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FFNet-78S-LowRes

Image Segmentation
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android
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@@ -36,35 +36,35 @@ 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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- | FFNet-78S-LowRes | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | TFLITE | 13.171 ms | 1 - 19 MB | FP16 | NPU | [FFNet-78S-LowRes.tflite](https://huggingface.co/qualcomm/FFNet-78S-LowRes/blob/main/FFNet-78S-LowRes.tflite) |
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- | FFNet-78S-LowRes | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | QNN | 12.114 ms | 6 - 8 MB | FP16 | NPU | [FFNet-78S-LowRes.so](https://huggingface.co/qualcomm/FFNet-78S-LowRes/blob/main/FFNet-78S-LowRes.so) |
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- | FFNet-78S-LowRes | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | ONNX | 9.479 ms | 2 - 152 MB | FP16 | NPU | [FFNet-78S-LowRes.onnx](https://huggingface.co/qualcomm/FFNet-78S-LowRes/blob/main/FFNet-78S-LowRes.onnx) |
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- | FFNet-78S-LowRes | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | TFLITE | 9.047 ms | 1 - 112 MB | FP16 | NPU | [FFNet-78S-LowRes.tflite](https://huggingface.co/qualcomm/FFNet-78S-LowRes/blob/main/FFNet-78S-LowRes.tflite) |
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- | FFNet-78S-LowRes | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | QNN | 8.297 ms | 6 - 24 MB | FP16 | NPU | [FFNet-78S-LowRes.so](https://huggingface.co/qualcomm/FFNet-78S-LowRes/blob/main/FFNet-78S-LowRes.so) |
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- | FFNet-78S-LowRes | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | ONNX | 6.747 ms | 8 - 54 MB | FP16 | NPU | [FFNet-78S-LowRes.onnx](https://huggingface.co/qualcomm/FFNet-78S-LowRes/blob/main/FFNet-78S-LowRes.onnx) |
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- | FFNet-78S-LowRes | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | TFLITE | 7.37 ms | 1 - 61 MB | FP16 | NPU | [FFNet-78S-LowRes.tflite](https://huggingface.co/qualcomm/FFNet-78S-LowRes/blob/main/FFNet-78S-LowRes.tflite) |
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- | FFNet-78S-LowRes | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | QNN | 9.226 ms | 6 - 33 MB | FP16 | NPU | Use Export Script |
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- | FFNet-78S-LowRes | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | ONNX | 6.256 ms | 8 - 43 MB | FP16 | NPU | [FFNet-78S-LowRes.onnx](https://huggingface.co/qualcomm/FFNet-78S-LowRes/blob/main/FFNet-78S-LowRes.onnx) |
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- | FFNet-78S-LowRes | SA7255P ADP | SA7255P | TFLITE | 297.744 ms | 0 - 57 MB | FP16 | NPU | [FFNet-78S-LowRes.tflite](https://huggingface.co/qualcomm/FFNet-78S-LowRes/blob/main/FFNet-78S-LowRes.tflite) |
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- | FFNet-78S-LowRes | SA7255P ADP | SA7255P | QNN | 294.236 ms | 4 - 14 MB | FP16 | NPU | Use Export Script |
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- | FFNet-78S-LowRes | SA8255 (Proxy) | SA8255P Proxy | TFLITE | 13.197 ms | 1 - 17 MB | FP16 | NPU | [FFNet-78S-LowRes.tflite](https://huggingface.co/qualcomm/FFNet-78S-LowRes/blob/main/FFNet-78S-LowRes.tflite) |
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- | FFNet-78S-LowRes | SA8255 (Proxy) | SA8255P Proxy | QNN | 12.311 ms | 6 - 8 MB | FP16 | NPU | Use Export Script |
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- | FFNet-78S-LowRes | SA8295P ADP | SA8295P | TFLITE | 20.099 ms | 1 - 57 MB | FP16 | NPU | [FFNet-78S-LowRes.tflite](https://huggingface.co/qualcomm/FFNet-78S-LowRes/blob/main/FFNet-78S-LowRes.tflite) |
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- | FFNet-78S-LowRes | SA8295P ADP | SA8295P | QNN | 19.088 ms | 0 - 18 MB | FP16 | NPU | Use Export Script |
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- | FFNet-78S-LowRes | SA8650 (Proxy) | SA8650P Proxy | TFLITE | 13.018 ms | 1 - 18 MB | FP16 | NPU | [FFNet-78S-LowRes.tflite](https://huggingface.co/qualcomm/FFNet-78S-LowRes/blob/main/FFNet-78S-LowRes.tflite) |
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- | FFNet-78S-LowRes | SA8650 (Proxy) | SA8650P Proxy | QNN | 12.32 ms | 7 - 9 MB | FP16 | NPU | Use Export Script |
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- | FFNet-78S-LowRes | SA8775P ADP | SA8775P | TFLITE | 21.807 ms | 1 - 57 MB | FP16 | NPU | [FFNet-78S-LowRes.tflite](https://huggingface.co/qualcomm/FFNet-78S-LowRes/blob/main/FFNet-78S-LowRes.tflite) |
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- | FFNet-78S-LowRes | SA8775P ADP | SA8775P | QNN | 20.556 ms | 2 - 12 MB | FP16 | NPU | Use Export Script |
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- | FFNet-78S-LowRes | QCS8275 (Proxy) | QCS8275 Proxy | TFLITE | 297.744 ms | 0 - 57 MB | FP16 | NPU | [FFNet-78S-LowRes.tflite](https://huggingface.co/qualcomm/FFNet-78S-LowRes/blob/main/FFNet-78S-LowRes.tflite) |
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- | FFNet-78S-LowRes | QCS8275 (Proxy) | QCS8275 Proxy | QNN | 294.236 ms | 4 - 14 MB | FP16 | NPU | Use Export Script |
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- | FFNet-78S-LowRes | QCS8550 (Proxy) | QCS8550 Proxy | TFLITE | 13.203 ms | 1 - 15 MB | FP16 | NPU | [FFNet-78S-LowRes.tflite](https://huggingface.co/qualcomm/FFNet-78S-LowRes/blob/main/FFNet-78S-LowRes.tflite) |
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- | FFNet-78S-LowRes | QCS8550 (Proxy) | QCS8550 Proxy | QNN | 12.178 ms | 6 - 9 MB | FP16 | NPU | Use Export Script |
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- | FFNet-78S-LowRes | QCS9075 (Proxy) | QCS9075 Proxy | TFLITE | 21.807 ms | 1 - 57 MB | FP16 | NPU | [FFNet-78S-LowRes.tflite](https://huggingface.co/qualcomm/FFNet-78S-LowRes/blob/main/FFNet-78S-LowRes.tflite) |
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- | FFNet-78S-LowRes | QCS9075 (Proxy) | QCS9075 Proxy | QNN | 20.556 ms | 2 - 12 MB | FP16 | NPU | Use Export Script |
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- | FFNet-78S-LowRes | QCS8450 (Proxy) | QCS8450 Proxy | TFLITE | 17.521 ms | 1 - 111 MB | FP16 | NPU | [FFNet-78S-LowRes.tflite](https://huggingface.co/qualcomm/FFNet-78S-LowRes/blob/main/FFNet-78S-LowRes.tflite) |
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- | FFNet-78S-LowRes | QCS8450 (Proxy) | QCS8450 Proxy | QNN | 17.567 ms | 2 - 35 MB | FP16 | NPU | Use Export Script |
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- | FFNet-78S-LowRes | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN | 12.846 ms | 6 - 6 MB | FP16 | NPU | Use Export Script |
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- | FFNet-78S-LowRes | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 8.783 ms | 46 - 46 MB | FP16 | NPU | [FFNet-78S-LowRes.onnx](https://huggingface.co/qualcomm/FFNet-78S-LowRes/blob/main/FFNet-78S-LowRes.onnx) |
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@@ -129,7 +129,7 @@ FFNet-78S-LowRes
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  Device : Samsung Galaxy S23 (13)
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  Runtime : TFLITE
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  Estimated inference time (ms) : 13.2
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- Estimated peak memory usage (MB): [1, 19]
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  Total # Ops : 151
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  Compute Unit(s) : NPU (151 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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+ | FFNet-78S-LowRes | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | TFLITE | 13.206 ms | 1 - 17 MB | FP16 | NPU | [FFNet-78S-LowRes.tflite](https://huggingface.co/qualcomm/FFNet-78S-LowRes/blob/main/FFNet-78S-LowRes.tflite) |
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+ | FFNet-78S-LowRes | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | QNN | 13.263 ms | 6 - 18 MB | FP16 | NPU | [FFNet-78S-LowRes.so](https://huggingface.co/qualcomm/FFNet-78S-LowRes/blob/main/FFNet-78S-LowRes.so) |
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+ | FFNet-78S-LowRes | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | ONNX | 9.495 ms | 2 - 151 MB | FP16 | NPU | [FFNet-78S-LowRes.onnx](https://huggingface.co/qualcomm/FFNet-78S-LowRes/blob/main/FFNet-78S-LowRes.onnx) |
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+ | FFNet-78S-LowRes | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | TFLITE | 9.052 ms | 0 - 114 MB | FP16 | NPU | [FFNet-78S-LowRes.tflite](https://huggingface.co/qualcomm/FFNet-78S-LowRes/blob/main/FFNet-78S-LowRes.tflite) |
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+ | FFNet-78S-LowRes | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | QNN | 9.119 ms | 0 - 35 MB | FP16 | NPU | [FFNet-78S-LowRes.so](https://huggingface.co/qualcomm/FFNet-78S-LowRes/blob/main/FFNet-78S-LowRes.so) |
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+ | FFNet-78S-LowRes | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | ONNX | 7.207 ms | 7 - 53 MB | FP16 | NPU | [FFNet-78S-LowRes.onnx](https://huggingface.co/qualcomm/FFNet-78S-LowRes/blob/main/FFNet-78S-LowRes.onnx) |
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+ | FFNet-78S-LowRes | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | TFLITE | 8.971 ms | 1 - 62 MB | FP16 | NPU | [FFNet-78S-LowRes.tflite](https://huggingface.co/qualcomm/FFNet-78S-LowRes/blob/main/FFNet-78S-LowRes.tflite) |
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+ | FFNet-78S-LowRes | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | QNN | 9.183 ms | 6 - 34 MB | FP16 | NPU | Use Export Script |
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+ | FFNet-78S-LowRes | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | ONNX | 6.472 ms | 7 - 42 MB | FP16 | NPU | [FFNet-78S-LowRes.onnx](https://huggingface.co/qualcomm/FFNet-78S-LowRes/blob/main/FFNet-78S-LowRes.onnx) |
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+ | FFNet-78S-LowRes | SA7255P ADP | SA7255P | TFLITE | 297.722 ms | 0 - 57 MB | FP16 | NPU | [FFNet-78S-LowRes.tflite](https://huggingface.co/qualcomm/FFNet-78S-LowRes/blob/main/FFNet-78S-LowRes.tflite) |
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+ | FFNet-78S-LowRes | SA7255P ADP | SA7255P | QNN | 294.331 ms | 0 - 10 MB | FP16 | NPU | Use Export Script |
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+ | FFNet-78S-LowRes | SA8255 (Proxy) | SA8255P Proxy | TFLITE | 13.07 ms | 1 - 18 MB | FP16 | NPU | [FFNet-78S-LowRes.tflite](https://huggingface.co/qualcomm/FFNet-78S-LowRes/blob/main/FFNet-78S-LowRes.tflite) |
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+ | FFNet-78S-LowRes | SA8255 (Proxy) | SA8255P Proxy | QNN | 12.331 ms | 6 - 8 MB | FP16 | NPU | Use Export Script |
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+ | FFNet-78S-LowRes | SA8295P ADP | SA8295P | TFLITE | 20.095 ms | 1 - 57 MB | FP16 | NPU | [FFNet-78S-LowRes.tflite](https://huggingface.co/qualcomm/FFNet-78S-LowRes/blob/main/FFNet-78S-LowRes.tflite) |
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+ | FFNet-78S-LowRes | SA8295P ADP | SA8295P | QNN | 19.08 ms | 0 - 18 MB | FP16 | NPU | Use Export Script |
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+ | FFNet-78S-LowRes | SA8650 (Proxy) | SA8650P Proxy | TFLITE | 13.218 ms | 1 - 19 MB | FP16 | NPU | [FFNet-78S-LowRes.tflite](https://huggingface.co/qualcomm/FFNet-78S-LowRes/blob/main/FFNet-78S-LowRes.tflite) |
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+ | FFNet-78S-LowRes | SA8650 (Proxy) | SA8650P Proxy | QNN | 12.465 ms | 6 - 8 MB | FP16 | NPU | Use Export Script |
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+ | FFNet-78S-LowRes | SA8775P ADP | SA8775P | TFLITE | 21.821 ms | 1 - 57 MB | FP16 | NPU | [FFNet-78S-LowRes.tflite](https://huggingface.co/qualcomm/FFNet-78S-LowRes/blob/main/FFNet-78S-LowRes.tflite) |
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+ | FFNet-78S-LowRes | SA8775P ADP | SA8775P | QNN | 20.604 ms | 1 - 11 MB | FP16 | NPU | Use Export Script |
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+ | FFNet-78S-LowRes | QCS8275 (Proxy) | QCS8275 Proxy | TFLITE | 297.722 ms | 0 - 57 MB | FP16 | NPU | [FFNet-78S-LowRes.tflite](https://huggingface.co/qualcomm/FFNet-78S-LowRes/blob/main/FFNet-78S-LowRes.tflite) |
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+ | FFNet-78S-LowRes | QCS8275 (Proxy) | QCS8275 Proxy | QNN | 294.331 ms | 0 - 10 MB | FP16 | NPU | Use Export Script |
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+ | FFNet-78S-LowRes | QCS8550 (Proxy) | QCS8550 Proxy | TFLITE | 13.057 ms | 1 - 22 MB | FP16 | NPU | [FFNet-78S-LowRes.tflite](https://huggingface.co/qualcomm/FFNet-78S-LowRes/blob/main/FFNet-78S-LowRes.tflite) |
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+ | FFNet-78S-LowRes | QCS8550 (Proxy) | QCS8550 Proxy | QNN | 12.186 ms | 6 - 9 MB | FP16 | NPU | Use Export Script |
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+ | FFNet-78S-LowRes | QCS9075 (Proxy) | QCS9075 Proxy | TFLITE | 21.821 ms | 1 - 57 MB | FP16 | NPU | [FFNet-78S-LowRes.tflite](https://huggingface.co/qualcomm/FFNet-78S-LowRes/blob/main/FFNet-78S-LowRes.tflite) |
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+ | FFNet-78S-LowRes | QCS9075 (Proxy) | QCS9075 Proxy | QNN | 20.604 ms | 1 - 11 MB | FP16 | NPU | Use Export Script |
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+ | FFNet-78S-LowRes | QCS8450 (Proxy) | QCS8450 Proxy | TFLITE | 17.415 ms | 1 - 113 MB | FP16 | NPU | [FFNet-78S-LowRes.tflite](https://huggingface.co/qualcomm/FFNet-78S-LowRes/blob/main/FFNet-78S-LowRes.tflite) |
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+ | FFNet-78S-LowRes | QCS8450 (Proxy) | QCS8450 Proxy | QNN | 17.652 ms | 2 - 36 MB | FP16 | NPU | Use Export Script |
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+ | FFNet-78S-LowRes | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN | 12.828 ms | 6 - 6 MB | FP16 | NPU | Use Export Script |
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+ | FFNet-78S-LowRes | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 8.76 ms | 47 - 47 MB | FP16 | NPU | [FFNet-78S-LowRes.onnx](https://huggingface.co/qualcomm/FFNet-78S-LowRes/blob/main/FFNet-78S-LowRes.onnx) |
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  Device : Samsung Galaxy S23 (13)
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  Runtime : TFLITE
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  Estimated inference time (ms) : 13.2
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+ Estimated peak memory usage (MB): [1, 17]
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  Total # Ops : 151
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  Compute Unit(s) : NPU (151 ops)
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  ```