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@@ -34,30 +34,31 @@ 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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- | QuickSRNetSmall | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | TFLITE | 1.345 ms | 0 - 5 MB | FP16 | NPU | [QuickSRNetSmall.tflite](https://huggingface.co/qualcomm/QuickSRNetSmall/blob/main/QuickSRNetSmall.tflite) |
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- | QuickSRNetSmall | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | QNN | 1.002 ms | 0 - 13 MB | FP16 | NPU | [QuickSRNetSmall.so](https://huggingface.co/qualcomm/QuickSRNetSmall/blob/main/QuickSRNetSmall.so) |
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- | QuickSRNetSmall | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | ONNX | 1.432 ms | 0 - 11 MB | FP16 | NPU | [QuickSRNetSmall.onnx](https://huggingface.co/qualcomm/QuickSRNetSmall/blob/main/QuickSRNetSmall.onnx) |
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- | QuickSRNetSmall | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | TFLITE | 0.81 ms | 0 - 11 MB | FP16 | NPU | [QuickSRNetSmall.tflite](https://huggingface.co/qualcomm/QuickSRNetSmall/blob/main/QuickSRNetSmall.tflite) |
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- | QuickSRNetSmall | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | QNN | 0.63 ms | 0 - 9 MB | FP16 | NPU | [QuickSRNetSmall.so](https://huggingface.co/qualcomm/QuickSRNetSmall/blob/main/QuickSRNetSmall.so) |
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- | QuickSRNetSmall | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | ONNX | 0.939 ms | 0 - 21 MB | FP16 | NPU | [QuickSRNetSmall.onnx](https://huggingface.co/qualcomm/QuickSRNetSmall/blob/main/QuickSRNetSmall.onnx) |
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- | QuickSRNetSmall | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | TFLITE | 1.015 ms | 0 - 8 MB | FP16 | NPU | [QuickSRNetSmall.tflite](https://huggingface.co/qualcomm/QuickSRNetSmall/blob/main/QuickSRNetSmall.tflite) |
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- | QuickSRNetSmall | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | QNN | 0.669 ms | 0 - 8 MB | FP16 | NPU | Use Export Script |
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- | QuickSRNetSmall | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | ONNX | 0.973 ms | 0 - 15 MB | FP16 | NPU | [QuickSRNetSmall.onnx](https://huggingface.co/qualcomm/QuickSRNetSmall/blob/main/QuickSRNetSmall.onnx) |
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- | QuickSRNetSmall | QCS8550 (Proxy) | QCS8550 Proxy | QNN | 0.872 ms | 0 - 2 MB | FP16 | NPU | Use Export Script |
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- | QuickSRNetSmall | SA7255P ADP | SA7255P | TFLITE | 9.886 ms | 6 - 17 MB | FP16 | NPU | [QuickSRNetSmall.tflite](https://huggingface.co/qualcomm/QuickSRNetSmall/blob/main/QuickSRNetSmall.tflite) |
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- | QuickSRNetSmall | SA7255P ADP | SA7255P | QNN | 8.731 ms | 0 - 10 MB | FP16 | NPU | Use Export Script |
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- | QuickSRNetSmall | SA8255 (Proxy) | SA8255P Proxy | TFLITE | 1.335 ms | 3 - 5 MB | FP16 | NPU | [QuickSRNetSmall.tflite](https://huggingface.co/qualcomm/QuickSRNetSmall/blob/main/QuickSRNetSmall.tflite) |
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- | QuickSRNetSmall | SA8255 (Proxy) | SA8255P Proxy | QNN | 0.844 ms | 0 - 2 MB | FP16 | NPU | Use Export Script |
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- | QuickSRNetSmall | SA8295P ADP | SA8295P | TFLITE | 2.311 ms | 0 - 7 MB | FP16 | NPU | [QuickSRNetSmall.tflite](https://huggingface.co/qualcomm/QuickSRNetSmall/blob/main/QuickSRNetSmall.tflite) |
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- | QuickSRNetSmall | SA8295P ADP | SA8295P | QNN | 1.641 ms | 0 - 6 MB | FP16 | NPU | Use Export Script |
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- | QuickSRNetSmall | SA8650 (Proxy) | SA8650P Proxy | TFLITE | 1.471 ms | 6 - 68 MB | FP16 | NPU | [QuickSRNetSmall.tflite](https://huggingface.co/qualcomm/QuickSRNetSmall/blob/main/QuickSRNetSmall.tflite) |
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- | QuickSRNetSmall | SA8650 (Proxy) | SA8650P Proxy | QNN | 0.855 ms | 0 - 1 MB | FP16 | NPU | Use Export Script |
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- | QuickSRNetSmall | SA8775P ADP | SA8775P | TFLITE | 2.345 ms | 0 - 7 MB | FP16 | NPU | [QuickSRNetSmall.tflite](https://huggingface.co/qualcomm/QuickSRNetSmall/blob/main/QuickSRNetSmall.tflite) |
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- | QuickSRNetSmall | SA8775P ADP | SA8775P | QNN | 1.618 ms | 0 - 6 MB | FP16 | NPU | Use Export Script |
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- | QuickSRNetSmall | QCS8450 (Proxy) | QCS8450 Proxy | TFLITE | 2.05 ms | 6 - 18 MB | FP16 | NPU | [QuickSRNetSmall.tflite](https://huggingface.co/qualcomm/QuickSRNetSmall/blob/main/QuickSRNetSmall.tflite) |
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- | QuickSRNetSmall | QCS8450 (Proxy) | QCS8450 Proxy | QNN | 1.132 ms | 0 - 13 MB | FP16 | NPU | Use Export Script |
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- | QuickSRNetSmall | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN | 0.939 ms | 0 - 0 MB | FP16 | NPU | Use Export Script |
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- | QuickSRNetSmall | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 1.423 ms | 9 - 9 MB | FP16 | NPU | [QuickSRNetSmall.onnx](https://huggingface.co/qualcomm/QuickSRNetSmall/blob/main/QuickSRNetSmall.onnx) |
 
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@@ -121,8 +122,8 @@ Profiling Results
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  QuickSRNetSmall
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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, 5]
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  Total # Ops : 11
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  Compute Unit(s) : NPU (8 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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+ | QuickSRNetSmall | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | TFLITE | 2.074 ms | 2 - 6 MB | FP16 | NPU | [QuickSRNetSmall.tflite](https://huggingface.co/qualcomm/QuickSRNetSmall/blob/main/QuickSRNetSmall.tflite) |
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+ | QuickSRNetSmall | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | QNN | 0.995 ms | 0 - 3 MB | FP16 | NPU | [QuickSRNetSmall.so](https://huggingface.co/qualcomm/QuickSRNetSmall/blob/main/QuickSRNetSmall.so) |
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+ | QuickSRNetSmall | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | ONNX | 1.383 ms | 0 - 9 MB | FP16 | NPU | [QuickSRNetSmall.onnx](https://huggingface.co/qualcomm/QuickSRNetSmall/blob/main/QuickSRNetSmall.onnx) |
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+ | QuickSRNetSmall | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | TFLITE | 0.832 ms | 0 - 24 MB | FP16 | NPU | [QuickSRNetSmall.tflite](https://huggingface.co/qualcomm/QuickSRNetSmall/blob/main/QuickSRNetSmall.tflite) |
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+ | QuickSRNetSmall | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | QNN | 0.633 ms | 0 - 19 MB | FP16 | NPU | [QuickSRNetSmall.so](https://huggingface.co/qualcomm/QuickSRNetSmall/blob/main/QuickSRNetSmall.so) |
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+ | QuickSRNetSmall | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | ONNX | 0.933 ms | 0 - 22 MB | FP16 | NPU | [QuickSRNetSmall.onnx](https://huggingface.co/qualcomm/QuickSRNetSmall/blob/main/QuickSRNetSmall.onnx) |
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+ | QuickSRNetSmall | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | TFLITE | 1.609 ms | 0 - 15 MB | FP16 | NPU | [QuickSRNetSmall.tflite](https://huggingface.co/qualcomm/QuickSRNetSmall/blob/main/QuickSRNetSmall.tflite) |
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+ | QuickSRNetSmall | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | QNN | 0.717 ms | 0 - 16 MB | FP16 | NPU | Use Export Script |
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+ | QuickSRNetSmall | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | ONNX | 0.978 ms | 0 - 16 MB | FP16 | NPU | [QuickSRNetSmall.onnx](https://huggingface.co/qualcomm/QuickSRNetSmall/blob/main/QuickSRNetSmall.onnx) |
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+ | QuickSRNetSmall | QCS8550 (Proxy) | QCS8550 Proxy | TFLITE | 1.277 ms | 0 - 5 MB | FP16 | NPU | [QuickSRNetSmall.tflite](https://huggingface.co/qualcomm/QuickSRNetSmall/blob/main/QuickSRNetSmall.tflite) |
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+ | QuickSRNetSmall | QCS8550 (Proxy) | QCS8550 Proxy | QNN | 0.849 ms | 0 - 3 MB | FP16 | NPU | Use Export Script |
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+ | QuickSRNetSmall | SA7255P ADP | SA7255P | TFLITE | 9.806 ms | 6 - 15 MB | FP16 | NPU | [QuickSRNetSmall.tflite](https://huggingface.co/qualcomm/QuickSRNetSmall/blob/main/QuickSRNetSmall.tflite) |
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+ | QuickSRNetSmall | SA7255P ADP | SA7255P | QNN | 8.726 ms | 0 - 9 MB | FP16 | NPU | Use Export Script |
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+ | QuickSRNetSmall | SA8255 (Proxy) | SA8255P Proxy | TFLITE | 1.346 ms | 0 - 5 MB | FP16 | NPU | [QuickSRNetSmall.tflite](https://huggingface.co/qualcomm/QuickSRNetSmall/blob/main/QuickSRNetSmall.tflite) |
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+ | QuickSRNetSmall | SA8255 (Proxy) | SA8255P Proxy | QNN | 0.847 ms | 0 - 3 MB | FP16 | NPU | Use Export Script |
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+ | QuickSRNetSmall | SA8295P ADP | SA8295P | TFLITE | 2.521 ms | 0 - 15 MB | FP16 | NPU | [QuickSRNetSmall.tflite](https://huggingface.co/qualcomm/QuickSRNetSmall/blob/main/QuickSRNetSmall.tflite) |
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+ | QuickSRNetSmall | SA8295P ADP | SA8295P | QNN | 2.23 ms | 0 - 14 MB | FP16 | NPU | Use Export Script |
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+ | QuickSRNetSmall | SA8650 (Proxy) | SA8650P Proxy | TFLITE | 1.409 ms | 0 - 4 MB | FP16 | NPU | [QuickSRNetSmall.tflite](https://huggingface.co/qualcomm/QuickSRNetSmall/blob/main/QuickSRNetSmall.tflite) |
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+ | QuickSRNetSmall | SA8650 (Proxy) | SA8650P Proxy | QNN | 0.865 ms | 0 - 2 MB | FP16 | NPU | Use Export Script |
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+ | QuickSRNetSmall | SA8775P ADP | SA8775P | TFLITE | 2.476 ms | 0 - 10 MB | FP16 | NPU | [QuickSRNetSmall.tflite](https://huggingface.co/qualcomm/QuickSRNetSmall/blob/main/QuickSRNetSmall.tflite) |
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+ | QuickSRNetSmall | SA8775P ADP | SA8775P | QNN | 1.661 ms | 0 - 10 MB | FP16 | NPU | Use Export Script |
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+ | QuickSRNetSmall | QCS8450 (Proxy) | QCS8450 Proxy | TFLITE | 3.159 ms | 6 - 21 MB | FP16 | NPU | [QuickSRNetSmall.tflite](https://huggingface.co/qualcomm/QuickSRNetSmall/blob/main/QuickSRNetSmall.tflite) |
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+ | QuickSRNetSmall | QCS8450 (Proxy) | QCS8450 Proxy | QNN | 1.136 ms | 0 - 20 MB | FP16 | NPU | Use Export Script |
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+ | QuickSRNetSmall | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN | 0.932 ms | 0 - 0 MB | FP16 | NPU | Use Export Script |
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+ | QuickSRNetSmall | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 1.455 ms | 8 - 8 MB | FP16 | NPU | [QuickSRNetSmall.onnx](https://huggingface.co/qualcomm/QuickSRNetSmall/blob/main/QuickSRNetSmall.onnx) |
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  QuickSRNetSmall
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  Device : Samsung Galaxy S23 (13)
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  Runtime : TFLITE
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+ Estimated inference time (ms) : 2.1
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+ Estimated peak memory usage (MB): [2, 6]
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  Total # Ops : 11
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  Compute Unit(s) : NPU (8 ops) CPU (3 ops)
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  ```