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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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- | SESR-M5 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | TFLITE | 1.387 ms | 0 - 6 MB | INT8 | NPU | [SESR-M5-Quantized.tflite](https://huggingface.co/qualcomm/SESR-M5-Quantized/blob/main/SESR-M5.tflite) |
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- | SESR-M5 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | QNN | 0.642 ms | 0 - 2 MB | INT8 | NPU | [SESR-M5-Quantized.so](https://huggingface.co/qualcomm/SESR-M5-Quantized/blob/main/SESR-M5.so) |
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- | SESR-M5 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | ONNX | 0.982 ms | 0 - 8 MB | INT8 | NPU | [SESR-M5-Quantized.onnx](https://huggingface.co/qualcomm/SESR-M5-Quantized/blob/main/SESR-M5.onnx) |
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- | SESR-M5 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | TFLITE | 1.104 ms | 0 - 29 MB | INT8 | NPU | [SESR-M5-Quantized.tflite](https://huggingface.co/qualcomm/SESR-M5-Quantized/blob/main/SESR-M5.tflite) |
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- | SESR-M5 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | QNN | 0.448 ms | 0 - 20 MB | INT8 | NPU | [SESR-M5-Quantized.so](https://huggingface.co/qualcomm/SESR-M5-Quantized/blob/main/SESR-M5.so) |
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- | SESR-M5 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | ONNX | 0.656 ms | 0 - 23 MB | INT8 | NPU | [SESR-M5-Quantized.onnx](https://huggingface.co/qualcomm/SESR-M5-Quantized/blob/main/SESR-M5.onnx) |
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- | SESR-M5 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | TFLITE | 1.578 ms | 0 - 20 MB | INT8 | NPU | [SESR-M5-Quantized.tflite](https://huggingface.co/qualcomm/SESR-M5-Quantized/blob/main/SESR-M5.tflite) |
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- | SESR-M5 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | QNN | 0.611 ms | 0 - 20 MB | INT8 | NPU | Use Export Script |
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- | SESR-M5 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | ONNX | 0.703 ms | 0 - 20 MB | INT8 | NPU | [SESR-M5-Quantized.onnx](https://huggingface.co/qualcomm/SESR-M5-Quantized/blob/main/SESR-M5.onnx) |
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- | SESR-M5 | SA7255P ADP | SA7255P | TFLITE | 14.881 ms | 0 - 12 MB | INT8 | NPU | [SESR-M5-Quantized.tflite](https://huggingface.co/qualcomm/SESR-M5-Quantized/blob/main/SESR-M5.tflite) |
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- | SESR-M5 | SA7255P ADP | SA7255P | QNN | 10.531 ms | 0 - 9 MB | INT8 | NPU | Use Export Script |
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- | SESR-M5 | SA8255 (Proxy) | SA8255P Proxy | TFLITE | 1.346 ms | 0 - 6 MB | INT8 | NPU | [SESR-M5-Quantized.tflite](https://huggingface.co/qualcomm/SESR-M5-Quantized/blob/main/SESR-M5.tflite) |
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- | SESR-M5 | SA8255 (Proxy) | SA8255P Proxy | QNN | 0.624 ms | 0 - 2 MB | INT8 | NPU | Use Export Script |
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- | SESR-M5 | SA8295P ADP | SA8295P | TFLITE | 2.886 ms | 2 - 20 MB | INT8 | NPU | [SESR-M5-Quantized.tflite](https://huggingface.co/qualcomm/SESR-M5-Quantized/blob/main/SESR-M5.tflite) |
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- | SESR-M5 | SA8295P ADP | SA8295P | QNN | 1.364 ms | 0 - 17 MB | INT8 | NPU | Use Export Script |
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- | SESR-M5 | SA8650 (Proxy) | SA8650P Proxy | TFLITE | 1.352 ms | 0 - 7 MB | INT8 | NPU | [SESR-M5-Quantized.tflite](https://huggingface.co/qualcomm/SESR-M5-Quantized/blob/main/SESR-M5.tflite) |
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- | SESR-M5 | SA8650 (Proxy) | SA8650P Proxy | QNN | 0.627 ms | 0 - 2 MB | INT8 | NPU | Use Export Script |
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- | SESR-M5 | RB3 Gen 2 (Proxy) | QCS6490 Proxy | TFLITE | 4.728 ms | 1 - 21 MB | INT8 | NPU | [SESR-M5-Quantized.tflite](https://huggingface.co/qualcomm/SESR-M5-Quantized/blob/main/SESR-M5.tflite) |
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- | SESR-M5 | RB3 Gen 2 (Proxy) | QCS6490 Proxy | QNN | 2.946 ms | 0 - 11 MB | INT8 | NPU | Use Export Script |
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- | SESR-M5 | RB5 (Proxy) | QCS8250 Proxy | TFLITE | 21.371 ms | 2 - 4 MB | INT8 | NPU | [SESR-M5-Quantized.tflite](https://huggingface.co/qualcomm/SESR-M5-Quantized/blob/main/SESR-M5.tflite) |
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- | SESR-M5 | QCS8275 (Proxy) | QCS8275 Proxy | TFLITE | 14.881 ms | 0 - 12 MB | INT8 | NPU | [SESR-M5-Quantized.tflite](https://huggingface.co/qualcomm/SESR-M5-Quantized/blob/main/SESR-M5.tflite) |
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- | SESR-M5 | QCS8275 (Proxy) | QCS8275 Proxy | QNN | 10.531 ms | 0 - 9 MB | INT8 | NPU | Use Export Script |
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- | SESR-M5 | QCS8550 (Proxy) | QCS8550 Proxy | TFLITE | 1.352 ms | 0 - 6 MB | INT8 | NPU | [SESR-M5-Quantized.tflite](https://huggingface.co/qualcomm/SESR-M5-Quantized/blob/main/SESR-M5.tflite) |
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- | SESR-M5 | QCS8550 (Proxy) | QCS8550 Proxy | QNN | 0.626 ms | 0 - 10 MB | INT8 | NPU | Use Export Script |
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- | SESR-M5 | QCS8450 (Proxy) | QCS8450 Proxy | TFLITE | 2.761 ms | 0 - 24 MB | INT8 | NPU | [SESR-M5-Quantized.tflite](https://huggingface.co/qualcomm/SESR-M5-Quantized/blob/main/SESR-M5.tflite) |
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- | SESR-M5 | QCS8450 (Proxy) | QCS8450 Proxy | QNN | 0.99 ms | 0 - 22 MB | INT8 | NPU | Use Export Script |
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- | SESR-M5 | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN | 0.763 ms | 0 - 0 MB | INT8 | NPU | Use Export Script |
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- | SESR-M5 | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 0.966 ms | 3 - 3 MB | INT8 | NPU | [SESR-M5-Quantized.onnx](https://huggingface.co/qualcomm/SESR-M5-Quantized/blob/main/SESR-M5.onnx) |
 
 
 
 
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@@ -126,8 +130,8 @@ Profiling Results
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  SESR-M5
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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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- Estimated peak memory usage (MB): [0, 6]
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  Total # Ops : 27
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  Compute Unit(s) : NPU (24 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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  |---|---|---|---|---|---|---|---|---|
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+ | SESR-M5 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | TFLITE | 2.027 ms | 0 - 7 MB | INT8 | NPU | [SESR-M5-Quantized.tflite](https://huggingface.co/qualcomm/SESR-M5-Quantized/blob/main/SESR-M5.tflite) |
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+ | SESR-M5 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | QNN | 0.784 ms | 0 - 4 MB | INT8 | NPU | [SESR-M5-Quantized.so](https://huggingface.co/qualcomm/SESR-M5-Quantized/blob/main/SESR-M5.so) |
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+ | SESR-M5 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | ONNX | 0.965 ms | 0 - 8 MB | INT8 | NPU | [SESR-M5-Quantized.onnx](https://huggingface.co/qualcomm/SESR-M5-Quantized/blob/main/SESR-M5.onnx) |
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+ | SESR-M5 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | TFLITE | 1.121 ms | 0 - 26 MB | INT8 | NPU | [SESR-M5-Quantized.tflite](https://huggingface.co/qualcomm/SESR-M5-Quantized/blob/main/SESR-M5.tflite) |
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+ | SESR-M5 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | QNN | 0.567 ms | 0 - 26 MB | INT8 | NPU | [SESR-M5-Quantized.so](https://huggingface.co/qualcomm/SESR-M5-Quantized/blob/main/SESR-M5.so) |
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+ | SESR-M5 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | ONNX | 0.637 ms | 0 - 23 MB | INT8 | NPU | [SESR-M5-Quantized.onnx](https://huggingface.co/qualcomm/SESR-M5-Quantized/blob/main/SESR-M5.onnx) |
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+ | SESR-M5 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | TFLITE | 1.6 ms | 0 - 16 MB | INT8 | NPU | [SESR-M5-Quantized.tflite](https://huggingface.co/qualcomm/SESR-M5-Quantized/blob/main/SESR-M5.tflite) |
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+ | SESR-M5 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | QNN | 0.607 ms | 0 - 17 MB | INT8 | NPU | Use Export Script |
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+ | SESR-M5 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | ONNX | 0.701 ms | 0 - 21 MB | INT8 | NPU | [SESR-M5-Quantized.onnx](https://huggingface.co/qualcomm/SESR-M5-Quantized/blob/main/SESR-M5.onnx) |
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+ | SESR-M5 | SA7255P ADP | SA7255P | TFLITE | 15.0 ms | 2 - 15 MB | INT8 | NPU | [SESR-M5-Quantized.tflite](https://huggingface.co/qualcomm/SESR-M5-Quantized/blob/main/SESR-M5.tflite) |
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+ | SESR-M5 | SA7255P ADP | SA7255P | QNN | 10.544 ms | 0 - 10 MB | INT8 | NPU | Use Export Script |
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+ | SESR-M5 | SA8255 (Proxy) | SA8255P Proxy | TFLITE | 1.35 ms | 0 - 6 MB | INT8 | NPU | [SESR-M5-Quantized.tflite](https://huggingface.co/qualcomm/SESR-M5-Quantized/blob/main/SESR-M5.tflite) |
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+ | SESR-M5 | SA8255 (Proxy) | SA8255P Proxy | QNN | 0.647 ms | 0 - 2 MB | INT8 | NPU | Use Export Script |
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+ | SESR-M5 | SA8295P ADP | SA8295P | TFLITE | 2.445 ms | 0 - 18 MB | INT8 | NPU | [SESR-M5-Quantized.tflite](https://huggingface.co/qualcomm/SESR-M5-Quantized/blob/main/SESR-M5.tflite) |
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+ | SESR-M5 | SA8295P ADP | SA8295P | QNN | 1.356 ms | 0 - 18 MB | INT8 | NPU | Use Export Script |
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+ | SESR-M5 | SA8650 (Proxy) | SA8650P Proxy | TFLITE | 1.419 ms | 0 - 7 MB | INT8 | NPU | [SESR-M5-Quantized.tflite](https://huggingface.co/qualcomm/SESR-M5-Quantized/blob/main/SESR-M5.tflite) |
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+ | SESR-M5 | SA8650 (Proxy) | SA8650P Proxy | QNN | 0.625 ms | 0 - 2 MB | INT8 | NPU | Use Export Script |
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+ | SESR-M5 | SA8775P ADP | SA8775P | TFLITE | 2.44 ms | 0 - 13 MB | INT8 | NPU | [SESR-M5-Quantized.tflite](https://huggingface.co/qualcomm/SESR-M5-Quantized/blob/main/SESR-M5.tflite) |
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+ | SESR-M5 | SA8775P ADP | SA8775P | QNN | 1.039 ms | 0 - 10 MB | INT8 | NPU | Use Export Script |
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+ | SESR-M5 | RB3 Gen 2 (Proxy) | QCS6490 Proxy | TFLITE | 5.287 ms | 2 - 19 MB | INT8 | NPU | [SESR-M5-Quantized.tflite](https://huggingface.co/qualcomm/SESR-M5-Quantized/blob/main/SESR-M5.tflite) |
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+ | SESR-M5 | RB3 Gen 2 (Proxy) | QCS6490 Proxy | QNN | 2.829 ms | 0 - 14 MB | INT8 | NPU | Use Export Script |
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+ | SESR-M5 | RB5 (Proxy) | QCS8250 Proxy | TFLITE | 21.441 ms | 2 - 4 MB | INT8 | NPU | [SESR-M5-Quantized.tflite](https://huggingface.co/qualcomm/SESR-M5-Quantized/blob/main/SESR-M5.tflite) |
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+ | SESR-M5 | QCS8275 (Proxy) | QCS8275 Proxy | TFLITE | 15.0 ms | 2 - 15 MB | INT8 | NPU | [SESR-M5-Quantized.tflite](https://huggingface.co/qualcomm/SESR-M5-Quantized/blob/main/SESR-M5.tflite) |
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+ | SESR-M5 | QCS8275 (Proxy) | QCS8275 Proxy | QNN | 10.544 ms | 0 - 10 MB | INT8 | NPU | Use Export Script |
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+ | SESR-M5 | QCS8550 (Proxy) | QCS8550 Proxy | TFLITE | 1.802 ms | 0 - 6 MB | INT8 | NPU | [SESR-M5-Quantized.tflite](https://huggingface.co/qualcomm/SESR-M5-Quantized/blob/main/SESR-M5.tflite) |
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+ | SESR-M5 | QCS8550 (Proxy) | QCS8550 Proxy | QNN | 0.625 ms | 0 - 2 MB | INT8 | NPU | Use Export Script |
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+ | SESR-M5 | QCS9075 (Proxy) | QCS9075 Proxy | TFLITE | 2.44 ms | 0 - 13 MB | INT8 | NPU | [SESR-M5-Quantized.tflite](https://huggingface.co/qualcomm/SESR-M5-Quantized/blob/main/SESR-M5.tflite) |
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+ | SESR-M5 | QCS9075 (Proxy) | QCS9075 Proxy | QNN | 1.039 ms | 0 - 10 MB | INT8 | NPU | Use Export Script |
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+ | SESR-M5 | QCS8450 (Proxy) | QCS8450 Proxy | TFLITE | 2.159 ms | 2 - 24 MB | INT8 | NPU | [SESR-M5-Quantized.tflite](https://huggingface.co/qualcomm/SESR-M5-Quantized/blob/main/SESR-M5.tflite) |
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+ | SESR-M5 | QCS8450 (Proxy) | QCS8450 Proxy | QNN | 1.023 ms | 0 - 22 MB | INT8 | NPU | Use Export Script |
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+ | SESR-M5 | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN | 0.756 ms | 0 - 0 MB | INT8 | NPU | Use Export Script |
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+ | SESR-M5 | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 0.974 ms | 3 - 3 MB | INT8 | NPU | [SESR-M5-Quantized.onnx](https://huggingface.co/qualcomm/SESR-M5-Quantized/blob/main/SESR-M5.onnx) |
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  SESR-M5
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  Device : Samsung Galaxy S23 (13)
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  Runtime : TFLITE
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+ Estimated inference time (ms) : 2.0
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+ Estimated peak memory usage (MB): [0, 7]
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  Total # Ops : 27
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  Compute Unit(s) : NPU (24 ops) CPU (3 ops)
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  ```