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Upload README.md with huggingface_hub

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@@ -26,7 +26,7 @@ More details on model performance across various devices, can be found
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  - **Model Type:** Super resolution
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  - **Model Stats:**
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  - Model checkpoint: quicksrnet_medium_3x_checkpoint
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- - Input resolution: 640x360
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  - Number of parameters: 55.0K
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  - Model size: 67.2 KB
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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 | 1.0 ms | 0 - 5 MB | INT8 | NPU | [QuickSRNetMedium-Quantized.tflite](https://huggingface.co/qualcomm/QuickSRNetMedium-Quantized/blob/main/QuickSRNetMedium-Quantized.tflite)
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- | Samsung Galaxy S23 Ultra (Android 13) | Snapdragon® 8 Gen 2 | QNN Model Library | 0.803 ms | 0 - 10 MB | INT8 | NPU | [QuickSRNetMedium-Quantized.so](https://huggingface.co/qualcomm/QuickSRNetMedium-Quantized/blob/main/QuickSRNetMedium-Quantized.so)
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@@ -99,8 +99,8 @@ python -m qai_hub_models.models.quicksrnetmedium_quantized.export
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  Profile Job summary of QuickSRNetMedium-Quantized
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  --------------------------------------------------
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  Device: Snapdragon X Elite CRD (11)
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- Estimated Inference Time: 0.76 ms
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- Estimated Peak Memory Range: 1.14-1.14 MB
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  Compute Units: NPU (11) | Total (11)
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  - **Model Type:** Super resolution
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  - **Model Stats:**
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  - Model checkpoint: quicksrnet_medium_3x_checkpoint
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+ - Input resolution: 128x128
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  - Number of parameters: 55.0K
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  - Model size: 67.2 KB
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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 | 0.997 ms | 0 - 2 MB | INT8 | NPU | [QuickSRNetMedium-Quantized.tflite](https://huggingface.co/qualcomm/QuickSRNetMedium-Quantized/blob/main/QuickSRNetMedium-Quantized.tflite)
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+ | Samsung Galaxy S23 Ultra (Android 13) | Snapdragon® 8 Gen 2 | QNN Model Library | 0.804 ms | 0 - 3 MB | INT8 | NPU | [QuickSRNetMedium-Quantized.so](https://huggingface.co/qualcomm/QuickSRNetMedium-Quantized/blob/main/QuickSRNetMedium-Quantized.so)
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  Profile Job summary of QuickSRNetMedium-Quantized
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  --------------------------------------------------
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  Device: Snapdragon X Elite CRD (11)
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+ Estimated Inference Time: 0.71 ms
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+ Estimated Peak Memory Range: 0.09-0.09 MB
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  Compute Units: NPU (11) | Total (11)
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