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@@ -35,67 +35,67 @@ More details on model performance across various devices, can be found
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  | Model | Precision | Device | Chipset | Target Runtime | Inference Time (ms) | Peak Memory Range (MB) | Primary Compute Unit | Target Model
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  |---|---|---|---|---|---|---|---|---|
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- | QuickSRNetMedium | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | TFLITE | 3.88 ms | 6 - 17 MB | NPU | [QuickSRNetMedium.tflite](https://huggingface.co/qualcomm/QuickSRNetMedium/blob/main/QuickSRNetMedium.tflite) |
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- | QuickSRNetMedium | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | QNN | 2.665 ms | 0 - 10 MB | NPU | Use Export Script |
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- | QuickSRNetMedium | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | TFLITE | 2.818 ms | 0 - 23 MB | NPU | [QuickSRNetMedium.tflite](https://huggingface.co/qualcomm/QuickSRNetMedium/blob/main/QuickSRNetMedium.tflite) |
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- | QuickSRNetMedium | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | QNN | 1.262 ms | 0 - 24 MB | NPU | Use Export Script |
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- | QuickSRNetMedium | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | TFLITE | 3.151 ms | 6 - 15 MB | NPU | [QuickSRNetMedium.tflite](https://huggingface.co/qualcomm/QuickSRNetMedium/blob/main/QuickSRNetMedium.tflite) |
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- | QuickSRNetMedium | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN | 0.871 ms | 0 - 2 MB | NPU | Use Export Script |
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- | QuickSRNetMedium | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | TFLITE | 2.19 ms | 0 - 14 MB | NPU | [QuickSRNetMedium.tflite](https://huggingface.co/qualcomm/QuickSRNetMedium/blob/main/QuickSRNetMedium.tflite) |
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- | QuickSRNetMedium | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN | 1.318 ms | 0 - 15 MB | NPU | Use Export Script |
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- | QuickSRNetMedium | float | SA7255P ADP | Qualcomm® SA7255P | TFLITE | 3.88 ms | 6 - 17 MB | NPU | [QuickSRNetMedium.tflite](https://huggingface.co/qualcomm/QuickSRNetMedium/blob/main/QuickSRNetMedium.tflite) |
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- | QuickSRNetMedium | float | SA7255P ADP | Qualcomm® SA7255P | QNN | 2.665 ms | 0 - 10 MB | NPU | Use Export Script |
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- | QuickSRNetMedium | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | TFLITE | 1.394 ms | 0 - 9 MB | NPU | [QuickSRNetMedium.tflite](https://huggingface.co/qualcomm/QuickSRNetMedium/blob/main/QuickSRNetMedium.tflite) |
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- | QuickSRNetMedium | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | QNN | 0.846 ms | 0 - 4 MB | NPU | Use Export Script |
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- | QuickSRNetMedium | float | SA8295P ADP | Qualcomm® SA8295P | TFLITE | 2.107 ms | 0 - 16 MB | NPU | [QuickSRNetMedium.tflite](https://huggingface.co/qualcomm/QuickSRNetMedium/blob/main/QuickSRNetMedium.tflite) |
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- | QuickSRNetMedium | float | SA8295P ADP | Qualcomm® SA8295P | QNN | 1.434 ms | 0 - 19 MB | NPU | Use Export Script |
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- | QuickSRNetMedium | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | TFLITE | 1.697 ms | 0 - 9 MB | NPU | [QuickSRNetMedium.tflite](https://huggingface.co/qualcomm/QuickSRNetMedium/blob/main/QuickSRNetMedium.tflite) |
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- | QuickSRNetMedium | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | QNN | 0.914 ms | 0 - 3 MB | NPU | Use Export Script |
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- | QuickSRNetMedium | float | SA8775P ADP | Qualcomm® SA8775P | TFLITE | 2.19 ms | 0 - 14 MB | NPU | [QuickSRNetMedium.tflite](https://huggingface.co/qualcomm/QuickSRNetMedium/blob/main/QuickSRNetMedium.tflite) |
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- | QuickSRNetMedium | float | SA8775P ADP | Qualcomm® SA8775P | QNN | 1.318 ms | 0 - 15 MB | NPU | Use Export Script |
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- | QuickSRNetMedium | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | TFLITE | 1.423 ms | 0 - 10 MB | NPU | [QuickSRNetMedium.tflite](https://huggingface.co/qualcomm/QuickSRNetMedium/blob/main/QuickSRNetMedium.tflite) |
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- | QuickSRNetMedium | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | QNN | 0.863 ms | 0 - 6 MB | NPU | Use Export Script |
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- | QuickSRNetMedium | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | ONNX | 1.492 ms | 0 - 4 MB | NPU | [QuickSRNetMedium.onnx](https://huggingface.co/qualcomm/QuickSRNetMedium/blob/main/QuickSRNetMedium.onnx) |
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- | QuickSRNetMedium | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | TFLITE | 0.849 ms | 0 - 20 MB | NPU | [QuickSRNetMedium.tflite](https://huggingface.co/qualcomm/QuickSRNetMedium/blob/main/QuickSRNetMedium.tflite) |
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- | QuickSRNetMedium | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN | 0.502 ms | 58 - 80 MB | NPU | Use Export Script |
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- | QuickSRNetMedium | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 0.946 ms | 0 - 25 MB | NPU | [QuickSRNetMedium.onnx](https://huggingface.co/qualcomm/QuickSRNetMedium/blob/main/QuickSRNetMedium.onnx) |
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- | QuickSRNetMedium | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | TFLITE | 1.163 ms | 0 - 16 MB | NPU | [QuickSRNetMedium.tflite](https://huggingface.co/qualcomm/QuickSRNetMedium/blob/main/QuickSRNetMedium.tflite) |
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- | QuickSRNetMedium | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | QNN | 0.477 ms | 0 - 19 MB | NPU | Use Export Script |
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- | QuickSRNetMedium | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | ONNX | 0.875 ms | 0 - 16 MB | NPU | [QuickSRNetMedium.onnx](https://huggingface.co/qualcomm/QuickSRNetMedium/blob/main/QuickSRNetMedium.onnx) |
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- | QuickSRNetMedium | float | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN | 0.962 ms | 0 - 0 MB | NPU | Use Export Script |
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- | QuickSRNetMedium | float | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 1.386 ms | 8 - 8 MB | NPU | [QuickSRNetMedium.onnx](https://huggingface.co/qualcomm/QuickSRNetMedium/blob/main/QuickSRNetMedium.onnx) |
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- | QuickSRNetMedium | w8a8 | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | TFLITE | 4.001 ms | 0 - 11 MB | NPU | [QuickSRNetMedium.tflite](https://huggingface.co/qualcomm/QuickSRNetMedium/blob/main/QuickSRNetMedium_w8a8.tflite) |
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- | QuickSRNetMedium | w8a8 | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | QNN | 0.869 ms | 0 - 10 MB | NPU | Use Export Script |
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- | QuickSRNetMedium | w8a8 | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | TFLITE | 3.513 ms | 2 - 29 MB | NPU | [QuickSRNetMedium.tflite](https://huggingface.co/qualcomm/QuickSRNetMedium/blob/main/QuickSRNetMedium_w8a8.tflite) |
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- | QuickSRNetMedium | w8a8 | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | QNN | 0.579 ms | 0 - 25 MB | NPU | Use Export Script |
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- | QuickSRNetMedium | w8a8 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | TFLITE | 1.097 ms | 0 - 7 MB | NPU | [QuickSRNetMedium.tflite](https://huggingface.co/qualcomm/QuickSRNetMedium/blob/main/QuickSRNetMedium_w8a8.tflite) |
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- | QuickSRNetMedium | w8a8 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN | 0.382 ms | 0 - 2 MB | NPU | Use Export Script |
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- | QuickSRNetMedium | w8a8 | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | TFLITE | 1.827 ms | 0 - 15 MB | NPU | [QuickSRNetMedium.tflite](https://huggingface.co/qualcomm/QuickSRNetMedium/blob/main/QuickSRNetMedium_w8a8.tflite) |
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- | QuickSRNetMedium | w8a8 | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN | 0.564 ms | 0 - 14 MB | NPU | Use Export Script |
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- | QuickSRNetMedium | w8a8 | RB3 Gen 2 (Proxy) | Qualcomm® QCS6490 (Proxy) | TFLITE | 3.465 ms | 1 - 14 MB | NPU | [QuickSRNetMedium.tflite](https://huggingface.co/qualcomm/QuickSRNetMedium/blob/main/QuickSRNetMedium_w8a8.tflite) |
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- | QuickSRNetMedium | w8a8 | RB3 Gen 2 (Proxy) | Qualcomm® QCS6490 (Proxy) | QNN | 0.915 ms | 0 - 12 MB | NPU | Use Export Script |
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- | QuickSRNetMedium | w8a8 | RB5 (Proxy) | Qualcomm® QCS8250 (Proxy) | TFLITE | 12.014 ms | 2 - 4 MB | NPU | [QuickSRNetMedium.tflite](https://huggingface.co/qualcomm/QuickSRNetMedium/blob/main/QuickSRNetMedium_w8a8.tflite) |
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- | QuickSRNetMedium | w8a8 | SA7255P ADP | Qualcomm® SA7255P | TFLITE | 4.001 ms | 0 - 11 MB | NPU | [QuickSRNetMedium.tflite](https://huggingface.co/qualcomm/QuickSRNetMedium/blob/main/QuickSRNetMedium_w8a8.tflite) |
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- | QuickSRNetMedium | w8a8 | SA7255P ADP | Qualcomm® SA7255P | QNN | 0.869 ms | 0 - 10 MB | NPU | Use Export Script |
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- | QuickSRNetMedium | w8a8 | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | TFLITE | 1.123 ms | 0 - 8 MB | NPU | [QuickSRNetMedium.tflite](https://huggingface.co/qualcomm/QuickSRNetMedium/blob/main/QuickSRNetMedium_w8a8.tflite) |
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- | QuickSRNetMedium | w8a8 | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | QNN | 0.378 ms | 0 - 2 MB | NPU | Use Export Script |
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- | QuickSRNetMedium | w8a8 | SA8295P ADP | Qualcomm® SA8295P | TFLITE | 1.935 ms | 2 - 21 MB | NPU | [QuickSRNetMedium.tflite](https://huggingface.co/qualcomm/QuickSRNetMedium/blob/main/QuickSRNetMedium_w8a8.tflite) |
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- | QuickSRNetMedium | w8a8 | SA8295P ADP | Qualcomm® SA8295P | QNN | 0.686 ms | 0 - 18 MB | NPU | Use Export Script |
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- | QuickSRNetMedium | w8a8 | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | TFLITE | 1.119 ms | 0 - 6 MB | NPU | [QuickSRNetMedium.tflite](https://huggingface.co/qualcomm/QuickSRNetMedium/blob/main/QuickSRNetMedium_w8a8.tflite) |
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- | QuickSRNetMedium | w8a8 | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | QNN | 0.383 ms | 0 - 2 MB | NPU | Use Export Script |
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- | QuickSRNetMedium | w8a8 | SA8775P ADP | Qualcomm® SA8775P | TFLITE | 1.827 ms | 0 - 15 MB | NPU | [QuickSRNetMedium.tflite](https://huggingface.co/qualcomm/QuickSRNetMedium/blob/main/QuickSRNetMedium_w8a8.tflite) |
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- | QuickSRNetMedium | w8a8 | SA8775P ADP | Qualcomm® SA8775P | QNN | 0.564 ms | 0 - 14 MB | NPU | Use Export Script |
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- | QuickSRNetMedium | w8a8 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | TFLITE | 1.131 ms | 0 - 4 MB | NPU | [QuickSRNetMedium.tflite](https://huggingface.co/qualcomm/QuickSRNetMedium/blob/main/QuickSRNetMedium_w8a8.tflite) |
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- | QuickSRNetMedium | w8a8 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | QNN | 0.38 ms | 0 - 2 MB | NPU | Use Export Script |
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- | QuickSRNetMedium | w8a8 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | ONNX | 4.905 ms | 13 - 18 MB | NPU | [QuickSRNetMedium.onnx](https://huggingface.co/qualcomm/QuickSRNetMedium/blob/main/QuickSRNetMedium_w8a8.onnx) |
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- | QuickSRNetMedium | w8a8 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | TFLITE | 0.907 ms | 0 - 20 MB | NPU | [QuickSRNetMedium.tflite](https://huggingface.co/qualcomm/QuickSRNetMedium/blob/main/QuickSRNetMedium_w8a8.tflite) |
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  | QuickSRNetMedium | w8a8 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN | 0.227 ms | 0 - 22 MB | NPU | Use Export Script |
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- | QuickSRNetMedium | w8a8 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 3.996 ms | 14 - 30 MB | NPU | [QuickSRNetMedium.onnx](https://huggingface.co/qualcomm/QuickSRNetMedium/blob/main/QuickSRNetMedium_w8a8.onnx) |
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- | QuickSRNetMedium | w8a8 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | TFLITE | 1.262 ms | 0 - 18 MB | NPU | [QuickSRNetMedium.tflite](https://huggingface.co/qualcomm/QuickSRNetMedium/blob/main/QuickSRNetMedium_w8a8.tflite) |
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- | QuickSRNetMedium | w8a8 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | QNN | 0.275 ms | 0 - 17 MB | NPU | Use Export Script |
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- | QuickSRNetMedium | w8a8 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | ONNX | 3.27 ms | 0 - 14 MB | NPU | [QuickSRNetMedium.onnx](https://huggingface.co/qualcomm/QuickSRNetMedium/blob/main/QuickSRNetMedium_w8a8.onnx) |
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  | QuickSRNetMedium | w8a8 | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN | 0.469 ms | 0 - 0 MB | NPU | Use Export Script |
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- | QuickSRNetMedium | w8a8 | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 4.533 ms | 15 - 15 MB | NPU | [QuickSRNetMedium.onnx](https://huggingface.co/qualcomm/QuickSRNetMedium/blob/main/QuickSRNetMedium_w8a8.onnx) |
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@@ -159,8 +159,8 @@ Profiling Results
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  QuickSRNetMedium
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  Device : cs_8275 (ANDROID 14)
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  Runtime : TFLITE
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- Estimated inference time (ms) : 3.9
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- Estimated peak memory usage (MB): [6, 17]
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  Total # Ops : 17
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  Compute Unit(s) : npu (14 ops) gpu (0 ops) cpu (3 ops)
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  ```
 
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  | Model | Precision | Device | Chipset | Target Runtime | Inference Time (ms) | Peak Memory Range (MB) | Primary Compute Unit | Target Model
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  |---|---|---|---|---|---|---|---|---|
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+ | QuickSRNetMedium | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | TFLITE | 5.08 ms | 4 - 13 MB | NPU | [QuickSRNetMedium.tflite](https://huggingface.co/qualcomm/QuickSRNetMedium/blob/main/QuickSRNetMedium.tflite) |
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+ | QuickSRNetMedium | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | QNN | 2.649 ms | 0 - 10 MB | NPU | Use Export Script |
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+ | QuickSRNetMedium | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | TFLITE | 1.995 ms | 6 - 27 MB | NPU | [QuickSRNetMedium.tflite](https://huggingface.co/qualcomm/QuickSRNetMedium/blob/main/QuickSRNetMedium.tflite) |
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+ | QuickSRNetMedium | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | QNN | 1.268 ms | 0 - 19 MB | NPU | Use Export Script |
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+ | QuickSRNetMedium | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | TFLITE | 1.323 ms | 0 - 10 MB | NPU | [QuickSRNetMedium.tflite](https://huggingface.co/qualcomm/QuickSRNetMedium/blob/main/QuickSRNetMedium.tflite) |
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+ | QuickSRNetMedium | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN | 0.854 ms | 0 - 4 MB | NPU | Use Export Script |
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+ | QuickSRNetMedium | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | TFLITE | 2.225 ms | 0 - 14 MB | NPU | [QuickSRNetMedium.tflite](https://huggingface.co/qualcomm/QuickSRNetMedium/blob/main/QuickSRNetMedium.tflite) |
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+ | QuickSRNetMedium | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN | 1.301 ms | 0 - 15 MB | NPU | Use Export Script |
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+ | QuickSRNetMedium | float | SA7255P ADP | Qualcomm® SA7255P | TFLITE | 5.08 ms | 4 - 13 MB | NPU | [QuickSRNetMedium.tflite](https://huggingface.co/qualcomm/QuickSRNetMedium/blob/main/QuickSRNetMedium.tflite) |
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+ | QuickSRNetMedium | float | SA7255P ADP | Qualcomm® SA7255P | QNN | 2.649 ms | 0 - 10 MB | NPU | Use Export Script |
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+ | QuickSRNetMedium | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | TFLITE | 1.389 ms | 0 - 9 MB | NPU | [QuickSRNetMedium.tflite](https://huggingface.co/qualcomm/QuickSRNetMedium/blob/main/QuickSRNetMedium.tflite) |
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+ | QuickSRNetMedium | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | QNN | 0.861 ms | 0 - 2 MB | NPU | Use Export Script |
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+ | QuickSRNetMedium | float | SA8295P ADP | Qualcomm® SA8295P | TFLITE | 4.051 ms | 6 - 23 MB | NPU | [QuickSRNetMedium.tflite](https://huggingface.co/qualcomm/QuickSRNetMedium/blob/main/QuickSRNetMedium.tflite) |
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+ | QuickSRNetMedium | float | SA8295P ADP | Qualcomm® SA8295P | QNN | 1.438 ms | 0 - 20 MB | NPU | Use Export Script |
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+ | QuickSRNetMedium | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | TFLITE | 1.385 ms | 0 - 9 MB | NPU | [QuickSRNetMedium.tflite](https://huggingface.co/qualcomm/QuickSRNetMedium/blob/main/QuickSRNetMedium.tflite) |
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+ | QuickSRNetMedium | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | QNN | 0.858 ms | 0 - 2 MB | NPU | Use Export Script |
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+ | QuickSRNetMedium | float | SA8775P ADP | Qualcomm® SA8775P | TFLITE | 2.225 ms | 0 - 14 MB | NPU | [QuickSRNetMedium.tflite](https://huggingface.co/qualcomm/QuickSRNetMedium/blob/main/QuickSRNetMedium.tflite) |
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+ | QuickSRNetMedium | float | SA8775P ADP | Qualcomm® SA8775P | QNN | 1.301 ms | 0 - 15 MB | NPU | Use Export Script |
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+ | QuickSRNetMedium | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | TFLITE | 1.33 ms | 0 - 9 MB | NPU | [QuickSRNetMedium.tflite](https://huggingface.co/qualcomm/QuickSRNetMedium/blob/main/QuickSRNetMedium.tflite) |
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+ | QuickSRNetMedium | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | QNN | 0.866 ms | 0 - 6 MB | NPU | Use Export Script |
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+ | QuickSRNetMedium | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | ONNX | 1.471 ms | 0 - 7 MB | NPU | [QuickSRNetMedium.onnx](https://huggingface.co/qualcomm/QuickSRNetMedium/blob/main/QuickSRNetMedium.onnx) |
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+ | QuickSRNetMedium | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | TFLITE | 0.853 ms | 0 - 22 MB | NPU | [QuickSRNetMedium.tflite](https://huggingface.co/qualcomm/QuickSRNetMedium/blob/main/QuickSRNetMedium.tflite) |
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+ | QuickSRNetMedium | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN | 0.502 ms | 0 - 23 MB | NPU | Use Export Script |
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+ | QuickSRNetMedium | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 0.942 ms | 0 - 24 MB | NPU | [QuickSRNetMedium.onnx](https://huggingface.co/qualcomm/QuickSRNetMedium/blob/main/QuickSRNetMedium.onnx) |
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+ | QuickSRNetMedium | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | TFLITE | 1.072 ms | 0 - 16 MB | NPU | [QuickSRNetMedium.tflite](https://huggingface.co/qualcomm/QuickSRNetMedium/blob/main/QuickSRNetMedium.tflite) |
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+ | QuickSRNetMedium | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | QNN | 0.717 ms | 0 - 19 MB | NPU | Use Export Script |
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+ | QuickSRNetMedium | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | ONNX | 0.862 ms | 0 - 15 MB | NPU | [QuickSRNetMedium.onnx](https://huggingface.co/qualcomm/QuickSRNetMedium/blob/main/QuickSRNetMedium.onnx) |
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+ | QuickSRNetMedium | float | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN | 0.955 ms | 0 - 0 MB | NPU | Use Export Script |
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+ | QuickSRNetMedium | float | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 1.39 ms | 8 - 8 MB | NPU | [QuickSRNetMedium.onnx](https://huggingface.co/qualcomm/QuickSRNetMedium/blob/main/QuickSRNetMedium.onnx) |
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+ | QuickSRNetMedium | w8a8 | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | TFLITE | 2.533 ms | 0 - 10 MB | NPU | [QuickSRNetMedium.tflite](https://huggingface.co/qualcomm/QuickSRNetMedium/blob/main/QuickSRNetMedium_w8a8.tflite) |
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+ | QuickSRNetMedium | w8a8 | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | QNN | 0.882 ms | 0 - 10 MB | NPU | Use Export Script |
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+ | QuickSRNetMedium | w8a8 | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | TFLITE | 2.707 ms | 2 - 22 MB | NPU | [QuickSRNetMedium.tflite](https://huggingface.co/qualcomm/QuickSRNetMedium/blob/main/QuickSRNetMedium_w8a8.tflite) |
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+ | QuickSRNetMedium | w8a8 | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | QNN | 0.61 ms | 0 - 23 MB | NPU | Use Export Script |
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+ | QuickSRNetMedium | w8a8 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | TFLITE | 1.13 ms | 0 - 7 MB | NPU | [QuickSRNetMedium.tflite](https://huggingface.co/qualcomm/QuickSRNetMedium/blob/main/QuickSRNetMedium_w8a8.tflite) |
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+ | QuickSRNetMedium | w8a8 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN | 0.362 ms | 0 - 3 MB | NPU | Use Export Script |
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+ | QuickSRNetMedium | w8a8 | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | TFLITE | 1.916 ms | 1 - 14 MB | NPU | [QuickSRNetMedium.tflite](https://huggingface.co/qualcomm/QuickSRNetMedium/blob/main/QuickSRNetMedium_w8a8.tflite) |
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+ | QuickSRNetMedium | w8a8 | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN | 0.561 ms | 0 - 15 MB | NPU | Use Export Script |
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+ | QuickSRNetMedium | w8a8 | RB3 Gen 2 (Proxy) | Qualcomm® QCS6490 (Proxy) | TFLITE | 2.509 ms | 0 - 19 MB | NPU | [QuickSRNetMedium.tflite](https://huggingface.co/qualcomm/QuickSRNetMedium/blob/main/QuickSRNetMedium_w8a8.tflite) |
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+ | QuickSRNetMedium | w8a8 | RB3 Gen 2 (Proxy) | Qualcomm® QCS6490 (Proxy) | QNN | 0.91 ms | 0 - 12 MB | NPU | Use Export Script |
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+ | QuickSRNetMedium | w8a8 | RB5 (Proxy) | Qualcomm® QCS8250 (Proxy) | TFLITE | 11.901 ms | 2 - 4 MB | NPU | [QuickSRNetMedium.tflite](https://huggingface.co/qualcomm/QuickSRNetMedium/blob/main/QuickSRNetMedium_w8a8.tflite) |
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+ | QuickSRNetMedium | w8a8 | SA7255P ADP | Qualcomm® SA7255P | TFLITE | 2.533 ms | 0 - 10 MB | NPU | [QuickSRNetMedium.tflite](https://huggingface.co/qualcomm/QuickSRNetMedium/blob/main/QuickSRNetMedium_w8a8.tflite) |
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+ | QuickSRNetMedium | w8a8 | SA7255P ADP | Qualcomm® SA7255P | QNN | 0.882 ms | 0 - 10 MB | NPU | Use Export Script |
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+ | QuickSRNetMedium | w8a8 | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | TFLITE | 1.13 ms | 2 - 7 MB | NPU | [QuickSRNetMedium.tflite](https://huggingface.co/qualcomm/QuickSRNetMedium/blob/main/QuickSRNetMedium_w8a8.tflite) |
81
+ | QuickSRNetMedium | w8a8 | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | QNN | 0.366 ms | 0 - 3 MB | NPU | Use Export Script |
82
+ | QuickSRNetMedium | w8a8 | SA8295P ADP | Qualcomm® SA8295P | TFLITE | 1.777 ms | 0 - 15 MB | NPU | [QuickSRNetMedium.tflite](https://huggingface.co/qualcomm/QuickSRNetMedium/blob/main/QuickSRNetMedium_w8a8.tflite) |
83
+ | QuickSRNetMedium | w8a8 | SA8295P ADP | Qualcomm® SA8295P | QNN | 0.669 ms | 0 - 19 MB | NPU | Use Export Script |
84
+ | QuickSRNetMedium | w8a8 | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | TFLITE | 1.131 ms | 0 - 6 MB | NPU | [QuickSRNetMedium.tflite](https://huggingface.co/qualcomm/QuickSRNetMedium/blob/main/QuickSRNetMedium_w8a8.tflite) |
85
+ | QuickSRNetMedium | w8a8 | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | QNN | 0.364 ms | 0 - 2 MB | NPU | Use Export Script |
86
+ | QuickSRNetMedium | w8a8 | SA8775P ADP | Qualcomm® SA8775P | TFLITE | 1.916 ms | 1 - 14 MB | NPU | [QuickSRNetMedium.tflite](https://huggingface.co/qualcomm/QuickSRNetMedium/blob/main/QuickSRNetMedium_w8a8.tflite) |
87
+ | QuickSRNetMedium | w8a8 | SA8775P ADP | Qualcomm® SA8775P | QNN | 0.561 ms | 0 - 15 MB | NPU | Use Export Script |
88
+ | QuickSRNetMedium | w8a8 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | TFLITE | 1.129 ms | 0 - 6 MB | NPU | [QuickSRNetMedium.tflite](https://huggingface.co/qualcomm/QuickSRNetMedium/blob/main/QuickSRNetMedium_w8a8.tflite) |
89
+ | QuickSRNetMedium | w8a8 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | QNN | 0.379 ms | 0 - 10 MB | NPU | Use Export Script |
90
+ | QuickSRNetMedium | w8a8 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | ONNX | 5.913 ms | 12 - 17 MB | NPU | [QuickSRNetMedium.onnx](https://huggingface.co/qualcomm/QuickSRNetMedium/blob/main/QuickSRNetMedium_w8a8.onnx) |
91
+ | QuickSRNetMedium | w8a8 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | TFLITE | 0.924 ms | 0 - 22 MB | NPU | [QuickSRNetMedium.tflite](https://huggingface.co/qualcomm/QuickSRNetMedium/blob/main/QuickSRNetMedium_w8a8.tflite) |
92
  | QuickSRNetMedium | w8a8 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN | 0.227 ms | 0 - 22 MB | NPU | Use Export Script |
93
+ | QuickSRNetMedium | w8a8 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 4.067 ms | 14 - 33 MB | NPU | [QuickSRNetMedium.onnx](https://huggingface.co/qualcomm/QuickSRNetMedium/blob/main/QuickSRNetMedium_w8a8.onnx) |
94
+ | QuickSRNetMedium | w8a8 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | TFLITE | 1.203 ms | 0 - 17 MB | NPU | [QuickSRNetMedium.tflite](https://huggingface.co/qualcomm/QuickSRNetMedium/blob/main/QuickSRNetMedium_w8a8.tflite) |
95
+ | QuickSRNetMedium | w8a8 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | QNN | 0.278 ms | 0 - 18 MB | NPU | Use Export Script |
96
+ | QuickSRNetMedium | w8a8 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | ONNX | 3.313 ms | 0 - 13 MB | NPU | [QuickSRNetMedium.onnx](https://huggingface.co/qualcomm/QuickSRNetMedium/blob/main/QuickSRNetMedium_w8a8.onnx) |
97
  | QuickSRNetMedium | w8a8 | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN | 0.469 ms | 0 - 0 MB | NPU | Use Export Script |
98
+ | QuickSRNetMedium | w8a8 | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 4.612 ms | 14 - 14 MB | NPU | [QuickSRNetMedium.onnx](https://huggingface.co/qualcomm/QuickSRNetMedium/blob/main/QuickSRNetMedium_w8a8.onnx) |
99
 
100
 
101
 
 
159
  QuickSRNetMedium
160
  Device : cs_8275 (ANDROID 14)
161
  Runtime : TFLITE
162
+ Estimated inference time (ms) : 5.1
163
+ Estimated peak memory usage (MB): [4, 13]
164
  Total # Ops : 17
165
  Compute Unit(s) : npu (14 ops) gpu (0 ops) cpu (3 ops)
166
  ```