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@@ -34,31 +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 | 64.319 ms | 0 - 111 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 | 68.378 ms | 0 - 37 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 | 70.306 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 | 51.252 ms | 3 - 111 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 | 50.391 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 | 50.782 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 | 38.648 ms | 5 - 136 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 | 42.452 ms | 0 - 129 MB | FP16 | NPU | Use Export Script |
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- | ESRGAN | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | ONNX | 38.208 ms | 7 - 185 MB | FP16 | NPU | [ESRGAN.onnx](https://huggingface.co/qualcomm/ESRGAN/blob/main/ESRGAN.onnx) |
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- | ESRGAN | QCS8550 (Proxy) | QCS8550 Proxy | TFLITE | 67.862 ms | 0 - 118 MB | FP16 | NPU | [ESRGAN.tflite](https://huggingface.co/qualcomm/ESRGAN/blob/main/ESRGAN.tflite) |
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- | ESRGAN | QCS8550 (Proxy) | QCS8550 Proxy | QNN | 63.227 ms | 0 - 2 MB | FP16 | NPU | Use Export Script |
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- | ESRGAN | SA7255P ADP | SA7255P | TFLITE | 3548.975 ms | 0 - 131 MB | FP16 | NPU | [ESRGAN.tflite](https://huggingface.co/qualcomm/ESRGAN/blob/main/ESRGAN.tflite) |
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- | ESRGAN | SA7255P ADP | SA7255P | QNN | 3549.26 ms | 1 - 11 MB | FP16 | NPU | Use Export Script |
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- | ESRGAN | SA8255 (Proxy) | SA8255P Proxy | TFLITE | 68.571 ms | 3 - 42 MB | FP16 | NPU | [ESRGAN.tflite](https://huggingface.co/qualcomm/ESRGAN/blob/main/ESRGAN.tflite) |
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- | ESRGAN | SA8255 (Proxy) | SA8255P Proxy | QNN | 62.687 ms | 0 - 2 MB | FP16 | NPU | Use Export Script |
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- | ESRGAN | SA8295P ADP | SA8295P | TFLITE | 112.178 ms | 3 - 126 MB | FP16 | NPU | [ESRGAN.tflite](https://huggingface.co/qualcomm/ESRGAN/blob/main/ESRGAN.tflite) |
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- | ESRGAN | SA8295P ADP | SA8295P | QNN | 111.087 ms | 3 - 9 MB | FP16 | NPU | Use Export Script |
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- | ESRGAN | SA8650 (Proxy) | SA8650P Proxy | TFLITE | 69.239 ms | 0 - 213 MB | FP16 | NPU | [ESRGAN.tflite](https://huggingface.co/qualcomm/ESRGAN/blob/main/ESRGAN.tflite) |
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- | ESRGAN | SA8650 (Proxy) | SA8650P Proxy | QNN | 63.532 ms | 0 - 2 MB | FP16 | NPU | Use Export Script |
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- | ESRGAN | SA8775P ADP | SA8775P | TFLITE | 131.596 ms | 3 - 136 MB | FP16 | NPU | [ESRGAN.tflite](https://huggingface.co/qualcomm/ESRGAN/blob/main/ESRGAN.tflite) |
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- | ESRGAN | SA8775P ADP | SA8775P | QNN | 131.035 ms | 0 - 6 MB | FP16 | NPU | Use Export Script |
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- | ESRGAN | QCS8450 (Proxy) | QCS8450 Proxy | TFLITE | 134.344 ms | 3 - 107 MB | FP16 | NPU | [ESRGAN.tflite](https://huggingface.co/qualcomm/ESRGAN/blob/main/ESRGAN.tflite) |
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- | ESRGAN | QCS8450 (Proxy) | QCS8450 Proxy | QNN | 122.541 ms | 0 - 87 MB | FP16 | NPU | Use Export Script |
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- | ESRGAN | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN | 64.934 ms | 0 - 0 MB | FP16 | NPU | Use Export Script |
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- | ESRGAN | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 65.674 ms | 39 - 39 MB | FP16 | NPU | [ESRGAN.onnx](https://huggingface.co/qualcomm/ESRGAN/blob/main/ESRGAN.onnx) |
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@@ -122,8 +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) : 64.3
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- Estimated peak memory usage (MB): [0, 111]
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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 | 67.747 ms | 1 - 122 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 | 65.514 ms | 0 - 111 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 | 72.407 ms | 6 - 119 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 | 51.406 ms | 3 - 112 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 | 50.128 ms | 0 - 105 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 | 51.885 ms | 6 - 173 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 | 42.304 ms | 3 - 135 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 | 38.151 ms | 0 - 130 MB | FP16 | NPU | Use Export Script |
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+ | ESRGAN | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | ONNX | 38.676 ms | 6 - 134 MB | FP16 | NPU | [ESRGAN.onnx](https://huggingface.co/qualcomm/ESRGAN/blob/main/ESRGAN.onnx) |
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+ | ESRGAN | QCS8550 (Proxy) | QCS8550 Proxy | TFLITE | 68.975 ms | 0 - 117 MB | FP16 | NPU | [ESRGAN.tflite](https://huggingface.co/qualcomm/ESRGAN/blob/main/ESRGAN.tflite) |
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+ | ESRGAN | QCS8550 (Proxy) | QCS8550 Proxy | QNN | 64.855 ms | 0 - 3 MB | FP16 | NPU | Use Export Script |
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+ | ESRGAN | SA7255P ADP | SA7255P | TFLITE | 3549.015 ms | 0 - 134 MB | FP16 | NPU | [ESRGAN.tflite](https://huggingface.co/qualcomm/ESRGAN/blob/main/ESRGAN.tflite) |
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+ | ESRGAN | SA8255 (Proxy) | SA8255P Proxy | TFLITE | 70.358 ms | 1 - 115 MB | FP16 | NPU | [ESRGAN.tflite](https://huggingface.co/qualcomm/ESRGAN/blob/main/ESRGAN.tflite) |
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+ | ESRGAN | SA8255 (Proxy) | SA8255P Proxy | QNN | 65.555 ms | 0 - 3 MB | FP16 | NPU | Use Export Script |
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+ | ESRGAN | SA8295P ADP | SA8295P | TFLITE | 112.186 ms | 3 - 128 MB | FP16 | NPU | [ESRGAN.tflite](https://huggingface.co/qualcomm/ESRGAN/blob/main/ESRGAN.tflite) |
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+ | ESRGAN | SA8295P ADP | SA8295P | QNN | 111.099 ms | 0 - 15 MB | FP16 | NPU | Use Export Script |
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+ | ESRGAN | SA8650 (Proxy) | SA8650P Proxy | TFLITE | 69.171 ms | 0 - 37 MB | FP16 | NPU | [ESRGAN.tflite](https://huggingface.co/qualcomm/ESRGAN/blob/main/ESRGAN.tflite) |
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+ | ESRGAN | SA8650 (Proxy) | SA8650P Proxy | QNN | 64.685 ms | 0 - 2 MB | FP16 | NPU | Use Export Script |
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+ | ESRGAN | SA8775P ADP | SA8775P | TFLITE | 131.609 ms | 3 - 136 MB | FP16 | NPU | [ESRGAN.tflite](https://huggingface.co/qualcomm/ESRGAN/blob/main/ESRGAN.tflite) |
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+ | ESRGAN | QCS8450 (Proxy) | QCS8450 Proxy | TFLITE | 116.467 ms | 3 - 106 MB | FP16 | NPU | [ESRGAN.tflite](https://huggingface.co/qualcomm/ESRGAN/blob/main/ESRGAN.tflite) |
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+ | ESRGAN | QCS8450 (Proxy) | QCS8450 Proxy | QNN | 123.622 ms | 0 - 86 MB | FP16 | NPU | Use Export Script |
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+ | ESRGAN | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN | 68.455 ms | 0 - 0 MB | FP16 | NPU | Use Export Script |
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+ | ESRGAN | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 65.85 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) : 67.7
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+ Estimated peak memory usage (MB): [1, 122]
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  Total # Ops : 1024
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  Compute Unit(s) : NPU (1024 ops)
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  ```