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README.md
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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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| QuickSRNetLarge | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | TFLITE | 2.
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| QuickSRNetLarge | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | QNN | 2.
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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 | 1.
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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 |
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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 | SA8255 (Proxy) | SA8255P Proxy | TFLITE | 2.
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| QuickSRNetLarge | SA8255 (Proxy) | SA8255P Proxy | QNN | 2.
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| QuickSRNetLarge | SA8775 (Proxy) | SA8775P Proxy | TFLITE | 2.
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| QuickSRNetLarge | SA8775 (Proxy) | SA8775P Proxy | QNN | 2.
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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 | SA8295P ADP | SA8295P | TFLITE | 4.
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| QuickSRNetLarge | SA8295P ADP | SA8295P | 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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Device : Samsung Galaxy S23 (13)
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Runtime : TFLITE
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Estimated inference time (ms) : 2.4
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Estimated peak memory usage (MB): [
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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 | 2.405 ms | 4 - 8 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 | 2.097 ms | 0 - 28 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 | 2.731 ms | 0 - 1 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 | 1.691 ms | 0 - 31 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 | 1.501 ms | 0 - 14 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 | 2.169 ms | 0 - 34 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 | 1.451 ms | 0 - 16 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 | 1.577 ms | 0 - 10 MB | FP16 | NPU | Use Export Script |
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| QuickSRNetLarge | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | ONNX | 2.287 ms | 0 - 15 MB | FP16 | NPU | [QuickSRNetLarge.onnx](https://huggingface.co/qualcomm/QuickSRNetLarge/blob/main/QuickSRNetLarge.onnx) |
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| QuickSRNetLarge | QCS8550 (Proxy) | QCS8550 Proxy | TFLITE | 2.397 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 | 2.181 ms | 0 - 5 MB | FP16 | NPU | Use Export Script |
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| QuickSRNetLarge | SA8255 (Proxy) | SA8255P Proxy | TFLITE | 2.431 ms | 0 - 91 MB | FP16 | NPU | [QuickSRNetLarge.tflite](https://huggingface.co/qualcomm/QuickSRNetLarge/blob/main/QuickSRNetLarge.tflite) |
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| QuickSRNetLarge | SA8255 (Proxy) | SA8255P Proxy | QNN | 2.204 ms | 0 - 1 MB | FP16 | NPU | Use Export Script |
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| QuickSRNetLarge | SA8775 (Proxy) | SA8775P Proxy | TFLITE | 2.453 ms | 0 - 17 MB | FP16 | NPU | [QuickSRNetLarge.tflite](https://huggingface.co/qualcomm/QuickSRNetLarge/blob/main/QuickSRNetLarge.tflite) |
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| QuickSRNetLarge | SA8775 (Proxy) | SA8775P Proxy | QNN | 2.229 ms | 0 - 1 MB | FP16 | NPU | Use Export Script |
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| QuickSRNetLarge | SA8650 (Proxy) | SA8650P Proxy | TFLITE | 2.419 ms | 4 - 25 MB | FP16 | NPU | [QuickSRNetLarge.tflite](https://huggingface.co/qualcomm/QuickSRNetLarge/blob/main/QuickSRNetLarge.tflite) |
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| QuickSRNetLarge | SA8650 (Proxy) | SA8650P Proxy | QNN | 2.201 ms | 0 - 1 MB | FP16 | NPU | Use Export Script |
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| QuickSRNetLarge | SA8295P ADP | SA8295P | TFLITE | 4.985 ms | 6 - 21 MB | FP16 | NPU | [QuickSRNetLarge.tflite](https://huggingface.co/qualcomm/QuickSRNetLarge/blob/main/QuickSRNetLarge.tflite) |
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| QuickSRNetLarge | SA8295P ADP | SA8295P | QNN | 4.04 ms | 0 - 6 MB | FP16 | NPU | Use Export Script |
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| QuickSRNetLarge | QCS8450 (Proxy) | QCS8450 Proxy | TFLITE | 4.143 ms | 6 - 38 MB | FP16 | NPU | [QuickSRNetLarge.tflite](https://huggingface.co/qualcomm/QuickSRNetLarge/blob/main/QuickSRNetLarge.tflite) |
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| QuickSRNetLarge | QCS8450 (Proxy) | QCS8450 Proxy | QNN | 3.48 ms | 0 - 13 MB | FP16 | NPU | Use Export Script |
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| QuickSRNetLarge | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN | 2.438 ms | 0 - 0 MB | FP16 | NPU | Use Export Script |
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| QuickSRNetLarge | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 2.741 ms | 9 - 9 MB | FP16 | NPU | [QuickSRNetLarge.onnx](https://huggingface.co/qualcomm/QuickSRNetLarge/blob/main/QuickSRNetLarge.onnx) |
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Device : Samsung Galaxy S23 (13)
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Runtime : TFLITE
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Estimated inference time (ms) : 2.4
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Estimated peak memory usage (MB): [4, 8]
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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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