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@@ -35,35 +35,35 @@ 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 | 6.979 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 | 7.14 ms | 5 - 7 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 | 9.774 ms | 15 - 85 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 | 5.394 ms | 4 - 60 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 | 5.347 ms | 5 - 24 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 | 6.929 ms | 18 - 62 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 | 4.941 ms | 3 - 49 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 | 5.139 ms | 5 - 37 MB | FP16 | NPU | Use Export Script |
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- | FastSam-S | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | ONNX | 6.563 ms | 17 - 48 MB | FP16 | NPU | [FastSam-S.onnx](https://huggingface.co/qualcomm/FastSam-S/blob/main/FastSam-S.onnx) |
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- | FastSam-S | SA7255P ADP | SA7255P | TFLITE | 256.417 ms | 4 - 46 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 | 256.106 ms | 3 - 13 MB | FP16 | NPU | Use Export Script |
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- | FastSam-S | SA8255 (Proxy) | SA8255P Proxy | TFLITE | 6.901 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 | SA8255 (Proxy) | SA8255P Proxy | QNN | 7.062 ms | 5 - 9 MB | FP16 | NPU | Use Export Script |
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- | FastSam-S | SA8295P ADP | SA8295P | TFLITE | 14.97 ms | 4 - 43 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 | 13.267 ms | 0 - 18 MB | FP16 | NPU | Use Export Script |
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- | FastSam-S | SA8650 (Proxy) | SA8650P Proxy | TFLITE | 7.203 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 | SA8650 (Proxy) | SA8650P Proxy | QNN | 7.203 ms | 5 - 7 MB | FP16 | NPU | Use Export Script |
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- | FastSam-S | SA8775P ADP | SA8775P | TFLITE | 13.323 ms | 4 - 45 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 | 13.24 ms | 2 - 12 MB | FP16 | NPU | Use Export Script |
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- | FastSam-S | QCS8275 (Proxy) | QCS8275 Proxy | TFLITE | 256.417 ms | 4 - 46 MB | FP16 | NPU | [FastSam-S.tflite](https://huggingface.co/qualcomm/FastSam-S/blob/main/FastSam-S.tflite) |
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- | FastSam-S | QCS8275 (Proxy) | QCS8275 Proxy | QNN | 256.106 ms | 3 - 13 MB | FP16 | NPU | Use Export Script |
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- | FastSam-S | QCS8550 (Proxy) | QCS8550 Proxy | TFLITE | 7.165 ms | 4 - 26 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 | 7.138 ms | 5 - 8 MB | FP16 | NPU | Use Export Script |
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- | FastSam-S | QCS9075 (Proxy) | QCS9075 Proxy | TFLITE | 13.323 ms | 4 - 45 MB | FP16 | NPU | [FastSam-S.tflite](https://huggingface.co/qualcomm/FastSam-S/blob/main/FastSam-S.tflite) |
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- | FastSam-S | QCS9075 (Proxy) | QCS9075 Proxy | QNN | 13.24 ms | 2 - 12 MB | FP16 | NPU | Use Export Script |
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- | FastSam-S | QCS8450 (Proxy) | QCS8450 Proxy | TFLITE | 13.834 ms | 4 - 60 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 | 13.797 ms | 5 - 38 MB | FP16 | NPU | Use Export Script |
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- | FastSam-S | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN | 7.621 ms | 5 - 5 MB | FP16 | NPU | Use Export Script |
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- | FastSam-S | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 10.166 ms | 20 - 20 MB | FP16 | NPU | [FastSam-S.onnx](https://huggingface.co/qualcomm/FastSam-S/blob/main/FastSam-S.onnx) |
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@@ -127,8 +127,8 @@ 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) : 7.0
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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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  | 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 | 7.23 ms | 4 - 30 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 | 7.058 ms | 5 - 8 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 | 8.79 ms | 15 - 89 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 | 5.388 ms | 4 - 58 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 | 5.357 ms | 5 - 25 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 | 6.412 ms | 15 - 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 | 4.928 ms | 4 - 49 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 | 4.297 ms | 5 - 37 MB | FP16 | NPU | Use Export Script |
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+ | FastSam-S | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | ONNX | 5.81 ms | 17 - 54 MB | FP16 | NPU | [FastSam-S.onnx](https://huggingface.co/qualcomm/FastSam-S/blob/main/FastSam-S.onnx) |
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+ | FastSam-S | SA7255P ADP | SA7255P | TFLITE | 256.484 ms | 4 - 45 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 | 256.022 ms | 2 - 11 MB | FP16 | NPU | Use Export Script |
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+ | FastSam-S | SA8255 (Proxy) | SA8255P Proxy | TFLITE | 7.169 ms | 4 - 26 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 | 7.164 ms | 5 - 7 MB | FP16 | NPU | Use Export Script |
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+ | FastSam-S | SA8295P ADP | SA8295P | TFLITE | 14.93 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 | SA8295P ADP | SA8295P | QNN | 13.289 ms | 0 - 18 MB | FP16 | NPU | Use Export Script |
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+ | FastSam-S | SA8650 (Proxy) | SA8650P Proxy | TFLITE | 6.897 ms | 4 - 30 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 | 7.179 ms | 5 - 7 MB | FP16 | NPU | Use Export Script |
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+ | FastSam-S | SA8775P ADP | SA8775P | TFLITE | 13.384 ms | 2 - 43 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 | 13.211 ms | 1 - 11 MB | FP16 | NPU | Use Export Script |
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+ | FastSam-S | QCS8275 (Proxy) | QCS8275 Proxy | TFLITE | 256.484 ms | 4 - 45 MB | FP16 | NPU | [FastSam-S.tflite](https://huggingface.co/qualcomm/FastSam-S/blob/main/FastSam-S.tflite) |
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+ | FastSam-S | QCS8275 (Proxy) | QCS8275 Proxy | QNN | 256.022 ms | 2 - 11 MB | FP16 | NPU | Use Export Script |
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+ | FastSam-S | QCS8550 (Proxy) | QCS8550 Proxy | TFLITE | 6.959 ms | 3 - 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 | 7.056 ms | 5 - 9 MB | FP16 | NPU | Use Export Script |
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+ | FastSam-S | QCS9075 (Proxy) | QCS9075 Proxy | TFLITE | 13.384 ms | 2 - 43 MB | FP16 | NPU | [FastSam-S.tflite](https://huggingface.co/qualcomm/FastSam-S/blob/main/FastSam-S.tflite) |
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+ | FastSam-S | QCS9075 (Proxy) | QCS9075 Proxy | QNN | 13.211 ms | 1 - 11 MB | FP16 | NPU | Use Export Script |
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+ | FastSam-S | QCS8450 (Proxy) | QCS8450 Proxy | TFLITE | 13.772 ms | 4 - 61 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 | 13.884 ms | 5 - 40 MB | FP16 | NPU | Use Export Script |
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+ | FastSam-S | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN | 7.588 ms | 5 - 5 MB | FP16 | NPU | Use Export Script |
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+ | FastSam-S | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 9.191 ms | 20 - 20 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) : 7.2
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+ Estimated peak memory usage (MB): [4, 30]
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  Total # Ops : 287
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  Compute Unit(s) : NPU (287 ops)
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  ```