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/
MobileSam

Image Segmentation
PyTorch
foundation
android
Model card Files
xet
 Community
qaihm-bot commited on
Commit
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1 Parent(s): 93c1f93

v0.52.0

Browse files

See https://github.com/qualcomm/ai-hub-models/releases/v0.52.0 for changelog.

Files changed (2) hide show
  1. README.md +60 -60
  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 |
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  |---|---|---|---|---|
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/v0.51.0/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/v0.51.0/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/v0.51.0/mobilesam-tflite-float.zip)
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  For more device-specific assets and performance metrics, visit **[MobileSam on Qualcomm® AI Hub](https://aihub.qualcomm.com/models/mobilesam)**.
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@@ -62,63 +62,63 @@ See our repository for [MobileSam on GitHub](https://github.com/qualcomm/ai-hub-
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  | Model | Runtime | Precision | Chipset | Inference Time (ms) | Peak Memory Range (MB) | Primary Compute Unit
63
  |---|---|---|---|---|---|---
64
  | decoder | ONNX | float | Snapdragon® 8 Elite Gen 5 Mobile | 2.952 ms | 0 - 242 MB | NPU
65
- | decoder | ONNX | float | Snapdragon® X2 Elite | 3.024 ms | 11 - 11 MB | NPU
66
- | decoder | ONNX | float | Snapdragon® X Elite | 7.626 ms | 11 - 11 MB | NPU
67
- | decoder | ONNX | float | Snapdragon® 8 Gen 3 Mobile | 4.959 ms | 5 - 263 MB | NPU
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- | decoder | ONNX | float | Qualcomm® QCS8550 (Proxy) | 7.123 ms | 0 - 15 MB | NPU
69
- | decoder | ONNX | float | Qualcomm® QCS9075 | 8.456 ms | 4 - 7 MB | NPU
70
- | decoder | ONNX | float | Snapdragon® 8 Elite For Galaxy Mobile | 3.668 ms | 0 - 225 MB | NPU
71
- | decoder | QNN_DLC | float | Snapdragon® 8 Elite Gen 5 Mobile | 2.116 ms | 3 - 191 MB | NPU
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- | decoder | QNN_DLC | float | Snapdragon® X2 Elite | 2.545 ms | 4 - 4 MB | NPU
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- | decoder | QNN_DLC | float | Snapdragon® X Elite | 5.204 ms | 4 - 4 MB | NPU
74
- | decoder | QNN_DLC | float | Snapdragon® 8 Gen 3 Mobile | 3.361 ms | 4 - 213 MB | NPU
75
- | decoder | QNN_DLC | float | Qualcomm® QCS8275 (Proxy) | 11.707 ms | 0 - 183 MB | NPU
76
- | decoder | QNN_DLC | float | Qualcomm® QCS8550 (Proxy) | 4.833 ms | 4 - 6 MB | NPU
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- | decoder | QNN_DLC | float | Qualcomm® SA8775P | 5.854 ms | 1 - 187 MB | NPU
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- | decoder | QNN_DLC | float | Qualcomm® QCS9075 | 5.891 ms | 4 - 10 MB | NPU
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- | decoder | QNN_DLC | float | Qualcomm® QCS8450 (Proxy) | 10.547 ms | 0 - 212 MB | NPU
80
- | decoder | QNN_DLC | float | Qualcomm® SA7255P | 11.707 ms | 0 - 183 MB | NPU
81
- | decoder | QNN_DLC | float | Qualcomm® SA8295P | 7.323 ms | 0 - 188 MB | NPU
82
- | decoder | QNN_DLC | float | Snapdragon® 8 Elite For Galaxy Mobile | 2.579 ms | 0 - 187 MB | NPU
83
- | decoder | TFLITE | float | Snapdragon® 8 Elite Gen 5 Mobile | 2.605 ms | 0 - 191 MB | NPU
84
- | decoder | TFLITE | float | Snapdragon® 8 Gen 3 Mobile | 3.754 ms | 0 - 243 MB | NPU
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- | decoder | TFLITE | float | Qualcomm® QCS8275 (Proxy) | 12.829 ms | 0 - 214 MB | NPU
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- | decoder | TFLITE | float | Qualcomm® QCS8550 (Proxy) | 5.552 ms | 0 - 8 MB | NPU
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- | decoder | TFLITE | float | Qualcomm® SA8775P | 6.614 ms | 0 - 216 MB | NPU
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- | decoder | TFLITE | float | Qualcomm® QCS9075 | 6.864 ms | 0 - 19 MB | NPU
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- | decoder | TFLITE | float | Qualcomm® QCS8450 (Proxy) | 9.278 ms | 0 - 217 MB | NPU
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- | decoder | TFLITE | float | Qualcomm® SA7255P | 12.829 ms | 0 - 214 MB | NPU
91
- | decoder | TFLITE | float | Qualcomm® SA8295P | 8.823 ms | 0 - 191 MB | NPU
92
- | decoder | TFLITE | float | Snapdragon® 8 Elite For Galaxy Mobile | 2.99 ms | 0 - 190 MB | NPU
93
- | encoder | ONNX | float | Snapdragon® 8 Elite Gen 5 Mobile | 87.786 ms | 20 - 1524 MB | NPU
94
- | encoder | ONNX | float | Snapdragon® X2 Elite | 95.657 ms | 14 - 14 MB | NPU
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- | encoder | ONNX | float | Snapdragon® X Elite | 171.215 ms | 12 - 12 MB | NPU
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- | encoder | ONNX | float | Snapdragon® 8 Gen 3 Mobile | 126.694 ms | 16 - 3038 MB | NPU
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- | encoder | ONNX | float | Qualcomm® QCS8550 (Proxy) | 177.246 ms | 12 - 42 MB | NPU
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- | encoder | ONNX | float | Qualcomm® QCS9075 | 201.575 ms | 12 - 15 MB | NPU
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- | encoder | ONNX | float | Snapdragon® 8 Elite For Galaxy Mobile | 101.243 ms | 9 - 1396 MB | NPU
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- | encoder | QNN_DLC | float | Snapdragon® 8 Elite Gen 5 Mobile | 45.026 ms | 12 - 1312 MB | NPU
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- | encoder | QNN_DLC | float | Snapdragon® X2 Elite | 48.595 ms | 12 - 12 MB | NPU
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- | encoder | QNN_DLC | float | Snapdragon® X Elite | 98.363 ms | 12 - 12 MB | NPU
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- | encoder | QNN_DLC | float | Snapdragon® 8 Gen 3 Mobile | 66.345 ms | 11 - 1559 MB | NPU
104
- | encoder | QNN_DLC | float | Qualcomm® QCS8275 (Proxy) | 209.768 ms | 1 - 1193 MB | NPU
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- | encoder | QNN_DLC | float | Qualcomm® QCS8550 (Proxy) | 95.439 ms | 8 - 10 MB | NPU
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- | encoder | QNN_DLC | float | Qualcomm® SA8775P | 101.195 ms | 0 - 1601 MB | NPU
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- | encoder | QNN_DLC | float | Qualcomm® QCS9075 | 120.536 ms | 12 - 30 MB | NPU
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- | encoder | QNN_DLC | float | Qualcomm® QCS8450 (Proxy) | 316.624 ms | 5 - 1574 MB | NPU
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- | encoder | QNN_DLC | float | Qualcomm® SA7255P | 209.768 ms | 1 - 1193 MB | NPU
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- | encoder | QNN_DLC | float | Qualcomm® SA8295P | 262.029 ms | 0 - 1210 MB | NPU
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- | encoder | QNN_DLC | float | Snapdragon® 8 Elite For Galaxy Mobile | 49.203 ms | 11 - 1209 MB | NPU
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- | encoder | TFLITE | float | Snapdragon® 8 Elite Gen 5 Mobile | 109.458 ms | 32 - 1085 MB | NPU
113
- | encoder | TFLITE | float | Snapdragon® 8 Gen 3 Mobile | 170.601 ms | 23 - 2317 MB | NPU
114
- | encoder | TFLITE | float | Qualcomm® QCS8275 (Proxy) | 360.275 ms | 33 - 1120 MB | NPU
115
- | encoder | TFLITE | float | Qualcomm® QCS8550 (Proxy) | 226.445 ms | 33 - 37 MB | NPU
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- | encoder | TFLITE | float | Qualcomm® SA8775P | 242.284 ms | 33 - 1114 MB | NPU
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- | encoder | TFLITE | float | Qualcomm® QCS9075 | 294.179 ms | 32 - 109 MB | NPU
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- | encoder | TFLITE | float | Qualcomm® QCS8450 (Proxy) | 514.248 ms | 0 - 1934 MB | NPU
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- | encoder | TFLITE | float | Qualcomm® SA7255P | 360.275 ms | 33 - 1120 MB | NPU
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- | encoder | TFLITE | float | Qualcomm® SA8295P | 373.937 ms | 33 - 1160 MB | NPU
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- | encoder | TFLITE | float | Snapdragon® 8 Elite For Galaxy Mobile | 130.308 ms | 32 - 1113 MB | NPU
122
 
123
  ## License
124
  * 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/v0.52.0/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/v0.52.0/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/v0.52.0/mobilesam-tflite-float.zip)
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  For more device-specific assets and performance metrics, visit **[MobileSam on Qualcomm® AI Hub](https://aihub.qualcomm.com/models/mobilesam)**.
36
 
 
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 Mobile | 2.952 ms | 0 - 242 MB | NPU
65
+ | decoder | ONNX | float | Snapdragon® X2 Elite | 3.025 ms | 11 - 11 MB | NPU
66
+ | decoder | ONNX | float | Snapdragon® X Elite | 7.599 ms | 11 - 11 MB | NPU
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+ | decoder | ONNX | float | Snapdragon® 8 Gen 3 Mobile | 4.963 ms | 5 - 268 MB | NPU
68
+ | decoder | ONNX | float | Qualcomm® QCS8550 (Proxy) | 7.126 ms | 0 - 17 MB | NPU
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+ | decoder | ONNX | float | Qualcomm® QCS9075 | 8.461 ms | 4 - 7 MB | NPU
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+ | decoder | ONNX | float | Snapdragon® 8 Elite For Galaxy Mobile | 3.676 ms | 1 - 231 MB | NPU
71
+ | decoder | QNN_DLC | float | Snapdragon® 8 Elite Gen 5 Mobile | 2.118 ms | 2 - 188 MB | NPU
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+ | decoder | QNN_DLC | float | Snapdragon® X2 Elite | 2.59 ms | 4 - 4 MB | NPU
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+ | decoder | QNN_DLC | float | Snapdragon® X Elite | 5.173 ms | 4 - 4 MB | NPU
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+ | decoder | QNN_DLC | float | Snapdragon® 8 Gen 3 Mobile | 3.366 ms | 4 - 213 MB | NPU
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+ | decoder | QNN_DLC | float | Qualcomm® QCS8275 (Proxy) | 11.694 ms | 1 - 184 MB | NPU
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+ | decoder | QNN_DLC | float | Qualcomm® QCS8550 (Proxy) | 4.808 ms | 4 - 6 MB | NPU
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+ | decoder | QNN_DLC | float | Qualcomm® SA8775P | 5.867 ms | 2 - 187 MB | NPU
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+ | decoder | QNN_DLC | float | Qualcomm® QCS9075 | 5.883 ms | 4 - 10 MB | NPU
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+ | decoder | QNN_DLC | float | Qualcomm® QCS8450 (Proxy) | 10.521 ms | 0 - 212 MB | NPU
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+ | decoder | QNN_DLC | float | Qualcomm® SA7255P | 11.694 ms | 1 - 184 MB | NPU
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+ | decoder | QNN_DLC | float | Qualcomm® SA8295P | 7.321 ms | 0 - 188 MB | NPU
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+ | decoder | QNN_DLC | float | Snapdragon® 8 Elite For Galaxy Mobile | 2.58 ms | 0 - 183 MB | NPU
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+ | decoder | TFLITE | float | Snapdragon® 8 Elite Gen 5 Mobile | 2.608 ms | 0 - 190 MB | NPU
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+ | decoder | TFLITE | float | Snapdragon® 8 Gen 3 Mobile | 3.757 ms | 0 - 240 MB | NPU
85
+ | decoder | TFLITE | float | Qualcomm® QCS8275 (Proxy) | 12.867 ms | 0 - 215 MB | NPU
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+ | decoder | TFLITE | float | Qualcomm® QCS8550 (Proxy) | 5.613 ms | 0 - 8 MB | NPU
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+ | decoder | TFLITE | float | Qualcomm® SA8775P | 6.617 ms | 0 - 215 MB | NPU
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+ | decoder | TFLITE | float | Qualcomm® QCS9075 | 6.868 ms | 0 - 19 MB | NPU
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+ | decoder | TFLITE | float | Qualcomm® QCS8450 (Proxy) | 9.292 ms | 0 - 217 MB | NPU
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+ | decoder | TFLITE | float | Qualcomm® SA7255P | 12.867 ms | 0 - 215 MB | NPU
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+ | decoder | TFLITE | float | Qualcomm® SA8295P | 8.817 ms | 0 - 190 MB | NPU
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+ | decoder | TFLITE | float | Snapdragon® 8 Elite For Galaxy Mobile | 2.992 ms | 0 - 186 MB | NPU
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+ | encoder | ONNX | float | Snapdragon® 8 Elite Gen 5 Mobile | 87.98 ms | 20 - 1523 MB | NPU
94
+ | encoder | ONNX | float | Snapdragon® X2 Elite | 93.865 ms | 14 - 14 MB | NPU
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+ | encoder | ONNX | float | Snapdragon® X Elite | 173.026 ms | 12 - 12 MB | NPU
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+ | encoder | ONNX | float | Snapdragon® 8 Gen 3 Mobile | 125.003 ms | 20 - 3038 MB | NPU
97
+ | encoder | ONNX | float | Qualcomm® QCS8550 (Proxy) | 179.446 ms | 12 - 38 MB | NPU
98
+ | encoder | ONNX | float | Qualcomm® QCS9075 | 201.765 ms | 12 - 15 MB | NPU
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+ | encoder | ONNX | float | Snapdragon® 8 Elite For Galaxy Mobile | 101.134 ms | 9 - 1395 MB | NPU
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+ | encoder | QNN_DLC | float | Snapdragon® 8 Elite Gen 5 Mobile | 45.191 ms | 10 - 1310 MB | NPU
101
+ | encoder | QNN_DLC | float | Snapdragon® X2 Elite | 48.308 ms | 12 - 12 MB | NPU
102
+ | encoder | QNN_DLC | float | Snapdragon® X Elite | 98.3 ms | 12 - 12 MB | NPU
103
+ | encoder | QNN_DLC | float | Snapdragon® 8 Gen 3 Mobile | 66.639 ms | 11 - 1557 MB | NPU
104
+ | encoder | QNN_DLC | float | Qualcomm® QCS8275 (Proxy) | 209.871 ms | 1 - 1193 MB | NPU
105
+ | encoder | QNN_DLC | float | Qualcomm® QCS8550 (Proxy) | 95.037 ms | 5 - 8 MB | NPU
106
+ | encoder | QNN_DLC | float | Qualcomm® SA8775P | 101.107 ms | 0 - 1601 MB | NPU
107
+ | encoder | QNN_DLC | float | Qualcomm® QCS9075 | 121.551 ms | 12 - 30 MB | NPU
108
+ | encoder | QNN_DLC | float | Qualcomm® QCS8450 (Proxy) | 316.36 ms | 12 - 1581 MB | NPU
109
+ | encoder | QNN_DLC | float | Qualcomm® SA7255P | 209.871 ms | 1 - 1193 MB | NPU
110
+ | encoder | QNN_DLC | float | Qualcomm® SA8295P | 261.882 ms | 0 - 1211 MB | NPU
111
+ | encoder | QNN_DLC | float | Snapdragon® 8 Elite For Galaxy Mobile | 49.263 ms | 12 - 1211 MB | NPU
112
+ | encoder | TFLITE | float | Snapdragon® 8 Elite Gen 5 Mobile | 106.887 ms | 32 - 1084 MB | NPU
113
+ | encoder | TFLITE | float | Snapdragon® 8 Gen 3 Mobile | 170.886 ms | 33 - 2317 MB | NPU
114
+ | encoder | TFLITE | float | Qualcomm® QCS8275 (Proxy) | 363.051 ms | 33 - 1119 MB | NPU
115
+ | encoder | TFLITE | float | Qualcomm® QCS8550 (Proxy) | 222.429 ms | 33 - 37 MB | NPU
116
+ | encoder | TFLITE | float | Qualcomm® SA8775P | 243.033 ms | 33 - 1114 MB | NPU
117
+ | encoder | TFLITE | float | Qualcomm® QCS9075 | 313.198 ms | 32 - 109 MB | NPU
118
+ | encoder | TFLITE | float | Qualcomm® QCS8450 (Proxy) | 536.317 ms | 0 - 1932 MB | NPU
119
+ | encoder | TFLITE | float | Qualcomm® SA7255P | 363.051 ms | 33 - 1119 MB | NPU
120
+ | encoder | TFLITE | float | Qualcomm® SA8295P | 373.763 ms | 19 - 1147 MB | NPU
121
+ | encoder | TFLITE | float | Snapdragon® 8 Elite For Galaxy Mobile | 129.761 ms | 0 - 1074 MB | NPU
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  ## License
124
  * The license for the original implementation of MobileSam can be found
release_assets.json CHANGED
@@ -1,5 +1,5 @@
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  {
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- "version": "0.51.0",
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  "precisions": {
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  "float": {
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  "universal_assets": {
@@ -8,20 +8,20 @@
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  "qairt": "2.45.0.260326154327",
9
  "litert": "1.4.2"
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  },
11
- "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/mobilesam/releases/v0.51.0/mobilesam-tflite-float.zip"
12
  },
13
  "qnn_dlc": {
14
  "tool_versions": {
15
  "qairt": "2.45.0.260326154327"
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  },
17
- "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/mobilesam/releases/v0.51.0/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/v0.51.0/mobilesam-onnx-float.zip"
25
  }
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  }
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  }
 
1
  {
2
+ "version": "0.52.0",
3
  "precisions": {
4
  "float": {
5
  "universal_assets": {
 
8
  "qairt": "2.45.0.260326154327",
9
  "litert": "1.4.2"
10
  },
11
+ "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/mobilesam/releases/v0.52.0/mobilesam-tflite-float.zip"
12
  },
13
  "qnn_dlc": {
14
  "tool_versions": {
15
  "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/mobilesam/releases/v0.52.0/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/v0.52.0/mobilesam-onnx-float.zip"
25
  }
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  }
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  }