/blob/v0.63.0/src/qai_hub_models/models/fastsam_s) for usage instructions.
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30
 
31
  ## Model Details
@@ -70,67 +70,66 @@ See our repository for [FastSam-S on GitHub](https://github.com/qualcomm/ai-hub-
70
  | FastSam-S | ONNX | w8a16 | Qualcomm® Dragonwing™ Q-7790 | 8.767 ms | 8 - 220 MB | NPU
71
  | FastSam-S | ONNX | w8a16 | Qualcomm® Dragonwing™ Q-8750 | 3.25 ms | 0 - 213 MB | NPU
72
  | FastSam-S | ONNX | w8a16 | Snapdragon® 7 Gen 4 Mobile | 8.767 ms | 8 - 220 MB | NPU
73
- | FastSam-S | ONNX | w8a16_mixed_int16 | Snapdragon® 8 Elite Gen 5 For Galaxy Mobile | 3.553 ms | 6 - 226 MB | NPU
74
- | FastSam-S | ONNX | w8a16_mixed_int16 | Snapdragon® 8 Elite For Galaxy Mobile | 4.667 ms | 6 - 222 MB | NPU
75
- | FastSam-S | ONNX | w8a16_mixed_int16 | Snapdragon® X2 Elite | 4.293 ms | 9 - 9 MB | NPU
76
- | FastSam-S | ONNX | w8a16_mixed_int16 | Snapdragon® X Elite | 8.999 ms | 20 - 20 MB | NPU
77
- | FastSam-S | ONNX | w8a16_mixed_int16 | Snapdragon® 8 Gen 3 Mobile | 5.725 ms | 8 - 264 MB | NPU
78
- | FastSam-S | ONNX | w8a16_mixed_int16 | Qualcomm® Dragonwing™ IQ-8275 | 8.306 ms | 8 - 12 MB | NPU
79
- | FastSam-S | ONNX | w8a16_mixed_int16 | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 8.555 ms | 0 - 24 MB | NPU
80
- | FastSam-S | ONNX | w8a16_mixed_int16 | Qualcomm® Dragonwing™ IQ-9075 | 8.656 ms | 8 - 11 MB | NPU
81
- | FastSam-S | ONNX | w8a16_mixed_int16 | Qualcomm® Dragonwing™ IQ-X7181 | 8.999 ms | 20 - 20 MB | NPU
82
- | FastSam-S | ONNX | w8a16_mixed_int16 | Qualcomm® Dragonwing™ Q-6690 | 115.569 ms | 0 - 229 MB | NPU
83
- | FastSam-S | ONNX | w8a16_mixed_int16 | Qualcomm® Dragonwing™ Q-7790 | 12.604 ms | 8 - 231 MB | NPU
84
- | FastSam-S | ONNX | w8a16_mixed_int16 | Qualcomm® Dragonwing™ Q-8750 | 4.667 ms | 6 - 222 MB | NPU
85
- | FastSam-S | ONNX | w8a16_mixed_int16 | Snapdragon® 7 Gen 4 Mobile | 12.604 ms | 8 - 231 MB | NPU
86
- | FastSam-S | QNN_DLC | float | Snapdragon® 8 Elite Gen 5 For Galaxy Mobile | 3.287 ms | 5 - 180 MB | NPU
87
- | FastSam-S | QNN_DLC | float | Snapdragon® 8 Elite For Galaxy Mobile | 4.318 ms | 0 - 173 MB | NPU
88
- | FastSam-S | QNN_DLC | float | Snapdragon® X2 Elite | 4.639 ms | 5 - 5 MB | NPU
89
- | FastSam-S | QNN_DLC | float | Snapdragon® X Elite | 8.125 ms | 5 - 5 MB | NPU
90
- | FastSam-S | QNN_DLC | float | Snapdragon® 8 Gen 3 Mobile | 5.694 ms | 5 - 209 MB | NPU
91
- | FastSam-S | QNN_DLC | float | Snapdragon® 8 Gen 1 Mobile | 13.729 ms | 5 - 207 MB | NPU
92
- | FastSam-S | QNN_DLC | float | Qualcomm® Dragonwing™ IQ-8275 | 12.65 ms | 5 - 17 MB | NPU
93
- | FastSam-S | QNN_DLC | float | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 7.549 ms | 5 - 6 MB | NPU
94
- | FastSam-S | QNN_DLC | float | Qualcomm® QCS8450 | 13.729 ms | 5 - 207 MB | NPU
95
- | FastSam-S | QNN_DLC | float | Qualcomm® Dragonwing™ IQ-9075 | 11.192 ms | 5 - 16 MB | NPU
96
- | FastSam-S | QNN_DLC | float | Qualcomm® Dragonwing™ IQ-X7181 | 8.125 ms | 5 - 5 MB | NPU
97
- | FastSam-S | QNN_DLC | float | Qualcomm® Dragonwing™ Q-8750 | 4.318 ms | 0 - 173 MB | NPU
98
- | FastSam-S | QNN_DLC | float | Qualcomm® SA8295P | 13.954 ms | 0 - 173 MB | NPU
99
- | FastSam-S | QNN_DLC | w8a16 | Snapdragon® 8 Elite Gen 5 For Galaxy Mobile | 2.089 ms | 2 - 200 MB | NPU
100
- | FastSam-S | QNN_DLC | w8a16 | Snapdragon® 8 Elite For Galaxy Mobile | 2.659 ms | 0 - 192 MB | NPU
101
- | FastSam-S | QNN_DLC | w8a16 | Snapdragon® X2 Elite | 2.852 ms | 2 - 2 MB | NPU
102
- | FastSam-S | QNN_DLC | w8a16 | Snapdragon® X Elite | 5.951 ms | 2 - 2 MB | NPU
103
- | FastSam-S | QNN_DLC | w8a16 | Snapdragon® 8 Gen 3 Mobile | 3.695 ms | 2 - 229 MB | NPU
104
- | FastSam-S | QNN_DLC | w8a16 | Snapdragon® 8 Gen 1 Mobile | 7.775 ms | 2 - 227 MB | NPU
105
- | FastSam-S | QNN_DLC | w8a16 | Qualcomm® Dragonwing™ QCS6490 | 18.506 ms | 1 - 7 MB | NPU
106
- | FastSam-S | QNN_DLC | w8a16 | Qualcomm® Dragonwing™ IQ-8275 | 5.421 ms | 2 - 10 MB | NPU
107
- | FastSam-S | QNN_DLC | w8a16 | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 5.365 ms | 2 - 14 MB | NPU
108
  | FastSam-S | QNN_DLC | w8a16 | Qualcomm® SA8650P | 5.994 ms | 1 - 195 MB | NPU
109
  | FastSam-S | QNN_DLC | w8a16 | Qualcomm® SA8255P | 5.994 ms | 1 - 195 MB | NPU
110
- | FastSam-S | QNN_DLC | w8a16 | Qualcomm® QCS8450 | 7.775 ms | 2 - 227 MB | NPU
111
- | FastSam-S | QNN_DLC | w8a16 | Qualcomm® Dragonwing™ IQ-9075 | 5.617 ms | 1 - 8 MB | NPU
112
- | FastSam-S | QNN_DLC | w8a16 | Qualcomm® Dragonwing™ IQ-X7181 | 5.951 ms | 2 - 2 MB | NPU
113
- | FastSam-S | QNN_DLC | w8a16 | Qualcomm® Dragonwing™ Q-6690 | 63.52 ms | 2 - 198 MB | NPU
114
- | FastSam-S | QNN_DLC | w8a16 | Qualcomm® Dragonwing™ Q-7790 | 7.681 ms | 0 - 188 MB | NPU
115
- | FastSam-S | QNN_DLC | w8a16 | Qualcomm® Dragonwing™ Q-8750 | 2.659 ms | 0 - 192 MB | NPU
116
- | FastSam-S | QNN_DLC | w8a16 | Qualcomm® SA8295P | 7.602 ms | 0 - 186 MB | NPU
117
- | FastSam-S | QNN_DLC | w8a16 | Snapdragon® 7 Gen 4 Mobile | 7.681 ms | 0 - 188 MB | NPU
118
- | FastSam-S | QNN_DLC | w8a16_mixed_int16 | Snapdragon® 8 Elite Gen 5 For Galaxy Mobile | 3.015 ms | 2 - 202 MB | NPU
119
- | FastSam-S | QNN_DLC | w8a16_mixed_int16 | Snapdragon® 8 Elite For Galaxy Mobile | 3.931 ms | 2 - 198 MB | NPU
120
- | FastSam-S | QNN_DLC | w8a16_mixed_int16 | Snapdragon® X2 Elite | 4.171 ms | 2 - 2 MB | NPU
121
- | FastSam-S | QNN_DLC | w8a16_mixed_int16 | Snapdragon® X Elite | 8.003 ms | 2 - 2 MB | NPU
122
- | FastSam-S | QNN_DLC | w8a16_mixed_int16 | Snapdragon® 8 Gen 3 Mobile | 5.168 ms | 2 - 237 MB | NPU
123
- | FastSam-S | QNN_DLC | w8a16_mixed_int16 | Qualcomm® Dragonwing™ IQ-8275 | 7.336 ms | 2 - 10 MB | NPU
124
- | FastSam-S | QNN_DLC | w8a16_mixed_int16 | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 7.271 ms | 2 - 127 MB | NPU
125
- | FastSam-S | QNN_DLC | w8a16_mixed_int16 | Qualcomm® SA8775P | 7.563 ms | 0 - 193 MB | NPU
126
  | FastSam-S | QNN_DLC | w8a16_mixed_int16 | Qualcomm® SA8650P | 7.563 ms | 0 - 193 MB | NPU
127
  | FastSam-S | QNN_DLC | w8a16_mixed_int16 | Qualcomm® SA8255P | 7.563 ms | 0 - 193 MB | NPU
128
- | FastSam-S | QNN_DLC | w8a16_mixed_int16 | Qualcomm® Dragonwing™ IQ-9075 | 7.336 ms | 1 - 8 MB | NPU
129
- | FastSam-S | QNN_DLC | w8a16_mixed_int16 | Qualcomm® Dragonwing™ IQ-X7181 | 8.003 ms | 2 - 2 MB | NPU
130
- | FastSam-S | QNN_DLC | w8a16_mixed_int16 | Qualcomm® Dragonwing™ Q-6690 | 104.082 ms | 2 - 212 MB | NPU
131
- | FastSam-S | QNN_DLC | w8a16_mixed_int16 | Qualcomm® Dragonwing™ Q-7790 | 11.466 ms | 2 - 206 MB | NPU
132
- | FastSam-S | QNN_DLC | w8a16_mixed_int16 | Qualcomm® Dragonwing™ Q-8750 | 3.931 ms | 2 - 198 MB | NPU
133
- | FastSam-S | QNN_DLC | w8a16_mixed_int16 | Snapdragon® 7 Gen 4 Mobile | 11.466 ms | 2 - 206 MB | NPU
134
  | FastSam-S | TFLITE | float | Snapdragon® 8 Elite Gen 5 For Galaxy Mobile | 3.088 ms | 0 - 76 MB | NPU
135
  | FastSam-S | TFLITE | float | Snapdragon® 8 Elite For Galaxy Mobile | 3.917 ms | 4 - 86 MB | NPU
136
  | FastSam-S | TFLITE | float | Snapdragon® 8 Gen 3 Mobile | 5.155 ms | 4 - 114 MB | NPU
 
14
  The Fast Segment Anything Model (FastSAM) is a novel, real-time CNN-based solution for the Segment Anything task. This task is designed to segment any object within an image based on various possible user interaction prompts. The model performs competitively despite significantly reduced computation, making it a practical choice for a variety of vision tasks.
15
 
16
  This is based on the implementation of FastSam-S found [here](https://github.com/CASIA-LMC-Lab/FastSAM).
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/v0.64.0/src/qai_hub_models/models/fastsam_s) 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
 
21
  ## Getting Started
22
  Due to licensing restrictions, we cannot distribute pre-exported model assets for this model.
23
+ Use the [Qualcomm® AI Hub Models](https://github.com/qualcomm/ai-hub-models/blob/v0.64.0/src/qai_hub_models/models/fastsam_s) Python library to compile and export the model with your own:
24
  - Custom weights (e.g., fine-tuned checkpoints)
25
  - Custom input shapes
26
  - Target device and runtime configurations
27
 
28
+ See our repository for [FastSam-S on GitHub](https://github.com/qualcomm/ai-hub-models/blob/v0.64.0/src/qai_hub_models/models/fastsam_s) for usage instructions.
29
 
30
 
31
  ## Model Details
 
70
  | FastSam-S | ONNX | w8a16 | Qualcomm® Dragonwing™ Q-7790 | 8.767 ms | 8 - 220 MB | NPU
71
  | FastSam-S | ONNX | w8a16 | Qualcomm® Dragonwing™ Q-8750 | 3.25 ms | 0 - 213 MB | NPU
72
  | FastSam-S | ONNX | w8a16 | Snapdragon® 7 Gen 4 Mobile | 8.767 ms | 8 - 220 MB | NPU
73
+ | FastSam-S | ONNX | w8a16_mixed_int16 | Snapdragon® 8 Elite Gen 5 For Galaxy Mobile | 3.615 ms | 1 - 222 MB | NPU
74
+ | FastSam-S | ONNX | w8a16_mixed_int16 | Snapdragon® 8 Elite For Galaxy Mobile | 4.743 ms | 6 - 223 MB | NPU
75
+ | FastSam-S | ONNX | w8a16_mixed_int16 | Snapdragon® X2 Elite | 4.39 ms | 9 - 9 MB | NPU
76
+ | FastSam-S | ONNX | w8a16_mixed_int16 | Snapdragon® X Elite | 9.034 ms | 21 - 21 MB | NPU
77
+ | FastSam-S | ONNX | w8a16_mixed_int16 | Snapdragon® 8 Gen 3 Mobile | 5.82 ms | 8 - 266 MB | NPU
78
+ | FastSam-S | ONNX | w8a16_mixed_int16 | Qualcomm® Dragonwing™ IQ-8275 | 8.433 ms | 8 - 12 MB | NPU
79
+ | FastSam-S | ONNX | w8a16_mixed_int16 | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 8.608 ms | 0 - 24 MB | NPU
80
+ | FastSam-S | ONNX | w8a16_mixed_int16 | Qualcomm® Dragonwing™ IQ-9075 | 8.734 ms | 8 - 11 MB | NPU
81
+ | FastSam-S | ONNX | w8a16_mixed_int16 | Qualcomm® Dragonwing™ IQ-X7181 | 9.034 ms | 21 - 21 MB | NPU
82
+ | FastSam-S | ONNX | w8a16_mixed_int16 | Qualcomm® Dragonwing™ Q-6690 | 117.619 ms | 8 - 240 MB | NPU
83
+ | FastSam-S | ONNX | w8a16_mixed_int16 | Qualcomm® Dragonwing™ Q-7790 | 12.964 ms | 8 - 231 MB | NPU
84
+ | FastSam-S | ONNX | w8a16_mixed_int16 | Qualcomm® Dragonwing™ Q-8750 | 4.743 ms | 6 - 223 MB | NPU
85
+ | FastSam-S | ONNX | w8a16_mixed_int16 | Snapdragon® 7 Gen 4 Mobile | 12.964 ms | 8 - 231 MB | NPU
86
+ | FastSam-S | QNN_DLC | float | Snapdragon® 8 Elite Gen 5 For Galaxy Mobile | 3.285 ms | 5 - 178 MB | NPU
87
+ | FastSam-S | QNN_DLC | float | Snapdragon® 8 Elite For Galaxy Mobile | 4.32 ms | 5 - 176 MB | NPU
88
+ | FastSam-S | QNN_DLC | float | Snapdragon® X2 Elite | 4.5 ms | 5 - 5 MB | NPU
89
+ | FastSam-S | QNN_DLC | float | Snapdragon® X Elite | 8.084 ms | 5 - 5 MB | NPU
90
+ | FastSam-S | QNN_DLC | float | Snapdragon® 8 Gen 3 Mobile | 5.735 ms | 5 - 209 MB | NPU
91
+ | FastSam-S | QNN_DLC | float | Snapdragon® 8 Gen 1 Mobile | 13.67 ms | 4 - 209 MB | NPU
92
+ | FastSam-S | QNN_DLC | float | Qualcomm® Dragonwing™ IQ-8275 | 12.668 ms | 5 - 17 MB | NPU
93
+ | FastSam-S | QNN_DLC | float | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 7.534 ms | 5 - 7 MB | NPU
94
+ | FastSam-S | QNN_DLC | float | Qualcomm® QCS8450 | 13.67 ms | 4 - 209 MB | NPU
95
+ | FastSam-S | QNN_DLC | float | Qualcomm® Dragonwing™ IQ-9075 | 11.204 ms | 7 - 18 MB | NPU
96
+ | FastSam-S | QNN_DLC | float | Qualcomm® Dragonwing™ IQ-X7181 | 8.084 ms | 5 - 5 MB | NPU
97
+ | FastSam-S | QNN_DLC | float | Qualcomm® Dragonwing™ Q-8750 | 4.32 ms | 5 - 176 MB | NPU
98
+ | FastSam-S | QNN_DLC | float | Qualcomm® SA8295P | 13.982 ms | 0 - 172 MB | NPU
99
+ | FastSam-S | QNN_DLC | w8a16 | Snapdragon® 8 Elite Gen 5 For Galaxy Mobile | 2.063 ms | 2 - 197 MB | NPU
100
+ | FastSam-S | QNN_DLC | w8a16 | Snapdragon® 8 Elite For Galaxy Mobile | 2.645 ms | 0 - 192 MB | NPU
101
+ | FastSam-S | QNN_DLC | w8a16 | Snapdragon® X2 Elite | 3.086 ms | 2 - 2 MB | NPU
102
+ | FastSam-S | QNN_DLC | w8a16 | Snapdragon® X Elite | 5.949 ms | 2 - 2 MB | NPU
103
+ | FastSam-S | QNN_DLC | w8a16 | Snapdragon® 8 Gen 3 Mobile | 3.698 ms | 2 - 230 MB | NPU
104
+ | FastSam-S | QNN_DLC | w8a16 | Snapdragon® 8 Gen 1 Mobile | 7.568 ms | 2 - 228 MB | NPU
105
+ | FastSam-S | QNN_DLC | w8a16 | Qualcomm® Dragonwing™ QCS6490 | 18.694 ms | 4 - 11 MB | NPU
106
+ | FastSam-S | QNN_DLC | w8a16 | Qualcomm® Dragonwing™ IQ-8275 | 5.423 ms | 1 - 8 MB | NPU
107
+ | FastSam-S | QNN_DLC | w8a16 | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 5.365 ms | 2 - 4 MB | NPU
108
  | FastSam-S | QNN_DLC | w8a16 | Qualcomm® SA8650P | 5.994 ms | 1 - 195 MB | NPU
109
  | FastSam-S | QNN_DLC | w8a16 | Qualcomm® SA8255P | 5.994 ms | 1 - 195 MB | NPU
110
+ | FastSam-S | QNN_DLC | w8a16 | Qualcomm® QCS8450 | 7.568 ms | 2 - 228 MB | NPU
111
+ | FastSam-S | QNN_DLC | w8a16 | Qualcomm® Dragonwing™ IQ-9075 | 5.635 ms | 0 - 7 MB | NPU
112
+ | FastSam-S | QNN_DLC | w8a16 | Qualcomm® Dragonwing™ IQ-X7181 | 5.949 ms | 2 - 2 MB | NPU
113
+ | FastSam-S | QNN_DLC | w8a16 | Qualcomm® Dragonwing™ Q-6690 | 61.46 ms | 2 - 198 MB | NPU
114
+ | FastSam-S | QNN_DLC | w8a16 | Qualcomm® Dragonwing™ Q-7790 | 7.87 ms | 2 - 190 MB | NPU
115
+ | FastSam-S | QNN_DLC | w8a16 | Qualcomm® Dragonwing™ Q-8750 | 2.645 ms | 0 - 192 MB | NPU
116
+ | FastSam-S | QNN_DLC | w8a16 | Qualcomm® SA8295P | 7.615 ms | 2 - 189 MB | NPU
117
+ | FastSam-S | QNN_DLC | w8a16 | Snapdragon® 7 Gen 4 Mobile | 7.87 ms | 2 - 190 MB | NPU
118
+ | FastSam-S | QNN_DLC | w8a16_mixed_int16 | Snapdragon® 8 Elite Gen 5 For Galaxy Mobile | 3.055 ms | 2 - 202 MB | NPU
119
+ | FastSam-S | QNN_DLC | w8a16_mixed_int16 | Snapdragon® 8 Elite For Galaxy Mobile | 4.041 ms | 2 - 199 MB | NPU
120
+ | FastSam-S | QNN_DLC | w8a16_mixed_int16 | Snapdragon® X2 Elite | 4.246 ms | 2 - 2 MB | NPU
121
+ | FastSam-S | QNN_DLC | w8a16_mixed_int16 | Snapdragon® X Elite | 8.017 ms | 2 - 2 MB | NPU
122
+ | FastSam-S | QNN_DLC | w8a16_mixed_int16 | Snapdragon® 8 Gen 3 Mobile | 5.121 ms | 2 - 238 MB | NPU
123
+ | FastSam-S | QNN_DLC | w8a16_mixed_int16 | Qualcomm® Dragonwing™ IQ-8275 | 7.425 ms | 2 - 10 MB | NPU
124
+ | FastSam-S | QNN_DLC | w8a16_mixed_int16 | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 7.336 ms | 2 - 4 MB | NPU
 
125
  | FastSam-S | QNN_DLC | w8a16_mixed_int16 | Qualcomm® SA8650P | 7.563 ms | 0 - 193 MB | NPU
126
  | FastSam-S | QNN_DLC | w8a16_mixed_int16 | Qualcomm® SA8255P | 7.563 ms | 0 - 193 MB | NPU
127
+ | FastSam-S | QNN_DLC | w8a16_mixed_int16 | Qualcomm® Dragonwing™ IQ-9075 | 7.454 ms | 2 - 9 MB | NPU
128
+ | FastSam-S | QNN_DLC | w8a16_mixed_int16 | Qualcomm® Dragonwing™ IQ-X7181 | 8.017 ms | 2 - 2 MB | NPU
129
+ | FastSam-S | QNN_DLC | w8a16_mixed_int16 | Qualcomm® Dragonwing™ Q-6690 | 112.22 ms | 2 - 213 MB | NPU
130
+ | FastSam-S | QNN_DLC | w8a16_mixed_int16 | Qualcomm® Dragonwing™ Q-7790 | 11.549 ms | 2 - 203 MB | NPU
131
+ | FastSam-S | QNN_DLC | w8a16_mixed_int16 | Qualcomm® Dragonwing™ Q-8750 | 4.041 ms | 2 - 199 MB | NPU
132
+ | FastSam-S | QNN_DLC | w8a16_mixed_int16 | Snapdragon® 7 Gen 4 Mobile | 11.549 ms | 2 - 203 MB | NPU
133
  | FastSam-S | TFLITE | float | Snapdragon® 8 Elite Gen 5 For Galaxy Mobile | 3.088 ms | 0 - 76 MB | NPU
134
  | FastSam-S | TFLITE | float | Snapdragon® 8 Elite For Galaxy Mobile | 3.917 ms | 4 - 86 MB | NPU
135
  | FastSam-S | TFLITE | float | Snapdragon® 8 Gen 3 Mobile | 5.155 ms | 4 - 114 MB | NPU