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v0.40.0

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See https://github.com/quic/ai-hub-models/releases/v0.40.0 for changelog.

Files changed (6) hide show
  1. MobileSam_MobileSAMDecoder_float.dlc +2 -2
  2. MobileSam_MobileSAMDecoder_float.onnx.zip +1 -1
  3. MobileSam_MobileSAMEncoder_float.dlc +2 -2
  4. MobileSam_MobileSAMEncoder_float.onnx.zip +2 -2
  5. README.md +59 -57
  6. tool-versions.yaml +1 -1
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README.md CHANGED
@@ -38,62 +38,64 @@ More details on model performance across various devices, can be found
38
 
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  | Model | Precision | Device | Chipset | Target Runtime | Inference Time (ms) | Peak Memory Range (MB) | Primary Compute Unit | Target Model
40
  |---|---|---|---|---|---|---|---|---|
41
- | MobileSAMEncoder | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | TFLITE | 324.82 ms | 4 - 534 MB | NPU | [MobileSam.tflite](https://huggingface.co/qualcomm/MobileSam/blob/main/MobileSam.tflite) |
42
- | MobileSAMEncoder | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | QNN_DLC | 196.849 ms | 1 - 959 MB | NPU | [MobileSam.dlc](https://huggingface.co/qualcomm/MobileSam/blob/main/MobileSam.dlc) |
43
- | MobileSAMEncoder | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | TFLITE | 516.813 ms | 0 - 1844 MB | NPU | [MobileSam.tflite](https://huggingface.co/qualcomm/MobileSam/blob/main/MobileSam.tflite) |
44
- | MobileSAMEncoder | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | TFLITE | 199.181 ms | 4 - 85 MB | NPU | [MobileSam.tflite](https://huggingface.co/qualcomm/MobileSam/blob/main/MobileSam.tflite) |
45
- | MobileSAMEncoder | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN_DLC | 91.65 ms | 12 - 85 MB | NPU | [MobileSam.dlc](https://huggingface.co/qualcomm/MobileSam/blob/main/MobileSam.dlc) |
46
- | MobileSAMEncoder | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | ONNX | 390.022 ms | 113 - 143 MB | NPU | [MobileSam.onnx.zip](https://huggingface.co/qualcomm/MobileSam/blob/main/MobileSam.onnx.zip) |
47
- | MobileSAMEncoder | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | TFLITE | 198.64 ms | 4 - 533 MB | NPU | [MobileSam.tflite](https://huggingface.co/qualcomm/MobileSam/blob/main/MobileSam.tflite) |
48
- | MobileSAMEncoder | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN_DLC | 97.132 ms | 0 - 918 MB | NPU | [MobileSam.dlc](https://huggingface.co/qualcomm/MobileSam/blob/main/MobileSam.dlc) |
49
- | MobileSAMEncoder | float | SA7255P ADP | Qualcomm® SA7255P | TFLITE | 324.82 ms | 4 - 534 MB | NPU | [MobileSam.tflite](https://huggingface.co/qualcomm/MobileSam/blob/main/MobileSam.tflite) |
50
- | MobileSAMEncoder | float | SA7255P ADP | Qualcomm® SA7255P | QNN_DLC | 196.849 ms | 1 - 959 MB | NPU | [MobileSam.dlc](https://huggingface.co/qualcomm/MobileSam/blob/main/MobileSam.dlc) |
51
- | MobileSAMEncoder | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | TFLITE | 199.316 ms | 4 - 82 MB | NPU | [MobileSam.tflite](https://huggingface.co/qualcomm/MobileSam/blob/main/MobileSam.tflite) |
52
- | MobileSAMEncoder | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | QNN_DLC | 91.506 ms | 12 - 93 MB | NPU | [MobileSam.dlc](https://huggingface.co/qualcomm/MobileSam/blob/main/MobileSam.dlc) |
53
- | MobileSAMEncoder | float | SA8295P ADP | Qualcomm® SA8295P | TFLITE | 560.32 ms | 4 - 1119 MB | NPU | [MobileSam.tflite](https://huggingface.co/qualcomm/MobileSam/blob/main/MobileSam.tflite) |
54
- | MobileSAMEncoder | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | TFLITE | 198.428 ms | 4 - 61 MB | NPU | [MobileSam.tflite](https://huggingface.co/qualcomm/MobileSam/blob/main/MobileSam.tflite) |
55
- | MobileSAMEncoder | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | QNN_DLC | 91.621 ms | 12 - 88 MB | NPU | [MobileSam.dlc](https://huggingface.co/qualcomm/MobileSam/blob/main/MobileSam.dlc) |
56
- | MobileSAMEncoder | float | SA8775P ADP | Qualcomm® SA8775P | TFLITE | 198.64 ms | 4 - 533 MB | NPU | [MobileSam.tflite](https://huggingface.co/qualcomm/MobileSam/blob/main/MobileSam.tflite) |
57
- | MobileSAMEncoder | float | SA8775P ADP | Qualcomm® SA8775P | QNN_DLC | 97.132 ms | 0 - 918 MB | NPU | [MobileSam.dlc](https://huggingface.co/qualcomm/MobileSam/blob/main/MobileSam.dlc) |
58
- | MobileSAMEncoder | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | TFLITE | 140.04 ms | 0 - 527 MB | NPU | [MobileSam.tflite](https://huggingface.co/qualcomm/MobileSam/blob/main/MobileSam.tflite) |
59
- | MobileSAMEncoder | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN_DLC | 62.72 ms | 12 - 2272 MB | NPU | [MobileSam.dlc](https://huggingface.co/qualcomm/MobileSam/blob/main/MobileSam.dlc) |
60
- | MobileSAMEncoder | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 294.814 ms | 119 - 267 MB | NPU | [MobileSam.onnx.zip](https://huggingface.co/qualcomm/MobileSam/blob/main/MobileSam.onnx.zip) |
61
- | MobileSAMEncoder | float | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | TFLITE | 109.092 ms | 3 - 531 MB | NPU | [MobileSam.tflite](https://huggingface.co/qualcomm/MobileSam/blob/main/MobileSam.tflite) |
62
- | MobileSAMEncoder | float | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | QNN_DLC | 47.658 ms | 0 - 893 MB | NPU | [MobileSam.dlc](https://huggingface.co/qualcomm/MobileSam/blob/main/MobileSam.dlc) |
63
- | MobileSAMEncoder | float | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | ONNX | 209.088 ms | 111 - 484 MB | NPU | [MobileSam.onnx.zip](https://huggingface.co/qualcomm/MobileSam/blob/main/MobileSam.onnx.zip) |
64
- | MobileSAMEncoder | float | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | TFLITE | 92.971 ms | 0 - 520 MB | NPU | [MobileSam.tflite](https://huggingface.co/qualcomm/MobileSam/blob/main/MobileSam.tflite) |
65
- | MobileSAMEncoder | float | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | QNN_DLC | 42.84 ms | 12 - 961 MB | NPU | [MobileSam.dlc](https://huggingface.co/qualcomm/MobileSam/blob/main/MobileSam.dlc) |
66
- | MobileSAMEncoder | float | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | ONNX | 174.36 ms | 125 - 388 MB | NPU | [MobileSam.onnx.zip](https://huggingface.co/qualcomm/MobileSam/blob/main/MobileSam.onnx.zip) |
67
- | MobileSAMEncoder | float | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN_DLC | 99.328 ms | 1149 - 1149 MB | NPU | [MobileSam.dlc](https://huggingface.co/qualcomm/MobileSam/blob/main/MobileSam.dlc) |
68
- | MobileSAMEncoder | float | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 403.806 ms | 131 - 131 MB | NPU | [MobileSam.onnx.zip](https://huggingface.co/qualcomm/MobileSam/blob/main/MobileSam.onnx.zip) |
69
- | MobileSAMDecoder | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | TFLITE | 16.554 ms | 0 - 50 MB | NPU | [MobileSam.tflite](https://huggingface.co/qualcomm/MobileSam/blob/main/MobileSam.tflite) |
70
- | MobileSAMDecoder | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | QNN_DLC | 13.624 ms | 2 - 141 MB | NPU | [MobileSam.dlc](https://huggingface.co/qualcomm/MobileSam/blob/main/MobileSam.dlc) |
71
- | MobileSAMDecoder | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | TFLITE | 8.446 ms | 0 - 55 MB | NPU | [MobileSam.tflite](https://huggingface.co/qualcomm/MobileSam/blob/main/MobileSam.tflite) |
72
- | MobileSAMDecoder | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | TFLITE | 7.242 ms | 0 - 31 MB | NPU | [MobileSam.tflite](https://huggingface.co/qualcomm/MobileSam/blob/main/MobileSam.tflite) |
73
- | MobileSAMDecoder | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN_DLC | 5.923 ms | 4 - 23 MB | NPU | [MobileSam.dlc](https://huggingface.co/qualcomm/MobileSam/blob/main/MobileSam.dlc) |
74
- | MobileSAMDecoder | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | ONNX | 8.364 ms | 0 - 51 MB | NPU | [MobileSam.onnx.zip](https://huggingface.co/qualcomm/MobileSam/blob/main/MobileSam.onnx.zip) |
75
- | MobileSAMDecoder | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | TFLITE | 8.413 ms | 0 - 48 MB | NPU | [MobileSam.tflite](https://huggingface.co/qualcomm/MobileSam/blob/main/MobileSam.tflite) |
76
- | MobileSAMDecoder | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN_DLC | 6.993 ms | 2 - 141 MB | NPU | [MobileSam.dlc](https://huggingface.co/qualcomm/MobileSam/blob/main/MobileSam.dlc) |
77
- | MobileSAMDecoder | float | SA7255P ADP | Qualcomm® SA7255P | TFLITE | 16.554 ms | 0 - 50 MB | NPU | [MobileSam.tflite](https://huggingface.co/qualcomm/MobileSam/blob/main/MobileSam.tflite) |
78
- | MobileSAMDecoder | float | SA7255P ADP | Qualcomm® SA7255P | QNN_DLC | 13.624 ms | 2 - 141 MB | NPU | [MobileSam.dlc](https://huggingface.co/qualcomm/MobileSam/blob/main/MobileSam.dlc) |
79
- | MobileSAMDecoder | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | TFLITE | 7.277 ms | 0 - 30 MB | NPU | [MobileSam.tflite](https://huggingface.co/qualcomm/MobileSam/blob/main/MobileSam.tflite) |
80
- | MobileSAMDecoder | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | QNN_DLC | 5.926 ms | 3 - 25 MB | NPU | [MobileSam.dlc](https://huggingface.co/qualcomm/MobileSam/blob/main/MobileSam.dlc) |
81
- | MobileSAMDecoder | float | SA8295P ADP | Qualcomm® SA8295P | TFLITE | 9.778 ms | 0 - 53 MB | NPU | [MobileSam.tflite](https://huggingface.co/qualcomm/MobileSam/blob/main/MobileSam.tflite) |
82
- | MobileSAMDecoder | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | TFLITE | 7.262 ms | 0 - 30 MB | NPU | [MobileSam.tflite](https://huggingface.co/qualcomm/MobileSam/blob/main/MobileSam.tflite) |
83
- | MobileSAMDecoder | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | QNN_DLC | 5.925 ms | 4 - 38 MB | NPU | [MobileSam.dlc](https://huggingface.co/qualcomm/MobileSam/blob/main/MobileSam.dlc) |
84
- | MobileSAMDecoder | float | SA8775P ADP | Qualcomm® SA8775P | TFLITE | 8.413 ms | 0 - 48 MB | NPU | [MobileSam.tflite](https://huggingface.co/qualcomm/MobileSam/blob/main/MobileSam.tflite) |
85
- | MobileSAMDecoder | float | SA8775P ADP | Qualcomm® SA8775P | QNN_DLC | 6.993 ms | 2 - 141 MB | NPU | [MobileSam.dlc](https://huggingface.co/qualcomm/MobileSam/blob/main/MobileSam.dlc) |
86
- | MobileSAMDecoder | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | TFLITE | 5.154 ms | 0 - 56 MB | NPU | [MobileSam.tflite](https://huggingface.co/qualcomm/MobileSam/blob/main/MobileSam.tflite) |
87
- | MobileSAMDecoder | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN_DLC | 4.058 ms | 4 - 160 MB | NPU | [MobileSam.dlc](https://huggingface.co/qualcomm/MobileSam/blob/main/MobileSam.dlc) |
88
- | MobileSAMDecoder | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 5.681 ms | 4 - 137 MB | NPU | [MobileSam.onnx.zip](https://huggingface.co/qualcomm/MobileSam/blob/main/MobileSam.onnx.zip) |
89
- | MobileSAMDecoder | float | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | TFLITE | 3.975 ms | 0 - 54 MB | NPU | [MobileSam.tflite](https://huggingface.co/qualcomm/MobileSam/blob/main/MobileSam.tflite) |
90
- | MobileSAMDecoder | float | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | QNN_DLC | 3.048 ms | 4 - 135 MB | NPU | [MobileSam.dlc](https://huggingface.co/qualcomm/MobileSam/blob/main/MobileSam.dlc) |
91
- | MobileSAMDecoder | float | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | ONNX | 4.248 ms | 2 - 75 MB | NPU | [MobileSam.onnx.zip](https://huggingface.co/qualcomm/MobileSam/blob/main/MobileSam.onnx.zip) |
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- | MobileSAMDecoder | float | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | TFLITE | 3.516 ms | 0 - 49 MB | NPU | [MobileSam.tflite](https://huggingface.co/qualcomm/MobileSam/blob/main/MobileSam.tflite) |
93
- | MobileSAMDecoder | float | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | QNN_DLC | 2.598 ms | 4 - 56 MB | NPU | [MobileSam.dlc](https://huggingface.co/qualcomm/MobileSam/blob/main/MobileSam.dlc) |
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- | MobileSAMDecoder | float | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | ONNX | 3.561 ms | 4 - 83 MB | NPU | [MobileSam.onnx.zip](https://huggingface.co/qualcomm/MobileSam/blob/main/MobileSam.onnx.zip) |
95
- | MobileSAMDecoder | float | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN_DLC | 6.421 ms | 57 - 57 MB | NPU | [MobileSam.dlc](https://huggingface.co/qualcomm/MobileSam/blob/main/MobileSam.dlc) |
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- | MobileSAMDecoder | float | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 8.734 ms | 11 - 11 MB | NPU | [MobileSam.onnx.zip](https://huggingface.co/qualcomm/MobileSam/blob/main/MobileSam.onnx.zip) |
 
 
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@@ -103,7 +105,7 @@ More details on model performance across various devices, can be found
103
 
104
  Install the package via pip:
105
  ```bash
106
- pip install "qai-hub-models[mobilesam]"
107
  ```
108
 
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38
 
39
  | Model | Precision | Device | Chipset | Target Runtime | Inference Time (ms) | Peak Memory Range (MB) | Primary Compute Unit | Target Model
40
  |---|---|---|---|---|---|---|---|---|
41
+ | MobileSAMEncoder | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | TFLITE | 324.864 ms | 0 - 529 MB | NPU | [MobileSam.tflite](https://huggingface.co/qualcomm/MobileSam/blob/main/MobileSam.tflite) |
42
+ | MobileSAMEncoder | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | QNN_DLC | 260.424 ms | 0 - 528 MB | NPU | [MobileSam.dlc](https://huggingface.co/qualcomm/MobileSam/blob/main/MobileSam.dlc) |
43
+ | MobileSAMEncoder | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | TFLITE | 514.336 ms | 0 - 1846 MB | NPU | [MobileSam.tflite](https://huggingface.co/qualcomm/MobileSam/blob/main/MobileSam.tflite) |
44
+ | MobileSAMEncoder | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | QNN_DLC | 552.762 ms | 12 - 1872 MB | NPU | [MobileSam.dlc](https://huggingface.co/qualcomm/MobileSam/blob/main/MobileSam.dlc) |
45
+ | MobileSAMEncoder | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | TFLITE | 196.222 ms | 4 - 86 MB | NPU | [MobileSam.tflite](https://huggingface.co/qualcomm/MobileSam/blob/main/MobileSam.tflite) |
46
+ | MobileSAMEncoder | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN_DLC | 155.047 ms | 12 - 81 MB | NPU | [MobileSam.dlc](https://huggingface.co/qualcomm/MobileSam/blob/main/MobileSam.dlc) |
47
+ | MobileSAMEncoder | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | ONNX | 339.53 ms | 96 - 161 MB | NPU | [MobileSam.onnx.zip](https://huggingface.co/qualcomm/MobileSam/blob/main/MobileSam.onnx.zip) |
48
+ | MobileSAMEncoder | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | TFLITE | 198.65 ms | 4 - 533 MB | NPU | [MobileSam.tflite](https://huggingface.co/qualcomm/MobileSam/blob/main/MobileSam.tflite) |
49
+ | MobileSAMEncoder | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN_DLC | 160.433 ms | 3 - 1080 MB | NPU | [MobileSam.dlc](https://huggingface.co/qualcomm/MobileSam/blob/main/MobileSam.dlc) |
50
+ | MobileSAMEncoder | float | SA7255P ADP | Qualcomm® SA7255P | TFLITE | 324.864 ms | 0 - 529 MB | NPU | [MobileSam.tflite](https://huggingface.co/qualcomm/MobileSam/blob/main/MobileSam.tflite) |
51
+ | MobileSAMEncoder | float | SA7255P ADP | Qualcomm® SA7255P | QNN_DLC | 260.424 ms | 0 - 528 MB | NPU | [MobileSam.dlc](https://huggingface.co/qualcomm/MobileSam/blob/main/MobileSam.dlc) |
52
+ | MobileSAMEncoder | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | TFLITE | 197.144 ms | 4 - 84 MB | NPU | [MobileSam.tflite](https://huggingface.co/qualcomm/MobileSam/blob/main/MobileSam.tflite) |
53
+ | MobileSAMEncoder | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | QNN_DLC | 156.008 ms | 12 - 83 MB | NPU | [MobileSam.dlc](https://huggingface.co/qualcomm/MobileSam/blob/main/MobileSam.dlc) |
54
+ | MobileSAMEncoder | float | SA8295P ADP | Qualcomm® SA8295P | TFLITE | 558.486 ms | 1 - 1116 MB | NPU | [MobileSam.tflite](https://huggingface.co/qualcomm/MobileSam/blob/main/MobileSam.tflite) |
55
+ | MobileSAMEncoder | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | TFLITE | 196.223 ms | 4 - 88 MB | NPU | [MobileSam.tflite](https://huggingface.co/qualcomm/MobileSam/blob/main/MobileSam.tflite) |
56
+ | MobileSAMEncoder | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | QNN_DLC | 155.286 ms | 9 - 76 MB | NPU | [MobileSam.dlc](https://huggingface.co/qualcomm/MobileSam/blob/main/MobileSam.dlc) |
57
+ | MobileSAMEncoder | float | SA8775P ADP | Qualcomm® SA8775P | TFLITE | 198.65 ms | 4 - 533 MB | NPU | [MobileSam.tflite](https://huggingface.co/qualcomm/MobileSam/blob/main/MobileSam.tflite) |
58
+ | MobileSAMEncoder | float | SA8775P ADP | Qualcomm® SA8775P | QNN_DLC | 160.433 ms | 3 - 1080 MB | NPU | [MobileSam.dlc](https://huggingface.co/qualcomm/MobileSam/blob/main/MobileSam.dlc) |
59
+ | MobileSAMEncoder | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | TFLITE | 138.04 ms | 0 - 525 MB | NPU | [MobileSam.tflite](https://huggingface.co/qualcomm/MobileSam/blob/main/MobileSam.tflite) |
60
+ | MobileSAMEncoder | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN_DLC | 111.694 ms | 12 - 536 MB | NPU | [MobileSam.dlc](https://huggingface.co/qualcomm/MobileSam/blob/main/MobileSam.dlc) |
61
+ | MobileSAMEncoder | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 255.0 ms | 127 - 262 MB | NPU | [MobileSam.onnx.zip](https://huggingface.co/qualcomm/MobileSam/blob/main/MobileSam.onnx.zip) |
62
+ | MobileSAMEncoder | float | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | TFLITE | 110.676 ms | 4 - 532 MB | NPU | [MobileSam.tflite](https://huggingface.co/qualcomm/MobileSam/blob/main/MobileSam.tflite) |
63
+ | MobileSAMEncoder | float | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | QNN_DLC | 91.237 ms | 12 - 508 MB | NPU | [MobileSam.dlc](https://huggingface.co/qualcomm/MobileSam/blob/main/MobileSam.dlc) |
64
+ | MobileSAMEncoder | float | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | ONNX | 185.566 ms | 116 - 457 MB | NPU | [MobileSam.onnx.zip](https://huggingface.co/qualcomm/MobileSam/blob/main/MobileSam.onnx.zip) |
65
+ | MobileSAMEncoder | float | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | TFLITE | 93.109 ms | 0 - 521 MB | NPU | [MobileSam.tflite](https://huggingface.co/qualcomm/MobileSam/blob/main/MobileSam.tflite) |
66
+ | MobileSAMEncoder | float | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | QNN_DLC | 73.307 ms | 12 - 1071 MB | NPU | [MobileSam.dlc](https://huggingface.co/qualcomm/MobileSam/blob/main/MobileSam.dlc) |
67
+ | MobileSAMEncoder | float | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | ONNX | 155.196 ms | 126 - 360 MB | NPU | [MobileSam.onnx.zip](https://huggingface.co/qualcomm/MobileSam/blob/main/MobileSam.onnx.zip) |
68
+ | MobileSAMEncoder | float | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN_DLC | 150.151 ms | 954 - 954 MB | NPU | [MobileSam.dlc](https://huggingface.co/qualcomm/MobileSam/blob/main/MobileSam.dlc) |
69
+ | MobileSAMEncoder | float | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 344.225 ms | 132 - 132 MB | NPU | [MobileSam.onnx.zip](https://huggingface.co/qualcomm/MobileSam/blob/main/MobileSam.onnx.zip) |
70
+ | MobileSAMDecoder | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | TFLITE | 14.769 ms | 0 - 48 MB | NPU | [MobileSam.tflite](https://huggingface.co/qualcomm/MobileSam/blob/main/MobileSam.tflite) |
71
+ | MobileSAMDecoder | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | QNN_DLC | 12.294 ms | 4 - 140 MB | NPU | [MobileSam.dlc](https://huggingface.co/qualcomm/MobileSam/blob/main/MobileSam.dlc) |
72
+ | MobileSAMDecoder | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | TFLITE | 8.45 ms | 0 - 53 MB | NPU | [MobileSam.tflite](https://huggingface.co/qualcomm/MobileSam/blob/main/MobileSam.tflite) |
73
+ | MobileSAMDecoder | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | QNN_DLC | 11.466 ms | 4 - 73 MB | NPU | [MobileSam.dlc](https://huggingface.co/qualcomm/MobileSam/blob/main/MobileSam.dlc) |
74
+ | MobileSAMDecoder | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | TFLITE | 6.301 ms | 0 - 31 MB | NPU | [MobileSam.tflite](https://huggingface.co/qualcomm/MobileSam/blob/main/MobileSam.tflite) |
75
+ | MobileSAMDecoder | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN_DLC | 5.053 ms | 4 - 26 MB | NPU | [MobileSam.dlc](https://huggingface.co/qualcomm/MobileSam/blob/main/MobileSam.dlc) |
76
+ | MobileSAMDecoder | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | ONNX | 8.043 ms | 0 - 51 MB | NPU | [MobileSam.onnx.zip](https://huggingface.co/qualcomm/MobileSam/blob/main/MobileSam.onnx.zip) |
77
+ | MobileSAMDecoder | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | TFLITE | 7.447 ms | 0 - 51 MB | NPU | [MobileSam.tflite](https://huggingface.co/qualcomm/MobileSam/blob/main/MobileSam.tflite) |
78
+ | MobileSAMDecoder | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN_DLC | 6.089 ms | 2 - 139 MB | NPU | [MobileSam.dlc](https://huggingface.co/qualcomm/MobileSam/blob/main/MobileSam.dlc) |
79
+ | MobileSAMDecoder | float | SA7255P ADP | Qualcomm® SA7255P | TFLITE | 14.769 ms | 0 - 48 MB | NPU | [MobileSam.tflite](https://huggingface.co/qualcomm/MobileSam/blob/main/MobileSam.tflite) |
80
+ | MobileSAMDecoder | float | SA7255P ADP | Qualcomm® SA7255P | QNN_DLC | 12.294 ms | 4 - 140 MB | NPU | [MobileSam.dlc](https://huggingface.co/qualcomm/MobileSam/blob/main/MobileSam.dlc) |
81
+ | MobileSAMDecoder | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | TFLITE | 6.303 ms | 0 - 30 MB | NPU | [MobileSam.tflite](https://huggingface.co/qualcomm/MobileSam/blob/main/MobileSam.tflite) |
82
+ | MobileSAMDecoder | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | QNN_DLC | 5.071 ms | 4 - 29 MB | NPU | [MobileSam.dlc](https://huggingface.co/qualcomm/MobileSam/blob/main/MobileSam.dlc) |
83
+ | MobileSAMDecoder | float | SA8295P ADP | Qualcomm® SA8295P | TFLITE | 9.828 ms | 0 - 51 MB | NPU | [MobileSam.tflite](https://huggingface.co/qualcomm/MobileSam/blob/main/MobileSam.tflite) |
84
+ | MobileSAMDecoder | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | TFLITE | 6.311 ms | 0 - 31 MB | NPU | [MobileSam.tflite](https://huggingface.co/qualcomm/MobileSam/blob/main/MobileSam.tflite) |
85
+ | MobileSAMDecoder | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | QNN_DLC | 5.091 ms | 4 - 33 MB | NPU | [MobileSam.dlc](https://huggingface.co/qualcomm/MobileSam/blob/main/MobileSam.dlc) |
86
+ | MobileSAMDecoder | float | SA8775P ADP | Qualcomm® SA8775P | TFLITE | 7.447 ms | 0 - 51 MB | NPU | [MobileSam.tflite](https://huggingface.co/qualcomm/MobileSam/blob/main/MobileSam.tflite) |
87
+ | MobileSAMDecoder | float | SA8775P ADP | Qualcomm® SA8775P | QNN_DLC | 6.089 ms | 2 - 139 MB | NPU | [MobileSam.dlc](https://huggingface.co/qualcomm/MobileSam/blob/main/MobileSam.dlc) |
88
+ | MobileSAMDecoder | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | TFLITE | 4.424 ms | 0 - 55 MB | NPU | [MobileSam.tflite](https://huggingface.co/qualcomm/MobileSam/blob/main/MobileSam.tflite) |
89
+ | MobileSAMDecoder | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN_DLC | 3.536 ms | 5 - 154 MB | NPU | [MobileSam.dlc](https://huggingface.co/qualcomm/MobileSam/blob/main/MobileSam.dlc) |
90
+ | MobileSAMDecoder | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 5.48 ms | 4 - 84 MB | NPU | [MobileSam.onnx.zip](https://huggingface.co/qualcomm/MobileSam/blob/main/MobileSam.onnx.zip) |
91
+ | MobileSAMDecoder | float | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | TFLITE | 3.469 ms | 0 - 54 MB | NPU | [MobileSam.tflite](https://huggingface.co/qualcomm/MobileSam/blob/main/MobileSam.tflite) |
92
+ | MobileSAMDecoder | float | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | QNN_DLC | 2.635 ms | 4 - 135 MB | NPU | [MobileSam.dlc](https://huggingface.co/qualcomm/MobileSam/blob/main/MobileSam.dlc) |
93
+ | MobileSAMDecoder | float | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | ONNX | 4.102 ms | 1 - 74 MB | NPU | [MobileSam.onnx.zip](https://huggingface.co/qualcomm/MobileSam/blob/main/MobileSam.onnx.zip) |
94
+ | MobileSAMDecoder | float | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | TFLITE | 3.158 ms | 0 - 50 MB | NPU | [MobileSam.tflite](https://huggingface.co/qualcomm/MobileSam/blob/main/MobileSam.tflite) |
95
+ | MobileSAMDecoder | float | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | QNN_DLC | 2.334 ms | 4 - 57 MB | NPU | [MobileSam.dlc](https://huggingface.co/qualcomm/MobileSam/blob/main/MobileSam.dlc) |
96
+ | MobileSAMDecoder | float | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | ONNX | 3.386 ms | 4 - 84 MB | NPU | [MobileSam.onnx.zip](https://huggingface.co/qualcomm/MobileSam/blob/main/MobileSam.onnx.zip) |
97
+ | MobileSAMDecoder | float | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN_DLC | 5.517 ms | 64 - 64 MB | NPU | [MobileSam.dlc](https://huggingface.co/qualcomm/MobileSam/blob/main/MobileSam.dlc) |
98
+ | MobileSAMDecoder | float | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 8.453 ms | 11 - 11 MB | NPU | [MobileSam.onnx.zip](https://huggingface.co/qualcomm/MobileSam/blob/main/MobileSam.onnx.zip) |
99
 
100
 
101
 
 
105
 
106
  Install the package via pip:
107
  ```bash
108
+ pip install "qai-hub-models[mobilesam]" git+https://github.com/ChaoningZhang/MobileSAM@34bbbfd --use-pep517
109
  ```
110
 
111
 
tool-versions.yaml CHANGED
@@ -1,4 +1,4 @@
1
  tool_versions:
2
  onnx:
3
  qairt: 2.37.1.250807093845_124904
4
- onnx_runtime: 1.22.2
 
1
  tool_versions:
2
  onnx:
3
  qairt: 2.37.1.250807093845_124904
4
+ onnx_runtime: 1.23.0