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Upload README.md with huggingface_hub

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@@ -30,14 +30,15 @@ More details on model performance across various devices, can be found
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  - Input resolution: 1024x512
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  - Number of parameters: 32.1M
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  - Model size: 123 MB
 
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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 | 6.446 ms | 1 - 3 MB | FP16 | NPU | [FFNet-122NS-LowRes.tflite](https://huggingface.co/qualcomm/FFNet-122NS-LowRes/blob/main/FFNet-122NS-LowRes.tflite)
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- | Samsung Galaxy S23 Ultra (Android 13) | Snapdragon® 8 Gen 2 | QNN Model Library | 6.982 ms | 6 - 31 MB | FP16 | NPU | [FFNet-122NS-LowRes.so](https://huggingface.co/qualcomm/FFNet-122NS-LowRes/blob/main/FFNet-122NS-LowRes.so)
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@@ -100,8 +101,8 @@ python -m qai_hub_models.models.ffnet_122ns_lowres.export
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  Profile Job summary of FFNet-122NS-LowRes
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  --------------------------------------------------
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  Device: SA8255 (Proxy) (13)
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- Estimated Inference Time: 7.01 ms
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- Estimated Peak Memory Range: 6.04-29.38 MB
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  Compute Units: NPU (348) | Total (348)
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  - Input resolution: 1024x512
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  - Number of parameters: 32.1M
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  - Model size: 123 MB
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+ - Number of output classes: 19
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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 | 6.447 ms | 1 - 3 MB | FP16 | NPU | [FFNet-122NS-LowRes.tflite](https://huggingface.co/qualcomm/FFNet-122NS-LowRes/blob/main/FFNet-122NS-LowRes.tflite)
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+ | Samsung Galaxy S23 Ultra (Android 13) | Snapdragon® 8 Gen 2 | QNN Model Library | 6.994 ms | 6 - 31 MB | FP16 | NPU | [FFNet-122NS-LowRes.so](https://huggingface.co/qualcomm/FFNet-122NS-LowRes/blob/main/FFNet-122NS-LowRes.so)
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  Profile Job summary of FFNet-122NS-LowRes
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  --------------------------------------------------
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  Device: SA8255 (Proxy) (13)
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+ Estimated Inference Time: 6.99 ms
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+ Estimated Peak Memory Range: 6.03-31.56 MB
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  Compute Units: NPU (348) | Total (348)
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