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QuickSRNetLarge-Quantized

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@@ -35,38 +35,38 @@ 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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- | QuickSRNetLarge-Quantized | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | TFLITE | 1.447 ms | 0 - 6 MB | INT8 | NPU | [QuickSRNetLarge-Quantized.tflite](https://huggingface.co/qualcomm/QuickSRNetLarge-Quantized/blob/main/QuickSRNetLarge-Quantized.tflite) |
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- | QuickSRNetLarge-Quantized | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | QNN | 0.636 ms | 0 - 2 MB | INT8 | NPU | [QuickSRNetLarge-Quantized.so](https://huggingface.co/qualcomm/QuickSRNetLarge-Quantized/blob/main/QuickSRNetLarge-Quantized.so) |
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- | QuickSRNetLarge-Quantized | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | ONNX | 15.347 ms | 18 - 31 MB | INT8 | NPU | [QuickSRNetLarge-Quantized.onnx](https://huggingface.co/qualcomm/QuickSRNetLarge-Quantized/blob/main/QuickSRNetLarge-Quantized.onnx) |
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- | QuickSRNetLarge-Quantized | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | TFLITE | 1.13 ms | 7 - 29 MB | INT8 | NPU | [QuickSRNetLarge-Quantized.tflite](https://huggingface.co/qualcomm/QuickSRNetLarge-Quantized/blob/main/QuickSRNetLarge-Quantized.tflite) |
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- | QuickSRNetLarge-Quantized | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | QNN | 0.401 ms | 0 - 18 MB | INT8 | NPU | [QuickSRNetLarge-Quantized.so](https://huggingface.co/qualcomm/QuickSRNetLarge-Quantized/blob/main/QuickSRNetLarge-Quantized.so) |
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- | QuickSRNetLarge-Quantized | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | ONNX | 11.318 ms | 23 - 48 MB | INT8 | NPU | [QuickSRNetLarge-Quantized.onnx](https://huggingface.co/qualcomm/QuickSRNetLarge-Quantized/blob/main/QuickSRNetLarge-Quantized.onnx) |
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- | QuickSRNetLarge-Quantized | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | TFLITE | 1.572 ms | 1 - 21 MB | INT8 | NPU | [QuickSRNetLarge-Quantized.tflite](https://huggingface.co/qualcomm/QuickSRNetLarge-Quantized/blob/main/QuickSRNetLarge-Quantized.tflite) |
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- | QuickSRNetLarge-Quantized | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | QNN | 0.533 ms | 0 - 20 MB | INT8 | NPU | Use Export Script |
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- | QuickSRNetLarge-Quantized | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | ONNX | 10.197 ms | 22 - 44 MB | INT8 | NPU | [QuickSRNetLarge-Quantized.onnx](https://huggingface.co/qualcomm/QuickSRNetLarge-Quantized/blob/main/QuickSRNetLarge-Quantized.onnx) |
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- | QuickSRNetLarge-Quantized | SA7255P ADP | SA7255P | TFLITE | 15.739 ms | 2 - 15 MB | INT8 | NPU | [QuickSRNetLarge-Quantized.tflite](https://huggingface.co/qualcomm/QuickSRNetLarge-Quantized/blob/main/QuickSRNetLarge-Quantized.tflite) |
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- | QuickSRNetLarge-Quantized | SA7255P ADP | SA7255P | QNN | 11.499 ms | 0 - 10 MB | INT8 | NPU | Use Export Script |
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- | QuickSRNetLarge-Quantized | SA8255 (Proxy) | SA8255P Proxy | TFLITE | 1.425 ms | 0 - 6 MB | INT8 | NPU | [QuickSRNetLarge-Quantized.tflite](https://huggingface.co/qualcomm/QuickSRNetLarge-Quantized/blob/main/QuickSRNetLarge-Quantized.tflite) |
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- | QuickSRNetLarge-Quantized | SA8255 (Proxy) | SA8255P Proxy | QNN | 0.618 ms | 0 - 2 MB | INT8 | NPU | Use Export Script |
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- | QuickSRNetLarge-Quantized | SA8295P ADP | SA8295P | TFLITE | 4.59 ms | 2 - 21 MB | INT8 | NPU | [QuickSRNetLarge-Quantized.tflite](https://huggingface.co/qualcomm/QuickSRNetLarge-Quantized/blob/main/QuickSRNetLarge-Quantized.tflite) |
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- | QuickSRNetLarge-Quantized | SA8295P ADP | SA8295P | QNN | 1.332 ms | 0 - 18 MB | INT8 | NPU | Use Export Script |
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- | QuickSRNetLarge-Quantized | SA8650 (Proxy) | SA8650P Proxy | TFLITE | 1.437 ms | 0 - 6 MB | INT8 | NPU | [QuickSRNetLarge-Quantized.tflite](https://huggingface.co/qualcomm/QuickSRNetLarge-Quantized/blob/main/QuickSRNetLarge-Quantized.tflite) |
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- | QuickSRNetLarge-Quantized | SA8650 (Proxy) | SA8650P Proxy | QNN | 0.624 ms | 0 - 3 MB | INT8 | NPU | Use Export Script |
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- | QuickSRNetLarge-Quantized | SA8775P ADP | SA8775P | TFLITE | 2.526 ms | 0 - 13 MB | INT8 | NPU | [QuickSRNetLarge-Quantized.tflite](https://huggingface.co/qualcomm/QuickSRNetLarge-Quantized/blob/main/QuickSRNetLarge-Quantized.tflite) |
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- | QuickSRNetLarge-Quantized | SA8775P ADP | SA8775P | QNN | 0.991 ms | 0 - 10 MB | INT8 | NPU | Use Export Script |
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- | QuickSRNetLarge-Quantized | RB3 Gen 2 (Proxy) | QCS6490 Proxy | TFLITE | 4.5 ms | 2 - 24 MB | INT8 | NPU | [QuickSRNetLarge-Quantized.tflite](https://huggingface.co/qualcomm/QuickSRNetLarge-Quantized/blob/main/QuickSRNetLarge-Quantized.tflite) |
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- | QuickSRNetLarge-Quantized | RB3 Gen 2 (Proxy) | QCS6490 Proxy | QNN | 2.923 ms | 0 - 14 MB | INT8 | NPU | Use Export Script |
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- | QuickSRNetLarge-Quantized | RB5 (Proxy) | QCS8250 Proxy | TFLITE | 35.476 ms | 2 - 4 MB | INT8 | NPU | [QuickSRNetLarge-Quantized.tflite](https://huggingface.co/qualcomm/QuickSRNetLarge-Quantized/blob/main/QuickSRNetLarge-Quantized.tflite) |
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- | QuickSRNetLarge-Quantized | QCS8275 (Proxy) | QCS8275 Proxy | TFLITE | 15.739 ms | 2 - 15 MB | INT8 | NPU | [QuickSRNetLarge-Quantized.tflite](https://huggingface.co/qualcomm/QuickSRNetLarge-Quantized/blob/main/QuickSRNetLarge-Quantized.tflite) |
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- | QuickSRNetLarge-Quantized | QCS8275 (Proxy) | QCS8275 Proxy | QNN | 11.499 ms | 0 - 10 MB | INT8 | NPU | Use Export Script |
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- | QuickSRNetLarge-Quantized | QCS8550 (Proxy) | QCS8550 Proxy | TFLITE | 1.436 ms | 0 - 6 MB | INT8 | NPU | [QuickSRNetLarge-Quantized.tflite](https://huggingface.co/qualcomm/QuickSRNetLarge-Quantized/blob/main/QuickSRNetLarge-Quantized.tflite) |
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- | QuickSRNetLarge-Quantized | QCS8550 (Proxy) | QCS8550 Proxy | QNN | 0.615 ms | 0 - 3 MB | INT8 | NPU | Use Export Script |
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- | QuickSRNetLarge-Quantized | QCS9075 (Proxy) | QCS9075 Proxy | TFLITE | 2.526 ms | 0 - 13 MB | INT8 | NPU | [QuickSRNetLarge-Quantized.tflite](https://huggingface.co/qualcomm/QuickSRNetLarge-Quantized/blob/main/QuickSRNetLarge-Quantized.tflite) |
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- | QuickSRNetLarge-Quantized | QCS9075 (Proxy) | QCS9075 Proxy | QNN | 0.991 ms | 0 - 10 MB | INT8 | NPU | Use Export Script |
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- | QuickSRNetLarge-Quantized | QCS8450 (Proxy) | QCS8450 Proxy | TFLITE | 2.347 ms | 2 - 23 MB | INT8 | NPU | [QuickSRNetLarge-Quantized.tflite](https://huggingface.co/qualcomm/QuickSRNetLarge-Quantized/blob/main/QuickSRNetLarge-Quantized.tflite) |
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- | QuickSRNetLarge-Quantized | QCS8450 (Proxy) | QCS8450 Proxy | QNN | 0.969 ms | 0 - 26 MB | INT8 | NPU | Use Export Script |
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- | QuickSRNetLarge-Quantized | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN | 0.725 ms | 0 - 0 MB | INT8 | NPU | Use Export Script |
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- | QuickSRNetLarge-Quantized | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 14.126 ms | 33 - 33 MB | INT8 | NPU | [QuickSRNetLarge-Quantized.onnx](https://huggingface.co/qualcomm/QuickSRNetLarge-Quantized/blob/main/QuickSRNetLarge-Quantized.onnx) |
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@@ -127,7 +127,7 @@ python -m qai_hub_models.models.quicksrnetlarge_quantized.export
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  ```
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  Profiling Results
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  ------------------------------------------------------------
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- QuickSRNetLarge-Quantized
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  Device : Samsung Galaxy S23 (13)
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  Runtime : TFLITE
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  Estimated inference time (ms) : 1.4
@@ -215,20 +215,6 @@ AI Hub. [Sign up for access](https://myaccount.qualcomm.com/signup).
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- ## Run demo on a cloud-hosted device
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-
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- You can also run the demo on-device.
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-
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- ```bash
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- python -m qai_hub_models.models.quicksrnetlarge_quantized.demo --on-device
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- ```
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-
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- **NOTE**: If you want running in a Jupyter Notebook or Google Colab like
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- environment, please add the following to your cell (instead of the above).
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- ```
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- %run -m qai_hub_models.models.quicksrnetlarge_quantized.demo -- --on-device
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- ```
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-
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  ## Deploying compiled model to Android
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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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+ | QuickSRNetLarge | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | TFLITE | 1.437 ms | 0 - 6 MB | INT8 | NPU | [QuickSRNetLarge-Quantized.tflite](https://huggingface.co/qualcomm/QuickSRNetLarge-Quantized/blob/main/QuickSRNetLarge.tflite) |
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+ | QuickSRNetLarge | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | QNN | 0.635 ms | 0 - 3 MB | INT8 | NPU | [QuickSRNetLarge-Quantized.so](https://huggingface.co/qualcomm/QuickSRNetLarge-Quantized/blob/main/QuickSRNetLarge.so) |
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+ | QuickSRNetLarge | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | ONNX | 13.94 ms | 18 - 29 MB | INT8 | NPU | [QuickSRNetLarge-Quantized.onnx](https://huggingface.co/qualcomm/QuickSRNetLarge-Quantized/blob/main/QuickSRNetLarge.onnx) |
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+ | QuickSRNetLarge | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | TFLITE | 1.131 ms | 0 - 23 MB | INT8 | NPU | [QuickSRNetLarge-Quantized.tflite](https://huggingface.co/qualcomm/QuickSRNetLarge-Quantized/blob/main/QuickSRNetLarge.tflite) |
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+ | QuickSRNetLarge | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | QNN | 0.403 ms | 0 - 21 MB | INT8 | NPU | [QuickSRNetLarge-Quantized.so](https://huggingface.co/qualcomm/QuickSRNetLarge-Quantized/blob/main/QuickSRNetLarge.so) |
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+ | QuickSRNetLarge | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | ONNX | 11.815 ms | 24 - 47 MB | INT8 | NPU | [QuickSRNetLarge-Quantized.onnx](https://huggingface.co/qualcomm/QuickSRNetLarge-Quantized/blob/main/QuickSRNetLarge.onnx) |
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+ | QuickSRNetLarge | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | TFLITE | 1.459 ms | 0 - 16 MB | INT8 | NPU | [QuickSRNetLarge-Quantized.tflite](https://huggingface.co/qualcomm/QuickSRNetLarge-Quantized/blob/main/QuickSRNetLarge.tflite) |
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+ | QuickSRNetLarge | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | QNN | 0.431 ms | 0 - 18 MB | INT8 | NPU | Use Export Script |
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+ | QuickSRNetLarge | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | ONNX | 10.739 ms | 22 - 43 MB | INT8 | NPU | [QuickSRNetLarge-Quantized.onnx](https://huggingface.co/qualcomm/QuickSRNetLarge-Quantized/blob/main/QuickSRNetLarge.onnx) |
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+ | QuickSRNetLarge | SA7255P ADP | SA7255P | TFLITE | 15.864 ms | 2 - 14 MB | INT8 | NPU | [QuickSRNetLarge-Quantized.tflite](https://huggingface.co/qualcomm/QuickSRNetLarge-Quantized/blob/main/QuickSRNetLarge.tflite) |
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+ | QuickSRNetLarge | SA7255P ADP | SA7255P | QNN | 11.528 ms | 0 - 9 MB | INT8 | NPU | Use Export Script |
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+ | QuickSRNetLarge | SA8255 (Proxy) | SA8255P Proxy | TFLITE | 1.446 ms | 0 - 6 MB | INT8 | NPU | [QuickSRNetLarge-Quantized.tflite](https://huggingface.co/qualcomm/QuickSRNetLarge-Quantized/blob/main/QuickSRNetLarge.tflite) |
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+ | QuickSRNetLarge | SA8255 (Proxy) | SA8255P Proxy | QNN | 0.619 ms | 0 - 2 MB | INT8 | NPU | Use Export Script |
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+ | QuickSRNetLarge | SA8295P ADP | SA8295P | TFLITE | 4.617 ms | 2 - 20 MB | INT8 | NPU | [QuickSRNetLarge-Quantized.tflite](https://huggingface.co/qualcomm/QuickSRNetLarge-Quantized/blob/main/QuickSRNetLarge.tflite) |
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+ | QuickSRNetLarge | SA8295P ADP | SA8295P | QNN | 1.342 ms | 0 - 18 MB | INT8 | NPU | Use Export Script |
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+ | QuickSRNetLarge | SA8650 (Proxy) | SA8650P Proxy | TFLITE | 1.505 ms | 0 - 6 MB | INT8 | NPU | [QuickSRNetLarge-Quantized.tflite](https://huggingface.co/qualcomm/QuickSRNetLarge-Quantized/blob/main/QuickSRNetLarge.tflite) |
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+ | QuickSRNetLarge | SA8650 (Proxy) | SA8650P Proxy | QNN | 0.616 ms | 0 - 3 MB | INT8 | NPU | Use Export Script |
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+ | QuickSRNetLarge | SA8775P ADP | SA8775P | TFLITE | 2.531 ms | 0 - 13 MB | INT8 | NPU | [QuickSRNetLarge-Quantized.tflite](https://huggingface.co/qualcomm/QuickSRNetLarge-Quantized/blob/main/QuickSRNetLarge.tflite) |
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+ | QuickSRNetLarge | SA8775P ADP | SA8775P | QNN | 0.988 ms | 0 - 10 MB | INT8 | NPU | Use Export Script |
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+ | QuickSRNetLarge | RB3 Gen 2 (Proxy) | QCS6490 Proxy | TFLITE | 4.986 ms | 2 - 23 MB | INT8 | NPU | [QuickSRNetLarge-Quantized.tflite](https://huggingface.co/qualcomm/QuickSRNetLarge-Quantized/blob/main/QuickSRNetLarge.tflite) |
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+ | QuickSRNetLarge | RB3 Gen 2 (Proxy) | QCS6490 Proxy | QNN | 3.053 ms | 0 - 12 MB | INT8 | NPU | Use Export Script |
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+ | QuickSRNetLarge | RB5 (Proxy) | QCS8250 Proxy | TFLITE | 39.296 ms | 2 - 4 MB | INT8 | NPU | [QuickSRNetLarge-Quantized.tflite](https://huggingface.co/qualcomm/QuickSRNetLarge-Quantized/blob/main/QuickSRNetLarge.tflite) |
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+ | QuickSRNetLarge | QCS8275 (Proxy) | QCS8275 Proxy | TFLITE | 15.864 ms | 2 - 14 MB | INT8 | NPU | [QuickSRNetLarge-Quantized.tflite](https://huggingface.co/qualcomm/QuickSRNetLarge-Quantized/blob/main/QuickSRNetLarge.tflite) |
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+ | QuickSRNetLarge | QCS8275 (Proxy) | QCS8275 Proxy | QNN | 11.528 ms | 0 - 9 MB | INT8 | NPU | Use Export Script |
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+ | QuickSRNetLarge | QCS8550 (Proxy) | QCS8550 Proxy | TFLITE | 1.502 ms | 1 - 7 MB | INT8 | NPU | [QuickSRNetLarge-Quantized.tflite](https://huggingface.co/qualcomm/QuickSRNetLarge-Quantized/blob/main/QuickSRNetLarge.tflite) |
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+ | QuickSRNetLarge | QCS8550 (Proxy) | QCS8550 Proxy | QNN | 0.639 ms | 0 - 3 MB | INT8 | NPU | Use Export Script |
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+ | QuickSRNetLarge | QCS9075 (Proxy) | QCS9075 Proxy | TFLITE | 2.531 ms | 0 - 13 MB | INT8 | NPU | [QuickSRNetLarge-Quantized.tflite](https://huggingface.co/qualcomm/QuickSRNetLarge-Quantized/blob/main/QuickSRNetLarge.tflite) |
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+ | QuickSRNetLarge | QCS9075 (Proxy) | QCS9075 Proxy | QNN | 0.988 ms | 0 - 10 MB | INT8 | NPU | Use Export Script |
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+ | QuickSRNetLarge | QCS8450 (Proxy) | QCS8450 Proxy | TFLITE | 2.764 ms | 1 - 25 MB | INT8 | NPU | [QuickSRNetLarge-Quantized.tflite](https://huggingface.co/qualcomm/QuickSRNetLarge-Quantized/blob/main/QuickSRNetLarge.tflite) |
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+ | QuickSRNetLarge | QCS8450 (Proxy) | QCS8450 Proxy | QNN | 0.983 ms | 0 - 23 MB | INT8 | NPU | Use Export Script |
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+ | QuickSRNetLarge | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN | 0.747 ms | 0 - 0 MB | INT8 | NPU | Use Export Script |
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+ | QuickSRNetLarge | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 13.605 ms | 33 - 33 MB | INT8 | NPU | [QuickSRNetLarge-Quantized.onnx](https://huggingface.co/qualcomm/QuickSRNetLarge-Quantized/blob/main/QuickSRNetLarge.onnx) |
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  ```
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  Profiling Results
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  ------------------------------------------------------------
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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) : 1.4
 
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  ## Deploying compiled model to Android
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