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@@ -34,35 +34,35 @@ 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 | 1.423 ms | 0 - 9 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 | 0.862 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 | 1.46 ms | 0 - 6 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 | 0.867 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 | 0.503 ms | 0 - 20 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 | 0.865 ms | 0 - 20 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 | 1.131 ms | 5 - 19 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 | 0.627 ms | 0 - 14 MB | FP16 | NPU | Use Export Script |
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- | QuickSRNetMedium | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | ONNX | 0.843 ms | 0 - 18 MB | FP16 | NPU | [QuickSRNetMedium.onnx](https://huggingface.co/qualcomm/QuickSRNetMedium/blob/main/QuickSRNetMedium.onnx) |
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- | QuickSRNetMedium | SA7255P ADP | SA7255P | TFLITE | 16.07 ms | 6 - 17 MB | FP16 | NPU | [QuickSRNetMedium.tflite](https://huggingface.co/qualcomm/QuickSRNetMedium/blob/main/QuickSRNetMedium.tflite) |
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- | QuickSRNetMedium | SA7255P ADP | SA7255P | QNN | 13.747 ms | 0 - 10 MB | FP16 | NPU | Use Export Script |
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- | QuickSRNetMedium | SA8255 (Proxy) | SA8255P Proxy | TFLITE | 1.361 ms | 0 - 9 MB | FP16 | NPU | [QuickSRNetMedium.tflite](https://huggingface.co/qualcomm/QuickSRNetMedium/blob/main/QuickSRNetMedium.tflite) |
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- | QuickSRNetMedium | SA8255 (Proxy) | SA8255P Proxy | QNN | 0.908 ms | 0 - 2 MB | FP16 | NPU | Use Export Script |
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- | QuickSRNetMedium | SA8295P ADP | SA8295P | TFLITE | 4.112 ms | 6 - 26 MB | FP16 | NPU | [QuickSRNetMedium.tflite](https://huggingface.co/qualcomm/QuickSRNetMedium/blob/main/QuickSRNetMedium.tflite) |
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- | QuickSRNetMedium | SA8295P ADP | SA8295P | QNN | 1.464 ms | 0 - 18 MB | FP16 | NPU | Use Export Script |
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- | QuickSRNetMedium | SA8650 (Proxy) | SA8650P Proxy | TFLITE | 1.311 ms | 0 - 9 MB | FP16 | NPU | [QuickSRNetMedium.tflite](https://huggingface.co/qualcomm/QuickSRNetMedium/blob/main/QuickSRNetMedium.tflite) |
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- | QuickSRNetMedium | SA8650 (Proxy) | SA8650P Proxy | QNN | 0.853 ms | 0 - 3 MB | FP16 | NPU | Use Export Script |
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- | QuickSRNetMedium | SA8775P ADP | SA8775P | TFLITE | 2.456 ms | 0 - 10 MB | FP16 | NPU | [QuickSRNetMedium.tflite](https://huggingface.co/qualcomm/QuickSRNetMedium/blob/main/QuickSRNetMedium.tflite) |
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- | QuickSRNetMedium | SA8775P ADP | SA8775P | QNN | 1.539 ms | 0 - 10 MB | FP16 | NPU | Use Export Script |
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- | QuickSRNetMedium | QCS8275 (Proxy) | QCS8275 Proxy | TFLITE | 16.07 ms | 6 - 17 MB | FP16 | NPU | [QuickSRNetMedium.tflite](https://huggingface.co/qualcomm/QuickSRNetMedium/blob/main/QuickSRNetMedium.tflite) |
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- | QuickSRNetMedium | QCS8275 (Proxy) | QCS8275 Proxy | QNN | 13.747 ms | 0 - 10 MB | FP16 | NPU | Use Export Script |
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- | QuickSRNetMedium | QCS8550 (Proxy) | QCS8550 Proxy | TFLITE | 1.396 ms | 0 - 10 MB | FP16 | NPU | [QuickSRNetMedium.tflite](https://huggingface.co/qualcomm/QuickSRNetMedium/blob/main/QuickSRNetMedium.tflite) |
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- | QuickSRNetMedium | QCS8550 (Proxy) | QCS8550 Proxy | QNN | 0.872 ms | 0 - 3 MB | FP16 | NPU | Use Export Script |
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- | QuickSRNetMedium | QCS9075 (Proxy) | QCS9075 Proxy | TFLITE | 2.456 ms | 0 - 10 MB | FP16 | NPU | [QuickSRNetMedium.tflite](https://huggingface.co/qualcomm/QuickSRNetMedium/blob/main/QuickSRNetMedium.tflite) |
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- | QuickSRNetMedium | QCS9075 (Proxy) | QCS9075 Proxy | QNN | 1.539 ms | 0 - 10 MB | FP16 | NPU | Use Export Script |
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- | QuickSRNetMedium | QCS8450 (Proxy) | QCS8450 Proxy | TFLITE | 2.03 ms | 0 - 23 MB | FP16 | NPU | [QuickSRNetMedium.tflite](https://huggingface.co/qualcomm/QuickSRNetMedium/blob/main/QuickSRNetMedium.tflite) |
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- | QuickSRNetMedium | QCS8450 (Proxy) | QCS8450 Proxy | QNN | 1.244 ms | 0 - 25 MB | FP16 | NPU | Use Export Script |
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- | QuickSRNetMedium | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN | 0.973 ms | 0 - 0 MB | FP16 | NPU | Use Export Script |
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- | QuickSRNetMedium | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 1.402 ms | 8 - 8 MB | FP16 | NPU | [QuickSRNetMedium.onnx](https://huggingface.co/qualcomm/QuickSRNetMedium/blob/main/QuickSRNetMedium.onnx) |
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@@ -127,7 +127,7 @@ 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, 9]
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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 | 1.439 ms | 0 - 3 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 | 0.942 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 | 1.455 ms | 0 - 7 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 | 0.877 ms | 0 - 18 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 | 0.582 ms | 0 - 22 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 | 0.882 ms | 0 - 19 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 | 1.164 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 | 0.602 ms | 0 - 15 MB | FP16 | NPU | Use Export Script |
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+ | QuickSRNetMedium | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | ONNX | 0.729 ms | 0 - 17 MB | FP16 | NPU | [QuickSRNetMedium.onnx](https://huggingface.co/qualcomm/QuickSRNetMedium/blob/main/QuickSRNetMedium.onnx) |
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+ | QuickSRNetMedium | SA7255P ADP | SA7255P | TFLITE | 15.213 ms | 6 - 17 MB | FP16 | NPU | [QuickSRNetMedium.tflite](https://huggingface.co/qualcomm/QuickSRNetMedium/blob/main/QuickSRNetMedium.tflite) |
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+ | QuickSRNetMedium | SA7255P ADP | SA7255P | QNN | 13.721 ms | 0 - 10 MB | FP16 | NPU | Use Export Script |
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+ | QuickSRNetMedium | SA8255 (Proxy) | SA8255P Proxy | TFLITE | 1.379 ms | 0 - 9 MB | FP16 | NPU | [QuickSRNetMedium.tflite](https://huggingface.co/qualcomm/QuickSRNetMedium/blob/main/QuickSRNetMedium.tflite) |
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+ | QuickSRNetMedium | SA8255 (Proxy) | SA8255P Proxy | QNN | 0.858 ms | 0 - 2 MB | FP16 | NPU | Use Export Script |
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+ | QuickSRNetMedium | SA8295P ADP | SA8295P | TFLITE | 4.229 ms | 6 - 22 MB | FP16 | NPU | [QuickSRNetMedium.tflite](https://huggingface.co/qualcomm/QuickSRNetMedium/blob/main/QuickSRNetMedium.tflite) |
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+ | QuickSRNetMedium | SA8295P ADP | SA8295P | QNN | 1.452 ms | 0 - 18 MB | FP16 | NPU | Use Export Script |
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+ | QuickSRNetMedium | SA8650 (Proxy) | SA8650P Proxy | TFLITE | 1.358 ms | 0 - 4 MB | FP16 | NPU | [QuickSRNetMedium.tflite](https://huggingface.co/qualcomm/QuickSRNetMedium/blob/main/QuickSRNetMedium.tflite) |
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+ | QuickSRNetMedium | SA8650 (Proxy) | SA8650P Proxy | QNN | 0.873 ms | 0 - 2 MB | FP16 | NPU | Use Export Script |
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+ | QuickSRNetMedium | SA8775P ADP | SA8775P | TFLITE | 2.403 ms | 0 - 11 MB | FP16 | NPU | [QuickSRNetMedium.tflite](https://huggingface.co/qualcomm/QuickSRNetMedium/blob/main/QuickSRNetMedium.tflite) |
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+ | QuickSRNetMedium | SA8775P ADP | SA8775P | QNN | 1.542 ms | 0 - 10 MB | FP16 | NPU | Use Export Script |
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+ | QuickSRNetMedium | QCS8275 (Proxy) | QCS8275 Proxy | TFLITE | 15.213 ms | 6 - 17 MB | FP16 | NPU | [QuickSRNetMedium.tflite](https://huggingface.co/qualcomm/QuickSRNetMedium/blob/main/QuickSRNetMedium.tflite) |
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+ | QuickSRNetMedium | QCS8275 (Proxy) | QCS8275 Proxy | QNN | 13.721 ms | 0 - 10 MB | FP16 | NPU | Use Export Script |
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+ | QuickSRNetMedium | QCS8550 (Proxy) | QCS8550 Proxy | TFLITE | 1.45 ms | 0 - 9 MB | FP16 | NPU | [QuickSRNetMedium.tflite](https://huggingface.co/qualcomm/QuickSRNetMedium/blob/main/QuickSRNetMedium.tflite) |
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+ | QuickSRNetMedium | QCS8550 (Proxy) | QCS8550 Proxy | QNN | 0.856 ms | 0 - 4 MB | FP16 | NPU | Use Export Script |
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+ | QuickSRNetMedium | QCS9075 (Proxy) | QCS9075 Proxy | TFLITE | 2.403 ms | 0 - 11 MB | FP16 | NPU | [QuickSRNetMedium.tflite](https://huggingface.co/qualcomm/QuickSRNetMedium/blob/main/QuickSRNetMedium.tflite) |
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+ | QuickSRNetMedium | QCS9075 (Proxy) | QCS9075 Proxy | QNN | 1.542 ms | 0 - 10 MB | FP16 | NPU | Use Export Script |
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+ | QuickSRNetMedium | QCS8450 (Proxy) | QCS8450 Proxy | TFLITE | 2.076 ms | 6 - 25 MB | FP16 | NPU | [QuickSRNetMedium.tflite](https://huggingface.co/qualcomm/QuickSRNetMedium/blob/main/QuickSRNetMedium.tflite) |
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+ | QuickSRNetMedium | QCS8450 (Proxy) | QCS8450 Proxy | QNN | 1.238 ms | 0 - 22 MB | FP16 | NPU | Use Export Script |
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+ | QuickSRNetMedium | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN | 0.967 ms | 0 - 0 MB | FP16 | NPU | Use Export Script |
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+ | QuickSRNetMedium | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 1.365 ms | 8 - 8 MB | FP16 | NPU | [QuickSRNetMedium.onnx](https://huggingface.co/qualcomm/QuickSRNetMedium/blob/main/QuickSRNetMedium.onnx) |
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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, 3]
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  Total # Ops : 17
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  Compute Unit(s) : NPU (14 ops) CPU (3 ops)
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  ```