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MobileSam

Image Segmentation
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android
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v0.58.0

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See https://github.com/qualcomm/ai-hub-models/releases/v0.58.0 for changelog.

Files changed (2) hide show
  1. README.md +90 -84
  2. release_assets.json +4 -4
README.md CHANGED
@@ -15,7 +15,7 @@ pipeline_tag: image-segmentation
15
  Transformer based encoder-decoder where prompts specify what to segment in an image thereby allowing segmentation without the need for additional training. The image encoder generates embeddings and the lightweight decoder operates on the embeddings for point and mask based image segmentation.
16
 
17
  This is based on the implementation of MobileSam found [here](https://github.com/facebookresearch/segment-anything).
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/v0.57.3/src/qai_hub_models/models/mobilesam) 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
 
@@ -28,23 +28,23 @@ Below are pre-exported model assets ready for deployment.
28
 
29
  | Runtime | Precision | Chipset | SDK Versions | Download |
30
  |---|---|---|---|---|
31
- | 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/mobilesam/releases/v0.57.3/mobilesam-onnx-float.zip)
32
- | QNN_DLC | float | Universal | QAIRT 2.45 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/mobilesam/releases/v0.57.3/mobilesam-qnn_dlc-float.zip)
33
- | TFLITE | float | Universal | QAIRT 2.45 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/mobilesam/releases/v0.57.3/mobilesam-tflite-float.zip)
34
 
35
  For more device-specific assets and performance metrics, visit **[MobileSam on Qualcomm® AI Hub](https://aihub.qualcomm.com/models/mobilesam)**.
36
 
37
 
38
  ### Option 2: Export with Custom Configurations
39
 
40
- Use the [Qualcomm® AI Hub Models](https://github.com/qualcomm/ai-hub-models/blob/v0.57.3/src/qai_hub_models/models/mobilesam) Python library to compile and export the model with your own:
41
  - Custom weights (e.g., fine-tuned checkpoints)
42
  - Custom input shapes
43
  - Target device and runtime configurations
44
 
45
  This option is ideal if you need to customize the model beyond the default configuration provided here.
46
 
47
- See our repository for [MobileSam on GitHub](https://github.com/qualcomm/ai-hub-models/blob/v0.57.3/src/qai_hub_models/models/mobilesam) for usage instructions.
48
 
49
  ## Model Details
50
 
@@ -61,84 +61,90 @@ See our repository for [MobileSam 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
- | decoder | ONNX | float | Snapdragon® X2 Elite | 2.635 ms | 209 - 209 MB | NPU
65
- | decoder | ONNX | float | Snapdragon® X Elite | 6.168 ms | 147 - 147 MB | NPU
66
- | decoder | ONNX | float | Snapdragon® 8 Gen 3 Mobile | 4.15 ms | 2 - 234 MB | NPU
67
- | decoder | ONNX | float | Snapdragon® 8 Gen 1 Mobile | 14.299 ms | 5 - 225 MB | NPU
68
- | decoder | ONNX | float | Qualcomm® QCS8550 (Proxy) | 5.917 ms | 0 - 19 MB | NPU
69
- | decoder | ONNX | float | Qualcomm® QCS8450 | 14.299 ms | 5 - 225 MB | NPU
70
- | decoder | ONNX | float | Snapdragon® 8 Elite Mobile | 3.173 ms | 0 - 234 MB | NPU
71
- | decoder | ONNX | float | Snapdragon® 8 Elite Gen 5 Mobile | 2.531 ms | 3 - 210 MB | NPU
72
- | decoder | ONNX | float | Qualcomm® QCS9075 | 7.129 ms | 4 - 49 MB | NPU
73
- | decoder | ONNX | float | Qualcomm® QCS8750 | 3.173 ms | 0 - 234 MB | NPU
74
- | decoder | ONNX | float | Qualcomm® QCS7181 | 6.168 ms | 147 - 147 MB | NPU
75
- | decoder | QNN_DLC | float | Snapdragon® X2 Elite | 2.97 ms | 4 - 4 MB | NPU
76
- | decoder | QNN_DLC | float | Snapdragon® X Elite | 5.722 ms | 4 - 4 MB | NPU
77
- | decoder | QNN_DLC | float | Snapdragon® 8 Gen 3 Mobile | 3.732 ms | 4 - 223 MB | NPU
78
- | decoder | QNN_DLC | float | Snapdragon® 8 Gen 1 Mobile | 11.626 ms | 0 - 251 MB | NPU
79
- | decoder | QNN_DLC | float | Qualcomm® QCS8275 | 12.614 ms | 0 - 192 MB | NPU
80
- | decoder | QNN_DLC | float | Qualcomm® QCS8550 (Proxy) | 5.307 ms | 4 - 132 MB | NPU
81
- | decoder | QNN_DLC | float | Qualcomm® QCS8450 | 11.626 ms | 0 - 251 MB | NPU
82
- | decoder | QNN_DLC | float | Snapdragon® 8 Elite Mobile | 2.833 ms | 0 - 225 MB | NPU
83
- | decoder | QNN_DLC | float | Qualcomm® SA8295P | 7.714 ms | 0 - 190 MB | NPU
84
- | decoder | QNN_DLC | float | Snapdragon® 8 Elite Gen 5 Mobile | 2.526 ms | 4 - 196 MB | NPU
85
- | decoder | QNN_DLC | float | Qualcomm® SA7255P | 12.614 ms | 0 - 192 MB | NPU
86
- | decoder | QNN_DLC | float | Qualcomm® QCS9075 | 6.49 ms | 4 - 10 MB | NPU
87
- | decoder | QNN_DLC | float | Qualcomm® QCS8750 | 2.833 ms | 0 - 225 MB | NPU
88
- | decoder | QNN_DLC | float | Qualcomm® QCS7181 | 5.722 ms | 4 - 4 MB | NPU
89
- | decoder | TFLITE | float | Snapdragon® 8 Gen 3 Mobile | 3.42 ms | 0 - 214 MB | NPU
90
- | decoder | TFLITE | float | Snapdragon® 8 Gen 1 Mobile | 7.991 ms | 0 - 217 MB | NPU
91
- | decoder | TFLITE | float | Qualcomm® QCS8275 | 11.888 ms | 0 - 186 MB | NPU
92
- | decoder | TFLITE | float | Qualcomm® QCS8550 (Proxy) | 4.937 ms | 0 - 8 MB | NPU
93
- | decoder | TFLITE | float | Qualcomm® SA8775P | 38.522 ms | 1 - 34 MB | GPU
94
- | decoder | TFLITE | float | Qualcomm® SA8650P | 38.522 ms | 1 - 34 MB | GPU
95
- | decoder | TFLITE | float | Qualcomm® SA8255P | 38.522 ms | 1 - 34 MB | GPU
96
- | decoder | TFLITE | float | Qualcomm® QCS8450 | 7.991 ms | 0 - 217 MB | NPU
97
- | decoder | TFLITE | float | Snapdragon® 8 Elite Mobile | 2.591 ms | 0 - 183 MB | NPU
98
- | decoder | TFLITE | float | Qualcomm® SA8295P | 7.261 ms | 0 - 183 MB | NPU
99
- | decoder | TFLITE | float | Snapdragon® 8 Elite Gen 5 Mobile | 2.159 ms | 0 - 187 MB | NPU
100
- | decoder | TFLITE | float | Qualcomm® SA7255P | 11.888 ms | 0 - 186 MB | NPU
101
- | decoder | TFLITE | float | Qualcomm® QCS9075 | 5.969 ms | 0 - 19 MB | NPU
102
- | decoder | TFLITE | float | Qualcomm® QCS8750 | 2.591 ms | 0 - 183 MB | NPU
103
- | encoder | ONNX | float | Snapdragon® X2 Elite | 91.844 ms | 201 - 201 MB | NPU
104
- | encoder | ONNX | float | Snapdragon® X Elite | 170.625 ms | 170 - 170 MB | NPU
105
- | encoder | ONNX | float | Snapdragon® 8 Gen 3 Mobile | 125.122 ms | 21 - 1099 MB | NPU
106
- | encoder | ONNX | float | Snapdragon® 8 Gen 1 Mobile | 407.007 ms | 22 - 1118 MB | NPU
107
- | encoder | ONNX | float | Qualcomm® QCS8550 (Proxy) | 172.174 ms | 12 - 45 MB | NPU
108
- | encoder | ONNX | float | Qualcomm® QCS8450 | 407.007 ms | 22 - 1118 MB | NPU
109
- | encoder | ONNX | float | Snapdragon® 8 Elite Mobile | 99.607 ms | 9 - 922 MB | NPU
110
- | encoder | ONNX | float | Snapdragon® 8 Elite Gen 5 Mobile | 81.662 ms | 8 - 1032 MB | NPU
111
- | encoder | ONNX | float | Qualcomm® QCS9075 | 195.438 ms | 12 - 57 MB | NPU
112
- | encoder | ONNX | float | Qualcomm® QCS8750 | 99.607 ms | 9 - 922 MB | NPU
113
- | encoder | ONNX | float | Qualcomm® QCS7181 | 170.625 ms | 170 - 170 MB | NPU
114
- | encoder | QNN_DLC | float | Snapdragon® X2 Elite | 45.856 ms | 12 - 12 MB | NPU
115
- | encoder | QNN_DLC | float | Snapdragon® X Elite | 103.032 ms | 12 - 12 MB | NPU
116
- | encoder | QNN_DLC | float | Snapdragon® 8 Gen 3 Mobile | 65.901 ms | 12 - 1329 MB | NPU
117
- | encoder | QNN_DLC | float | Snapdragon® 8 Gen 1 Mobile | 329.08 ms | 12 - 1342 MB | NPU
118
- | encoder | QNN_DLC | float | Qualcomm® QCS8275 | 207.642 ms | 1 - 1126 MB | NPU
119
- | encoder | QNN_DLC | float | Qualcomm® QCS8550 (Proxy) | 99.176 ms | 12 - 891 MB | NPU
120
- | encoder | QNN_DLC | float | Qualcomm® QCS8450 | 329.08 ms | 12 - 1342 MB | NPU
121
- | encoder | QNN_DLC | float | Snapdragon® 8 Elite Mobile | 48.69 ms | 12 - 1129 MB | NPU
122
- | encoder | QNN_DLC | float | Qualcomm® SA8295P | 324.852 ms | 0 - 1556 MB | NPU
123
- | encoder | QNN_DLC | float | Snapdragon® 8 Elite Gen 5 Mobile | 40.129 ms | 12 - 1260 MB | NPU
124
- | encoder | QNN_DLC | float | Qualcomm® SA7255P | 207.642 ms | 1 - 1126 MB | NPU
125
- | encoder | QNN_DLC | float | Qualcomm® QCS9075 | 120.784 ms | 14 - 32 MB | NPU
126
- | encoder | QNN_DLC | float | Qualcomm® QCS8750 | 48.69 ms | 12 - 1129 MB | NPU
127
- | encoder | QNN_DLC | float | Qualcomm® QCS7181 | 103.032 ms | 12 - 12 MB | NPU
128
- | encoder | TFLITE | float | Snapdragon® 8 Gen 3 Mobile | 165.516 ms | 33 - 2325 MB | NPU
129
- | encoder | TFLITE | float | Snapdragon® 8 Gen 1 Mobile | 512.784 ms | 0 - 1933 MB | NPU
130
- | encoder | TFLITE | float | Qualcomm® QCS8275 | 360.203 ms | 33 - 1120 MB | NPU
131
- | encoder | TFLITE | float | Qualcomm® QCS8550 (Proxy) | 222.998 ms | 31 - 34 MB | NPU
132
- | encoder | TFLITE | float | Qualcomm® SA8775P | 740.89 ms | 0 - 25 MB | CPU
133
- | encoder | TFLITE | float | Qualcomm® SA8650P | 740.89 ms | 0 - 25 MB | CPU
134
- | encoder | TFLITE | float | Qualcomm® SA8255P | 740.89 ms | 0 - 25 MB | CPU
135
- | encoder | TFLITE | float | Qualcomm® QCS8450 | 512.784 ms | 0 - 1933 MB | NPU
136
- | encoder | TFLITE | float | Snapdragon® 8 Elite Mobile | 128.85 ms | 32 - 1106 MB | NPU
137
- | encoder | TFLITE | float | Qualcomm® SA8295P | 372.611 ms | 34 - 1161 MB | NPU
138
- | encoder | TFLITE | float | Snapdragon® 8 Elite Gen 5 Mobile | 98.436 ms | 32 - 1097 MB | NPU
139
- | encoder | TFLITE | float | Qualcomm® SA7255P | 360.203 ms | 33 - 1120 MB | NPU
140
- | encoder | TFLITE | float | Qualcomm® QCS9075 | 291.604 ms | 32 - 109 MB | NPU
141
- | encoder | TFLITE | float | Qualcomm® QCS8750 | 128.85 ms | 32 - 1106 MB | NPU
 
 
 
 
 
 
142
 
143
  ## License
144
  * The license for the original implementation of MobileSam can be found
 
15
  Transformer based encoder-decoder where prompts specify what to segment in an image thereby allowing segmentation without the need for additional training. The image encoder generates embeddings and the lightweight decoder operates on the embeddings for point and mask based image segmentation.
16
 
17
  This is based on the implementation of MobileSam found [here](https://github.com/facebookresearch/segment-anything).
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/v0.58.0/src/qai_hub_models/models/mobilesam) 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 2.45, ONNX Runtime 1.25.0 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/mobilesam/releases/v0.58.0/mobilesam-onnx-float.zip)
32
+ | QNN_DLC | float | Universal | QAIRT 2.45 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/mobilesam/releases/v0.58.0/mobilesam-qnn_dlc-float.zip)
33
+ | TFLITE | float | Universal | QAIRT 2.45 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/mobilesam/releases/v0.58.0/mobilesam-tflite-float.zip)
34
 
35
  For more device-specific assets and performance metrics, visit **[MobileSam on Qualcomm® AI Hub](https://aihub.qualcomm.com/models/mobilesam)**.
36
 
37
 
38
  ### Option 2: Export with Custom Configurations
39
 
40
+ Use the [Qualcomm® AI Hub Models](https://github.com/qualcomm/ai-hub-models/blob/v0.58.0/src/qai_hub_models/models/mobilesam) Python library to compile and export the model with your own:
41
  - Custom weights (e.g., fine-tuned checkpoints)
42
  - Custom input shapes
43
  - Target device and runtime configurations
44
 
45
  This option is ideal if you need to customize the model beyond the default configuration provided here.
46
 
47
+ See our repository for [MobileSam on GitHub](https://github.com/qualcomm/ai-hub-models/blob/v0.58.0/src/qai_hub_models/models/mobilesam) for usage instructions.
48
 
49
  ## Model Details
50
 
 
61
  ## Performance Summary
62
  | Model | Runtime | Precision | Chipset | Inference Time (ms) | Peak Memory Range (MB) | Primary Compute Unit
63
  |---|---|---|---|---|---|---
64
+ | decoder | ONNX | float | Snapdragon® X2 Elite | 2.638 ms | 4 - 4 MB | NPU
65
+ | decoder | ONNX | float | Snapdragon® X Elite | 6.168 ms | 11 - 11 MB | NPU
66
+ | decoder | ONNX | float | Snapdragon® 8 Gen 3 Mobile | 4.144 ms | 5 - 245 MB | NPU
67
+ | decoder | ONNX | float | Snapdragon® 8 Gen 1 Mobile | 14.332 ms | 5 - 233 MB | NPU
68
+ | decoder | ONNX | float | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 5.913 ms | 0 - 14 MB | NPU
69
+ | decoder | ONNX | float | Qualcomm® QCS8450 | 14.332 ms | 5 - 233 MB | NPU
70
+ | decoder | ONNX | float | Qualcomm® Dragonwing™ IQ-9075 | 6.815 ms | 4 - 7 MB | NPU
71
+ | decoder | ONNX | float | Snapdragon® 8 Elite Gen 5 Mobile | 2.536 ms | 2 - 213 MB | NPU
72
+ | decoder | ONNX | float | Snapdragon® 8 Elite Mobile | 3.184 ms | 1 - 235 MB | NPU
73
+ | decoder | ONNX | float | Qualcomm® Dragonwing™ Q-8750 | 3.184 ms | 1 - 235 MB | NPU
74
+ | decoder | ONNX | float | Qualcomm® Dragonwing™ IQ-X7181 | 6.168 ms | 11 - 11 MB | NPU
75
+ | decoder | QNN_DLC | float | Snapdragon® X2 Elite | 2.964 ms | 4 - 4 MB | NPU
76
+ | decoder | QNN_DLC | float | Snapdragon® X Elite | 5.704 ms | 4 - 4 MB | NPU
77
+ | decoder | QNN_DLC | float | Snapdragon® 8 Gen 3 Mobile | 3.734 ms | 4 - 225 MB | NPU
78
+ | decoder | QNN_DLC | float | Snapdragon® 8 Gen 1 Mobile | 11.619 ms | 0 - 252 MB | NPU
79
+ | decoder | QNN_DLC | float | Qualcomm® QCS8275 | 12.566 ms | 0 - 193 MB | NPU
80
+ | decoder | QNN_DLC | float | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 5.279 ms | 4 - 109 MB | NPU
81
+ | decoder | QNN_DLC | float | Qualcomm® SA8775P | 6.257 ms | 0 - 194 MB | NPU
82
+ | decoder | QNN_DLC | float | Qualcomm® SA8650P | 6.257 ms | 0 - 194 MB | NPU
83
+ | decoder | QNN_DLC | float | Qualcomm® SA8255P | 6.257 ms | 0 - 194 MB | NPU
84
+ | decoder | QNN_DLC | float | Qualcomm® QCS8450 | 11.619 ms | 0 - 252 MB | NPU
85
+ | decoder | QNN_DLC | float | Qualcomm® Dragonwing™ IQ-9075 | 6.062 ms | 4 - 10 MB | NPU
86
+ | decoder | QNN_DLC | float | Snapdragon® 8 Elite Gen 5 Mobile | 2.539 ms | 4 - 196 MB | NPU
87
+ | decoder | QNN_DLC | float | Qualcomm® SA7255P | 12.566 ms | 0 - 193 MB | NPU
88
+ | decoder | QNN_DLC | float | Snapdragon® 8 Elite Mobile | 2.832 ms | 0 - 224 MB | NPU
89
+ | decoder | QNN_DLC | float | Qualcomm® SA8295P | 7.717 ms | 0 - 195 MB | NPU
90
+ | decoder | QNN_DLC | float | Qualcomm® Dragonwing™ Q-8750 | 2.832 ms | 0 - 224 MB | NPU
91
+ | decoder | QNN_DLC | float | Qualcomm® Dragonwing™ IQ-X7181 | 5.704 ms | 4 - 4 MB | NPU
92
+ | decoder | TFLITE | float | Snapdragon® 8 Gen 3 Mobile | 3.405 ms | 0 - 212 MB | NPU
93
+ | decoder | TFLITE | float | Snapdragon® 8 Gen 1 Mobile | 7.99 ms | 0 - 218 MB | NPU
94
+ | decoder | TFLITE | float | Qualcomm® QCS8275 | 11.867 ms | 0 - 186 MB | NPU
95
+ | decoder | TFLITE | float | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 4.945 ms | 0 - 7 MB | NPU
96
+ | decoder | TFLITE | float | Qualcomm® SA8775P | 5.929 ms | 0 - 187 MB | NPU
97
+ | decoder | TFLITE | float | Qualcomm® SA8650P | 5.929 ms | 0 - 187 MB | NPU
98
+ | decoder | TFLITE | float | Qualcomm® SA8255P | 5.929 ms | 0 - 187 MB | NPU
99
+ | decoder | TFLITE | float | Qualcomm® QCS8450 | 7.99 ms | 0 - 218 MB | NPU
100
+ | decoder | TFLITE | float | Qualcomm® Dragonwing™ IQ-9075 | 5.716 ms | 0 - 19 MB | NPU
101
+ | decoder | TFLITE | float | Snapdragon® 8 Elite Gen 5 Mobile | 2.16 ms | 0 - 185 MB | NPU
102
+ | decoder | TFLITE | float | Qualcomm® SA7255P | 11.867 ms | 0 - 186 MB | NPU
103
+ | decoder | TFLITE | float | Snapdragon® 8 Elite Mobile | 2.588 ms | 0 - 183 MB | NPU
104
+ | decoder | TFLITE | float | Qualcomm® SA8295P | 7.25 ms | 0 - 183 MB | NPU
105
+ | decoder | TFLITE | float | Qualcomm® Dragonwing™ Q-8750 | 2.588 ms | 0 - 183 MB | NPU
106
+ | encoder | ONNX | float | Snapdragon® X2 Elite | 91.725 ms | 12 - 12 MB | NPU
107
+ | encoder | ONNX | float | Snapdragon® X Elite | 166.555 ms | 14 - 14 MB | NPU
108
+ | encoder | ONNX | float | Snapdragon® 8 Gen 3 Mobile | 125.57 ms | 12 - 1102 MB | NPU
109
+ | encoder | ONNX | float | Snapdragon® 8 Gen 1 Mobile | 411.144 ms | 13 - 1119 MB | NPU
110
+ | encoder | ONNX | float | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 177.059 ms | 12 - 16 MB | NPU
111
+ | encoder | ONNX | float | Qualcomm® QCS8450 | 411.144 ms | 13 - 1119 MB | NPU
112
+ | encoder | ONNX | float | Qualcomm® Dragonwing™ IQ-9075 | 178.482 ms | 12 - 15 MB | NPU
113
+ | encoder | ONNX | float | Snapdragon® 8 Elite Gen 5 Mobile | 81.762 ms | 8 - 1033 MB | NPU
114
+ | encoder | ONNX | float | Snapdragon® 8 Elite Mobile | 98.908 ms | 8 - 919 MB | NPU
115
+ | encoder | ONNX | float | Qualcomm® Dragonwing™ Q-8750 | 98.908 ms | 8 - 919 MB | NPU
116
+ | encoder | ONNX | float | Qualcomm® Dragonwing™ IQ-X7181 | 166.555 ms | 14 - 14 MB | NPU
117
+ | encoder | QNN_DLC | float | Snapdragon® X2 Elite | 45.919 ms | 12 - 12 MB | NPU
118
+ | encoder | QNN_DLC | float | Snapdragon® X Elite | 102.883 ms | 12 - 12 MB | NPU
119
+ | encoder | QNN_DLC | float | Snapdragon® 8 Gen 3 Mobile | 66.157 ms | 0 - 1317 MB | NPU
120
+ | encoder | QNN_DLC | float | Snapdragon® 8 Gen 1 Mobile | 327.581 ms | 12 - 1342 MB | NPU
121
+ | encoder | QNN_DLC | float | Qualcomm® QCS8275 | 207.441 ms | 1 - 1126 MB | NPU
122
+ | encoder | QNN_DLC | float | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 100.844 ms | 12 - 15 MB | NPU
123
+ | encoder | QNN_DLC | float | Qualcomm® SA8775P | 100.324 ms | 0 - 1549 MB | NPU
124
+ | encoder | QNN_DLC | float | Qualcomm® SA8650P | 100.324 ms | 0 - 1549 MB | NPU
125
+ | encoder | QNN_DLC | float | Qualcomm® SA8255P | 100.324 ms | 0 - 1549 MB | NPU
126
+ | encoder | QNN_DLC | float | Qualcomm® QCS8450 | 327.581 ms | 12 - 1342 MB | NPU
127
+ | encoder | QNN_DLC | float | Qualcomm® Dragonwing™ IQ-9075 | 101.248 ms | 12 - 30 MB | NPU
128
+ | encoder | QNN_DLC | float | Snapdragon® 8 Elite Gen 5 Mobile | 40.255 ms | 0 - 1248 MB | NPU
129
+ | encoder | QNN_DLC | float | Qualcomm® SA7255P | 207.441 ms | 1 - 1126 MB | NPU
130
+ | encoder | QNN_DLC | float | Snapdragon® 8 Elite Mobile | 49.634 ms | 0 - 1119 MB | NPU
131
+ | encoder | QNN_DLC | float | Qualcomm® SA8295P | 324.885 ms | 1 - 1557 MB | NPU
132
+ | encoder | QNN_DLC | float | Qualcomm® Dragonwing™ Q-8750 | 49.634 ms | 0 - 1119 MB | NPU
133
+ | encoder | QNN_DLC | float | Qualcomm® Dragonwing™ IQ-X7181 | 102.883 ms | 12 - 12 MB | NPU
134
+ | encoder | TFLITE | float | Snapdragon® 8 Gen 3 Mobile | 172.777 ms | 33 - 2313 MB | NPU
135
+ | encoder | TFLITE | float | Snapdragon® 8 Gen 1 Mobile | 518.348 ms | 0 - 1941 MB | NPU
136
+ | encoder | TFLITE | float | Qualcomm® QCS8275 | 358.191 ms | 33 - 1120 MB | NPU
137
+ | encoder | TFLITE | float | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 223.083 ms | 33 - 37 MB | NPU
138
+ | encoder | TFLITE | float | Qualcomm® SA8775P | 242.001 ms | 34 - 1114 MB | NPU
139
+ | encoder | TFLITE | float | Qualcomm® SA8650P | 242.001 ms | 34 - 1114 MB | NPU
140
+ | encoder | TFLITE | float | Qualcomm® SA8255P | 242.001 ms | 34 - 1114 MB | NPU
141
+ | encoder | TFLITE | float | Qualcomm® QCS8450 | 518.348 ms | 0 - 1941 MB | NPU
142
+ | encoder | TFLITE | float | Qualcomm® Dragonwing™ IQ-9075 | 246.161 ms | 32 - 109 MB | NPU
143
+ | encoder | TFLITE | float | Snapdragon® 8 Elite Gen 5 Mobile | 96.851 ms | 32 - 1095 MB | NPU
144
+ | encoder | TFLITE | float | Qualcomm® SA7255P | 358.191 ms | 33 - 1120 MB | NPU
145
+ | encoder | TFLITE | float | Snapdragon® 8 Elite Mobile | 129.438 ms | 32 - 1113 MB | NPU
146
+ | encoder | TFLITE | float | Qualcomm® SA8295P | 371.6 ms | 34 - 1161 MB | NPU
147
+ | encoder | TFLITE | float | Qualcomm® Dragonwing™ Q-8750 | 129.438 ms | 32 - 1113 MB | NPU
148
 
149
  ## License
150
  * The license for the original implementation of MobileSam can be found
release_assets.json CHANGED
@@ -1,5 +1,5 @@
1
  {
2
- "version": "0.57.3",
3
  "precisions": {
4
  "float": {
5
  "universal_assets": {
@@ -8,20 +8,20 @@
8
  "qairt": "2.45.0.260326154327",
9
  "litert": "1.4.4"
10
  },
11
- "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/mobilesam/releases/v0.57.3/mobilesam-tflite-float.zip"
12
  },
13
  "qnn_dlc": {
14
  "tool_versions": {
15
  "qairt": "2.45.0.260326154327"
16
  },
17
- "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/mobilesam/releases/v0.57.3/mobilesam-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/mobilesam/releases/v0.57.3/mobilesam-onnx-float.zip"
25
  }
26
  }
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  }
 
1
  {
2
+ "version": "0.58.0",
3
  "precisions": {
4
  "float": {
5
  "universal_assets": {
 
8
  "qairt": "2.45.0.260326154327",
9
  "litert": "1.4.4"
10
  },
11
+ "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/mobilesam/releases/v0.58.0/mobilesam-tflite-float.zip"
12
  },
13
  "qnn_dlc": {
14
  "tool_versions": {
15
  "qairt": "2.45.0.260326154327"
16
  },
17
+ "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/mobilesam/releases/v0.58.0/mobilesam-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/mobilesam/releases/v0.58.0/mobilesam-onnx-float.zip"
25
  }
26
  }
27
  }