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QuickSRNetMedium-Quantized

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@@ -35,38 +35,38 @@ 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 | 1.97 ms | 1 - 7 MB | INT8 | NPU | [QuickSRNetMedium-Quantized.tflite](https://huggingface.co/qualcomm/QuickSRNetMedium-Quantized/blob/main/QuickSRNetMedium.tflite) |
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- | QuickSRNetMedium | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | QNN | 0.375 ms | 0 - 2 MB | INT8 | NPU | [QuickSRNetMedium-Quantized.so](https://huggingface.co/qualcomm/QuickSRNetMedium-Quantized/blob/main/QuickSRNetMedium.so) |
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- | QuickSRNetMedium | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | ONNX | 4.39 ms | 0 - 11 MB | INT8 | NPU | [QuickSRNetMedium-Quantized.onnx](https://huggingface.co/qualcomm/QuickSRNetMedium-Quantized/blob/main/QuickSRNetMedium.onnx) |
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- | QuickSRNetMedium | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | TFLITE | 1.107 ms | 0 - 21 MB | INT8 | NPU | [QuickSRNetMedium-Quantized.tflite](https://huggingface.co/qualcomm/QuickSRNetMedium-Quantized/blob/main/QuickSRNetMedium.tflite) |
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- | QuickSRNetMedium | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | QNN | 0.227 ms | 0 - 18 MB | INT8 | NPU | [QuickSRNetMedium-Quantized.so](https://huggingface.co/qualcomm/QuickSRNetMedium-Quantized/blob/main/QuickSRNetMedium.so) |
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- | QuickSRNetMedium | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | ONNX | 3.809 ms | 14 - 36 MB | INT8 | NPU | [QuickSRNetMedium-Quantized.onnx](https://huggingface.co/qualcomm/QuickSRNetMedium-Quantized/blob/main/QuickSRNetMedium.onnx) |
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- | QuickSRNetMedium | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | TFLITE | 1.25 ms | 0 - 21 MB | INT8 | NPU | [QuickSRNetMedium-Quantized.tflite](https://huggingface.co/qualcomm/QuickSRNetMedium-Quantized/blob/main/QuickSRNetMedium.tflite) |
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- | QuickSRNetMedium | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | QNN | 0.256 ms | 0 - 16 MB | INT8 | NPU | Use Export Script |
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- | QuickSRNetMedium | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | ONNX | 3.433 ms | 13 - 29 MB | INT8 | NPU | [QuickSRNetMedium-Quantized.onnx](https://huggingface.co/qualcomm/QuickSRNetMedium-Quantized/blob/main/QuickSRNetMedium.onnx) |
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- | QuickSRNetMedium | SA7255P ADP | SA7255P | TFLITE | 4.262 ms | 2 - 12 MB | INT8 | NPU | [QuickSRNetMedium-Quantized.tflite](https://huggingface.co/qualcomm/QuickSRNetMedium-Quantized/blob/main/QuickSRNetMedium.tflite) |
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- | QuickSRNetMedium | SA7255P ADP | SA7255P | QNN | 2.287 ms | 0 - 9 MB | INT8 | NPU | Use Export Script |
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- | QuickSRNetMedium | SA8255 (Proxy) | SA8255P Proxy | TFLITE | 1.102 ms | 0 - 6 MB | INT8 | NPU | [QuickSRNetMedium-Quantized.tflite](https://huggingface.co/qualcomm/QuickSRNetMedium-Quantized/blob/main/QuickSRNetMedium.tflite) |
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- | QuickSRNetMedium | SA8255 (Proxy) | SA8255P Proxy | QNN | 0.36 ms | 0 - 2 MB | INT8 | NPU | Use Export Script |
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- | QuickSRNetMedium | SA8295P ADP | SA8295P | TFLITE | 1.861 ms | 0 - 20 MB | INT8 | NPU | [QuickSRNetMedium-Quantized.tflite](https://huggingface.co/qualcomm/QuickSRNetMedium-Quantized/blob/main/QuickSRNetMedium.tflite) |
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- | QuickSRNetMedium | SA8295P ADP | SA8295P | QNN | 0.698 ms | 0 - 18 MB | INT8 | NPU | Use Export Script |
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- | QuickSRNetMedium | SA8650 (Proxy) | SA8650P Proxy | TFLITE | 1.105 ms | 0 - 5 MB | INT8 | NPU | [QuickSRNetMedium-Quantized.tflite](https://huggingface.co/qualcomm/QuickSRNetMedium-Quantized/blob/main/QuickSRNetMedium.tflite) |
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- | QuickSRNetMedium | SA8650 (Proxy) | SA8650P Proxy | QNN | 0.361 ms | 0 - 2 MB | INT8 | NPU | Use Export Script |
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- | QuickSRNetMedium | SA8775P ADP | SA8775P | TFLITE | 2.12 ms | 1 - 11 MB | INT8 | NPU | [QuickSRNetMedium-Quantized.tflite](https://huggingface.co/qualcomm/QuickSRNetMedium-Quantized/blob/main/QuickSRNetMedium.tflite) |
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- | QuickSRNetMedium | SA8775P ADP | SA8775P | QNN | 0.665 ms | 0 - 10 MB | INT8 | NPU | Use Export Script |
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- | QuickSRNetMedium | RB3 Gen 2 (Proxy) | QCS6490 Proxy | TFLITE | 2.24 ms | 0 - 14 MB | INT8 | NPU | [QuickSRNetMedium-Quantized.tflite](https://huggingface.co/qualcomm/QuickSRNetMedium-Quantized/blob/main/QuickSRNetMedium.tflite) |
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- | QuickSRNetMedium | RB3 Gen 2 (Proxy) | QCS6490 Proxy | QNN | 1.03 ms | 0 - 13 MB | INT8 | NPU | Use Export Script |
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- | QuickSRNetMedium | RB5 (Proxy) | QCS8250 Proxy | TFLITE | 12.185 ms | 2 - 4 MB | INT8 | NPU | [QuickSRNetMedium-Quantized.tflite](https://huggingface.co/qualcomm/QuickSRNetMedium-Quantized/blob/main/QuickSRNetMedium.tflite) |
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- | QuickSRNetMedium | QCS8275 (Proxy) | QCS8275 Proxy | TFLITE | 4.262 ms | 2 - 12 MB | INT8 | NPU | [QuickSRNetMedium-Quantized.tflite](https://huggingface.co/qualcomm/QuickSRNetMedium-Quantized/blob/main/QuickSRNetMedium.tflite) |
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- | QuickSRNetMedium | QCS8275 (Proxy) | QCS8275 Proxy | QNN | 2.287 ms | 0 - 9 MB | INT8 | NPU | Use Export Script |
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- | QuickSRNetMedium | QCS8550 (Proxy) | QCS8550 Proxy | TFLITE | 1.302 ms | 0 - 6 MB | INT8 | NPU | [QuickSRNetMedium-Quantized.tflite](https://huggingface.co/qualcomm/QuickSRNetMedium-Quantized/blob/main/QuickSRNetMedium.tflite) |
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- | QuickSRNetMedium | QCS8550 (Proxy) | QCS8550 Proxy | QNN | 0.374 ms | 0 - 11 MB | INT8 | NPU | Use Export Script |
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- | QuickSRNetMedium | QCS9075 (Proxy) | QCS9075 Proxy | TFLITE | 2.12 ms | 1 - 11 MB | INT8 | NPU | [QuickSRNetMedium-Quantized.tflite](https://huggingface.co/qualcomm/QuickSRNetMedium-Quantized/blob/main/QuickSRNetMedium.tflite) |
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- | QuickSRNetMedium | QCS9075 (Proxy) | QCS9075 Proxy | QNN | 0.665 ms | 0 - 10 MB | INT8 | NPU | Use Export Script |
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- | QuickSRNetMedium | QCS8450 (Proxy) | QCS8450 Proxy | TFLITE | 1.693 ms | 2 - 27 MB | INT8 | NPU | [QuickSRNetMedium-Quantized.tflite](https://huggingface.co/qualcomm/QuickSRNetMedium-Quantized/blob/main/QuickSRNetMedium.tflite) |
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- | QuickSRNetMedium | QCS8450 (Proxy) | QCS8450 Proxy | QNN | 0.526 ms | 0 - 19 MB | INT8 | NPU | Use Export Script |
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- | QuickSRNetMedium | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN | 0.469 ms | 0 - 0 MB | INT8 | NPU | Use Export Script |
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- | QuickSRNetMedium | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 4.664 ms | 14 - 14 MB | INT8 | NPU | [QuickSRNetMedium-Quantized.onnx](https://huggingface.co/qualcomm/QuickSRNetMedium-Quantized/blob/main/QuickSRNetMedium.onnx) |
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@@ -130,8 +130,8 @@ 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) : 2.0
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- Estimated peak memory usage (MB): [1, 7]
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  Total # Ops : 19
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  Compute Unit(s) : NPU (16 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 | 1.104 ms | 0 - 6 MB | INT8 | NPU | [QuickSRNetMedium-Quantized.tflite](https://huggingface.co/qualcomm/QuickSRNetMedium-Quantized/blob/main/QuickSRNetMedium.tflite) |
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+ | QuickSRNetMedium | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | QNN | 0.406 ms | 0 - 10 MB | INT8 | NPU | [QuickSRNetMedium-Quantized.so](https://huggingface.co/qualcomm/QuickSRNetMedium-Quantized/blob/main/QuickSRNetMedium.so) |
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+ | QuickSRNetMedium | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | ONNX | 4.674 ms | 11 - 24 MB | INT8 | NPU | [QuickSRNetMedium-Quantized.onnx](https://huggingface.co/qualcomm/QuickSRNetMedium-Quantized/blob/main/QuickSRNetMedium.onnx) |
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+ | QuickSRNetMedium | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | TFLITE | 0.909 ms | 0 - 17 MB | INT8 | NPU | [QuickSRNetMedium-Quantized.tflite](https://huggingface.co/qualcomm/QuickSRNetMedium-Quantized/blob/main/QuickSRNetMedium.tflite) |
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+ | QuickSRNetMedium | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | QNN | 0.247 ms | 0 - 21 MB | INT8 | NPU | [QuickSRNetMedium-Quantized.so](https://huggingface.co/qualcomm/QuickSRNetMedium-Quantized/blob/main/QuickSRNetMedium.so) |
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+ | QuickSRNetMedium | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | ONNX | 3.818 ms | 0 - 17 MB | INT8 | NPU | [QuickSRNetMedium-Quantized.onnx](https://huggingface.co/qualcomm/QuickSRNetMedium-Quantized/blob/main/QuickSRNetMedium.onnx) |
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+ | QuickSRNetMedium | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | TFLITE | 1.173 ms | 0 - 13 MB | INT8 | NPU | [QuickSRNetMedium-Quantized.tflite](https://huggingface.co/qualcomm/QuickSRNetMedium-Quantized/blob/main/QuickSRNetMedium.tflite) |
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+ | QuickSRNetMedium | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | QNN | 0.299 ms | 0 - 15 MB | INT8 | NPU | Use Export Script |
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+ | QuickSRNetMedium | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | ONNX | 3.302 ms | 0 - 17 MB | INT8 | NPU | [QuickSRNetMedium-Quantized.onnx](https://huggingface.co/qualcomm/QuickSRNetMedium-Quantized/blob/main/QuickSRNetMedium.onnx) |
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+ | QuickSRNetMedium | SA7255P ADP | SA7255P | TFLITE | 6.515 ms | 0 - 11 MB | INT8 | NPU | [QuickSRNetMedium-Quantized.tflite](https://huggingface.co/qualcomm/QuickSRNetMedium-Quantized/blob/main/QuickSRNetMedium.tflite) |
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+ | QuickSRNetMedium | SA7255P ADP | SA7255P | QNN | 2.276 ms | 0 - 9 MB | INT8 | NPU | Use Export Script |
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+ | QuickSRNetMedium | SA8255 (Proxy) | SA8255P Proxy | TFLITE | 1.1 ms | 0 - 6 MB | INT8 | NPU | [QuickSRNetMedium-Quantized.tflite](https://huggingface.co/qualcomm/QuickSRNetMedium-Quantized/blob/main/QuickSRNetMedium.tflite) |
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+ | QuickSRNetMedium | SA8255 (Proxy) | SA8255P Proxy | QNN | 0.363 ms | 0 - 2 MB | INT8 | NPU | Use Export Script |
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+ | QuickSRNetMedium | SA8295P ADP | SA8295P | TFLITE | 1.907 ms | 0 - 20 MB | INT8 | NPU | [QuickSRNetMedium-Quantized.tflite](https://huggingface.co/qualcomm/QuickSRNetMedium-Quantized/blob/main/QuickSRNetMedium.tflite) |
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+ | QuickSRNetMedium | SA8295P ADP | SA8295P | QNN | 0.701 ms | 0 - 18 MB | INT8 | NPU | Use Export Script |
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+ | QuickSRNetMedium | SA8650 (Proxy) | SA8650P Proxy | TFLITE | 1.155 ms | 0 - 6 MB | INT8 | NPU | [QuickSRNetMedium-Quantized.tflite](https://huggingface.co/qualcomm/QuickSRNetMedium-Quantized/blob/main/QuickSRNetMedium.tflite) |
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+ | QuickSRNetMedium | SA8650 (Proxy) | SA8650P Proxy | QNN | 0.386 ms | 0 - 3 MB | INT8 | NPU | Use Export Script |
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+ | QuickSRNetMedium | SA8775P ADP | SA8775P | TFLITE | 2.095 ms | 1 - 11 MB | INT8 | NPU | [QuickSRNetMedium-Quantized.tflite](https://huggingface.co/qualcomm/QuickSRNetMedium-Quantized/blob/main/QuickSRNetMedium.tflite) |
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+ | QuickSRNetMedium | SA8775P ADP | SA8775P | QNN | 0.678 ms | 0 - 10 MB | INT8 | NPU | Use Export Script |
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+ | QuickSRNetMedium | RB3 Gen 2 (Proxy) | QCS6490 Proxy | TFLITE | 3.182 ms | 0 - 15 MB | INT8 | NPU | [QuickSRNetMedium-Quantized.tflite](https://huggingface.co/qualcomm/QuickSRNetMedium-Quantized/blob/main/QuickSRNetMedium.tflite) |
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+ | QuickSRNetMedium | RB3 Gen 2 (Proxy) | QCS6490 Proxy | QNN | 0.952 ms | 0 - 14 MB | INT8 | NPU | Use Export Script |
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+ | QuickSRNetMedium | RB5 (Proxy) | QCS8250 Proxy | TFLITE | 13.165 ms | 2 - 4 MB | INT8 | NPU | [QuickSRNetMedium-Quantized.tflite](https://huggingface.co/qualcomm/QuickSRNetMedium-Quantized/blob/main/QuickSRNetMedium.tflite) |
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+ | QuickSRNetMedium | QCS8275 (Proxy) | QCS8275 Proxy | TFLITE | 6.515 ms | 0 - 11 MB | INT8 | NPU | [QuickSRNetMedium-Quantized.tflite](https://huggingface.co/qualcomm/QuickSRNetMedium-Quantized/blob/main/QuickSRNetMedium.tflite) |
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+ | QuickSRNetMedium | QCS8275 (Proxy) | QCS8275 Proxy | QNN | 2.276 ms | 0 - 9 MB | INT8 | NPU | Use Export Script |
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+ | QuickSRNetMedium | QCS8550 (Proxy) | QCS8550 Proxy | TFLITE | 1.177 ms | 0 - 6 MB | INT8 | NPU | [QuickSRNetMedium-Quantized.tflite](https://huggingface.co/qualcomm/QuickSRNetMedium-Quantized/blob/main/QuickSRNetMedium.tflite) |
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+ | QuickSRNetMedium | QCS8550 (Proxy) | QCS8550 Proxy | QNN | 0.361 ms | 0 - 4 MB | INT8 | NPU | Use Export Script |
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+ | QuickSRNetMedium | QCS9075 (Proxy) | QCS9075 Proxy | TFLITE | 2.095 ms | 1 - 11 MB | INT8 | NPU | [QuickSRNetMedium-Quantized.tflite](https://huggingface.co/qualcomm/QuickSRNetMedium-Quantized/blob/main/QuickSRNetMedium.tflite) |
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+ | QuickSRNetMedium | QCS9075 (Proxy) | QCS9075 Proxy | QNN | 0.678 ms | 0 - 10 MB | INT8 | NPU | Use Export Script |
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+ | QuickSRNetMedium | QCS8450 (Proxy) | QCS8450 Proxy | TFLITE | 1.997 ms | 2 - 21 MB | INT8 | NPU | [QuickSRNetMedium-Quantized.tflite](https://huggingface.co/qualcomm/QuickSRNetMedium-Quantized/blob/main/QuickSRNetMedium.tflite) |
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+ | QuickSRNetMedium | QCS8450 (Proxy) | QCS8450 Proxy | QNN | 0.522 ms | 0 - 25 MB | INT8 | NPU | Use Export Script |
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+ | QuickSRNetMedium | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN | 0.455 ms | 0 - 0 MB | INT8 | NPU | Use Export Script |
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+ | QuickSRNetMedium | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 4.602 ms | 15 - 15 MB | INT8 | NPU | [QuickSRNetMedium-Quantized.onnx](https://huggingface.co/qualcomm/QuickSRNetMedium-Quantized/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) : 1.1
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+ Estimated peak memory usage (MB): [0, 6]
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  Total # Ops : 19
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  Compute Unit(s) : NPU (16 ops) CPU (3 ops)
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  ```