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@@ -25,44 +25,77 @@ More details on model performance across various devices, can be found
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  ### Model Details
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- - **Model Type:** Super resolution
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  - **Model Stats:**
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  - Model checkpoint: quicksrnet_small_3x_checkpoint
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  - Input resolution: 128x128
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  - Number of parameters: 27.2K
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- - Model size: 110 KB
 
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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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- | QuickSRNetSmall | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | TFLITE | 1.328 ms | 0 - 3 MB | FP16 | NPU | [QuickSRNetSmall.tflite](https://huggingface.co/qualcomm/QuickSRNetSmall/blob/main/QuickSRNetSmall.tflite) |
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- | QuickSRNetSmall | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | QNN | 0.917 ms | 0 - 7 MB | FP16 | NPU | [QuickSRNetSmall.so](https://huggingface.co/qualcomm/QuickSRNetSmall/blob/main/QuickSRNetSmall.so) |
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- | QuickSRNetSmall | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | ONNX | 1.385 ms | 0 - 7 MB | FP16 | NPU | [QuickSRNetSmall.onnx](https://huggingface.co/qualcomm/QuickSRNetSmall/blob/main/QuickSRNetSmall.onnx) |
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- | QuickSRNetSmall | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | TFLITE | 0.9 ms | 0 - 19 MB | FP16 | NPU | [QuickSRNetSmall.tflite](https://huggingface.co/qualcomm/QuickSRNetSmall/blob/main/QuickSRNetSmall.tflite) |
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- | QuickSRNetSmall | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | QNN | 0.55 ms | 0 - 21 MB | FP16 | NPU | [QuickSRNetSmall.so](https://huggingface.co/qualcomm/QuickSRNetSmall/blob/main/QuickSRNetSmall.so) |
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- | QuickSRNetSmall | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | ONNX | 0.819 ms | 0 - 27 MB | FP16 | NPU | [QuickSRNetSmall.onnx](https://huggingface.co/qualcomm/QuickSRNetSmall/blob/main/QuickSRNetSmall.onnx) |
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- | QuickSRNetSmall | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | TFLITE | 1.124 ms | 2 - 16 MB | FP16 | NPU | [QuickSRNetSmall.tflite](https://huggingface.co/qualcomm/QuickSRNetSmall/blob/main/QuickSRNetSmall.tflite) |
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- | QuickSRNetSmall | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | QNN | 0.42 ms | 0 - 15 MB | FP16 | NPU | Use Export Script |
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- | QuickSRNetSmall | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | ONNX | 0.679 ms | 6 - 27 MB | FP16 | NPU | [QuickSRNetSmall.onnx](https://huggingface.co/qualcomm/QuickSRNetSmall/blob/main/QuickSRNetSmall.onnx) |
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- | QuickSRNetSmall | SA7255P ADP | SA7255P | TFLITE | 10.962 ms | 6 - 16 MB | FP16 | NPU | [QuickSRNetSmall.tflite](https://huggingface.co/qualcomm/QuickSRNetSmall/blob/main/QuickSRNetSmall.tflite) |
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- | QuickSRNetSmall | SA7255P ADP | SA7255P | QNN | 8.411 ms | 0 - 10 MB | FP16 | NPU | Use Export Script |
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- | QuickSRNetSmall | SA8255 (Proxy) | SA8255P Proxy | TFLITE | 1.331 ms | 0 - 3 MB | FP16 | NPU | [QuickSRNetSmall.tflite](https://huggingface.co/qualcomm/QuickSRNetSmall/blob/main/QuickSRNetSmall.tflite) |
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- | QuickSRNetSmall | SA8255 (Proxy) | SA8255P Proxy | QNN | 0.809 ms | 0 - 2 MB | FP16 | NPU | Use Export Script |
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- | QuickSRNetSmall | SA8295P ADP | SA8295P | TFLITE | 4.068 ms | 6 - 24 MB | FP16 | NPU | [QuickSRNetSmall.tflite](https://huggingface.co/qualcomm/QuickSRNetSmall/blob/main/QuickSRNetSmall.tflite) |
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- | QuickSRNetSmall | SA8295P ADP | SA8295P | QNN | 1.296 ms | 0 - 18 MB | FP16 | NPU | Use Export Script |
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- | QuickSRNetSmall | SA8650 (Proxy) | SA8650P Proxy | TFLITE | 2.841 ms | 6 - 9 MB | FP16 | NPU | [QuickSRNetSmall.tflite](https://huggingface.co/qualcomm/QuickSRNetSmall/blob/main/QuickSRNetSmall.tflite) |
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- | QuickSRNetSmall | SA8650 (Proxy) | SA8650P Proxy | QNN | 0.808 ms | 0 - 4 MB | FP16 | NPU | Use Export Script |
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- | QuickSRNetSmall | SA8775P ADP | SA8775P | TFLITE | 2.287 ms | 0 - 10 MB | FP16 | NPU | [QuickSRNetSmall.tflite](https://huggingface.co/qualcomm/QuickSRNetSmall/blob/main/QuickSRNetSmall.tflite) |
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- | QuickSRNetSmall | SA8775P ADP | SA8775P | QNN | 1.331 ms | 0 - 10 MB | FP16 | NPU | Use Export Script |
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- | QuickSRNetSmall | QCS8275 (Proxy) | QCS8275 Proxy | TFLITE | 10.962 ms | 6 - 16 MB | FP16 | NPU | [QuickSRNetSmall.tflite](https://huggingface.co/qualcomm/QuickSRNetSmall/blob/main/QuickSRNetSmall.tflite) |
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- | QuickSRNetSmall | QCS8275 (Proxy) | QCS8275 Proxy | QNN | 8.411 ms | 0 - 10 MB | FP16 | NPU | Use Export Script |
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- | QuickSRNetSmall | QCS8550 (Proxy) | QCS8550 Proxy | TFLITE | 1.319 ms | 0 - 3 MB | FP16 | NPU | [QuickSRNetSmall.tflite](https://huggingface.co/qualcomm/QuickSRNetSmall/blob/main/QuickSRNetSmall.tflite) |
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- | QuickSRNetSmall | QCS8550 (Proxy) | QCS8550 Proxy | QNN | 0.806 ms | 0 - 3 MB | FP16 | NPU | Use Export Script |
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- | QuickSRNetSmall | QCS9075 (Proxy) | QCS9075 Proxy | TFLITE | 2.287 ms | 0 - 10 MB | FP16 | NPU | [QuickSRNetSmall.tflite](https://huggingface.co/qualcomm/QuickSRNetSmall/blob/main/QuickSRNetSmall.tflite) |
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- | QuickSRNetSmall | QCS9075 (Proxy) | QCS9075 Proxy | QNN | 1.331 ms | 0 - 10 MB | FP16 | NPU | Use Export Script |
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- | QuickSRNetSmall | QCS8450 (Proxy) | QCS8450 Proxy | TFLITE | 2.149 ms | 2 - 22 MB | FP16 | NPU | [QuickSRNetSmall.tflite](https://huggingface.co/qualcomm/QuickSRNetSmall/blob/main/QuickSRNetSmall.tflite) |
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- | QuickSRNetSmall | QCS8450 (Proxy) | QCS8450 Proxy | QNN | 1.142 ms | 0 - 24 MB | FP16 | NPU | Use Export Script |
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- | QuickSRNetSmall | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN | 0.88 ms | 0 - 0 MB | FP16 | NPU | Use Export Script |
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- | QuickSRNetSmall | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 1.397 ms | 8 - 8 MB | FP16 | NPU | [QuickSRNetSmall.onnx](https://huggingface.co/qualcomm/QuickSRNetSmall/blob/main/QuickSRNetSmall.onnx) |
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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@@ -124,12 +157,12 @@ python -m qai_hub_models.models.quicksrnetsmall.export
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  Profiling Results
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  ------------------------------------------------------------
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  QuickSRNetSmall
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- Device : Samsung Galaxy S23 (13)
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- Runtime : TFLITE
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- Estimated inference time (ms) : 1.3
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- Estimated peak memory usage (MB): [0, 3]
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- Total # Ops : 11
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- Compute Unit(s) : NPU (8 ops) CPU (3 ops)
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  ```
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  ### Model Details
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+ - **Model Type:** Model_use_case.super_resolution
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  - **Model Stats:**
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  - Model checkpoint: quicksrnet_small_3x_checkpoint
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  - Input resolution: 128x128
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  - Number of parameters: 27.2K
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+ - Model size (float): 110 KB
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+ - Model size (w8a8): 34.9 KB
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+ | Model | Precision | Device | Chipset | Target Runtime | Inference Time (ms) | Peak Memory Range (MB) | Primary Compute Unit | Target Model
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  |---|---|---|---|---|---|---|---|---|
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+ | QuickSRNetSmall | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | TFLITE | 4.256 ms | 6 - 16 MB | NPU | [QuickSRNetSmall.tflite](https://huggingface.co/qualcomm/QuickSRNetSmall/blob/main/QuickSRNetSmall.tflite) |
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+ | QuickSRNetSmall | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | QNN | 2.001 ms | 0 - 10 MB | NPU | Use Export Script |
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+ | QuickSRNetSmall | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | TFLITE | 2.778 ms | 0 - 20 MB | NPU | [QuickSRNetSmall.tflite](https://huggingface.co/qualcomm/QuickSRNetSmall/blob/main/QuickSRNetSmall.tflite) |
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+ | QuickSRNetSmall | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | QNN | 1.108 ms | 0 - 27 MB | NPU | Use Export Script |
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+ | QuickSRNetSmall | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | TFLITE | 1.302 ms | 0 - 4 MB | NPU | [QuickSRNetSmall.tflite](https://huggingface.co/qualcomm/QuickSRNetSmall/blob/main/QuickSRNetSmall.tflite) |
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+ | QuickSRNetSmall | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN | 0.768 ms | 0 - 3 MB | NPU | Use Export Script |
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+ | QuickSRNetSmall | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | TFLITE | 2.086 ms | 0 - 14 MB | NPU | [QuickSRNetSmall.tflite](https://huggingface.co/qualcomm/QuickSRNetSmall/blob/main/QuickSRNetSmall.tflite) |
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+ | QuickSRNetSmall | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN | 1.138 ms | 0 - 15 MB | NPU | Use Export Script |
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+ | QuickSRNetSmall | float | SA7255P ADP | Qualcomm® SA7255P | TFLITE | 4.256 ms | 6 - 16 MB | NPU | [QuickSRNetSmall.tflite](https://huggingface.co/qualcomm/QuickSRNetSmall/blob/main/QuickSRNetSmall.tflite) |
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+ | QuickSRNetSmall | float | SA7255P ADP | Qualcomm® SA7255P | QNN | 2.001 ms | 0 - 10 MB | NPU | Use Export Script |
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+ | QuickSRNetSmall | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | TFLITE | 2.32 ms | 0 - 3 MB | NPU | [QuickSRNetSmall.tflite](https://huggingface.co/qualcomm/QuickSRNetSmall/blob/main/QuickSRNetSmall.tflite) |
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+ | QuickSRNetSmall | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | QNN | 0.788 ms | 0 - 11 MB | NPU | Use Export Script |
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+ | QuickSRNetSmall | float | SA8295P ADP | Qualcomm® SA8295P | TFLITE | 2.119 ms | 0 - 18 MB | NPU | [QuickSRNetSmall.tflite](https://huggingface.co/qualcomm/QuickSRNetSmall/blob/main/QuickSRNetSmall.tflite) |
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+ | QuickSRNetSmall | float | SA8295P ADP | Qualcomm® SA8295P | QNN | 1.26 ms | 0 - 20 MB | NPU | Use Export Script |
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+ | QuickSRNetSmall | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | TFLITE | 1.374 ms | 0 - 3 MB | NPU | [QuickSRNetSmall.tflite](https://huggingface.co/qualcomm/QuickSRNetSmall/blob/main/QuickSRNetSmall.tflite) |
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+ | QuickSRNetSmall | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | QNN | 0.871 ms | 0 - 2 MB | NPU | Use Export Script |
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+ | QuickSRNetSmall | float | SA8775P ADP | Qualcomm® SA8775P | TFLITE | 2.086 ms | 0 - 14 MB | NPU | [QuickSRNetSmall.tflite](https://huggingface.co/qualcomm/QuickSRNetSmall/blob/main/QuickSRNetSmall.tflite) |
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+ | QuickSRNetSmall | float | SA8775P ADP | Qualcomm® SA8775P | QNN | 1.138 ms | 0 - 15 MB | NPU | Use Export Script |
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+ | QuickSRNetSmall | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | TFLITE | 1.322 ms | 0 - 4 MB | NPU | [QuickSRNetSmall.tflite](https://huggingface.co/qualcomm/QuickSRNetSmall/blob/main/QuickSRNetSmall.tflite) |
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+ | QuickSRNetSmall | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | QNN | 0.812 ms | 0 - 3 MB | NPU | Use Export Script |
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+ | QuickSRNetSmall | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | ONNX | 1.378 ms | 0 - 7 MB | NPU | [QuickSRNetSmall.onnx](https://huggingface.co/qualcomm/QuickSRNetSmall/blob/main/QuickSRNetSmall.onnx) |
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+ | QuickSRNetSmall | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | TFLITE | 0.832 ms | 0 - 21 MB | NPU | [QuickSRNetSmall.tflite](https://huggingface.co/qualcomm/QuickSRNetSmall/blob/main/QuickSRNetSmall.tflite) |
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+ | QuickSRNetSmall | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN | 0.454 ms | 0 - 23 MB | NPU | Use Export Script |
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+ | QuickSRNetSmall | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 0.818 ms | 0 - 24 MB | NPU | [QuickSRNetSmall.onnx](https://huggingface.co/qualcomm/QuickSRNetSmall/blob/main/QuickSRNetSmall.onnx) |
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+ | QuickSRNetSmall | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | TFLITE | 0.777 ms | 0 - 16 MB | NPU | [QuickSRNetSmall.tflite](https://huggingface.co/qualcomm/QuickSRNetSmall/blob/main/QuickSRNetSmall.tflite) |
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+ | QuickSRNetSmall | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | QNN | 0.531 ms | 0 - 23 MB | NPU | Use Export Script |
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+ | QuickSRNetSmall | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | ONNX | 0.83 ms | 0 - 20 MB | NPU | [QuickSRNetSmall.onnx](https://huggingface.co/qualcomm/QuickSRNetSmall/blob/main/QuickSRNetSmall.onnx) |
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+ | QuickSRNetSmall | float | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN | 0.875 ms | 0 - 0 MB | NPU | Use Export Script |
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+ | QuickSRNetSmall | float | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 1.407 ms | 8 - 8 MB | NPU | [QuickSRNetSmall.onnx](https://huggingface.co/qualcomm/QuickSRNetSmall/blob/main/QuickSRNetSmall.onnx) |
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+ | QuickSRNetSmall | w8a8 | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | TFLITE | 2.37 ms | 2 - 11 MB | NPU | [QuickSRNetSmall.tflite](https://huggingface.co/qualcomm/QuickSRNetSmall/blob/main/QuickSRNetSmall_w8a8.tflite) |
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+ | QuickSRNetSmall | w8a8 | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | QNN | 0.826 ms | 0 - 10 MB | NPU | Use Export Script |
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+ | QuickSRNetSmall | w8a8 | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | TFLITE | 3.582 ms | 0 - 19 MB | NPU | [QuickSRNetSmall.tflite](https://huggingface.co/qualcomm/QuickSRNetSmall/blob/main/QuickSRNetSmall_w8a8.tflite) |
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+ | QuickSRNetSmall | w8a8 | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | QNN | 0.546 ms | 0 - 21 MB | NPU | Use Export Script |
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+ | QuickSRNetSmall | w8a8 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | TFLITE | 1.059 ms | 0 - 6 MB | NPU | [QuickSRNetSmall.tflite](https://huggingface.co/qualcomm/QuickSRNetSmall/blob/main/QuickSRNetSmall_w8a8.tflite) |
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+ | QuickSRNetSmall | w8a8 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN | 0.34 ms | 0 - 2 MB | NPU | Use Export Script |
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+ | QuickSRNetSmall | w8a8 | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | TFLITE | 1.805 ms | 0 - 13 MB | NPU | [QuickSRNetSmall.tflite](https://huggingface.co/qualcomm/QuickSRNetSmall/blob/main/QuickSRNetSmall_w8a8.tflite) |
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+ | QuickSRNetSmall | w8a8 | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN | 0.555 ms | 0 - 14 MB | NPU | Use Export Script |
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+ | QuickSRNetSmall | w8a8 | RB3 Gen 2 (Proxy) | Qualcomm® QCS6490 (Proxy) | TFLITE | 3.128 ms | 1 - 18 MB | NPU | [QuickSRNetSmall.tflite](https://huggingface.co/qualcomm/QuickSRNetSmall/blob/main/QuickSRNetSmall_w8a8.tflite) |
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+ | QuickSRNetSmall | w8a8 | RB3 Gen 2 (Proxy) | Qualcomm® QCS6490 (Proxy) | QNN | 0.822 ms | 0 - 11 MB | NPU | Use Export Script |
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+ | QuickSRNetSmall | w8a8 | RB5 (Proxy) | Qualcomm® QCS8250 (Proxy) | TFLITE | 11.341 ms | 2 - 4 MB | NPU | [QuickSRNetSmall.tflite](https://huggingface.co/qualcomm/QuickSRNetSmall/blob/main/QuickSRNetSmall_w8a8.tflite) |
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+ | QuickSRNetSmall | w8a8 | SA7255P ADP | Qualcomm® SA7255P | TFLITE | 2.37 ms | 2 - 11 MB | NPU | [QuickSRNetSmall.tflite](https://huggingface.co/qualcomm/QuickSRNetSmall/blob/main/QuickSRNetSmall_w8a8.tflite) |
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+ | QuickSRNetSmall | w8a8 | SA7255P ADP | Qualcomm® SA7255P | QNN | 0.826 ms | 0 - 10 MB | NPU | Use Export Script |
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+ | QuickSRNetSmall | w8a8 | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | TFLITE | 3.171 ms | 2 - 5 MB | NPU | [QuickSRNetSmall.tflite](https://huggingface.co/qualcomm/QuickSRNetSmall/blob/main/QuickSRNetSmall_w8a8.tflite) |
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+ | QuickSRNetSmall | w8a8 | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | QNN | 0.346 ms | 0 - 2 MB | NPU | Use Export Script |
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+ | QuickSRNetSmall | w8a8 | SA8295P ADP | Qualcomm® SA8295P | TFLITE | 1.833 ms | 0 - 19 MB | NPU | [QuickSRNetSmall.tflite](https://huggingface.co/qualcomm/QuickSRNetSmall/blob/main/QuickSRNetSmall_w8a8.tflite) |
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+ | QuickSRNetSmall | w8a8 | SA8295P ADP | Qualcomm® SA8295P | QNN | 0.669 ms | 0 - 18 MB | NPU | Use Export Script |
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+ | QuickSRNetSmall | w8a8 | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | TFLITE | 1.066 ms | 2 - 8 MB | NPU | [QuickSRNetSmall.tflite](https://huggingface.co/qualcomm/QuickSRNetSmall/blob/main/QuickSRNetSmall_w8a8.tflite) |
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+ | QuickSRNetSmall | w8a8 | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | QNN | 0.342 ms | 0 - 2 MB | NPU | Use Export Script |
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+ | QuickSRNetSmall | w8a8 | SA8775P ADP | Qualcomm® SA8775P | TFLITE | 1.805 ms | 0 - 13 MB | NPU | [QuickSRNetSmall.tflite](https://huggingface.co/qualcomm/QuickSRNetSmall/blob/main/QuickSRNetSmall_w8a8.tflite) |
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+ | QuickSRNetSmall | w8a8 | SA8775P ADP | Qualcomm® SA8775P | QNN | 0.555 ms | 0 - 14 MB | NPU | Use Export Script |
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+ | QuickSRNetSmall | w8a8 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | TFLITE | 1.074 ms | 0 - 6 MB | NPU | [QuickSRNetSmall.tflite](https://huggingface.co/qualcomm/QuickSRNetSmall/blob/main/QuickSRNetSmall_w8a8.tflite) |
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+ | QuickSRNetSmall | w8a8 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | QNN | 0.342 ms | 0 - 3 MB | NPU | Use Export Script |
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+ | QuickSRNetSmall | w8a8 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | ONNX | 3.067 ms | 0 - 12 MB | NPU | [QuickSRNetSmall.onnx](https://huggingface.co/qualcomm/QuickSRNetSmall/blob/main/QuickSRNetSmall_w8a8.onnx) |
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+ | QuickSRNetSmall | w8a8 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | TFLITE | 0.856 ms | 0 - 20 MB | NPU | [QuickSRNetSmall.tflite](https://huggingface.co/qualcomm/QuickSRNetSmall/blob/main/QuickSRNetSmall_w8a8.tflite) |
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+ | QuickSRNetSmall | w8a8 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN | 0.22 ms | 0 - 21 MB | NPU | Use Export Script |
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+ | QuickSRNetSmall | w8a8 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 2.411 ms | 0 - 19 MB | NPU | [QuickSRNetSmall.onnx](https://huggingface.co/qualcomm/QuickSRNetSmall/blob/main/QuickSRNetSmall_w8a8.onnx) |
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+ | QuickSRNetSmall | w8a8 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | TFLITE | 1.132 ms | 0 - 16 MB | NPU | [QuickSRNetSmall.tflite](https://huggingface.co/qualcomm/QuickSRNetSmall/blob/main/QuickSRNetSmall_w8a8.tflite) |
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+ | QuickSRNetSmall | w8a8 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | QNN | 0.273 ms | 0 - 17 MB | NPU | Use Export Script |
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+ | QuickSRNetSmall | w8a8 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | ONNX | 2.069 ms | 0 - 17 MB | NPU | [QuickSRNetSmall.onnx](https://huggingface.co/qualcomm/QuickSRNetSmall/blob/main/QuickSRNetSmall_w8a8.onnx) |
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+ | QuickSRNetSmall | w8a8 | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN | 0.431 ms | 0 - 0 MB | NPU | Use Export Script |
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+ | QuickSRNetSmall | w8a8 | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 2.912 ms | 14 - 14 MB | NPU | [QuickSRNetSmall.onnx](https://huggingface.co/qualcomm/QuickSRNetSmall/blob/main/QuickSRNetSmall_w8a8.onnx) |
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  Profiling Results
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  ------------------------------------------------------------
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  QuickSRNetSmall
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+ Device : cs_8275 (ANDROID 14)
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+ Runtime : TFLITE
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+ Estimated inference time (ms) : 4.3
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+ Estimated peak memory usage (MB): [6, 16]
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+ Total # Ops : 11
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+ Compute Unit(s) : npu (8 ops) gpu (0 ops) cpu (3 ops)
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  ```
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