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Real-ESRGAN-General-x4v3

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@@ -34,29 +34,29 @@ 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 | 7.438 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 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | QNN | 6.294 ms | 0 - 109 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 | 6.761 ms | 8 - 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 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | TFLITE | 5.331 ms | 9 - 71 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 | 4.569 ms | 0 - 17 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 | 4.997 ms | 7 - 76 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 | 4.138 ms | 0 - 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 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | QNN | 4.326 ms | 0 - 18 MB | FP16 | NPU | Use Export Script |
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- | Real-ESRGAN-General-x4v3 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | ONNX | 4.619 ms | 6 - 34 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 | 7.259 ms | 9 - 10 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 | 5.754 ms | 0 - 2 MB | FP16 | NPU | Use Export Script |
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- | Real-ESRGAN-General-x4v3 | SA8255 (Proxy) | SA8255P Proxy | TFLITE | 7.24 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 | SA8255 (Proxy) | SA8255P Proxy | QNN | 5.773 ms | 0 - 2 MB | FP16 | NPU | Use Export Script |
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- | Real-ESRGAN-General-x4v3 | SA8775 (Proxy) | SA8775P Proxy | TFLITE | 7.364 ms | 9 - 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 | SA8775 (Proxy) | SA8775P Proxy | QNN | 5.823 ms | 0 - 1 MB | FP16 | NPU | Use Export Script |
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- | Real-ESRGAN-General-x4v3 | SA8650 (Proxy) | SA8650P Proxy | TFLITE | 7.319 ms | 11 - 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 | 5.77 ms | 0 - 2 MB | FP16 | NPU | Use Export Script |
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- | Real-ESRGAN-General-x4v3 | SA8295P ADP | SA8295P | TFLITE | 13.017 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 | SA8295P ADP | SA8295P | QNN | 10.187 ms | 0 - 6 MB | FP16 | NPU | Use Export Script |
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- | Real-ESRGAN-General-x4v3 | QCS8450 (Proxy) | QCS8450 Proxy | TFLITE | 11.093 ms | 9 - 75 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 | 9.7 ms | 0 - 26 MB | FP16 | NPU | Use Export Script |
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- | Real-ESRGAN-General-x4v3 | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN | 6.196 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 | 7.06 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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@@ -121,8 +121,8 @@ 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) : 7.4
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- Estimated peak memory usage (MB): [9, 14]
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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 | 7.189 ms | 9 - 12 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 | 6.279 ms | 0 - 107 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 | 6.79 ms | 7 - 21 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 | 5.387 ms | 9 - 72 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 | 4.592 ms | 0 - 19 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 | 4.986 ms | 6 - 76 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 | 4.149 ms | 0 - 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 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | QNN | 4.325 ms | 0 - 18 MB | FP16 | NPU | Use Export Script |
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+ | Real-ESRGAN-General-x4v3 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | ONNX | 4.615 ms | 7 - 34 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 | 7.275 ms | 6 - 13 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 | 5.731 ms | 0 - 1 MB | FP16 | NPU | Use Export Script |
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+ | Real-ESRGAN-General-x4v3 | SA8255 (Proxy) | SA8255P Proxy | TFLITE | 7.495 ms | 9 - 13 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 | 5.765 ms | 0 - 4 MB | FP16 | NPU | Use Export Script |
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+ | Real-ESRGAN-General-x4v3 | SA8775 (Proxy) | SA8775P Proxy | TFLITE | 7.34 ms | 9 - 123 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 | SA8775 (Proxy) | SA8775P Proxy | QNN | 5.776 ms | 0 - 2 MB | FP16 | NPU | Use Export Script |
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+ | Real-ESRGAN-General-x4v3 | SA8650 (Proxy) | SA8650P Proxy | TFLITE | 7.297 ms | 9 - 127 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 | 5.777 ms | 0 - 1 MB | FP16 | NPU | Use Export Script |
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+ | Real-ESRGAN-General-x4v3 | SA8295P ADP | SA8295P | TFLITE | 13.044 ms | 9 - 39 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 | 10.256 ms | 0 - 6 MB | FP16 | NPU | Use Export Script |
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+ | Real-ESRGAN-General-x4v3 | QCS8450 (Proxy) | QCS8450 Proxy | TFLITE | 12.381 ms | 9 - 75 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 | 9.701 ms | 0 - 24 MB | FP16 | NPU | Use Export Script |
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+ | Real-ESRGAN-General-x4v3 | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN | 6.201 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 | 7.125 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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  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) : 7.2
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+ Estimated peak memory usage (MB): [9, 12]
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  Total # Ops : 72
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  Compute Unit(s) : NPU (69 ops) CPU (3 ops)
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  ```