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QuickSRNetLarge-Quantized

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@@ -35,38 +35,37 @@ 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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- | QuickSRNetLarge | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | TFLITE | 1.437 ms | 0 - 6 MB | INT8 | NPU | [QuickSRNetLarge-Quantized.tflite](https://huggingface.co/qualcomm/QuickSRNetLarge-Quantized/blob/main/QuickSRNetLarge.tflite) |
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- | QuickSRNetLarge | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | QNN | 0.635 ms | 0 - 3 MB | INT8 | NPU | [QuickSRNetLarge-Quantized.so](https://huggingface.co/qualcomm/QuickSRNetLarge-Quantized/blob/main/QuickSRNetLarge.so) |
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- | QuickSRNetLarge | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | ONNX | 13.94 ms | 18 - 29 MB | INT8 | NPU | [QuickSRNetLarge-Quantized.onnx](https://huggingface.co/qualcomm/QuickSRNetLarge-Quantized/blob/main/QuickSRNetLarge.onnx) |
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- | QuickSRNetLarge | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | TFLITE | 1.131 ms | 0 - 23 MB | INT8 | NPU | [QuickSRNetLarge-Quantized.tflite](https://huggingface.co/qualcomm/QuickSRNetLarge-Quantized/blob/main/QuickSRNetLarge.tflite) |
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- | QuickSRNetLarge | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | QNN | 0.403 ms | 0 - 21 MB | INT8 | NPU | [QuickSRNetLarge-Quantized.so](https://huggingface.co/qualcomm/QuickSRNetLarge-Quantized/blob/main/QuickSRNetLarge.so) |
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- | QuickSRNetLarge | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | ONNX | 11.815 ms | 24 - 47 MB | INT8 | NPU | [QuickSRNetLarge-Quantized.onnx](https://huggingface.co/qualcomm/QuickSRNetLarge-Quantized/blob/main/QuickSRNetLarge.onnx) |
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- | QuickSRNetLarge | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | TFLITE | 1.459 ms | 0 - 16 MB | INT8 | NPU | [QuickSRNetLarge-Quantized.tflite](https://huggingface.co/qualcomm/QuickSRNetLarge-Quantized/blob/main/QuickSRNetLarge.tflite) |
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- | QuickSRNetLarge | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | QNN | 0.431 ms | 0 - 18 MB | INT8 | NPU | Use Export Script |
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- | QuickSRNetLarge | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | ONNX | 10.739 ms | 22 - 43 MB | INT8 | NPU | [QuickSRNetLarge-Quantized.onnx](https://huggingface.co/qualcomm/QuickSRNetLarge-Quantized/blob/main/QuickSRNetLarge.onnx) |
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- | QuickSRNetLarge | SA7255P ADP | SA7255P | TFLITE | 15.864 ms | 2 - 14 MB | INT8 | NPU | [QuickSRNetLarge-Quantized.tflite](https://huggingface.co/qualcomm/QuickSRNetLarge-Quantized/blob/main/QuickSRNetLarge.tflite) |
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- | QuickSRNetLarge | SA7255P ADP | SA7255P | QNN | 11.528 ms | 0 - 9 MB | INT8 | NPU | Use Export Script |
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- | QuickSRNetLarge | SA8255 (Proxy) | SA8255P Proxy | TFLITE | 1.446 ms | 0 - 6 MB | INT8 | NPU | [QuickSRNetLarge-Quantized.tflite](https://huggingface.co/qualcomm/QuickSRNetLarge-Quantized/blob/main/QuickSRNetLarge.tflite) |
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- | QuickSRNetLarge | SA8255 (Proxy) | SA8255P Proxy | QNN | 0.619 ms | 0 - 2 MB | INT8 | NPU | Use Export Script |
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- | QuickSRNetLarge | SA8295P ADP | SA8295P | TFLITE | 4.617 ms | 2 - 20 MB | INT8 | NPU | [QuickSRNetLarge-Quantized.tflite](https://huggingface.co/qualcomm/QuickSRNetLarge-Quantized/blob/main/QuickSRNetLarge.tflite) |
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- | QuickSRNetLarge | SA8295P ADP | SA8295P | QNN | 1.342 ms | 0 - 18 MB | INT8 | NPU | Use Export Script |
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- | QuickSRNetLarge | SA8650 (Proxy) | SA8650P Proxy | TFLITE | 1.505 ms | 0 - 6 MB | INT8 | NPU | [QuickSRNetLarge-Quantized.tflite](https://huggingface.co/qualcomm/QuickSRNetLarge-Quantized/blob/main/QuickSRNetLarge.tflite) |
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- | QuickSRNetLarge | SA8650 (Proxy) | SA8650P Proxy | QNN | 0.616 ms | 0 - 3 MB | INT8 | NPU | Use Export Script |
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- | QuickSRNetLarge | SA8775P ADP | SA8775P | TFLITE | 2.531 ms | 0 - 13 MB | INT8 | NPU | [QuickSRNetLarge-Quantized.tflite](https://huggingface.co/qualcomm/QuickSRNetLarge-Quantized/blob/main/QuickSRNetLarge.tflite) |
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- | QuickSRNetLarge | SA8775P ADP | SA8775P | QNN | 0.988 ms | 0 - 10 MB | INT8 | NPU | Use Export Script |
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- | QuickSRNetLarge | RB3 Gen 2 (Proxy) | QCS6490 Proxy | TFLITE | 4.986 ms | 2 - 23 MB | INT8 | NPU | [QuickSRNetLarge-Quantized.tflite](https://huggingface.co/qualcomm/QuickSRNetLarge-Quantized/blob/main/QuickSRNetLarge.tflite) |
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- | QuickSRNetLarge | RB3 Gen 2 (Proxy) | QCS6490 Proxy | QNN | 3.053 ms | 0 - 12 MB | INT8 | NPU | Use Export Script |
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- | QuickSRNetLarge | RB5 (Proxy) | QCS8250 Proxy | TFLITE | 39.296 ms | 2 - 4 MB | INT8 | NPU | [QuickSRNetLarge-Quantized.tflite](https://huggingface.co/qualcomm/QuickSRNetLarge-Quantized/blob/main/QuickSRNetLarge.tflite) |
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- | QuickSRNetLarge | QCS8275 (Proxy) | QCS8275 Proxy | TFLITE | 15.864 ms | 2 - 14 MB | INT8 | NPU | [QuickSRNetLarge-Quantized.tflite](https://huggingface.co/qualcomm/QuickSRNetLarge-Quantized/blob/main/QuickSRNetLarge.tflite) |
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- | QuickSRNetLarge | QCS8275 (Proxy) | QCS8275 Proxy | QNN | 11.528 ms | 0 - 9 MB | INT8 | NPU | Use Export Script |
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- | QuickSRNetLarge | QCS8550 (Proxy) | QCS8550 Proxy | TFLITE | 1.502 ms | 1 - 7 MB | INT8 | NPU | [QuickSRNetLarge-Quantized.tflite](https://huggingface.co/qualcomm/QuickSRNetLarge-Quantized/blob/main/QuickSRNetLarge.tflite) |
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- | QuickSRNetLarge | QCS8550 (Proxy) | QCS8550 Proxy | QNN | 0.639 ms | 0 - 3 MB | INT8 | NPU | Use Export Script |
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- | QuickSRNetLarge | QCS9075 (Proxy) | QCS9075 Proxy | TFLITE | 2.531 ms | 0 - 13 MB | INT8 | NPU | [QuickSRNetLarge-Quantized.tflite](https://huggingface.co/qualcomm/QuickSRNetLarge-Quantized/blob/main/QuickSRNetLarge.tflite) |
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- | QuickSRNetLarge | QCS9075 (Proxy) | QCS9075 Proxy | QNN | 0.988 ms | 0 - 10 MB | INT8 | NPU | Use Export Script |
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- | QuickSRNetLarge | QCS8450 (Proxy) | QCS8450 Proxy | TFLITE | 2.764 ms | 1 - 25 MB | INT8 | NPU | [QuickSRNetLarge-Quantized.tflite](https://huggingface.co/qualcomm/QuickSRNetLarge-Quantized/blob/main/QuickSRNetLarge.tflite) |
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- | QuickSRNetLarge | QCS8450 (Proxy) | QCS8450 Proxy | QNN | 0.983 ms | 0 - 23 MB | INT8 | NPU | Use Export Script |
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- | QuickSRNetLarge | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN | 0.747 ms | 0 - 0 MB | INT8 | NPU | Use Export Script |
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- | QuickSRNetLarge | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 13.605 ms | 33 - 33 MB | INT8 | NPU | [QuickSRNetLarge-Quantized.onnx](https://huggingface.co/qualcomm/QuickSRNetLarge-Quantized/blob/main/QuickSRNetLarge.onnx) |
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@@ -130,8 +129,8 @@ Profiling Results
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  QuickSRNetLarge
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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, 6]
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  Total # Ops : 33
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  Compute Unit(s) : NPU (30 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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+ | QuickSRNetLarge | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | TFLITE | 1.495 ms | 0 - 5 MB | INT8 | NPU | [QuickSRNetLarge-Quantized.tflite](https://huggingface.co/qualcomm/QuickSRNetLarge-Quantized/blob/main/QuickSRNetLarge.tflite) |
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+ | QuickSRNetLarge | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | QNN | 0.759 ms | 0 - 8 MB | INT8 | NPU | [QuickSRNetLarge-Quantized.so](https://huggingface.co/qualcomm/QuickSRNetLarge-Quantized/blob/main/QuickSRNetLarge.so) |
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+ | QuickSRNetLarge | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | TFLITE | 1.117 ms | 0 - 23 MB | INT8 | NPU | [QuickSRNetLarge-Quantized.tflite](https://huggingface.co/qualcomm/QuickSRNetLarge-Quantized/blob/main/QuickSRNetLarge.tflite) |
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+ | QuickSRNetLarge | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | QNN | 0.517 ms | 0 - 21 MB | INT8 | NPU | [QuickSRNetLarge-Quantized.so](https://huggingface.co/qualcomm/QuickSRNetLarge-Quantized/blob/main/QuickSRNetLarge.so) |
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+ | QuickSRNetLarge | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | ONNX | 12.253 ms | 20 - 46 MB | INT8 | NPU | [QuickSRNetLarge-Quantized.onnx](https://huggingface.co/qualcomm/QuickSRNetLarge-Quantized/blob/main/QuickSRNetLarge.onnx) |
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+ | QuickSRNetLarge | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | TFLITE | 1.618 ms | 1 - 18 MB | INT8 | NPU | [QuickSRNetLarge-Quantized.tflite](https://huggingface.co/qualcomm/QuickSRNetLarge-Quantized/blob/main/QuickSRNetLarge.tflite) |
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+ | QuickSRNetLarge | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | QNN | 0.572 ms | 0 - 19 MB | INT8 | NPU | Use Export Script |
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+ | QuickSRNetLarge | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | ONNX | 10.468 ms | 24 - 46 MB | INT8 | NPU | [QuickSRNetLarge-Quantized.onnx](https://huggingface.co/qualcomm/QuickSRNetLarge-Quantized/blob/main/QuickSRNetLarge.onnx) |
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+ | QuickSRNetLarge | SA7255P ADP | SA7255P | TFLITE | 15.798 ms | 2 - 15 MB | INT8 | NPU | [QuickSRNetLarge-Quantized.tflite](https://huggingface.co/qualcomm/QuickSRNetLarge-Quantized/blob/main/QuickSRNetLarge.tflite) |
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+ | QuickSRNetLarge | SA7255P ADP | SA7255P | QNN | 11.507 ms | 0 - 10 MB | INT8 | NPU | Use Export Script |
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+ | QuickSRNetLarge | SA8255 (Proxy) | SA8255P Proxy | TFLITE | 1.478 ms | 0 - 5 MB | INT8 | NPU | [QuickSRNetLarge-Quantized.tflite](https://huggingface.co/qualcomm/QuickSRNetLarge-Quantized/blob/main/QuickSRNetLarge.tflite) |
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+ | QuickSRNetLarge | SA8255 (Proxy) | SA8255P Proxy | QNN | 0.637 ms | 0 - 3 MB | INT8 | NPU | Use Export Script |
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+ | QuickSRNetLarge | SA8295P ADP | SA8295P | TFLITE | 2.466 ms | 0 - 18 MB | INT8 | NPU | [QuickSRNetLarge-Quantized.tflite](https://huggingface.co/qualcomm/QuickSRNetLarge-Quantized/blob/main/QuickSRNetLarge.tflite) |
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+ | QuickSRNetLarge | SA8295P ADP | SA8295P | QNN | 1.315 ms | 0 - 17 MB | INT8 | NPU | Use Export Script |
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+ | QuickSRNetLarge | SA8650 (Proxy) | SA8650P Proxy | TFLITE | 1.703 ms | 0 - 7 MB | INT8 | NPU | [QuickSRNetLarge-Quantized.tflite](https://huggingface.co/qualcomm/QuickSRNetLarge-Quantized/blob/main/QuickSRNetLarge.tflite) |
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+ | QuickSRNetLarge | SA8650 (Proxy) | SA8650P Proxy | QNN | 0.618 ms | 0 - 2 MB | INT8 | NPU | Use Export Script |
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+ | QuickSRNetLarge | SA8775P ADP | SA8775P | TFLITE | 2.497 ms | 0 - 13 MB | INT8 | NPU | [QuickSRNetLarge-Quantized.tflite](https://huggingface.co/qualcomm/QuickSRNetLarge-Quantized/blob/main/QuickSRNetLarge.tflite) |
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+ | QuickSRNetLarge | SA8775P ADP | SA8775P | QNN | 0.99 ms | 0 - 10 MB | INT8 | NPU | Use Export Script |
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+ | QuickSRNetLarge | RB3 Gen 2 (Proxy) | QCS6490 Proxy | TFLITE | 4.152 ms | 2 - 23 MB | INT8 | NPU | [QuickSRNetLarge-Quantized.tflite](https://huggingface.co/qualcomm/QuickSRNetLarge-Quantized/blob/main/QuickSRNetLarge.tflite) |
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+ | QuickSRNetLarge | RB3 Gen 2 (Proxy) | QCS6490 Proxy | QNN | 2.91 ms | 0 - 14 MB | INT8 | NPU | Use Export Script |
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+ | QuickSRNetLarge | RB5 (Proxy) | QCS8250 Proxy | TFLITE | 40.465 ms | 2 - 13 MB | INT8 | NPU | [QuickSRNetLarge-Quantized.tflite](https://huggingface.co/qualcomm/QuickSRNetLarge-Quantized/blob/main/QuickSRNetLarge.tflite) |
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+ | QuickSRNetLarge | QCS8275 (Proxy) | QCS8275 Proxy | TFLITE | 15.798 ms | 2 - 15 MB | INT8 | NPU | [QuickSRNetLarge-Quantized.tflite](https://huggingface.co/qualcomm/QuickSRNetLarge-Quantized/blob/main/QuickSRNetLarge.tflite) |
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+ | QuickSRNetLarge | QCS8275 (Proxy) | QCS8275 Proxy | QNN | 11.507 ms | 0 - 10 MB | INT8 | NPU | Use Export Script |
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+ | QuickSRNetLarge | QCS8550 (Proxy) | QCS8550 Proxy | TFLITE | 1.426 ms | 0 - 6 MB | INT8 | NPU | [QuickSRNetLarge-Quantized.tflite](https://huggingface.co/qualcomm/QuickSRNetLarge-Quantized/blob/main/QuickSRNetLarge.tflite) |
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+ | QuickSRNetLarge | QCS8550 (Proxy) | QCS8550 Proxy | QNN | 0.622 ms | 0 - 2 MB | INT8 | NPU | Use Export Script |
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+ | QuickSRNetLarge | QCS9075 (Proxy) | QCS9075 Proxy | TFLITE | 2.497 ms | 0 - 13 MB | INT8 | NPU | [QuickSRNetLarge-Quantized.tflite](https://huggingface.co/qualcomm/QuickSRNetLarge-Quantized/blob/main/QuickSRNetLarge.tflite) |
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+ | QuickSRNetLarge | QCS9075 (Proxy) | QCS9075 Proxy | QNN | 0.99 ms | 0 - 10 MB | INT8 | NPU | Use Export Script |
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+ | QuickSRNetLarge | QCS8450 (Proxy) | QCS8450 Proxy | TFLITE | 3.648 ms | 2 - 26 MB | INT8 | NPU | [QuickSRNetLarge-Quantized.tflite](https://huggingface.co/qualcomm/QuickSRNetLarge-Quantized/blob/main/QuickSRNetLarge.tflite) |
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+ | QuickSRNetLarge | QCS8450 (Proxy) | QCS8450 Proxy | QNN | 0.966 ms | 0 - 20 MB | INT8 | NPU | Use Export Script |
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+ | QuickSRNetLarge | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN | 0.727 ms | 0 - 0 MB | INT8 | NPU | Use Export Script |
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+ | QuickSRNetLarge | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 13.474 ms | 33 - 33 MB | INT8 | NPU | [QuickSRNetLarge-Quantized.onnx](https://huggingface.co/qualcomm/QuickSRNetLarge-Quantized/blob/main/QuickSRNetLarge.onnx) |
 
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  QuickSRNetLarge
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  Device : Samsung Galaxy S23 (13)
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  Runtime : TFLITE
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+ Estimated inference time (ms) : 1.5
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+ Estimated peak memory usage (MB): [0, 5]
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  Total # Ops : 33
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  Compute Unit(s) : NPU (30 ops) CPU (3 ops)
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  ```