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Upload README.md with huggingface_hub

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@@ -38,8 +38,8 @@ 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 | 1.414 ms | 0 - 1 MB | FP16 | NPU | [ResNet18.tflite](https://huggingface.co/qualcomm/ResNet18/blob/main/ResNet18.tflite)
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- | Samsung Galaxy S23 Ultra (Android 13) | Snapdragon® 8 Gen 2 | QNN Model Library | 1.446 ms | 0 - 69 MB | FP16 | NPU | [ResNet18.so](https://huggingface.co/qualcomm/ResNet18/blob/main/ResNet18.so)
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@@ -102,7 +102,7 @@ Profile Job summary of ResNet18
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  --------------------------------------------------
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  Device: SA8255 (Proxy) (13)
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  Estimated Inference Time: 1.47 ms
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- Estimated Peak Memory Range: 0.02-79.59 MB
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  Compute Units: NPU (53) | Total (53)
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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 | 1.411 ms | 0 - 2 MB | FP16 | NPU | [ResNet18.tflite](https://huggingface.co/qualcomm/ResNet18/blob/main/ResNet18.tflite)
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+ | Samsung Galaxy S23 Ultra (Android 13) | Snapdragon® 8 Gen 2 | QNN Model Library | 1.448 ms | 0 - 80 MB | FP16 | NPU | [ResNet18.so](https://huggingface.co/qualcomm/ResNet18/blob/main/ResNet18.so)
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  --------------------------------------------------
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  Device: SA8255 (Proxy) (13)
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  Estimated Inference Time: 1.47 ms
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+ Estimated Peak Memory Range: 0.01-89.20 MB
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  Compute Units: NPU (53) | Total (53)
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