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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 | 1.372 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 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | QNN | 1.365 ms | 2 - 3 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 | 1.823 ms | 0 - 18 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 | 0.957 ms | 0 - 28 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 | 0.933 ms | 2 - 20 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 | 1.22 ms | 1 - 25 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 | 0.965 ms | 0 - 24 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 | 0.96 ms | 0 - 15 MB | FP16 | NPU | Use Export Script |
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- | Posenet-Mobilenet | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | ONNX | 1.219 ms | 1 - 20 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 | 53.714 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 | SA7255P ADP | SA7255P | QNN | 53.611 ms | 2 - 11 MB | FP16 | NPU | Use Export Script |
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- | Posenet-Mobilenet | SA8255 (Proxy) | SA8255P Proxy | TFLITE | 1.381 ms | 0 - 44 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 | 1.321 ms | 2 - 4 MB | FP16 | NPU | Use Export Script |
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- | Posenet-Mobilenet | SA8295P ADP | SA8295P | TFLITE | 2.789 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 | 2.734 ms | 0 - 18 MB | FP16 | NPU | Use Export Script |
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  | Posenet-Mobilenet | SA8650 (Proxy) | SA8650P Proxy | TFLITE | 1.378 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 | SA8650 (Proxy) | SA8650P Proxy | QNN | 1.317 ms | 2 - 4 MB | FP16 | NPU | Use Export Script |
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- | Posenet-Mobilenet | SA8775P ADP | SA8775P | TFLITE | 2.867 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 | 2.736 ms | 1 - 11 MB | FP16 | NPU | Use Export Script |
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- | Posenet-Mobilenet | QCS8275 (Proxy) | QCS8275 Proxy | TFLITE | 53.714 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 | QCS8275 (Proxy) | QCS8275 Proxy | QNN | 53.611 ms | 2 - 11 MB | FP16 | NPU | Use Export Script |
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- | Posenet-Mobilenet | QCS8550 (Proxy) | QCS8550 Proxy | TFLITE | 1.383 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 | 1.32 ms | 2 - 4 MB | FP16 | NPU | Use Export Script |
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- | Posenet-Mobilenet | QCS9075 (Proxy) | QCS9075 Proxy | TFLITE | 2.867 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 | 2.736 ms | 1 - 11 MB | FP16 | NPU | Use Export Script |
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- | Posenet-Mobilenet | QCS8450 (Proxy) | QCS8450 Proxy | TFLITE | 2.289 ms | 0 - 28 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 | 2.318 ms | 2 - 25 MB | FP16 | NPU | Use Export Script |
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- | Posenet-Mobilenet | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN | 1.506 ms | 2 - 2 MB | FP16 | NPU | Use Export Script |
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- | Posenet-Mobilenet | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 2.074 ms | 7 - 7 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, 43]
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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 | 1.374 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 | 1.376 ms | 2 - 6 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 | 1.81 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 | 0.967 ms | 0 - 30 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 | 0.963 ms | 2 - 29 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 | 1.23 ms | 0 - 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 | 0.969 ms | 0 - 23 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 | 0.96 ms | 2 - 15 MB | FP16 | NPU | Use Export Script |
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+ | Posenet-Mobilenet | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | ONNX | 1.262 ms | 1 - 20 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 | 53.748 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 | SA7255P ADP | SA7255P | QNN | 53.578 ms | 2 - 11 MB | FP16 | NPU | Use Export Script |
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+ | Posenet-Mobilenet | SA8255 (Proxy) | SA8255P Proxy | TFLITE | 1.385 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 | SA8255 (Proxy) | SA8255P Proxy | QNN | 1.322 ms | 2 - 4 MB | FP16 | NPU | Use Export Script |
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+ | Posenet-Mobilenet | SA8295P ADP | SA8295P | TFLITE | 2.803 ms | 0 - 17 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 | 2.748 ms | 0 - 18 MB | FP16 | NPU | Use Export Script |
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  | Posenet-Mobilenet | SA8650 (Proxy) | SA8650P Proxy | TFLITE | 1.378 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 | SA8650 (Proxy) | SA8650P Proxy | QNN | 1.337 ms | 2 - 4 MB | FP16 | NPU | Use Export Script |
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+ | Posenet-Mobilenet | SA8775P ADP | SA8775P | TFLITE | 2.835 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 | 2.774 ms | 2 - 11 MB | FP16 | NPU | Use Export Script |
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+ | Posenet-Mobilenet | QCS8275 (Proxy) | QCS8275 Proxy | TFLITE | 53.748 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 | QCS8275 (Proxy) | QCS8275 Proxy | QNN | 53.578 ms | 2 - 11 MB | FP16 | NPU | Use Export Script |
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+ | Posenet-Mobilenet | QCS8550 (Proxy) | QCS8550 Proxy | TFLITE | 1.38 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 | 1.318 ms | 2 - 5 MB | FP16 | NPU | Use Export Script |
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+ | Posenet-Mobilenet | QCS9075 (Proxy) | QCS9075 Proxy | TFLITE | 2.835 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 | 2.774 ms | 2 - 11 MB | FP16 | NPU | Use Export Script |
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+ | Posenet-Mobilenet | QCS8450 (Proxy) | QCS8450 Proxy | TFLITE | 2.338 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 | QCS8450 (Proxy) | QCS8450 Proxy | QNN | 2.362 ms | 2 - 27 MB | FP16 | NPU | Use Export Script |
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+ | Posenet-Mobilenet | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN | 1.501 ms | 2 - 2 MB | FP16 | NPU | Use Export Script |
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+ | Posenet-Mobilenet | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 2.051 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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  ```