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README.md
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@@ -35,19 +35,20 @@ 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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| FastSam-S | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | QNN | 8.
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| FastSam-S | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | ONNX | 9.
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| FastSam-S | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | QNN |
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| FastSam-S | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | ONNX |
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| FastSam-S |
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| FastSam-S |
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| FastSam-S |
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| FastSam-S |
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| FastSam-S |
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| FastSam-S |
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| FastSam-S |
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| FastSam-S |
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| FastSam-S | Snapdragon X Elite CRD | Snapdragon® X Elite |
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Device : Samsung Galaxy S23 (13)
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Runtime : QNN
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Estimated inference time (ms) : 8.1
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Estimated peak memory usage (MB): [
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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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| FastSam-S | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | QNN | 8.098 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 | 9.487 ms | 4 - 25 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 | QNN | 5.987 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 | 6.673 ms | 16 - 98 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 | QNN | 4.636 ms | 5 - 35 MB | FP16 | NPU | Use Export Script |
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| FastSam-S | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | ONNX | 6.329 ms | 15 - 61 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 | QNN | 7.649 ms | 5 - 7 MB | FP16 | NPU | Use Export Script |
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| FastSam-S | SA8255 (Proxy) | SA8255P Proxy | QNN | 7.644 ms | 5 - 6 MB | FP16 | NPU | Use Export Script |
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| FastSam-S | SA8775 (Proxy) | SA8775P Proxy | QNN | 7.645 ms | 5 - 7 MB | FP16 | NPU | Use Export Script |
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| FastSam-S | SA8650 (Proxy) | SA8650P Proxy | QNN | 7.714 ms | 5 - 10 MB | FP16 | NPU | Use Export Script |
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| FastSam-S | SA8295P ADP | SA8295P | QNN | 13.796 ms | 1 - 6 MB | FP16 | NPU | Use Export Script |
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| FastSam-S | QCS8450 (Proxy) | QCS8450 Proxy | QNN | 13.655 ms | 5 - 42 MB | FP16 | NPU | Use Export Script |
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| FastSam-S | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN | 8.264 ms | 5 - 5 MB | FP16 | NPU | Use Export Script |
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| FastSam-S | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 9.895 ms | 20 - 20 MB | FP16 | NPU | [FastSam-S.onnx](https://huggingface.co/qualcomm/FastSam-S/blob/main/FastSam-S.onnx) |
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Device : Samsung Galaxy S23 (13)
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Runtime : QNN
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Estimated inference time (ms) : 8.1
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Estimated peak memory usage (MB): [5, 19]
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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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