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/
MobileSam

Image Segmentation
PyTorch
foundation
android
Model card Files
xet
 Community
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v0.54.0

Browse files

See https://github.com/qualcomm/ai-hub-models/releases/v0.54.0 for changelog.

Files changed (2) hide show
  1. README.md +39 -43
  2. release_assets.json +4 -4
README.md CHANGED
@@ -28,9 +28,9 @@ Below are pre-exported model assets ready for deployment.
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  | Runtime | Precision | Chipset | SDK Versions | Download |
30
  |---|---|---|---|---|
31
- | ONNX | float | Universal | QAIRT 2.42, ONNX Runtime 1.24.3 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/mobilesam/releases/v0.53.1/mobilesam-onnx-float.zip)
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- | QNN_DLC | float | Universal | QAIRT 2.45 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/mobilesam/releases/v0.53.1/mobilesam-qnn_dlc-float.zip)
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- | TFLITE | float | Universal | QAIRT 2.45 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/mobilesam/releases/v0.53.1/mobilesam-tflite-float.zip)
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35
  For more device-specific assets and performance metrics, visit **[MobileSam on Qualcomm® AI Hub](https://aihub.qualcomm.com/models/mobilesam)**.
36
 
@@ -68,37 +68,35 @@ See our repository for [MobileSam on GitHub](https://github.com/qualcomm/ai-hub-
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  | decoder | ONNX | float | Snapdragon® X Elite | 6.359 ms | 11 - 11 MB | NPU
69
  | decoder | ONNX | float | Snapdragon® 8 Gen 3 Mobile | 4.146 ms | 0 - 263 MB | NPU
70
  | decoder | ONNX | float | Qualcomm® QCS8550 (Proxy) | 5.972 ms | 0 - 15 MB | NPU
71
- | decoder | ONNX | float | Qualcomm® QCS9075 | 7.345 ms | 4 - 7 MB | NPU
72
  | decoder | ONNX | float | Snapdragon® 8 Elite For Galaxy Mobile | 3.134 ms | 0 - 234 MB | NPU
73
- | decoder | QNN_DLC | float | Snapdragon® 8 Elite Gen 5 Mobile | 2.536 ms | 4 - 194 MB | NPU
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- | decoder | QNN_DLC | float | Snapdragon® 8 Elite Mobile | 2.861 ms | 2 - 192 MB | NPU
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- | decoder | QNN_DLC | float | Snapdragon® X2 Elite | 2.978 ms | 4 - 4 MB | NPU
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- | decoder | QNN_DLC | float | Snapdragon® X Elite | 5.763 ms | 4 - 4 MB | NPU
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- | decoder | QNN_DLC | float | Snapdragon® X Elite | 5.763 ms | 4 - 4 MB | NPU
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- | decoder | QNN_DLC | float | Snapdragon® 8 Gen 3 Mobile | 3.709 ms | 4 - 225 MB | NPU
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- | decoder | QNN_DLC | float | Qualcomm® QCS8275 (Proxy) | 12.61 ms | 0 - 192 MB | NPU
80
- | decoder | QNN_DLC | float | Qualcomm® QCS8550 (Proxy) | 5.336 ms | 4 - 7 MB | NPU
81
- | decoder | QNN_DLC | float | Qualcomm® SA8775P | 6.222 ms | 0 - 192 MB | NPU
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- | decoder | QNN_DLC | float | Qualcomm® SA8775P | 6.222 ms | 0 - 192 MB | NPU
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- | decoder | QNN_DLC | float | Qualcomm® SA8775P | 6.222 ms | 0 - 192 MB | NPU
84
- | decoder | QNN_DLC | float | Qualcomm® QCS9075 | 6.383 ms | 4 - 10 MB | NPU
85
- | decoder | QNN_DLC | float | Qualcomm® QCS8450 (Proxy) | 11.638 ms | 0 - 222 MB | NPU
86
- | decoder | QNN_DLC | float | Qualcomm® SA7255P | 12.61 ms | 0 - 192 MB | NPU
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- | decoder | QNN_DLC | float | Qualcomm® SA8295P | 7.713 ms | 0 - 195 MB | NPU
88
- | decoder | QNN_DLC | float | Snapdragon® 8 Elite For Galaxy Mobile | 2.861 ms | 2 - 192 MB | NPU
89
  | decoder | TFLITE | float | Snapdragon® 8 Elite Gen 5 Mobile | 2.145 ms | 0 - 192 MB | NPU
90
  | decoder | TFLITE | float | Snapdragon® 8 Elite Mobile | 2.592 ms | 0 - 189 MB | NPU
91
  | decoder | TFLITE | float | Snapdragon® 8 Gen 3 Mobile | 3.41 ms | 0 - 210 MB | NPU
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- | decoder | TFLITE | float | Qualcomm® QCS8275 (Proxy) | 11.877 ms | 0 - 185 MB | NPU
93
  | decoder | TFLITE | float | Qualcomm® QCS8550 (Proxy) | 4.967 ms | 0 - 8 MB | NPU
94
  | decoder | TFLITE | float | Qualcomm® SA8775P | 5.93 ms | 0 - 187 MB | NPU
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  | decoder | TFLITE | float | Qualcomm® SA8775P | 5.93 ms | 0 - 187 MB | NPU
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  | decoder | TFLITE | float | Qualcomm® SA8775P | 5.93 ms | 0 - 187 MB | NPU
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- | decoder | TFLITE | float | Qualcomm® QCS9075 | 5.954 ms | 0 - 19 MB | NPU
98
- | decoder | TFLITE | float | Qualcomm® QCS8450 (Proxy) | 8.045 ms | 0 - 217 MB | NPU
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  | decoder | TFLITE | float | Qualcomm® SA7255P | 11.877 ms | 0 - 185 MB | NPU
100
  | decoder | TFLITE | float | Qualcomm® SA8295P | 7.262 ms | 0 - 183 MB | NPU
101
  | decoder | TFLITE | float | Snapdragon® 8 Elite For Galaxy Mobile | 2.592 ms | 0 - 189 MB | NPU
 
 
102
  | encoder | ONNX | float | Snapdragon® 8 Elite Gen 5 Mobile | 80.351 ms | 20 - 1519 MB | NPU
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  | encoder | ONNX | float | Snapdragon® 8 Elite Mobile | 96.875 ms | 8 - 1394 MB | NPU
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  | encoder | ONNX | float | Snapdragon® X2 Elite | 101.697 ms | 14 - 14 MB | NPU
@@ -106,37 +104,35 @@ See our repository for [MobileSam on GitHub](https://github.com/qualcomm/ai-hub-
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  | encoder | ONNX | float | Snapdragon® X Elite | 167.909 ms | 12 - 12 MB | NPU
107
  | encoder | ONNX | float | Snapdragon® 8 Gen 3 Mobile | 120.888 ms | 20 - 3034 MB | NPU
108
  | encoder | ONNX | float | Qualcomm® QCS8550 (Proxy) | 171.47 ms | 12 - 32 MB | NPU
109
- | encoder | ONNX | float | Qualcomm® QCS9075 | 198.958 ms | 12 - 15 MB | NPU
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  | encoder | ONNX | float | Snapdragon® 8 Elite For Galaxy Mobile | 96.875 ms | 8 - 1394 MB | NPU
111
- | encoder | QNN_DLC | float | Snapdragon® 8 Elite Gen 5 Mobile | 40.978 ms | 8 - 1241 MB | NPU
112
- | encoder | QNN_DLC | float | Snapdragon® 8 Elite Mobile | 49.148 ms | 12 - 1129 MB | NPU
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- | encoder | QNN_DLC | float | Snapdragon® X2 Elite | 45.709 ms | 12 - 12 MB | NPU
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- | encoder | QNN_DLC | float | Snapdragon® X Elite | 102.723 ms | 12 - 12 MB | NPU
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- | encoder | QNN_DLC | float | Snapdragon® X Elite | 102.723 ms | 12 - 12 MB | NPU
116
- | encoder | QNN_DLC | float | Snapdragon® 8 Gen 3 Mobile | 65.661 ms | 0 - 1320 MB | NPU
117
- | encoder | QNN_DLC | float | Qualcomm® QCS8275 (Proxy) | 207.438 ms | 1 - 1126 MB | NPU
118
- | encoder | QNN_DLC | float | Qualcomm® QCS8550 (Proxy) | 99.672 ms | 12 - 15 MB | NPU
119
- | encoder | QNN_DLC | float | Qualcomm® SA8775P | 100.295 ms | 0 - 1549 MB | NPU
120
- | encoder | QNN_DLC | float | Qualcomm® SA8775P | 100.295 ms | 0 - 1549 MB | NPU
121
- | encoder | QNN_DLC | float | Qualcomm® SA8775P | 100.295 ms | 0 - 1549 MB | NPU
122
- | encoder | QNN_DLC | float | Qualcomm® QCS9075 | 120.455 ms | 12 - 30 MB | NPU
123
- | encoder | QNN_DLC | float | Qualcomm® QCS8450 (Proxy) | 328.079 ms | 12 - 1342 MB | NPU
124
- | encoder | QNN_DLC | float | Qualcomm® SA7255P | 207.438 ms | 1 - 1126 MB | NPU
125
- | encoder | QNN_DLC | float | Qualcomm® SA8295P | 325.329 ms | 1 - 1557 MB | NPU
126
- | encoder | QNN_DLC | float | Snapdragon® 8 Elite For Galaxy Mobile | 49.148 ms | 12 - 1129 MB | NPU
127
  | encoder | TFLITE | float | Snapdragon® 8 Elite Gen 5 Mobile | 109.604 ms | 32 - 1086 MB | NPU
128
  | encoder | TFLITE | float | Snapdragon® 8 Elite Mobile | 129.101 ms | 25 - 1105 MB | NPU
129
  | encoder | TFLITE | float | Snapdragon® 8 Gen 3 Mobile | 166.461 ms | 33 - 2313 MB | NPU
130
- | encoder | TFLITE | float | Qualcomm® QCS8275 (Proxy) | 377.475 ms | 33 - 1120 MB | NPU
131
  | encoder | TFLITE | float | Qualcomm® QCS8550 (Proxy) | 218.803 ms | 38 - 42 MB | NPU
132
  | encoder | TFLITE | float | Qualcomm® SA8775P | 242.262 ms | 34 - 1115 MB | NPU
133
  | encoder | TFLITE | float | Qualcomm® SA8775P | 242.262 ms | 34 - 1115 MB | NPU
134
  | encoder | TFLITE | float | Qualcomm® SA8775P | 242.262 ms | 34 - 1115 MB | NPU
135
- | encoder | TFLITE | float | Qualcomm® QCS9075 | 299.389 ms | 32 - 109 MB | NPU
136
- | encoder | TFLITE | float | Qualcomm® QCS8450 (Proxy) | 537.18 ms | 0 - 1926 MB | NPU
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  | encoder | TFLITE | float | Qualcomm® SA7255P | 377.475 ms | 33 - 1120 MB | NPU
138
  | encoder | TFLITE | float | Qualcomm® SA8295P | 372.998 ms | 22 - 1145 MB | NPU
139
  | encoder | TFLITE | float | Snapdragon® 8 Elite For Galaxy Mobile | 129.101 ms | 25 - 1105 MB | NPU
 
 
140
 
141
  ## License
142
  * The license for the original implementation of MobileSam can be found
 
28
 
29
  | Runtime | Precision | Chipset | SDK Versions | Download |
30
  |---|---|---|---|---|
31
+ | ONNX | float | Universal | QAIRT 2.42, ONNX Runtime 1.24.3 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/mobilesam/releases/v0.54.0/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/v0.54.0/mobilesam-qnn_dlc-float.zip)
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+ | TFLITE | float | Universal | QAIRT 2.45 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/mobilesam/releases/v0.54.0/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
 
 
68
  | decoder | ONNX | float | Snapdragon® X Elite | 6.359 ms | 11 - 11 MB | NPU
69
  | decoder | ONNX | float | Snapdragon® 8 Gen 3 Mobile | 4.146 ms | 0 - 263 MB | NPU
70
  | decoder | ONNX | float | Qualcomm® QCS8550 (Proxy) | 5.972 ms | 0 - 15 MB | NPU
 
71
  | decoder | ONNX | float | Snapdragon® 8 Elite For Galaxy Mobile | 3.134 ms | 0 - 234 MB | NPU
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+ | decoder | ONNX | float | Qualcomm® QCS9075 | 7.345 ms | 4 - 7 MB | NPU
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+ | decoder | QNN_DLC | float | Snapdragon® 8 Elite Gen 5 Mobile | 2.535 ms | 3 - 192 MB | NPU
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+ | decoder | QNN_DLC | float | Snapdragon® 8 Elite Mobile | 2.856 ms | 0 - 190 MB | NPU
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+ | decoder | QNN_DLC | float | Snapdragon® X2 Elite | 2.991 ms | 4 - 4 MB | NPU
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+ | decoder | QNN_DLC | float | Snapdragon® X Elite | 5.708 ms | 4 - 4 MB | NPU
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+ | decoder | QNN_DLC | float | Snapdragon® X Elite | 5.708 ms | 4 - 4 MB | NPU
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+ | decoder | QNN_DLC | float | Snapdragon® 8 Gen 3 Mobile | 3.704 ms | 4 - 225 MB | NPU
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+ | decoder | QNN_DLC | float | Qualcomm® QCS8550 (Proxy) | 5.327 ms | 4 - 6 MB | NPU
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+ | decoder | QNN_DLC | float | Qualcomm® SA8775P | 6.228 ms | 1 - 192 MB | NPU
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+ | decoder | QNN_DLC | float | Qualcomm® SA8775P | 6.228 ms | 1 - 192 MB | NPU
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+ | decoder | QNN_DLC | float | Qualcomm® SA8775P | 6.228 ms | 1 - 192 MB | NPU
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+ | decoder | QNN_DLC | float | Qualcomm® SA7255P | 12.586 ms | 1 - 193 MB | NPU
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+ | decoder | QNN_DLC | float | Qualcomm® SA8295P | 7.7 ms | 0 - 195 MB | NPU
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+ | decoder | QNN_DLC | float | Snapdragon® 8 Elite For Galaxy Mobile | 2.856 ms | 0 - 190 MB | NPU
86
+ | decoder | QNN_DLC | float | Qualcomm® QCS9075 | 6.363 ms | 4 - 10 MB | NPU
87
+ | decoder | QNN_DLC | float | Qualcomm® QCS8450 (Proxy) | 11.541 ms | 0 - 224 MB | NPU
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  | decoder | TFLITE | float | Snapdragon® 8 Elite Gen 5 Mobile | 2.145 ms | 0 - 192 MB | NPU
89
  | decoder | TFLITE | float | Snapdragon® 8 Elite Mobile | 2.592 ms | 0 - 189 MB | NPU
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  | decoder | TFLITE | float | Snapdragon® 8 Gen 3 Mobile | 3.41 ms | 0 - 210 MB | NPU
 
91
  | decoder | TFLITE | float | Qualcomm® QCS8550 (Proxy) | 4.967 ms | 0 - 8 MB | NPU
92
  | decoder | TFLITE | float | Qualcomm® SA8775P | 5.93 ms | 0 - 187 MB | NPU
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  | decoder | TFLITE | float | Qualcomm® SA8775P | 5.93 ms | 0 - 187 MB | NPU
94
  | decoder | TFLITE | float | Qualcomm® SA8775P | 5.93 ms | 0 - 187 MB | NPU
 
 
95
  | decoder | TFLITE | float | Qualcomm® SA7255P | 11.877 ms | 0 - 185 MB | NPU
96
  | decoder | TFLITE | float | Qualcomm® SA8295P | 7.262 ms | 0 - 183 MB | NPU
97
  | decoder | TFLITE | float | Snapdragon® 8 Elite For Galaxy Mobile | 2.592 ms | 0 - 189 MB | NPU
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+ | decoder | TFLITE | float | Qualcomm® QCS9075 | 5.954 ms | 0 - 19 MB | NPU
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+ | decoder | TFLITE | float | Qualcomm® QCS8450 (Proxy) | 8.045 ms | 0 - 217 MB | NPU
100
  | encoder | ONNX | float | Snapdragon® 8 Elite Gen 5 Mobile | 80.351 ms | 20 - 1519 MB | NPU
101
  | encoder | ONNX | float | Snapdragon® 8 Elite Mobile | 96.875 ms | 8 - 1394 MB | NPU
102
  | encoder | ONNX | float | Snapdragon® X2 Elite | 101.697 ms | 14 - 14 MB | NPU
 
104
  | encoder | ONNX | float | Snapdragon® X Elite | 167.909 ms | 12 - 12 MB | NPU
105
  | encoder | ONNX | float | Snapdragon® 8 Gen 3 Mobile | 120.888 ms | 20 - 3034 MB | NPU
106
  | encoder | ONNX | float | Qualcomm® QCS8550 (Proxy) | 171.47 ms | 12 - 32 MB | NPU
 
107
  | encoder | ONNX | float | Snapdragon® 8 Elite For Galaxy Mobile | 96.875 ms | 8 - 1394 MB | NPU
108
+ | encoder | ONNX | float | Qualcomm® QCS9075 | 198.958 ms | 12 - 15 MB | NPU
109
+ | encoder | QNN_DLC | float | Snapdragon® 8 Elite Gen 5 Mobile | 41.397 ms | 12 - 1244 MB | NPU
110
+ | encoder | QNN_DLC | float | Snapdragon® 8 Elite Mobile | 48.646 ms | 10 - 1124 MB | NPU
111
+ | encoder | QNN_DLC | float | Snapdragon® X2 Elite | 45.794 ms | 12 - 12 MB | NPU
112
+ | encoder | QNN_DLC | float | Snapdragon® X Elite | 102.913 ms | 12 - 12 MB | NPU
113
+ | encoder | QNN_DLC | float | Snapdragon® X Elite | 102.913 ms | 12 - 12 MB | NPU
114
+ | encoder | QNN_DLC | float | Snapdragon® 8 Gen 3 Mobile | 65.629 ms | 0 - 1317 MB | NPU
115
+ | encoder | QNN_DLC | float | Qualcomm® QCS8550 (Proxy) | 99.402 ms | 10 - 13 MB | NPU
116
+ | encoder | QNN_DLC | float | Qualcomm® SA8775P | 100.321 ms | 0 - 1549 MB | NPU
117
+ | encoder | QNN_DLC | float | Qualcomm® SA8775P | 100.321 ms | 0 - 1549 MB | NPU
118
+ | encoder | QNN_DLC | float | Qualcomm® SA8775P | 100.321 ms | 0 - 1549 MB | NPU
119
+ | encoder | QNN_DLC | float | Qualcomm® SA7255P | 207.539 ms | 1 - 1127 MB | NPU
120
+ | encoder | QNN_DLC | float | Qualcomm® SA8295P | 325.068 ms | 0 - 1556 MB | NPU
121
+ | encoder | QNN_DLC | float | Snapdragon® 8 Elite For Galaxy Mobile | 48.646 ms | 10 - 1124 MB | NPU
122
+ | encoder | QNN_DLC | float | Qualcomm® QCS9075 | 120.717 ms | 14 - 32 MB | NPU
123
+ | encoder | QNN_DLC | float | Qualcomm® QCS8450 (Proxy) | 329.911 ms | 12 - 1342 MB | NPU
124
  | encoder | TFLITE | float | Snapdragon® 8 Elite Gen 5 Mobile | 109.604 ms | 32 - 1086 MB | NPU
125
  | encoder | TFLITE | float | Snapdragon® 8 Elite Mobile | 129.101 ms | 25 - 1105 MB | NPU
126
  | encoder | TFLITE | float | Snapdragon® 8 Gen 3 Mobile | 166.461 ms | 33 - 2313 MB | NPU
 
127
  | encoder | TFLITE | float | Qualcomm® QCS8550 (Proxy) | 218.803 ms | 38 - 42 MB | NPU
128
  | encoder | TFLITE | float | Qualcomm® SA8775P | 242.262 ms | 34 - 1115 MB | NPU
129
  | encoder | TFLITE | float | Qualcomm® SA8775P | 242.262 ms | 34 - 1115 MB | NPU
130
  | encoder | TFLITE | float | Qualcomm® SA8775P | 242.262 ms | 34 - 1115 MB | NPU
 
 
131
  | encoder | TFLITE | float | Qualcomm® SA7255P | 377.475 ms | 33 - 1120 MB | NPU
132
  | encoder | TFLITE | float | Qualcomm® SA8295P | 372.998 ms | 22 - 1145 MB | NPU
133
  | encoder | TFLITE | float | Snapdragon® 8 Elite For Galaxy Mobile | 129.101 ms | 25 - 1105 MB | NPU
134
+ | encoder | TFLITE | float | Qualcomm® QCS9075 | 299.389 ms | 32 - 109 MB | NPU
135
+ | encoder | TFLITE | float | Qualcomm® QCS8450 (Proxy) | 537.18 ms | 0 - 1926 MB | NPU
136
 
137
  ## License
138
  * The license for the original implementation of MobileSam can be found
release_assets.json CHANGED
@@ -1,5 +1,5 @@
1
  {
2
- "version": "0.53.1",
3
  "precisions": {
4
  "float": {
5
  "universal_assets": {
@@ -8,20 +8,20 @@
8
  "qairt": "2.45.0.260326154327",
9
  "litert": "1.4.3"
10
  },
11
- "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/mobilesam/releases/v0.53.1/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/v0.53.1/mobilesam-qnn_dlc-float.zip"
18
  },
19
  "onnx": {
20
  "tool_versions": {
21
  "qairt": "2.42.0.251225135753_193295",
22
  "onnx_runtime": "1.24.3"
23
  },
24
- "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/mobilesam/releases/v0.53.1/mobilesam-onnx-float.zip"
25
  }
26
  }
27
  }
 
1
  {
2
+ "version": "0.54.0",
3
  "precisions": {
4
  "float": {
5
  "universal_assets": {
 
8
  "qairt": "2.45.0.260326154327",
9
  "litert": "1.4.3"
10
  },
11
+ "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/mobilesam/releases/v0.54.0/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/v0.54.0/mobilesam-qnn_dlc-float.zip"
18
  },
19
  "onnx": {
20
  "tool_versions": {
21
  "qairt": "2.42.0.251225135753_193295",
22
  "onnx_runtime": "1.24.3"
23
  },
24
+ "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/mobilesam/releases/v0.54.0/mobilesam-onnx-float.zip"
25
  }
26
  }
27
  }