Hugging Face's logo

qualcomm
/
Segment-Anything-Model

Image Segmentation
PyTorch
LiteRT
ONNX
foundation
android
Model card Files Community
qaihm-bot commited on
Commit
c70db3b
·
verified ·
1 Parent(s): 7744f5d

Upload README.md with huggingface_hub

Browse files
Files changed (1) hide show
  1. README.md +216 -186
README.md CHANGED
@@ -35,178 +35,208 @@ 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 | 7.455 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
 
@@ -270,8 +300,8 @@ Profiling Results
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
 
@@ -279,8 +309,8 @@ Compute Unit(s) : NPU (845 ops)
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
 
@@ -288,8 +318,8 @@ Compute Unit(s) : NPU (584 ops)
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
 
@@ -297,8 +327,8 @@ Compute Unit(s) : NPU (572 ops)
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)
304
 
@@ -306,8 +336,8 @@ 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
 
@@ -315,8 +345,8 @@ Compute Unit(s) : NPU (572 ops)
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)
322
 
@@ -324,8 +354,8 @@ 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
  ```
 
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 | 7.368 ms | 0 - 29 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 | 6.139 ms | 4 - 7 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 | 8.724 ms | 3 - 59 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 | 5.183 ms | 0 - 47 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 | 4.206 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 | 5.79 ms | 4 - 65 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 | 5.19 ms | 0 - 45 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 | 4.385 ms | 4 - 42 MB | FP16 | NPU | Use Export Script |
46
+ | SAMDecoder | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | ONNX | 5.586 ms | 6 - 59 MB | FP16 | NPU | [Segment-Anything-Model.onnx](https://huggingface.co/qualcomm/Segment-Anything-Model/blob/main/SAMDecoder.onnx) |
47
+ | SAMDecoder | SA7255P ADP | SA7255P | TFLITE | 53.085 ms | 0 - 40 MB | FP16 | NPU | [Segment-Anything-Model.tflite](https://huggingface.co/qualcomm/Segment-Anything-Model/blob/main/SAMDecoder.tflite) |
48
+ | SAMDecoder | SA7255P ADP | SA7255P | QNN | 48.936 ms | 1 - 8 MB | FP16 | NPU | Use Export Script |
49
+ | SAMDecoder | SA8255 (Proxy) | SA8255P Proxy | TFLITE | 7.379 ms | 0 - 32 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 | 6.142 ms | 4 - 7 MB | FP16 | NPU | Use Export Script |
51
+ | SAMDecoder | SA8295P ADP | SA8295P | TFLITE | 9.633 ms | 0 - 38 MB | FP16 | NPU | [Segment-Anything-Model.tflite](https://huggingface.co/qualcomm/Segment-Anything-Model/blob/main/SAMDecoder.tflite) |
52
+ | SAMDecoder | SA8295P ADP | SA8295P | QNN | 7.489 ms | 0 - 14 MB | FP16 | NPU | Use Export Script |
53
+ | SAMDecoder | SA8650 (Proxy) | SA8650P Proxy | TFLITE | 7.374 ms | 0 - 28 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 | 6.18 ms | 4 - 6 MB | FP16 | NPU | Use Export Script |
55
+ | SAMDecoder | SA8775P ADP | SA8775P | TFLITE | 10.424 ms | 0 - 40 MB | FP16 | NPU | [Segment-Anything-Model.tflite](https://huggingface.co/qualcomm/Segment-Anything-Model/blob/main/SAMDecoder.tflite) |
56
+ | SAMDecoder | SA8775P ADP | SA8775P | QNN | 8.823 ms | 1 - 11 MB | FP16 | NPU | Use Export Script |
57
+ | SAMDecoder | QCS8275 (Proxy) | QCS8275 Proxy | TFLITE | 53.085 ms | 0 - 40 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 | 48.936 ms | 1 - 8 MB | FP16 | NPU | Use Export Script |
59
+ | SAMDecoder | QCS8550 (Proxy) | QCS8550 Proxy | TFLITE | 7.377 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 | 6.15 ms | 4 - 7 MB | FP16 | NPU | Use Export Script |
61
+ | SAMDecoder | QCS9075 (Proxy) | QCS9075 Proxy | TFLITE | 10.424 ms | 0 - 40 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 | 8.823 ms | 1 - 11 MB | FP16 | NPU | Use Export Script |
63
+ | SAMDecoder | QCS8450 (Proxy) | QCS8450 Proxy | TFLITE | 8.425 ms | 0 - 43 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 | 7.554 ms | 4 - 40 MB | FP16 | NPU | Use Export Script |
65
+ | SAMDecoder | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN | 6.804 ms | 4 - 4 MB | FP16 | NPU | Use Export Script |
66
+ | SAMDecoder | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 8.733 ms | 11 - 11 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 | 248.723 ms | 12 - 110 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 | 217.855 ms | 12 - 15 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 | 244.864 ms | 10 - 214 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 | 171.86 ms | 9 - 940 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 | 150.079 ms | 12 - 31 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 | 172.144 ms | 35 - 947 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 | 147.045 ms | 11 - 926 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 | 176.233 ms | 12 - 890 MB | FP16 | NPU | Use Export Script |
75
+ | SAMEncoderPart1 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | ONNX | 181.035 ms | 36 - 908 MB | FP16 | NPU | [Segment-Anything-Model.onnx](https://huggingface.co/qualcomm/Segment-Anything-Model/blob/main/SAMEncoderPart1.onnx) |
76
+ | SAMEncoderPart1 | SA7255P ADP | SA7255P | TFLITE | 1332.42 ms | 0 - 914 MB | FP16 | NPU | [Segment-Anything-Model.tflite](https://huggingface.co/qualcomm/Segment-Anything-Model/blob/main/SAMEncoderPart1.tflite) |
77
+ | SAMEncoderPart1 | SA7255P ADP | SA7255P | QNN | 1261.003 ms | 12 - 19 MB | FP16 | NPU | Use Export Script |
78
+ | SAMEncoderPart1 | SA8255 (Proxy) | SA8255P Proxy | TFLITE | 248.72 ms | 12 - 120 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 | 218.365 ms | 12 - 15 MB | FP16 | NPU | Use Export Script |
80
+ | SAMEncoderPart1 | SA8295P ADP | SA8295P | TFLITE | 293.443 ms | 10 - 886 MB | FP16 | NPU | [Segment-Anything-Model.tflite](https://huggingface.co/qualcomm/Segment-Anything-Model/blob/main/SAMEncoderPart1.tflite) |
81
+ | SAMEncoderPart1 | SA8295P ADP | SA8295P | QNN | 251.686 ms | 0 - 15 MB | FP16 | NPU | Use Export Script |
82
+ | SAMEncoderPart1 | SA8650 (Proxy) | SA8650P Proxy | TFLITE | 247.555 ms | 12 - 114 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 | 215.12 ms | 12 - 14 MB | FP16 | NPU | Use Export Script |
84
+ | SAMEncoderPart1 | SA8775P ADP | SA8775P | TFLITE | 305.909 ms | 12 - 926 MB | FP16 | NPU | [Segment-Anything-Model.tflite](https://huggingface.co/qualcomm/Segment-Anything-Model/blob/main/SAMEncoderPart1.tflite) |
85
+ | SAMEncoderPart1 | SA8775P ADP | SA8775P | QNN | 270.478 ms | 1 - 11 MB | FP16 | NPU | Use Export Script |
86
+ | SAMEncoderPart1 | QCS8275 (Proxy) | QCS8275 Proxy | TFLITE | 1332.42 ms | 0 - 914 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 | 1261.003 ms | 12 - 19 MB | FP16 | NPU | Use Export Script |
88
+ | SAMEncoderPart1 | QCS8550 (Proxy) | QCS8550 Proxy | TFLITE | 249.603 ms | 12 - 104 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 | 213.14 ms | 12 - 15 MB | FP16 | NPU | Use Export Script |
90
+ | SAMEncoderPart1 | QCS9075 (Proxy) | QCS9075 Proxy | TFLITE | 305.909 ms | 12 - 926 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 | 270.478 ms | 1 - 11 MB | FP16 | NPU | Use Export Script |
92
+ | SAMEncoderPart1 | QCS8450 (Proxy) | QCS8450 Proxy | TFLITE | 279.425 ms | 12 - 1376 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 | 283.833 ms | 12 - 974 MB | FP16 | NPU | Use Export Script |
94
+ | SAMEncoderPart1 | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN | 217.349 ms | 12 - 12 MB | FP16 | NPU | Use Export Script |
95
+ | SAMEncoderPart1 | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 247.096 ms | 46 - 46 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 | 680.259 ms | 0 - 89 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 | 615.417 ms | 12 - 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 | 782.889 ms | 23 - 168 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 | TFLITE | 516.603 ms | 11 - 793 MB | FP16 | NPU | [Segment-Anything-Model.tflite](https://huggingface.co/qualcomm/Segment-Anything-Model/blob/main/SAMEncoderPart2.tflite) |
100
+ | SAMEncoderPart2 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | QNN | 461.482 ms | 12 - 31 MB | FP16 | NPU | [Segment-Anything-Model.so](https://huggingface.co/qualcomm/Segment-Anything-Model/blob/main/SAMEncoderPart2.so) |
101
+ | SAMEncoderPart2 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | ONNX | 572.181 ms | 22 - 773 MB | FP16 | NPU | [Segment-Anything-Model.onnx](https://huggingface.co/qualcomm/Segment-Anything-Model/blob/main/SAMEncoderPart2.onnx) |
102
+ | SAMEncoderPart2 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | TFLITE | 440.054 ms | 11 - 796 MB | FP16 | NPU | [Segment-Anything-Model.tflite](https://huggingface.co/qualcomm/Segment-Anything-Model/blob/main/SAMEncoderPart2.tflite) |
103
+ | SAMEncoderPart2 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | QNN | 498.801 ms | 12 - 761 MB | FP16 | NPU | Use Export Script |
104
+ | SAMEncoderPart2 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | ONNX | 486.671 ms | 24 - 754 MB | FP16 | NPU | [Segment-Anything-Model.onnx](https://huggingface.co/qualcomm/Segment-Anything-Model/blob/main/SAMEncoderPart2.onnx) |
105
+ | SAMEncoderPart2 | SA7255P ADP | SA7255P | TFLITE | 2080.579 ms | 0 - 785 MB | FP16 | NPU | [Segment-Anything-Model.tflite](https://huggingface.co/qualcomm/Segment-Anything-Model/blob/main/SAMEncoderPart2.tflite) |
106
+ | SAMEncoderPart2 | SA7255P ADP | SA7255P | QNN | 1976.601 ms | 3 - 10 MB | FP16 | NPU | Use Export Script |
107
+ | SAMEncoderPart2 | SA8255 (Proxy) | SA8255P Proxy | TFLITE | 666.319 ms | 0 - 82 MB | FP16 | NPU | [Segment-Anything-Model.tflite](https://huggingface.co/qualcomm/Segment-Anything-Model/blob/main/SAMEncoderPart2.tflite) |
108
+ | SAMEncoderPart2 | SA8255 (Proxy) | SA8255P Proxy | QNN | 618.277 ms | 12 - 14 MB | FP16 | NPU | Use Export Script |
109
+ | SAMEncoderPart2 | SA8295P ADP | SA8295P | TFLITE | 763.543 ms | 12 - 758 MB | FP16 | NPU | [Segment-Anything-Model.tflite](https://huggingface.co/qualcomm/Segment-Anything-Model/blob/main/SAMEncoderPart2.tflite) |
110
+ | SAMEncoderPart2 | SA8295P ADP | SA8295P | QNN | 681.034 ms | 0 - 15 MB | FP16 | NPU | Use Export Script |
111
+ | SAMEncoderPart2 | SA8650 (Proxy) | SA8650P Proxy | TFLITE | 670.805 ms | 12 - 95 MB | FP16 | NPU | [Segment-Anything-Model.tflite](https://huggingface.co/qualcomm/Segment-Anything-Model/blob/main/SAMEncoderPart2.tflite) |
112
+ | SAMEncoderPart2 | SA8650 (Proxy) | SA8650P Proxy | QNN | 618.227 ms | 12 - 15 MB | FP16 | NPU | Use Export Script |
113
+ | SAMEncoderPart2 | SA8775P ADP | SA8775P | TFLITE | 767.518 ms | 11 - 796 MB | FP16 | NPU | [Segment-Anything-Model.tflite](https://huggingface.co/qualcomm/Segment-Anything-Model/blob/main/SAMEncoderPart2.tflite) |
114
+ | SAMEncoderPart2 | SA8775P ADP | SA8775P | QNN | 693.98 ms | 1 - 11 MB | FP16 | NPU | Use Export Script |
115
+ | SAMEncoderPart2 | QCS8275 (Proxy) | QCS8275 Proxy | TFLITE | 2080.579 ms | 0 - 785 MB | FP16 | NPU | [Segment-Anything-Model.tflite](https://huggingface.co/qualcomm/Segment-Anything-Model/blob/main/SAMEncoderPart2.tflite) |
116
+ | SAMEncoderPart2 | QCS8275 (Proxy) | QCS8275 Proxy | QNN | 1976.601 ms | 3 - 10 MB | FP16 | NPU | Use Export Script |
117
+ | SAMEncoderPart2 | QCS8550 (Proxy) | QCS8550 Proxy | TFLITE | 676.281 ms | 0 - 92 MB | FP16 | NPU | [Segment-Anything-Model.tflite](https://huggingface.co/qualcomm/Segment-Anything-Model/blob/main/SAMEncoderPart2.tflite) |
118
+ | SAMEncoderPart2 | QCS8550 (Proxy) | QCS8550 Proxy | QNN | 611.067 ms | 12 - 15 MB | FP16 | NPU | Use Export Script |
119
+ | SAMEncoderPart2 | QCS9075 (Proxy) | QCS9075 Proxy | TFLITE | 767.518 ms | 11 - 796 MB | FP16 | NPU | [Segment-Anything-Model.tflite](https://huggingface.co/qualcomm/Segment-Anything-Model/blob/main/SAMEncoderPart2.tflite) |
120
+ | SAMEncoderPart2 | QCS9075 (Proxy) | QCS9075 Proxy | QNN | 693.98 ms | 1 - 11 MB | FP16 | NPU | Use Export Script |
121
+ | SAMEncoderPart2 | QCS8450 (Proxy) | QCS8450 Proxy | TFLITE | 743.25 ms | 12 - 771 MB | FP16 | NPU | [Segment-Anything-Model.tflite](https://huggingface.co/qualcomm/Segment-Anything-Model/blob/main/SAMEncoderPart2.tflite) |
122
+ | SAMEncoderPart2 | QCS8450 (Proxy) | QCS8450 Proxy | QNN | 740.992 ms | 12 - 729 MB | FP16 | NPU | Use Export Script |
123
+ | SAMEncoderPart2 | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN | 587.357 ms | 12 - 12 MB | FP16 | NPU | Use Export Script |
124
+ | SAMEncoderPart2 | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 730.12 ms | 36 - 36 MB | FP16 | NPU | [Segment-Anything-Model.onnx](https://huggingface.co/qualcomm/Segment-Anything-Model/blob/main/SAMEncoderPart2.onnx) |
125
+ | SAMEncoderPart3 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | TFLITE | 672.821 ms | 12 - 93 MB | FP16 | NPU | [Segment-Anything-Model.tflite](https://huggingface.co/qualcomm/Segment-Anything-Model/blob/main/SAMEncoderPart3.tflite) |
126
+ | SAMEncoderPart3 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | QNN | 617.682 ms | 12 - 15 MB | FP16 | NPU | [Segment-Anything-Model.so](https://huggingface.co/qualcomm/Segment-Anything-Model/blob/main/SAMEncoderPart3.so) |
127
+ | SAMEncoderPart3 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | ONNX | 779.263 ms | 24 - 163 MB | FP16 | NPU | [Segment-Anything-Model.onnx](https://huggingface.co/qualcomm/Segment-Anything-Model/blob/main/SAMEncoderPart3.onnx) |
128
+ | SAMEncoderPart3 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | TFLITE | 510.644 ms | 11 - 794 MB | FP16 | NPU | [Segment-Anything-Model.tflite](https://huggingface.co/qualcomm/Segment-Anything-Model/blob/main/SAMEncoderPart3.tflite) |
129
+ | SAMEncoderPart3 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | QNN | 463.147 ms | 12 - 31 MB | FP16 | NPU | [Segment-Anything-Model.so](https://huggingface.co/qualcomm/Segment-Anything-Model/blob/main/SAMEncoderPart3.so) |
130
+ | SAMEncoderPart3 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | ONNX | 573.142 ms | 35 - 789 MB | FP16 | NPU | [Segment-Anything-Model.onnx](https://huggingface.co/qualcomm/Segment-Anything-Model/blob/main/SAMEncoderPart3.onnx) |
131
+ | SAMEncoderPart3 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | TFLITE | 497.103 ms | 11 - 797 MB | FP16 | NPU | [Segment-Anything-Model.tflite](https://huggingface.co/qualcomm/Segment-Anything-Model/blob/main/SAMEncoderPart3.tflite) |
132
+ | SAMEncoderPart3 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | QNN | 499.164 ms | 12 - 762 MB | FP16 | NPU | Use Export Script |
133
+ | SAMEncoderPart3 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | ONNX | 535.876 ms | 12 - 743 MB | FP16 | NPU | [Segment-Anything-Model.onnx](https://huggingface.co/qualcomm/Segment-Anything-Model/blob/main/SAMEncoderPart3.onnx) |
134
+ | SAMEncoderPart3 | SA7255P ADP | SA7255P | TFLITE | 2080.525 ms | 0 - 784 MB | FP16 | NPU | [Segment-Anything-Model.tflite](https://huggingface.co/qualcomm/Segment-Anything-Model/blob/main/SAMEncoderPart3.tflite) |
135
+ | SAMEncoderPart3 | SA7255P ADP | SA7255P | QNN | 1967.875 ms | 4 - 12 MB | FP16 | NPU | Use Export Script |
136
+ | SAMEncoderPart3 | SA8255 (Proxy) | SA8255P Proxy | TFLITE | 680.28 ms | 0 - 85 MB | FP16 | NPU | [Segment-Anything-Model.tflite](https://huggingface.co/qualcomm/Segment-Anything-Model/blob/main/SAMEncoderPart3.tflite) |
137
+ | SAMEncoderPart3 | SA8255 (Proxy) | SA8255P Proxy | QNN | 614.492 ms | 12 - 14 MB | FP16 | NPU | Use Export Script |
138
+ | SAMEncoderPart3 | SA8295P ADP | SA8295P | TFLITE | 764.476 ms | 11 - 756 MB | FP16 | NPU | [Segment-Anything-Model.tflite](https://huggingface.co/qualcomm/Segment-Anything-Model/blob/main/SAMEncoderPart3.tflite) |
139
+ | SAMEncoderPart3 | SA8295P ADP | SA8295P | QNN | 680.306 ms | 0 - 15 MB | FP16 | NPU | Use Export Script |
140
+ | SAMEncoderPart3 | SA8650 (Proxy) | SA8650P Proxy | TFLITE | 670.295 ms | 12 - 103 MB | FP16 | NPU | [Segment-Anything-Model.tflite](https://huggingface.co/qualcomm/Segment-Anything-Model/blob/main/SAMEncoderPart3.tflite) |
141
+ | SAMEncoderPart3 | SA8650 (Proxy) | SA8650P Proxy | QNN | 616.884 ms | 12 - 15 MB | FP16 | NPU | Use Export Script |
142
+ | SAMEncoderPart3 | SA8775P ADP | SA8775P | TFLITE | 767.838 ms | 12 - 797 MB | FP16 | NPU | [Segment-Anything-Model.tflite](https://huggingface.co/qualcomm/Segment-Anything-Model/blob/main/SAMEncoderPart3.tflite) |
143
+ | SAMEncoderPart3 | SA8775P ADP | SA8775P | QNN | 694.435 ms | 12 - 22 MB | FP16 | NPU | Use Export Script |
144
+ | SAMEncoderPart3 | QCS8275 (Proxy) | QCS8275 Proxy | TFLITE | 2080.525 ms | 0 - 784 MB | FP16 | NPU | [Segment-Anything-Model.tflite](https://huggingface.co/qualcomm/Segment-Anything-Model/blob/main/SAMEncoderPart3.tflite) |
145
+ | SAMEncoderPart3 | QCS8275 (Proxy) | QCS8275 Proxy | QNN | 1967.875 ms | 4 - 12 MB | FP16 | NPU | Use Export Script |
146
+ | SAMEncoderPart3 | QCS8550 (Proxy) | QCS8550 Proxy | TFLITE | 674.671 ms | 0 - 84 MB | FP16 | NPU | [Segment-Anything-Model.tflite](https://huggingface.co/qualcomm/Segment-Anything-Model/blob/main/SAMEncoderPart3.tflite) |
147
+ | SAMEncoderPart3 | QCS8550 (Proxy) | QCS8550 Proxy | QNN | 616.901 ms | 12 - 17 MB | FP16 | NPU | Use Export Script |
148
+ | SAMEncoderPart3 | QCS9075 (Proxy) | QCS9075 Proxy | TFLITE | 767.838 ms | 12 - 797 MB | FP16 | NPU | [Segment-Anything-Model.tflite](https://huggingface.co/qualcomm/Segment-Anything-Model/blob/main/SAMEncoderPart3.tflite) |
149
+ | SAMEncoderPart3 | QCS9075 (Proxy) | QCS9075 Proxy | QNN | 694.435 ms | 12 - 22 MB | FP16 | NPU | Use Export Script |
150
+ | SAMEncoderPart3 | QCS8450 (Proxy) | QCS8450 Proxy | TFLITE | 760.033 ms | 12 - 768 MB | FP16 | NPU | [Segment-Anything-Model.tflite](https://huggingface.co/qualcomm/Segment-Anything-Model/blob/main/SAMEncoderPart3.tflite) |
151
+ | SAMEncoderPart3 | QCS8450 (Proxy) | QCS8450 Proxy | QNN | 758.456 ms | 12 - 732 MB | FP16 | NPU | Use Export Script |
152
+ | SAMEncoderPart3 | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN | 586.318 ms | 12 - 12 MB | FP16 | NPU | Use Export Script |
153
+ | SAMEncoderPart3 | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 735.286 ms | 35 - 35 MB | FP16 | NPU | [Segment-Anything-Model.onnx](https://huggingface.co/qualcomm/Segment-Anything-Model/blob/main/SAMEncoderPart3.onnx) |
154
+ | SAMEncoderPart4 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | TFLITE | 669.945 ms | 0 - 87 MB | FP16 | NPU | [Segment-Anything-Model.tflite](https://huggingface.co/qualcomm/Segment-Anything-Model/blob/main/SAMEncoderPart4.tflite) |
155
+ | SAMEncoderPart4 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | QNN | 617.1 ms | 12 - 15 MB | FP16 | NPU | [Segment-Anything-Model.so](https://huggingface.co/qualcomm/Segment-Anything-Model/blob/main/SAMEncoderPart4.so) |
156
+ | SAMEncoderPart4 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | ONNX | 769.838 ms | 12 - 162 MB | FP16 | NPU | [Segment-Anything-Model.onnx](https://huggingface.co/qualcomm/Segment-Anything-Model/blob/main/SAMEncoderPart4.onnx) |
157
+ | SAMEncoderPart4 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | TFLITE | 509.105 ms | 11 - 793 MB | FP16 | NPU | [Segment-Anything-Model.tflite](https://huggingface.co/qualcomm/Segment-Anything-Model/blob/main/SAMEncoderPart4.tflite) |
158
+ | SAMEncoderPart4 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | QNN | 458.614 ms | 12 - 32 MB | FP16 | NPU | [Segment-Anything-Model.so](https://huggingface.co/qualcomm/Segment-Anything-Model/blob/main/SAMEncoderPart4.so) |
159
+ | SAMEncoderPart4 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | ONNX | 570.567 ms | 24 - 775 MB | FP16 | NPU | [Segment-Anything-Model.onnx](https://huggingface.co/qualcomm/Segment-Anything-Model/blob/main/SAMEncoderPart4.onnx) |
160
+ | SAMEncoderPart4 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | TFLITE | 437.498 ms | 11 - 797 MB | FP16 | NPU | [Segment-Anything-Model.tflite](https://huggingface.co/qualcomm/Segment-Anything-Model/blob/main/SAMEncoderPart4.tflite) |
161
+ | SAMEncoderPart4 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | QNN | 496.587 ms | 12 - 761 MB | FP16 | NPU | Use Export Script |
162
+ | SAMEncoderPart4 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | ONNX | 536.53 ms | 27 - 757 MB | FP16 | NPU | [Segment-Anything-Model.onnx](https://huggingface.co/qualcomm/Segment-Anything-Model/blob/main/SAMEncoderPart4.onnx) |
163
+ | SAMEncoderPart4 | SA7255P ADP | SA7255P | TFLITE | 2081.571 ms | 0 - 784 MB | FP16 | NPU | [Segment-Anything-Model.tflite](https://huggingface.co/qualcomm/Segment-Anything-Model/blob/main/SAMEncoderPart4.tflite) |
164
+ | SAMEncoderPart4 | SA7255P ADP | SA7255P | QNN | 1976.132 ms | 3 - 11 MB | FP16 | NPU | Use Export Script |
165
+ | SAMEncoderPart4 | SA8255 (Proxy) | SA8255P Proxy | TFLITE | 669.017 ms | 0 - 82 MB | FP16 | NPU | [Segment-Anything-Model.tflite](https://huggingface.co/qualcomm/Segment-Anything-Model/blob/main/SAMEncoderPart4.tflite) |
166
+ | SAMEncoderPart4 | SA8255 (Proxy) | SA8255P Proxy | QNN | 616.248 ms | 12 - 15 MB | FP16 | NPU | Use Export Script |
167
+ | SAMEncoderPart4 | SA8295P ADP | SA8295P | TFLITE | 764.855 ms | 12 - 757 MB | FP16 | NPU | [Segment-Anything-Model.tflite](https://huggingface.co/qualcomm/Segment-Anything-Model/blob/main/SAMEncoderPart4.tflite) |
168
+ | SAMEncoderPart4 | SA8295P ADP | SA8295P | QNN | 682.303 ms | 0 - 15 MB | FP16 | NPU | Use Export Script |
169
+ | SAMEncoderPart4 | SA8650 (Proxy) | SA8650P Proxy | TFLITE | 669.419 ms | 12 - 72 MB | FP16 | NPU | [Segment-Anything-Model.tflite](https://huggingface.co/qualcomm/Segment-Anything-Model/blob/main/SAMEncoderPart4.tflite) |
170
+ | SAMEncoderPart4 | SA8650 (Proxy) | SA8650P Proxy | QNN | 618.263 ms | 12 - 15 MB | FP16 | NPU | Use Export Script |
171
+ | SAMEncoderPart4 | SA8775P ADP | SA8775P | TFLITE | 767.294 ms | 12 - 796 MB | FP16 | NPU | [Segment-Anything-Model.tflite](https://huggingface.co/qualcomm/Segment-Anything-Model/blob/main/SAMEncoderPart4.tflite) |
172
+ | SAMEncoderPart4 | SA8775P ADP | SA8775P | QNN | 694.355 ms | 1 - 11 MB | FP16 | NPU | Use Export Script |
173
+ | SAMEncoderPart4 | QCS8275 (Proxy) | QCS8275 Proxy | TFLITE | 2081.571 ms | 0 - 784 MB | FP16 | NPU | [Segment-Anything-Model.tflite](https://huggingface.co/qualcomm/Segment-Anything-Model/blob/main/SAMEncoderPart4.tflite) |
174
+ | SAMEncoderPart4 | QCS8275 (Proxy) | QCS8275 Proxy | QNN | 1976.132 ms | 3 - 11 MB | FP16 | NPU | Use Export Script |
175
+ | SAMEncoderPart4 | QCS8550 (Proxy) | QCS8550 Proxy | TFLITE | 672.575 ms | 0 - 80 MB | FP16 | NPU | [Segment-Anything-Model.tflite](https://huggingface.co/qualcomm/Segment-Anything-Model/blob/main/SAMEncoderPart4.tflite) |
176
+ | SAMEncoderPart4 | QCS8550 (Proxy) | QCS8550 Proxy | QNN | 615.774 ms | 12 - 14 MB | FP16 | NPU | Use Export Script |
177
+ | SAMEncoderPart4 | QCS9075 (Proxy) | QCS9075 Proxy | TFLITE | 767.294 ms | 12 - 796 MB | FP16 | NPU | [Segment-Anything-Model.tflite](https://huggingface.co/qualcomm/Segment-Anything-Model/blob/main/SAMEncoderPart4.tflite) |
178
+ | SAMEncoderPart4 | QCS9075 (Proxy) | QCS9075 Proxy | QNN | 694.355 ms | 1 - 11 MB | FP16 | NPU | Use Export Script |
179
+ | SAMEncoderPart4 | QCS8450 (Proxy) | QCS8450 Proxy | TFLITE | 754.379 ms | 12 - 767 MB | FP16 | NPU | [Segment-Anything-Model.tflite](https://huggingface.co/qualcomm/Segment-Anything-Model/blob/main/SAMEncoderPart4.tflite) |
180
+ | SAMEncoderPart4 | QCS8450 (Proxy) | QCS8450 Proxy | QNN | 739.622 ms | 12 - 731 MB | FP16 | NPU | Use Export Script |
181
+ | SAMEncoderPart4 | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN | 586.175 ms | 12 - 12 MB | FP16 | NPU | Use Export Script |
182
+ | SAMEncoderPart4 | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 731.787 ms | 35 - 35 MB | FP16 | NPU | [Segment-Anything-Model.onnx](https://huggingface.co/qualcomm/Segment-Anything-Model/blob/main/SAMEncoderPart4.onnx) |
183
+ | SAMEncoderPart5 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | TFLITE | 673.83 ms | 0 - 88 MB | FP16 | NPU | [Segment-Anything-Model.tflite](https://huggingface.co/qualcomm/Segment-Anything-Model/blob/main/SAMEncoderPart5.tflite) |
184
+ | SAMEncoderPart5 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | QNN | 620.228 ms | 14 - 16 MB | FP16 | NPU | [Segment-Anything-Model.so](https://huggingface.co/qualcomm/Segment-Anything-Model/blob/main/SAMEncoderPart5.so) |
185
+ | SAMEncoderPart5 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | ONNX | 774.021 ms | 12 - 147 MB | FP16 | NPU | [Segment-Anything-Model.onnx](https://huggingface.co/qualcomm/Segment-Anything-Model/blob/main/SAMEncoderPart5.onnx) |
186
+ | SAMEncoderPart5 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | TFLITE | 506.085 ms | 10 - 796 MB | FP16 | NPU | [Segment-Anything-Model.tflite](https://huggingface.co/qualcomm/Segment-Anything-Model/blob/main/SAMEncoderPart5.tflite) |
187
+ | SAMEncoderPart5 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | QNN | 458.994 ms | 12 - 32 MB | FP16 | NPU | [Segment-Anything-Model.so](https://huggingface.co/qualcomm/Segment-Anything-Model/blob/main/SAMEncoderPart5.so) |
188
+ | SAMEncoderPart5 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | ONNX | 570.102 ms | 24 - 776 MB | FP16 | NPU | [Segment-Anything-Model.onnx](https://huggingface.co/qualcomm/Segment-Anything-Model/blob/main/SAMEncoderPart5.onnx) |
189
+ | SAMEncoderPart5 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | TFLITE | 498.671 ms | 12 - 796 MB | FP16 | NPU | [Segment-Anything-Model.tflite](https://huggingface.co/qualcomm/Segment-Anything-Model/blob/main/SAMEncoderPart5.tflite) |
190
+ | SAMEncoderPart5 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | QNN | 440.165 ms | 12 - 760 MB | FP16 | NPU | Use Export Script |
191
+ | SAMEncoderPart5 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | ONNX | 538.191 ms | 24 - 753 MB | FP16 | NPU | [Segment-Anything-Model.onnx](https://huggingface.co/qualcomm/Segment-Anything-Model/blob/main/SAMEncoderPart5.onnx) |
192
+ | SAMEncoderPart5 | SA7255P ADP | SA7255P | TFLITE | 2075.136 ms | 0 - 783 MB | FP16 | NPU | [Segment-Anything-Model.tflite](https://huggingface.co/qualcomm/Segment-Anything-Model/blob/main/SAMEncoderPart5.tflite) |
193
+ | SAMEncoderPart5 | SA7255P ADP | SA7255P | QNN | 1975.907 ms | 12 - 19 MB | FP16 | NPU | Use Export Script |
194
+ | SAMEncoderPart5 | SA8255 (Proxy) | SA8255P Proxy | TFLITE | 671.333 ms | 0 - 81 MB | FP16 | NPU | [Segment-Anything-Model.tflite](https://huggingface.co/qualcomm/Segment-Anything-Model/blob/main/SAMEncoderPart5.tflite) |
195
+ | SAMEncoderPart5 | SA8255 (Proxy) | SA8255P Proxy | QNN | 618.951 ms | 12 - 14 MB | FP16 | NPU | Use Export Script |
196
+ | SAMEncoderPart5 | SA8295P ADP | SA8295P | TFLITE | 762.394 ms | 12 - 756 MB | FP16 | NPU | [Segment-Anything-Model.tflite](https://huggingface.co/qualcomm/Segment-Anything-Model/blob/main/SAMEncoderPart5.tflite) |
197
+ | SAMEncoderPart5 | SA8295P ADP | SA8295P | QNN | 680.206 ms | 0 - 14 MB | FP16 | NPU | Use Export Script |
198
+ | SAMEncoderPart5 | SA8650 (Proxy) | SA8650P Proxy | TFLITE | 672.05 ms | 12 - 79 MB | FP16 | NPU | [Segment-Anything-Model.tflite](https://huggingface.co/qualcomm/Segment-Anything-Model/blob/main/SAMEncoderPart5.tflite) |
199
+ | SAMEncoderPart5 | SA8650 (Proxy) | SA8650P Proxy | QNN | 619.339 ms | 12 - 14 MB | FP16 | NPU | Use Export Script |
200
+ | SAMEncoderPart5 | SA8775P ADP | SA8775P | TFLITE | 767.752 ms | 12 - 795 MB | FP16 | NPU | [Segment-Anything-Model.tflite](https://huggingface.co/qualcomm/Segment-Anything-Model/blob/main/SAMEncoderPart5.tflite) |
201
+ | SAMEncoderPart5 | SA8775P ADP | SA8775P | QNN | 694.595 ms | 1 - 11 MB | FP16 | NPU | Use Export Script |
202
+ | SAMEncoderPart5 | QCS8275 (Proxy) | QCS8275 Proxy | TFLITE | 2075.136 ms | 0 - 783 MB | FP16 | NPU | [Segment-Anything-Model.tflite](https://huggingface.co/qualcomm/Segment-Anything-Model/blob/main/SAMEncoderPart5.tflite) |
203
+ | SAMEncoderPart5 | QCS8275 (Proxy) | QCS8275 Proxy | QNN | 1975.907 ms | 12 - 19 MB | FP16 | NPU | Use Export Script |
204
+ | SAMEncoderPart5 | QCS8550 (Proxy) | QCS8550 Proxy | QNN | 617.494 ms | 12 - 14 MB | FP16 | NPU | Use Export Script |
205
+ | SAMEncoderPart5 | QCS9075 (Proxy) | QCS9075 Proxy | TFLITE | 767.752 ms | 12 - 795 MB | FP16 | NPU | [Segment-Anything-Model.tflite](https://huggingface.co/qualcomm/Segment-Anything-Model/blob/main/SAMEncoderPart5.tflite) |
206
+ | SAMEncoderPart5 | QCS9075 (Proxy) | QCS9075 Proxy | QNN | 694.595 ms | 1 - 11 MB | FP16 | NPU | Use Export Script |
207
+ | SAMEncoderPart5 | QCS8450 (Proxy) | QCS8450 Proxy | TFLITE | 742.93 ms | 12 - 767 MB | FP16 | NPU | [Segment-Anything-Model.tflite](https://huggingface.co/qualcomm/Segment-Anything-Model/blob/main/SAMEncoderPart5.tflite) |
208
+ | SAMEncoderPart5 | QCS8450 (Proxy) | QCS8450 Proxy | QNN | 737.86 ms | 12 - 736 MB | FP16 | NPU | Use Export Script |
209
+ | SAMEncoderPart5 | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN | 587.284 ms | 12 - 12 MB | FP16 | NPU | Use Export Script |
210
+ | SAMEncoderPart5 | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 736.257 ms | 36 - 36 MB | FP16 | NPU | [Segment-Anything-Model.onnx](https://huggingface.co/qualcomm/Segment-Anything-Model/blob/main/SAMEncoderPart5.onnx) |
211
+ | SAMEncoderPart6 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | TFLITE | 672.843 ms | 0 - 89 MB | FP16 | NPU | [Segment-Anything-Model.tflite](https://huggingface.co/qualcomm/Segment-Anything-Model/blob/main/SAMEncoderPart6.tflite) |
212
+ | SAMEncoderPart6 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | QNN | 621.563 ms | 16 - 18 MB | FP16 | NPU | [Segment-Anything-Model.so](https://huggingface.co/qualcomm/Segment-Anything-Model/blob/main/SAMEncoderPart6.so) |
213
+ | SAMEncoderPart6 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | ONNX | 771.737 ms | 5 - 158 MB | FP16 | NPU | [Segment-Anything-Model.onnx](https://huggingface.co/qualcomm/Segment-Anything-Model/blob/main/SAMEncoderPart6.onnx) |
214
+ | SAMEncoderPart6 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | TFLITE | 520.741 ms | 11 - 796 MB | FP16 | NPU | [Segment-Anything-Model.tflite](https://huggingface.co/qualcomm/Segment-Anything-Model/blob/main/SAMEncoderPart6.tflite) |
215
+ | SAMEncoderPart6 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | QNN | 459.106 ms | 12 - 32 MB | FP16 | NPU | [Segment-Anything-Model.so](https://huggingface.co/qualcomm/Segment-Anything-Model/blob/main/SAMEncoderPart6.so) |
216
+ | SAMEncoderPart6 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | ONNX | 569.357 ms | 27 - 781 MB | FP16 | NPU | [Segment-Anything-Model.onnx](https://huggingface.co/qualcomm/Segment-Anything-Model/blob/main/SAMEncoderPart6.onnx) |
217
+ | SAMEncoderPart6 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | TFLITE | 493.833 ms | 10 - 797 MB | FP16 | NPU | [Segment-Anything-Model.tflite](https://huggingface.co/qualcomm/Segment-Anything-Model/blob/main/SAMEncoderPart6.tflite) |
218
+ | SAMEncoderPart6 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | QNN | 502.431 ms | 12 - 760 MB | FP16 | NPU | Use Export Script |
219
+ | SAMEncoderPart6 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | ONNX | 488.507 ms | 24 - 753 MB | FP16 | NPU | [Segment-Anything-Model.onnx](https://huggingface.co/qualcomm/Segment-Anything-Model/blob/main/SAMEncoderPart6.onnx) |
220
+ | SAMEncoderPart6 | SA7255P ADP | SA7255P | TFLITE | 2080.562 ms | 12 - 797 MB | FP16 | NPU | [Segment-Anything-Model.tflite](https://huggingface.co/qualcomm/Segment-Anything-Model/blob/main/SAMEncoderPart6.tflite) |
221
+ | SAMEncoderPart6 | SA7255P ADP | SA7255P | QNN | 1976.791 ms | 12 - 19 MB | FP16 | NPU | Use Export Script |
222
+ | SAMEncoderPart6 | SA8255 (Proxy) | SA8255P Proxy | TFLITE | 668.835 ms | 12 - 102 MB | FP16 | NPU | [Segment-Anything-Model.tflite](https://huggingface.co/qualcomm/Segment-Anything-Model/blob/main/SAMEncoderPart6.tflite) |
223
+ | SAMEncoderPart6 | SA8255 (Proxy) | SA8255P Proxy | QNN | 615.347 ms | 12 - 15 MB | FP16 | NPU | Use Export Script |
224
+ | SAMEncoderPart6 | SA8295P ADP | SA8295P | TFLITE | 764.252 ms | 12 - 758 MB | FP16 | NPU | [Segment-Anything-Model.tflite](https://huggingface.co/qualcomm/Segment-Anything-Model/blob/main/SAMEncoderPart6.tflite) |
225
+ | SAMEncoderPart6 | SA8295P ADP | SA8295P | QNN | 680.522 ms | 0 - 14 MB | FP16 | NPU | Use Export Script |
226
+ | SAMEncoderPart6 | SA8650 (Proxy) | SA8650P Proxy | TFLITE | 672.927 ms | 12 - 77 MB | FP16 | NPU | [Segment-Anything-Model.tflite](https://huggingface.co/qualcomm/Segment-Anything-Model/blob/main/SAMEncoderPart6.tflite) |
227
+ | SAMEncoderPart6 | SA8650 (Proxy) | SA8650P Proxy | QNN | 618.049 ms | 12 - 15 MB | FP16 | NPU | Use Export Script |
228
+ | SAMEncoderPart6 | SA8775P ADP | SA8775P | TFLITE | 769.477 ms | 12 - 798 MB | FP16 | NPU | [Segment-Anything-Model.tflite](https://huggingface.co/qualcomm/Segment-Anything-Model/blob/main/SAMEncoderPart6.tflite) |
229
+ | SAMEncoderPart6 | SA8775P ADP | SA8775P | QNN | 694.634 ms | 1 - 11 MB | FP16 | NPU | Use Export Script |
230
+ | SAMEncoderPart6 | QCS8275 (Proxy) | QCS8275 Proxy | TFLITE | 2080.562 ms | 12 - 797 MB | FP16 | NPU | [Segment-Anything-Model.tflite](https://huggingface.co/qualcomm/Segment-Anything-Model/blob/main/SAMEncoderPart6.tflite) |
231
+ | SAMEncoderPart6 | QCS8275 (Proxy) | QCS8275 Proxy | QNN | 1976.791 ms | 12 - 19 MB | FP16 | NPU | Use Export Script |
232
+ | SAMEncoderPart6 | QCS8550 (Proxy) | QCS8550 Proxy | TFLITE | 671.146 ms | 12 - 98 MB | FP16 | NPU | [Segment-Anything-Model.tflite](https://huggingface.co/qualcomm/Segment-Anything-Model/blob/main/SAMEncoderPart6.tflite) |
233
+ | SAMEncoderPart6 | QCS8550 (Proxy) | QCS8550 Proxy | QNN | 616.722 ms | 12 - 14 MB | FP16 | NPU | Use Export Script |
234
+ | SAMEncoderPart6 | QCS9075 (Proxy) | QCS9075 Proxy | TFLITE | 769.477 ms | 12 - 798 MB | FP16 | NPU | [Segment-Anything-Model.tflite](https://huggingface.co/qualcomm/Segment-Anything-Model/blob/main/SAMEncoderPart6.tflite) |
235
+ | SAMEncoderPart6 | QCS9075 (Proxy) | QCS9075 Proxy | QNN | 694.634 ms | 1 - 11 MB | FP16 | NPU | Use Export Script |
236
+ | SAMEncoderPart6 | QCS8450 (Proxy) | QCS8450 Proxy | TFLITE | 741.638 ms | 12 - 767 MB | FP16 | NPU | [Segment-Anything-Model.tflite](https://huggingface.co/qualcomm/Segment-Anything-Model/blob/main/SAMEncoderPart6.tflite) |
237
+ | SAMEncoderPart6 | QCS8450 (Proxy) | QCS8450 Proxy | QNN | 744.304 ms | 12 - 731 MB | FP16 | NPU | Use Export Script |
238
+ | SAMEncoderPart6 | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN | 585.577 ms | 12 - 12 MB | FP16 | NPU | Use Export Script |
239
+ | SAMEncoderPart6 | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 740.654 ms | 35 - 35 MB | FP16 | NPU | [Segment-Anything-Model.onnx](https://huggingface.co/qualcomm/Segment-Anything-Model/blob/main/SAMEncoderPart6.onnx) |
240
 
241
 
242
 
 
300
  SAMDecoder
301
  Device : Samsung Galaxy S23 (13)
302
  Runtime : TFLITE
303
+ Estimated inference time (ms) : 7.4
304
+ Estimated peak memory usage (MB): [0, 29]
305
  Total # Ops : 845
306
  Compute Unit(s) : NPU (845 ops)
307
 
 
309
  SAMEncoderPart1
310
  Device : Samsung Galaxy S23 (13)
311
  Runtime : TFLITE
312
+ Estimated inference time (ms) : 248.7
313
+ Estimated peak memory usage (MB): [12, 110]
314
  Total # Ops : 584
315
  Compute Unit(s) : NPU (584 ops)
316
 
 
318
  SAMEncoderPart2
319
  Device : Samsung Galaxy S23 (13)
320
  Runtime : TFLITE
321
+ Estimated inference time (ms) : 680.3
322
+ Estimated peak memory usage (MB): [0, 89]
323
  Total # Ops : 572
324
  Compute Unit(s) : NPU (572 ops)
325
 
 
327
  SAMEncoderPart3
328
  Device : Samsung Galaxy S23 (13)
329
  Runtime : TFLITE
330
+ Estimated inference time (ms) : 672.8
331
+ Estimated peak memory usage (MB): [12, 93]
332
  Total # Ops : 572
333
  Compute Unit(s) : NPU (572 ops)
334
 
 
336
  SAMEncoderPart4
337
  Device : Samsung Galaxy S23 (13)
338
  Runtime : TFLITE
339
+ Estimated inference time (ms) : 669.9
340
+ Estimated peak memory usage (MB): [0, 87]
341
  Total # Ops : 572
342
  Compute Unit(s) : NPU (572 ops)
343
 
 
345
  SAMEncoderPart5
346
  Device : Samsung Galaxy S23 (13)
347
  Runtime : TFLITE
348
+ Estimated inference time (ms) : 673.8
349
+ Estimated peak memory usage (MB): [0, 88]
350
  Total # Ops : 572
351
  Compute Unit(s) : NPU (572 ops)
352
 
 
354
  SAMEncoderPart6
355
  Device : Samsung Galaxy S23 (13)
356
  Runtime : TFLITE
357
+ Estimated inference time (ms) : 672.8
358
+ Estimated peak memory usage (MB): [0, 89]
359
  Total # Ops : 573
360
  Compute Unit(s) : NPU (573 ops)
361
  ```