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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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- | ESRGAN | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | TFLITE | 66.528 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 | 67.6 ms | 0 - 3 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 | 76.337 ms | 0 - 114 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 | 52.055 ms | 3 - 114 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 | 50.399 ms | 0 - 15 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 | 51.529 ms | 4 - 169 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 | 39.174 ms | 3 - 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 | 42.769 ms | 0 - 131 MB | FP16 | NPU | Use Export Script |
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- | ESRGAN | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | ONNX | 43.469 ms | 6 - 134 MB | FP16 | NPU | [ESRGAN.onnx](https://huggingface.co/qualcomm/ESRGAN/blob/main/ESRGAN.onnx) |
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- | ESRGAN | SA7255P ADP | SA7255P | TFLITE | 3548.824 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 | 3549.068 ms | 1 - 8 MB | FP16 | NPU | Use Export Script |
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- | ESRGAN | SA8255 (Proxy) | SA8255P Proxy | TFLITE | 65.225 ms | 0 - 109 MB | FP16 | NPU | [ESRGAN.tflite](https://huggingface.co/qualcomm/ESRGAN/blob/main/ESRGAN.tflite) |
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- | ESRGAN | SA8255 (Proxy) | SA8255P Proxy | QNN | 64.759 ms | 0 - 3 MB | FP16 | NPU | Use Export Script |
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- | ESRGAN | SA8295P ADP | SA8295P | TFLITE | 112.17 ms | 3 - 123 MB | FP16 | NPU | [ESRGAN.tflite](https://huggingface.co/qualcomm/ESRGAN/blob/main/ESRGAN.tflite) |
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- | ESRGAN | SA8295P ADP | SA8295P | QNN | 111.101 ms | 0 - 11 MB | FP16 | NPU | Use Export Script |
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- | ESRGAN | SA8650 (Proxy) | SA8650P Proxy | TFLITE | 66.479 ms | 0 - 118 MB | FP16 | NPU | [ESRGAN.tflite](https://huggingface.co/qualcomm/ESRGAN/blob/main/ESRGAN.tflite) |
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- | ESRGAN | SA8650 (Proxy) | SA8650P Proxy | QNN | 62.835 ms | 0 - 2 MB | FP16 | NPU | Use Export Script |
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- | ESRGAN | SA8775P ADP | SA8775P | TFLITE | 131.583 ms | 3 - 135 MB | FP16 | NPU | [ESRGAN.tflite](https://huggingface.co/qualcomm/ESRGAN/blob/main/ESRGAN.tflite) |
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- | ESRGAN | SA8775P ADP | SA8775P | QNN | 131.037 ms | 0 - 7 MB | FP16 | NPU | Use Export Script |
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- | ESRGAN | QCS8275 (Proxy) | QCS8275 Proxy | TFLITE | 3548.824 ms | 0 - 131 MB | FP16 | NPU | [ESRGAN.tflite](https://huggingface.co/qualcomm/ESRGAN/blob/main/ESRGAN.tflite) |
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- | ESRGAN | QCS8275 (Proxy) | QCS8275 Proxy | QNN | 3549.068 ms | 1 - 8 MB | FP16 | NPU | Use Export Script |
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- | ESRGAN | QCS8550 (Proxy) | QCS8550 Proxy | TFLITE | 63.976 ms | 3 - 43 MB | FP16 | NPU | [ESRGAN.tflite](https://huggingface.co/qualcomm/ESRGAN/blob/main/ESRGAN.tflite) |
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- | ESRGAN | QCS8550 (Proxy) | QCS8550 Proxy | QNN | 65.054 ms | 0 - 3 MB | FP16 | NPU | Use Export Script |
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- | ESRGAN | QCS9075 (Proxy) | QCS9075 Proxy | TFLITE | 131.583 ms | 3 - 135 MB | FP16 | NPU | [ESRGAN.tflite](https://huggingface.co/qualcomm/ESRGAN/blob/main/ESRGAN.tflite) |
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- | ESRGAN | QCS9075 (Proxy) | QCS9075 Proxy | QNN | 131.037 ms | 0 - 7 MB | FP16 | NPU | Use Export Script |
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- | ESRGAN | QCS8450 (Proxy) | QCS8450 Proxy | TFLITE | 133.0 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 | 137.352 ms | 0 - 89 MB | FP16 | NPU | Use Export Script |
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- | ESRGAN | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN | 64.88 ms | 0 - 0 MB | FP16 | NPU | Use Export Script |
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- | ESRGAN | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 65.625 ms | 39 - 39 MB | FP16 | NPU | [ESRGAN.onnx](https://huggingface.co/qualcomm/ESRGAN/blob/main/ESRGAN.onnx) |
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@@ -126,8 +126,8 @@ 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) : 66.5
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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 | 73.589 ms | 3 - 41 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 | 63.339 ms | 0 - 3 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 | 74.467 ms | 0 - 98 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 | 55.721 ms | 3 - 185 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 | 49.294 ms | 0 - 20 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 | 53.812 ms | 6 - 221 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 | 46.447 ms | 3 - 177 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 | 45.828 ms | 0 - 143 MB | FP16 | NPU | Use Export Script |
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+ | ESRGAN | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | ONNX | 47.615 ms | 6 - 156 MB | FP16 | NPU | [ESRGAN.onnx](https://huggingface.co/qualcomm/ESRGAN/blob/main/ESRGAN.onnx) |
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+ | ESRGAN | SA7255P ADP | SA7255P | TFLITE | 3556.57 ms | 0 - 176 MB | FP16 | NPU | [ESRGAN.tflite](https://huggingface.co/qualcomm/ESRGAN/blob/main/ESRGAN.tflite) |
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+ | ESRGAN | SA7255P ADP | SA7255P | QNN | 3547.879 ms | 1 - 10 MB | FP16 | NPU | Use Export Script |
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+ | ESRGAN | SA8255 (Proxy) | SA8255P Proxy | TFLITE | 71.292 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 | 63.167 ms | 0 - 3 MB | FP16 | NPU | Use Export Script |
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+ | ESRGAN | SA8295P ADP | SA8295P | TFLITE | 121.415 ms | 3 - 167 MB | FP16 | NPU | [ESRGAN.tflite](https://huggingface.co/qualcomm/ESRGAN/blob/main/ESRGAN.tflite) |
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+ | ESRGAN | SA8295P ADP | SA8295P | QNN | 111.749 ms | 0 - 15 MB | FP16 | NPU | Use Export Script |
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+ | ESRGAN | SA8650 (Proxy) | SA8650P Proxy | TFLITE | 71.192 ms | 1 - 40 MB | FP16 | NPU | [ESRGAN.tflite](https://huggingface.co/qualcomm/ESRGAN/blob/main/ESRGAN.tflite) |
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+ | ESRGAN | SA8650 (Proxy) | SA8650P Proxy | QNN | 62.78 ms | 0 - 3 MB | FP16 | NPU | Use Export Script |
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+ | ESRGAN | SA8775P ADP | SA8775P | TFLITE | 136.782 ms | 3 - 179 MB | FP16 | NPU | [ESRGAN.tflite](https://huggingface.co/qualcomm/ESRGAN/blob/main/ESRGAN.tflite) |
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+ | ESRGAN | SA8775P ADP | SA8775P | QNN | 130.535 ms | 0 - 10 MB | FP16 | NPU | Use Export Script |
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+ | ESRGAN | QCS8275 (Proxy) | QCS8275 Proxy | TFLITE | 3556.57 ms | 0 - 176 MB | FP16 | NPU | [ESRGAN.tflite](https://huggingface.co/qualcomm/ESRGAN/blob/main/ESRGAN.tflite) |
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+ | ESRGAN | QCS8275 (Proxy) | QCS8275 Proxy | QNN | 3547.879 ms | 1 - 10 MB | FP16 | NPU | Use Export Script |
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+ | ESRGAN | QCS8550 (Proxy) | QCS8550 Proxy | TFLITE | 67.815 ms | 3 - 43 MB | FP16 | NPU | [ESRGAN.tflite](https://huggingface.co/qualcomm/ESRGAN/blob/main/ESRGAN.tflite) |
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+ | ESRGAN | QCS8550 (Proxy) | QCS8550 Proxy | QNN | 62.797 ms | 0 - 3 MB | FP16 | NPU | Use Export Script |
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+ | ESRGAN | QCS9075 (Proxy) | QCS9075 Proxy | TFLITE | 136.782 ms | 3 - 179 MB | FP16 | NPU | [ESRGAN.tflite](https://huggingface.co/qualcomm/ESRGAN/blob/main/ESRGAN.tflite) |
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+ | ESRGAN | QCS9075 (Proxy) | QCS9075 Proxy | QNN | 130.535 ms | 0 - 10 MB | FP16 | NPU | Use Export Script |
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+ | ESRGAN | QCS8450 (Proxy) | QCS8450 Proxy | TFLITE | 133.668 ms | 3 - 172 MB | FP16 | NPU | [ESRGAN.tflite](https://huggingface.co/qualcomm/ESRGAN/blob/main/ESRGAN.tflite) |
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+ | ESRGAN | QCS8450 (Proxy) | QCS8450 Proxy | QNN | 131.701 ms | 0 - 112 MB | FP16 | NPU | Use Export Script |
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+ | ESRGAN | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN | 64.698 ms | 0 - 0 MB | FP16 | NPU | Use Export Script |
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+ | ESRGAN | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 71.196 ms | 38 - 38 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) : 73.6
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+ Estimated peak memory usage (MB): [3, 41]
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  Total # Ops : 1024
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  Compute Unit(s) : NPU (1024 ops)
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  ```