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FastSam-S

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@@ -35,31 +35,31 @@ 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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- | FastSam-S | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | TFLITE | 7.484 ms | 4 - 29 MB | FP16 | NPU | [FastSam-S.tflite](https://huggingface.co/qualcomm/FastSam-S/blob/main/FastSam-S.tflite) |
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- | FastSam-S | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | QNN | 8.076 ms | 5 - 19 MB | FP16 | NPU | [FastSam-S.so](https://huggingface.co/qualcomm/FastSam-S/blob/main/FastSam-S.so) |
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- | FastSam-S | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | ONNX | 9.516 ms | 3 - 24 MB | FP16 | NPU | [FastSam-S.onnx](https://huggingface.co/qualcomm/FastSam-S/blob/main/FastSam-S.onnx) |
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- | FastSam-S | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | TFLITE | 5.514 ms | 3 - 40 MB | FP16 | NPU | [FastSam-S.tflite](https://huggingface.co/qualcomm/FastSam-S/blob/main/FastSam-S.tflite) |
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- | FastSam-S | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | QNN | 5.99 ms | 5 - 41 MB | FP16 | NPU | [FastSam-S.so](https://huggingface.co/qualcomm/FastSam-S/blob/main/FastSam-S.so) |
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- | FastSam-S | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | ONNX | 6.599 ms | 16 - 101 MB | FP16 | NPU | [FastSam-S.onnx](https://huggingface.co/qualcomm/FastSam-S/blob/main/FastSam-S.onnx) |
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- | FastSam-S | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | TFLITE | 5.067 ms | 4 - 36 MB | FP16 | NPU | [FastSam-S.tflite](https://huggingface.co/qualcomm/FastSam-S/blob/main/FastSam-S.tflite) |
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- | FastSam-S | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | QNN | 5.501 ms | 5 - 36 MB | FP16 | NPU | Use Export Script |
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- | FastSam-S | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | ONNX | 5.364 ms | 13 - 62 MB | FP16 | NPU | [FastSam-S.onnx](https://huggingface.co/qualcomm/FastSam-S/blob/main/FastSam-S.onnx) |
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- | FastSam-S | QCS8550 (Proxy) | QCS8550 Proxy | TFLITE | 7.515 ms | 4 - 37 MB | FP16 | NPU | [FastSam-S.tflite](https://huggingface.co/qualcomm/FastSam-S/blob/main/FastSam-S.tflite) |
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- | FastSam-S | QCS8550 (Proxy) | QCS8550 Proxy | QNN | 7.645 ms | 5 - 6 MB | FP16 | NPU | Use Export Script |
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- | FastSam-S | SA7255P ADP | SA7255P | TFLITE | 256.715 ms | 5 - 37 MB | FP16 | NPU | [FastSam-S.tflite](https://huggingface.co/qualcomm/FastSam-S/blob/main/FastSam-S.tflite) |
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- | FastSam-S | SA7255P ADP | SA7255P | QNN | 257.465 ms | 1 - 11 MB | FP16 | NPU | Use Export Script |
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- | FastSam-S | SA8255 (Proxy) | SA8255P Proxy | TFLITE | 7.543 ms | 4 - 38 MB | FP16 | NPU | [FastSam-S.tflite](https://huggingface.co/qualcomm/FastSam-S/blob/main/FastSam-S.tflite) |
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- | FastSam-S | SA8255 (Proxy) | SA8255P Proxy | QNN | 7.776 ms | 5 - 6 MB | FP16 | NPU | Use Export Script |
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- | FastSam-S | SA8295P ADP | SA8295P | TFLITE | 14.439 ms | 4 - 33 MB | FP16 | NPU | [FastSam-S.tflite](https://huggingface.co/qualcomm/FastSam-S/blob/main/FastSam-S.tflite) |
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- | FastSam-S | SA8295P ADP | SA8295P | QNN | 14.574 ms | 0 - 6 MB | FP16 | NPU | Use Export Script |
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- | FastSam-S | SA8650 (Proxy) | SA8650P Proxy | TFLITE | 7.6 ms | 4 - 31 MB | FP16 | NPU | [FastSam-S.tflite](https://huggingface.co/qualcomm/FastSam-S/blob/main/FastSam-S.tflite) |
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- | FastSam-S | SA8650 (Proxy) | SA8650P Proxy | QNN | 7.782 ms | 5 - 6 MB | FP16 | NPU | Use Export Script |
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- | FastSam-S | SA8775P ADP | SA8775P | TFLITE | 13.822 ms | 4 - 37 MB | FP16 | NPU | [FastSam-S.tflite](https://huggingface.co/qualcomm/FastSam-S/blob/main/FastSam-S.tflite) |
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- | FastSam-S | SA8775P ADP | SA8775P | QNN | 14.189 ms | 2 - 8 MB | FP16 | NPU | Use Export Script |
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- | FastSam-S | QCS8450 (Proxy) | QCS8450 Proxy | TFLITE | 13.182 ms | 4 - 41 MB | FP16 | NPU | [FastSam-S.tflite](https://huggingface.co/qualcomm/FastSam-S/blob/main/FastSam-S.tflite) |
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- | FastSam-S | QCS8450 (Proxy) | QCS8450 Proxy | QNN | 14.03 ms | 5 - 40 MB | FP16 | NPU | Use Export Script |
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- | FastSam-S | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN | 8.189 ms | 5 - 5 MB | FP16 | NPU | Use Export Script |
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- | FastSam-S | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 9.852 ms | 22 - 22 MB | FP16 | NPU | [FastSam-S.onnx](https://huggingface.co/qualcomm/FastSam-S/blob/main/FastSam-S.onnx) |
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@@ -124,10 +124,10 @@ Profiling Results
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  FastSam-S
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  Device : Samsung Galaxy S23 (13)
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  Runtime : TFLITE
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- Estimated inference time (ms) : 7.5
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- Estimated peak memory usage (MB): [4, 29]
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- Total # Ops : 286
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- Compute Unit(s) : NPU (286 ops)
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  ```
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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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+ | FastSam-S | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | TFLITE | 7.573 ms | 4 - 28 MB | FP16 | NPU | [FastSam-S.tflite](https://huggingface.co/qualcomm/FastSam-S/blob/main/FastSam-S.tflite) |
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+ | FastSam-S | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | QNN | 8.114 ms | 5 - 19 MB | FP16 | NPU | [FastSam-S.so](https://huggingface.co/qualcomm/FastSam-S/blob/main/FastSam-S.so) |
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+ | FastSam-S | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | ONNX | 9.607 ms | 11 - 79 MB | FP16 | NPU | [FastSam-S.onnx](https://huggingface.co/qualcomm/FastSam-S/blob/main/FastSam-S.onnx) |
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+ | FastSam-S | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | TFLITE | 5.605 ms | 4 - 42 MB | FP16 | NPU | [FastSam-S.tflite](https://huggingface.co/qualcomm/FastSam-S/blob/main/FastSam-S.tflite) |
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+ | FastSam-S | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | QNN | 6.017 ms | 5 - 42 MB | FP16 | NPU | [FastSam-S.so](https://huggingface.co/qualcomm/FastSam-S/blob/main/FastSam-S.so) |
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+ | FastSam-S | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | ONNX | 6.61 ms | 17 - 59 MB | FP16 | NPU | [FastSam-S.onnx](https://huggingface.co/qualcomm/FastSam-S/blob/main/FastSam-S.onnx) |
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+ | FastSam-S | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | TFLITE | 5.1 ms | 3 - 37 MB | FP16 | NPU | [FastSam-S.tflite](https://huggingface.co/qualcomm/FastSam-S/blob/main/FastSam-S.tflite) |
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+ | FastSam-S | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | QNN | 4.644 ms | 5 - 38 MB | FP16 | NPU | Use Export Script |
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+ | FastSam-S | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | ONNX | 5.417 ms | 15 - 50 MB | FP16 | NPU | [FastSam-S.onnx](https://huggingface.co/qualcomm/FastSam-S/blob/main/FastSam-S.onnx) |
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+ | FastSam-S | QCS8550 (Proxy) | QCS8550 Proxy | TFLITE | 7.272 ms | 4 - 28 MB | FP16 | NPU | [FastSam-S.tflite](https://huggingface.co/qualcomm/FastSam-S/blob/main/FastSam-S.tflite) |
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+ | FastSam-S | QCS8550 (Proxy) | QCS8550 Proxy | QNN | 7.756 ms | 5 - 8 MB | FP16 | NPU | Use Export Script |
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+ | FastSam-S | SA7255P ADP | SA7255P | TFLITE | 257.047 ms | 4 - 35 MB | FP16 | NPU | [FastSam-S.tflite](https://huggingface.co/qualcomm/FastSam-S/blob/main/FastSam-S.tflite) |
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+ | FastSam-S | SA7255P ADP | SA7255P | QNN | 257.515 ms | 3 - 13 MB | FP16 | NPU | Use Export Script |
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+ | FastSam-S | SA8255 (Proxy) | SA8255P Proxy | TFLITE | 7.251 ms | 4 - 27 MB | FP16 | NPU | [FastSam-S.tflite](https://huggingface.co/qualcomm/FastSam-S/blob/main/FastSam-S.tflite) |
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+ | FastSam-S | SA8255 (Proxy) | SA8255P Proxy | QNN | 7.636 ms | 5 - 8 MB | FP16 | NPU | Use Export Script |
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+ | FastSam-S | SA8295P ADP | SA8295P | TFLITE | 15.2 ms | 4 - 37 MB | FP16 | NPU | [FastSam-S.tflite](https://huggingface.co/qualcomm/FastSam-S/blob/main/FastSam-S.tflite) |
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+ | FastSam-S | SA8295P ADP | SA8295P | QNN | 14.027 ms | 0 - 14 MB | FP16 | NPU | Use Export Script |
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+ | FastSam-S | SA8650 (Proxy) | SA8650P Proxy | TFLITE | 7.655 ms | 4 - 33 MB | FP16 | NPU | [FastSam-S.tflite](https://huggingface.co/qualcomm/FastSam-S/blob/main/FastSam-S.tflite) |
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+ | FastSam-S | SA8650 (Proxy) | SA8650P Proxy | QNN | 7.635 ms | 5 - 8 MB | FP16 | NPU | Use Export Script |
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+ | FastSam-S | SA8775P ADP | SA8775P | TFLITE | 13.757 ms | 4 - 35 MB | FP16 | NPU | [FastSam-S.tflite](https://huggingface.co/qualcomm/FastSam-S/blob/main/FastSam-S.tflite) |
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+ | FastSam-S | SA8775P ADP | SA8775P | QNN | 14.161 ms | 2 - 12 MB | FP16 | NPU | Use Export Script |
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+ | FastSam-S | QCS8450 (Proxy) | QCS8450 Proxy | TFLITE | 13.844 ms | 4 - 39 MB | FP16 | NPU | [FastSam-S.tflite](https://huggingface.co/qualcomm/FastSam-S/blob/main/FastSam-S.tflite) |
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+ | FastSam-S | QCS8450 (Proxy) | QCS8450 Proxy | QNN | 13.685 ms | 5 - 41 MB | FP16 | NPU | Use Export Script |
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+ | FastSam-S | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN | 8.2 ms | 5 - 5 MB | FP16 | NPU | Use Export Script |
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+ | FastSam-S | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 9.935 ms | 23 - 23 MB | FP16 | NPU | [FastSam-S.onnx](https://huggingface.co/qualcomm/FastSam-S/blob/main/FastSam-S.onnx) |
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  FastSam-S
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  Device : Samsung Galaxy S23 (13)
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  Runtime : TFLITE
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+ Estimated inference time (ms) : 7.6
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+ Estimated peak memory usage (MB): [4, 28]
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+ Total # Ops : 287
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+ Compute Unit(s) : NPU (287 ops)
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  ```
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