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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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- | QuickSRNetSmall | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | TFLITE | 1.314 ms | 0 - 4 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 | 0.845 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 | 1.431 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 | 0.811 ms | 0 - 19 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 | 0.56 ms | 0 - 20 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 | 0.953 ms | 0 - 19 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 | 1.068 ms | 0 - 16 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 | 0.626 ms | 0 - 17 MB | FP16 | NPU | Use Export Script |
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- | QuickSRNetSmall | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | ONNX | 0.796 ms | 4 - 20 MB | FP16 | NPU | [QuickSRNetSmall.onnx](https://huggingface.co/qualcomm/QuickSRNetSmall/blob/main/QuickSRNetSmall.onnx) |
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- | QuickSRNetSmall | SA7255P ADP | SA7255P | TFLITE | 9.95 ms | 6 - 14 MB | FP16 | NPU | [QuickSRNetSmall.tflite](https://huggingface.co/qualcomm/QuickSRNetSmall/blob/main/QuickSRNetSmall.tflite) |
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- | QuickSRNetSmall | SA7255P ADP | SA7255P | QNN | 8.689 ms | 0 - 8 MB | FP16 | NPU | Use Export Script |
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- | QuickSRNetSmall | SA8255 (Proxy) | SA8255P Proxy | TFLITE | 1.312 ms | 0 - 4 MB | FP16 | NPU | [QuickSRNetSmall.tflite](https://huggingface.co/qualcomm/QuickSRNetSmall/blob/main/QuickSRNetSmall.tflite) |
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- | QuickSRNetSmall | SA8255 (Proxy) | SA8255P Proxy | QNN | 0.846 ms | 0 - 3 MB | FP16 | NPU | Use Export Script |
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- | QuickSRNetSmall | SA8295P ADP | SA8295P | TFLITE | 2.036 ms | 0 - 11 MB | FP16 | NPU | [QuickSRNetSmall.tflite](https://huggingface.co/qualcomm/QuickSRNetSmall/blob/main/QuickSRNetSmall.tflite) |
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- | QuickSRNetSmall | SA8295P ADP | SA8295P | QNN | 1.84 ms | 0 - 13 MB | FP16 | NPU | Use Export Script |
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- | QuickSRNetSmall | SA8650 (Proxy) | SA8650P Proxy | TFLITE | 1.338 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 | 0.873 ms | 0 - 2 MB | FP16 | NPU | Use Export Script |
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- | QuickSRNetSmall | SA8775P ADP | SA8775P | TFLITE | 2.319 ms | 0 - 8 MB | FP16 | NPU | [QuickSRNetSmall.tflite](https://huggingface.co/qualcomm/QuickSRNetSmall/blob/main/QuickSRNetSmall.tflite) |
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- | QuickSRNetSmall | SA8775P ADP | SA8775P | QNN | 1.671 ms | 0 - 7 MB | FP16 | NPU | Use Export Script |
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- | QuickSRNetSmall | QCS8275 (Proxy) | QCS8275 Proxy | TFLITE | 9.95 ms | 6 - 14 MB | FP16 | NPU | [QuickSRNetSmall.tflite](https://huggingface.co/qualcomm/QuickSRNetSmall/blob/main/QuickSRNetSmall.tflite) |
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- | QuickSRNetSmall | QCS8275 (Proxy) | QCS8275 Proxy | QNN | 8.689 ms | 0 - 8 MB | FP16 | NPU | Use Export Script |
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- | QuickSRNetSmall | QCS8550 (Proxy) | QCS8550 Proxy | TFLITE | 1.307 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 | 0.873 ms | 0 - 2 MB | FP16 | NPU | Use Export Script |
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- | QuickSRNetSmall | QCS9075 (Proxy) | QCS9075 Proxy | TFLITE | 2.319 ms | 0 - 8 MB | FP16 | NPU | [QuickSRNetSmall.tflite](https://huggingface.co/qualcomm/QuickSRNetSmall/blob/main/QuickSRNetSmall.tflite) |
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- | QuickSRNetSmall | QCS9075 (Proxy) | QCS9075 Proxy | QNN | 1.671 ms | 0 - 7 MB | FP16 | NPU | Use Export Script |
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- | QuickSRNetSmall | QCS8450 (Proxy) | QCS8450 Proxy | TFLITE | 2.127 ms | 0 - 22 MB | FP16 | NPU | [QuickSRNetSmall.tflite](https://huggingface.co/qualcomm/QuickSRNetSmall/blob/main/QuickSRNetSmall.tflite) |
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- | QuickSRNetSmall | QCS8450 (Proxy) | QCS8450 Proxy | QNN | 1.209 ms | 0 - 14 MB | FP16 | NPU | Use Export Script |
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- | QuickSRNetSmall | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN | 0.967 ms | 0 - 0 MB | FP16 | NPU | Use Export Script |
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- | QuickSRNetSmall | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 1.461 ms | 8 - 8 MB | FP16 | NPU | [QuickSRNetSmall.onnx](https://huggingface.co/qualcomm/QuickSRNetSmall/blob/main/QuickSRNetSmall.onnx) |
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@@ -127,7 +127,7 @@ 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, 4]
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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 | 1.291 ms | 0 - 3 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 | 0.77 ms | 0 - 2 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 | 1.451 ms | 0 - 3 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 | 0.813 ms | 0 - 20 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 | 0.454 ms | 0 - 18 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 | 0.845 ms | 0 - 25 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 | 1.08 ms | 0 - 16 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 | 0.619 ms | 0 - 16 MB | FP16 | NPU | Use Export Script |
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+ | QuickSRNetSmall | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | ONNX | 0.866 ms | 0 - 16 MB | FP16 | NPU | [QuickSRNetSmall.onnx](https://huggingface.co/qualcomm/QuickSRNetSmall/blob/main/QuickSRNetSmall.onnx) |
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+ | QuickSRNetSmall | SA7255P ADP | SA7255P | TFLITE | 10.926 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 | 8.387 ms | 0 - 9 MB | FP16 | NPU | Use Export Script |
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+ | QuickSRNetSmall | SA8255 (Proxy) | SA8255P Proxy | TFLITE | 1.375 ms | 0 - 3 MB | FP16 | NPU | [QuickSRNetSmall.tflite](https://huggingface.co/qualcomm/QuickSRNetSmall/blob/main/QuickSRNetSmall.tflite) |
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+ | QuickSRNetSmall | SA8255 (Proxy) | SA8255P Proxy | QNN | 0.784 ms | 0 - 3 MB | FP16 | NPU | Use Export Script |
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+ | QuickSRNetSmall | SA8295P ADP | SA8295P | TFLITE | 3.939 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 | 1.27 ms | 0 - 14 MB | FP16 | NPU | Use Export Script |
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+ | QuickSRNetSmall | SA8650 (Proxy) | SA8650P Proxy | TFLITE | 1.387 ms | 0 - 3 MB | FP16 | NPU | [QuickSRNetSmall.tflite](https://huggingface.co/qualcomm/QuickSRNetSmall/blob/main/QuickSRNetSmall.tflite) |
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+ | QuickSRNetSmall | SA8650 (Proxy) | SA8650P Proxy | QNN | 0.771 ms | 0 - 3 MB | FP16 | NPU | Use Export Script |
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+ | QuickSRNetSmall | SA8775P ADP | SA8775P | TFLITE | 2.321 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 | 1.346 ms | 0 - 10 MB | FP16 | NPU | Use Export Script |
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+ | QuickSRNetSmall | QCS8275 (Proxy) | QCS8275 Proxy | TFLITE | 10.926 ms | 6 - 15 MB | FP16 | NPU | [QuickSRNetSmall.tflite](https://huggingface.co/qualcomm/QuickSRNetSmall/blob/main/QuickSRNetSmall.tflite) |
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+ | QuickSRNetSmall | QCS8275 (Proxy) | QCS8275 Proxy | QNN | 8.387 ms | 0 - 9 MB | FP16 | NPU | Use Export Script |
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+ | QuickSRNetSmall | QCS8550 (Proxy) | QCS8550 Proxy | TFLITE | 1.332 ms | 0 - 4 MB | FP16 | NPU | [QuickSRNetSmall.tflite](https://huggingface.co/qualcomm/QuickSRNetSmall/blob/main/QuickSRNetSmall.tflite) |
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+ | QuickSRNetSmall | QCS8550 (Proxy) | QCS8550 Proxy | QNN | 0.766 ms | 0 - 3 MB | FP16 | NPU | Use Export Script |
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+ | QuickSRNetSmall | QCS9075 (Proxy) | QCS9075 Proxy | TFLITE | 2.321 ms | 0 - 10 MB | FP16 | NPU | [QuickSRNetSmall.tflite](https://huggingface.co/qualcomm/QuickSRNetSmall/blob/main/QuickSRNetSmall.tflite) |
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+ | QuickSRNetSmall | QCS9075 (Proxy) | QCS9075 Proxy | QNN | 1.346 ms | 0 - 10 MB | FP16 | NPU | Use Export Script |
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+ | QuickSRNetSmall | QCS8450 (Proxy) | QCS8450 Proxy | TFLITE | 2.415 ms | 0 - 19 MB | FP16 | NPU | [QuickSRNetSmall.tflite](https://huggingface.co/qualcomm/QuickSRNetSmall/blob/main/QuickSRNetSmall.tflite) |
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+ | QuickSRNetSmall | QCS8450 (Proxy) | QCS8450 Proxy | QNN | 0.997 ms | 0 - 16 MB | FP16 | NPU | Use Export Script |
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+ | QuickSRNetSmall | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN | 0.895 ms | 0 - 0 MB | FP16 | NPU | Use Export Script |
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+ | QuickSRNetSmall | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 1.363 ms | 8 - 8 MB | FP16 | NPU | [QuickSRNetSmall.onnx](https://huggingface.co/qualcomm/QuickSRNetSmall/blob/main/QuickSRNetSmall.onnx) |
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  Device : Samsung Galaxy S23 (13)
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  Runtime : TFLITE
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  Estimated inference time (ms) : 1.3
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+ Estimated peak memory usage (MB): [0, 3]
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  Total # Ops : 11
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  Compute Unit(s) : NPU (8 ops) CPU (3 ops)
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  ```