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@@ -34,28 +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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- | ESRGAN | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | TFLITE | 63.297 ms | 0 - 3 MB | FP16 | NPU | [ESRGAN.tflite](https://huggingface.co/qualcomm/ESRGAN/blob/main/ESRGAN.tflite) |
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- | ESRGAN | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | QNN | 69.048 ms | 0 - 115 MB | FP16 | NPU | [ESRGAN.so](https://huggingface.co/qualcomm/ESRGAN/blob/main/ESRGAN.so) |
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- | ESRGAN | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | ONNX | 68.304 ms | 0 - 43 MB | FP16 | NPU | [ESRGAN.onnx](https://huggingface.co/qualcomm/ESRGAN/blob/main/ESRGAN.onnx) |
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- | ESRGAN | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | TFLITE | 51.138 ms | 3 - 664 MB | FP16 | NPU | [ESRGAN.tflite](https://huggingface.co/qualcomm/ESRGAN/blob/main/ESRGAN.tflite) |
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- | ESRGAN | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | QNN | 49.447 ms | 0 - 107 MB | FP16 | NPU | [ESRGAN.so](https://huggingface.co/qualcomm/ESRGAN/blob/main/ESRGAN.so) |
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- | ESRGAN | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | ONNX | 49.831 ms | 7 - 697 MB | FP16 | NPU | [ESRGAN.onnx](https://huggingface.co/qualcomm/ESRGAN/blob/main/ESRGAN.onnx) |
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- | ESRGAN | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | TFLITE | 37.614 ms | 3 - 183 MB | FP16 | NPU | [ESRGAN.tflite](https://huggingface.co/qualcomm/ESRGAN/blob/main/ESRGAN.tflite) |
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- | ESRGAN | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | QNN | 42.528 ms | 0 - 129 MB | FP16 | NPU | Use Export Script |
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- | ESRGAN | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | ONNX | 43.074 ms | 0 - 176 MB | FP16 | NPU | [ESRGAN.onnx](https://huggingface.co/qualcomm/ESRGAN/blob/main/ESRGAN.onnx) |
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- | ESRGAN | QCS8550 (Proxy) | QCS8550 Proxy | TFLITE | 61.566 ms | 3 - 5 MB | FP16 | NPU | [ESRGAN.tflite](https://huggingface.co/qualcomm/ESRGAN/blob/main/ESRGAN.tflite) |
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- | ESRGAN | QCS8550 (Proxy) | QCS8550 Proxy | QNN | 62.441 ms | 0 - 1 MB | FP16 | NPU | Use Export Script |
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- | ESRGAN | SA8255 (Proxy) | SA8255P Proxy | TFLITE | 70.216 ms | 3 - 6 MB | FP16 | NPU | [ESRGAN.tflite](https://huggingface.co/qualcomm/ESRGAN/blob/main/ESRGAN.tflite) |
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- | ESRGAN | SA8255 (Proxy) | SA8255P Proxy | QNN | 66.069 ms | 0 - 2 MB | FP16 | NPU | Use Export Script |
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- | ESRGAN | SA8775 (Proxy) | SA8775P Proxy | TFLITE | 61.429 ms | 3 - 7 MB | FP16 | NPU | [ESRGAN.tflite](https://huggingface.co/qualcomm/ESRGAN/blob/main/ESRGAN.tflite) |
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- | ESRGAN | SA8775 (Proxy) | SA8775P Proxy | QNN | 63.91 ms | 0 - 2 MB | FP16 | NPU | Use Export Script |
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- | ESRGAN | SA8650 (Proxy) | SA8650P Proxy | TFLITE | 64.534 ms | 3 - 5 MB | FP16 | NPU | [ESRGAN.tflite](https://huggingface.co/qualcomm/ESRGAN/blob/main/ESRGAN.tflite) |
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- | ESRGAN | SA8650 (Proxy) | SA8650P Proxy | QNN | 63.299 ms | 0 - 2 MB | FP16 | NPU | Use Export Script |
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- | ESRGAN | SA8295P ADP | SA8295P | TFLITE | 112.067 ms | 3 - 170 MB | FP16 | NPU | [ESRGAN.tflite](https://huggingface.co/qualcomm/ESRGAN/blob/main/ESRGAN.tflite) |
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- | ESRGAN | SA8295P ADP | SA8295P | QNN | 111.027 ms | 0 - 6 MB | FP16 | NPU | Use Export Script |
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- | ESRGAN | QCS8450 (Proxy) | QCS8450 Proxy | TFLITE | 153.233 ms | 0 - 618 MB | FP16 | NPU | [ESRGAN.tflite](https://huggingface.co/qualcomm/ESRGAN/blob/main/ESRGAN.tflite) |
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- | ESRGAN | QCS8450 (Proxy) | QCS8450 Proxy | QNN | 136.076 ms | 0 - 88 MB | FP16 | NPU | Use Export Script |
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- | ESRGAN | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 65.618 ms | 38 - 38 MB | FP16 | NPU | [ESRGAN.onnx](https://huggingface.co/qualcomm/ESRGAN/blob/main/ESRGAN.onnx) |
 
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@@ -119,8 +120,8 @@ Profiling Results
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  ESRGAN
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  Device : Samsung Galaxy S23 (13)
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  Runtime : TFLITE
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- Estimated inference time (ms) : 63.3
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- Estimated peak memory usage (MB): [0, 3]
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  Total # Ops : 1024
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  Compute Unit(s) : NPU (1024 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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+ | ESRGAN | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | TFLITE | 65.917 ms | 3 - 6 MB | FP16 | NPU | [ESRGAN.tflite](https://huggingface.co/qualcomm/ESRGAN/blob/main/ESRGAN.tflite) |
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+ | ESRGAN | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | QNN | 70.267 ms | 0 - 215 MB | FP16 | NPU | [ESRGAN.so](https://huggingface.co/qualcomm/ESRGAN/blob/main/ESRGAN.so) |
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+ | ESRGAN | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | ONNX | 71.498 ms | 0 - 42 MB | FP16 | NPU | [ESRGAN.onnx](https://huggingface.co/qualcomm/ESRGAN/blob/main/ESRGAN.onnx) |
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+ | ESRGAN | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | TFLITE | 48.914 ms | 3 - 662 MB | FP16 | NPU | [ESRGAN.tflite](https://huggingface.co/qualcomm/ESRGAN/blob/main/ESRGAN.tflite) |
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+ | ESRGAN | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | QNN | 50.782 ms | 0 - 108 MB | FP16 | NPU | [ESRGAN.so](https://huggingface.co/qualcomm/ESRGAN/blob/main/ESRGAN.so) |
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+ | ESRGAN | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | ONNX | 52.531 ms | 6 - 696 MB | FP16 | NPU | [ESRGAN.onnx](https://huggingface.co/qualcomm/ESRGAN/blob/main/ESRGAN.onnx) |
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+ | ESRGAN | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | TFLITE | 37.71 ms | 3 - 183 MB | FP16 | NPU | [ESRGAN.tflite](https://huggingface.co/qualcomm/ESRGAN/blob/main/ESRGAN.tflite) |
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+ | ESRGAN | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | QNN | 42.47 ms | 0 - 128 MB | FP16 | NPU | Use Export Script |
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+ | ESRGAN | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | ONNX | 43.058 ms | 6 - 183 MB | FP16 | NPU | [ESRGAN.onnx](https://huggingface.co/qualcomm/ESRGAN/blob/main/ESRGAN.onnx) |
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+ | ESRGAN | QCS8550 (Proxy) | QCS8550 Proxy | TFLITE | 63.196 ms | 3 - 6 MB | FP16 | NPU | [ESRGAN.tflite](https://huggingface.co/qualcomm/ESRGAN/blob/main/ESRGAN.tflite) |
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+ | ESRGAN | QCS8550 (Proxy) | QCS8550 Proxy | QNN | 64.385 ms | 0 - 2 MB | FP16 | NPU | Use Export Script |
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+ | ESRGAN | SA8255 (Proxy) | SA8255P Proxy | TFLITE | 67.89 ms | 3 - 5 MB | FP16 | NPU | [ESRGAN.tflite](https://huggingface.co/qualcomm/ESRGAN/blob/main/ESRGAN.tflite) |
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+ | ESRGAN | SA8255 (Proxy) | SA8255P Proxy | QNN | 62.524 ms | 0 - 2 MB | FP16 | NPU | Use Export Script |
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+ | ESRGAN | SA8775 (Proxy) | SA8775P Proxy | TFLITE | 71.251 ms | 3 - 6 MB | FP16 | NPU | [ESRGAN.tflite](https://huggingface.co/qualcomm/ESRGAN/blob/main/ESRGAN.tflite) |
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+ | ESRGAN | SA8775 (Proxy) | SA8775P Proxy | QNN | 63.428 ms | 0 - 1 MB | FP16 | NPU | Use Export Script |
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+ | ESRGAN | SA8650 (Proxy) | SA8650P Proxy | TFLITE | 65.346 ms | 3 - 5 MB | FP16 | NPU | [ESRGAN.tflite](https://huggingface.co/qualcomm/ESRGAN/blob/main/ESRGAN.tflite) |
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+ | ESRGAN | SA8650 (Proxy) | SA8650P Proxy | QNN | 63.333 ms | 0 - 2 MB | FP16 | NPU | Use Export Script |
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+ | ESRGAN | SA8295P ADP | SA8295P | TFLITE | 112.057 ms | 3 - 170 MB | FP16 | NPU | [ESRGAN.tflite](https://huggingface.co/qualcomm/ESRGAN/blob/main/ESRGAN.tflite) |
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+ | ESRGAN | SA8295P ADP | SA8295P | QNN | 111.03 ms | 0 - 6 MB | FP16 | NPU | Use Export Script |
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+ | ESRGAN | QCS8450 (Proxy) | QCS8450 Proxy | TFLITE | 157.613 ms | 0 - 618 MB | FP16 | NPU | [ESRGAN.tflite](https://huggingface.co/qualcomm/ESRGAN/blob/main/ESRGAN.tflite) |
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+ | ESRGAN | QCS8450 (Proxy) | QCS8450 Proxy | QNN | 128.296 ms | 0 - 85 MB | FP16 | NPU | Use Export Script |
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+ | ESRGAN | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN | 64.877 ms | 0 - 0 MB | FP16 | NPU | Use Export Script |
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+ | ESRGAN | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 65.632 ms | 39 - 39 MB | FP16 | NPU | [ESRGAN.onnx](https://huggingface.co/qualcomm/ESRGAN/blob/main/ESRGAN.onnx) |
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  ESRGAN
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  Device : Samsung Galaxy S23 (13)
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  Runtime : TFLITE
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+ Estimated inference time (ms) : 65.9
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+ Estimated peak memory usage (MB): [3, 6]
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  Total # Ops : 1024
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  Compute Unit(s) : NPU (1024 ops)
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  ```