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FastSam-S

Image Segmentation
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v0.59.0

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See https://github.com/qualcomm/ai-hub-models/releases/v0.59.0 for changelog.

Files changed (2) hide show
  1. README.md +83 -84
  2. release_assets.json +23 -7
README.md CHANGED
@@ -14,7 +14,7 @@ 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/v0.58.0/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
 
@@ -27,23 +27,25 @@ Below are pre-exported model assets ready for deployment.
27
 
28
  | Runtime | Precision | Chipset | SDK Versions | Download |
29
  |---|---|---|---|---|
30
- | ONNX | float | Universal | QAIRT 2.45, ONNX Runtime 1.25.0 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/fastsam_s/releases/v0.58.0/fastsam_s-onnx-float.zip)
31
- | QNN_DLC | float | Universal | QAIRT 2.45 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/fastsam_s/releases/v0.58.0/fastsam_s-qnn_dlc-float.zip)
32
- | TFLITE | float | Universal | QAIRT 2.45 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/fastsam_s/releases/v0.58.0/fastsam_s-tflite-float.zip)
 
 
33
 
34
  For more device-specific assets and performance metrics, visit **[FastSam-S on Qualcomm® AI Hub](https://aihub.qualcomm.com/models/fastsam_s)**.
35
 
36
 
37
  ### Option 2: Export with Custom Configurations
38
 
39
- Use the [Qualcomm® AI Hub Models](https://github.com/qualcomm/ai-hub-models/blob/v0.58.0/src/qai_hub_models/models/fastsam_s) Python library to compile and export the model with your own:
40
  - Custom weights (e.g., fine-tuned checkpoints)
41
  - Custom input shapes
42
  - Target device and runtime configurations
43
 
44
  This option is ideal if you need to customize the model beyond the default configuration provided here.
45
 
46
- See our repository for [FastSam-S on GitHub](https://github.com/qualcomm/ai-hub-models/blob/v0.58.0/src/qai_hub_models/models/fastsam_s) for usage instructions.
47
 
48
  ## Model Details
49
 
@@ -59,84 +61,81 @@ See our repository for [FastSam-S on GitHub](https://github.com/qualcomm/ai-hub-
59
  ## Performance Summary
60
  | Model | Runtime | Precision | Chipset | Inference Time (ms) | Peak Memory Range (MB) | Primary Compute Unit
61
  |---|---|---|---|---|---|---
62
- | FastSam-S | ONNX | float | Snapdragon® X2 Elite | 4.577 ms | 17 - 17 MB | NPU
63
- | FastSam-S | ONNX | float | Snapdragon® X Elite | 8.354 ms | 21 - 21 MB | NPU
64
- | FastSam-S | ONNX | float | Snapdragon® 8 Gen 3 Mobile | 5.987 ms | 17 - 244 MB | NPU
65
- | FastSam-S | ONNX | float | Snapdragon® 8 Gen 1 Mobile | 16.696 ms | 17 - 239 MB | NPU
66
- | FastSam-S | ONNX | float | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 8.185 ms | 0 - 26 MB | NPU
67
- | FastSam-S | ONNX | float | Qualcomm® QCS8450 | 16.696 ms | 17 - 239 MB | NPU
68
- | FastSam-S | ONNX | float | Qualcomm® Dragonwing™ IQ-9075 | 13.08 ms | 16 - 19 MB | NPU
69
- | FastSam-S | ONNX | float | Snapdragon® 8 Elite Gen 5 Mobile | 3.638 ms | 1 - 208 MB | NPU
70
- | FastSam-S | ONNX | float | Snapdragon® 8 Elite Mobile | 4.718 ms | 13 - 212 MB | NPU
71
- | FastSam-S | ONNX | float | Qualcomm® Dragonwing™ Q-8750 | 4.718 ms | 13 - 212 MB | NPU
72
- | FastSam-S | ONNX | float | Qualcomm® Dragonwing™ IQ-X7181 | 8.354 ms | 21 - 21 MB | NPU
73
- | FastSam-S | ONNX | w8a16 | Snapdragon® X2 Elite | 3.126 ms | 9 - 9 MB | NPU
74
- | FastSam-S | ONNX | w8a16 | Snapdragon® X Elite | 7.081 ms | 10 - 10 MB | NPU
75
- | FastSam-S | ONNX | w8a16 | Snapdragon® 8 Gen 3 Mobile | 4.375 ms | 8 - 265 MB | NPU
76
- | FastSam-S | ONNX | w8a16 | Snapdragon® 8 Gen 1 Mobile | 11.589 ms | 8 - 263 MB | NPU
77
- | FastSam-S | ONNX | w8a16 | Qualcomm® Dragonwing™ QCS6490 | 27.246 ms | 8 - 10 MB | NPU
78
- | FastSam-S | ONNX | w8a16 | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 6.668 ms | 0 - 14 MB | NPU
79
- | FastSam-S | ONNX | w8a16 | Qualcomm® QCS8450 | 11.589 ms | 8 - 263 MB | NPU
80
- | FastSam-S | ONNX | w8a16 | Qualcomm® Dragonwing™ IQ-9075 | 7.01 ms | 8 - 10 MB | NPU
81
- | FastSam-S | ONNX | w8a16 | Snapdragon® 7 Gen 4 Mobile | 9.194 ms | 8 - 228 MB | NPU
82
- | FastSam-S | ONNX | w8a16 | Snapdragon® 8 Elite Gen 5 Mobile | 2.701 ms | 2 - 228 MB | NPU
83
- | FastSam-S | ONNX | w8a16 | Qualcomm® Dragonwing™ Q-6690 | 71.459 ms | 9 - 266 MB | NPU
84
- | FastSam-S | ONNX | w8a16 | Snapdragon® 8 Elite Mobile | 3.282 ms | 2 - 220 MB | NPU
85
- | FastSam-S | ONNX | w8a16 | Qualcomm® Dragonwing™ Q-7790 | 9.194 ms | 8 - 228 MB | NPU
86
- | FastSam-S | ONNX | w8a16 | Qualcomm® Dragonwing™ Q-8750 | 3.282 ms | 2 - 220 MB | NPU
87
- | FastSam-S | ONNX | w8a16 | Qualcomm® Dragonwing™ IQ-X7181 | 7.081 ms | 10 - 10 MB | NPU
88
- | FastSam-S | QNN_DLC | float | Snapdragon® X2 Elite | 4.558 ms | 5 - 5 MB | NPU
89
- | FastSam-S | QNN_DLC | float | Snapdragon® X Elite | 8.337 ms | 5 - 5 MB | NPU
90
- | FastSam-S | QNN_DLC | float | Snapdragon® 8 Gen 3 Mobile | 5.865 ms | 0 - 212 MB | NPU
91
- | FastSam-S | QNN_DLC | float | Snapdragon® 8 Gen 1 Mobile | 16.072 ms | 5 - 214 MB | NPU
92
- | FastSam-S | QNN_DLC | float | Qualcomm® QCS8275 | 39.189 ms | 1 - 186 MB | NPU
93
- | FastSam-S | QNN_DLC | float | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 7.662 ms | 5 - 23 MB | NPU
94
- | FastSam-S | QNN_DLC | float | Qualcomm® SA8775P | 11.585 ms | 1 - 183 MB | NPU
95
- | FastSam-S | QNN_DLC | float | Qualcomm® SA8650P | 11.585 ms | 1 - 183 MB | NPU
96
- | FastSam-S | QNN_DLC | float | Qualcomm® SA8255P | 11.585 ms | 1 - 183 MB | NPU
97
- | FastSam-S | QNN_DLC | float | Qualcomm® QCS8450 | 16.072 ms | 5 - 214 MB | NPU
98
- | FastSam-S | QNN_DLC | float | Qualcomm® Dragonwing™ IQ-9075 | 11.522 ms | 5 - 15 MB | NPU
99
- | FastSam-S | QNN_DLC | float | Snapdragon® 8 Elite Gen 5 Mobile | 3.256 ms | 5 - 198 MB | NPU
100
- | FastSam-S | QNN_DLC | float | Qualcomm® SA7255P | 39.189 ms | 1 - 186 MB | NPU
101
- | FastSam-S | QNN_DLC | float | Snapdragon® 8 Elite Mobile | 4.466 ms | 5 - 193 MB | NPU
102
- | FastSam-S | QNN_DLC | float | Qualcomm® SA8295P | 13.802 ms | 0 - 178 MB | NPU
103
- | FastSam-S | QNN_DLC | float | Qualcomm® Dragonwing™ Q-8750 | 4.466 ms | 5 - 193 MB | NPU
104
- | FastSam-S | QNN_DLC | float | Qualcomm® Dragonwing™ IQ-X7181 | 8.337 ms | 5 - 5 MB | NPU
105
- | FastSam-S | QNN_DLC | w8a16 | Snapdragon® X2 Elite | 2.825 ms | 2 - 2 MB | NPU
106
- | FastSam-S | QNN_DLC | w8a16 | Snapdragon® X Elite | 6.093 ms | 2 - 2 MB | NPU
107
- | FastSam-S | QNN_DLC | w8a16 | Snapdragon® 8 Gen 3 Mobile | 3.773 ms | 2 - 234 MB | NPU
108
- | FastSam-S | QNN_DLC | w8a16 | Snapdragon® 8 Gen 1 Mobile | 8.309 ms | 2 - 234 MB | NPU
109
- | FastSam-S | QNN_DLC | w8a16 | Qualcomm® Dragonwing™ QCS6490 | 24.133 ms | 1 - 7 MB | NPU
110
- | FastSam-S | QNN_DLC | w8a16 | Qualcomm® QCS8275 | 13.375 ms | 1 - 194 MB | NPU
111
- | FastSam-S | QNN_DLC | w8a16 | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 5.468 ms | 2 - 5 MB | NPU
112
- | FastSam-S | QNN_DLC | w8a16 | Qualcomm® SA8775P | 6.019 ms | 2 - 196 MB | NPU
113
- | FastSam-S | QNN_DLC | w8a16 | Qualcomm® SA8650P | 6.019 ms | 2 - 196 MB | NPU
114
- | FastSam-S | QNN_DLC | w8a16 | Qualcomm® SA8255P | 6.019 ms | 2 - 196 MB | NPU
115
- | FastSam-S | QNN_DLC | w8a16 | Qualcomm® QCS8450 | 8.309 ms | 2 - 234 MB | NPU
116
- | FastSam-S | QNN_DLC | w8a16 | Qualcomm® Dragonwing™ IQ-9075 | 5.758 ms | 0 - 6 MB | NPU
117
- | FastSam-S | QNN_DLC | w8a16 | Snapdragon® 7 Gen 4 Mobile | 7.595 ms | 2 - 195 MB | NPU
118
- | FastSam-S | QNN_DLC | w8a16 | Snapdragon® 8 Elite Gen 5 Mobile | 2.107 ms | 2 - 204 MB | NPU
119
- | FastSam-S | QNN_DLC | w8a16 | Qualcomm® Dragonwing™ Q-6690 | 66.464 ms | 2 - 204 MB | NPU
120
- | FastSam-S | QNN_DLC | w8a16 | Qualcomm® SA7255P | 13.375 ms | 1 - 194 MB | NPU
121
- | FastSam-S | QNN_DLC | w8a16 | Snapdragon® 8 Elite Mobile | 2.66 ms | 2 - 200 MB | NPU
122
- | FastSam-S | QNN_DLC | w8a16 | Qualcomm® SA8295P | 7.912 ms | 0 - 191 MB | NPU
123
- | FastSam-S | QNN_DLC | w8a16 | Qualcomm® Dragonwing™ Q-7790 | 7.595 ms | 2 - 195 MB | NPU
124
- | FastSam-S | QNN_DLC | w8a16 | Qualcomm® Dragonwing™ Q-8750 | 2.66 ms | 2 - 200 MB | NPU
125
- | FastSam-S | QNN_DLC | w8a16 | Qualcomm® Dragonwing™ IQ-X7181 | 6.093 ms | 2 - 2 MB | NPU
126
- | FastSam-S | TFLITE | float | Snapdragon® 8 Gen 3 Mobile | 5.176 ms | 3 - 119 MB | NPU
127
- | FastSam-S | TFLITE | float | Snapdragon® 8 Gen 1 Mobile | 14.23 ms | 4 - 234 MB | NPU
128
- | FastSam-S | TFLITE | float | Qualcomm® QCS8275 | 37.813 ms | 4 - 85 MB | NPU
129
- | FastSam-S | TFLITE | float | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 6.93 ms | 4 - 6 MB | NPU
130
- | FastSam-S | TFLITE | float | Qualcomm® SA8775P | 10.719 ms | 4 - 90 MB | NPU
131
- | FastSam-S | TFLITE | float | Qualcomm® SA8650P | 10.719 ms | 4 - 90 MB | NPU
132
- | FastSam-S | TFLITE | float | Qualcomm® SA8255P | 10.719 ms | 4 - 90 MB | NPU
133
- | FastSam-S | TFLITE | float | Qualcomm® QCS8450 | 14.23 ms | 4 - 234 MB | NPU
134
- | FastSam-S | TFLITE | float | Qualcomm® Dragonwing™ IQ-9075 | 10.407 ms | 4 - 39 MB | NPU
135
- | FastSam-S | TFLITE | float | Snapdragon® 8 Elite Gen 5 Mobile | 3.121 ms | 0 - 90 MB | NPU
136
- | FastSam-S | TFLITE | float | Qualcomm® SA7255P | 37.813 ms | 4 - 85 MB | NPU
137
- | FastSam-S | TFLITE | float | Snapdragon® 8 Elite Mobile | 3.956 ms | 4 - 103 MB | NPU
138
- | FastSam-S | TFLITE | float | Qualcomm® SA8295P | 13.072 ms | 4 - 195 MB | NPU
139
- | FastSam-S | TFLITE | float | Qualcomm® Dragonwing™ Q-8750 | 3.956 ms | 4 - 103 MB | NPU
140
 
141
  ## License
142
  * The license for the original implementation of FastSam-S can be found
 
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/v0.59.0/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
 
 
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/v0.59.0/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/v0.59.0/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/v0.59.0/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/v0.59.0/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/v0.59.0/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/v0.59.0/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/v0.59.0/src/qai_hub_models/models/fastsam_s) for usage instructions.
49
 
50
  ## Model Details
51
 
 
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 | 4.554 ms | 17 - 17 MB | NPU
65
+ | FastSam-S | ONNX | float | Snapdragon® X Elite | 8.527 ms | 21 - 21 MB | NPU
66
+ | FastSam-S | ONNX | float | Snapdragon® 8 Gen 3 Mobile | 5.997 ms | 17 - 244 MB | NPU
67
+ | FastSam-S | ONNX | float | Snapdragon® 8 Gen 1 Mobile | 16.539 ms | 17 - 237 MB | NPU
68
+ | FastSam-S | ONNX | float | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 8.194 ms | 0 - 44 MB | NPU
69
+ | FastSam-S | ONNX | float | Qualcomm® QCS8450 | 16.539 ms | 17 - 237 MB | NPU
70
+ | FastSam-S | ONNX | float | Qualcomm® Dragonwing™ IQ-9075 | 12.01 ms | 15 - 18 MB | NPU
71
+ | FastSam-S | ONNX | float | Qualcomm® Dragonwing™ IQ-X7181 | 8.527 ms | 21 - 21 MB | NPU
72
+ | FastSam-S | ONNX | float | Qualcomm® Dragonwing™ Q-8750 | 4.692 ms | 13 - 213 MB | NPU
73
+ | FastSam-S | ONNX | float | Snapdragon® 8 Elite Mobile | 4.692 ms | 13 - 213 MB | NPU
74
+ | FastSam-S | ONNX | float | Snapdragon® 8 Elite Gen 5 Mobile | 3.642 ms | 1 - 208 MB | NPU
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+ | FastSam-S | ONNX | w8a16 | Snapdragon® X2 Elite | 3.119 ms | 9 - 9 MB | NPU
76
+ | FastSam-S | ONNX | w8a16 | Snapdragon® X Elite | 7.08 ms | 10 - 10 MB | NPU
77
+ | FastSam-S | ONNX | w8a16 | Snapdragon® 8 Gen 3 Mobile | 4.404 ms | 8 - 264 MB | NPU
78
+ | FastSam-S | ONNX | w8a16 | Snapdragon® 8 Gen 1 Mobile | 11.446 ms | 8 - 266 MB | NPU
79
+ | FastSam-S | ONNX | w8a16 | Qualcomm® Dragonwing™ QCS6490 | 28.225 ms | 8 - 10 MB | NPU
80
+ | FastSam-S | ONNX | w8a16 | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 6.675 ms | 0 - 190 MB | NPU
81
+ | FastSam-S | ONNX | w8a16 | Qualcomm® QCS8450 | 11.446 ms | 8 - 266 MB | NPU
82
+ | FastSam-S | ONNX | w8a16 | Qualcomm® Dragonwing™ IQ-9075 | 7.007 ms | 8 - 10 MB | NPU
83
+ | FastSam-S | ONNX | w8a16 | Qualcomm® Dragonwing™ IQ-X7181 | 7.08 ms | 10 - 10 MB | NPU
84
+ | FastSam-S | ONNX | w8a16 | Qualcomm® Dragonwing™ Q-8750 | 3.279 ms | 0 - 220 MB | NPU
85
+ | FastSam-S | ONNX | w8a16 | Snapdragon® 8 Elite Mobile | 3.279 ms | 0 - 220 MB | NPU
86
+ | FastSam-S | ONNX | w8a16 | Snapdragon® 8 Elite Gen 5 Mobile | 2.69 ms | 0 - 225 MB | NPU
87
+ | FastSam-S | QNN_DLC | float | Snapdragon® X2 Elite | 4.593 ms | 5 - 5 MB | NPU
88
+ | FastSam-S | QNN_DLC | float | Snapdragon® X Elite | 8.423 ms | 5 - 5 MB | NPU
89
+ | FastSam-S | QNN_DLC | float | Snapdragon® 8 Gen 3 Mobile | 5.85 ms | 5 - 216 MB | NPU
90
+ | FastSam-S | QNN_DLC | float | Snapdragon® 8 Gen 1 Mobile | 16.075 ms | 5 - 213 MB | NPU
91
+ | FastSam-S | QNN_DLC | float | Qualcomm® Dragonwing™ QCS8275 | 39.17 ms | 1 - 187 MB | NPU
92
+ | FastSam-S | QNN_DLC | float | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 7.706 ms | 5 - 133 MB | NPU
93
+ | FastSam-S | QNN_DLC | float | Qualcomm® SA8775P | 11.584 ms | 2 - 184 MB | NPU
94
+ | FastSam-S | QNN_DLC | float | Qualcomm® SA8650P | 11.584 ms | 2 - 184 MB | NPU
95
+ | FastSam-S | QNN_DLC | float | Qualcomm® SA8255P | 11.584 ms | 2 - 184 MB | NPU
96
+ | FastSam-S | QNN_DLC | float | Qualcomm® QCS8450 | 16.075 ms | 5 - 213 MB | NPU
97
+ | FastSam-S | QNN_DLC | float | Qualcomm® Dragonwing™ IQ-9075 | 11.454 ms | 7 - 17 MB | NPU
98
+ | FastSam-S | QNN_DLC | float | Qualcomm® Dragonwing™ IQ-X7181 | 8.423 ms | 5 - 5 MB | NPU
99
+ | FastSam-S | QNN_DLC | float | Qualcomm® Dragonwing™ Q-8750 | 4.488 ms | 5 - 195 MB | NPU
100
+ | FastSam-S | QNN_DLC | float | Qualcomm® SA7255P | 39.17 ms | 1 - 187 MB | NPU
101
+ | FastSam-S | QNN_DLC | float | Qualcomm® SA8295P | 13.795 ms | 0 - 177 MB | NPU
102
+ | FastSam-S | QNN_DLC | float | Snapdragon® 8 Elite Mobile | 4.488 ms | 5 - 195 MB | NPU
103
+ | FastSam-S | QNN_DLC | float | Snapdragon® 8 Elite Gen 5 Mobile | 3.255 ms | 5 - 198 MB | NPU
104
+ | FastSam-S | QNN_DLC | w8a16 | Snapdragon® X2 Elite | 2.915 ms | 2 - 2 MB | NPU
105
+ | FastSam-S | QNN_DLC | w8a16 | Snapdragon® X Elite | 6.052 ms | 2 - 2 MB | NPU
106
+ | FastSam-S | QNN_DLC | w8a16 | Snapdragon® 8 Gen 3 Mobile | 3.782 ms | 2 - 233 MB | NPU
107
+ | FastSam-S | QNN_DLC | w8a16 | Snapdragon® 8 Gen 1 Mobile | 8.316 ms | 2 - 233 MB | NPU
108
+ | FastSam-S | QNN_DLC | w8a16 | Qualcomm® Dragonwing™ QCS6490 | 23.921 ms | 2 - 8 MB | NPU
109
+ | FastSam-S | QNN_DLC | w8a16 | Qualcomm® Dragonwing™ QCS8275 | 13.375 ms | 1 - 195 MB | NPU
110
+ | FastSam-S | QNN_DLC | w8a16 | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 5.457 ms | 2 - 4 MB | NPU
111
+ | FastSam-S | QNN_DLC | w8a16 | Qualcomm® SA8775P | 5.992 ms | 1 - 197 MB | NPU
112
+ | FastSam-S | QNN_DLC | w8a16 | Qualcomm® SA8650P | 5.992 ms | 1 - 197 MB | NPU
113
+ | FastSam-S | QNN_DLC | w8a16 | Qualcomm® SA8255P | 5.992 ms | 1 - 197 MB | NPU
114
+ | FastSam-S | QNN_DLC | w8a16 | Qualcomm® QCS8450 | 8.316 ms | 2 - 233 MB | NPU
115
+ | FastSam-S | QNN_DLC | w8a16 | Qualcomm® Dragonwing™ IQ-9075 | 5.761 ms | 2 - 8 MB | NPU
116
+ | FastSam-S | QNN_DLC | w8a16 | Qualcomm® Dragonwing™ IQ-X7181 | 6.052 ms | 2 - 2 MB | NPU
117
+ | FastSam-S | QNN_DLC | w8a16 | Qualcomm® Dragonwing™ Q-6690 | 66.101 ms | 2 - 204 MB | NPU
118
+ | FastSam-S | QNN_DLC | w8a16 | Qualcomm® Dragonwing™ Q-7790 | 7.769 ms | 2 - 195 MB | NPU
119
+ | FastSam-S | QNN_DLC | w8a16 | Qualcomm® Dragonwing™ Q-8750 | 2.675 ms | 2 - 200 MB | NPU
120
+ | FastSam-S | QNN_DLC | w8a16 | Qualcomm® SA7255P | 13.375 ms | 1 - 195 MB | NPU
121
+ | FastSam-S | QNN_DLC | w8a16 | Qualcomm® SA8295P | 7.881 ms | 0 - 191 MB | NPU
122
+ | FastSam-S | QNN_DLC | w8a16 | Snapdragon® 8 Elite Mobile | 2.675 ms | 2 - 200 MB | NPU
123
+ | FastSam-S | QNN_DLC | w8a16 | Snapdragon® 8 Elite Gen 5 Mobile | 2.11 ms | 2 - 204 MB | NPU
124
+ | FastSam-S | QNN_DLC | w8a16 | Snapdragon® 7 Gen 4 Mobile | 7.769 ms | 2 - 195 MB | NPU
125
+ | FastSam-S | TFLITE | float | Snapdragon® 8 Gen 3 Mobile | 5.172 ms | 4 - 117 MB | NPU
126
+ | FastSam-S | TFLITE | float | Snapdragon® 8 Gen 1 Mobile | 14.211 ms | 0 - 228 MB | NPU
127
+ | FastSam-S | TFLITE | float | Qualcomm® Dragonwing™ QCS8275 | 37.805 ms | 4 - 86 MB | NPU
128
+ | FastSam-S | TFLITE | float | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 6.949 ms | 4 - 6 MB | NPU
129
+ | FastSam-S | TFLITE | float | Qualcomm® SA8775P | 10.732 ms | 4 - 90 MB | NPU
130
+ | FastSam-S | TFLITE | float | Qualcomm® SA8650P | 10.732 ms | 4 - 90 MB | NPU
131
+ | FastSam-S | TFLITE | float | Qualcomm® SA8255P | 10.732 ms | 4 - 90 MB | NPU
132
+ | FastSam-S | TFLITE | float | Qualcomm® QCS8450 | 14.211 ms | 0 - 228 MB | NPU
133
+ | FastSam-S | TFLITE | float | Qualcomm® Dragonwing™ IQ-9075 | 10.413 ms | 4 - 39 MB | NPU
134
+ | FastSam-S | TFLITE | float | Qualcomm® Dragonwing™ Q-8750 | 3.947 ms | 3 - 92 MB | NPU
135
+ | FastSam-S | TFLITE | float | Qualcomm® SA7255P | 37.805 ms | 4 - 86 MB | NPU
136
+ | FastSam-S | TFLITE | float | Qualcomm® SA8295P | 13.094 ms | 4 - 195 MB | NPU
137
+ | FastSam-S | TFLITE | float | Snapdragon® 8 Elite Mobile | 3.947 ms | 3 - 92 MB | NPU
138
+ | FastSam-S | TFLITE | float | Snapdragon® 8 Elite Gen 5 Mobile | 3.124 ms | 0 - 96 MB | NPU
 
 
 
139
 
140
  ## License
141
  * The license for the original implementation of FastSam-S can be found
release_assets.json CHANGED
@@ -1,27 +1,43 @@
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  {
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- "version": "0.58.0",
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  "precisions": {
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  "universal_assets": {
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- "litert": "1.4.4"
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  },
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- "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/fastsam_s/releases/v0.58.0/fastsam_s-tflite-float.zip"
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  },
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  "qnn_dlc": {
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  "tool_versions": {
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  "qairt": "2.45.0.260326154327"
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  },
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- "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/fastsam_s/releases/v0.58.0/fastsam_s-qnn_dlc-float.zip"
18
  },
 
 
 
 
 
 
 
 
 
 
19
  "onnx": {
20
  "tool_versions": {
21
  "qairt": "2.45.0.260326154327",
22
- "onnx_runtime": "1.25.0"
 
 
 
 
 
 
23
  },
24
- "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/fastsam_s/releases/v0.58.0/fastsam_s-onnx-float.zip"
25
  }
26
  }
27
  }
 
1
  {
2
+ "version": "0.59.0",
3
  "precisions": {
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  "float": {
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  "universal_assets": {
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+ "onnx": {
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  "tool_versions": {
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  "qairt": "2.45.0.260326154327",
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+ "onnx_runtime": "1.27.1"
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  },
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+ "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/fastsam_s/releases/v0.59.0/fastsam_s-onnx-float.zip"
12
  },
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  "qnn_dlc": {
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  "tool_versions": {
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  "qairt": "2.45.0.260326154327"
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  },
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+ "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/fastsam_s/releases/v0.59.0/fastsam_s-qnn_dlc-float.zip"
18
  },
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+ "tflite": {
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+ "tool_versions": {
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+ "qairt": "2.45.0.260326154327"
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+ },
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+ "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/fastsam_s/releases/v0.59.0/fastsam_s-tflite-float.zip"
24
+ }
25
+ }
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+ },
27
+ "w8a16": {
28
+ "universal_assets": {
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  "onnx": {
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  "tool_versions": {
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  "qairt": "2.45.0.260326154327",
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+ "onnx_runtime": "1.27.1"
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+ },
34
+ "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/fastsam_s/releases/v0.59.0/fastsam_s-onnx-w8a16.zip"
35
+ },
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+ "qnn_dlc": {
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+ "tool_versions": {
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+ "qairt": "2.45.0.260326154327"
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  },
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+ "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/fastsam_s/releases/v0.59.0/fastsam_s-qnn_dlc-w8a16.zip"
41
  }
42
  }
43
  }