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QuickSRNetLarge

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LiteRT
ONNX
android
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@@ -1,9 +1,9 @@
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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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  - android
 
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  ---
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@@ -34,31 +34,35 @@ 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 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | TFLITE | 2.45 ms | 0 - 7 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 | 2.12 ms | 0 - 4 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 | 2.773 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 | 1.837 ms | 0 - 21 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 | 1.505 ms | 0 - 26 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 | 2.154 ms | 0 - 30 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 | 1.91 ms | 0 - 18 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 | 1.251 ms | 0 - 16 MB | FP16 | NPU | Use Export Script |
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- | QuickSRNetLarge | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | ONNX | 2.309 ms | 0 - 17 MB | FP16 | NPU | [QuickSRNetLarge.onnx](https://huggingface.co/qualcomm/QuickSRNetLarge/blob/main/QuickSRNetLarge.onnx) |
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- | QuickSRNetLarge | QCS8550 (Proxy) | QCS8550 Proxy | TFLITE | 2.408 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 | 2.204 ms | 0 - 3 MB | FP16 | NPU | Use Export Script |
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- | QuickSRNetLarge | SA7255P ADP | SA7255P | TFLITE | 89.794 ms | 2 - 13 MB | FP16 | NPU | [QuickSRNetLarge.tflite](https://huggingface.co/qualcomm/QuickSRNetLarge/blob/main/QuickSRNetLarge.tflite) |
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- | QuickSRNetLarge | SA7255P ADP | SA7255P | QNN | 87.605 ms | 0 - 10 MB | FP16 | NPU | Use Export Script |
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- | QuickSRNetLarge | SA8255 (Proxy) | SA8255P Proxy | TFLITE | 2.518 ms | 0 - 6 MB | FP16 | NPU | [QuickSRNetLarge.tflite](https://huggingface.co/qualcomm/QuickSRNetLarge/blob/main/QuickSRNetLarge.tflite) |
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- | QuickSRNetLarge | SA8255 (Proxy) | SA8255P Proxy | QNN | 2.213 ms | 0 - 3 MB | FP16 | NPU | Use Export Script |
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- | QuickSRNetLarge | SA8295P ADP | SA8295P | TFLITE | 4.708 ms | 6 - 23 MB | FP16 | NPU | [QuickSRNetLarge.tflite](https://huggingface.co/qualcomm/QuickSRNetLarge/blob/main/QuickSRNetLarge.tflite) |
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- | QuickSRNetLarge | SA8295P ADP | SA8295P | QNN | 4.574 ms | 0 - 15 MB | FP16 | NPU | Use Export Script |
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- | QuickSRNetLarge | SA8650 (Proxy) | SA8650P Proxy | TFLITE | 2.567 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 | 2.206 ms | 0 - 3 MB | FP16 | NPU | Use Export Script |
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- | QuickSRNetLarge | SA8775P ADP | SA8775P | TFLITE | 5.22 ms | 6 - 18 MB | FP16 | NPU | [QuickSRNetLarge.tflite](https://huggingface.co/qualcomm/QuickSRNetLarge/blob/main/QuickSRNetLarge.tflite) |
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- | QuickSRNetLarge | SA8775P ADP | SA8775P | QNN | 4.967 ms | 0 - 10 MB | FP16 | NPU | Use Export Script |
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- | QuickSRNetLarge | QCS8450 (Proxy) | QCS8450 Proxy | TFLITE | 4.462 ms | 6 - 28 MB | FP16 | NPU | [QuickSRNetLarge.tflite](https://huggingface.co/qualcomm/QuickSRNetLarge/blob/main/QuickSRNetLarge.tflite) |
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- | QuickSRNetLarge | QCS8450 (Proxy) | QCS8450 Proxy | QNN | 3.573 ms | 0 - 22 MB | FP16 | NPU | Use Export Script |
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- | QuickSRNetLarge | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN | 2.427 ms | 0 - 0 MB | FP16 | NPU | Use Export Script |
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- | QuickSRNetLarge | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 2.683 ms | 9 - 9 MB | FP16 | NPU | [QuickSRNetLarge.onnx](https://huggingface.co/qualcomm/QuickSRNetLarge/blob/main/QuickSRNetLarge.onnx) |
 
 
 
 
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@@ -122,8 +126,8 @@ 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) : 2.5
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- Estimated peak memory usage (MB): [0, 7]
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  Total # Ops : 31
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  Compute Unit(s) : NPU (28 ops) CPU (3 ops)
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  ```
 
1
  ---
2
  library_name: pytorch
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  license: other
 
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  tags:
5
  - android
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+ pipeline_tag: image-to-image
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8
  ---
9
 
 
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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 | 2.419 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 | 2.205 ms | 0 - 3 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 | 2.742 ms | 0 - 9 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 | 1.714 ms | 0 - 22 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 | 1.755 ms | 0 - 20 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 | 2.142 ms | 0 - 27 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 | 1.926 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 | 1.519 ms | 0 - 18 MB | FP16 | NPU | Use Export Script |
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+ | QuickSRNetLarge | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | ONNX | 2.334 ms | 0 - 18 MB | FP16 | NPU | [QuickSRNetLarge.onnx](https://huggingface.co/qualcomm/QuickSRNetLarge/blob/main/QuickSRNetLarge.onnx) |
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+ | QuickSRNetLarge | SA7255P ADP | SA7255P | TFLITE | 89.989 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 | 87.554 ms | 0 - 7 MB | FP16 | NPU | Use Export Script |
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+ | QuickSRNetLarge | SA8255 (Proxy) | SA8255P Proxy | TFLITE | 2.441 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 | 2.202 ms | 0 - 3 MB | FP16 | NPU | Use Export Script |
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+ | QuickSRNetLarge | SA8295P ADP | SA8295P | TFLITE | 4.636 ms | 6 - 19 MB | FP16 | NPU | [QuickSRNetLarge.tflite](https://huggingface.co/qualcomm/QuickSRNetLarge/blob/main/QuickSRNetLarge.tflite) |
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+ | QuickSRNetLarge | SA8295P ADP | SA8295P | QNN | 4.301 ms | 0 - 11 MB | FP16 | NPU | Use Export Script |
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+ | QuickSRNetLarge | SA8650 (Proxy) | SA8650P Proxy | TFLITE | 2.442 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 | 2.21 ms | 0 - 3 MB | FP16 | NPU | Use Export Script |
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+ | QuickSRNetLarge | SA8775P ADP | SA8775P | TFLITE | 5.194 ms | 6 - 16 MB | FP16 | NPU | [QuickSRNetLarge.tflite](https://huggingface.co/qualcomm/QuickSRNetLarge/blob/main/QuickSRNetLarge.tflite) |
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+ | QuickSRNetLarge | SA8775P ADP | SA8775P | QNN | 4.958 ms | 0 - 8 MB | FP16 | NPU | Use Export Script |
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+ | QuickSRNetLarge | QCS8275 (Proxy) | QCS8275 Proxy | TFLITE | 89.989 ms | 6 - 17 MB | FP16 | NPU | [QuickSRNetLarge.tflite](https://huggingface.co/qualcomm/QuickSRNetLarge/blob/main/QuickSRNetLarge.tflite) |
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+ | QuickSRNetLarge | QCS8275 (Proxy) | QCS8275 Proxy | QNN | 87.554 ms | 0 - 7 MB | FP16 | NPU | Use Export Script |
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+ | QuickSRNetLarge | QCS8550 (Proxy) | QCS8550 Proxy | TFLITE | 2.479 ms | 0 - 8 MB | FP16 | NPU | [QuickSRNetLarge.tflite](https://huggingface.co/qualcomm/QuickSRNetLarge/blob/main/QuickSRNetLarge.tflite) |
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+ | QuickSRNetLarge | QCS8550 (Proxy) | QCS8550 Proxy | QNN | 2.209 ms | 0 - 3 MB | FP16 | NPU | Use Export Script |
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+ | QuickSRNetLarge | QCS9075 (Proxy) | QCS9075 Proxy | TFLITE | 5.194 ms | 6 - 16 MB | FP16 | NPU | [QuickSRNetLarge.tflite](https://huggingface.co/qualcomm/QuickSRNetLarge/blob/main/QuickSRNetLarge.tflite) |
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+ | QuickSRNetLarge | QCS9075 (Proxy) | QCS9075 Proxy | QNN | 4.958 ms | 0 - 8 MB | FP16 | NPU | Use Export Script |
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+ | QuickSRNetLarge | QCS8450 (Proxy) | QCS8450 Proxy | TFLITE | 5.869 ms | 6 - 24 MB | FP16 | NPU | [QuickSRNetLarge.tflite](https://huggingface.co/qualcomm/QuickSRNetLarge/blob/main/QuickSRNetLarge.tflite) |
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+ | QuickSRNetLarge | QCS8450 (Proxy) | QCS8450 Proxy | QNN | 3.483 ms | 0 - 22 MB | FP16 | NPU | Use Export Script |
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+ | QuickSRNetLarge | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN | 2.425 ms | 0 - 0 MB | FP16 | NPU | Use Export Script |
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+ | QuickSRNetLarge | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 2.811 ms | 9 - 9 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) : 2.4
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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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  ```