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QuickSRNetLarge-Quantized

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quantized
android
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@@ -1,10 +1,10 @@
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  ---
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  library_name: pytorch
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  license: other
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- pipeline_tag: image-to-image
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  tags:
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  - quantized
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  - android
 
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  ---
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@@ -35,34 +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 | 1.463 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 | 0.911 ms | 0 - 9 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 | 16.592 ms | 25 - 34 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 | 1.152 ms | 0 - 26 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 | 0.641 ms | 0 - 27 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 | 14.152 ms | 23 - 49 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 | 1.338 ms | 0 - 19 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 | 0.651 ms | 0 - 18 MB | INT8 | NPU | Use Export Script |
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- | QuickSRNetLarge-Quantized | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | ONNX | 13.15 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 | RB3 Gen 2 (Proxy) | QCS6490 Proxy | TFLITE | 4.482 ms | 2 - 17 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 | 3.098 ms | 0 - 12 MB | INT8 | NPU | Use Export Script |
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- | QuickSRNetLarge-Quantized | RB5 (Proxy) | QCS8250 Proxy | TFLITE | 41.288 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 | QCS8550 (Proxy) | QCS8550 Proxy | TFLITE | 1.462 ms | 0 - 5 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 | 0.676 ms | 0 - 2 MB | INT8 | NPU | Use Export Script |
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- | QuickSRNetLarge-Quantized | SA7255P ADP | SA7255P | TFLITE | 15.43 ms | 2 - 13 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 | 11.788 ms | 0 - 10 MB | INT8 | NPU | Use Export Script |
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- | QuickSRNetLarge-Quantized | SA8255 (Proxy) | SA8255P Proxy | TFLITE | 1.462 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 | 0.684 ms | 0 - 2 MB | INT8 | NPU | Use Export Script |
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- | QuickSRNetLarge-Quantized | SA8295P ADP | SA8295P | TFLITE | 2.943 ms | 0 - 19 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 | 1.651 ms | 0 - 14 MB | INT8 | NPU | Use Export Script |
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- | QuickSRNetLarge-Quantized | SA8650 (Proxy) | SA8650P Proxy | TFLITE | 1.462 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 | 0.686 ms | 0 - 2 MB | INT8 | NPU | Use Export Script |
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- | QuickSRNetLarge-Quantized | SA8775P ADP | SA8775P | TFLITE | 2.568 ms | 1 - 12 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 | 1.281 ms | 0 - 10 MB | INT8 | NPU | Use Export Script |
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- | QuickSRNetLarge-Quantized | QCS8450 (Proxy) | QCS8450 Proxy | TFLITE | 2.094 ms | 2 - 20 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 | 1.054 ms | 0 - 18 MB | INT8 | NPU | Use Export Script |
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- | QuickSRNetLarge-Quantized | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN | 0.836 ms | 0 - 0 MB | INT8 | NPU | Use Export Script |
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- | QuickSRNetLarge-Quantized | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 16.265 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 +131,7 @@ 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) : 1.5
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- Estimated peak memory usage (MB): [0, 6]
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  Total # Ops : 33
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  Compute Unit(s) : NPU (30 ops) CPU (3 ops)
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  ```
 
1
  ---
2
  library_name: pytorch
3
  license: other
 
4
  tags:
5
  - quantized
6
  - android
7
+ pipeline_tag: image-to-image
8
 
9
  ---
10
 
 
35
 
36
  | Model | Device | Chipset | Target Runtime | Inference Time (ms) | Peak Memory Range (MB) | Precision | Primary Compute Unit | Target Model
37
  |---|---|---|---|---|---|---|---|---|
38
+ | QuickSRNetLarge-Quantized | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | TFLITE | 1.457 ms | 0 - 5 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 | 0.68 ms | 0 - 3 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 | 16.431 ms | 26 - 34 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 | 1.116 ms | 0 - 23 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 | 0.46 ms | 0 - 16 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 | 13.909 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 | 1.319 ms | 0 - 19 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 | 0.534 ms | 0 - 19 MB | INT8 | NPU | Use Export Script |
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+ | QuickSRNetLarge-Quantized | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | ONNX | 12.177 ms | 24 - 46 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 | 13.829 ms | 2 - 12 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 | 11.8 ms | 0 - 7 MB | INT8 | NPU | Use Export Script |
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+ | QuickSRNetLarge-Quantized | SA8255 (Proxy) | SA8255P Proxy | TFLITE | 1.468 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 | 0.681 ms | 0 - 3 MB | INT8 | NPU | Use Export Script |
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+ | QuickSRNetLarge-Quantized | SA8295P ADP | SA8295P | TFLITE | 2.484 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 | SA8295P ADP | SA8295P | QNN | 1.833 ms | 0 - 10 MB | INT8 | NPU | Use Export Script |
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+ | QuickSRNetLarge-Quantized | SA8650 (Proxy) | SA8650P Proxy | TFLITE | 1.463 ms | 0 - 5 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 | 0.682 ms | 0 - 2 MB | INT8 | NPU | Use Export Script |
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+ | QuickSRNetLarge-Quantized | SA8775P ADP | SA8775P | TFLITE | 2.543 ms | 1 - 11 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 | 1.258 ms | 0 - 7 MB | INT8 | NPU | Use Export Script |
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+ | QuickSRNetLarge-Quantized | RB3 Gen 2 (Proxy) | QCS6490 Proxy | TFLITE | 3.898 ms | 2 - 19 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 | 3.124 ms | 0 - 11 MB | INT8 | NPU | Use Export Script |
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+ | QuickSRNetLarge-Quantized | RB5 (Proxy) | QCS8250 Proxy | TFLITE | 42.511 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 | 13.829 ms | 2 - 12 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 | 11.8 ms | 0 - 7 MB | INT8 | NPU | Use Export Script |
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+ | QuickSRNetLarge-Quantized | QCS8550 (Proxy) | QCS8550 Proxy | TFLITE | 1.456 ms | 0 - 5 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 | 0.686 ms | 0 - 3 MB | INT8 | NPU | Use Export Script |
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+ | QuickSRNetLarge-Quantized | QCS9075 (Proxy) | QCS9075 Proxy | TFLITE | 2.543 ms | 1 - 11 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 | 1.258 ms | 0 - 7 MB | INT8 | NPU | Use Export Script |
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+ | QuickSRNetLarge-Quantized | QCS8450 (Proxy) | QCS8450 Proxy | TFLITE | 1.727 ms | 0 - 18 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 | 1.051 ms | 0 - 17 MB | INT8 | NPU | Use Export Script |
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+ | QuickSRNetLarge-Quantized | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN | 0.793 ms | 0 - 0 MB | INT8 | NPU | Use Export Script |
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+ | QuickSRNetLarge-Quantized | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 17.396 ms | 33 - 33 MB | INT8 | NPU | [QuickSRNetLarge-Quantized.onnx](https://huggingface.co/qualcomm/QuickSRNetLarge-Quantized/blob/main/QuickSRNetLarge-Quantized.onnx) |
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  Device : Samsung Galaxy S23 (13)
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  Runtime : TFLITE
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  Estimated inference time (ms) : 1.5
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+ Estimated peak memory usage (MB): [0, 5]
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  Total # Ops : 33
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  Compute Unit(s) : NPU (30 ops) CPU (3 ops)
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  ```