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Segment-Anything-Model

Image Segmentation
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@@ -35,150 +35,157 @@ More details on model performance across various devices, can be found
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  | Model | Device | Chipset | Target Runtime | Inference Time (ms) | Peak Memory Range (MB) | Precision | Primary Compute Unit | Target Model
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  |---|---|---|---|---|---|---|---|---|
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- | SAMDecoder | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | TFLITE | 7.557 ms | 0 - 31 MB | FP16 | NPU | [Segment-Anything-Model.tflite](https://huggingface.co/qualcomm/Segment-Anything-Model/blob/main/SAMDecoder.tflite) |
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- | SAMDecoder | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | QNN | 7.052 ms | 4 - 19 MB | FP16 | NPU | [Segment-Anything-Model.so](https://huggingface.co/qualcomm/Segment-Anything-Model/blob/main/SAMDecoder.so) |
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- | SAMDecoder | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | ONNX | 11.415 ms | 0 - 266 MB | FP16 | NPU | [Segment-Anything-Model.onnx](https://huggingface.co/qualcomm/Segment-Anything-Model/blob/main/SAMDecoder.onnx) |
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- | SAMDecoder | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | TFLITE | 5.23 ms | 0 - 39 MB | FP16 | NPU | [Segment-Anything-Model.tflite](https://huggingface.co/qualcomm/Segment-Anything-Model/blob/main/SAMDecoder.tflite) |
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- | SAMDecoder | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | QNN | 4.973 ms | 4 - 46 MB | FP16 | NPU | [Segment-Anything-Model.so](https://huggingface.co/qualcomm/Segment-Anything-Model/blob/main/SAMDecoder.so) |
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- | SAMDecoder | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | ONNX | 7.741 ms | 5 - 126 MB | FP16 | NPU | [Segment-Anything-Model.onnx](https://huggingface.co/qualcomm/Segment-Anything-Model/blob/main/SAMDecoder.onnx) |
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- | SAMDecoder | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | TFLITE | 5.18 ms | 0 - 35 MB | FP16 | NPU | [Segment-Anything-Model.tflite](https://huggingface.co/qualcomm/Segment-Anything-Model/blob/main/SAMDecoder.tflite) |
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- | SAMDecoder | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | QNN | 3.787 ms | 4 - 42 MB | FP16 | NPU | Use Export Script |
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- | SAMDecoder | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | ONNX | 8.231 ms | 0 - 86 MB | FP16 | NPU | [Segment-Anything-Model.onnx](https://huggingface.co/qualcomm/Segment-Anything-Model/blob/main/SAMDecoder.onnx) |
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- | SAMDecoder | QCS8550 (Proxy) | QCS8550 Proxy | TFLITE | 7.484 ms | 0 - 33 MB | FP16 | NPU | [Segment-Anything-Model.tflite](https://huggingface.co/qualcomm/Segment-Anything-Model/blob/main/SAMDecoder.tflite) |
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- | SAMDecoder | QCS8550 (Proxy) | QCS8550 Proxy | QNN | 6.814 ms | 4 - 5 MB | FP16 | NPU | Use Export Script |
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- | SAMDecoder | SA7255P ADP | SA7255P | TFLITE | 52.929 ms | 0 - 32 MB | FP16 | NPU | [Segment-Anything-Model.tflite](https://huggingface.co/qualcomm/Segment-Anything-Model/blob/main/SAMDecoder.tflite) |
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- | SAMDecoder | SA7255P ADP | SA7255P | QNN | 50.031 ms | 2 - 11 MB | FP16 | NPU | Use Export Script |
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- | SAMDecoder | SA8255 (Proxy) | SA8255P Proxy | TFLITE | 7.484 ms | 0 - 32 MB | FP16 | NPU | [Segment-Anything-Model.tflite](https://huggingface.co/qualcomm/Segment-Anything-Model/blob/main/SAMDecoder.tflite) |
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- | SAMDecoder | SA8255 (Proxy) | SA8255P Proxy | QNN | 6.852 ms | 4 - 5 MB | FP16 | NPU | Use Export Script |
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- | SAMDecoder | SA8295P ADP | SA8295P | TFLITE | 9.976 ms | 0 - 35 MB | FP16 | NPU | [Segment-Anything-Model.tflite](https://huggingface.co/qualcomm/Segment-Anything-Model/blob/main/SAMDecoder.tflite) |
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- | SAMDecoder | SA8295P ADP | SA8295P | QNN | 9.05 ms | 0 - 6 MB | FP16 | NPU | Use Export Script |
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- | SAMDecoder | SA8650 (Proxy) | SA8650P Proxy | TFLITE | 7.477 ms | 0 - 29 MB | FP16 | NPU | [Segment-Anything-Model.tflite](https://huggingface.co/qualcomm/Segment-Anything-Model/blob/main/SAMDecoder.tflite) |
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- | SAMDecoder | SA8650 (Proxy) | SA8650P Proxy | QNN | 6.893 ms | 4 - 6 MB | FP16 | NPU | Use Export Script |
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- | SAMDecoder | SA8775P ADP | SA8775P | TFLITE | 10.51 ms | 0 - 34 MB | FP16 | NPU | [Segment-Anything-Model.tflite](https://huggingface.co/qualcomm/Segment-Anything-Model/blob/main/SAMDecoder.tflite) |
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- | SAMDecoder | SA8775P ADP | SA8775P | QNN | 9.667 ms | 0 - 6 MB | FP16 | NPU | Use Export Script |
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- | SAMDecoder | QCS8450 (Proxy) | QCS8450 Proxy | TFLITE | 8.533 ms | 0 - 37 MB | FP16 | NPU | [Segment-Anything-Model.tflite](https://huggingface.co/qualcomm/Segment-Anything-Model/blob/main/SAMDecoder.tflite) |
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- | SAMDecoder | QCS8450 (Proxy) | QCS8450 Proxy | QNN | 8.315 ms | 4 - 44 MB | FP16 | NPU | Use Export Script |
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- | SAMDecoder | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN | 7.458 ms | 4 - 4 MB | FP16 | NPU | Use Export Script |
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- | SAMDecoder | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 14.75 ms | 12 - 12 MB | FP16 | NPU | [Segment-Anything-Model.onnx](https://huggingface.co/qualcomm/Segment-Anything-Model/blob/main/SAMDecoder.onnx) |
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- | SAMEncoderPart1 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | TFLITE | 208.201 ms | 12 - 74 MB | FP16 | NPU | [Segment-Anything-Model.tflite](https://huggingface.co/qualcomm/Segment-Anything-Model/blob/main/SAMEncoderPart1.tflite) |
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- | SAMEncoderPart1 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | QNN | 203.885 ms | 12 - 67 MB | FP16 | NPU | [Segment-Anything-Model.so](https://huggingface.co/qualcomm/Segment-Anything-Model/blob/main/SAMEncoderPart1.so) |
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- | SAMEncoderPart1 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | ONNX | 168.865 ms | 12 - 57 MB | FP16 | NPU | [Segment-Anything-Model.onnx](https://huggingface.co/qualcomm/Segment-Anything-Model/blob/main/SAMEncoderPart1.onnx) |
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- | SAMEncoderPart1 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | TFLITE | 149.759 ms | 11 - 660 MB | FP16 | NPU | [Segment-Anything-Model.tflite](https://huggingface.co/qualcomm/Segment-Anything-Model/blob/main/SAMEncoderPart1.tflite) |
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- | SAMEncoderPart1 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | QNN | 144.476 ms | 364 - 1006 MB | FP16 | NPU | [Segment-Anything-Model.so](https://huggingface.co/qualcomm/Segment-Anything-Model/blob/main/SAMEncoderPart1.so) |
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- | SAMEncoderPart1 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | ONNX | 121.68 ms | 0 - 1234 MB | FP16 | NPU | [Segment-Anything-Model.onnx](https://huggingface.co/qualcomm/Segment-Anything-Model/blob/main/SAMEncoderPart1.onnx) |
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- | SAMEncoderPart1 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | TFLITE | 128.622 ms | 11 - 667 MB | FP16 | NPU | [Segment-Anything-Model.tflite](https://huggingface.co/qualcomm/Segment-Anything-Model/blob/main/SAMEncoderPart1.tflite) |
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- | SAMEncoderPart1 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | QNN | 141.432 ms | 3 - 655 MB | FP16 | NPU | Use Export Script |
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- | SAMEncoderPart1 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | ONNX | 96.596 ms | 39 - 1086 MB | FP16 | NPU | [Segment-Anything-Model.onnx](https://huggingface.co/qualcomm/Segment-Anything-Model/blob/main/SAMEncoderPart1.onnx) |
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- | SAMEncoderPart1 | QCS8550 (Proxy) | QCS8550 Proxy | TFLITE | 205.315 ms | 12 - 81 MB | FP16 | NPU | [Segment-Anything-Model.tflite](https://huggingface.co/qualcomm/Segment-Anything-Model/blob/main/SAMEncoderPart1.tflite) |
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- | SAMEncoderPart1 | QCS8550 (Proxy) | QCS8550 Proxy | QNN | 177.157 ms | 12 - 14 MB | FP16 | NPU | Use Export Script |
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- | SAMEncoderPart1 | SA7255P ADP | SA7255P | TFLITE | 1173.558 ms | 2 - 646 MB | FP16 | NPU | [Segment-Anything-Model.tflite](https://huggingface.co/qualcomm/Segment-Anything-Model/blob/main/SAMEncoderPart1.tflite) |
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- | SAMEncoderPart1 | SA7255P ADP | SA7255P | QNN | 1100.71 ms | 4 - 13 MB | FP16 | NPU | Use Export Script |
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- | SAMEncoderPart1 | SA8255 (Proxy) | SA8255P Proxy | TFLITE | 208.837 ms | 12 - 70 MB | FP16 | NPU | [Segment-Anything-Model.tflite](https://huggingface.co/qualcomm/Segment-Anything-Model/blob/main/SAMEncoderPart1.tflite) |
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- | SAMEncoderPart1 | SA8255 (Proxy) | SA8255P Proxy | QNN | 178.44 ms | 12 - 14 MB | FP16 | NPU | Use Export Script |
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- | SAMEncoderPart1 | SA8295P ADP | SA8295P | TFLITE | 242.752 ms | 12 - 640 MB | FP16 | NPU | [Segment-Anything-Model.tflite](https://huggingface.co/qualcomm/Segment-Anything-Model/blob/main/SAMEncoderPart1.tflite) |
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- | SAMEncoderPart1 | SA8295P ADP | SA8295P | QNN | 206.972 ms | 0 - 6 MB | FP16 | NPU | Use Export Script |
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- | SAMEncoderPart1 | SA8650 (Proxy) | SA8650P Proxy | TFLITE | 208.397 ms | 12 - 65 MB | FP16 | NPU | [Segment-Anything-Model.tflite](https://huggingface.co/qualcomm/Segment-Anything-Model/blob/main/SAMEncoderPart1.tflite) |
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- | SAMEncoderPart1 | SA8650 (Proxy) | SA8650P Proxy | QNN | 177.673 ms | 13 - 14 MB | FP16 | NPU | Use Export Script |
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- | SAMEncoderPart1 | SA8775P ADP | SA8775P | TFLITE | 251.286 ms | 12 - 656 MB | FP16 | NPU | [Segment-Anything-Model.tflite](https://huggingface.co/qualcomm/Segment-Anything-Model/blob/main/SAMEncoderPart1.tflite) |
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- | SAMEncoderPart1 | SA8775P ADP | SA8775P | QNN | 211.825 ms | 3 - 9 MB | FP16 | NPU | Use Export Script |
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- | SAMEncoderPart1 | QCS8450 (Proxy) | QCS8450 Proxy | TFLITE | 226.498 ms | 12 - 995 MB | FP16 | NPU | [Segment-Anything-Model.tflite](https://huggingface.co/qualcomm/Segment-Anything-Model/blob/main/SAMEncoderPart1.tflite) |
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- | SAMEncoderPart1 | QCS8450 (Proxy) | QCS8450 Proxy | QNN | 219.929 ms | 9 - 964 MB | FP16 | NPU | Use Export Script |
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- | SAMEncoderPart1 | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN | 171.827 ms | 12 - 12 MB | FP16 | NPU | Use Export Script |
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- | SAMEncoderPart1 | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 179.691 ms | 39 - 39 MB | FP16 | NPU | [Segment-Anything-Model.onnx](https://huggingface.co/qualcomm/Segment-Anything-Model/blob/main/SAMEncoderPart1.onnx) |
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- | SAMEncoderPart2 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | TFLITE | 670.133 ms | 12 - 104 MB | FP16 | NPU | [Segment-Anything-Model.tflite](https://huggingface.co/qualcomm/Segment-Anything-Model/blob/main/SAMEncoderPart2.tflite) |
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- | SAMEncoderPart2 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | QNN | 838.379 ms | 12 - 109 MB | FP16 | NPU | [Segment-Anything-Model.so](https://huggingface.co/qualcomm/Segment-Anything-Model/blob/main/SAMEncoderPart2.so) |
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- | SAMEncoderPart2 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | ONNX | 722.337 ms | 0 - 54 MB | FP16 | NPU | [Segment-Anything-Model.onnx](https://huggingface.co/qualcomm/Segment-Anything-Model/blob/main/SAMEncoderPart2.onnx) |
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- | SAMEncoderPart2 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | TFLITE | 556.374 ms | 11 - 1092 MB | FP16 | NPU | [Segment-Anything-Model.tflite](https://huggingface.co/qualcomm/Segment-Anything-Model/blob/main/SAMEncoderPart2.tflite) |
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- | SAMEncoderPart2 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | QNN | 668.897 ms | 12 - 1113 MB | FP16 | NPU | [Segment-Anything-Model.so](https://huggingface.co/qualcomm/Segment-Anything-Model/blob/main/SAMEncoderPart2.so) |
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- | SAMEncoderPart2 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | TFLITE | 487.43 ms | 12 - 1100 MB | FP16 | NPU | [Segment-Anything-Model.tflite](https://huggingface.co/qualcomm/Segment-Anything-Model/blob/main/SAMEncoderPart2.tflite) |
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- | SAMEncoderPart2 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | QNN | 574.723 ms | 10 - 1113 MB | FP16 | NPU | Use Export Script |
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- | SAMEncoderPart2 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | ONNX | 474.562 ms | 41 - 4748 MB | FP16 | NPU | [Segment-Anything-Model.onnx](https://huggingface.co/qualcomm/Segment-Anything-Model/blob/main/SAMEncoderPart2.onnx) |
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- | SAMEncoderPart2 | QCS8550 (Proxy) | QCS8550 Proxy | TFLITE | 671.625 ms | 0 - 102 MB | FP16 | NPU | [Segment-Anything-Model.tflite](https://huggingface.co/qualcomm/Segment-Anything-Model/blob/main/SAMEncoderPart2.tflite) |
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- | SAMEncoderPart2 | QCS8550 (Proxy) | QCS8550 Proxy | QNN | 737.788 ms | 13 - 14 MB | FP16 | NPU | Use Export Script |
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- | SAMEncoderPart2 | SA7255P ADP | SA7255P | QNN | 1869.513 ms | 0 - 10 MB | FP16 | NPU | Use Export Script |
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- | SAMEncoderPart2 | SA8255 (Proxy) | SA8255P Proxy | TFLITE | 690.907 ms | 12 - 116 MB | FP16 | NPU | [Segment-Anything-Model.tflite](https://huggingface.co/qualcomm/Segment-Anything-Model/blob/main/SAMEncoderPart2.tflite) |
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- | SAMEncoderPart2 | SA8255 (Proxy) | SA8255P Proxy | QNN | 731.994 ms | 15 - 16 MB | FP16 | NPU | Use Export Script |
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- | SAMEncoderPart2 | SA8295P ADP | SA8295P | TFLITE | 726.454 ms | 12 - 1141 MB | FP16 | NPU | [Segment-Anything-Model.tflite](https://huggingface.co/qualcomm/Segment-Anything-Model/blob/main/SAMEncoderPart2.tflite) |
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- | SAMEncoderPart2 | SA8295P ADP | SA8295P | QNN | 782.399 ms | 0 - 6 MB | FP16 | NPU | Use Export Script |
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- | SAMEncoderPart2 | SA8650 (Proxy) | SA8650P Proxy | TFLITE | 671.719 ms | 12 - 104 MB | FP16 | NPU | [Segment-Anything-Model.tflite](https://huggingface.co/qualcomm/Segment-Anything-Model/blob/main/SAMEncoderPart2.tflite) |
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- | SAMEncoderPart2 | SA8650 (Proxy) | SA8650P Proxy | QNN | 733.997 ms | 12 - 14 MB | FP16 | NPU | Use Export Script |
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- | SAMEncoderPart2 | SA8775P ADP | SA8775P | TFLITE | 717.157 ms | 0 - 1105 MB | FP16 | NPU | [Segment-Anything-Model.tflite](https://huggingface.co/qualcomm/Segment-Anything-Model/blob/main/SAMEncoderPart2.tflite) |
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- | SAMEncoderPart2 | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN | 633.76 ms | 12 - 12 MB | FP16 | NPU | Use Export Script |
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- | SAMEncoderPart2 | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 743.453 ms | 51 - 51 MB | FP16 | NPU | [Segment-Anything-Model.onnx](https://huggingface.co/qualcomm/Segment-Anything-Model/blob/main/SAMEncoderPart2.onnx) |
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- | SAMEncoderPart3 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | TFLITE | 686.379 ms | 12 - 103 MB | FP16 | NPU | [Segment-Anything-Model.tflite](https://huggingface.co/qualcomm/Segment-Anything-Model/blob/main/SAMEncoderPart3.tflite) |
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- | SAMEncoderPart3 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | QNN | 852.964 ms | 12 - 115 MB | FP16 | NPU | [Segment-Anything-Model.so](https://huggingface.co/qualcomm/Segment-Anything-Model/blob/main/SAMEncoderPart3.so) |
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- | SAMEncoderPart3 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | ONNX | 740.438 ms | 9 - 62 MB | FP16 | NPU | [Segment-Anything-Model.onnx](https://huggingface.co/qualcomm/Segment-Anything-Model/blob/main/SAMEncoderPart3.onnx) |
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- | SAMEncoderPart3 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | TFLITE | 440.773 ms | 12 - 1099 MB | FP16 | NPU | [Segment-Anything-Model.tflite](https://huggingface.co/qualcomm/Segment-Anything-Model/blob/main/SAMEncoderPart3.tflite) |
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- | SAMEncoderPart3 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | QNN | 579.622 ms | 11 - 1115 MB | FP16 | NPU | Use Export Script |
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- | SAMEncoderPart3 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | ONNX | 472.649 ms | 39 - 4748 MB | FP16 | NPU | [Segment-Anything-Model.onnx](https://huggingface.co/qualcomm/Segment-Anything-Model/blob/main/SAMEncoderPart3.onnx) |
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- | SAMEncoderPart3 | QCS8550 (Proxy) | QCS8550 Proxy | TFLITE | 668.273 ms | 12 - 114 MB | FP16 | NPU | [Segment-Anything-Model.tflite](https://huggingface.co/qualcomm/Segment-Anything-Model/blob/main/SAMEncoderPart3.tflite) |
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- | SAMEncoderPart3 | QCS8550 (Proxy) | QCS8550 Proxy | QNN | 731.938 ms | 12 - 14 MB | FP16 | NPU | Use Export Script |
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- | SAMEncoderPart3 | SA7255P ADP | SA7255P | QNN | 1874.534 ms | 12 - 22 MB | FP16 | NPU | Use Export Script |
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- | SAMEncoderPart3 | SA8255 (Proxy) | SA8255P Proxy | TFLITE | 684.379 ms | 12 - 108 MB | FP16 | NPU | [Segment-Anything-Model.tflite](https://huggingface.co/qualcomm/Segment-Anything-Model/blob/main/SAMEncoderPart3.tflite) |
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- | SAMEncoderPart3 | SA8255 (Proxy) | SA8255P Proxy | QNN | 731.638 ms | 13 - 15 MB | FP16 | NPU | Use Export Script |
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- | SAMEncoderPart3 | SA8295P ADP | SA8295P | TFLITE | 725.387 ms | 12 - 1148 MB | FP16 | NPU | [Segment-Anything-Model.tflite](https://huggingface.co/qualcomm/Segment-Anything-Model/blob/main/SAMEncoderPart3.tflite) |
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- | SAMEncoderPart3 | SA8295P ADP | SA8295P | QNN | 781.146 ms | 0 - 6 MB | FP16 | NPU | Use Export Script |
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- | SAMEncoderPart3 | SA8650 (Proxy) | SA8650P Proxy | TFLITE | 683.645 ms | 12 - 112 MB | FP16 | NPU | [Segment-Anything-Model.tflite](https://huggingface.co/qualcomm/Segment-Anything-Model/blob/main/SAMEncoderPart3.tflite) |
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- | SAMEncoderPart3 | SA8650 (Proxy) | SA8650P Proxy | QNN | 735.421 ms | 13 - 14 MB | FP16 | NPU | Use Export Script |
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- | SAMEncoderPart3 | SA8775P ADP | SA8775P | TFLITE | 724.877 ms | 0 - 1107 MB | FP16 | NPU | [Segment-Anything-Model.tflite](https://huggingface.co/qualcomm/Segment-Anything-Model/blob/main/SAMEncoderPart3.tflite) |
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- | SAMEncoderPart3 | SA8775P ADP | SA8775P | QNN | 742.231 ms | 1 - 11 MB | FP16 | NPU | Use Export Script |
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- | SAMEncoderPart3 | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN | 632.458 ms | 12 - 12 MB | FP16 | NPU | Use Export Script |
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- | SAMEncoderPart3 | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 741.655 ms | 51 - 51 MB | FP16 | NPU | [Segment-Anything-Model.onnx](https://huggingface.co/qualcomm/Segment-Anything-Model/blob/main/SAMEncoderPart3.onnx) |
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- | SAMEncoderPart4 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | QNN | 833.428 ms | 12 - 100 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 | 682.163 ms | 0 - 53 MB | FP16 | NPU | [Segment-Anything-Model.onnx](https://huggingface.co/qualcomm/Segment-Anything-Model/blob/main/SAMEncoderPart4.onnx) |
129
- | SAMEncoderPart4 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | TFLITE | 437.593 ms | 11 - 1098 MB | FP16 | NPU | [Segment-Anything-Model.tflite](https://huggingface.co/qualcomm/Segment-Anything-Model/blob/main/SAMEncoderPart4.tflite) |
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- | SAMEncoderPart4 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | QNN | 531.361 ms | 10 - 1119 MB | FP16 | NPU | Use Export Script |
131
- | SAMEncoderPart4 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | ONNX | 563.94 ms | 26 - 5204 MB | FP16 | NPU | [Segment-Anything-Model.onnx](https://huggingface.co/qualcomm/Segment-Anything-Model/blob/main/SAMEncoderPart4.onnx) |
132
- | SAMEncoderPart4 | QCS8550 (Proxy) | QCS8550 Proxy | TFLITE | 675.986 ms | 12 - 102 MB | FP16 | NPU | [Segment-Anything-Model.tflite](https://huggingface.co/qualcomm/Segment-Anything-Model/blob/main/SAMEncoderPart4.tflite) |
133
- | SAMEncoderPart4 | QCS8550 (Proxy) | QCS8550 Proxy | QNN | 731.308 ms | 12 - 14 MB | FP16 | NPU | Use Export Script |
134
- | SAMEncoderPart4 | SA8255 (Proxy) | SA8255P Proxy | TFLITE | 677.387 ms | 12 - 103 MB | FP16 | NPU | [Segment-Anything-Model.tflite](https://huggingface.co/qualcomm/Segment-Anything-Model/blob/main/SAMEncoderPart4.tflite) |
135
- | SAMEncoderPart4 | SA8255 (Proxy) | SA8255P Proxy | QNN | 740.258 ms | 13 - 14 MB | FP16 | NPU | Use Export Script |
136
- | SAMEncoderPart4 | SA8295P ADP | SA8295P | TFLITE | 725.343 ms | 12 - 1150 MB | FP16 | NPU | [Segment-Anything-Model.tflite](https://huggingface.co/qualcomm/Segment-Anything-Model/blob/main/SAMEncoderPart4.tflite) |
137
- | SAMEncoderPart4 | SA8295P ADP | SA8295P | QNN | 782.501 ms | 0 - 6 MB | FP16 | NPU | Use Export Script |
138
- | SAMEncoderPart4 | SA8650 (Proxy) | SA8650P Proxy | TFLITE | 674.544 ms | 12 - 102 MB | FP16 | NPU | [Segment-Anything-Model.tflite](https://huggingface.co/qualcomm/Segment-Anything-Model/blob/main/SAMEncoderPart4.tflite) |
139
- | SAMEncoderPart4 | SA8650 (Proxy) | SA8650P Proxy | QNN | 745.54 ms | 13 - 14 MB | FP16 | NPU | Use Export Script |
140
- | SAMEncoderPart4 | SA8775P ADP | SA8775P | QNN | 738.7 ms | 12 - 22 MB | FP16 | NPU | Use Export Script |
141
- | SAMEncoderPart4 | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN | 628.108 ms | 12 - 12 MB | FP16 | NPU | Use Export Script |
142
- | SAMEncoderPart4 | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 739.45 ms | 53 - 53 MB | FP16 | NPU | [Segment-Anything-Model.onnx](https://huggingface.co/qualcomm/Segment-Anything-Model/blob/main/SAMEncoderPart4.onnx) |
143
- | SAMEncoderPart5 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | TFLITE | 671.428 ms | 12 - 107 MB | FP16 | NPU | [Segment-Anything-Model.tflite](https://huggingface.co/qualcomm/Segment-Anything-Model/blob/main/SAMEncoderPart5.tflite) |
144
- | SAMEncoderPart5 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | QNN | 844.265 ms | 12 - 102 MB | FP16 | NPU | [Segment-Anything-Model.so](https://huggingface.co/qualcomm/Segment-Anything-Model/blob/main/SAMEncoderPart5.so) |
145
- | SAMEncoderPart5 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | ONNX | 684.639 ms | 0 - 53 MB | FP16 | NPU | [Segment-Anything-Model.onnx](https://huggingface.co/qualcomm/Segment-Anything-Model/blob/main/SAMEncoderPart5.onnx) |
146
- | SAMEncoderPart5 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | TFLITE | 548.457 ms | 12 - 1096 MB | FP16 | NPU | [Segment-Anything-Model.tflite](https://huggingface.co/qualcomm/Segment-Anything-Model/blob/main/SAMEncoderPart5.tflite) |
147
- | SAMEncoderPart5 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | TFLITE | 484.471 ms | 11 - 1099 MB | FP16 | NPU | [Segment-Anything-Model.tflite](https://huggingface.co/qualcomm/Segment-Anything-Model/blob/main/SAMEncoderPart5.tflite) |
148
- | SAMEncoderPart5 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | QNN | 575.509 ms | 7 - 1111 MB | FP16 | NPU | Use Export Script |
149
- | SAMEncoderPart5 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | ONNX | 470.838 ms | 39 - 4742 MB | FP16 | NPU | [Segment-Anything-Model.onnx](https://huggingface.co/qualcomm/Segment-Anything-Model/blob/main/SAMEncoderPart5.onnx) |
150
- | SAMEncoderPart5 | QCS8550 (Proxy) | QCS8550 Proxy | TFLITE | 665.458 ms | 12 - 104 MB | FP16 | NPU | [Segment-Anything-Model.tflite](https://huggingface.co/qualcomm/Segment-Anything-Model/blob/main/SAMEncoderPart5.tflite) |
151
- | SAMEncoderPart5 | QCS8550 (Proxy) | QCS8550 Proxy | QNN | 720.635 ms | 12 - 14 MB | FP16 | NPU | Use Export Script |
152
- | SAMEncoderPart5 | SA7255P ADP | SA7255P | QNN | 1874.681 ms | 11 - 22 MB | FP16 | NPU | Use Export Script |
153
- | SAMEncoderPart5 | SA8255 (Proxy) | SA8255P Proxy | TFLITE | 691.758 ms | 12 - 113 MB | FP16 | NPU | [Segment-Anything-Model.tflite](https://huggingface.co/qualcomm/Segment-Anything-Model/blob/main/SAMEncoderPart5.tflite) |
154
- | SAMEncoderPart5 | SA8255 (Proxy) | SA8255P Proxy | QNN | 745.957 ms | 13 - 14 MB | FP16 | NPU | Use Export Script |
155
- | SAMEncoderPart5 | SA8295P ADP | SA8295P | TFLITE | 725.701 ms | 12 - 1149 MB | FP16 | NPU | [Segment-Anything-Model.tflite](https://huggingface.co/qualcomm/Segment-Anything-Model/blob/main/SAMEncoderPart5.tflite) |
156
- | SAMEncoderPart5 | SA8295P ADP | SA8295P | QNN | 782.525 ms | 0 - 6 MB | FP16 | NPU | Use Export Script |
157
- | SAMEncoderPart5 | SA8650 (Proxy) | SA8650P Proxy | TFLITE | 679.545 ms | 12 - 105 MB | FP16 | NPU | [Segment-Anything-Model.tflite](https://huggingface.co/qualcomm/Segment-Anything-Model/blob/main/SAMEncoderPart5.tflite) |
158
- | SAMEncoderPart5 | SA8650 (Proxy) | SA8650P Proxy | QNN | 730.129 ms | 13 - 15 MB | FP16 | NPU | Use Export Script |
159
- | SAMEncoderPart5 | SA8775P ADP | SA8775P | QNN | 741.02 ms | 1 - 11 MB | FP16 | NPU | Use Export Script |
160
- | SAMEncoderPart5 | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN | 640.949 ms | 12 - 12 MB | FP16 | NPU | Use Export Script |
161
- | SAMEncoderPart5 | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 735.548 ms | 51 - 51 MB | FP16 | NPU | [Segment-Anything-Model.onnx](https://huggingface.co/qualcomm/Segment-Anything-Model/blob/main/SAMEncoderPart5.onnx) |
162
- | SAMEncoderPart6 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | TFLITE | 677.701 ms | 12 - 102 MB | FP16 | NPU | [Segment-Anything-Model.tflite](https://huggingface.co/qualcomm/Segment-Anything-Model/blob/main/SAMEncoderPart6.tflite) |
163
- | SAMEncoderPart6 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | QNN | 841.659 ms | 12 - 109 MB | FP16 | NPU | [Segment-Anything-Model.so](https://huggingface.co/qualcomm/Segment-Anything-Model/blob/main/SAMEncoderPart6.so) |
164
- | SAMEncoderPart6 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | ONNX | 684.635 ms | 0 - 935 MB | FP16 | NPU | [Segment-Anything-Model.onnx](https://huggingface.co/qualcomm/Segment-Anything-Model/blob/main/SAMEncoderPart6.onnx) |
165
- | SAMEncoderPart6 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | TFLITE | 536.637 ms | 10 - 1099 MB | FP16 | NPU | [Segment-Anything-Model.tflite](https://huggingface.co/qualcomm/Segment-Anything-Model/blob/main/SAMEncoderPart6.tflite) |
166
- | SAMEncoderPart6 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | TFLITE | 485.849 ms | 11 - 1093 MB | FP16 | NPU | [Segment-Anything-Model.tflite](https://huggingface.co/qualcomm/Segment-Anything-Model/blob/main/SAMEncoderPart6.tflite) |
167
- | SAMEncoderPart6 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | QNN | 579.641 ms | 10 - 1114 MB | FP16 | NPU | Use Export Script |
168
- | SAMEncoderPart6 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | ONNX | 472.01 ms | 39 - 4745 MB | FP16 | NPU | [Segment-Anything-Model.onnx](https://huggingface.co/qualcomm/Segment-Anything-Model/blob/main/SAMEncoderPart6.onnx) |
169
- | SAMEncoderPart6 | QCS8550 (Proxy) | QCS8550 Proxy | TFLITE | 656.062 ms | 12 - 113 MB | FP16 | NPU | [Segment-Anything-Model.tflite](https://huggingface.co/qualcomm/Segment-Anything-Model/blob/main/SAMEncoderPart6.tflite) |
170
- | SAMEncoderPart6 | QCS8550 (Proxy) | QCS8550 Proxy | QNN | 730.888 ms | 12 - 14 MB | FP16 | NPU | Use Export Script |
171
- | SAMEncoderPart6 | SA7255P ADP | SA7255P | QNN | 1868.576 ms | 5 - 15 MB | FP16 | NPU | Use Export Script |
172
- | SAMEncoderPart6 | SA8255 (Proxy) | SA8255P Proxy | TFLITE | 688.443 ms | 12 - 102 MB | FP16 | NPU | [Segment-Anything-Model.tflite](https://huggingface.co/qualcomm/Segment-Anything-Model/blob/main/SAMEncoderPart6.tflite) |
173
- | SAMEncoderPart6 | SA8255 (Proxy) | SA8255P Proxy | QNN | 736.226 ms | 12 - 14 MB | FP16 | NPU | Use Export Script |
174
- | SAMEncoderPart6 | SA8295P ADP | SA8295P | TFLITE | 725.807 ms | 5 - 1142 MB | FP16 | NPU | [Segment-Anything-Model.tflite](https://huggingface.co/qualcomm/Segment-Anything-Model/blob/main/SAMEncoderPart6.tflite) |
175
- | SAMEncoderPart6 | SA8295P ADP | SA8295P | QNN | 782.131 ms | 0 - 6 MB | FP16 | NPU | Use Export Script |
176
- | SAMEncoderPart6 | SA8650 (Proxy) | SA8650P Proxy | TFLITE | 672.876 ms | 12 - 104 MB | FP16 | NPU | [Segment-Anything-Model.tflite](https://huggingface.co/qualcomm/Segment-Anything-Model/blob/main/SAMEncoderPart6.tflite) |
177
- | SAMEncoderPart6 | SA8650 (Proxy) | SA8650P Proxy | QNN | 740.495 ms | 16 - 18 MB | FP16 | NPU | Use Export Script |
178
- | SAMEncoderPart6 | SA8775P ADP | SA8775P | TFLITE | 726.536 ms | 0 - 1104 MB | FP16 | NPU | [Segment-Anything-Model.tflite](https://huggingface.co/qualcomm/Segment-Anything-Model/blob/main/SAMEncoderPart6.tflite) |
179
- | SAMEncoderPart6 | SA8775P ADP | SA8775P | QNN | 742.038 ms | 2 - 12 MB | FP16 | NPU | Use Export Script |
180
- | SAMEncoderPart6 | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN | 629.137 ms | 12 - 12 MB | FP16 | NPU | Use Export Script |
181
- | SAMEncoderPart6 | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 743.947 ms | 52 - 52 MB | FP16 | NPU | [Segment-Anything-Model.onnx](https://huggingface.co/qualcomm/Segment-Anything-Model/blob/main/SAMEncoderPart6.onnx) |
 
 
 
 
 
 
 
182
 
183
 
184
 
@@ -243,8 +250,8 @@ Profiling Results
243
  SAMDecoder
244
  Device : Samsung Galaxy S23 (13)
245
  Runtime : TFLITE
246
- Estimated inference time (ms) : 7.6
247
- Estimated peak memory usage (MB): [0, 31]
248
  Total # Ops : 845
249
  Compute Unit(s) : NPU (845 ops)
250
 
@@ -252,8 +259,8 @@ Compute Unit(s) : NPU (845 ops)
252
  SAMEncoderPart1
253
  Device : Samsung Galaxy S23 (13)
254
  Runtime : TFLITE
255
- Estimated inference time (ms) : 208.2
256
- Estimated peak memory usage (MB): [12, 74]
257
  Total # Ops : 585
258
  Compute Unit(s) : NPU (585 ops)
259
 
@@ -261,46 +268,46 @@ Compute Unit(s) : NPU (585 ops)
261
  SAMEncoderPart2
262
  Device : Samsung Galaxy S23 (13)
263
  Runtime : TFLITE
264
- Estimated inference time (ms) : 670.1
265
- Estimated peak memory usage (MB): [12, 104]
266
- Total # Ops : 580
267
- Compute Unit(s) : NPU (580 ops)
268
 
269
  ------------------------------------------------------------
270
  SAMEncoderPart3
271
  Device : Samsung Galaxy S23 (13)
272
  Runtime : TFLITE
273
- Estimated inference time (ms) : 686.4
274
- Estimated peak memory usage (MB): [12, 103]
275
- Total # Ops : 580
276
- Compute Unit(s) : NPU (580 ops)
277
 
278
  ------------------------------------------------------------
279
  SAMEncoderPart4
280
  Device : Samsung Galaxy S23 (13)
281
- Runtime : QNN
282
- Estimated inference time (ms) : 833.4
283
- Estimated peak memory usage (MB): [12, 100]
284
- Total # Ops : 613
285
- Compute Unit(s) : NPU (613 ops)
286
 
287
  ------------------------------------------------------------
288
  SAMEncoderPart5
289
  Device : Samsung Galaxy S23 (13)
290
  Runtime : TFLITE
291
- Estimated inference time (ms) : 671.4
292
- Estimated peak memory usage (MB): [12, 107]
293
- Total # Ops : 580
294
- Compute Unit(s) : NPU (580 ops)
295
 
296
  ------------------------------------------------------------
297
  SAMEncoderPart6
298
  Device : Samsung Galaxy S23 (13)
299
  Runtime : TFLITE
300
- Estimated inference time (ms) : 677.7
301
- Estimated peak memory usage (MB): [12, 102]
302
- Total # Ops : 580
303
- Compute Unit(s) : NPU (580 ops)
304
  ```
305
 
306
 
 
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 | 7.496 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 | 7.297 ms | 4 - 26 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 | 10.997 ms | 1 - 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 | 5.194 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 | 4 - 45 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 | 7.908 ms | 4 - 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 | 5.022 ms | 0 - 35 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 | 4.808 ms | 4 - 43 MB | FP16 | NPU | Use Export Script |
46
+ | SAMDecoder | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | ONNX | 8.33 ms | 3 - 48 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 | 7.482 ms | 0 - 34 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 | 6.833 ms | 4 - 7 MB | FP16 | NPU | Use Export Script |
49
+ | SAMDecoder | SA7255P ADP | SA7255P | TFLITE | 53.072 ms | 0 - 31 MB | FP16 | NPU | [Segment-Anything-Model.tflite](https://huggingface.co/qualcomm/Segment-Anything-Model/blob/main/SAMDecoder.tflite) |
50
+ | SAMDecoder | SA7255P ADP | SA7255P | QNN | 49.854 ms | 2 - 9 MB | FP16 | NPU | Use Export Script |
51
+ | SAMDecoder | SA8255 (Proxy) | SA8255P Proxy | TFLITE | 7.488 ms | 0 - 33 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 | 6.856 ms | 4 - 6 MB | FP16 | NPU | Use Export Script |
53
+ | SAMDecoder | SA8295P ADP | SA8295P | TFLITE | 10.448 ms | 0 - 35 MB | FP16 | NPU | [Segment-Anything-Model.tflite](https://huggingface.co/qualcomm/Segment-Anything-Model/blob/main/SAMDecoder.tflite) |
54
+ | SAMDecoder | SA8295P ADP | SA8295P | QNN | 9.023 ms | 0 - 14 MB | FP16 | NPU | Use Export Script |
55
+ | SAMDecoder | SA8650 (Proxy) | SA8650P Proxy | TFLITE | 7.468 ms | 0 - 31 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 | 6.898 ms | 4 - 7 MB | FP16 | NPU | Use Export Script |
57
+ | SAMDecoder | SA8775P ADP | SA8775P | TFLITE | 10.481 ms | 0 - 32 MB | FP16 | NPU | [Segment-Anything-Model.tflite](https://huggingface.co/qualcomm/Segment-Anything-Model/blob/main/SAMDecoder.tflite) |
58
+ | SAMDecoder | SA8775P ADP | SA8775P | QNN | 9.672 ms | 1 - 11 MB | FP16 | NPU | Use Export Script |
59
+ | SAMDecoder | QCS8450 (Proxy) | QCS8450 Proxy | TFLITE | 8.944 ms | 0 - 39 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 | 8.3 ms | 4 - 47 MB | FP16 | NPU | Use Export Script |
61
+ | SAMDecoder | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN | 7.387 ms | 4 - 4 MB | FP16 | NPU | Use Export Script |
62
+ | SAMDecoder | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 14.654 ms | 13 - 13 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 | 209.019 ms | 12 - 69 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 | 205.936 ms | 12 - 93 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 | 170.285 ms | 25 - 176 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 | 148.733 ms | 10 - 653 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 | 146.052 ms | 12 - 652 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 | 120.931 ms | 24 - 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 | 146.901 ms | 12 - 670 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 | 142.17 ms | 3 - 654 MB | FP16 | NPU | Use Export Script |
71
+ | SAMEncoderPart1 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | ONNX | 108.126 ms | 24 - 673 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 | 209.39 ms | 12 - 78 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 | 175.952 ms | 12 - 15 MB | FP16 | NPU | Use Export Script |
74
+ | SAMEncoderPart1 | SA7255P ADP | SA7255P | TFLITE | 1176.456 ms | 12 - 655 MB | FP16 | NPU | [Segment-Anything-Model.tflite](https://huggingface.co/qualcomm/Segment-Anything-Model/blob/main/SAMEncoderPart1.tflite) |
75
+ | SAMEncoderPart1 | SA7255P ADP | SA7255P | QNN | 1101.014 ms | 4 - 12 MB | FP16 | NPU | Use Export Script |
76
+ | SAMEncoderPart1 | SA8255 (Proxy) | SA8255P Proxy | TFLITE | 208.032 ms | 12 - 74 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 | 178.079 ms | 12 - 15 MB | FP16 | NPU | Use Export Script |
78
+ | SAMEncoderPart1 | SA8295P ADP | SA8295P | TFLITE | 243.729 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 | 207.581 ms | 0 - 14 MB | FP16 | NPU | Use Export Script |
80
+ | SAMEncoderPart1 | SA8650 (Proxy) | SA8650P Proxy | TFLITE | 206.899 ms | 12 - 79 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 | 178.981 ms | 12 - 14 MB | FP16 | NPU | Use Export Script |
82
+ | SAMEncoderPart1 | SA8775P ADP | SA8775P | TFLITE | 252.41 ms | 12 - 655 MB | FP16 | NPU | [Segment-Anything-Model.tflite](https://huggingface.co/qualcomm/Segment-Anything-Model/blob/main/SAMEncoderPart1.tflite) |
83
+ | SAMEncoderPart1 | SA8775P ADP | SA8775P | QNN | 211.388 ms | 1 - 11 MB | FP16 | NPU | Use Export Script |
84
+ | SAMEncoderPart1 | QCS8450 (Proxy) | QCS8450 Proxy | TFLITE | 232.157 ms | 12 - 995 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 | 222.335 ms | 4 - 965 MB | FP16 | NPU | Use Export Script |
86
+ | SAMEncoderPart1 | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN | 171.549 ms | 12 - 12 MB | FP16 | NPU | Use Export Script |
87
+ | SAMEncoderPart1 | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 181.095 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 | 654.976 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 | 832.207 ms | 12 - 110 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 | 694.809 ms | 0 - 201 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 | QNN | 661.317 ms | 12 - 1110 MB | FP16 | NPU | [Segment-Anything-Model.so](https://huggingface.co/qualcomm/Segment-Anything-Model/blob/main/SAMEncoderPart2.so) |
92
+ | SAMEncoderPart2 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | TFLITE | 472.889 ms | 12 - 1148 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 | 528.224 ms | 12 - 1115 MB | FP16 | NPU | Use Export Script |
94
+ | SAMEncoderPart2 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | ONNX | 462.973 ms | 25 - 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 | 654.376 ms | 12 - 104 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 | 728.462 ms | 12 - 14 MB | FP16 | NPU | Use Export Script |
97
+ | SAMEncoderPart2 | SA8255 (Proxy) | SA8255P Proxy | TFLITE | 684.138 ms | 12 - 104 MB | FP16 | NPU | [Segment-Anything-Model.tflite](https://huggingface.co/qualcomm/Segment-Anything-Model/blob/main/SAMEncoderPart2.tflite) |
98
+ | SAMEncoderPart2 | SA8255 (Proxy) | SA8255P Proxy | QNN | 744.998 ms | 12 - 15 MB | FP16 | NPU | Use Export Script |
99
+ | SAMEncoderPart2 | SA8295P ADP | SA8295P | TFLITE | 704.249 ms | 12 - 1176 MB | FP16 | NPU | [Segment-Anything-Model.tflite](https://huggingface.co/qualcomm/Segment-Anything-Model/blob/main/SAMEncoderPart2.tflite) |
100
+ | SAMEncoderPart2 | SA8295P ADP | SA8295P | QNN | 782.37 ms | 0 - 14 MB | FP16 | NPU | Use Export Script |
101
+ | SAMEncoderPart2 | SA8650 (Proxy) | SA8650P Proxy | TFLITE | 624.867 ms | 12 - 110 MB | FP16 | NPU | [Segment-Anything-Model.tflite](https://huggingface.co/qualcomm/Segment-Anything-Model/blob/main/SAMEncoderPart2.tflite) |
102
+ | SAMEncoderPart2 | SA8650 (Proxy) | SA8650P Proxy | QNN | 743.875 ms | 12 - 14 MB | FP16 | NPU | Use Export Script |
103
+ | SAMEncoderPart2 | SA8775P ADP | SA8775P | TFLITE | 722.805 ms | 0 - 1144 MB | FP16 | NPU | [Segment-Anything-Model.tflite](https://huggingface.co/qualcomm/Segment-Anything-Model/blob/main/SAMEncoderPart2.tflite) |
104
+ | SAMEncoderPart2 | SA8775P ADP | SA8775P | QNN | 739.926 ms | 1 - 11 MB | FP16 | NPU | Use Export Script |
105
+ | SAMEncoderPart2 | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN | 635.324 ms | 12 - 12 MB | FP16 | NPU | Use Export Script |
106
+ | SAMEncoderPart2 | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 741.229 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 | 659.742 ms | 12 - 114 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 | 849.715 ms | 1 - 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 | 687.45 ms | 12 - 211 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 | QNN | 682.052 ms | 12 - 1108 MB | FP16 | NPU | [Segment-Anything-Model.so](https://huggingface.co/qualcomm/Segment-Anything-Model/blob/main/SAMEncoderPart3.so) |
111
+ | SAMEncoderPart3 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | ONNX | 609.933 ms | 24 - 1425 MB | FP16 | NPU | [Segment-Anything-Model.onnx](https://huggingface.co/qualcomm/Segment-Anything-Model/blob/main/SAMEncoderPart3.onnx) |
112
+ | SAMEncoderPart3 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | TFLITE | 423.957 ms | 12 - 1149 MB | FP16 | NPU | [Segment-Anything-Model.tflite](https://huggingface.co/qualcomm/Segment-Anything-Model/blob/main/SAMEncoderPart3.tflite) |
113
+ | SAMEncoderPart3 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | QNN | 577.926 ms | 12 - 1114 MB | FP16 | NPU | Use Export Script |
114
+ | SAMEncoderPart3 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | ONNX | 463.85 ms | 24 - 1409 MB | FP16 | NPU | [Segment-Anything-Model.onnx](https://huggingface.co/qualcomm/Segment-Anything-Model/blob/main/SAMEncoderPart3.onnx) |
115
+ | SAMEncoderPart3 | QCS8550 (Proxy) | QCS8550 Proxy | TFLITE | 658.397 ms | 12 - 105 MB | FP16 | NPU | [Segment-Anything-Model.tflite](https://huggingface.co/qualcomm/Segment-Anything-Model/blob/main/SAMEncoderPart3.tflite) |
116
+ | SAMEncoderPart3 | QCS8550 (Proxy) | QCS8550 Proxy | QNN | 719.036 ms | 12 - 14 MB | FP16 | NPU | Use Export Script |
117
+ | SAMEncoderPart3 | SA7255P ADP | SA7255P | QNN | 1877.658 ms | 4 - 13 MB | FP16 | NPU | Use Export Script |
118
+ | SAMEncoderPart3 | SA8255 (Proxy) | SA8255P Proxy | TFLITE | 658.984 ms | 12 - 106 MB | FP16 | NPU | [Segment-Anything-Model.tflite](https://huggingface.co/qualcomm/Segment-Anything-Model/blob/main/SAMEncoderPart3.tflite) |
119
+ | SAMEncoderPart3 | SA8255 (Proxy) | SA8255P Proxy | QNN | 746.128 ms | 12 - 15 MB | FP16 | NPU | Use Export Script |
120
+ | SAMEncoderPart3 | SA8295P ADP | SA8295P | TFLITE | 707.389 ms | 11 - 1169 MB | FP16 | NPU | [Segment-Anything-Model.tflite](https://huggingface.co/qualcomm/Segment-Anything-Model/blob/main/SAMEncoderPart3.tflite) |
121
+ | SAMEncoderPart3 | SA8295P ADP | SA8295P | QNN | 780.808 ms | 0 - 15 MB | FP16 | NPU | Use Export Script |
122
+ | SAMEncoderPart3 | SA8650 (Proxy) | SA8650P Proxy | TFLITE | 650.209 ms | 12 - 104 MB | FP16 | NPU | [Segment-Anything-Model.tflite](https://huggingface.co/qualcomm/Segment-Anything-Model/blob/main/SAMEncoderPart3.tflite) |
123
+ | SAMEncoderPart3 | SA8650 (Proxy) | SA8650P Proxy | QNN | 741.658 ms | 12 - 14 MB | FP16 | NPU | Use Export Script |
124
+ | SAMEncoderPart3 | SA8775P ADP | SA8775P | TFLITE | 699.588 ms | 0 - 1145 MB | FP16 | NPU | [Segment-Anything-Model.tflite](https://huggingface.co/qualcomm/Segment-Anything-Model/blob/main/SAMEncoderPart3.tflite) |
125
+ | SAMEncoderPart3 | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN | 682.704 ms | 12 - 12 MB | FP16 | NPU | Use Export Script |
126
+ | SAMEncoderPart3 | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 741.666 ms | 53 - 53 MB | FP16 | NPU | [Segment-Anything-Model.onnx](https://huggingface.co/qualcomm/Segment-Anything-Model/blob/main/SAMEncoderPart3.onnx) |
127
+ | SAMEncoderPart4 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | TFLITE | 660.425 ms | 12 - 103 MB | FP16 | NPU | [Segment-Anything-Model.tflite](https://huggingface.co/qualcomm/Segment-Anything-Model/blob/main/SAMEncoderPart4.tflite) |
128
+ | SAMEncoderPart4 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | QNN | 850.796 ms | 12 - 111 MB | FP16 | NPU | [Segment-Anything-Model.so](https://huggingface.co/qualcomm/Segment-Anything-Model/blob/main/SAMEncoderPart4.so) |
129
+ | SAMEncoderPart4 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | ONNX | 735.756 ms | 24 - 217 MB | FP16 | NPU | [Segment-Anything-Model.onnx](https://huggingface.co/qualcomm/Segment-Anything-Model/blob/main/SAMEncoderPart4.onnx) |
130
+ | SAMEncoderPart4 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | QNN | 676.625 ms | 3 - 1105 MB | FP16 | NPU | [Segment-Anything-Model.so](https://huggingface.co/qualcomm/Segment-Anything-Model/blob/main/SAMEncoderPart4.so) |
131
+ | SAMEncoderPart4 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | ONNX | 606.957 ms | 23 - 1418 MB | FP16 | NPU | [Segment-Anything-Model.onnx](https://huggingface.co/qualcomm/Segment-Anything-Model/blob/main/SAMEncoderPart4.onnx) |
132
+ | SAMEncoderPart4 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | TFLITE | 469.821 ms | 11 - 1144 MB | FP16 | NPU | [Segment-Anything-Model.tflite](https://huggingface.co/qualcomm/Segment-Anything-Model/blob/main/SAMEncoderPart4.tflite) |
133
+ | SAMEncoderPart4 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | QNN | 574.694 ms | 10 - 1118 MB | FP16 | NPU | Use Export Script |
134
+ | SAMEncoderPart4 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | ONNX | 462.452 ms | 36 - 1417 MB | FP16 | NPU | [Segment-Anything-Model.onnx](https://huggingface.co/qualcomm/Segment-Anything-Model/blob/main/SAMEncoderPart4.onnx) |
135
+ | SAMEncoderPart4 | QCS8550 (Proxy) | QCS8550 Proxy | TFLITE | 661.229 ms | 12 - 103 MB | FP16 | NPU | [Segment-Anything-Model.tflite](https://huggingface.co/qualcomm/Segment-Anything-Model/blob/main/SAMEncoderPart4.tflite) |
136
+ | SAMEncoderPart4 | QCS8550 (Proxy) | QCS8550 Proxy | QNN | 727.569 ms | 12 - 15 MB | FP16 | NPU | Use Export Script |
137
+ | SAMEncoderPart4 | SA7255P ADP | SA7255P | QNN | 1869.043 ms | 8 - 17 MB | FP16 | NPU | Use Export Script |
138
+ | SAMEncoderPart4 | SA8255 (Proxy) | SA8255P Proxy | TFLITE | 662.568 ms | 12 - 103 MB | FP16 | NPU | [Segment-Anything-Model.tflite](https://huggingface.co/qualcomm/Segment-Anything-Model/blob/main/SAMEncoderPart4.tflite) |
139
+ | SAMEncoderPart4 | SA8255 (Proxy) | SA8255P Proxy | QNN | 733.293 ms | 12 - 14 MB | FP16 | NPU | Use Export Script |
140
+ | SAMEncoderPart4 | SA8295P ADP | SA8295P | TFLITE | 706.266 ms | 12 - 1172 MB | FP16 | NPU | [Segment-Anything-Model.tflite](https://huggingface.co/qualcomm/Segment-Anything-Model/blob/main/SAMEncoderPart4.tflite) |
141
+ | SAMEncoderPart4 | SA8295P ADP | SA8295P | QNN | 784.772 ms | 0 - 15 MB | FP16 | NPU | Use Export Script |
142
+ | SAMEncoderPart4 | SA8650 (Proxy) | SA8650P Proxy | TFLITE | 656.939 ms | 12 - 108 MB | FP16 | NPU | [Segment-Anything-Model.tflite](https://huggingface.co/qualcomm/Segment-Anything-Model/blob/main/SAMEncoderPart4.tflite) |
143
+ | SAMEncoderPart4 | SA8650 (Proxy) | SA8650P Proxy | QNN | 741.153 ms | 12 - 14 MB | FP16 | NPU | Use Export Script |
144
+ | SAMEncoderPart4 | SA8775P ADP | SA8775P | TFLITE | 717.416 ms | 0 - 1143 MB | FP16 | NPU | [Segment-Anything-Model.tflite](https://huggingface.co/qualcomm/Segment-Anything-Model/blob/main/SAMEncoderPart4.tflite) |
145
+ | SAMEncoderPart4 | SA8775P ADP | SA8775P | QNN | 739.764 ms | 6 - 15 MB | FP16 | NPU | Use Export Script |
146
+ | SAMEncoderPart4 | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN | 629.135 ms | 12 - 12 MB | FP16 | NPU | Use Export Script |
147
+ | SAMEncoderPart4 | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 742.285 ms | 52 - 52 MB | FP16 | NPU | [Segment-Anything-Model.onnx](https://huggingface.co/qualcomm/Segment-Anything-Model/blob/main/SAMEncoderPart4.onnx) |
148
+ | SAMEncoderPart5 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | TFLITE | 664.891 ms | 12 - 102 MB | FP16 | NPU | [Segment-Anything-Model.tflite](https://huggingface.co/qualcomm/Segment-Anything-Model/blob/main/SAMEncoderPart5.tflite) |
149
+ | SAMEncoderPart5 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | QNN | 818.349 ms | 12 - 120 MB | FP16 | NPU | [Segment-Anything-Model.so](https://huggingface.co/qualcomm/Segment-Anything-Model/blob/main/SAMEncoderPart5.so) |
150
+ | SAMEncoderPart5 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | ONNX | 752.745 ms | 24 - 211 MB | FP16 | NPU | [Segment-Anything-Model.onnx](https://huggingface.co/qualcomm/Segment-Anything-Model/blob/main/SAMEncoderPart5.onnx) |
151
+ | SAMEncoderPart5 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | QNN | 666.563 ms | 6 - 1101 MB | FP16 | NPU | [Segment-Anything-Model.so](https://huggingface.co/qualcomm/Segment-Anything-Model/blob/main/SAMEncoderPart5.so) |
152
+ | SAMEncoderPart5 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | ONNX | 578.332 ms | 18 - 1423 MB | FP16 | NPU | [Segment-Anything-Model.onnx](https://huggingface.co/qualcomm/Segment-Anything-Model/blob/main/SAMEncoderPart5.onnx) |
153
+ | SAMEncoderPart5 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | TFLITE | 471.325 ms | 12 - 1147 MB | FP16 | NPU | [Segment-Anything-Model.tflite](https://huggingface.co/qualcomm/Segment-Anything-Model/blob/main/SAMEncoderPart5.tflite) |
154
+ | SAMEncoderPart5 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | QNN | 577.197 ms | 12 - 1114 MB | FP16 | NPU | Use Export Script |
155
+ | SAMEncoderPart5 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | ONNX | 461.817 ms | 36 - 1424 MB | FP16 | NPU | [Segment-Anything-Model.onnx](https://huggingface.co/qualcomm/Segment-Anything-Model/blob/main/SAMEncoderPart5.onnx) |
156
+ | SAMEncoderPart5 | QCS8550 (Proxy) | QCS8550 Proxy | TFLITE | 655.75 ms | 12 - 118 MB | FP16 | NPU | [Segment-Anything-Model.tflite](https://huggingface.co/qualcomm/Segment-Anything-Model/blob/main/SAMEncoderPart5.tflite) |
157
+ | SAMEncoderPart5 | QCS8550 (Proxy) | QCS8550 Proxy | QNN | 749.162 ms | 12 - 15 MB | FP16 | NPU | Use Export Script |
158
+ | SAMEncoderPart5 | SA7255P ADP | SA7255P | QNN | 1874.378 ms | 4 - 13 MB | FP16 | NPU | Use Export Script |
159
+ | SAMEncoderPart5 | SA8255 (Proxy) | SA8255P Proxy | TFLITE | 665.3 ms | 12 - 113 MB | FP16 | NPU | [Segment-Anything-Model.tflite](https://huggingface.co/qualcomm/Segment-Anything-Model/blob/main/SAMEncoderPart5.tflite) |
160
+ | SAMEncoderPart5 | SA8255 (Proxy) | SA8255P Proxy | QNN | 736.349 ms | 12 - 14 MB | FP16 | NPU | Use Export Script |
161
+ | SAMEncoderPart5 | SA8295P ADP | SA8295P | TFLITE | 1.844674407370935e+16 ms | 12 - 1172 MB | FP16 | NPU | [Segment-Anything-Model.tflite](https://huggingface.co/qualcomm/Segment-Anything-Model/blob/main/SAMEncoderPart5.tflite) |
162
+ | SAMEncoderPart5 | SA8295P ADP | SA8295P | QNN | 783.84 ms | 1 - 15 MB | FP16 | NPU | Use Export Script |
163
+ | SAMEncoderPart5 | SA8650 (Proxy) | SA8650P Proxy | TFLITE | 654.117 ms | 12 - 115 MB | FP16 | NPU | [Segment-Anything-Model.tflite](https://huggingface.co/qualcomm/Segment-Anything-Model/blob/main/SAMEncoderPart5.tflite) |
164
+ | SAMEncoderPart5 | SA8650 (Proxy) | SA8650P Proxy | QNN | 743.603 ms | 12 - 15 MB | FP16 | NPU | Use Export Script |
165
+ | SAMEncoderPart5 | SA8775P ADP | SA8775P | TFLITE | 718.325 ms | 0 - 1144 MB | FP16 | NPU | [Segment-Anything-Model.tflite](https://huggingface.co/qualcomm/Segment-Anything-Model/blob/main/SAMEncoderPart5.tflite) |
166
+ | SAMEncoderPart5 | SA8775P ADP | SA8775P | QNN | 740.649 ms | 12 - 22 MB | FP16 | NPU | Use Export Script |
167
+ | SAMEncoderPart5 | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN | 633.494 ms | 12 - 12 MB | FP16 | NPU | Use Export Script |
168
+ | SAMEncoderPart5 | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 742.408 ms | 52 - 52 MB | FP16 | NPU | [Segment-Anything-Model.onnx](https://huggingface.co/qualcomm/Segment-Anything-Model/blob/main/SAMEncoderPart5.onnx) |
169
+ | SAMEncoderPart6 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | TFLITE | 655.189 ms | 12 - 108 MB | FP16 | NPU | [Segment-Anything-Model.tflite](https://huggingface.co/qualcomm/Segment-Anything-Model/blob/main/SAMEncoderPart6.tflite) |
170
+ | SAMEncoderPart6 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | QNN | 807.274 ms | 12 - 120 MB | FP16 | NPU | [Segment-Anything-Model.so](https://huggingface.co/qualcomm/Segment-Anything-Model/blob/main/SAMEncoderPart6.so) |
171
+ | SAMEncoderPart6 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | ONNX | 755.205 ms | 12 - 204 MB | FP16 | NPU | [Segment-Anything-Model.onnx](https://huggingface.co/qualcomm/Segment-Anything-Model/blob/main/SAMEncoderPart6.onnx) |
172
+ | SAMEncoderPart6 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | QNN | 668.409 ms | 1212 - 2314 MB | FP16 | NPU | [Segment-Anything-Model.so](https://huggingface.co/qualcomm/Segment-Anything-Model/blob/main/SAMEncoderPart6.so) |
173
+ | SAMEncoderPart6 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | ONNX | 584.922 ms | 24 - 1421 MB | FP16 | NPU | [Segment-Anything-Model.onnx](https://huggingface.co/qualcomm/Segment-Anything-Model/blob/main/SAMEncoderPart6.onnx) |
174
+ | SAMEncoderPart6 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | TFLITE | 475.467 ms | 11 - 1140 MB | FP16 | NPU | [Segment-Anything-Model.tflite](https://huggingface.co/qualcomm/Segment-Anything-Model/blob/main/SAMEncoderPart6.tflite) |
175
+ | SAMEncoderPart6 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | QNN | 528.924 ms | 10 - 1114 MB | FP16 | NPU | Use Export Script |
176
+ | SAMEncoderPart6 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | ONNX | 439.119 ms | 36 - 1413 MB | FP16 | NPU | [Segment-Anything-Model.onnx](https://huggingface.co/qualcomm/Segment-Anything-Model/blob/main/SAMEncoderPart6.onnx) |
177
+ | SAMEncoderPart6 | QCS8550 (Proxy) | QCS8550 Proxy | TFLITE | 665.633 ms | 12 - 108 MB | FP16 | NPU | [Segment-Anything-Model.tflite](https://huggingface.co/qualcomm/Segment-Anything-Model/blob/main/SAMEncoderPart6.tflite) |
178
+ | SAMEncoderPart6 | QCS8550 (Proxy) | QCS8550 Proxy | QNN | 727.32 ms | 12 - 15 MB | FP16 | NPU | Use Export Script |
179
+ | SAMEncoderPart6 | SA8255 (Proxy) | SA8255P Proxy | TFLITE | 667.805 ms | 12 - 107 MB | FP16 | NPU | [Segment-Anything-Model.tflite](https://huggingface.co/qualcomm/Segment-Anything-Model/blob/main/SAMEncoderPart6.tflite) |
180
+ | SAMEncoderPart6 | SA8255 (Proxy) | SA8255P Proxy | QNN | 742.425 ms | 12 - 14 MB | FP16 | NPU | Use Export Script |
181
+ | SAMEncoderPart6 | SA8295P ADP | SA8295P | TFLITE | 706.978 ms | 12 - 1175 MB | FP16 | NPU | [Segment-Anything-Model.tflite](https://huggingface.co/qualcomm/Segment-Anything-Model/blob/main/SAMEncoderPart6.tflite) |
182
+ | SAMEncoderPart6 | SA8295P ADP | SA8295P | QNN | 784.131 ms | 0 - 14 MB | FP16 | NPU | Use Export Script |
183
+ | SAMEncoderPart6 | SA8650 (Proxy) | SA8650P Proxy | TFLITE | 675.893 ms | 12 - 115 MB | FP16 | NPU | [Segment-Anything-Model.tflite](https://huggingface.co/qualcomm/Segment-Anything-Model/blob/main/SAMEncoderPart6.tflite) |
184
+ | SAMEncoderPart6 | SA8650 (Proxy) | SA8650P Proxy | QNN | 739.078 ms | 12 - 15 MB | FP16 | NPU | Use Export Script |
185
+ | SAMEncoderPart6 | SA8775P ADP | SA8775P | TFLITE | 703.126 ms | 0 - 1144 MB | FP16 | NPU | [Segment-Anything-Model.tflite](https://huggingface.co/qualcomm/Segment-Anything-Model/blob/main/SAMEncoderPart6.tflite) |
186
+ | SAMEncoderPart6 | SA8775P ADP | SA8775P | QNN | 740.372 ms | 1 - 11 MB | FP16 | NPU | Use Export Script |
187
+ | SAMEncoderPart6 | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN | 634.143 ms | 12 - 12 MB | FP16 | NPU | Use Export Script |
188
+ | SAMEncoderPart6 | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 726.741 ms | 51 - 51 MB | FP16 | NPU | [Segment-Anything-Model.onnx](https://huggingface.co/qualcomm/Segment-Anything-Model/blob/main/SAMEncoderPart6.onnx) |
189
 
190
 
191
 
 
250
  SAMDecoder
251
  Device : Samsung Galaxy S23 (13)
252
  Runtime : TFLITE
253
+ Estimated inference time (ms) : 7.5
254
+ Estimated peak memory usage (MB): [0, 29]
255
  Total # Ops : 845
256
  Compute Unit(s) : NPU (845 ops)
257
 
 
259
  SAMEncoderPart1
260
  Device : Samsung Galaxy S23 (13)
261
  Runtime : TFLITE
262
+ Estimated inference time (ms) : 209.0
263
+ Estimated peak memory usage (MB): [12, 69]
264
  Total # Ops : 585
265
  Compute Unit(s) : NPU (585 ops)
266
 
 
268
  SAMEncoderPart2
269
  Device : Samsung Galaxy S23 (13)
270
  Runtime : TFLITE
271
+ Estimated inference time (ms) : 655.0
272
+ Estimated peak memory usage (MB): [12, 110]
273
+ Total # Ops : 573
274
+ Compute Unit(s) : NPU (573 ops)
275
 
276
  ------------------------------------------------------------
277
  SAMEncoderPart3
278
  Device : Samsung Galaxy S23 (13)
279
  Runtime : TFLITE
280
+ Estimated inference time (ms) : 659.7
281
+ Estimated peak memory usage (MB): [12, 114]
282
+ Total # Ops : 573
283
+ Compute Unit(s) : NPU (573 ops)
284
 
285
  ------------------------------------------------------------
286
  SAMEncoderPart4
287
  Device : Samsung Galaxy S23 (13)
288
+ Runtime : TFLITE
289
+ Estimated inference time (ms) : 660.4
290
+ Estimated peak memory usage (MB): [12, 103]
291
+ Total # Ops : 573
292
+ Compute Unit(s) : NPU (573 ops)
293
 
294
  ------------------------------------------------------------
295
  SAMEncoderPart5
296
  Device : Samsung Galaxy S23 (13)
297
  Runtime : TFLITE
298
+ Estimated inference time (ms) : 664.9
299
+ Estimated peak memory usage (MB): [12, 102]
300
+ Total # Ops : 573
301
+ Compute Unit(s) : NPU (573 ops)
302
 
303
  ------------------------------------------------------------
304
  SAMEncoderPart6
305
  Device : Samsung Galaxy S23 (13)
306
  Runtime : TFLITE
307
+ Estimated inference time (ms) : 655.2
308
+ Estimated peak memory usage (MB): [12, 108]
309
+ Total # Ops : 573
310
+ Compute Unit(s) : NPU (573 ops)
311
  ```
312
 
313