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Posenet-Mobilenet

Keypoint Detection
PyTorch
LiteRT
ONNX
android
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@@ -34,35 +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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- | Posenet-Mobilenet | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | TFLITE | 1.387 ms | 0 - 22 MB | FP16 | NPU | [Posenet-Mobilenet.tflite](https://huggingface.co/qualcomm/Posenet-Mobilenet/blob/main/Posenet-Mobilenet.tflite) |
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- | Posenet-Mobilenet | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | QNN | 1.411 ms | 2 - 4 MB | FP16 | NPU | [Posenet-Mobilenet.so](https://huggingface.co/qualcomm/Posenet-Mobilenet/blob/main/Posenet-Mobilenet.so) |
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- | Posenet-Mobilenet | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | ONNX | 1.914 ms | 0 - 28 MB | FP16 | NPU | [Posenet-Mobilenet.onnx](https://huggingface.co/qualcomm/Posenet-Mobilenet/blob/main/Posenet-Mobilenet.onnx) |
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- | Posenet-Mobilenet | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | TFLITE | 0.969 ms | 0 - 20 MB | FP16 | NPU | [Posenet-Mobilenet.tflite](https://huggingface.co/qualcomm/Posenet-Mobilenet/blob/main/Posenet-Mobilenet.tflite) |
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- | Posenet-Mobilenet | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | QNN | 0.996 ms | 0 - 19 MB | FP16 | NPU | [Posenet-Mobilenet.so](https://huggingface.co/qualcomm/Posenet-Mobilenet/blob/main/Posenet-Mobilenet.so) |
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- | Posenet-Mobilenet | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | ONNX | 1.297 ms | 2 - 29 MB | FP16 | NPU | [Posenet-Mobilenet.onnx](https://huggingface.co/qualcomm/Posenet-Mobilenet/blob/main/Posenet-Mobilenet.onnx) |
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- | Posenet-Mobilenet | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | TFLITE | 0.97 ms | 0 - 21 MB | FP16 | NPU | [Posenet-Mobilenet.tflite](https://huggingface.co/qualcomm/Posenet-Mobilenet/blob/main/Posenet-Mobilenet.tflite) |
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- | Posenet-Mobilenet | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | QNN | 0.843 ms | 2 - 22 MB | FP16 | NPU | Use Export Script |
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- | Posenet-Mobilenet | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | ONNX | 1.279 ms | 1 - 23 MB | FP16 | NPU | [Posenet-Mobilenet.onnx](https://huggingface.co/qualcomm/Posenet-Mobilenet/blob/main/Posenet-Mobilenet.onnx) |
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- | Posenet-Mobilenet | SA7255P ADP | SA7255P | TFLITE | 53.723 ms | 0 - 13 MB | FP16 | NPU | [Posenet-Mobilenet.tflite](https://huggingface.co/qualcomm/Posenet-Mobilenet/blob/main/Posenet-Mobilenet.tflite) |
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- | Posenet-Mobilenet | SA7255P ADP | SA7255P | QNN | 53.941 ms | 2 - 9 MB | FP16 | NPU | Use Export Script |
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- | Posenet-Mobilenet | SA8255 (Proxy) | SA8255P Proxy | TFLITE | 1.387 ms | 0 - 32 MB | FP16 | NPU | [Posenet-Mobilenet.tflite](https://huggingface.co/qualcomm/Posenet-Mobilenet/blob/main/Posenet-Mobilenet.tflite) |
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- | Posenet-Mobilenet | SA8255 (Proxy) | SA8255P Proxy | QNN | 1.404 ms | 2 - 4 MB | FP16 | NPU | Use Export Script |
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- | Posenet-Mobilenet | SA8295P ADP | SA8295P | TFLITE | 2.797 ms | 0 - 15 MB | FP16 | NPU | [Posenet-Mobilenet.tflite](https://huggingface.co/qualcomm/Posenet-Mobilenet/blob/main/Posenet-Mobilenet.tflite) |
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- | Posenet-Mobilenet | SA8295P ADP | SA8295P | QNN | 3.066 ms | 0 - 12 MB | FP16 | NPU | Use Export Script |
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- | Posenet-Mobilenet | SA8650 (Proxy) | SA8650P Proxy | TFLITE | 1.389 ms | 0 - 33 MB | FP16 | NPU | [Posenet-Mobilenet.tflite](https://huggingface.co/qualcomm/Posenet-Mobilenet/blob/main/Posenet-Mobilenet.tflite) |
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- | Posenet-Mobilenet | SA8650 (Proxy) | SA8650P Proxy | QNN | 1.406 ms | 2 - 4 MB | FP16 | NPU | Use Export Script |
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- | Posenet-Mobilenet | SA8775P ADP | SA8775P | TFLITE | 2.844 ms | 0 - 12 MB | FP16 | NPU | [Posenet-Mobilenet.tflite](https://huggingface.co/qualcomm/Posenet-Mobilenet/blob/main/Posenet-Mobilenet.tflite) |
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- | Posenet-Mobilenet | SA8775P ADP | SA8775P | QNN | 3.024 ms | 0 - 8 MB | FP16 | NPU | Use Export Script |
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- | Posenet-Mobilenet | QCS8275 (Proxy) | QCS8275 Proxy | TFLITE | 53.723 ms | 0 - 13 MB | FP16 | NPU | [Posenet-Mobilenet.tflite](https://huggingface.co/qualcomm/Posenet-Mobilenet/blob/main/Posenet-Mobilenet.tflite) |
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- | Posenet-Mobilenet | QCS8275 (Proxy) | QCS8275 Proxy | QNN | 53.941 ms | 2 - 9 MB | FP16 | NPU | Use Export Script |
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- | Posenet-Mobilenet | QCS8550 (Proxy) | QCS8550 Proxy | TFLITE | 1.389 ms | 0 - 32 MB | FP16 | NPU | [Posenet-Mobilenet.tflite](https://huggingface.co/qualcomm/Posenet-Mobilenet/blob/main/Posenet-Mobilenet.tflite) |
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- | Posenet-Mobilenet | QCS8550 (Proxy) | QCS8550 Proxy | QNN | 1.403 ms | 2 - 4 MB | FP16 | NPU | Use Export Script |
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- | Posenet-Mobilenet | QCS9075 (Proxy) | QCS9075 Proxy | TFLITE | 2.844 ms | 0 - 12 MB | FP16 | NPU | [Posenet-Mobilenet.tflite](https://huggingface.co/qualcomm/Posenet-Mobilenet/blob/main/Posenet-Mobilenet.tflite) |
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- | Posenet-Mobilenet | QCS9075 (Proxy) | QCS9075 Proxy | QNN | 3.024 ms | 0 - 8 MB | FP16 | NPU | Use Export Script |
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- | Posenet-Mobilenet | QCS8450 (Proxy) | QCS8450 Proxy | TFLITE | 2.189 ms | 0 - 22 MB | FP16 | NPU | [Posenet-Mobilenet.tflite](https://huggingface.co/qualcomm/Posenet-Mobilenet/blob/main/Posenet-Mobilenet.tflite) |
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- | Posenet-Mobilenet | QCS8450 (Proxy) | QCS8450 Proxy | QNN | 2.279 ms | 2 - 25 MB | FP16 | NPU | Use Export Script |
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- | Posenet-Mobilenet | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN | 1.584 ms | 2 - 2 MB | FP16 | NPU | Use Export Script |
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- | Posenet-Mobilenet | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 2.189 ms | 8 - 8 MB | FP16 | NPU | [Posenet-Mobilenet.onnx](https://huggingface.co/qualcomm/Posenet-Mobilenet/blob/main/Posenet-Mobilenet.onnx) |
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@@ -127,7 +127,7 @@ Posenet-Mobilenet
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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, 22]
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  Total # Ops : 41
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  Compute Unit(s) : NPU (41 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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+ | Posenet-Mobilenet | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | TFLITE | 1.384 ms | 0 - 42 MB | FP16 | NPU | [Posenet-Mobilenet.tflite](https://huggingface.co/qualcomm/Posenet-Mobilenet/blob/main/Posenet-Mobilenet.tflite) |
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+ | Posenet-Mobilenet | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | QNN | 1.326 ms | 2 - 4 MB | FP16 | NPU | [Posenet-Mobilenet.so](https://huggingface.co/qualcomm/Posenet-Mobilenet/blob/main/Posenet-Mobilenet.so) |
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+ | Posenet-Mobilenet | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | ONNX | 2.122 ms | 0 - 30 MB | FP16 | NPU | [Posenet-Mobilenet.onnx](https://huggingface.co/qualcomm/Posenet-Mobilenet/blob/main/Posenet-Mobilenet.onnx) |
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+ | Posenet-Mobilenet | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | TFLITE | 0.962 ms | 0 - 29 MB | FP16 | NPU | [Posenet-Mobilenet.tflite](https://huggingface.co/qualcomm/Posenet-Mobilenet/blob/main/Posenet-Mobilenet.tflite) |
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+ | Posenet-Mobilenet | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | QNN | 0.931 ms | 2 - 22 MB | FP16 | NPU | [Posenet-Mobilenet.so](https://huggingface.co/qualcomm/Posenet-Mobilenet/blob/main/Posenet-Mobilenet.so) |
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+ | Posenet-Mobilenet | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | ONNX | 1.46 ms | 1 - 27 MB | FP16 | NPU | [Posenet-Mobilenet.onnx](https://huggingface.co/qualcomm/Posenet-Mobilenet/blob/main/Posenet-Mobilenet.onnx) |
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+ | Posenet-Mobilenet | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | TFLITE | 0.968 ms | 0 - 26 MB | FP16 | NPU | [Posenet-Mobilenet.tflite](https://huggingface.co/qualcomm/Posenet-Mobilenet/blob/main/Posenet-Mobilenet.tflite) |
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+ | Posenet-Mobilenet | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | QNN | 0.963 ms | 2 - 21 MB | FP16 | NPU | Use Export Script |
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+ | Posenet-Mobilenet | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | ONNX | 1.216 ms | 1 - 23 MB | FP16 | NPU | [Posenet-Mobilenet.onnx](https://huggingface.co/qualcomm/Posenet-Mobilenet/blob/main/Posenet-Mobilenet.onnx) |
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+ | Posenet-Mobilenet | SA7255P ADP | SA7255P | TFLITE | 53.771 ms | 0 - 19 MB | FP16 | NPU | [Posenet-Mobilenet.tflite](https://huggingface.co/qualcomm/Posenet-Mobilenet/blob/main/Posenet-Mobilenet.tflite) |
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+ | Posenet-Mobilenet | SA7255P ADP | SA7255P | QNN | 53.642 ms | 2 - 9 MB | FP16 | NPU | Use Export Script |
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+ | Posenet-Mobilenet | SA8255 (Proxy) | SA8255P Proxy | TFLITE | 1.381 ms | 0 - 43 MB | FP16 | NPU | [Posenet-Mobilenet.tflite](https://huggingface.co/qualcomm/Posenet-Mobilenet/blob/main/Posenet-Mobilenet.tflite) |
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+ | Posenet-Mobilenet | SA8255 (Proxy) | SA8255P Proxy | QNN | 1.327 ms | 2 - 3 MB | FP16 | NPU | Use Export Script |
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+ | Posenet-Mobilenet | SA8295P ADP | SA8295P | TFLITE | 2.835 ms | 0 - 19 MB | FP16 | NPU | [Posenet-Mobilenet.tflite](https://huggingface.co/qualcomm/Posenet-Mobilenet/blob/main/Posenet-Mobilenet.tflite) |
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+ | Posenet-Mobilenet | SA8295P ADP | SA8295P | QNN | 2.723 ms | 0 - 14 MB | FP16 | NPU | Use Export Script |
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+ | Posenet-Mobilenet | SA8650 (Proxy) | SA8650P Proxy | TFLITE | 1.389 ms | 0 - 5 MB | FP16 | NPU | [Posenet-Mobilenet.tflite](https://huggingface.co/qualcomm/Posenet-Mobilenet/blob/main/Posenet-Mobilenet.tflite) |
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+ | Posenet-Mobilenet | SA8650 (Proxy) | SA8650P Proxy | QNN | 1.327 ms | 2 - 4 MB | FP16 | NPU | Use Export Script |
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+ | Posenet-Mobilenet | SA8775P ADP | SA8775P | TFLITE | 2.856 ms | 0 - 20 MB | FP16 | NPU | [Posenet-Mobilenet.tflite](https://huggingface.co/qualcomm/Posenet-Mobilenet/blob/main/Posenet-Mobilenet.tflite) |
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+ | Posenet-Mobilenet | SA8775P ADP | SA8775P | QNN | 2.772 ms | 0 - 10 MB | FP16 | NPU | Use Export Script |
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+ | Posenet-Mobilenet | QCS8275 (Proxy) | QCS8275 Proxy | TFLITE | 53.771 ms | 0 - 19 MB | FP16 | NPU | [Posenet-Mobilenet.tflite](https://huggingface.co/qualcomm/Posenet-Mobilenet/blob/main/Posenet-Mobilenet.tflite) |
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+ | Posenet-Mobilenet | QCS8275 (Proxy) | QCS8275 Proxy | QNN | 53.642 ms | 2 - 9 MB | FP16 | NPU | Use Export Script |
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+ | Posenet-Mobilenet | QCS8550 (Proxy) | QCS8550 Proxy | TFLITE | 1.381 ms | 0 - 43 MB | FP16 | NPU | [Posenet-Mobilenet.tflite](https://huggingface.co/qualcomm/Posenet-Mobilenet/blob/main/Posenet-Mobilenet.tflite) |
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+ | Posenet-Mobilenet | QCS8550 (Proxy) | QCS8550 Proxy | QNN | 1.325 ms | 2 - 4 MB | FP16 | NPU | Use Export Script |
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+ | Posenet-Mobilenet | QCS9075 (Proxy) | QCS9075 Proxy | TFLITE | 2.856 ms | 0 - 20 MB | FP16 | NPU | [Posenet-Mobilenet.tflite](https://huggingface.co/qualcomm/Posenet-Mobilenet/blob/main/Posenet-Mobilenet.tflite) |
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+ | Posenet-Mobilenet | QCS9075 (Proxy) | QCS9075 Proxy | QNN | 2.772 ms | 0 - 10 MB | FP16 | NPU | Use Export Script |
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+ | Posenet-Mobilenet | QCS8450 (Proxy) | QCS8450 Proxy | TFLITE | 2.214 ms | 0 - 25 MB | FP16 | NPU | [Posenet-Mobilenet.tflite](https://huggingface.co/qualcomm/Posenet-Mobilenet/blob/main/Posenet-Mobilenet.tflite) |
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+ | Posenet-Mobilenet | QCS8450 (Proxy) | QCS8450 Proxy | QNN | 2.258 ms | 2 - 22 MB | FP16 | NPU | Use Export Script |
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+ | Posenet-Mobilenet | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN | 1.505 ms | 2 - 2 MB | FP16 | NPU | Use Export Script |
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+ | Posenet-Mobilenet | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 2.188 ms | 6 - 6 MB | FP16 | NPU | [Posenet-Mobilenet.onnx](https://huggingface.co/qualcomm/Posenet-Mobilenet/blob/main/Posenet-Mobilenet.onnx) |
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  Device : Samsung Galaxy S23 (13)
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  Runtime : TFLITE
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  Estimated inference time (ms) : 1.4
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+ Estimated peak memory usage (MB): [0, 42]
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  Total # Ops : 41
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  Compute Unit(s) : NPU (41 ops)
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  ```