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FastSam-X

Image Segmentation
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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-X | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | TFLITE | 47.109 ms | 4 - 54 MB | FP16 | NPU | [FastSam-X.tflite](https://huggingface.co/qualcomm/FastSam-X/blob/main/FastSam-X.tflite) |
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- | FastSam-X | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | QNN | 45.612 ms | 8 - 24 MB | FP16 | NPU | [FastSam-X.so](https://huggingface.co/qualcomm/FastSam-X/blob/main/FastSam-X.so) |
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- | FastSam-X | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | ONNX | 47.961 ms | 0 - 158 MB | FP16 | NPU | [FastSam-X.onnx](https://huggingface.co/qualcomm/FastSam-X/blob/main/FastSam-X.onnx) |
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- | FastSam-X | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | TFLITE | 34.705 ms | 2 - 63 MB | FP16 | NPU | [FastSam-X.tflite](https://huggingface.co/qualcomm/FastSam-X/blob/main/FastSam-X.tflite) |
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- | FastSam-X | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | QNN | 34.385 ms | 0 - 58 MB | FP16 | NPU | [FastSam-X.so](https://huggingface.co/qualcomm/FastSam-X/blob/main/FastSam-X.so) |
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- | FastSam-X | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | ONNX | 35.036 ms | 0 - 160 MB | FP16 | NPU | [FastSam-X.onnx](https://huggingface.co/qualcomm/FastSam-X/blob/main/FastSam-X.onnx) |
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- | FastSam-X | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | TFLITE | 31.064 ms | 4 - 62 MB | FP16 | NPU | [FastSam-X.tflite](https://huggingface.co/qualcomm/FastSam-X/blob/main/FastSam-X.tflite) |
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- | FastSam-X | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | QNN | 30.789 ms | 5 - 62 MB | FP16 | NPU | Use Export Script |
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- | FastSam-X | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | ONNX | 31.618 ms | 14 - 93 MB | FP16 | NPU | [FastSam-X.onnx](https://huggingface.co/qualcomm/FastSam-X/blob/main/FastSam-X.onnx) |
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- | FastSam-X | QCS8550 (Proxy) | QCS8550 Proxy | TFLITE | 47.11 ms | 3 - 50 MB | FP16 | NPU | [FastSam-X.tflite](https://huggingface.co/qualcomm/FastSam-X/blob/main/FastSam-X.tflite) |
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- | FastSam-X | QCS8550 (Proxy) | QCS8550 Proxy | QNN | 43.338 ms | 5 - 8 MB | FP16 | NPU | Use Export Script |
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- | FastSam-X | SA7255P ADP | SA7255P | TFLITE | 2097.849 ms | 0 - 60 MB | FP16 | NPU | [FastSam-X.tflite](https://huggingface.co/qualcomm/FastSam-X/blob/main/FastSam-X.tflite) |
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- | FastSam-X | SA7255P ADP | SA7255P | QNN | 2095.808 ms | 3 - 13 MB | FP16 | NPU | Use Export Script |
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- | FastSam-X | SA8255 (Proxy) | SA8255P Proxy | TFLITE | 45.518 ms | 4 - 52 MB | FP16 | NPU | [FastSam-X.tflite](https://huggingface.co/qualcomm/FastSam-X/blob/main/FastSam-X.tflite) |
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- | FastSam-X | SA8255 (Proxy) | SA8255P Proxy | QNN | 43.083 ms | 5 - 6 MB | FP16 | NPU | Use Export Script |
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- | FastSam-X | SA8295P ADP | SA8295P | TFLITE | 93.866 ms | 4 - 60 MB | FP16 | NPU | [FastSam-X.tflite](https://huggingface.co/qualcomm/FastSam-X/blob/main/FastSam-X.tflite) |
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- | FastSam-X | SA8295P ADP | SA8295P | QNN | 82.776 ms | 4 - 10 MB | FP16 | NPU | Use Export Script |
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- | FastSam-X | SA8650 (Proxy) | SA8650P Proxy | TFLITE | 46.394 ms | 4 - 54 MB | FP16 | NPU | [FastSam-X.tflite](https://huggingface.co/qualcomm/FastSam-X/blob/main/FastSam-X.tflite) |
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- | FastSam-X | SA8650 (Proxy) | SA8650P Proxy | QNN | 43.71 ms | 5 - 6 MB | FP16 | NPU | Use Export Script |
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- | FastSam-X | SA8775P ADP | SA8775P | TFLITE | 87.602 ms | 4 - 64 MB | FP16 | NPU | [FastSam-X.tflite](https://huggingface.co/qualcomm/FastSam-X/blob/main/FastSam-X.tflite) |
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- | FastSam-X | SA8775P ADP | SA8775P | QNN | 85.644 ms | 2 - 13 MB | FP16 | NPU | Use Export Script |
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- | FastSam-X | QCS8450 (Proxy) | QCS8450 Proxy | TFLITE | 93.467 ms | 4 - 66 MB | FP16 | NPU | [FastSam-X.tflite](https://huggingface.co/qualcomm/FastSam-X/blob/main/FastSam-X.tflite) |
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- | FastSam-X | QCS8450 (Proxy) | QCS8450 Proxy | QNN | 99.489 ms | 4 - 65 MB | FP16 | NPU | Use Export Script |
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- | FastSam-X | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN | 44.471 ms | 5 - 5 MB | FP16 | NPU | Use Export Script |
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- | FastSam-X | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 49.543 ms | 140 - 140 MB | FP16 | NPU | [FastSam-X.onnx](https://huggingface.co/qualcomm/FastSam-X/blob/main/FastSam-X.onnx) |
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@@ -124,10 +124,10 @@ Profiling Results
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  FastSam-X
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  Device : Samsung Galaxy S23 (13)
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  Runtime : TFLITE
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- Estimated inference time (ms) : 47.1
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- Estimated peak memory usage (MB): [4, 54]
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- Total # Ops : 418
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- Compute Unit(s) : NPU (418 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-X | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | TFLITE | 44.074 ms | 2 - 52 MB | FP16 | NPU | [FastSam-X.tflite](https://huggingface.co/qualcomm/FastSam-X/blob/main/FastSam-X.tflite) |
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+ | FastSam-X | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | QNN | 44.877 ms | 5 - 20 MB | FP16 | NPU | [FastSam-X.so](https://huggingface.co/qualcomm/FastSam-X/blob/main/FastSam-X.so) |
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+ | FastSam-X | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | ONNX | 47.005 ms | 0 - 311 MB | FP16 | NPU | [FastSam-X.onnx](https://huggingface.co/qualcomm/FastSam-X/blob/main/FastSam-X.onnx) |
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+ | FastSam-X | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | TFLITE | 35.035 ms | 3 - 63 MB | FP16 | NPU | [FastSam-X.tflite](https://huggingface.co/qualcomm/FastSam-X/blob/main/FastSam-X.tflite) |
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+ | FastSam-X | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | QNN | 35.147 ms | 5 - 65 MB | FP16 | NPU | [FastSam-X.so](https://huggingface.co/qualcomm/FastSam-X/blob/main/FastSam-X.so) |
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+ | FastSam-X | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | ONNX | 34.912 ms | 12 - 72 MB | FP16 | NPU | [FastSam-X.onnx](https://huggingface.co/qualcomm/FastSam-X/blob/main/FastSam-X.onnx) |
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+ | FastSam-X | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | TFLITE | 30.623 ms | 3 - 63 MB | FP16 | NPU | [FastSam-X.tflite](https://huggingface.co/qualcomm/FastSam-X/blob/main/FastSam-X.tflite) |
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+ | FastSam-X | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | QNN | 30.562 ms | 5 - 64 MB | FP16 | NPU | Use Export Script |
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+ | FastSam-X | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | ONNX | 32.508 ms | 17 - 73 MB | FP16 | NPU | [FastSam-X.onnx](https://huggingface.co/qualcomm/FastSam-X/blob/main/FastSam-X.onnx) |
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+ | FastSam-X | QCS8550 (Proxy) | QCS8550 Proxy | TFLITE | 46.23 ms | 4 - 56 MB | FP16 | NPU | [FastSam-X.tflite](https://huggingface.co/qualcomm/FastSam-X/blob/main/FastSam-X.tflite) |
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+ | FastSam-X | QCS8550 (Proxy) | QCS8550 Proxy | QNN | 43.53 ms | 5 - 7 MB | FP16 | NPU | Use Export Script |
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+ | FastSam-X | SA7255P ADP | SA7255P | TFLITE | 2097.68 ms | 0 - 60 MB | FP16 | NPU | [FastSam-X.tflite](https://huggingface.co/qualcomm/FastSam-X/blob/main/FastSam-X.tflite) |
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+ | FastSam-X | SA7255P ADP | SA7255P | QNN | 2095.625 ms | 2 - 12 MB | FP16 | NPU | Use Export Script |
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+ | FastSam-X | SA8255 (Proxy) | SA8255P Proxy | TFLITE | 46.582 ms | 4 - 52 MB | FP16 | NPU | [FastSam-X.tflite](https://huggingface.co/qualcomm/FastSam-X/blob/main/FastSam-X.tflite) |
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+ | FastSam-X | SA8255 (Proxy) | SA8255P Proxy | QNN | 44.361 ms | 5 - 7 MB | FP16 | NPU | Use Export Script |
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+ | FastSam-X | SA8295P ADP | SA8295P | TFLITE | 93.97 ms | 4 - 60 MB | FP16 | NPU | [FastSam-X.tflite](https://huggingface.co/qualcomm/FastSam-X/blob/main/FastSam-X.tflite) |
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+ | FastSam-X | SA8295P ADP | SA8295P | QNN | 83.006 ms | 0 - 14 MB | FP16 | NPU | Use Export Script |
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+ | FastSam-X | SA8650 (Proxy) | SA8650P Proxy | TFLITE | 48.788 ms | 4 - 57 MB | FP16 | NPU | [FastSam-X.tflite](https://huggingface.co/qualcomm/FastSam-X/blob/main/FastSam-X.tflite) |
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+ | FastSam-X | SA8650 (Proxy) | SA8650P Proxy | QNN | 43.511 ms | 5 - 7 MB | FP16 | NPU | Use Export Script |
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+ | FastSam-X | SA8775P ADP | SA8775P | TFLITE | 87.601 ms | 4 - 64 MB | FP16 | NPU | [FastSam-X.tflite](https://huggingface.co/qualcomm/FastSam-X/blob/main/FastSam-X.tflite) |
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+ | FastSam-X | SA8775P ADP | SA8775P | QNN | 85.621 ms | 2 - 12 MB | FP16 | NPU | Use Export Script |
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+ | FastSam-X | QCS8450 (Proxy) | QCS8450 Proxy | TFLITE | 90.872 ms | 4 - 65 MB | FP16 | NPU | [FastSam-X.tflite](https://huggingface.co/qualcomm/FastSam-X/blob/main/FastSam-X.tflite) |
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+ | FastSam-X | QCS8450 (Proxy) | QCS8450 Proxy | QNN | 88.944 ms | 4 - 63 MB | FP16 | NPU | Use Export Script |
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+ | FastSam-X | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN | 44.486 ms | 5 - 5 MB | FP16 | NPU | Use Export Script |
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+ | FastSam-X | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 49.572 ms | 140 - 140 MB | FP16 | NPU | [FastSam-X.onnx](https://huggingface.co/qualcomm/FastSam-X/blob/main/FastSam-X.onnx) |
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  FastSam-X
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  Device : Samsung Galaxy S23 (13)
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  Runtime : TFLITE
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+ Estimated inference time (ms) : 44.1
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+ Estimated peak memory usage (MB): [2, 52]
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+ Total # Ops : 419
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+ Compute Unit(s) : NPU (419 ops)
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  ```
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