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README.md
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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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| QuickSRNetLarge | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | TFLITE | 2.
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| QuickSRNetLarge | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | QNN | 2.114 ms | 0 - 6 MB | FP16 | NPU | [QuickSRNetLarge.so](https://huggingface.co/qualcomm/QuickSRNetLarge/blob/main/QuickSRNetLarge.so) |
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| QuickSRNetLarge | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | ONNX | 2.
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| QuickSRNetLarge | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | TFLITE | 1.
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| QuickSRNetLarge | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | QNN | 1.
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| QuickSRNetLarge | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | ONNX | 2.
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| QuickSRNetLarge | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | TFLITE |
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| QuickSRNetLarge | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | QNN | 1.
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| QuickSRNetLarge | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | ONNX | 2.
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| QuickSRNetLarge | QCS8550 (Proxy) | QCS8550 Proxy | TFLITE | 2.
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| QuickSRNetLarge | QCS8550 (Proxy) | QCS8550 Proxy | QNN | 2.
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| QuickSRNetLarge | SA7255P ADP | SA7255P | TFLITE | 89.
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| QuickSRNetLarge | SA7255P ADP | SA7255P | QNN | 87.
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| QuickSRNetLarge | SA8255 (Proxy) | SA8255P Proxy | TFLITE | 2.
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| QuickSRNetLarge | SA8255 (Proxy) | SA8255P Proxy | QNN | 2.
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| QuickSRNetLarge | SA8295P ADP | SA8295P | TFLITE | 6.
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| QuickSRNetLarge | SA8295P ADP | SA8295P | QNN | 4.
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| QuickSRNetLarge | SA8650 (Proxy) | SA8650P Proxy | TFLITE | 2.
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| QuickSRNetLarge | SA8650 (Proxy) | SA8650P Proxy | QNN | 2.
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| QuickSRNetLarge | SA8775P ADP | SA8775P | TFLITE | 5.
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| QuickSRNetLarge | SA8775P ADP | SA8775P | QNN | 4.
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| QuickSRNetLarge | QCS8450 (Proxy) | QCS8450 Proxy | TFLITE | 4.
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| QuickSRNetLarge | QCS8450 (Proxy) | QCS8450 Proxy | QNN | 3.
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| QuickSRNetLarge | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN | 2.
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| QuickSRNetLarge | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 2.
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@@ -122,8 +122,8 @@ Profiling Results
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QuickSRNetLarge
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Device : Samsung Galaxy S23 (13)
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Runtime : TFLITE
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Estimated inference time (ms) : 2.
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Estimated peak memory usage (MB): [0,
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Total # Ops : 31
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Compute Unit(s) : NPU (28 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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| QuickSRNetLarge | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | TFLITE | 2.485 ms | 0 - 6 MB | FP16 | NPU | [QuickSRNetLarge.tflite](https://huggingface.co/qualcomm/QuickSRNetLarge/blob/main/QuickSRNetLarge.tflite) |
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| QuickSRNetLarge | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | QNN | 2.114 ms | 0 - 6 MB | FP16 | NPU | [QuickSRNetLarge.so](https://huggingface.co/qualcomm/QuickSRNetLarge/blob/main/QuickSRNetLarge.so) |
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| QuickSRNetLarge | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | ONNX | 2.743 ms | 0 - 7 MB | FP16 | NPU | [QuickSRNetLarge.onnx](https://huggingface.co/qualcomm/QuickSRNetLarge/blob/main/QuickSRNetLarge.onnx) |
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| QuickSRNetLarge | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | TFLITE | 1.69 ms | 0 - 26 MB | FP16 | NPU | [QuickSRNetLarge.tflite](https://huggingface.co/qualcomm/QuickSRNetLarge/blob/main/QuickSRNetLarge.tflite) |
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| QuickSRNetLarge | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | QNN | 1.494 ms | 0 - 22 MB | FP16 | NPU | [QuickSRNetLarge.so](https://huggingface.co/qualcomm/QuickSRNetLarge/blob/main/QuickSRNetLarge.so) |
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| QuickSRNetLarge | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | ONNX | 2.186 ms | 0 - 26 MB | FP16 | NPU | [QuickSRNetLarge.onnx](https://huggingface.co/qualcomm/QuickSRNetLarge/blob/main/QuickSRNetLarge.onnx) |
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| QuickSRNetLarge | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | TFLITE | 2.025 ms | 0 - 19 MB | FP16 | NPU | [QuickSRNetLarge.tflite](https://huggingface.co/qualcomm/QuickSRNetLarge/blob/main/QuickSRNetLarge.tflite) |
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| QuickSRNetLarge | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | QNN | 1.303 ms | 0 - 17 MB | FP16 | NPU | Use Export Script |
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| QuickSRNetLarge | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | ONNX | 2.325 ms | 0 - 18 MB | FP16 | NPU | [QuickSRNetLarge.onnx](https://huggingface.co/qualcomm/QuickSRNetLarge/blob/main/QuickSRNetLarge.onnx) |
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| QuickSRNetLarge | QCS8550 (Proxy) | QCS8550 Proxy | TFLITE | 2.48 ms | 0 - 6 MB | FP16 | NPU | [QuickSRNetLarge.tflite](https://huggingface.co/qualcomm/QuickSRNetLarge/blob/main/QuickSRNetLarge.tflite) |
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| QuickSRNetLarge | QCS8550 (Proxy) | QCS8550 Proxy | QNN | 2.214 ms | 0 - 3 MB | FP16 | NPU | Use Export Script |
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| QuickSRNetLarge | SA7255P ADP | SA7255P | TFLITE | 89.721 ms | 6 - 17 MB | FP16 | NPU | [QuickSRNetLarge.tflite](https://huggingface.co/qualcomm/QuickSRNetLarge/blob/main/QuickSRNetLarge.tflite) |
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| QuickSRNetLarge | SA7255P ADP | SA7255P | QNN | 87.722 ms | 0 - 9 MB | FP16 | NPU | Use Export Script |
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| QuickSRNetLarge | SA8255 (Proxy) | SA8255P Proxy | TFLITE | 2.438 ms | 0 - 5 MB | FP16 | NPU | [QuickSRNetLarge.tflite](https://huggingface.co/qualcomm/QuickSRNetLarge/blob/main/QuickSRNetLarge.tflite) |
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| QuickSRNetLarge | SA8255 (Proxy) | SA8255P Proxy | QNN | 2.227 ms | 0 - 3 MB | FP16 | NPU | Use Export Script |
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| QuickSRNetLarge | SA8295P ADP | SA8295P | TFLITE | 6.676 ms | 6 - 24 MB | FP16 | NPU | [QuickSRNetLarge.tflite](https://huggingface.co/qualcomm/QuickSRNetLarge/blob/main/QuickSRNetLarge.tflite) |
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| QuickSRNetLarge | SA8295P ADP | SA8295P | QNN | 4.133 ms | 0 - 14 MB | FP16 | NPU | Use Export Script |
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| QuickSRNetLarge | SA8650 (Proxy) | SA8650P Proxy | TFLITE | 2.48 ms | 0 - 6 MB | FP16 | NPU | [QuickSRNetLarge.tflite](https://huggingface.co/qualcomm/QuickSRNetLarge/blob/main/QuickSRNetLarge.tflite) |
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| QuickSRNetLarge | SA8650 (Proxy) | SA8650P Proxy | QNN | 2.214 ms | 0 - 3 MB | FP16 | NPU | Use Export Script |
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| QuickSRNetLarge | SA8775P ADP | SA8775P | TFLITE | 5.237 ms | 6 - 17 MB | FP16 | NPU | [QuickSRNetLarge.tflite](https://huggingface.co/qualcomm/QuickSRNetLarge/blob/main/QuickSRNetLarge.tflite) |
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| QuickSRNetLarge | SA8775P ADP | SA8775P | QNN | 4.943 ms | 0 - 10 MB | FP16 | NPU | Use Export Script |
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| QuickSRNetLarge | QCS8450 (Proxy) | QCS8450 Proxy | TFLITE | 4.428 ms | 4 - 22 MB | FP16 | NPU | [QuickSRNetLarge.tflite](https://huggingface.co/qualcomm/QuickSRNetLarge/blob/main/QuickSRNetLarge.tflite) |
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| QuickSRNetLarge | QCS8450 (Proxy) | QCS8450 Proxy | QNN | 3.597 ms | 0 - 16 MB | FP16 | NPU | Use Export Script |
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| QuickSRNetLarge | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN | 2.431 ms | 0 - 0 MB | FP16 | NPU | Use Export Script |
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| QuickSRNetLarge | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 2.687 ms | 8 - 8 MB | FP16 | NPU | [QuickSRNetLarge.onnx](https://huggingface.co/qualcomm/QuickSRNetLarge/blob/main/QuickSRNetLarge.onnx) |
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QuickSRNetLarge
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Device : Samsung Galaxy S23 (13)
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Runtime : TFLITE
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Estimated inference time (ms) : 2.5
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Estimated peak memory usage (MB): [0, 6]
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Total # Ops : 31
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Compute Unit(s) : NPU (28 ops) CPU (3 ops)
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```
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