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FFNet-78S-LowRes

Image Segmentation
PyTorch
LiteRT
ONNX
real_time
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 | 12.57 ms | 1 - 324 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 | 12.091 ms | 6 - 9 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 | 9.162 ms | 1 - 150 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 | 8.766 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 | 8.56 ms | 6 - 25 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 | 6.661 ms | 8 - 48 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 | 8.799 ms | 1 - 60 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 | 8.982 ms | 6 - 32 MB | FP16 | NPU | Use Export Script |
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- | FFNet-78S-LowRes | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | ONNX | 6.395 ms | 6 - 36 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 | 295.607 ms | 0 - 54 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 | 294.318 ms | 1 - 8 MB | FP16 | NPU | Use Export Script |
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- | FFNet-78S-LowRes | SA8255 (Proxy) | SA8255P Proxy | TFLITE | 12.56 ms | 0 - 317 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 | 12.155 ms | 7 - 9 MB | FP16 | NPU | Use Export Script |
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- | FFNet-78S-LowRes | SA8295P ADP | SA8295P | TFLITE | 19.301 ms | 1 - 55 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 | 20.22 ms | 0 - 15 MB | FP16 | NPU | Use Export Script |
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- | FFNet-78S-LowRes | SA8650 (Proxy) | SA8650P Proxy | TFLITE | 12.593 ms | 0 - 311 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 | 12.22 ms | 6 - 8 MB | FP16 | NPU | Use Export Script |
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- | FFNet-78S-LowRes | SA8775P ADP | SA8775P | TFLITE | 21.075 ms | 1 - 56 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 | 20.215 ms | 2 - 12 MB | FP16 | NPU | Use Export Script |
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- | FFNet-78S-LowRes | QCS8275 (Proxy) | QCS8275 Proxy | TFLITE | 295.607 ms | 0 - 54 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 | 294.318 ms | 1 - 8 MB | FP16 | NPU | Use Export Script |
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- | FFNet-78S-LowRes | QCS8550 (Proxy) | QCS8550 Proxy | TFLITE | 12.648 ms | 0 - 315 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 | 12.088 ms | 6 - 9 MB | FP16 | NPU | Use Export Script |
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- | FFNet-78S-LowRes | QCS9075 (Proxy) | QCS9075 Proxy | TFLITE | 21.075 ms | 1 - 56 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 | 20.215 ms | 2 - 12 MB | FP16 | NPU | Use Export Script |
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- | FFNet-78S-LowRes | QCS8450 (Proxy) | QCS8450 Proxy | TFLITE | 16.751 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 | 16.978 ms | 1 - 31 MB | FP16 | NPU | Use Export Script |
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- | FFNet-78S-LowRes | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN | 12.677 ms | 6 - 6 MB | FP16 | NPU | Use Export Script |
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- | FFNet-78S-LowRes | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 9.23 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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@@ -128,8 +128,8 @@ Profiling Results
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  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) : 12.6
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- Estimated peak memory usage (MB): [1, 324]
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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 | 13.276 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 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | QNN | 12.195 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 | 9.312 ms | 2 - 137 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 | 9.062 ms | 0 - 115 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 | 8.307 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 | 6.716 ms | 6 - 49 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 | 7.384 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 | 9.198 ms | 6 - 35 MB | FP16 | NPU | Use Export Script |
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+ | FFNet-78S-LowRes | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | ONNX | 6.385 ms | 8 - 38 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 | 297.76 ms | 1 - 58 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 | 294.329 ms | 4 - 14 MB | FP16 | NPU | Use Export Script |
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+ | FFNet-78S-LowRes | SA8255 (Proxy) | SA8255P Proxy | TFLITE | 13.111 ms | 1 - 14 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 | 12.304 ms | 8 - 10 MB | FP16 | NPU | Use Export Script |
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+ | FFNet-78S-LowRes | SA8295P ADP | SA8295P | TFLITE | 20.149 ms | 1 - 58 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 | 19.046 ms | 0 - 18 MB | FP16 | NPU | Use Export Script |
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+ | FFNet-78S-LowRes | SA8650 (Proxy) | SA8650P Proxy | TFLITE | 13.217 ms | 1 - 14 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 | 8 - 10 MB | FP16 | NPU | Use Export Script |
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+ | FFNet-78S-LowRes | SA8775P ADP | SA8775P | TFLITE | 21.798 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 | 20.621 ms | 2 - 12 MB | FP16 | NPU | Use Export Script |
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+ | FFNet-78S-LowRes | QCS8275 (Proxy) | QCS8275 Proxy | TFLITE | 297.76 ms | 1 - 58 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 | 294.329 ms | 4 - 14 MB | FP16 | NPU | Use Export Script |
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+ | FFNet-78S-LowRes | QCS8550 (Proxy) | QCS8550 Proxy | TFLITE | 13.062 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 | 12.328 ms | 6 - 8 MB | FP16 | NPU | Use Export Script |
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+ | FFNet-78S-LowRes | QCS9075 (Proxy) | QCS9075 Proxy | TFLITE | 21.798 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 | 20.621 ms | 2 - 12 MB | FP16 | NPU | Use Export Script |
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+ | FFNet-78S-LowRes | QCS8450 (Proxy) | QCS8450 Proxy | TFLITE | 17.552 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 | QCS8450 (Proxy) | QCS8450 Proxy | QNN | 17.71 ms | 5 - 40 MB | FP16 | NPU | Use Export Script |
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+ | FFNet-78S-LowRes | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN | 12.829 ms | 6 - 6 MB | FP16 | NPU | Use Export Script |
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+ | FFNet-78S-LowRes | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 8.738 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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  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) : 13.3
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+ Estimated peak memory usage (MB): [1, 15]
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  Total # Ops : 151
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  Compute Unit(s) : NPU (151 ops)
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  ```