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FastSam-X

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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-X | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | TFLITE | 43.521 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 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | QNN | 42.74 ms | 5 - 8 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 | 46.101 ms | 13 - 320 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 | 34.994 ms | 4 - 189 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 | 32.323 ms | 5 - 25 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 | 33.837 ms | 15 - 81 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 | 31.19 ms | 2 - 97 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 | 31.315 ms | 7 - 61 MB | FP16 | NPU | Use Export Script |
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- | FastSam-X | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | ONNX | 30.136 ms | 16 - 74 MB | FP16 | NPU | [FastSam-X.onnx](https://huggingface.co/qualcomm/FastSam-X/blob/main/FastSam-X.onnx) |
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- | FastSam-X | SA7255P ADP | SA7255P | TFLITE | 2097.103 ms | 0 - 94 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 | 2093.861 ms | 1 - 11 MB | FP16 | NPU | Use Export Script |
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- | FastSam-X | SA8255 (Proxy) | SA8255P Proxy | TFLITE | 44.752 ms | 4 - 58 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 | 42.23 ms | 5 - 8 MB | FP16 | NPU | Use Export Script |
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- | FastSam-X | SA8295P ADP | SA8295P | TFLITE | 89.692 ms | 4 - 95 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 | 80.162 ms | 0 - 17 MB | FP16 | NPU | Use Export Script |
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- | FastSam-X | SA8650 (Proxy) | SA8650P Proxy | TFLITE | 44.108 ms | 4 - 59 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 | 43.019 ms | 5 - 7 MB | FP16 | NPU | Use Export Script |
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- | FastSam-X | SA8775P ADP | SA8775P | TFLITE | 86.671 ms | 4 - 98 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 | 84.169 ms | 2 - 12 MB | FP16 | NPU | Use Export Script |
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- | FastSam-X | QCS8275 (Proxy) | QCS8275 Proxy | TFLITE | 2097.103 ms | 0 - 94 MB | FP16 | NPU | [FastSam-X.tflite](https://huggingface.co/qualcomm/FastSam-X/blob/main/FastSam-X.tflite) |
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- | FastSam-X | QCS8275 (Proxy) | QCS8275 Proxy | QNN | 2093.861 ms | 1 - 11 MB | FP16 | NPU | Use Export Script |
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- | FastSam-X | QCS8550 (Proxy) | QCS8550 Proxy | TFLITE | 46.033 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 | 42.314 ms | 5 - 7 MB | FP16 | NPU | Use Export Script |
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- | FastSam-X | QCS9075 (Proxy) | QCS9075 Proxy | TFLITE | 86.671 ms | 4 - 98 MB | FP16 | NPU | [FastSam-X.tflite](https://huggingface.co/qualcomm/FastSam-X/blob/main/FastSam-X.tflite) |
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- | FastSam-X | QCS9075 (Proxy) | QCS9075 Proxy | QNN | 84.169 ms | 2 - 12 MB | FP16 | NPU | Use Export Script |
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- | FastSam-X | QCS8450 (Proxy) | QCS8450 Proxy | TFLITE | 83.308 ms | 3 - 192 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 | 94.023 ms | 5 - 61 MB | FP16 | NPU | Use Export Script |
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- | FastSam-X | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN | 43.504 ms | 5 - 5 MB | FP16 | NPU | Use Export Script |
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- | FastSam-X | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 46.777 ms | 139 - 139 MB | FP16 | NPU | [FastSam-X.onnx](https://huggingface.co/qualcomm/FastSam-X/blob/main/FastSam-X.onnx) |
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@@ -127,8 +127,8 @@ 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) : 43.5
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- Estimated peak memory usage (MB): [4, 57]
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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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  | 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 | 46.547 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 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | QNN | 46.123 ms | 5 - 23 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 | 46.751 ms | 11 - 396 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 | 35.177 ms | 3 - 189 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 | 35.674 ms | 5 - 62 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 | 33.746 ms | 17 - 82 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 | 31.271 ms | 3 - 100 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 | 28.113 ms | 5 - 59 MB | FP16 | NPU | Use Export Script |
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+ | FastSam-X | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | ONNX | 26.771 ms | 15 - 73 MB | FP16 | NPU | [FastSam-X.onnx](https://huggingface.co/qualcomm/FastSam-X/blob/main/FastSam-X.onnx) |
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+ | FastSam-X | SA7255P ADP | SA7255P | TFLITE | 2097.06 ms | 0 - 95 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 | 2093.955 ms | 5 - 14 MB | FP16 | NPU | Use Export Script |
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+ | FastSam-X | SA8255 (Proxy) | SA8255P Proxy | TFLITE | 46.609 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 | SA8255 (Proxy) | SA8255P Proxy | QNN | 42.302 ms | 5 - 7 MB | FP16 | NPU | Use Export Script |
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+ | FastSam-X | SA8295P ADP | SA8295P | TFLITE | 89.685 ms | 4 - 95 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 | 80.13 ms | 0 - 17 MB | FP16 | NPU | Use Export Script |
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+ | FastSam-X | SA8650 (Proxy) | SA8650P Proxy | TFLITE | 46.307 ms | 4 - 58 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 | 42.167 ms | 5 - 7 MB | FP16 | NPU | Use Export Script |
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+ | FastSam-X | SA8775P ADP | SA8775P | TFLITE | 86.727 ms | 4 - 98 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 | 84.183 ms | 2 - 11 MB | FP16 | NPU | Use Export Script |
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+ | FastSam-X | QCS8275 (Proxy) | QCS8275 Proxy | TFLITE | 2097.06 ms | 0 - 95 MB | FP16 | NPU | [FastSam-X.tflite](https://huggingface.co/qualcomm/FastSam-X/blob/main/FastSam-X.tflite) |
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+ | FastSam-X | QCS8275 (Proxy) | QCS8275 Proxy | QNN | 2093.955 ms | 5 - 14 MB | FP16 | NPU | Use Export Script |
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+ | FastSam-X | QCS8550 (Proxy) | QCS8550 Proxy | TFLITE | 43.803 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 | QCS8550 (Proxy) | QCS8550 Proxy | QNN | 42.764 ms | 5 - 8 MB | FP16 | NPU | Use Export Script |
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+ | FastSam-X | QCS9075 (Proxy) | QCS9075 Proxy | TFLITE | 86.727 ms | 4 - 98 MB | FP16 | NPU | [FastSam-X.tflite](https://huggingface.co/qualcomm/FastSam-X/blob/main/FastSam-X.tflite) |
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+ | FastSam-X | QCS9075 (Proxy) | QCS9075 Proxy | QNN | 84.183 ms | 2 - 11 MB | FP16 | NPU | Use Export Script |
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+ | FastSam-X | QCS8450 (Proxy) | QCS8450 Proxy | TFLITE | 96.798 ms | 4 - 195 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 | 89.985 ms | 5 - 64 MB | FP16 | NPU | Use Export Script |
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+ | FastSam-X | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN | 43.542 ms | 5 - 5 MB | FP16 | NPU | Use Export Script |
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+ | FastSam-X | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 46.83 ms | 139 - 139 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) : 46.5
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+ Estimated peak memory usage (MB): [4, 56]
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  Total # Ops : 419
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  Compute Unit(s) : NPU (419 ops)
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  ```