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@@ -34,29 +34,29 @@ More details on model performance across various devices, can be found
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  | Model | 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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- | QuickSRNetMedium | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | TFLITE | 1.387 ms | 0 - 28 MB | FP16 | NPU | [QuickSRNetMedium.tflite](https://huggingface.co/qualcomm/QuickSRNetMedium/blob/main/QuickSRNetMedium.tflite) |
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- | QuickSRNetMedium | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | QNN | 1.005 ms | 0 - 7 MB | FP16 | NPU | [QuickSRNetMedium.so](https://huggingface.co/qualcomm/QuickSRNetMedium/blob/main/QuickSRNetMedium.so) |
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- | QuickSRNetMedium | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | ONNX | 1.497 ms | 0 - 2 MB | FP16 | NPU | [QuickSRNetMedium.onnx](https://huggingface.co/qualcomm/QuickSRNetMedium/blob/main/QuickSRNetMedium.onnx) |
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- | QuickSRNetMedium | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | TFLITE | 0.88 ms | 0 - 21 MB | FP16 | NPU | [QuickSRNetMedium.tflite](https://huggingface.co/qualcomm/QuickSRNetMedium/blob/main/QuickSRNetMedium.tflite) |
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- | QuickSRNetMedium | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | QNN | 0.658 ms | 0 - 11 MB | FP16 | NPU | [QuickSRNetMedium.so](https://huggingface.co/qualcomm/QuickSRNetMedium/blob/main/QuickSRNetMedium.so) |
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- | QuickSRNetMedium | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | ONNX | 1.038 ms | 0 - 23 MB | FP16 | NPU | [QuickSRNetMedium.onnx](https://huggingface.co/qualcomm/QuickSRNetMedium/blob/main/QuickSRNetMedium.onnx) |
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- | QuickSRNetMedium | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | TFLITE | 1.024 ms | 0 - 14 MB | FP16 | NPU | [QuickSRNetMedium.tflite](https://huggingface.co/qualcomm/QuickSRNetMedium/blob/main/QuickSRNetMedium.tflite) |
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- | QuickSRNetMedium | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | QNN | 0.675 ms | 0 - 9 MB | FP16 | NPU | Use Export Script |
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  | QuickSRNetMedium | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | ONNX | 0.919 ms | 0 - 15 MB | FP16 | NPU | [QuickSRNetMedium.onnx](https://huggingface.co/qualcomm/QuickSRNetMedium/blob/main/QuickSRNetMedium.onnx) |
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- | QuickSRNetMedium | QCS8550 (Proxy) | QCS8550 Proxy | TFLITE | 1.391 ms | 0 - 5 MB | FP16 | NPU | [QuickSRNetMedium.tflite](https://huggingface.co/qualcomm/QuickSRNetMedium/blob/main/QuickSRNetMedium.tflite) |
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- | QuickSRNetMedium | QCS8550 (Proxy) | QCS8550 Proxy | QNN | 0.904 ms | 0 - 1 MB | FP16 | NPU | Use Export Script |
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- | QuickSRNetMedium | SA8255 (Proxy) | SA8255P Proxy | TFLITE | 1.364 ms | 0 - 68 MB | FP16 | NPU | [QuickSRNetMedium.tflite](https://huggingface.co/qualcomm/QuickSRNetMedium/blob/main/QuickSRNetMedium.tflite) |
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- | QuickSRNetMedium | SA8255 (Proxy) | SA8255P Proxy | QNN | 0.924 ms | 0 - 5 MB | FP16 | NPU | Use Export Script |
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- | QuickSRNetMedium | SA8775 (Proxy) | SA8775P Proxy | TFLITE | 1.364 ms | 0 - 83 MB | FP16 | NPU | [QuickSRNetMedium.tflite](https://huggingface.co/qualcomm/QuickSRNetMedium/blob/main/QuickSRNetMedium.tflite) |
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- | QuickSRNetMedium | SA8775 (Proxy) | SA8775P Proxy | QNN | 0.942 ms | 0 - 2 MB | FP16 | NPU | Use Export Script |
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- | QuickSRNetMedium | SA8650 (Proxy) | SA8650P Proxy | TFLITE | 1.312 ms | 0 - 1 MB | FP16 | NPU | [QuickSRNetMedium.tflite](https://huggingface.co/qualcomm/QuickSRNetMedium/blob/main/QuickSRNetMedium.tflite) |
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- | QuickSRNetMedium | SA8650 (Proxy) | SA8650P Proxy | QNN | 0.944 ms | 0 - 1 MB | FP16 | NPU | Use Export Script |
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- | QuickSRNetMedium | SA8295P ADP | SA8295P | TFLITE | 2.212 ms | 6 - 20 MB | FP16 | NPU | [QuickSRNetMedium.tflite](https://huggingface.co/qualcomm/QuickSRNetMedium/blob/main/QuickSRNetMedium.tflite) |
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- | QuickSRNetMedium | SA8295P ADP | SA8295P | QNN | 1.701 ms | 0 - 6 MB | FP16 | NPU | Use Export Script |
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- | QuickSRNetMedium | QCS8450 (Proxy) | QCS8450 Proxy | TFLITE | 2.789 ms | 6 - 27 MB | FP16 | NPU | [QuickSRNetMedium.tflite](https://huggingface.co/qualcomm/QuickSRNetMedium/blob/main/QuickSRNetMedium.tflite) |
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- | QuickSRNetMedium | QCS8450 (Proxy) | QCS8450 Proxy | QNN | 1.252 ms | 0 - 14 MB | FP16 | NPU | Use Export Script |
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- | QuickSRNetMedium | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN | 1.066 ms | 0 - 0 MB | FP16 | NPU | Use Export Script |
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- | QuickSRNetMedium | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 1.567 ms | 8 - 8 MB | FP16 | NPU | [QuickSRNetMedium.onnx](https://huggingface.co/qualcomm/QuickSRNetMedium/blob/main/QuickSRNetMedium.onnx) |
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@@ -120,8 +120,8 @@ Profiling Results
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  QuickSRNetMedium
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  Device : Samsung Galaxy S23 (13)
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  Runtime : TFLITE
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- Estimated inference time (ms) : 1.4
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- Estimated peak memory usage (MB): [0, 28]
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  Total # Ops : 17
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  Compute Unit(s) : NPU (14 ops) CPU (3 ops)
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  ```
 
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  | Model | 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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+ | QuickSRNetMedium | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | TFLITE | 1.338 ms | 0 - 1 MB | FP16 | NPU | [QuickSRNetMedium.tflite](https://huggingface.co/qualcomm/QuickSRNetMedium/blob/main/QuickSRNetMedium.tflite) |
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+ | QuickSRNetMedium | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | QNN | 0.996 ms | 0 - 2 MB | FP16 | NPU | [QuickSRNetMedium.so](https://huggingface.co/qualcomm/QuickSRNetMedium/blob/main/QuickSRNetMedium.so) |
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+ | QuickSRNetMedium | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | ONNX | 1.479 ms | 0 - 2 MB | FP16 | NPU | [QuickSRNetMedium.onnx](https://huggingface.co/qualcomm/QuickSRNetMedium/blob/main/QuickSRNetMedium.onnx) |
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+ | QuickSRNetMedium | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | TFLITE | 0.907 ms | 0 - 22 MB | FP16 | NPU | [QuickSRNetMedium.tflite](https://huggingface.co/qualcomm/QuickSRNetMedium/blob/main/QuickSRNetMedium.tflite) |
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+ | QuickSRNetMedium | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | QNN | 0.648 ms | 0 - 11 MB | FP16 | NPU | [QuickSRNetMedium.so](https://huggingface.co/qualcomm/QuickSRNetMedium/blob/main/QuickSRNetMedium.so) |
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+ | QuickSRNetMedium | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | ONNX | 1.069 ms | 0 - 23 MB | FP16 | NPU | [QuickSRNetMedium.onnx](https://huggingface.co/qualcomm/QuickSRNetMedium/blob/main/QuickSRNetMedium.onnx) |
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+ | QuickSRNetMedium | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | TFLITE | 0.787 ms | 0 - 15 MB | FP16 | NPU | [QuickSRNetMedium.tflite](https://huggingface.co/qualcomm/QuickSRNetMedium/blob/main/QuickSRNetMedium.tflite) |
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+ | QuickSRNetMedium | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | QNN | 0.688 ms | 0 - 8 MB | FP16 | NPU | Use Export Script |
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  | QuickSRNetMedium | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | ONNX | 0.919 ms | 0 - 15 MB | FP16 | NPU | [QuickSRNetMedium.onnx](https://huggingface.co/qualcomm/QuickSRNetMedium/blob/main/QuickSRNetMedium.onnx) |
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+ | QuickSRNetMedium | QCS8550 (Proxy) | QCS8550 Proxy | TFLITE | 1.345 ms | 0 - 7 MB | FP16 | NPU | [QuickSRNetMedium.tflite](https://huggingface.co/qualcomm/QuickSRNetMedium/blob/main/QuickSRNetMedium.tflite) |
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+ | QuickSRNetMedium | QCS8550 (Proxy) | QCS8550 Proxy | QNN | 0.926 ms | 0 - 1 MB | FP16 | NPU | Use Export Script |
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+ | QuickSRNetMedium | SA8255 (Proxy) | SA8255P Proxy | TFLITE | 1.345 ms | 0 - 7 MB | FP16 | NPU | [QuickSRNetMedium.tflite](https://huggingface.co/qualcomm/QuickSRNetMedium/blob/main/QuickSRNetMedium.tflite) |
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+ | QuickSRNetMedium | SA8255 (Proxy) | SA8255P Proxy | QNN | 0.926 ms | 0 - 2 MB | FP16 | NPU | Use Export Script |
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+ | QuickSRNetMedium | SA8775 (Proxy) | SA8775P Proxy | TFLITE | 1.296 ms | 0 - 7 MB | FP16 | NPU | [QuickSRNetMedium.tflite](https://huggingface.co/qualcomm/QuickSRNetMedium/blob/main/QuickSRNetMedium.tflite) |
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+ | QuickSRNetMedium | SA8775 (Proxy) | SA8775P Proxy | QNN | 0.926 ms | 0 - 1 MB | FP16 | NPU | Use Export Script |
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+ | QuickSRNetMedium | SA8650 (Proxy) | SA8650P Proxy | TFLITE | 1.332 ms | 0 - 2 MB | FP16 | NPU | [QuickSRNetMedium.tflite](https://huggingface.co/qualcomm/QuickSRNetMedium/blob/main/QuickSRNetMedium.tflite) |
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+ | QuickSRNetMedium | SA8650 (Proxy) | SA8650P Proxy | QNN | 0.92 ms | 0 - 1 MB | FP16 | NPU | Use Export Script |
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+ | QuickSRNetMedium | SA8295P ADP | SA8295P | TFLITE | 2.265 ms | 6 - 20 MB | FP16 | NPU | [QuickSRNetMedium.tflite](https://huggingface.co/qualcomm/QuickSRNetMedium/blob/main/QuickSRNetMedium.tflite) |
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+ | QuickSRNetMedium | SA8295P ADP | SA8295P | QNN | 1.73 ms | 0 - 6 MB | FP16 | NPU | Use Export Script |
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+ | QuickSRNetMedium | QCS8450 (Proxy) | QCS8450 Proxy | TFLITE | 1.869 ms | 0 - 22 MB | FP16 | NPU | [QuickSRNetMedium.tflite](https://huggingface.co/qualcomm/QuickSRNetMedium/blob/main/QuickSRNetMedium.tflite) |
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+ | QuickSRNetMedium | QCS8450 (Proxy) | QCS8450 Proxy | QNN | 1.226 ms | 0 - 15 MB | FP16 | NPU | Use Export Script |
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+ | QuickSRNetMedium | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN | 1.041 ms | 0 - 0 MB | FP16 | NPU | Use Export Script |
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+ | QuickSRNetMedium | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 1.533 ms | 9 - 9 MB | FP16 | NPU | [QuickSRNetMedium.onnx](https://huggingface.co/qualcomm/QuickSRNetMedium/blob/main/QuickSRNetMedium.onnx) |
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  QuickSRNetMedium
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  Device : Samsung Galaxy S23 (13)
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  Runtime : TFLITE
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+ Estimated inference time (ms) : 1.3
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+ Estimated peak memory usage (MB): [0, 1]
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  Total # Ops : 17
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  Compute Unit(s) : NPU (14 ops) CPU (3 ops)
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  ```