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MobileSam

Image Segmentation
PyTorch
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android
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v0.63.0

Browse files

See https://github.com/qualcomm/ai-hub-models/releases/v0.63.0 for changelog.

Files changed (2) hide show
  1. README.md +76 -80
  2. release_assets.json +7 -7
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/v0.62.2/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 1.27.1 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/mobilesam/releases/v0.62.2/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/v0.62.2/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/v0.62.2/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/v0.62.2/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/v0.62.2/src/qai_hub_models/models/mobilesam) for usage instructions.
48
 
49
  ## Model Details
50
 
@@ -61,88 +61,84 @@ 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 | 2.627 ms | 4 - 4 MB | NPU
65
- | decoder | ONNX | float | Snapdragon® X Elite | 6.162 ms | 11 - 11 MB | NPU
66
- | decoder | ONNX | float | Snapdragon® 8 Gen 3 Mobile | 4.044 ms | 0 - 269 MB | NPU
67
- | decoder | ONNX | float | Snapdragon® 8 Gen 1 Mobile | 14.683 ms | 5 - 234 MB | NPU
68
- | decoder | ONNX | float | Qualcomm® Dragonwing™ IQ-8275 | 6.271 ms | 4 - 8 MB | NPU
69
- | decoder | ONNX | float | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 5.908 ms | 0 - 15 MB | NPU
70
- | decoder | ONNX | float | Qualcomm® QCS8450 | 14.683 ms | 5 - 234 MB | NPU
71
- | decoder | ONNX | float | Qualcomm® Dragonwing™ IQ-9075 | 6.872 ms | 4 - 7 MB | NPU
72
- | decoder | ONNX | float | Qualcomm® Dragonwing™ IQ-X7181 | 6.162 ms | 11 - 11 MB | NPU
73
- | decoder | ONNX | float | Qualcomm® Dragonwing™ Q-8750 | 3.19 ms | 0 - 234 MB | NPU
74
- | decoder | ONNX | float | Snapdragon® 8 Elite Mobile | 3.19 ms | 0 - 234 MB | NPU
75
- | decoder | ONNX | float | Snapdragon® 8 Elite Gen 5 Mobile | 2.545 ms | 1 - 215 MB | NPU
76
- | decoder | QNN_DLC | float | Snapdragon® X2 Elite | 2.98 ms | 4 - 4 MB | NPU
77
- | decoder | QNN_DLC | float | Snapdragon® X Elite | 5.839 ms | 4 - 4 MB | NPU
78
- | decoder | QNN_DLC | float | Snapdragon® 8 Gen 3 Mobile | 3.795 ms | 4 - 224 MB | NPU
79
- | decoder | QNN_DLC | float | Snapdragon® 8 Gen 1 Mobile | 11.736 ms | 0 - 219 MB | NPU
80
- | decoder | QNN_DLC | float | Qualcomm® Dragonwing™ IQ-8275 | 5.767 ms | 4 - 11 MB | NPU
81
- | decoder | QNN_DLC | float | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 5.435 ms | 4 - 6 MB | NPU
82
- | decoder | QNN_DLC | float | Qualcomm® SA8775P | 6.389 ms | 0 - 196 MB | NPU
 
83
  | decoder | QNN_DLC | float | Qualcomm® SA8650P | 6.389 ms | 0 - 196 MB | NPU
84
  | decoder | QNN_DLC | float | Qualcomm® SA8255P | 6.389 ms | 0 - 196 MB | NPU
85
- | decoder | QNN_DLC | float | Qualcomm® QCS8450 | 11.736 ms | 0 - 219 MB | NPU
86
- | decoder | QNN_DLC | float | Qualcomm® Dragonwing™ IQ-9075 | 6.172 ms | 4 - 10 MB | NPU
87
- | decoder | QNN_DLC | float | Qualcomm® Dragonwing™ IQ-X7181 | 5.839 ms | 4 - 4 MB | NPU
88
- | decoder | QNN_DLC | float | Qualcomm® Dragonwing™ Q-8750 | 2.857 ms | 0 - 221 MB | NPU
89
- | decoder | QNN_DLC | float | Qualcomm® SA8295P | 7.816 ms | 0 - 195 MB | NPU
90
- | decoder | QNN_DLC | float | Snapdragon® 8 Elite Mobile | 2.857 ms | 0 - 221 MB | NPU
91
- | decoder | QNN_DLC | float | Snapdragon® 8 Elite Gen 5 Mobile | 2.559 ms | 3 - 196 MB | NPU
92
- | decoder | TFLITE | float | Snapdragon® 8 Gen 3 Mobile | 3.457 ms | 0 - 213 MB | NPU
93
- | decoder | TFLITE | float | Snapdragon® 8 Gen 1 Mobile | 8.33 ms | 0 - 215 MB | NPU
94
- | decoder | TFLITE | float | Qualcomm® Dragonwing™ IQ-8275 | 5.344 ms | 0 - 19 MB | NPU
95
- | decoder | TFLITE | float | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 5.002 ms | 0 - 8 MB | NPU
96
- | decoder | TFLITE | float | Qualcomm® SA8775P | 5.89 ms | 0 - 188 MB | NPU
97
  | decoder | TFLITE | float | Qualcomm® SA8650P | 5.89 ms | 0 - 188 MB | NPU
98
  | decoder | TFLITE | float | Qualcomm® SA8255P | 5.89 ms | 0 - 188 MB | NPU
99
- | decoder | TFLITE | float | Qualcomm® QCS8450 | 8.33 ms | 0 - 215 MB | NPU
100
- | decoder | TFLITE | float | Qualcomm® Dragonwing™ IQ-9075 | 5.676 ms | 0 - 19 MB | NPU
101
- | decoder | TFLITE | float | Qualcomm® Dragonwing™ Q-8750 | 2.614 ms | 0 - 189 MB | NPU
102
- | decoder | TFLITE | float | Qualcomm® SA8295P | 7.354 ms | 0 - 190 MB | NPU
103
- | decoder | TFLITE | float | Snapdragon® 8 Elite Mobile | 2.614 ms | 0 - 189 MB | NPU
104
- | decoder | TFLITE | float | Snapdragon® 8 Elite Gen 5 Mobile | 2.193 ms | 0 - 186 MB | NPU
105
- | encoder | ONNX | float | Snapdragon® X2 Elite | 59.351 ms | 12 - 12 MB | NPU
106
- | encoder | ONNX | float | Snapdragon® X Elite | 117.235 ms | 13 - 13 MB | NPU
107
- | encoder | ONNX | float | Snapdragon® 8 Gen 3 Mobile | 83.755 ms | 16 - 1137 MB | NPU
108
- | encoder | ONNX | float | Snapdragon® 8 Gen 1 Mobile | 324.771 ms | 20 - 1190 MB | NPU
109
- | encoder | ONNX | float | Qualcomm® Dragonwing™ IQ-8275 | 112.124 ms | 12 - 16 MB | NPU
110
- | encoder | ONNX | float | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 116.13 ms | 12 - 30 MB | NPU
111
- | encoder | ONNX | float | Qualcomm® QCS8450 | 324.771 ms | 20 - 1190 MB | NPU
112
- | encoder | ONNX | float | Qualcomm® Dragonwing™ IQ-9075 | 122.096 ms | 12 - 15 MB | NPU
113
- | encoder | ONNX | float | Qualcomm® Dragonwing™ IQ-X7181 | 117.235 ms | 13 - 13 MB | NPU
114
- | encoder | ONNX | float | Qualcomm® Dragonwing™ Q-8750 | 63.757 ms | 8 - 927 MB | NPU
115
- | encoder | ONNX | float | Snapdragon® 8 Elite Mobile | 63.757 ms | 8 - 927 MB | NPU
116
- | encoder | ONNX | float | Snapdragon® 8 Elite Gen 5 Mobile | 52.278 ms | 8 - 1025 MB | NPU
117
- | encoder | QNN_DLC | float | Snapdragon® X2 Elite | 46.017 ms | 12 - 12 MB | NPU
118
- | encoder | QNN_DLC | float | Snapdragon® X Elite | 102.875 ms | 12 - 12 MB | NPU
119
- | encoder | QNN_DLC | float | Snapdragon® 8 Gen 3 Mobile | 66.104 ms | 12 - 1330 MB | NPU
120
- | encoder | QNN_DLC | float | Snapdragon® 8 Gen 1 Mobile | 327.242 ms | 13 - 1343 MB | NPU
121
- | encoder | QNN_DLC | float | Qualcomm® Dragonwing™ IQ-8275 | 92.342 ms | 12 - 30 MB | NPU
122
- | encoder | QNN_DLC | float | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 99.328 ms | 12 - 15 MB | NPU
123
- | encoder | QNN_DLC | float | Qualcomm® SA8775P | 100.287 ms | 1 - 1549 MB | NPU
124
  | encoder | QNN_DLC | float | Qualcomm® SA8650P | 100.287 ms | 1 - 1549 MB | NPU
125
  | encoder | QNN_DLC | float | Qualcomm® SA8255P | 100.287 ms | 1 - 1549 MB | NPU
126
- | encoder | QNN_DLC | float | Qualcomm® QCS8450 | 327.242 ms | 13 - 1343 MB | NPU
127
- | encoder | QNN_DLC | float | Qualcomm® Dragonwing™ IQ-9075 | 101.525 ms | 12 - 30 MB | NPU
128
- | encoder | QNN_DLC | float | Qualcomm® Dragonwing™ IQ-X7181 | 102.875 ms | 12 - 12 MB | NPU
129
- | encoder | QNN_DLC | float | Qualcomm® Dragonwing™ Q-8750 | 49.197 ms | 0 - 1116 MB | NPU
130
- | encoder | QNN_DLC | float | Qualcomm® SA8295P | 324.83 ms | 0 - 1556 MB | NPU
131
- | encoder | QNN_DLC | float | Snapdragon® 8 Elite Mobile | 49.197 ms | 0 - 1116 MB | NPU
132
- | encoder | QNN_DLC | float | Snapdragon® 8 Elite Gen 5 Mobile | 40.253 ms | 12 - 1260 MB | NPU
133
- | encoder | TFLITE | float | Snapdragon® 8 Gen 3 Mobile | 67.233 ms | 3 - 3190 MB | NPU
134
- | encoder | TFLITE | float | Snapdragon® 8 Gen 1 Mobile | 311.685 ms | 0 - 1359 MB | NPU
135
- | encoder | TFLITE | float | Qualcomm® Dragonwing™ IQ-8275 | 86.723 ms | 0 - 47 MB | NPU
136
- | encoder | TFLITE | float | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 90.42 ms | 4 - 8 MB | NPU
137
- | encoder | TFLITE | float | Qualcomm® SA8775P | 100.639 ms | 0 - 1665 MB | NPU
138
  | encoder | TFLITE | float | Qualcomm® SA8650P | 100.639 ms | 0 - 1665 MB | NPU
139
  | encoder | TFLITE | float | Qualcomm® SA8255P | 100.639 ms | 0 - 1665 MB | NPU
140
- | encoder | TFLITE | float | Qualcomm® QCS8450 | 311.685 ms | 0 - 1359 MB | NPU
141
- | encoder | TFLITE | float | Qualcomm® Dragonwing™ IQ-9075 | 101.725 ms | 0 - 45 MB | NPU
142
- | encoder | TFLITE | float | Qualcomm® Dragonwing™ Q-8750 | 48.011 ms | 2 - 1632 MB | NPU
143
- | encoder | TFLITE | float | Qualcomm® SA8295P | 258.452 ms | 0 - 1710 MB | NPU
144
- | encoder | TFLITE | float | Snapdragon® 8 Elite Mobile | 48.011 ms | 2 - 1632 MB | NPU
145
- | encoder | TFLITE | float | Snapdragon® 8 Elite Gen 5 Mobile | 40.25 ms | 4 - 1796 MB | NPU
146
 
147
  ## License
148
  * 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/v0.63.0/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 2.50, ONNX Runtime 1.27.1 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/mobilesam/releases/v0.63.0/mobilesam-onnx-float.zip)
32
+ | QNN_DLC | float | Universal | QAIRT 2.50 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/mobilesam/releases/v0.63.0/mobilesam-qnn_dlc-float.zip)
33
+ | TFLITE | float | Universal | QAIRT 2.50 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/mobilesam/releases/v0.63.0/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/v0.63.0/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/v0.63.0/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® 8 Elite Gen 5 For Galaxy Mobile | 2.65 ms | 1 - 214 MB | NPU
65
+ | decoder | ONNX | float | Snapdragon® 8 Elite For Galaxy Mobile | 3.059 ms | 2 - 213 MB | NPU
66
+ | decoder | ONNX | float | Snapdragon® X2 Elite | 2.75 ms | 4 - 4 MB | NPU
67
+ | decoder | ONNX | float | Snapdragon® X Elite | 6.208 ms | 11 - 11 MB | NPU
68
+ | decoder | ONNX | float | Snapdragon® 8 Gen 3 Mobile | 4.144 ms | 0 - 243 MB | NPU
69
+ | decoder | ONNX | float | Snapdragon® 8 Gen 1 Mobile | 9.469 ms | 5 - 230 MB | NPU
70
+ | decoder | ONNX | float | Qualcomm® Dragonwing™ IQ-8275 | 6.169 ms | 4 - 8 MB | NPU
71
+ | decoder | ONNX | float | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 5.842 ms | 0 - 13 MB | NPU
72
+ | decoder | ONNX | float | Qualcomm® QCS8450 | 9.469 ms | 5 - 230 MB | NPU
73
+ | decoder | ONNX | float | Qualcomm® Dragonwing™ IQ-9075 | 6.754 ms | 4 - 7 MB | NPU
74
+ | decoder | ONNX | float | Qualcomm® Dragonwing™ IQ-X7181 | 6.208 ms | 11 - 11 MB | NPU
75
+ | decoder | ONNX | float | Qualcomm® Dragonwing™ Q-8750 | 3.059 ms | 2 - 213 MB | NPU
76
+ | decoder | QNN_DLC | float | Snapdragon® 8 Elite Gen 5 For Galaxy Mobile | 2.385 ms | 4 - 193 MB | NPU
77
+ | decoder | QNN_DLC | float | Snapdragon® 8 Elite For Galaxy Mobile | 2.795 ms | 0 - 182 MB | NPU
78
+ | decoder | QNN_DLC | float | Snapdragon® X2 Elite | 2.802 ms | 4 - 4 MB | NPU
79
+ | decoder | QNN_DLC | float | Snapdragon® X Elite | 5.833 ms | 4 - 4 MB | NPU
80
+ | decoder | QNN_DLC | float | Snapdragon® 8 Gen 3 Mobile | 3.705 ms | 4 - 220 MB | NPU
81
+ | decoder | QNN_DLC | float | Snapdragon® 8 Gen 1 Mobile | 7.583 ms | 0 - 212 MB | NPU
82
+ | decoder | QNN_DLC | float | Qualcomm® Dragonwing™ IQ-8275 | 5.658 ms | 4 - 11 MB | NPU
83
+ | decoder | QNN_DLC | float | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 5.344 ms | 4 - 18 MB | NPU
84
  | decoder | QNN_DLC | float | Qualcomm® SA8650P | 6.389 ms | 0 - 196 MB | NPU
85
  | decoder | QNN_DLC | float | Qualcomm® SA8255P | 6.389 ms | 0 - 196 MB | NPU
86
+ | decoder | QNN_DLC | float | Qualcomm® QCS8450 | 7.583 ms | 0 - 212 MB | NPU
87
+ | decoder | QNN_DLC | float | Qualcomm® Dragonwing™ IQ-9075 | 6.211 ms | 6 - 12 MB | NPU
88
+ | decoder | QNN_DLC | float | Qualcomm® Dragonwing™ IQ-X7181 | 5.833 ms | 4 - 4 MB | NPU
89
+ | decoder | QNN_DLC | float | Qualcomm® Dragonwing™ Q-8750 | 2.795 ms | 0 - 182 MB | NPU
90
+ | decoder | QNN_DLC | float | Qualcomm® SA8295P | 7.7 ms | 0 - 187 MB | NPU
91
+ | decoder | TFLITE | float | Snapdragon® 8 Elite Gen 5 For Galaxy Mobile | 2.233 ms | 0 - 182 MB | NPU
92
+ | decoder | TFLITE | float | Snapdragon® 8 Elite For Galaxy Mobile | 2.605 ms | 0 - 178 MB | NPU
93
+ | decoder | TFLITE | float | Snapdragon® 8 Gen 3 Mobile | 3.393 ms | 0 - 209 MB | NPU
94
+ | decoder | TFLITE | float | Snapdragon® 8 Gen 1 Mobile | 7.23 ms | 0 - 207 MB | NPU
95
+ | decoder | TFLITE | float | Qualcomm® Dragonwing™ IQ-8275 | 5.25 ms | 0 - 20 MB | NPU
96
+ | decoder | TFLITE | float | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 4.845 ms | 0 - 17 MB | NPU
 
97
  | decoder | TFLITE | float | Qualcomm® SA8650P | 5.89 ms | 0 - 188 MB | NPU
98
  | decoder | TFLITE | float | Qualcomm® SA8255P | 5.89 ms | 0 - 188 MB | NPU
99
+ | decoder | TFLITE | float | Qualcomm® QCS8450 | 7.23 ms | 0 - 207 MB | NPU
100
+ | decoder | TFLITE | float | Qualcomm® Dragonwing™ IQ-9075 | 5.758 ms | 0 - 19 MB | NPU
101
+ | decoder | TFLITE | float | Qualcomm® Dragonwing™ Q-8750 | 2.605 ms | 0 - 178 MB | NPU
102
+ | decoder | TFLITE | float | Qualcomm® SA8295P | 7.191 ms | 0 - 210 MB | NPU
103
+ | encoder | ONNX | float | Snapdragon® 8 Elite Gen 5 For Galaxy Mobile | 749.116 ms | 6 - 1245 MB | NPU
104
+ | encoder | ONNX | float | Snapdragon® 8 Elite For Galaxy Mobile | 74.715 ms | 8 - 1135 MB | NPU
105
+ | encoder | ONNX | float | Snapdragon® X2 Elite | 433.712 ms | 12 - 12 MB | NPU
106
+ | encoder | ONNX | float | Snapdragon® X Elite | 980.171 ms | 18 - 18 MB | NPU
107
+ | encoder | ONNX | float | Snapdragon® 8 Gen 3 Mobile | 887.804 ms | 17 - 1422 MB | NPU
108
+ | encoder | ONNX | float | Snapdragon® 8 Gen 1 Mobile | 210.449 ms | 20 - 1167 MB | NPU
109
+ | encoder | ONNX | float | Qualcomm® Dragonwing™ IQ-8275 | 1164.38 ms | 12 - 16 MB | NPU
110
+ | encoder | ONNX | float | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 1143.366 ms | 0 - 22 MB | NPU
111
+ | encoder | ONNX | float | Qualcomm® QCS8450 | 210.449 ms | 20 - 1167 MB | NPU
112
+ | encoder | ONNX | float | Qualcomm® Dragonwing™ IQ-9075 | 1081.107 ms | 12 - 15 MB | NPU
113
+ | encoder | ONNX | float | Qualcomm® Dragonwing™ IQ-X7181 | 980.171 ms | 18 - 18 MB | NPU
114
+ | encoder | ONNX | float | Qualcomm® Dragonwing™ Q-8750 | 74.715 ms | 8 - 1135 MB | NPU
115
+ | encoder | QNN_DLC | float | Snapdragon® 8 Elite Gen 5 For Galaxy Mobile | 640.208 ms | 0 - 1427 MB | NPU
116
+ | encoder | QNN_DLC | float | Snapdragon® 8 Elite For Galaxy Mobile | 678.312 ms | 0 - 1297 MB | NPU
117
+ | encoder | QNN_DLC | float | Snapdragon® X2 Elite | 413.828 ms | 12 - 12 MB | NPU
118
+ | encoder | QNN_DLC | float | Snapdragon® X Elite | 834.33 ms | 12 - 12 MB | NPU
119
+ | encoder | QNN_DLC | float | Snapdragon® 8 Gen 3 Mobile | 81.021 ms | 12 - 1644 MB | NPU
120
+ | encoder | QNN_DLC | float | Snapdragon® 8 Gen 1 Mobile | 204.136 ms | 10 - 1344 MB | NPU
121
+ | encoder | QNN_DLC | float | Qualcomm® Dragonwing™ IQ-8275 | 983.872 ms | 12 - 31 MB | NPU
122
+ | encoder | QNN_DLC | float | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 968.952 ms | 12 - 15 MB | NPU
 
123
  | encoder | QNN_DLC | float | Qualcomm® SA8650P | 100.287 ms | 1 - 1549 MB | NPU
124
  | encoder | QNN_DLC | float | Qualcomm® SA8255P | 100.287 ms | 1 - 1549 MB | NPU
125
+ | encoder | QNN_DLC | float | Qualcomm® QCS8450 | 204.136 ms | 10 - 1344 MB | NPU
126
+ | encoder | QNN_DLC | float | Qualcomm® Dragonwing™ IQ-9075 | 916.19 ms | 12 - 30 MB | NPU
127
+ | encoder | QNN_DLC | float | Qualcomm® Dragonwing™ IQ-X7181 | 834.33 ms | 12 - 12 MB | NPU
128
+ | encoder | QNN_DLC | float | Qualcomm® Dragonwing™ Q-8750 | 678.312 ms | 0 - 1297 MB | NPU
129
+ | encoder | QNN_DLC | float | Qualcomm® SA8295P | 247.644 ms | 0 - 1100 MB | NPU
130
+ | encoder | TFLITE | float | Snapdragon® 8 Elite Gen 5 For Galaxy Mobile | 499.066 ms | 4 - 1409 MB | NPU
131
+ | encoder | TFLITE | float | Snapdragon® 8 Elite For Galaxy Mobile | 537.961 ms | 4 - 1315 MB | NPU
132
+ | encoder | TFLITE | float | Snapdragon® 8 Gen 3 Mobile | 604.699 ms | 0 - 3328 MB | NPU
133
+ | encoder | TFLITE | float | Snapdragon® 8 Gen 1 Mobile | 269.172 ms | 4 - 1289 MB | NPU
134
+ | encoder | TFLITE | float | Qualcomm® Dragonwing™ IQ-8275 | 784.72 ms | 0 - 50 MB | NPU
135
+ | encoder | TFLITE | float | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 768.45 ms | 0 - 4 MB | NPU
 
136
  | encoder | TFLITE | float | Qualcomm® SA8650P | 100.639 ms | 0 - 1665 MB | NPU
137
  | encoder | TFLITE | float | Qualcomm® SA8255P | 100.639 ms | 0 - 1665 MB | NPU
138
+ | encoder | TFLITE | float | Qualcomm® QCS8450 | 269.172 ms | 4 - 1289 MB | NPU
139
+ | encoder | TFLITE | float | Qualcomm® Dragonwing™ IQ-9075 | 731.358 ms | 0 - 49 MB | NPU
140
+ | encoder | TFLITE | float | Qualcomm® Dragonwing™ Q-8750 | 537.961 ms | 4 - 1315 MB | NPU
141
+ | encoder | TFLITE | float | Qualcomm® SA8295P | 241.465 ms | 4 - 1136 MB | NPU
 
 
142
 
143
  ## License
144
  * The license for the original implementation of MobileSam can be found
release_assets.json CHANGED
@@ -1,26 +1,26 @@
1
  {
2
- "version": "0.62.2",
3
  "precisions": {
4
  "float": {
5
  "universal_assets": {
6
  "onnx": {
7
  "tool_versions": {
8
- "qairt": "2.45.0.260326154327",
9
  "onnx_runtime": "1.27.1"
10
  },
11
- "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/mobilesam/releases/v0.62.2/mobilesam-onnx-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/v0.62.2/mobilesam-qnn_dlc-float.zip"
18
  },
19
  "tflite": {
20
  "tool_versions": {
21
- "qairt": "2.45.0.260326154327"
22
  },
23
- "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/mobilesam/releases/v0.62.2/mobilesam-tflite-float.zip"
24
  }
25
  }
26
  }
 
1
  {
2
+ "version": "0.63.0",
3
  "precisions": {
4
  "float": {
5
  "universal_assets": {
6
  "onnx": {
7
  "tool_versions": {
8
+ "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/mobilesam/releases/v0.63.0/mobilesam-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/mobilesam/releases/v0.63.0/mobilesam-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/mobilesam/releases/v0.63.0/mobilesam-tflite-float.zip"
24
  }
25
  }
26
  }