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FastSam-S

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 -106
  2. release_assets.json +0 -45
README.md CHANGED
@@ -1,6 +1,6 @@
1
  ---
2
  library_name: pytorch
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- license: other
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  tags:
5
  - android
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  pipeline_tag: image-segmentation
@@ -14,38 +14,19 @@ 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/v0.60.0/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
- There are two ways to deploy this model on your device:
23
-
24
- ### Option 1: Download Pre-Exported Models
25
-
26
- 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/fastsam_s/releases/v0.60.0/fastsam_s-onnx-float.zip)
31
- | ONNX | w8a16 | Universal | QAIRT 2.45, ONNX Runtime 1.27.1 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/fastsam_s/releases/v0.60.0/fastsam_s-onnx-w8a16.zip)
32
- | QNN_DLC | float | Universal | QAIRT 2.45 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/fastsam_s/releases/v0.60.0/fastsam_s-qnn_dlc-float.zip)
33
- | QNN_DLC | w8a16 | Universal | QAIRT 2.45 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/fastsam_s/releases/v0.60.0/fastsam_s-qnn_dlc-w8a16.zip)
34
- | TFLITE | float | Universal | QAIRT 2.45 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/fastsam_s/releases/v0.60.0/fastsam_s-tflite-float.zip)
35
-
36
- For more device-specific assets and performance metrics, visit **[FastSam-S on Qualcomm® AI Hub](https://aihub.qualcomm.com/models/fastsam_s)**.
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/fastsam_s) 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 [FastSam-S on GitHub](https://github.com/qualcomm/ai-hub-models/blob/v0.60.0/src/qai_hub_models/models/fastsam_s) for usage instructions.
49
 
50
  ## Model Details
51
 
@@ -61,89 +42,89 @@ See our repository for [FastSam-S on GitHub](https://github.com/qualcomm/ai-hub-
61
  ## Performance Summary
62
  | Model | Runtime | Precision | Chipset | Inference Time (ms) | Peak Memory Range (MB) | Primary Compute Unit
63
  |---|---|---|---|---|---|---
64
- | FastSam-S | ONNX | float | Snapdragon® X2 Elite | 4.61 ms | 17 - 17 MB | NPU
65
- | FastSam-S | ONNX | float | Snapdragon® X Elite | 8.388 ms | 21 - 21 MB | NPU
66
- | FastSam-S | ONNX | float | Snapdragon® 8 Gen 3 Mobile | 5.99 ms | 18 - 249 MB | NPU
67
- | FastSam-S | ONNX | float | Snapdragon® 8 Gen 1 Mobile | 16.658 ms | 17 - 241 MB | NPU
68
- | FastSam-S | ONNX | float | Qualcomm® Dragonwing™ IQ-8275 | 13.198 ms | 15 - 19 MB | NPU
69
- | FastSam-S | ONNX | float | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 8.228 ms | 0 - 25 MB | NPU
70
- | FastSam-S | ONNX | float | Qualcomm® QCS8450 | 16.658 ms | 17 - 241 MB | NPU
71
- | FastSam-S | ONNX | float | Qualcomm® Dragonwing™ IQ-9075 | 11.974 ms | 15 - 18 MB | NPU
72
- | FastSam-S | ONNX | float | Qualcomm® Dragonwing™ IQ-X7181 | 8.388 ms | 21 - 21 MB | NPU
73
- | FastSam-S | ONNX | float | Qualcomm® Dragonwing™ Q-8750 | 4.71 ms | 12 - 215 MB | NPU
74
- | FastSam-S | ONNX | float | Snapdragon® 8 Elite Mobile | 4.71 ms | 12 - 215 MB | NPU
75
- | FastSam-S | ONNX | float | Snapdragon® 8 Elite Gen 5 Mobile | 3.643 ms | 3 - 213 MB | NPU
76
- | FastSam-S | ONNX | w8a16 | Snapdragon® X2 Elite | 3.131 ms | 9 - 9 MB | NPU
77
- | FastSam-S | ONNX | w8a16 | Snapdragon® X Elite | 7.011 ms | 10 - 10 MB | NPU
78
- | FastSam-S | ONNX | w8a16 | Snapdragon® 8 Gen 3 Mobile | 4.373 ms | 8 - 264 MB | NPU
79
- | FastSam-S | ONNX | w8a16 | Snapdragon® 8 Gen 1 Mobile | 11.698 ms | 9 - 267 MB | NPU
80
- | FastSam-S | ONNX | w8a16 | Qualcomm® Dragonwing™ QCS6490 | 27.98 ms | 8 - 10 MB | NPU
81
- | FastSam-S | ONNX | w8a16 | Qualcomm® Dragonwing™ IQ-8275 | 6.455 ms | 8 - 11 MB | NPU
82
  | FastSam-S | ONNX | w8a16 | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 6.657 ms | 0 - 14 MB | NPU
83
- | FastSam-S | ONNX | w8a16 | Qualcomm® QCS8450 | 11.698 ms | 9 - 267 MB | NPU
84
- | FastSam-S | ONNX | w8a16 | Qualcomm® Dragonwing™ IQ-9075 | 7.039 ms | 8 - 11 MB | NPU
85
- | FastSam-S | ONNX | w8a16 | Qualcomm® Dragonwing™ IQ-X7181 | 7.011 ms | 10 - 10 MB | NPU
86
- | FastSam-S | ONNX | w8a16 | Qualcomm® Dragonwing™ Q-6690 | 70.828 ms | 0 - 257 MB | NPU
87
- | FastSam-S | ONNX | w8a16 | Qualcomm® Dragonwing™ Q-7790 | 9.12 ms | 8 - 229 MB | NPU
88
- | FastSam-S | ONNX | w8a16 | Qualcomm® Dragonwing™ Q-8750 | 3.28 ms | 1 - 217 MB | NPU
89
- | FastSam-S | ONNX | w8a16 | Snapdragon® 8 Elite Mobile | 3.28 ms | 1 - 217 MB | NPU
90
- | FastSam-S | ONNX | w8a16 | Snapdragon® 8 Elite Gen 5 Mobile | 2.687 ms | 1 - 223 MB | NPU
91
- | FastSam-S | ONNX | w8a16 | Snapdragon® 7 Gen 4 Mobile | 9.12 ms | 8 - 229 MB | NPU
92
- | FastSam-S | QNN_DLC | float | Snapdragon® X2 Elite | 4.588 ms | 5 - 5 MB | NPU
93
- | FastSam-S | QNN_DLC | float | Snapdragon® X Elite | 8.386 ms | 5 - 5 MB | NPU
94
- | FastSam-S | QNN_DLC | float | Snapdragon® 8 Gen 3 Mobile | 5.861 ms | 5 - 218 MB | NPU
95
- | FastSam-S | QNN_DLC | float | Snapdragon® 8 Gen 1 Mobile | 15.955 ms | 5 - 212 MB | NPU
96
- | FastSam-S | QNN_DLC | float | Qualcomm® Dragonwing™ IQ-8275 | 12.88 ms | 5 - 16 MB | NPU
97
- | FastSam-S | QNN_DLC | float | Qualcomm® Dragonwing™ IQ-8275 | 39.191 ms | 0 - 186 MB | NPU
98
- | FastSam-S | QNN_DLC | float | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 7.794 ms | 5 - 14 MB | NPU
99
- | FastSam-S | QNN_DLC | float | Qualcomm® SA8775P | 11.597 ms | 1 - 183 MB | NPU
100
- | FastSam-S | QNN_DLC | float | Qualcomm® SA8650P | 11.597 ms | 1 - 183 MB | NPU
101
- | FastSam-S | QNN_DLC | float | Qualcomm® SA8255P | 11.597 ms | 1 - 183 MB | NPU
102
- | FastSam-S | QNN_DLC | float | Qualcomm® QCS8450 | 15.955 ms | 5 - 212 MB | NPU
103
- | FastSam-S | QNN_DLC | float | Qualcomm® Dragonwing™ IQ-9075 | 11.816 ms | 5 - 15 MB | NPU
104
- | FastSam-S | QNN_DLC | float | Qualcomm® Dragonwing™ IQ-X7181 | 8.386 ms | 5 - 5 MB | NPU
105
- | FastSam-S | QNN_DLC | float | Qualcomm® Dragonwing™ Q-8750 | 4.477 ms | 5 - 195 MB | NPU
106
- | FastSam-S | QNN_DLC | float | Qualcomm® SA7255P | 39.191 ms | 0 - 186 MB | NPU
107
- | FastSam-S | QNN_DLC | float | Qualcomm® SA8295P | 13.769 ms | 0 - 178 MB | NPU
108
- | FastSam-S | QNN_DLC | float | Snapdragon® 8 Elite Mobile | 4.477 ms | 5 - 195 MB | NPU
109
- | FastSam-S | QNN_DLC | float | Snapdragon® 8 Elite Gen 5 Mobile | 3.253 ms | 5 - 197 MB | NPU
110
- | FastSam-S | QNN_DLC | w8a16 | Snapdragon® X2 Elite | 2.859 ms | 2 - 2 MB | NPU
111
- | FastSam-S | QNN_DLC | w8a16 | Snapdragon® X Elite | 5.97 ms | 2 - 2 MB | NPU
112
- | FastSam-S | QNN_DLC | w8a16 | Snapdragon® 8 Gen 3 Mobile | 3.787 ms | 2 - 236 MB | NPU
113
- | FastSam-S | QNN_DLC | w8a16 | Snapdragon® 8 Gen 1 Mobile | 8.28 ms | 2 - 233 MB | NPU
114
- | FastSam-S | QNN_DLC | w8a16 | Qualcomm® Dragonwing™ QCS6490 | 24.029 ms | 1 - 7 MB | NPU
115
- | FastSam-S | QNN_DLC | w8a16 | Qualcomm® Dragonwing™ IQ-8275 | 5.564 ms | 2 - 9 MB | NPU
116
- | FastSam-S | QNN_DLC | w8a16 | Qualcomm® Dragonwing™ IQ-8275 | 13.386 ms | 0 - 193 MB | NPU
117
- | FastSam-S | QNN_DLC | w8a16 | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 5.474 ms | 2 - 4 MB | NPU
118
- | FastSam-S | QNN_DLC | w8a16 | Qualcomm® SA8775P | 5.996 ms | 1 - 196 MB | NPU
119
- | FastSam-S | QNN_DLC | w8a16 | Qualcomm® SA8650P | 5.996 ms | 1 - 196 MB | NPU
120
- | FastSam-S | QNN_DLC | w8a16 | Qualcomm® SA8255P | 5.996 ms | 1 - 196 MB | NPU
121
- | FastSam-S | QNN_DLC | w8a16 | Qualcomm® QCS8450 | 8.28 ms | 2 - 233 MB | NPU
122
- | FastSam-S | QNN_DLC | w8a16 | Qualcomm® Dragonwing™ IQ-9075 | 6.989 ms | 2 - 8 MB | NPU
123
- | FastSam-S | QNN_DLC | w8a16 | Qualcomm® Dragonwing™ IQ-X7181 | 5.97 ms | 2 - 2 MB | NPU
124
- | FastSam-S | QNN_DLC | w8a16 | Qualcomm® Dragonwing™ Q-6690 | 65.108 ms | 2 - 203 MB | NPU
125
- | FastSam-S | QNN_DLC | w8a16 | Qualcomm® Dragonwing™ Q-7790 | 7.608 ms | 2 - 196 MB | NPU
126
- | FastSam-S | QNN_DLC | w8a16 | Qualcomm® Dragonwing™ Q-8750 | 2.66 ms | 0 - 198 MB | NPU
127
- | FastSam-S | QNN_DLC | w8a16 | Qualcomm® SA7255P | 13.386 ms | 0 - 193 MB | NPU
128
- | FastSam-S | QNN_DLC | w8a16 | Qualcomm® SA8295P | 7.895 ms | 0 - 191 MB | NPU
129
- | FastSam-S | QNN_DLC | w8a16 | Snapdragon® 8 Elite Mobile | 2.66 ms | 0 - 198 MB | NPU
130
- | FastSam-S | QNN_DLC | w8a16 | Snapdragon® 8 Elite Gen 5 Mobile | 2.107 ms | 2 - 204 MB | NPU
131
- | FastSam-S | QNN_DLC | w8a16 | Snapdragon® 7 Gen 4 Mobile | 7.608 ms | 2 - 196 MB | NPU
132
- | FastSam-S | TFLITE | float | Snapdragon® 8 Gen 3 Mobile | 5.164 ms | 4 - 118 MB | NPU
133
- | FastSam-S | TFLITE | float | Snapdragon® 8 Gen 1 Mobile | 14.071 ms | 6 - 235 MB | NPU
134
- | FastSam-S | TFLITE | float | Qualcomm® Dragonwing™ IQ-8275 | 11.963 ms | 4 - 40 MB | NPU
135
- | FastSam-S | TFLITE | float | Qualcomm® Dragonwing™ IQ-8275 | 37.787 ms | 4 - 86 MB | NPU
136
- | FastSam-S | TFLITE | float | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 6.973 ms | 4 - 7 MB | NPU
137
- | FastSam-S | TFLITE | float | Qualcomm® SA8775P | 10.736 ms | 4 - 90 MB | NPU
138
- | FastSam-S | TFLITE | float | Qualcomm® SA8650P | 10.736 ms | 4 - 90 MB | NPU
139
- | FastSam-S | TFLITE | float | Qualcomm® SA8255P | 10.736 ms | 4 - 90 MB | NPU
140
- | FastSam-S | TFLITE | float | Qualcomm® QCS8450 | 14.071 ms | 6 - 235 MB | NPU
141
- | FastSam-S | TFLITE | float | Qualcomm® Dragonwing™ IQ-9075 | 10.46 ms | 4 - 39 MB | NPU
142
- | FastSam-S | TFLITE | float | Qualcomm® Dragonwing™ Q-8750 | 3.941 ms | 3 - 101 MB | NPU
143
- | FastSam-S | TFLITE | float | Qualcomm® SA7255P | 37.787 ms | 4 - 86 MB | NPU
144
- | FastSam-S | TFLITE | float | Qualcomm® SA8295P | 13.077 ms | 4 - 195 MB | NPU
145
- | FastSam-S | TFLITE | float | Snapdragon® 8 Elite Mobile | 3.941 ms | 3 - 101 MB | NPU
146
- | FastSam-S | TFLITE | float | Snapdragon® 8 Elite Gen 5 Mobile | 3.12 ms | 0 - 89 MB | NPU
147
 
148
  ## License
149
  * The license for the original implementation of FastSam-S can be found
 
1
  ---
2
  library_name: pytorch
3
+ license: agpl-3.0
4
  tags:
5
  - android
6
  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/v0.61.0/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/v0.61.0/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/v0.61.0/src/qai_hub_models/models/fastsam_s) for usage instructions.
29
 
 
30
 
31
  ## Model Details
32
 
 
42
  ## Performance Summary
43
  | Model | Runtime | Precision | Chipset | Inference Time (ms) | Peak Memory Range (MB) | Primary Compute Unit
44
  |---|---|---|---|---|---|---
45
+ | FastSam-S | ONNX | float | Snapdragon® X2 Elite | 4.587 ms | 17 - 17 MB | NPU
46
+ | FastSam-S | ONNX | float | Snapdragon® X Elite | 8.522 ms | 21 - 21 MB | NPU
47
+ | FastSam-S | ONNX | float | Snapdragon® 8 Gen 3 Mobile | 6.004 ms | 18 - 249 MB | NPU
48
+ | FastSam-S | ONNX | float | Snapdragon® 8 Gen 1 Mobile | 16.632 ms | 17 - 238 MB | NPU
49
+ | FastSam-S | ONNX | float | Qualcomm® Dragonwing™ IQ-8275 | 13.173 ms | 15 - 19 MB | NPU
50
+ | FastSam-S | ONNX | float | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 8.161 ms | 0 - 25 MB | NPU
51
+ | FastSam-S | ONNX | float | Qualcomm® QCS8450 | 16.632 ms | 17 - 238 MB | NPU
52
+ | FastSam-S | ONNX | float | Qualcomm® Dragonwing™ IQ-9075 | 11.988 ms | 15 - 18 MB | NPU
53
+ | FastSam-S | ONNX | float | Qualcomm® Dragonwing™ IQ-X7181 | 8.522 ms | 21 - 21 MB | NPU
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+ | FastSam-S | ONNX | float | Qualcomm® Dragonwing™ Q-8750 | 4.686 ms | 12 - 213 MB | NPU
55
+ | FastSam-S | ONNX | float | Snapdragon® 8 Elite Mobile | 4.686 ms | 12 - 213 MB | NPU
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+ | FastSam-S | ONNX | float | Snapdragon® 8 Elite Gen 5 Mobile | 3.641 ms | 3 - 212 MB | NPU
57
+ | FastSam-S | ONNX | w8a16 | Snapdragon® X2 Elite | 3.132 ms | 9 - 9 MB | NPU
58
+ | FastSam-S | ONNX | w8a16 | Snapdragon® X Elite | 6.996 ms | 10 - 10 MB | NPU
59
+ | FastSam-S | ONNX | w8a16 | Snapdragon® 8 Gen 3 Mobile | 4.381 ms | 8 - 264 MB | NPU
60
+ | FastSam-S | ONNX | w8a16 | Snapdragon® 8 Gen 1 Mobile | 11.327 ms | 8 - 266 MB | NPU
61
+ | FastSam-S | ONNX | w8a16 | Qualcomm® Dragonwing™ QCS6490 | 28.223 ms | 8 - 10 MB | NPU
62
+ | FastSam-S | ONNX | w8a16 | Qualcomm® Dragonwing™ IQ-8275 | 6.444 ms | 8 - 11 MB | NPU
63
  | FastSam-S | ONNX | w8a16 | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 6.657 ms | 0 - 14 MB | NPU
64
+ | FastSam-S | ONNX | w8a16 | Qualcomm® QCS8450 | 11.327 ms | 8 - 266 MB | NPU
65
+ | FastSam-S | ONNX | w8a16 | Qualcomm® Dragonwing™ IQ-9075 | 7.028 ms | 8 - 10 MB | NPU
66
+ | FastSam-S | ONNX | w8a16 | Qualcomm® Dragonwing™ IQ-X7181 | 6.996 ms | 10 - 10 MB | NPU
67
+ | FastSam-S | ONNX | w8a16 | Qualcomm® Dragonwing™ Q-6690 | 71.034 ms | 8 - 266 MB | NPU
68
+ | FastSam-S | ONNX | w8a16 | Qualcomm® Dragonwing™ Q-7790 | 9.229 ms | 8 - 228 MB | NPU
69
+ | FastSam-S | ONNX | w8a16 | Qualcomm® Dragonwing™ Q-8750 | 3.285 ms | 1 - 217 MB | NPU
70
+ | FastSam-S | ONNX | w8a16 | Snapdragon® 8 Elite Mobile | 3.285 ms | 1 - 217 MB | NPU
71
+ | FastSam-S | ONNX | w8a16 | Snapdragon® 8 Elite Gen 5 Mobile | 2.697 ms | 1 - 226 MB | NPU
72
+ | FastSam-S | ONNX | w8a16 | Snapdragon® 7 Gen 4 Mobile | 9.229 ms | 8 - 228 MB | NPU
73
+ | FastSam-S | QNN_DLC | float | Snapdragon® X2 Elite | 4.514 ms | 5 - 5 MB | NPU
74
+ | FastSam-S | QNN_DLC | float | Snapdragon® X Elite | 8.483 ms | 5 - 5 MB | NPU
75
+ | FastSam-S | QNN_DLC | float | Snapdragon® 8 Gen 3 Mobile | 5.871 ms | 5 - 215 MB | NPU
76
+ | FastSam-S | QNN_DLC | float | Snapdragon® 8 Gen 1 Mobile | 16.119 ms | 5 - 212 MB | NPU
77
+ | FastSam-S | QNN_DLC | float | Qualcomm® Dragonwing™ IQ-8275 | 12.806 ms | 5 - 16 MB | NPU
78
+ | FastSam-S | QNN_DLC | float | Qualcomm® Dragonwing™ IQ-8275 | 39.184 ms | 1 - 187 MB | NPU
79
+ | FastSam-S | QNN_DLC | float | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 7.726 ms | 5 - 7 MB | NPU
80
+ | FastSam-S | QNN_DLC | float | Qualcomm® SA8775P | 11.578 ms | 0 - 180 MB | NPU
81
+ | FastSam-S | QNN_DLC | float | Qualcomm® SA8650P | 11.578 ms | 0 - 180 MB | NPU
82
+ | FastSam-S | QNN_DLC | float | Qualcomm® SA8255P | 11.578 ms | 0 - 180 MB | NPU
83
+ | FastSam-S | QNN_DLC | float | Qualcomm® QCS8450 | 16.119 ms | 5 - 212 MB | NPU
84
+ | FastSam-S | QNN_DLC | float | Qualcomm® Dragonwing™ IQ-9075 | 11.387 ms | 5 - 15 MB | NPU
85
+ | FastSam-S | QNN_DLC | float | Qualcomm® Dragonwing™ IQ-X7181 | 8.483 ms | 5 - 5 MB | NPU
86
+ | FastSam-S | QNN_DLC | float | Qualcomm® Dragonwing™ Q-8750 | 4.488 ms | 5 - 195 MB | NPU
87
+ | FastSam-S | QNN_DLC | float | Qualcomm® SA7255P | 39.184 ms | 1 - 187 MB | NPU
88
+ | FastSam-S | QNN_DLC | float | Qualcomm® SA8295P | 13.787 ms | 0 - 178 MB | NPU
89
+ | FastSam-S | QNN_DLC | float | Snapdragon® 8 Elite Mobile | 4.488 ms | 5 - 195 MB | NPU
90
+ | FastSam-S | QNN_DLC | float | Snapdragon® 8 Elite Gen 5 Mobile | 3.259 ms | 5 - 197 MB | NPU
91
+ | FastSam-S | QNN_DLC | w8a16 | Snapdragon® X2 Elite | 2.837 ms | 2 - 2 MB | NPU
92
+ | FastSam-S | QNN_DLC | w8a16 | Snapdragon® X Elite | 6.087 ms | 2 - 2 MB | NPU
93
+ | FastSam-S | QNN_DLC | w8a16 | Snapdragon® 8 Gen 3 Mobile | 3.772 ms | 2 - 234 MB | NPU
94
+ | FastSam-S | QNN_DLC | w8a16 | Snapdragon® 8 Gen 1 Mobile | 8.208 ms | 2 - 233 MB | NPU
95
+ | FastSam-S | QNN_DLC | w8a16 | Qualcomm® Dragonwing™ QCS6490 | 23.998 ms | 2 - 8 MB | NPU
96
+ | FastSam-S | QNN_DLC | w8a16 | Qualcomm® Dragonwing™ IQ-8275 | 5.559 ms | 1 - 8 MB | NPU
97
+ | FastSam-S | QNN_DLC | w8a16 | Qualcomm® Dragonwing™ IQ-8275 | 13.388 ms | 0 - 193 MB | NPU
98
+ | FastSam-S | QNN_DLC | w8a16 | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 5.493 ms | 2 - 177 MB | NPU
99
+ | FastSam-S | QNN_DLC | w8a16 | Qualcomm® SA8775P | 5.995 ms | 1 - 197 MB | NPU
100
+ | FastSam-S | QNN_DLC | w8a16 | Qualcomm® SA8650P | 5.995 ms | 1 - 197 MB | NPU
101
+ | FastSam-S | QNN_DLC | w8a16 | Qualcomm® SA8255P | 5.995 ms | 1 - 197 MB | NPU
102
+ | FastSam-S | QNN_DLC | w8a16 | Qualcomm® QCS8450 | 8.208 ms | 2 - 233 MB | NPU
103
+ | FastSam-S | QNN_DLC | w8a16 | Qualcomm® Dragonwing™ IQ-9075 | 5.756 ms | 3 - 9 MB | NPU
104
+ | FastSam-S | QNN_DLC | w8a16 | Qualcomm® Dragonwing™ IQ-X7181 | 6.087 ms | 2 - 2 MB | NPU
105
+ | FastSam-S | QNN_DLC | w8a16 | Qualcomm® Dragonwing™ Q-6690 | 65.977 ms | 2 - 203 MB | NPU
106
+ | FastSam-S | QNN_DLC | w8a16 | Qualcomm® Dragonwing™ Q-7790 | 7.591 ms | 0 - 196 MB | NPU
107
+ | FastSam-S | QNN_DLC | w8a16 | Qualcomm® Dragonwing™ Q-8750 | 2.659 ms | 2 - 200 MB | NPU
108
+ | FastSam-S | QNN_DLC | w8a16 | Qualcomm® SA7255P | 13.388 ms | 0 - 193 MB | NPU
109
+ | FastSam-S | QNN_DLC | w8a16 | Qualcomm® SA8295P | 7.954 ms | 0 - 191 MB | NPU
110
+ | FastSam-S | QNN_DLC | w8a16 | Snapdragon® 8 Elite Mobile | 2.659 ms | 2 - 200 MB | NPU
111
+ | FastSam-S | QNN_DLC | w8a16 | Snapdragon® 8 Elite Gen 5 Mobile | 2.108 ms | 2 - 204 MB | NPU
112
+ | FastSam-S | QNN_DLC | w8a16 | Snapdragon® 7 Gen 4 Mobile | 7.591 ms | 0 - 196 MB | NPU
113
+ | FastSam-S | TFLITE | float | Snapdragon® 8 Gen 3 Mobile | 5.17 ms | 4 - 118 MB | NPU
114
+ | FastSam-S | TFLITE | float | Snapdragon® 8 Gen 1 Mobile | 14.048 ms | 5 - 234 MB | NPU
115
+ | FastSam-S | TFLITE | float | Qualcomm® Dragonwing™ IQ-8275 | 11.96 ms | 4 - 40 MB | NPU
116
+ | FastSam-S | TFLITE | float | Qualcomm® Dragonwing™ IQ-8275 | 37.807 ms | 4 - 86 MB | NPU
117
+ | FastSam-S | TFLITE | float | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 6.927 ms | 4 - 7 MB | NPU
118
+ | FastSam-S | TFLITE | float | Qualcomm® SA8775P | 10.729 ms | 0 - 86 MB | NPU
119
+ | FastSam-S | TFLITE | float | Qualcomm® SA8650P | 10.729 ms | 0 - 86 MB | NPU
120
+ | FastSam-S | TFLITE | float | Qualcomm® SA8255P | 10.729 ms | 0 - 86 MB | NPU
121
+ | FastSam-S | TFLITE | float | Qualcomm® QCS8450 | 14.048 ms | 5 - 234 MB | NPU
122
+ | FastSam-S | TFLITE | float | Qualcomm® Dragonwing™ IQ-9075 | 10.443 ms | 4 - 39 MB | NPU
123
+ | FastSam-S | TFLITE | float | Qualcomm® Dragonwing™ Q-8750 | 3.945 ms | 0 - 97 MB | NPU
124
+ | FastSam-S | TFLITE | float | Qualcomm® SA7255P | 37.807 ms | 4 - 86 MB | NPU
125
+ | FastSam-S | TFLITE | float | Qualcomm® SA8295P | 13.075 ms | 4 - 195 MB | NPU
126
+ | FastSam-S | TFLITE | float | Snapdragon® 8 Elite Mobile | 3.945 ms | 0 - 97 MB | NPU
127
+ | FastSam-S | TFLITE | float | Snapdragon® 8 Elite Gen 5 Mobile | 3.122 ms | 0 - 90 MB | NPU
128
 
129
  ## License
130
  * The license for the original implementation of FastSam-S can be found
release_assets.json DELETED
@@ -1,45 +0,0 @@
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- {
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- "version": "0.60.0",
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- "precisions": {
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- }
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- }
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- },
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- "w8a16": {
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- "universal_assets": {
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