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Segment-Anything-Model

Image Segmentation
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ONNX
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@@ -35,208 +35,34 @@ 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 | 7.368 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 | 6.139 ms | 4 - 7 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 | 8.724 ms | 3 - 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 | 5.183 ms | 0 - 47 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 | 4.206 ms | 4 - 23 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 | 5.79 ms | 4 - 65 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 | 5.19 ms | 0 - 45 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 | 4.385 ms | 4 - 42 MB | FP16 | NPU | Use Export Script |
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- | SAMDecoder | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | ONNX | 5.586 ms | 6 - 59 MB | FP16 | NPU | [Segment-Anything-Model.onnx](https://huggingface.co/qualcomm/Segment-Anything-Model/blob/main/SAMDecoder.onnx) |
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- | SAMDecoder | SA7255P ADP | SA7255P | TFLITE | 53.085 ms | 0 - 40 MB | FP16 | NPU | [Segment-Anything-Model.tflite](https://huggingface.co/qualcomm/Segment-Anything-Model/blob/main/SAMDecoder.tflite) |
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- | SAMDecoder | SA7255P ADP | SA7255P | QNN | 48.936 ms | 1 - 8 MB | FP16 | NPU | Use Export Script |
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- | SAMDecoder | SA8255 (Proxy) | SA8255P Proxy | TFLITE | 7.379 ms | 0 - 32 MB | FP16 | NPU | [Segment-Anything-Model.tflite](https://huggingface.co/qualcomm/Segment-Anything-Model/blob/main/SAMDecoder.tflite) |
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- | SAMDecoder | SA8255 (Proxy) | SA8255P Proxy | QNN | 6.142 ms | 4 - 7 MB | FP16 | NPU | Use Export Script |
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- | SAMDecoder | SA8295P ADP | SA8295P | TFLITE | 9.633 ms | 0 - 38 MB | FP16 | NPU | [Segment-Anything-Model.tflite](https://huggingface.co/qualcomm/Segment-Anything-Model/blob/main/SAMDecoder.tflite) |
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- | SAMDecoder | SA8295P ADP | SA8295P | QNN | 7.489 ms | 0 - 14 MB | FP16 | NPU | Use Export Script |
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- | SAMDecoder | SA8650 (Proxy) | SA8650P Proxy | TFLITE | 7.374 ms | 0 - 28 MB | FP16 | NPU | [Segment-Anything-Model.tflite](https://huggingface.co/qualcomm/Segment-Anything-Model/blob/main/SAMDecoder.tflite) |
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- | SAMDecoder | SA8650 (Proxy) | SA8650P Proxy | QNN | 6.18 ms | 4 - 6 MB | FP16 | NPU | Use Export Script |
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- | SAMDecoder | SA8775P ADP | SA8775P | TFLITE | 10.424 ms | 0 - 40 MB | FP16 | NPU | [Segment-Anything-Model.tflite](https://huggingface.co/qualcomm/Segment-Anything-Model/blob/main/SAMDecoder.tflite) |
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- | SAMDecoder | SA8775P ADP | SA8775P | QNN | 8.823 ms | 1 - 11 MB | FP16 | NPU | Use Export Script |
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- | SAMDecoder | QCS8275 (Proxy) | QCS8275 Proxy | TFLITE | 53.085 ms | 0 - 40 MB | FP16 | NPU | [Segment-Anything-Model.tflite](https://huggingface.co/qualcomm/Segment-Anything-Model/blob/main/SAMDecoder.tflite) |
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- | SAMDecoder | QCS8275 (Proxy) | QCS8275 Proxy | QNN | 48.936 ms | 1 - 8 MB | FP16 | NPU | Use Export Script |
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- | SAMDecoder | QCS8550 (Proxy) | QCS8550 Proxy | TFLITE | 7.377 ms | 0 - 29 MB | FP16 | NPU | [Segment-Anything-Model.tflite](https://huggingface.co/qualcomm/Segment-Anything-Model/blob/main/SAMDecoder.tflite) |
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- | SAMDecoder | QCS8550 (Proxy) | QCS8550 Proxy | QNN | 6.15 ms | 4 - 7 MB | FP16 | NPU | Use Export Script |
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- | SAMDecoder | QCS9075 (Proxy) | QCS9075 Proxy | TFLITE | 10.424 ms | 0 - 40 MB | FP16 | NPU | [Segment-Anything-Model.tflite](https://huggingface.co/qualcomm/Segment-Anything-Model/blob/main/SAMDecoder.tflite) |
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- | SAMDecoder | QCS9075 (Proxy) | QCS9075 Proxy | QNN | 8.823 ms | 1 - 11 MB | FP16 | NPU | Use Export Script |
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- | SAMDecoder | QCS8450 (Proxy) | QCS8450 Proxy | TFLITE | 8.425 ms | 0 - 43 MB | FP16 | NPU | [Segment-Anything-Model.tflite](https://huggingface.co/qualcomm/Segment-Anything-Model/blob/main/SAMDecoder.tflite) |
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- | SAMDecoder | QCS8450 (Proxy) | QCS8450 Proxy | QNN | 7.554 ms | 4 - 40 MB | FP16 | NPU | Use Export Script |
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- | SAMDecoder | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN | 6.804 ms | 4 - 4 MB | FP16 | NPU | Use Export Script |
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- | SAMDecoder | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 8.733 ms | 11 - 11 MB | FP16 | NPU | [Segment-Anything-Model.onnx](https://huggingface.co/qualcomm/Segment-Anything-Model/blob/main/SAMDecoder.onnx) |
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- | SAMEncoderPart1 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | TFLITE | 248.723 ms | 12 - 110 MB | FP16 | NPU | [Segment-Anything-Model.tflite](https://huggingface.co/qualcomm/Segment-Anything-Model/blob/main/SAMEncoderPart1.tflite) |
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- | SAMEncoderPart1 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | QNN | 217.855 ms | 12 - 15 MB | FP16 | NPU | [Segment-Anything-Model.so](https://huggingface.co/qualcomm/Segment-Anything-Model/blob/main/SAMEncoderPart1.so) |
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- | SAMEncoderPart1 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | ONNX | 244.864 ms | 10 - 214 MB | FP16 | NPU | [Segment-Anything-Model.onnx](https://huggingface.co/qualcomm/Segment-Anything-Model/blob/main/SAMEncoderPart1.onnx) |
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- | SAMEncoderPart1 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | TFLITE | 171.86 ms | 9 - 940 MB | FP16 | NPU | [Segment-Anything-Model.tflite](https://huggingface.co/qualcomm/Segment-Anything-Model/blob/main/SAMEncoderPart1.tflite) |
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- | SAMEncoderPart1 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | QNN | 150.079 ms | 12 - 31 MB | FP16 | NPU | [Segment-Anything-Model.so](https://huggingface.co/qualcomm/Segment-Anything-Model/blob/main/SAMEncoderPart1.so) |
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- | SAMEncoderPart1 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | ONNX | 172.144 ms | 35 - 947 MB | FP16 | NPU | [Segment-Anything-Model.onnx](https://huggingface.co/qualcomm/Segment-Anything-Model/blob/main/SAMEncoderPart1.onnx) |
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- | SAMEncoderPart1 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | TFLITE | 147.045 ms | 11 - 926 MB | FP16 | NPU | [Segment-Anything-Model.tflite](https://huggingface.co/qualcomm/Segment-Anything-Model/blob/main/SAMEncoderPart1.tflite) |
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- | SAMEncoderPart1 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | QNN | 176.233 ms | 12 - 890 MB | FP16 | NPU | Use Export Script |
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- | SAMEncoderPart1 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | ONNX | 181.035 ms | 36 - 908 MB | FP16 | NPU | [Segment-Anything-Model.onnx](https://huggingface.co/qualcomm/Segment-Anything-Model/blob/main/SAMEncoderPart1.onnx) |
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- | SAMEncoderPart1 | SA7255P ADP | SA7255P | TFLITE | 1332.42 ms | 0 - 914 MB | FP16 | NPU | [Segment-Anything-Model.tflite](https://huggingface.co/qualcomm/Segment-Anything-Model/blob/main/SAMEncoderPart1.tflite) |
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- | SAMEncoderPart1 | SA7255P ADP | SA7255P | QNN | 1261.003 ms | 12 - 19 MB | FP16 | NPU | Use Export Script |
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- | SAMEncoderPart1 | SA8255 (Proxy) | SA8255P Proxy | TFLITE | 248.72 ms | 12 - 120 MB | FP16 | NPU | [Segment-Anything-Model.tflite](https://huggingface.co/qualcomm/Segment-Anything-Model/blob/main/SAMEncoderPart1.tflite) |
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- | SAMEncoderPart1 | SA8255 (Proxy) | SA8255P Proxy | QNN | 218.365 ms | 12 - 15 MB | FP16 | NPU | Use Export Script |
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- | SAMEncoderPart1 | SA8295P ADP | SA8295P | TFLITE | 293.443 ms | 10 - 886 MB | FP16 | NPU | [Segment-Anything-Model.tflite](https://huggingface.co/qualcomm/Segment-Anything-Model/blob/main/SAMEncoderPart1.tflite) |
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- | SAMEncoderPart1 | SA8295P ADP | SA8295P | QNN | 251.686 ms | 0 - 15 MB | FP16 | NPU | Use Export Script |
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- | SAMEncoderPart1 | SA8650 (Proxy) | SA8650P Proxy | TFLITE | 247.555 ms | 12 - 114 MB | FP16 | NPU | [Segment-Anything-Model.tflite](https://huggingface.co/qualcomm/Segment-Anything-Model/blob/main/SAMEncoderPart1.tflite) |
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- | SAMEncoderPart1 | SA8650 (Proxy) | SA8650P Proxy | QNN | 215.12 ms | 12 - 14 MB | FP16 | NPU | Use Export Script |
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- | SAMEncoderPart1 | SA8775P ADP | SA8775P | TFLITE | 305.909 ms | 12 - 926 MB | FP16 | NPU | [Segment-Anything-Model.tflite](https://huggingface.co/qualcomm/Segment-Anything-Model/blob/main/SAMEncoderPart1.tflite) |
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- | SAMEncoderPart1 | SA8775P ADP | SA8775P | QNN | 270.478 ms | 1 - 11 MB | FP16 | NPU | Use Export Script |
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- | SAMEncoderPart1 | QCS8275 (Proxy) | QCS8275 Proxy | TFLITE | 1332.42 ms | 0 - 914 MB | FP16 | NPU | [Segment-Anything-Model.tflite](https://huggingface.co/qualcomm/Segment-Anything-Model/blob/main/SAMEncoderPart1.tflite) |
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- | SAMEncoderPart1 | QCS8275 (Proxy) | QCS8275 Proxy | QNN | 1261.003 ms | 12 - 19 MB | FP16 | NPU | Use Export Script |
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- | SAMEncoderPart1 | QCS8550 (Proxy) | QCS8550 Proxy | TFLITE | 249.603 ms | 12 - 104 MB | FP16 | NPU | [Segment-Anything-Model.tflite](https://huggingface.co/qualcomm/Segment-Anything-Model/blob/main/SAMEncoderPart1.tflite) |
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- | SAMEncoderPart1 | QCS8550 (Proxy) | QCS8550 Proxy | QNN | 213.14 ms | 12 - 15 MB | FP16 | NPU | Use Export Script |
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- | SAMEncoderPart1 | QCS9075 (Proxy) | QCS9075 Proxy | TFLITE | 305.909 ms | 12 - 926 MB | FP16 | NPU | [Segment-Anything-Model.tflite](https://huggingface.co/qualcomm/Segment-Anything-Model/blob/main/SAMEncoderPart1.tflite) |
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- | SAMEncoderPart1 | QCS9075 (Proxy) | QCS9075 Proxy | QNN | 270.478 ms | 1 - 11 MB | FP16 | NPU | Use Export Script |
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- | SAMEncoderPart1 | QCS8450 (Proxy) | QCS8450 Proxy | TFLITE | 279.425 ms | 12 - 1376 MB | FP16 | NPU | [Segment-Anything-Model.tflite](https://huggingface.co/qualcomm/Segment-Anything-Model/blob/main/SAMEncoderPart1.tflite) |
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- | SAMEncoderPart1 | QCS8450 (Proxy) | QCS8450 Proxy | QNN | 283.833 ms | 12 - 974 MB | FP16 | NPU | Use Export Script |
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- | SAMEncoderPart1 | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN | 217.349 ms | 12 - 12 MB | FP16 | NPU | Use Export Script |
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- | SAMEncoderPart1 | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 247.096 ms | 46 - 46 MB | FP16 | NPU | [Segment-Anything-Model.onnx](https://huggingface.co/qualcomm/Segment-Anything-Model/blob/main/SAMEncoderPart1.onnx) |
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- | SAMEncoderPart2 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | TFLITE | 680.259 ms | 0 - 89 MB | FP16 | NPU | [Segment-Anything-Model.tflite](https://huggingface.co/qualcomm/Segment-Anything-Model/blob/main/SAMEncoderPart2.tflite) |
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- | SAMEncoderPart2 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | QNN | 615.417 ms | 12 - 15 MB | FP16 | NPU | [Segment-Anything-Model.so](https://huggingface.co/qualcomm/Segment-Anything-Model/blob/main/SAMEncoderPart2.so) |
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- | SAMEncoderPart2 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | ONNX | 782.889 ms | 23 - 168 MB | FP16 | NPU | [Segment-Anything-Model.onnx](https://huggingface.co/qualcomm/Segment-Anything-Model/blob/main/SAMEncoderPart2.onnx) |
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- | SAMEncoderPart2 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | TFLITE | 516.603 ms | 11 - 793 MB | FP16 | NPU | [Segment-Anything-Model.tflite](https://huggingface.co/qualcomm/Segment-Anything-Model/blob/main/SAMEncoderPart2.tflite) |
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- | SAMEncoderPart2 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | QNN | 461.482 ms | 12 - 31 MB | FP16 | NPU | [Segment-Anything-Model.so](https://huggingface.co/qualcomm/Segment-Anything-Model/blob/main/SAMEncoderPart2.so) |
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- | SAMEncoderPart2 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | ONNX | 572.181 ms | 22 - 773 MB | FP16 | NPU | [Segment-Anything-Model.onnx](https://huggingface.co/qualcomm/Segment-Anything-Model/blob/main/SAMEncoderPart2.onnx) |
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- | SAMEncoderPart2 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | TFLITE | 440.054 ms | 11 - 796 MB | FP16 | NPU | [Segment-Anything-Model.tflite](https://huggingface.co/qualcomm/Segment-Anything-Model/blob/main/SAMEncoderPart2.tflite) |
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- | SAMEncoderPart2 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | QNN | 498.801 ms | 12 - 761 MB | FP16 | NPU | Use Export Script |
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- | SAMEncoderPart2 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | ONNX | 486.671 ms | 24 - 754 MB | FP16 | NPU | [Segment-Anything-Model.onnx](https://huggingface.co/qualcomm/Segment-Anything-Model/blob/main/SAMEncoderPart2.onnx) |
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- | SAMEncoderPart2 | SA7255P ADP | SA7255P | TFLITE | 2080.579 ms | 0 - 785 MB | FP16 | NPU | [Segment-Anything-Model.tflite](https://huggingface.co/qualcomm/Segment-Anything-Model/blob/main/SAMEncoderPart2.tflite) |
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- | SAMEncoderPart2 | SA7255P ADP | SA7255P | QNN | 1976.601 ms | 3 - 10 MB | FP16 | NPU | Use Export Script |
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- | SAMEncoderPart2 | SA8255 (Proxy) | SA8255P Proxy | TFLITE | 666.319 ms | 0 - 82 MB | FP16 | NPU | [Segment-Anything-Model.tflite](https://huggingface.co/qualcomm/Segment-Anything-Model/blob/main/SAMEncoderPart2.tflite) |
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- | SAMEncoderPart2 | SA8255 (Proxy) | SA8255P Proxy | QNN | 618.277 ms | 12 - 14 MB | FP16 | NPU | Use Export Script |
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- | SAMEncoderPart2 | SA8295P ADP | SA8295P | TFLITE | 763.543 ms | 12 - 758 MB | FP16 | NPU | [Segment-Anything-Model.tflite](https://huggingface.co/qualcomm/Segment-Anything-Model/blob/main/SAMEncoderPart2.tflite) |
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- | SAMEncoderPart2 | SA8295P ADP | SA8295P | QNN | 681.034 ms | 0 - 15 MB | FP16 | NPU | Use Export Script |
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- | SAMEncoderPart2 | SA8650 (Proxy) | SA8650P Proxy | TFLITE | 670.805 ms | 12 - 95 MB | FP16 | NPU | [Segment-Anything-Model.tflite](https://huggingface.co/qualcomm/Segment-Anything-Model/blob/main/SAMEncoderPart2.tflite) |
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- | SAMEncoderPart2 | SA8650 (Proxy) | SA8650P Proxy | QNN | 618.227 ms | 12 - 15 MB | FP16 | NPU | Use Export Script |
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- | SAMEncoderPart2 | SA8775P ADP | SA8775P | TFLITE | 767.518 ms | 11 - 796 MB | FP16 | NPU | [Segment-Anything-Model.tflite](https://huggingface.co/qualcomm/Segment-Anything-Model/blob/main/SAMEncoderPart2.tflite) |
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- | SAMEncoderPart2 | SA8775P ADP | SA8775P | QNN | 693.98 ms | 1 - 11 MB | FP16 | NPU | Use Export Script |
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- | SAMEncoderPart2 | QCS8275 (Proxy) | QCS8275 Proxy | TFLITE | 2080.579 ms | 0 - 785 MB | FP16 | NPU | [Segment-Anything-Model.tflite](https://huggingface.co/qualcomm/Segment-Anything-Model/blob/main/SAMEncoderPart2.tflite) |
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- | SAMEncoderPart2 | QCS8275 (Proxy) | QCS8275 Proxy | QNN | 1976.601 ms | 3 - 10 MB | FP16 | NPU | Use Export Script |
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- | SAMEncoderPart2 | QCS8550 (Proxy) | QCS8550 Proxy | TFLITE | 676.281 ms | 0 - 92 MB | FP16 | NPU | [Segment-Anything-Model.tflite](https://huggingface.co/qualcomm/Segment-Anything-Model/blob/main/SAMEncoderPart2.tflite) |
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- | SAMEncoderPart2 | QCS8550 (Proxy) | QCS8550 Proxy | QNN | 611.067 ms | 12 - 15 MB | FP16 | NPU | Use Export Script |
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- | SAMEncoderPart2 | QCS9075 (Proxy) | QCS9075 Proxy | TFLITE | 767.518 ms | 11 - 796 MB | FP16 | NPU | [Segment-Anything-Model.tflite](https://huggingface.co/qualcomm/Segment-Anything-Model/blob/main/SAMEncoderPart2.tflite) |
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- | SAMEncoderPart2 | QCS9075 (Proxy) | QCS9075 Proxy | QNN | 693.98 ms | 1 - 11 MB | FP16 | NPU | Use Export Script |
121
- | SAMEncoderPart2 | QCS8450 (Proxy) | QCS8450 Proxy | TFLITE | 743.25 ms | 12 - 771 MB | FP16 | NPU | [Segment-Anything-Model.tflite](https://huggingface.co/qualcomm/Segment-Anything-Model/blob/main/SAMEncoderPart2.tflite) |
122
- | SAMEncoderPart2 | QCS8450 (Proxy) | QCS8450 Proxy | QNN | 740.992 ms | 12 - 729 MB | FP16 | NPU | Use Export Script |
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- | SAMEncoderPart2 | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN | 587.357 ms | 12 - 12 MB | FP16 | NPU | Use Export Script |
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- | SAMEncoderPart2 | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 730.12 ms | 36 - 36 MB | FP16 | NPU | [Segment-Anything-Model.onnx](https://huggingface.co/qualcomm/Segment-Anything-Model/blob/main/SAMEncoderPart2.onnx) |
125
- | SAMEncoderPart3 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | TFLITE | 672.821 ms | 12 - 93 MB | FP16 | NPU | [Segment-Anything-Model.tflite](https://huggingface.co/qualcomm/Segment-Anything-Model/blob/main/SAMEncoderPart3.tflite) |
126
- | SAMEncoderPart3 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | QNN | 617.682 ms | 12 - 15 MB | FP16 | NPU | [Segment-Anything-Model.so](https://huggingface.co/qualcomm/Segment-Anything-Model/blob/main/SAMEncoderPart3.so) |
127
- | SAMEncoderPart3 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | ONNX | 779.263 ms | 24 - 163 MB | FP16 | NPU | [Segment-Anything-Model.onnx](https://huggingface.co/qualcomm/Segment-Anything-Model/blob/main/SAMEncoderPart3.onnx) |
128
- | SAMEncoderPart3 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | TFLITE | 510.644 ms | 11 - 794 MB | FP16 | NPU | [Segment-Anything-Model.tflite](https://huggingface.co/qualcomm/Segment-Anything-Model/blob/main/SAMEncoderPart3.tflite) |
129
- | SAMEncoderPart3 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | QNN | 463.147 ms | 12 - 31 MB | FP16 | NPU | [Segment-Anything-Model.so](https://huggingface.co/qualcomm/Segment-Anything-Model/blob/main/SAMEncoderPart3.so) |
130
- | SAMEncoderPart3 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | ONNX | 573.142 ms | 35 - 789 MB | FP16 | NPU | [Segment-Anything-Model.onnx](https://huggingface.co/qualcomm/Segment-Anything-Model/blob/main/SAMEncoderPart3.onnx) |
131
- | SAMEncoderPart3 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | TFLITE | 497.103 ms | 11 - 797 MB | FP16 | NPU | [Segment-Anything-Model.tflite](https://huggingface.co/qualcomm/Segment-Anything-Model/blob/main/SAMEncoderPart3.tflite) |
132
- | SAMEncoderPart3 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | QNN | 499.164 ms | 12 - 762 MB | FP16 | NPU | Use Export Script |
133
- | SAMEncoderPart3 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | ONNX | 535.876 ms | 12 - 743 MB | FP16 | NPU | [Segment-Anything-Model.onnx](https://huggingface.co/qualcomm/Segment-Anything-Model/blob/main/SAMEncoderPart3.onnx) |
134
- | SAMEncoderPart3 | SA7255P ADP | SA7255P | TFLITE | 2080.525 ms | 0 - 784 MB | FP16 | NPU | [Segment-Anything-Model.tflite](https://huggingface.co/qualcomm/Segment-Anything-Model/blob/main/SAMEncoderPart3.tflite) |
135
- | SAMEncoderPart3 | SA7255P ADP | SA7255P | QNN | 1967.875 ms | 4 - 12 MB | FP16 | NPU | Use Export Script |
136
- | SAMEncoderPart3 | SA8255 (Proxy) | SA8255P Proxy | TFLITE | 680.28 ms | 0 - 85 MB | FP16 | NPU | [Segment-Anything-Model.tflite](https://huggingface.co/qualcomm/Segment-Anything-Model/blob/main/SAMEncoderPart3.tflite) |
137
- | SAMEncoderPart3 | SA8255 (Proxy) | SA8255P Proxy | QNN | 614.492 ms | 12 - 14 MB | FP16 | NPU | Use Export Script |
138
- | SAMEncoderPart3 | SA8295P ADP | SA8295P | TFLITE | 764.476 ms | 11 - 756 MB | FP16 | NPU | [Segment-Anything-Model.tflite](https://huggingface.co/qualcomm/Segment-Anything-Model/blob/main/SAMEncoderPart3.tflite) |
139
- | SAMEncoderPart3 | SA8295P ADP | SA8295P | QNN | 680.306 ms | 0 - 15 MB | FP16 | NPU | Use Export Script |
140
- | SAMEncoderPart3 | SA8650 (Proxy) | SA8650P Proxy | TFLITE | 670.295 ms | 12 - 103 MB | FP16 | NPU | [Segment-Anything-Model.tflite](https://huggingface.co/qualcomm/Segment-Anything-Model/blob/main/SAMEncoderPart3.tflite) |
141
- | SAMEncoderPart3 | SA8650 (Proxy) | SA8650P Proxy | QNN | 616.884 ms | 12 - 15 MB | FP16 | NPU | Use Export Script |
142
- | SAMEncoderPart3 | SA8775P ADP | SA8775P | TFLITE | 767.838 ms | 12 - 797 MB | FP16 | NPU | [Segment-Anything-Model.tflite](https://huggingface.co/qualcomm/Segment-Anything-Model/blob/main/SAMEncoderPart3.tflite) |
143
- | SAMEncoderPart3 | SA8775P ADP | SA8775P | QNN | 694.435 ms | 12 - 22 MB | FP16 | NPU | Use Export Script |
144
- | SAMEncoderPart3 | QCS8275 (Proxy) | QCS8275 Proxy | TFLITE | 2080.525 ms | 0 - 784 MB | FP16 | NPU | [Segment-Anything-Model.tflite](https://huggingface.co/qualcomm/Segment-Anything-Model/blob/main/SAMEncoderPart3.tflite) |
145
- | SAMEncoderPart3 | QCS8275 (Proxy) | QCS8275 Proxy | QNN | 1967.875 ms | 4 - 12 MB | FP16 | NPU | Use Export Script |
146
- | SAMEncoderPart3 | QCS8550 (Proxy) | QCS8550 Proxy | TFLITE | 674.671 ms | 0 - 84 MB | FP16 | NPU | [Segment-Anything-Model.tflite](https://huggingface.co/qualcomm/Segment-Anything-Model/blob/main/SAMEncoderPart3.tflite) |
147
- | SAMEncoderPart3 | QCS8550 (Proxy) | QCS8550 Proxy | QNN | 616.901 ms | 12 - 17 MB | FP16 | NPU | Use Export Script |
148
- | SAMEncoderPart3 | QCS9075 (Proxy) | QCS9075 Proxy | TFLITE | 767.838 ms | 12 - 797 MB | FP16 | NPU | [Segment-Anything-Model.tflite](https://huggingface.co/qualcomm/Segment-Anything-Model/blob/main/SAMEncoderPart3.tflite) |
149
- | SAMEncoderPart3 | QCS9075 (Proxy) | QCS9075 Proxy | QNN | 694.435 ms | 12 - 22 MB | FP16 | NPU | Use Export Script |
150
- | SAMEncoderPart3 | QCS8450 (Proxy) | QCS8450 Proxy | TFLITE | 760.033 ms | 12 - 768 MB | FP16 | NPU | [Segment-Anything-Model.tflite](https://huggingface.co/qualcomm/Segment-Anything-Model/blob/main/SAMEncoderPart3.tflite) |
151
- | SAMEncoderPart3 | QCS8450 (Proxy) | QCS8450 Proxy | QNN | 758.456 ms | 12 - 732 MB | FP16 | NPU | Use Export Script |
152
- | SAMEncoderPart3 | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN | 586.318 ms | 12 - 12 MB | FP16 | NPU | Use Export Script |
153
- | SAMEncoderPart3 | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 735.286 ms | 35 - 35 MB | FP16 | NPU | [Segment-Anything-Model.onnx](https://huggingface.co/qualcomm/Segment-Anything-Model/blob/main/SAMEncoderPart3.onnx) |
154
- | SAMEncoderPart4 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | TFLITE | 669.945 ms | 0 - 87 MB | FP16 | NPU | [Segment-Anything-Model.tflite](https://huggingface.co/qualcomm/Segment-Anything-Model/blob/main/SAMEncoderPart4.tflite) |
155
- | SAMEncoderPart4 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | QNN | 617.1 ms | 12 - 15 MB | FP16 | NPU | [Segment-Anything-Model.so](https://huggingface.co/qualcomm/Segment-Anything-Model/blob/main/SAMEncoderPart4.so) |
156
- | SAMEncoderPart4 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | ONNX | 769.838 ms | 12 - 162 MB | FP16 | NPU | [Segment-Anything-Model.onnx](https://huggingface.co/qualcomm/Segment-Anything-Model/blob/main/SAMEncoderPart4.onnx) |
157
- | SAMEncoderPart4 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | TFLITE | 509.105 ms | 11 - 793 MB | FP16 | NPU | [Segment-Anything-Model.tflite](https://huggingface.co/qualcomm/Segment-Anything-Model/blob/main/SAMEncoderPart4.tflite) |
158
- | SAMEncoderPart4 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | QNN | 458.614 ms | 12 - 32 MB | FP16 | NPU | [Segment-Anything-Model.so](https://huggingface.co/qualcomm/Segment-Anything-Model/blob/main/SAMEncoderPart4.so) |
159
- | SAMEncoderPart4 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | ONNX | 570.567 ms | 24 - 775 MB | FP16 | NPU | [Segment-Anything-Model.onnx](https://huggingface.co/qualcomm/Segment-Anything-Model/blob/main/SAMEncoderPart4.onnx) |
160
- | SAMEncoderPart4 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | TFLITE | 437.498 ms | 11 - 797 MB | FP16 | NPU | [Segment-Anything-Model.tflite](https://huggingface.co/qualcomm/Segment-Anything-Model/blob/main/SAMEncoderPart4.tflite) |
161
- | SAMEncoderPart4 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | QNN | 496.587 ms | 12 - 761 MB | FP16 | NPU | Use Export Script |
162
- | SAMEncoderPart4 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | ONNX | 536.53 ms | 27 - 757 MB | FP16 | NPU | [Segment-Anything-Model.onnx](https://huggingface.co/qualcomm/Segment-Anything-Model/blob/main/SAMEncoderPart4.onnx) |
163
- | SAMEncoderPart4 | SA7255P ADP | SA7255P | TFLITE | 2081.571 ms | 0 - 784 MB | FP16 | NPU | [Segment-Anything-Model.tflite](https://huggingface.co/qualcomm/Segment-Anything-Model/blob/main/SAMEncoderPart4.tflite) |
164
- | SAMEncoderPart4 | SA7255P ADP | SA7255P | QNN | 1976.132 ms | 3 - 11 MB | FP16 | NPU | Use Export Script |
165
- | SAMEncoderPart4 | SA8255 (Proxy) | SA8255P Proxy | TFLITE | 669.017 ms | 0 - 82 MB | FP16 | NPU | [Segment-Anything-Model.tflite](https://huggingface.co/qualcomm/Segment-Anything-Model/blob/main/SAMEncoderPart4.tflite) |
166
- | SAMEncoderPart4 | SA8255 (Proxy) | SA8255P Proxy | QNN | 616.248 ms | 12 - 15 MB | FP16 | NPU | Use Export Script |
167
- | SAMEncoderPart4 | SA8295P ADP | SA8295P | TFLITE | 764.855 ms | 12 - 757 MB | FP16 | NPU | [Segment-Anything-Model.tflite](https://huggingface.co/qualcomm/Segment-Anything-Model/blob/main/SAMEncoderPart4.tflite) |
168
- | SAMEncoderPart4 | SA8295P ADP | SA8295P | QNN | 682.303 ms | 0 - 15 MB | FP16 | NPU | Use Export Script |
169
- | SAMEncoderPart4 | SA8650 (Proxy) | SA8650P Proxy | TFLITE | 669.419 ms | 12 - 72 MB | FP16 | NPU | [Segment-Anything-Model.tflite](https://huggingface.co/qualcomm/Segment-Anything-Model/blob/main/SAMEncoderPart4.tflite) |
170
- | SAMEncoderPart4 | SA8650 (Proxy) | SA8650P Proxy | QNN | 618.263 ms | 12 - 15 MB | FP16 | NPU | Use Export Script |
171
- | SAMEncoderPart4 | SA8775P ADP | SA8775P | TFLITE | 767.294 ms | 12 - 796 MB | FP16 | NPU | [Segment-Anything-Model.tflite](https://huggingface.co/qualcomm/Segment-Anything-Model/blob/main/SAMEncoderPart4.tflite) |
172
- | SAMEncoderPart4 | SA8775P ADP | SA8775P | QNN | 694.355 ms | 1 - 11 MB | FP16 | NPU | Use Export Script |
173
- | SAMEncoderPart4 | QCS8275 (Proxy) | QCS8275 Proxy | TFLITE | 2081.571 ms | 0 - 784 MB | FP16 | NPU | [Segment-Anything-Model.tflite](https://huggingface.co/qualcomm/Segment-Anything-Model/blob/main/SAMEncoderPart4.tflite) |
174
- | SAMEncoderPart4 | QCS8275 (Proxy) | QCS8275 Proxy | QNN | 1976.132 ms | 3 - 11 MB | FP16 | NPU | Use Export Script |
175
- | SAMEncoderPart4 | QCS8550 (Proxy) | QCS8550 Proxy | TFLITE | 672.575 ms | 0 - 80 MB | FP16 | NPU | [Segment-Anything-Model.tflite](https://huggingface.co/qualcomm/Segment-Anything-Model/blob/main/SAMEncoderPart4.tflite) |
176
- | SAMEncoderPart4 | QCS8550 (Proxy) | QCS8550 Proxy | QNN | 615.774 ms | 12 - 14 MB | FP16 | NPU | Use Export Script |
177
- | SAMEncoderPart4 | QCS9075 (Proxy) | QCS9075 Proxy | TFLITE | 767.294 ms | 12 - 796 MB | FP16 | NPU | [Segment-Anything-Model.tflite](https://huggingface.co/qualcomm/Segment-Anything-Model/blob/main/SAMEncoderPart4.tflite) |
178
- | SAMEncoderPart4 | QCS9075 (Proxy) | QCS9075 Proxy | QNN | 694.355 ms | 1 - 11 MB | FP16 | NPU | Use Export Script |
179
- | SAMEncoderPart4 | QCS8450 (Proxy) | QCS8450 Proxy | TFLITE | 754.379 ms | 12 - 767 MB | FP16 | NPU | [Segment-Anything-Model.tflite](https://huggingface.co/qualcomm/Segment-Anything-Model/blob/main/SAMEncoderPart4.tflite) |
180
- | SAMEncoderPart4 | QCS8450 (Proxy) | QCS8450 Proxy | QNN | 739.622 ms | 12 - 731 MB | FP16 | NPU | Use Export Script |
181
- | SAMEncoderPart4 | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN | 586.175 ms | 12 - 12 MB | FP16 | NPU | Use Export Script |
182
- | SAMEncoderPart4 | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 731.787 ms | 35 - 35 MB | FP16 | NPU | [Segment-Anything-Model.onnx](https://huggingface.co/qualcomm/Segment-Anything-Model/blob/main/SAMEncoderPart4.onnx) |
183
- | SAMEncoderPart5 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | TFLITE | 673.83 ms | 0 - 88 MB | FP16 | NPU | [Segment-Anything-Model.tflite](https://huggingface.co/qualcomm/Segment-Anything-Model/blob/main/SAMEncoderPart5.tflite) |
184
- | SAMEncoderPart5 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | QNN | 620.228 ms | 14 - 16 MB | FP16 | NPU | [Segment-Anything-Model.so](https://huggingface.co/qualcomm/Segment-Anything-Model/blob/main/SAMEncoderPart5.so) |
185
- | SAMEncoderPart5 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | ONNX | 774.021 ms | 12 - 147 MB | FP16 | NPU | [Segment-Anything-Model.onnx](https://huggingface.co/qualcomm/Segment-Anything-Model/blob/main/SAMEncoderPart5.onnx) |
186
- | SAMEncoderPart5 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | TFLITE | 506.085 ms | 10 - 796 MB | FP16 | NPU | [Segment-Anything-Model.tflite](https://huggingface.co/qualcomm/Segment-Anything-Model/blob/main/SAMEncoderPart5.tflite) |
187
- | SAMEncoderPart5 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | QNN | 458.994 ms | 12 - 32 MB | FP16 | NPU | [Segment-Anything-Model.so](https://huggingface.co/qualcomm/Segment-Anything-Model/blob/main/SAMEncoderPart5.so) |
188
- | SAMEncoderPart5 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | ONNX | 570.102 ms | 24 - 776 MB | FP16 | NPU | [Segment-Anything-Model.onnx](https://huggingface.co/qualcomm/Segment-Anything-Model/blob/main/SAMEncoderPart5.onnx) |
189
- | SAMEncoderPart5 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | TFLITE | 498.671 ms | 12 - 796 MB | FP16 | NPU | [Segment-Anything-Model.tflite](https://huggingface.co/qualcomm/Segment-Anything-Model/blob/main/SAMEncoderPart5.tflite) |
190
- | SAMEncoderPart5 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | QNN | 440.165 ms | 12 - 760 MB | FP16 | NPU | Use Export Script |
191
- | SAMEncoderPart5 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | ONNX | 538.191 ms | 24 - 753 MB | FP16 | NPU | [Segment-Anything-Model.onnx](https://huggingface.co/qualcomm/Segment-Anything-Model/blob/main/SAMEncoderPart5.onnx) |
192
- | SAMEncoderPart5 | SA7255P ADP | SA7255P | TFLITE | 2075.136 ms | 0 - 783 MB | FP16 | NPU | [Segment-Anything-Model.tflite](https://huggingface.co/qualcomm/Segment-Anything-Model/blob/main/SAMEncoderPart5.tflite) |
193
- | SAMEncoderPart5 | SA7255P ADP | SA7255P | QNN | 1975.907 ms | 12 - 19 MB | FP16 | NPU | Use Export Script |
194
- | SAMEncoderPart5 | SA8255 (Proxy) | SA8255P Proxy | TFLITE | 671.333 ms | 0 - 81 MB | FP16 | NPU | [Segment-Anything-Model.tflite](https://huggingface.co/qualcomm/Segment-Anything-Model/blob/main/SAMEncoderPart5.tflite) |
195
- | SAMEncoderPart5 | SA8255 (Proxy) | SA8255P Proxy | QNN | 618.951 ms | 12 - 14 MB | FP16 | NPU | Use Export Script |
196
- | SAMEncoderPart5 | SA8295P ADP | SA8295P | TFLITE | 762.394 ms | 12 - 756 MB | FP16 | NPU | [Segment-Anything-Model.tflite](https://huggingface.co/qualcomm/Segment-Anything-Model/blob/main/SAMEncoderPart5.tflite) |
197
- | SAMEncoderPart5 | SA8295P ADP | SA8295P | QNN | 680.206 ms | 0 - 14 MB | FP16 | NPU | Use Export Script |
198
- | SAMEncoderPart5 | SA8650 (Proxy) | SA8650P Proxy | TFLITE | 672.05 ms | 12 - 79 MB | FP16 | NPU | [Segment-Anything-Model.tflite](https://huggingface.co/qualcomm/Segment-Anything-Model/blob/main/SAMEncoderPart5.tflite) |
199
- | SAMEncoderPart5 | SA8650 (Proxy) | SA8650P Proxy | QNN | 619.339 ms | 12 - 14 MB | FP16 | NPU | Use Export Script |
200
- | SAMEncoderPart5 | SA8775P ADP | SA8775P | TFLITE | 767.752 ms | 12 - 795 MB | FP16 | NPU | [Segment-Anything-Model.tflite](https://huggingface.co/qualcomm/Segment-Anything-Model/blob/main/SAMEncoderPart5.tflite) |
201
- | SAMEncoderPart5 | SA8775P ADP | SA8775P | QNN | 694.595 ms | 1 - 11 MB | FP16 | NPU | Use Export Script |
202
- | SAMEncoderPart5 | QCS8275 (Proxy) | QCS8275 Proxy | TFLITE | 2075.136 ms | 0 - 783 MB | FP16 | NPU | [Segment-Anything-Model.tflite](https://huggingface.co/qualcomm/Segment-Anything-Model/blob/main/SAMEncoderPart5.tflite) |
203
- | SAMEncoderPart5 | QCS8275 (Proxy) | QCS8275 Proxy | QNN | 1975.907 ms | 12 - 19 MB | FP16 | NPU | Use Export Script |
204
- | SAMEncoderPart5 | QCS8550 (Proxy) | QCS8550 Proxy | QNN | 617.494 ms | 12 - 14 MB | FP16 | NPU | Use Export Script |
205
- | SAMEncoderPart5 | QCS9075 (Proxy) | QCS9075 Proxy | TFLITE | 767.752 ms | 12 - 795 MB | FP16 | NPU | [Segment-Anything-Model.tflite](https://huggingface.co/qualcomm/Segment-Anything-Model/blob/main/SAMEncoderPart5.tflite) |
206
- | SAMEncoderPart5 | QCS9075 (Proxy) | QCS9075 Proxy | QNN | 694.595 ms | 1 - 11 MB | FP16 | NPU | Use Export Script |
207
- | SAMEncoderPart5 | QCS8450 (Proxy) | QCS8450 Proxy | TFLITE | 742.93 ms | 12 - 767 MB | FP16 | NPU | [Segment-Anything-Model.tflite](https://huggingface.co/qualcomm/Segment-Anything-Model/blob/main/SAMEncoderPart5.tflite) |
208
- | SAMEncoderPart5 | QCS8450 (Proxy) | QCS8450 Proxy | QNN | 737.86 ms | 12 - 736 MB | FP16 | NPU | Use Export Script |
209
- | SAMEncoderPart5 | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN | 587.284 ms | 12 - 12 MB | FP16 | NPU | Use Export Script |
210
- | SAMEncoderPart5 | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 736.257 ms | 36 - 36 MB | FP16 | NPU | [Segment-Anything-Model.onnx](https://huggingface.co/qualcomm/Segment-Anything-Model/blob/main/SAMEncoderPart5.onnx) |
211
- | SAMEncoderPart6 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | TFLITE | 672.843 ms | 0 - 89 MB | FP16 | NPU | [Segment-Anything-Model.tflite](https://huggingface.co/qualcomm/Segment-Anything-Model/blob/main/SAMEncoderPart6.tflite) |
212
- | SAMEncoderPart6 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | QNN | 621.563 ms | 16 - 18 MB | FP16 | NPU | [Segment-Anything-Model.so](https://huggingface.co/qualcomm/Segment-Anything-Model/blob/main/SAMEncoderPart6.so) |
213
- | SAMEncoderPart6 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | ONNX | 771.737 ms | 5 - 158 MB | FP16 | NPU | [Segment-Anything-Model.onnx](https://huggingface.co/qualcomm/Segment-Anything-Model/blob/main/SAMEncoderPart6.onnx) |
214
- | SAMEncoderPart6 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | TFLITE | 520.741 ms | 11 - 796 MB | FP16 | NPU | [Segment-Anything-Model.tflite](https://huggingface.co/qualcomm/Segment-Anything-Model/blob/main/SAMEncoderPart6.tflite) |
215
- | SAMEncoderPart6 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | QNN | 459.106 ms | 12 - 32 MB | FP16 | NPU | [Segment-Anything-Model.so](https://huggingface.co/qualcomm/Segment-Anything-Model/blob/main/SAMEncoderPart6.so) |
216
- | SAMEncoderPart6 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | ONNX | 569.357 ms | 27 - 781 MB | FP16 | NPU | [Segment-Anything-Model.onnx](https://huggingface.co/qualcomm/Segment-Anything-Model/blob/main/SAMEncoderPart6.onnx) |
217
- | SAMEncoderPart6 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | TFLITE | 493.833 ms | 10 - 797 MB | FP16 | NPU | [Segment-Anything-Model.tflite](https://huggingface.co/qualcomm/Segment-Anything-Model/blob/main/SAMEncoderPart6.tflite) |
218
- | SAMEncoderPart6 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | QNN | 502.431 ms | 12 - 760 MB | FP16 | NPU | Use Export Script |
219
- | SAMEncoderPart6 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | ONNX | 488.507 ms | 24 - 753 MB | FP16 | NPU | [Segment-Anything-Model.onnx](https://huggingface.co/qualcomm/Segment-Anything-Model/blob/main/SAMEncoderPart6.onnx) |
220
- | SAMEncoderPart6 | SA7255P ADP | SA7255P | TFLITE | 2080.562 ms | 12 - 797 MB | FP16 | NPU | [Segment-Anything-Model.tflite](https://huggingface.co/qualcomm/Segment-Anything-Model/blob/main/SAMEncoderPart6.tflite) |
221
- | SAMEncoderPart6 | SA7255P ADP | SA7255P | QNN | 1976.791 ms | 12 - 19 MB | FP16 | NPU | Use Export Script |
222
- | SAMEncoderPart6 | SA8255 (Proxy) | SA8255P Proxy | TFLITE | 668.835 ms | 12 - 102 MB | FP16 | NPU | [Segment-Anything-Model.tflite](https://huggingface.co/qualcomm/Segment-Anything-Model/blob/main/SAMEncoderPart6.tflite) |
223
- | SAMEncoderPart6 | SA8255 (Proxy) | SA8255P Proxy | QNN | 615.347 ms | 12 - 15 MB | FP16 | NPU | Use Export Script |
224
- | SAMEncoderPart6 | SA8295P ADP | SA8295P | TFLITE | 764.252 ms | 12 - 758 MB | FP16 | NPU | [Segment-Anything-Model.tflite](https://huggingface.co/qualcomm/Segment-Anything-Model/blob/main/SAMEncoderPart6.tflite) |
225
- | SAMEncoderPart6 | SA8295P ADP | SA8295P | QNN | 680.522 ms | 0 - 14 MB | FP16 | NPU | Use Export Script |
226
- | SAMEncoderPart6 | SA8650 (Proxy) | SA8650P Proxy | TFLITE | 672.927 ms | 12 - 77 MB | FP16 | NPU | [Segment-Anything-Model.tflite](https://huggingface.co/qualcomm/Segment-Anything-Model/blob/main/SAMEncoderPart6.tflite) |
227
- | SAMEncoderPart6 | SA8650 (Proxy) | SA8650P Proxy | QNN | 618.049 ms | 12 - 15 MB | FP16 | NPU | Use Export Script |
228
- | SAMEncoderPart6 | SA8775P ADP | SA8775P | TFLITE | 769.477 ms | 12 - 798 MB | FP16 | NPU | [Segment-Anything-Model.tflite](https://huggingface.co/qualcomm/Segment-Anything-Model/blob/main/SAMEncoderPart6.tflite) |
229
- | SAMEncoderPart6 | SA8775P ADP | SA8775P | QNN | 694.634 ms | 1 - 11 MB | FP16 | NPU | Use Export Script |
230
- | SAMEncoderPart6 | QCS8275 (Proxy) | QCS8275 Proxy | TFLITE | 2080.562 ms | 12 - 797 MB | FP16 | NPU | [Segment-Anything-Model.tflite](https://huggingface.co/qualcomm/Segment-Anything-Model/blob/main/SAMEncoderPart6.tflite) |
231
- | SAMEncoderPart6 | QCS8275 (Proxy) | QCS8275 Proxy | QNN | 1976.791 ms | 12 - 19 MB | FP16 | NPU | Use Export Script |
232
- | SAMEncoderPart6 | QCS8550 (Proxy) | QCS8550 Proxy | TFLITE | 671.146 ms | 12 - 98 MB | FP16 | NPU | [Segment-Anything-Model.tflite](https://huggingface.co/qualcomm/Segment-Anything-Model/blob/main/SAMEncoderPart6.tflite) |
233
- | SAMEncoderPart6 | QCS8550 (Proxy) | QCS8550 Proxy | QNN | 616.722 ms | 12 - 14 MB | FP16 | NPU | Use Export Script |
234
- | SAMEncoderPart6 | QCS9075 (Proxy) | QCS9075 Proxy | TFLITE | 769.477 ms | 12 - 798 MB | FP16 | NPU | [Segment-Anything-Model.tflite](https://huggingface.co/qualcomm/Segment-Anything-Model/blob/main/SAMEncoderPart6.tflite) |
235
- | SAMEncoderPart6 | QCS9075 (Proxy) | QCS9075 Proxy | QNN | 694.634 ms | 1 - 11 MB | FP16 | NPU | Use Export Script |
236
- | SAMEncoderPart6 | QCS8450 (Proxy) | QCS8450 Proxy | TFLITE | 741.638 ms | 12 - 767 MB | FP16 | NPU | [Segment-Anything-Model.tflite](https://huggingface.co/qualcomm/Segment-Anything-Model/blob/main/SAMEncoderPart6.tflite) |
237
- | SAMEncoderPart6 | QCS8450 (Proxy) | QCS8450 Proxy | QNN | 744.304 ms | 12 - 731 MB | FP16 | NPU | Use Export Script |
238
- | SAMEncoderPart6 | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN | 585.577 ms | 12 - 12 MB | FP16 | NPU | Use Export Script |
239
- | SAMEncoderPart6 | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 740.654 ms | 35 - 35 MB | FP16 | NPU | [Segment-Anything-Model.onnx](https://huggingface.co/qualcomm/Segment-Anything-Model/blob/main/SAMEncoderPart6.onnx) |
240
 
241
 
242
 
@@ -299,65 +125,65 @@ Profiling Results
299
  ------------------------------------------------------------
300
  SAMDecoder
301
  Device : Samsung Galaxy S23 (13)
302
- Runtime : TFLITE
303
- Estimated inference time (ms) : 7.4
304
- Estimated peak memory usage (MB): [0, 29]
305
- Total # Ops : 845
306
- Compute Unit(s) : NPU (845 ops)
307
 
308
  ------------------------------------------------------------
309
  SAMEncoderPart1
310
  Device : Samsung Galaxy S23 (13)
311
- Runtime : TFLITE
312
- Estimated inference time (ms) : 248.7
313
- Estimated peak memory usage (MB): [12, 110]
314
- Total # Ops : 584
315
- Compute Unit(s) : NPU (584 ops)
316
 
317
  ------------------------------------------------------------
318
  SAMEncoderPart2
319
  Device : Samsung Galaxy S23 (13)
320
- Runtime : TFLITE
321
- Estimated inference time (ms) : 680.3
322
- Estimated peak memory usage (MB): [0, 89]
323
- Total # Ops : 572
324
- Compute Unit(s) : NPU (572 ops)
325
 
326
  ------------------------------------------------------------
327
  SAMEncoderPart3
328
  Device : Samsung Galaxy S23 (13)
329
- Runtime : TFLITE
330
- Estimated inference time (ms) : 672.8
331
- Estimated peak memory usage (MB): [12, 93]
332
- Total # Ops : 572
333
- Compute Unit(s) : NPU (572 ops)
334
 
335
  ------------------------------------------------------------
336
  SAMEncoderPart4
337
  Device : Samsung Galaxy S23 (13)
338
- Runtime : TFLITE
339
- Estimated inference time (ms) : 669.9
340
- Estimated peak memory usage (MB): [0, 87]
341
- Total # Ops : 572
342
- Compute Unit(s) : NPU (572 ops)
343
 
344
  ------------------------------------------------------------
345
  SAMEncoderPart5
346
  Device : Samsung Galaxy S23 (13)
347
- Runtime : TFLITE
348
- Estimated inference time (ms) : 673.8
349
- Estimated peak memory usage (MB): [0, 88]
350
- Total # Ops : 572
351
- Compute Unit(s) : NPU (572 ops)
352
 
353
  ------------------------------------------------------------
354
  SAMEncoderPart6
355
  Device : Samsung Galaxy S23 (13)
356
- Runtime : TFLITE
357
- Estimated inference time (ms) : 672.8
358
- Estimated peak memory usage (MB): [0, 89]
359
- Total # Ops : 573
360
- Compute Unit(s) : NPU (573 ops)
361
  ```
362
 
363
 
 
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 | ONNX | 8.448 ms | 1 - 57 MB | FP16 | NPU | [Segment-Anything-Model.onnx](https://huggingface.co/qualcomm/Segment-Anything-Model/blob/main/SAMDecoder.onnx) |
39
+ | SAMDecoder | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | ONNX | 5.889 ms | 6 - 68 MB | FP16 | NPU | [Segment-Anything-Model.onnx](https://huggingface.co/qualcomm/Segment-Anything-Model/blob/main/SAMDecoder.onnx) |
40
+ | SAMDecoder | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | ONNX | 5.73 ms | 4 - 55 MB | FP16 | NPU | [Segment-Anything-Model.onnx](https://huggingface.co/qualcomm/Segment-Anything-Model/blob/main/SAMDecoder.onnx) |
41
+ | SAMDecoder | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 8.67 ms | 11 - 11 MB | FP16 | NPU | [Segment-Anything-Model.onnx](https://huggingface.co/qualcomm/Segment-Anything-Model/blob/main/SAMDecoder.onnx) |
42
+ | SAMEncoderPart1 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | ONNX | 228.979 ms | 12 - 181 MB | FP16 | NPU | [Segment-Anything-Model.onnx](https://huggingface.co/qualcomm/Segment-Anything-Model/blob/main/SAMEncoderPart1.onnx) |
43
+ | SAMEncoderPart1 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | ONNX | 161.859 ms | 36 - 838 MB | FP16 | NPU | [Segment-Anything-Model.onnx](https://huggingface.co/qualcomm/Segment-Anything-Model/blob/main/SAMEncoderPart1.onnx) |
44
+ | SAMEncoderPart1 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | ONNX | 158.396 ms | 35 - 789 MB | FP16 | NPU | [Segment-Anything-Model.onnx](https://huggingface.co/qualcomm/Segment-Anything-Model/blob/main/SAMEncoderPart1.onnx) |
45
+ | SAMEncoderPart1 | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 231.597 ms | 43 - 43 MB | FP16 | NPU | [Segment-Anything-Model.onnx](https://huggingface.co/qualcomm/Segment-Anything-Model/blob/main/SAMEncoderPart1.onnx) |
46
+ | SAMEncoderPart2 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | ONNX | 781.713 ms | 12 - 147 MB | FP16 | NPU | [Segment-Anything-Model.onnx](https://huggingface.co/qualcomm/Segment-Anything-Model/blob/main/SAMEncoderPart2.onnx) |
47
+ | SAMEncoderPart2 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | ONNX | 567.288 ms | 36 - 736 MB | FP16 | NPU | [Segment-Anything-Model.onnx](https://huggingface.co/qualcomm/Segment-Anything-Model/blob/main/SAMEncoderPart2.onnx) |
48
+ | SAMEncoderPart2 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | ONNX | 531.384 ms | 12 - 686 MB | FP16 | NPU | [Segment-Anything-Model.onnx](https://huggingface.co/qualcomm/Segment-Anything-Model/blob/main/SAMEncoderPart2.onnx) |
49
+ | SAMEncoderPart2 | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 736.185 ms | 33 - 33 MB | FP16 | NPU | [Segment-Anything-Model.onnx](https://huggingface.co/qualcomm/Segment-Anything-Model/blob/main/SAMEncoderPart2.onnx) |
50
+ | SAMEncoderPart3 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | ONNX | 779.664 ms | 12 - 159 MB | FP16 | NPU | [Segment-Anything-Model.onnx](https://huggingface.co/qualcomm/Segment-Anything-Model/blob/main/SAMEncoderPart3.onnx) |
51
+ | SAMEncoderPart3 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | ONNX | 576.302 ms | 22 - 724 MB | FP16 | NPU | [Segment-Anything-Model.onnx](https://huggingface.co/qualcomm/Segment-Anything-Model/blob/main/SAMEncoderPart3.onnx) |
52
+ | SAMEncoderPart3 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | ONNX | 530.988 ms | 12 - 686 MB | FP16 | NPU | [Segment-Anything-Model.onnx](https://huggingface.co/qualcomm/Segment-Anything-Model/blob/main/SAMEncoderPart3.onnx) |
53
+ | SAMEncoderPart3 | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 729.557 ms | 33 - 33 MB | FP16 | NPU | [Segment-Anything-Model.onnx](https://huggingface.co/qualcomm/Segment-Anything-Model/blob/main/SAMEncoderPart3.onnx) |
54
+ | SAMEncoderPart4 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | ONNX | 770.123 ms | 12 - 151 MB | FP16 | NPU | [Segment-Anything-Model.onnx](https://huggingface.co/qualcomm/Segment-Anything-Model/blob/main/SAMEncoderPart4.onnx) |
55
+ | SAMEncoderPart4 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | ONNX | 569.238 ms | 24 - 722 MB | FP16 | NPU | [Segment-Anything-Model.onnx](https://huggingface.co/qualcomm/Segment-Anything-Model/blob/main/SAMEncoderPart4.onnx) |
56
+ | SAMEncoderPart4 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | ONNX | 478.143 ms | 24 - 699 MB | FP16 | NPU | [Segment-Anything-Model.onnx](https://huggingface.co/qualcomm/Segment-Anything-Model/blob/main/SAMEncoderPart4.onnx) |
57
+ | SAMEncoderPart4 | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 730.872 ms | 33 - 33 MB | FP16 | NPU | [Segment-Anything-Model.onnx](https://huggingface.co/qualcomm/Segment-Anything-Model/blob/main/SAMEncoderPart4.onnx) |
58
+ | SAMEncoderPart5 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | ONNX | 772.375 ms | 0 - 133 MB | FP16 | NPU | [Segment-Anything-Model.onnx](https://huggingface.co/qualcomm/Segment-Anything-Model/blob/main/SAMEncoderPart5.onnx) |
59
+ | SAMEncoderPart5 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | ONNX | 568.921 ms | 24 - 720 MB | FP16 | NPU | [Segment-Anything-Model.onnx](https://huggingface.co/qualcomm/Segment-Anything-Model/blob/main/SAMEncoderPart5.onnx) |
60
+ | SAMEncoderPart5 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | ONNX | 481.0 ms | 12 - 686 MB | FP16 | NPU | [Segment-Anything-Model.onnx](https://huggingface.co/qualcomm/Segment-Anything-Model/blob/main/SAMEncoderPart5.onnx) |
61
+ | SAMEncoderPart5 | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 737.772 ms | 33 - 33 MB | FP16 | NPU | [Segment-Anything-Model.onnx](https://huggingface.co/qualcomm/Segment-Anything-Model/blob/main/SAMEncoderPart5.onnx) |
62
+ | SAMEncoderPart6 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | ONNX | 768.673 ms | 12 - 148 MB | FP16 | NPU | [Segment-Anything-Model.onnx](https://huggingface.co/qualcomm/Segment-Anything-Model/blob/main/SAMEncoderPart6.onnx) |
63
+ | SAMEncoderPart6 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | ONNX | 568.747 ms | 22 - 726 MB | FP16 | NPU | [Segment-Anything-Model.onnx](https://huggingface.co/qualcomm/Segment-Anything-Model/blob/main/SAMEncoderPart6.onnx) |
64
+ | SAMEncoderPart6 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | ONNX | 531.699 ms | 12 - 686 MB | FP16 | NPU | [Segment-Anything-Model.onnx](https://huggingface.co/qualcomm/Segment-Anything-Model/blob/main/SAMEncoderPart6.onnx) |
65
+ | SAMEncoderPart6 | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 727.465 ms | 33 - 33 MB | FP16 | NPU | [Segment-Anything-Model.onnx](https://huggingface.co/qualcomm/Segment-Anything-Model/blob/main/SAMEncoderPart6.onnx) |
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
66
 
67
 
68
 
 
125
  ------------------------------------------------------------
126
  SAMDecoder
127
  Device : Samsung Galaxy S23 (13)
128
+ Runtime : ONNX
129
+ Estimated inference time (ms) : 8.4
130
+ Estimated peak memory usage (MB): [1, 57]
131
+ Total # Ops : 868
132
+ Compute Unit(s) : NPU (868 ops)
133
 
134
  ------------------------------------------------------------
135
  SAMEncoderPart1
136
  Device : Samsung Galaxy S23 (13)
137
+ Runtime : ONNX
138
+ Estimated inference time (ms) : 229.0
139
+ Estimated peak memory usage (MB): [12, 181]
140
+ Total # Ops : 623
141
+ Compute Unit(s) : NPU (623 ops)
142
 
143
  ------------------------------------------------------------
144
  SAMEncoderPart2
145
  Device : Samsung Galaxy S23 (13)
146
+ Runtime : ONNX
147
+ Estimated inference time (ms) : 781.7
148
+ Estimated peak memory usage (MB): [12, 147]
149
+ Total # Ops : 610
150
+ Compute Unit(s) : NPU (610 ops)
151
 
152
  ------------------------------------------------------------
153
  SAMEncoderPart3
154
  Device : Samsung Galaxy S23 (13)
155
+ Runtime : ONNX
156
+ Estimated inference time (ms) : 779.7
157
+ Estimated peak memory usage (MB): [12, 159]
158
+ Total # Ops : 610
159
+ Compute Unit(s) : NPU (610 ops)
160
 
161
  ------------------------------------------------------------
162
  SAMEncoderPart4
163
  Device : Samsung Galaxy S23 (13)
164
+ Runtime : ONNX
165
+ Estimated inference time (ms) : 770.1
166
+ Estimated peak memory usage (MB): [12, 151]
167
+ Total # Ops : 610
168
+ Compute Unit(s) : NPU (610 ops)
169
 
170
  ------------------------------------------------------------
171
  SAMEncoderPart5
172
  Device : Samsung Galaxy S23 (13)
173
+ Runtime : ONNX
174
+ Estimated inference time (ms) : 772.4
175
+ Estimated peak memory usage (MB): [0, 133]
176
+ Total # Ops : 610
177
+ Compute Unit(s) : NPU (610 ops)
178
 
179
  ------------------------------------------------------------
180
  SAMEncoderPart6
181
  Device : Samsung Galaxy S23 (13)
182
+ Runtime : ONNX
183
+ Estimated inference time (ms) : 768.7
184
+ Estimated peak memory usage (MB): [12, 148]
185
+ Total # Ops : 610
186
+ Compute Unit(s) : NPU (610 ops)
187
  ```
188
 
189