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Upload README.md with huggingface_hub

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@@ -37,7 +37,8 @@ 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 | 2.913 ms | 0 - 2 MB | INT8 | NPU | [ResNeXt101Quantized.tflite](https://huggingface.co/qualcomm/ResNeXt101Quantized/blob/main/ResNeXt101Quantized.tflite)
 
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  ## Installation
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  ```
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  Profile Job summary of ResNeXt101Quantized
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  --------------------------------------------------
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- Device: QCS8550 (Proxy) (12)
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- Estimated Inference Time: 2.91 ms
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- Estimated Peak Memory Range: 0.02-2.63 MB
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- Compute Units: NPU (150) | Total (150)
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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 | 3.033 ms | 0 - 2 MB | INT8 | NPU | [ResNeXt101Quantized.tflite](https://huggingface.co/qualcomm/ResNeXt101Quantized/blob/main/ResNeXt101Quantized.tflite)
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+ | Samsung Galaxy S23 Ultra (Android 13) | Snapdragon® 8 Gen 2 | QNN Model Library | 3.107 ms | 0 - 31 MB | INT8 | NPU | [ResNeXt101Quantized.so](https://huggingface.co/qualcomm/ResNeXt101Quantized/blob/main/ResNeXt101Quantized.so)
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  ## Installation
 
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  ```
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  Profile Job summary of ResNeXt101Quantized
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  --------------------------------------------------
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+ Device: Snapdragon X Elite CRD (11)
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+ Estimated Inference Time: 3.33 ms
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+ Estimated Peak Memory Range: 0.24-0.24 MB
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+ Compute Units: NPU (146) | Total (146)
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  ```