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Upload README.md with huggingface_hub

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@@ -33,7 +33,8 @@ More details on model performance across various devices, can be found
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  | 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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- | Samsung Galaxy S23 Ultra (Android 13) | Snapdragon® 8 Gen 2 | TFLite | 8.729 ms | 7 - 10 MB | FP16 | NPU | [FastSam-S.tflite](https://huggingface.co/qualcomm/FastSam-S/blob/main/FastSam-S.tflite)
 
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  ## Installation
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  ```
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  Profile Job summary of FastSam-S
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  --------------------------------------------------
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- Device: QCS8550 (Proxy) (12)
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- Estimated Inference Time: 8.74 ms
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- Estimated Peak Memory Range: 7.44-24.17 MB
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- Compute Units: NPU (288) | Total (288)
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  ```
 
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  | 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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+ | Samsung Galaxy S23 Ultra (Android 13) | Snapdragon® 8 Gen 2 | TFLite | 8.636 ms | 8 - 25 MB | FP16 | NPU | [FastSam-S.tflite](https://huggingface.co/qualcomm/FastSam-S/blob/main/FastSam-S.tflite)
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+ | Samsung Galaxy S23 Ultra (Android 13) | Snapdragon® 8 Gen 2 | QNN Model Library | 8.361 ms | 5 - 19 MB | FP16 | NPU | [FastSam-S.so](https://huggingface.co/qualcomm/FastSam-S/blob/main/FastSam-S.so)
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  ## Installation
 
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  ```
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  Profile Job summary of FastSam-S
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  --------------------------------------------------
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+ Device: Snapdragon X Elite CRD (11)
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+ Estimated Inference Time: 9.18 ms
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+ Estimated Peak Memory Range: 4.71-4.71 MB
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+ Compute Units: NPU (286) | Total (286)
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  ```