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FastSam-S

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@@ -35,20 +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 | QNN | 8.104 ms | 5 - 22 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 | 9.535 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 | QNN | 5.994 ms | 67 - 104 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 | 6.6 ms | 15 - 97 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 | 5.49 ms | 5 - 35 MB | FP16 | NPU | Use Export Script |
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- | FastSam-S | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | ONNX | 5.363 ms | 16 - 64 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 | 7.622 ms | 5 - 6 MB | FP16 | NPU | Use Export Script |
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- | FastSam-S | SA7255P ADP | SA7255P | QNN | 257.585 ms | 5 - 10 MB | FP16 | NPU | Use Export Script |
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- | FastSam-S | SA8255 (Proxy) | SA8255P Proxy | QNN | 7.649 ms | 5 - 10 MB | FP16 | NPU | Use Export Script |
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- | FastSam-S | SA8295P ADP | SA8295P | QNN | 13.964 ms | 0 - 6 MB | FP16 | NPU | Use Export Script |
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- | FastSam-S | SA8650 (Proxy) | SA8650P Proxy | QNN | 7.68 ms | 5 - 6 MB | FP16 | NPU | Use Export Script |
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- | FastSam-S | SA8775P ADP | SA8775P | QNN | 14.14 ms | 2 - 7 MB | FP16 | NPU | Use Export Script |
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- | FastSam-S | QCS8450 (Proxy) | QCS8450 Proxy | QNN | 14.048 ms | 5 - 38 MB | FP16 | NPU | Use Export Script |
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- | FastSam-S | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 9.897 ms | 20 - 20 MB | FP16 | NPU | [FastSam-S.onnx](https://huggingface.co/qualcomm/FastSam-S/blob/main/FastSam-S.onnx) |
 
 
 
 
 
 
 
 
 
 
 
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@@ -112,9 +123,9 @@ Profiling Results
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  ------------------------------------------------------------
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  FastSam-S
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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, 22]
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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 | 7.484 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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  ------------------------------------------------------------
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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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  ```