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Upload README.md with huggingface_hub

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@@ -35,8 +35,8 @@ 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 | 1.122 ms | 2 - 3 MB | INT8 | NPU | [QuickSRNetSmall-Quantized.tflite](https://huggingface.co/qualcomm/QuickSRNetSmall-Quantized/blob/main/QuickSRNetSmall-Quantized.tflite)
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- | Samsung Galaxy S23 Ultra (Android 13) | Snapdragon® 8 Gen 2 | QNN Model Library | 0.663 ms | 0 - 10 MB | INT8 | NPU | [QuickSRNetSmall-Quantized.so](https://huggingface.co/qualcomm/QuickSRNetSmall-Quantized/blob/main/QuickSRNetSmall-Quantized.so)
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@@ -98,10 +98,10 @@ python -m qai_hub_models.models.quicksrnetsmall_quantized.export
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  ```
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  Profile Job summary of QuickSRNetSmall-Quantized
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  --------------------------------------------------
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- Device: SA8255 (Proxy) (13)
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- Estimated Inference Time: 0.68 ms
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- Estimated Peak Memory Range: 0.02-64.42 MB
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- Compute Units: NPU (8) | Total (8)
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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 | 1.122 ms | 0 - 74 MB | INT8 | NPU | [QuickSRNetSmall-Quantized.tflite](https://huggingface.co/qualcomm/QuickSRNetSmall-Quantized/blob/main/QuickSRNetSmall-Quantized.tflite)
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+ | Samsung Galaxy S23 Ultra (Android 13) | Snapdragon® 8 Gen 2 | QNN Model Library | 0.469 ms | 0 - 19 MB | INT8 | NPU | [QuickSRNetSmall-Quantized.so](https://huggingface.co/qualcomm/QuickSRNetSmall-Quantized/blob/main/QuickSRNetSmall-Quantized.so)
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  ```
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  Profile Job summary of QuickSRNetSmall-Quantized
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  --------------------------------------------------
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+ Device: Snapdragon X Elite CRD (11)
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+ Estimated Inference Time: 0.56 ms
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+ Estimated Peak Memory Range: 0.06-0.06 MB
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+ Compute Units: NPU (7) | Total (7)
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  ```