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Real-ESRGAN-General-x4v3

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@@ -34,31 +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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- | Real-ESRGAN-General-x4v3 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | TFLITE | 7.538 ms | 9 - 19 MB | FP16 | NPU | [Real-ESRGAN-General-x4v3.tflite](https://huggingface.co/qualcomm/Real-ESRGAN-General-x4v3/blob/main/Real-ESRGAN-General-x4v3.tflite) |
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- | Real-ESRGAN-General-x4v3 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | QNN | 6.994 ms | 0 - 11 MB | FP16 | NPU | [Real-ESRGAN-General-x4v3.so](https://huggingface.co/qualcomm/Real-ESRGAN-General-x4v3/blob/main/Real-ESRGAN-General-x4v3.so) |
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- | Real-ESRGAN-General-x4v3 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | ONNX | 7.022 ms | 0 - 31 MB | FP16 | NPU | [Real-ESRGAN-General-x4v3.onnx](https://huggingface.co/qualcomm/Real-ESRGAN-General-x4v3/blob/main/Real-ESRGAN-General-x4v3.onnx) |
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- | Real-ESRGAN-General-x4v3 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | TFLITE | 5.356 ms | 9 - 36 MB | FP16 | NPU | [Real-ESRGAN-General-x4v3.tflite](https://huggingface.co/qualcomm/Real-ESRGAN-General-x4v3/blob/main/Real-ESRGAN-General-x4v3.tflite) |
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- | Real-ESRGAN-General-x4v3 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | QNN | 4.917 ms | 0 - 27 MB | FP16 | NPU | [Real-ESRGAN-General-x4v3.so](https://huggingface.co/qualcomm/Real-ESRGAN-General-x4v3/blob/main/Real-ESRGAN-General-x4v3.so) |
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- | Real-ESRGAN-General-x4v3 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | ONNX | 4.985 ms | 3 - 75 MB | FP16 | NPU | [Real-ESRGAN-General-x4v3.onnx](https://huggingface.co/qualcomm/Real-ESRGAN-General-x4v3/blob/main/Real-ESRGAN-General-x4v3.onnx) |
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- | Real-ESRGAN-General-x4v3 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | TFLITE | 4.435 ms | 0 - 23 MB | FP16 | NPU | [Real-ESRGAN-General-x4v3.tflite](https://huggingface.co/qualcomm/Real-ESRGAN-General-x4v3/blob/main/Real-ESRGAN-General-x4v3.tflite) |
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- | Real-ESRGAN-General-x4v3 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | QNN | 4.681 ms | 0 - 24 MB | FP16 | NPU | Use Export Script |
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- | Real-ESRGAN-General-x4v3 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | ONNX | 4.692 ms | 7 - 36 MB | FP16 | NPU | [Real-ESRGAN-General-x4v3.onnx](https://huggingface.co/qualcomm/Real-ESRGAN-General-x4v3/blob/main/Real-ESRGAN-General-x4v3.onnx) |
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- | Real-ESRGAN-General-x4v3 | QCS8550 (Proxy) | QCS8550 Proxy | TFLITE | 7.387 ms | 9 - 14 MB | FP16 | NPU | [Real-ESRGAN-General-x4v3.tflite](https://huggingface.co/qualcomm/Real-ESRGAN-General-x4v3/blob/main/Real-ESRGAN-General-x4v3.tflite) |
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- | Real-ESRGAN-General-x4v3 | QCS8550 (Proxy) | QCS8550 Proxy | QNN | 6.237 ms | 0 - 2 MB | FP16 | NPU | Use Export Script |
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- | Real-ESRGAN-General-x4v3 | SA7255P ADP | SA7255P | TFLITE | 243.519 ms | 8 - 30 MB | FP16 | NPU | [Real-ESRGAN-General-x4v3.tflite](https://huggingface.co/qualcomm/Real-ESRGAN-General-x4v3/blob/main/Real-ESRGAN-General-x4v3.tflite) |
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- | Real-ESRGAN-General-x4v3 | SA7255P ADP | SA7255P | QNN | 238.013 ms | 0 - 10 MB | FP16 | NPU | Use Export Script |
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- | Real-ESRGAN-General-x4v3 | SA8255 (Proxy) | SA8255P Proxy | TFLITE | 7.446 ms | 9 - 19 MB | FP16 | NPU | [Real-ESRGAN-General-x4v3.tflite](https://huggingface.co/qualcomm/Real-ESRGAN-General-x4v3/blob/main/Real-ESRGAN-General-x4v3.tflite) |
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- | Real-ESRGAN-General-x4v3 | SA8255 (Proxy) | SA8255P Proxy | QNN | 6.238 ms | 0 - 2 MB | FP16 | NPU | Use Export Script |
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- | Real-ESRGAN-General-x4v3 | SA8295P ADP | SA8295P | TFLITE | 12.287 ms | 9 - 29 MB | FP16 | NPU | [Real-ESRGAN-General-x4v3.tflite](https://huggingface.co/qualcomm/Real-ESRGAN-General-x4v3/blob/main/Real-ESRGAN-General-x4v3.tflite) |
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- | Real-ESRGAN-General-x4v3 | SA8295P ADP | SA8295P | QNN | 10.825 ms | 0 - 6 MB | FP16 | NPU | Use Export Script |
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- | Real-ESRGAN-General-x4v3 | SA8650 (Proxy) | SA8650P Proxy | TFLITE | 7.377 ms | 9 - 19 MB | FP16 | NPU | [Real-ESRGAN-General-x4v3.tflite](https://huggingface.co/qualcomm/Real-ESRGAN-General-x4v3/blob/main/Real-ESRGAN-General-x4v3.tflite) |
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- | Real-ESRGAN-General-x4v3 | SA8650 (Proxy) | SA8650P Proxy | QNN | 6.234 ms | 0 - 1 MB | FP16 | NPU | Use Export Script |
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- | Real-ESRGAN-General-x4v3 | SA8775P ADP | SA8775P | TFLITE | 14.01 ms | 9 - 32 MB | FP16 | NPU | [Real-ESRGAN-General-x4v3.tflite](https://huggingface.co/qualcomm/Real-ESRGAN-General-x4v3/blob/main/Real-ESRGAN-General-x4v3.tflite) |
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- | Real-ESRGAN-General-x4v3 | SA8775P ADP | SA8775P | QNN | 12.122 ms | 0 - 6 MB | FP16 | NPU | Use Export Script |
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- | Real-ESRGAN-General-x4v3 | QCS8450 (Proxy) | QCS8450 Proxy | TFLITE | 11.406 ms | 9 - 40 MB | FP16 | NPU | [Real-ESRGAN-General-x4v3.tflite](https://huggingface.co/qualcomm/Real-ESRGAN-General-x4v3/blob/main/Real-ESRGAN-General-x4v3.tflite) |
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- | Real-ESRGAN-General-x4v3 | QCS8450 (Proxy) | QCS8450 Proxy | QNN | 9.737 ms | 0 - 31 MB | FP16 | NPU | Use Export Script |
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- | Real-ESRGAN-General-x4v3 | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN | 6.71 ms | 0 - 0 MB | FP16 | NPU | Use Export Script |
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- | Real-ESRGAN-General-x4v3 | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 7.825 ms | 8 - 8 MB | FP16 | NPU | [Real-ESRGAN-General-x4v3.onnx](https://huggingface.co/qualcomm/Real-ESRGAN-General-x4v3/blob/main/Real-ESRGAN-General-x4v3.onnx) |
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@@ -123,8 +123,8 @@ Profiling Results
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  Real-ESRGAN-General-x4v3
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  Device : Samsung Galaxy S23 (13)
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  Runtime : TFLITE
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- Estimated inference time (ms) : 7.5
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- Estimated peak memory usage (MB): [9, 19]
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  Total # Ops : 72
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  Compute Unit(s) : NPU (69 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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+ | Real-ESRGAN-General-x4v3 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | TFLITE | 7.371 ms | 9 - 20 MB | FP16 | NPU | [Real-ESRGAN-General-x4v3.tflite](https://huggingface.co/qualcomm/Real-ESRGAN-General-x4v3/blob/main/Real-ESRGAN-General-x4v3.tflite) |
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+ | Real-ESRGAN-General-x4v3 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | QNN | 7.051 ms | 0 - 14 MB | FP16 | NPU | [Real-ESRGAN-General-x4v3.so](https://huggingface.co/qualcomm/Real-ESRGAN-General-x4v3/blob/main/Real-ESRGAN-General-x4v3.so) |
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+ | Real-ESRGAN-General-x4v3 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | ONNX | 6.942 ms | 6 - 20 MB | FP16 | NPU | [Real-ESRGAN-General-x4v3.onnx](https://huggingface.co/qualcomm/Real-ESRGAN-General-x4v3/blob/main/Real-ESRGAN-General-x4v3.onnx) |
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+ | Real-ESRGAN-General-x4v3 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | TFLITE | 5.513 ms | 9 - 41 MB | FP16 | NPU | [Real-ESRGAN-General-x4v3.tflite](https://huggingface.co/qualcomm/Real-ESRGAN-General-x4v3/blob/main/Real-ESRGAN-General-x4v3.tflite) |
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+ | Real-ESRGAN-General-x4v3 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | QNN | 4.924 ms | 0 - 24 MB | FP16 | NPU | [Real-ESRGAN-General-x4v3.so](https://huggingface.co/qualcomm/Real-ESRGAN-General-x4v3/blob/main/Real-ESRGAN-General-x4v3.so) |
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+ | Real-ESRGAN-General-x4v3 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | ONNX | 4.982 ms | 2 - 42 MB | FP16 | NPU | [Real-ESRGAN-General-x4v3.onnx](https://huggingface.co/qualcomm/Real-ESRGAN-General-x4v3/blob/main/Real-ESRGAN-General-x4v3.onnx) |
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+ | Real-ESRGAN-General-x4v3 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | TFLITE | 5.125 ms | 9 - 36 MB | FP16 | NPU | [Real-ESRGAN-General-x4v3.tflite](https://huggingface.co/qualcomm/Real-ESRGAN-General-x4v3/blob/main/Real-ESRGAN-General-x4v3.tflite) |
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+ | Real-ESRGAN-General-x4v3 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | QNN | 3.925 ms | 0 - 25 MB | FP16 | NPU | Use Export Script |
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+ | Real-ESRGAN-General-x4v3 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | ONNX | 4.771 ms | 8 - 40 MB | FP16 | NPU | [Real-ESRGAN-General-x4v3.onnx](https://huggingface.co/qualcomm/Real-ESRGAN-General-x4v3/blob/main/Real-ESRGAN-General-x4v3.onnx) |
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+ | Real-ESRGAN-General-x4v3 | QCS8550 (Proxy) | QCS8550 Proxy | TFLITE | 7.216 ms | 9 - 21 MB | FP16 | NPU | [Real-ESRGAN-General-x4v3.tflite](https://huggingface.co/qualcomm/Real-ESRGAN-General-x4v3/blob/main/Real-ESRGAN-General-x4v3.tflite) |
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+ | Real-ESRGAN-General-x4v3 | QCS8550 (Proxy) | QCS8550 Proxy | QNN | 6.265 ms | 0 - 3 MB | FP16 | NPU | Use Export Script |
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+ | Real-ESRGAN-General-x4v3 | SA7255P ADP | SA7255P | TFLITE | 243.694 ms | 9 - 28 MB | FP16 | NPU | [Real-ESRGAN-General-x4v3.tflite](https://huggingface.co/qualcomm/Real-ESRGAN-General-x4v3/blob/main/Real-ESRGAN-General-x4v3.tflite) |
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+ | Real-ESRGAN-General-x4v3 | SA7255P ADP | SA7255P | QNN | 237.937 ms | 0 - 9 MB | FP16 | NPU | Use Export Script |
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+ | Real-ESRGAN-General-x4v3 | SA8255 (Proxy) | SA8255P Proxy | TFLITE | 7.4 ms | 9 - 20 MB | FP16 | NPU | [Real-ESRGAN-General-x4v3.tflite](https://huggingface.co/qualcomm/Real-ESRGAN-General-x4v3/blob/main/Real-ESRGAN-General-x4v3.tflite) |
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+ | Real-ESRGAN-General-x4v3 | SA8255 (Proxy) | SA8255P Proxy | QNN | 6.271 ms | 0 - 3 MB | FP16 | NPU | Use Export Script |
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+ | Real-ESRGAN-General-x4v3 | SA8295P ADP | SA8295P | TFLITE | 12.492 ms | 9 - 37 MB | FP16 | NPU | [Real-ESRGAN-General-x4v3.tflite](https://huggingface.co/qualcomm/Real-ESRGAN-General-x4v3/blob/main/Real-ESRGAN-General-x4v3.tflite) |
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+ | Real-ESRGAN-General-x4v3 | SA8295P ADP | SA8295P | QNN | 11.218 ms | 0 - 15 MB | FP16 | NPU | Use Export Script |
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+ | Real-ESRGAN-General-x4v3 | SA8650 (Proxy) | SA8650P Proxy | TFLITE | 7.447 ms | 9 - 19 MB | FP16 | NPU | [Real-ESRGAN-General-x4v3.tflite](https://huggingface.co/qualcomm/Real-ESRGAN-General-x4v3/blob/main/Real-ESRGAN-General-x4v3.tflite) |
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+ | Real-ESRGAN-General-x4v3 | SA8650 (Proxy) | SA8650P Proxy | QNN | 6.195 ms | 0 - 4 MB | FP16 | NPU | Use Export Script |
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+ | Real-ESRGAN-General-x4v3 | SA8775P ADP | SA8775P | TFLITE | 14.011 ms | 9 - 28 MB | FP16 | NPU | [Real-ESRGAN-General-x4v3.tflite](https://huggingface.co/qualcomm/Real-ESRGAN-General-x4v3/blob/main/Real-ESRGAN-General-x4v3.tflite) |
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+ | Real-ESRGAN-General-x4v3 | SA8775P ADP | SA8775P | QNN | 12.09 ms | 0 - 10 MB | FP16 | NPU | Use Export Script |
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+ | Real-ESRGAN-General-x4v3 | QCS8450 (Proxy) | QCS8450 Proxy | TFLITE | 11.631 ms | 9 - 37 MB | FP16 | NPU | [Real-ESRGAN-General-x4v3.tflite](https://huggingface.co/qualcomm/Real-ESRGAN-General-x4v3/blob/main/Real-ESRGAN-General-x4v3.tflite) |
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+ | Real-ESRGAN-General-x4v3 | QCS8450 (Proxy) | QCS8450 Proxy | QNN | 9.788 ms | 0 - 28 MB | FP16 | NPU | Use Export Script |
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+ | Real-ESRGAN-General-x4v3 | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN | 6.688 ms | 0 - 0 MB | FP16 | NPU | Use Export Script |
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+ | Real-ESRGAN-General-x4v3 | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 8.157 ms | 9 - 9 MB | FP16 | NPU | [Real-ESRGAN-General-x4v3.onnx](https://huggingface.co/qualcomm/Real-ESRGAN-General-x4v3/blob/main/Real-ESRGAN-General-x4v3.onnx) |
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  Real-ESRGAN-General-x4v3
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  Device : Samsung Galaxy S23 (13)
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  Runtime : TFLITE
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+ Estimated inference time (ms) : 7.4
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+ Estimated peak memory usage (MB): [9, 20]
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  Total # Ops : 72
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  Compute Unit(s) : NPU (69 ops) CPU (3 ops)
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  ```