Hugging Face's logo

qualcomm
/
Segment-Anything-Model

Image Segmentation
PyTorch
TF Lite
ONNX
foundation
android
Model card Files Community
qaihm-bot commited on
Commit
bc78196
·
verified ·
1 Parent(s): b79be7f

Upload README.md with huggingface_hub

Browse files
Files changed (1) hide show
  1. README.md +187 -164
README.md CHANGED
@@ -1,10 +1,10 @@
1
  ---
2
  library_name: pytorch
3
  license: apache-2.0
4
- pipeline_tag: image-segmentation
5
  tags:
6
  - foundation
7
  - android
 
8
 
9
  ---
10
 
@@ -35,155 +35,178 @@ More details on model performance across various devices, can be found
35
 
36
  | Model | Device | Chipset | Target Runtime | Inference Time (ms) | Peak Memory Range (MB) | Precision | Primary Compute Unit | Target Model
37
  |---|---|---|---|---|---|---|---|---|
38
- | SAMDecoder | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | TFLITE | 7.442 ms | 0 - 33 MB | FP16 | NPU | [Segment-Anything-Model.tflite](https://huggingface.co/qualcomm/Segment-Anything-Model/blob/main/SAMDecoder.tflite) |
39
- | SAMDecoder | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | QNN | 7.305 ms | 4 - 21 MB | FP16 | NPU | [Segment-Anything-Model.so](https://huggingface.co/qualcomm/Segment-Anything-Model/blob/main/SAMDecoder.so) |
40
- | SAMDecoder | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | ONNX | 10.954 ms | 0 - 61 MB | FP16 | NPU | [Segment-Anything-Model.onnx](https://huggingface.co/qualcomm/Segment-Anything-Model/blob/main/SAMDecoder.onnx) |
41
- | SAMDecoder | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | TFLITE | 5.197 ms | 0 - 39 MB | FP16 | NPU | [Segment-Anything-Model.tflite](https://huggingface.co/qualcomm/Segment-Anything-Model/blob/main/SAMDecoder.tflite) |
42
- | SAMDecoder | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | QNN | 5.138 ms | 40 - 83 MB | FP16 | NPU | [Segment-Anything-Model.so](https://huggingface.co/qualcomm/Segment-Anything-Model/blob/main/SAMDecoder.so) |
43
- | SAMDecoder | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | ONNX | 8.273 ms | 6 - 58 MB | FP16 | NPU | [Segment-Anything-Model.onnx](https://huggingface.co/qualcomm/Segment-Anything-Model/blob/main/SAMDecoder.onnx) |
44
- | SAMDecoder | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | TFLITE | 4.189 ms | 0 - 38 MB | FP16 | NPU | [Segment-Anything-Model.tflite](https://huggingface.co/qualcomm/Segment-Anything-Model/blob/main/SAMDecoder.tflite) |
45
- | SAMDecoder | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | QNN | 4.836 ms | 4 - 45 MB | FP16 | NPU | Use Export Script |
46
- | SAMDecoder | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | ONNX | 8.097 ms | 6 - 52 MB | FP16 | NPU | [Segment-Anything-Model.onnx](https://huggingface.co/qualcomm/Segment-Anything-Model/blob/main/SAMDecoder.onnx) |
47
- | SAMDecoder | QCS8550 (Proxy) | QCS8550 Proxy | TFLITE | 7.44 ms | 0 - 33 MB | FP16 | NPU | [Segment-Anything-Model.tflite](https://huggingface.co/qualcomm/Segment-Anything-Model/blob/main/SAMDecoder.tflite) |
48
- | SAMDecoder | QCS8550 (Proxy) | QCS8550 Proxy | QNN | 6.839 ms | 4 - 7 MB | FP16 | NPU | Use Export Script |
49
- | SAMDecoder | SA7255P ADP | SA7255P | TFLITE | 53.012 ms | 0 - 33 MB | FP16 | NPU | [Segment-Anything-Model.tflite](https://huggingface.co/qualcomm/Segment-Anything-Model/blob/main/SAMDecoder.tflite) |
50
- | SAMDecoder | SA7255P ADP | SA7255P | QNN | 49.841 ms | 1 - 11 MB | FP16 | NPU | Use Export Script |
51
- | SAMDecoder | SA8255 (Proxy) | SA8255P Proxy | TFLITE | 7.45 ms | 0 - 32 MB | FP16 | NPU | [Segment-Anything-Model.tflite](https://huggingface.co/qualcomm/Segment-Anything-Model/blob/main/SAMDecoder.tflite) |
52
- | SAMDecoder | SA8255 (Proxy) | SA8255P Proxy | QNN | 6.933 ms | 4 - 6 MB | FP16 | NPU | Use Export Script |
53
- | SAMDecoder | SA8295P ADP | SA8295P | TFLITE | 9.944 ms | 0 - 36 MB | FP16 | NPU | [Segment-Anything-Model.tflite](https://huggingface.co/qualcomm/Segment-Anything-Model/blob/main/SAMDecoder.tflite) |
54
- | SAMDecoder | SA8295P ADP | SA8295P | QNN | 8.969 ms | 0 - 14 MB | FP16 | NPU | Use Export Script |
55
- | SAMDecoder | SA8650 (Proxy) | SA8650P Proxy | TFLITE | 7.451 ms | 0 - 34 MB | FP16 | NPU | [Segment-Anything-Model.tflite](https://huggingface.co/qualcomm/Segment-Anything-Model/blob/main/SAMDecoder.tflite) |
56
- | SAMDecoder | SA8650 (Proxy) | SA8650P Proxy | QNN | 6.992 ms | 4 - 6 MB | FP16 | NPU | Use Export Script |
57
- | SAMDecoder | SA8775P ADP | SA8775P | TFLITE | 10.463 ms | 0 - 33 MB | FP16 | NPU | [Segment-Anything-Model.tflite](https://huggingface.co/qualcomm/Segment-Anything-Model/blob/main/SAMDecoder.tflite) |
58
- | SAMDecoder | SA8775P ADP | SA8775P | QNN | 9.711 ms | 2 - 12 MB | FP16 | NPU | Use Export Script |
59
- | SAMDecoder | QCS8450 (Proxy) | QCS8450 Proxy | TFLITE | 8.499 ms | 0 - 36 MB | FP16 | NPU | [Segment-Anything-Model.tflite](https://huggingface.co/qualcomm/Segment-Anything-Model/blob/main/SAMDecoder.tflite) |
60
- | SAMDecoder | QCS8450 (Proxy) | QCS8450 Proxy | QNN | 8.282 ms | 4 - 43 MB | FP16 | NPU | Use Export Script |
61
- | SAMDecoder | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN | 7.345 ms | 4 - 4 MB | FP16 | NPU | Use Export Script |
62
- | SAMDecoder | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 14.961 ms | 11 - 11 MB | FP16 | NPU | [Segment-Anything-Model.onnx](https://huggingface.co/qualcomm/Segment-Anything-Model/blob/main/SAMDecoder.onnx) |
63
- | SAMEncoderPart1 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | TFLITE | 208.707 ms | 12 - 79 MB | FP16 | NPU | [Segment-Anything-Model.tflite](https://huggingface.co/qualcomm/Segment-Anything-Model/blob/main/SAMEncoderPart1.tflite) |
64
- | SAMEncoderPart1 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | QNN | 203.4 ms | 12 - 104 MB | FP16 | NPU | [Segment-Anything-Model.so](https://huggingface.co/qualcomm/Segment-Anything-Model/blob/main/SAMEncoderPart1.so) |
65
- | SAMEncoderPart1 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | ONNX | 167.127 ms | 25 - 182 MB | FP16 | NPU | [Segment-Anything-Model.onnx](https://huggingface.co/qualcomm/Segment-Anything-Model/blob/main/SAMEncoderPart1.onnx) |
66
- | SAMEncoderPart1 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | TFLITE | 147.832 ms | 11 - 664 MB | FP16 | NPU | [Segment-Anything-Model.tflite](https://huggingface.co/qualcomm/Segment-Anything-Model/blob/main/SAMEncoderPart1.tflite) |
67
- | SAMEncoderPart1 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | QNN | 144.807 ms | 12 - 651 MB | FP16 | NPU | [Segment-Anything-Model.so](https://huggingface.co/qualcomm/Segment-Anything-Model/blob/main/SAMEncoderPart1.so) |
68
- | SAMEncoderPart1 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | ONNX | 122.784 ms | 23 - 696 MB | FP16 | NPU | [Segment-Anything-Model.onnx](https://huggingface.co/qualcomm/Segment-Anything-Model/blob/main/SAMEncoderPart1.onnx) |
69
- | SAMEncoderPart1 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | TFLITE | 144.47 ms | 10 - 662 MB | FP16 | NPU | [Segment-Anything-Model.tflite](https://huggingface.co/qualcomm/Segment-Anything-Model/blob/main/SAMEncoderPart1.tflite) |
70
- | SAMEncoderPart1 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | QNN | 143.144 ms | 12 - 660 MB | FP16 | NPU | Use Export Script |
71
- | SAMEncoderPart1 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | ONNX | 98.548 ms | 23 - 668 MB | FP16 | NPU | [Segment-Anything-Model.onnx](https://huggingface.co/qualcomm/Segment-Anything-Model/blob/main/SAMEncoderPart1.onnx) |
72
- | SAMEncoderPart1 | QCS8550 (Proxy) | QCS8550 Proxy | TFLITE | 208.97 ms | 12 - 71 MB | FP16 | NPU | [Segment-Anything-Model.tflite](https://huggingface.co/qualcomm/Segment-Anything-Model/blob/main/SAMEncoderPart1.tflite) |
73
- | SAMEncoderPart1 | QCS8550 (Proxy) | QCS8550 Proxy | QNN | 176.897 ms | 12 - 15 MB | FP16 | NPU | Use Export Script |
74
- | SAMEncoderPart1 | SA7255P ADP | SA7255P | TFLITE | 1172.71 ms | 0 - 644 MB | FP16 | NPU | [Segment-Anything-Model.tflite](https://huggingface.co/qualcomm/Segment-Anything-Model/blob/main/SAMEncoderPart1.tflite) |
75
- | SAMEncoderPart1 | SA7255P ADP | SA7255P | QNN | 1103.665 ms | 5 - 14 MB | FP16 | NPU | Use Export Script |
76
- | SAMEncoderPart1 | SA8255 (Proxy) | SA8255P Proxy | TFLITE | 206.562 ms | 12 - 67 MB | FP16 | NPU | [Segment-Anything-Model.tflite](https://huggingface.co/qualcomm/Segment-Anything-Model/blob/main/SAMEncoderPart1.tflite) |
77
- | SAMEncoderPart1 | SA8255 (Proxy) | SA8255P Proxy | QNN | 179.137 ms | 12 - 15 MB | FP16 | NPU | Use Export Script |
78
- | SAMEncoderPart1 | SA8295P ADP | SA8295P | TFLITE | 242.758 ms | 12 - 640 MB | FP16 | NPU | [Segment-Anything-Model.tflite](https://huggingface.co/qualcomm/Segment-Anything-Model/blob/main/SAMEncoderPart1.tflite) |
79
- | SAMEncoderPart1 | SA8295P ADP | SA8295P | QNN | 207.245 ms | 0 - 15 MB | FP16 | NPU | Use Export Script |
80
- | SAMEncoderPart1 | SA8650 (Proxy) | SA8650P Proxy | TFLITE | 206.266 ms | 12 - 73 MB | FP16 | NPU | [Segment-Anything-Model.tflite](https://huggingface.co/qualcomm/Segment-Anything-Model/blob/main/SAMEncoderPart1.tflite) |
81
- | SAMEncoderPart1 | SA8650 (Proxy) | SA8650P Proxy | QNN | 175.273 ms | 12 - 15 MB | FP16 | NPU | Use Export Script |
82
- | SAMEncoderPart1 | SA8775P ADP | SA8775P | TFLITE | 249.944 ms | 12 - 656 MB | FP16 | NPU | [Segment-Anything-Model.tflite](https://huggingface.co/qualcomm/Segment-Anything-Model/blob/main/SAMEncoderPart1.tflite) |
83
- | SAMEncoderPart1 | SA8775P ADP | SA8775P | QNN | 211.755 ms | 1 - 11 MB | FP16 | NPU | Use Export Script |
84
- | SAMEncoderPart1 | QCS8450 (Proxy) | QCS8450 Proxy | TFLITE | 231.125 ms | 12 - 993 MB | FP16 | NPU | [Segment-Anything-Model.tflite](https://huggingface.co/qualcomm/Segment-Anything-Model/blob/main/SAMEncoderPart1.tflite) |
85
- | SAMEncoderPart1 | QCS8450 (Proxy) | QCS8450 Proxy | QNN | 225.612 ms | 12 - 965 MB | FP16 | NPU | Use Export Script |
86
- | SAMEncoderPart1 | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN | 170.905 ms | 12 - 12 MB | FP16 | NPU | Use Export Script |
87
- | SAMEncoderPart1 | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 181.653 ms | 38 - 38 MB | FP16 | NPU | [Segment-Anything-Model.onnx](https://huggingface.co/qualcomm/Segment-Anything-Model/blob/main/SAMEncoderPart1.onnx) |
88
- | SAMEncoderPart2 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | TFLITE | 663.885 ms | 12 - 110 MB | FP16 | NPU | [Segment-Anything-Model.tflite](https://huggingface.co/qualcomm/Segment-Anything-Model/blob/main/SAMEncoderPart2.tflite) |
89
- | SAMEncoderPart2 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | QNN | 848.959 ms | 12 - 111 MB | FP16 | NPU | [Segment-Anything-Model.so](https://huggingface.co/qualcomm/Segment-Anything-Model/blob/main/SAMEncoderPart2.so) |
90
- | SAMEncoderPart2 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | ONNX | 752.707 ms | 12 - 199 MB | FP16 | NPU | [Segment-Anything-Model.onnx](https://huggingface.co/qualcomm/Segment-Anything-Model/blob/main/SAMEncoderPart2.onnx) |
91
- | SAMEncoderPart2 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | TFLITE | 538.304 ms | 12 - 1133 MB | FP16 | NPU | [Segment-Anything-Model.tflite](https://huggingface.co/qualcomm/Segment-Anything-Model/blob/main/SAMEncoderPart2.tflite) |
92
- | SAMEncoderPart2 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | TFLITE | 474.493 ms | 11 - 1140 MB | FP16 | NPU | [Segment-Anything-Model.tflite](https://huggingface.co/qualcomm/Segment-Anything-Model/blob/main/SAMEncoderPart2.tflite) |
93
- | SAMEncoderPart2 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | QNN | 581.145 ms | 12 - 1112 MB | FP16 | NPU | Use Export Script |
94
- | SAMEncoderPart2 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | ONNX | 437.687 ms | 36 - 1409 MB | FP16 | NPU | [Segment-Anything-Model.onnx](https://huggingface.co/qualcomm/Segment-Anything-Model/blob/main/SAMEncoderPart2.onnx) |
95
- | SAMEncoderPart2 | QCS8550 (Proxy) | QCS8550 Proxy | TFLITE | 676.949 ms | 12 - 107 MB | FP16 | NPU | [Segment-Anything-Model.tflite](https://huggingface.co/qualcomm/Segment-Anything-Model/blob/main/SAMEncoderPart2.tflite) |
96
- | SAMEncoderPart2 | QCS8550 (Proxy) | QCS8550 Proxy | QNN | 741.824 ms | 12 - 15 MB | FP16 | NPU | Use Export Script |
97
- | SAMEncoderPart2 | SA7255P ADP | SA7255P | QNN | 1879.956 ms | 3 - 13 MB | FP16 | NPU | Use Export Script |
98
- | SAMEncoderPart2 | SA8255 (Proxy) | SA8255P Proxy | TFLITE | 673.933 ms | 12 - 103 MB | FP16 | NPU | [Segment-Anything-Model.tflite](https://huggingface.co/qualcomm/Segment-Anything-Model/blob/main/SAMEncoderPart2.tflite) |
99
- | SAMEncoderPart2 | SA8255 (Proxy) | SA8255P Proxy | QNN | 740.075 ms | 12 - 14 MB | FP16 | NPU | Use Export Script |
100
- | SAMEncoderPart2 | SA8295P ADP | SA8295P | TFLITE | 707.086 ms | 12 - 1174 MB | FP16 | NPU | [Segment-Anything-Model.tflite](https://huggingface.co/qualcomm/Segment-Anything-Model/blob/main/SAMEncoderPart2.tflite) |
101
- | SAMEncoderPart2 | SA8295P ADP | SA8295P | QNN | 783.918 ms | 0 - 14 MB | FP16 | NPU | Use Export Script |
102
- | SAMEncoderPart2 | SA8650 (Proxy) | SA8650P Proxy | TFLITE | 658.949 ms | 12 - 119 MB | FP16 | NPU | [Segment-Anything-Model.tflite](https://huggingface.co/qualcomm/Segment-Anything-Model/blob/main/SAMEncoderPart2.tflite) |
103
- | SAMEncoderPart2 | SA8650 (Proxy) | SA8650P Proxy | QNN | 739.207 ms | 12 - 15 MB | FP16 | NPU | Use Export Script |
104
- | SAMEncoderPart2 | SA8775P ADP | SA8775P | TFLITE | 702.232 ms | 0 - 1144 MB | FP16 | NPU | [Segment-Anything-Model.tflite](https://huggingface.co/qualcomm/Segment-Anything-Model/blob/main/SAMEncoderPart2.tflite) |
105
- | SAMEncoderPart2 | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN | 641.303 ms | 12 - 12 MB | FP16 | NPU | Use Export Script |
106
- | SAMEncoderPart2 | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 744.868 ms | 52 - 52 MB | FP16 | NPU | [Segment-Anything-Model.onnx](https://huggingface.co/qualcomm/Segment-Anything-Model/blob/main/SAMEncoderPart2.onnx) |
107
- | SAMEncoderPart3 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | TFLITE | 672.567 ms | 12 - 110 MB | FP16 | NPU | [Segment-Anything-Model.tflite](https://huggingface.co/qualcomm/Segment-Anything-Model/blob/main/SAMEncoderPart3.tflite) |
108
- | SAMEncoderPart3 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | QNN | 843.337 ms | 12 - 107 MB | FP16 | NPU | [Segment-Anything-Model.so](https://huggingface.co/qualcomm/Segment-Anything-Model/blob/main/SAMEncoderPart3.so) |
109
- | SAMEncoderPart3 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | ONNX | 745.502 ms | 24 - 207 MB | FP16 | NPU | [Segment-Anything-Model.onnx](https://huggingface.co/qualcomm/Segment-Anything-Model/blob/main/SAMEncoderPart3.onnx) |
110
- | SAMEncoderPart3 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | TFLITE | 534.698 ms | 5 - 1125 MB | FP16 | NPU | [Segment-Anything-Model.tflite](https://huggingface.co/qualcomm/Segment-Anything-Model/blob/main/SAMEncoderPart3.tflite) |
111
- | SAMEncoderPart3 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | TFLITE | 471.028 ms | 11 - 1141 MB | FP16 | NPU | [Segment-Anything-Model.tflite](https://huggingface.co/qualcomm/Segment-Anything-Model/blob/main/SAMEncoderPart3.tflite) |
112
- | SAMEncoderPart3 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | QNN | 575.953 ms | 12 - 1111 MB | FP16 | NPU | Use Export Script |
113
- | SAMEncoderPart3 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | ONNX | 458.142 ms | 36 - 1408 MB | FP16 | NPU | [Segment-Anything-Model.onnx](https://huggingface.co/qualcomm/Segment-Anything-Model/blob/main/SAMEncoderPart3.onnx) |
114
- | SAMEncoderPart3 | QCS8550 (Proxy) | QCS8550 Proxy | TFLITE | 677.866 ms | 12 - 111 MB | FP16 | NPU | [Segment-Anything-Model.tflite](https://huggingface.co/qualcomm/Segment-Anything-Model/blob/main/SAMEncoderPart3.tflite) |
115
- | SAMEncoderPart3 | QCS8550 (Proxy) | QCS8550 Proxy | QNN | 733.613 ms | 12 - 15 MB | FP16 | NPU | Use Export Script |
116
- | SAMEncoderPart3 | SA7255P ADP | SA7255P | QNN | 1878.822 ms | 4 - 14 MB | FP16 | NPU | Use Export Script |
117
- | SAMEncoderPart3 | SA8255 (Proxy) | SA8255P Proxy | QNN | 738.856 ms | 13 - 15 MB | FP16 | NPU | Use Export Script |
118
- | SAMEncoderPart3 | SA8295P ADP | SA8295P | TFLITE | 707.285 ms | 12 - 1174 MB | FP16 | NPU | [Segment-Anything-Model.tflite](https://huggingface.co/qualcomm/Segment-Anything-Model/blob/main/SAMEncoderPart3.tflite) |
119
- | SAMEncoderPart3 | SA8295P ADP | SA8295P | QNN | 783.748 ms | 1 - 15 MB | FP16 | NPU | Use Export Script |
120
- | SAMEncoderPart3 | SA8650 (Proxy) | SA8650P Proxy | TFLITE | 662.19 ms | 12 - 106 MB | FP16 | NPU | [Segment-Anything-Model.tflite](https://huggingface.co/qualcomm/Segment-Anything-Model/blob/main/SAMEncoderPart3.tflite) |
121
- | SAMEncoderPart3 | SA8650 (Proxy) | SA8650P Proxy | QNN | 731.685 ms | 12 - 14 MB | FP16 | NPU | Use Export Script |
122
- | SAMEncoderPart3 | SA8775P ADP | SA8775P | TFLITE | 700.772 ms | 0 - 1147 MB | FP16 | NPU | [Segment-Anything-Model.tflite](https://huggingface.co/qualcomm/Segment-Anything-Model/blob/main/SAMEncoderPart3.tflite) |
123
- | SAMEncoderPart3 | SA8775P ADP | SA8775P | QNN | 741.409 ms | 1 - 11 MB | FP16 | NPU | Use Export Script |
124
- | SAMEncoderPart3 | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN | 635.362 ms | 12 - 12 MB | FP16 | NPU | Use Export Script |
125
- | SAMEncoderPart3 | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 745.734 ms | 51 - 51 MB | FP16 | NPU | [Segment-Anything-Model.onnx](https://huggingface.co/qualcomm/Segment-Anything-Model/blob/main/SAMEncoderPart3.onnx) |
126
- | SAMEncoderPart4 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | TFLITE | 657.654 ms | 12 - 109 MB | FP16 | NPU | [Segment-Anything-Model.tflite](https://huggingface.co/qualcomm/Segment-Anything-Model/blob/main/SAMEncoderPart4.tflite) |
127
- | SAMEncoderPart4 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | QNN | 856.098 ms | 12 - 114 MB | FP16 | NPU | [Segment-Anything-Model.so](https://huggingface.co/qualcomm/Segment-Anything-Model/blob/main/SAMEncoderPart4.so) |
128
- | SAMEncoderPart4 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | ONNX | 743.085 ms | 19 - 212 MB | FP16 | NPU | [Segment-Anything-Model.onnx](https://huggingface.co/qualcomm/Segment-Anything-Model/blob/main/SAMEncoderPart4.onnx) |
129
- | SAMEncoderPart4 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | ONNX | 604.577 ms | 24 - 1422 MB | FP16 | NPU | [Segment-Anything-Model.onnx](https://huggingface.co/qualcomm/Segment-Anything-Model/blob/main/SAMEncoderPart4.onnx) |
130
- | SAMEncoderPart4 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | TFLITE | 475.414 ms | 11 - 1141 MB | FP16 | NPU | [Segment-Anything-Model.tflite](https://huggingface.co/qualcomm/Segment-Anything-Model/blob/main/SAMEncoderPart4.tflite) |
131
- | SAMEncoderPart4 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | QNN | 574.057 ms | 12 - 1112 MB | FP16 | NPU | Use Export Script |
132
- | SAMEncoderPart4 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | ONNX | 462.476 ms | 36 - 1408 MB | FP16 | NPU | [Segment-Anything-Model.onnx](https://huggingface.co/qualcomm/Segment-Anything-Model/blob/main/SAMEncoderPart4.onnx) |
133
- | SAMEncoderPart4 | QCS8550 (Proxy) | QCS8550 Proxy | TFLITE | 656.285 ms | 12 - 111 MB | FP16 | NPU | [Segment-Anything-Model.tflite](https://huggingface.co/qualcomm/Segment-Anything-Model/blob/main/SAMEncoderPart4.tflite) |
134
- | SAMEncoderPart4 | QCS8550 (Proxy) | QCS8550 Proxy | QNN | 721.087 ms | 12 - 15 MB | FP16 | NPU | Use Export Script |
135
- | SAMEncoderPart4 | SA7255P ADP | SA7255P | QNN | 1879.639 ms | 4 - 13 MB | FP16 | NPU | Use Export Script |
136
- | SAMEncoderPart4 | SA8255 (Proxy) | SA8255P Proxy | TFLITE | 678.333 ms | 12 - 103 MB | FP16 | NPU | [Segment-Anything-Model.tflite](https://huggingface.co/qualcomm/Segment-Anything-Model/blob/main/SAMEncoderPart4.tflite) |
137
- | SAMEncoderPart4 | SA8255 (Proxy) | SA8255P Proxy | QNN | 733.002 ms | 12 - 15 MB | FP16 | NPU | Use Export Script |
138
- | SAMEncoderPart4 | SA8295P ADP | SA8295P | TFLITE | 705.127 ms | 12 - 1172 MB | FP16 | NPU | [Segment-Anything-Model.tflite](https://huggingface.co/qualcomm/Segment-Anything-Model/blob/main/SAMEncoderPart4.tflite) |
139
- | SAMEncoderPart4 | SA8295P ADP | SA8295P | QNN | 781.449 ms | 0 - 15 MB | FP16 | NPU | Use Export Script |
140
- | SAMEncoderPart4 | SA8650 (Proxy) | SA8650P Proxy | TFLITE | 663.855 ms | 12 - 110 MB | FP16 | NPU | [Segment-Anything-Model.tflite](https://huggingface.co/qualcomm/Segment-Anything-Model/blob/main/SAMEncoderPart4.tflite) |
141
- | SAMEncoderPart4 | SA8650 (Proxy) | SA8650P Proxy | QNN | 730.597 ms | 12 - 14 MB | FP16 | NPU | Use Export Script |
142
- | SAMEncoderPart4 | SA8775P ADP | SA8775P | TFLITE | 704.507 ms | 0 - 1145 MB | FP16 | NPU | [Segment-Anything-Model.tflite](https://huggingface.co/qualcomm/Segment-Anything-Model/blob/main/SAMEncoderPart4.tflite) |
143
- | SAMEncoderPart4 | SA8775P ADP | SA8775P | QNN | 740.223 ms | 2 - 12 MB | FP16 | NPU | Use Export Script |
144
- | SAMEncoderPart4 | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN | 633.268 ms | 12 - 12 MB | FP16 | NPU | Use Export Script |
145
- | SAMEncoderPart4 | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 739.909 ms | 51 - 51 MB | FP16 | NPU | [Segment-Anything-Model.onnx](https://huggingface.co/qualcomm/Segment-Anything-Model/blob/main/SAMEncoderPart4.onnx) |
146
- | SAMEncoderPart5 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | TFLITE | 670.811 ms | 12 - 104 MB | FP16 | NPU | [Segment-Anything-Model.tflite](https://huggingface.co/qualcomm/Segment-Anything-Model/blob/main/SAMEncoderPart5.tflite) |
147
- | SAMEncoderPart5 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | QNN | 840.684 ms | 12 - 118 MB | FP16 | NPU | [Segment-Anything-Model.so](https://huggingface.co/qualcomm/Segment-Anything-Model/blob/main/SAMEncoderPart5.so) |
148
- | SAMEncoderPart5 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | ONNX | 745.91 ms | 12 - 210 MB | FP16 | NPU | [Segment-Anything-Model.onnx](https://huggingface.co/qualcomm/Segment-Anything-Model/blob/main/SAMEncoderPart5.onnx) |
149
- | SAMEncoderPart5 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | QNN | 648.946 ms | 12 - 1109 MB | FP16 | NPU | [Segment-Anything-Model.so](https://huggingface.co/qualcomm/Segment-Anything-Model/blob/main/SAMEncoderPart5.so) |
150
- | SAMEncoderPart5 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | TFLITE | 430.043 ms | 11 - 1143 MB | FP16 | NPU | [Segment-Anything-Model.tflite](https://huggingface.co/qualcomm/Segment-Anything-Model/blob/main/SAMEncoderPart5.tflite) |
151
- | SAMEncoderPart5 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | QNN | 575.631 ms | 12 - 1112 MB | FP16 | NPU | Use Export Script |
152
- | SAMEncoderPart5 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | ONNX | 433.917 ms | 36 - 1404 MB | FP16 | NPU | [Segment-Anything-Model.onnx](https://huggingface.co/qualcomm/Segment-Anything-Model/blob/main/SAMEncoderPart5.onnx) |
153
- | SAMEncoderPart5 | QCS8550 (Proxy) | QCS8550 Proxy | TFLITE | 648.794 ms | 12 - 95 MB | FP16 | NPU | [Segment-Anything-Model.tflite](https://huggingface.co/qualcomm/Segment-Anything-Model/blob/main/SAMEncoderPart5.tflite) |
154
- | SAMEncoderPart5 | QCS8550 (Proxy) | QCS8550 Proxy | QNN | 727.832 ms | 12 - 16 MB | FP16 | NPU | Use Export Script |
155
- | SAMEncoderPart5 | SA7255P ADP | SA7255P | QNN | 1883.878 ms | 12 - 21 MB | FP16 | NPU | Use Export Script |
156
- | SAMEncoderPart5 | SA8255 (Proxy) | SA8255P Proxy | TFLITE | 688.453 ms | 12 - 112 MB | FP16 | NPU | [Segment-Anything-Model.tflite](https://huggingface.co/qualcomm/Segment-Anything-Model/blob/main/SAMEncoderPart5.tflite) |
157
- | SAMEncoderPart5 | SA8255 (Proxy) | SA8255P Proxy | QNN | 745.534 ms | 12 - 14 MB | FP16 | NPU | Use Export Script |
158
- | SAMEncoderPart5 | SA8295P ADP | SA8295P | TFLITE | 707.293 ms | 12 - 1176 MB | FP16 | NPU | [Segment-Anything-Model.tflite](https://huggingface.co/qualcomm/Segment-Anything-Model/blob/main/SAMEncoderPart5.tflite) |
159
- | SAMEncoderPart5 | SA8295P ADP | SA8295P | QNN | 784.759 ms | 0 - 15 MB | FP16 | NPU | Use Export Script |
160
- | SAMEncoderPart5 | SA8650 (Proxy) | SA8650P Proxy | TFLITE | 648.646 ms | 12 - 118 MB | FP16 | NPU | [Segment-Anything-Model.tflite](https://huggingface.co/qualcomm/Segment-Anything-Model/blob/main/SAMEncoderPart5.tflite) |
161
- | SAMEncoderPart5 | SA8650 (Proxy) | SA8650P Proxy | QNN | 735.432 ms | 12 - 14 MB | FP16 | NPU | Use Export Script |
162
- | SAMEncoderPart5 | SA8775P ADP | SA8775P | TFLITE | 707.889 ms | 0 - 1146 MB | FP16 | NPU | [Segment-Anything-Model.tflite](https://huggingface.co/qualcomm/Segment-Anything-Model/blob/main/SAMEncoderPart5.tflite) |
163
- | SAMEncoderPart5 | SA8775P ADP | SA8775P | QNN | 740.576 ms | 1 - 11 MB | FP16 | NPU | Use Export Script |
164
- | SAMEncoderPart5 | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN | 644.302 ms | 12 - 12 MB | FP16 | NPU | Use Export Script |
165
- | SAMEncoderPart5 | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 734.599 ms | 51 - 51 MB | FP16 | NPU | [Segment-Anything-Model.onnx](https://huggingface.co/qualcomm/Segment-Anything-Model/blob/main/SAMEncoderPart5.onnx) |
166
- | SAMEncoderPart6 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | TFLITE | 679.861 ms | 4 - 94 MB | FP16 | NPU | [Segment-Anything-Model.tflite](https://huggingface.co/qualcomm/Segment-Anything-Model/blob/main/SAMEncoderPart6.tflite) |
167
- | SAMEncoderPart6 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | QNN | 844.027 ms | 12 - 107 MB | FP16 | NPU | [Segment-Anything-Model.so](https://huggingface.co/qualcomm/Segment-Anything-Model/blob/main/SAMEncoderPart6.so) |
168
- | SAMEncoderPart6 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | ONNX | 744.683 ms | 12 - 198 MB | FP16 | NPU | [Segment-Anything-Model.onnx](https://huggingface.co/qualcomm/Segment-Anything-Model/blob/main/SAMEncoderPart6.onnx) |
169
- | SAMEncoderPart6 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | QNN | 672.024 ms | 12 - 1115 MB | FP16 | NPU | [Segment-Anything-Model.so](https://huggingface.co/qualcomm/Segment-Anything-Model/blob/main/SAMEncoderPart6.so) |
170
- | SAMEncoderPart6 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | ONNX | 613.484 ms | 20 - 1419 MB | FP16 | NPU | [Segment-Anything-Model.onnx](https://huggingface.co/qualcomm/Segment-Anything-Model/blob/main/SAMEncoderPart6.onnx) |
171
- | SAMEncoderPart6 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | TFLITE | 429.205 ms | 12 - 1141 MB | FP16 | NPU | [Segment-Anything-Model.tflite](https://huggingface.co/qualcomm/Segment-Anything-Model/blob/main/SAMEncoderPart6.tflite) |
172
- | SAMEncoderPart6 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | QNN | 577.174 ms | 12 - 1113 MB | FP16 | NPU | Use Export Script |
173
- | SAMEncoderPart6 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | ONNX | 465.664 ms | 36 - 1412 MB | FP16 | NPU | [Segment-Anything-Model.onnx](https://huggingface.co/qualcomm/Segment-Anything-Model/blob/main/SAMEncoderPart6.onnx) |
174
- | SAMEncoderPart6 | QCS8550 (Proxy) | QCS8550 Proxy | TFLITE | 647.378 ms | 12 - 109 MB | FP16 | NPU | [Segment-Anything-Model.tflite](https://huggingface.co/qualcomm/Segment-Anything-Model/blob/main/SAMEncoderPart6.tflite) |
175
- | SAMEncoderPart6 | QCS8550 (Proxy) | QCS8550 Proxy | QNN | 731.1 ms | 12 - 15 MB | FP16 | NPU | Use Export Script |
176
- | SAMEncoderPart6 | SA7255P ADP | SA7255P | QNN | 1877.714 ms | 2 - 10 MB | FP16 | NPU | Use Export Script |
177
- | SAMEncoderPart6 | SA8255 (Proxy) | SA8255P Proxy | TFLITE | 661.485 ms | 12 - 113 MB | FP16 | NPU | [Segment-Anything-Model.tflite](https://huggingface.co/qualcomm/Segment-Anything-Model/blob/main/SAMEncoderPart6.tflite) |
178
- | SAMEncoderPart6 | SA8255 (Proxy) | SA8255P Proxy | QNN | 738.693 ms | 12 - 14 MB | FP16 | NPU | Use Export Script |
179
- | SAMEncoderPart6 | SA8295P ADP | SA8295P | TFLITE | 706.823 ms | 12 - 1176 MB | FP16 | NPU | [Segment-Anything-Model.tflite](https://huggingface.co/qualcomm/Segment-Anything-Model/blob/main/SAMEncoderPart6.tflite) |
180
- | SAMEncoderPart6 | SA8295P ADP | SA8295P | QNN | 782.241 ms | 0 - 15 MB | FP16 | NPU | Use Export Script |
181
- | SAMEncoderPart6 | SA8650 (Proxy) | SA8650P Proxy | TFLITE | 622.148 ms | 14 - 113 MB | FP16 | NPU | [Segment-Anything-Model.tflite](https://huggingface.co/qualcomm/Segment-Anything-Model/blob/main/SAMEncoderPart6.tflite) |
182
- | SAMEncoderPart6 | SA8650 (Proxy) | SA8650P Proxy | QNN | 729.56 ms | 12 - 15 MB | FP16 | NPU | Use Export Script |
183
- | SAMEncoderPart6 | SA8775P ADP | SA8775P | TFLITE | 704.738 ms | 0 - 1144 MB | FP16 | NPU | [Segment-Anything-Model.tflite](https://huggingface.co/qualcomm/Segment-Anything-Model/blob/main/SAMEncoderPart6.tflite) |
184
- | SAMEncoderPart6 | SA8775P ADP | SA8775P | QNN | 741.461 ms | 1 - 11 MB | FP16 | NPU | Use Export Script |
185
- | SAMEncoderPart6 | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN | 636.013 ms | 12 - 12 MB | FP16 | NPU | Use Export Script |
186
- | SAMEncoderPart6 | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 723.315 ms | 53 - 53 MB | FP16 | NPU | [Segment-Anything-Model.onnx](https://huggingface.co/qualcomm/Segment-Anything-Model/blob/main/SAMEncoderPart6.onnx) |
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
187
 
188
 
189
 
@@ -247,8 +270,8 @@ Profiling Results
247
  SAMDecoder
248
  Device : Samsung Galaxy S23 (13)
249
  Runtime : TFLITE
250
- Estimated inference time (ms) : 7.4
251
- Estimated peak memory usage (MB): [0, 33]
252
  Total # Ops : 845
253
  Compute Unit(s) : NPU (845 ops)
254
 
@@ -256,8 +279,8 @@ Compute Unit(s) : NPU (845 ops)
256
  SAMEncoderPart1
257
  Device : Samsung Galaxy S23 (13)
258
  Runtime : TFLITE
259
- Estimated inference time (ms) : 208.7
260
- Estimated peak memory usage (MB): [12, 79]
261
  Total # Ops : 584
262
  Compute Unit(s) : NPU (584 ops)
263
 
@@ -265,8 +288,8 @@ Compute Unit(s) : NPU (584 ops)
265
  SAMEncoderPart2
266
  Device : Samsung Galaxy S23 (13)
267
  Runtime : TFLITE
268
- Estimated inference time (ms) : 663.9
269
- Estimated peak memory usage (MB): [12, 110]
270
  Total # Ops : 572
271
  Compute Unit(s) : NPU (572 ops)
272
 
@@ -274,7 +297,7 @@ Compute Unit(s) : NPU (572 ops)
274
  SAMEncoderPart3
275
  Device : Samsung Galaxy S23 (13)
276
  Runtime : TFLITE
277
- Estimated inference time (ms) : 672.6
278
  Estimated peak memory usage (MB): [12, 110]
279
  Total # Ops : 572
280
  Compute Unit(s) : NPU (572 ops)
@@ -283,8 +306,8 @@ Compute Unit(s) : NPU (572 ops)
283
  SAMEncoderPart4
284
  Device : Samsung Galaxy S23 (13)
285
  Runtime : TFLITE
286
- Estimated inference time (ms) : 657.7
287
- Estimated peak memory usage (MB): [12, 109]
288
  Total # Ops : 572
289
  Compute Unit(s) : NPU (572 ops)
290
 
@@ -292,7 +315,7 @@ Compute Unit(s) : NPU (572 ops)
292
  SAMEncoderPart5
293
  Device : Samsung Galaxy S23 (13)
294
  Runtime : TFLITE
295
- Estimated inference time (ms) : 670.8
296
  Estimated peak memory usage (MB): [12, 104]
297
  Total # Ops : 572
298
  Compute Unit(s) : NPU (572 ops)
@@ -301,10 +324,10 @@ Compute Unit(s) : NPU (572 ops)
301
  SAMEncoderPart6
302
  Device : Samsung Galaxy S23 (13)
303
  Runtime : TFLITE
304
- Estimated inference time (ms) : 679.9
305
- Estimated peak memory usage (MB): [4, 94]
306
- Total # Ops : 572
307
- Compute Unit(s) : NPU (572 ops)
308
  ```
309
 
310
 
 
1
  ---
2
  library_name: pytorch
3
  license: apache-2.0
 
4
  tags:
5
  - foundation
6
  - android
7
+ pipeline_tag: image-segmentation
8
 
9
  ---
10
 
 
35
 
36
  | Model | Device | Chipset | Target Runtime | Inference Time (ms) | Peak Memory Range (MB) | Precision | Primary Compute Unit | Target Model
37
  |---|---|---|---|---|---|---|---|---|
38
+ | SAMDecoder | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | TFLITE | 7.455 ms | 0 - 32 MB | FP16 | NPU | [Segment-Anything-Model.tflite](https://huggingface.co/qualcomm/Segment-Anything-Model/blob/main/SAMDecoder.tflite) |
39
+ | SAMDecoder | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | QNN | 6.857 ms | 6 - 9 MB | FP16 | NPU | [Segment-Anything-Model.so](https://huggingface.co/qualcomm/Segment-Anything-Model/blob/main/SAMDecoder.so) |
40
+ | SAMDecoder | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | ONNX | 11.054 ms | 1 - 66 MB | FP16 | NPU | [Segment-Anything-Model.onnx](https://huggingface.co/qualcomm/Segment-Anything-Model/blob/main/SAMDecoder.onnx) |
41
+ | SAMDecoder | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | TFLITE | 5.215 ms | 0 - 37 MB | FP16 | NPU | [Segment-Anything-Model.tflite](https://huggingface.co/qualcomm/Segment-Anything-Model/blob/main/SAMDecoder.tflite) |
42
+ | SAMDecoder | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | QNN | 4.318 ms | 4 - 23 MB | FP16 | NPU | [Segment-Anything-Model.so](https://huggingface.co/qualcomm/Segment-Anything-Model/blob/main/SAMDecoder.so) |
43
+ | SAMDecoder | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | ONNX | 7.82 ms | 2 - 57 MB | FP16 | NPU | [Segment-Anything-Model.onnx](https://huggingface.co/qualcomm/Segment-Anything-Model/blob/main/SAMDecoder.onnx) |
44
+ | SAMDecoder | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | TFLITE | 5.108 ms | 0 - 38 MB | FP16 | NPU | [Segment-Anything-Model.tflite](https://huggingface.co/qualcomm/Segment-Anything-Model/blob/main/SAMDecoder.tflite) |
45
+ | SAMDecoder | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | QNN | 4.824 ms | 4 - 46 MB | FP16 | NPU | Use Export Script |
46
+ | SAMDecoder | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | ONNX | 8.303 ms | 2 - 50 MB | FP16 | NPU | [Segment-Anything-Model.onnx](https://huggingface.co/qualcomm/Segment-Anything-Model/blob/main/SAMDecoder.onnx) |
47
+ | SAMDecoder | SA7255P ADP | SA7255P | TFLITE | 53.0 ms | 0 - 31 MB | FP16 | NPU | [Segment-Anything-Model.tflite](https://huggingface.co/qualcomm/Segment-Anything-Model/blob/main/SAMDecoder.tflite) |
48
+ | SAMDecoder | SA7255P ADP | SA7255P | QNN | 49.808 ms | 4 - 11 MB | FP16 | NPU | Use Export Script |
49
+ | SAMDecoder | SA8255 (Proxy) | SA8255P Proxy | TFLITE | 7.476 ms | 0 - 28 MB | FP16 | NPU | [Segment-Anything-Model.tflite](https://huggingface.co/qualcomm/Segment-Anything-Model/blob/main/SAMDecoder.tflite) |
50
+ | SAMDecoder | SA8255 (Proxy) | SA8255P Proxy | QNN | 6.857 ms | 4 - 6 MB | FP16 | NPU | Use Export Script |
51
+ | SAMDecoder | SA8295P ADP | SA8295P | TFLITE | 10.548 ms | 0 - 30 MB | FP16 | NPU | [Segment-Anything-Model.tflite](https://huggingface.co/qualcomm/Segment-Anything-Model/blob/main/SAMDecoder.tflite) |
52
+ | SAMDecoder | SA8295P ADP | SA8295P | QNN | 9.556 ms | 0 - 10 MB | FP16 | NPU | Use Export Script |
53
+ | SAMDecoder | SA8650 (Proxy) | SA8650P Proxy | TFLITE | 7.459 ms | 0 - 35 MB | FP16 | NPU | [Segment-Anything-Model.tflite](https://huggingface.co/qualcomm/Segment-Anything-Model/blob/main/SAMDecoder.tflite) |
54
+ | SAMDecoder | SA8650 (Proxy) | SA8650P Proxy | QNN | 6.875 ms | 4 - 7 MB | FP16 | NPU | Use Export Script |
55
+ | SAMDecoder | SA8775P ADP | SA8775P | TFLITE | 10.483 ms | 0 - 32 MB | FP16 | NPU | [Segment-Anything-Model.tflite](https://huggingface.co/qualcomm/Segment-Anything-Model/blob/main/SAMDecoder.tflite) |
56
+ | SAMDecoder | SA8775P ADP | SA8775P | QNN | 9.676 ms | 0 - 8 MB | FP16 | NPU | Use Export Script |
57
+ | SAMDecoder | QCS8275 (Proxy) | QCS8275 Proxy | TFLITE | 53.0 ms | 0 - 31 MB | FP16 | NPU | [Segment-Anything-Model.tflite](https://huggingface.co/qualcomm/Segment-Anything-Model/blob/main/SAMDecoder.tflite) |
58
+ | SAMDecoder | QCS8275 (Proxy) | QCS8275 Proxy | QNN | 49.808 ms | 4 - 11 MB | FP16 | NPU | Use Export Script |
59
+ | SAMDecoder | QCS8550 (Proxy) | QCS8550 Proxy | TFLITE | 7.463 ms | 0 - 29 MB | FP16 | NPU | [Segment-Anything-Model.tflite](https://huggingface.co/qualcomm/Segment-Anything-Model/blob/main/SAMDecoder.tflite) |
60
+ | SAMDecoder | QCS8550 (Proxy) | QCS8550 Proxy | QNN | 6.851 ms | 4 - 7 MB | FP16 | NPU | Use Export Script |
61
+ | SAMDecoder | QCS9075 (Proxy) | QCS9075 Proxy | TFLITE | 10.483 ms | 0 - 32 MB | FP16 | NPU | [Segment-Anything-Model.tflite](https://huggingface.co/qualcomm/Segment-Anything-Model/blob/main/SAMDecoder.tflite) |
62
+ | SAMDecoder | QCS9075 (Proxy) | QCS9075 Proxy | QNN | 9.676 ms | 0 - 8 MB | FP16 | NPU | Use Export Script |
63
+ | SAMDecoder | QCS8450 (Proxy) | QCS8450 Proxy | TFLITE | 9.166 ms | 0 - 38 MB | FP16 | NPU | [Segment-Anything-Model.tflite](https://huggingface.co/qualcomm/Segment-Anything-Model/blob/main/SAMDecoder.tflite) |
64
+ | SAMDecoder | QCS8450 (Proxy) | QCS8450 Proxy | QNN | 8.229 ms | 4 - 44 MB | FP16 | NPU | Use Export Script |
65
+ | SAMDecoder | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN | 7.424 ms | 4 - 4 MB | FP16 | NPU | Use Export Script |
66
+ | SAMDecoder | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 14.715 ms | 13 - 13 MB | FP16 | NPU | [Segment-Anything-Model.onnx](https://huggingface.co/qualcomm/Segment-Anything-Model/blob/main/SAMDecoder.onnx) |
67
+ | SAMEncoderPart1 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | TFLITE | 208.174 ms | 12 - 78 MB | FP16 | NPU | [Segment-Anything-Model.tflite](https://huggingface.co/qualcomm/Segment-Anything-Model/blob/main/SAMEncoderPart1.tflite) |
68
+ | SAMEncoderPart1 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | QNN | 175.417 ms | 14 - 16 MB | FP16 | NPU | [Segment-Anything-Model.so](https://huggingface.co/qualcomm/Segment-Anything-Model/blob/main/SAMEncoderPart1.so) |
69
+ | SAMEncoderPart1 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | ONNX | 165.892 ms | 24 - 127 MB | FP16 | NPU | [Segment-Anything-Model.onnx](https://huggingface.co/qualcomm/Segment-Anything-Model/blob/main/SAMEncoderPart1.onnx) |
70
+ | SAMEncoderPart1 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | TFLITE | 147.8 ms | 11 - 658 MB | FP16 | NPU | [Segment-Anything-Model.tflite](https://huggingface.co/qualcomm/Segment-Anything-Model/blob/main/SAMEncoderPart1.tflite) |
71
+ | SAMEncoderPart1 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | QNN | 126.997 ms | 12 - 28 MB | FP16 | NPU | [Segment-Anything-Model.so](https://huggingface.co/qualcomm/Segment-Anything-Model/blob/main/SAMEncoderPart1.so) |
72
+ | SAMEncoderPart1 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | ONNX | 122.647 ms | 24 - 694 MB | FP16 | NPU | [Segment-Anything-Model.onnx](https://huggingface.co/qualcomm/Segment-Anything-Model/blob/main/SAMEncoderPart1.onnx) |
73
+ | SAMEncoderPart1 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | TFLITE | 144.144 ms | 10 - 664 MB | FP16 | NPU | [Segment-Anything-Model.tflite](https://huggingface.co/qualcomm/Segment-Anything-Model/blob/main/SAMEncoderPart1.tflite) |
74
+ | SAMEncoderPart1 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | QNN | 141.645 ms | 12 - 659 MB | FP16 | NPU | Use Export Script |
75
+ | SAMEncoderPart1 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | ONNX | 108.212 ms | 23 - 668 MB | FP16 | NPU | [Segment-Anything-Model.onnx](https://huggingface.co/qualcomm/Segment-Anything-Model/blob/main/SAMEncoderPart1.onnx) |
76
+ | SAMEncoderPart1 | SA7255P ADP | SA7255P | TFLITE | 1173.603 ms | 0 - 644 MB | FP16 | NPU | [Segment-Anything-Model.tflite](https://huggingface.co/qualcomm/Segment-Anything-Model/blob/main/SAMEncoderPart1.tflite) |
77
+ | SAMEncoderPart1 | SA7255P ADP | SA7255P | QNN | 1103.265 ms | 4 - 12 MB | FP16 | NPU | Use Export Script |
78
+ | SAMEncoderPart1 | SA8255 (Proxy) | SA8255P Proxy | TFLITE | 209.255 ms | 12 - 69 MB | FP16 | NPU | [Segment-Anything-Model.tflite](https://huggingface.co/qualcomm/Segment-Anything-Model/blob/main/SAMEncoderPart1.tflite) |
79
+ | SAMEncoderPart1 | SA8255 (Proxy) | SA8255P Proxy | QNN | 179.225 ms | 12 - 14 MB | FP16 | NPU | Use Export Script |
80
+ | SAMEncoderPart1 | SA8295P ADP | SA8295P | TFLITE | 242.469 ms | 12 - 640 MB | FP16 | NPU | [Segment-Anything-Model.tflite](https://huggingface.co/qualcomm/Segment-Anything-Model/blob/main/SAMEncoderPart1.tflite) |
81
+ | SAMEncoderPart1 | SA8295P ADP | SA8295P | QNN | 207.255 ms | 0 - 11 MB | FP16 | NPU | Use Export Script |
82
+ | SAMEncoderPart1 | SA8650 (Proxy) | SA8650P Proxy | TFLITE | 208.157 ms | 12 - 69 MB | FP16 | NPU | [Segment-Anything-Model.tflite](https://huggingface.co/qualcomm/Segment-Anything-Model/blob/main/SAMEncoderPart1.tflite) |
83
+ | SAMEncoderPart1 | SA8650 (Proxy) | SA8650P Proxy | QNN | 177.435 ms | 13 - 16 MB | FP16 | NPU | Use Export Script |
84
+ | SAMEncoderPart1 | SA8775P ADP | SA8775P | TFLITE | 249.667 ms | 12 - 656 MB | FP16 | NPU | [Segment-Anything-Model.tflite](https://huggingface.co/qualcomm/Segment-Anything-Model/blob/main/SAMEncoderPart1.tflite) |
85
+ | SAMEncoderPart1 | SA8775P ADP | SA8775P | QNN | 211.757 ms | 1 - 9 MB | FP16 | NPU | Use Export Script |
86
+ | SAMEncoderPart1 | QCS8275 (Proxy) | QCS8275 Proxy | TFLITE | 1173.603 ms | 0 - 644 MB | FP16 | NPU | [Segment-Anything-Model.tflite](https://huggingface.co/qualcomm/Segment-Anything-Model/blob/main/SAMEncoderPart1.tflite) |
87
+ | SAMEncoderPart1 | QCS8275 (Proxy) | QCS8275 Proxy | QNN | 1103.265 ms | 4 - 12 MB | FP16 | NPU | Use Export Script |
88
+ | SAMEncoderPart1 | QCS8550 (Proxy) | QCS8550 Proxy | TFLITE | 207.823 ms | 12 - 76 MB | FP16 | NPU | [Segment-Anything-Model.tflite](https://huggingface.co/qualcomm/Segment-Anything-Model/blob/main/SAMEncoderPart1.tflite) |
89
+ | SAMEncoderPart1 | QCS8550 (Proxy) | QCS8550 Proxy | QNN | 177.311 ms | 12 - 15 MB | FP16 | NPU | Use Export Script |
90
+ | SAMEncoderPart1 | QCS9075 (Proxy) | QCS9075 Proxy | TFLITE | 249.667 ms | 12 - 656 MB | FP16 | NPU | [Segment-Anything-Model.tflite](https://huggingface.co/qualcomm/Segment-Anything-Model/blob/main/SAMEncoderPart1.tflite) |
91
+ | SAMEncoderPart1 | QCS9075 (Proxy) | QCS9075 Proxy | QNN | 211.757 ms | 1 - 9 MB | FP16 | NPU | Use Export Script |
92
+ | SAMEncoderPart1 | QCS8450 (Proxy) | QCS8450 Proxy | TFLITE | 232.379 ms | 12 - 993 MB | FP16 | NPU | [Segment-Anything-Model.tflite](https://huggingface.co/qualcomm/Segment-Anything-Model/blob/main/SAMEncoderPart1.tflite) |
93
+ | SAMEncoderPart1 | QCS8450 (Proxy) | QCS8450 Proxy | QNN | 223.767 ms | 12 - 971 MB | FP16 | NPU | Use Export Script |
94
+ | SAMEncoderPart1 | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN | 174.73 ms | 12 - 12 MB | FP16 | NPU | Use Export Script |
95
+ | SAMEncoderPart1 | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 180.556 ms | 38 - 38 MB | FP16 | NPU | [Segment-Anything-Model.onnx](https://huggingface.co/qualcomm/Segment-Anything-Model/blob/main/SAMEncoderPart1.onnx) |
96
+ | SAMEncoderPart2 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | TFLITE | 663.719 ms | 12 - 112 MB | FP16 | NPU | [Segment-Anything-Model.tflite](https://huggingface.co/qualcomm/Segment-Anything-Model/blob/main/SAMEncoderPart2.tflite) |
97
+ | SAMEncoderPart2 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | QNN | 733.441 ms | 13 - 15 MB | FP16 | NPU | [Segment-Anything-Model.so](https://huggingface.co/qualcomm/Segment-Anything-Model/blob/main/SAMEncoderPart2.so) |
98
+ | SAMEncoderPart2 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | ONNX | 749.685 ms | 18 - 220 MB | FP16 | NPU | [Segment-Anything-Model.onnx](https://huggingface.co/qualcomm/Segment-Anything-Model/blob/main/SAMEncoderPart2.onnx) |
99
+ | SAMEncoderPart2 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | QNN | 545.405 ms | 12 - 28 MB | FP16 | NPU | [Segment-Anything-Model.so](https://huggingface.co/qualcomm/Segment-Anything-Model/blob/main/SAMEncoderPart2.so) |
100
+ | SAMEncoderPart2 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | ONNX | 591.244 ms | 24 - 1422 MB | FP16 | NPU | [Segment-Anything-Model.onnx](https://huggingface.co/qualcomm/Segment-Anything-Model/blob/main/SAMEncoderPart2.onnx) |
101
+ | SAMEncoderPart2 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | TFLITE | 473.547 ms | 11 - 1142 MB | FP16 | NPU | [Segment-Anything-Model.tflite](https://huggingface.co/qualcomm/Segment-Anything-Model/blob/main/SAMEncoderPart2.tflite) |
102
+ | SAMEncoderPart2 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | QNN | 527.677 ms | 12 - 1112 MB | FP16 | NPU | Use Export Script |
103
+ | SAMEncoderPart2 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | ONNX | 460.831 ms | 36 - 1406 MB | FP16 | NPU | [Segment-Anything-Model.onnx](https://huggingface.co/qualcomm/Segment-Anything-Model/blob/main/SAMEncoderPart2.onnx) |
104
+ | SAMEncoderPart2 | SA7255P ADP | SA7255P | QNN | 1885.474 ms | 4 - 11 MB | FP16 | NPU | Use Export Script |
105
+ | SAMEncoderPart2 | SA8255 (Proxy) | SA8255P Proxy | TFLITE | 656.701 ms | 11 - 93 MB | FP16 | NPU | [Segment-Anything-Model.tflite](https://huggingface.co/qualcomm/Segment-Anything-Model/blob/main/SAMEncoderPart2.tflite) |
106
+ | SAMEncoderPart2 | SA8255 (Proxy) | SA8255P Proxy | QNN | 731.619 ms | 12 - 15 MB | FP16 | NPU | Use Export Script |
107
+ | SAMEncoderPart2 | SA8295P ADP | SA8295P | TFLITE | 707.412 ms | 12 - 1172 MB | FP16 | NPU | [Segment-Anything-Model.tflite](https://huggingface.co/qualcomm/Segment-Anything-Model/blob/main/SAMEncoderPart2.tflite) |
108
+ | SAMEncoderPart2 | SA8295P ADP | SA8295P | QNN | 786.133 ms | 0 - 11 MB | FP16 | NPU | Use Export Script |
109
+ | SAMEncoderPart2 | SA8650 (Proxy) | SA8650P Proxy | TFLITE | 684.922 ms | 12 - 104 MB | FP16 | NPU | [Segment-Anything-Model.tflite](https://huggingface.co/qualcomm/Segment-Anything-Model/blob/main/SAMEncoderPart2.tflite) |
110
+ | SAMEncoderPart2 | SA8650 (Proxy) | SA8650P Proxy | QNN | 737.991 ms | 12 - 14 MB | FP16 | NPU | Use Export Script |
111
+ | SAMEncoderPart2 | SA8775P ADP | SA8775P | TFLITE | 702.795 ms | 0 - 1144 MB | FP16 | NPU | [Segment-Anything-Model.tflite](https://huggingface.co/qualcomm/Segment-Anything-Model/blob/main/SAMEncoderPart2.tflite) |
112
+ | SAMEncoderPart2 | SA8775P ADP | SA8775P | QNN | 740.054 ms | 2 - 8 MB | FP16 | NPU | Use Export Script |
113
+ | SAMEncoderPart2 | QCS8275 (Proxy) | QCS8275 Proxy | QNN | 1885.474 ms | 4 - 11 MB | FP16 | NPU | Use Export Script |
114
+ | SAMEncoderPart2 | QCS8550 (Proxy) | QCS8550 Proxy | TFLITE | 653.785 ms | 12 - 103 MB | FP16 | NPU | [Segment-Anything-Model.tflite](https://huggingface.co/qualcomm/Segment-Anything-Model/blob/main/SAMEncoderPart2.tflite) |
115
+ | SAMEncoderPart2 | QCS8550 (Proxy) | QCS8550 Proxy | QNN | 734.787 ms | 12 - 14 MB | FP16 | NPU | Use Export Script |
116
+ | SAMEncoderPart2 | QCS9075 (Proxy) | QCS9075 Proxy | TFLITE | 702.795 ms | 0 - 1144 MB | FP16 | NPU | [Segment-Anything-Model.tflite](https://huggingface.co/qualcomm/Segment-Anything-Model/blob/main/SAMEncoderPart2.tflite) |
117
+ | SAMEncoderPart2 | QCS9075 (Proxy) | QCS9075 Proxy | QNN | 740.054 ms | 2 - 8 MB | FP16 | NPU | Use Export Script |
118
+ | SAMEncoderPart2 | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN | 633.697 ms | 12 - 12 MB | FP16 | NPU | Use Export Script |
119
+ | SAMEncoderPart2 | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 745.618 ms | 53 - 53 MB | FP16 | NPU | [Segment-Anything-Model.onnx](https://huggingface.co/qualcomm/Segment-Anything-Model/blob/main/SAMEncoderPart2.onnx) |
120
+ | SAMEncoderPart3 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | TFLITE | 669.851 ms | 12 - 110 MB | FP16 | NPU | [Segment-Anything-Model.tflite](https://huggingface.co/qualcomm/Segment-Anything-Model/blob/main/SAMEncoderPart3.tflite) |
121
+ | SAMEncoderPart3 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | QNN | 741.286 ms | 12 - 15 MB | FP16 | NPU | [Segment-Anything-Model.so](https://huggingface.co/qualcomm/Segment-Anything-Model/blob/main/SAMEncoderPart3.so) |
122
+ | SAMEncoderPart3 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | ONNX | 748.764 ms | 0 - 183 MB | FP16 | NPU | [Segment-Anything-Model.onnx](https://huggingface.co/qualcomm/Segment-Anything-Model/blob/main/SAMEncoderPart3.onnx) |
123
+ | SAMEncoderPart3 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | QNN | 545.914 ms | 12 - 27 MB | FP16 | NPU | [Segment-Anything-Model.so](https://huggingface.co/qualcomm/Segment-Anything-Model/blob/main/SAMEncoderPart3.so) |
124
+ | SAMEncoderPart3 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | ONNX | 580.246 ms | 36 - 1433 MB | FP16 | NPU | [Segment-Anything-Model.onnx](https://huggingface.co/qualcomm/Segment-Anything-Model/blob/main/SAMEncoderPart3.onnx) |
125
+ | SAMEncoderPart3 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | TFLITE | 428.668 ms | 11 - 1141 MB | FP16 | NPU | [Segment-Anything-Model.tflite](https://huggingface.co/qualcomm/Segment-Anything-Model/blob/main/SAMEncoderPart3.tflite) |
126
+ | SAMEncoderPart3 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | QNN | 576.105 ms | 12 - 1112 MB | FP16 | NPU | Use Export Script |
127
+ | SAMEncoderPart3 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | ONNX | 459.599 ms | 35 - 1408 MB | FP16 | NPU | [Segment-Anything-Model.onnx](https://huggingface.co/qualcomm/Segment-Anything-Model/blob/main/SAMEncoderPart3.onnx) |
128
+ | SAMEncoderPart3 | SA7255P ADP | SA7255P | QNN | 1886.342 ms | 4 - 10 MB | FP16 | NPU | Use Export Script |
129
+ | SAMEncoderPart3 | SA8255 (Proxy) | SA8255P Proxy | TFLITE | 664.029 ms | 12 - 111 MB | FP16 | NPU | [Segment-Anything-Model.tflite](https://huggingface.co/qualcomm/Segment-Anything-Model/blob/main/SAMEncoderPart3.tflite) |
130
+ | SAMEncoderPart3 | SA8255 (Proxy) | SA8255P Proxy | QNN | 741.521 ms | 12 - 15 MB | FP16 | NPU | Use Export Script |
131
+ | SAMEncoderPart3 | SA8295P ADP | SA8295P | TFLITE | 707.193 ms | 12 - 1175 MB | FP16 | NPU | [Segment-Anything-Model.tflite](https://huggingface.co/qualcomm/Segment-Anything-Model/blob/main/SAMEncoderPart3.tflite) |
132
+ | SAMEncoderPart3 | SA8295P ADP | SA8295P | QNN | 784.205 ms | 0 - 11 MB | FP16 | NPU | Use Export Script |
133
+ | SAMEncoderPart3 | SA8650 (Proxy) | SA8650P Proxy | TFLITE | 672.362 ms | 12 - 105 MB | FP16 | NPU | [Segment-Anything-Model.tflite](https://huggingface.co/qualcomm/Segment-Anything-Model/blob/main/SAMEncoderPart3.tflite) |
134
+ | SAMEncoderPart3 | SA8650 (Proxy) | SA8650P Proxy | QNN | 737.027 ms | 12 - 15 MB | FP16 | NPU | Use Export Script |
135
+ | SAMEncoderPart3 | SA8775P ADP | SA8775P | TFLITE | 703.475 ms | 0 - 1144 MB | FP16 | NPU | [Segment-Anything-Model.tflite](https://huggingface.co/qualcomm/Segment-Anything-Model/blob/main/SAMEncoderPart3.tflite) |
136
+ | SAMEncoderPart3 | SA8775P ADP | SA8775P | QNN | 738.516 ms | 1 - 9 MB | FP16 | NPU | Use Export Script |
137
+ | SAMEncoderPart3 | QCS8275 (Proxy) | QCS8275 Proxy | QNN | 1886.342 ms | 4 - 10 MB | FP16 | NPU | Use Export Script |
138
+ | SAMEncoderPart3 | QCS8550 (Proxy) | QCS8550 Proxy | TFLITE | 666.947 ms | 12 - 103 MB | FP16 | NPU | [Segment-Anything-Model.tflite](https://huggingface.co/qualcomm/Segment-Anything-Model/blob/main/SAMEncoderPart3.tflite) |
139
+ | SAMEncoderPart3 | QCS8550 (Proxy) | QCS8550 Proxy | QNN | 738.236 ms | 12 - 15 MB | FP16 | NPU | Use Export Script |
140
+ | SAMEncoderPart3 | QCS9075 (Proxy) | QCS9075 Proxy | TFLITE | 703.475 ms | 0 - 1144 MB | FP16 | NPU | [Segment-Anything-Model.tflite](https://huggingface.co/qualcomm/Segment-Anything-Model/blob/main/SAMEncoderPart3.tflite) |
141
+ | SAMEncoderPart3 | QCS9075 (Proxy) | QCS9075 Proxy | QNN | 738.516 ms | 1 - 9 MB | FP16 | NPU | Use Export Script |
142
+ | SAMEncoderPart3 | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN | 644.658 ms | 12 - 12 MB | FP16 | NPU | Use Export Script |
143
+ | SAMEncoderPart3 | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 751.206 ms | 51 - 51 MB | FP16 | NPU | [Segment-Anything-Model.onnx](https://huggingface.co/qualcomm/Segment-Anything-Model/blob/main/SAMEncoderPart3.onnx) |
144
+ | SAMEncoderPart4 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | TFLITE | 674.618 ms | 12 - 104 MB | FP16 | NPU | [Segment-Anything-Model.tflite](https://huggingface.co/qualcomm/Segment-Anything-Model/blob/main/SAMEncoderPart4.tflite) |
145
+ | SAMEncoderPart4 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | QNN | 746.674 ms | 12 - 14 MB | FP16 | NPU | [Segment-Anything-Model.so](https://huggingface.co/qualcomm/Segment-Anything-Model/blob/main/SAMEncoderPart4.so) |
146
+ | SAMEncoderPart4 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | ONNX | 736.999 ms | 24 - 228 MB | FP16 | NPU | [Segment-Anything-Model.onnx](https://huggingface.co/qualcomm/Segment-Anything-Model/blob/main/SAMEncoderPart4.onnx) |
147
+ | SAMEncoderPart4 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | QNN | 545.535 ms | 12 - 28 MB | FP16 | NPU | [Segment-Anything-Model.so](https://huggingface.co/qualcomm/Segment-Anything-Model/blob/main/SAMEncoderPart4.so) |
148
+ | SAMEncoderPart4 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | ONNX | 585.741 ms | 35 - 1436 MB | FP16 | NPU | [Segment-Anything-Model.onnx](https://huggingface.co/qualcomm/Segment-Anything-Model/blob/main/SAMEncoderPart4.onnx) |
149
+ | SAMEncoderPart4 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | TFLITE | 472.497 ms | 11 - 1140 MB | FP16 | NPU | [Segment-Anything-Model.tflite](https://huggingface.co/qualcomm/Segment-Anything-Model/blob/main/SAMEncoderPart4.tflite) |
150
+ | SAMEncoderPart4 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | QNN | 530.712 ms | 12 - 1113 MB | FP16 | NPU | Use Export Script |
151
+ | SAMEncoderPart4 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | ONNX | 439.426 ms | 36 - 1409 MB | FP16 | NPU | [Segment-Anything-Model.onnx](https://huggingface.co/qualcomm/Segment-Anything-Model/blob/main/SAMEncoderPart4.onnx) |
152
+ | SAMEncoderPart4 | SA7255P ADP | SA7255P | QNN | 1884.573 ms | 0 - 9 MB | FP16 | NPU | Use Export Script |
153
+ | SAMEncoderPart4 | SA8255 (Proxy) | SA8255P Proxy | TFLITE | 653.028 ms | 12 - 103 MB | FP16 | NPU | [Segment-Anything-Model.tflite](https://huggingface.co/qualcomm/Segment-Anything-Model/blob/main/SAMEncoderPart4.tflite) |
154
+ | SAMEncoderPart4 | SA8255 (Proxy) | SA8255P Proxy | QNN | 744.778 ms | 12 - 15 MB | FP16 | NPU | Use Export Script |
155
+ | SAMEncoderPart4 | SA8295P ADP | SA8295P | TFLITE | 705.387 ms | 12 - 1174 MB | FP16 | NPU | [Segment-Anything-Model.tflite](https://huggingface.co/qualcomm/Segment-Anything-Model/blob/main/SAMEncoderPart4.tflite) |
156
+ | SAMEncoderPart4 | SA8295P ADP | SA8295P | QNN | 782.232 ms | 0 - 11 MB | FP16 | NPU | Use Export Script |
157
+ | SAMEncoderPart4 | SA8650 (Proxy) | SA8650P Proxy | TFLITE | 656.723 ms | 12 - 112 MB | FP16 | NPU | [Segment-Anything-Model.tflite](https://huggingface.co/qualcomm/Segment-Anything-Model/blob/main/SAMEncoderPart4.tflite) |
158
+ | SAMEncoderPart4 | SA8650 (Proxy) | SA8650P Proxy | QNN | 749.36 ms | 14 - 16 MB | FP16 | NPU | Use Export Script |
159
+ | SAMEncoderPart4 | SA8775P ADP | SA8775P | TFLITE | 711.855 ms | 0 - 1145 MB | FP16 | NPU | [Segment-Anything-Model.tflite](https://huggingface.co/qualcomm/Segment-Anything-Model/blob/main/SAMEncoderPart4.tflite) |
160
+ | SAMEncoderPart4 | SA8775P ADP | SA8775P | QNN | 740.717 ms | 1 - 9 MB | FP16 | NPU | Use Export Script |
161
+ | SAMEncoderPart4 | QCS8275 (Proxy) | QCS8275 Proxy | QNN | 1884.573 ms | 0 - 9 MB | FP16 | NPU | Use Export Script |
162
+ | SAMEncoderPart4 | QCS8550 (Proxy) | QCS8550 Proxy | TFLITE | 660.012 ms | 12 - 104 MB | FP16 | NPU | [Segment-Anything-Model.tflite](https://huggingface.co/qualcomm/Segment-Anything-Model/blob/main/SAMEncoderPart4.tflite) |
163
+ | SAMEncoderPart4 | QCS8550 (Proxy) | QCS8550 Proxy | QNN | 746.363 ms | 12 - 14 MB | FP16 | NPU | Use Export Script |
164
+ | SAMEncoderPart4 | QCS9075 (Proxy) | QCS9075 Proxy | TFLITE | 711.855 ms | 0 - 1145 MB | FP16 | NPU | [Segment-Anything-Model.tflite](https://huggingface.co/qualcomm/Segment-Anything-Model/blob/main/SAMEncoderPart4.tflite) |
165
+ | SAMEncoderPart4 | QCS9075 (Proxy) | QCS9075 Proxy | QNN | 740.717 ms | 1 - 9 MB | FP16 | NPU | Use Export Script |
166
+ | SAMEncoderPart4 | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN | 623.063 ms | 12 - 12 MB | FP16 | NPU | Use Export Script |
167
+ | SAMEncoderPart4 | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 734.372 ms | 51 - 51 MB | FP16 | NPU | [Segment-Anything-Model.onnx](https://huggingface.co/qualcomm/Segment-Anything-Model/blob/main/SAMEncoderPart4.onnx) |
168
+ | SAMEncoderPart5 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | TFLITE | 663.865 ms | 12 - 104 MB | FP16 | NPU | [Segment-Anything-Model.tflite](https://huggingface.co/qualcomm/Segment-Anything-Model/blob/main/SAMEncoderPart5.tflite) |
169
+ | SAMEncoderPart5 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | QNN | 745.203 ms | 12 - 15 MB | FP16 | NPU | [Segment-Anything-Model.so](https://huggingface.co/qualcomm/Segment-Anything-Model/blob/main/SAMEncoderPart5.so) |
170
+ | SAMEncoderPart5 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | ONNX | 738.266 ms | 24 - 216 MB | FP16 | NPU | [Segment-Anything-Model.onnx](https://huggingface.co/qualcomm/Segment-Anything-Model/blob/main/SAMEncoderPart5.onnx) |
171
+ | SAMEncoderPart5 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | QNN | 544.125 ms | 12 - 27 MB | FP16 | NPU | [Segment-Anything-Model.so](https://huggingface.co/qualcomm/Segment-Anything-Model/blob/main/SAMEncoderPart5.so) |
172
+ | SAMEncoderPart5 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | ONNX | 588.519 ms | 23 - 1423 MB | FP16 | NPU | [Segment-Anything-Model.onnx](https://huggingface.co/qualcomm/Segment-Anything-Model/blob/main/SAMEncoderPart5.onnx) |
173
+ | SAMEncoderPart5 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | TFLITE | 427.751 ms | 12 - 1142 MB | FP16 | NPU | [Segment-Anything-Model.tflite](https://huggingface.co/qualcomm/Segment-Anything-Model/blob/main/SAMEncoderPart5.tflite) |
174
+ | SAMEncoderPart5 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | QNN | 580.371 ms | 12 - 1111 MB | FP16 | NPU | Use Export Script |
175
+ | SAMEncoderPart5 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | ONNX | 462.137 ms | 24 - 1397 MB | FP16 | NPU | [Segment-Anything-Model.onnx](https://huggingface.co/qualcomm/Segment-Anything-Model/blob/main/SAMEncoderPart5.onnx) |
176
+ | SAMEncoderPart5 | SA8255 (Proxy) | SA8255P Proxy | TFLITE | 674.516 ms | 12 - 109 MB | FP16 | NPU | [Segment-Anything-Model.tflite](https://huggingface.co/qualcomm/Segment-Anything-Model/blob/main/SAMEncoderPart5.tflite) |
177
+ | SAMEncoderPart5 | SA8255 (Proxy) | SA8255P Proxy | QNN | 727.73 ms | 12 - 15 MB | FP16 | NPU | Use Export Script |
178
+ | SAMEncoderPart5 | SA8295P ADP | SA8295P | TFLITE | 706.687 ms | 12 - 1172 MB | FP16 | NPU | [Segment-Anything-Model.tflite](https://huggingface.co/qualcomm/Segment-Anything-Model/blob/main/SAMEncoderPart5.tflite) |
179
+ | SAMEncoderPart5 | SA8295P ADP | SA8295P | QNN | 784.357 ms | 0 - 10 MB | FP16 | NPU | Use Export Script |
180
+ | SAMEncoderPart5 | SA8650 (Proxy) | SA8650P Proxy | TFLITE | 655.632 ms | 12 - 103 MB | FP16 | NPU | [Segment-Anything-Model.tflite](https://huggingface.co/qualcomm/Segment-Anything-Model/blob/main/SAMEncoderPart5.tflite) |
181
+ | SAMEncoderPart5 | SA8650 (Proxy) | SA8650P Proxy | QNN | 735.971 ms | 16 - 18 MB | FP16 | NPU | Use Export Script |
182
+ | SAMEncoderPart5 | SA8775P ADP | SA8775P | TFLITE | 703.846 ms | 0 - 1145 MB | FP16 | NPU | [Segment-Anything-Model.tflite](https://huggingface.co/qualcomm/Segment-Anything-Model/blob/main/SAMEncoderPart5.tflite) |
183
+ | SAMEncoderPart5 | SA8775P ADP | SA8775P | QNN | 740.709 ms | 1 - 8 MB | FP16 | NPU | Use Export Script |
184
+ | SAMEncoderPart5 | QCS8550 (Proxy) | QCS8550 Proxy | TFLITE | 671.243 ms | 12 - 104 MB | FP16 | NPU | [Segment-Anything-Model.tflite](https://huggingface.co/qualcomm/Segment-Anything-Model/blob/main/SAMEncoderPart5.tflite) |
185
+ | SAMEncoderPart5 | QCS8550 (Proxy) | QCS8550 Proxy | QNN | 742.409 ms | 12 - 14 MB | FP16 | NPU | Use Export Script |
186
+ | SAMEncoderPart5 | QCS9075 (Proxy) | QCS9075 Proxy | TFLITE | 703.846 ms | 0 - 1145 MB | FP16 | NPU | [Segment-Anything-Model.tflite](https://huggingface.co/qualcomm/Segment-Anything-Model/blob/main/SAMEncoderPart5.tflite) |
187
+ | SAMEncoderPart5 | QCS9075 (Proxy) | QCS9075 Proxy | QNN | 740.709 ms | 1 - 8 MB | FP16 | NPU | Use Export Script |
188
+ | SAMEncoderPart5 | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN | 624.498 ms | 12 - 12 MB | FP16 | NPU | Use Export Script |
189
+ | SAMEncoderPart5 | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 731.48 ms | 53 - 53 MB | FP16 | NPU | [Segment-Anything-Model.onnx](https://huggingface.co/qualcomm/Segment-Anything-Model/blob/main/SAMEncoderPart5.onnx) |
190
+ | SAMEncoderPart6 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | TFLITE | 676.887 ms | 12 - 104 MB | FP16 | NPU | [Segment-Anything-Model.tflite](https://huggingface.co/qualcomm/Segment-Anything-Model/blob/main/SAMEncoderPart6.tflite) |
191
+ | SAMEncoderPart6 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | QNN | 745.987 ms | 12 - 15 MB | FP16 | NPU | [Segment-Anything-Model.so](https://huggingface.co/qualcomm/Segment-Anything-Model/blob/main/SAMEncoderPart6.so) |
192
+ | SAMEncoderPart6 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | ONNX | 742.01 ms | 12 - 209 MB | FP16 | NPU | [Segment-Anything-Model.onnx](https://huggingface.co/qualcomm/Segment-Anything-Model/blob/main/SAMEncoderPart6.onnx) |
193
+ | SAMEncoderPart6 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | QNN | 544.172 ms | 12 - 28 MB | FP16 | NPU | [Segment-Anything-Model.so](https://huggingface.co/qualcomm/Segment-Anything-Model/blob/main/SAMEncoderPart6.so) |
194
+ | SAMEncoderPart6 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | ONNX | 589.508 ms | 32 - 1433 MB | FP16 | NPU | [Segment-Anything-Model.onnx](https://huggingface.co/qualcomm/Segment-Anything-Model/blob/main/SAMEncoderPart6.onnx) |
195
+ | SAMEncoderPart6 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | TFLITE | 430.345 ms | 11 - 1139 MB | FP16 | NPU | [Segment-Anything-Model.tflite](https://huggingface.co/qualcomm/Segment-Anything-Model/blob/main/SAMEncoderPart6.tflite) |
196
+ | SAMEncoderPart6 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | QNN | 569.23 ms | 12 - 1111 MB | FP16 | NPU | Use Export Script |
197
+ | SAMEncoderPart6 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | ONNX | 460.98 ms | 36 - 1407 MB | FP16 | NPU | [Segment-Anything-Model.onnx](https://huggingface.co/qualcomm/Segment-Anything-Model/blob/main/SAMEncoderPart6.onnx) |
198
+ | SAMEncoderPart6 | SA8255 (Proxy) | SA8255P Proxy | TFLITE | 669.101 ms | 12 - 113 MB | FP16 | NPU | [Segment-Anything-Model.tflite](https://huggingface.co/qualcomm/Segment-Anything-Model/blob/main/SAMEncoderPart6.tflite) |
199
+ | SAMEncoderPart6 | SA8255 (Proxy) | SA8255P Proxy | QNN | 746.045 ms | 12 - 15 MB | FP16 | NPU | Use Export Script |
200
+ | SAMEncoderPart6 | SA8295P ADP | SA8295P | TFLITE | 708.764 ms | 12 - 1174 MB | FP16 | NPU | [Segment-Anything-Model.tflite](https://huggingface.co/qualcomm/Segment-Anything-Model/blob/main/SAMEncoderPart6.tflite) |
201
+ | SAMEncoderPart6 | SA8295P ADP | SA8295P | QNN | 783.365 ms | 0 - 11 MB | FP16 | NPU | Use Export Script |
202
+ | SAMEncoderPart6 | SA8650 (Proxy) | SA8650P Proxy | TFLITE | 633.429 ms | 12 - 104 MB | FP16 | NPU | [Segment-Anything-Model.tflite](https://huggingface.co/qualcomm/Segment-Anything-Model/blob/main/SAMEncoderPart6.tflite) |
203
+ | SAMEncoderPart6 | SA8650 (Proxy) | SA8650P Proxy | QNN | 749.732 ms | 12 - 14 MB | FP16 | NPU | Use Export Script |
204
+ | SAMEncoderPart6 | SA8775P ADP | SA8775P | TFLITE | 711.885 ms | 0 - 1144 MB | FP16 | NPU | [Segment-Anything-Model.tflite](https://huggingface.co/qualcomm/Segment-Anything-Model/blob/main/SAMEncoderPart6.tflite) |
205
+ | SAMEncoderPart6 | QCS8550 (Proxy) | QCS8550 Proxy | TFLITE | 674.605 ms | 12 - 114 MB | FP16 | NPU | [Segment-Anything-Model.tflite](https://huggingface.co/qualcomm/Segment-Anything-Model/blob/main/SAMEncoderPart6.tflite) |
206
+ | SAMEncoderPart6 | QCS8550 (Proxy) | QCS8550 Proxy | QNN | 741.375 ms | 12 - 14 MB | FP16 | NPU | Use Export Script |
207
+ | SAMEncoderPart6 | QCS9075 (Proxy) | QCS9075 Proxy | TFLITE | 711.885 ms | 0 - 1144 MB | FP16 | NPU | [Segment-Anything-Model.tflite](https://huggingface.co/qualcomm/Segment-Anything-Model/blob/main/SAMEncoderPart6.tflite) |
208
+ | SAMEncoderPart6 | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN | 641.457 ms | 12 - 12 MB | FP16 | NPU | Use Export Script |
209
+ | SAMEncoderPart6 | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 736.709 ms | 51 - 51 MB | FP16 | NPU | [Segment-Anything-Model.onnx](https://huggingface.co/qualcomm/Segment-Anything-Model/blob/main/SAMEncoderPart6.onnx) |
210
 
211
 
212
 
 
270
  SAMDecoder
271
  Device : Samsung Galaxy S23 (13)
272
  Runtime : TFLITE
273
+ Estimated inference time (ms) : 7.5
274
+ Estimated peak memory usage (MB): [0, 32]
275
  Total # Ops : 845
276
  Compute Unit(s) : NPU (845 ops)
277
 
 
279
  SAMEncoderPart1
280
  Device : Samsung Galaxy S23 (13)
281
  Runtime : TFLITE
282
+ Estimated inference time (ms) : 208.2
283
+ Estimated peak memory usage (MB): [12, 78]
284
  Total # Ops : 584
285
  Compute Unit(s) : NPU (584 ops)
286
 
 
288
  SAMEncoderPart2
289
  Device : Samsung Galaxy S23 (13)
290
  Runtime : TFLITE
291
+ Estimated inference time (ms) : 663.7
292
+ Estimated peak memory usage (MB): [12, 112]
293
  Total # Ops : 572
294
  Compute Unit(s) : NPU (572 ops)
295
 
 
297
  SAMEncoderPart3
298
  Device : Samsung Galaxy S23 (13)
299
  Runtime : TFLITE
300
+ Estimated inference time (ms) : 669.9
301
  Estimated peak memory usage (MB): [12, 110]
302
  Total # Ops : 572
303
  Compute Unit(s) : NPU (572 ops)
 
306
  SAMEncoderPart4
307
  Device : Samsung Galaxy S23 (13)
308
  Runtime : TFLITE
309
+ Estimated inference time (ms) : 674.6
310
+ Estimated peak memory usage (MB): [12, 104]
311
  Total # Ops : 572
312
  Compute Unit(s) : NPU (572 ops)
313
 
 
315
  SAMEncoderPart5
316
  Device : Samsung Galaxy S23 (13)
317
  Runtime : TFLITE
318
+ Estimated inference time (ms) : 663.9
319
  Estimated peak memory usage (MB): [12, 104]
320
  Total # Ops : 572
321
  Compute Unit(s) : NPU (572 ops)
 
324
  SAMEncoderPart6
325
  Device : Samsung Galaxy S23 (13)
326
  Runtime : TFLITE
327
+ Estimated inference time (ms) : 676.9
328
+ Estimated peak memory usage (MB): [12, 104]
329
+ Total # Ops : 573
330
+ Compute Unit(s) : NPU (573 ops)
331
  ```
332
 
333