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Segment-Anything-Model

Image Segmentation
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LiteRT
ONNX
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@@ -35,171 +35,168 @@ 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 | 7.496 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 | 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) |
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- | 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) |
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- | 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) |
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- | 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) |
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- | 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) |
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- | 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) |
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- | SAMDecoder | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | QNN | 4.808 ms | 4 - 43 MB | FP16 | NPU | Use Export Script |
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- | 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) |
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- | 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) |
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- | SAMDecoder | QCS8550 (Proxy) | QCS8550 Proxy | QNN | 6.833 ms | 4 - 7 MB | FP16 | NPU | Use Export Script |
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- | 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) |
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- | SAMDecoder | SA7255P ADP | SA7255P | QNN | 49.854 ms | 2 - 9 MB | FP16 | NPU | Use Export Script |
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- | 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) |
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- | SAMDecoder | SA8255 (Proxy) | SA8255P Proxy | QNN | 6.856 ms | 4 - 6 MB | FP16 | NPU | Use Export Script |
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- | 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) |
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- | SAMDecoder | SA8295P ADP | SA8295P | QNN | 9.023 ms | 0 - 14 MB | FP16 | NPU | Use Export Script |
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- | 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) |
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- | SAMDecoder | SA8650 (Proxy) | SA8650P Proxy | QNN | 6.898 ms | 4 - 7 MB | FP16 | NPU | Use Export Script |
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- | 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) |
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- | SAMDecoder | SA8775P ADP | SA8775P | QNN | 9.672 ms | 1 - 11 MB | FP16 | NPU | Use Export Script |
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- | 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) |
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- | SAMDecoder | QCS8450 (Proxy) | QCS8450 Proxy | QNN | 8.3 ms | 4 - 47 MB | FP16 | NPU | Use Export Script |
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- | SAMDecoder | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN | 7.387 ms | 4 - 4 MB | FP16 | NPU | Use Export Script |
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- | 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) |
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- | 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) |
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- | 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) |
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- | 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) |
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- | 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) |
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- | 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) |
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- | 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) |
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- | 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) |
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- | SAMEncoderPart1 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | QNN | 142.17 ms | 3 - 654 MB | FP16 | NPU | Use Export Script |
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- | 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) |
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- | 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) |
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- | SAMEncoderPart1 | QCS8550 (Proxy) | QCS8550 Proxy | QNN | 175.952 ms | 12 - 15 MB | FP16 | NPU | Use Export Script |
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- | 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) |
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- | SAMEncoderPart1 | SA7255P ADP | SA7255P | QNN | 1101.014 ms | 4 - 12 MB | FP16 | NPU | Use Export Script |
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- | 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) |
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- | SAMEncoderPart1 | SA8255 (Proxy) | SA8255P Proxy | QNN | 178.079 ms | 12 - 15 MB | FP16 | NPU | Use Export Script |
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- | 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) |
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- | SAMEncoderPart1 | SA8295P ADP | SA8295P | QNN | 207.581 ms | 0 - 14 MB | FP16 | NPU | Use Export Script |
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- | 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) |
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- | SAMEncoderPart1 | SA8650 (Proxy) | SA8650P Proxy | QNN | 178.981 ms | 12 - 14 MB | FP16 | NPU | Use Export Script |
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- | 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) |
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- | SAMEncoderPart1 | SA8775P ADP | SA8775P | QNN | 211.388 ms | 1 - 11 MB | FP16 | NPU | Use Export Script |
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- | 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) |
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- | SAMEncoderPart1 | QCS8450 (Proxy) | QCS8450 Proxy | QNN | 222.335 ms | 4 - 965 MB | FP16 | NPU | Use Export Script |
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- | SAMEncoderPart1 | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN | 171.549 ms | 12 - 12 MB | FP16 | NPU | Use Export Script |
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- | 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) |
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- | 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) |
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- | 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) |
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- | 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) |
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- | 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) |
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- | 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) |
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- | SAMEncoderPart2 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | QNN | 528.224 ms | 12 - 1115 MB | FP16 | NPU | Use Export Script |
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- | 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) |
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- | 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) |
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- | SAMEncoderPart2 | QCS8550 (Proxy) | QCS8550 Proxy | QNN | 728.462 ms | 12 - 14 MB | FP16 | NPU | Use Export Script |
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- | 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) |
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- | SAMEncoderPart2 | SA8255 (Proxy) | SA8255P Proxy | QNN | 744.998 ms | 12 - 15 MB | FP16 | NPU | Use Export Script |
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- | 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) |
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- | SAMEncoderPart2 | SA8295P ADP | SA8295P | QNN | 782.37 ms | 0 - 14 MB | FP16 | NPU | Use Export Script |
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- | 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) |
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- | SAMEncoderPart2 | SA8650 (Proxy) | SA8650P Proxy | QNN | 743.875 ms | 12 - 14 MB | FP16 | NPU | Use Export Script |
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- | 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) |
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- | SAMEncoderPart2 | SA8775P ADP | SA8775P | QNN | 739.926 ms | 1 - 11 MB | FP16 | NPU | Use Export Script |
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- | SAMEncoderPart2 | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN | 635.324 ms | 12 - 12 MB | FP16 | NPU | Use Export Script |
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- | 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) |
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- | 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) |
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- | 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) |
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- | 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) |
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- | 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) |
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- | 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) |
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- | 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) |
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- | SAMEncoderPart3 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | QNN | 577.926 ms | 12 - 1114 MB | FP16 | NPU | Use Export Script |
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- | 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) |
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- | 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) |
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- | SAMEncoderPart3 | QCS8550 (Proxy) | QCS8550 Proxy | QNN | 719.036 ms | 12 - 14 MB | FP16 | NPU | Use Export Script |
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- | SAMEncoderPart3 | SA7255P ADP | SA7255P | QNN | 1877.658 ms | 4 - 13 MB | FP16 | NPU | Use Export Script |
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- | 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) |
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- | SAMEncoderPart3 | SA8255 (Proxy) | SA8255P Proxy | QNN | 746.128 ms | 12 - 15 MB | FP16 | NPU | Use Export Script |
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- | 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) |
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- | SAMEncoderPart3 | SA8295P ADP | SA8295P | QNN | 780.808 ms | 0 - 15 MB | FP16 | NPU | Use Export Script |
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- | 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) |
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- | SAMEncoderPart3 | SA8650 (Proxy) | SA8650P Proxy | QNN | 741.658 ms | 12 - 14 MB | FP16 | NPU | Use Export Script |
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- | 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) |
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- | SAMEncoderPart3 | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN | 682.704 ms | 12 - 12 MB | FP16 | NPU | Use Export Script |
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- | 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
 
192
 
193
  ## Installation
194
 
195
- This model can be installed as a Python package via pip.
196
 
 
197
  ```bash
198
  pip install "qai-hub-models[sam]"
199
  ```
200
 
201
 
202
-
203
  ## Configure Qualcomm® AI Hub to run this model on a cloud-hosted device
204
 
205
  Sign-in to [Qualcomm® AI Hub](https://app.aihub.qualcomm.com/) with your
@@ -250,8 +247,8 @@ Profiling Results
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
 
@@ -259,55 +256,55 @@ Compute Unit(s) : NPU (845 ops)
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
 
267
  ------------------------------------------------------------
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
 
@@ -587,7 +584,8 @@ Explore all available models on [Qualcomm® AI Hub](https://aihub.qualcomm.com/)
587
 
588
 
589
  ## License
590
- * The license for the original implementation of Segment-Anything-Model can be found [here](https://github.com/facebookresearch/segment-anything/blob/main/LICENSE).
 
591
  * The license for the compiled assets for on-device deployment can be found [here](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/Qualcomm+AI+Hub+Proprietary+License.pdf)
592
 
593
 
 
35
 
36
  | Model | Device | Chipset | Target Runtime | Inference Time (ms) | Peak Memory Range (MB) | Precision | Primary Compute Unit | Target Model
37
  |---|---|---|---|---|---|---|---|---|
38
+ | SAMDecoder | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | TFLITE | 7.442 ms | 0 - 33 MB | FP16 | NPU | [Segment-Anything-Model.tflite](https://huggingface.co/qualcomm/Segment-Anything-Model/blob/main/SAMDecoder.tflite) |
39
+ | SAMDecoder | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | QNN | 7.305 ms | 4 - 21 MB | FP16 | NPU | [Segment-Anything-Model.so](https://huggingface.co/qualcomm/Segment-Anything-Model/blob/main/SAMDecoder.so) |
40
+ | SAMDecoder | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | ONNX | 10.954 ms | 0 - 61 MB | FP16 | NPU | [Segment-Anything-Model.onnx](https://huggingface.co/qualcomm/Segment-Anything-Model/blob/main/SAMDecoder.onnx) |
41
+ | SAMDecoder | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | TFLITE | 5.197 ms | 0 - 39 MB | FP16 | NPU | [Segment-Anything-Model.tflite](https://huggingface.co/qualcomm/Segment-Anything-Model/blob/main/SAMDecoder.tflite) |
42
+ | SAMDecoder | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | QNN | 5.138 ms | 40 - 83 MB | FP16 | NPU | [Segment-Anything-Model.so](https://huggingface.co/qualcomm/Segment-Anything-Model/blob/main/SAMDecoder.so) |
43
+ | SAMDecoder | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | ONNX | 8.273 ms | 6 - 58 MB | FP16 | NPU | [Segment-Anything-Model.onnx](https://huggingface.co/qualcomm/Segment-Anything-Model/blob/main/SAMDecoder.onnx) |
44
+ | SAMDecoder | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | TFLITE | 4.189 ms | 0 - 38 MB | FP16 | NPU | [Segment-Anything-Model.tflite](https://huggingface.co/qualcomm/Segment-Anything-Model/blob/main/SAMDecoder.tflite) |
45
+ | SAMDecoder | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | QNN | 4.836 ms | 4 - 45 MB | FP16 | NPU | Use Export Script |
46
+ | SAMDecoder | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | ONNX | 8.097 ms | 6 - 52 MB | FP16 | NPU | [Segment-Anything-Model.onnx](https://huggingface.co/qualcomm/Segment-Anything-Model/blob/main/SAMDecoder.onnx) |
47
+ | SAMDecoder | QCS8550 (Proxy) | QCS8550 Proxy | TFLITE | 7.44 ms | 0 - 33 MB | FP16 | NPU | [Segment-Anything-Model.tflite](https://huggingface.co/qualcomm/Segment-Anything-Model/blob/main/SAMDecoder.tflite) |
48
+ | SAMDecoder | QCS8550 (Proxy) | QCS8550 Proxy | QNN | 6.839 ms | 4 - 7 MB | FP16 | NPU | Use Export Script |
49
+ | SAMDecoder | SA7255P ADP | SA7255P | TFLITE | 53.012 ms | 0 - 33 MB | FP16 | NPU | [Segment-Anything-Model.tflite](https://huggingface.co/qualcomm/Segment-Anything-Model/blob/main/SAMDecoder.tflite) |
50
+ | SAMDecoder | SA7255P ADP | SA7255P | QNN | 49.841 ms | 1 - 11 MB | FP16 | NPU | Use Export Script |
51
+ | SAMDecoder | SA8255 (Proxy) | SA8255P Proxy | TFLITE | 7.45 ms | 0 - 32 MB | FP16 | NPU | [Segment-Anything-Model.tflite](https://huggingface.co/qualcomm/Segment-Anything-Model/blob/main/SAMDecoder.tflite) |
52
+ | SAMDecoder | SA8255 (Proxy) | SA8255P Proxy | QNN | 6.933 ms | 4 - 6 MB | FP16 | NPU | Use Export Script |
53
+ | SAMDecoder | SA8295P ADP | SA8295P | TFLITE | 9.944 ms | 0 - 36 MB | FP16 | NPU | [Segment-Anything-Model.tflite](https://huggingface.co/qualcomm/Segment-Anything-Model/blob/main/SAMDecoder.tflite) |
54
+ | SAMDecoder | SA8295P ADP | SA8295P | QNN | 8.969 ms | 0 - 14 MB | FP16 | NPU | Use Export Script |
55
+ | SAMDecoder | SA8650 (Proxy) | SA8650P Proxy | TFLITE | 7.451 ms | 0 - 34 MB | FP16 | NPU | [Segment-Anything-Model.tflite](https://huggingface.co/qualcomm/Segment-Anything-Model/blob/main/SAMDecoder.tflite) |
56
+ | SAMDecoder | SA8650 (Proxy) | SA8650P Proxy | QNN | 6.992 ms | 4 - 6 MB | FP16 | NPU | Use Export Script |
57
+ | SAMDecoder | SA8775P ADP | SA8775P | TFLITE | 10.463 ms | 0 - 33 MB | FP16 | NPU | [Segment-Anything-Model.tflite](https://huggingface.co/qualcomm/Segment-Anything-Model/blob/main/SAMDecoder.tflite) |
58
+ | SAMDecoder | SA8775P ADP | SA8775P | QNN | 9.711 ms | 2 - 12 MB | FP16 | NPU | Use Export Script |
59
+ | SAMDecoder | QCS8450 (Proxy) | QCS8450 Proxy | TFLITE | 8.499 ms | 0 - 36 MB | FP16 | NPU | [Segment-Anything-Model.tflite](https://huggingface.co/qualcomm/Segment-Anything-Model/blob/main/SAMDecoder.tflite) |
60
+ | SAMDecoder | QCS8450 (Proxy) | QCS8450 Proxy | QNN | 8.282 ms | 4 - 43 MB | FP16 | NPU | Use Export Script |
61
+ | SAMDecoder | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN | 7.345 ms | 4 - 4 MB | FP16 | NPU | Use Export Script |
62
+ | SAMDecoder | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 14.961 ms | 11 - 11 MB | FP16 | NPU | [Segment-Anything-Model.onnx](https://huggingface.co/qualcomm/Segment-Anything-Model/blob/main/SAMDecoder.onnx) |
63
+ | SAMEncoderPart1 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | TFLITE | 208.707 ms | 12 - 79 MB | FP16 | NPU | [Segment-Anything-Model.tflite](https://huggingface.co/qualcomm/Segment-Anything-Model/blob/main/SAMEncoderPart1.tflite) |
64
+ | SAMEncoderPart1 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | QNN | 203.4 ms | 12 - 104 MB | FP16 | NPU | [Segment-Anything-Model.so](https://huggingface.co/qualcomm/Segment-Anything-Model/blob/main/SAMEncoderPart1.so) |
65
+ | SAMEncoderPart1 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | ONNX | 167.127 ms | 25 - 182 MB | FP16 | NPU | [Segment-Anything-Model.onnx](https://huggingface.co/qualcomm/Segment-Anything-Model/blob/main/SAMEncoderPart1.onnx) |
66
+ | SAMEncoderPart1 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | TFLITE | 147.832 ms | 11 - 664 MB | FP16 | NPU | [Segment-Anything-Model.tflite](https://huggingface.co/qualcomm/Segment-Anything-Model/blob/main/SAMEncoderPart1.tflite) |
67
+ | SAMEncoderPart1 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | QNN | 144.807 ms | 12 - 651 MB | FP16 | NPU | [Segment-Anything-Model.so](https://huggingface.co/qualcomm/Segment-Anything-Model/blob/main/SAMEncoderPart1.so) |
68
+ | SAMEncoderPart1 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | ONNX | 122.784 ms | 23 - 696 MB | FP16 | NPU | [Segment-Anything-Model.onnx](https://huggingface.co/qualcomm/Segment-Anything-Model/blob/main/SAMEncoderPart1.onnx) |
69
+ | SAMEncoderPart1 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | TFLITE | 144.47 ms | 10 - 662 MB | FP16 | NPU | [Segment-Anything-Model.tflite](https://huggingface.co/qualcomm/Segment-Anything-Model/blob/main/SAMEncoderPart1.tflite) |
70
+ | SAMEncoderPart1 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | QNN | 143.144 ms | 12 - 660 MB | FP16 | NPU | Use Export Script |
71
+ | SAMEncoderPart1 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | ONNX | 98.548 ms | 23 - 668 MB | FP16 | NPU | [Segment-Anything-Model.onnx](https://huggingface.co/qualcomm/Segment-Anything-Model/blob/main/SAMEncoderPart1.onnx) |
72
+ | SAMEncoderPart1 | QCS8550 (Proxy) | QCS8550 Proxy | TFLITE | 208.97 ms | 12 - 71 MB | FP16 | NPU | [Segment-Anything-Model.tflite](https://huggingface.co/qualcomm/Segment-Anything-Model/blob/main/SAMEncoderPart1.tflite) |
73
+ | SAMEncoderPart1 | QCS8550 (Proxy) | QCS8550 Proxy | QNN | 176.897 ms | 12 - 15 MB | FP16 | NPU | Use Export Script |
74
+ | SAMEncoderPart1 | SA7255P ADP | SA7255P | TFLITE | 1172.71 ms | 0 - 644 MB | FP16 | NPU | [Segment-Anything-Model.tflite](https://huggingface.co/qualcomm/Segment-Anything-Model/blob/main/SAMEncoderPart1.tflite) |
75
+ | SAMEncoderPart1 | SA7255P ADP | SA7255P | QNN | 1103.665 ms | 5 - 14 MB | FP16 | NPU | Use Export Script |
76
+ | SAMEncoderPart1 | SA8255 (Proxy) | SA8255P Proxy | TFLITE | 206.562 ms | 12 - 67 MB | FP16 | NPU | [Segment-Anything-Model.tflite](https://huggingface.co/qualcomm/Segment-Anything-Model/blob/main/SAMEncoderPart1.tflite) |
77
+ | SAMEncoderPart1 | SA8255 (Proxy) | SA8255P Proxy | QNN | 179.137 ms | 12 - 15 MB | FP16 | NPU | Use Export Script |
78
+ | SAMEncoderPart1 | SA8295P ADP | SA8295P | TFLITE | 242.758 ms | 12 - 640 MB | FP16 | NPU | [Segment-Anything-Model.tflite](https://huggingface.co/qualcomm/Segment-Anything-Model/blob/main/SAMEncoderPart1.tflite) |
79
+ | SAMEncoderPart1 | SA8295P ADP | SA8295P | QNN | 207.245 ms | 0 - 15 MB | FP16 | NPU | Use Export Script |
80
+ | SAMEncoderPart1 | SA8650 (Proxy) | SA8650P Proxy | TFLITE | 206.266 ms | 12 - 73 MB | FP16 | NPU | [Segment-Anything-Model.tflite](https://huggingface.co/qualcomm/Segment-Anything-Model/blob/main/SAMEncoderPart1.tflite) |
81
+ | SAMEncoderPart1 | SA8650 (Proxy) | SA8650P Proxy | QNN | 175.273 ms | 12 - 15 MB | FP16 | NPU | Use Export Script |
82
+ | SAMEncoderPart1 | SA8775P ADP | SA8775P | TFLITE | 249.944 ms | 12 - 656 MB | FP16 | NPU | [Segment-Anything-Model.tflite](https://huggingface.co/qualcomm/Segment-Anything-Model/blob/main/SAMEncoderPart1.tflite) |
83
+ | SAMEncoderPart1 | SA8775P ADP | SA8775P | QNN | 211.755 ms | 1 - 11 MB | FP16 | NPU | Use Export Script |
84
+ | SAMEncoderPart1 | QCS8450 (Proxy) | QCS8450 Proxy | TFLITE | 231.125 ms | 12 - 993 MB | FP16 | NPU | [Segment-Anything-Model.tflite](https://huggingface.co/qualcomm/Segment-Anything-Model/blob/main/SAMEncoderPart1.tflite) |
85
+ | SAMEncoderPart1 | QCS8450 (Proxy) | QCS8450 Proxy | QNN | 225.612 ms | 12 - 965 MB | FP16 | NPU | Use Export Script |
86
+ | SAMEncoderPart1 | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN | 170.905 ms | 12 - 12 MB | FP16 | NPU | Use Export Script |
87
+ | SAMEncoderPart1 | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 181.653 ms | 38 - 38 MB | FP16 | NPU | [Segment-Anything-Model.onnx](https://huggingface.co/qualcomm/Segment-Anything-Model/blob/main/SAMEncoderPart1.onnx) |
88
+ | SAMEncoderPart2 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | TFLITE | 663.885 ms | 12 - 110 MB | FP16 | NPU | [Segment-Anything-Model.tflite](https://huggingface.co/qualcomm/Segment-Anything-Model/blob/main/SAMEncoderPart2.tflite) |
89
+ | SAMEncoderPart2 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | QNN | 848.959 ms | 12 - 111 MB | FP16 | NPU | [Segment-Anything-Model.so](https://huggingface.co/qualcomm/Segment-Anything-Model/blob/main/SAMEncoderPart2.so) |
90
+ | SAMEncoderPart2 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | ONNX | 752.707 ms | 12 - 199 MB | FP16 | NPU | [Segment-Anything-Model.onnx](https://huggingface.co/qualcomm/Segment-Anything-Model/blob/main/SAMEncoderPart2.onnx) |
91
+ | SAMEncoderPart2 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | TFLITE | 538.304 ms | 12 - 1133 MB | FP16 | NPU | [Segment-Anything-Model.tflite](https://huggingface.co/qualcomm/Segment-Anything-Model/blob/main/SAMEncoderPart2.tflite) |
92
+ | SAMEncoderPart2 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | TFLITE | 474.493 ms | 11 - 1140 MB | FP16 | NPU | [Segment-Anything-Model.tflite](https://huggingface.co/qualcomm/Segment-Anything-Model/blob/main/SAMEncoderPart2.tflite) |
93
+ | SAMEncoderPart2 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | QNN | 581.145 ms | 12 - 1112 MB | FP16 | NPU | Use Export Script |
94
+ | SAMEncoderPart2 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | ONNX | 437.687 ms | 36 - 1409 MB | FP16 | NPU | [Segment-Anything-Model.onnx](https://huggingface.co/qualcomm/Segment-Anything-Model/blob/main/SAMEncoderPart2.onnx) |
95
+ | SAMEncoderPart2 | QCS8550 (Proxy) | QCS8550 Proxy | TFLITE | 676.949 ms | 12 - 107 MB | FP16 | NPU | [Segment-Anything-Model.tflite](https://huggingface.co/qualcomm/Segment-Anything-Model/blob/main/SAMEncoderPart2.tflite) |
96
+ | SAMEncoderPart2 | QCS8550 (Proxy) | QCS8550 Proxy | QNN | 741.824 ms | 12 - 15 MB | FP16 | NPU | Use Export Script |
97
+ | SAMEncoderPart2 | SA7255P ADP | SA7255P | QNN | 1879.956 ms | 3 - 13 MB | FP16 | NPU | Use Export Script |
98
+ | SAMEncoderPart2 | SA8255 (Proxy) | SA8255P Proxy | TFLITE | 673.933 ms | 12 - 103 MB | FP16 | NPU | [Segment-Anything-Model.tflite](https://huggingface.co/qualcomm/Segment-Anything-Model/blob/main/SAMEncoderPart2.tflite) |
99
+ | SAMEncoderPart2 | SA8255 (Proxy) | SA8255P Proxy | QNN | 740.075 ms | 12 - 14 MB | FP16 | NPU | Use Export Script |
100
+ | SAMEncoderPart2 | SA8295P ADP | SA8295P | TFLITE | 707.086 ms | 12 - 1174 MB | FP16 | NPU | [Segment-Anything-Model.tflite](https://huggingface.co/qualcomm/Segment-Anything-Model/blob/main/SAMEncoderPart2.tflite) |
101
+ | SAMEncoderPart2 | SA8295P ADP | SA8295P | QNN | 783.918 ms | 0 - 14 MB | FP16 | NPU | Use Export Script |
102
+ | SAMEncoderPart2 | SA8650 (Proxy) | SA8650P Proxy | TFLITE | 658.949 ms | 12 - 119 MB | FP16 | NPU | [Segment-Anything-Model.tflite](https://huggingface.co/qualcomm/Segment-Anything-Model/blob/main/SAMEncoderPart2.tflite) |
103
+ | SAMEncoderPart2 | SA8650 (Proxy) | SA8650P Proxy | QNN | 739.207 ms | 12 - 15 MB | FP16 | NPU | Use Export Script |
104
+ | SAMEncoderPart2 | SA8775P ADP | SA8775P | TFLITE | 702.232 ms | 0 - 1144 MB | FP16 | NPU | [Segment-Anything-Model.tflite](https://huggingface.co/qualcomm/Segment-Anything-Model/blob/main/SAMEncoderPart2.tflite) |
105
+ | SAMEncoderPart2 | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN | 641.303 ms | 12 - 12 MB | FP16 | NPU | Use Export Script |
106
+ | SAMEncoderPart2 | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 744.868 ms | 52 - 52 MB | FP16 | NPU | [Segment-Anything-Model.onnx](https://huggingface.co/qualcomm/Segment-Anything-Model/blob/main/SAMEncoderPart2.onnx) |
107
+ | SAMEncoderPart3 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | TFLITE | 672.567 ms | 12 - 110 MB | FP16 | NPU | [Segment-Anything-Model.tflite](https://huggingface.co/qualcomm/Segment-Anything-Model/blob/main/SAMEncoderPart3.tflite) |
108
+ | SAMEncoderPart3 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | QNN | 843.337 ms | 12 - 107 MB | FP16 | NPU | [Segment-Anything-Model.so](https://huggingface.co/qualcomm/Segment-Anything-Model/blob/main/SAMEncoderPart3.so) |
109
+ | SAMEncoderPart3 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | ONNX | 745.502 ms | 24 - 207 MB | FP16 | NPU | [Segment-Anything-Model.onnx](https://huggingface.co/qualcomm/Segment-Anything-Model/blob/main/SAMEncoderPart3.onnx) |
110
+ | SAMEncoderPart3 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | TFLITE | 534.698 ms | 5 - 1125 MB | FP16 | NPU | [Segment-Anything-Model.tflite](https://huggingface.co/qualcomm/Segment-Anything-Model/blob/main/SAMEncoderPart3.tflite) |
111
+ | SAMEncoderPart3 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | TFLITE | 471.028 ms | 11 - 1141 MB | FP16 | NPU | [Segment-Anything-Model.tflite](https://huggingface.co/qualcomm/Segment-Anything-Model/blob/main/SAMEncoderPart3.tflite) |
112
+ | SAMEncoderPart3 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | QNN | 575.953 ms | 12 - 1111 MB | FP16 | NPU | Use Export Script |
113
+ | SAMEncoderPart3 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | ONNX | 458.142 ms | 36 - 1408 MB | FP16 | NPU | [Segment-Anything-Model.onnx](https://huggingface.co/qualcomm/Segment-Anything-Model/blob/main/SAMEncoderPart3.onnx) |
114
+ | SAMEncoderPart3 | QCS8550 (Proxy) | QCS8550 Proxy | TFLITE | 677.866 ms | 12 - 111 MB | FP16 | NPU | [Segment-Anything-Model.tflite](https://huggingface.co/qualcomm/Segment-Anything-Model/blob/main/SAMEncoderPart3.tflite) |
115
+ | SAMEncoderPart3 | QCS8550 (Proxy) | QCS8550 Proxy | QNN | 733.613 ms | 12 - 15 MB | FP16 | NPU | Use Export Script |
116
+ | SAMEncoderPart3 | SA7255P ADP | SA7255P | QNN | 1878.822 ms | 4 - 14 MB | FP16 | NPU | Use Export Script |
117
+ | SAMEncoderPart3 | SA8255 (Proxy) | SA8255P Proxy | QNN | 738.856 ms | 13 - 15 MB | FP16 | NPU | Use Export Script |
118
+ | SAMEncoderPart3 | SA8295P ADP | SA8295P | TFLITE | 707.285 ms | 12 - 1174 MB | FP16 | NPU | [Segment-Anything-Model.tflite](https://huggingface.co/qualcomm/Segment-Anything-Model/blob/main/SAMEncoderPart3.tflite) |
119
+ | SAMEncoderPart3 | SA8295P ADP | SA8295P | QNN | 783.748 ms | 1 - 15 MB | FP16 | NPU | Use Export Script |
120
+ | SAMEncoderPart3 | SA8650 (Proxy) | SA8650P Proxy | TFLITE | 662.19 ms | 12 - 106 MB | FP16 | NPU | [Segment-Anything-Model.tflite](https://huggingface.co/qualcomm/Segment-Anything-Model/blob/main/SAMEncoderPart3.tflite) |
121
+ | SAMEncoderPart3 | SA8650 (Proxy) | SA8650P Proxy | QNN | 731.685 ms | 12 - 14 MB | FP16 | NPU | Use Export Script |
122
+ | SAMEncoderPart3 | SA8775P ADP | SA8775P | TFLITE | 700.772 ms | 0 - 1147 MB | FP16 | NPU | [Segment-Anything-Model.tflite](https://huggingface.co/qualcomm/Segment-Anything-Model/blob/main/SAMEncoderPart3.tflite) |
123
+ | SAMEncoderPart3 | SA8775P ADP | SA8775P | QNN | 741.409 ms | 1 - 11 MB | FP16 | NPU | Use Export Script |
124
+ | SAMEncoderPart3 | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN | 635.362 ms | 12 - 12 MB | FP16 | NPU | Use Export Script |
125
+ | SAMEncoderPart3 | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 745.734 ms | 51 - 51 MB | FP16 | NPU | [Segment-Anything-Model.onnx](https://huggingface.co/qualcomm/Segment-Anything-Model/blob/main/SAMEncoderPart3.onnx) |
126
+ | SAMEncoderPart4 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | TFLITE | 657.654 ms | 12 - 109 MB | FP16 | NPU | [Segment-Anything-Model.tflite](https://huggingface.co/qualcomm/Segment-Anything-Model/blob/main/SAMEncoderPart4.tflite) |
127
+ | SAMEncoderPart4 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | QNN | 856.098 ms | 12 - 114 MB | FP16 | NPU | [Segment-Anything-Model.so](https://huggingface.co/qualcomm/Segment-Anything-Model/blob/main/SAMEncoderPart4.so) |
128
+ | SAMEncoderPart4 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | ONNX | 743.085 ms | 19 - 212 MB | FP16 | NPU | [Segment-Anything-Model.onnx](https://huggingface.co/qualcomm/Segment-Anything-Model/blob/main/SAMEncoderPart4.onnx) |
129
+ | SAMEncoderPart4 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | ONNX | 604.577 ms | 24 - 1422 MB | FP16 | NPU | [Segment-Anything-Model.onnx](https://huggingface.co/qualcomm/Segment-Anything-Model/blob/main/SAMEncoderPart4.onnx) |
130
+ | SAMEncoderPart4 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | TFLITE | 475.414 ms | 11 - 1141 MB | FP16 | NPU | [Segment-Anything-Model.tflite](https://huggingface.co/qualcomm/Segment-Anything-Model/blob/main/SAMEncoderPart4.tflite) |
131
+ | SAMEncoderPart4 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | QNN | 574.057 ms | 12 - 1112 MB | FP16 | NPU | Use Export Script |
132
+ | SAMEncoderPart4 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | ONNX | 462.476 ms | 36 - 1408 MB | FP16 | NPU | [Segment-Anything-Model.onnx](https://huggingface.co/qualcomm/Segment-Anything-Model/blob/main/SAMEncoderPart4.onnx) |
133
+ | SAMEncoderPart4 | QCS8550 (Proxy) | QCS8550 Proxy | TFLITE | 656.285 ms | 12 - 111 MB | FP16 | NPU | [Segment-Anything-Model.tflite](https://huggingface.co/qualcomm/Segment-Anything-Model/blob/main/SAMEncoderPart4.tflite) |
134
+ | SAMEncoderPart4 | QCS8550 (Proxy) | QCS8550 Proxy | QNN | 721.087 ms | 12 - 15 MB | FP16 | NPU | Use Export Script |
135
+ | SAMEncoderPart4 | SA7255P ADP | SA7255P | QNN | 1879.639 ms | 4 - 13 MB | FP16 | NPU | Use Export Script |
136
+ | SAMEncoderPart4 | SA8255 (Proxy) | SA8255P Proxy | TFLITE | 678.333 ms | 12 - 103 MB | FP16 | NPU | [Segment-Anything-Model.tflite](https://huggingface.co/qualcomm/Segment-Anything-Model/blob/main/SAMEncoderPart4.tflite) |
137
+ | SAMEncoderPart4 | SA8255 (Proxy) | SA8255P Proxy | QNN | 733.002 ms | 12 - 15 MB | FP16 | NPU | Use Export Script |
138
+ | SAMEncoderPart4 | SA8295P ADP | SA8295P | TFLITE | 705.127 ms | 12 - 1172 MB | FP16 | NPU | [Segment-Anything-Model.tflite](https://huggingface.co/qualcomm/Segment-Anything-Model/blob/main/SAMEncoderPart4.tflite) |
139
+ | SAMEncoderPart4 | SA8295P ADP | SA8295P | QNN | 781.449 ms | 0 - 15 MB | FP16 | NPU | Use Export Script |
140
+ | SAMEncoderPart4 | SA8650 (Proxy) | SA8650P Proxy | TFLITE | 663.855 ms | 12 - 110 MB | FP16 | NPU | [Segment-Anything-Model.tflite](https://huggingface.co/qualcomm/Segment-Anything-Model/blob/main/SAMEncoderPart4.tflite) |
141
+ | SAMEncoderPart4 | SA8650 (Proxy) | SA8650P Proxy | QNN | 730.597 ms | 12 - 14 MB | FP16 | NPU | Use Export Script |
142
+ | SAMEncoderPart4 | SA8775P ADP | SA8775P | TFLITE | 704.507 ms | 0 - 1145 MB | FP16 | NPU | [Segment-Anything-Model.tflite](https://huggingface.co/qualcomm/Segment-Anything-Model/blob/main/SAMEncoderPart4.tflite) |
143
+ | SAMEncoderPart4 | SA8775P ADP | SA8775P | QNN | 740.223 ms | 2 - 12 MB | FP16 | NPU | Use Export Script |
144
+ | SAMEncoderPart4 | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN | 633.268 ms | 12 - 12 MB | FP16 | NPU | Use Export Script |
145
+ | SAMEncoderPart4 | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 739.909 ms | 51 - 51 MB | FP16 | NPU | [Segment-Anything-Model.onnx](https://huggingface.co/qualcomm/Segment-Anything-Model/blob/main/SAMEncoderPart4.onnx) |
146
+ | SAMEncoderPart5 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | TFLITE | 670.811 ms | 12 - 104 MB | FP16 | NPU | [Segment-Anything-Model.tflite](https://huggingface.co/qualcomm/Segment-Anything-Model/blob/main/SAMEncoderPart5.tflite) |
147
+ | SAMEncoderPart5 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | QNN | 840.684 ms | 12 - 118 MB | FP16 | NPU | [Segment-Anything-Model.so](https://huggingface.co/qualcomm/Segment-Anything-Model/blob/main/SAMEncoderPart5.so) |
148
+ | SAMEncoderPart5 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | ONNX | 745.91 ms | 12 - 210 MB | FP16 | NPU | [Segment-Anything-Model.onnx](https://huggingface.co/qualcomm/Segment-Anything-Model/blob/main/SAMEncoderPart5.onnx) |
149
+ | SAMEncoderPart5 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | QNN | 648.946 ms | 12 - 1109 MB | FP16 | NPU | [Segment-Anything-Model.so](https://huggingface.co/qualcomm/Segment-Anything-Model/blob/main/SAMEncoderPart5.so) |
150
+ | SAMEncoderPart5 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | TFLITE | 430.043 ms | 11 - 1143 MB | FP16 | NPU | [Segment-Anything-Model.tflite](https://huggingface.co/qualcomm/Segment-Anything-Model/blob/main/SAMEncoderPart5.tflite) |
151
+ | SAMEncoderPart5 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | QNN | 575.631 ms | 12 - 1112 MB | FP16 | NPU | Use Export Script |
152
+ | SAMEncoderPart5 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | ONNX | 433.917 ms | 36 - 1404 MB | FP16 | NPU | [Segment-Anything-Model.onnx](https://huggingface.co/qualcomm/Segment-Anything-Model/blob/main/SAMEncoderPart5.onnx) |
153
+ | SAMEncoderPart5 | QCS8550 (Proxy) | QCS8550 Proxy | TFLITE | 648.794 ms | 12 - 95 MB | FP16 | NPU | [Segment-Anything-Model.tflite](https://huggingface.co/qualcomm/Segment-Anything-Model/blob/main/SAMEncoderPart5.tflite) |
154
+ | SAMEncoderPart5 | QCS8550 (Proxy) | QCS8550 Proxy | QNN | 727.832 ms | 12 - 16 MB | FP16 | NPU | Use Export Script |
155
+ | SAMEncoderPart5 | SA7255P ADP | SA7255P | QNN | 1883.878 ms | 12 - 21 MB | FP16 | NPU | Use Export Script |
156
+ | SAMEncoderPart5 | SA8255 (Proxy) | SA8255P Proxy | TFLITE | 688.453 ms | 12 - 112 MB | FP16 | NPU | [Segment-Anything-Model.tflite](https://huggingface.co/qualcomm/Segment-Anything-Model/blob/main/SAMEncoderPart5.tflite) |
157
+ | SAMEncoderPart5 | SA8255 (Proxy) | SA8255P Proxy | QNN | 745.534 ms | 12 - 14 MB | FP16 | NPU | Use Export Script |
158
+ | SAMEncoderPart5 | SA8295P ADP | SA8295P | TFLITE | 707.293 ms | 12 - 1176 MB | FP16 | NPU | [Segment-Anything-Model.tflite](https://huggingface.co/qualcomm/Segment-Anything-Model/blob/main/SAMEncoderPart5.tflite) |
159
+ | SAMEncoderPart5 | SA8295P ADP | SA8295P | QNN | 784.759 ms | 0 - 15 MB | FP16 | NPU | Use Export Script |
160
+ | SAMEncoderPart5 | SA8650 (Proxy) | SA8650P Proxy | TFLITE | 648.646 ms | 12 - 118 MB | FP16 | NPU | [Segment-Anything-Model.tflite](https://huggingface.co/qualcomm/Segment-Anything-Model/blob/main/SAMEncoderPart5.tflite) |
161
+ | SAMEncoderPart5 | SA8650 (Proxy) | SA8650P Proxy | QNN | 735.432 ms | 12 - 14 MB | FP16 | NPU | Use Export Script |
162
+ | SAMEncoderPart5 | SA8775P ADP | SA8775P | TFLITE | 707.889 ms | 0 - 1146 MB | FP16 | NPU | [Segment-Anything-Model.tflite](https://huggingface.co/qualcomm/Segment-Anything-Model/blob/main/SAMEncoderPart5.tflite) |
163
+ | SAMEncoderPart5 | SA8775P ADP | SA8775P | QNN | 740.576 ms | 1 - 11 MB | FP16 | NPU | Use Export Script |
164
+ | SAMEncoderPart5 | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN | 644.302 ms | 12 - 12 MB | FP16 | NPU | Use Export Script |
165
+ | SAMEncoderPart5 | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 734.599 ms | 51 - 51 MB | FP16 | NPU | [Segment-Anything-Model.onnx](https://huggingface.co/qualcomm/Segment-Anything-Model/blob/main/SAMEncoderPart5.onnx) |
166
+ | SAMEncoderPart6 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | TFLITE | 679.861 ms | 4 - 94 MB | FP16 | NPU | [Segment-Anything-Model.tflite](https://huggingface.co/qualcomm/Segment-Anything-Model/blob/main/SAMEncoderPart6.tflite) |
167
+ | SAMEncoderPart6 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | QNN | 844.027 ms | 12 - 107 MB | FP16 | NPU | [Segment-Anything-Model.so](https://huggingface.co/qualcomm/Segment-Anything-Model/blob/main/SAMEncoderPart6.so) |
168
+ | SAMEncoderPart6 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | ONNX | 744.683 ms | 12 - 198 MB | FP16 | NPU | [Segment-Anything-Model.onnx](https://huggingface.co/qualcomm/Segment-Anything-Model/blob/main/SAMEncoderPart6.onnx) |
169
+ | SAMEncoderPart6 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | QNN | 672.024 ms | 12 - 1115 MB | FP16 | NPU | [Segment-Anything-Model.so](https://huggingface.co/qualcomm/Segment-Anything-Model/blob/main/SAMEncoderPart6.so) |
170
+ | SAMEncoderPart6 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | ONNX | 613.484 ms | 20 - 1419 MB | FP16 | NPU | [Segment-Anything-Model.onnx](https://huggingface.co/qualcomm/Segment-Anything-Model/blob/main/SAMEncoderPart6.onnx) |
171
+ | SAMEncoderPart6 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | TFLITE | 429.205 ms | 12 - 1141 MB | FP16 | NPU | [Segment-Anything-Model.tflite](https://huggingface.co/qualcomm/Segment-Anything-Model/blob/main/SAMEncoderPart6.tflite) |
172
+ | SAMEncoderPart6 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | QNN | 577.174 ms | 12 - 1113 MB | FP16 | NPU | Use Export Script |
173
+ | SAMEncoderPart6 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | ONNX | 465.664 ms | 36 - 1412 MB | FP16 | NPU | [Segment-Anything-Model.onnx](https://huggingface.co/qualcomm/Segment-Anything-Model/blob/main/SAMEncoderPart6.onnx) |
174
+ | SAMEncoderPart6 | QCS8550 (Proxy) | QCS8550 Proxy | TFLITE | 647.378 ms | 12 - 109 MB | FP16 | NPU | [Segment-Anything-Model.tflite](https://huggingface.co/qualcomm/Segment-Anything-Model/blob/main/SAMEncoderPart6.tflite) |
175
+ | SAMEncoderPart6 | QCS8550 (Proxy) | QCS8550 Proxy | QNN | 731.1 ms | 12 - 15 MB | FP16 | NPU | Use Export Script |
176
+ | SAMEncoderPart6 | SA7255P ADP | SA7255P | QNN | 1877.714 ms | 2 - 10 MB | FP16 | NPU | Use Export Script |
177
+ | SAMEncoderPart6 | SA8255 (Proxy) | SA8255P Proxy | TFLITE | 661.485 ms | 12 - 113 MB | FP16 | NPU | [Segment-Anything-Model.tflite](https://huggingface.co/qualcomm/Segment-Anything-Model/blob/main/SAMEncoderPart6.tflite) |
178
+ | SAMEncoderPart6 | SA8255 (Proxy) | SA8255P Proxy | QNN | 738.693 ms | 12 - 14 MB | FP16 | NPU | Use Export Script |
179
+ | SAMEncoderPart6 | SA8295P ADP | SA8295P | TFLITE | 706.823 ms | 12 - 1176 MB | FP16 | NPU | [Segment-Anything-Model.tflite](https://huggingface.co/qualcomm/Segment-Anything-Model/blob/main/SAMEncoderPart6.tflite) |
180
+ | SAMEncoderPart6 | SA8295P ADP | SA8295P | QNN | 782.241 ms | 0 - 15 MB | FP16 | NPU | Use Export Script |
181
+ | SAMEncoderPart6 | SA8650 (Proxy) | SA8650P Proxy | TFLITE | 622.148 ms | 14 - 113 MB | FP16 | NPU | [Segment-Anything-Model.tflite](https://huggingface.co/qualcomm/Segment-Anything-Model/blob/main/SAMEncoderPart6.tflite) |
182
+ | SAMEncoderPart6 | SA8650 (Proxy) | SA8650P Proxy | QNN | 729.56 ms | 12 - 15 MB | FP16 | NPU | Use Export Script |
183
+ | SAMEncoderPart6 | SA8775P ADP | SA8775P | TFLITE | 704.738 ms | 0 - 1144 MB | FP16 | NPU | [Segment-Anything-Model.tflite](https://huggingface.co/qualcomm/Segment-Anything-Model/blob/main/SAMEncoderPart6.tflite) |
184
+ | SAMEncoderPart6 | SA8775P ADP | SA8775P | QNN | 741.461 ms | 1 - 11 MB | FP16 | NPU | Use Export Script |
185
+ | SAMEncoderPart6 | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN | 636.013 ms | 12 - 12 MB | FP16 | NPU | Use Export Script |
186
+ | SAMEncoderPart6 | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 723.315 ms | 53 - 53 MB | FP16 | NPU | [Segment-Anything-Model.onnx](https://huggingface.co/qualcomm/Segment-Anything-Model/blob/main/SAMEncoderPart6.onnx) |
 
 
187
 
188
 
189
 
190
 
191
  ## Installation
192
 
 
193
 
194
+ Install the package via pip:
195
  ```bash
196
  pip install "qai-hub-models[sam]"
197
  ```
198
 
199
 
 
200
  ## Configure Qualcomm® AI Hub to run this model on a cloud-hosted device
201
 
202
  Sign-in to [Qualcomm® AI Hub](https://app.aihub.qualcomm.com/) with your
 
247
  SAMDecoder
248
  Device : Samsung Galaxy S23 (13)
249
  Runtime : TFLITE
250
+ Estimated inference time (ms) : 7.4
251
+ Estimated peak memory usage (MB): [0, 33]
252
  Total # Ops : 845
253
  Compute Unit(s) : NPU (845 ops)
254
 
 
256
  SAMEncoderPart1
257
  Device : Samsung Galaxy S23 (13)
258
  Runtime : TFLITE
259
+ Estimated inference time (ms) : 208.7
260
+ Estimated peak memory usage (MB): [12, 79]
261
+ Total # Ops : 584
262
+ Compute Unit(s) : NPU (584 ops)
263
 
264
  ------------------------------------------------------------
265
  SAMEncoderPart2
266
  Device : Samsung Galaxy S23 (13)
267
  Runtime : TFLITE
268
+ Estimated inference time (ms) : 663.9
269
  Estimated peak memory usage (MB): [12, 110]
270
+ Total # Ops : 572
271
+ Compute Unit(s) : NPU (572 ops)
272
 
273
  ------------------------------------------------------------
274
  SAMEncoderPart3
275
  Device : Samsung Galaxy S23 (13)
276
  Runtime : TFLITE
277
+ Estimated inference time (ms) : 672.6
278
+ Estimated peak memory usage (MB): [12, 110]
279
+ Total # Ops : 572
280
+ Compute Unit(s) : NPU (572 ops)
281
 
282
  ------------------------------------------------------------
283
  SAMEncoderPart4
284
  Device : Samsung Galaxy S23 (13)
285
  Runtime : TFLITE
286
+ Estimated inference time (ms) : 657.7
287
+ Estimated peak memory usage (MB): [12, 109]
288
+ Total # Ops : 572
289
+ Compute Unit(s) : NPU (572 ops)
290
 
291
  ------------------------------------------------------------
292
  SAMEncoderPart5
293
  Device : Samsung Galaxy S23 (13)
294
  Runtime : TFLITE
295
+ Estimated inference time (ms) : 670.8
296
+ Estimated peak memory usage (MB): [12, 104]
297
+ Total # Ops : 572
298
+ Compute Unit(s) : NPU (572 ops)
299
 
300
  ------------------------------------------------------------
301
  SAMEncoderPart6
302
  Device : Samsung Galaxy S23 (13)
303
  Runtime : TFLITE
304
+ Estimated inference time (ms) : 679.9
305
+ Estimated peak memory usage (MB): [4, 94]
306
+ Total # Ops : 572
307
+ Compute Unit(s) : NPU (572 ops)
308
  ```
309
 
310
 
 
584
 
585
 
586
  ## License
587
+ * The license for the original implementation of Segment-Anything-Model can be found
588
+ [here](https://github.com/facebookresearch/segment-anything/blob/main/LICENSE).
589
  * The license for the compiled assets for on-device deployment can be found [here](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/Qualcomm+AI+Hub+Proprietary+License.pdf)
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