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@@ -35,64 +35,64 @@ More details on model performance across various devices, can be found
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  | Model | Precision | Device | Chipset | Target Runtime | Inference Time (ms) | Peak Memory Range (MB) | Primary Compute Unit | Target Model
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  |---|---|---|---|---|---|---|---|---|
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- | SAMEncoder | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | TFLITE | 778.225 ms | 33 - 165 MB | NPU | [MobileSam.tflite](https://huggingface.co/qualcomm/MobileSam/blob/main/MobileSam.tflite) |
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- | SAMEncoder | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | QNN | 501.051 ms | 4 - 14 MB | NPU | Use Export Script |
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- | SAMEncoder | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | TFLITE | 657.898 ms | 33 - 175 MB | NPU | [MobileSam.tflite](https://huggingface.co/qualcomm/MobileSam/blob/main/MobileSam.tflite) |
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- | SAMEncoder | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | QNN | 479.564 ms | 12 - 592 MB | NPU | Use Export Script |
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- | SAMEncoder | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | TFLITE | 409.044 ms | 33 - 58 MB | NPU | [MobileSam.tflite](https://huggingface.co/qualcomm/MobileSam/blob/main/MobileSam.tflite) |
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- | SAMEncoder | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN | 265.351 ms | 12 - 15 MB | NPU | Use Export Script |
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- | SAMEncoder | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | TFLITE | 420.56 ms | 31 - 164 MB | NPU | [MobileSam.tflite](https://huggingface.co/qualcomm/MobileSam/blob/main/MobileSam.tflite) |
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- | SAMEncoder | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN | 274.861 ms | 1 - 15 MB | NPU | Use Export Script |
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- | SAMEncoder | float | SA7255P ADP | Qualcomm® SA7255P | TFLITE | 778.225 ms | 33 - 165 MB | NPU | [MobileSam.tflite](https://huggingface.co/qualcomm/MobileSam/blob/main/MobileSam.tflite) |
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- | SAMEncoder | float | SA7255P ADP | Qualcomm® SA7255P | QNN | 501.051 ms | 4 - 14 MB | NPU | Use Export Script |
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- | SAMEncoder | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | TFLITE | 433.345 ms | 33 - 58 MB | NPU | [MobileSam.tflite](https://huggingface.co/qualcomm/MobileSam/blob/main/MobileSam.tflite) |
49
- | SAMEncoder | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | QNN | 268.807 ms | 14 - 15 MB | NPU | Use Export Script |
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- | SAMEncoder | float | SA8295P ADP | Qualcomm® SA8295P | TFLITE | 585.898 ms | 33 - 168 MB | NPU | [MobileSam.tflite](https://huggingface.co/qualcomm/MobileSam/blob/main/MobileSam.tflite) |
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- | SAMEncoder | float | SA8295P ADP | Qualcomm® SA8295P | QNN | 425.029 ms | 0 - 18 MB | NPU | Use Export Script |
52
- | SAMEncoder | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | TFLITE | 421.955 ms | 33 - 59 MB | NPU | [MobileSam.tflite](https://huggingface.co/qualcomm/MobileSam/blob/main/MobileSam.tflite) |
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- | SAMEncoder | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | QNN | 268.324 ms | 15 - 17 MB | NPU | Use Export Script |
54
- | SAMEncoder | float | SA8775P ADP | Qualcomm® SA8775P | TFLITE | 420.56 ms | 31 - 164 MB | NPU | [MobileSam.tflite](https://huggingface.co/qualcomm/MobileSam/blob/main/MobileSam.tflite) |
55
- | SAMEncoder | float | SA8775P ADP | Qualcomm® SA8775P | QNN | 274.861 ms | 1 - 15 MB | NPU | Use Export Script |
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- | SAMEncoder | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | TFLITE | 417.766 ms | 33 - 60 MB | NPU | [MobileSam.tflite](https://huggingface.co/qualcomm/MobileSam/blob/main/MobileSam.tflite) |
57
- | SAMEncoder | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | QNN | 269.765 ms | 12 - 87 MB | NPU | Use Export Script |
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- | SAMEncoder | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | ONNX | 388.846 ms | 93 - 149 MB | NPU | [MobileSam.onnx](https://huggingface.co/qualcomm/MobileSam/blob/main/MobileSam.onnx) |
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- | SAMEncoder | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | TFLITE | 336.863 ms | 33 - 156 MB | NPU | [MobileSam.tflite](https://huggingface.co/qualcomm/MobileSam/blob/main/MobileSam.tflite) |
60
- | SAMEncoder | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN | 201.573 ms | 12 - 618 MB | NPU | Use Export Script |
61
- | SAMEncoder | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 295.691 ms | 94 - 209 MB | NPU | [MobileSam.onnx](https://huggingface.co/qualcomm/MobileSam/blob/main/MobileSam.onnx) |
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- | SAMEncoder | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | TFLITE | 274.65 ms | 33 - 166 MB | NPU | [MobileSam.tflite](https://huggingface.co/qualcomm/MobileSam/blob/main/MobileSam.tflite) |
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- | SAMEncoder | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | QNN | 174.753 ms | 12 - 596 MB | NPU | Use Export Script |
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- | SAMEncoder | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | ONNX | 255.159 ms | 74 - 204 MB | NPU | [MobileSam.onnx](https://huggingface.co/qualcomm/MobileSam/blob/main/MobileSam.onnx) |
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- | SAMEncoder | float | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN | 276.054 ms | 12 - 12 MB | NPU | Use Export Script |
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- | SAMEncoder | float | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 431.108 ms | 131 - 131 MB | NPU | [MobileSam.onnx](https://huggingface.co/qualcomm/MobileSam/blob/main/MobileSam.onnx) |
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- | SAMDecoder | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | TFLITE | 16.756 ms | 0 - 40 MB | NPU | [MobileSam.tflite](https://huggingface.co/qualcomm/MobileSam/blob/main/MobileSam.tflite) |
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- | SAMDecoder | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | QNN | 13.95 ms | 4 - 14 MB | NPU | Use Export Script |
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- | SAMDecoder | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | TFLITE | 8.824 ms | 0 - 44 MB | NPU | [MobileSam.tflite](https://huggingface.co/qualcomm/MobileSam/blob/main/MobileSam.tflite) |
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- | SAMDecoder | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | QNN | 8.649 ms | 4 - 50 MB | NPU | Use Export Script |
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- | SAMDecoder | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | TFLITE | 7.359 ms | 0 - 26 MB | NPU | [MobileSam.tflite](https://huggingface.co/qualcomm/MobileSam/blob/main/MobileSam.tflite) |
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- | SAMDecoder | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN | 6.178 ms | 4 - 7 MB | NPU | Use Export Script |
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- | SAMDecoder | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | TFLITE | 8.639 ms | 0 - 41 MB | NPU | [MobileSam.tflite](https://huggingface.co/qualcomm/MobileSam/blob/main/MobileSam.tflite) |
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- | SAMDecoder | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN | 7.319 ms | 3 - 17 MB | NPU | Use Export Script |
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- | SAMDecoder | float | SA7255P ADP | Qualcomm® SA7255P | TFLITE | 16.756 ms | 0 - 40 MB | NPU | [MobileSam.tflite](https://huggingface.co/qualcomm/MobileSam/blob/main/MobileSam.tflite) |
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- | SAMDecoder | float | SA7255P ADP | Qualcomm® SA7255P | QNN | 13.95 ms | 4 - 14 MB | NPU | Use Export Script |
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- | SAMDecoder | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | TFLITE | 7.358 ms | 0 - 28 MB | NPU | [MobileSam.tflite](https://huggingface.co/qualcomm/MobileSam/blob/main/MobileSam.tflite) |
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- | SAMDecoder | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | QNN | 6.289 ms | 4 - 6 MB | NPU | Use Export Script |
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- | SAMDecoder | float | SA8295P ADP | Qualcomm® SA8295P | TFLITE | 9.889 ms | 0 - 36 MB | NPU | [MobileSam.tflite](https://huggingface.co/qualcomm/MobileSam/blob/main/MobileSam.tflite) |
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- | SAMDecoder | float | SA8295P ADP | Qualcomm® SA8295P | QNN | 7.431 ms | 0 - 18 MB | NPU | Use Export Script |
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- | SAMDecoder | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | TFLITE | 7.342 ms | 0 - 28 MB | NPU | [MobileSam.tflite](https://huggingface.co/qualcomm/MobileSam/blob/main/MobileSam.tflite) |
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- | SAMDecoder | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | QNN | 6.196 ms | 6 - 8 MB | NPU | Use Export Script |
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- | SAMDecoder | float | SA8775P ADP | Qualcomm® SA8775P | TFLITE | 8.639 ms | 0 - 41 MB | NPU | [MobileSam.tflite](https://huggingface.co/qualcomm/MobileSam/blob/main/MobileSam.tflite) |
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- | SAMDecoder | float | SA8775P ADP | Qualcomm® SA8775P | QNN | 7.319 ms | 3 - 17 MB | NPU | Use Export Script |
85
- | SAMDecoder | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | TFLITE | 7.44 ms | 0 - 31 MB | NPU | [MobileSam.tflite](https://huggingface.co/qualcomm/MobileSam/blob/main/MobileSam.tflite) |
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- | SAMDecoder | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | QNN | 6.139 ms | 4 - 21 MB | NPU | Use Export Script |
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- | SAMDecoder | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | ONNX | 8.985 ms | 1 - 61 MB | NPU | [MobileSam.onnx](https://huggingface.co/qualcomm/MobileSam/blob/main/MobileSam.onnx) |
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- | SAMDecoder | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | TFLITE | 5.251 ms | 0 - 49 MB | NPU | [MobileSam.tflite](https://huggingface.co/qualcomm/MobileSam/blob/main/MobileSam.tflite) |
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- | SAMDecoder | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN | 4.201 ms | 4 - 50 MB | NPU | Use Export Script |
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- | SAMDecoder | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 5.977 ms | 4 - 71 MB | NPU | [MobileSam.onnx](https://huggingface.co/qualcomm/MobileSam/blob/main/MobileSam.onnx) |
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- | SAMDecoder | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | TFLITE | 5.027 ms | 0 - 42 MB | NPU | [MobileSam.tflite](https://huggingface.co/qualcomm/MobileSam/blob/main/MobileSam.tflite) |
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- | SAMDecoder | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | QNN | 3.132 ms | 4 - 45 MB | NPU | Use Export Script |
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- | SAMDecoder | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | ONNX | 5.397 ms | 0 - 58 MB | NPU | [MobileSam.onnx](https://huggingface.co/qualcomm/MobileSam/blob/main/MobileSam.onnx) |
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- | SAMDecoder | float | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN | 6.674 ms | 4 - 4 MB | NPU | Use Export Script |
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- | SAMDecoder | float | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 10.051 ms | 11 - 11 MB | NPU | [MobileSam.onnx](https://huggingface.co/qualcomm/MobileSam/blob/main/MobileSam.onnx) |
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@@ -156,7 +156,7 @@ Profiling Results
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  SAMEncoder
157
  Device : cs_8275 (ANDROID 14)
158
  Runtime : TFLITE
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- Estimated inference time (ms) : 778.2
160
  Estimated peak memory usage (MB): [33, 165]
161
  Total # Ops : 592
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  Compute Unit(s) : npu (532 ops) gpu (0 ops) cpu (60 ops)
 
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  | Model | Precision | Device | Chipset | Target Runtime | Inference Time (ms) | Peak Memory Range (MB) | Primary Compute Unit | Target Model
37
  |---|---|---|---|---|---|---|---|---|
38
+ | SAMEncoder | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | TFLITE | 769.353 ms | 33 - 165 MB | NPU | [MobileSam.tflite](https://huggingface.co/qualcomm/MobileSam/blob/main/MobileSam.tflite) |
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+ | SAMEncoder | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | QNN | 501.318 ms | 3 - 13 MB | NPU | Use Export Script |
40
+ | SAMEncoder | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | TFLITE | 588.112 ms | 33 - 175 MB | NPU | [MobileSam.tflite](https://huggingface.co/qualcomm/MobileSam/blob/main/MobileSam.tflite) |
41
+ | SAMEncoder | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | QNN | 477.804 ms | 12 - 587 MB | NPU | Use Export Script |
42
+ | SAMEncoder | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | TFLITE | 441.504 ms | 33 - 60 MB | NPU | [MobileSam.tflite](https://huggingface.co/qualcomm/MobileSam/blob/main/MobileSam.tflite) |
43
+ | SAMEncoder | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN | 268.611 ms | 12 - 14 MB | NPU | Use Export Script |
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+ | SAMEncoder | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | TFLITE | 420.17 ms | 33 - 166 MB | NPU | [MobileSam.tflite](https://huggingface.co/qualcomm/MobileSam/blob/main/MobileSam.tflite) |
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+ | SAMEncoder | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN | 274.61 ms | 2 - 16 MB | NPU | Use Export Script |
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+ | SAMEncoder | float | SA7255P ADP | Qualcomm® SA7255P | TFLITE | 769.353 ms | 33 - 165 MB | NPU | [MobileSam.tflite](https://huggingface.co/qualcomm/MobileSam/blob/main/MobileSam.tflite) |
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+ | SAMEncoder | float | SA7255P ADP | Qualcomm® SA7255P | QNN | 501.318 ms | 3 - 13 MB | NPU | Use Export Script |
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+ | SAMEncoder | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | TFLITE | 429.093 ms | 33 - 68 MB | NPU | [MobileSam.tflite](https://huggingface.co/qualcomm/MobileSam/blob/main/MobileSam.tflite) |
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+ | SAMEncoder | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | QNN | 269.116 ms | 3 - 5 MB | NPU | Use Export Script |
50
+ | SAMEncoder | float | SA8295P ADP | Qualcomm® SA8295P | TFLITE | 586.886 ms | 28 - 163 MB | NPU | [MobileSam.tflite](https://huggingface.co/qualcomm/MobileSam/blob/main/MobileSam.tflite) |
51
+ | SAMEncoder | float | SA8295P ADP | Qualcomm® SA8295P | QNN | 424.964 ms | 0 - 18 MB | NPU | Use Export Script |
52
+ | SAMEncoder | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | TFLITE | 421.365 ms | 33 - 60 MB | NPU | [MobileSam.tflite](https://huggingface.co/qualcomm/MobileSam/blob/main/MobileSam.tflite) |
53
+ | SAMEncoder | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | QNN | 267.29 ms | 12 - 14 MB | NPU | Use Export Script |
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+ | SAMEncoder | float | SA8775P ADP | Qualcomm® SA8775P | TFLITE | 420.17 ms | 33 - 166 MB | NPU | [MobileSam.tflite](https://huggingface.co/qualcomm/MobileSam/blob/main/MobileSam.tflite) |
55
+ | SAMEncoder | float | SA8775P ADP | Qualcomm® SA8775P | QNN | 274.61 ms | 2 - 16 MB | NPU | Use Export Script |
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+ | SAMEncoder | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | TFLITE | 419.834 ms | 33 - 59 MB | NPU | [MobileSam.tflite](https://huggingface.co/qualcomm/MobileSam/blob/main/MobileSam.tflite) |
57
+ | SAMEncoder | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | QNN | 270.005 ms | 12 - 87 MB | NPU | Use Export Script |
58
+ | SAMEncoder | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | ONNX | 398.739 ms | 52 - 139 MB | NPU | [MobileSam.onnx](https://huggingface.co/qualcomm/MobileSam/blob/main/MobileSam.onnx) |
59
+ | SAMEncoder | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | TFLITE | 333.791 ms | 33 - 154 MB | NPU | [MobileSam.tflite](https://huggingface.co/qualcomm/MobileSam/blob/main/MobileSam.tflite) |
60
+ | SAMEncoder | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN | 202.059 ms | 12 - 620 MB | NPU | Use Export Script |
61
+ | SAMEncoder | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 298.296 ms | 96 - 213 MB | NPU | [MobileSam.onnx](https://huggingface.co/qualcomm/MobileSam/blob/main/MobileSam.onnx) |
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+ | SAMEncoder | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | TFLITE | 277.237 ms | 32 - 165 MB | NPU | [MobileSam.tflite](https://huggingface.co/qualcomm/MobileSam/blob/main/MobileSam.tflite) |
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+ | SAMEncoder | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | QNN | 175.191 ms | 12 - 599 MB | NPU | Use Export Script |
64
+ | SAMEncoder | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | ONNX | 223.436 ms | 92 - 220 MB | NPU | [MobileSam.onnx](https://huggingface.co/qualcomm/MobileSam/blob/main/MobileSam.onnx) |
65
+ | SAMEncoder | float | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN | 275.768 ms | 12 - 12 MB | NPU | Use Export Script |
66
+ | SAMEncoder | float | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 449.783 ms | 130 - 130 MB | NPU | [MobileSam.onnx](https://huggingface.co/qualcomm/MobileSam/blob/main/MobileSam.onnx) |
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+ | SAMDecoder | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | TFLITE | 16.776 ms | 0 - 40 MB | NPU | [MobileSam.tflite](https://huggingface.co/qualcomm/MobileSam/blob/main/MobileSam.tflite) |
68
+ | SAMDecoder | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | QNN | 13.918 ms | 1 - 12 MB | NPU | Use Export Script |
69
+ | SAMDecoder | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | TFLITE | 8.905 ms | 0 - 42 MB | NPU | [MobileSam.tflite](https://huggingface.co/qualcomm/MobileSam/blob/main/MobileSam.tflite) |
70
+ | SAMDecoder | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | QNN | 8.838 ms | 4 - 49 MB | NPU | Use Export Script |
71
+ | SAMDecoder | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | TFLITE | 7.355 ms | 0 - 29 MB | NPU | [MobileSam.tflite](https://huggingface.co/qualcomm/MobileSam/blob/main/MobileSam.tflite) |
72
+ | SAMDecoder | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN | 6.17 ms | 4 - 6 MB | NPU | Use Export Script |
73
+ | SAMDecoder | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | TFLITE | 8.588 ms | 0 - 41 MB | NPU | [MobileSam.tflite](https://huggingface.co/qualcomm/MobileSam/blob/main/MobileSam.tflite) |
74
+ | SAMDecoder | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN | 7.343 ms | 2 - 16 MB | NPU | Use Export Script |
75
+ | SAMDecoder | float | SA7255P ADP | Qualcomm® SA7255P | TFLITE | 16.776 ms | 0 - 40 MB | NPU | [MobileSam.tflite](https://huggingface.co/qualcomm/MobileSam/blob/main/MobileSam.tflite) |
76
+ | SAMDecoder | float | SA7255P ADP | Qualcomm® SA7255P | QNN | 13.918 ms | 1 - 12 MB | NPU | Use Export Script |
77
+ | SAMDecoder | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | TFLITE | 7.349 ms | 0 - 31 MB | NPU | [MobileSam.tflite](https://huggingface.co/qualcomm/MobileSam/blob/main/MobileSam.tflite) |
78
+ | SAMDecoder | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | QNN | 6.195 ms | 5 - 7 MB | NPU | Use Export Script |
79
+ | SAMDecoder | float | SA8295P ADP | Qualcomm® SA8295P | TFLITE | 9.829 ms | 0 - 36 MB | NPU | [MobileSam.tflite](https://huggingface.co/qualcomm/MobileSam/blob/main/MobileSam.tflite) |
80
+ | SAMDecoder | float | SA8295P ADP | Qualcomm® SA8295P | QNN | 7.385 ms | 0 - 18 MB | NPU | Use Export Script |
81
+ | SAMDecoder | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | TFLITE | 7.375 ms | 0 - 29 MB | NPU | [MobileSam.tflite](https://huggingface.co/qualcomm/MobileSam/blob/main/MobileSam.tflite) |
82
+ | SAMDecoder | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | QNN | 6.194 ms | 4 - 6 MB | NPU | Use Export Script |
83
+ | SAMDecoder | float | SA8775P ADP | Qualcomm® SA8775P | TFLITE | 8.588 ms | 0 - 41 MB | NPU | [MobileSam.tflite](https://huggingface.co/qualcomm/MobileSam/blob/main/MobileSam.tflite) |
84
+ | SAMDecoder | float | SA8775P ADP | Qualcomm® SA8775P | QNN | 7.343 ms | 2 - 16 MB | NPU | Use Export Script |
85
+ | SAMDecoder | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | TFLITE | 7.341 ms | 0 - 32 MB | NPU | [MobileSam.tflite](https://huggingface.co/qualcomm/MobileSam/blob/main/MobileSam.tflite) |
86
+ | SAMDecoder | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | QNN | 6.126 ms | 4 - 19 MB | NPU | Use Export Script |
87
+ | SAMDecoder | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | ONNX | 8.874 ms | 1 - 65 MB | NPU | [MobileSam.onnx](https://huggingface.co/qualcomm/MobileSam/blob/main/MobileSam.onnx) |
88
+ | SAMDecoder | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | TFLITE | 5.163 ms | 0 - 49 MB | NPU | [MobileSam.tflite](https://huggingface.co/qualcomm/MobileSam/blob/main/MobileSam.tflite) |
89
+ | SAMDecoder | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN | 4.138 ms | 4 - 52 MB | NPU | Use Export Script |
90
+ | SAMDecoder | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 5.9 ms | 4 - 70 MB | NPU | [MobileSam.onnx](https://huggingface.co/qualcomm/MobileSam/blob/main/MobileSam.onnx) |
91
+ | SAMDecoder | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | TFLITE | 5.025 ms | 0 - 44 MB | NPU | [MobileSam.tflite](https://huggingface.co/qualcomm/MobileSam/blob/main/MobileSam.tflite) |
92
+ | SAMDecoder | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | QNN | 3.793 ms | 4 - 44 MB | NPU | Use Export Script |
93
+ | SAMDecoder | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | ONNX | 5.397 ms | 3 - 61 MB | NPU | [MobileSam.onnx](https://huggingface.co/qualcomm/MobileSam/blob/main/MobileSam.onnx) |
94
+ | SAMDecoder | float | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN | 6.692 ms | 4 - 4 MB | NPU | Use Export Script |
95
+ | SAMDecoder | float | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 10.02 ms | 12 - 12 MB | NPU | [MobileSam.onnx](https://huggingface.co/qualcomm/MobileSam/blob/main/MobileSam.onnx) |
96
 
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156
  SAMEncoder
157
  Device : cs_8275 (ANDROID 14)
158
  Runtime : TFLITE
159
+ Estimated inference time (ms) : 769.4
160
  Estimated peak memory usage (MB): [33, 165]
161
  Total # Ops : 592
162
  Compute Unit(s) : npu (532 ops) gpu (0 ops) cpu (60 ops)